warning: commands will be executed using /bin/sh
job 2954 at Thu Mar 13 14:40:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140312/YutaMouse20-140312/YutaMouse20-140312
ElecNo	3
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 2883241 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 961080 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50998 members 
Mstep: Class 2 contains 50495 members 
Mstep: Class 3 contains 50688 members 
Mstep: Class 4 contains 50170 members 
Mstep: Class 5 contains 50562 members 
Mstep: Class 6 contains 50555 members 
Mstep: Class 7 contains 50522 members 
Mstep: Class 8 contains 50631 members 
Mstep: Class 9 contains 50250 members 
Mstep: Class 10 contains 50635 members 
Mstep: Class 11 contains 51016 members 
Mstep: Class 12 contains 50342 members 
Mstep: Class 13 contains 50789 members 
Mstep: Class 14 contains 50737 members 
Mstep: Class 15 contains 50546 members 
Mstep: Class 16 contains 50959 members 
Mstep: Class 17 contains 50370 members 
Mstep: Class 18 contains 50242 members 
Mstep: Class 19 contains 50573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 494.456818 but Gain 3416.402344
Score: -126881560.000000 Penalty: 61495.230469
Iteration 0F: 19 clusters Score -1.268816e+08 nChanged 908440
Entering Unmasked Mstep 
Mstep: Class 0 contains 2523 members 
Mstep: Class 1 contains 69451 members 
Mstep: Class 2 contains 31162 members 
Mstep: Class 3 contains 87609 members 
Mstep: Class 4 contains 16671 members 
Mstep: Class 5 contains 26161 members 
Mstep: Class 6 contains 7367 members 
Mstep: Class 7 contains 23780 members 
Mstep: Class 8 contains 28248 members 
Mstep: Class 9 contains 11161 members 
Mstep: Class 10 contains 17440 members 
Mstep: Class 11 contains 36566 members 
Mstep: Class 12 contains 12822 members 
Mstep: Class 13 contains 55557 members 
Mstep: Class 14 contains 44915 members 
Mstep: Class 15 contains 7096 members 
Mstep: Class 16 contains 16140 members 
Mstep: Class 17 contains 11898 members 
Mstep: Class 18 contains 454513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -130513032.000000 Penalty: 61495.230469
Iteration 1F: 19 clusters Score -1.30513e+08 nChanged 313550
Entering Unmasked Mstep 
Mstep: Class 0 contains 2545 members 
Mstep: Class 1 contains 107084 members 
Mstep: Class 2 contains 26608 members 
Mstep: Class 3 contains 123799 members 
Mstep: Class 4 contains 13198 members 
Mstep: Class 5 contains 28679 members 
Mstep: Class 6 contains 2444 members 
Mstep: Class 7 contains 21817 members 
Mstep: Class 8 contains 14433 members 
Mstep: Class 9 contains 20589 members 
Mstep: Class 10 contains 13718 members 
Mstep: Class 11 contains 24802 members 
Mstep: Class 12 contains 5203 members 
Mstep: Class 13 contains 68970 members 
Mstep: Class 14 contains 47907 members 
Mstep: Class 15 contains 9789 members 
Mstep: Class 16 contains 14076 members 
Mstep: Class 17 contains 8633 members 
Mstep: Class 18 contains 406786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -131125312.000000 Penalty: 61495.230469
Iteration 2F: 19 clusters Score -1.311253e+08 nChanged 252947
Entering Unmasked Mstep 
Mstep: Class 0 contains 2471 members 
Mstep: Class 1 contains 142817 members 
Mstep: Class 2 contains 25208 members 
Mstep: Class 3 contains 160195 members 
Mstep: Class 4 contains 12931 members 
Mstep: Class 5 contains 32133 members 
Mstep: Class 6 contains 760 members 
Mstep: Class 7 contains 18924 members 
Mstep: Class 8 contains 5438 members 
Mstep: Class 9 contains 42639 members 
Mstep: Class 10 contains 9504 members 
Mstep: Class 11 contains 17153 members 
Mstep: Class 12 contains 3371 members 
Mstep: Class 13 contains 91889 members 
Mstep: Class 14 contains 43807 members 
Mstep: Class 15 contains 9710 members 
Mstep: Class 16 contains 13149 members 
Mstep: Class 17 contains 7313 members 
Mstep: Class 18 contains 321668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -131582328.000000 Penalty: 61495.230469
Iteration 3F: 19 clusters Score -1.315823e+08 nChanged 202026
Entering Unmasked Mstep 
Mstep: Class 0 contains 2445 members 
Mstep: Class 1 contains 163257 members 
Mstep: Class 2 contains 24106 members 
Mstep: Class 3 contains 187574 members 
Mstep: Class 4 contains 12866 members 
Mstep: Class 5 contains 33630 members 
Mstep: Class 6 contains 456 members 
Mstep: Class 7 contains 16750 members 
Mstep: Class 8 contains 2045 members 
Mstep: Class 9 contains 52847 members 
Mstep: Class 10 contains 6246 members 
Mstep: Class 11 contains 11182 members 
Mstep: Class 12 contains 2739 members 
Mstep: Class 13 contains 114977 members 
Mstep: Class 14 contains 32420 members 
Mstep: Class 15 contains 8032 members 
Mstep: Class 16 contains 10515 members 
Mstep: Class 17 contains 5694 members 
Mstep: Class 18 contains 273299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -131812192.000000 Penalty: 61495.230469
Iteration 4F: 19 clusters Score -1.318122e+08 nChanged 148270
Entering Unmasked Mstep 
Mstep: Class 0 contains 2356 members 
Mstep: Class 1 contains 178572 members 
Mstep: Class 2 contains 23955 members 
Mstep: Class 3 contains 203099 members 
Mstep: Class 4 contains 14896 members 
Mstep: Class 5 contains 34319 members 
Mstep: Class 6 contains 379 members 
Mstep: Class 7 contains 16480 members 
Mstep: Class 8 contains 1636 members 
Mstep: Class 9 contains 56692 members 
Mstep: Class 10 contains 4946 members 
Mstep: Class 11 contains 8274 members 
Mstep: Class 12 contains 2687 members 
Mstep: Class 13 contains 130207 members 
Mstep: Class 14 contains 22363 members 
Mstep: Class 15 contains 6003 members 
Mstep: Class 16 contains 7790 members 
Mstep: Class 17 contains 4216 members 
Mstep: Class 18 contains 242210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -131927560.000000 Penalty: 61495.230469
Iteration 5F: 19 clusters Score -1.319276e+08 nChanged 121284
Entering Unmasked Mstep 
Mstep: Class 0 contains 2317 members 
Mstep: Class 1 contains 191337 members 
Mstep: Class 2 contains 26599 members 
Mstep: Class 3 contains 198291 members 
Mstep: Class 4 contains 19975 members 
Mstep: Class 5 contains 33402 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 17875 members 
Mstep: Class 8 contains 1470 members 
Mstep: Class 9 contains 58983 members 
Mstep: Class 10 contains 5238 members 
Mstep: Class 11 contains 6247 members 
Mstep: Class 12 contains 3008 members 
Mstep: Class 13 contains 146813 members 
Mstep: Class 14 contains 15464 members 
Mstep: Class 15 contains 4035 members 
Mstep: Class 16 contains 5451 members 
Mstep: Class 17 contains 3509 members 
Mstep: Class 18 contains 220730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132026528.000000 Penalty: 61495.230469
Iteration 6F: 19 clusters Score -1.320265e+08 nChanged 108088
Entering Unmasked Mstep 
Mstep: Class 0 contains 2192 members 
Mstep: Class 1 contains 196608 members 
Mstep: Class 2 contains 29456 members 
Mstep: Class 3 contains 184297 members 
Mstep: Class 4 contains 26890 members 
Mstep: Class 5 contains 31811 members 
Mstep: Class 6 contains 279 members 
Mstep: Class 7 contains 19995 members 
Mstep: Class 8 contains 1400 members 
Mstep: Class 9 contains 60047 members 
Mstep: Class 10 contains 6152 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 3283 members 
Mstep: Class 13 contains 168666 members 
Mstep: Class 14 contains 10616 members 
Mstep: Class 15 contains 2763 members 
Mstep: Class 16 contains 3685 members 
Mstep: Class 17 contains 3357 members 
Mstep: Class 18 contains 205156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2881.202148 but Gain 3416.402344
Score: -132142352.000000 Penalty: 58078.828125
Iteration 7F: 18 clusters Score -1.321424e+08 nChanged 95214
Entering Unmasked Mstep 
Mstep: Class 0 contains 1840 members 
Mstep: Class 1 contains 189232 members 
Mstep: Class 2 contains 31471 members 
Mstep: Class 3 contains 170708 members 
Mstep: Class 4 contains 34685 members 
Mstep: Class 5 contains 30206 members 
Mstep: Class 6 contains 257 members 
Mstep: Class 7 contains 21965 members 
Mstep: Class 8 contains 1409 members 
Mstep: Class 9 contains 61110 members 
Mstep: Class 10 contains 7245 members 
Mstep: Class 11 contains 3107 members 
Mstep: Class 12 contains 3605 members 
Mstep: Class 13 contains 194186 members 
Mstep: Class 14 contains 7494 members 
Mstep: Class 15 contains 1929 members 
Mstep: Class 17 contains 3419 members 
Mstep: Class 18 contains 197212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132236976.000000 Penalty: 58078.828125
Iteration 8F: 18 clusters Score -1.32237e+08 nChanged 82946
Entering Unmasked Mstep 
Mstep: Class 0 contains 1486 members 
Mstep: Class 1 contains 177448 members 
Mstep: Class 2 contains 33558 members 
Mstep: Class 3 contains 157827 members 
Mstep: Class 4 contains 42973 members 
Mstep: Class 5 contains 28297 members 
Mstep: Class 6 contains 239 members 
Mstep: Class 7 contains 23288 members 
Mstep: Class 8 contains 1654 members 
Mstep: Class 9 contains 62743 members 
Mstep: Class 10 contains 8041 members 
Mstep: Class 11 contains 2301 members 
Mstep: Class 12 contains 3994 members 
Mstep: Class 13 contains 217427 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 15 contains 1182 members 
Mstep: Class 17 contains 3598 members 
Mstep: Class 18 contains 189844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132304832.000000 Penalty: 58078.828125
Iteration 9F: 18 clusters Score -1.323048e+08 nChanged 73987
Entering Unmasked Mstep 
Mstep: Class 0 contains 1053 members 
Mstep: Class 1 contains 167190 members 
Mstep: Class 2 contains 36038 members 
Mstep: Class 3 contains 151693 members 
Mstep: Class 4 contains 51436 members 
Mstep: Class 5 contains 26409 members 
Mstep: Class 6 contains 241 members 
Mstep: Class 7 contains 24208 members 
Mstep: Class 8 contains 2084 members 
Mstep: Class 9 contains 64265 members 
Mstep: Class 10 contains 8661 members 
Mstep: Class 11 contains 1860 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 228497 members 
Mstep: Class 14 contains 3735 members 
Mstep: Class 15 contains 695 members 
Mstep: Class 17 contains 3877 members 
Mstep: Class 18 contains 184951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2445.625977 but Gain 3416.402344
Score: -132381904.000000 Penalty: 54662.425781
Iteration 10F: 17 clusters Score -1.323819e+08 nChanged 61672
Entering Unmasked Mstep 
Mstep: Class 0 contains 595 members 
Mstep: Class 1 contains 158005 members 
Mstep: Class 2 contains 38579 members 
Mstep: Class 3 contains 152696 members 
Mstep: Class 4 contains 59756 members 
Mstep: Class 5 contains 25421 members 
Mstep: Class 7 contains 25223 members 
Mstep: Class 8 contains 2614 members 
Mstep: Class 9 contains 65584 members 
Mstep: Class 10 contains 9097 members 
Mstep: Class 11 contains 1633 members 
Mstep: Class 12 contains 4213 members 
Mstep: Class 13 contains 229363 members 
Mstep: Class 14 contains 2971 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 17 contains 4278 members 
Mstep: Class 18 contains 180601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2037.581543 but Gain 3416.402344
Score: -132431456.000000 Penalty: 51246.023438
Iteration 11F: 16 clusters Score -1.324315e+08 nChanged 50186
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 149641 members 
Mstep: Class 2 contains 40855 members 
Mstep: Class 3 contains 156854 members 
Mstep: Class 4 contains 68104 members 
Mstep: Class 5 contains 24901 members 
Mstep: Class 7 contains 25897 members 
Mstep: Class 8 contains 3013 members 
Mstep: Class 9 contains 66763 members 
Mstep: Class 10 contains 9338 members 
Mstep: Class 11 contains 1670 members 
Mstep: Class 12 contains 4244 members 
Mstep: Class 13 contains 225893 members 
Mstep: Class 14 contains 2607 members 
Mstep: Class 17 contains 4766 members 
Mstep: Class 18 contains 176284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132462576.000000 Penalty: 51246.023438
Iteration 12F: 16 clusters Score -1.324626e+08 nChanged 41619
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 141126 members 
Mstep: Class 2 contains 42445 members 
Mstep: Class 3 contains 162582 members 
Mstep: Class 4 contains 76298 members 
Mstep: Class 5 contains 24816 members 
Mstep: Class 7 contains 26522 members 
Mstep: Class 8 contains 3114 members 
Mstep: Class 9 contains 67789 members 
Mstep: Class 10 contains 9459 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 220581 members 
Mstep: Class 14 contains 2421 members 
Mstep: Class 17 contains 5365 members 
Mstep: Class 18 contains 172594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132481688.000000 Penalty: 51246.023438
Iteration 13Q: 16 clusters Score -1.324817e+08 nChanged 36894
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 132920 members 
Mstep: Class 2 contains 43876 members 
Mstep: Class 3 contains 169689 members 
Mstep: Class 4 contains 84168 members 
Mstep: Class 5 contains 24810 members 
Mstep: Class 7 contains 27104 members 
Mstep: Class 8 contains 3116 members 
Mstep: Class 9 contains 68686 members 
Mstep: Class 10 contains 9443 members 
Mstep: Class 11 contains 1606 members 
Mstep: Class 12 contains 4142 members 
Mstep: Class 13 contains 213529 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 17 contains 6073 members 
Mstep: Class 18 contains 169442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132498896.000000 Penalty: 51246.023438
Iteration 14Q: 16 clusters Score -1.324989e+08 nChanged 35859
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 124455 members 
Mstep: Class 2 contains 45100 members 
Mstep: Class 3 contains 178510 members 
Mstep: Class 4 contains 91200 members 
Mstep: Class 5 contains 24874 members 
Mstep: Class 7 contains 27526 members 
Mstep: Class 8 contains 3117 members 
Mstep: Class 9 contains 69484 members 
Mstep: Class 10 contains 9353 members 
Mstep: Class 11 contains 1596 members 
Mstep: Class 12 contains 4089 members 
Mstep: Class 13 contains 205107 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 17 contains 6940 members 
Mstep: Class 18 contains 167282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132513536.000000 Penalty: 51246.023438
Iteration 15Q: 16 clusters Score -1.325135e+08 nChanged 34503
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 116547 members 
Mstep: Class 2 contains 46155 members 
Mstep: Class 3 contains 186665 members 
Mstep: Class 4 contains 97722 members 
Mstep: Class 5 contains 24981 members 
Mstep: Class 7 contains 27720 members 
Mstep: Class 8 contains 3111 members 
Mstep: Class 9 contains 70110 members 
Mstep: Class 10 contains 9231 members 
Mstep: Class 11 contains 1593 members 
Mstep: Class 12 contains 4040 members 
Mstep: Class 13 contains 197147 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 17 contains 7890 members 
Mstep: Class 18 contains 165720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132522088.000000 Penalty: 51246.023438
Iteration 16Q: 16 clusters Score -1.325221e+08 nChanged 31176
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 109755 members 
Mstep: Class 2 contains 47056 members 
Mstep: Class 3 contains 191696 members 
Mstep: Class 4 contains 103656 members 
Mstep: Class 5 contains 25020 members 
Mstep: Class 7 contains 27820 members 
Mstep: Class 8 contains 3102 members 
Mstep: Class 9 contains 70621 members 
Mstep: Class 10 contains 9150 members 
Mstep: Class 11 contains 1589 members 
Mstep: Class 12 contains 4018 members 
Mstep: Class 13 contains 191218 members 
Mstep: Class 14 contains 2322 members 
Mstep: Class 17 contains 8821 members 
Mstep: Class 18 contains 165098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132528680.000000 Penalty: 51246.023438
Iteration 17Q: 16 clusters Score -1.325287e+08 nChanged 26740
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 104211 members 
Mstep: Class 2 contains 47792 members 
Mstep: Class 3 contains 193337 members 
Mstep: Class 4 contains 109013 members 
Mstep: Class 5 contains 24942 members 
Mstep: Class 7 contains 27869 members 
Mstep: Class 8 contains 3099 members 
Mstep: Class 9 contains 70997 members 
Mstep: Class 10 contains 9087 members 
Mstep: Class 11 contains 1589 members 
Mstep: Class 12 contains 4010 members 
Mstep: Class 13 contains 187581 members 
Mstep: Class 14 contains 2317 members 
Mstep: Class 17 contains 9686 members 
Mstep: Class 18 contains 165412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132535280.000000 Penalty: 51246.023438
Iteration 18Q: 16 clusters Score -1.325353e+08 nChanged 21456
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 99880 members 
Mstep: Class 2 contains 48357 members 
Mstep: Class 3 contains 192721 members 
Mstep: Class 4 contains 113398 members 
Mstep: Class 5 contains 24876 members 
Mstep: Class 7 contains 27923 members 
Mstep: Class 8 contains 3099 members 
Mstep: Class 9 contains 71244 members 
Mstep: Class 10 contains 9027 members 
Mstep: Class 11 contains 1590 members 
Mstep: Class 12 contains 4002 members 
Mstep: Class 13 contains 185903 members 
Mstep: Class 14 contains 2308 members 
Mstep: Class 17 contains 10389 members 
Mstep: Class 18 contains 166225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132540776.000000 Penalty: 51246.023438
Iteration 19Q: 16 clusters Score -1.325408e+08 nChanged 17640
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 96312 members 
Mstep: Class 2 contains 48777 members 
Mstep: Class 3 contains 190884 members 
Mstep: Class 4 contains 117035 members 
Mstep: Class 5 contains 24806 members 
Mstep: Class 7 contains 27921 members 
Mstep: Class 8 contains 3099 members 
Mstep: Class 9 contains 71419 members 
Mstep: Class 10 contains 8992 members 
Mstep: Class 11 contains 1592 members 
Mstep: Class 12 contains 3996 members 
Mstep: Class 13 contains 185553 members 
Mstep: Class 14 contains 2312 members 
Mstep: Class 17 contains 11031 members 
Mstep: Class 18 contains 167213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132548512.000000 Penalty: 51246.023438
Iteration 20F: 16 clusters Score -1.325485e+08 nChanged 15066
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 93400 members 
Mstep: Class 2 contains 49110 members 
Mstep: Class 3 contains 188815 members 
Mstep: Class 4 contains 119916 members 
Mstep: Class 5 contains 24722 members 
Mstep: Class 7 contains 27884 members 
Mstep: Class 8 contains 3093 members 
Mstep: Class 9 contains 71580 members 
Mstep: Class 10 contains 8987 members 
Mstep: Class 11 contains 1591 members 
Mstep: Class 12 contains 3993 members 
Mstep: Class 13 contains 185687 members 
Mstep: Class 14 contains 2392 members 
Mstep: Class 17 contains 11695 members 
Mstep: Class 18 contains 168158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132556024.000000 Penalty: 51246.023438
Iteration 21Q: 16 clusters Score -1.32556e+08 nChanged 12975
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 91030 members 
Mstep: Class 2 contains 49430 members 
Mstep: Class 3 contains 186772 members 
Mstep: Class 4 contains 122226 members 
Mstep: Class 5 contains 24710 members 
Mstep: Class 7 contains 27818 members 
Mstep: Class 8 contains 2991 members 
Mstep: Class 9 contains 71716 members 
Mstep: Class 10 contains 8995 members 
Mstep: Class 11 contains 1591 members 
Mstep: Class 12 contains 3991 members 
Mstep: Class 13 contains 185974 members 
Mstep: Class 14 contains 2430 members 
Mstep: Class 17 contains 12343 members 
Mstep: Class 18 contains 169007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132559800.000000 Penalty: 51246.023438
Iteration 22Q: 16 clusters Score -1.325598e+08 nChanged 11549
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 89294 members 
Mstep: Class 2 contains 49661 members 
Mstep: Class 3 contains 185228 members 
Mstep: Class 4 contains 124122 members 
Mstep: Class 5 contains 24748 members 
Mstep: Class 7 contains 27749 members 
Mstep: Class 8 contains 2985 members 
Mstep: Class 9 contains 71816 members 
Mstep: Class 10 contains 9006 members 
Mstep: Class 11 contains 1590 members 
Mstep: Class 12 contains 3991 members 
Mstep: Class 13 contains 186071 members 
Mstep: Class 14 contains 2349 members 
Mstep: Class 17 contains 12976 members 
Mstep: Class 18 contains 169438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132562368.000000 Penalty: 51246.023438
Iteration 23Q: 16 clusters Score -1.325624e+08 nChanged 10441
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 87913 members 
Mstep: Class 2 contains 49803 members 
Mstep: Class 3 contains 184214 members 
Mstep: Class 4 contains 125643 members 
Mstep: Class 5 contains 24823 members 
Mstep: Class 7 contains 27702 members 
Mstep: Class 8 contains 2985 members 
Mstep: Class 9 contains 71903 members 
Mstep: Class 10 contains 8993 members 
Mstep: Class 11 contains 1590 members 
Mstep: Class 12 contains 3991 members 
Mstep: Class 13 contains 185953 members 
Mstep: Class 14 contains 2316 members 
Mstep: Class 17 contains 13536 members 
Mstep: Class 18 contains 169659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132564480.000000 Penalty: 51246.023438
Iteration 24Q: 16 clusters Score -1.325645e+08 nChanged 9883
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 86899 members 
Mstep: Class 2 contains 49868 members 
Mstep: Class 3 contains 183591 members 
Mstep: Class 4 contains 126894 members 
Mstep: Class 5 contains 24963 members 
Mstep: Class 7 contains 27637 members 
Mstep: Class 8 contains 2985 members 
Mstep: Class 9 contains 71968 members 
Mstep: Class 10 contains 8983 members 
Mstep: Class 11 contains 1588 members 
Mstep: Class 12 contains 3989 members 
Mstep: Class 13 contains 185524 members 
Mstep: Class 14 contains 2290 members 
Mstep: Class 17 contains 14100 members 
Mstep: Class 18 contains 169745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132566824.000000 Penalty: 51246.023438
Iteration 25Q: 16 clusters Score -1.325668e+08 nChanged 9244
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 86109 members 
Mstep: Class 2 contains 49877 members 
Mstep: Class 3 contains 183209 members 
Mstep: Class 4 contains 127866 members 
Mstep: Class 5 contains 25100 members 
Mstep: Class 7 contains 27569 members 
Mstep: Class 8 contains 2985 members 
Mstep: Class 9 contains 71988 members 
Mstep: Class 10 contains 8990 members 
Mstep: Class 11 contains 1589 members 
Mstep: Class 12 contains 3988 members 
Mstep: Class 13 contains 184957 members 
Mstep: Class 14 contains 2266 members 
Mstep: Class 17 contains 14601 members 
Mstep: Class 18 contains 169930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132569344.000000 Penalty: 51246.023438
Iteration 26Q: 16 clusters Score -1.325693e+08 nChanged 8918
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 85591 members 
Mstep: Class 2 contains 49862 members 
Mstep: Class 3 contains 182989 members 
Mstep: Class 4 contains 128650 members 
Mstep: Class 5 contains 25343 members 
Mstep: Class 7 contains 27525 members 
Mstep: Class 8 contains 2985 members 
Mstep: Class 9 contains 72001 members 
Mstep: Class 10 contains 8997 members 
Mstep: Class 11 contains 1588 members 
Mstep: Class 12 contains 3987 members 
Mstep: Class 13 contains 184251 members 
Mstep: Class 14 contains 2246 members 
Mstep: Class 17 contains 15070 members 
Mstep: Class 18 contains 169939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132571720.000000 Penalty: 51246.023438
Iteration 27Q: 16 clusters Score -1.325717e+08 nChanged 8624
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 85294 members 
Mstep: Class 2 contains 49818 members 
Mstep: Class 3 contains 182694 members 
Mstep: Class 4 contains 129247 members 
Mstep: Class 5 contains 25677 members 
Mstep: Class 7 contains 27470 members 
Mstep: Class 8 contains 2985 members 
Mstep: Class 9 contains 72004 members 
Mstep: Class 10 contains 8986 members 
Mstep: Class 11 contains 1586 members 
Mstep: Class 12 contains 3987 members 
Mstep: Class 13 contains 183628 members 
Mstep: Class 14 contains 2231 members 
Mstep: Class 17 contains 15514 members 
Mstep: Class 18 contains 169903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132574728.000000 Penalty: 51246.023438
Iteration 28Q: 16 clusters Score -1.325747e+08 nChanged 8429
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 85225 members 
Mstep: Class 2 contains 49715 members 
Mstep: Class 3 contains 182408 members 
Mstep: Class 4 contains 129650 members 
Mstep: Class 5 contains 26021 members 
Mstep: Class 7 contains 27459 members 
Mstep: Class 8 contains 2985 members 
Mstep: Class 9 contains 71946 members 
Mstep: Class 10 contains 8981 members 
Mstep: Class 11 contains 1586 members 
Mstep: Class 12 contains 3987 members 
Mstep: Class 13 contains 183019 members 
Mstep: Class 14 contains 2217 members 
Mstep: Class 17 contains 15964 members 
Mstep: Class 18 contains 169861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132576584.000000 Penalty: 51246.023438
Iteration 29Q: 16 clusters Score -1.325766e+08 nChanged 8042
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 85185 members 
Mstep: Class 2 contains 49576 members 
Mstep: Class 3 contains 182157 members 
Mstep: Class 4 contains 129966 members 
Mstep: Class 5 contains 26373 members 
Mstep: Class 7 contains 27422 members 
Mstep: Class 8 contains 2985 members 
Mstep: Class 9 contains 71879 members 
Mstep: Class 10 contains 8965 members 
Mstep: Class 11 contains 1585 members 
Mstep: Class 12 contains 3987 members 
Mstep: Class 13 contains 182388 members 
Mstep: Class 14 contains 2214 members 
Mstep: Class 17 contains 16419 members 
Mstep: Class 18 contains 169923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132578344.000000 Penalty: 51246.023438
Iteration 30Q: 16 clusters Score -1.325783e+08 nChanged 7998
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 85240 members 
Mstep: Class 2 contains 49397 members 
Mstep: Class 3 contains 181935 members 
Mstep: Class 4 contains 130253 members 
Mstep: Class 5 contains 26733 members 
Mstep: Class 7 contains 27400 members 
Mstep: Class 8 contains 2985 members 
Mstep: Class 9 contains 71833 members 
Mstep: Class 10 contains 8969 members 
Mstep: Class 11 contains 1582 members 
Mstep: Class 12 contains 3989 members 
Mstep: Class 13 contains 181789 members 
Mstep: Class 14 contains 2197 members 
Mstep: Class 17 contains 16883 members 
Mstep: Class 18 contains 169839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132580104.000000 Penalty: 51246.023438
Iteration 31Q: 16 clusters Score -1.325801e+08 nChanged 7927
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 85272 members 
Mstep: Class 2 contains 49214 members 
Mstep: Class 3 contains 181831 members 
Mstep: Class 4 contains 130502 members 
Mstep: Class 5 contains 27158 members 
Mstep: Class 7 contains 27366 members 
Mstep: Class 8 contains 2985 members 
Mstep: Class 9 contains 71782 members 
Mstep: Class 10 contains 8945 members 
Mstep: Class 11 contains 1580 members 
Mstep: Class 12 contains 3989 members 
Mstep: Class 13 contains 181217 members 
Mstep: Class 14 contains 2185 members 
Mstep: Class 17 contains 17350 members 
Mstep: Class 18 contains 169648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132582456.000000 Penalty: 51246.023438
Iteration 32Q: 16 clusters Score -1.325825e+08 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 85442 members 
Mstep: Class 2 contains 49006 members 
Mstep: Class 3 contains 181696 members 
Mstep: Class 4 contains 130638 members 
Mstep: Class 5 contains 27595 members 
Mstep: Class 7 contains 27322 members 
Mstep: Class 8 contains 2986 members 
Mstep: Class 9 contains 71690 members 
Mstep: Class 10 contains 8920 members 
Mstep: Class 11 contains 1580 members 
Mstep: Class 12 contains 3988 members 
Mstep: Class 13 contains 180682 members 
Mstep: Class 14 contains 2170 members 
Mstep: Class 17 contains 17871 members 
Mstep: Class 18 contains 169438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132583992.000000 Penalty: 51246.023438
Iteration 33Q: 16 clusters Score -1.32584e+08 nChanged 7648
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 85651 members 
Mstep: Class 2 contains 48781 members 
Mstep: Class 3 contains 181427 members 
Mstep: Class 4 contains 130679 members 
Mstep: Class 5 contains 28022 members 
Mstep: Class 7 contains 27274 members 
Mstep: Class 8 contains 2986 members 
Mstep: Class 9 contains 71620 members 
Mstep: Class 10 contains 8895 members 
Mstep: Class 11 contains 1578 members 
Mstep: Class 12 contains 3988 members 
Mstep: Class 13 contains 180285 members 
Mstep: Class 14 contains 2164 members 
Mstep: Class 17 contains 18429 members 
Mstep: Class 18 contains 169245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132585760.000000 Penalty: 51246.023438
Iteration 34Q: 16 clusters Score -1.325858e+08 nChanged 7515
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 85826 members 
Mstep: Class 2 contains 48501 members 
Mstep: Class 3 contains 181315 members 
Mstep: Class 4 contains 130687 members 
Mstep: Class 5 contains 28459 members 
Mstep: Class 7 contains 27252 members 
Mstep: Class 8 contains 2986 members 
Mstep: Class 9 contains 71513 members 
Mstep: Class 10 contains 8859 members 
Mstep: Class 11 contains 1575 members 
Mstep: Class 12 contains 3988 members 
Mstep: Class 13 contains 179867 members 
Mstep: Class 14 contains 2166 members 
Mstep: Class 17 contains 19022 members 
Mstep: Class 18 contains 169008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132587680.000000 Penalty: 51246.023438
Iteration 35Q: 16 clusters Score -1.325877e+08 nChanged 7356
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 86037 members 
Mstep: Class 2 contains 48212 members 
Mstep: Class 3 contains 181274 members 
Mstep: Class 4 contains 130605 members 
Mstep: Class 5 contains 28905 members 
Mstep: Class 7 contains 27243 members 
Mstep: Class 8 contains 2986 members 
Mstep: Class 9 contains 71400 members 
Mstep: Class 10 contains 8811 members 
Mstep: Class 11 contains 1574 members 
Mstep: Class 12 contains 3987 members 
Mstep: Class 13 contains 179492 members 
Mstep: Class 14 contains 2166 members 
Mstep: Class 17 contains 19637 members 
Mstep: Class 18 contains 168695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132589184.000000 Penalty: 51246.023438
Iteration 36Q: 16 clusters Score -1.325892e+08 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 86246 members 
Mstep: Class 2 contains 47931 members 
Mstep: Class 3 contains 181216 members 
Mstep: Class 4 contains 130411 members 
Mstep: Class 5 contains 29282 members 
Mstep: Class 7 contains 27257 members 
Mstep: Class 8 contains 2986 members 
Mstep: Class 9 contains 71259 members 
Mstep: Class 10 contains 8759 members 
Mstep: Class 11 contains 1572 members 
Mstep: Class 12 contains 3988 members 
Mstep: Class 13 contains 179178 members 
Mstep: Class 14 contains 2164 members 
Mstep: Class 17 contains 20314 members 
Mstep: Class 18 contains 168461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132591288.000000 Penalty: 51246.023438
Iteration 37Q: 16 clusters Score -1.325913e+08 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 86414 members 
Mstep: Class 2 contains 47635 members 
Mstep: Class 3 contains 181222 members 
Mstep: Class 4 contains 130191 members 
Mstep: Class 5 contains 29617 members 
Mstep: Class 7 contains 27277 members 
Mstep: Class 8 contains 2986 members 
Mstep: Class 9 contains 71114 members 
Mstep: Class 10 contains 8723 members 
Mstep: Class 11 contains 1571 members 
Mstep: Class 12 contains 3987 members 
Mstep: Class 13 contains 178892 members 
Mstep: Class 14 contains 2164 members 
Mstep: Class 17 contains 21027 members 
Mstep: Class 18 contains 168204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132592728.000000 Penalty: 51246.023438
Iteration 38Q: 16 clusters Score -1.325927e+08 nChanged 6429
Entering ConstructFrom: 
Score: -132592728.000000 Penalty: 51246.023438
Entering ConstructFrom: 
Trying to split cluster 1 (86514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86514 members 
Entering Unmasked Estep 
Score: -12240007.000000 Penalty: 2819.279053
	Iteration 0F: 2 clusters Score -1.224001e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43185 members 
Mstep: Class 2 contains 43329 members 
Entering Unmasked Estep 
Score: -12182204.000000 Penalty: 5638.558105
	Iteration 0F: 3 clusters Score -1.21822e+07 nChanged 40826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42901 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -12205473.000000 Penalty: 5638.558105
	Iteration 1F: 3 clusters Score -1.220547e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 43865 members 
Entering Unmasked Estep 
Score: -12206179.000000 Penalty: 5638.558105
	Iteration 2Q: 3 clusters Score -1.220618e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42253 members 
Mstep: Class 2 contains 44261 members 
Entering Unmasked Estep 
Score: -12206853.000000 Penalty: 5638.558105
	Iteration 3Q: 3 clusters Score -1.220685e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41633 members 
Mstep: Class 2 contains 44881 members 
Entering Unmasked Estep 
Score: -12207626.000000 Penalty: 5638.558105
	Iteration 4Q: 3 clusters Score -1.220763e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 45726 members 
Entering Unmasked Estep 
Score: -12208625.000000 Penalty: 5638.558105
	Iteration 5Q: 3 clusters Score -1.220862e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39572 members 
Mstep: Class 2 contains 46942 members 
Entering Unmasked Estep 
Score: -12209960.000000 Penalty: 5638.558105
	Iteration 6Q: 3 clusters Score -1.220996e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 48628 members 
Entering Unmasked Estep 
Score: -12211649.000000 Penalty: 5638.558105
	Iteration 7Q: 3 clusters Score -1.221165e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 51005 members 
Entering Unmasked Estep 
Score: -12214125.000000 Penalty: 5638.558105
	Iteration 8F: 3 clusters Score -1.221412e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 53919 members 
Entering Unmasked Estep 
Score: -12217390.000000 Penalty: 5638.558105
	Iteration 9F: 3 clusters Score -1.221739e+07 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 57203 members 
Entering Unmasked Estep 
Score: -12221350.000000 Penalty: 5638.558105
	Iteration 10F: 3 clusters Score -1.222135e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 60194 members 
Entering Unmasked Estep 
Score: -12224920.000000 Penalty: 5638.558105
	Iteration 11F: 3 clusters Score -1.222492e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 62761 members 
Entering Unmasked Estep 
Score: -12227533.000000 Penalty: 5638.558105
	Iteration 12Q: 3 clusters Score -1.222753e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 64910 members 
Entering Unmasked Estep 
Score: -12229458.000000 Penalty: 5638.558105
	Iteration 13Q: 3 clusters Score -1.222946e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 66860 members 
Entering Unmasked Estep 
Score: -12231256.000000 Penalty: 5638.558105
	Iteration 14Q: 3 clusters Score -1.223126e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 68602 members 
Entering Unmasked Estep 
Score: -12232857.000000 Penalty: 5638.558105
	Iteration 15Q: 3 clusters Score -1.223286e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 70002 members 
Entering Unmasked Estep 
Score: -12234233.000000 Penalty: 5638.558105
	Iteration 16Q: 3 clusters Score -1.223423e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 71023 members 
Entering Unmasked Estep 
Score: -12235337.000000 Penalty: 5638.558105
	Iteration 17Q: 3 clusters Score -1.223534e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 71716 members 
Entering Unmasked Estep 
Score: -12236100.000000 Penalty: 5638.558105
	Iteration 18Q: 3 clusters Score -1.22361e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 72236 members 
Entering Unmasked Estep 
Score: -12236572.000000 Penalty: 5638.558105
	Iteration 19Q: 3 clusters Score -1.223657e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 72630 members 
Entering Unmasked Estep 
Score: -12236939.000000 Penalty: 5638.558105
	Iteration 20F: 3 clusters Score -1.223694e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 72900 members 
Entering Unmasked Estep 
Score: -12237237.000000 Penalty: 5638.558105
	Iteration 21Q: 3 clusters Score -1.223724e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 73124 members 
Entering Unmasked Estep 
Score: -12237408.000000 Penalty: 5638.558105
	Iteration 22Q: 3 clusters Score -1.223741e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 73292 members 
Entering Unmasked Estep 
Score: -12237563.000000 Penalty: 5638.558105
	Iteration 23Q: 3 clusters Score -1.223756e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 73432 members 
Entering Unmasked Estep 
Score: -12237648.000000 Penalty: 5638.558105
	Iteration 24Q: 3 clusters Score -1.223765e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 73550 members 
Entering Unmasked Estep 
Score: -12237686.000000 Penalty: 5638.558105
	Iteration 25Q: 3 clusters Score -1.223769e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 73627 members 
Entering Unmasked Estep 
Score: -12237683.000000 Penalty: 5638.558105
	Iteration 26Q: 3 clusters Score -1.223768e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 73711 members 
Entering Unmasked Estep 
Score: -12237709.000000 Penalty: 5638.558105
	Iteration 27Q: 3 clusters Score -1.223771e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 73806 members 
Entering Unmasked Estep 
Score: -12237690.000000 Penalty: 5638.558105
	Iteration 28Q: 3 clusters Score -1.223769e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 73891 members 
Entering Unmasked Estep 
Score: -12237752.000000 Penalty: 5638.558105
	Iteration 29Q: 3 clusters Score -1.223775e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 73955 members 
Entering Unmasked Estep 
Score: -12237763.000000 Penalty: 5638.558105
	Iteration 30Q: 3 clusters Score -1.223776e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 74012 members 
Entering Unmasked Estep 
Score: -12237759.000000 Penalty: 5638.558105
	Iteration 31Q: 3 clusters Score -1.223776e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 74054 members 
Entering Unmasked Estep 
Score: -12237744.000000 Penalty: 5638.558105
	Iteration 32Q: 3 clusters Score -1.223774e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 74089 members 
Entering Unmasked Estep 
Score: -12237762.000000 Penalty: 5638.558105
	Iteration 33Q: 3 clusters Score -1.223776e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 74125 members 
Entering Unmasked Estep 
Score: -12237782.000000 Penalty: 5638.558105
	Iteration 34Q: 3 clusters Score -1.223778e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 74158 members 
Entering Unmasked Estep 
Score: -12237780.000000 Penalty: 5638.558105
	Iteration 35Q: 3 clusters Score -1.223778e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 74187 members 
Entering Unmasked Estep 
Score: -12237799.000000 Penalty: 5638.558105
	Iteration 36Q: 3 clusters Score -1.22378e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 74209 members 
Entering Unmasked Estep 
Score: -12237797.000000 Penalty: 5638.558105
	Iteration 37Q: 3 clusters Score -1.22378e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 74230 members 
Entering Unmasked Estep 
Score: -12237807.000000 Penalty: 5638.558105
	Iteration 38Q: 3 clusters Score -1.223781e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 74250 members 
Entering Unmasked Estep 
Score: -12237799.000000 Penalty: 5638.558105
	Iteration 39Q: 3 clusters Score -1.22378e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 74263 members 
Entering Unmasked Estep 
Score: -12237800.000000 Penalty: 5638.558105
	Iteration 40F: 3 clusters Score -1.22378e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 74283 members 
Entering Unmasked Estep 
Score: -12237793.000000 Penalty: 5638.558105
	Iteration 41Q: 3 clusters Score -1.223779e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 74306 members 
Entering Unmasked Estep 
Score: -12237797.000000 Penalty: 5638.558105
	Iteration 42Q: 3 clusters Score -1.22378e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 74324 members 
Entering Unmasked Estep 
Score: -12237801.000000 Penalty: 5638.558105
	Iteration 43Q: 3 clusters Score -1.22378e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 74341 members 
Entering Unmasked Estep 
Score: -12237813.000000 Penalty: 5638.558105
	Iteration 44Q: 3 clusters Score -1.223781e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 74365 members 
Entering Unmasked Estep 
Score: -12237794.000000 Penalty: 5638.558105
	Iteration 45Q: 3 clusters Score -1.223779e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 74384 members 
Entering Unmasked Estep 
Score: -12237809.000000 Penalty: 5638.558105
	Iteration 46Q: 3 clusters Score -1.223781e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 74397 members 
Entering Unmasked Estep 
Score: -12237807.000000 Penalty: 5638.558105
	Iteration 47Q: 3 clusters Score -1.223781e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 74406 members 
Entering Unmasked Estep 
Score: -12237818.000000 Penalty: 5638.558105
	Iteration 48Q: 3 clusters Score -1.223782e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 74418 members 
Entering Unmasked Estep 
Score: -12237824.000000 Penalty: 5638.558105
	Iteration 49Q: 3 clusters Score -1.223782e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 74429 members 
Entering Unmasked Estep 
Score: -12237831.000000 Penalty: 5638.558105
	Iteration 50Q: 3 clusters Score -1.223783e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 74437 members 
Entering Unmasked Estep 
Score: -12237839.000000 Penalty: 5638.558105
	Iteration 51Q: 3 clusters Score -1.223784e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 74445 members 
Entering Unmasked Estep 
Score: -12237829.000000 Penalty: 5638.558105
	Iteration 52Q: 3 clusters Score -1.223783e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 74454 members 
Entering Unmasked Estep 
Score: -12237811.000000 Penalty: 5638.558105
	Iteration 53Q: 3 clusters Score -1.223781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 74459 members 
Entering Unmasked Estep 
Score: -12237811.000000 Penalty: 5638.558105
	Iteration 54Q: 3 clusters Score -1.223781e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 74465 members 
Entering Unmasked Estep 
Score: -12237821.000000 Penalty: 5638.558105
	Iteration 55Q: 3 clusters Score -1.223782e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 74470 members 
Entering Unmasked Estep 
Score: -12237809.000000 Penalty: 5638.558105
	Iteration 56Q: 3 clusters Score -1.223781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 74472 members 
Entering Unmasked Estep 
Score: -12237820.000000 Penalty: 5638.558105
	Iteration 57Q: 3 clusters Score -1.223782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 74476 members 
Entering Unmasked Estep 
Score: -12237813.000000 Penalty: 5638.558105
	Iteration 58Q: 3 clusters Score -1.223781e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 74484 members 
Entering Unmasked Estep 
Score: -12237818.000000 Penalty: 5638.558105
	Iteration 59Q: 3 clusters Score -1.223782e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 74489 members 
Entering Unmasked Estep 
Score: -12237822.000000 Penalty: 5638.558105
	Iteration 60F: 3 clusters Score -1.223782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 74493 members 
Entering Unmasked Estep 
Score: -12237825.000000 Penalty: 5638.558105
	Iteration 61Q: 3 clusters Score -1.223782e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 74497 members 
Entering Unmasked Estep 
Score: -12237821.000000 Penalty: 5638.558105
	Iteration 62Q: 3 clusters Score -1.223782e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 74504 members 
Entering Unmasked Estep 
Score: -12237827.000000 Penalty: 5638.558105
	Iteration 63Q: 3 clusters Score -1.223783e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 74510 members 
Entering Unmasked Estep 
Score: -12237812.000000 Penalty: 5638.558105
	Iteration 64Q: 3 clusters Score -1.223781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 74511 members 
Entering Unmasked Estep 
Score: -12237812.000000 Penalty: 5638.558105
	Iteration 65Q: 3 clusters Score -1.223781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 74512 members 
Entering Unmasked Estep 
Score: -12237812.000000 Penalty: 5638.558105
	Iteration 66Q: 3 clusters Score -1.223781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 74514 members 
Entering Unmasked Estep 
Score: -12237815.000000 Penalty: 5638.558105
	Iteration 67Q: 3 clusters Score -1.223782e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 74514 members 
Entering Unmasked Estep 
Score: -12237815.000000 Penalty: 5638.558105
	Iteration 68F: 3 clusters Score -1.223782e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (47355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47355 members 
Entering Unmasked Estep 
Score: -6475825.500000 Penalty: 2669.825928
	Iteration 0F: 2 clusters Score -6475826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -6444037.000000 Penalty: 5339.651855
	Iteration 0F: 3 clusters Score -6444037 nChanged 21741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -6456460.500000 Penalty: 5339.651855
	Iteration 1F: 3 clusters Score -6456460 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -6457527.000000 Penalty: 5339.651855
	Iteration 2F: 3 clusters Score -6457527 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -6458954.500000 Penalty: 5339.651855
	Iteration 3F: 3 clusters Score -6458954 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -6460760.000000 Penalty: 5339.651855
	Iteration 4F: 3 clusters Score -6460760 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -6462736.000000 Penalty: 5339.651855
	Iteration 5F: 3 clusters Score -6462736 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -6464701.000000 Penalty: 5339.651855
	Iteration 6F: 3 clusters Score -6464701 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -6466355.500000 Penalty: 5339.651855
	Iteration 7F: 3 clusters Score -6466356 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -6467644.000000 Penalty: 5339.651855
	Iteration 8F: 3 clusters Score -6467644 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -6468665.000000 Penalty: 5339.651855
	Iteration 9Q: 3 clusters Score -6468665 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -6469413.000000 Penalty: 5339.651855
	Iteration 10Q: 3 clusters Score -6469413 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -6469968.500000 Penalty: 5339.651855
	Iteration 11Q: 3 clusters Score -6469968 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -6470465.500000 Penalty: 5339.651855
	Iteration 12Q: 3 clusters Score -6470466 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -6470980.000000 Penalty: 5339.651855
	Iteration 13Q: 3 clusters Score -6470980 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -6471617.500000 Penalty: 5339.651855
	Iteration 14Q: 3 clusters Score -6471618 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -6472327.000000 Penalty: 5339.651855
	Iteration 15Q: 3 clusters Score -6472327 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42606 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -6473011.500000 Penalty: 5339.651855
	Iteration 16Q: 3 clusters Score -6473012 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -6473579.500000 Penalty: 5339.651855
	Iteration 17Q: 3 clusters Score -6473580 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43488 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -6474010.500000 Penalty: 5339.651855
	Iteration 18Q: 3 clusters Score -6474010 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -6474272.500000 Penalty: 5339.651855
	Iteration 19Q: 3 clusters Score -6474272 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43867 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -6474424.000000 Penalty: 5339.651855
	Iteration 20F: 3 clusters Score -6474424 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -6474510.500000 Penalty: 5339.651855
	Iteration 21Q: 3 clusters Score -6474510 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44082 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -6474576.000000 Penalty: 5339.651855
	Iteration 22Q: 3 clusters Score -6474576 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44163 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -6474638.000000 Penalty: 5339.651855
	Iteration 23Q: 3 clusters Score -6474638 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44240 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -6474704.500000 Penalty: 5339.651855
	Iteration 24Q: 3 clusters Score -6474704 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44309 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -6474756.000000 Penalty: 5339.651855
	Iteration 25Q: 3 clusters Score -6474756 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44374 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -6474818.000000 Penalty: 5339.651855
	Iteration 26Q: 3 clusters Score -6474818 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44415 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -6474848.000000 Penalty: 5339.651855
	Iteration 27Q: 3 clusters Score -6474848 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -6474876.500000 Penalty: 5339.651855
	Iteration 28Q: 3 clusters Score -6474876 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44494 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -6474905.000000 Penalty: 5339.651855
	Iteration 29Q: 3 clusters Score -6474905 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44523 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -6474920.000000 Penalty: 5339.651855
	Iteration 30Q: 3 clusters Score -6474920 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -6474938.000000 Penalty: 5339.651855
	Iteration 31Q: 3 clusters Score -6474938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44552 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -6474946.500000 Penalty: 5339.651855
	Iteration 32Q: 3 clusters Score -6474946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44556 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -6474941.500000 Penalty: 5339.651855
	Iteration 33Q: 3 clusters Score -6474942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -6474938.500000 Penalty: 5339.651855
	Iteration 34Q: 3 clusters Score -6474938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -6474935.500000 Penalty: 5339.651855
	Iteration 35Q: 3 clusters Score -6474936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -6474935.500000 Penalty: 5339.651855
	Iteration 36F: 3 clusters Score -6474936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (181277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181277 members 
Entering Unmasked Estep 
Score: -25312308.000000 Penalty: 3002.729736
	Iteration 0F: 2 clusters Score -2.531231e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90755 members 
Mstep: Class 2 contains 90522 members 
Entering Unmasked Estep 
Score: -25205196.000000 Penalty: 6005.459473
	Iteration 0F: 3 clusters Score -2.52052e+07 nChanged 86894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91957 members 
Mstep: Class 2 contains 89320 members 
Entering Unmasked Estep 
Score: -25256702.000000 Penalty: 6005.459473
	Iteration 1F: 3 clusters Score -2.52567e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92816 members 
Mstep: Class 2 contains 88461 members 
Entering Unmasked Estep 
Score: -25257514.000000 Penalty: 6005.459473
	Iteration 2Q: 3 clusters Score -2.525751e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94028 members 
Mstep: Class 2 contains 87249 members 
Entering Unmasked Estep 
Score: -25258954.000000 Penalty: 6005.459473
	Iteration 3Q: 3 clusters Score -2.525895e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95920 members 
Mstep: Class 2 contains 85357 members 
Entering Unmasked Estep 
Score: -25260442.000000 Penalty: 6005.459473
	Iteration 4Q: 3 clusters Score -2.526044e+07 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98721 members 
Mstep: Class 2 contains 82556 members 
Entering Unmasked Estep 
Score: -25263090.000000 Penalty: 6005.459473
	Iteration 5Q: 3 clusters Score -2.526309e+07 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102477 members 
Mstep: Class 2 contains 78800 members 
Entering Unmasked Estep 
Score: -25266950.000000 Penalty: 6005.459473
	Iteration 6Q: 3 clusters Score -2.526695e+07 nChanged 9486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106917 members 
Mstep: Class 2 contains 74360 members 
Entering Unmasked Estep 
Score: -25272132.000000 Penalty: 6005.459473
	Iteration 7F: 3 clusters Score -2.527213e+07 nChanged 10433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111100 members 
Mstep: Class 2 contains 70177 members 
Entering Unmasked Estep 
Score: -25278426.000000 Penalty: 6005.459473
	Iteration 8F: 3 clusters Score -2.527843e+07 nChanged 10674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114108 members 
Mstep: Class 2 contains 67169 members 
Entering Unmasked Estep 
Score: -25284590.000000 Penalty: 6005.459473
	Iteration 9F: 3 clusters Score -2.528459e+07 nChanged 10309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115397 members 
Mstep: Class 2 contains 65880 members 
Entering Unmasked Estep 
Score: -25290602.000000 Penalty: 6005.459473
	Iteration 10F: 3 clusters Score -2.52906e+07 nChanged 9734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115023 members 
Mstep: Class 2 contains 66254 members 
Entering Unmasked Estep 
Score: -25296090.000000 Penalty: 6005.459473
	Iteration 11F: 3 clusters Score -2.529609e+07 nChanged 8480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113885 members 
Mstep: Class 2 contains 67392 members 
Entering Unmasked Estep 
Score: -25300058.000000 Penalty: 6005.459473
	Iteration 12Q: 3 clusters Score -2.530006e+07 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112775 members 
Mstep: Class 2 contains 68502 members 
Entering Unmasked Estep 
Score: -25301674.000000 Penalty: 6005.459473
	Iteration 13Q: 3 clusters Score -2.530167e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111800 members 
Mstep: Class 2 contains 69477 members 
Entering Unmasked Estep 
Score: -25302256.000000 Penalty: 6005.459473
	Iteration 14Q: 3 clusters Score -2.530226e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110898 members 
Mstep: Class 2 contains 70379 members 
Entering Unmasked Estep 
Score: -25302538.000000 Penalty: 6005.459473
	Iteration 15Q: 3 clusters Score -2.530254e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109978 members 
Mstep: Class 2 contains 71299 members 
Entering Unmasked Estep 
Score: -25302770.000000 Penalty: 6005.459473
	Iteration 16Q: 3 clusters Score -2.530277e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109018 members 
Mstep: Class 2 contains 72259 members 
Entering Unmasked Estep 
Score: -25302830.000000 Penalty: 6005.459473
	Iteration 17Q: 3 clusters Score -2.530283e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107998 members 
Mstep: Class 2 contains 73279 members 
Entering Unmasked Estep 
Score: -25303050.000000 Penalty: 6005.459473
	Iteration 18Q: 3 clusters Score -2.530305e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106879 members 
Mstep: Class 2 contains 74398 members 
Entering Unmasked Estep 
Score: -25303106.000000 Penalty: 6005.459473
	Iteration 19Q: 3 clusters Score -2.530311e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105710 members 
Mstep: Class 2 contains 75567 members 
Entering Unmasked Estep 
Score: -25303250.000000 Penalty: 6005.459473
	Iteration 20F: 3 clusters Score -2.530325e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104454 members 
Mstep: Class 2 contains 76823 members 
Entering Unmasked Estep 
Score: -25303482.000000 Penalty: 6005.459473
	Iteration 21Q: 3 clusters Score -2.530348e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103146 members 
Mstep: Class 2 contains 78131 members 
Entering Unmasked Estep 
Score: -25303686.000000 Penalty: 6005.459473
	Iteration 22Q: 3 clusters Score -2.530369e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101804 members 
Mstep: Class 2 contains 79473 members 
Entering Unmasked Estep 
Score: -25303936.000000 Penalty: 6005.459473
	Iteration 23Q: 3 clusters Score -2.530394e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100340 members 
Mstep: Class 2 contains 80937 members 
Entering Unmasked Estep 
Score: -25304142.000000 Penalty: 6005.459473
	Iteration 24Q: 3 clusters Score -2.530414e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98827 members 
Mstep: Class 2 contains 82450 members 
Entering Unmasked Estep 
Score: -25304458.000000 Penalty: 6005.459473
	Iteration 25Q: 3 clusters Score -2.530446e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97264 members 
Mstep: Class 2 contains 84013 members 
Entering Unmasked Estep 
Score: -25304708.000000 Penalty: 6005.459473
	Iteration 26Q: 3 clusters Score -2.530471e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95627 members 
Mstep: Class 2 contains 85650 members 
Entering Unmasked Estep 
Score: -25305144.000000 Penalty: 6005.459473
	Iteration 27Q: 3 clusters Score -2.530514e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93930 members 
Mstep: Class 2 contains 87347 members 
Entering Unmasked Estep 
Score: -25305600.000000 Penalty: 6005.459473
	Iteration 28Q: 3 clusters Score -2.53056e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92221 members 
Mstep: Class 2 contains 89056 members 
Entering Unmasked Estep 
Score: -25305926.000000 Penalty: 6005.459473
	Iteration 29Q: 3 clusters Score -2.530593e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90507 members 
Mstep: Class 2 contains 90770 members 
Entering Unmasked Estep 
Score: -25306466.000000 Penalty: 6005.459473
	Iteration 30Q: 3 clusters Score -2.530647e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88805 members 
Mstep: Class 2 contains 92472 members 
Entering Unmasked Estep 
Score: -25306870.000000 Penalty: 6005.459473
	Iteration 31Q: 3 clusters Score -2.530687e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87149 members 
Mstep: Class 2 contains 94128 members 
Entering Unmasked Estep 
Score: -25307244.000000 Penalty: 6005.459473
	Iteration 32Q: 3 clusters Score -2.530724e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85451 members 
Mstep: Class 2 contains 95826 members 
Entering Unmasked Estep 
Score: -25307674.000000 Penalty: 6005.459473
	Iteration 33Q: 3 clusters Score -2.530767e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83706 members 
Mstep: Class 2 contains 97571 members 
Entering Unmasked Estep 
Score: -25308140.000000 Penalty: 6005.459473
	Iteration 34Q: 3 clusters Score -2.530814e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81976 members 
Mstep: Class 2 contains 99301 members 
Entering Unmasked Estep 
Score: -25308674.000000 Penalty: 6005.459473
	Iteration 35Q: 3 clusters Score -2.530867e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80311 members 
Mstep: Class 2 contains 100966 members 
Entering Unmasked Estep 
Score: -25309262.000000 Penalty: 6005.459473
	Iteration 36Q: 3 clusters Score -2.530926e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78561 members 
Mstep: Class 2 contains 102716 members 
Entering Unmasked Estep 
Score: -25309912.000000 Penalty: 6005.459473
	Iteration 37Q: 3 clusters Score -2.530991e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76743 members 
Mstep: Class 2 contains 104534 members 
Entering Unmasked Estep 
Score: -25310600.000000 Penalty: 6005.459473
	Iteration 38Q: 3 clusters Score -2.53106e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75033 members 
Mstep: Class 2 contains 106244 members 
Entering Unmasked Estep 
Score: -25311212.000000 Penalty: 6005.459473
	Iteration 39Q: 3 clusters Score -2.531121e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73385 members 
Mstep: Class 2 contains 107892 members 
Entering Unmasked Estep 
Score: -25311608.000000 Penalty: 6005.459473
	Iteration 40F: 3 clusters Score -2.531161e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71652 members 
Mstep: Class 2 contains 109625 members 
Entering Unmasked Estep 
Score: -25312278.000000 Penalty: 6005.459473
	Iteration 41Q: 3 clusters Score -2.531228e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70013 members 
Mstep: Class 2 contains 111264 members 
Entering Unmasked Estep 
Score: -25312706.000000 Penalty: 6005.459473
	Iteration 42Q: 3 clusters Score -2.531271e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68498 members 
Mstep: Class 2 contains 112779 members 
Entering Unmasked Estep 
Score: -25313082.000000 Penalty: 6005.459473
	Iteration 43Q: 3 clusters Score -2.531308e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66906 members 
Mstep: Class 2 contains 114371 members 
Entering Unmasked Estep 
Score: -25313412.000000 Penalty: 6005.459473
	Iteration 44Q: 3 clusters Score -2.531341e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65204 members 
Mstep: Class 2 contains 116073 members 
Entering Unmasked Estep 
Score: -25313686.000000 Penalty: 6005.459473
	Iteration 45Q: 3 clusters Score -2.531369e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63615 members 
Mstep: Class 2 contains 117662 members 
Entering Unmasked Estep 
Score: -25313882.000000 Penalty: 6005.459473
	Iteration 46Q: 3 clusters Score -2.531388e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62012 members 
Mstep: Class 2 contains 119265 members 
Entering Unmasked Estep 
Score: -25314144.000000 Penalty: 6005.459473
	Iteration 47Q: 3 clusters Score -2.531414e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60395 members 
Mstep: Class 2 contains 120882 members 
Entering Unmasked Estep 
Score: -25314418.000000 Penalty: 6005.459473
	Iteration 48Q: 3 clusters Score -2.531442e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58832 members 
Mstep: Class 2 contains 122445 members 
Entering Unmasked Estep 
Score: -25314590.000000 Penalty: 6005.459473
	Iteration 49Q: 3 clusters Score -2.531459e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57181 members 
Mstep: Class 2 contains 124096 members 
Entering Unmasked Estep 
Score: -25314672.000000 Penalty: 6005.459473
	Iteration 50Q: 3 clusters Score -2.531467e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55372 members 
Mstep: Class 2 contains 125905 members 
Entering Unmasked Estep 
Score: -25314832.000000 Penalty: 6005.459473
	Iteration 51Q: 3 clusters Score -2.531483e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53497 members 
Mstep: Class 2 contains 127780 members 
Entering Unmasked Estep 
Score: -25314988.000000 Penalty: 6005.459473
	Iteration 52Q: 3 clusters Score -2.531499e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51563 members 
Mstep: Class 2 contains 129714 members 
Entering Unmasked Estep 
Score: -25315376.000000 Penalty: 6005.459473
	Iteration 53Q: 3 clusters Score -2.531538e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49559 members 
Mstep: Class 2 contains 131718 members 
Entering Unmasked Estep 
Score: -25315736.000000 Penalty: 6005.459473
	Iteration 54Q: 3 clusters Score -2.531574e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47554 members 
Mstep: Class 2 contains 133723 members 
Entering Unmasked Estep 
Score: -25316092.000000 Penalty: 6005.459473
	Iteration 55Q: 3 clusters Score -2.531609e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 135901 members 
Entering Unmasked Estep 
Score: -25316356.000000 Penalty: 6005.459473
	Iteration 56Q: 3 clusters Score -2.531636e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43161 members 
Mstep: Class 2 contains 138116 members 
Entering Unmasked Estep 
Score: -25316686.000000 Penalty: 6005.459473
	Iteration 57Q: 3 clusters Score -2.531669e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40940 members 
Mstep: Class 2 contains 140337 members 
Entering Unmasked Estep 
Score: -25317118.000000 Penalty: 6005.459473
	Iteration 58Q: 3 clusters Score -2.531712e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 142580 members 
Entering Unmasked Estep 
Score: -25317512.000000 Penalty: 6005.459473
	Iteration 59Q: 3 clusters Score -2.531751e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36422 members 
Mstep: Class 2 contains 144855 members 
Entering Unmasked Estep 
Score: -25317792.000000 Penalty: 6005.459473
	Iteration 60F: 3 clusters Score -2.531779e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 147157 members 
Entering Unmasked Estep 
Score: -25318056.000000 Penalty: 6005.459473
	Iteration 61Q: 3 clusters Score -2.531806e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 149389 members 
Entering Unmasked Estep 
Score: -25318514.000000 Penalty: 6005.459473
	Iteration 62Q: 3 clusters Score -2.531851e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 151506 members 
Entering Unmasked Estep 
Score: -25318794.000000 Penalty: 6005.459473
	Iteration 63Q: 3 clusters Score -2.531879e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 153758 members 
Entering Unmasked Estep 
Score: -25319158.000000 Penalty: 6005.459473
	Iteration 64Q: 3 clusters Score -2.531916e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 155982 members 
Entering Unmasked Estep 
Score: -25319680.000000 Penalty: 6005.459473
	Iteration 65Q: 3 clusters Score -2.531968e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 158133 members 
Entering Unmasked Estep 
Score: -25320140.000000 Penalty: 6005.459473
	Iteration 66Q: 3 clusters Score -2.532014e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 159939 members 
Entering Unmasked Estep 
Score: -25320338.000000 Penalty: 6005.459473
	Iteration 67Q: 3 clusters Score -2.532034e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 161416 members 
Entering Unmasked Estep 
Score: -25320464.000000 Penalty: 6005.459473
	Iteration 68Q: 3 clusters Score -2.532046e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 162630 members 
Entering Unmasked Estep 
Score: -25320470.000000 Penalty: 6005.459473
	Iteration 69Q: 3 clusters Score -2.532047e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 163691 members 
Entering Unmasked Estep 
Score: -25320532.000000 Penalty: 6005.459473
	Iteration 70Q: 3 clusters Score -2.532053e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 164534 members 
Entering Unmasked Estep 
Score: -25320586.000000 Penalty: 6005.459473
	Iteration 71Q: 3 clusters Score -2.532059e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 165295 members 
Entering Unmasked Estep 
Score: -25320672.000000 Penalty: 6005.459473
	Iteration 72Q: 3 clusters Score -2.532067e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 165942 members 
Entering Unmasked Estep 
Score: -25320732.000000 Penalty: 6005.459473
	Iteration 73Q: 3 clusters Score -2.532073e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 166483 members 
Entering Unmasked Estep 
Score: -25320796.000000 Penalty: 6005.459473
	Iteration 74Q: 3 clusters Score -2.53208e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 166926 members 
Entering Unmasked Estep 
Score: -25320900.000000 Penalty: 6005.459473
	Iteration 75Q: 3 clusters Score -2.53209e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 167301 members 
Entering Unmasked Estep 
Score: -25321016.000000 Penalty: 6005.459473
	Iteration 76Q: 3 clusters Score -2.532102e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 167592 members 
Entering Unmasked Estep 
Score: -25321062.000000 Penalty: 6005.459473
	Iteration 77Q: 3 clusters Score -2.532106e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 167810 members 
Entering Unmasked Estep 
Score: -25321256.000000 Penalty: 6005.459473
	Iteration 78Q: 3 clusters Score -2.532126e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 167972 members 
Entering Unmasked Estep 
Score: -25321402.000000 Penalty: 6005.459473
	Iteration 79Q: 3 clusters Score -2.53214e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 168075 members 
Entering Unmasked Estep 
Score: -25321480.000000 Penalty: 6005.459473
	Iteration 80F: 3 clusters Score -2.532148e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 168142 members 
Entering Unmasked Estep 
Score: -25321606.000000 Penalty: 6005.459473
	Iteration 81Q: 3 clusters Score -2.532161e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 168239 members 
Entering Unmasked Estep 
Score: -25321620.000000 Penalty: 6005.459473
	Iteration 82Q: 3 clusters Score -2.532162e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 168323 members 
Entering Unmasked Estep 
Score: -25321662.000000 Penalty: 6005.459473
	Iteration 83Q: 3 clusters Score -2.532166e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 168368 members 
Entering Unmasked Estep 
Score: -25321784.000000 Penalty: 6005.459473
	Iteration 84Q: 3 clusters Score -2.532178e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 168392 members 
Entering Unmasked Estep 
Score: -25321862.000000 Penalty: 6005.459473
	Iteration 85Q: 3 clusters Score -2.532186e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 168416 members 
Entering Unmasked Estep 
Score: -25321856.000000 Penalty: 6005.459473
	Iteration 86Q: 3 clusters Score -2.532186e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 168438 members 
Entering Unmasked Estep 
Score: -25321972.000000 Penalty: 6005.459473
	Iteration 87Q: 3 clusters Score -2.532197e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 168454 members 
Entering Unmasked Estep 
Score: -25321978.000000 Penalty: 6005.459473
	Iteration 88Q: 3 clusters Score -2.532198e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 168462 members 
Entering Unmasked Estep 
Score: -25322050.000000 Penalty: 6005.459473
	Iteration 89Q: 3 clusters Score -2.532205e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 168485 members 
Entering Unmasked Estep 
Score: -25322074.000000 Penalty: 6005.459473
	Iteration 90Q: 3 clusters Score -2.532207e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 168516 members 
Entering Unmasked Estep 
Score: -25322080.000000 Penalty: 6005.459473
	Iteration 91Q: 3 clusters Score -2.532208e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 168545 members 
Entering Unmasked Estep 
Score: -25322110.000000 Penalty: 6005.459473
	Iteration 92Q: 3 clusters Score -2.532211e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 168572 members 
Entering Unmasked Estep 
Score: -25322098.000000 Penalty: 6005.459473
	Iteration 93Q: 3 clusters Score -2.53221e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 168576 members 
Entering Unmasked Estep 
Score: -25322096.000000 Penalty: 6005.459473
	Iteration 94Q: 3 clusters Score -2.53221e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 168580 members 
Entering Unmasked Estep 
Score: -25322098.000000 Penalty: 6005.459473
	Iteration 95Q: 3 clusters Score -2.53221e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 168594 members 
Entering Unmasked Estep 
Score: -25322084.000000 Penalty: 6005.459473
	Iteration 96Q: 3 clusters Score -2.532208e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 168587 members 
Entering Unmasked Estep 
Score: -25322092.000000 Penalty: 6005.459473
	Iteration 97Q: 3 clusters Score -2.532209e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 168582 members 
Entering Unmasked Estep 
Score: -25322068.000000 Penalty: 6005.459473
	Iteration 98Q: 3 clusters Score -2.532207e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 168592 members 
Entering Unmasked Estep 
Score: -25322116.000000 Penalty: 6005.459473
	Iteration 99Q: 3 clusters Score -2.532212e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 168585 members 
Entering Unmasked Estep 
Score: -25322120.000000 Penalty: 6005.459473
	Iteration 100F: 3 clusters Score -2.532212e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 168582 members 
Entering Unmasked Estep 
Score: -25322112.000000 Penalty: 6005.459473
	Iteration 101Q: 3 clusters Score -2.532211e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 168581 members 
Entering Unmasked Estep 
Score: -25322106.000000 Penalty: 6005.459473
	Iteration 102Q: 3 clusters Score -2.532211e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 168599 members 
Entering Unmasked Estep 
Score: -25322118.000000 Penalty: 6005.459473
	Iteration 103Q: 3 clusters Score -2.532212e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 168614 members 
Entering Unmasked Estep 
Score: -25322120.000000 Penalty: 6005.459473
	Iteration 104Q: 3 clusters Score -2.532212e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 168634 members 
Entering Unmasked Estep 
Score: -25322102.000000 Penalty: 6005.459473
	Iteration 105Q: 3 clusters Score -2.53221e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 168655 members 
Entering Unmasked Estep 
Score: -25322122.000000 Penalty: 6005.459473
	Iteration 106Q: 3 clusters Score -2.532212e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 168670 members 
Entering Unmasked Estep 
Score: -25322134.000000 Penalty: 6005.459473
	Iteration 107Q: 3 clusters Score -2.532213e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 168677 members 
Entering Unmasked Estep 
Score: -25322138.000000 Penalty: 6005.459473
	Iteration 108Q: 3 clusters Score -2.532214e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 168675 members 
Entering Unmasked Estep 
Score: -25322124.000000 Penalty: 6005.459473
	Iteration 109Q: 3 clusters Score -2.532212e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 168682 members 
Entering Unmasked Estep 
Score: -25322120.000000 Penalty: 6005.459473
	Iteration 110Q: 3 clusters Score -2.532212e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 168686 members 
Entering Unmasked Estep 
Score: -25322140.000000 Penalty: 6005.459473
	Iteration 111Q: 3 clusters Score -2.532214e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 168683 members 
Entering Unmasked Estep 
Score: -25322144.000000 Penalty: 6005.459473
	Iteration 112Q: 3 clusters Score -2.532214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 168684 members 
Entering Unmasked Estep 
Score: -25322134.000000 Penalty: 6005.459473
	Iteration 113Q: 3 clusters Score -2.532213e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 168685 members 
Entering Unmasked Estep 
Score: -25322154.000000 Penalty: 6005.459473
	Iteration 114Q: 3 clusters Score -2.532215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 168687 members 
Entering Unmasked Estep 
Score: -25322154.000000 Penalty: 6005.459473
	Iteration 115Q: 3 clusters Score -2.532215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 168688 members 
Entering Unmasked Estep 
Score: -25322164.000000 Penalty: 6005.459473
	Iteration 116Q: 3 clusters Score -2.532216e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 168688 members 
Entering Unmasked Estep 
Score: -25322164.000000 Penalty: 6005.459473
	Iteration 117F: 3 clusters Score -2.532216e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 86514 members 
Mstep: Class 2 contains 47355 members 
Mstep: Class 3 contains 12589 members 
Mstep: Class 4 contains 129955 members 
Mstep: Class 5 contains 29908 members 
Mstep: Class 6 contains 168688 members 
Mstep: Class 7 contains 27322 members 
Mstep: Class 8 contains 2986 members 
Mstep: Class 9 contains 71005 members 
Mstep: Class 10 contains 8704 members 
Mstep: Class 11 contains 1570 members 
Mstep: Class 12 contains 3987 members 
Mstep: Class 13 contains 178558 members 
Mstep: Class 14 contains 2168 members 
Mstep: Class 17 contains 21690 members 
Mstep: Class 18 contains 168025 members 
Entering Unmasked Estep 
Score: -132602648.000000 Penalty: 54662.425781
Splitting cluster 3 changes total score from -132592728.000000 to -132602648.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 4 (129955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129955 members 
Entering Unmasked Estep 
Score: -18373660.000000 Penalty: 2920.186035
	Iteration 0F: 2 clusters Score -1.837366e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65077 members 
Mstep: Class 2 contains 64878 members 
Entering Unmasked Estep 
Score: -18290922.000000 Penalty: 5840.372070
	Iteration 0F: 3 clusters Score -1.829092e+07 nChanged 62062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68099 members 
Mstep: Class 2 contains 61856 members 
Entering Unmasked Estep 
Score: -18326992.000000 Penalty: 5840.372070
	Iteration 1F: 3 clusters Score -1.832699e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70157 members 
Mstep: Class 2 contains 59798 members 
Entering Unmasked Estep 
Score: -18328358.000000 Penalty: 5840.372070
	Iteration 2Q: 3 clusters Score -1.832836e+07 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73226 members 
Mstep: Class 2 contains 56729 members 
Entering Unmasked Estep 
Score: -18330694.000000 Penalty: 5840.372070
	Iteration 3Q: 3 clusters Score -1.833069e+07 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77697 members 
Mstep: Class 2 contains 52258 members 
Entering Unmasked Estep 
Score: -18334080.000000 Penalty: 5840.372070
	Iteration 4F: 3 clusters Score -1.833408e+07 nChanged 8707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84170 members 
Mstep: Class 2 contains 45785 members 
Entering Unmasked Estep 
Score: -18339544.000000 Penalty: 5840.372070
	Iteration 5F: 3 clusters Score -1.833954e+07 nChanged 9792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92320 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -18346520.000000 Penalty: 5840.372070
	Iteration 6F: 3 clusters Score -1.834652e+07 nChanged 10039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101393 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -18354774.000000 Penalty: 5840.372070
	Iteration 7F: 3 clusters Score -1.835477e+07 nChanged 8712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109709 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -18361746.000000 Penalty: 5840.372070
	Iteration 8F: 3 clusters Score -1.836175e+07 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116006 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -18366382.000000 Penalty: 5840.372070
	Iteration 9Q: 3 clusters Score -1.836638e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120327 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -18369600.000000 Penalty: 5840.372070
	Iteration 10Q: 3 clusters Score -1.83696e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123099 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -18371332.000000 Penalty: 5840.372070
	Iteration 11Q: 3 clusters Score -1.837133e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124802 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -18372478.000000 Penalty: 5840.372070
	Iteration 12Q: 3 clusters Score -1.837248e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125898 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -18373176.000000 Penalty: 5840.372070
	Iteration 13Q: 3 clusters Score -1.837318e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126580 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -18373598.000000 Penalty: 5840.372070
	Iteration 14Q: 3 clusters Score -1.83736e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126987 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -18373878.000000 Penalty: 5840.372070
	Iteration 15Q: 3 clusters Score -1.837388e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127236 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -18374040.000000 Penalty: 5840.372070
	Iteration 16Q: 3 clusters Score -1.837404e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127392 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -18374134.000000 Penalty: 5840.372070
	Iteration 17Q: 3 clusters Score -1.837413e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127473 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -18374180.000000 Penalty: 5840.372070
	Iteration 18Q: 3 clusters Score -1.837418e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127535 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -18374230.000000 Penalty: 5840.372070
	Iteration 19Q: 3 clusters Score -1.837423e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127574 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -18374210.000000 Penalty: 5840.372070
	Iteration 20F: 3 clusters Score -1.837421e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127609 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -18374224.000000 Penalty: 5840.372070
	Iteration 21Q: 3 clusters Score -1.837422e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127642 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -18374214.000000 Penalty: 5840.372070
	Iteration 22Q: 3 clusters Score -1.837421e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127663 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -18374242.000000 Penalty: 5840.372070
	Iteration 23Q: 3 clusters Score -1.837424e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127675 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -18374240.000000 Penalty: 5840.372070
	Iteration 24Q: 3 clusters Score -1.837424e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127691 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -18374262.000000 Penalty: 5840.372070
	Iteration 25Q: 3 clusters Score -1.837426e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127708 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -18374268.000000 Penalty: 5840.372070
	Iteration 26Q: 3 clusters Score -1.837427e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127720 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -18374260.000000 Penalty: 5840.372070
	Iteration 27Q: 3 clusters Score -1.837426e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127733 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -18374270.000000 Penalty: 5840.372070
	Iteration 28Q: 3 clusters Score -1.837427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127737 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -18374246.000000 Penalty: 5840.372070
	Iteration 29Q: 3 clusters Score -1.837425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127741 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -18374250.000000 Penalty: 5840.372070
	Iteration 30Q: 3 clusters Score -1.837425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127746 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -18374244.000000 Penalty: 5840.372070
	Iteration 31Q: 3 clusters Score -1.837424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127751 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -18374256.000000 Penalty: 5840.372070
	Iteration 32Q: 3 clusters Score -1.837426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127754 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -18374258.000000 Penalty: 5840.372070
	Iteration 33Q: 3 clusters Score -1.837426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127756 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -18374252.000000 Penalty: 5840.372070
	Iteration 34Q: 3 clusters Score -1.837425e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127756 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -18374252.000000 Penalty: 5840.372070
	Iteration 35F: 3 clusters Score -1.837425e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 86514 members 
Mstep: Class 2 contains 47355 members 
Mstep: Class 3 contains 12589 members 
Mstep: Class 4 contains 127756 members 
Mstep: Class 5 contains 29908 members 
Mstep: Class 6 contains 168688 members 
Mstep: Class 7 contains 27322 members 
Mstep: Class 8 contains 2986 members 
Mstep: Class 9 contains 71005 members 
Mstep: Class 10 contains 8704 members 
Mstep: Class 11 contains 1570 members 
Mstep: Class 12 contains 3987 members 
Mstep: Class 13 contains 178558 members 
Mstep: Class 14 contains 2168 members 
Mstep: Class 15 contains 2199 members 
Mstep: Class 17 contains 21690 members 
Mstep: Class 18 contains 168025 members 
Entering Unmasked Estep 
Score: -132602232.000000 Penalty: 58078.828125
Splitting cluster 4 changes total score from -132592728.000000 to -132602232.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 5 (29908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Entering Unmasked Estep 
Score: -4252061.500000 Penalty: 2555.858643
	Iteration 0F: 2 clusters Score -4252062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -4231519.500000 Penalty: 5111.717285
	Iteration 0F: 3 clusters Score -4231520 nChanged 13412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -4238706.000000 Penalty: 5111.717285
	Iteration 1F: 3 clusters Score -4238706 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -4239077.000000 Penalty: 5111.717285
	Iteration 2Q: 3 clusters Score -4239077 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -4239400.000000 Penalty: 5111.717285
	Iteration 3Q: 3 clusters Score -4239400 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -4239696.000000 Penalty: 5111.717285
	Iteration 4Q: 3 clusters Score -4239696 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -4240013.500000 Penalty: 5111.717285
	Iteration 5Q: 3 clusters Score -4240014 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -4240349.000000 Penalty: 5111.717285
	Iteration 6Q: 3 clusters Score -4240349 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -4240807.000000 Penalty: 5111.717285
	Iteration 7Q: 3 clusters Score -4240807 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -4241434.500000 Penalty: 5111.717285
	Iteration 8Q: 3 clusters Score -4241434 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -4242351.500000 Penalty: 5111.717285
	Iteration 9Q: 3 clusters Score -4242352 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -4243586.500000 Penalty: 5111.717285
	Iteration 10F: 3 clusters Score -4243586 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -4245054.000000 Penalty: 5111.717285
	Iteration 11F: 3 clusters Score -4245054 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -4246526.500000 Penalty: 5111.717285
	Iteration 12F: 3 clusters Score -4246526 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -4247720.500000 Penalty: 5111.717285
	Iteration 13Q: 3 clusters Score -4247720 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4248536.500000 Penalty: 5111.717285
	Iteration 14Q: 3 clusters Score -4248536 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4249034.500000 Penalty: 5111.717285
	Iteration 15Q: 3 clusters Score -4249034 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4249314.500000 Penalty: 5111.717285
	Iteration 16Q: 3 clusters Score -4249314 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4249482.500000 Penalty: 5111.717285
	Iteration 17Q: 3 clusters Score -4249482 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4249580.500000 Penalty: 5111.717285
	Iteration 18Q: 3 clusters Score -4249580 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4249653.500000 Penalty: 5111.717285
	Iteration 19Q: 3 clusters Score -4249654 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -4249708.500000 Penalty: 5111.717285
	Iteration 20F: 3 clusters Score -4249708 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4249733.500000 Penalty: 5111.717285
	Iteration 21Q: 3 clusters Score -4249734 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4249749.000000 Penalty: 5111.717285
	Iteration 22Q: 3 clusters Score -4249749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4249760.000000 Penalty: 5111.717285
	Iteration 23Q: 3 clusters Score -4249760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4249761.000000 Penalty: 5111.717285
	Iteration 24Q: 3 clusters Score -4249761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4249761.000000 Penalty: 5111.717285
	Iteration 25Q: 3 clusters Score -4249761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4249761.500000 Penalty: 5111.717285
	Iteration 26Q: 3 clusters Score -4249762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29492 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4249769.000000 Penalty: 5111.717285
	Iteration 27Q: 3 clusters Score -4249769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4249773.500000 Penalty: 5111.717285
	Iteration 28Q: 3 clusters Score -4249774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4249775.000000 Penalty: 5111.717285
	Iteration 29Q: 3 clusters Score -4249775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4249788.000000 Penalty: 5111.717285
	Iteration 30Q: 3 clusters Score -4249788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4249788.500000 Penalty: 5111.717285
	Iteration 31Q: 3 clusters Score -4249788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4249795.500000 Penalty: 5111.717285
	Iteration 32Q: 3 clusters Score -4249796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4249800.500000 Penalty: 5111.717285
	Iteration 33Q: 3 clusters Score -4249800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4249802.500000 Penalty: 5111.717285
	Iteration 34Q: 3 clusters Score -4249802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4249803.500000 Penalty: 5111.717285
	Iteration 35Q: 3 clusters Score -4249804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4249811.000000 Penalty: 5111.717285
	Iteration 36Q: 3 clusters Score -4249811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4249819.000000 Penalty: 5111.717285
	Iteration 37Q: 3 clusters Score -4249819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4249815.000000 Penalty: 5111.717285
	Iteration 38Q: 3 clusters Score -4249815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4249819.500000 Penalty: 5111.717285
	Iteration 39Q: 3 clusters Score -4249820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4249821.000000 Penalty: 5111.717285
	Iteration 40F: 3 clusters Score -4249821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4249820.500000 Penalty: 5111.717285
	Iteration 41Q: 3 clusters Score -4249820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4249820.500000 Penalty: 5111.717285
	Iteration 42F: 3 clusters Score -4249820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Entering Unmasked Estep 
Score: -3868594.500000 Penalty: 2533.430908
	Iteration 0F: 2 clusters Score -3868594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -3849747.750000 Penalty: 5066.861816
	Iteration 0F: 3 clusters Score -3849748 nChanged 12333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -3856459.250000 Penalty: 5066.861816
	Iteration 1F: 3 clusters Score -3856459 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -3857216.000000 Penalty: 5066.861816
	Iteration 2F: 3 clusters Score -3857216 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -3858198.750000 Penalty: 5066.861816
	Iteration 3F: 3 clusters Score -3858199 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -3859333.000000 Penalty: 5066.861816
	Iteration 4F: 3 clusters Score -3859333 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -3860598.750000 Penalty: 5066.861816
	Iteration 5F: 3 clusters Score -3860599 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -3862010.750000 Penalty: 5066.861816
	Iteration 6F: 3 clusters Score -3862011 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -3863441.000000 Penalty: 5066.861816
	Iteration 7F: 3 clusters Score -3863441 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -3864751.000000 Penalty: 5066.861816
	Iteration 8F: 3 clusters Score -3864751 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -3865830.250000 Penalty: 5066.861816
	Iteration 9F: 3 clusters Score -3865830 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -3866695.000000 Penalty: 5066.861816
	Iteration 10Q: 3 clusters Score -3866695 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -3867322.500000 Penalty: 5066.861816
	Iteration 11Q: 3 clusters Score -3867322 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3867681.250000 Penalty: 5066.861816
	Iteration 12Q: 3 clusters Score -3867681 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3867873.750000 Penalty: 5066.861816
	Iteration 13Q: 3 clusters Score -3867874 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3867987.000000 Penalty: 5066.861816
	Iteration 14Q: 3 clusters Score -3867987 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3868042.250000 Penalty: 5066.861816
	Iteration 15Q: 3 clusters Score -3868042 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3868066.750000 Penalty: 5066.861816
	Iteration 16Q: 3 clusters Score -3868067 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3868085.000000 Penalty: 5066.861816
	Iteration 17Q: 3 clusters Score -3868085 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3868103.750000 Penalty: 5066.861816
	Iteration 18Q: 3 clusters Score -3868104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3868111.250000 Penalty: 5066.861816
	Iteration 19Q: 3 clusters Score -3868111 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3868113.250000 Penalty: 5066.861816
	Iteration 20F: 3 clusters Score -3868113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3868112.750000 Penalty: 5066.861816
	Iteration 21Q: 3 clusters Score -3868113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3868116.750000 Penalty: 5066.861816
	Iteration 22Q: 3 clusters Score -3868117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3868118.000000 Penalty: 5066.861816
	Iteration 23Q: 3 clusters Score -3868118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3868129.000000 Penalty: 5066.861816
	Iteration 24Q: 3 clusters Score -3868129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3868132.000000 Penalty: 5066.861816
	Iteration 25Q: 3 clusters Score -3868132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3868132.000000 Penalty: 5066.861816
	Iteration 26Q: 3 clusters Score -3868132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3868134.000000 Penalty: 5066.861816
	Iteration 27Q: 3 clusters Score -3868134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3868135.750000 Penalty: 5066.861816
	Iteration 28Q: 3 clusters Score -3868136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3868132.000000 Penalty: 5066.861816
	Iteration 29Q: 3 clusters Score -3868132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3868139.250000 Penalty: 5066.861816
	Iteration 30Q: 3 clusters Score -3868139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3868142.500000 Penalty: 5066.861816
	Iteration 31Q: 3 clusters Score -3868142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3868139.000000 Penalty: 5066.861816
	Iteration 32Q: 3 clusters Score -3868139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3868145.750000 Penalty: 5066.861816
	Iteration 33Q: 3 clusters Score -3868146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3868145.750000 Penalty: 5066.861816
	Iteration 34F: 3 clusters Score -3868146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Entering Unmasked Estep 
Score: -299499.531250 Penalty: 1984.419067
	Iteration 0F: 2 clusters Score -299499.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -296902.156250 Penalty: 3968.838135
	Iteration 0F: 3 clusters Score -296902.2 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -303973.468750 Penalty: 3968.838135
	Iteration 1F: 3 clusters Score -303973.5 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -308068.281250 Penalty: 3968.838135
	Iteration 2F: 3 clusters Score -308068.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -311760.843750 Penalty: 3968.838135
	Iteration 3F: 3 clusters Score -311760.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -314211.875000 Penalty: 3968.838135
	Iteration 4Q: 3 clusters Score -314211.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -314462.000000 Penalty: 3968.838135
	Iteration 5Q: 3 clusters Score -314462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -314648.468750 Penalty: 3968.838135
	Iteration 6Q: 3 clusters Score -314648.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -314893.781250 Penalty: 3968.838135
	Iteration 7Q: 3 clusters Score -314893.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -315255.250000 Penalty: 3968.838135
	Iteration 8Q: 3 clusters Score -315255.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -315544.062500 Penalty: 3968.838135
	Iteration 9Q: 3 clusters Score -315544.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -315595.375000 Penalty: 3968.838135
	Iteration 10Q: 3 clusters Score -315595.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -315635.562500 Penalty: 3968.838135
	Iteration 11Q: 3 clusters Score -315635.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -315669.125000 Penalty: 3968.838135
	Iteration 12F: 3 clusters Score -315669.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -315744.406250 Penalty: 3968.838135
	Iteration 13Q: 3 clusters Score -315744.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -315784.750000 Penalty: 3968.838135
	Iteration 14Q: 3 clusters Score -315784.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -315799.375000 Penalty: 3968.838135
	Iteration 15Q: 3 clusters Score -315799.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -315799.375000 Penalty: 3968.838135
	Iteration 16F: 3 clusters Score -315799.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 86514 members 
Mstep: Class 2 contains 47355 members 
Mstep: Class 3 contains 12589 members 
Mstep: Class 4 contains 127756 members 
Mstep: Class 5 contains 29908 members 
Mstep: Class 6 contains 168688 members 
Mstep: Class 7 contains 27322 members 
Mstep: Class 8 contains 1874 members 
Mstep: Class 9 contains 71005 members 
Mstep: Class 10 contains 8704 members 
Mstep: Class 11 contains 1570 members 
Mstep: Class 12 contains 3987 members 
Mstep: Class 13 contains 178558 members 
Mstep: Class 14 contains 2168 members 
Mstep: Class 15 contains 2199 members 
Mstep: Class 16 contains 1112 members 
Mstep: Class 17 contains 21690 members 
Mstep: Class 18 contains 168025 members 
Entering Unmasked Estep 
Score: -132617080.000000 Penalty: 61495.230469
Splitting cluster 8 changes total score from -132592728.000000 to -132617080.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 9 (71005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71005 members 
Entering Unmasked Estep 
Score: -9987123.000000 Penalty: 2770.285400
	Iteration 0F: 2 clusters Score -9987123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35479 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -9939578.000000 Penalty: 5540.570801
	Iteration 0F: 3 clusters Score -9939578 nChanged 33341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35502 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -9958106.000000 Penalty: 5540.570801
	Iteration 1F: 3 clusters Score -9958106 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -9958686.000000 Penalty: 5540.570801
	Iteration 2Q: 3 clusters Score -9958686 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -9959315.000000 Penalty: 5540.570801
	Iteration 3Q: 3 clusters Score -9959315 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -9959927.000000 Penalty: 5540.570801
	Iteration 4Q: 3 clusters Score -9959927 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -9960550.000000 Penalty: 5540.570801
	Iteration 5Q: 3 clusters Score -9960550 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -9961230.000000 Penalty: 5540.570801
	Iteration 6Q: 3 clusters Score -9961230 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -9961999.000000 Penalty: 5540.570801
	Iteration 7Q: 3 clusters Score -9961999 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -9963009.000000 Penalty: 5540.570801
	Iteration 8Q: 3 clusters Score -9963009 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -9964267.000000 Penalty: 5540.570801
	Iteration 9Q: 3 clusters Score -9964267 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -9966143.000000 Penalty: 5540.570801
	Iteration 10Q: 3 clusters Score -9966143 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -9968513.000000 Penalty: 5540.570801
	Iteration 11F: 3 clusters Score -9968513 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35045 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -9970892.000000 Penalty: 5540.570801
	Iteration 12F: 3 clusters Score -9970892 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -9972489.000000 Penalty: 5540.570801
	Iteration 13Q: 3 clusters Score -9972489 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -9973231.000000 Penalty: 5540.570801
	Iteration 14Q: 3 clusters Score -9973231 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -9973614.000000 Penalty: 5540.570801
	Iteration 15Q: 3 clusters Score -9973614 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 37219 members 
Entering Unmasked Estep 
Score: -9973839.000000 Penalty: 5540.570801
	Iteration 16Q: 3 clusters Score -9973839 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
Score: -9974147.000000 Penalty: 5540.570801
	Iteration 17Q: 3 clusters Score -9974147 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -9974369.000000 Penalty: 5540.570801
	Iteration 18Q: 3 clusters Score -9974369 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 38432 members 
Entering Unmasked Estep 
Score: -9974707.000000 Penalty: 5540.570801
	Iteration 19Q: 3 clusters Score -9974707 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 38849 members 
Entering Unmasked Estep 
Score: -9975059.000000 Penalty: 5540.570801
	Iteration 20F: 3 clusters Score -9975059 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 39246 members 
Entering Unmasked Estep 
Score: -9975493.000000 Penalty: 5540.570801
	Iteration 21Q: 3 clusters Score -9975493 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 39595 members 
Entering Unmasked Estep 
Score: -9976003.000000 Penalty: 5540.570801
	Iteration 22Q: 3 clusters Score -9976003 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -9976386.000000 Penalty: 5540.570801
	Iteration 23Q: 3 clusters Score -9976386 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 40223 members 
Entering Unmasked Estep 
Score: -9976772.000000 Penalty: 5540.570801
	Iteration 24Q: 3 clusters Score -9976772 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -9977134.000000 Penalty: 5540.570801
	Iteration 25Q: 3 clusters Score -9977134 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -9977419.000000 Penalty: 5540.570801
	Iteration 26Q: 3 clusters Score -9977419 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30466 members 
Mstep: Class 2 contains 40539 members 
Entering Unmasked Estep 
Score: -9977656.000000 Penalty: 5540.570801
	Iteration 27Q: 3 clusters Score -9977656 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -9977915.000000 Penalty: 5540.570801
	Iteration 28Q: 3 clusters Score -9977915 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
Score: -9978158.000000 Penalty: 5540.570801
	Iteration 29Q: 3 clusters Score -9978158 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -9978484.000000 Penalty: 5540.570801
	Iteration 30Q: 3 clusters Score -9978484 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -9978775.000000 Penalty: 5540.570801
	Iteration 31Q: 3 clusters Score -9978775 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 39436 members 
Entering Unmasked Estep 
Score: -9979069.000000 Penalty: 5540.570801
	Iteration 32Q: 3 clusters Score -9979069 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -9979425.000000 Penalty: 5540.570801
	Iteration 33Q: 3 clusters Score -9979425 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -9979746.000000 Penalty: 5540.570801
	Iteration 34Q: 3 clusters Score -9979746 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33213 members 
Mstep: Class 2 contains 37792 members 
Entering Unmasked Estep 
Score: -9980165.000000 Penalty: 5540.570801
	Iteration 35Q: 3 clusters Score -9980165 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -9980609.000000 Penalty: 5540.570801
	Iteration 36Q: 3 clusters Score -9980609 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 36576 members 
Entering Unmasked Estep 
Score: -9980942.000000 Penalty: 5540.570801
	Iteration 37Q: 3 clusters Score -9980942 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 35933 members 
Entering Unmasked Estep 
Score: -9981231.000000 Penalty: 5540.570801
	Iteration 38Q: 3 clusters Score -9981231 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -9981474.000000 Penalty: 5540.570801
	Iteration 39Q: 3 clusters Score -9981474 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -9981872.000000 Penalty: 5540.570801
	Iteration 40F: 3 clusters Score -9981872 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -9982104.000000 Penalty: 5540.570801
	Iteration 41Q: 3 clusters Score -9982104 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -9982323.000000 Penalty: 5540.570801
	Iteration 42Q: 3 clusters Score -9982323 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38437 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -9982598.000000 Penalty: 5540.570801
	Iteration 43Q: 3 clusters Score -9982598 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39124 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -9982757.000000 Penalty: 5540.570801
	Iteration 44Q: 3 clusters Score -9982757 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39738 members 
Mstep: Class 2 contains 31267 members 
Entering Unmasked Estep 
Score: -9982885.000000 Penalty: 5540.570801
	Iteration 45Q: 3 clusters Score -9982885 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -9983007.000000 Penalty: 5540.570801
	Iteration 46Q: 3 clusters Score -9983007 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -9983128.000000 Penalty: 5540.570801
	Iteration 47Q: 3 clusters Score -9983128 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41319 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -9983220.000000 Penalty: 5540.570801
	Iteration 48Q: 3 clusters Score -9983220 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -9983324.000000 Penalty: 5540.570801
	Iteration 49Q: 3 clusters Score -9983324 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42221 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
Score: -9983394.000000 Penalty: 5540.570801
	Iteration 50Q: 3 clusters Score -9983394 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42600 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -9983426.000000 Penalty: 5540.570801
	Iteration 51Q: 3 clusters Score -9983426 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -9983493.000000 Penalty: 5540.570801
	Iteration 52Q: 3 clusters Score -9983493 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43217 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -9983511.000000 Penalty: 5540.570801
	Iteration 53Q: 3 clusters Score -9983511 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43482 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -9983564.000000 Penalty: 5540.570801
	Iteration 54Q: 3 clusters Score -9983564 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -9983573.000000 Penalty: 5540.570801
	Iteration 55Q: 3 clusters Score -9983573 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -9983616.000000 Penalty: 5540.570801
	Iteration 56Q: 3 clusters Score -9983616 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44168 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -9983639.000000 Penalty: 5540.570801
	Iteration 57Q: 3 clusters Score -9983639 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44357 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -9983644.000000 Penalty: 5540.570801
	Iteration 58Q: 3 clusters Score -9983644 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -9983663.000000 Penalty: 5540.570801
	Iteration 59Q: 3 clusters Score -9983663 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44727 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -9983705.000000 Penalty: 5540.570801
	Iteration 60F: 3 clusters Score -9983705 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44870 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -9983702.000000 Penalty: 5540.570801
	Iteration 61Q: 3 clusters Score -9983702 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45004 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -9983744.000000 Penalty: 5540.570801
	Iteration 62Q: 3 clusters Score -9983744 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45138 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -9983745.000000 Penalty: 5540.570801
	Iteration 63Q: 3 clusters Score -9983745 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45256 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -9983762.000000 Penalty: 5540.570801
	Iteration 64Q: 3 clusters Score -9983762 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45372 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -9983764.000000 Penalty: 5540.570801
	Iteration 65Q: 3 clusters Score -9983764 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45465 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -9983751.000000 Penalty: 5540.570801
	Iteration 66Q: 3 clusters Score -9983751 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45550 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -9983733.000000 Penalty: 5540.570801
	Iteration 67Q: 3 clusters Score -9983733 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45624 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -9983728.000000 Penalty: 5540.570801
	Iteration 68Q: 3 clusters Score -9983728 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45692 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -9983735.000000 Penalty: 5540.570801
	Iteration 69Q: 3 clusters Score -9983735 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45747 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -9983754.000000 Penalty: 5540.570801
	Iteration 70Q: 3 clusters Score -9983754 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45800 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -9983745.000000 Penalty: 5540.570801
	Iteration 71Q: 3 clusters Score -9983745 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45838 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -9983741.000000 Penalty: 5540.570801
	Iteration 72Q: 3 clusters Score -9983741 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45879 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -9983743.000000 Penalty: 5540.570801
	Iteration 73Q: 3 clusters Score -9983743 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45910 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -9983741.000000 Penalty: 5540.570801
	Iteration 74Q: 3 clusters Score -9983741 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -9983754.000000 Penalty: 5540.570801
	Iteration 75Q: 3 clusters Score -9983754 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -9983761.000000 Penalty: 5540.570801
	Iteration 76Q: 3 clusters Score -9983761 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46004 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -9983761.000000 Penalty: 5540.570801
	Iteration 77Q: 3 clusters Score -9983761 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46040 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -9983758.000000 Penalty: 5540.570801
	Iteration 78Q: 3 clusters Score -9983758 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46080 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -9983760.000000 Penalty: 5540.570801
	Iteration 79Q: 3 clusters Score -9983760 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46125 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -9983773.000000 Penalty: 5540.570801
	Iteration 80F: 3 clusters Score -9983773 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -9983765.000000 Penalty: 5540.570801
	Iteration 81Q: 3 clusters Score -9983765 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46192 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -9983765.000000 Penalty: 5540.570801
	Iteration 82Q: 3 clusters Score -9983765 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46224 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -9983764.000000 Penalty: 5540.570801
	Iteration 83Q: 3 clusters Score -9983764 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46260 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -9983770.000000 Penalty: 5540.570801
	Iteration 84Q: 3 clusters Score -9983770 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46295 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -9983772.000000 Penalty: 5540.570801
	Iteration 85Q: 3 clusters Score -9983772 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46324 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -9983783.000000 Penalty: 5540.570801
	Iteration 86Q: 3 clusters Score -9983783 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46349 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -9983778.000000 Penalty: 5540.570801
	Iteration 87Q: 3 clusters Score -9983778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46371 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -9983758.000000 Penalty: 5540.570801
	Iteration 88Q: 3 clusters Score -9983758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46386 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -9983773.000000 Penalty: 5540.570801
	Iteration 89Q: 3 clusters Score -9983773 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46404 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -9983760.000000 Penalty: 5540.570801
	Iteration 90Q: 3 clusters Score -9983760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -9983783.000000 Penalty: 5540.570801
	Iteration 91Q: 3 clusters Score -9983783 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46453 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -9983784.000000 Penalty: 5540.570801
	Iteration 92Q: 3 clusters Score -9983784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46464 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -9983786.000000 Penalty: 5540.570801
	Iteration 93Q: 3 clusters Score -9983786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -9983783.000000 Penalty: 5540.570801
	Iteration 94Q: 3 clusters Score -9983783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46484 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -9983793.000000 Penalty: 5540.570801
	Iteration 95Q: 3 clusters Score -9983793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46492 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -9983787.000000 Penalty: 5540.570801
	Iteration 96Q: 3 clusters Score -9983787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46501 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -9983786.000000 Penalty: 5540.570801
	Iteration 97Q: 3 clusters Score -9983786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46513 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -9983773.000000 Penalty: 5540.570801
	Iteration 98Q: 3 clusters Score -9983773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46528 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -9983775.000000 Penalty: 5540.570801
	Iteration 99Q: 3 clusters Score -9983775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -9983770.000000 Penalty: 5540.570801
	Iteration 100F: 3 clusters Score -9983770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46548 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -9983766.000000 Penalty: 5540.570801
	Iteration 101Q: 3 clusters Score -9983766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -9983758.000000 Penalty: 5540.570801
	Iteration 102Q: 3 clusters Score -9983758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46562 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -9983771.000000 Penalty: 5540.570801
	Iteration 103Q: 3 clusters Score -9983771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46567 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -9983763.000000 Penalty: 5540.570801
	Iteration 104Q: 3 clusters Score -9983763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46569 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -9983763.000000 Penalty: 5540.570801
	Iteration 105Q: 3 clusters Score -9983763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46569 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -9983763.000000 Penalty: 5540.570801
	Iteration 106F: 3 clusters Score -9983763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Entering Unmasked Estep 
Score: -1184390.625000 Penalty: 2249.741455
	Iteration 0F: 2 clusters Score -1184391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1177459.625000 Penalty: 4499.482910
	Iteration 0F: 3 clusters Score -1177460 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1179538.125000 Penalty: 4499.482910
	Iteration 1F: 3 clusters Score -1179538 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1179903.500000 Penalty: 4499.482910
	Iteration 2F: 3 clusters Score -1179904 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1180149.000000 Penalty: 4499.482910
	Iteration 3F: 3 clusters Score -1180149 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1180341.750000 Penalty: 4499.482910
	Iteration 4Q: 3 clusters Score -1180342 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1180500.500000 Penalty: 4499.482910
	Iteration 5Q: 3 clusters Score -1180500 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1180634.750000 Penalty: 4499.482910
	Iteration 6Q: 3 clusters Score -1180635 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1180771.375000 Penalty: 4499.482910
	Iteration 7Q: 3 clusters Score -1180771 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1180897.875000 Penalty: 4499.482910
	Iteration 8Q: 3 clusters Score -1180898 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1181047.125000 Penalty: 4499.482910
	Iteration 9Q: 3 clusters Score -1181047 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1181185.125000 Penalty: 4499.482910
	Iteration 10Q: 3 clusters Score -1181185 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1181312.375000 Penalty: 4499.482910
	Iteration 11Q: 3 clusters Score -1181312 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1181445.625000 Penalty: 4499.482910
	Iteration 12Q: 3 clusters Score -1181446 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1181601.375000 Penalty: 4499.482910
	Iteration 13Q: 3 clusters Score -1181601 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1181763.250000 Penalty: 4499.482910
	Iteration 14Q: 3 clusters Score -1181763 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1181903.375000 Penalty: 4499.482910
	Iteration 15Q: 3 clusters Score -1181903 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1182043.125000 Penalty: 4499.482910
	Iteration 16Q: 3 clusters Score -1182043 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1182173.625000 Penalty: 4499.482910
	Iteration 17Q: 3 clusters Score -1182174 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1182288.500000 Penalty: 4499.482910
	Iteration 18Q: 3 clusters Score -1182288 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1182399.750000 Penalty: 4499.482910
	Iteration 19Q: 3 clusters Score -1182400 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1182498.500000 Penalty: 4499.482910
	Iteration 20F: 3 clusters Score -1182498 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1182564.875000 Penalty: 4499.482910
	Iteration 21Q: 3 clusters Score -1182565 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1182613.125000 Penalty: 4499.482910
	Iteration 22Q: 3 clusters Score -1182613 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1182642.375000 Penalty: 4499.482910
	Iteration 23Q: 3 clusters Score -1182642 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1182659.125000 Penalty: 4499.482910
	Iteration 24Q: 3 clusters Score -1182659 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1182680.625000 Penalty: 4499.482910
	Iteration 25Q: 3 clusters Score -1182681 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1182693.750000 Penalty: 4499.482910
	Iteration 26Q: 3 clusters Score -1182694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1182707.500000 Penalty: 4499.482910
	Iteration 27Q: 3 clusters Score -1182708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1182729.000000 Penalty: 4499.482910
	Iteration 28Q: 3 clusters Score -1182729 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1182750.875000 Penalty: 4499.482910
	Iteration 29Q: 3 clusters Score -1182751 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1182772.625000 Penalty: 4499.482910
	Iteration 30Q: 3 clusters Score -1182773 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1182796.375000 Penalty: 4499.482910
	Iteration 31Q: 3 clusters Score -1182796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1182837.875000 Penalty: 4499.482910
	Iteration 32Q: 3 clusters Score -1182838 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1182868.875000 Penalty: 4499.482910
	Iteration 33Q: 3 clusters Score -1182869 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1182883.375000 Penalty: 4499.482910
	Iteration 34Q: 3 clusters Score -1182883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1182890.875000 Penalty: 4499.482910
	Iteration 35Q: 3 clusters Score -1182891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1182896.000000 Penalty: 4499.482910
	Iteration 36Q: 3 clusters Score -1182896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1182906.250000 Penalty: 4499.482910
	Iteration 37Q: 3 clusters Score -1182906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1182917.625000 Penalty: 4499.482910
	Iteration 38Q: 3 clusters Score -1182918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1182920.375000 Penalty: 4499.482910
	Iteration 39Q: 3 clusters Score -1182920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1182922.875000 Penalty: 4499.482910
	Iteration 40F: 3 clusters Score -1182923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1182926.250000 Penalty: 4499.482910
	Iteration 41Q: 3 clusters Score -1182926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1182924.875000 Penalty: 4499.482910
	Iteration 42Q: 3 clusters Score -1182925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1182927.375000 Penalty: 4499.482910
	Iteration 43Q: 3 clusters Score -1182927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1182927.500000 Penalty: 4499.482910
	Iteration 44Q: 3 clusters Score -1182928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1182927.500000 Penalty: 4499.482910
	Iteration 45F: 3 clusters Score -1182928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Entering Unmasked Estep 
Score: -206806.671875 Penalty: 1824.990112
	Iteration 0F: 2 clusters Score -206806.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -204490.875000 Penalty: 3649.980225
	Iteration 0F: 3 clusters Score -204490.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -204900.468750 Penalty: 3649.980225
	Iteration 1F: 3 clusters Score -204900.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -205103.640625 Penalty: 3649.980225
	Iteration 2F: 3 clusters Score -205103.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -205321.609375 Penalty: 3649.980225
	Iteration 3F: 3 clusters Score -205321.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -205607.296875 Penalty: 3649.980225
	Iteration 4F: 3 clusters Score -205607.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -205996.171875 Penalty: 3649.980225
	Iteration 5F: 3 clusters Score -205996.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -206721.625000 Penalty: 3649.980225
	Iteration 6F: 3 clusters Score -206721.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -207465.546875 Penalty: 3649.980225
	Iteration 7F: 3 clusters Score -207465.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -208104.281250 Penalty: 3649.980225
	Iteration 8F: 3 clusters Score -208104.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -208913.031250 Penalty: 3649.980225
	Iteration 9Q: 3 clusters Score -208913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -209052.031250 Penalty: 3649.980225
	Iteration 10Q: 3 clusters Score -209052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -209101.906250 Penalty: 3649.980225
	Iteration 11Q: 3 clusters Score -209101.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -209101.906250 Penalty: 3649.980225
	Iteration 12F: 3 clusters Score -209101.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 86514 members 
Mstep: Class 2 contains 47355 members 
Mstep: Class 3 contains 12589 members 
Mstep: Class 4 contains 127756 members 
Mstep: Class 5 contains 29908 members 
Mstep: Class 6 contains 168688 members 
Mstep: Class 7 contains 27322 members 
Mstep: Class 8 contains 1874 members 
Mstep: Class 9 contains 71005 members 
Mstep: Class 10 contains 8704 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 3987 members 
Mstep: Class 13 contains 178558 members 
Mstep: Class 14 contains 2168 members 
Mstep: Class 15 contains 2199 members 
Mstep: Class 16 contains 1112 members 
Mstep: Class 17 contains 21690 members 
Mstep: Class 18 contains 168025 members 
Mstep: Class 19 contains 650 members 
Entering Unmasked Estep 
Score: -132617816.000000 Penalty: 64911.632812
Splitting cluster 11 changes total score from -132592728.000000 to -132617816.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 12 (3987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Entering Unmasked Estep 
Score: -549845.250000 Penalty: 2056.116943
	Iteration 0F: 2 clusters Score -549845.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -545971.937500 Penalty: 4112.233887
	Iteration 0F: 3 clusters Score -545971.9 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -546830.375000 Penalty: 4112.233887
	Iteration 1F: 3 clusters Score -546830.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -547039.437500 Penalty: 4112.233887
	Iteration 2F: 3 clusters Score -547039.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -547186.875000 Penalty: 4112.233887
	Iteration 3F: 3 clusters Score -547186.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -547260.750000 Penalty: 4112.233887
	Iteration 4Q: 3 clusters Score -547260.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -547312.125000 Penalty: 4112.233887
	Iteration 5Q: 3 clusters Score -547312.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -547354.187500 Penalty: 4112.233887
	Iteration 6Q: 3 clusters Score -547354.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -547400.500000 Penalty: 4112.233887
	Iteration 7Q: 3 clusters Score -547400.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -547445.875000 Penalty: 4112.233887
	Iteration 8Q: 3 clusters Score -547445.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -547512.125000 Penalty: 4112.233887
	Iteration 9Q: 3 clusters Score -547512.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -547573.562500 Penalty: 4112.233887
	Iteration 10Q: 3 clusters Score -547573.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -547636.562500 Penalty: 4112.233887
	Iteration 11Q: 3 clusters Score -547636.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -547709.062500 Penalty: 4112.233887
	Iteration 12Q: 3 clusters Score -547709.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -547815.812500 Penalty: 4112.233887
	Iteration 13Q: 3 clusters Score -547815.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -547907.750000 Penalty: 4112.233887
	Iteration 14Q: 3 clusters Score -547907.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -548016.937500 Penalty: 4112.233887
	Iteration 15Q: 3 clusters Score -548016.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -548128.687500 Penalty: 4112.233887
	Iteration 16Q: 3 clusters Score -548128.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -548254.375000 Penalty: 4112.233887
	Iteration 17Q: 3 clusters Score -548254.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -548392.562500 Penalty: 4112.233887
	Iteration 18Q: 3 clusters Score -548392.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -548508.812500 Penalty: 4112.233887
	Iteration 19Q: 3 clusters Score -548508.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -548598.437500 Penalty: 4112.233887
	Iteration 20F: 3 clusters Score -548598.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -548655.375000 Penalty: 4112.233887
	Iteration 21Q: 3 clusters Score -548655.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -548697.250000 Penalty: 4112.233887
	Iteration 22Q: 3 clusters Score -548697.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -548746.812500 Penalty: 4112.233887
	Iteration 23Q: 3 clusters Score -548746.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -548805.062500 Penalty: 4112.233887
	Iteration 24Q: 3 clusters Score -548805.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -548887.125000 Penalty: 4112.233887
	Iteration 25Q: 3 clusters Score -548887.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -549000.500000 Penalty: 4112.233887
	Iteration 26Q: 3 clusters Score -549000.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -549093.375000 Penalty: 4112.233887
	Iteration 27Q: 3 clusters Score -549093.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -549153.312500 Penalty: 4112.233887
	Iteration 28Q: 3 clusters Score -549153.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -549188.125000 Penalty: 4112.233887
	Iteration 29Q: 3 clusters Score -549188.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -549218.437500 Penalty: 4112.233887
	Iteration 30Q: 3 clusters Score -549218.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -549239.062500 Penalty: 4112.233887
	Iteration 31Q: 3 clusters Score -549239.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -549255.250000 Penalty: 4112.233887
	Iteration 32Q: 3 clusters Score -549255.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -549263.750000 Penalty: 4112.233887
	Iteration 33Q: 3 clusters Score -549263.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -549270.187500 Penalty: 4112.233887
	Iteration 34Q: 3 clusters Score -549270.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -549276.187500 Penalty: 4112.233887
	Iteration 35Q: 3 clusters Score -549276.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -549279.000000 Penalty: 4112.233887
	Iteration 36Q: 3 clusters Score -549279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -549280.500000 Penalty: 4112.233887
	Iteration 37Q: 3 clusters Score -549280.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -549281.125000 Penalty: 4112.233887
	Iteration 38Q: 3 clusters Score -549281.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -549281.125000 Penalty: 4112.233887
	Iteration 39F: 3 clusters Score -549281.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (178558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178558 members 
Entering Unmasked Estep 
Score: -24913312.000000 Penalty: 2998.981689
	Iteration 0F: 2 clusters Score -2.491331e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89093 members 
Mstep: Class 2 contains 89465 members 
Entering Unmasked Estep 
Score: -24805776.000000 Penalty: 5997.963379
	Iteration 0F: 3 clusters Score -2.480578e+07 nChanged 85526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84555 members 
Mstep: Class 2 contains 94003 members 
Entering Unmasked Estep 
Score: -24855586.000000 Penalty: 5997.963379
	Iteration 1F: 3 clusters Score -2.485559e+07 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82040 members 
Mstep: Class 2 contains 96518 members 
Entering Unmasked Estep 
Score: -24857152.000000 Penalty: 5997.963379
	Iteration 2Q: 3 clusters Score -2.485715e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78347 members 
Mstep: Class 2 contains 100211 members 
Entering Unmasked Estep 
Score: -24859270.000000 Penalty: 5997.963379
	Iteration 3Q: 3 clusters Score -2.485927e+07 nChanged 7731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72998 members 
Mstep: Class 2 contains 105560 members 
Entering Unmasked Estep 
Score: -24862430.000000 Penalty: 5997.963379
	Iteration 4Q: 3 clusters Score -2.486243e+07 nChanged 9348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65806 members 
Mstep: Class 2 contains 112752 members 
Entering Unmasked Estep 
Score: -24867606.000000 Penalty: 5997.963379
	Iteration 5F: 3 clusters Score -2.486761e+07 nChanged 10873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56865 members 
Mstep: Class 2 contains 121693 members 
Entering Unmasked Estep 
Score: -24874876.000000 Penalty: 5997.963379
	Iteration 6F: 3 clusters Score -2.487488e+07 nChanged 11585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47038 members 
Mstep: Class 2 contains 131520 members 
Entering Unmasked Estep 
Score: -24883626.000000 Penalty: 5997.963379
	Iteration 7F: 3 clusters Score -2.488363e+07 nChanged 11142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 141062 members 
Entering Unmasked Estep 
Score: -24892840.000000 Penalty: 5997.963379
	Iteration 8F: 3 clusters Score -2.489284e+07 nChanged 9441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 148899 members 
Entering Unmasked Estep 
Score: -24901206.000000 Penalty: 5997.963379
	Iteration 9F: 3 clusters Score -2.490121e+07 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 154308 members 
Entering Unmasked Estep 
Score: -24906838.000000 Penalty: 5997.963379
	Iteration 10Q: 3 clusters Score -2.490684e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 158030 members 
Entering Unmasked Estep 
Score: -24910448.000000 Penalty: 5997.963379
	Iteration 11Q: 3 clusters Score -2.491045e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 161036 members 
Entering Unmasked Estep 
Score: -24912048.000000 Penalty: 5997.963379
	Iteration 12Q: 3 clusters Score -2.491205e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 163600 members 
Entering Unmasked Estep 
Score: -24912588.000000 Penalty: 5997.963379
	Iteration 13Q: 3 clusters Score -2.491259e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 165796 members 
Entering Unmasked Estep 
Score: -24912924.000000 Penalty: 5997.963379
	Iteration 14Q: 3 clusters Score -2.491292e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 167700 members 
Entering Unmasked Estep 
Score: -24913374.000000 Penalty: 5997.963379
	Iteration 15Q: 3 clusters Score -2.491337e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 169441 members 
Entering Unmasked Estep 
Score: -24913494.000000 Penalty: 5997.963379
	Iteration 16Q: 3 clusters Score -2.491349e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 170922 members 
Entering Unmasked Estep 
Score: -24913560.000000 Penalty: 5997.963379
	Iteration 17Q: 3 clusters Score -2.491356e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 172169 members 
Entering Unmasked Estep 
Score: -24913536.000000 Penalty: 5997.963379
	Iteration 18Q: 3 clusters Score -2.491354e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 173199 members 
Entering Unmasked Estep 
Score: -24913440.000000 Penalty: 5997.963379
	Iteration 19Q: 3 clusters Score -2.491344e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 173981 members 
Entering Unmasked Estep 
Score: -24913296.000000 Penalty: 5997.963379
	Iteration 20F: 3 clusters Score -2.49133e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 174571 members 
Entering Unmasked Estep 
Score: -24913196.000000 Penalty: 5997.963379
	Iteration 21Q: 3 clusters Score -2.49132e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 175055 members 
Entering Unmasked Estep 
Score: -24913322.000000 Penalty: 5997.963379
	Iteration 22Q: 3 clusters Score -2.491332e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 175439 members 
Entering Unmasked Estep 
Score: -24913324.000000 Penalty: 5997.963379
	Iteration 23Q: 3 clusters Score -2.491332e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 175743 members 
Entering Unmasked Estep 
Score: -24913312.000000 Penalty: 5997.963379
	Iteration 24Q: 3 clusters Score -2.491331e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 175946 members 
Entering Unmasked Estep 
Score: -24913308.000000 Penalty: 5997.963379
	Iteration 25Q: 3 clusters Score -2.491331e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 176090 members 
Entering Unmasked Estep 
Score: -24913224.000000 Penalty: 5997.963379
	Iteration 26Q: 3 clusters Score -2.491322e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 176192 members 
Entering Unmasked Estep 
Score: -24913206.000000 Penalty: 5997.963379
	Iteration 27Q: 3 clusters Score -2.491321e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 176281 members 
Entering Unmasked Estep 
Score: -24913226.000000 Penalty: 5997.963379
	Iteration 28Q: 3 clusters Score -2.491323e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 176357 members 
Entering Unmasked Estep 
Score: -24913170.000000 Penalty: 5997.963379
	Iteration 29Q: 3 clusters Score -2.491317e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 176406 members 
Entering Unmasked Estep 
Score: -24913168.000000 Penalty: 5997.963379
	Iteration 30Q: 3 clusters Score -2.491317e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 176453 members 
Entering Unmasked Estep 
Score: -24913160.000000 Penalty: 5997.963379
	Iteration 31Q: 3 clusters Score -2.491316e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 176501 members 
Entering Unmasked Estep 
Score: -24913164.000000 Penalty: 5997.963379
	Iteration 32Q: 3 clusters Score -2.491316e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 176523 members 
Entering Unmasked Estep 
Score: -24913148.000000 Penalty: 5997.963379
	Iteration 33Q: 3 clusters Score -2.491315e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 176558 members 
Entering Unmasked Estep 
Score: -24913154.000000 Penalty: 5997.963379
	Iteration 34Q: 3 clusters Score -2.491315e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 176586 members 
Entering Unmasked Estep 
Score: -24913140.000000 Penalty: 5997.963379
	Iteration 35Q: 3 clusters Score -2.491314e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 176599 members 
Entering Unmasked Estep 
Score: -24913120.000000 Penalty: 5997.963379
	Iteration 36Q: 3 clusters Score -2.491312e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 176612 members 
Entering Unmasked Estep 
Score: -24913124.000000 Penalty: 5997.963379
	Iteration 37Q: 3 clusters Score -2.491312e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 176632 members 
Entering Unmasked Estep 
Score: -24913098.000000 Penalty: 5997.963379
	Iteration 38Q: 3 clusters Score -2.49131e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 176650 members 
Entering Unmasked Estep 
Score: -24913090.000000 Penalty: 5997.963379
	Iteration 39Q: 3 clusters Score -2.491309e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 176664 members 
Entering Unmasked Estep 
Score: -24913064.000000 Penalty: 5997.963379
	Iteration 40F: 3 clusters Score -2.491306e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 176677 members 
Entering Unmasked Estep 
Score: -24913096.000000 Penalty: 5997.963379
	Iteration 41Q: 3 clusters Score -2.49131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 176684 members 
Entering Unmasked Estep 
Score: -24913082.000000 Penalty: 5997.963379
	Iteration 42Q: 3 clusters Score -2.491308e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 176695 members 
Entering Unmasked Estep 
Score: -24913090.000000 Penalty: 5997.963379
	Iteration 43Q: 3 clusters Score -2.491309e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 176702 members 
Entering Unmasked Estep 
Score: -24913084.000000 Penalty: 5997.963379
	Iteration 44Q: 3 clusters Score -2.491308e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 176704 members 
Entering Unmasked Estep 
Score: -24913094.000000 Penalty: 5997.963379
	Iteration 45Q: 3 clusters Score -2.491309e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 176708 members 
Entering Unmasked Estep 
Score: -24913096.000000 Penalty: 5997.963379
	Iteration 46Q: 3 clusters Score -2.49131e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 176713 members 
Entering Unmasked Estep 
Score: -24913108.000000 Penalty: 5997.963379
	Iteration 47Q: 3 clusters Score -2.491311e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 176723 members 
Entering Unmasked Estep 
Score: -24913142.000000 Penalty: 5997.963379
	Iteration 48Q: 3 clusters Score -2.491314e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 176730 members 
Entering Unmasked Estep 
Score: -24913116.000000 Penalty: 5997.963379
	Iteration 49Q: 3 clusters Score -2.491312e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 176739 members 
Entering Unmasked Estep 
Score: -24913094.000000 Penalty: 5997.963379
	Iteration 50Q: 3 clusters Score -2.491309e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 176743 members 
Entering Unmasked Estep 
Score: -24913096.000000 Penalty: 5997.963379
	Iteration 51Q: 3 clusters Score -2.49131e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 176749 members 
Entering Unmasked Estep 
Score: -24913088.000000 Penalty: 5997.963379
	Iteration 52Q: 3 clusters Score -2.491309e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 176761 members 
Entering Unmasked Estep 
Score: -24913110.000000 Penalty: 5997.963379
	Iteration 53Q: 3 clusters Score -2.491311e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 176777 members 
Entering Unmasked Estep 
Score: -24913098.000000 Penalty: 5997.963379
	Iteration 54Q: 3 clusters Score -2.49131e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 176785 members 
Entering Unmasked Estep 
Score: -24913096.000000 Penalty: 5997.963379
	Iteration 55Q: 3 clusters Score -2.49131e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 176793 members 
Entering Unmasked Estep 
Score: -24913104.000000 Penalty: 5997.963379
	Iteration 56Q: 3 clusters Score -2.49131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 176797 members 
Entering Unmasked Estep 
Score: -24913116.000000 Penalty: 5997.963379
	Iteration 57Q: 3 clusters Score -2.491312e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 176802 members 
Entering Unmasked Estep 
Score: -24913100.000000 Penalty: 5997.963379
	Iteration 58Q: 3 clusters Score -2.49131e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 176803 members 
Entering Unmasked Estep 
Score: -24913088.000000 Penalty: 5997.963379
	Iteration 59Q: 3 clusters Score -2.491309e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 176805 members 
Entering Unmasked Estep 
Score: -24913118.000000 Penalty: 5997.963379
	Iteration 60F: 3 clusters Score -2.491312e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 176811 members 
Entering Unmasked Estep 
Score: -24913096.000000 Penalty: 5997.963379
	Iteration 61Q: 3 clusters Score -2.49131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 176813 members 
Entering Unmasked Estep 
Score: -24913110.000000 Penalty: 5997.963379
	Iteration 62Q: 3 clusters Score -2.491311e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 176813 members 
Entering Unmasked Estep 
Score: -24913102.000000 Penalty: 5997.963379
	Iteration 63Q: 3 clusters Score -2.49131e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 176818 members 
Entering Unmasked Estep 
Score: -24913104.000000 Penalty: 5997.963379
	Iteration 64Q: 3 clusters Score -2.49131e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 176820 members 
Entering Unmasked Estep 
Score: -24913130.000000 Penalty: 5997.963379
	Iteration 65Q: 3 clusters Score -2.491313e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 176821 members 
Entering Unmasked Estep 
Score: -24913130.000000 Penalty: 5997.963379
	Iteration 66Q: 3 clusters Score -2.491313e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 176823 members 
Entering Unmasked Estep 
Score: -24913126.000000 Penalty: 5997.963379
	Iteration 67Q: 3 clusters Score -2.491313e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 176824 members 
Entering Unmasked Estep 
Score: -24913118.000000 Penalty: 5997.963379
	Iteration 68Q: 3 clusters Score -2.491312e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 176826 members 
Entering Unmasked Estep 
Score: -24913116.000000 Penalty: 5997.963379
	Iteration 69Q: 3 clusters Score -2.491312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 176829 members 
Entering Unmasked Estep 
Score: -24913100.000000 Penalty: 5997.963379
	Iteration 70Q: 3 clusters Score -2.49131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 176831 members 
Entering Unmasked Estep 
Score: -24913102.000000 Penalty: 5997.963379
	Iteration 71Q: 3 clusters Score -2.49131e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 176831 members 
Entering Unmasked Estep 
Score: -24913102.000000 Penalty: 5997.963379
	Iteration 72F: 3 clusters Score -2.49131e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Entering Unmasked Estep 
Score: -284442.937500 Penalty: 1905.026978
	Iteration 0F: 2 clusters Score -284442.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -282030.812500 Penalty: 3810.053955
	Iteration 0F: 3 clusters Score -282030.8 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -284783.718750 Penalty: 3810.053955
	Iteration 1F: 3 clusters Score -284783.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -287182.750000 Penalty: 3810.053955
	Iteration 2F: 3 clusters Score -287182.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -287632.312500 Penalty: 3810.053955
	Iteration 3F: 3 clusters Score -287632.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -287729.281250 Penalty: 3810.053955
	Iteration 4Q: 3 clusters Score -287729.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -287781.812500 Penalty: 3810.053955
	Iteration 5Q: 3 clusters Score -287781.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -287822.687500 Penalty: 3810.053955
	Iteration 6Q: 3 clusters Score -287822.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -287854.500000 Penalty: 3810.053955
	Iteration 7Q: 3 clusters Score -287854.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -287874.375000 Penalty: 3810.053955
	Iteration 8Q: 3 clusters Score -287874.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -287882.468750 Penalty: 3810.053955
	Iteration 9Q: 3 clusters Score -287882.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -287885.250000 Penalty: 3810.053955
	Iteration 10Q: 3 clusters Score -287885.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -287885.250000 Penalty: 3810.053955
	Iteration 11F: 3 clusters Score -287885.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 86514 members 
Mstep: Class 2 contains 47355 members 
Mstep: Class 3 contains 12589 members 
Mstep: Class 4 contains 127756 members 
Mstep: Class 5 contains 29908 members 
Mstep: Class 6 contains 168688 members 
Mstep: Class 7 contains 27322 members 
Mstep: Class 8 contains 1874 members 
Mstep: Class 9 contains 71005 members 
Mstep: Class 10 contains 8704 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 3987 members 
Mstep: Class 13 contains 178558 members 
Mstep: Class 14 contains 454 members 
Mstep: Class 15 contains 2199 members 
Mstep: Class 16 contains 1112 members 
Mstep: Class 17 contains 21690 members 
Mstep: Class 18 contains 168025 members 
Mstep: Class 19 contains 650 members 
Mstep: Class 20 contains 1714 members 
Entering Unmasked Estep 
Score: -132619888.000000 Penalty: 68328.031250
Splitting cluster 14 changes total score from -132592728.000000 to -132619888.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 17 (21690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Entering Unmasked Estep 
Score: -3077992.500000 Penalty: 2476.182373
	Iteration 0F: 2 clusters Score -3077992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -3062766.500000 Penalty: 4952.364746
	Iteration 0F: 3 clusters Score -3062766 nChanged 9607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -3067937.250000 Penalty: 4952.364746
	Iteration 1F: 3 clusters Score -3067937 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -3068437.500000 Penalty: 4952.364746
	Iteration 2F: 3 clusters Score -3068438 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -3068875.750000 Penalty: 4952.364746
	Iteration 3F: 3 clusters Score -3068876 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -3069311.250000 Penalty: 4952.364746
	Iteration 4Q: 3 clusters Score -3069311 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -3069832.250000 Penalty: 4952.364746
	Iteration 5Q: 3 clusters Score -3069832 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -3070422.250000 Penalty: 4952.364746
	Iteration 6Q: 3 clusters Score -3070422 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -3071191.500000 Penalty: 4952.364746
	Iteration 7F: 3 clusters Score -3071192 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -3072264.500000 Penalty: 4952.364746
	Iteration 8F: 3 clusters Score -3072264 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -3073497.750000 Penalty: 4952.364746
	Iteration 9F: 3 clusters Score -3073498 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -3074762.000000 Penalty: 4952.364746
	Iteration 10F: 3 clusters Score -3074762 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -3075799.000000 Penalty: 4952.364746
	Iteration 11Q: 3 clusters Score -3075799 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -3076338.250000 Penalty: 4952.364746
	Iteration 12Q: 3 clusters Score -3076338 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -3076613.000000 Penalty: 4952.364746
	Iteration 13Q: 3 clusters Score -3076613 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -3076793.000000 Penalty: 4952.364746
	Iteration 14Q: 3 clusters Score -3076793 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -3076930.250000 Penalty: 4952.364746
	Iteration 15Q: 3 clusters Score -3076930 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -3077080.500000 Penalty: 4952.364746
	Iteration 16Q: 3 clusters Score -3077080 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -3077196.000000 Penalty: 4952.364746
	Iteration 17Q: 3 clusters Score -3077196 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -3077265.000000 Penalty: 4952.364746
	Iteration 18Q: 3 clusters Score -3077265 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -3077311.750000 Penalty: 4952.364746
	Iteration 19Q: 3 clusters Score -3077312 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -3077343.250000 Penalty: 4952.364746
	Iteration 20F: 3 clusters Score -3077343 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -3077366.500000 Penalty: 4952.364746
	Iteration 21Q: 3 clusters Score -3077366 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -3077392.750000 Penalty: 4952.364746
	Iteration 22Q: 3 clusters Score -3077393 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -3077393.000000 Penalty: 4952.364746
	Iteration 23Q: 3 clusters Score -3077393 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -3077394.750000 Penalty: 4952.364746
	Iteration 24Q: 3 clusters Score -3077395 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -3077404.000000 Penalty: 4952.364746
	Iteration 25Q: 3 clusters Score -3077404 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -3077398.250000 Penalty: 4952.364746
	Iteration 26Q: 3 clusters Score -3077398 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -3077400.500000 Penalty: 4952.364746
	Iteration 27Q: 3 clusters Score -3077400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -3077413.250000 Penalty: 4952.364746
	Iteration 28Q: 3 clusters Score -3077413 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -3077413.750000 Penalty: 4952.364746
	Iteration 29Q: 3 clusters Score -3077414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -3077418.750000 Penalty: 4952.364746
	Iteration 30Q: 3 clusters Score -3077419 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -3077419.000000 Penalty: 4952.364746
	Iteration 31Q: 3 clusters Score -3077419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -3077416.500000 Penalty: 4952.364746
	Iteration 32Q: 3 clusters Score -3077416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -3077418.250000 Penalty: 4952.364746
	Iteration 33Q: 3 clusters Score -3077418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -3077417.750000 Penalty: 4952.364746
	Iteration 34Q: 3 clusters Score -3077418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -3077420.250000 Penalty: 4952.364746
	Iteration 35Q: 3 clusters Score -3077420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -3077419.750000 Penalty: 4952.364746
	Iteration 36Q: 3 clusters Score -3077420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -3077420.250000 Penalty: 4952.364746
	Iteration 37Q: 3 clusters Score -3077420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -3077421.500000 Penalty: 4952.364746
	Iteration 38Q: 3 clusters Score -3077422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -3077422.250000 Penalty: 4952.364746
	Iteration 39Q: 3 clusters Score -3077422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -3077424.000000 Penalty: 4952.364746
	Iteration 40F: 3 clusters Score -3077424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -3077423.000000 Penalty: 4952.364746
	Iteration 41Q: 3 clusters Score -3077423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -3077425.750000 Penalty: 4952.364746
	Iteration 42Q: 3 clusters Score -3077426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -3077428.250000 Penalty: 4952.364746
	Iteration 43Q: 3 clusters Score -3077428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -3077428.000000 Penalty: 4952.364746
	Iteration 44Q: 3 clusters Score -3077428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -3077424.750000 Penalty: 4952.364746
	Iteration 45Q: 3 clusters Score -3077425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -3077423.750000 Penalty: 4952.364746
	Iteration 46Q: 3 clusters Score -3077424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -3077428.500000 Penalty: 4952.364746
	Iteration 47Q: 3 clusters Score -3077428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -3077434.000000 Penalty: 4952.364746
	Iteration 48Q: 3 clusters Score -3077434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -3077434.500000 Penalty: 4952.364746
	Iteration 49Q: 3 clusters Score -3077434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -3077434.500000 Penalty: 4952.364746
	Iteration 50F: 3 clusters Score -3077434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (168025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168025 members 
Entering Unmasked Estep 
Score: -23638918.000000 Penalty: 2983.903320
	Iteration 0F: 2 clusters Score -2.363892e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83901 members 
Mstep: Class 2 contains 84124 members 
Entering Unmasked Estep 
Score: -23533028.000000 Penalty: 5967.806641
	Iteration 0F: 3 clusters Score -2.353303e+07 nChanged 80361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81702 members 
Mstep: Class 2 contains 86323 members 
Entering Unmasked Estep 
Score: -23579572.000000 Penalty: 5967.806641
	Iteration 1F: 3 clusters Score -2.357957e+07 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79983 members 
Mstep: Class 2 contains 88042 members 
Entering Unmasked Estep 
Score: -23581050.000000 Penalty: 5967.806641
	Iteration 2Q: 3 clusters Score -2.358105e+07 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77428 members 
Mstep: Class 2 contains 90597 members 
Entering Unmasked Estep 
Score: -23582982.000000 Penalty: 5967.806641
	Iteration 3Q: 3 clusters Score -2.358298e+07 nChanged 8013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73809 members 
Mstep: Class 2 contains 94216 members 
Entering Unmasked Estep 
Score: -23586300.000000 Penalty: 5967.806641
	Iteration 4Q: 3 clusters Score -2.35863e+07 nChanged 9829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68872 members 
Mstep: Class 2 contains 99153 members 
Entering Unmasked Estep 
Score: -23590904.000000 Penalty: 5967.806641
	Iteration 5F: 3 clusters Score -2.35909e+07 nChanged 11358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62970 members 
Mstep: Class 2 contains 105055 members 
Entering Unmasked Estep 
Score: -23597600.000000 Penalty: 5967.806641
	Iteration 6F: 3 clusters Score -2.35976e+07 nChanged 11963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57383 members 
Mstep: Class 2 contains 110642 members 
Entering Unmasked Estep 
Score: -23605896.000000 Penalty: 5967.806641
	Iteration 7F: 3 clusters Score -2.36059e+07 nChanged 11247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53920 members 
Mstep: Class 2 contains 114105 members 
Entering Unmasked Estep 
Score: -23613524.000000 Penalty: 5967.806641
	Iteration 8F: 3 clusters Score -2.361352e+07 nChanged 9302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52972 members 
Mstep: Class 2 contains 115053 members 
Entering Unmasked Estep 
Score: -23618692.000000 Penalty: 5967.806641
	Iteration 9F: 3 clusters Score -2.361869e+07 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53268 members 
Mstep: Class 2 contains 114757 members 
Entering Unmasked Estep 
Score: -23620640.000000 Penalty: 5967.806641
	Iteration 10Q: 3 clusters Score -2.362064e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53606 members 
Mstep: Class 2 contains 114419 members 
Entering Unmasked Estep 
Score: -23621542.000000 Penalty: 5967.806641
	Iteration 11Q: 3 clusters Score -2.362154e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53888 members 
Mstep: Class 2 contains 114137 members 
Entering Unmasked Estep 
Score: -23621952.000000 Penalty: 5967.806641
	Iteration 12Q: 3 clusters Score -2.362195e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54167 members 
Mstep: Class 2 contains 113858 members 
Entering Unmasked Estep 
Score: -23622376.000000 Penalty: 5967.806641
	Iteration 13Q: 3 clusters Score -2.362238e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54512 members 
Mstep: Class 2 contains 113513 members 
Entering Unmasked Estep 
Score: -23622754.000000 Penalty: 5967.806641
	Iteration 14Q: 3 clusters Score -2.362275e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54866 members 
Mstep: Class 2 contains 113159 members 
Entering Unmasked Estep 
Score: -23622970.000000 Penalty: 5967.806641
	Iteration 15Q: 3 clusters Score -2.362297e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55217 members 
Mstep: Class 2 contains 112808 members 
Entering Unmasked Estep 
Score: -23623262.000000 Penalty: 5967.806641
	Iteration 16Q: 3 clusters Score -2.362326e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55564 members 
Mstep: Class 2 contains 112461 members 
Entering Unmasked Estep 
Score: -23623656.000000 Penalty: 5967.806641
	Iteration 17Q: 3 clusters Score -2.362366e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55894 members 
Mstep: Class 2 contains 112131 members 
Entering Unmasked Estep 
Score: -23623930.000000 Penalty: 5967.806641
	Iteration 18Q: 3 clusters Score -2.362393e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56242 members 
Mstep: Class 2 contains 111783 members 
Entering Unmasked Estep 
Score: -23624168.000000 Penalty: 5967.806641
	Iteration 19Q: 3 clusters Score -2.362417e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56559 members 
Mstep: Class 2 contains 111466 members 
Entering Unmasked Estep 
Score: -23624416.000000 Penalty: 5967.806641
	Iteration 20F: 3 clusters Score -2.362442e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56755 members 
Mstep: Class 2 contains 111270 members 
Entering Unmasked Estep 
Score: -23624650.000000 Penalty: 5967.806641
	Iteration 21Q: 3 clusters Score -2.362465e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56945 members 
Mstep: Class 2 contains 111080 members 
Entering Unmasked Estep 
Score: -23624892.000000 Penalty: 5967.806641
	Iteration 22Q: 3 clusters Score -2.362489e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57088 members 
Mstep: Class 2 contains 110937 members 
Entering Unmasked Estep 
Score: -23625072.000000 Penalty: 5967.806641
	Iteration 23Q: 3 clusters Score -2.362507e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57191 members 
Mstep: Class 2 contains 110834 members 
Entering Unmasked Estep 
Score: -23625242.000000 Penalty: 5967.806641
	Iteration 24Q: 3 clusters Score -2.362524e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57246 members 
Mstep: Class 2 contains 110779 members 
Entering Unmasked Estep 
Score: -23625424.000000 Penalty: 5967.806641
	Iteration 25Q: 3 clusters Score -2.362542e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57240 members 
Mstep: Class 2 contains 110785 members 
Entering Unmasked Estep 
Score: -23625638.000000 Penalty: 5967.806641
	Iteration 26Q: 3 clusters Score -2.362564e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57179 members 
Mstep: Class 2 contains 110846 members 
Entering Unmasked Estep 
Score: -23625744.000000 Penalty: 5967.806641
	Iteration 27Q: 3 clusters Score -2.362574e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57041 members 
Mstep: Class 2 contains 110984 members 
Entering Unmasked Estep 
Score: -23625868.000000 Penalty: 5967.806641
	Iteration 28Q: 3 clusters Score -2.362587e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56905 members 
Mstep: Class 2 contains 111120 members 
Entering Unmasked Estep 
Score: -23626084.000000 Penalty: 5967.806641
	Iteration 29Q: 3 clusters Score -2.362608e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56785 members 
Mstep: Class 2 contains 111240 members 
Entering Unmasked Estep 
Score: -23626184.000000 Penalty: 5967.806641
	Iteration 30Q: 3 clusters Score -2.362618e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56626 members 
Mstep: Class 2 contains 111399 members 
Entering Unmasked Estep 
Score: -23626312.000000 Penalty: 5967.806641
	Iteration 31Q: 3 clusters Score -2.362631e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56411 members 
Mstep: Class 2 contains 111614 members 
Entering Unmasked Estep 
Score: -23626388.000000 Penalty: 5967.806641
	Iteration 32Q: 3 clusters Score -2.362639e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56175 members 
Mstep: Class 2 contains 111850 members 
Entering Unmasked Estep 
Score: -23626464.000000 Penalty: 5967.806641
	Iteration 33Q: 3 clusters Score -2.362646e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55927 members 
Mstep: Class 2 contains 112098 members 
Entering Unmasked Estep 
Score: -23626524.000000 Penalty: 5967.806641
	Iteration 34Q: 3 clusters Score -2.362652e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55675 members 
Mstep: Class 2 contains 112350 members 
Entering Unmasked Estep 
Score: -23626588.000000 Penalty: 5967.806641
	Iteration 35Q: 3 clusters Score -2.362659e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55416 members 
Mstep: Class 2 contains 112609 members 
Entering Unmasked Estep 
Score: -23626566.000000 Penalty: 5967.806641
	Iteration 36Q: 3 clusters Score -2.362657e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55156 members 
Mstep: Class 2 contains 112869 members 
Entering Unmasked Estep 
Score: -23626672.000000 Penalty: 5967.806641
	Iteration 37Q: 3 clusters Score -2.362667e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54918 members 
Mstep: Class 2 contains 113107 members 
Entering Unmasked Estep 
Score: -23626706.000000 Penalty: 5967.806641
	Iteration 38Q: 3 clusters Score -2.362671e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54664 members 
Mstep: Class 2 contains 113361 members 
Entering Unmasked Estep 
Score: -23626742.000000 Penalty: 5967.806641
	Iteration 39Q: 3 clusters Score -2.362674e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54405 members 
Mstep: Class 2 contains 113620 members 
Entering Unmasked Estep 
Score: -23626806.000000 Penalty: 5967.806641
	Iteration 40F: 3 clusters Score -2.362681e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54148 members 
Mstep: Class 2 contains 113877 members 
Entering Unmasked Estep 
Score: -23626810.000000 Penalty: 5967.806641
	Iteration 41Q: 3 clusters Score -2.362681e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53892 members 
Mstep: Class 2 contains 114133 members 
Entering Unmasked Estep 
Score: -23626826.000000 Penalty: 5967.806641
	Iteration 42Q: 3 clusters Score -2.362683e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53637 members 
Mstep: Class 2 contains 114388 members 
Entering Unmasked Estep 
Score: -23626850.000000 Penalty: 5967.806641
	Iteration 43Q: 3 clusters Score -2.362685e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53399 members 
Mstep: Class 2 contains 114626 members 
Entering Unmasked Estep 
Score: -23626918.000000 Penalty: 5967.806641
	Iteration 44Q: 3 clusters Score -2.362692e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53162 members 
Mstep: Class 2 contains 114863 members 
Entering Unmasked Estep 
Score: -23626898.000000 Penalty: 5967.806641
	Iteration 45Q: 3 clusters Score -2.36269e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52940 members 
Mstep: Class 2 contains 115085 members 
Entering Unmasked Estep 
Score: -23626972.000000 Penalty: 5967.806641
	Iteration 46Q: 3 clusters Score -2.362697e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52711 members 
Mstep: Class 2 contains 115314 members 
Entering Unmasked Estep 
Score: -23626974.000000 Penalty: 5967.806641
	Iteration 47Q: 3 clusters Score -2.362697e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52482 members 
Mstep: Class 2 contains 115543 members 
Entering Unmasked Estep 
Score: -23627046.000000 Penalty: 5967.806641
	Iteration 48Q: 3 clusters Score -2.362705e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52218 members 
Mstep: Class 2 contains 115807 members 
Entering Unmasked Estep 
Score: -23627068.000000 Penalty: 5967.806641
	Iteration 49Q: 3 clusters Score -2.362707e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51943 members 
Mstep: Class 2 contains 116082 members 
Entering Unmasked Estep 
Score: -23627112.000000 Penalty: 5967.806641
	Iteration 50Q: 3 clusters Score -2.362711e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51675 members 
Mstep: Class 2 contains 116350 members 
Entering Unmasked Estep 
Score: -23627160.000000 Penalty: 5967.806641
	Iteration 51Q: 3 clusters Score -2.362716e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51386 members 
Mstep: Class 2 contains 116639 members 
Entering Unmasked Estep 
Score: -23627166.000000 Penalty: 5967.806641
	Iteration 52Q: 3 clusters Score -2.362717e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51119 members 
Mstep: Class 2 contains 116906 members 
Entering Unmasked Estep 
Score: -23627212.000000 Penalty: 5967.806641
	Iteration 53Q: 3 clusters Score -2.362721e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50867 members 
Mstep: Class 2 contains 117158 members 
Entering Unmasked Estep 
Score: -23627218.000000 Penalty: 5967.806641
	Iteration 54Q: 3 clusters Score -2.362722e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50634 members 
Mstep: Class 2 contains 117391 members 
Entering Unmasked Estep 
Score: -23627268.000000 Penalty: 5967.806641
	Iteration 55Q: 3 clusters Score -2.362727e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50387 members 
Mstep: Class 2 contains 117638 members 
Entering Unmasked Estep 
Score: -23627300.000000 Penalty: 5967.806641
	Iteration 56Q: 3 clusters Score -2.36273e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50116 members 
Mstep: Class 2 contains 117909 members 
Entering Unmasked Estep 
Score: -23627366.000000 Penalty: 5967.806641
	Iteration 57Q: 3 clusters Score -2.362737e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49859 members 
Mstep: Class 2 contains 118166 members 
Entering Unmasked Estep 
Score: -23627376.000000 Penalty: 5967.806641
	Iteration 58Q: 3 clusters Score -2.362738e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49583 members 
Mstep: Class 2 contains 118442 members 
Entering Unmasked Estep 
Score: -23627374.000000 Penalty: 5967.806641
	Iteration 59Q: 3 clusters Score -2.362737e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49320 members 
Mstep: Class 2 contains 118705 members 
Entering Unmasked Estep 
Score: -23627414.000000 Penalty: 5967.806641
	Iteration 60F: 3 clusters Score -2.362741e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49016 members 
Mstep: Class 2 contains 119009 members 
Entering Unmasked Estep 
Score: -23627370.000000 Penalty: 5967.806641
	Iteration 61Q: 3 clusters Score -2.362737e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48720 members 
Mstep: Class 2 contains 119305 members 
Entering Unmasked Estep 
Score: -23627352.000000 Penalty: 5967.806641
	Iteration 62Q: 3 clusters Score -2.362735e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48438 members 
Mstep: Class 2 contains 119587 members 
Entering Unmasked Estep 
Score: -23627350.000000 Penalty: 5967.806641
	Iteration 63Q: 3 clusters Score -2.362735e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48158 members 
Mstep: Class 2 contains 119867 members 
Entering Unmasked Estep 
Score: -23627394.000000 Penalty: 5967.806641
	Iteration 64Q: 3 clusters Score -2.362739e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47880 members 
Mstep: Class 2 contains 120145 members 
Entering Unmasked Estep 
Score: -23627420.000000 Penalty: 5967.806641
	Iteration 65Q: 3 clusters Score -2.362742e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47597 members 
Mstep: Class 2 contains 120428 members 
Entering Unmasked Estep 
Score: -23627436.000000 Penalty: 5967.806641
	Iteration 66Q: 3 clusters Score -2.362744e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47337 members 
Mstep: Class 2 contains 120688 members 
Entering Unmasked Estep 
Score: -23627510.000000 Penalty: 5967.806641
	Iteration 67Q: 3 clusters Score -2.362751e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47067 members 
Mstep: Class 2 contains 120958 members 
Entering Unmasked Estep 
Score: -23627534.000000 Penalty: 5967.806641
	Iteration 68Q: 3 clusters Score -2.362753e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46778 members 
Mstep: Class 2 contains 121247 members 
Entering Unmasked Estep 
Score: -23627570.000000 Penalty: 5967.806641
	Iteration 69Q: 3 clusters Score -2.362757e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46468 members 
Mstep: Class 2 contains 121557 members 
Entering Unmasked Estep 
Score: -23627604.000000 Penalty: 5967.806641
	Iteration 70Q: 3 clusters Score -2.36276e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46132 members 
Mstep: Class 2 contains 121893 members 
Entering Unmasked Estep 
Score: -23627650.000000 Penalty: 5967.806641
	Iteration 71Q: 3 clusters Score -2.362765e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45774 members 
Mstep: Class 2 contains 122251 members 
Entering Unmasked Estep 
Score: -23627672.000000 Penalty: 5967.806641
	Iteration 72Q: 3 clusters Score -2.362767e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 122621 members 
Entering Unmasked Estep 
Score: -23627722.000000 Penalty: 5967.806641
	Iteration 73Q: 3 clusters Score -2.362772e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45035 members 
Mstep: Class 2 contains 122990 members 
Entering Unmasked Estep 
Score: -23627784.000000 Penalty: 5967.806641
	Iteration 74Q: 3 clusters Score -2.362778e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44677 members 
Mstep: Class 2 contains 123348 members 
Entering Unmasked Estep 
Score: -23627832.000000 Penalty: 5967.806641
	Iteration 75Q: 3 clusters Score -2.362783e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44315 members 
Mstep: Class 2 contains 123710 members 
Entering Unmasked Estep 
Score: -23627896.000000 Penalty: 5967.806641
	Iteration 76Q: 3 clusters Score -2.36279e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 124097 members 
Entering Unmasked Estep 
Score: -23627980.000000 Penalty: 5967.806641
	Iteration 77Q: 3 clusters Score -2.362798e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43553 members 
Mstep: Class 2 contains 124472 members 
Entering Unmasked Estep 
Score: -23628032.000000 Penalty: 5967.806641
	Iteration 78Q: 3 clusters Score -2.362803e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 124848 members 
Entering Unmasked Estep 
Score: -23628040.000000 Penalty: 5967.806641
	Iteration 79Q: 3 clusters Score -2.362804e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 125268 members 
Entering Unmasked Estep 
Score: -23628016.000000 Penalty: 5967.806641
	Iteration 80F: 3 clusters Score -2.362802e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 125654 members 
Entering Unmasked Estep 
Score: -23628034.000000 Penalty: 5967.806641
	Iteration 81Q: 3 clusters Score -2.362803e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 126076 members 
Entering Unmasked Estep 
Score: -23627998.000000 Penalty: 5967.806641
	Iteration 82Q: 3 clusters Score -2.3628e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41525 members 
Mstep: Class 2 contains 126500 members 
Entering Unmasked Estep 
Score: -23627998.000000 Penalty: 5967.806641
	Iteration 83Q: 3 clusters Score -2.3628e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Mstep: Class 2 contains 126906 members 
Entering Unmasked Estep 
Score: -23628102.000000 Penalty: 5967.806641
	Iteration 84Q: 3 clusters Score -2.36281e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 127270 members 
Entering Unmasked Estep 
Score: -23628128.000000 Penalty: 5967.806641
	Iteration 85Q: 3 clusters Score -2.362813e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40388 members 
Mstep: Class 2 contains 127637 members 
Entering Unmasked Estep 
Score: -23628244.000000 Penalty: 5967.806641
	Iteration 86Q: 3 clusters Score -2.362824e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 127983 members 
Entering Unmasked Estep 
Score: -23628200.000000 Penalty: 5967.806641
	Iteration 87Q: 3 clusters Score -2.36282e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39709 members 
Mstep: Class 2 contains 128316 members 
Entering Unmasked Estep 
Score: -23628294.000000 Penalty: 5967.806641
	Iteration 88Q: 3 clusters Score -2.362829e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 128644 members 
Entering Unmasked Estep 
Score: -23628388.000000 Penalty: 5967.806641
	Iteration 89Q: 3 clusters Score -2.362839e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39068 members 
Mstep: Class 2 contains 128957 members 
Entering Unmasked Estep 
Score: -23628442.000000 Penalty: 5967.806641
	Iteration 90Q: 3 clusters Score -2.362844e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38724 members 
Mstep: Class 2 contains 129301 members 
Entering Unmasked Estep 
Score: -23628420.000000 Penalty: 5967.806641
	Iteration 91Q: 3 clusters Score -2.362842e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 129650 members 
Entering Unmasked Estep 
Score: -23628438.000000 Penalty: 5967.806641
	Iteration 92Q: 3 clusters Score -2.362844e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 130004 members 
Entering Unmasked Estep 
Score: -23628432.000000 Penalty: 5967.806641
	Iteration 93Q: 3 clusters Score -2.362843e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 130346 members 
Entering Unmasked Estep 
Score: -23628458.000000 Penalty: 5967.806641
	Iteration 94Q: 3 clusters Score -2.362846e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Mstep: Class 2 contains 130680 members 
Entering Unmasked Estep 
Score: -23628472.000000 Penalty: 5967.806641
	Iteration 95Q: 3 clusters Score -2.362847e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37029 members 
Mstep: Class 2 contains 130996 members 
Entering Unmasked Estep 
Score: -23628470.000000 Penalty: 5967.806641
	Iteration 96Q: 3 clusters Score -2.362847e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36743 members 
Mstep: Class 2 contains 131282 members 
Entering Unmasked Estep 
Score: -23628538.000000 Penalty: 5967.806641
	Iteration 97Q: 3 clusters Score -2.362854e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36463 members 
Mstep: Class 2 contains 131562 members 
Entering Unmasked Estep 
Score: -23628544.000000 Penalty: 5967.806641
	Iteration 98Q: 3 clusters Score -2.362854e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 131870 members 
Entering Unmasked Estep 
Score: -23628570.000000 Penalty: 5967.806641
	Iteration 99Q: 3 clusters Score -2.362857e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 132189 members 
Entering Unmasked Estep 
Score: -23628606.000000 Penalty: 5967.806641
	Iteration 100F: 3 clusters Score -2.362861e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 132494 members 
Entering Unmasked Estep 
Score: -23628564.000000 Penalty: 5967.806641
	Iteration 101Q: 3 clusters Score -2.362856e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35221 members 
Mstep: Class 2 contains 132804 members 
Entering Unmasked Estep 
Score: -23628526.000000 Penalty: 5967.806641
	Iteration 102Q: 3 clusters Score -2.362853e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 133104 members 
Entering Unmasked Estep 
Score: -23628512.000000 Penalty: 5967.806641
	Iteration 103Q: 3 clusters Score -2.362851e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 133428 members 
Entering Unmasked Estep 
Score: -23628520.000000 Penalty: 5967.806641
	Iteration 104Q: 3 clusters Score -2.362852e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 133735 members 
Entering Unmasked Estep 
Score: -23628530.000000 Penalty: 5967.806641
	Iteration 105Q: 3 clusters Score -2.362853e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 134049 members 
Entering Unmasked Estep 
Score: -23628542.000000 Penalty: 5967.806641
	Iteration 106Q: 3 clusters Score -2.362854e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 134383 members 
Entering Unmasked Estep 
Score: -23628536.000000 Penalty: 5967.806641
	Iteration 107Q: 3 clusters Score -2.362854e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 134710 members 
Entering Unmasked Estep 
Score: -23628538.000000 Penalty: 5967.806641
	Iteration 108Q: 3 clusters Score -2.362854e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 135056 members 
Entering Unmasked Estep 
Score: -23628484.000000 Penalty: 5967.806641
	Iteration 109Q: 3 clusters Score -2.362848e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 135420 members 
Entering Unmasked Estep 
Score: -23628548.000000 Penalty: 5967.806641
	Iteration 110Q: 3 clusters Score -2.362855e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 135793 members 
Entering Unmasked Estep 
Score: -23628598.000000 Penalty: 5967.806641
	Iteration 111Q: 3 clusters Score -2.36286e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 136157 members 
Entering Unmasked Estep 
Score: -23628660.000000 Penalty: 5967.806641
	Iteration 112Q: 3 clusters Score -2.362866e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31499 members 
Mstep: Class 2 contains 136526 members 
Entering Unmasked Estep 
Score: -23628742.000000 Penalty: 5967.806641
	Iteration 113Q: 3 clusters Score -2.362874e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 136929 members 
Entering Unmasked Estep 
Score: -23628830.000000 Penalty: 5967.806641
	Iteration 114Q: 3 clusters Score -2.362883e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 137339 members 
Entering Unmasked Estep 
Score: -23628978.000000 Penalty: 5967.806641
	Iteration 115Q: 3 clusters Score -2.362898e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30284 members 
Mstep: Class 2 contains 137741 members 
Entering Unmasked Estep 
Score: -23628990.000000 Penalty: 5967.806641
	Iteration 116Q: 3 clusters Score -2.362899e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 138158 members 
Entering Unmasked Estep 
Score: -23629048.000000 Penalty: 5967.806641
	Iteration 117Q: 3 clusters Score -2.362905e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 138581 members 
Entering Unmasked Estep 
Score: -23629046.000000 Penalty: 5967.806641
	Iteration 118Q: 3 clusters Score -2.362905e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 138979 members 
Entering Unmasked Estep 
Score: -23629116.000000 Penalty: 5967.806641
	Iteration 119Q: 3 clusters Score -2.362912e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 139417 members 
Entering Unmasked Estep 
Score: -23629168.000000 Penalty: 5967.806641
	Iteration 120F: 3 clusters Score -2.362917e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 139877 members 
Entering Unmasked Estep 
Score: -23629324.000000 Penalty: 5967.806641
	Iteration 121Q: 3 clusters Score -2.362932e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 140358 members 
Entering Unmasked Estep 
Score: -23629392.000000 Penalty: 5967.806641
	Iteration 122Q: 3 clusters Score -2.362939e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 140889 members 
Entering Unmasked Estep 
Score: -23629576.000000 Penalty: 5967.806641
	Iteration 123Q: 3 clusters Score -2.362958e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 141420 members 
Entering Unmasked Estep 
Score: -23629668.000000 Penalty: 5967.806641
	Iteration 124Q: 3 clusters Score -2.362967e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 141985 members 
Entering Unmasked Estep 
Score: -23629754.000000 Penalty: 5967.806641
	Iteration 125Q: 3 clusters Score -2.362975e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 142577 members 
Entering Unmasked Estep 
Score: -23629954.000000 Penalty: 5967.806641
	Iteration 126Q: 3 clusters Score -2.362995e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 143188 members 
Entering Unmasked Estep 
Score: -23630082.000000 Penalty: 5967.806641
	Iteration 127Q: 3 clusters Score -2.363008e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 143768 members 
Entering Unmasked Estep 
Score: -23630182.000000 Penalty: 5967.806641
	Iteration 128Q: 3 clusters Score -2.363018e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 144335 members 
Entering Unmasked Estep 
Score: -23630340.000000 Penalty: 5967.806641
	Iteration 129Q: 3 clusters Score -2.363034e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 144936 members 
Entering Unmasked Estep 
Score: -23630428.000000 Penalty: 5967.806641
	Iteration 130Q: 3 clusters Score -2.363043e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 145568 members 
Entering Unmasked Estep 
Score: -23630682.000000 Penalty: 5967.806641
	Iteration 131Q: 3 clusters Score -2.363068e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 146226 members 
Entering Unmasked Estep 
Score: -23630874.000000 Penalty: 5967.806641
	Iteration 132Q: 3 clusters Score -2.363087e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 146868 members 
Entering Unmasked Estep 
Score: -23631140.000000 Penalty: 5967.806641
	Iteration 133Q: 3 clusters Score -2.363114e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 147508 members 
Entering Unmasked Estep 
Score: -23631356.000000 Penalty: 5967.806641
	Iteration 134Q: 3 clusters Score -2.363136e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 148120 members 
Entering Unmasked Estep 
Score: -23631612.000000 Penalty: 5967.806641
	Iteration 135Q: 3 clusters Score -2.363161e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 148740 members 
Entering Unmasked Estep 
Score: -23631794.000000 Penalty: 5967.806641
	Iteration 136Q: 3 clusters Score -2.363179e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 149334 members 
Entering Unmasked Estep 
Score: -23632090.000000 Penalty: 5967.806641
	Iteration 137Q: 3 clusters Score -2.363209e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 149984 members 
Entering Unmasked Estep 
Score: -23632426.000000 Penalty: 5967.806641
	Iteration 138Q: 3 clusters Score -2.363243e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 150639 members 
Entering Unmasked Estep 
Score: -23632746.000000 Penalty: 5967.806641
	Iteration 139Q: 3 clusters Score -2.363275e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 151295 members 
Entering Unmasked Estep 
Score: -23633380.000000 Penalty: 5967.806641
	Iteration 140F: 3 clusters Score -2.363338e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 151969 members 
Entering Unmasked Estep 
Score: -23634302.000000 Penalty: 5967.806641
	Iteration 141Q: 3 clusters Score -2.36343e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 152689 members 
Entering Unmasked Estep 
Score: -23635238.000000 Penalty: 5967.806641
	Iteration 142Q: 3 clusters Score -2.363524e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 153371 members 
Entering Unmasked Estep 
Score: -23636054.000000 Penalty: 5967.806641
	Iteration 143Q: 3 clusters Score -2.363605e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 154056 members 
Entering Unmasked Estep 
Score: -23636824.000000 Penalty: 5967.806641
	Iteration 144Q: 3 clusters Score -2.363682e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 154662 members 
Entering Unmasked Estep 
Score: -23637544.000000 Penalty: 5967.806641
	Iteration 145Q: 3 clusters Score -2.363754e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 155230 members 
Entering Unmasked Estep 
Score: -23638170.000000 Penalty: 5967.806641
	Iteration 146Q: 3 clusters Score -2.363817e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 155708 members 
Entering Unmasked Estep 
Score: -23638724.000000 Penalty: 5967.806641
	Iteration 147Q: 3 clusters Score -2.363872e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 156137 members 
Entering Unmasked Estep 
Score: -23639106.000000 Penalty: 5967.806641
	Iteration 148Q: 3 clusters Score -2.363911e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 156480 members 
Entering Unmasked Estep 
Score: -23639326.000000 Penalty: 5967.806641
	Iteration 149Q: 3 clusters Score -2.363933e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 156788 members 
Entering Unmasked Estep 
Score: -23639502.000000 Penalty: 5967.806641
	Iteration 150Q: 3 clusters Score -2.36395e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 157041 members 
Entering Unmasked Estep 
Score: -23639718.000000 Penalty: 5967.806641
	Iteration 151Q: 3 clusters Score -2.363972e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 157240 members 
Entering Unmasked Estep 
Score: -23639750.000000 Penalty: 5967.806641
	Iteration 152Q: 3 clusters Score -2.363975e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 157409 members 
Entering Unmasked Estep 
Score: -23639844.000000 Penalty: 5967.806641
	Iteration 153Q: 3 clusters Score -2.363984e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 157547 members 
Entering Unmasked Estep 
Score: -23639846.000000 Penalty: 5967.806641
	Iteration 154Q: 3 clusters Score -2.363985e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 157640 members 
Entering Unmasked Estep 
Score: -23639880.000000 Penalty: 5967.806641
	Iteration 155Q: 3 clusters Score -2.363988e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 157714 members 
Entering Unmasked Estep 
Score: -23639910.000000 Penalty: 5967.806641
	Iteration 156Q: 3 clusters Score -2.363991e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 157786 members 
Entering Unmasked Estep 
Score: -23639900.000000 Penalty: 5967.806641
	Iteration 157Q: 3 clusters Score -2.36399e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 157844 members 
Entering Unmasked Estep 
Score: -23639918.000000 Penalty: 5967.806641
	Iteration 158Q: 3 clusters Score -2.363992e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 157894 members 
Entering Unmasked Estep 
Score: -23639938.000000 Penalty: 5967.806641
	Iteration 159Q: 3 clusters Score -2.363994e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 157930 members 
Entering Unmasked Estep 
Score: -23639964.000000 Penalty: 5967.806641
	Iteration 160F: 3 clusters Score -2.363996e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 157957 members 
Entering Unmasked Estep 
Score: -23639970.000000 Penalty: 5967.806641
	Iteration 161Q: 3 clusters Score -2.363997e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 157978 members 
Entering Unmasked Estep 
Score: -23640002.000000 Penalty: 5967.806641
	Iteration 162Q: 3 clusters Score -2.364e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 157999 members 
Entering Unmasked Estep 
Score: -23640008.000000 Penalty: 5967.806641
	Iteration 163Q: 3 clusters Score -2.364001e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 158017 members 
Entering Unmasked Estep 
Score: -23639996.000000 Penalty: 5967.806641
	Iteration 164Q: 3 clusters Score -2.364e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 158033 members 
Entering Unmasked Estep 
Score: -23640008.000000 Penalty: 5967.806641
	Iteration 165Q: 3 clusters Score -2.364001e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 158046 members 
Entering Unmasked Estep 
Score: -23640020.000000 Penalty: 5967.806641
	Iteration 166Q: 3 clusters Score -2.364002e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 158054 members 
Entering Unmasked Estep 
Score: -23640018.000000 Penalty: 5967.806641
	Iteration 167Q: 3 clusters Score -2.364002e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 158062 members 
Entering Unmasked Estep 
Score: -23640038.000000 Penalty: 5967.806641
	Iteration 168Q: 3 clusters Score -2.364004e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 158071 members 
Entering Unmasked Estep 
Score: -23640016.000000 Penalty: 5967.806641
	Iteration 169Q: 3 clusters Score -2.364002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 158075 members 
Entering Unmasked Estep 
Score: -23640020.000000 Penalty: 5967.806641
	Iteration 170Q: 3 clusters Score -2.364002e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 158081 members 
Entering Unmasked Estep 
Score: -23640050.000000 Penalty: 5967.806641
	Iteration 171Q: 3 clusters Score -2.364005e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 158087 members 
Entering Unmasked Estep 
Score: -23640048.000000 Penalty: 5967.806641
	Iteration 172Q: 3 clusters Score -2.364005e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 158087 members 
Entering Unmasked Estep 
Score: -23640048.000000 Penalty: 5967.806641
	Iteration 173F: 3 clusters Score -2.364005e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 86514 members 
Mstep: Class 2 contains 47355 members 
Mstep: Class 3 contains 12589 members 
Mstep: Class 4 contains 127756 members 
Mstep: Class 5 contains 29908 members 
Mstep: Class 6 contains 168688 members 
Mstep: Class 7 contains 27322 members 
Mstep: Class 8 contains 1874 members 
Mstep: Class 9 contains 71005 members 
Mstep: Class 10 contains 8704 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 3987 members 
Mstep: Class 13 contains 178558 members 
Mstep: Class 14 contains 454 members 
Mstep: Class 15 contains 2199 members 
Mstep: Class 16 contains 1112 members 
Mstep: Class 17 contains 21690 members 
Mstep: Class 18 contains 9938 members 
Mstep: Class 19 contains 650 members 
Mstep: Class 20 contains 1714 members 
Mstep: Class 21 contains 158087 members 
Entering Unmasked Estep 
Score: -132620832.000000 Penalty: 71744.437500
Splitting cluster 18 changes total score from -132592728.000000 to -132620832.000000
So it's getting split into cluster 21.
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 86514 members 
Mstep: Class 2 contains 47355 members 
Mstep: Class 3 contains 12589 members 
Mstep: Class 4 contains 127756 members 
Mstep: Class 5 contains 29908 members 
Mstep: Class 7 contains 27322 members 
Mstep: Class 8 contains 1874 members 
Mstep: Class 9 contains 71005 members 
Mstep: Class 10 contains 8704 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 3987 members 
Mstep: Class 13 contains 178558 members 
Mstep: Class 14 contains 454 members 
Mstep: Class 17 contains 21690 members 
Mstep: Class 18 contains 9938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132626784.000000 Penalty: 71744.437500
Iteration 39Q: 22 clusters Score -1.326268e+08 nChanged 15495
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 87349 members 
Mstep: Class 2 contains 47200 members 
Mstep: Class 3 contains 13801 members 
Mstep: Class 4 contains 127560 members 
Mstep: Class 5 contains 30611 members 
Mstep: Class 6 contains 165976 members 
Mstep: Class 7 contains 27882 members 
Mstep: Class 8 contains 1875 members 
Mstep: Class 9 contains 71168 members 
Mstep: Class 10 contains 8811 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 3989 members 
Mstep: Class 13 contains 180021 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 2216 members 
Mstep: Class 16 contains 1111 members 
Mstep: Class 17 contains 22495 members 
Mstep: Class 18 contains 10760 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 1730 members 
Mstep: Class 21 contains 154176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132632416.000000 Penalty: 71744.437500
Iteration 40F: 22 clusters Score -1.326324e+08 nChanged 21792
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 85716 members 
Mstep: Class 2 contains 45579 members 
Mstep: Class 3 contains 14425 members 
Mstep: Class 4 contains 126361 members 
Mstep: Class 5 contains 30519 members 
Mstep: Class 6 contains 170885 members 
Mstep: Class 7 contains 28146 members 
Mstep: Class 8 contains 1815 members 
Mstep: Class 9 contains 70788 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 1415 members 
Mstep: Class 12 contains 3986 members 
Mstep: Class 13 contains 177805 members 
Mstep: Class 14 contains 489 members 
Mstep: Class 15 contains 2272 members 
Mstep: Class 16 contains 1123 members 
Mstep: Class 17 contains 22929 members 
Mstep: Class 18 contains 11310 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2026 members 
Mstep: Class 21 contains 154159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132634920.000000 Penalty: 71744.437500
Iteration 41Q: 22 clusters Score -1.326349e+08 nChanged 16524
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 84980 members 
Mstep: Class 2 contains 44465 members 
Mstep: Class 3 contains 15322 members 
Mstep: Class 4 contains 125664 members 
Mstep: Class 5 contains 30522 members 
Mstep: Class 6 contains 174616 members 
Mstep: Class 7 contains 28319 members 
Mstep: Class 8 contains 1773 members 
Mstep: Class 9 contains 70523 members 
Mstep: Class 10 contains 8579 members 
Mstep: Class 11 contains 1612 members 
Mstep: Class 12 contains 3987 members 
Mstep: Class 13 contains 175171 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 23405 members 
Mstep: Class 18 contains 11860 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2121 members 
Mstep: Class 21 contains 153553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132635576.000000 Penalty: 71744.437500
Iteration 42Q: 22 clusters Score -1.326356e+08 nChanged 15195
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 84733 members 
Mstep: Class 2 contains 43708 members 
Mstep: Class 3 contains 16382 members 
Mstep: Class 4 contains 125264 members 
Mstep: Class 5 contains 30665 members 
Mstep: Class 6 contains 177333 members 
Mstep: Class 7 contains 28431 members 
Mstep: Class 8 contains 1772 members 
Mstep: Class 9 contains 70321 members 
Mstep: Class 10 contains 8529 members 
Mstep: Class 11 contains 1777 members 
Mstep: Class 12 contains 3988 members 
Mstep: Class 13 contains 172557 members 
Mstep: Class 14 contains 519 members 
Mstep: Class 15 contains 2284 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 23872 members 
Mstep: Class 18 contains 12415 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2126 members 
Mstep: Class 21 contains 152588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132636040.000000 Penalty: 71744.437500
Iteration 43Q: 22 clusters Score -1.32636e+08 nChanged 14648
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 84718 members 
Mstep: Class 2 contains 43160 members 
Mstep: Class 3 contains 17462 members 
Mstep: Class 4 contains 124989 members 
Mstep: Class 5 contains 30922 members 
Mstep: Class 6 contains 179216 members 
Mstep: Class 7 contains 28572 members 
Mstep: Class 8 contains 1772 members 
Mstep: Class 9 contains 70180 members 
Mstep: Class 10 contains 8501 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 12 contains 3991 members 
Mstep: Class 13 contains 170376 members 
Mstep: Class 14 contains 532 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 24325 members 
Mstep: Class 18 contains 12977 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2132 members 
Mstep: Class 21 contains 151260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132635328.000000 Penalty: 71744.437500
Iteration 44Q: 22 clusters Score -1.326353e+08 nChanged 14171
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 85040 members 
Mstep: Class 2 contains 42713 members 
Mstep: Class 3 contains 18578 members 
Mstep: Class 4 contains 124905 members 
Mstep: Class 5 contains 31292 members 
Mstep: Class 6 contains 180099 members 
Mstep: Class 7 contains 28696 members 
Mstep: Class 8 contains 1772 members 
Mstep: Class 9 contains 70064 members 
Mstep: Class 10 contains 8460 members 
Mstep: Class 11 contains 2031 members 
Mstep: Class 12 contains 3989 members 
Mstep: Class 13 contains 168721 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 2253 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 24736 members 
Mstep: Class 18 contains 13500 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 149744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132636968.000000 Penalty: 71744.437500
Iteration 45Q: 22 clusters Score -1.32637e+08 nChanged 13803
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 85528 members 
Mstep: Class 2 contains 42310 members 
Mstep: Class 3 contains 19791 members 
Mstep: Class 4 contains 124873 members 
Mstep: Class 5 contains 31713 members 
Mstep: Class 6 contains 180270 members 
Mstep: Class 7 contains 28900 members 
Mstep: Class 8 contains 1772 members 
Mstep: Class 9 contains 69926 members 
Mstep: Class 10 contains 8458 members 
Mstep: Class 11 contains 2127 members 
Mstep: Class 12 contains 3989 members 
Mstep: Class 13 contains 167694 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 2244 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 25096 members 
Mstep: Class 18 contains 13989 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2133 members 
Mstep: Class 21 contains 147907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132637848.000000 Penalty: 71744.437500
Iteration 46Q: 22 clusters Score -1.326378e+08 nChanged 13234
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 86338 members 
Mstep: Class 2 contains 41972 members 
Mstep: Class 3 contains 20961 members 
Mstep: Class 4 contains 124769 members 
Mstep: Class 5 contains 32202 members 
Mstep: Class 6 contains 179714 members 
Mstep: Class 7 contains 29083 members 
Mstep: Class 8 contains 1772 members 
Mstep: Class 9 contains 69774 members 
Mstep: Class 10 contains 8503 members 
Mstep: Class 11 contains 2211 members 
Mstep: Class 12 contains 3992 members 
Mstep: Class 13 contains 167331 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 2230 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 25404 members 
Mstep: Class 18 contains 14453 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2125 members 
Mstep: Class 21 contains 145886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132639432.000000 Penalty: 71744.437500
Iteration 47Q: 22 clusters Score -1.326394e+08 nChanged 12503
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 87231 members 
Mstep: Class 2 contains 41644 members 
Mstep: Class 3 contains 22125 members 
Mstep: Class 4 contains 124569 members 
Mstep: Class 5 contains 32798 members 
Mstep: Class 6 contains 178918 members 
Mstep: Class 7 contains 29250 members 
Mstep: Class 8 contains 1772 members 
Mstep: Class 9 contains 69608 members 
Mstep: Class 10 contains 8536 members 
Mstep: Class 11 contains 2277 members 
Mstep: Class 12 contains 3992 members 
Mstep: Class 13 contains 167319 members 
Mstep: Class 14 contains 545 members 
Mstep: Class 15 contains 2217 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 25699 members 
Mstep: Class 18 contains 14880 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2129 members 
Mstep: Class 21 contains 143755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132641296.000000 Penalty: 71744.437500
Iteration 48Q: 22 clusters Score -1.326413e+08 nChanged 11516
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 88186 members 
Mstep: Class 2 contains 41356 members 
Mstep: Class 3 contains 23185 members 
Mstep: Class 4 contains 124324 members 
Mstep: Class 5 contains 33400 members 
Mstep: Class 6 contains 177930 members 
Mstep: Class 7 contains 29384 members 
Mstep: Class 8 contains 1772 members 
Mstep: Class 9 contains 69473 members 
Mstep: Class 10 contains 8554 members 
Mstep: Class 11 contains 2341 members 
Mstep: Class 12 contains 3990 members 
Mstep: Class 13 contains 167654 members 
Mstep: Class 14 contains 545 members 
Mstep: Class 15 contains 2201 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 25947 members 
Mstep: Class 18 contains 15304 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 141583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132642600.000000 Penalty: 71744.437500
Iteration 49Q: 22 clusters Score -1.326426e+08 nChanged 10771
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 89175 members 
Mstep: Class 2 contains 41085 members 
Mstep: Class 3 contains 24148 members 
Mstep: Class 4 contains 124061 members 
Mstep: Class 5 contains 34102 members 
Mstep: Class 6 contains 176945 members 
Mstep: Class 7 contains 29519 members 
Mstep: Class 8 contains 1772 members 
Mstep: Class 9 contains 69377 members 
Mstep: Class 10 contains 8534 members 
Mstep: Class 11 contains 2412 members 
Mstep: Class 12 contains 3991 members 
Mstep: Class 13 contains 168133 members 
Mstep: Class 14 contains 546 members 
Mstep: Class 15 contains 2185 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 26141 members 
Mstep: Class 18 contains 15715 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2138 members 
Mstep: Class 21 contains 139285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132644232.000000 Penalty: 71744.437500
Iteration 50Q: 22 clusters Score -1.326442e+08 nChanged 10216
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 90167 members 
Mstep: Class 2 contains 40789 members 
Mstep: Class 3 contains 25068 members 
Mstep: Class 4 contains 123768 members 
Mstep: Class 5 contains 34801 members 
Mstep: Class 6 contains 176138 members 
Mstep: Class 7 contains 29662 members 
Mstep: Class 8 contains 1772 members 
Mstep: Class 9 contains 69299 members 
Mstep: Class 10 contains 8506 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 3990 members 
Mstep: Class 13 contains 168640 members 
Mstep: Class 14 contains 546 members 
Mstep: Class 15 contains 2163 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 26301 members 
Mstep: Class 18 contains 16098 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 136939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132645216.000000 Penalty: 71744.437500
Iteration 51Q: 22 clusters Score -1.326452e+08 nChanged 9592
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 91108 members 
Mstep: Class 2 contains 40499 members 
Mstep: Class 3 contains 25932 members 
Mstep: Class 4 contains 123472 members 
Mstep: Class 5 contains 35532 members 
Mstep: Class 6 contains 175122 members 
Mstep: Class 7 contains 29760 members 
Mstep: Class 8 contains 1772 members 
Mstep: Class 9 contains 69232 members 
Mstep: Class 10 contains 8484 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 12 contains 3989 members 
Mstep: Class 13 contains 169455 members 
Mstep: Class 14 contains 546 members 
Mstep: Class 15 contains 2147 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 26435 members 
Mstep: Class 18 contains 16467 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 134623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132646520.000000 Penalty: 71744.437500
Iteration 52Q: 22 clusters Score -1.326465e+08 nChanged 8839
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 91996 members 
Mstep: Class 2 contains 40281 members 
Mstep: Class 3 contains 26685 members 
Mstep: Class 4 contains 123134 members 
Mstep: Class 5 contains 36268 members 
Mstep: Class 6 contains 174179 members 
Mstep: Class 7 contains 29844 members 
Mstep: Class 8 contains 1772 members 
Mstep: Class 9 contains 69195 members 
Mstep: Class 10 contains 8469 members 
Mstep: Class 11 contains 2616 members 
Mstep: Class 12 contains 3991 members 
Mstep: Class 13 contains 170265 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 2130 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 26540 members 
Mstep: Class 18 contains 16843 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2131 members 
Mstep: Class 21 contains 132378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132647728.000000 Penalty: 71744.437500
Iteration 53Q: 22 clusters Score -1.326477e+08 nChanged 8131
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 92788 members 
Mstep: Class 2 contains 40094 members 
Mstep: Class 3 contains 27322 members 
Mstep: Class 4 contains 122729 members 
Mstep: Class 5 contains 37002 members 
Mstep: Class 6 contains 173317 members 
Mstep: Class 7 contains 29904 members 
Mstep: Class 8 contains 1772 members 
Mstep: Class 9 contains 69167 members 
Mstep: Class 10 contains 8440 members 
Mstep: Class 11 contains 2660 members 
Mstep: Class 12 contains 3991 members 
Mstep: Class 13 contains 171194 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 2116 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 26641 members 
Mstep: Class 18 contains 17186 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2134 members 
Mstep: Class 21 contains 130259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132648912.000000 Penalty: 71744.437500
Iteration 54Q: 22 clusters Score -1.326489e+08 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 93479 members 
Mstep: Class 2 contains 39951 members 
Mstep: Class 3 contains 27886 members 
Mstep: Class 4 contains 122330 members 
Mstep: Class 5 contains 37691 members 
Mstep: Class 6 contains 172467 members 
Mstep: Class 7 contains 29961 members 
Mstep: Class 8 contains 1772 members 
Mstep: Class 9 contains 69170 members 
Mstep: Class 10 contains 8403 members 
Mstep: Class 11 contains 2699 members 
Mstep: Class 12 contains 3991 members 
Mstep: Class 13 contains 172123 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 2104 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 26753 members 
Mstep: Class 18 contains 17510 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 128291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132650184.000000 Penalty: 71744.437500
Iteration 55Q: 22 clusters Score -1.326502e+08 nChanged 7372
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 94087 members 
Mstep: Class 2 contains 39836 members 
Mstep: Class 3 contains 28398 members 
Mstep: Class 4 contains 121933 members 
Mstep: Class 5 contains 38309 members 
Mstep: Class 6 contains 171772 members 
Mstep: Class 7 contains 30013 members 
Mstep: Class 8 contains 1772 members 
Mstep: Class 9 contains 69171 members 
Mstep: Class 10 contains 8382 members 
Mstep: Class 11 contains 2730 members 
Mstep: Class 12 contains 3991 members 
Mstep: Class 13 contains 173014 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 2086 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 26815 members 
Mstep: Class 18 contains 17815 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2140 members 
Mstep: Class 21 contains 126452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132651416.000000 Penalty: 71744.437500
Iteration 56Q: 22 clusters Score -1.326514e+08 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 94729 members 
Mstep: Class 2 contains 39744 members 
Mstep: Class 3 contains 28835 members 
Mstep: Class 4 contains 121494 members 
Mstep: Class 5 contains 38869 members 
Mstep: Class 6 contains 171281 members 
Mstep: Class 7 contains 30025 members 
Mstep: Class 8 contains 1772 members 
Mstep: Class 9 contains 69192 members 
Mstep: Class 10 contains 8348 members 
Mstep: Class 11 contains 2752 members 
Mstep: Class 12 contains 3988 members 
Mstep: Class 13 contains 173718 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 26900 members 
Mstep: Class 18 contains 18125 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2141 members 
Mstep: Class 21 contains 124737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132652120.000000 Penalty: 71744.437500
Iteration 57Q: 22 clusters Score -1.326521e+08 nChanged 6927
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 95330 members 
Mstep: Class 2 contains 39680 members 
Mstep: Class 3 contains 29224 members 
Mstep: Class 4 contains 121097 members 
Mstep: Class 5 contains 39377 members 
Mstep: Class 6 contains 170932 members 
Mstep: Class 7 contains 30034 members 
Mstep: Class 8 contains 1772 members 
Mstep: Class 9 contains 69209 members 
Mstep: Class 10 contains 8324 members 
Mstep: Class 11 contains 2773 members 
Mstep: Class 12 contains 3987 members 
Mstep: Class 13 contains 174280 members 
Mstep: Class 14 contains 545 members 
Mstep: Class 15 contains 2057 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 26979 members 
Mstep: Class 18 contains 18385 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2144 members 
Mstep: Class 21 contains 123135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132653040.000000 Penalty: 71744.437500
Iteration 58Q: 22 clusters Score -1.32653e+08 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 95909 members 
Mstep: Class 2 contains 39635 members 
Mstep: Class 3 contains 29560 members 
Mstep: Class 4 contains 120679 members 
Mstep: Class 5 contains 39845 members 
Mstep: Class 6 contains 170781 members 
Mstep: Class 7 contains 30040 members 
Mstep: Class 8 contains 1772 members 
Mstep: Class 9 contains 69229 members 
Mstep: Class 10 contains 8315 members 
Mstep: Class 11 contains 2797 members 
Mstep: Class 12 contains 3989 members 
Mstep: Class 13 contains 174595 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 27032 members 
Mstep: Class 18 contains 18631 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2143 members 
Mstep: Class 21 contains 121715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132653320.000000 Penalty: 71744.437500
Iteration 59Q: 22 clusters Score -1.326533e+08 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 96370 members 
Mstep: Class 2 contains 39622 members 
Mstep: Class 3 contains 29909 members 
Mstep: Class 4 contains 120312 members 
Mstep: Class 5 contains 40297 members 
Mstep: Class 6 contains 170811 members 
Mstep: Class 7 contains 30041 members 
Mstep: Class 8 contains 1772 members 
Mstep: Class 9 contains 69244 members 
Mstep: Class 10 contains 8302 members 
Mstep: Class 11 contains 2824 members 
Mstep: Class 12 contains 3988 members 
Mstep: Class 13 contains 174690 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 2057 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 27092 members 
Mstep: Class 18 contains 18854 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2140 members 
Mstep: Class 21 contains 120395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132655112.000000 Penalty: 71744.437500
Iteration 60F: 22 clusters Score -1.326551e+08 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 96816 members 
Mstep: Class 2 contains 39615 members 
Mstep: Class 3 contains 30216 members 
Mstep: Class 4 contains 120022 members 
Mstep: Class 5 contains 40762 members 
Mstep: Class 6 contains 170989 members 
Mstep: Class 7 contains 30048 members 
Mstep: Class 8 contains 1639 members 
Mstep: Class 9 contains 69270 members 
Mstep: Class 10 contains 8300 members 
Mstep: Class 11 contains 2853 members 
Mstep: Class 12 contains 3985 members 
Mstep: Class 13 contains 174494 members 
Mstep: Class 14 contains 554 members 
Mstep: Class 15 contains 2062 members 
Mstep: Class 16 contains 1131 members 
Mstep: Class 17 contains 27138 members 
Mstep: Class 18 contains 19062 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 119169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132658080.000000 Penalty: 71744.437500
Iteration 61Q: 22 clusters Score -1.326581e+08 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 97288 members 
Mstep: Class 2 contains 39610 members 
Mstep: Class 3 contains 30478 members 
Mstep: Class 4 contains 119727 members 
Mstep: Class 5 contains 41206 members 
Mstep: Class 6 contains 171382 members 
Mstep: Class 7 contains 30048 members 
Mstep: Class 8 contains 1544 members 
Mstep: Class 9 contains 69299 members 
Mstep: Class 10 contains 8289 members 
Mstep: Class 11 contains 2873 members 
Mstep: Class 12 contains 3987 members 
Mstep: Class 13 contains 174106 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 2059 members 
Mstep: Class 16 contains 1130 members 
Mstep: Class 17 contains 27197 members 
Mstep: Class 18 contains 19264 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2310 members 
Mstep: Class 21 contains 118028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132659320.000000 Penalty: 71744.437500
Iteration 62Q: 22 clusters Score -1.326593e+08 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 97693 members 
Mstep: Class 2 contains 39581 members 
Mstep: Class 3 contains 30759 members 
Mstep: Class 4 contains 119503 members 
Mstep: Class 5 contains 41636 members 
Mstep: Class 6 contains 171863 members 
Mstep: Class 7 contains 30070 members 
Mstep: Class 8 contains 1529 members 
Mstep: Class 9 contains 69313 members 
Mstep: Class 10 contains 8287 members 
Mstep: Class 11 contains 2899 members 
Mstep: Class 12 contains 3985 members 
Mstep: Class 13 contains 173543 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 2045 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 27293 members 
Mstep: Class 18 contains 19430 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 116975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132659648.000000 Penalty: 71744.437500
Iteration 63Q: 22 clusters Score -1.326596e+08 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 98148 members 
Mstep: Class 2 contains 39538 members 
Mstep: Class 3 contains 31030 members 
Mstep: Class 4 contains 119254 members 
Mstep: Class 5 contains 42036 members 
Mstep: Class 6 contains 172414 members 
Mstep: Class 7 contains 30096 members 
Mstep: Class 8 contains 1526 members 
Mstep: Class 9 contains 69328 members 
Mstep: Class 10 contains 8286 members 
Mstep: Class 11 contains 2927 members 
Mstep: Class 12 contains 3986 members 
Mstep: Class 13 contains 172873 members 
Mstep: Class 14 contains 587 members 
Mstep: Class 15 contains 2016 members 
Mstep: Class 16 contains 1124 members 
Mstep: Class 17 contains 27375 members 
Mstep: Class 18 contains 19584 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2265 members 
Mstep: Class 21 contains 116002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132660008.000000 Penalty: 71744.437500
Iteration 64Q: 22 clusters Score -1.3266e+08 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 98617 members 
Mstep: Class 2 contains 39493 members 
Mstep: Class 3 contains 31299 members 
Mstep: Class 4 contains 119035 members 
Mstep: Class 5 contains 42409 members 
Mstep: Class 6 contains 172904 members 
Mstep: Class 7 contains 30141 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 69326 members 
Mstep: Class 10 contains 8292 members 
Mstep: Class 11 contains 2962 members 
Mstep: Class 12 contains 3986 members 
Mstep: Class 13 contains 172207 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 15 contains 1987 members 
Mstep: Class 16 contains 1121 members 
Mstep: Class 17 contains 27454 members 
Mstep: Class 18 contains 19728 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2255 members 
Mstep: Class 21 contains 115058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132660560.000000 Penalty: 71744.437500
Iteration 65Q: 22 clusters Score -1.326606e+08 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 99020 members 
Mstep: Class 2 contains 39485 members 
Mstep: Class 3 contains 31544 members 
Mstep: Class 4 contains 118877 members 
Mstep: Class 5 contains 42756 members 
Mstep: Class 6 contains 173266 members 
Mstep: Class 7 contains 30179 members 
Mstep: Class 8 contains 1532 members 
Mstep: Class 9 contains 69311 members 
Mstep: Class 10 contains 8287 members 
Mstep: Class 11 contains 2985 members 
Mstep: Class 12 contains 3987 members 
Mstep: Class 13 contains 171622 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 15 contains 1966 members 
Mstep: Class 16 contains 1117 members 
Mstep: Class 17 contains 27537 members 
Mstep: Class 18 contains 19879 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2252 members 
Mstep: Class 21 contains 114200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132661152.000000 Penalty: 71744.437500
Iteration 66Q: 22 clusters Score -1.326612e+08 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 99459 members 
Mstep: Class 2 contains 39481 members 
Mstep: Class 3 contains 31809 members 
Mstep: Class 4 contains 118724 members 
Mstep: Class 5 contains 43048 members 
Mstep: Class 6 contains 173531 members 
Mstep: Class 7 contains 30208 members 
Mstep: Class 8 contains 1535 members 
Mstep: Class 9 contains 69308 members 
Mstep: Class 10 contains 8285 members 
Mstep: Class 11 contains 2998 members 
Mstep: Class 12 contains 3987 members 
Mstep: Class 13 contains 171143 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 15 contains 1939 members 
Mstep: Class 16 contains 1113 members 
Mstep: Class 17 contains 27613 members 
Mstep: Class 18 contains 20012 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2249 members 
Mstep: Class 21 contains 113360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132661024.000000 Penalty: 71744.437500
Iteration 67Q: 22 clusters Score -1.32661e+08 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 99899 members 
Mstep: Class 2 contains 39453 members 
Mstep: Class 3 contains 32022 members 
Mstep: Class 4 contains 118580 members 
Mstep: Class 5 contains 43334 members 
Mstep: Class 6 contains 173670 members 
Mstep: Class 7 contains 30244 members 
Mstep: Class 8 contains 1542 members 
Mstep: Class 9 contains 69295 members 
Mstep: Class 10 contains 8288 members 
Mstep: Class 11 contains 3014 members 
Mstep: Class 12 contains 3986 members 
Mstep: Class 13 contains 170831 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 15 contains 1927 members 
Mstep: Class 16 contains 1106 members 
Mstep: Class 17 contains 27666 members 
Mstep: Class 18 contains 20116 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2244 members 
Mstep: Class 21 contains 112585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132661392.000000 Penalty: 71744.437500
Iteration 68Q: 22 clusters Score -1.326614e+08 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 100295 members 
Mstep: Class 2 contains 39414 members 
Mstep: Class 3 contains 32211 members 
Mstep: Class 4 contains 118441 members 
Mstep: Class 5 contains 43581 members 
Mstep: Class 6 contains 173666 members 
Mstep: Class 7 contains 30281 members 
Mstep: Class 8 contains 1550 members 
Mstep: Class 9 contains 69282 members 
Mstep: Class 10 contains 8290 members 
Mstep: Class 11 contains 3027 members 
Mstep: Class 12 contains 3985 members 
Mstep: Class 13 contains 170679 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 1097 members 
Mstep: Class 17 contains 27717 members 
Mstep: Class 18 contains 20241 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2242 members 
Mstep: Class 21 contains 111884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132662288.000000 Penalty: 71744.437500
Iteration 69Q: 22 clusters Score -1.326623e+08 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 100667 members 
Mstep: Class 2 contains 39375 members 
Mstep: Class 3 contains 32377 members 
Mstep: Class 4 contains 118332 members 
Mstep: Class 5 contains 43795 members 
Mstep: Class 6 contains 173608 members 
Mstep: Class 7 contains 30332 members 
Mstep: Class 8 contains 1558 members 
Mstep: Class 9 contains 69280 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 3038 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 170589 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 1905 members 
Mstep: Class 16 contains 1089 members 
Mstep: Class 17 contains 27776 members 
Mstep: Class 18 contains 20351 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2239 members 
Mstep: Class 21 contains 111230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132662792.000000 Penalty: 71744.437500
Iteration 70Q: 22 clusters Score -1.326628e+08 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 101045 members 
Mstep: Class 2 contains 39359 members 
Mstep: Class 3 contains 32521 members 
Mstep: Class 4 contains 118221 members 
Mstep: Class 5 contains 43976 members 
Mstep: Class 6 contains 173435 members 
Mstep: Class 7 contains 30367 members 
Mstep: Class 8 contains 1567 members 
Mstep: Class 9 contains 69306 members 
Mstep: Class 10 contains 8271 members 
Mstep: Class 11 contains 3047 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 170564 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 1080 members 
Mstep: Class 17 contains 27822 members 
Mstep: Class 18 contains 20436 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2239 members 
Mstep: Class 21 contains 110652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132662872.000000 Penalty: 71744.437500
Iteration 71Q: 22 clusters Score -1.326629e+08 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 101402 members 
Mstep: Class 2 contains 39327 members 
Mstep: Class 3 contains 32652 members 
Mstep: Class 4 contains 118113 members 
Mstep: Class 5 contains 44135 members 
Mstep: Class 6 contains 173339 members 
Mstep: Class 7 contains 30405 members 
Mstep: Class 8 contains 1571 members 
Mstep: Class 9 contains 69298 members 
Mstep: Class 10 contains 8260 members 
Mstep: Class 11 contains 3053 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 170543 members 
Mstep: Class 14 contains 596 members 
Mstep: Class 15 contains 1918 members 
Mstep: Class 16 contains 1076 members 
Mstep: Class 17 contains 27856 members 
Mstep: Class 18 contains 20513 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2235 members 
Mstep: Class 21 contains 110119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132663480.000000 Penalty: 71744.437500
Iteration 72Q: 22 clusters Score -1.326635e+08 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 101659 members 
Mstep: Class 2 contains 39286 members 
Mstep: Class 3 contains 32768 members 
Mstep: Class 4 contains 118013 members 
Mstep: Class 5 contains 44271 members 
Mstep: Class 6 contains 173201 members 
Mstep: Class 7 contains 30458 members 
Mstep: Class 8 contains 1574 members 
Mstep: Class 9 contains 69282 members 
Mstep: Class 10 contains 8264 members 
Mstep: Class 11 contains 3061 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 170600 members 
Mstep: Class 14 contains 598 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1073 members 
Mstep: Class 17 contains 27904 members 
Mstep: Class 18 contains 20567 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2229 members 
Mstep: Class 21 contains 109679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132664032.000000 Penalty: 71744.437500
Iteration 73Q: 22 clusters Score -1.32664e+08 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 101897 members 
Mstep: Class 2 contains 39260 members 
Mstep: Class 3 contains 32895 members 
Mstep: Class 4 contains 117913 members 
Mstep: Class 5 contains 44396 members 
Mstep: Class 6 contains 172994 members 
Mstep: Class 7 contains 30493 members 
Mstep: Class 8 contains 1580 members 
Mstep: Class 9 contains 69284 members 
Mstep: Class 10 contains 8261 members 
Mstep: Class 11 contains 3070 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 170666 members 
Mstep: Class 14 contains 598 members 
Mstep: Class 15 contains 1937 members 
Mstep: Class 16 contains 1067 members 
Mstep: Class 17 contains 27922 members 
Mstep: Class 18 contains 20623 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2226 members 
Mstep: Class 21 contains 109329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132664456.000000 Penalty: 71744.437500
Iteration 74Q: 22 clusters Score -1.326645e+08 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 102105 members 
Mstep: Class 2 contains 39225 members 
Mstep: Class 3 contains 32998 members 
Mstep: Class 4 contains 117804 members 
Mstep: Class 5 contains 44514 members 
Mstep: Class 6 contains 172910 members 
Mstep: Class 7 contains 30537 members 
Mstep: Class 8 contains 1583 members 
Mstep: Class 9 contains 69284 members 
Mstep: Class 10 contains 8253 members 
Mstep: Class 11 contains 3082 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 170664 members 
Mstep: Class 14 contains 598 members 
Mstep: Class 15 contains 1956 members 
Mstep: Class 16 contains 1064 members 
Mstep: Class 17 contains 27925 members 
Mstep: Class 18 contains 20675 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2225 members 
Mstep: Class 21 contains 109010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132664280.000000 Penalty: 71744.437500
Iteration 75Q: 22 clusters Score -1.326643e+08 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 102361 members 
Mstep: Class 2 contains 39193 members 
Mstep: Class 3 contains 33084 members 
Mstep: Class 4 contains 117669 members 
Mstep: Class 5 contains 44645 members 
Mstep: Class 6 contains 172822 members 
Mstep: Class 7 contains 30579 members 
Mstep: Class 8 contains 1584 members 
Mstep: Class 9 contains 69276 members 
Mstep: Class 10 contains 8258 members 
Mstep: Class 11 contains 3086 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 170645 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1965 members 
Mstep: Class 16 contains 1063 members 
Mstep: Class 17 contains 27926 members 
Mstep: Class 18 contains 20715 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2223 members 
Mstep: Class 21 contains 108718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132663968.000000 Penalty: 71744.437500
Iteration 76Q: 22 clusters Score -1.32664e+08 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 102592 members 
Mstep: Class 2 contains 39155 members 
Mstep: Class 3 contains 33172 members 
Mstep: Class 4 contains 117563 members 
Mstep: Class 5 contains 44767 members 
Mstep: Class 6 contains 172766 members 
Mstep: Class 7 contains 30610 members 
Mstep: Class 8 contains 1584 members 
Mstep: Class 9 contains 69264 members 
Mstep: Class 10 contains 8266 members 
Mstep: Class 11 contains 3092 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 170610 members 
Mstep: Class 14 contains 603 members 
Mstep: Class 15 contains 1964 members 
Mstep: Class 16 contains 1061 members 
Mstep: Class 17 contains 27940 members 
Mstep: Class 18 contains 20736 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2225 members 
Mstep: Class 21 contains 108440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132664064.000000 Penalty: 71744.437500
Iteration 77Q: 22 clusters Score -1.326641e+08 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 102813 members 
Mstep: Class 2 contains 39126 members 
Mstep: Class 3 contains 33258 members 
Mstep: Class 4 contains 117464 members 
Mstep: Class 5 contains 44870 members 
Mstep: Class 6 contains 172680 members 
Mstep: Class 7 contains 30628 members 
Mstep: Class 8 contains 1584 members 
Mstep: Class 9 contains 69258 members 
Mstep: Class 10 contains 8272 members 
Mstep: Class 11 contains 3099 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 170605 members 
Mstep: Class 14 contains 604 members 
Mstep: Class 15 contains 1967 members 
Mstep: Class 16 contains 1061 members 
Mstep: Class 17 contains 27949 members 
Mstep: Class 18 contains 20766 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2221 members 
Mstep: Class 21 contains 108185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132664352.000000 Penalty: 71744.437500
Iteration 78Q: 22 clusters Score -1.326644e+08 nChanged 3055
Entering ConstructFrom: 
Score: -132664352.000000 Penalty: 71744.437500
Entering ConstructFrom: 
Trying to split cluster 1 (102966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102966 members 
Entering Unmasked Estep 
Score: -14590830.000000 Penalty: 2862.454346
	Iteration 0F: 2 clusters Score -1.459083e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51471 members 
Mstep: Class 2 contains 51495 members 
Entering Unmasked Estep 
Score: -14523057.000000 Penalty: 5724.908691
	Iteration 0F: 3 clusters Score -1.452306e+07 nChanged 48834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51115 members 
Mstep: Class 2 contains 51851 members 
Entering Unmasked Estep 
Score: -14551094.000000 Penalty: 5724.908691
	Iteration 1F: 3 clusters Score -1.455109e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50824 members 
Mstep: Class 2 contains 52142 members 
Entering Unmasked Estep 
Score: -14551900.000000 Penalty: 5724.908691
	Iteration 2Q: 3 clusters Score -1.45519e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50448 members 
Mstep: Class 2 contains 52518 members 
Entering Unmasked Estep 
Score: -14552764.000000 Penalty: 5724.908691
	Iteration 3Q: 3 clusters Score -1.455276e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49815 members 
Mstep: Class 2 contains 53151 members 
Entering Unmasked Estep 
Score: -14553809.000000 Penalty: 5724.908691
	Iteration 4Q: 3 clusters Score -1.455381e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48851 members 
Mstep: Class 2 contains 54115 members 
Entering Unmasked Estep 
Score: -14554990.000000 Penalty: 5724.908691
	Iteration 5Q: 3 clusters Score -1.455499e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47442 members 
Mstep: Class 2 contains 55524 members 
Entering Unmasked Estep 
Score: -14556480.000000 Penalty: 5724.908691
	Iteration 6Q: 3 clusters Score -1.455648e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45363 members 
Mstep: Class 2 contains 57603 members 
Entering Unmasked Estep 
Score: -14558661.000000 Penalty: 5724.908691
	Iteration 7Q: 3 clusters Score -1.455866e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42541 members 
Mstep: Class 2 contains 60425 members 
Entering Unmasked Estep 
Score: -14561985.000000 Penalty: 5724.908691
	Iteration 8F: 3 clusters Score -1.456198e+07 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39258 members 
Mstep: Class 2 contains 63708 members 
Entering Unmasked Estep 
Score: -14566478.000000 Penalty: 5724.908691
	Iteration 9F: 3 clusters Score -1.456648e+07 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 66759 members 
Entering Unmasked Estep 
Score: -14570789.000000 Penalty: 5724.908691
	Iteration 10F: 3 clusters Score -1.457079e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 69352 members 
Entering Unmasked Estep 
Score: -14574070.000000 Penalty: 5724.908691
	Iteration 11F: 3 clusters Score -1.457407e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 71516 members 
Entering Unmasked Estep 
Score: -14575591.000000 Penalty: 5724.908691
	Iteration 12Q: 3 clusters Score -1.457559e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 73462 members 
Entering Unmasked Estep 
Score: -14576466.000000 Penalty: 5724.908691
	Iteration 13Q: 3 clusters Score -1.457647e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 75458 members 
Entering Unmasked Estep 
Score: -14577221.000000 Penalty: 5724.908691
	Iteration 14Q: 3 clusters Score -1.457722e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 77587 members 
Entering Unmasked Estep 
Score: -14578093.000000 Penalty: 5724.908691
	Iteration 15Q: 3 clusters Score -1.457809e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 79751 members 
Entering Unmasked Estep 
Score: -14578957.000000 Penalty: 5724.908691
	Iteration 16Q: 3 clusters Score -1.457896e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 81942 members 
Entering Unmasked Estep 
Score: -14579917.000000 Penalty: 5724.908691
	Iteration 17Q: 3 clusters Score -1.457992e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 84193 members 
Entering Unmasked Estep 
Score: -14581000.000000 Penalty: 5724.908691
	Iteration 18Q: 3 clusters Score -1.4581e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 86400 members 
Entering Unmasked Estep 
Score: -14582174.000000 Penalty: 5724.908691
	Iteration 19Q: 3 clusters Score -1.458217e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 88534 members 
Entering Unmasked Estep 
Score: -14583221.000000 Penalty: 5724.908691
	Iteration 20F: 3 clusters Score -1.458322e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 90515 members 
Entering Unmasked Estep 
Score: -14584191.000000 Penalty: 5724.908691
	Iteration 21Q: 3 clusters Score -1.458419e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 92264 members 
Entering Unmasked Estep 
Score: -14585015.000000 Penalty: 5724.908691
	Iteration 22Q: 3 clusters Score -1.458502e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 93843 members 
Entering Unmasked Estep 
Score: -14585788.000000 Penalty: 5724.908691
	Iteration 23Q: 3 clusters Score -1.458579e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 95178 members 
Entering Unmasked Estep 
Score: -14586440.000000 Penalty: 5724.908691
	Iteration 24Q: 3 clusters Score -1.458644e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 96235 members 
Entering Unmasked Estep 
Score: -14586888.000000 Penalty: 5724.908691
	Iteration 25Q: 3 clusters Score -1.458689e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 97139 members 
Entering Unmasked Estep 
Score: -14587254.000000 Penalty: 5724.908691
	Iteration 26Q: 3 clusters Score -1.458725e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 97911 members 
Entering Unmasked Estep 
Score: -14587556.000000 Penalty: 5724.908691
	Iteration 27Q: 3 clusters Score -1.458756e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 98526 members 
Entering Unmasked Estep 
Score: -14587827.000000 Penalty: 5724.908691
	Iteration 28Q: 3 clusters Score -1.458783e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 99036 members 
Entering Unmasked Estep 
Score: -14587976.000000 Penalty: 5724.908691
	Iteration 29Q: 3 clusters Score -1.458798e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 99444 members 
Entering Unmasked Estep 
Score: -14588059.000000 Penalty: 5724.908691
	Iteration 30Q: 3 clusters Score -1.458806e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 99753 members 
Entering Unmasked Estep 
Score: -14588178.000000 Penalty: 5724.908691
	Iteration 31Q: 3 clusters Score -1.458818e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 100014 members 
Entering Unmasked Estep 
Score: -14588239.000000 Penalty: 5724.908691
	Iteration 32Q: 3 clusters Score -1.458824e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 100226 members 
Entering Unmasked Estep 
Score: -14588299.000000 Penalty: 5724.908691
	Iteration 33Q: 3 clusters Score -1.45883e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 100406 members 
Entering Unmasked Estep 
Score: -14588351.000000 Penalty: 5724.908691
	Iteration 34Q: 3 clusters Score -1.458835e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 100548 members 
Entering Unmasked Estep 
Score: -14588394.000000 Penalty: 5724.908691
	Iteration 35Q: 3 clusters Score -1.458839e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 100669 members 
Entering Unmasked Estep 
Score: -14588394.000000 Penalty: 5724.908691
	Iteration 36Q: 3 clusters Score -1.458839e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 100775 members 
Entering Unmasked Estep 
Score: -14588440.000000 Penalty: 5724.908691
	Iteration 37Q: 3 clusters Score -1.458844e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 100873 members 
Entering Unmasked Estep 
Score: -14588474.000000 Penalty: 5724.908691
	Iteration 38Q: 3 clusters Score -1.458847e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 100953 members 
Entering Unmasked Estep 
Score: -14588494.000000 Penalty: 5724.908691
	Iteration 39Q: 3 clusters Score -1.458849e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 101030 members 
Entering Unmasked Estep 
Score: -14588539.000000 Penalty: 5724.908691
	Iteration 40F: 3 clusters Score -1.458854e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 101089 members 
Entering Unmasked Estep 
Score: -14588550.000000 Penalty: 5724.908691
	Iteration 41Q: 3 clusters Score -1.458855e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 101144 members 
Entering Unmasked Estep 
Score: -14588552.000000 Penalty: 5724.908691
	Iteration 42Q: 3 clusters Score -1.458855e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 101209 members 
Entering Unmasked Estep 
Score: -14588566.000000 Penalty: 5724.908691
	Iteration 43Q: 3 clusters Score -1.458857e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 101271 members 
Entering Unmasked Estep 
Score: -14588585.000000 Penalty: 5724.908691
	Iteration 44Q: 3 clusters Score -1.458858e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 101324 members 
Entering Unmasked Estep 
Score: -14588601.000000 Penalty: 5724.908691
	Iteration 45Q: 3 clusters Score -1.45886e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 101374 members 
Entering Unmasked Estep 
Score: -14588638.000000 Penalty: 5724.908691
	Iteration 46Q: 3 clusters Score -1.458864e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 101418 members 
Entering Unmasked Estep 
Score: -14588657.000000 Penalty: 5724.908691
	Iteration 47Q: 3 clusters Score -1.458866e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 101445 members 
Entering Unmasked Estep 
Score: -14588667.000000 Penalty: 5724.908691
	Iteration 48Q: 3 clusters Score -1.458867e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 101475 members 
Entering Unmasked Estep 
Score: -14588659.000000 Penalty: 5724.908691
	Iteration 49Q: 3 clusters Score -1.458866e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 101498 members 
Entering Unmasked Estep 
Score: -14588665.000000 Penalty: 5724.908691
	Iteration 50Q: 3 clusters Score -1.458866e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 101511 members 
Entering Unmasked Estep 
Score: -14588678.000000 Penalty: 5724.908691
	Iteration 51Q: 3 clusters Score -1.458868e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 101527 members 
Entering Unmasked Estep 
Score: -14588676.000000 Penalty: 5724.908691
	Iteration 52Q: 3 clusters Score -1.458868e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 101540 members 
Entering Unmasked Estep 
Score: -14588693.000000 Penalty: 5724.908691
	Iteration 53Q: 3 clusters Score -1.458869e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 101559 members 
Entering Unmasked Estep 
Score: -14588694.000000 Penalty: 5724.908691
	Iteration 54Q: 3 clusters Score -1.458869e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 101574 members 
Entering Unmasked Estep 
Score: -14588704.000000 Penalty: 5724.908691
	Iteration 55Q: 3 clusters Score -1.45887e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 101585 members 
Entering Unmasked Estep 
Score: -14588717.000000 Penalty: 5724.908691
	Iteration 56Q: 3 clusters Score -1.458872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 101593 members 
Entering Unmasked Estep 
Score: -14588716.000000 Penalty: 5724.908691
	Iteration 57Q: 3 clusters Score -1.458872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 101599 members 
Entering Unmasked Estep 
Score: -14588720.000000 Penalty: 5724.908691
	Iteration 58Q: 3 clusters Score -1.458872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 101605 members 
Entering Unmasked Estep 
Score: -14588710.000000 Penalty: 5724.908691
	Iteration 59Q: 3 clusters Score -1.458871e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 101613 members 
Entering Unmasked Estep 
Score: -14588719.000000 Penalty: 5724.908691
	Iteration 60F: 3 clusters Score -1.458872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 101618 members 
Entering Unmasked Estep 
Score: -14588704.000000 Penalty: 5724.908691
	Iteration 61Q: 3 clusters Score -1.45887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 101622 members 
Entering Unmasked Estep 
Score: -14588712.000000 Penalty: 5724.908691
	Iteration 62Q: 3 clusters Score -1.458871e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 101626 members 
Entering Unmasked Estep 
Score: -14588711.000000 Penalty: 5724.908691
	Iteration 63Q: 3 clusters Score -1.458871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 101628 members 
Entering Unmasked Estep 
Score: -14588695.000000 Penalty: 5724.908691
	Iteration 64Q: 3 clusters Score -1.45887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 101629 members 
Entering Unmasked Estep 
Score: -14588707.000000 Penalty: 5724.908691
	Iteration 65Q: 3 clusters Score -1.458871e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 101632 members 
Entering Unmasked Estep 
Score: -14588725.000000 Penalty: 5724.908691
	Iteration 66Q: 3 clusters Score -1.458872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 101636 members 
Entering Unmasked Estep 
Score: -14588711.000000 Penalty: 5724.908691
	Iteration 67Q: 3 clusters Score -1.458871e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 101639 members 
Entering Unmasked Estep 
Score: -14588715.000000 Penalty: 5724.908691
	Iteration 68Q: 3 clusters Score -1.458872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 101642 members 
Entering Unmasked Estep 
Score: -14588712.000000 Penalty: 5724.908691
	Iteration 69Q: 3 clusters Score -1.458871e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 101646 members 
Entering Unmasked Estep 
Score: -14588716.000000 Penalty: 5724.908691
	Iteration 70Q: 3 clusters Score -1.458872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 101646 members 
Entering Unmasked Estep 
Score: -14588707.000000 Penalty: 5724.908691
	Iteration 71Q: 3 clusters Score -1.458871e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 101649 members 
Entering Unmasked Estep 
Score: -14588707.000000 Penalty: 5724.908691
	Iteration 72Q: 3 clusters Score -1.458871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 101650 members 
Entering Unmasked Estep 
Score: -14588703.000000 Penalty: 5724.908691
	Iteration 73Q: 3 clusters Score -1.45887e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 101650 members 
Entering Unmasked Estep 
Score: -14588703.000000 Penalty: 5724.908691
	Iteration 74F: 3 clusters Score -1.45887e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (39106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Entering Unmasked Estep 
Score: -5362868.500000 Penalty: 2622.359619
	Iteration 0F: 2 clusters Score -5362868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -5336409.500000 Penalty: 5244.719238
	Iteration 0F: 3 clusters Score -5336410 nChanged 17775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -5346077.000000 Penalty: 5244.719238
	Iteration 1F: 3 clusters Score -5346077 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -5346443.000000 Penalty: 5244.719238
	Iteration 2Q: 3 clusters Score -5346443 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -5346851.500000 Penalty: 5244.719238
	Iteration 3Q: 3 clusters Score -5346852 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -5347222.500000 Penalty: 5244.719238
	Iteration 4Q: 3 clusters Score -5347222 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -5347634.500000 Penalty: 5244.719238
	Iteration 5Q: 3 clusters Score -5347634 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -5348095.000000 Penalty: 5244.719238
	Iteration 6Q: 3 clusters Score -5348095 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -5348678.000000 Penalty: 5244.719238
	Iteration 7Q: 3 clusters Score -5348678 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -5349422.500000 Penalty: 5244.719238
	Iteration 8Q: 3 clusters Score -5349422 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -5350580.000000 Penalty: 5244.719238
	Iteration 9F: 3 clusters Score -5350580 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -5352234.500000 Penalty: 5244.719238
	Iteration 10F: 3 clusters Score -5352234 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -5354136.000000 Penalty: 5244.719238
	Iteration 11F: 3 clusters Score -5354136 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 32420 members 
Entering Unmasked Estep 
Score: -5356060.000000 Penalty: 5244.719238
	Iteration 12F: 3 clusters Score -5356060 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -5357690.000000 Penalty: 5244.719238
	Iteration 13Q: 3 clusters Score -5357690 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -5358856.000000 Penalty: 5244.719238
	Iteration 14Q: 3 clusters Score -5358856 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -5359666.000000 Penalty: 5244.719238
	Iteration 15Q: 3 clusters Score -5359666 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 37325 members 
Entering Unmasked Estep 
Score: -5360183.000000 Penalty: 5244.719238
	Iteration 16Q: 3 clusters Score -5360183 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 37773 members 
Entering Unmasked Estep 
Score: -5360540.500000 Penalty: 5244.719238
	Iteration 17Q: 3 clusters Score -5360540 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -5360784.500000 Penalty: 5244.719238
	Iteration 18Q: 3 clusters Score -5360784 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -5360939.500000 Penalty: 5244.719238
	Iteration 19Q: 3 clusters Score -5360940 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -5361050.500000 Penalty: 5244.719238
	Iteration 20F: 3 clusters Score -5361050 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 38368 members 
Entering Unmasked Estep 
Score: -5361148.000000 Penalty: 5244.719238
	Iteration 21Q: 3 clusters Score -5361148 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -5361197.000000 Penalty: 5244.719238
	Iteration 22Q: 3 clusters Score -5361197 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 38438 members 
Entering Unmasked Estep 
Score: -5361224.000000 Penalty: 5244.719238
	Iteration 23Q: 3 clusters Score -5361224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 38461 members 
Entering Unmasked Estep 
Score: -5361244.500000 Penalty: 5244.719238
	Iteration 24Q: 3 clusters Score -5361244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -5361251.500000 Penalty: 5244.719238
	Iteration 25Q: 3 clusters Score -5361252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -5361265.000000 Penalty: 5244.719238
	Iteration 26Q: 3 clusters Score -5361265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
Score: -5361267.000000 Penalty: 5244.719238
	Iteration 27Q: 3 clusters Score -5361267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
Score: -5361270.500000 Penalty: 5244.719238
	Iteration 28Q: 3 clusters Score -5361270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 38493 members 
Entering Unmasked Estep 
Score: -5361274.000000 Penalty: 5244.719238
	Iteration 29Q: 3 clusters Score -5361274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -5361278.500000 Penalty: 5244.719238
	Iteration 30Q: 3 clusters Score -5361278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -5361278.500000 Penalty: 5244.719238
	Iteration 31F: 3 clusters Score -5361278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (33337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33337 members 
Entering Unmasked Estep 
Score: -4729585.500000 Penalty: 2582.776855
	Iteration 0F: 2 clusters Score -4729586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -4706785.500000 Penalty: 5165.553711
	Iteration 0F: 3 clusters Score -4706786 nChanged 15141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -4714955.500000 Penalty: 5165.553711
	Iteration 1F: 3 clusters Score -4714956 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -4715382.500000 Penalty: 5165.553711
	Iteration 2Q: 3 clusters Score -4715382 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -4715787.500000 Penalty: 5165.553711
	Iteration 3Q: 3 clusters Score -4715788 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -4716254.000000 Penalty: 5165.553711
	Iteration 4Q: 3 clusters Score -4716254 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -4716794.000000 Penalty: 5165.553711
	Iteration 5Q: 3 clusters Score -4716794 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -4717367.500000 Penalty: 5165.553711
	Iteration 6Q: 3 clusters Score -4717368 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -4718098.500000 Penalty: 5165.553711
	Iteration 7Q: 3 clusters Score -4718098 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -4718983.000000 Penalty: 5165.553711
	Iteration 8Q: 3 clusters Score -4718983 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -4720187.500000 Penalty: 5165.553711
	Iteration 9F: 3 clusters Score -4720188 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -4721653.000000 Penalty: 5165.553711
	Iteration 10F: 3 clusters Score -4721653 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -4723206.500000 Penalty: 5165.553711
	Iteration 11F: 3 clusters Score -4723206 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -4724682.000000 Penalty: 5165.553711
	Iteration 12F: 3 clusters Score -4724682 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -4725757.500000 Penalty: 5165.553711
	Iteration 13Q: 3 clusters Score -4725758 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31837 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -4726403.500000 Penalty: 5165.553711
	Iteration 14Q: 3 clusters Score -4726404 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32254 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4726744.000000 Penalty: 5165.553711
	Iteration 15Q: 3 clusters Score -4726744 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4726976.000000 Penalty: 5165.553711
	Iteration 16Q: 3 clusters Score -4726976 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4727093.500000 Penalty: 5165.553711
	Iteration 17Q: 3 clusters Score -4727094 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4727168.500000 Penalty: 5165.553711
	Iteration 18Q: 3 clusters Score -4727168 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4727214.000000 Penalty: 5165.553711
	Iteration 19Q: 3 clusters Score -4727214 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4727244.500000 Penalty: 5165.553711
	Iteration 20F: 3 clusters Score -4727244 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4727272.500000 Penalty: 5165.553711
	Iteration 21Q: 3 clusters Score -4727272 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4727285.500000 Penalty: 5165.553711
	Iteration 22Q: 3 clusters Score -4727286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4727293.000000 Penalty: 5165.553711
	Iteration 23Q: 3 clusters Score -4727293 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4727306.500000 Penalty: 5165.553711
	Iteration 24Q: 3 clusters Score -4727306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -4727317.000000 Penalty: 5165.553711
	Iteration 25Q: 3 clusters Score -4727317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4727324.000000 Penalty: 5165.553711
	Iteration 26Q: 3 clusters Score -4727324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4727325.500000 Penalty: 5165.553711
	Iteration 27Q: 3 clusters Score -4727326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4727334.000000 Penalty: 5165.553711
	Iteration 28Q: 3 clusters Score -4727334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4727346.500000 Penalty: 5165.553711
	Iteration 29Q: 3 clusters Score -4727346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4727351.000000 Penalty: 5165.553711
	Iteration 30Q: 3 clusters Score -4727351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4727346.000000 Penalty: 5165.553711
	Iteration 31Q: 3 clusters Score -4727346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4727356.000000 Penalty: 5165.553711
	Iteration 32Q: 3 clusters Score -4727356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4727359.000000 Penalty: 5165.553711
	Iteration 33Q: 3 clusters Score -4727359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4727359.000000 Penalty: 5165.553711
	Iteration 34F: 3 clusters Score -4727359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (117387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117387 members 
Entering Unmasked Estep 
Score: -16624879.000000 Penalty: 2894.961426
	Iteration 0F: 2 clusters Score -1.662488e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58850 members 
Mstep: Class 2 contains 58537 members 
Entering Unmasked Estep 
Score: -16548639.000000 Penalty: 5789.922852
	Iteration 0F: 3 clusters Score -1.654864e+07 nChanged 55906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60292 members 
Mstep: Class 2 contains 57095 members 
Entering Unmasked Estep 
Score: -16580291.000000 Penalty: 5789.922852
	Iteration 1F: 3 clusters Score -1.658029e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61431 members 
Mstep: Class 2 contains 55956 members 
Entering Unmasked Estep 
Score: -16580986.000000 Penalty: 5789.922852
	Iteration 2Q: 3 clusters Score -1.658099e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63220 members 
Mstep: Class 2 contains 54167 members 
Entering Unmasked Estep 
Score: -16581848.000000 Penalty: 5789.922852
	Iteration 3Q: 3 clusters Score -1.658185e+07 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66000 members 
Mstep: Class 2 contains 51387 members 
Entering Unmasked Estep 
Score: -16582899.000000 Penalty: 5789.922852
	Iteration 4Q: 3 clusters Score -1.65829e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70123 members 
Mstep: Class 2 contains 47264 members 
Entering Unmasked Estep 
Score: -16584957.000000 Penalty: 5789.922852
	Iteration 5Q: 3 clusters Score -1.658496e+07 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76146 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -16588319.000000 Penalty: 5789.922852
	Iteration 6F: 3 clusters Score -1.658832e+07 nChanged 8469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84411 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -16594251.000000 Penalty: 5789.922852
	Iteration 7F: 3 clusters Score -1.659425e+07 nChanged 10107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94408 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -16602073.000000 Penalty: 5789.922852
	Iteration 8F: 3 clusters Score -1.660207e+07 nChanged 9526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103906 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -16610267.000000 Penalty: 5789.922852
	Iteration 9F: 3 clusters Score -1.661027e+07 nChanged 7117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111007 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -16616594.000000 Penalty: 5789.922852
	Iteration 10F: 3 clusters Score -1.661659e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114782 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -16620085.000000 Penalty: 5789.922852
	Iteration 11Q: 3 clusters Score -1.662008e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116254 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -16621350.000000 Penalty: 5789.922852
	Iteration 12Q: 3 clusters Score -1.662135e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116758 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -16621866.000000 Penalty: 5789.922852
	Iteration 13Q: 3 clusters Score -1.662187e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116940 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -16622028.000000 Penalty: 5789.922852
	Iteration 14Q: 3 clusters Score -1.662203e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117006 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -16622124.000000 Penalty: 5789.922852
	Iteration 15Q: 3 clusters Score -1.662212e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117037 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -16622166.000000 Penalty: 5789.922852
	Iteration 16Q: 3 clusters Score -1.662217e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117057 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -16622206.000000 Penalty: 5789.922852
	Iteration 17Q: 3 clusters Score -1.662221e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117072 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -16622246.000000 Penalty: 5789.922852
	Iteration 18Q: 3 clusters Score -1.662225e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117077 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -16622261.000000 Penalty: 5789.922852
	Iteration 19Q: 3 clusters Score -1.662226e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117080 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -16622263.000000 Penalty: 5789.922852
	Iteration 20F: 3 clusters Score -1.662226e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117086 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -16622267.000000 Penalty: 5789.922852
	Iteration 21Q: 3 clusters Score -1.662227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117085 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -16622271.000000 Penalty: 5789.922852
	Iteration 22Q: 3 clusters Score -1.662227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117087 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -16622277.000000 Penalty: 5789.922852
	Iteration 23Q: 3 clusters Score -1.662228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117087 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -16622280.000000 Penalty: 5789.922852
	Iteration 24Q: 3 clusters Score -1.662228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117088 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -16622276.000000 Penalty: 5789.922852
	Iteration 25Q: 3 clusters Score -1.662228e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117088 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -16622276.000000 Penalty: 5789.922852
	Iteration 26F: 3 clusters Score -1.662228e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44968 members 
Entering Unmasked Estep 
Score: -6366156.500000 Penalty: 2656.999023
	Iteration 0F: 2 clusters Score -6366156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -6335901.500000 Penalty: 5313.998047
	Iteration 0F: 3 clusters Score -6335902 nChanged 20648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -6347304.500000 Penalty: 5313.998047
	Iteration 1F: 3 clusters Score -6347304 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -6348067.000000 Penalty: 5313.998047
	Iteration 2Q: 3 clusters Score -6348067 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -6349037.500000 Penalty: 5313.998047
	Iteration 3Q: 3 clusters Score -6349038 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -6350111.500000 Penalty: 5313.998047
	Iteration 4F: 3 clusters Score -6350112 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -6351461.500000 Penalty: 5313.998047
	Iteration 5F: 3 clusters Score -6351462 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -6353250.000000 Penalty: 5313.998047
	Iteration 6F: 3 clusters Score -6353250 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -6355328.500000 Penalty: 5313.998047
	Iteration 7F: 3 clusters Score -6355328 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -6357544.500000 Penalty: 5313.998047
	Iteration 8F: 3 clusters Score -6357544 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -6359364.500000 Penalty: 5313.998047
	Iteration 9F: 3 clusters Score -6359364 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -6360374.000000 Penalty: 5313.998047
	Iteration 10Q: 3 clusters Score -6360374 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -6360901.500000 Penalty: 5313.998047
	Iteration 11Q: 3 clusters Score -6360902 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -6361165.500000 Penalty: 5313.998047
	Iteration 12Q: 3 clusters Score -6361166 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -6361352.500000 Penalty: 5313.998047
	Iteration 13Q: 3 clusters Score -6361352 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -6361505.500000 Penalty: 5313.998047
	Iteration 14Q: 3 clusters Score -6361506 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -6361645.000000 Penalty: 5313.998047
	Iteration 15Q: 3 clusters Score -6361645 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -6361773.500000 Penalty: 5313.998047
	Iteration 16Q: 3 clusters Score -6361774 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -6361876.000000 Penalty: 5313.998047
	Iteration 17Q: 3 clusters Score -6361876 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 36235 members 
Entering Unmasked Estep 
Score: -6362041.500000 Penalty: 5313.998047
	Iteration 18Q: 3 clusters Score -6362042 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -6362173.500000 Penalty: 5313.998047
	Iteration 19Q: 3 clusters Score -6362174 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 37158 members 
Entering Unmasked Estep 
Score: -6362311.500000 Penalty: 5313.998047
	Iteration 20F: 3 clusters Score -6362312 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 37579 members 
Entering Unmasked Estep 
Score: -6362422.000000 Penalty: 5313.998047
	Iteration 21Q: 3 clusters Score -6362422 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -6362583.500000 Penalty: 5313.998047
	Iteration 22Q: 3 clusters Score -6362584 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -6362734.500000 Penalty: 5313.998047
	Iteration 23Q: 3 clusters Score -6362734 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -6362828.500000 Penalty: 5313.998047
	Iteration 24Q: 3 clusters Score -6362828 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -6362923.000000 Penalty: 5313.998047
	Iteration 25Q: 3 clusters Score -6362923 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -6363025.000000 Penalty: 5313.998047
	Iteration 26Q: 3 clusters Score -6363025 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 39807 members 
Entering Unmasked Estep 
Score: -6363113.500000 Penalty: 5313.998047
	Iteration 27Q: 3 clusters Score -6363114 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 40094 members 
Entering Unmasked Estep 
Score: -6363194.000000 Penalty: 5313.998047
	Iteration 28Q: 3 clusters Score -6363194 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 40362 members 
Entering Unmasked Estep 
Score: -6363272.000000 Penalty: 5313.998047
	Iteration 29Q: 3 clusters Score -6363272 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -6363368.000000 Penalty: 5313.998047
	Iteration 30Q: 3 clusters Score -6363368 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 40850 members 
Entering Unmasked Estep 
Score: -6363420.000000 Penalty: 5313.998047
	Iteration 31Q: 3 clusters Score -6363420 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 41069 members 
Entering Unmasked Estep 
Score: -6363484.500000 Penalty: 5313.998047
	Iteration 32Q: 3 clusters Score -6363484 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 41270 members 
Entering Unmasked Estep 
Score: -6363548.500000 Penalty: 5313.998047
	Iteration 33Q: 3 clusters Score -6363548 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -6363621.500000 Penalty: 5313.998047
	Iteration 34Q: 3 clusters Score -6363622 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 41641 members 
Entering Unmasked Estep 
Score: -6363667.500000 Penalty: 5313.998047
	Iteration 35Q: 3 clusters Score -6363668 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 41803 members 
Entering Unmasked Estep 
Score: -6363727.000000 Penalty: 5313.998047
	Iteration 36Q: 3 clusters Score -6363727 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -6363771.000000 Penalty: 5313.998047
	Iteration 37Q: 3 clusters Score -6363771 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 42095 members 
Entering Unmasked Estep 
Score: -6363808.000000 Penalty: 5313.998047
	Iteration 38Q: 3 clusters Score -6363808 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -6363828.000000 Penalty: 5313.998047
	Iteration 39Q: 3 clusters Score -6363828 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 42309 members 
Entering Unmasked Estep 
Score: -6363854.000000 Penalty: 5313.998047
	Iteration 40F: 3 clusters Score -6363854 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 42401 members 
Entering Unmasked Estep 
Score: -6363885.000000 Penalty: 5313.998047
	Iteration 41Q: 3 clusters Score -6363885 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 42481 members 
Entering Unmasked Estep 
Score: -6363911.000000 Penalty: 5313.998047
	Iteration 42Q: 3 clusters Score -6363911 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 42561 members 
Entering Unmasked Estep 
Score: -6363928.000000 Penalty: 5313.998047
	Iteration 43Q: 3 clusters Score -6363928 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -6363944.000000 Penalty: 5313.998047
	Iteration 44Q: 3 clusters Score -6363944 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 42686 members 
Entering Unmasked Estep 
Score: -6363963.500000 Penalty: 5313.998047
	Iteration 45Q: 3 clusters Score -6363964 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 42739 members 
Entering Unmasked Estep 
Score: -6363981.500000 Penalty: 5313.998047
	Iteration 46Q: 3 clusters Score -6363982 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 42777 members 
Entering Unmasked Estep 
Score: -6363997.000000 Penalty: 5313.998047
	Iteration 47Q: 3 clusters Score -6363997 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 42805 members 
Entering Unmasked Estep 
Score: -6364016.500000 Penalty: 5313.998047
	Iteration 48Q: 3 clusters Score -6364016 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -6364027.000000 Penalty: 5313.998047
	Iteration 49Q: 3 clusters Score -6364027 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 42872 members 
Entering Unmasked Estep 
Score: -6364043.000000 Penalty: 5313.998047
	Iteration 50Q: 3 clusters Score -6364043 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 42904 members 
Entering Unmasked Estep 
Score: -6364056.000000 Penalty: 5313.998047
	Iteration 51Q: 3 clusters Score -6364056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -6364053.500000 Penalty: 5313.998047
	Iteration 52Q: 3 clusters Score -6364054 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 42953 members 
Entering Unmasked Estep 
Score: -6364042.000000 Penalty: 5313.998047
	Iteration 53Q: 3 clusters Score -6364042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -6364050.000000 Penalty: 5313.998047
	Iteration 54Q: 3 clusters Score -6364050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 43000 members 
Entering Unmasked Estep 
Score: -6364062.500000 Penalty: 5313.998047
	Iteration 55Q: 3 clusters Score -6364062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 43017 members 
Entering Unmasked Estep 
Score: -6364062.500000 Penalty: 5313.998047
	Iteration 56Q: 3 clusters Score -6364062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -6364060.500000 Penalty: 5313.998047
	Iteration 57Q: 3 clusters Score -6364060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 43042 members 
Entering Unmasked Estep 
Score: -6364065.000000 Penalty: 5313.998047
	Iteration 58Q: 3 clusters Score -6364065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 43049 members 
Entering Unmasked Estep 
Score: -6364069.000000 Penalty: 5313.998047
	Iteration 59Q: 3 clusters Score -6364069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -6364078.000000 Penalty: 5313.998047
	Iteration 60F: 3 clusters Score -6364078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 43060 members 
Entering Unmasked Estep 
Score: -6364073.000000 Penalty: 5313.998047
	Iteration 61Q: 3 clusters Score -6364073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 43063 members 
Entering Unmasked Estep 
Score: -6364070.000000 Penalty: 5313.998047
	Iteration 62Q: 3 clusters Score -6364070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 43064 members 
Entering Unmasked Estep 
Score: -6364072.000000 Penalty: 5313.998047
	Iteration 63Q: 3 clusters Score -6364072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 43067 members 
Entering Unmasked Estep 
Score: -6364077.000000 Penalty: 5313.998047
	Iteration 64Q: 3 clusters Score -6364077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -6364078.500000 Penalty: 5313.998047
	Iteration 65Q: 3 clusters Score -6364078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -6364075.500000 Penalty: 5313.998047
	Iteration 66Q: 3 clusters Score -6364076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 43073 members 
Entering Unmasked Estep 
Score: -6364076.000000 Penalty: 5313.998047
	Iteration 67Q: 3 clusters Score -6364076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
Score: -6364082.000000 Penalty: 5313.998047
	Iteration 68Q: 3 clusters Score -6364082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 43079 members 
Entering Unmasked Estep 
Score: -6364075.500000 Penalty: 5313.998047
	Iteration 69Q: 3 clusters Score -6364076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -6364081.000000 Penalty: 5313.998047
	Iteration 70Q: 3 clusters Score -6364081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 43090 members 
Entering Unmasked Estep 
Score: -6364088.000000 Penalty: 5313.998047
	Iteration 71Q: 3 clusters Score -6364088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 43096 members 
Entering Unmasked Estep 
Score: -6364085.000000 Penalty: 5313.998047
	Iteration 72Q: 3 clusters Score -6364085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 43100 members 
Entering Unmasked Estep 
Score: -6364079.500000 Penalty: 5313.998047
	Iteration 73Q: 3 clusters Score -6364080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 43100 members 
Entering Unmasked Estep 
Score: -6364079.500000 Penalty: 5313.998047
	Iteration 74F: 3 clusters Score -6364080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (172655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172655 members 
Entering Unmasked Estep 
Score: -24092382.000000 Penalty: 2990.644531
	Iteration 0F: 2 clusters Score -2.409238e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86649 members 
Mstep: Class 2 contains 86006 members 
Entering Unmasked Estep 
Score: -23984346.000000 Penalty: 5981.289062
	Iteration 0F: 3 clusters Score -2.398435e+07 nChanged 82619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88870 members 
Mstep: Class 2 contains 83785 members 
Entering Unmasked Estep 
Score: -24032416.000000 Penalty: 5981.289062
	Iteration 1F: 3 clusters Score -2.403242e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90813 members 
Mstep: Class 2 contains 81842 members 
Entering Unmasked Estep 
Score: -24033646.000000 Penalty: 5981.289062
	Iteration 2Q: 3 clusters Score -2.403365e+07 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94024 members 
Mstep: Class 2 contains 78631 members 
Entering Unmasked Estep 
Score: -24035328.000000 Penalty: 5981.289062
	Iteration 3Q: 3 clusters Score -2.403533e+07 nChanged 6656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98938 members 
Mstep: Class 2 contains 73717 members 
Entering Unmasked Estep 
Score: -24037706.000000 Penalty: 5981.289062
	Iteration 4Q: 3 clusters Score -2.403771e+07 nChanged 8526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106196 members 
Mstep: Class 2 contains 66459 members 
Entering Unmasked Estep 
Score: -24042050.000000 Penalty: 5981.289062
	Iteration 5Q: 3 clusters Score -2.404205e+07 nChanged 11145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116393 members 
Mstep: Class 2 contains 56262 members 
Entering Unmasked Estep 
Score: -24049462.000000 Penalty: 5981.289062
	Iteration 6F: 3 clusters Score -2.404946e+07 nChanged 13474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129205 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -24059954.000000 Penalty: 5981.289062
	Iteration 7F: 3 clusters Score -2.405995e+07 nChanged 13268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142071 members 
Mstep: Class 2 contains 30584 members 
Entering Unmasked Estep 
Score: -24072024.000000 Penalty: 5981.289062
	Iteration 8F: 3 clusters Score -2.407202e+07 nChanged 10496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152287 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -24081442.000000 Penalty: 5981.289062
	Iteration 9F: 3 clusters Score -2.408144e+07 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159126 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -24087376.000000 Penalty: 5981.289062
	Iteration 10Q: 3 clusters Score -2.408738e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163379 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -24089790.000000 Penalty: 5981.289062
	Iteration 11Q: 3 clusters Score -2.408979e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165781 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -24090750.000000 Penalty: 5981.289062
	Iteration 12Q: 3 clusters Score -2.409075e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167290 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -24091250.000000 Penalty: 5981.289062
	Iteration 13Q: 3 clusters Score -2.409125e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168330 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -24091492.000000 Penalty: 5981.289062
	Iteration 14Q: 3 clusters Score -2.409149e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169129 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -24091486.000000 Penalty: 5981.289062
	Iteration 15Q: 3 clusters Score -2.409149e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169732 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -24091462.000000 Penalty: 5981.289062
	Iteration 16Q: 3 clusters Score -2.409146e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170157 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -24091368.000000 Penalty: 5981.289062
	Iteration 17Q: 3 clusters Score -2.409137e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170484 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -24091316.000000 Penalty: 5981.289062
	Iteration 18Q: 3 clusters Score -2.409132e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170751 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -24091180.000000 Penalty: 5981.289062
	Iteration 19Q: 3 clusters Score -2.409118e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170987 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -24091122.000000 Penalty: 5981.289062
	Iteration 20F: 3 clusters Score -2.409112e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171155 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -24091080.000000 Penalty: 5981.289062
	Iteration 21Q: 3 clusters Score -2.409108e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171288 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -24091078.000000 Penalty: 5981.289062
	Iteration 22Q: 3 clusters Score -2.409108e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171371 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -24091062.000000 Penalty: 5981.289062
	Iteration 23Q: 3 clusters Score -2.409106e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171450 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -24091070.000000 Penalty: 5981.289062
	Iteration 24Q: 3 clusters Score -2.409107e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171514 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -24091054.000000 Penalty: 5981.289062
	Iteration 25Q: 3 clusters Score -2.409105e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171567 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -24091034.000000 Penalty: 5981.289062
	Iteration 26Q: 3 clusters Score -2.409103e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171625 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -24091042.000000 Penalty: 5981.289062
	Iteration 27Q: 3 clusters Score -2.409104e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171671 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -24091038.000000 Penalty: 5981.289062
	Iteration 28Q: 3 clusters Score -2.409104e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171711 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -24091018.000000 Penalty: 5981.289062
	Iteration 29Q: 3 clusters Score -2.409102e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171741 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -24091020.000000 Penalty: 5981.289062
	Iteration 30Q: 3 clusters Score -2.409102e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171772 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -24091030.000000 Penalty: 5981.289062
	Iteration 31Q: 3 clusters Score -2.409103e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171805 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -24091000.000000 Penalty: 5981.289062
	Iteration 32Q: 3 clusters Score -2.4091e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171827 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -24091052.000000 Penalty: 5981.289062
	Iteration 33Q: 3 clusters Score -2.409105e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171840 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -24091056.000000 Penalty: 5981.289062
	Iteration 34Q: 3 clusters Score -2.409106e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171862 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -24091020.000000 Penalty: 5981.289062
	Iteration 35Q: 3 clusters Score -2.409102e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171867 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -24091024.000000 Penalty: 5981.289062
	Iteration 36Q: 3 clusters Score -2.409102e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171873 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -24091054.000000 Penalty: 5981.289062
	Iteration 37Q: 3 clusters Score -2.409105e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171879 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -24091050.000000 Penalty: 5981.289062
	Iteration 38Q: 3 clusters Score -2.409105e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171883 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -24091044.000000 Penalty: 5981.289062
	Iteration 39Q: 3 clusters Score -2.409104e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171885 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -24091064.000000 Penalty: 5981.289062
	Iteration 40F: 3 clusters Score -2.409106e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171882 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -24091056.000000 Penalty: 5981.289062
	Iteration 41Q: 3 clusters Score -2.409106e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171886 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -24091062.000000 Penalty: 5981.289062
	Iteration 42Q: 3 clusters Score -2.409106e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171891 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -24091042.000000 Penalty: 5981.289062
	Iteration 43Q: 3 clusters Score -2.409104e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171895 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -24091080.000000 Penalty: 5981.289062
	Iteration 44Q: 3 clusters Score -2.409108e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171904 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -24091112.000000 Penalty: 5981.289062
	Iteration 45Q: 3 clusters Score -2.409111e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171903 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -24091118.000000 Penalty: 5981.289062
	Iteration 46Q: 3 clusters Score -2.409112e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171902 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -24091134.000000 Penalty: 5981.289062
	Iteration 47Q: 3 clusters Score -2.409113e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171896 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -24091126.000000 Penalty: 5981.289062
	Iteration 48Q: 3 clusters Score -2.409113e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171893 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -24091130.000000 Penalty: 5981.289062
	Iteration 49Q: 3 clusters Score -2.409113e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171895 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -24091108.000000 Penalty: 5981.289062
	Iteration 50Q: 3 clusters Score -2.409111e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171899 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -24091132.000000 Penalty: 5981.289062
	Iteration 51Q: 3 clusters Score -2.409113e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171890 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -24091128.000000 Penalty: 5981.289062
	Iteration 52Q: 3 clusters Score -2.409113e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171876 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -24091150.000000 Penalty: 5981.289062
	Iteration 53Q: 3 clusters Score -2.409115e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171870 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -24091158.000000 Penalty: 5981.289062
	Iteration 54Q: 3 clusters Score -2.409116e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171859 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -24091166.000000 Penalty: 5981.289062
	Iteration 55Q: 3 clusters Score -2.409117e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171851 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -24091130.000000 Penalty: 5981.289062
	Iteration 56Q: 3 clusters Score -2.409113e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171842 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -24091164.000000 Penalty: 5981.289062
	Iteration 57Q: 3 clusters Score -2.409116e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171837 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -24091198.000000 Penalty: 5981.289062
	Iteration 58Q: 3 clusters Score -2.40912e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171832 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -24091230.000000 Penalty: 5981.289062
	Iteration 59Q: 3 clusters Score -2.409123e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171825 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -24091276.000000 Penalty: 5981.289062
	Iteration 60F: 3 clusters Score -2.409128e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171815 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -24091278.000000 Penalty: 5981.289062
	Iteration 61Q: 3 clusters Score -2.409128e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171812 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -24091302.000000 Penalty: 5981.289062
	Iteration 62Q: 3 clusters Score -2.40913e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171811 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -24091310.000000 Penalty: 5981.289062
	Iteration 63Q: 3 clusters Score -2.409131e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171804 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -24091296.000000 Penalty: 5981.289062
	Iteration 64Q: 3 clusters Score -2.40913e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171799 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -24091342.000000 Penalty: 5981.289062
	Iteration 65Q: 3 clusters Score -2.409134e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171789 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -24091374.000000 Penalty: 5981.289062
	Iteration 66Q: 3 clusters Score -2.409137e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171782 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -24091412.000000 Penalty: 5981.289062
	Iteration 67Q: 3 clusters Score -2.409141e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171765 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -24091432.000000 Penalty: 5981.289062
	Iteration 68Q: 3 clusters Score -2.409143e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171749 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -24091460.000000 Penalty: 5981.289062
	Iteration 69Q: 3 clusters Score -2.409146e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171740 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -24091562.000000 Penalty: 5981.289062
	Iteration 70Q: 3 clusters Score -2.409156e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171722 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -24091646.000000 Penalty: 5981.289062
	Iteration 71Q: 3 clusters Score -2.409165e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171687 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -24091706.000000 Penalty: 5981.289062
	Iteration 72Q: 3 clusters Score -2.409171e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171634 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -24091840.000000 Penalty: 5981.289062
	Iteration 73Q: 3 clusters Score -2.409184e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171570 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -24092064.000000 Penalty: 5981.289062
	Iteration 74Q: 3 clusters Score -2.409206e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171490 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -24092174.000000 Penalty: 5981.289062
	Iteration 75Q: 3 clusters Score -2.409217e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171400 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -24092330.000000 Penalty: 5981.289062
	Iteration 76Q: 3 clusters Score -2.409233e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171319 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -24092414.000000 Penalty: 5981.289062
	Iteration 77Q: 3 clusters Score -2.409241e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171258 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -24092552.000000 Penalty: 5981.289062
	Iteration 78Q: 3 clusters Score -2.409255e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171197 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -24092584.000000 Penalty: 5981.289062
	Iteration 79Q: 3 clusters Score -2.409258e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171134 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -24092626.000000 Penalty: 5981.289062
	Iteration 80F: 3 clusters Score -2.409263e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171035 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -24092756.000000 Penalty: 5981.289062
	Iteration 81Q: 3 clusters Score -2.409276e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170950 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -24092878.000000 Penalty: 5981.289062
	Iteration 82Q: 3 clusters Score -2.409288e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170858 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -24092970.000000 Penalty: 5981.289062
	Iteration 83Q: 3 clusters Score -2.409297e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170771 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -24093072.000000 Penalty: 5981.289062
	Iteration 84Q: 3 clusters Score -2.409307e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170695 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -24093180.000000 Penalty: 5981.289062
	Iteration 85Q: 3 clusters Score -2.409318e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170627 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -24093274.000000 Penalty: 5981.289062
	Iteration 86Q: 3 clusters Score -2.409327e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170562 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -24093294.000000 Penalty: 5981.289062
	Iteration 87Q: 3 clusters Score -2.409329e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170513 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -24093356.000000 Penalty: 5981.289062
	Iteration 88Q: 3 clusters Score -2.409336e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170471 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -24093352.000000 Penalty: 5981.289062
	Iteration 89Q: 3 clusters Score -2.409335e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170443 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -24093380.000000 Penalty: 5981.289062
	Iteration 90Q: 3 clusters Score -2.409338e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170416 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -24093402.000000 Penalty: 5981.289062
	Iteration 91Q: 3 clusters Score -2.40934e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170394 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -24093426.000000 Penalty: 5981.289062
	Iteration 92Q: 3 clusters Score -2.409343e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170381 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -24093420.000000 Penalty: 5981.289062
	Iteration 93Q: 3 clusters Score -2.409342e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170372 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -24093396.000000 Penalty: 5981.289062
	Iteration 94Q: 3 clusters Score -2.40934e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170366 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -24093414.000000 Penalty: 5981.289062
	Iteration 95Q: 3 clusters Score -2.409341e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170364 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -24093422.000000 Penalty: 5981.289062
	Iteration 96Q: 3 clusters Score -2.409342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170362 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -24093428.000000 Penalty: 5981.289062
	Iteration 97Q: 3 clusters Score -2.409343e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170358 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -24093424.000000 Penalty: 5981.289062
	Iteration 98Q: 3 clusters Score -2.409342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170357 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -24093432.000000 Penalty: 5981.289062
	Iteration 99Q: 3 clusters Score -2.409343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170355 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -24093436.000000 Penalty: 5981.289062
	Iteration 100F: 3 clusters Score -2.409344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170354 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -24093428.000000 Penalty: 5981.289062
	Iteration 101Q: 3 clusters Score -2.409343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170353 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -24093422.000000 Penalty: 5981.289062
	Iteration 102Q: 3 clusters Score -2.409342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170352 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -24093426.000000 Penalty: 5981.289062
	Iteration 103Q: 3 clusters Score -2.409343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170352 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -24093426.000000 Penalty: 5981.289062
	Iteration 104F: 3 clusters Score -2.409343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 102966 members 
Mstep: Class 2 contains 39106 members 
Mstep: Class 3 contains 33337 members 
Mstep: Class 4 contains 117387 members 
Mstep: Class 5 contains 44968 members 
Mstep: Class 6 contains 170352 members 
Mstep: Class 7 contains 30647 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 69254 members 
Mstep: Class 10 contains 8273 members 
Mstep: Class 11 contains 3102 members 
Mstep: Class 12 contains 3981 members 
Mstep: Class 13 contains 170580 members 
Mstep: Class 14 contains 604 members 
Mstep: Class 15 contains 1976 members 
Mstep: Class 16 contains 1057 members 
Mstep: Class 17 contains 27962 members 
Mstep: Class 18 contains 20793 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2221 members 
Mstep: Class 21 contains 107935 members 
Mstep: Class 22 contains 2303 members 
Entering Unmasked Estep 
Score: -132664728.000000 Penalty: 75160.835938
Splitting cluster 6 changes total score from -132664352.000000 to -132664728.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 7 (30647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Entering Unmasked Estep 
Score: -4341783.500000 Penalty: 2561.911865
	Iteration 0F: 2 clusters Score -4341784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -4320835.000000 Penalty: 5123.823730
	Iteration 0F: 3 clusters Score -4320835 nChanged 13794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -4328305.000000 Penalty: 5123.823730
	Iteration 1F: 3 clusters Score -4328305 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -4329005.000000 Penalty: 5123.823730
	Iteration 2F: 3 clusters Score -4329005 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -4329864.500000 Penalty: 5123.823730
	Iteration 3F: 3 clusters Score -4329864 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -4331091.500000 Penalty: 5123.823730
	Iteration 4F: 3 clusters Score -4331092 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -4332772.000000 Penalty: 5123.823730
	Iteration 5F: 3 clusters Score -4332772 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -4334841.500000 Penalty: 5123.823730
	Iteration 6F: 3 clusters Score -4334842 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -4336903.500000 Penalty: 5123.823730
	Iteration 7F: 3 clusters Score -4336904 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -4338582.000000 Penalty: 5123.823730
	Iteration 8F: 3 clusters Score -4338582 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -4339653.500000 Penalty: 5123.823730
	Iteration 9Q: 3 clusters Score -4339654 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -4340287.500000 Penalty: 5123.823730
	Iteration 10Q: 3 clusters Score -4340288 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -4340659.000000 Penalty: 5123.823730
	Iteration 11Q: 3 clusters Score -4340659 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -4340890.000000 Penalty: 5123.823730
	Iteration 12Q: 3 clusters Score -4340890 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -4341024.000000 Penalty: 5123.823730
	Iteration 13Q: 3 clusters Score -4341024 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -4341129.500000 Penalty: 5123.823730
	Iteration 14Q: 3 clusters Score -4341130 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -4341161.500000 Penalty: 5123.823730
	Iteration 15Q: 3 clusters Score -4341162 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -4341182.000000 Penalty: 5123.823730
	Iteration 16Q: 3 clusters Score -4341182 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -4341205.500000 Penalty: 5123.823730
	Iteration 17Q: 3 clusters Score -4341206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -4341198.500000 Penalty: 5123.823730
	Iteration 18Q: 3 clusters Score -4341198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 29618 members 
Entering Unmasked Estep 
Score: -4341202.500000 Penalty: 5123.823730
	Iteration 19Q: 3 clusters Score -4341202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -4341210.000000 Penalty: 5123.823730
	Iteration 20F: 3 clusters Score -4341210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -4341211.500000 Penalty: 5123.823730
	Iteration 21Q: 3 clusters Score -4341212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -4341215.500000 Penalty: 5123.823730
	Iteration 22Q: 3 clusters Score -4341216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -4341220.000000 Penalty: 5123.823730
	Iteration 23Q: 3 clusters Score -4341220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -4341214.500000 Penalty: 5123.823730
	Iteration 24Q: 3 clusters Score -4341214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -4341217.000000 Penalty: 5123.823730
	Iteration 25Q: 3 clusters Score -4341217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -4341215.500000 Penalty: 5123.823730
	Iteration 26Q: 3 clusters Score -4341216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -4341221.000000 Penalty: 5123.823730
	Iteration 27Q: 3 clusters Score -4341221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -4341219.500000 Penalty: 5123.823730
	Iteration 28Q: 3 clusters Score -4341220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -4341218.500000 Penalty: 5123.823730
	Iteration 29Q: 3 clusters Score -4341218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -4341225.000000 Penalty: 5123.823730
	Iteration 30Q: 3 clusters Score -4341225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -4341227.500000 Penalty: 5123.823730
	Iteration 31Q: 3 clusters Score -4341228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -4341225.000000 Penalty: 5123.823730
	Iteration 32Q: 3 clusters Score -4341225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -4341226.500000 Penalty: 5123.823730
	Iteration 33Q: 3 clusters Score -4341226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -4341226.500000 Penalty: 5123.823730
	Iteration 34F: 3 clusters Score -4341226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Entering Unmasked Estep 
Score: -169426.640625 Penalty: 1827.817261
	Iteration 0F: 2 clusters Score -169426.6 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 775 members 
Entering Unmasked Estep 
Score: -167420.781250 Penalty: 3655.634521
	Iteration 0F: 3 clusters Score -167420.8 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -168725.718750 Penalty: 3655.634521
	Iteration 1F: 3 clusters Score -168725.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -169975.171875 Penalty: 3655.634521
	Iteration 2F: 3 clusters Score -169975.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -170958.000000 Penalty: 3655.634521
	Iteration 3F: 3 clusters Score -170958 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -172155.546875 Penalty: 3655.634521
	Iteration 4F: 3 clusters Score -172155.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -173743.468750 Penalty: 3655.634521
	Iteration 5F: 3 clusters Score -173743.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -173946.609375 Penalty: 3655.634521
	Iteration 6Q: 3 clusters Score -173946.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -174126.906250 Penalty: 3655.634521
	Iteration 7Q: 3 clusters Score -174126.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -174221.265625 Penalty: 3655.634521
	Iteration 8Q: 3 clusters Score -174221.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -174380.625000 Penalty: 3655.634521
	Iteration 9Q: 3 clusters Score -174380.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -174513.140625 Penalty: 3655.634521
	Iteration 10Q: 3 clusters Score -174513.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -174665.812500 Penalty: 3655.634521
	Iteration 11Q: 3 clusters Score -174665.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -174817.296875 Penalty: 3655.634521
	Iteration 12Q: 3 clusters Score -174817.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -174829.421875 Penalty: 3655.634521
	Iteration 13Q: 3 clusters Score -174829.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -174830.312500 Penalty: 3655.634521
	Iteration 14Q: 3 clusters Score -174830.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -174858.328125 Penalty: 3655.634521
	Iteration 15F: 3 clusters Score -174858.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -174919.750000 Penalty: 3655.634521
	Iteration 16Q: 3 clusters Score -174919.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -175209.359375 Penalty: 3655.634521
	Iteration 17Q: 3 clusters Score -175209.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -175826.703125 Penalty: 3655.634521
	Iteration 18Q: 3 clusters Score -175826.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -175966.906250 Penalty: 3655.634521
	Iteration 19Q: 3 clusters Score -175966.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -175988.015625 Penalty: 3655.634521
	Iteration 20F: 3 clusters Score -175988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -175992.875000 Penalty: 3655.634521
	Iteration 21Q: 3 clusters Score -175992.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -175992.875000 Penalty: 3655.634521
	Iteration 22F: 3 clusters Score -175992.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 102966 members 
Mstep: Class 2 contains 39106 members 
Mstep: Class 3 contains 33337 members 
Mstep: Class 4 contains 117387 members 
Mstep: Class 5 contains 44968 members 
Mstep: Class 6 contains 170352 members 
Mstep: Class 7 contains 30647 members 
Mstep: Class 8 contains 839 members 
Mstep: Class 9 contains 69254 members 
Mstep: Class 10 contains 8273 members 
Mstep: Class 11 contains 3102 members 
Mstep: Class 12 contains 3981 members 
Mstep: Class 13 contains 170580 members 
Mstep: Class 14 contains 604 members 
Mstep: Class 15 contains 1976 members 
Mstep: Class 16 contains 1057 members 
Mstep: Class 17 contains 27962 members 
Mstep: Class 18 contains 20793 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2221 members 
Mstep: Class 21 contains 107935 members 
Mstep: Class 22 contains 2303 members 
Mstep: Class 23 contains 749 members 
Entering Unmasked Estep 
Score: -132669752.000000 Penalty: 78577.234375
Splitting cluster 8 changes total score from -132664352.000000 to -132669752.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 9 (69254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69254 members 
Entering Unmasked Estep 
Score: -9744536.000000 Penalty: 2764.093018
	Iteration 0F: 2 clusters Score -9744536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -9698022.000000 Penalty: 5528.186035
	Iteration 0F: 3 clusters Score -9698022 nChanged 32349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -9716251.000000 Penalty: 5528.186035
	Iteration 1F: 3 clusters Score -9716251 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33774 members 
Mstep: Class 2 contains 35480 members 
Entering Unmasked Estep 
Score: -9716826.000000 Penalty: 5528.186035
	Iteration 2Q: 3 clusters Score -9716826 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 35874 members 
Entering Unmasked Estep 
Score: -9717559.000000 Penalty: 5528.186035
	Iteration 3Q: 3 clusters Score -9717559 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -9718446.000000 Penalty: 5528.186035
	Iteration 4Q: 3 clusters Score -9718446 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -9719480.000000 Penalty: 5528.186035
	Iteration 5Q: 3 clusters Score -9719480 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -9720782.000000 Penalty: 5528.186035
	Iteration 6Q: 3 clusters Score -9720782 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -9722302.000000 Penalty: 5528.186035
	Iteration 7Q: 3 clusters Score -9722302 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -9724421.000000 Penalty: 5528.186035
	Iteration 8Q: 3 clusters Score -9724421 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -9726650.000000 Penalty: 5528.186035
	Iteration 9F: 3 clusters Score -9726650 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 44038 members 
Entering Unmasked Estep 
Score: -9729002.000000 Penalty: 5528.186035
	Iteration 10F: 3 clusters Score -9729002 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -9730830.000000 Penalty: 5528.186035
	Iteration 11Q: 3 clusters Score -9730830 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 46744 members 
Entering Unmasked Estep 
Score: -9732159.000000 Penalty: 5528.186035
	Iteration 12Q: 3 clusters Score -9732159 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 47929 members 
Entering Unmasked Estep 
Score: -9732987.000000 Penalty: 5528.186035
	Iteration 13Q: 3 clusters Score -9732987 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 49018 members 
Entering Unmasked Estep 
Score: -9733522.000000 Penalty: 5528.186035
	Iteration 14Q: 3 clusters Score -9733522 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 49980 members 
Entering Unmasked Estep 
Score: -9734008.000000 Penalty: 5528.186035
	Iteration 15Q: 3 clusters Score -9734008 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 50916 members 
Entering Unmasked Estep 
Score: -9734316.000000 Penalty: 5528.186035
	Iteration 16Q: 3 clusters Score -9734316 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 51822 members 
Entering Unmasked Estep 
Score: -9734740.000000 Penalty: 5528.186035
	Iteration 17Q: 3 clusters Score -9734740 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 52772 members 
Entering Unmasked Estep 
Score: -9735064.000000 Penalty: 5528.186035
	Iteration 18Q: 3 clusters Score -9735064 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 53747 members 
Entering Unmasked Estep 
Score: -9735413.000000 Penalty: 5528.186035
	Iteration 19Q: 3 clusters Score -9735413 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 54686 members 
Entering Unmasked Estep 
Score: -9735722.000000 Penalty: 5528.186035
	Iteration 20F: 3 clusters Score -9735722 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 55642 members 
Entering Unmasked Estep 
Score: -9736076.000000 Penalty: 5528.186035
	Iteration 21Q: 3 clusters Score -9736076 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 56618 members 
Entering Unmasked Estep 
Score: -9736349.000000 Penalty: 5528.186035
	Iteration 22Q: 3 clusters Score -9736349 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 57617 members 
Entering Unmasked Estep 
Score: -9736731.000000 Penalty: 5528.186035
	Iteration 23Q: 3 clusters Score -9736731 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 58603 members 
Entering Unmasked Estep 
Score: -9737099.000000 Penalty: 5528.186035
	Iteration 24Q: 3 clusters Score -9737099 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 59607 members 
Entering Unmasked Estep 
Score: -9737482.000000 Penalty: 5528.186035
	Iteration 25Q: 3 clusters Score -9737482 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 60664 members 
Entering Unmasked Estep 
Score: -9737972.000000 Penalty: 5528.186035
	Iteration 26Q: 3 clusters Score -9737972 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 61700 members 
Entering Unmasked Estep 
Score: -9738417.000000 Penalty: 5528.186035
	Iteration 27Q: 3 clusters Score -9738417 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 62753 members 
Entering Unmasked Estep 
Score: -9738889.000000 Penalty: 5528.186035
	Iteration 28Q: 3 clusters Score -9738889 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 63778 members 
Entering Unmasked Estep 
Score: -9739386.000000 Penalty: 5528.186035
	Iteration 29Q: 3 clusters Score -9739386 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 64724 members 
Entering Unmasked Estep 
Score: -9739879.000000 Penalty: 5528.186035
	Iteration 30Q: 3 clusters Score -9739879 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 65615 members 
Entering Unmasked Estep 
Score: -9740326.000000 Penalty: 5528.186035
	Iteration 31Q: 3 clusters Score -9740326 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 66355 members 
Entering Unmasked Estep 
Score: -9740764.000000 Penalty: 5528.186035
	Iteration 32Q: 3 clusters Score -9740764 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 66948 members 
Entering Unmasked Estep 
Score: -9741112.000000 Penalty: 5528.186035
	Iteration 33Q: 3 clusters Score -9741112 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 67426 members 
Entering Unmasked Estep 
Score: -9741406.000000 Penalty: 5528.186035
	Iteration 34Q: 3 clusters Score -9741406 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 67777 members 
Entering Unmasked Estep 
Score: -9741593.000000 Penalty: 5528.186035
	Iteration 35Q: 3 clusters Score -9741593 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 68015 members 
Entering Unmasked Estep 
Score: -9741710.000000 Penalty: 5528.186035
	Iteration 36Q: 3 clusters Score -9741710 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 68168 members 
Entering Unmasked Estep 
Score: -9741829.000000 Penalty: 5528.186035
	Iteration 37Q: 3 clusters Score -9741829 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 68286 members 
Entering Unmasked Estep 
Score: -9741901.000000 Penalty: 5528.186035
	Iteration 38Q: 3 clusters Score -9741901 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 68380 members 
Entering Unmasked Estep 
Score: -9741967.000000 Penalty: 5528.186035
	Iteration 39Q: 3 clusters Score -9741967 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 68453 members 
Entering Unmasked Estep 
Score: -9742025.000000 Penalty: 5528.186035
	Iteration 40F: 3 clusters Score -9742025 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 68506 members 
Entering Unmasked Estep 
Score: -9742061.000000 Penalty: 5528.186035
	Iteration 41Q: 3 clusters Score -9742061 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 68561 members 
Entering Unmasked Estep 
Score: -9742093.000000 Penalty: 5528.186035
	Iteration 42Q: 3 clusters Score -9742093 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 68594 members 
Entering Unmasked Estep 
Score: -9742111.000000 Penalty: 5528.186035
	Iteration 43Q: 3 clusters Score -9742111 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 68623 members 
Entering Unmasked Estep 
Score: -9742131.000000 Penalty: 5528.186035
	Iteration 44Q: 3 clusters Score -9742131 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 68642 members 
Entering Unmasked Estep 
Score: -9742137.000000 Penalty: 5528.186035
	Iteration 45Q: 3 clusters Score -9742137 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 68663 members 
Entering Unmasked Estep 
Score: -9742165.000000 Penalty: 5528.186035
	Iteration 46Q: 3 clusters Score -9742165 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 68677 members 
Entering Unmasked Estep 
Score: -9742169.000000 Penalty: 5528.186035
	Iteration 47Q: 3 clusters Score -9742169 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 68695 members 
Entering Unmasked Estep 
Score: -9742181.000000 Penalty: 5528.186035
	Iteration 48Q: 3 clusters Score -9742181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 68706 members 
Entering Unmasked Estep 
Score: -9742194.000000 Penalty: 5528.186035
	Iteration 49Q: 3 clusters Score -9742194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 68721 members 
Entering Unmasked Estep 
Score: -9742193.000000 Penalty: 5528.186035
	Iteration 50Q: 3 clusters Score -9742193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 68725 members 
Entering Unmasked Estep 
Score: -9742201.000000 Penalty: 5528.186035
	Iteration 51Q: 3 clusters Score -9742201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 68728 members 
Entering Unmasked Estep 
Score: -9742205.000000 Penalty: 5528.186035
	Iteration 52Q: 3 clusters Score -9742205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 68730 members 
Entering Unmasked Estep 
Score: -9742210.000000 Penalty: 5528.186035
	Iteration 53Q: 3 clusters Score -9742210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 68732 members 
Entering Unmasked Estep 
Score: -9742206.000000 Penalty: 5528.186035
	Iteration 54Q: 3 clusters Score -9742206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 68733 members 
Entering Unmasked Estep 
Score: -9742210.000000 Penalty: 5528.186035
	Iteration 55Q: 3 clusters Score -9742210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 68736 members 
Entering Unmasked Estep 
Score: -9742212.000000 Penalty: 5528.186035
	Iteration 56Q: 3 clusters Score -9742212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 68735 members 
Entering Unmasked Estep 
Score: -9742210.000000 Penalty: 5528.186035
	Iteration 57Q: 3 clusters Score -9742210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 68736 members 
Entering Unmasked Estep 
Score: -9742211.000000 Penalty: 5528.186035
	Iteration 58Q: 3 clusters Score -9742211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 68736 members 
Entering Unmasked Estep 
Score: -9742211.000000 Penalty: 5528.186035
	Iteration 59F: 3 clusters Score -9742211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Entering Unmasked Estep 
Score: -1119130.125000 Penalty: 2237.146729
	Iteration 0F: 2 clusters Score -1119130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1112539.750000 Penalty: 4474.293457
	Iteration 0F: 3 clusters Score -1112540 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1114363.250000 Penalty: 4474.293457
	Iteration 1F: 3 clusters Score -1114363 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1114720.500000 Penalty: 4474.293457
	Iteration 2F: 3 clusters Score -1114720 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1115022.250000 Penalty: 4474.293457
	Iteration 3F: 3 clusters Score -1115022 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1115281.750000 Penalty: 4474.293457
	Iteration 4F: 3 clusters Score -1115282 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1115551.875000 Penalty: 4474.293457
	Iteration 5Q: 3 clusters Score -1115552 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1115833.125000 Penalty: 4474.293457
	Iteration 6Q: 3 clusters Score -1115833 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1116072.625000 Penalty: 4474.293457
	Iteration 7Q: 3 clusters Score -1116073 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1116248.250000 Penalty: 4474.293457
	Iteration 8Q: 3 clusters Score -1116248 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1116397.375000 Penalty: 4474.293457
	Iteration 9Q: 3 clusters Score -1116397 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1116525.250000 Penalty: 4474.293457
	Iteration 10Q: 3 clusters Score -1116525 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1116662.375000 Penalty: 4474.293457
	Iteration 11Q: 3 clusters Score -1116662 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1116777.000000 Penalty: 4474.293457
	Iteration 12Q: 3 clusters Score -1116777 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1116887.500000 Penalty: 4474.293457
	Iteration 13Q: 3 clusters Score -1116888 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1116972.000000 Penalty: 4474.293457
	Iteration 14Q: 3 clusters Score -1116972 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1117039.125000 Penalty: 4474.293457
	Iteration 15Q: 3 clusters Score -1117039 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1117102.375000 Penalty: 4474.293457
	Iteration 16Q: 3 clusters Score -1117102 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1117157.750000 Penalty: 4474.293457
	Iteration 17Q: 3 clusters Score -1117158 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1117208.875000 Penalty: 4474.293457
	Iteration 18Q: 3 clusters Score -1117209 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1117240.250000 Penalty: 4474.293457
	Iteration 19Q: 3 clusters Score -1117240 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1117253.750000 Penalty: 4474.293457
	Iteration 20F: 3 clusters Score -1117254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1117271.625000 Penalty: 4474.293457
	Iteration 21Q: 3 clusters Score -1117272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1117283.250000 Penalty: 4474.293457
	Iteration 22Q: 3 clusters Score -1117283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1117290.000000 Penalty: 4474.293457
	Iteration 23Q: 3 clusters Score -1117290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1117295.375000 Penalty: 4474.293457
	Iteration 24Q: 3 clusters Score -1117295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1117297.000000 Penalty: 4474.293457
	Iteration 25Q: 3 clusters Score -1117297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1117301.500000 Penalty: 4474.293457
	Iteration 26Q: 3 clusters Score -1117302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1117303.625000 Penalty: 4474.293457
	Iteration 27Q: 3 clusters Score -1117304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1117306.750000 Penalty: 4474.293457
	Iteration 28Q: 3 clusters Score -1117307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1117309.750000 Penalty: 4474.293457
	Iteration 29Q: 3 clusters Score -1117310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1117309.750000 Penalty: 4474.293457
	Iteration 30Q: 3 clusters Score -1117310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1117309.750000 Penalty: 4474.293457
	Iteration 31F: 3 clusters Score -1117310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Entering Unmasked Estep 
Score: -416871.843750 Penalty: 1993.871094
	Iteration 0F: 2 clusters Score -416871.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -413549.093750 Penalty: 3987.742188
	Iteration 0F: 3 clusters Score -413549.1 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -414215.687500 Penalty: 3987.742188
	Iteration 1F: 3 clusters Score -414215.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -414370.062500 Penalty: 3987.742188
	Iteration 2F: 3 clusters Score -414370.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -414463.468750 Penalty: 3987.742188
	Iteration 3Q: 3 clusters Score -414463.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -414529.531250 Penalty: 3987.742188
	Iteration 4Q: 3 clusters Score -414529.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -414573.718750 Penalty: 3987.742188
	Iteration 5Q: 3 clusters Score -414573.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -414609.968750 Penalty: 3987.742188
	Iteration 6Q: 3 clusters Score -414610 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -414640.812500 Penalty: 3987.742188
	Iteration 7Q: 3 clusters Score -414640.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -414678.281250 Penalty: 3987.742188
	Iteration 8Q: 3 clusters Score -414678.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -414709.125000 Penalty: 3987.742188
	Iteration 9Q: 3 clusters Score -414709.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -414736.843750 Penalty: 3987.742188
	Iteration 10Q: 3 clusters Score -414736.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -414762.937500 Penalty: 3987.742188
	Iteration 11Q: 3 clusters Score -414762.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -414788.156250 Penalty: 3987.742188
	Iteration 12Q: 3 clusters Score -414788.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -414825.218750 Penalty: 3987.742188
	Iteration 13Q: 3 clusters Score -414825.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -414895.468750 Penalty: 3987.742188
	Iteration 14Q: 3 clusters Score -414895.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -414966.562500 Penalty: 3987.742188
	Iteration 15Q: 3 clusters Score -414966.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -415023.718750 Penalty: 3987.742188
	Iteration 16Q: 3 clusters Score -415023.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -415075.687500 Penalty: 3987.742188
	Iteration 17Q: 3 clusters Score -415075.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -415127.843750 Penalty: 3987.742188
	Iteration 18Q: 3 clusters Score -415127.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -415171.531250 Penalty: 3987.742188
	Iteration 19Q: 3 clusters Score -415171.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -415210.312500 Penalty: 3987.742188
	Iteration 20F: 3 clusters Score -415210.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -415239.093750 Penalty: 3987.742188
	Iteration 21Q: 3 clusters Score -415239.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -415271.312500 Penalty: 3987.742188
	Iteration 22Q: 3 clusters Score -415271.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -415302.718750 Penalty: 3987.742188
	Iteration 23Q: 3 clusters Score -415302.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -415327.843750 Penalty: 3987.742188
	Iteration 24Q: 3 clusters Score -415327.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -415348.906250 Penalty: 3987.742188
	Iteration 25Q: 3 clusters Score -415348.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -415364.312500 Penalty: 3987.742188
	Iteration 26Q: 3 clusters Score -415364.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -415378.625000 Penalty: 3987.742188
	Iteration 27Q: 3 clusters Score -415378.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -415386.281250 Penalty: 3987.742188
	Iteration 28Q: 3 clusters Score -415386.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -415394.968750 Penalty: 3987.742188
	Iteration 29Q: 3 clusters Score -415395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -415402.875000 Penalty: 3987.742188
	Iteration 30Q: 3 clusters Score -415402.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -415406.312500 Penalty: 3987.742188
	Iteration 31Q: 3 clusters Score -415406.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -415409.906250 Penalty: 3987.742188
	Iteration 32Q: 3 clusters Score -415409.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -415412.531250 Penalty: 3987.742188
	Iteration 33Q: 3 clusters Score -415412.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -415415.937500 Penalty: 3987.742188
	Iteration 34Q: 3 clusters Score -415415.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -415417.875000 Penalty: 3987.742188
	Iteration 35Q: 3 clusters Score -415417.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -415421.031250 Penalty: 3987.742188
	Iteration 36Q: 3 clusters Score -415421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -415425.343750 Penalty: 3987.742188
	Iteration 37Q: 3 clusters Score -415425.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -415430.750000 Penalty: 3987.742188
	Iteration 38Q: 3 clusters Score -415430.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -415432.968750 Penalty: 3987.742188
	Iteration 39Q: 3 clusters Score -415433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -415434.625000 Penalty: 3987.742188
	Iteration 40F: 3 clusters Score -415434.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -415438.406250 Penalty: 3987.742188
	Iteration 41Q: 3 clusters Score -415438.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -415441.750000 Penalty: 3987.742188
	Iteration 42Q: 3 clusters Score -415441.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -415447.187500 Penalty: 3987.742188
	Iteration 43Q: 3 clusters Score -415447.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -415451.406250 Penalty: 3987.742188
	Iteration 44Q: 3 clusters Score -415451.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -415453.437500 Penalty: 3987.742188
	Iteration 45Q: 3 clusters Score -415453.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -415457.593750 Penalty: 3987.742188
	Iteration 46Q: 3 clusters Score -415457.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -415460.406250 Penalty: 3987.742188
	Iteration 47Q: 3 clusters Score -415460.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -415463.343750 Penalty: 3987.742188
	Iteration 48Q: 3 clusters Score -415463.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -415465.468750 Penalty: 3987.742188
	Iteration 49Q: 3 clusters Score -415465.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -415466.343750 Penalty: 3987.742188
	Iteration 50Q: 3 clusters Score -415466.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -415467.093750 Penalty: 3987.742188
	Iteration 51Q: 3 clusters Score -415467.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -415467.531250 Penalty: 3987.742188
	Iteration 52Q: 3 clusters Score -415467.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -415468.156250 Penalty: 3987.742188
	Iteration 53Q: 3 clusters Score -415468.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -415469.250000 Penalty: 3987.742188
	Iteration 54Q: 3 clusters Score -415469.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -415469.531250 Penalty: 3987.742188
	Iteration 55Q: 3 clusters Score -415469.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -415469.187500 Penalty: 3987.742188
	Iteration 56Q: 3 clusters Score -415469.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -415470.781250 Penalty: 3987.742188
	Iteration 57Q: 3 clusters Score -415470.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -415470.781250 Penalty: 3987.742188
	Iteration 58F: 3 clusters Score -415470.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Entering Unmasked Estep 
Score: -548972.562500 Penalty: 2055.743652
	Iteration 0F: 2 clusters Score -548972.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -545089.375000 Penalty: 4111.487305
	Iteration 0F: 3 clusters Score -545089.4 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -545947.625000 Penalty: 4111.487305
	Iteration 1F: 3 clusters Score -545947.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -546155.625000 Penalty: 4111.487305
	Iteration 2F: 3 clusters Score -546155.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -546282.187500 Penalty: 4111.487305
	Iteration 3F: 3 clusters Score -546282.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -546391.187500 Penalty: 4111.487305
	Iteration 4Q: 3 clusters Score -546391.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -546483.812500 Penalty: 4111.487305
	Iteration 5Q: 3 clusters Score -546483.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -546589.875000 Penalty: 4111.487305
	Iteration 6Q: 3 clusters Score -546589.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -546702.125000 Penalty: 4111.487305
	Iteration 7Q: 3 clusters Score -546702.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -546850.125000 Penalty: 4111.487305
	Iteration 8Q: 3 clusters Score -546850.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -546984.937500 Penalty: 4111.487305
	Iteration 9Q: 3 clusters Score -546984.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -547121.437500 Penalty: 4111.487305
	Iteration 10Q: 3 clusters Score -547121.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -547238.062500 Penalty: 4111.487305
	Iteration 11Q: 3 clusters Score -547238.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -547338.312500 Penalty: 4111.487305
	Iteration 12Q: 3 clusters Score -547338.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -547406.562500 Penalty: 4111.487305
	Iteration 13Q: 3 clusters Score -547406.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -547445.062500 Penalty: 4111.487305
	Iteration 14Q: 3 clusters Score -547445.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -547475.375000 Penalty: 4111.487305
	Iteration 15Q: 3 clusters Score -547475.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -547515.312500 Penalty: 4111.487305
	Iteration 16Q: 3 clusters Score -547515.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -547555.625000 Penalty: 4111.487305
	Iteration 17Q: 3 clusters Score -547555.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -547576.187500 Penalty: 4111.487305
	Iteration 18Q: 3 clusters Score -547576.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -547593.000000 Penalty: 4111.487305
	Iteration 19Q: 3 clusters Score -547593 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -547608.875000 Penalty: 4111.487305
	Iteration 20F: 3 clusters Score -547608.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -547621.500000 Penalty: 4111.487305
	Iteration 21Q: 3 clusters Score -547621.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -547636.312500 Penalty: 4111.487305
	Iteration 22Q: 3 clusters Score -547636.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -547647.062500 Penalty: 4111.487305
	Iteration 23Q: 3 clusters Score -547647.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -547655.937500 Penalty: 4111.487305
	Iteration 24Q: 3 clusters Score -547655.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -547665.937500 Penalty: 4111.487305
	Iteration 25Q: 3 clusters Score -547665.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -547673.375000 Penalty: 4111.487305
	Iteration 26Q: 3 clusters Score -547673.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -547678.687500 Penalty: 4111.487305
	Iteration 27Q: 3 clusters Score -547678.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -547686.312500 Penalty: 4111.487305
	Iteration 28Q: 3 clusters Score -547686.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -547690.312500 Penalty: 4111.487305
	Iteration 29Q: 3 clusters Score -547690.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -547690.750000 Penalty: 4111.487305
	Iteration 30Q: 3 clusters Score -547690.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -547692.562500 Penalty: 4111.487305
	Iteration 31Q: 3 clusters Score -547692.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -547694.187500 Penalty: 4111.487305
	Iteration 32Q: 3 clusters Score -547694.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -547694.187500 Penalty: 4111.487305
	Iteration 33F: 3 clusters Score -547694.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (170580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170580 members 
Entering Unmasked Estep 
Score: -23811558.000000 Penalty: 2987.645996
	Iteration 0F: 2 clusters Score -2.381156e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85259 members 
Mstep: Class 2 contains 85321 members 
Entering Unmasked Estep 
Score: -23703856.000000 Penalty: 5975.291992
	Iteration 0F: 3 clusters Score -2.370386e+07 nChanged 81655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85966 members 
Mstep: Class 2 contains 84614 members 
Entering Unmasked Estep 
Score: -23751292.000000 Penalty: 5975.291992
	Iteration 1F: 3 clusters Score -2.375129e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86468 members 
Mstep: Class 2 contains 84112 members 
Entering Unmasked Estep 
Score: -23752702.000000 Penalty: 5975.291992
	Iteration 2Q: 3 clusters Score -2.37527e+07 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87373 members 
Mstep: Class 2 contains 83207 members 
Entering Unmasked Estep 
Score: -23754946.000000 Penalty: 5975.291992
	Iteration 3Q: 3 clusters Score -2.375495e+07 nChanged 7646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89053 members 
Mstep: Class 2 contains 81527 members 
Entering Unmasked Estep 
Score: -23758664.000000 Penalty: 5975.291992
	Iteration 4Q: 3 clusters Score -2.375866e+07 nChanged 9334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92103 members 
Mstep: Class 2 contains 78477 members 
Entering Unmasked Estep 
Score: -23763790.000000 Penalty: 5975.291992
	Iteration 5F: 3 clusters Score -2.376379e+07 nChanged 11111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97062 members 
Mstep: Class 2 contains 73518 members 
Entering Unmasked Estep 
Score: -23770404.000000 Penalty: 5975.291992
	Iteration 6F: 3 clusters Score -2.37704e+07 nChanged 12241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103949 members 
Mstep: Class 2 contains 66631 members 
Entering Unmasked Estep 
Score: -23779780.000000 Penalty: 5975.291992
	Iteration 7F: 3 clusters Score -2.377978e+07 nChanged 12075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111238 members 
Mstep: Class 2 contains 59342 members 
Entering Unmasked Estep 
Score: -23789852.000000 Penalty: 5975.291992
	Iteration 8F: 3 clusters Score -2.378985e+07 nChanged 9824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117076 members 
Mstep: Class 2 contains 53504 members 
Entering Unmasked Estep 
Score: -23796968.000000 Penalty: 5975.291992
	Iteration 9F: 3 clusters Score -2.379697e+07 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121247 members 
Mstep: Class 2 contains 49333 members 
Entering Unmasked Estep 
Score: -23800404.000000 Penalty: 5975.291992
	Iteration 10Q: 3 clusters Score -2.38004e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124699 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -23802236.000000 Penalty: 5975.291992
	Iteration 11Q: 3 clusters Score -2.380224e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127747 members 
Mstep: Class 2 contains 42833 members 
Entering Unmasked Estep 
Score: -23803366.000000 Penalty: 5975.291992
	Iteration 12Q: 3 clusters Score -2.380337e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130744 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
Score: -23804548.000000 Penalty: 5975.291992
	Iteration 13Q: 3 clusters Score -2.380455e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133614 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -23805650.000000 Penalty: 5975.291992
	Iteration 14Q: 3 clusters Score -2.380565e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136203 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -23806548.000000 Penalty: 5975.291992
	Iteration 15Q: 3 clusters Score -2.380655e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138666 members 
Mstep: Class 2 contains 31914 members 
Entering Unmasked Estep 
Score: -23807462.000000 Penalty: 5975.291992
	Iteration 16Q: 3 clusters Score -2.380746e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141045 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -23808248.000000 Penalty: 5975.291992
	Iteration 17Q: 3 clusters Score -2.380825e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143193 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -23808788.000000 Penalty: 5975.291992
	Iteration 18Q: 3 clusters Score -2.380879e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145241 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -23809516.000000 Penalty: 5975.291992
	Iteration 19Q: 3 clusters Score -2.380952e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147120 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -23809920.000000 Penalty: 5975.291992
	Iteration 20F: 3 clusters Score -2.380992e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148885 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -23810518.000000 Penalty: 5975.291992
	Iteration 21Q: 3 clusters Score -2.381052e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150584 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -23811064.000000 Penalty: 5975.291992
	Iteration 22Q: 3 clusters Score -2.381106e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152153 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -23811536.000000 Penalty: 5975.291992
	Iteration 23Q: 3 clusters Score -2.381154e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153600 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -23811876.000000 Penalty: 5975.291992
	Iteration 24Q: 3 clusters Score -2.381188e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154826 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -23811946.000000 Penalty: 5975.291992
	Iteration 25Q: 3 clusters Score -2.381195e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155949 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -23812194.000000 Penalty: 5975.291992
	Iteration 26Q: 3 clusters Score -2.381219e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157018 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -23812196.000000 Penalty: 5975.291992
	Iteration 27Q: 3 clusters Score -2.38122e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158051 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -23812232.000000 Penalty: 5975.291992
	Iteration 28Q: 3 clusters Score -2.381223e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159031 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -23812312.000000 Penalty: 5975.291992
	Iteration 29Q: 3 clusters Score -2.381231e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159983 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -23812272.000000 Penalty: 5975.291992
	Iteration 30Q: 3 clusters Score -2.381227e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160895 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -23812210.000000 Penalty: 5975.291992
	Iteration 31Q: 3 clusters Score -2.381221e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161703 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -23812160.000000 Penalty: 5975.291992
	Iteration 32Q: 3 clusters Score -2.381216e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162442 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -23812096.000000 Penalty: 5975.291992
	Iteration 33Q: 3 clusters Score -2.38121e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163091 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -23811960.000000 Penalty: 5975.291992
	Iteration 34Q: 3 clusters Score -2.381196e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163696 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -23811900.000000 Penalty: 5975.291992
	Iteration 35Q: 3 clusters Score -2.38119e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164235 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -23811836.000000 Penalty: 5975.291992
	Iteration 36Q: 3 clusters Score -2.381184e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164717 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -23811640.000000 Penalty: 5975.291992
	Iteration 37Q: 3 clusters Score -2.381164e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165131 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -23811462.000000 Penalty: 5975.291992
	Iteration 38Q: 3 clusters Score -2.381146e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165446 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -23811364.000000 Penalty: 5975.291992
	Iteration 39Q: 3 clusters Score -2.381136e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165714 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -23811302.000000 Penalty: 5975.291992
	Iteration 40F: 3 clusters Score -2.38113e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165968 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -23811232.000000 Penalty: 5975.291992
	Iteration 41Q: 3 clusters Score -2.381123e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166179 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -23811166.000000 Penalty: 5975.291992
	Iteration 42Q: 3 clusters Score -2.381117e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166339 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -23811180.000000 Penalty: 5975.291992
	Iteration 43Q: 3 clusters Score -2.381118e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166492 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -23811104.000000 Penalty: 5975.291992
	Iteration 44Q: 3 clusters Score -2.38111e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166622 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -23811060.000000 Penalty: 5975.291992
	Iteration 45Q: 3 clusters Score -2.381106e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166745 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -23811024.000000 Penalty: 5975.291992
	Iteration 46Q: 3 clusters Score -2.381102e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166861 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -23811026.000000 Penalty: 5975.291992
	Iteration 47Q: 3 clusters Score -2.381103e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166964 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -23810982.000000 Penalty: 5975.291992
	Iteration 48Q: 3 clusters Score -2.381098e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167049 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -23811022.000000 Penalty: 5975.291992
	Iteration 49Q: 3 clusters Score -2.381102e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167126 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -23811034.000000 Penalty: 5975.291992
	Iteration 50Q: 3 clusters Score -2.381103e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167196 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -23811074.000000 Penalty: 5975.291992
	Iteration 51Q: 3 clusters Score -2.381107e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167258 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -23811106.000000 Penalty: 5975.291992
	Iteration 52Q: 3 clusters Score -2.381111e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167301 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -23811152.000000 Penalty: 5975.291992
	Iteration 53Q: 3 clusters Score -2.381115e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167336 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -23811102.000000 Penalty: 5975.291992
	Iteration 54Q: 3 clusters Score -2.38111e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167380 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -23811080.000000 Penalty: 5975.291992
	Iteration 55Q: 3 clusters Score -2.381108e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167426 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -23811070.000000 Penalty: 5975.291992
	Iteration 56Q: 3 clusters Score -2.381107e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167465 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -23811060.000000 Penalty: 5975.291992
	Iteration 57Q: 3 clusters Score -2.381106e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167474 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -23811056.000000 Penalty: 5975.291992
	Iteration 58Q: 3 clusters Score -2.381106e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167484 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -23811046.000000 Penalty: 5975.291992
	Iteration 59Q: 3 clusters Score -2.381105e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167483 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -23811076.000000 Penalty: 5975.291992
	Iteration 60F: 3 clusters Score -2.381108e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167487 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -23811048.000000 Penalty: 5975.291992
	Iteration 61Q: 3 clusters Score -2.381105e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167473 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -23811088.000000 Penalty: 5975.291992
	Iteration 62Q: 3 clusters Score -2.381109e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167461 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -23811068.000000 Penalty: 5975.291992
	Iteration 63Q: 3 clusters Score -2.381107e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167453 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -23811090.000000 Penalty: 5975.291992
	Iteration 64Q: 3 clusters Score -2.381109e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167449 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -23811144.000000 Penalty: 5975.291992
	Iteration 65Q: 3 clusters Score -2.381114e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167432 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -23811176.000000 Penalty: 5975.291992
	Iteration 66Q: 3 clusters Score -2.381118e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167427 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -23811182.000000 Penalty: 5975.291992
	Iteration 67Q: 3 clusters Score -2.381118e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167428 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -23811186.000000 Penalty: 5975.291992
	Iteration 68Q: 3 clusters Score -2.381119e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167440 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -23811202.000000 Penalty: 5975.291992
	Iteration 69Q: 3 clusters Score -2.38112e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167440 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -23811200.000000 Penalty: 5975.291992
	Iteration 70Q: 3 clusters Score -2.38112e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167439 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -23811248.000000 Penalty: 5975.291992
	Iteration 71Q: 3 clusters Score -2.381125e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167448 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -23811252.000000 Penalty: 5975.291992
	Iteration 72Q: 3 clusters Score -2.381125e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167444 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -23811268.000000 Penalty: 5975.291992
	Iteration 73Q: 3 clusters Score -2.381127e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167445 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -23811294.000000 Penalty: 5975.291992
	Iteration 74Q: 3 clusters Score -2.381129e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167423 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -23811288.000000 Penalty: 5975.291992
	Iteration 75Q: 3 clusters Score -2.381129e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167410 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -23811302.000000 Penalty: 5975.291992
	Iteration 76Q: 3 clusters Score -2.38113e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167403 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -23811318.000000 Penalty: 5975.291992
	Iteration 77Q: 3 clusters Score -2.381132e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167405 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -23811348.000000 Penalty: 5975.291992
	Iteration 78Q: 3 clusters Score -2.381135e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167401 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -23811306.000000 Penalty: 5975.291992
	Iteration 79Q: 3 clusters Score -2.381131e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167392 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -23811324.000000 Penalty: 5975.291992
	Iteration 80F: 3 clusters Score -2.381132e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167388 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -23811326.000000 Penalty: 5975.291992
	Iteration 81Q: 3 clusters Score -2.381133e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167377 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -23811322.000000 Penalty: 5975.291992
	Iteration 82Q: 3 clusters Score -2.381132e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167365 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -23811324.000000 Penalty: 5975.291992
	Iteration 83Q: 3 clusters Score -2.381132e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167356 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -23811304.000000 Penalty: 5975.291992
	Iteration 84Q: 3 clusters Score -2.38113e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167343 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -23811318.000000 Penalty: 5975.291992
	Iteration 85Q: 3 clusters Score -2.381132e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167330 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -23811324.000000 Penalty: 5975.291992
	Iteration 86Q: 3 clusters Score -2.381132e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167309 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -23811346.000000 Penalty: 5975.291992
	Iteration 87Q: 3 clusters Score -2.381135e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167287 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -23811390.000000 Penalty: 5975.291992
	Iteration 88Q: 3 clusters Score -2.381139e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167262 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -23811436.000000 Penalty: 5975.291992
	Iteration 89Q: 3 clusters Score -2.381144e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167227 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -23811442.000000 Penalty: 5975.291992
	Iteration 90Q: 3 clusters Score -2.381144e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167198 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -23811466.000000 Penalty: 5975.291992
	Iteration 91Q: 3 clusters Score -2.381147e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167172 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -23811458.000000 Penalty: 5975.291992
	Iteration 92Q: 3 clusters Score -2.381146e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167159 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -23811466.000000 Penalty: 5975.291992
	Iteration 93Q: 3 clusters Score -2.381147e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167142 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -23811500.000000 Penalty: 5975.291992
	Iteration 94Q: 3 clusters Score -2.38115e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167127 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -23811522.000000 Penalty: 5975.291992
	Iteration 95Q: 3 clusters Score -2.381152e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167118 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -23811500.000000 Penalty: 5975.291992
	Iteration 96Q: 3 clusters Score -2.38115e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167121 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -23811486.000000 Penalty: 5975.291992
	Iteration 97Q: 3 clusters Score -2.381149e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167106 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -23811482.000000 Penalty: 5975.291992
	Iteration 98Q: 3 clusters Score -2.381148e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167094 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -23811472.000000 Penalty: 5975.291992
	Iteration 99Q: 3 clusters Score -2.381147e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167084 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -23811454.000000 Penalty: 5975.291992
	Iteration 100F: 3 clusters Score -2.381145e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167070 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -23811438.000000 Penalty: 5975.291992
	Iteration 101Q: 3 clusters Score -2.381144e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167063 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -23811454.000000 Penalty: 5975.291992
	Iteration 102Q: 3 clusters Score -2.381145e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167054 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -23811468.000000 Penalty: 5975.291992
	Iteration 103Q: 3 clusters Score -2.381147e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167048 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -23811500.000000 Penalty: 5975.291992
	Iteration 104Q: 3 clusters Score -2.38115e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167050 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -23811520.000000 Penalty: 5975.291992
	Iteration 105Q: 3 clusters Score -2.381152e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167049 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -23811500.000000 Penalty: 5975.291992
	Iteration 106Q: 3 clusters Score -2.38115e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167042 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -23811478.000000 Penalty: 5975.291992
	Iteration 107Q: 3 clusters Score -2.381148e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167040 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -23811510.000000 Penalty: 5975.291992
	Iteration 108Q: 3 clusters Score -2.381151e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167036 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -23811556.000000 Penalty: 5975.291992
	Iteration 109Q: 3 clusters Score -2.381156e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167032 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -23811532.000000 Penalty: 5975.291992
	Iteration 110Q: 3 clusters Score -2.381153e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167029 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -23811554.000000 Penalty: 5975.291992
	Iteration 111Q: 3 clusters Score -2.381155e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167030 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -23811582.000000 Penalty: 5975.291992
	Iteration 112Q: 3 clusters Score -2.381158e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167029 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -23811586.000000 Penalty: 5975.291992
	Iteration 113Q: 3 clusters Score -2.381159e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167039 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -23811590.000000 Penalty: 5975.291992
	Iteration 114Q: 3 clusters Score -2.381159e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167039 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -23811588.000000 Penalty: 5975.291992
	Iteration 115Q: 3 clusters Score -2.381159e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167028 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -23811570.000000 Penalty: 5975.291992
	Iteration 116Q: 3 clusters Score -2.381157e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167018 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -23811556.000000 Penalty: 5975.291992
	Iteration 117Q: 3 clusters Score -2.381156e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166996 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -23811554.000000 Penalty: 5975.291992
	Iteration 118Q: 3 clusters Score -2.381155e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166983 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -23811546.000000 Penalty: 5975.291992
	Iteration 119Q: 3 clusters Score -2.381155e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166969 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -23811558.000000 Penalty: 5975.291992
	Iteration 120F: 3 clusters Score -2.381156e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166950 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -23811560.000000 Penalty: 5975.291992
	Iteration 121Q: 3 clusters Score -2.381156e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166932 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -23811572.000000 Penalty: 5975.291992
	Iteration 122Q: 3 clusters Score -2.381157e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166911 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -23811568.000000 Penalty: 5975.291992
	Iteration 123Q: 3 clusters Score -2.381157e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166893 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -23811580.000000 Penalty: 5975.291992
	Iteration 124Q: 3 clusters Score -2.381158e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166874 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -23811574.000000 Penalty: 5975.291992
	Iteration 125Q: 3 clusters Score -2.381157e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166857 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -23811580.000000 Penalty: 5975.291992
	Iteration 126Q: 3 clusters Score -2.381158e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166838 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -23811572.000000 Penalty: 5975.291992
	Iteration 127Q: 3 clusters Score -2.381157e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166825 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -23811588.000000 Penalty: 5975.291992
	Iteration 128Q: 3 clusters Score -2.381159e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166811 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -23811614.000000 Penalty: 5975.291992
	Iteration 129Q: 3 clusters Score -2.381161e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166798 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -23811606.000000 Penalty: 5975.291992
	Iteration 130Q: 3 clusters Score -2.381161e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166785 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -23811626.000000 Penalty: 5975.291992
	Iteration 131Q: 3 clusters Score -2.381163e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166770 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -23811616.000000 Penalty: 5975.291992
	Iteration 132Q: 3 clusters Score -2.381162e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166751 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -23811622.000000 Penalty: 5975.291992
	Iteration 133Q: 3 clusters Score -2.381162e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166738 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -23811618.000000 Penalty: 5975.291992
	Iteration 134Q: 3 clusters Score -2.381162e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166728 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -23811610.000000 Penalty: 5975.291992
	Iteration 135Q: 3 clusters Score -2.381161e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166721 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -23811618.000000 Penalty: 5975.291992
	Iteration 136Q: 3 clusters Score -2.381162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166717 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -23811614.000000 Penalty: 5975.291992
	Iteration 137Q: 3 clusters Score -2.381161e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166711 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -23811616.000000 Penalty: 5975.291992
	Iteration 138Q: 3 clusters Score -2.381162e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166703 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -23811626.000000 Penalty: 5975.291992
	Iteration 139Q: 3 clusters Score -2.381163e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166700 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -23811620.000000 Penalty: 5975.291992
	Iteration 140F: 3 clusters Score -2.381162e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166698 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -23811632.000000 Penalty: 5975.291992
	Iteration 141Q: 3 clusters Score -2.381163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166696 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -23811638.000000 Penalty: 5975.291992
	Iteration 142Q: 3 clusters Score -2.381164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166695 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -23811640.000000 Penalty: 5975.291992
	Iteration 143Q: 3 clusters Score -2.381164e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166698 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -23811650.000000 Penalty: 5975.291992
	Iteration 144Q: 3 clusters Score -2.381165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166698 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -23811646.000000 Penalty: 5975.291992
	Iteration 145Q: 3 clusters Score -2.381165e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166689 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -23811648.000000 Penalty: 5975.291992
	Iteration 146Q: 3 clusters Score -2.381165e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166680 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -23811644.000000 Penalty: 5975.291992
	Iteration 147Q: 3 clusters Score -2.381164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166676 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -23811642.000000 Penalty: 5975.291992
	Iteration 148Q: 3 clusters Score -2.381164e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166675 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -23811652.000000 Penalty: 5975.291992
	Iteration 149Q: 3 clusters Score -2.381165e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166673 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -23811656.000000 Penalty: 5975.291992
	Iteration 150Q: 3 clusters Score -2.381166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166672 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -23811652.000000 Penalty: 5975.291992
	Iteration 151Q: 3 clusters Score -2.381165e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166666 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -23811678.000000 Penalty: 5975.291992
	Iteration 152Q: 3 clusters Score -2.381168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166666 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -23811672.000000 Penalty: 5975.291992
	Iteration 153Q: 3 clusters Score -2.381167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166663 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -23811678.000000 Penalty: 5975.291992
	Iteration 154Q: 3 clusters Score -2.381168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166663 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -23811682.000000 Penalty: 5975.291992
	Iteration 155Q: 3 clusters Score -2.381168e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166664 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -23811682.000000 Penalty: 5975.291992
	Iteration 156Q: 3 clusters Score -2.381168e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166664 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -23811682.000000 Penalty: 5975.291992
	Iteration 157F: 3 clusters Score -2.381168e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 102966 members 
Mstep: Class 2 contains 39106 members 
Mstep: Class 3 contains 33337 members 
Mstep: Class 4 contains 117387 members 
Mstep: Class 5 contains 44968 members 
Mstep: Class 6 contains 170352 members 
Mstep: Class 7 contains 30647 members 
Mstep: Class 8 contains 839 members 
Mstep: Class 9 contains 69254 members 
Mstep: Class 10 contains 8273 members 
Mstep: Class 11 contains 3102 members 
Mstep: Class 12 contains 3981 members 
Mstep: Class 13 contains 166664 members 
Mstep: Class 14 contains 604 members 
Mstep: Class 15 contains 1976 members 
Mstep: Class 16 contains 1057 members 
Mstep: Class 17 contains 27962 members 
Mstep: Class 18 contains 20793 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2221 members 
Mstep: Class 21 contains 107935 members 
Mstep: Class 22 contains 2303 members 
Mstep: Class 23 contains 749 members 
Mstep: Class 24 contains 3916 members 
Entering Unmasked Estep 
Score: -132669712.000000 Penalty: 81993.640625
Splitting cluster 13 changes total score from -132664352.000000 to -132669712.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 14 (604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Entering Unmasked Estep 
Score: -76479.718750 Penalty: 1588.086304
	Iteration 0F: 2 clusters Score -76479.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -74912.132812 Penalty: 3176.172607
	Iteration 0F: 3 clusters Score -74912.13 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -75136.968750 Penalty: 3176.172607
	Iteration 1F: 3 clusters Score -75136.97 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -75246.867188 Penalty: 3176.172607
	Iteration 2F: 3 clusters Score -75246.87 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -75323.265625 Penalty: 3176.172607
	Iteration 3Q: 3 clusters Score -75323.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -75368.062500 Penalty: 3176.172607
	Iteration 4Q: 3 clusters Score -75368.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -75388.171875 Penalty: 3176.172607
	Iteration 5Q: 3 clusters Score -75388.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -75401.726562 Penalty: 3176.172607
	Iteration 6Q: 3 clusters Score -75401.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -75411.929688 Penalty: 3176.172607
	Iteration 7Q: 3 clusters Score -75411.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -75414.117188 Penalty: 3176.172607
	Iteration 8Q: 3 clusters Score -75414.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -75417.531250 Penalty: 3176.172607
	Iteration 9Q: 3 clusters Score -75417.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -75422.601562 Penalty: 3176.172607
	Iteration 10Q: 3 clusters Score -75422.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -75423.039062 Penalty: 3176.172607
	Iteration 11Q: 3 clusters Score -75423.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -75423.039062 Penalty: 3176.172607
	Iteration 12F: 3 clusters Score -75423.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Entering Unmasked Estep 
Score: -278345.093750 Penalty: 1882.029785
	Iteration 0F: 2 clusters Score -278345.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -275716.250000 Penalty: 3764.059570
	Iteration 0F: 3 clusters Score -275716.2 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -276218.031250 Penalty: 3764.059570
	Iteration 1F: 3 clusters Score -276218 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -276318.437500 Penalty: 3764.059570
	Iteration 2F: 3 clusters Score -276318.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -276388.125000 Penalty: 3764.059570
	Iteration 3Q: 3 clusters Score -276388.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -276447.656250 Penalty: 3764.059570
	Iteration 4Q: 3 clusters Score -276447.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -276499.875000 Penalty: 3764.059570
	Iteration 5Q: 3 clusters Score -276499.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -276534.375000 Penalty: 3764.059570
	Iteration 6Q: 3 clusters Score -276534.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -276566.281250 Penalty: 3764.059570
	Iteration 7Q: 3 clusters Score -276566.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -276597.468750 Penalty: 3764.059570
	Iteration 8Q: 3 clusters Score -276597.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -276609.500000 Penalty: 3764.059570
	Iteration 9Q: 3 clusters Score -276609.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -276616.687500 Penalty: 3764.059570
	Iteration 10Q: 3 clusters Score -276616.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -276627.062500 Penalty: 3764.059570
	Iteration 11Q: 3 clusters Score -276627.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -276634.156250 Penalty: 3764.059570
	Iteration 12Q: 3 clusters Score -276634.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -276639.281250 Penalty: 3764.059570
	Iteration 13Q: 3 clusters Score -276639.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -276643.156250 Penalty: 3764.059570
	Iteration 14Q: 3 clusters Score -276643.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -276645.468750 Penalty: 3764.059570
	Iteration 15Q: 3 clusters Score -276645.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -276646.750000 Penalty: 3764.059570
	Iteration 16Q: 3 clusters Score -276646.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -276649.906250 Penalty: 3764.059570
	Iteration 17Q: 3 clusters Score -276649.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -276651.281250 Penalty: 3764.059570
	Iteration 18Q: 3 clusters Score -276651.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -276653.656250 Penalty: 3764.059570
	Iteration 19Q: 3 clusters Score -276653.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -276655.062500 Penalty: 3764.059570
	Iteration 20F: 3 clusters Score -276655.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -110020.078125 Penalty: 1726.871094
	Iteration 0F: 2 clusters Score -110020.1 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 500 members 
Entering Unmasked Estep 
Score: -108443.187500 Penalty: 3453.742188
	Iteration 0F: 3 clusters Score -108443.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -110551.882812 Penalty: 3453.742188
	Iteration 1F: 3 clusters Score -110551.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -112424.570312 Penalty: 3453.742188
	Iteration 2F: 3 clusters Score -112424.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -112826.890625 Penalty: 3453.742188
	Iteration 3F: 3 clusters Score -112826.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -112958.453125 Penalty: 3453.742188
	Iteration 4Q: 3 clusters Score -112958.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -113095.695312 Penalty: 3453.742188
	Iteration 5Q: 3 clusters Score -113095.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -113243.531250 Penalty: 3453.742188
	Iteration 6Q: 3 clusters Score -113243.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -113296.765625 Penalty: 3453.742188
	Iteration 7Q: 3 clusters Score -113296.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -113327.562500 Penalty: 3453.742188
	Iteration 8Q: 3 clusters Score -113327.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -113358.828125 Penalty: 3453.742188
	Iteration 9Q: 3 clusters Score -113358.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -113372.976562 Penalty: 3453.742188
	Iteration 10Q: 3 clusters Score -113373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -113385.218750 Penalty: 3453.742188
	Iteration 11Q: 3 clusters Score -113385.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -113387.382812 Penalty: 3453.742188
	Iteration 12Q: 3 clusters Score -113387.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -113393.203125 Penalty: 3453.742188
	Iteration 13Q: 3 clusters Score -113393.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -113396.968750 Penalty: 3453.742188
	Iteration 14Q: 3 clusters Score -113397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -113400.851562 Penalty: 3453.742188
	Iteration 15Q: 3 clusters Score -113400.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -113403.007812 Penalty: 3453.742188
	Iteration 16Q: 3 clusters Score -113403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -113577.304688 Penalty: 3453.742188
	Iteration 17F: 3 clusters Score -113577.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -115560.156250 Penalty: 3453.742188
	Iteration 18Q: 3 clusters Score -115560.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -115589.765625 Penalty: 3453.742188
	Iteration 19Q: 3 clusters Score -115589.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -115607.476562 Penalty: 3453.742188
	Iteration 20F: 3 clusters Score -115607.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -115623.328125 Penalty: 3453.742188
	Iteration 21Q: 3 clusters Score -115623.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -115623.328125 Penalty: 3453.742188
	Iteration 22F: 3 clusters Score -115623.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 102966 members 
Mstep: Class 2 contains 39106 members 
Mstep: Class 3 contains 33337 members 
Mstep: Class 4 contains 117387 members 
Mstep: Class 5 contains 44968 members 
Mstep: Class 6 contains 170352 members 
Mstep: Class 7 contains 30647 members 
Mstep: Class 8 contains 839 members 
Mstep: Class 9 contains 69254 members 
Mstep: Class 10 contains 8273 members 
Mstep: Class 11 contains 3102 members 
Mstep: Class 12 contains 3981 members 
Mstep: Class 13 contains 166664 members 
Mstep: Class 14 contains 604 members 
Mstep: Class 15 contains 1976 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 27962 members 
Mstep: Class 18 contains 20793 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2221 members 
Mstep: Class 21 contains 107935 members 
Mstep: Class 22 contains 2303 members 
Mstep: Class 23 contains 749 members 
Mstep: Class 24 contains 3916 members 
Mstep: Class 25 contains 200 members 
Entering Unmasked Estep 
Score: -132673776.000000 Penalty: 85410.039062
Splitting cluster 16 changes total score from -132664352.000000 to -132673776.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 17 (27962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Entering Unmasked Estep 
Score: -3966862.250000 Penalty: 2539.173340
	Iteration 0F: 2 clusters Score -3966862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -3947618.000000 Penalty: 5078.346680
	Iteration 0F: 3 clusters Score -3947618 nChanged 12600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -3954609.750000 Penalty: 5078.346680
	Iteration 1F: 3 clusters Score -3954610 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -3955059.500000 Penalty: 5078.346680
	Iteration 2Q: 3 clusters Score -3955060 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -3955436.500000 Penalty: 5078.346680
	Iteration 3Q: 3 clusters Score -3955436 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -3955732.750000 Penalty: 5078.346680
	Iteration 4Q: 3 clusters Score -3955733 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -3955980.500000 Penalty: 5078.346680
	Iteration 5Q: 3 clusters Score -3955980 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -3956181.000000 Penalty: 5078.346680
	Iteration 6Q: 3 clusters Score -3956181 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -3956376.250000 Penalty: 5078.346680
	Iteration 7Q: 3 clusters Score -3956376 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -3956609.500000 Penalty: 5078.346680
	Iteration 8Q: 3 clusters Score -3956610 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -3956823.250000 Penalty: 5078.346680
	Iteration 9Q: 3 clusters Score -3956823 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -3957098.000000 Penalty: 5078.346680
	Iteration 10Q: 3 clusters Score -3957098 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -3957423.500000 Penalty: 5078.346680
	Iteration 11Q: 3 clusters Score -3957424 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -3957858.750000 Penalty: 5078.346680
	Iteration 12Q: 3 clusters Score -3957859 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -3958458.000000 Penalty: 5078.346680
	Iteration 13Q: 3 clusters Score -3958458 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -3959216.750000 Penalty: 5078.346680
	Iteration 14Q: 3 clusters Score -3959217 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -3960156.750000 Penalty: 5078.346680
	Iteration 15Q: 3 clusters Score -3960157 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -3961143.500000 Penalty: 5078.346680
	Iteration 16Q: 3 clusters Score -3961144 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -3962053.250000 Penalty: 5078.346680
	Iteration 17Q: 3 clusters Score -3962053 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -3962811.750000 Penalty: 5078.346680
	Iteration 18Q: 3 clusters Score -3962812 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -3963392.750000 Penalty: 5078.346680
	Iteration 19Q: 3 clusters Score -3963393 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -3963818.500000 Penalty: 5078.346680
	Iteration 20F: 3 clusters Score -3963818 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -3964118.000000 Penalty: 5078.346680
	Iteration 21Q: 3 clusters Score -3964118 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -3964345.000000 Penalty: 5078.346680
	Iteration 22Q: 3 clusters Score -3964345 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -3964503.250000 Penalty: 5078.346680
	Iteration 23Q: 3 clusters Score -3964503 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -3964580.500000 Penalty: 5078.346680
	Iteration 24Q: 3 clusters Score -3964580 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -3964638.750000 Penalty: 5078.346680
	Iteration 25Q: 3 clusters Score -3964639 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -3964681.250000 Penalty: 5078.346680
	Iteration 26Q: 3 clusters Score -3964681 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -3964724.500000 Penalty: 5078.346680
	Iteration 27Q: 3 clusters Score -3964724 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -3964756.000000 Penalty: 5078.346680
	Iteration 28Q: 3 clusters Score -3964756 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -3964771.000000 Penalty: 5078.346680
	Iteration 29Q: 3 clusters Score -3964771 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -3964777.750000 Penalty: 5078.346680
	Iteration 30Q: 3 clusters Score -3964778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -3964798.500000 Penalty: 5078.346680
	Iteration 31Q: 3 clusters Score -3964798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -3964807.250000 Penalty: 5078.346680
	Iteration 32Q: 3 clusters Score -3964807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -3964810.250000 Penalty: 5078.346680
	Iteration 33Q: 3 clusters Score -3964810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -3964819.500000 Penalty: 5078.346680
	Iteration 34Q: 3 clusters Score -3964820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -3964826.000000 Penalty: 5078.346680
	Iteration 35Q: 3 clusters Score -3964826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -3964829.750000 Penalty: 5078.346680
	Iteration 36Q: 3 clusters Score -3964830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -3964833.000000 Penalty: 5078.346680
	Iteration 37Q: 3 clusters Score -3964833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -3964834.000000 Penalty: 5078.346680
	Iteration 38Q: 3 clusters Score -3964834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -3964837.500000 Penalty: 5078.346680
	Iteration 39Q: 3 clusters Score -3964838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -3964837.750000 Penalty: 5078.346680
	Iteration 40F: 3 clusters Score -3964838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -3964840.250000 Penalty: 5078.346680
	Iteration 41Q: 3 clusters Score -3964840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -3964838.000000 Penalty: 5078.346680
	Iteration 42Q: 3 clusters Score -3964838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -3964838.000000 Penalty: 5078.346680
	Iteration 43F: 3 clusters Score -3964838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Entering Unmasked Estep 
Score: -2933851.750000 Penalty: 2465.708008
	Iteration 0F: 2 clusters Score -2933852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -2919350.250000 Penalty: 4931.416016
	Iteration 0F: 3 clusters Score -2919350 nChanged 9075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2923991.250000 Penalty: 4931.416016
	Iteration 1F: 3 clusters Score -2923991 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -2924368.500000 Penalty: 4931.416016
	Iteration 2F: 3 clusters Score -2924368 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -2924642.000000 Penalty: 4931.416016
	Iteration 3Q: 3 clusters Score -2924642 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2924895.500000 Penalty: 4931.416016
	Iteration 4Q: 3 clusters Score -2924896 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -2925115.500000 Penalty: 4931.416016
	Iteration 5Q: 3 clusters Score -2925116 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -2925316.000000 Penalty: 4931.416016
	Iteration 6Q: 3 clusters Score -2925316 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2925531.250000 Penalty: 4931.416016
	Iteration 7Q: 3 clusters Score -2925531 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2925806.500000 Penalty: 4931.416016
	Iteration 8Q: 3 clusters Score -2925806 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2926125.250000 Penalty: 4931.416016
	Iteration 9Q: 3 clusters Score -2926125 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -2926535.500000 Penalty: 4931.416016
	Iteration 10Q: 3 clusters Score -2926536 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -2927067.250000 Penalty: 4931.416016
	Iteration 11Q: 3 clusters Score -2927067 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -2927784.000000 Penalty: 4931.416016
	Iteration 12F: 3 clusters Score -2927784 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -2928574.250000 Penalty: 4931.416016
	Iteration 13F: 3 clusters Score -2928574 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2929378.500000 Penalty: 4931.416016
	Iteration 14Q: 3 clusters Score -2929378 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2930156.250000 Penalty: 4931.416016
	Iteration 15Q: 3 clusters Score -2930156 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2930770.500000 Penalty: 4931.416016
	Iteration 16Q: 3 clusters Score -2930770 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2931177.250000 Penalty: 4931.416016
	Iteration 17Q: 3 clusters Score -2931177 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2931434.250000 Penalty: 4931.416016
	Iteration 18Q: 3 clusters Score -2931434 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2931553.500000 Penalty: 4931.416016
	Iteration 19Q: 3 clusters Score -2931554 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2931623.000000 Penalty: 4931.416016
	Iteration 20F: 3 clusters Score -2931623 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2931654.000000 Penalty: 4931.416016
	Iteration 21Q: 3 clusters Score -2931654 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2931681.500000 Penalty: 4931.416016
	Iteration 22Q: 3 clusters Score -2931682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2931700.750000 Penalty: 4931.416016
	Iteration 23Q: 3 clusters Score -2931701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2931711.000000 Penalty: 4931.416016
	Iteration 24Q: 3 clusters Score -2931711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2931724.500000 Penalty: 4931.416016
	Iteration 25Q: 3 clusters Score -2931724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2931726.500000 Penalty: 4931.416016
	Iteration 26Q: 3 clusters Score -2931726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2931735.250000 Penalty: 4931.416016
	Iteration 27Q: 3 clusters Score -2931735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2931740.750000 Penalty: 4931.416016
	Iteration 28Q: 3 clusters Score -2931741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2931744.500000 Penalty: 4931.416016
	Iteration 29Q: 3 clusters Score -2931744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2931747.500000 Penalty: 4931.416016
	Iteration 30Q: 3 clusters Score -2931748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2931747.500000 Penalty: 4931.416016
	Iteration 31F: 3 clusters Score -2931748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -88619.976562 Penalty: 1605.907349
	Iteration 0F: 2 clusters Score -88619.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -86973.335938 Penalty: 3211.814697
	Iteration 0F: 3 clusters Score -86973.34 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -87193.046875 Penalty: 3211.814697
	Iteration 1F: 3 clusters Score -87193.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -87241.625000 Penalty: 3211.814697
	Iteration 2Q: 3 clusters Score -87241.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -87259.585938 Penalty: 3211.814697
	Iteration 3Q: 3 clusters Score -87259.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -87267.835938 Penalty: 3211.814697
	Iteration 4Q: 3 clusters Score -87267.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -87274.093750 Penalty: 3211.814697
	Iteration 5Q: 3 clusters Score -87274.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -87279.054688 Penalty: 3211.814697
	Iteration 6Q: 3 clusters Score -87279.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -87279.054688 Penalty: 3211.814697
	Iteration 7F: 3 clusters Score -87279.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Entering Unmasked Estep 
Score: -298493.468750 Penalty: 1911.016724
	Iteration 0F: 2 clusters Score -298493.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -295688.187500 Penalty: 3822.033447
	Iteration 0F: 3 clusters Score -295688.2 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -296365.812500 Penalty: 3822.033447
	Iteration 1F: 3 clusters Score -296365.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -296848.031250 Penalty: 3822.033447
	Iteration 2F: 3 clusters Score -296848 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -297685.687500 Penalty: 3822.033447
	Iteration 3F: 3 clusters Score -297685.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -298626.156250 Penalty: 3822.033447
	Iteration 4F: 3 clusters Score -298626.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -299577.531250 Penalty: 3822.033447
	Iteration 5F: 3 clusters Score -299577.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -300081.031250 Penalty: 3822.033447
	Iteration 6Q: 3 clusters Score -300081 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -300235.343750 Penalty: 3822.033447
	Iteration 7Q: 3 clusters Score -300235.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -300331.812500 Penalty: 3822.033447
	Iteration 8Q: 3 clusters Score -300331.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -300431.187500 Penalty: 3822.033447
	Iteration 9Q: 3 clusters Score -300431.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -300584.812500 Penalty: 3822.033447
	Iteration 10Q: 3 clusters Score -300584.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -300783.937500 Penalty: 3822.033447
	Iteration 11Q: 3 clusters Score -300783.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -300956.250000 Penalty: 3822.033447
	Iteration 12Q: 3 clusters Score -300956.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -300972.562500 Penalty: 3822.033447
	Iteration 13Q: 3 clusters Score -300972.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -300972.562500 Penalty: 3822.033447
	Iteration 14F: 3 clusters Score -300972.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 102966 members 
Mstep: Class 2 contains 39106 members 
Mstep: Class 3 contains 33337 members 
Mstep: Class 4 contains 117387 members 
Mstep: Class 5 contains 44968 members 
Mstep: Class 6 contains 170352 members 
Mstep: Class 7 contains 30647 members 
Mstep: Class 8 contains 839 members 
Mstep: Class 9 contains 69254 members 
Mstep: Class 10 contains 8273 members 
Mstep: Class 11 contains 3102 members 
Mstep: Class 12 contains 3981 members 
Mstep: Class 13 contains 166664 members 
Mstep: Class 14 contains 604 members 
Mstep: Class 15 contains 1976 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 27962 members 
Mstep: Class 18 contains 20793 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 107935 members 
Mstep: Class 22 contains 2303 members 
Mstep: Class 23 contains 749 members 
Mstep: Class 24 contains 3916 members 
Mstep: Class 25 contains 200 members 
Mstep: Class 26 contains 579 members 
Entering Unmasked Estep 
Score: -132674680.000000 Penalty: 88826.445312
Splitting cluster 20 changes total score from -132664352.000000 to -132674680.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 21 (107935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107935 members 
Entering Unmasked Estep 
Score: -15276146.000000 Penalty: 2874.142578
	Iteration 0F: 2 clusters Score -1.527615e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54190 members 
Mstep: Class 2 contains 53745 members 
Entering Unmasked Estep 
Score: -15204942.000000 Penalty: 5748.285156
	Iteration 0F: 3 clusters Score -1.520494e+07 nChanged 51471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57051 members 
Mstep: Class 2 contains 50884 members 
Entering Unmasked Estep 
Score: -15234322.000000 Penalty: 5748.285156
	Iteration 1F: 3 clusters Score -1.523432e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58845 members 
Mstep: Class 2 contains 49090 members 
Entering Unmasked Estep 
Score: -15235214.000000 Penalty: 5748.285156
	Iteration 2Q: 3 clusters Score -1.523521e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61524 members 
Mstep: Class 2 contains 46411 members 
Entering Unmasked Estep 
Score: -15236489.000000 Penalty: 5748.285156
	Iteration 3Q: 3 clusters Score -1.523649e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65496 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
Score: -15238440.000000 Penalty: 5748.285156
	Iteration 4Q: 3 clusters Score -1.523844e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71282 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -15241909.000000 Penalty: 5748.285156
	Iteration 5F: 3 clusters Score -1.524191e+07 nChanged 7879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78935 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -15247718.000000 Penalty: 5748.285156
	Iteration 6F: 3 clusters Score -1.524772e+07 nChanged 9375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88140 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -15256138.000000 Penalty: 5748.285156
	Iteration 7F: 3 clusters Score -1.525614e+07 nChanged 8804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96754 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -15264576.000000 Penalty: 5748.285156
	Iteration 8F: 3 clusters Score -1.526458e+07 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102621 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -15270101.000000 Penalty: 5748.285156
	Iteration 9F: 3 clusters Score -1.52701e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105341 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -15272646.000000 Penalty: 5748.285156
	Iteration 10Q: 3 clusters Score -1.527265e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106252 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -15273702.000000 Penalty: 5748.285156
	Iteration 11Q: 3 clusters Score -1.52737e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106517 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -15274263.000000 Penalty: 5748.285156
	Iteration 12Q: 3 clusters Score -1.527426e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106583 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -15274545.000000 Penalty: 5748.285156
	Iteration 13Q: 3 clusters Score -1.527454e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106581 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -15274720.000000 Penalty: 5748.285156
	Iteration 14Q: 3 clusters Score -1.527472e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106554 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -15274814.000000 Penalty: 5748.285156
	Iteration 15Q: 3 clusters Score -1.527481e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106538 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -15274863.000000 Penalty: 5748.285156
	Iteration 16Q: 3 clusters Score -1.527486e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106518 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -15274875.000000 Penalty: 5748.285156
	Iteration 17Q: 3 clusters Score -1.527488e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106502 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -15274888.000000 Penalty: 5748.285156
	Iteration 18Q: 3 clusters Score -1.527489e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106481 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -15274904.000000 Penalty: 5748.285156
	Iteration 19Q: 3 clusters Score -1.52749e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106461 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -15274928.000000 Penalty: 5748.285156
	Iteration 20F: 3 clusters Score -1.527493e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106448 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -15274920.000000 Penalty: 5748.285156
	Iteration 21Q: 3 clusters Score -1.527492e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106436 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -15274920.000000 Penalty: 5748.285156
	Iteration 22Q: 3 clusters Score -1.527492e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106427 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -15274925.000000 Penalty: 5748.285156
	Iteration 23Q: 3 clusters Score -1.527492e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106418 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -15274928.000000 Penalty: 5748.285156
	Iteration 24Q: 3 clusters Score -1.527493e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106417 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -15274945.000000 Penalty: 5748.285156
	Iteration 25Q: 3 clusters Score -1.527494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106415 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -15274953.000000 Penalty: 5748.285156
	Iteration 26Q: 3 clusters Score -1.527495e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106414 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -15274951.000000 Penalty: 5748.285156
	Iteration 27Q: 3 clusters Score -1.527495e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106412 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -15274945.000000 Penalty: 5748.285156
	Iteration 28Q: 3 clusters Score -1.527494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106412 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -15274949.000000 Penalty: 5748.285156
	Iteration 29Q: 3 clusters Score -1.527495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106413 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -15274957.000000 Penalty: 5748.285156
	Iteration 30Q: 3 clusters Score -1.527496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106413 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -15274959.000000 Penalty: 5748.285156
	Iteration 31Q: 3 clusters Score -1.527496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106412 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -15274954.000000 Penalty: 5748.285156
	Iteration 32Q: 3 clusters Score -1.527495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106413 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -15274961.000000 Penalty: 5748.285156
	Iteration 33Q: 3 clusters Score -1.527496e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106414 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -15274965.000000 Penalty: 5748.285156
	Iteration 34Q: 3 clusters Score -1.527496e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106413 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -15274960.000000 Penalty: 5748.285156
	Iteration 35Q: 3 clusters Score -1.527496e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106413 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -15274960.000000 Penalty: 5748.285156
	Iteration 36F: 3 clusters Score -1.527496e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 102966 members 
Mstep: Class 2 contains 39106 members 
Mstep: Class 3 contains 33337 members 
Mstep: Class 4 contains 117387 members 
Mstep: Class 5 contains 44968 members 
Mstep: Class 6 contains 170352 members 
Mstep: Class 7 contains 30647 members 
Mstep: Class 8 contains 839 members 
Mstep: Class 9 contains 69254 members 
Mstep: Class 10 contains 8273 members 
Mstep: Class 11 contains 3102 members 
Mstep: Class 12 contains 3981 members 
Mstep: Class 13 contains 166664 members 
Mstep: Class 14 contains 604 members 
Mstep: Class 15 contains 1976 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 27962 members 
Mstep: Class 18 contains 20793 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 107935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676064.000000 Penalty: 88826.445312
Iteration 79Q: 27 clusters Score -1.326761e+08 nChanged 7819
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 103005 members 
Mstep: Class 2 contains 38660 members 
Mstep: Class 3 contains 33317 members 
Mstep: Class 4 contains 117334 members 
Mstep: Class 5 contains 45047 members 
Mstep: Class 6 contains 171053 members 
Mstep: Class 7 contains 30855 members 
Mstep: Class 8 contains 843 members 
Mstep: Class 9 contains 69229 members 
Mstep: Class 10 contains 8228 members 
Mstep: Class 11 contains 3104 members 
Mstep: Class 12 contains 3979 members 
Mstep: Class 13 contains 166003 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1982 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 27929 members 
Mstep: Class 18 contains 20877 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 1949 members 
Mstep: Class 21 contains 107761 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 734 members 
Mstep: Class 24 contains 3914 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132677656.000000 Penalty: 88826.445312
Iteration 80F: 27 clusters Score -1.326777e+08 nChanged 6914
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 102910 members 
Mstep: Class 2 contains 38337 members 
Mstep: Class 3 contains 33266 members 
Mstep: Class 4 contains 117270 members 
Mstep: Class 5 contains 45121 members 
Mstep: Class 6 contains 171489 members 
Mstep: Class 7 contains 30954 members 
Mstep: Class 8 contains 848 members 
Mstep: Class 9 contains 69067 members 
Mstep: Class 10 contains 8191 members 
Mstep: Class 11 contains 3109 members 
Mstep: Class 12 contains 3979 members 
Mstep: Class 13 contains 165270 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 1984 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 27881 members 
Mstep: Class 18 contains 20904 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2109 members 
Mstep: Class 21 contains 107542 members 
Mstep: Class 22 contains 2904 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 4283 members 
Mstep: Class 25 contains 196 members 
Mstep: Class 26 contains 595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132678864.000000 Penalty: 88826.445312
Iteration 81Q: 27 clusters Score -1.326789e+08 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 102906 members 
Mstep: Class 2 contains 38082 members 
Mstep: Class 3 contains 33283 members 
Mstep: Class 4 contains 117223 members 
Mstep: Class 5 contains 45175 members 
Mstep: Class 6 contains 171747 members 
Mstep: Class 7 contains 31053 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 68966 members 
Mstep: Class 10 contains 8168 members 
Mstep: Class 11 contains 3112 members 
Mstep: Class 12 contains 3979 members 
Mstep: Class 13 contains 164701 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 15 contains 1986 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 27864 members 
Mstep: Class 18 contains 20917 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2182 members 
Mstep: Class 21 contains 107344 members 
Mstep: Class 22 contains 3360 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4524 members 
Mstep: Class 25 contains 192 members 
Mstep: Class 26 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132679592.000000 Penalty: 88826.445312
Iteration 82Q: 27 clusters Score -1.326796e+08 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 102869 members 
Mstep: Class 2 contains 37886 members 
Mstep: Class 3 contains 33292 members 
Mstep: Class 4 contains 117170 members 
Mstep: Class 5 contains 45221 members 
Mstep: Class 6 contains 171732 members 
Mstep: Class 7 contains 31126 members 
Mstep: Class 8 contains 856 members 
Mstep: Class 9 contains 68863 members 
Mstep: Class 10 contains 8143 members 
Mstep: Class 11 contains 3116 members 
Mstep: Class 12 contains 3979 members 
Mstep: Class 13 contains 164369 members 
Mstep: Class 14 contains 596 members 
Mstep: Class 15 contains 1988 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 27868 members 
Mstep: Class 18 contains 20922 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2222 members 
Mstep: Class 21 contains 107178 members 
Mstep: Class 22 contains 3874 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4751 members 
Mstep: Class 25 contains 188 members 
Mstep: Class 26 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132680512.000000 Penalty: 88826.445312
Iteration 83Q: 27 clusters Score -1.326805e+08 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 102797 members 
Mstep: Class 2 contains 37697 members 
Mstep: Class 3 contains 33277 members 
Mstep: Class 4 contains 117123 members 
Mstep: Class 5 contains 45269 members 
Mstep: Class 6 contains 171557 members 
Mstep: Class 7 contains 31202 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 68758 members 
Mstep: Class 10 contains 8117 members 
Mstep: Class 11 contains 3118 members 
Mstep: Class 12 contains 3978 members 
Mstep: Class 13 contains 164196 members 
Mstep: Class 14 contains 598 members 
Mstep: Class 15 contains 1990 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 27853 members 
Mstep: Class 18 contains 20924 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2268 members 
Mstep: Class 21 contains 107054 members 
Mstep: Class 22 contains 4396 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4993 members 
Mstep: Class 25 contains 183 members 
Mstep: Class 26 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132681200.000000 Penalty: 88826.445312
Iteration 84Q: 27 clusters Score -1.326812e+08 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 102770 members 
Mstep: Class 2 contains 37553 members 
Mstep: Class 3 contains 33272 members 
Mstep: Class 4 contains 117071 members 
Mstep: Class 5 contains 45311 members 
Mstep: Class 6 contains 171429 members 
Mstep: Class 7 contains 31303 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 68685 members 
Mstep: Class 10 contains 8094 members 
Mstep: Class 11 contains 3123 members 
Mstep: Class 12 contains 3979 members 
Mstep: Class 13 contains 163933 members 
Mstep: Class 14 contains 603 members 
Mstep: Class 15 contains 1989 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 27794 members 
Mstep: Class 18 contains 20946 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2299 members 
Mstep: Class 21 contains 106947 members 
Mstep: Class 22 contains 4836 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5228 members 
Mstep: Class 25 contains 178 members 
Mstep: Class 26 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132681560.000000 Penalty: 88826.445312
Iteration 85Q: 27 clusters Score -1.326816e+08 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 102746 members 
Mstep: Class 2 contains 37413 members 
Mstep: Class 3 contains 33257 members 
Mstep: Class 4 contains 117014 members 
Mstep: Class 5 contains 45364 members 
Mstep: Class 6 contains 171289 members 
Mstep: Class 7 contains 31392 members 
Mstep: Class 8 contains 867 members 
Mstep: Class 9 contains 68637 members 
Mstep: Class 10 contains 8063 members 
Mstep: Class 11 contains 3128 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 163746 members 
Mstep: Class 14 contains 603 members 
Mstep: Class 15 contains 1990 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 27741 members 
Mstep: Class 18 contains 20957 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2317 members 
Mstep: Class 21 contains 106835 members 
Mstep: Class 22 contains 5251 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5442 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132681624.000000 Penalty: 88826.445312
Iteration 86Q: 27 clusters Score -1.326816e+08 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 102655 members 
Mstep: Class 2 contains 37270 members 
Mstep: Class 3 contains 33275 members 
Mstep: Class 4 contains 117006 members 
Mstep: Class 5 contains 45420 members 
Mstep: Class 6 contains 171088 members 
Mstep: Class 7 contains 31464 members 
Mstep: Class 8 contains 869 members 
Mstep: Class 9 contains 68593 members 
Mstep: Class 10 contains 8048 members 
Mstep: Class 11 contains 3131 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 163616 members 
Mstep: Class 14 contains 604 members 
Mstep: Class 15 contains 1992 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 27678 members 
Mstep: Class 18 contains 20955 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 106757 members 
Mstep: Class 22 contains 5623 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5674 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132682160.000000 Penalty: 88826.445312
Iteration 87Q: 27 clusters Score -1.326822e+08 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 102534 members 
Mstep: Class 2 contains 37126 members 
Mstep: Class 3 contains 33282 members 
Mstep: Class 4 contains 116979 members 
Mstep: Class 5 contains 45465 members 
Mstep: Class 6 contains 170939 members 
Mstep: Class 7 contains 31534 members 
Mstep: Class 8 contains 869 members 
Mstep: Class 9 contains 68546 members 
Mstep: Class 10 contains 8026 members 
Mstep: Class 11 contains 3132 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 163573 members 
Mstep: Class 14 contains 605 members 
Mstep: Class 15 contains 1992 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 27614 members 
Mstep: Class 18 contains 20951 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2347 members 
Mstep: Class 21 contains 106677 members 
Mstep: Class 22 contains 5952 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5908 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132682528.000000 Penalty: 88826.445312
Iteration 88Q: 27 clusters Score -1.326825e+08 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 102404 members 
Mstep: Class 2 contains 37006 members 
Mstep: Class 3 contains 33282 members 
Mstep: Class 4 contains 116961 members 
Mstep: Class 5 contains 45504 members 
Mstep: Class 6 contains 170750 members 
Mstep: Class 7 contains 31618 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 68513 members 
Mstep: Class 10 contains 8005 members 
Mstep: Class 11 contains 3133 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 163591 members 
Mstep: Class 14 contains 607 members 
Mstep: Class 15 contains 1992 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 27538 members 
Mstep: Class 18 contains 20960 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2352 members 
Mstep: Class 21 contains 106595 members 
Mstep: Class 22 contains 6247 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 6123 members 
Mstep: Class 25 contains 172 members 
Mstep: Class 26 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132682992.000000 Penalty: 88826.445312
Iteration 89Q: 27 clusters Score -1.32683e+08 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 102305 members 
Mstep: Class 2 contains 36887 members 
Mstep: Class 3 contains 33291 members 
Mstep: Class 4 contains 116946 members 
Mstep: Class 5 contains 45550 members 
Mstep: Class 6 contains 170679 members 
Mstep: Class 7 contains 31698 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 68497 members 
Mstep: Class 10 contains 7975 members 
Mstep: Class 11 contains 3131 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 163513 members 
Mstep: Class 14 contains 608 members 
Mstep: Class 15 contains 1994 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 27451 members 
Mstep: Class 18 contains 20969 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 106507 members 
Mstep: Class 22 contains 6501 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 6322 members 
Mstep: Class 25 contains 172 members 
Mstep: Class 26 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132682752.000000 Penalty: 88826.445312
Iteration 90Q: 27 clusters Score -1.326828e+08 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 102193 members 
Mstep: Class 2 contains 36812 members 
Mstep: Class 3 contains 33268 members 
Mstep: Class 4 contains 116920 members 
Mstep: Class 5 contains 45597 members 
Mstep: Class 6 contains 170665 members 
Mstep: Class 7 contains 31792 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 68465 members 
Mstep: Class 10 contains 7955 members 
Mstep: Class 11 contains 3133 members 
Mstep: Class 12 contains 3985 members 
Mstep: Class 13 contains 163311 members 
Mstep: Class 14 contains 609 members 
Mstep: Class 15 contains 1995 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 27391 members 
Mstep: Class 18 contains 20986 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 106442 members 
Mstep: Class 22 contains 6763 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 6516 members 
Mstep: Class 25 contains 172 members 
Mstep: Class 26 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132682824.000000 Penalty: 88826.445312
Iteration 91Q: 27 clusters Score -1.326828e+08 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 102083 members 
Mstep: Class 2 contains 36749 members 
Mstep: Class 3 contains 33246 members 
Mstep: Class 4 contains 116915 members 
Mstep: Class 5 contains 45626 members 
Mstep: Class 6 contains 170640 members 
Mstep: Class 7 contains 31875 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 68471 members 
Mstep: Class 10 contains 7937 members 
Mstep: Class 11 contains 3133 members 
Mstep: Class 12 contains 3985 members 
Mstep: Class 13 contains 163143 members 
Mstep: Class 14 contains 609 members 
Mstep: Class 15 contains 1996 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 27317 members 
Mstep: Class 18 contains 20991 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2373 members 
Mstep: Class 21 contains 106353 members 
Mstep: Class 22 contains 6997 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 6725 members 
Mstep: Class 25 contains 172 members 
Mstep: Class 26 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132683232.000000 Penalty: 88826.445312
Iteration 92Q: 27 clusters Score -1.326832e+08 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 102030 members 
Mstep: Class 2 contains 36677 members 
Mstep: Class 3 contains 33226 members 
Mstep: Class 4 contains 116914 members 
Mstep: Class 5 contains 45659 members 
Mstep: Class 6 contains 170610 members 
Mstep: Class 7 contains 31932 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 68478 members 
Mstep: Class 10 contains 7918 members 
Mstep: Class 11 contains 3135 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 162944 members 
Mstep: Class 14 contains 610 members 
Mstep: Class 15 contains 1996 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 27240 members 
Mstep: Class 18 contains 20993 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2381 members 
Mstep: Class 21 contains 106287 members 
Mstep: Class 22 contains 7201 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 6949 members 
Mstep: Class 25 contains 172 members 
Mstep: Class 26 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132683336.000000 Penalty: 88826.445312
Iteration 93Q: 27 clusters Score -1.326833e+08 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 102033 members 
Mstep: Class 2 contains 36574 members 
Mstep: Class 3 contains 33189 members 
Mstep: Class 4 contains 116887 members 
Mstep: Class 5 contains 45695 members 
Mstep: Class 6 contains 170629 members 
Mstep: Class 7 contains 31980 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 68461 members 
Mstep: Class 10 contains 7907 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 162780 members 
Mstep: Class 14 contains 610 members 
Mstep: Class 15 contains 1996 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 27141 members 
Mstep: Class 18 contains 21003 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2385 members 
Mstep: Class 21 contains 106204 members 
Mstep: Class 22 contains 7369 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 7201 members 
Mstep: Class 25 contains 172 members 
Mstep: Class 26 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132683176.000000 Penalty: 88826.445312
Iteration 94Q: 27 clusters Score -1.326832e+08 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 101980 members 
Mstep: Class 2 contains 36503 members 
Mstep: Class 3 contains 33179 members 
Mstep: Class 4 contains 116847 members 
Mstep: Class 5 contains 45729 members 
Mstep: Class 6 contains 170637 members 
Mstep: Class 7 contains 32042 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 68433 members 
Mstep: Class 10 contains 7896 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 162614 members 
Mstep: Class 14 contains 610 members 
Mstep: Class 15 contains 1996 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 27062 members 
Mstep: Class 18 contains 20993 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2385 members 
Mstep: Class 21 contains 106163 members 
Mstep: Class 22 contains 7514 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 7459 members 
Mstep: Class 25 contains 172 members 
Mstep: Class 26 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132682976.000000 Penalty: 88826.445312
Iteration 95Q: 27 clusters Score -1.32683e+08 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 101926 members 
Mstep: Class 2 contains 36439 members 
Mstep: Class 3 contains 33177 members 
Mstep: Class 4 contains 116793 members 
Mstep: Class 5 contains 45749 members 
Mstep: Class 6 contains 170646 members 
Mstep: Class 7 contains 32093 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 68405 members 
Mstep: Class 10 contains 7878 members 
Mstep: Class 11 contains 3140 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 162491 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 1996 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 26976 members 
Mstep: Class 18 contains 20995 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2396 members 
Mstep: Class 21 contains 106141 members 
Mstep: Class 22 contains 7622 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 7708 members 
Mstep: Class 25 contains 172 members 
Mstep: Class 26 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132683144.000000 Penalty: 88826.445312
Iteration 96Q: 27 clusters Score -1.326831e+08 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 101869 members 
Mstep: Class 2 contains 36375 members 
Mstep: Class 3 contains 33148 members 
Mstep: Class 4 contains 116761 members 
Mstep: Class 5 contains 45781 members 
Mstep: Class 6 contains 170650 members 
Mstep: Class 7 contains 32152 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 68382 members 
Mstep: Class 10 contains 7869 members 
Mstep: Class 11 contains 3140 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 162367 members 
Mstep: Class 14 contains 612 members 
Mstep: Class 15 contains 1996 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 26898 members 
Mstep: Class 18 contains 21004 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2399 members 
Mstep: Class 21 contains 106097 members 
Mstep: Class 22 contains 7711 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 7970 members 
Mstep: Class 25 contains 172 members 
Mstep: Class 26 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132683672.000000 Penalty: 88826.445312
Iteration 97Q: 27 clusters Score -1.326837e+08 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 101846 members 
Mstep: Class 2 contains 36289 members 
Mstep: Class 3 contains 33143 members 
Mstep: Class 4 contains 116723 members 
Mstep: Class 5 contains 45802 members 
Mstep: Class 6 contains 170621 members 
Mstep: Class 7 contains 32199 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 68360 members 
Mstep: Class 10 contains 7864 members 
Mstep: Class 11 contains 3141 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 162251 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 15 contains 1996 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 26853 members 
Mstep: Class 18 contains 21007 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2404 members 
Mstep: Class 21 contains 106086 members 
Mstep: Class 22 contains 7790 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 8192 members 
Mstep: Class 25 contains 172 members 
Mstep: Class 26 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132683568.000000 Penalty: 88826.445312
Iteration 98Q: 27 clusters Score -1.326836e+08 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 101781 members 
Mstep: Class 2 contains 36211 members 
Mstep: Class 3 contains 33138 members 
Mstep: Class 4 contains 116692 members 
Mstep: Class 5 contains 45807 members 
Mstep: Class 6 contains 170585 members 
Mstep: Class 7 contains 32247 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 68358 members 
Mstep: Class 10 contains 7853 members 
Mstep: Class 11 contains 3144 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 162197 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 15 contains 1996 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 26799 members 
Mstep: Class 18 contains 21008 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2402 members 
Mstep: Class 21 contains 106106 members 
Mstep: Class 22 contains 7845 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 8398 members 
Mstep: Class 25 contains 172 members 
Mstep: Class 26 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132683952.000000 Penalty: 88826.445312
Iteration 99Q: 27 clusters Score -1.32684e+08 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 101719 members 
Mstep: Class 2 contains 36153 members 
Mstep: Class 3 contains 33128 members 
Mstep: Class 4 contains 116672 members 
Mstep: Class 5 contains 45816 members 
Mstep: Class 6 contains 170557 members 
Mstep: Class 7 contains 32272 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 68346 members 
Mstep: Class 10 contains 7845 members 
Mstep: Class 11 contains 3146 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 162135 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 15 contains 1996 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 26745 members 
Mstep: Class 18 contains 21009 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2403 members 
Mstep: Class 21 contains 106117 members 
Mstep: Class 22 contains 7904 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 8604 members 
Mstep: Class 25 contains 172 members 
Mstep: Class 26 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132684224.000000 Penalty: 88826.445312
Iteration 100F: 27 clusters Score -1.326842e+08 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 101683 members 
Mstep: Class 2 contains 36107 members 
Mstep: Class 3 contains 33118 members 
Mstep: Class 4 contains 116657 members 
Mstep: Class 5 contains 45819 members 
Mstep: Class 6 contains 170528 members 
Mstep: Class 7 contains 32312 members 
Mstep: Class 8 contains 874 members 
Mstep: Class 9 contains 68339 members 
Mstep: Class 10 contains 7850 members 
Mstep: Class 11 contains 3145 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 162036 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 15 contains 1996 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 26677 members 
Mstep: Class 18 contains 21016 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2408 members 
Mstep: Class 21 contains 106123 members 
Mstep: Class 22 contains 7968 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 8787 members 
Mstep: Class 25 contains 170 members 
Mstep: Class 26 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132684040.000000 Penalty: 88826.445312
Iteration 101Q: 27 clusters Score -1.32684e+08 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 101704 members 
Mstep: Class 2 contains 36065 members 
Mstep: Class 3 contains 33126 members 
Mstep: Class 4 contains 116654 members 
Mstep: Class 5 contains 45828 members 
Mstep: Class 6 contains 170494 members 
Mstep: Class 7 contains 32348 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 68320 members 
Mstep: Class 10 contains 7848 members 
Mstep: Class 11 contains 3145 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 161894 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 15 contains 1996 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 26621 members 
Mstep: Class 18 contains 21021 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 106095 members 
Mstep: Class 22 contains 8032 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 8963 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132684264.000000 Penalty: 88826.445312
Iteration 102Q: 27 clusters Score -1.326843e+08 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 101717 members 
Mstep: Class 2 contains 36019 members 
Mstep: Class 3 contains 33130 members 
Mstep: Class 4 contains 116661 members 
Mstep: Class 5 contains 45837 members 
Mstep: Class 6 contains 170535 members 
Mstep: Class 7 contains 32398 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 68289 members 
Mstep: Class 10 contains 7849 members 
Mstep: Class 11 contains 3145 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 161693 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 15 contains 1996 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 26559 members 
Mstep: Class 18 contains 21027 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 106082 members 
Mstep: Class 22 contains 8072 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 9140 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132684064.000000 Penalty: 88826.445312
Iteration 103Q: 27 clusters Score -1.326841e+08 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 101710 members 
Mstep: Class 2 contains 35964 members 
Mstep: Class 3 contains 33148 members 
Mstep: Class 4 contains 116652 members 
Mstep: Class 5 contains 45848 members 
Mstep: Class 6 contains 170577 members 
Mstep: Class 7 contains 32434 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 68240 members 
Mstep: Class 10 contains 7860 members 
Mstep: Class 11 contains 3146 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 161570 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 15 contains 1996 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 26488 members 
Mstep: Class 18 contains 21023 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 106064 members 
Mstep: Class 22 contains 8107 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 9321 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132684032.000000 Penalty: 88826.445312
Iteration 104Q: 27 clusters Score -1.32684e+08 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 101688 members 
Mstep: Class 2 contains 35932 members 
Mstep: Class 3 contains 33153 members 
Mstep: Class 4 contains 116631 members 
Mstep: Class 5 contains 45862 members 
Mstep: Class 6 contains 170587 members 
Mstep: Class 7 contains 32473 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 68210 members 
Mstep: Class 10 contains 7851 members 
Mstep: Class 11 contains 3146 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 161481 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 15 contains 1996 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 26438 members 
Mstep: Class 18 contains 21027 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2422 members 
Mstep: Class 21 contains 106033 members 
Mstep: Class 22 contains 8135 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 9502 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132684184.000000 Penalty: 88826.445312
Iteration 105Q: 27 clusters Score -1.326842e+08 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 101690 members 
Mstep: Class 2 contains 35892 members 
Mstep: Class 3 contains 33148 members 
Mstep: Class 4 contains 116620 members 
Mstep: Class 5 contains 45874 members 
Mstep: Class 6 contains 170599 members 
Mstep: Class 7 contains 32503 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 68182 members 
Mstep: Class 10 contains 7851 members 
Mstep: Class 11 contains 3145 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 161392 members 
Mstep: Class 14 contains 612 members 
Mstep: Class 15 contains 1996 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 26386 members 
Mstep: Class 18 contains 21029 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2424 members 
Mstep: Class 21 contains 106002 members 
Mstep: Class 22 contains 8158 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 9678 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132684072.000000 Penalty: 88826.445312
Iteration 106Q: 27 clusters Score -1.326841e+08 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 101706 members 
Mstep: Class 2 contains 35872 members 
Mstep: Class 3 contains 33130 members 
Mstep: Class 4 contains 116593 members 
Mstep: Class 5 contains 45879 members 
Mstep: Class 6 contains 170584 members 
Mstep: Class 7 contains 32546 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 68180 members 
Mstep: Class 10 contains 7845 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 161316 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 26337 members 
Mstep: Class 18 contains 21038 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2424 members 
Mstep: Class 21 contains 105965 members 
Mstep: Class 22 contains 8174 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 9841 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132684080.000000 Penalty: 88826.445312
Iteration 107Q: 27 clusters Score -1.326841e+08 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 101711 members 
Mstep: Class 2 contains 35864 members 
Mstep: Class 3 contains 33117 members 
Mstep: Class 4 contains 116585 members 
Mstep: Class 5 contains 45889 members 
Mstep: Class 6 contains 170507 members 
Mstep: Class 7 contains 32585 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 68170 members 
Mstep: Class 10 contains 7841 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 161284 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 26276 members 
Mstep: Class 18 contains 21037 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2426 members 
Mstep: Class 21 contains 105952 members 
Mstep: Class 22 contains 8188 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 9998 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132684320.000000 Penalty: 88826.445312
Iteration 108Q: 27 clusters Score -1.326843e+08 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 101717 members 
Mstep: Class 2 contains 35853 members 
Mstep: Class 3 contains 33092 members 
Mstep: Class 4 contains 116581 members 
Mstep: Class 5 contains 45894 members 
Mstep: Class 6 contains 170447 members 
Mstep: Class 7 contains 32629 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 68161 members 
Mstep: Class 10 contains 7836 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 3981 members 
Mstep: Class 13 contains 161268 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 26201 members 
Mstep: Class 18 contains 21035 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2426 members 
Mstep: Class 21 contains 105919 members 
Mstep: Class 22 contains 8190 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 10181 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132684304.000000 Penalty: 88826.445312
Iteration 109Q: 27 clusters Score -1.326843e+08 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 101708 members 
Mstep: Class 2 contains 35835 members 
Mstep: Class 3 contains 33076 members 
Mstep: Class 4 contains 116576 members 
Mstep: Class 5 contains 45907 members 
Mstep: Class 6 contains 170404 members 
Mstep: Class 7 contains 32649 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 68144 members 
Mstep: Class 10 contains 7836 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 3979 members 
Mstep: Class 13 contains 161276 members 
Mstep: Class 14 contains 615 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 26149 members 
Mstep: Class 18 contains 21030 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2426 members 
Mstep: Class 21 contains 105868 members 
Mstep: Class 22 contains 8198 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 10349 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132684328.000000 Penalty: 88826.445312
Iteration 110Q: 27 clusters Score -1.326843e+08 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 101724 members 
Mstep: Class 2 contains 35815 members 
Mstep: Class 3 contains 33065 members 
Mstep: Class 4 contains 116582 members 
Mstep: Class 5 contains 45914 members 
Mstep: Class 6 contains 170434 members 
Mstep: Class 7 contains 32665 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 68143 members 
Mstep: Class 10 contains 7842 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 161164 members 
Mstep: Class 14 contains 615 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 26089 members 
Mstep: Class 18 contains 21029 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2427 members 
Mstep: Class 21 contains 105826 members 
Mstep: Class 22 contains 8216 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 10495 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132684504.000000 Penalty: 88826.445312
Iteration 111Q: 27 clusters Score -1.326845e+08 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 101772 members 
Mstep: Class 2 contains 35787 members 
Mstep: Class 3 contains 33046 members 
Mstep: Class 4 contains 116572 members 
Mstep: Class 5 contains 45926 members 
Mstep: Class 6 contains 170538 members 
Mstep: Class 7 contains 32665 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 68120 members 
Mstep: Class 10 contains 7851 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 3981 members 
Mstep: Class 13 contains 161061 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 26023 members 
Mstep: Class 18 contains 21024 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2426 members 
Mstep: Class 21 contains 105758 members 
Mstep: Class 22 contains 8232 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 10630 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132684576.000000 Penalty: 88826.445312
Iteration 112Q: 27 clusters Score -1.326846e+08 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 101812 members 
Mstep: Class 2 contains 35777 members 
Mstep: Class 3 contains 33038 members 
Mstep: Class 4 contains 116549 members 
Mstep: Class 5 contains 45932 members 
Mstep: Class 6 contains 170604 members 
Mstep: Class 7 contains 32671 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 68110 members 
Mstep: Class 10 contains 7858 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 160964 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 25977 members 
Mstep: Class 18 contains 21024 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2429 members 
Mstep: Class 21 contains 105684 members 
Mstep: Class 22 contains 8236 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 10767 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132684544.000000 Penalty: 88826.445312
Iteration 113Q: 27 clusters Score -1.326845e+08 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 101847 members 
Mstep: Class 2 contains 35759 members 
Mstep: Class 3 contains 33016 members 
Mstep: Class 4 contains 116528 members 
Mstep: Class 5 contains 45933 members 
Mstep: Class 6 contains 170714 members 
Mstep: Class 7 contains 32690 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 68103 members 
Mstep: Class 10 contains 7861 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 160858 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 25917 members 
Mstep: Class 18 contains 21016 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2435 members 
Mstep: Class 21 contains 105608 members 
Mstep: Class 22 contains 8244 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 10901 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132684648.000000 Penalty: 88826.445312
Iteration 114Q: 27 clusters Score -1.326846e+08 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 101841 members 
Mstep: Class 2 contains 35740 members 
Mstep: Class 3 contains 32997 members 
Mstep: Class 4 contains 116509 members 
Mstep: Class 5 contains 45935 members 
Mstep: Class 6 contains 170785 members 
Mstep: Class 7 contains 32716 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 68097 members 
Mstep: Class 10 contains 7865 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 3979 members 
Mstep: Class 13 contains 160755 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 25858 members 
Mstep: Class 18 contains 21013 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2443 members 
Mstep: Class 21 contains 105573 members 
Mstep: Class 22 contains 8264 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 11040 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132684680.000000 Penalty: 88826.445312
Iteration 115Q: 27 clusters Score -1.326847e+08 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 101815 members 
Mstep: Class 2 contains 35722 members 
Mstep: Class 3 contains 32976 members 
Mstep: Class 4 contains 116506 members 
Mstep: Class 5 contains 45941 members 
Mstep: Class 6 contains 170864 members 
Mstep: Class 7 contains 32731 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 68087 members 
Mstep: Class 10 contains 7864 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 3979 members 
Mstep: Class 13 contains 160679 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 25804 members 
Mstep: Class 18 contains 21010 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2450 members 
Mstep: Class 21 contains 105535 members 
Mstep: Class 22 contains 8276 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 11171 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132684728.000000 Penalty: 88826.445312
Iteration 116Q: 27 clusters Score -1.326847e+08 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 101851 members 
Mstep: Class 2 contains 35718 members 
Mstep: Class 3 contains 32982 members 
Mstep: Class 4 contains 116489 members 
Mstep: Class 5 contains 45953 members 
Mstep: Class 6 contains 170916 members 
Mstep: Class 7 contains 32763 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 68076 members 
Mstep: Class 10 contains 7865 members 
Mstep: Class 11 contains 3143 members 
Mstep: Class 12 contains 3979 members 
Mstep: Class 13 contains 160549 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 25748 members 
Mstep: Class 18 contains 21005 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2453 members 
Mstep: Class 21 contains 105491 members 
Mstep: Class 22 contains 8282 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 11289 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132684872.000000 Penalty: 88826.445312
Iteration 117Q: 27 clusters Score -1.326849e+08 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 101885 members 
Mstep: Class 2 contains 35711 members 
Mstep: Class 3 contains 32979 members 
Mstep: Class 4 contains 116463 members 
Mstep: Class 5 contains 45957 members 
Mstep: Class 6 contains 170876 members 
Mstep: Class 7 contains 32791 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 68075 members 
Mstep: Class 10 contains 7862 members 
Mstep: Class 11 contains 3143 members 
Mstep: Class 12 contains 3979 members 
Mstep: Class 13 contains 160507 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 25699 members 
Mstep: Class 18 contains 21002 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2458 members 
Mstep: Class 21 contains 105456 members 
Mstep: Class 22 contains 8290 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 11420 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132685104.000000 Penalty: 88826.445312
Iteration 118Q: 27 clusters Score -1.326851e+08 nChanged 1800
Entering ConstructFrom: 
Score: -132685104.000000 Penalty: 88826.445312
Entering ConstructFrom: 
Trying to split cluster 1 (101923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101923 members 
Entering Unmasked Estep 
Score: -14451265.000000 Penalty: 2859.929199
	Iteration 0F: 2 clusters Score -1.445126e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51226 members 
Mstep: Class 2 contains 50697 members 
Entering Unmasked Estep 
Score: -14384088.000000 Penalty: 5719.858398
	Iteration 0F: 3 clusters Score -1.438409e+07 nChanged 48282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54224 members 
Mstep: Class 2 contains 47699 members 
Entering Unmasked Estep 
Score: -14412055.000000 Penalty: 5719.858398
	Iteration 1F: 3 clusters Score -1.441206e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56378 members 
Mstep: Class 2 contains 45545 members 
Entering Unmasked Estep 
Score: -14413100.000000 Penalty: 5719.858398
	Iteration 2Q: 3 clusters Score -1.44131e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59432 members 
Mstep: Class 2 contains 42491 members 
Entering Unmasked Estep 
Score: -14414816.000000 Penalty: 5719.858398
	Iteration 3Q: 3 clusters Score -1.441482e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63831 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -14417305.000000 Penalty: 5719.858398
	Iteration 4Q: 3 clusters Score -1.44173e+07 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69957 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -14421536.000000 Penalty: 5719.858398
	Iteration 5F: 3 clusters Score -1.442154e+07 nChanged 7856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77645 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -14427771.000000 Penalty: 5719.858398
	Iteration 6F: 3 clusters Score -1.442777e+07 nChanged 8357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85932 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -14435033.000000 Penalty: 5719.858398
	Iteration 7F: 3 clusters Score -1.443503e+07 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93135 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -14441591.000000 Penalty: 5719.858398
	Iteration 8F: 3 clusters Score -1.444159e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97783 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -14445592.000000 Penalty: 5719.858398
	Iteration 9Q: 3 clusters Score -1.444559e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100013 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -14447408.000000 Penalty: 5719.858398
	Iteration 10Q: 3 clusters Score -1.444741e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100925 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -14448219.000000 Penalty: 5719.858398
	Iteration 11Q: 3 clusters Score -1.444822e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101290 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -14448552.000000 Penalty: 5719.858398
	Iteration 12Q: 3 clusters Score -1.444855e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101449 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -14448685.000000 Penalty: 5719.858398
	Iteration 13Q: 3 clusters Score -1.444868e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101530 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -14448742.000000 Penalty: 5719.858398
	Iteration 14Q: 3 clusters Score -1.444874e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101572 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -14448797.000000 Penalty: 5719.858398
	Iteration 15Q: 3 clusters Score -1.44488e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101597 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -14448799.000000 Penalty: 5719.858398
	Iteration 16Q: 3 clusters Score -1.44488e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101612 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -14448836.000000 Penalty: 5719.858398
	Iteration 17Q: 3 clusters Score -1.444884e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101622 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -14448860.000000 Penalty: 5719.858398
	Iteration 18Q: 3 clusters Score -1.444886e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101636 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -14448874.000000 Penalty: 5719.858398
	Iteration 19Q: 3 clusters Score -1.444887e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101645 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -14448893.000000 Penalty: 5719.858398
	Iteration 20F: 3 clusters Score -1.444889e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101652 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -14448898.000000 Penalty: 5719.858398
	Iteration 21Q: 3 clusters Score -1.44489e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101655 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -14448911.000000 Penalty: 5719.858398
	Iteration 22Q: 3 clusters Score -1.444891e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101658 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -14448911.000000 Penalty: 5719.858398
	Iteration 23Q: 3 clusters Score -1.444891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101660 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -14448914.000000 Penalty: 5719.858398
	Iteration 24Q: 3 clusters Score -1.444891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101663 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -14448926.000000 Penalty: 5719.858398
	Iteration 25Q: 3 clusters Score -1.444893e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101663 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -14448926.000000 Penalty: 5719.858398
	Iteration 26F: 3 clusters Score -1.444893e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Entering Unmasked Estep 
Score: -4894264.500000 Penalty: 2599.691162
	Iteration 0F: 2 clusters Score -4894264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -4870004.500000 Penalty: 5199.382324
	Iteration 0F: 3 clusters Score -4870004 nChanged 16188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -4878689.000000 Penalty: 5199.382324
	Iteration 1F: 3 clusters Score -4878689 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -4879202.500000 Penalty: 5199.382324
	Iteration 2Q: 3 clusters Score -4879202 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -4879680.000000 Penalty: 5199.382324
	Iteration 3Q: 3 clusters Score -4879680 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -4880130.500000 Penalty: 5199.382324
	Iteration 4Q: 3 clusters Score -4880130 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -4880470.000000 Penalty: 5199.382324
	Iteration 5Q: 3 clusters Score -4880470 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -4880775.000000 Penalty: 5199.382324
	Iteration 6Q: 3 clusters Score -4880775 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -4881101.000000 Penalty: 5199.382324
	Iteration 7Q: 3 clusters Score -4881101 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -4881453.500000 Penalty: 5199.382324
	Iteration 8Q: 3 clusters Score -4881454 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -4881886.000000 Penalty: 5199.382324
	Iteration 9Q: 3 clusters Score -4881886 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -4882467.500000 Penalty: 5199.382324
	Iteration 10Q: 3 clusters Score -4882468 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -4883237.500000 Penalty: 5199.382324
	Iteration 11Q: 3 clusters Score -4883238 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -4884220.000000 Penalty: 5199.382324
	Iteration 12Q: 3 clusters Score -4884220 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -4885545.000000 Penalty: 5199.382324
	Iteration 13F: 3 clusters Score -4885545 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -4887207.000000 Penalty: 5199.382324
	Iteration 14F: 3 clusters Score -4887207 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -4888991.000000 Penalty: 5199.382324
	Iteration 15F: 3 clusters Score -4888991 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -4890400.000000 Penalty: 5199.382324
	Iteration 16Q: 3 clusters Score -4890400 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -4891343.500000 Penalty: 5199.382324
	Iteration 17Q: 3 clusters Score -4891344 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4891890.500000 Penalty: 5199.382324
	Iteration 18Q: 3 clusters Score -4891890 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4892154.000000 Penalty: 5199.382324
	Iteration 19Q: 3 clusters Score -4892154 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4892321.500000 Penalty: 5199.382324
	Iteration 20F: 3 clusters Score -4892322 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4892401.500000 Penalty: 5199.382324
	Iteration 21Q: 3 clusters Score -4892402 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34941 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4892475.000000 Penalty: 5199.382324
	Iteration 22Q: 3 clusters Score -4892475 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4892534.500000 Penalty: 5199.382324
	Iteration 23Q: 3 clusters Score -4892534 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4892573.500000 Penalty: 5199.382324
	Iteration 24Q: 3 clusters Score -4892574 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4892588.000000 Penalty: 5199.382324
	Iteration 25Q: 3 clusters Score -4892588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35088 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4892596.000000 Penalty: 5199.382324
	Iteration 26Q: 3 clusters Score -4892596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4892604.000000 Penalty: 5199.382324
	Iteration 27Q: 3 clusters Score -4892604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4892614.000000 Penalty: 5199.382324
	Iteration 28Q: 3 clusters Score -4892614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4892635.000000 Penalty: 5199.382324
	Iteration 29Q: 3 clusters Score -4892635 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4892672.000000 Penalty: 5199.382324
	Iteration 30Q: 3 clusters Score -4892672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4892691.000000 Penalty: 5199.382324
	Iteration 31Q: 3 clusters Score -4892691 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4892709.500000 Penalty: 5199.382324
	Iteration 32Q: 3 clusters Score -4892710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35181 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4892713.000000 Penalty: 5199.382324
	Iteration 33Q: 3 clusters Score -4892713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4892721.000000 Penalty: 5199.382324
	Iteration 34Q: 3 clusters Score -4892721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4892727.000000 Penalty: 5199.382324
	Iteration 35Q: 3 clusters Score -4892727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4892723.000000 Penalty: 5199.382324
	Iteration 36Q: 3 clusters Score -4892723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4892723.000000 Penalty: 5199.382324
	Iteration 37F: 3 clusters Score -4892723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (32978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Entering Unmasked Estep 
Score: -4680261.500000 Penalty: 2580.091797
	Iteration 0F: 2 clusters Score -4680262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -4657710.500000 Penalty: 5160.183594
	Iteration 0F: 3 clusters Score -4657710 nChanged 14985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -4666027.000000 Penalty: 5160.183594
	Iteration 1F: 3 clusters Score -4666027 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -4666534.500000 Penalty: 5160.183594
	Iteration 2Q: 3 clusters Score -4666534 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -4667058.500000 Penalty: 5160.183594
	Iteration 3Q: 3 clusters Score -4667058 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -4667555.000000 Penalty: 5160.183594
	Iteration 4Q: 3 clusters Score -4667555 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -4668166.500000 Penalty: 5160.183594
	Iteration 5Q: 3 clusters Score -4668166 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -4668887.500000 Penalty: 5160.183594
	Iteration 6Q: 3 clusters Score -4668888 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -4669840.000000 Penalty: 5160.183594
	Iteration 7Q: 3 clusters Score -4669840 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -4670999.500000 Penalty: 5160.183594
	Iteration 8F: 3 clusters Score -4671000 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -4672374.000000 Penalty: 5160.183594
	Iteration 9F: 3 clusters Score -4672374 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -4673553.500000 Penalty: 5160.183594
	Iteration 10F: 3 clusters Score -4673554 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -4674274.500000 Penalty: 5160.183594
	Iteration 11Q: 3 clusters Score -4674274 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -4674568.500000 Penalty: 5160.183594
	Iteration 12Q: 3 clusters Score -4674568 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -4674696.000000 Penalty: 5160.183594
	Iteration 13Q: 3 clusters Score -4674696 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -4674767.000000 Penalty: 5160.183594
	Iteration 14Q: 3 clusters Score -4674767 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -4674840.500000 Penalty: 5160.183594
	Iteration 15Q: 3 clusters Score -4674840 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -4674867.000000 Penalty: 5160.183594
	Iteration 16Q: 3 clusters Score -4674867 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -4674902.000000 Penalty: 5160.183594
	Iteration 17Q: 3 clusters Score -4674902 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -4674929.500000 Penalty: 5160.183594
	Iteration 18Q: 3 clusters Score -4674930 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -4674957.000000 Penalty: 5160.183594
	Iteration 19Q: 3 clusters Score -4674957 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -4674987.500000 Penalty: 5160.183594
	Iteration 20F: 3 clusters Score -4674988 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -4675029.500000 Penalty: 5160.183594
	Iteration 21Q: 3 clusters Score -4675030 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -4675066.500000 Penalty: 5160.183594
	Iteration 22Q: 3 clusters Score -4675066 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -4675076.000000 Penalty: 5160.183594
	Iteration 23Q: 3 clusters Score -4675076 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -4675118.000000 Penalty: 5160.183594
	Iteration 24Q: 3 clusters Score -4675118 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -4675163.500000 Penalty: 5160.183594
	Iteration 25Q: 3 clusters Score -4675164 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -4675205.000000 Penalty: 5160.183594
	Iteration 26Q: 3 clusters Score -4675205 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -4675241.000000 Penalty: 5160.183594
	Iteration 27Q: 3 clusters Score -4675241 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -4675291.000000 Penalty: 5160.183594
	Iteration 28Q: 3 clusters Score -4675291 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -4675332.000000 Penalty: 5160.183594
	Iteration 29Q: 3 clusters Score -4675332 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -4675354.000000 Penalty: 5160.183594
	Iteration 30Q: 3 clusters Score -4675354 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -4675391.000000 Penalty: 5160.183594
	Iteration 31Q: 3 clusters Score -4675391 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -4675414.500000 Penalty: 5160.183594
	Iteration 32Q: 3 clusters Score -4675414 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -4675451.000000 Penalty: 5160.183594
	Iteration 33Q: 3 clusters Score -4675451 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -4675479.000000 Penalty: 5160.183594
	Iteration 34Q: 3 clusters Score -4675479 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -4675529.500000 Penalty: 5160.183594
	Iteration 35Q: 3 clusters Score -4675530 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -4675567.500000 Penalty: 5160.183594
	Iteration 36Q: 3 clusters Score -4675568 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -4675596.000000 Penalty: 5160.183594
	Iteration 37Q: 3 clusters Score -4675596 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -4675633.000000 Penalty: 5160.183594
	Iteration 38Q: 3 clusters Score -4675633 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -4675672.500000 Penalty: 5160.183594
	Iteration 39Q: 3 clusters Score -4675672 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -4675707.500000 Penalty: 5160.183594
	Iteration 40F: 3 clusters Score -4675708 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -4675752.000000 Penalty: 5160.183594
	Iteration 41Q: 3 clusters Score -4675752 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -4675790.500000 Penalty: 5160.183594
	Iteration 42Q: 3 clusters Score -4675790 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -4675859.500000 Penalty: 5160.183594
	Iteration 43Q: 3 clusters Score -4675860 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -4675908.500000 Penalty: 5160.183594
	Iteration 44Q: 3 clusters Score -4675908 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -4675954.500000 Penalty: 5160.183594
	Iteration 45Q: 3 clusters Score -4675954 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -4676044.000000 Penalty: 5160.183594
	Iteration 46Q: 3 clusters Score -4676044 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -4676099.000000 Penalty: 5160.183594
	Iteration 47Q: 3 clusters Score -4676099 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -4676143.500000 Penalty: 5160.183594
	Iteration 48Q: 3 clusters Score -4676144 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -4676216.500000 Penalty: 5160.183594
	Iteration 49Q: 3 clusters Score -4676216 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -4676248.000000 Penalty: 5160.183594
	Iteration 50Q: 3 clusters Score -4676248 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -4676311.500000 Penalty: 5160.183594
	Iteration 51Q: 3 clusters Score -4676312 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -4676369.500000 Penalty: 5160.183594
	Iteration 52Q: 3 clusters Score -4676370 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -4676420.000000 Penalty: 5160.183594
	Iteration 53Q: 3 clusters Score -4676420 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -4676470.000000 Penalty: 5160.183594
	Iteration 54Q: 3 clusters Score -4676470 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -4676528.000000 Penalty: 5160.183594
	Iteration 55Q: 3 clusters Score -4676528 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -4676614.000000 Penalty: 5160.183594
	Iteration 56Q: 3 clusters Score -4676614 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -4676666.500000 Penalty: 5160.183594
	Iteration 57Q: 3 clusters Score -4676666 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -4676719.500000 Penalty: 5160.183594
	Iteration 58Q: 3 clusters Score -4676720 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 28637 members 
Entering Unmasked Estep 
Score: -4676795.500000 Penalty: 5160.183594
	Iteration 59Q: 3 clusters Score -4676796 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -4676885.000000 Penalty: 5160.183594
	Iteration 60F: 3 clusters Score -4676885 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -4676948.500000 Penalty: 5160.183594
	Iteration 61Q: 3 clusters Score -4676948 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -4676999.000000 Penalty: 5160.183594
	Iteration 62Q: 3 clusters Score -4676999 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
Score: -4677049.000000 Penalty: 5160.183594
	Iteration 63Q: 3 clusters Score -4677049 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -4677094.500000 Penalty: 5160.183594
	Iteration 64Q: 3 clusters Score -4677094 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -4677161.000000 Penalty: 5160.183594
	Iteration 65Q: 3 clusters Score -4677161 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -4677221.000000 Penalty: 5160.183594
	Iteration 66Q: 3 clusters Score -4677221 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -4677266.000000 Penalty: 5160.183594
	Iteration 67Q: 3 clusters Score -4677266 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -4677323.000000 Penalty: 5160.183594
	Iteration 68Q: 3 clusters Score -4677323 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -4677363.500000 Penalty: 5160.183594
	Iteration 69Q: 3 clusters Score -4677364 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -4677403.500000 Penalty: 5160.183594
	Iteration 70Q: 3 clusters Score -4677404 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -4677437.000000 Penalty: 5160.183594
	Iteration 71Q: 3 clusters Score -4677437 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -4677478.500000 Penalty: 5160.183594
	Iteration 72Q: 3 clusters Score -4677478 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 30940 members 
Entering Unmasked Estep 
Score: -4677529.000000 Penalty: 5160.183594
	Iteration 73Q: 3 clusters Score -4677529 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -4677554.500000 Penalty: 5160.183594
	Iteration 74Q: 3 clusters Score -4677554 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -4677608.000000 Penalty: 5160.183594
	Iteration 75Q: 3 clusters Score -4677608 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
Score: -4677655.000000 Penalty: 5160.183594
	Iteration 76Q: 3 clusters Score -4677655 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 31349 members 
Entering Unmasked Estep 
Score: -4677697.500000 Penalty: 5160.183594
	Iteration 77Q: 3 clusters Score -4677698 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -4677747.000000 Penalty: 5160.183594
	Iteration 78Q: 3 clusters Score -4677747 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -4677778.000000 Penalty: 5160.183594
	Iteration 79Q: 3 clusters Score -4677778 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -4677829.000000 Penalty: 5160.183594
	Iteration 80F: 3 clusters Score -4677829 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -4677856.500000 Penalty: 5160.183594
	Iteration 81Q: 3 clusters Score -4677856 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -4677884.000000 Penalty: 5160.183594
	Iteration 82Q: 3 clusters Score -4677884 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -4677910.500000 Penalty: 5160.183594
	Iteration 83Q: 3 clusters Score -4677910 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -4677932.500000 Penalty: 5160.183594
	Iteration 84Q: 3 clusters Score -4677932 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -4677948.000000 Penalty: 5160.183594
	Iteration 85Q: 3 clusters Score -4677948 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -4677956.000000 Penalty: 5160.183594
	Iteration 86Q: 3 clusters Score -4677956 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -4677969.000000 Penalty: 5160.183594
	Iteration 87Q: 3 clusters Score -4677969 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 31945 members 
Entering Unmasked Estep 
Score: -4677978.500000 Penalty: 5160.183594
	Iteration 88Q: 3 clusters Score -4677978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -4677991.000000 Penalty: 5160.183594
	Iteration 89Q: 3 clusters Score -4677991 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -4678003.000000 Penalty: 5160.183594
	Iteration 90Q: 3 clusters Score -4678003 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -4678006.500000 Penalty: 5160.183594
	Iteration 91Q: 3 clusters Score -4678006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -4678010.000000 Penalty: 5160.183594
	Iteration 92Q: 3 clusters Score -4678010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 32035 members 
Entering Unmasked Estep 
Score: -4678022.000000 Penalty: 5160.183594
	Iteration 93Q: 3 clusters Score -4678022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -4678023.000000 Penalty: 5160.183594
	Iteration 94Q: 3 clusters Score -4678023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -4678027.000000 Penalty: 5160.183594
	Iteration 95Q: 3 clusters Score -4678027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -4678032.000000 Penalty: 5160.183594
	Iteration 96Q: 3 clusters Score -4678032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -4678034.000000 Penalty: 5160.183594
	Iteration 97Q: 3 clusters Score -4678034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -4678030.500000 Penalty: 5160.183594
	Iteration 98Q: 3 clusters Score -4678030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -4678038.000000 Penalty: 5160.183594
	Iteration 99Q: 3 clusters Score -4678038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -4678041.000000 Penalty: 5160.183594
	Iteration 100F: 3 clusters Score -4678041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -4678044.000000 Penalty: 5160.183594
	Iteration 101Q: 3 clusters Score -4678044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
Score: -4678045.500000 Penalty: 5160.183594
	Iteration 102Q: 3 clusters Score -4678046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -4678046.000000 Penalty: 5160.183594
	Iteration 103Q: 3 clusters Score -4678046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -4678045.500000 Penalty: 5160.183594
	Iteration 104Q: 3 clusters Score -4678046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -4678051.000000 Penalty: 5160.183594
	Iteration 105Q: 3 clusters Score -4678051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -4678052.000000 Penalty: 5160.183594
	Iteration 106Q: 3 clusters Score -4678052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 32115 members 
Entering Unmasked Estep 
Score: -4678049.500000 Penalty: 5160.183594
	Iteration 107Q: 3 clusters Score -4678050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -4678051.000000 Penalty: 5160.183594
	Iteration 108Q: 3 clusters Score -4678051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -4678051.000000 Penalty: 5160.183594
	Iteration 109F: 3 clusters Score -4678051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (116445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116445 members 
Entering Unmasked Estep 
Score: -16491416.000000 Penalty: 2892.963379
	Iteration 0F: 2 clusters Score -1.649142e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58301 members 
Mstep: Class 2 contains 58144 members 
Entering Unmasked Estep 
Score: -16416032.000000 Penalty: 5785.926758
	Iteration 0F: 3 clusters Score -1.641603e+07 nChanged 55154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59501 members 
Mstep: Class 2 contains 56944 members 
Entering Unmasked Estep 
Score: -16447070.000000 Penalty: 5785.926758
	Iteration 1F: 3 clusters Score -1.644707e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60227 members 
Mstep: Class 2 contains 56218 members 
Entering Unmasked Estep 
Score: -16447772.000000 Penalty: 5785.926758
	Iteration 2Q: 3 clusters Score -1.644777e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61408 members 
Mstep: Class 2 contains 55037 members 
Entering Unmasked Estep 
Score: -16448694.000000 Penalty: 5785.926758
	Iteration 3Q: 3 clusters Score -1.644869e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63290 members 
Mstep: Class 2 contains 53155 members 
Entering Unmasked Estep 
Score: -16449818.000000 Penalty: 5785.926758
	Iteration 4Q: 3 clusters Score -1.644982e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65991 members 
Mstep: Class 2 contains 50454 members 
Entering Unmasked Estep 
Score: -16451286.000000 Penalty: 5785.926758
	Iteration 5Q: 3 clusters Score -1.645129e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69980 members 
Mstep: Class 2 contains 46465 members 
Entering Unmasked Estep 
Score: -16453695.000000 Penalty: 5785.926758
	Iteration 6Q: 3 clusters Score -1.64537e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75624 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
Score: -16457253.000000 Penalty: 5785.926758
	Iteration 7F: 3 clusters Score -1.645725e+07 nChanged 7703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82819 members 
Mstep: Class 2 contains 33626 members 
Entering Unmasked Estep 
Score: -16462461.000000 Penalty: 5785.926758
	Iteration 8F: 3 clusters Score -1.646246e+07 nChanged 8575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91102 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -16468995.000000 Penalty: 5785.926758
	Iteration 9F: 3 clusters Score -1.6469e+07 nChanged 8037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98961 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -16475206.000000 Penalty: 5785.926758
	Iteration 10F: 3 clusters Score -1.647521e+07 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105270 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -16480385.000000 Penalty: 5785.926758
	Iteration 11F: 3 clusters Score -1.648038e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109530 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -16483830.000000 Penalty: 5785.926758
	Iteration 12Q: 3 clusters Score -1.648383e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112213 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -16486001.000000 Penalty: 5785.926758
	Iteration 13Q: 3 clusters Score -1.6486e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113755 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -16487282.000000 Penalty: 5785.926758
	Iteration 14Q: 3 clusters Score -1.648728e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114586 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -16488048.000000 Penalty: 5785.926758
	Iteration 15Q: 3 clusters Score -1.648805e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115019 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -16488422.000000 Penalty: 5785.926758
	Iteration 16Q: 3 clusters Score -1.648842e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115253 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -16488552.000000 Penalty: 5785.926758
	Iteration 17Q: 3 clusters Score -1.648855e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115399 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -16488698.000000 Penalty: 5785.926758
	Iteration 18Q: 3 clusters Score -1.64887e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115506 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -16488808.000000 Penalty: 5785.926758
	Iteration 19Q: 3 clusters Score -1.648881e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115586 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -16488907.000000 Penalty: 5785.926758
	Iteration 20F: 3 clusters Score -1.648891e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115640 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -16488953.000000 Penalty: 5785.926758
	Iteration 21Q: 3 clusters Score -1.648895e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115674 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -16488947.000000 Penalty: 5785.926758
	Iteration 22Q: 3 clusters Score -1.648895e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115707 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -16488990.000000 Penalty: 5785.926758
	Iteration 23Q: 3 clusters Score -1.648899e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115724 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -16489018.000000 Penalty: 5785.926758
	Iteration 24Q: 3 clusters Score -1.648902e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115737 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -16489021.000000 Penalty: 5785.926758
	Iteration 25Q: 3 clusters Score -1.648902e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115745 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -16489033.000000 Penalty: 5785.926758
	Iteration 26Q: 3 clusters Score -1.648903e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115752 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -16489040.000000 Penalty: 5785.926758
	Iteration 27Q: 3 clusters Score -1.648904e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115761 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -16489049.000000 Penalty: 5785.926758
	Iteration 28Q: 3 clusters Score -1.648905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115765 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -16489065.000000 Penalty: 5785.926758
	Iteration 29Q: 3 clusters Score -1.648906e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115767 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -16489060.000000 Penalty: 5785.926758
	Iteration 30Q: 3 clusters Score -1.648906e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115769 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -16489058.000000 Penalty: 5785.926758
	Iteration 31Q: 3 clusters Score -1.648906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115772 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -16489070.000000 Penalty: 5785.926758
	Iteration 32Q: 3 clusters Score -1.648907e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115775 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -16489061.000000 Penalty: 5785.926758
	Iteration 33Q: 3 clusters Score -1.648906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115778 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -16489063.000000 Penalty: 5785.926758
	Iteration 34Q: 3 clusters Score -1.648906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115779 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -16489074.000000 Penalty: 5785.926758
	Iteration 35Q: 3 clusters Score -1.648907e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115784 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -16489071.000000 Penalty: 5785.926758
	Iteration 36Q: 3 clusters Score -1.648907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115788 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -16489078.000000 Penalty: 5785.926758
	Iteration 37Q: 3 clusters Score -1.648908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115792 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -16489071.000000 Penalty: 5785.926758
	Iteration 38Q: 3 clusters Score -1.648907e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115793 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -16489071.000000 Penalty: 5785.926758
	Iteration 39Q: 3 clusters Score -1.648907e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115793 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -16489071.000000 Penalty: 5785.926758
	Iteration 40F: 3 clusters Score -1.648907e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (45967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45967 members 
Entering Unmasked Estep 
Score: -6507031.500000 Penalty: 2662.448242
	Iteration 0F: 2 clusters Score -6507032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -6475922.500000 Penalty: 5324.896484
	Iteration 0F: 3 clusters Score -6475922 nChanged 21173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -6487591.000000 Penalty: 5324.896484
	Iteration 1F: 3 clusters Score -6487591 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -6488231.500000 Penalty: 5324.896484
	Iteration 2Q: 3 clusters Score -6488232 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -6488982.500000 Penalty: 5324.896484
	Iteration 3Q: 3 clusters Score -6488982 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -6490086.000000 Penalty: 5324.896484
	Iteration 4Q: 3 clusters Score -6490086 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -6491752.000000 Penalty: 5324.896484
	Iteration 5F: 3 clusters Score -6491752 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -6494238.000000 Penalty: 5324.896484
	Iteration 6F: 3 clusters Score -6494238 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -6497308.500000 Penalty: 5324.896484
	Iteration 7F: 3 clusters Score -6497308 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37344 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -6500050.000000 Penalty: 5324.896484
	Iteration 8F: 3 clusters Score -6500050 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -6501947.000000 Penalty: 5324.896484
	Iteration 9Q: 3 clusters Score -6501947 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -6502943.000000 Penalty: 5324.896484
	Iteration 10Q: 3 clusters Score -6502943 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -6503485.500000 Penalty: 5324.896484
	Iteration 11Q: 3 clusters Score -6503486 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41243 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -6503748.000000 Penalty: 5324.896484
	Iteration 12Q: 3 clusters Score -6503748 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -6504000.000000 Penalty: 5324.896484
	Iteration 13Q: 3 clusters Score -6504000 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41999 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -6504139.000000 Penalty: 5324.896484
	Iteration 14Q: 3 clusters Score -6504139 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42282 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -6504262.000000 Penalty: 5324.896484
	Iteration 15Q: 3 clusters Score -6504262 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -6504337.000000 Penalty: 5324.896484
	Iteration 16Q: 3 clusters Score -6504337 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -6504406.000000 Penalty: 5324.896484
	Iteration 17Q: 3 clusters Score -6504406 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -6504466.000000 Penalty: 5324.896484
	Iteration 18Q: 3 clusters Score -6504466 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -6504532.000000 Penalty: 5324.896484
	Iteration 19Q: 3 clusters Score -6504532 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43222 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -6504586.500000 Penalty: 5324.896484
	Iteration 20F: 3 clusters Score -6504586 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43345 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -6504629.000000 Penalty: 5324.896484
	Iteration 21Q: 3 clusters Score -6504629 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -6504651.000000 Penalty: 5324.896484
	Iteration 22Q: 3 clusters Score -6504651 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43554 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -6504663.000000 Penalty: 5324.896484
	Iteration 23Q: 3 clusters Score -6504663 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -6504697.500000 Penalty: 5324.896484
	Iteration 24Q: 3 clusters Score -6504698 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43728 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -6504710.500000 Penalty: 5324.896484
	Iteration 25Q: 3 clusters Score -6504710 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43807 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -6504741.500000 Penalty: 5324.896484
	Iteration 26Q: 3 clusters Score -6504742 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -6504768.500000 Penalty: 5324.896484
	Iteration 27Q: 3 clusters Score -6504768 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -6504789.500000 Penalty: 5324.896484
	Iteration 28Q: 3 clusters Score -6504790 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -6504796.500000 Penalty: 5324.896484
	Iteration 29Q: 3 clusters Score -6504796 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44036 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -6504813.000000 Penalty: 5324.896484
	Iteration 30Q: 3 clusters Score -6504813 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -6504805.500000 Penalty: 5324.896484
	Iteration 31Q: 3 clusters Score -6504806 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44099 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -6504814.000000 Penalty: 5324.896484
	Iteration 32Q: 3 clusters Score -6504814 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -6504822.500000 Penalty: 5324.896484
	Iteration 33Q: 3 clusters Score -6504822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -6504818.500000 Penalty: 5324.896484
	Iteration 34Q: 3 clusters Score -6504818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -6504831.500000 Penalty: 5324.896484
	Iteration 35Q: 3 clusters Score -6504832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44162 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -6504825.000000 Penalty: 5324.896484
	Iteration 36Q: 3 clusters Score -6504825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -6504827.000000 Penalty: 5324.896484
	Iteration 37Q: 3 clusters Score -6504827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -6504836.000000 Penalty: 5324.896484
	Iteration 38Q: 3 clusters Score -6504836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -6504842.000000 Penalty: 5324.896484
	Iteration 39Q: 3 clusters Score -6504842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44212 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -6504851.000000 Penalty: 5324.896484
	Iteration 40F: 3 clusters Score -6504851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44221 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -6504849.000000 Penalty: 5324.896484
	Iteration 41Q: 3 clusters Score -6504849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -6504852.000000 Penalty: 5324.896484
	Iteration 42Q: 3 clusters Score -6504852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44236 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -6504842.000000 Penalty: 5324.896484
	Iteration 43Q: 3 clusters Score -6504842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44241 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -6504849.000000 Penalty: 5324.896484
	Iteration 44Q: 3 clusters Score -6504849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44244 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -6504845.000000 Penalty: 5324.896484
	Iteration 45Q: 3 clusters Score -6504845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44250 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -6504846.500000 Penalty: 5324.896484
	Iteration 46Q: 3 clusters Score -6504846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44256 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -6504860.000000 Penalty: 5324.896484
	Iteration 47Q: 3 clusters Score -6504860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44261 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -6504861.500000 Penalty: 5324.896484
	Iteration 48Q: 3 clusters Score -6504862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44264 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -6504867.500000 Penalty: 5324.896484
	Iteration 49Q: 3 clusters Score -6504868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -6504869.000000 Penalty: 5324.896484
	Iteration 50Q: 3 clusters Score -6504869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44272 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -6504872.000000 Penalty: 5324.896484
	Iteration 51Q: 3 clusters Score -6504872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -6504867.000000 Penalty: 5324.896484
	Iteration 52Q: 3 clusters Score -6504867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44279 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -6504866.000000 Penalty: 5324.896484
	Iteration 53Q: 3 clusters Score -6504866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44282 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -6504861.500000 Penalty: 5324.896484
	Iteration 54Q: 3 clusters Score -6504862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44287 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -6504860.000000 Penalty: 5324.896484
	Iteration 55Q: 3 clusters Score -6504860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44295 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -6504859.000000 Penalty: 5324.896484
	Iteration 56Q: 3 clusters Score -6504859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44302 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -6504858.500000 Penalty: 5324.896484
	Iteration 57Q: 3 clusters Score -6504858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44310 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -6504868.000000 Penalty: 5324.896484
	Iteration 58Q: 3 clusters Score -6504868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44314 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -6504864.500000 Penalty: 5324.896484
	Iteration 59Q: 3 clusters Score -6504864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -6504867.000000 Penalty: 5324.896484
	Iteration 60F: 3 clusters Score -6504867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44319 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -6504872.500000 Penalty: 5324.896484
	Iteration 61Q: 3 clusters Score -6504872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -6504873.000000 Penalty: 5324.896484
	Iteration 62Q: 3 clusters Score -6504873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -6504872.000000 Penalty: 5324.896484
	Iteration 63Q: 3 clusters Score -6504872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -6504872.000000 Penalty: 5324.896484
	Iteration 64F: 3 clusters Score -6504872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (170896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170896 members 
Entering Unmasked Estep 
Score: -23843888.000000 Penalty: 2988.104980
	Iteration 0F: 2 clusters Score -2.384389e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85424 members 
Mstep: Class 2 contains 85472 members 
Entering Unmasked Estep 
Score: -23736008.000000 Penalty: 5976.209961
	Iteration 0F: 3 clusters Score -2.373601e+07 nChanged 81801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84023 members 
Mstep: Class 2 contains 86873 members 
Entering Unmasked Estep 
Score: -23783226.000000 Penalty: 5976.209961
	Iteration 1F: 3 clusters Score -2.378323e+07 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83261 members 
Mstep: Class 2 contains 87635 members 
Entering Unmasked Estep 
Score: -23784066.000000 Penalty: 5976.209961
	Iteration 2Q: 3 clusters Score -2.378407e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82183 members 
Mstep: Class 2 contains 88713 members 
Entering Unmasked Estep 
Score: -23784858.000000 Penalty: 5976.209961
	Iteration 3Q: 3 clusters Score -2.378486e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80551 members 
Mstep: Class 2 contains 90345 members 
Entering Unmasked Estep 
Score: -23785898.000000 Penalty: 5976.209961
	Iteration 4Q: 3 clusters Score -2.37859e+07 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78154 members 
Mstep: Class 2 contains 92742 members 
Entering Unmasked Estep 
Score: -23787174.000000 Penalty: 5976.209961
	Iteration 5Q: 3 clusters Score -2.378717e+07 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74669 members 
Mstep: Class 2 contains 96227 members 
Entering Unmasked Estep 
Score: -23788850.000000 Penalty: 5976.209961
	Iteration 6Q: 3 clusters Score -2.378885e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69802 members 
Mstep: Class 2 contains 101094 members 
Entering Unmasked Estep 
Score: -23791592.000000 Penalty: 5976.209961
	Iteration 7Q: 3 clusters Score -2.379159e+07 nChanged 8091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63019 members 
Mstep: Class 2 contains 107877 members 
Entering Unmasked Estep 
Score: -23795894.000000 Penalty: 5976.209961
	Iteration 8Q: 3 clusters Score -2.379589e+07 nChanged 9851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54066 members 
Mstep: Class 2 contains 116830 members 
Entering Unmasked Estep 
Score: -23802634.000000 Penalty: 5976.209961
	Iteration 9F: 3 clusters Score -2.380263e+07 nChanged 11240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43396 members 
Mstep: Class 2 contains 127500 members 
Entering Unmasked Estep 
Score: -23811454.000000 Penalty: 5976.209961
	Iteration 10F: 3 clusters Score -2.381145e+07 nChanged 11338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32390 members 
Mstep: Class 2 contains 138506 members 
Entering Unmasked Estep 
Score: -23821082.000000 Penalty: 5976.209961
	Iteration 11F: 3 clusters Score -2.382108e+07 nChanged 9744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 148062 members 
Entering Unmasked Estep 
Score: -23829486.000000 Penalty: 5976.209961
	Iteration 12F: 3 clusters Score -2.382949e+07 nChanged 7256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 155146 members 
Entering Unmasked Estep 
Score: -23835558.000000 Penalty: 5976.209961
	Iteration 13Q: 3 clusters Score -2.383556e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 159770 members 
Entering Unmasked Estep 
Score: -23838976.000000 Penalty: 5976.209961
	Iteration 14Q: 3 clusters Score -2.383898e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 162698 members 
Entering Unmasked Estep 
Score: -23840574.000000 Penalty: 5976.209961
	Iteration 15Q: 3 clusters Score -2.384057e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 164651 members 
Entering Unmasked Estep 
Score: -23841310.000000 Penalty: 5976.209961
	Iteration 16Q: 3 clusters Score -2.384131e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 165961 members 
Entering Unmasked Estep 
Score: -23841650.000000 Penalty: 5976.209961
	Iteration 17Q: 3 clusters Score -2.384165e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 166874 members 
Entering Unmasked Estep 
Score: -23841702.000000 Penalty: 5976.209961
	Iteration 18Q: 3 clusters Score -2.38417e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 167515 members 
Entering Unmasked Estep 
Score: -23841810.000000 Penalty: 5976.209961
	Iteration 19Q: 3 clusters Score -2.384181e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 167965 members 
Entering Unmasked Estep 
Score: -23841794.000000 Penalty: 5976.209961
	Iteration 20F: 3 clusters Score -2.384179e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 168269 members 
Entering Unmasked Estep 
Score: -23841826.000000 Penalty: 5976.209961
	Iteration 21Q: 3 clusters Score -2.384183e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 168504 members 
Entering Unmasked Estep 
Score: -23841842.000000 Penalty: 5976.209961
	Iteration 22Q: 3 clusters Score -2.384184e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 168694 members 
Entering Unmasked Estep 
Score: -23841822.000000 Penalty: 5976.209961
	Iteration 23Q: 3 clusters Score -2.384182e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 168851 members 
Entering Unmasked Estep 
Score: -23841836.000000 Penalty: 5976.209961
	Iteration 24Q: 3 clusters Score -2.384184e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 168966 members 
Entering Unmasked Estep 
Score: -23841832.000000 Penalty: 5976.209961
	Iteration 25Q: 3 clusters Score -2.384183e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 169057 members 
Entering Unmasked Estep 
Score: -23841898.000000 Penalty: 5976.209961
	Iteration 26Q: 3 clusters Score -2.38419e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 169137 members 
Entering Unmasked Estep 
Score: -23841910.000000 Penalty: 5976.209961
	Iteration 27Q: 3 clusters Score -2.384191e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 169203 members 
Entering Unmasked Estep 
Score: -23841896.000000 Penalty: 5976.209961
	Iteration 28Q: 3 clusters Score -2.38419e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 169259 members 
Entering Unmasked Estep 
Score: -23841922.000000 Penalty: 5976.209961
	Iteration 29Q: 3 clusters Score -2.384192e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 169304 members 
Entering Unmasked Estep 
Score: -23841896.000000 Penalty: 5976.209961
	Iteration 30Q: 3 clusters Score -2.38419e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 169352 members 
Entering Unmasked Estep 
Score: -23841900.000000 Penalty: 5976.209961
	Iteration 31Q: 3 clusters Score -2.38419e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 169387 members 
Entering Unmasked Estep 
Score: -23841882.000000 Penalty: 5976.209961
	Iteration 32Q: 3 clusters Score -2.384188e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 169424 members 
Entering Unmasked Estep 
Score: -23841894.000000 Penalty: 5976.209961
	Iteration 33Q: 3 clusters Score -2.384189e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 169465 members 
Entering Unmasked Estep 
Score: -23841876.000000 Penalty: 5976.209961
	Iteration 34Q: 3 clusters Score -2.384188e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 169496 members 
Entering Unmasked Estep 
Score: -23841900.000000 Penalty: 5976.209961
	Iteration 35Q: 3 clusters Score -2.38419e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 169529 members 
Entering Unmasked Estep 
Score: -23841900.000000 Penalty: 5976.209961
	Iteration 36Q: 3 clusters Score -2.38419e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 169564 members 
Entering Unmasked Estep 
Score: -23841908.000000 Penalty: 5976.209961
	Iteration 37Q: 3 clusters Score -2.384191e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 169589 members 
Entering Unmasked Estep 
Score: -23841932.000000 Penalty: 5976.209961
	Iteration 38Q: 3 clusters Score -2.384193e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 169609 members 
Entering Unmasked Estep 
Score: -23841912.000000 Penalty: 5976.209961
	Iteration 39Q: 3 clusters Score -2.384191e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 169614 members 
Entering Unmasked Estep 
Score: -23841910.000000 Penalty: 5976.209961
	Iteration 40F: 3 clusters Score -2.384191e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 169625 members 
Entering Unmasked Estep 
Score: -23841914.000000 Penalty: 5976.209961
	Iteration 41Q: 3 clusters Score -2.384191e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 169634 members 
Entering Unmasked Estep 
Score: -23841918.000000 Penalty: 5976.209961
	Iteration 42Q: 3 clusters Score -2.384192e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 169640 members 
Entering Unmasked Estep 
Score: -23841922.000000 Penalty: 5976.209961
	Iteration 43Q: 3 clusters Score -2.384192e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 169650 members 
Entering Unmasked Estep 
Score: -23841922.000000 Penalty: 5976.209961
	Iteration 44Q: 3 clusters Score -2.384192e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 169656 members 
Entering Unmasked Estep 
Score: -23841916.000000 Penalty: 5976.209961
	Iteration 45Q: 3 clusters Score -2.384192e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 169666 members 
Entering Unmasked Estep 
Score: -23841916.000000 Penalty: 5976.209961
	Iteration 46Q: 3 clusters Score -2.384192e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 169677 members 
Entering Unmasked Estep 
Score: -23841914.000000 Penalty: 5976.209961
	Iteration 47Q: 3 clusters Score -2.384191e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 169685 members 
Entering Unmasked Estep 
Score: -23841936.000000 Penalty: 5976.209961
	Iteration 48Q: 3 clusters Score -2.384194e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 169688 members 
Entering Unmasked Estep 
Score: -23841958.000000 Penalty: 5976.209961
	Iteration 49Q: 3 clusters Score -2.384196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 169694 members 
Entering Unmasked Estep 
Score: -23841958.000000 Penalty: 5976.209961
	Iteration 50Q: 3 clusters Score -2.384196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 169699 members 
Entering Unmasked Estep 
Score: -23841960.000000 Penalty: 5976.209961
	Iteration 51Q: 3 clusters Score -2.384196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 169701 members 
Entering Unmasked Estep 
Score: -23841942.000000 Penalty: 5976.209961
	Iteration 52Q: 3 clusters Score -2.384194e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 169703 members 
Entering Unmasked Estep 
Score: -23841952.000000 Penalty: 5976.209961
	Iteration 53Q: 3 clusters Score -2.384195e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 169707 members 
Entering Unmasked Estep 
Score: -23841934.000000 Penalty: 5976.209961
	Iteration 54Q: 3 clusters Score -2.384193e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 169712 members 
Entering Unmasked Estep 
Score: -23841938.000000 Penalty: 5976.209961
	Iteration 55Q: 3 clusters Score -2.384194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 169713 members 
Entering Unmasked Estep 
Score: -23841950.000000 Penalty: 5976.209961
	Iteration 56Q: 3 clusters Score -2.384195e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 169718 members 
Entering Unmasked Estep 
Score: -23841958.000000 Penalty: 5976.209961
	Iteration 57Q: 3 clusters Score -2.384196e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 169725 members 
Entering Unmasked Estep 
Score: -23841956.000000 Penalty: 5976.209961
	Iteration 58Q: 3 clusters Score -2.384196e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 169733 members 
Entering Unmasked Estep 
Score: -23841948.000000 Penalty: 5976.209961
	Iteration 59Q: 3 clusters Score -2.384195e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 169737 members 
Entering Unmasked Estep 
Score: -23841972.000000 Penalty: 5976.209961
	Iteration 60F: 3 clusters Score -2.384197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 169740 members 
Entering Unmasked Estep 
Score: -23841946.000000 Penalty: 5976.209961
	Iteration 61Q: 3 clusters Score -2.384195e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 169745 members 
Entering Unmasked Estep 
Score: -23841934.000000 Penalty: 5976.209961
	Iteration 62Q: 3 clusters Score -2.384193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 169747 members 
Entering Unmasked Estep 
Score: -23841942.000000 Penalty: 5976.209961
	Iteration 63Q: 3 clusters Score -2.384194e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 169755 members 
Entering Unmasked Estep 
Score: -23841946.000000 Penalty: 5976.209961
	Iteration 64Q: 3 clusters Score -2.384195e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 169762 members 
Entering Unmasked Estep 
Score: -23841954.000000 Penalty: 5976.209961
	Iteration 65Q: 3 clusters Score -2.384195e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 169764 members 
Entering Unmasked Estep 
Score: -23841960.000000 Penalty: 5976.209961
	Iteration 66Q: 3 clusters Score -2.384196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 169767 members 
Entering Unmasked Estep 
Score: -23841958.000000 Penalty: 5976.209961
	Iteration 67Q: 3 clusters Score -2.384196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 169770 members 
Entering Unmasked Estep 
Score: -23841944.000000 Penalty: 5976.209961
	Iteration 68Q: 3 clusters Score -2.384194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 169772 members 
Entering Unmasked Estep 
Score: -23841964.000000 Penalty: 5976.209961
	Iteration 69Q: 3 clusters Score -2.384196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 169777 members 
Entering Unmasked Estep 
Score: -23841962.000000 Penalty: 5976.209961
	Iteration 70Q: 3 clusters Score -2.384196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 169778 members 
Entering Unmasked Estep 
Score: -23841958.000000 Penalty: 5976.209961
	Iteration 71Q: 3 clusters Score -2.384196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 169779 members 
Entering Unmasked Estep 
Score: -23841964.000000 Penalty: 5976.209961
	Iteration 72Q: 3 clusters Score -2.384196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 169781 members 
Entering Unmasked Estep 
Score: -23841966.000000 Penalty: 5976.209961
	Iteration 73Q: 3 clusters Score -2.384197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 169781 members 
Entering Unmasked Estep 
Score: -23841972.000000 Penalty: 5976.209961
	Iteration 74Q: 3 clusters Score -2.384197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 169780 members 
Entering Unmasked Estep 
Score: -23841980.000000 Penalty: 5976.209961
	Iteration 75Q: 3 clusters Score -2.384198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 169780 members 
Entering Unmasked Estep 
Score: -23841970.000000 Penalty: 5976.209961
	Iteration 76Q: 3 clusters Score -2.384197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 169779 members 
Entering Unmasked Estep 
Score: -23841972.000000 Penalty: 5976.209961
	Iteration 77Q: 3 clusters Score -2.384197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 169779 members 
Entering Unmasked Estep 
Score: -23841954.000000 Penalty: 5976.209961
	Iteration 78Q: 3 clusters Score -2.384195e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 169779 members 
Entering Unmasked Estep 
Score: -23841968.000000 Penalty: 5976.209961
	Iteration 79Q: 3 clusters Score -2.384197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 169780 members 
Entering Unmasked Estep 
Score: -23841960.000000 Penalty: 5976.209961
	Iteration 80F: 3 clusters Score -2.384196e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Entering Unmasked Estep 
Score: -4645315.500000 Penalty: 2578.779785
	Iteration 0F: 2 clusters Score -4645316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -4622870.000000 Penalty: 5157.559570
	Iteration 0F: 3 clusters Score -4622870 nChanged 14808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -4631111.500000 Penalty: 5157.559570
	Iteration 1F: 3 clusters Score -4631112 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -4631943.000000 Penalty: 5157.559570
	Iteration 2F: 3 clusters Score -4631943 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -4633083.500000 Penalty: 5157.559570
	Iteration 3F: 3 clusters Score -4633084 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -4634884.000000 Penalty: 5157.559570
	Iteration 4F: 3 clusters Score -4634884 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -4637573.500000 Penalty: 5157.559570
	Iteration 5F: 3 clusters Score -4637574 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -4640666.500000 Penalty: 5157.559570
	Iteration 6F: 3 clusters Score -4640666 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -4642980.500000 Penalty: 5157.559570
	Iteration 7F: 3 clusters Score -4642980 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -4644114.000000 Penalty: 5157.559570
	Iteration 8Q: 3 clusters Score -4644114 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -4644516.000000 Penalty: 5157.559570
	Iteration 9Q: 3 clusters Score -4644516 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -4644691.500000 Penalty: 5157.559570
	Iteration 10Q: 3 clusters Score -4644692 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -4644742.000000 Penalty: 5157.559570
	Iteration 11Q: 3 clusters Score -4644742 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4644772.000000 Penalty: 5157.559570
	Iteration 12Q: 3 clusters Score -4644772 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -4644794.000000 Penalty: 5157.559570
	Iteration 13Q: 3 clusters Score -4644794 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -4644801.500000 Penalty: 5157.559570
	Iteration 14Q: 3 clusters Score -4644802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4644808.500000 Penalty: 5157.559570
	Iteration 15Q: 3 clusters Score -4644808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4644814.000000 Penalty: 5157.559570
	Iteration 16Q: 3 clusters Score -4644814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4644814.500000 Penalty: 5157.559570
	Iteration 17Q: 3 clusters Score -4644814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4644819.000000 Penalty: 5157.559570
	Iteration 18Q: 3 clusters Score -4644819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -4644816.500000 Penalty: 5157.559570
	Iteration 19Q: 3 clusters Score -4644816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4644820.000000 Penalty: 5157.559570
	Iteration 20F: 3 clusters Score -4644820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -4644824.000000 Penalty: 5157.559570
	Iteration 21Q: 3 clusters Score -4644824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -4644824.500000 Penalty: 5157.559570
	Iteration 22Q: 3 clusters Score -4644824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4644824.000000 Penalty: 5157.559570
	Iteration 23Q: 3 clusters Score -4644824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4644822.500000 Penalty: 5157.559570
	Iteration 24Q: 3 clusters Score -4644822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -4644821.500000 Penalty: 5157.559570
	Iteration 25Q: 3 clusters Score -4644822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4644825.000000 Penalty: 5157.559570
	Iteration 26Q: 3 clusters Score -4644825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4644825.000000 Penalty: 5157.559570
	Iteration 27F: 3 clusters Score -4644825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -95929.156250 Penalty: 1680.007446
	Iteration 0F: 2 clusters Score -95929.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -94348.539062 Penalty: 3360.014893
	Iteration 0F: 3 clusters Score -94348.54 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -95403.296875 Penalty: 3360.014893
	Iteration 1F: 3 clusters Score -95403.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -96033.617188 Penalty: 3360.014893
	Iteration 2F: 3 clusters Score -96033.62 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -96589.382812 Penalty: 3360.014893
	Iteration 3F: 3 clusters Score -96589.38 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -96835.421875 Penalty: 3360.014893
	Iteration 4F: 3 clusters Score -96835.42 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -96965.562500 Penalty: 3360.014893
	Iteration 5Q: 3 clusters Score -96965.56 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -97092.273438 Penalty: 3360.014893
	Iteration 6Q: 3 clusters Score -97092.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -97201.789062 Penalty: 3360.014893
	Iteration 7Q: 3 clusters Score -97201.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -97339.625000 Penalty: 3360.014893
	Iteration 8Q: 3 clusters Score -97339.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -97437.398438 Penalty: 3360.014893
	Iteration 9Q: 3 clusters Score -97437.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -97519.601562 Penalty: 3360.014893
	Iteration 10Q: 3 clusters Score -97519.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -97567.500000 Penalty: 3360.014893
	Iteration 11Q: 3 clusters Score -97567.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -97637.593750 Penalty: 3360.014893
	Iteration 12Q: 3 clusters Score -97637.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -97708.218750 Penalty: 3360.014893
	Iteration 13Q: 3 clusters Score -97708.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -97745.460938 Penalty: 3360.014893
	Iteration 14Q: 3 clusters Score -97745.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -97749.789062 Penalty: 3360.014893
	Iteration 15Q: 3 clusters Score -97749.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -97752.679688 Penalty: 3360.014893
	Iteration 16Q: 3 clusters Score -97752.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -97766.703125 Penalty: 3360.014893
	Iteration 17Q: 3 clusters Score -97766.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -97788.140625 Penalty: 3360.014893
	Iteration 18Q: 3 clusters Score -97788.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -97797.328125 Penalty: 3360.014893
	Iteration 19Q: 3 clusters Score -97797.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -97801.703125 Penalty: 3360.014893
	Iteration 20F: 3 clusters Score -97801.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -97840.843750 Penalty: 3360.014893
	Iteration 21Q: 3 clusters Score -97840.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -97841.609375 Penalty: 3360.014893
	Iteration 22Q: 3 clusters Score -97841.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -97841.609375 Penalty: 3360.014893
	Iteration 23F: 3 clusters Score -97841.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 101923 members 
Mstep: Class 2 contains 35690 members 
Mstep: Class 3 contains 32978 members 
Mstep: Class 4 contains 116445 members 
Mstep: Class 5 contains 45967 members 
Mstep: Class 6 contains 170896 members 
Mstep: Class 7 contains 32804 members 
Mstep: Class 8 contains 529 members 
Mstep: Class 9 contains 68081 members 
Mstep: Class 10 contains 7862 members 
Mstep: Class 11 contains 3144 members 
Mstep: Class 12 contains 3979 members 
Mstep: Class 13 contains 160429 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 25659 members 
Mstep: Class 18 contains 21000 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2461 members 
Mstep: Class 21 contains 105399 members 
Mstep: Class 22 contains 8288 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 11548 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 346 members 
Entering Unmasked Estep 
Score: -132685192.000000 Penalty: 92242.843750
Splitting cluster 8 changes total score from -132685104.000000 to -132685192.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 9 (68081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68081 members 
Entering Unmasked Estep 
Score: -9582616.000000 Penalty: 2759.856445
	Iteration 0F: 2 clusters Score -9582616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -9536817.000000 Penalty: 5519.712891
	Iteration 0F: 3 clusters Score -9536817 nChanged 31892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -9554656.000000 Penalty: 5519.712891
	Iteration 1F: 3 clusters Score -9554656 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -9555305.000000 Penalty: 5519.712891
	Iteration 2Q: 3 clusters Score -9555305 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36639 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -9555922.000000 Penalty: 5519.712891
	Iteration 3Q: 3 clusters Score -9555922 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -9556853.000000 Penalty: 5519.712891
	Iteration 4Q: 3 clusters Score -9556853 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -9558037.000000 Penalty: 5519.712891
	Iteration 5Q: 3 clusters Score -9558037 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42367 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -9559805.000000 Penalty: 5519.712891
	Iteration 6F: 3 clusters Score -9559805 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45725 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -9562374.000000 Penalty: 5519.712891
	Iteration 7F: 3 clusters Score -9562374 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49804 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -9565953.000000 Penalty: 5519.712891
	Iteration 8F: 3 clusters Score -9565953 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53946 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -9569829.000000 Penalty: 5519.712891
	Iteration 9F: 3 clusters Score -9569829 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57251 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -9573302.000000 Penalty: 5519.712891
	Iteration 10F: 3 clusters Score -9573302 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59369 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -9575740.000000 Penalty: 5519.712891
	Iteration 11Q: 3 clusters Score -9575740 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60567 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -9577289.000000 Penalty: 5519.712891
	Iteration 12Q: 3 clusters Score -9577289 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61214 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -9578157.000000 Penalty: 5519.712891
	Iteration 13Q: 3 clusters Score -9578157 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61639 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -9578622.000000 Penalty: 5519.712891
	Iteration 14Q: 3 clusters Score -9578622 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61940 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -9578873.000000 Penalty: 5519.712891
	Iteration 15Q: 3 clusters Score -9578873 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62170 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -9578990.000000 Penalty: 5519.712891
	Iteration 16Q: 3 clusters Score -9578990 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62381 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -9579068.000000 Penalty: 5519.712891
	Iteration 17Q: 3 clusters Score -9579068 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62559 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -9579115.000000 Penalty: 5519.712891
	Iteration 18Q: 3 clusters Score -9579115 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62713 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -9579179.000000 Penalty: 5519.712891
	Iteration 19Q: 3 clusters Score -9579179 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62867 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -9579195.000000 Penalty: 5519.712891
	Iteration 20F: 3 clusters Score -9579195 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63010 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -9579248.000000 Penalty: 5519.712891
	Iteration 21Q: 3 clusters Score -9579248 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63150 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -9579257.000000 Penalty: 5519.712891
	Iteration 22Q: 3 clusters Score -9579257 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63281 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -9579271.000000 Penalty: 5519.712891
	Iteration 23Q: 3 clusters Score -9579271 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63407 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -9579307.000000 Penalty: 5519.712891
	Iteration 24Q: 3 clusters Score -9579307 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63529 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -9579315.000000 Penalty: 5519.712891
	Iteration 25Q: 3 clusters Score -9579315 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63649 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -9579373.000000 Penalty: 5519.712891
	Iteration 26Q: 3 clusters Score -9579373 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63792 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -9579397.000000 Penalty: 5519.712891
	Iteration 27Q: 3 clusters Score -9579397 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63935 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -9579443.000000 Penalty: 5519.712891
	Iteration 28Q: 3 clusters Score -9579443 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64072 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -9579473.000000 Penalty: 5519.712891
	Iteration 29Q: 3 clusters Score -9579473 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64204 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -9579521.000000 Penalty: 5519.712891
	Iteration 30Q: 3 clusters Score -9579521 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64330 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -9579545.000000 Penalty: 5519.712891
	Iteration 31Q: 3 clusters Score -9579545 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64436 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -9579578.000000 Penalty: 5519.712891
	Iteration 32Q: 3 clusters Score -9579578 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64538 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -9579609.000000 Penalty: 5519.712891
	Iteration 33Q: 3 clusters Score -9579609 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64647 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -9579638.000000 Penalty: 5519.712891
	Iteration 34Q: 3 clusters Score -9579638 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64766 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -9579648.000000 Penalty: 5519.712891
	Iteration 35Q: 3 clusters Score -9579648 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64865 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -9579707.000000 Penalty: 5519.712891
	Iteration 36Q: 3 clusters Score -9579707 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64968 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -9579732.000000 Penalty: 5519.712891
	Iteration 37Q: 3 clusters Score -9579732 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65064 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -9579755.000000 Penalty: 5519.712891
	Iteration 38Q: 3 clusters Score -9579755 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65147 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -9579768.000000 Penalty: 5519.712891
	Iteration 39Q: 3 clusters Score -9579768 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65243 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -9579772.000000 Penalty: 5519.712891
	Iteration 40F: 3 clusters Score -9579772 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65318 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -9579807.000000 Penalty: 5519.712891
	Iteration 41Q: 3 clusters Score -9579807 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65387 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -9579815.000000 Penalty: 5519.712891
	Iteration 42Q: 3 clusters Score -9579815 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65457 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -9579830.000000 Penalty: 5519.712891
	Iteration 43Q: 3 clusters Score -9579830 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65526 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -9579859.000000 Penalty: 5519.712891
	Iteration 44Q: 3 clusters Score -9579859 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65592 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -9579881.000000 Penalty: 5519.712891
	Iteration 45Q: 3 clusters Score -9579881 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65666 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -9579923.000000 Penalty: 5519.712891
	Iteration 46Q: 3 clusters Score -9579923 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65742 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -9579946.000000 Penalty: 5519.712891
	Iteration 47Q: 3 clusters Score -9579946 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65804 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -9579994.000000 Penalty: 5519.712891
	Iteration 48Q: 3 clusters Score -9579994 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65852 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -9579995.000000 Penalty: 5519.712891
	Iteration 49Q: 3 clusters Score -9579995 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65898 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -9580022.000000 Penalty: 5519.712891
	Iteration 50Q: 3 clusters Score -9580022 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65947 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -9580015.000000 Penalty: 5519.712891
	Iteration 51Q: 3 clusters Score -9580015 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65997 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -9580047.000000 Penalty: 5519.712891
	Iteration 52Q: 3 clusters Score -9580047 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66043 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -9580064.000000 Penalty: 5519.712891
	Iteration 53Q: 3 clusters Score -9580064 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66099 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -9580100.000000 Penalty: 5519.712891
	Iteration 54Q: 3 clusters Score -9580100 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66148 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -9580125.000000 Penalty: 5519.712891
	Iteration 55Q: 3 clusters Score -9580125 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66192 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -9580135.000000 Penalty: 5519.712891
	Iteration 56Q: 3 clusters Score -9580135 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66229 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -9580158.000000 Penalty: 5519.712891
	Iteration 57Q: 3 clusters Score -9580158 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66258 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -9580154.000000 Penalty: 5519.712891
	Iteration 58Q: 3 clusters Score -9580154 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66294 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -9580158.000000 Penalty: 5519.712891
	Iteration 59Q: 3 clusters Score -9580158 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66340 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -9580171.000000 Penalty: 5519.712891
	Iteration 60F: 3 clusters Score -9580171 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66376 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -9580191.000000 Penalty: 5519.712891
	Iteration 61Q: 3 clusters Score -9580191 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66410 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -9580191.000000 Penalty: 5519.712891
	Iteration 62Q: 3 clusters Score -9580191 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66442 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -9580210.000000 Penalty: 5519.712891
	Iteration 63Q: 3 clusters Score -9580210 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66467 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -9580231.000000 Penalty: 5519.712891
	Iteration 64Q: 3 clusters Score -9580231 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66486 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -9580247.000000 Penalty: 5519.712891
	Iteration 65Q: 3 clusters Score -9580247 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66502 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -9580256.000000 Penalty: 5519.712891
	Iteration 66Q: 3 clusters Score -9580256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66519 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -9580248.000000 Penalty: 5519.712891
	Iteration 67Q: 3 clusters Score -9580248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66529 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -9580253.000000 Penalty: 5519.712891
	Iteration 68Q: 3 clusters Score -9580253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66541 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -9580251.000000 Penalty: 5519.712891
	Iteration 69Q: 3 clusters Score -9580251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66553 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -9580259.000000 Penalty: 5519.712891
	Iteration 70Q: 3 clusters Score -9580259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66565 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -9580270.000000 Penalty: 5519.712891
	Iteration 71Q: 3 clusters Score -9580270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66570 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -9580266.000000 Penalty: 5519.712891
	Iteration 72Q: 3 clusters Score -9580266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66572 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -9580272.000000 Penalty: 5519.712891
	Iteration 73Q: 3 clusters Score -9580272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66575 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -9580273.000000 Penalty: 5519.712891
	Iteration 74Q: 3 clusters Score -9580273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66578 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -9580276.000000 Penalty: 5519.712891
	Iteration 75Q: 3 clusters Score -9580276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66585 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -9580274.000000 Penalty: 5519.712891
	Iteration 76Q: 3 clusters Score -9580274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66593 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -9580269.000000 Penalty: 5519.712891
	Iteration 77Q: 3 clusters Score -9580269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66596 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -9580254.000000 Penalty: 5519.712891
	Iteration 78Q: 3 clusters Score -9580254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66603 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -9580259.000000 Penalty: 5519.712891
	Iteration 79Q: 3 clusters Score -9580259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66606 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -9580256.000000 Penalty: 5519.712891
	Iteration 80F: 3 clusters Score -9580256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66607 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -9580257.000000 Penalty: 5519.712891
	Iteration 81Q: 3 clusters Score -9580257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66608 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -9580257.000000 Penalty: 5519.712891
	Iteration 82Q: 3 clusters Score -9580257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66609 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -9580257.000000 Penalty: 5519.712891
	Iteration 83Q: 3 clusters Score -9580257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66611 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -9580257.000000 Penalty: 5519.712891
	Iteration 84Q: 3 clusters Score -9580257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66612 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -9580261.000000 Penalty: 5519.712891
	Iteration 85Q: 3 clusters Score -9580261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66614 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -9580268.000000 Penalty: 5519.712891
	Iteration 86Q: 3 clusters Score -9580268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66615 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -9580268.000000 Penalty: 5519.712891
	Iteration 87Q: 3 clusters Score -9580268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66615 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -9580268.000000 Penalty: 5519.712891
	Iteration 88F: 3 clusters Score -9580268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Entering Unmasked Estep 
Score: -1063153.500000 Penalty: 2224.509521
	Iteration 0F: 2 clusters Score -1063154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1056787.375000 Penalty: 4449.019043
	Iteration 0F: 3 clusters Score -1056787 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1058488.875000 Penalty: 4449.019043
	Iteration 1F: 3 clusters Score -1058489 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1058731.625000 Penalty: 4449.019043
	Iteration 2F: 3 clusters Score -1058732 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1058905.000000 Penalty: 4449.019043
	Iteration 3Q: 3 clusters Score -1058905 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1059052.250000 Penalty: 4449.019043
	Iteration 4Q: 3 clusters Score -1059052 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1059186.625000 Penalty: 4449.019043
	Iteration 5Q: 3 clusters Score -1059187 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1059320.375000 Penalty: 4449.019043
	Iteration 6Q: 3 clusters Score -1059320 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1059462.500000 Penalty: 4449.019043
	Iteration 7Q: 3 clusters Score -1059462 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1059642.625000 Penalty: 4449.019043
	Iteration 8Q: 3 clusters Score -1059643 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1059856.250000 Penalty: 4449.019043
	Iteration 9Q: 3 clusters Score -1059856 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1060076.000000 Penalty: 4449.019043
	Iteration 10Q: 3 clusters Score -1060076 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1060280.625000 Penalty: 4449.019043
	Iteration 11Q: 3 clusters Score -1060281 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1060457.125000 Penalty: 4449.019043
	Iteration 12Q: 3 clusters Score -1060457 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1060603.125000 Penalty: 4449.019043
	Iteration 13Q: 3 clusters Score -1060603 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1060749.500000 Penalty: 4449.019043
	Iteration 14Q: 3 clusters Score -1060750 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1060861.125000 Penalty: 4449.019043
	Iteration 15Q: 3 clusters Score -1060861 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1060942.875000 Penalty: 4449.019043
	Iteration 16Q: 3 clusters Score -1060943 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1060993.750000 Penalty: 4449.019043
	Iteration 17Q: 3 clusters Score -1060994 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1061026.625000 Penalty: 4449.019043
	Iteration 18Q: 3 clusters Score -1061027 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1061064.125000 Penalty: 4449.019043
	Iteration 19Q: 3 clusters Score -1061064 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1061098.375000 Penalty: 4449.019043
	Iteration 20F: 3 clusters Score -1061098 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1061136.375000 Penalty: 4449.019043
	Iteration 21Q: 3 clusters Score -1061136 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1061173.375000 Penalty: 4449.019043
	Iteration 22Q: 3 clusters Score -1061173 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1061206.250000 Penalty: 4449.019043
	Iteration 23Q: 3 clusters Score -1061206 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1061233.500000 Penalty: 4449.019043
	Iteration 24Q: 3 clusters Score -1061234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1061249.250000 Penalty: 4449.019043
	Iteration 25Q: 3 clusters Score -1061249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1061256.500000 Penalty: 4449.019043
	Iteration 26Q: 3 clusters Score -1061256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1061266.000000 Penalty: 4449.019043
	Iteration 27Q: 3 clusters Score -1061266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1061272.375000 Penalty: 4449.019043
	Iteration 28Q: 3 clusters Score -1061272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1061279.625000 Penalty: 4449.019043
	Iteration 29Q: 3 clusters Score -1061280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1061285.250000 Penalty: 4449.019043
	Iteration 30Q: 3 clusters Score -1061285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1061290.750000 Penalty: 4449.019043
	Iteration 31Q: 3 clusters Score -1061291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1061297.750000 Penalty: 4449.019043
	Iteration 32Q: 3 clusters Score -1061298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1061301.500000 Penalty: 4449.019043
	Iteration 33Q: 3 clusters Score -1061302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1061309.375000 Penalty: 4449.019043
	Iteration 34Q: 3 clusters Score -1061309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1061320.000000 Penalty: 4449.019043
	Iteration 35Q: 3 clusters Score -1061320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1061329.625000 Penalty: 4449.019043
	Iteration 36Q: 3 clusters Score -1061330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1061333.375000 Penalty: 4449.019043
	Iteration 37Q: 3 clusters Score -1061333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1061336.250000 Penalty: 4449.019043
	Iteration 38Q: 3 clusters Score -1061336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1061336.250000 Penalty: 4449.019043
	Iteration 39F: 3 clusters Score -1061336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -422575.468750 Penalty: 1997.206299
	Iteration 0F: 2 clusters Score -422575.5 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 1553 members 
Entering Unmasked Estep 
Score: -419212.000000 Penalty: 3994.412598
	Iteration 0F: 3 clusters Score -419212 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -419866.875000 Penalty: 3994.412598
	Iteration 1F: 3 clusters Score -419866.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -420023.468750 Penalty: 3994.412598
	Iteration 2F: 3 clusters Score -420023.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -420148.375000 Penalty: 3994.412598
	Iteration 3Q: 3 clusters Score -420148.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -420295.218750 Penalty: 3994.412598
	Iteration 4Q: 3 clusters Score -420295.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -420411.468750 Penalty: 3994.412598
	Iteration 5Q: 3 clusters Score -420411.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -420545.062500 Penalty: 3994.412598
	Iteration 6Q: 3 clusters Score -420545.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -420669.312500 Penalty: 3994.412598
	Iteration 7Q: 3 clusters Score -420669.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -420755.625000 Penalty: 3994.412598
	Iteration 8Q: 3 clusters Score -420755.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -420840.281250 Penalty: 3994.412598
	Iteration 9Q: 3 clusters Score -420840.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -420897.218750 Penalty: 3994.412598
	Iteration 10Q: 3 clusters Score -420897.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -420936.375000 Penalty: 3994.412598
	Iteration 11Q: 3 clusters Score -420936.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -420971.906250 Penalty: 3994.412598
	Iteration 12Q: 3 clusters Score -420971.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -420996.968750 Penalty: 3994.412598
	Iteration 13Q: 3 clusters Score -420997 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -421011.656250 Penalty: 3994.412598
	Iteration 14Q: 3 clusters Score -421011.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -421031.656250 Penalty: 3994.412598
	Iteration 15Q: 3 clusters Score -421031.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -421051.875000 Penalty: 3994.412598
	Iteration 16Q: 3 clusters Score -421051.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -421070.406250 Penalty: 3994.412598
	Iteration 17Q: 3 clusters Score -421070.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -421091.718750 Penalty: 3994.412598
	Iteration 18Q: 3 clusters Score -421091.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -421108.750000 Penalty: 3994.412598
	Iteration 19Q: 3 clusters Score -421108.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -421124.812500 Penalty: 3994.412598
	Iteration 20F: 3 clusters Score -421124.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -421137.718750 Penalty: 3994.412598
	Iteration 21Q: 3 clusters Score -421137.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -421147.187500 Penalty: 3994.412598
	Iteration 22Q: 3 clusters Score -421147.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -421156.406250 Penalty: 3994.412598
	Iteration 23Q: 3 clusters Score -421156.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -421165.156250 Penalty: 3994.412598
	Iteration 24Q: 3 clusters Score -421165.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -421173.500000 Penalty: 3994.412598
	Iteration 25Q: 3 clusters Score -421173.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -421183.062500 Penalty: 3994.412598
	Iteration 26Q: 3 clusters Score -421183.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -421188.500000 Penalty: 3994.412598
	Iteration 27Q: 3 clusters Score -421188.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -421193.000000 Penalty: 3994.412598
	Iteration 28Q: 3 clusters Score -421193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -421194.250000 Penalty: 3994.412598
	Iteration 29Q: 3 clusters Score -421194.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -421196.781250 Penalty: 3994.412598
	Iteration 30Q: 3 clusters Score -421196.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -421197.093750 Penalty: 3994.412598
	Iteration 31Q: 3 clusters Score -421197.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -421197.093750 Penalty: 3994.412598
	Iteration 32F: 3 clusters Score -421197.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Entering Unmasked Estep 
Score: -548699.062500 Penalty: 2055.618896
	Iteration 0F: 2 clusters Score -548699.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -544845.562500 Penalty: 4111.237793
	Iteration 0F: 3 clusters Score -544845.6 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -545768.750000 Penalty: 4111.237793
	Iteration 1F: 3 clusters Score -545768.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -545950.250000 Penalty: 4111.237793
	Iteration 2F: 3 clusters Score -545950.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -546065.062500 Penalty: 4111.237793
	Iteration 3Q: 3 clusters Score -546065.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -546149.937500 Penalty: 4111.237793
	Iteration 4Q: 3 clusters Score -546149.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -546213.562500 Penalty: 4111.237793
	Iteration 5Q: 3 clusters Score -546213.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -546281.750000 Penalty: 4111.237793
	Iteration 6Q: 3 clusters Score -546281.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -546357.687500 Penalty: 4111.237793
	Iteration 7Q: 3 clusters Score -546357.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -546441.375000 Penalty: 4111.237793
	Iteration 8Q: 3 clusters Score -546441.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -546514.937500 Penalty: 4111.237793
	Iteration 9Q: 3 clusters Score -546514.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -546597.687500 Penalty: 4111.237793
	Iteration 10Q: 3 clusters Score -546597.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -546677.062500 Penalty: 4111.237793
	Iteration 11Q: 3 clusters Score -546677.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -546763.312500 Penalty: 4111.237793
	Iteration 12Q: 3 clusters Score -546763.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -546839.062500 Penalty: 4111.237793
	Iteration 13Q: 3 clusters Score -546839.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -546896.500000 Penalty: 4111.237793
	Iteration 14Q: 3 clusters Score -546896.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -546941.687500 Penalty: 4111.237793
	Iteration 15Q: 3 clusters Score -546941.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -546997.312500 Penalty: 4111.237793
	Iteration 16Q: 3 clusters Score -546997.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -547053.812500 Penalty: 4111.237793
	Iteration 17Q: 3 clusters Score -547053.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -547106.812500 Penalty: 4111.237793
	Iteration 18Q: 3 clusters Score -547106.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -547160.125000 Penalty: 4111.237793
	Iteration 19Q: 3 clusters Score -547160.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -547198.437500 Penalty: 4111.237793
	Iteration 20F: 3 clusters Score -547198.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -547219.625000 Penalty: 4111.237793
	Iteration 21Q: 3 clusters Score -547219.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -547232.000000 Penalty: 4111.237793
	Iteration 22Q: 3 clusters Score -547232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -547247.875000 Penalty: 4111.237793
	Iteration 23Q: 3 clusters Score -547247.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -547260.187500 Penalty: 4111.237793
	Iteration 24Q: 3 clusters Score -547260.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -547270.437500 Penalty: 4111.237793
	Iteration 25Q: 3 clusters Score -547270.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -547284.812500 Penalty: 4111.237793
	Iteration 26Q: 3 clusters Score -547284.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -547295.750000 Penalty: 4111.237793
	Iteration 27Q: 3 clusters Score -547295.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -547305.250000 Penalty: 4111.237793
	Iteration 28Q: 3 clusters Score -547305.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -547310.500000 Penalty: 4111.237793
	Iteration 29Q: 3 clusters Score -547310.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -547313.750000 Penalty: 4111.237793
	Iteration 30Q: 3 clusters Score -547313.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -547318.625000 Penalty: 4111.237793
	Iteration 31Q: 3 clusters Score -547318.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -547324.062500 Penalty: 4111.237793
	Iteration 32Q: 3 clusters Score -547324.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -547328.687500 Penalty: 4111.237793
	Iteration 33Q: 3 clusters Score -547328.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -547338.937500 Penalty: 4111.237793
	Iteration 34Q: 3 clusters Score -547338.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -547345.687500 Penalty: 4111.237793
	Iteration 35Q: 3 clusters Score -547345.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -547353.187500 Penalty: 4111.237793
	Iteration 36Q: 3 clusters Score -547353.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -547361.500000 Penalty: 4111.237793
	Iteration 37Q: 3 clusters Score -547361.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -547368.437500 Penalty: 4111.237793
	Iteration 38Q: 3 clusters Score -547368.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -547377.250000 Penalty: 4111.237793
	Iteration 39Q: 3 clusters Score -547377.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -547392.000000 Penalty: 4111.237793
	Iteration 40F: 3 clusters Score -547392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -547410.625000 Penalty: 4111.237793
	Iteration 41Q: 3 clusters Score -547410.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -547433.500000 Penalty: 4111.237793
	Iteration 42Q: 3 clusters Score -547433.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -547461.062500 Penalty: 4111.237793
	Iteration 43Q: 3 clusters Score -547461.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -547491.000000 Penalty: 4111.237793
	Iteration 44Q: 3 clusters Score -547491 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -547528.187500 Penalty: 4111.237793
	Iteration 45Q: 3 clusters Score -547528.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -547571.312500 Penalty: 4111.237793
	Iteration 46Q: 3 clusters Score -547571.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -547627.000000 Penalty: 4111.237793
	Iteration 47Q: 3 clusters Score -547627 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -547690.500000 Penalty: 4111.237793
	Iteration 48Q: 3 clusters Score -547690.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -547744.062500 Penalty: 4111.237793
	Iteration 49Q: 3 clusters Score -547744.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -547792.375000 Penalty: 4111.237793
	Iteration 50Q: 3 clusters Score -547792.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -547840.875000 Penalty: 4111.237793
	Iteration 51Q: 3 clusters Score -547840.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -547881.437500 Penalty: 4111.237793
	Iteration 52Q: 3 clusters Score -547881.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -547904.812500 Penalty: 4111.237793
	Iteration 53Q: 3 clusters Score -547904.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -547919.625000 Penalty: 4111.237793
	Iteration 54Q: 3 clusters Score -547919.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -547932.312500 Penalty: 4111.237793
	Iteration 55Q: 3 clusters Score -547932.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -547940.000000 Penalty: 4111.237793
	Iteration 56Q: 3 clusters Score -547940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -547952.937500 Penalty: 4111.237793
	Iteration 57Q: 3 clusters Score -547952.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -547968.562500 Penalty: 4111.237793
	Iteration 58Q: 3 clusters Score -547968.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -547977.500000 Penalty: 4111.237793
	Iteration 59Q: 3 clusters Score -547977.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -547988.562500 Penalty: 4111.237793
	Iteration 60F: 3 clusters Score -547988.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -547996.062500 Penalty: 4111.237793
	Iteration 61Q: 3 clusters Score -547996.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -548001.625000 Penalty: 4111.237793
	Iteration 62Q: 3 clusters Score -548001.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -548011.375000 Penalty: 4111.237793
	Iteration 63Q: 3 clusters Score -548011.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -548014.687500 Penalty: 4111.237793
	Iteration 64Q: 3 clusters Score -548014.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -548015.500000 Penalty: 4111.237793
	Iteration 65Q: 3 clusters Score -548015.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -548015.937500 Penalty: 4111.237793
	Iteration 66Q: 3 clusters Score -548015.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -548016.250000 Penalty: 4111.237793
	Iteration 67Q: 3 clusters Score -548016.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -548016.937500 Penalty: 4111.237793
	Iteration 68Q: 3 clusters Score -548016.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -548017.937500 Penalty: 4111.237793
	Iteration 69Q: 3 clusters Score -548017.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -548017.937500 Penalty: 4111.237793
	Iteration 70F: 3 clusters Score -548017.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (160429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160429 members 
Entering Unmasked Estep 
Score: -22406184.000000 Penalty: 2972.430664
	Iteration 0F: 2 clusters Score -2.240618e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80149 members 
Mstep: Class 2 contains 80280 members 
Entering Unmasked Estep 
Score: -22301496.000000 Penalty: 5944.861328
	Iteration 0F: 3 clusters Score -2.23015e+07 nChanged 76717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79844 members 
Mstep: Class 2 contains 80585 members 
Entering Unmasked Estep 
Score: -22346574.000000 Penalty: 5944.861328
	Iteration 1F: 3 clusters Score -2.234657e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79673 members 
Mstep: Class 2 contains 80756 members 
Entering Unmasked Estep 
Score: -22348336.000000 Penalty: 5944.861328
	Iteration 2Q: 3 clusters Score -2.234834e+07 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79601 members 
Mstep: Class 2 contains 80828 members 
Entering Unmasked Estep 
Score: -22350562.000000 Penalty: 5944.861328
	Iteration 3Q: 3 clusters Score -2.235056e+07 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79652 members 
Mstep: Class 2 contains 80777 members 
Entering Unmasked Estep 
Score: -22353822.000000 Penalty: 5944.861328
	Iteration 4Q: 3 clusters Score -2.235382e+07 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79921 members 
Mstep: Class 2 contains 80508 members 
Entering Unmasked Estep 
Score: -22358124.000000 Penalty: 5944.861328
	Iteration 5F: 3 clusters Score -2.235812e+07 nChanged 9353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80438 members 
Mstep: Class 2 contains 79991 members 
Entering Unmasked Estep 
Score: -22363680.000000 Penalty: 5944.861328
	Iteration 6F: 3 clusters Score -2.236368e+07 nChanged 10131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81339 members 
Mstep: Class 2 contains 79090 members 
Entering Unmasked Estep 
Score: -22370278.000000 Penalty: 5944.861328
	Iteration 7F: 3 clusters Score -2.237028e+07 nChanged 10248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82707 members 
Mstep: Class 2 contains 77722 members 
Entering Unmasked Estep 
Score: -22377414.000000 Penalty: 5944.861328
	Iteration 8F: 3 clusters Score -2.237741e+07 nChanged 9357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84444 members 
Mstep: Class 2 contains 75985 members 
Entering Unmasked Estep 
Score: -22383172.000000 Penalty: 5944.861328
	Iteration 9F: 3 clusters Score -2.238317e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86239 members 
Mstep: Class 2 contains 74190 members 
Entering Unmasked Estep 
Score: -22386466.000000 Penalty: 5944.861328
	Iteration 10Q: 3 clusters Score -2.238647e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88208 members 
Mstep: Class 2 contains 72221 members 
Entering Unmasked Estep 
Score: -22388210.000000 Penalty: 5944.861328
	Iteration 11Q: 3 clusters Score -2.238821e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90231 members 
Mstep: Class 2 contains 70198 members 
Entering Unmasked Estep 
Score: -22389212.000000 Penalty: 5944.861328
	Iteration 12Q: 3 clusters Score -2.238921e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92431 members 
Mstep: Class 2 contains 67998 members 
Entering Unmasked Estep 
Score: -22390204.000000 Penalty: 5944.861328
	Iteration 13Q: 3 clusters Score -2.23902e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94858 members 
Mstep: Class 2 contains 65571 members 
Entering Unmasked Estep 
Score: -22391016.000000 Penalty: 5944.861328
	Iteration 14Q: 3 clusters Score -2.239102e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97320 members 
Mstep: Class 2 contains 63109 members 
Entering Unmasked Estep 
Score: -22391724.000000 Penalty: 5944.861328
	Iteration 15Q: 3 clusters Score -2.239172e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100042 members 
Mstep: Class 2 contains 60387 members 
Entering Unmasked Estep 
Score: -22392598.000000 Penalty: 5944.861328
	Iteration 16Q: 3 clusters Score -2.23926e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102783 members 
Mstep: Class 2 contains 57646 members 
Entering Unmasked Estep 
Score: -22393558.000000 Penalty: 5944.861328
	Iteration 17Q: 3 clusters Score -2.239356e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105646 members 
Mstep: Class 2 contains 54783 members 
Entering Unmasked Estep 
Score: -22394278.000000 Penalty: 5944.861328
	Iteration 18Q: 3 clusters Score -2.239428e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108406 members 
Mstep: Class 2 contains 52023 members 
Entering Unmasked Estep 
Score: -22395060.000000 Penalty: 5944.861328
	Iteration 19Q: 3 clusters Score -2.239506e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111294 members 
Mstep: Class 2 contains 49135 members 
Entering Unmasked Estep 
Score: -22395584.000000 Penalty: 5944.861328
	Iteration 20F: 3 clusters Score -2.239558e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114264 members 
Mstep: Class 2 contains 46165 members 
Entering Unmasked Estep 
Score: -22396154.000000 Penalty: 5944.861328
	Iteration 21Q: 3 clusters Score -2.239615e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117292 members 
Mstep: Class 2 contains 43137 members 
Entering Unmasked Estep 
Score: -22396668.000000 Penalty: 5944.861328
	Iteration 22Q: 3 clusters Score -2.239667e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120376 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -22397196.000000 Penalty: 5944.861328
	Iteration 23Q: 3 clusters Score -2.23972e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123556 members 
Mstep: Class 2 contains 36873 members 
Entering Unmasked Estep 
Score: -22397816.000000 Penalty: 5944.861328
	Iteration 24Q: 3 clusters Score -2.239782e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126609 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -22398306.000000 Penalty: 5944.861328
	Iteration 25Q: 3 clusters Score -2.239831e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129588 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -22398878.000000 Penalty: 5944.861328
	Iteration 26Q: 3 clusters Score -2.239888e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132513 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -22399452.000000 Penalty: 5944.861328
	Iteration 27Q: 3 clusters Score -2.239945e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135288 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -22400114.000000 Penalty: 5944.861328
	Iteration 28Q: 3 clusters Score -2.240011e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137979 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -22400658.000000 Penalty: 5944.861328
	Iteration 29Q: 3 clusters Score -2.240066e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140543 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -22401222.000000 Penalty: 5944.861328
	Iteration 30Q: 3 clusters Score -2.240122e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142900 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -22401804.000000 Penalty: 5944.861328
	Iteration 31Q: 3 clusters Score -2.24018e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145087 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -22402386.000000 Penalty: 5944.861328
	Iteration 32Q: 3 clusters Score -2.240239e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147040 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -22402826.000000 Penalty: 5944.861328
	Iteration 33Q: 3 clusters Score -2.240283e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148801 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -22403266.000000 Penalty: 5944.861328
	Iteration 34Q: 3 clusters Score -2.240327e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150331 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -22403640.000000 Penalty: 5944.861328
	Iteration 35Q: 3 clusters Score -2.240364e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151544 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -22403932.000000 Penalty: 5944.861328
	Iteration 36Q: 3 clusters Score -2.240393e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152498 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -22404192.000000 Penalty: 5944.861328
	Iteration 37Q: 3 clusters Score -2.240419e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153154 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -22404272.000000 Penalty: 5944.861328
	Iteration 38Q: 3 clusters Score -2.240427e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153582 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -22404358.000000 Penalty: 5944.861328
	Iteration 39Q: 3 clusters Score -2.240436e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153860 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -22404600.000000 Penalty: 5944.861328
	Iteration 40F: 3 clusters Score -2.24046e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154720 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -22404768.000000 Penalty: 5944.861328
	Iteration 41Q: 3 clusters Score -2.240477e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155412 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -22404968.000000 Penalty: 5944.861328
	Iteration 42Q: 3 clusters Score -2.240497e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155961 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -22405052.000000 Penalty: 5944.861328
	Iteration 43Q: 3 clusters Score -2.240505e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156445 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -22405002.000000 Penalty: 5944.861328
	Iteration 44Q: 3 clusters Score -2.2405e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156851 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -22405084.000000 Penalty: 5944.861328
	Iteration 45Q: 3 clusters Score -2.240508e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157190 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -22405120.000000 Penalty: 5944.861328
	Iteration 46Q: 3 clusters Score -2.240512e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157454 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -22405112.000000 Penalty: 5944.861328
	Iteration 47Q: 3 clusters Score -2.240511e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157679 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -22405106.000000 Penalty: 5944.861328
	Iteration 48Q: 3 clusters Score -2.240511e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157877 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -22405046.000000 Penalty: 5944.861328
	Iteration 49Q: 3 clusters Score -2.240505e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158028 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -22405054.000000 Penalty: 5944.861328
	Iteration 50Q: 3 clusters Score -2.240505e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158142 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -22405014.000000 Penalty: 5944.861328
	Iteration 51Q: 3 clusters Score -2.240501e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158242 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -22404964.000000 Penalty: 5944.861328
	Iteration 52Q: 3 clusters Score -2.240496e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158316 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -22404968.000000 Penalty: 5944.861328
	Iteration 53Q: 3 clusters Score -2.240497e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158388 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -22404962.000000 Penalty: 5944.861328
	Iteration 54Q: 3 clusters Score -2.240496e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158440 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -22404942.000000 Penalty: 5944.861328
	Iteration 55Q: 3 clusters Score -2.240494e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158481 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -22404896.000000 Penalty: 5944.861328
	Iteration 56Q: 3 clusters Score -2.24049e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158514 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -22404902.000000 Penalty: 5944.861328
	Iteration 57Q: 3 clusters Score -2.24049e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158542 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -22404906.000000 Penalty: 5944.861328
	Iteration 58Q: 3 clusters Score -2.240491e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158568 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -22404882.000000 Penalty: 5944.861328
	Iteration 59Q: 3 clusters Score -2.240488e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158585 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -22404888.000000 Penalty: 5944.861328
	Iteration 60F: 3 clusters Score -2.240489e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158597 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -22404898.000000 Penalty: 5944.861328
	Iteration 61Q: 3 clusters Score -2.24049e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158621 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -22404880.000000 Penalty: 5944.861328
	Iteration 62Q: 3 clusters Score -2.240488e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158639 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -22404872.000000 Penalty: 5944.861328
	Iteration 63Q: 3 clusters Score -2.240487e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158654 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -22404888.000000 Penalty: 5944.861328
	Iteration 64Q: 3 clusters Score -2.240489e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158667 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -22404872.000000 Penalty: 5944.861328
	Iteration 65Q: 3 clusters Score -2.240487e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158678 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -22404862.000000 Penalty: 5944.861328
	Iteration 66Q: 3 clusters Score -2.240486e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158693 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -22404848.000000 Penalty: 5944.861328
	Iteration 67Q: 3 clusters Score -2.240485e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158710 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -22404854.000000 Penalty: 5944.861328
	Iteration 68Q: 3 clusters Score -2.240485e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158731 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -22404858.000000 Penalty: 5944.861328
	Iteration 69Q: 3 clusters Score -2.240486e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158751 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -22404864.000000 Penalty: 5944.861328
	Iteration 70Q: 3 clusters Score -2.240486e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158768 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -22404870.000000 Penalty: 5944.861328
	Iteration 71Q: 3 clusters Score -2.240487e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158785 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -22404872.000000 Penalty: 5944.861328
	Iteration 72Q: 3 clusters Score -2.240487e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158801 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -22404844.000000 Penalty: 5944.861328
	Iteration 73Q: 3 clusters Score -2.240484e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158816 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -22404868.000000 Penalty: 5944.861328
	Iteration 74Q: 3 clusters Score -2.240487e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158822 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -22404856.000000 Penalty: 5944.861328
	Iteration 75Q: 3 clusters Score -2.240486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158827 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -22404860.000000 Penalty: 5944.861328
	Iteration 76Q: 3 clusters Score -2.240486e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158831 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -22404856.000000 Penalty: 5944.861328
	Iteration 77Q: 3 clusters Score -2.240486e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158833 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -22404856.000000 Penalty: 5944.861328
	Iteration 78Q: 3 clusters Score -2.240486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158836 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -22404858.000000 Penalty: 5944.861328
	Iteration 79Q: 3 clusters Score -2.240486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158838 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -22404862.000000 Penalty: 5944.861328
	Iteration 80F: 3 clusters Score -2.240486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158841 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -22404862.000000 Penalty: 5944.861328
	Iteration 81Q: 3 clusters Score -2.240486e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158845 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -22404856.000000 Penalty: 5944.861328
	Iteration 82Q: 3 clusters Score -2.240486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158851 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -22404860.000000 Penalty: 5944.861328
	Iteration 83Q: 3 clusters Score -2.240486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158853 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -22404864.000000 Penalty: 5944.861328
	Iteration 84Q: 3 clusters Score -2.240486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158855 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -22404864.000000 Penalty: 5944.861328
	Iteration 85Q: 3 clusters Score -2.240486e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158859 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -22404866.000000 Penalty: 5944.861328
	Iteration 86Q: 3 clusters Score -2.240487e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158865 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -22404864.000000 Penalty: 5944.861328
	Iteration 87Q: 3 clusters Score -2.240486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158870 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -22404858.000000 Penalty: 5944.861328
	Iteration 88Q: 3 clusters Score -2.240486e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158874 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -22404852.000000 Penalty: 5944.861328
	Iteration 89Q: 3 clusters Score -2.240485e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158880 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -22404848.000000 Penalty: 5944.861328
	Iteration 90Q: 3 clusters Score -2.240485e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158887 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -22404834.000000 Penalty: 5944.861328
	Iteration 91Q: 3 clusters Score -2.240483e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158893 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -22404838.000000 Penalty: 5944.861328
	Iteration 92Q: 3 clusters Score -2.240484e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158897 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -22404846.000000 Penalty: 5944.861328
	Iteration 93Q: 3 clusters Score -2.240485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158899 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -22404836.000000 Penalty: 5944.861328
	Iteration 94Q: 3 clusters Score -2.240484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158901 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -22404836.000000 Penalty: 5944.861328
	Iteration 95Q: 3 clusters Score -2.240484e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158903 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -22404820.000000 Penalty: 5944.861328
	Iteration 96Q: 3 clusters Score -2.240482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158906 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -22404830.000000 Penalty: 5944.861328
	Iteration 97Q: 3 clusters Score -2.240483e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158907 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -22404832.000000 Penalty: 5944.861328
	Iteration 98Q: 3 clusters Score -2.240483e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158907 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -22404832.000000 Penalty: 5944.861328
	Iteration 99F: 3 clusters Score -2.240483e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Entering Unmasked Estep 
Score: -77611.367188 Penalty: 1591.754517
	Iteration 0F: 2 clusters Score -77611.37 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 312 members 
Entering Unmasked Estep 
Score: -76022.500000 Penalty: 3183.509033
	Iteration 0F: 3 clusters Score -76022.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -76238.539062 Penalty: 3183.509033
	Iteration 1F: 3 clusters Score -76238.54 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -76323.625000 Penalty: 3183.509033
	Iteration 2F: 3 clusters Score -76323.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -76363.453125 Penalty: 3183.509033
	Iteration 3Q: 3 clusters Score -76363.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -76375.070312 Penalty: 3183.509033
	Iteration 4Q: 3 clusters Score -76375.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -76387.453125 Penalty: 3183.509033
	Iteration 5Q: 3 clusters Score -76387.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -76468.679688 Penalty: 3183.509033
	Iteration 6Q: 3 clusters Score -76468.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -76488.390625 Penalty: 3183.509033
	Iteration 7Q: 3 clusters Score -76488.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -76503.218750 Penalty: 3183.509033
	Iteration 8Q: 3 clusters Score -76503.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -76507.851562 Penalty: 3183.509033
	Iteration 9Q: 3 clusters Score -76507.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -76507.851562 Penalty: 3183.509033
	Iteration 10F: 3 clusters Score -76507.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Entering Unmasked Estep 
Score: -281504.750000 Penalty: 1884.775757
	Iteration 0F: 2 clusters Score -281504.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -278884.656250 Penalty: 3769.551514
	Iteration 0F: 3 clusters Score -278884.7 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -279361.968750 Penalty: 3769.551514
	Iteration 1F: 3 clusters Score -279362 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -279496.968750 Penalty: 3769.551514
	Iteration 2F: 3 clusters Score -279497 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -279572.687500 Penalty: 3769.551514
	Iteration 3Q: 3 clusters Score -279572.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -279636.687500 Penalty: 3769.551514
	Iteration 4Q: 3 clusters Score -279636.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -279692.875000 Penalty: 3769.551514
	Iteration 5Q: 3 clusters Score -279692.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -279729.343750 Penalty: 3769.551514
	Iteration 6Q: 3 clusters Score -279729.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -279751.968750 Penalty: 3769.551514
	Iteration 7Q: 3 clusters Score -279752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -279775.781250 Penalty: 3769.551514
	Iteration 8Q: 3 clusters Score -279775.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -279794.843750 Penalty: 3769.551514
	Iteration 9Q: 3 clusters Score -279794.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -279811.093750 Penalty: 3769.551514
	Iteration 10Q: 3 clusters Score -279811.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -279824.750000 Penalty: 3769.551514
	Iteration 11Q: 3 clusters Score -279824.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -279837.531250 Penalty: 3769.551514
	Iteration 12Q: 3 clusters Score -279837.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -279850.656250 Penalty: 3769.551514
	Iteration 13Q: 3 clusters Score -279850.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -279860.937500 Penalty: 3769.551514
	Iteration 14Q: 3 clusters Score -279860.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -279870.468750 Penalty: 3769.551514
	Iteration 15Q: 3 clusters Score -279870.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -279879.937500 Penalty: 3769.551514
	Iteration 16Q: 3 clusters Score -279879.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -279884.312500 Penalty: 3769.551514
	Iteration 17Q: 3 clusters Score -279884.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -279887.281250 Penalty: 3769.551514
	Iteration 18Q: 3 clusters Score -279887.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -279890.843750 Penalty: 3769.551514
	Iteration 19Q: 3 clusters Score -279890.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -279893.281250 Penalty: 3769.551514
	Iteration 20F: 3 clusters Score -279893.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -279900.531250 Penalty: 3769.551514
	Iteration 21Q: 3 clusters Score -279900.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -279909.437500 Penalty: 3769.551514
	Iteration 22Q: 3 clusters Score -279909.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -279917.812500 Penalty: 3769.551514
	Iteration 23Q: 3 clusters Score -279917.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -279925.968750 Penalty: 3769.551514
	Iteration 24Q: 3 clusters Score -279926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -279935.125000 Penalty: 3769.551514
	Iteration 25Q: 3 clusters Score -279935.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -279942.125000 Penalty: 3769.551514
	Iteration 26Q: 3 clusters Score -279942.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -279949.406250 Penalty: 3769.551514
	Iteration 27Q: 3 clusters Score -279949.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -279956.593750 Penalty: 3769.551514
	Iteration 28Q: 3 clusters Score -279956.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -279962.843750 Penalty: 3769.551514
	Iteration 29Q: 3 clusters Score -279962.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -279967.906250 Penalty: 3769.551514
	Iteration 30Q: 3 clusters Score -279967.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -279971.218750 Penalty: 3769.551514
	Iteration 31Q: 3 clusters Score -279971.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -279974.343750 Penalty: 3769.551514
	Iteration 32Q: 3 clusters Score -279974.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -279975.812500 Penalty: 3769.551514
	Iteration 33Q: 3 clusters Score -279975.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -279975.812500 Penalty: 3769.551514
	Iteration 34F: 3 clusters Score -279975.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -97046.203125 Penalty: 1674.852661
	Iteration 0F: 2 clusters Score -97046.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -95289.945312 Penalty: 3349.705322
	Iteration 0F: 3 clusters Score -95289.95 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -95769.148438 Penalty: 3349.705322
	Iteration 1F: 3 clusters Score -95769.15 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -95979.976562 Penalty: 3349.705322
	Iteration 2F: 3 clusters Score -95979.98 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -96109.664062 Penalty: 3349.705322
	Iteration 3F: 3 clusters Score -96109.66 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -96282.117188 Penalty: 3349.705322
	Iteration 4F: 3 clusters Score -96282.12 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -96533.921875 Penalty: 3349.705322
	Iteration 5F: 3 clusters Score -96533.92 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -96841.000000 Penalty: 3349.705322
	Iteration 6F: 3 clusters Score -96841 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -97121.601562 Penalty: 3349.705322
	Iteration 7F: 3 clusters Score -97121.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -97596.921875 Penalty: 3349.705322
	Iteration 8F: 3 clusters Score -97596.92 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -97848.789062 Penalty: 3349.705322
	Iteration 9Q: 3 clusters Score -97848.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -97877.726562 Penalty: 3349.705322
	Iteration 10Q: 3 clusters Score -97877.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -97885.742188 Penalty: 3349.705322
	Iteration 11Q: 3 clusters Score -97885.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -97888.570312 Penalty: 3349.705322
	Iteration 12Q: 3 clusters Score -97888.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -97890.929688 Penalty: 3349.705322
	Iteration 13Q: 3 clusters Score -97890.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -97893.234375 Penalty: 3349.705322
	Iteration 14Q: 3 clusters Score -97893.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -97893.234375 Penalty: 3349.705322
	Iteration 15F: 3 clusters Score -97893.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 101923 members 
Mstep: Class 2 contains 35690 members 
Mstep: Class 3 contains 32978 members 
Mstep: Class 4 contains 116445 members 
Mstep: Class 5 contains 45967 members 
Mstep: Class 6 contains 170896 members 
Mstep: Class 7 contains 32804 members 
Mstep: Class 8 contains 529 members 
Mstep: Class 9 contains 68081 members 
Mstep: Class 10 contains 7862 members 
Mstep: Class 11 contains 3144 members 
Mstep: Class 12 contains 3979 members 
Mstep: Class 13 contains 160429 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 444 members 
Mstep: Class 17 contains 25659 members 
Mstep: Class 18 contains 21000 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2461 members 
Mstep: Class 21 contains 105399 members 
Mstep: Class 22 contains 8288 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 11548 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 346 members 
Mstep: Class 28 contains 413 members 
Entering Unmasked Estep 
Score: -132684248.000000 Penalty: 95659.250000
Splitting cluster 16 changes total score from -132685104.000000 to -132684248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (25659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Entering Unmasked Estep 
Score: -3643646.500000 Penalty: 2517.857178
	Iteration 0F: 2 clusters Score -3643646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -3625914.500000 Penalty: 5035.714355
	Iteration 0F: 3 clusters Score -3625914 nChanged 11474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -3631987.000000 Penalty: 5035.714355
	Iteration 1F: 3 clusters Score -3631987 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -3632366.750000 Penalty: 5035.714355
	Iteration 2Q: 3 clusters Score -3632367 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -3632701.750000 Penalty: 5035.714355
	Iteration 3Q: 3 clusters Score -3632702 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -3633011.250000 Penalty: 5035.714355
	Iteration 4Q: 3 clusters Score -3633011 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -3633321.500000 Penalty: 5035.714355
	Iteration 5Q: 3 clusters Score -3633322 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -3633645.000000 Penalty: 5035.714355
	Iteration 6Q: 3 clusters Score -3633645 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -3634033.250000 Penalty: 5035.714355
	Iteration 7Q: 3 clusters Score -3634033 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -3634513.250000 Penalty: 5035.714355
	Iteration 8Q: 3 clusters Score -3634513 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -3635092.250000 Penalty: 5035.714355
	Iteration 9Q: 3 clusters Score -3635092 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -3635997.500000 Penalty: 5035.714355
	Iteration 10F: 3 clusters Score -3635998 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -3637188.250000 Penalty: 5035.714355
	Iteration 11F: 3 clusters Score -3637188 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -3638457.250000 Penalty: 5035.714355
	Iteration 12F: 3 clusters Score -3638457 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3639677.750000 Penalty: 5035.714355
	Iteration 13F: 3 clusters Score -3639678 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3640592.500000 Penalty: 5035.714355
	Iteration 14Q: 3 clusters Score -3640592 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3641116.500000 Penalty: 5035.714355
	Iteration 15Q: 3 clusters Score -3641116 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3641373.500000 Penalty: 5035.714355
	Iteration 16Q: 3 clusters Score -3641374 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3641483.000000 Penalty: 5035.714355
	Iteration 17Q: 3 clusters Score -3641483 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3641538.500000 Penalty: 5035.714355
	Iteration 18Q: 3 clusters Score -3641538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3641572.000000 Penalty: 5035.714355
	Iteration 19Q: 3 clusters Score -3641572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3641585.250000 Penalty: 5035.714355
	Iteration 20F: 3 clusters Score -3641585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3641600.250000 Penalty: 5035.714355
	Iteration 21Q: 3 clusters Score -3641600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3641612.750000 Penalty: 5035.714355
	Iteration 22Q: 3 clusters Score -3641613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3641624.000000 Penalty: 5035.714355
	Iteration 23Q: 3 clusters Score -3641624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3641635.000000 Penalty: 5035.714355
	Iteration 24Q: 3 clusters Score -3641635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3641635.750000 Penalty: 5035.714355
	Iteration 25Q: 3 clusters Score -3641636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3641638.500000 Penalty: 5035.714355
	Iteration 26Q: 3 clusters Score -3641638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3641638.250000 Penalty: 5035.714355
	Iteration 27Q: 3 clusters Score -3641638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3641644.000000 Penalty: 5035.714355
	Iteration 28Q: 3 clusters Score -3641644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3641651.500000 Penalty: 5035.714355
	Iteration 29Q: 3 clusters Score -3641652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3641652.000000 Penalty: 5035.714355
	Iteration 30Q: 3 clusters Score -3641652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3641657.000000 Penalty: 5035.714355
	Iteration 31Q: 3 clusters Score -3641657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3641657.000000 Penalty: 5035.714355
	Iteration 32F: 3 clusters Score -3641657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Entering Unmasked Estep 
Score: -2962685.500000 Penalty: 2468.165039
	Iteration 0F: 2 clusters Score -2962686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2947955.500000 Penalty: 4936.330078
	Iteration 0F: 3 clusters Score -2947956 nChanged 9294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2952851.500000 Penalty: 4936.330078
	Iteration 1F: 3 clusters Score -2952852 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2953251.500000 Penalty: 4936.330078
	Iteration 2F: 3 clusters Score -2953252 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2953538.250000 Penalty: 4936.330078
	Iteration 3Q: 3 clusters Score -2953538 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -2953839.750000 Penalty: 4936.330078
	Iteration 4Q: 3 clusters Score -2953840 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -2954069.500000 Penalty: 4936.330078
	Iteration 5Q: 3 clusters Score -2954070 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -2954269.000000 Penalty: 4936.330078
	Iteration 6Q: 3 clusters Score -2954269 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2954540.000000 Penalty: 4936.330078
	Iteration 7Q: 3 clusters Score -2954540 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -2954857.750000 Penalty: 4936.330078
	Iteration 8Q: 3 clusters Score -2954858 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -2955302.750000 Penalty: 4936.330078
	Iteration 9Q: 3 clusters Score -2955303 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -2955890.000000 Penalty: 4936.330078
	Iteration 10Q: 3 clusters Score -2955890 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -2956679.750000 Penalty: 4936.330078
	Iteration 11F: 3 clusters Score -2956680 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -2957520.000000 Penalty: 4936.330078
	Iteration 12F: 3 clusters Score -2957520 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2958364.500000 Penalty: 4936.330078
	Iteration 13Q: 3 clusters Score -2958364 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2959116.500000 Penalty: 4936.330078
	Iteration 14Q: 3 clusters Score -2959116 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2959645.000000 Penalty: 4936.330078
	Iteration 15Q: 3 clusters Score -2959645 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2959963.000000 Penalty: 4936.330078
	Iteration 16Q: 3 clusters Score -2959963 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2960190.500000 Penalty: 4936.330078
	Iteration 17Q: 3 clusters Score -2960190 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2960338.500000 Penalty: 4936.330078
	Iteration 18Q: 3 clusters Score -2960338 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2960436.000000 Penalty: 4936.330078
	Iteration 19Q: 3 clusters Score -2960436 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2960473.250000 Penalty: 4936.330078
	Iteration 20F: 3 clusters Score -2960473 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2960501.500000 Penalty: 4936.330078
	Iteration 21Q: 3 clusters Score -2960502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2960518.750000 Penalty: 4936.330078
	Iteration 22Q: 3 clusters Score -2960519 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2960537.750000 Penalty: 4936.330078
	Iteration 23Q: 3 clusters Score -2960538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2960543.000000 Penalty: 4936.330078
	Iteration 24Q: 3 clusters Score -2960543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2960550.000000 Penalty: 4936.330078
	Iteration 25Q: 3 clusters Score -2960550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2960558.500000 Penalty: 4936.330078
	Iteration 26Q: 3 clusters Score -2960558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2960564.000000 Penalty: 4936.330078
	Iteration 27Q: 3 clusters Score -2960564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2960563.500000 Penalty: 4936.330078
	Iteration 28Q: 3 clusters Score -2960564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2960564.250000 Penalty: 4936.330078
	Iteration 29Q: 3 clusters Score -2960564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2960566.250000 Penalty: 4936.330078
	Iteration 30Q: 3 clusters Score -2960566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2960569.000000 Penalty: 4936.330078
	Iteration 31Q: 3 clusters Score -2960569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2960571.750000 Penalty: 4936.330078
	Iteration 32Q: 3 clusters Score -2960572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2960574.750000 Penalty: 4936.330078
	Iteration 33Q: 3 clusters Score -2960575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2960581.750000 Penalty: 4936.330078
	Iteration 34Q: 3 clusters Score -2960582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2960587.500000 Penalty: 4936.330078
	Iteration 35Q: 3 clusters Score -2960588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2960585.500000 Penalty: 4936.330078
	Iteration 36Q: 3 clusters Score -2960586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2960596.750000 Penalty: 4936.330078
	Iteration 37Q: 3 clusters Score -2960597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2960594.500000 Penalty: 4936.330078
	Iteration 38Q: 3 clusters Score -2960594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2960594.500000 Penalty: 4936.330078
	Iteration 39F: 3 clusters Score -2960594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -88619.976562 Penalty: 1605.907349
	Iteration 0F: 2 clusters Score -88619.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -86979.859375 Penalty: 3211.814697
	Iteration 0F: 3 clusters Score -86979.86 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -87197.273438 Penalty: 3211.814697
	Iteration 1F: 3 clusters Score -87197.27 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -87280.585938 Penalty: 3211.814697
	Iteration 2F: 3 clusters Score -87280.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -87314.281250 Penalty: 3211.814697
	Iteration 3Q: 3 clusters Score -87314.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -87330.398438 Penalty: 3211.814697
	Iteration 4Q: 3 clusters Score -87330.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -87338.203125 Penalty: 3211.814697
	Iteration 5Q: 3 clusters Score -87338.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -87344.015625 Penalty: 3211.814697
	Iteration 6Q: 3 clusters Score -87344.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -87352.929688 Penalty: 3211.814697
	Iteration 7Q: 3 clusters Score -87352.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -87360.187500 Penalty: 3211.814697
	Iteration 8Q: 3 clusters Score -87360.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -87362.015625 Penalty: 3211.814697
	Iteration 9Q: 3 clusters Score -87362.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -87362.015625 Penalty: 3211.814697
	Iteration 10F: 3 clusters Score -87362.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Entering Unmasked Estep 
Score: -339643.875000 Penalty: 1936.464111
	Iteration 0F: 2 clusters Score -339643.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -336711.875000 Penalty: 3872.928223
	Iteration 0F: 3 clusters Score -336711.9 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -337267.125000 Penalty: 3872.928223
	Iteration 1F: 3 clusters Score -337267.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -337396.468750 Penalty: 3872.928223
	Iteration 2F: 3 clusters Score -337396.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -337493.500000 Penalty: 3872.928223
	Iteration 3Q: 3 clusters Score -337493.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -337563.937500 Penalty: 3872.928223
	Iteration 4Q: 3 clusters Score -337563.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -337609.093750 Penalty: 3872.928223
	Iteration 5Q: 3 clusters Score -337609.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -337642.687500 Penalty: 3872.928223
	Iteration 6Q: 3 clusters Score -337642.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -337667.906250 Penalty: 3872.928223
	Iteration 7Q: 3 clusters Score -337667.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -337688.250000 Penalty: 3872.928223
	Iteration 8Q: 3 clusters Score -337688.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -337708.218750 Penalty: 3872.928223
	Iteration 9Q: 3 clusters Score -337708.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -337728.343750 Penalty: 3872.928223
	Iteration 10Q: 3 clusters Score -337728.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -337748.937500 Penalty: 3872.928223
	Iteration 11Q: 3 clusters Score -337748.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -337767.781250 Penalty: 3872.928223
	Iteration 12Q: 3 clusters Score -337767.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -337783.343750 Penalty: 3872.928223
	Iteration 13Q: 3 clusters Score -337783.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -337792.812500 Penalty: 3872.928223
	Iteration 14Q: 3 clusters Score -337792.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -337803.562500 Penalty: 3872.928223
	Iteration 15Q: 3 clusters Score -337803.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -337810.062500 Penalty: 3872.928223
	Iteration 16Q: 3 clusters Score -337810.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -337814.625000 Penalty: 3872.928223
	Iteration 17Q: 3 clusters Score -337814.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -337818.468750 Penalty: 3872.928223
	Iteration 18Q: 3 clusters Score -337818.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -337821.125000 Penalty: 3872.928223
	Iteration 19Q: 3 clusters Score -337821.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -337823.812500 Penalty: 3872.928223
	Iteration 20F: 3 clusters Score -337823.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -337828.093750 Penalty: 3872.928223
	Iteration 21Q: 3 clusters Score -337828.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -337832.281250 Penalty: 3872.928223
	Iteration 22Q: 3 clusters Score -337832.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -337836.937500 Penalty: 3872.928223
	Iteration 23Q: 3 clusters Score -337836.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -337838.031250 Penalty: 3872.928223
	Iteration 24Q: 3 clusters Score -337838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -337839.125000 Penalty: 3872.928223
	Iteration 25Q: 3 clusters Score -337839.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -337839.125000 Penalty: 3872.928223
	Iteration 26F: 3 clusters Score -337839.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (105399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105399 members 
Entering Unmasked Estep 
Score: -14920235.000000 Penalty: 2868.246094
	Iteration 0F: 2 clusters Score -1.492024e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52713 members 
Mstep: Class 2 contains 52686 members 
Entering Unmasked Estep 
Score: -14850549.000000 Penalty: 5736.492188
	Iteration 0F: 3 clusters Score -1.485055e+07 nChanged 50040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52835 members 
Mstep: Class 2 contains 52564 members 
Entering Unmasked Estep 
Score: -14879122.000000 Penalty: 5736.492188
	Iteration 1F: 3 clusters Score -1.487912e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52824 members 
Mstep: Class 2 contains 52575 members 
Entering Unmasked Estep 
Score: -14879559.000000 Penalty: 5736.492188
	Iteration 2Q: 3 clusters Score -1.487956e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52872 members 
Mstep: Class 2 contains 52527 members 
Entering Unmasked Estep 
Score: -14880008.000000 Penalty: 5736.492188
	Iteration 3Q: 3 clusters Score -1.488001e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52916 members 
Mstep: Class 2 contains 52483 members 
Entering Unmasked Estep 
Score: -14880550.000000 Penalty: 5736.492188
	Iteration 4Q: 3 clusters Score -1.488055e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52981 members 
Mstep: Class 2 contains 52418 members 
Entering Unmasked Estep 
Score: -14881296.000000 Penalty: 5736.492188
	Iteration 5Q: 3 clusters Score -1.48813e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53180 members 
Mstep: Class 2 contains 52219 members 
Entering Unmasked Estep 
Score: -14882416.000000 Penalty: 5736.492188
	Iteration 6Q: 3 clusters Score -1.488242e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53511 members 
Mstep: Class 2 contains 51888 members 
Entering Unmasked Estep 
Score: -14884015.000000 Penalty: 5736.492188
	Iteration 7Q: 3 clusters Score -1.488402e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54175 members 
Mstep: Class 2 contains 51224 members 
Entering Unmasked Estep 
Score: -14886316.000000 Penalty: 5736.492188
	Iteration 8Q: 3 clusters Score -1.488632e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55588 members 
Mstep: Class 2 contains 49811 members 
Entering Unmasked Estep 
Score: -14889524.000000 Penalty: 5736.492188
	Iteration 9F: 3 clusters Score -1.488952e+07 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57707 members 
Mstep: Class 2 contains 47692 members 
Entering Unmasked Estep 
Score: -14893798.000000 Penalty: 5736.492188
	Iteration 10F: 3 clusters Score -1.48938e+07 nChanged 7122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60309 members 
Mstep: Class 2 contains 45090 members 
Entering Unmasked Estep 
Score: -14899510.000000 Penalty: 5736.492188
	Iteration 11F: 3 clusters Score -1.489951e+07 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62587 members 
Mstep: Class 2 contains 42812 members 
Entering Unmasked Estep 
Score: -14904186.000000 Penalty: 5736.492188
	Iteration 12F: 3 clusters Score -1.490419e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64322 members 
Mstep: Class 2 contains 41077 members 
Entering Unmasked Estep 
Score: -14906239.000000 Penalty: 5736.492188
	Iteration 13Q: 3 clusters Score -1.490624e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65757 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -14907140.000000 Penalty: 5736.492188
	Iteration 14Q: 3 clusters Score -1.490714e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67103 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -14907789.000000 Penalty: 5736.492188
	Iteration 15Q: 3 clusters Score -1.490779e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68425 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -14908433.000000 Penalty: 5736.492188
	Iteration 16Q: 3 clusters Score -1.490843e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69800 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -14909096.000000 Penalty: 5736.492188
	Iteration 17Q: 3 clusters Score -1.49091e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71175 members 
Mstep: Class 2 contains 34224 members 
Entering Unmasked Estep 
Score: -14909651.000000 Penalty: 5736.492188
	Iteration 18Q: 3 clusters Score -1.490965e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72534 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -14910280.000000 Penalty: 5736.492188
	Iteration 19Q: 3 clusters Score -1.491028e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73832 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -14910844.000000 Penalty: 5736.492188
	Iteration 20F: 3 clusters Score -1.491084e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75068 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -14911369.000000 Penalty: 5736.492188
	Iteration 21Q: 3 clusters Score -1.491137e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76240 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -14911765.000000 Penalty: 5736.492188
	Iteration 22Q: 3 clusters Score -1.491176e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77433 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -14912104.000000 Penalty: 5736.492188
	Iteration 23Q: 3 clusters Score -1.49121e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78648 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -14912476.000000 Penalty: 5736.492188
	Iteration 24Q: 3 clusters Score -1.491248e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79819 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -14912872.000000 Penalty: 5736.492188
	Iteration 25Q: 3 clusters Score -1.491287e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80996 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -14913192.000000 Penalty: 5736.492188
	Iteration 26Q: 3 clusters Score -1.491319e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82226 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -14913525.000000 Penalty: 5736.492188
	Iteration 27Q: 3 clusters Score -1.491352e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83458 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -14913786.000000 Penalty: 5736.492188
	Iteration 28Q: 3 clusters Score -1.491379e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84678 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -14914106.000000 Penalty: 5736.492188
	Iteration 29Q: 3 clusters Score -1.491411e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85836 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -14914373.000000 Penalty: 5736.492188
	Iteration 30Q: 3 clusters Score -1.491437e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86965 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -14914620.000000 Penalty: 5736.492188
	Iteration 31Q: 3 clusters Score -1.491462e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88083 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -14914889.000000 Penalty: 5736.492188
	Iteration 32Q: 3 clusters Score -1.491489e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89251 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -14915272.000000 Penalty: 5736.492188
	Iteration 33Q: 3 clusters Score -1.491527e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90426 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -14915659.000000 Penalty: 5736.492188
	Iteration 34Q: 3 clusters Score -1.491566e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91548 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -14915933.000000 Penalty: 5736.492188
	Iteration 35Q: 3 clusters Score -1.491593e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92599 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -14916250.000000 Penalty: 5736.492188
	Iteration 36Q: 3 clusters Score -1.491625e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93539 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -14916514.000000 Penalty: 5736.492188
	Iteration 37Q: 3 clusters Score -1.491651e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94392 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -14916691.000000 Penalty: 5736.492188
	Iteration 38Q: 3 clusters Score -1.491669e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95212 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -14916937.000000 Penalty: 5736.492188
	Iteration 39Q: 3 clusters Score -1.491694e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95979 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -14917208.000000 Penalty: 5736.492188
	Iteration 40F: 3 clusters Score -1.491721e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96693 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -14917415.000000 Penalty: 5736.492188
	Iteration 41Q: 3 clusters Score -1.491742e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97348 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -14917556.000000 Penalty: 5736.492188
	Iteration 42Q: 3 clusters Score -1.491756e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98005 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -14917657.000000 Penalty: 5736.492188
	Iteration 43Q: 3 clusters Score -1.491766e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98621 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -14917851.000000 Penalty: 5736.492188
	Iteration 44Q: 3 clusters Score -1.491785e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99172 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -14918001.000000 Penalty: 5736.492188
	Iteration 45Q: 3 clusters Score -1.4918e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99686 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -14918149.000000 Penalty: 5736.492188
	Iteration 46Q: 3 clusters Score -1.491815e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100123 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -14918255.000000 Penalty: 5736.492188
	Iteration 47Q: 3 clusters Score -1.491826e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100530 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -14918378.000000 Penalty: 5736.492188
	Iteration 48Q: 3 clusters Score -1.491838e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100865 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -14918480.000000 Penalty: 5736.492188
	Iteration 49Q: 3 clusters Score -1.491848e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101159 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -14918557.000000 Penalty: 5736.492188
	Iteration 50Q: 3 clusters Score -1.491856e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101409 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -14918628.000000 Penalty: 5736.492188
	Iteration 51Q: 3 clusters Score -1.491863e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101619 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -14918743.000000 Penalty: 5736.492188
	Iteration 52Q: 3 clusters Score -1.491874e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101804 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -14918776.000000 Penalty: 5736.492188
	Iteration 53Q: 3 clusters Score -1.491878e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101977 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -14918788.000000 Penalty: 5736.492188
	Iteration 54Q: 3 clusters Score -1.491879e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102123 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -14918816.000000 Penalty: 5736.492188
	Iteration 55Q: 3 clusters Score -1.491882e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102256 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -14918846.000000 Penalty: 5736.492188
	Iteration 56Q: 3 clusters Score -1.491885e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102376 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -14918856.000000 Penalty: 5736.492188
	Iteration 57Q: 3 clusters Score -1.491886e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102474 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -14918869.000000 Penalty: 5736.492188
	Iteration 58Q: 3 clusters Score -1.491887e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102556 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -14918878.000000 Penalty: 5736.492188
	Iteration 59Q: 3 clusters Score -1.491888e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102613 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -14918906.000000 Penalty: 5736.492188
	Iteration 60F: 3 clusters Score -1.491891e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102671 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -14918909.000000 Penalty: 5736.492188
	Iteration 61Q: 3 clusters Score -1.491891e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102723 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -14918927.000000 Penalty: 5736.492188
	Iteration 62Q: 3 clusters Score -1.491893e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102769 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -14918941.000000 Penalty: 5736.492188
	Iteration 63Q: 3 clusters Score -1.491894e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102807 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -14918936.000000 Penalty: 5736.492188
	Iteration 64Q: 3 clusters Score -1.491894e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102840 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -14918936.000000 Penalty: 5736.492188
	Iteration 65Q: 3 clusters Score -1.491894e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102865 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -14918925.000000 Penalty: 5736.492188
	Iteration 66Q: 3 clusters Score -1.491892e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102888 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -14918915.000000 Penalty: 5736.492188
	Iteration 67Q: 3 clusters Score -1.491892e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102904 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -14918925.000000 Penalty: 5736.492188
	Iteration 68Q: 3 clusters Score -1.491892e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102916 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -14918932.000000 Penalty: 5736.492188
	Iteration 69Q: 3 clusters Score -1.491893e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102927 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -14918936.000000 Penalty: 5736.492188
	Iteration 70Q: 3 clusters Score -1.491894e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102936 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -14918941.000000 Penalty: 5736.492188
	Iteration 71Q: 3 clusters Score -1.491894e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102942 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -14918937.000000 Penalty: 5736.492188
	Iteration 72Q: 3 clusters Score -1.491894e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102947 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -14918936.000000 Penalty: 5736.492188
	Iteration 73Q: 3 clusters Score -1.491894e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102949 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -14918940.000000 Penalty: 5736.492188
	Iteration 74Q: 3 clusters Score -1.491894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102952 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -14918947.000000 Penalty: 5736.492188
	Iteration 75Q: 3 clusters Score -1.491895e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102959 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -14918946.000000 Penalty: 5736.492188
	Iteration 76Q: 3 clusters Score -1.491895e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102970 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -14918933.000000 Penalty: 5736.492188
	Iteration 77Q: 3 clusters Score -1.491893e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102975 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -14918938.000000 Penalty: 5736.492188
	Iteration 78Q: 3 clusters Score -1.491894e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102980 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -14918936.000000 Penalty: 5736.492188
	Iteration 79Q: 3 clusters Score -1.491894e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102984 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -14918936.000000 Penalty: 5736.492188
	Iteration 80F: 3 clusters Score -1.491894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102987 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -14918938.000000 Penalty: 5736.492188
	Iteration 81Q: 3 clusters Score -1.491894e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102991 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -14918944.000000 Penalty: 5736.492188
	Iteration 82Q: 3 clusters Score -1.491894e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102996 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -14918943.000000 Penalty: 5736.492188
	Iteration 83Q: 3 clusters Score -1.491894e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103001 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -14918944.000000 Penalty: 5736.492188
	Iteration 84Q: 3 clusters Score -1.491894e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103006 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -14918941.000000 Penalty: 5736.492188
	Iteration 85Q: 3 clusters Score -1.491894e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103011 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -14918940.000000 Penalty: 5736.492188
	Iteration 86Q: 3 clusters Score -1.491894e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103016 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -14918938.000000 Penalty: 5736.492188
	Iteration 87Q: 3 clusters Score -1.491894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103019 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -14918937.000000 Penalty: 5736.492188
	Iteration 88Q: 3 clusters Score -1.491894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103022 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -14918947.000000 Penalty: 5736.492188
	Iteration 89Q: 3 clusters Score -1.491895e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103024 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -14918947.000000 Penalty: 5736.492188
	Iteration 90Q: 3 clusters Score -1.491895e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103026 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -14918942.000000 Penalty: 5736.492188
	Iteration 91Q: 3 clusters Score -1.491894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103029 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -14918947.000000 Penalty: 5736.492188
	Iteration 92Q: 3 clusters Score -1.491895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103033 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -14918955.000000 Penalty: 5736.492188
	Iteration 93Q: 3 clusters Score -1.491896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103036 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -14918937.000000 Penalty: 5736.492188
	Iteration 94Q: 3 clusters Score -1.491894e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103037 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -14918939.000000 Penalty: 5736.492188
	Iteration 95Q: 3 clusters Score -1.491894e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103037 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -14918939.000000 Penalty: 5736.492188
	Iteration 96F: 3 clusters Score -1.491894e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Entering Unmasked Estep 
Score: -1184210.375000 Penalty: 2237.595947
	Iteration 0F: 2 clusters Score -1184210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1177592.375000 Penalty: 4475.191895
	Iteration 0F: 3 clusters Score -1177592 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1179393.125000 Penalty: 4475.191895
	Iteration 1F: 3 clusters Score -1179393 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1179641.250000 Penalty: 4475.191895
	Iteration 2F: 3 clusters Score -1179641 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1179830.375000 Penalty: 4475.191895
	Iteration 3Q: 3 clusters Score -1179830 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1179974.500000 Penalty: 4475.191895
	Iteration 4Q: 3 clusters Score -1179974 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1180107.125000 Penalty: 4475.191895
	Iteration 5Q: 3 clusters Score -1180107 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1180194.125000 Penalty: 4475.191895
	Iteration 6Q: 3 clusters Score -1180194 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1180278.625000 Penalty: 4475.191895
	Iteration 7Q: 3 clusters Score -1180279 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1180353.000000 Penalty: 4475.191895
	Iteration 8Q: 3 clusters Score -1180353 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1180420.500000 Penalty: 4475.191895
	Iteration 9Q: 3 clusters Score -1180420 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1180482.750000 Penalty: 4475.191895
	Iteration 10Q: 3 clusters Score -1180483 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1180540.250000 Penalty: 4475.191895
	Iteration 11Q: 3 clusters Score -1180540 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1180584.500000 Penalty: 4475.191895
	Iteration 12Q: 3 clusters Score -1180584 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1180636.625000 Penalty: 4475.191895
	Iteration 13Q: 3 clusters Score -1180637 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1180686.250000 Penalty: 4475.191895
	Iteration 14Q: 3 clusters Score -1180686 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1180719.875000 Penalty: 4475.191895
	Iteration 15Q: 3 clusters Score -1180720 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1180760.250000 Penalty: 4475.191895
	Iteration 16Q: 3 clusters Score -1180760 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1180808.125000 Penalty: 4475.191895
	Iteration 17Q: 3 clusters Score -1180808 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1180852.250000 Penalty: 4475.191895
	Iteration 18Q: 3 clusters Score -1180852 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1180906.000000 Penalty: 4475.191895
	Iteration 19Q: 3 clusters Score -1180906 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1180957.375000 Penalty: 4475.191895
	Iteration 20F: 3 clusters Score -1180957 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1181024.875000 Penalty: 4475.191895
	Iteration 21Q: 3 clusters Score -1181025 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1181104.000000 Penalty: 4475.191895
	Iteration 22Q: 3 clusters Score -1181104 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1181169.250000 Penalty: 4475.191895
	Iteration 23Q: 3 clusters Score -1181169 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1181236.500000 Penalty: 4475.191895
	Iteration 24Q: 3 clusters Score -1181236 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1181313.250000 Penalty: 4475.191895
	Iteration 25Q: 3 clusters Score -1181313 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1181389.625000 Penalty: 4475.191895
	Iteration 26Q: 3 clusters Score -1181390 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1181469.125000 Penalty: 4475.191895
	Iteration 27Q: 3 clusters Score -1181469 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1181546.125000 Penalty: 4475.191895
	Iteration 28Q: 3 clusters Score -1181546 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1181620.750000 Penalty: 4475.191895
	Iteration 29Q: 3 clusters Score -1181621 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1181703.125000 Penalty: 4475.191895
	Iteration 30Q: 3 clusters Score -1181703 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1181780.875000 Penalty: 4475.191895
	Iteration 31Q: 3 clusters Score -1181781 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1181847.750000 Penalty: 4475.191895
	Iteration 32Q: 3 clusters Score -1181848 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1181909.250000 Penalty: 4475.191895
	Iteration 33Q: 3 clusters Score -1181909 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1181963.000000 Penalty: 4475.191895
	Iteration 34Q: 3 clusters Score -1181963 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1182012.875000 Penalty: 4475.191895
	Iteration 35Q: 3 clusters Score -1182013 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1182035.750000 Penalty: 4475.191895
	Iteration 36Q: 3 clusters Score -1182036 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1182064.500000 Penalty: 4475.191895
	Iteration 37Q: 3 clusters Score -1182064 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1182085.625000 Penalty: 4475.191895
	Iteration 38Q: 3 clusters Score -1182086 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1182103.000000 Penalty: 4475.191895
	Iteration 39Q: 3 clusters Score -1182103 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1182127.625000 Penalty: 4475.191895
	Iteration 40F: 3 clusters Score -1182128 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1182144.625000 Penalty: 4475.191895
	Iteration 41Q: 3 clusters Score -1182145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1182160.750000 Penalty: 4475.191895
	Iteration 42Q: 3 clusters Score -1182161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1182167.750000 Penalty: 4475.191895
	Iteration 43Q: 3 clusters Score -1182168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1182183.750000 Penalty: 4475.191895
	Iteration 44Q: 3 clusters Score -1182184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1182189.250000 Penalty: 4475.191895
	Iteration 45Q: 3 clusters Score -1182189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1182191.875000 Penalty: 4475.191895
	Iteration 46Q: 3 clusters Score -1182192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1182192.750000 Penalty: 4475.191895
	Iteration 47Q: 3 clusters Score -1182193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1182198.250000 Penalty: 4475.191895
	Iteration 48Q: 3 clusters Score -1182198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1182205.125000 Penalty: 4475.191895
	Iteration 49Q: 3 clusters Score -1182205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1182208.000000 Penalty: 4475.191895
	Iteration 50Q: 3 clusters Score -1182208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1182215.500000 Penalty: 4475.191895
	Iteration 51Q: 3 clusters Score -1182216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1182225.125000 Penalty: 4475.191895
	Iteration 52Q: 3 clusters Score -1182225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1182230.375000 Penalty: 4475.191895
	Iteration 53Q: 3 clusters Score -1182230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1182234.000000 Penalty: 4475.191895
	Iteration 54Q: 3 clusters Score -1182234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1182243.375000 Penalty: 4475.191895
	Iteration 55Q: 3 clusters Score -1182243 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1182251.125000 Penalty: 4475.191895
	Iteration 56Q: 3 clusters Score -1182251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1182255.750000 Penalty: 4475.191895
	Iteration 57Q: 3 clusters Score -1182256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1182260.250000 Penalty: 4475.191895
	Iteration 58Q: 3 clusters Score -1182260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1182264.125000 Penalty: 4475.191895
	Iteration 59Q: 3 clusters Score -1182264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1182270.625000 Penalty: 4475.191895
	Iteration 60F: 3 clusters Score -1182271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1182273.125000 Penalty: 4475.191895
	Iteration 61Q: 3 clusters Score -1182273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1182276.375000 Penalty: 4475.191895
	Iteration 62Q: 3 clusters Score -1182276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1182279.750000 Penalty: 4475.191895
	Iteration 63Q: 3 clusters Score -1182280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1182281.250000 Penalty: 4475.191895
	Iteration 64Q: 3 clusters Score -1182281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1182282.250000 Penalty: 4475.191895
	Iteration 65Q: 3 clusters Score -1182282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1182282.250000 Penalty: 4475.191895
	Iteration 66F: 3 clusters Score -1182282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -83862.757812 Penalty: 1637.105103
	Iteration 0F: 2 clusters Score -83862.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -82462.195312 Penalty: 3274.210205
	Iteration 0F: 3 clusters Score -82462.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -83385.140625 Penalty: 3274.210205
	Iteration 1F: 3 clusters Score -83385.14 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -84381.984375 Penalty: 3274.210205
	Iteration 2F: 3 clusters Score -84381.98 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -85417.578125 Penalty: 3274.210205
	Iteration 3F: 3 clusters Score -85417.58 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -85643.656250 Penalty: 3274.210205
	Iteration 4F: 3 clusters Score -85643.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -85711.875000 Penalty: 3274.210205
	Iteration 5Q: 3 clusters Score -85711.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -85724.859375 Penalty: 3274.210205
	Iteration 6Q: 3 clusters Score -85724.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -85726.015625 Penalty: 3274.210205
	Iteration 7Q: 3 clusters Score -85726.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -85728.351562 Penalty: 3274.210205
	Iteration 8Q: 3 clusters Score -85728.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -85730.289062 Penalty: 3274.210205
	Iteration 9Q: 3 clusters Score -85730.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -85733.234375 Penalty: 3274.210205
	Iteration 10Q: 3 clusters Score -85733.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -85740.492188 Penalty: 3274.210205
	Iteration 11Q: 3 clusters Score -85740.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -85759.125000 Penalty: 3274.210205
	Iteration 12Q: 3 clusters Score -85759.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -85775.476562 Penalty: 3274.210205
	Iteration 13Q: 3 clusters Score -85775.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -85787.507812 Penalty: 3274.210205
	Iteration 14Q: 3 clusters Score -85787.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -85799.484375 Penalty: 3274.210205
	Iteration 15Q: 3 clusters Score -85799.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -85815.617188 Penalty: 3274.210205
	Iteration 16Q: 3 clusters Score -85815.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -85839.015625 Penalty: 3274.210205
	Iteration 17Q: 3 clusters Score -85839.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -85848.406250 Penalty: 3274.210205
	Iteration 18Q: 3 clusters Score -85848.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -85859.375000 Penalty: 3274.210205
	Iteration 19Q: 3 clusters Score -85859.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -85868.117188 Penalty: 3274.210205
	Iteration 20F: 3 clusters Score -85868.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -85947.890625 Penalty: 3274.210205
	Iteration 21Q: 3 clusters Score -85947.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -86030.648438 Penalty: 3274.210205
	Iteration 22Q: 3 clusters Score -86030.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -86030.648438 Penalty: 3274.210205
	Iteration 23F: 3 clusters Score -86030.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 101923 members 
Mstep: Class 2 contains 35690 members 
Mstep: Class 3 contains 32978 members 
Mstep: Class 4 contains 116445 members 
Mstep: Class 5 contains 45967 members 
Mstep: Class 6 contains 170896 members 
Mstep: Class 7 contains 32804 members 
Mstep: Class 8 contains 529 members 
Mstep: Class 9 contains 68081 members 
Mstep: Class 10 contains 7862 members 
Mstep: Class 11 contains 3144 members 
Mstep: Class 12 contains 3979 members 
Mstep: Class 13 contains 160429 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 25659 members 
Mstep: Class 18 contains 21000 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2461 members 
Mstep: Class 21 contains 105399 members 
Mstep: Class 22 contains 8288 members 
Mstep: Class 23 contains 634 members 
Mstep: Class 24 contains 11548 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 346 members 
Mstep: Class 28 contains 102 members 
Entering Unmasked Estep 
Score: -132685568.000000 Penalty: 95659.250000
Splitting cluster 23 changes total score from -132685104.000000 to -132685568.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 24 (11548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Entering Unmasked Estep 
Score: -1641044.500000 Penalty: 2319.858154
	Iteration 0F: 2 clusters Score -1641044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1632322.500000 Penalty: 4639.716309
	Iteration 0F: 3 clusters Score -1632322 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1635035.875000 Penalty: 4639.716309
	Iteration 1F: 3 clusters Score -1635036 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1635351.875000 Penalty: 4639.716309
	Iteration 2F: 3 clusters Score -1635352 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1635582.250000 Penalty: 4639.716309
	Iteration 3Q: 3 clusters Score -1635582 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1635736.250000 Penalty: 4639.716309
	Iteration 4Q: 3 clusters Score -1635736 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1635858.375000 Penalty: 4639.716309
	Iteration 5Q: 3 clusters Score -1635858 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1635974.250000 Penalty: 4639.716309
	Iteration 6Q: 3 clusters Score -1635974 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1636108.750000 Penalty: 4639.716309
	Iteration 7Q: 3 clusters Score -1636109 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1636243.875000 Penalty: 4639.716309
	Iteration 8Q: 3 clusters Score -1636244 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1636399.125000 Penalty: 4639.716309
	Iteration 9Q: 3 clusters Score -1636399 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1636561.000000 Penalty: 4639.716309
	Iteration 10Q: 3 clusters Score -1636561 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1636747.875000 Penalty: 4639.716309
	Iteration 11Q: 3 clusters Score -1636748 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1636938.875000 Penalty: 4639.716309
	Iteration 12Q: 3 clusters Score -1636939 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1637140.500000 Penalty: 4639.716309
	Iteration 13Q: 3 clusters Score -1637140 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1637348.875000 Penalty: 4639.716309
	Iteration 14Q: 3 clusters Score -1637349 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1637544.500000 Penalty: 4639.716309
	Iteration 15Q: 3 clusters Score -1637544 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1637709.000000 Penalty: 4639.716309
	Iteration 16Q: 3 clusters Score -1637709 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1637855.750000 Penalty: 4639.716309
	Iteration 17Q: 3 clusters Score -1637856 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1637948.750000 Penalty: 4639.716309
	Iteration 18Q: 3 clusters Score -1637949 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1638040.500000 Penalty: 4639.716309
	Iteration 19Q: 3 clusters Score -1638040 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1638101.625000 Penalty: 4639.716309
	Iteration 20F: 3 clusters Score -1638102 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1638162.625000 Penalty: 4639.716309
	Iteration 21Q: 3 clusters Score -1638163 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1638217.500000 Penalty: 4639.716309
	Iteration 22Q: 3 clusters Score -1638218 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1638271.625000 Penalty: 4639.716309
	Iteration 23Q: 3 clusters Score -1638272 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1638315.000000 Penalty: 4639.716309
	Iteration 24Q: 3 clusters Score -1638315 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1638353.625000 Penalty: 4639.716309
	Iteration 25Q: 3 clusters Score -1638354 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1638413.250000 Penalty: 4639.716309
	Iteration 26Q: 3 clusters Score -1638413 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1638461.375000 Penalty: 4639.716309
	Iteration 27Q: 3 clusters Score -1638461 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1638511.000000 Penalty: 4639.716309
	Iteration 28Q: 3 clusters Score -1638511 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1638550.750000 Penalty: 4639.716309
	Iteration 29Q: 3 clusters Score -1638551 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1638595.625000 Penalty: 4639.716309
	Iteration 30Q: 3 clusters Score -1638596 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1638650.875000 Penalty: 4639.716309
	Iteration 31Q: 3 clusters Score -1638651 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1638714.000000 Penalty: 4639.716309
	Iteration 32Q: 3 clusters Score -1638714 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1638764.000000 Penalty: 4639.716309
	Iteration 33Q: 3 clusters Score -1638764 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1638810.625000 Penalty: 4639.716309
	Iteration 34Q: 3 clusters Score -1638811 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1638848.250000 Penalty: 4639.716309
	Iteration 35Q: 3 clusters Score -1638848 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1638867.875000 Penalty: 4639.716309
	Iteration 36Q: 3 clusters Score -1638868 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1638887.500000 Penalty: 4639.716309
	Iteration 37Q: 3 clusters Score -1638888 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1638901.250000 Penalty: 4639.716309
	Iteration 38Q: 3 clusters Score -1638901 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1638917.000000 Penalty: 4639.716309
	Iteration 39Q: 3 clusters Score -1638917 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1638926.000000 Penalty: 4639.716309
	Iteration 40F: 3 clusters Score -1638926 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1638943.250000 Penalty: 4639.716309
	Iteration 41Q: 3 clusters Score -1638943 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1638955.500000 Penalty: 4639.716309
	Iteration 42Q: 3 clusters Score -1638956 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1638978.250000 Penalty: 4639.716309
	Iteration 43Q: 3 clusters Score -1638978 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1638992.000000 Penalty: 4639.716309
	Iteration 44Q: 3 clusters Score -1638992 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1639003.250000 Penalty: 4639.716309
	Iteration 45Q: 3 clusters Score -1639003 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1639021.750000 Penalty: 4639.716309
	Iteration 46Q: 3 clusters Score -1639022 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1639029.125000 Penalty: 4639.716309
	Iteration 47Q: 3 clusters Score -1639029 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1639048.375000 Penalty: 4639.716309
	Iteration 48Q: 3 clusters Score -1639048 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1639055.500000 Penalty: 4639.716309
	Iteration 49Q: 3 clusters Score -1639056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1639060.875000 Penalty: 4639.716309
	Iteration 50Q: 3 clusters Score -1639061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1639068.250000 Penalty: 4639.716309
	Iteration 51Q: 3 clusters Score -1639068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1639073.625000 Penalty: 4639.716309
	Iteration 52Q: 3 clusters Score -1639074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1639074.375000 Penalty: 4639.716309
	Iteration 53Q: 3 clusters Score -1639074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1639078.750000 Penalty: 4639.716309
	Iteration 54Q: 3 clusters Score -1639079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1639080.375000 Penalty: 4639.716309
	Iteration 55Q: 3 clusters Score -1639080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1639079.750000 Penalty: 4639.716309
	Iteration 56Q: 3 clusters Score -1639080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1639080.500000 Penalty: 4639.716309
	Iteration 57Q: 3 clusters Score -1639080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1639081.625000 Penalty: 4639.716309
	Iteration 58Q: 3 clusters Score -1639082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1639082.625000 Penalty: 4639.716309
	Iteration 59Q: 3 clusters Score -1639083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1639088.500000 Penalty: 4639.716309
	Iteration 60F: 3 clusters Score -1639088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1639088.000000 Penalty: 4639.716309
	Iteration 61Q: 3 clusters Score -1639088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1639090.625000 Penalty: 4639.716309
	Iteration 62Q: 3 clusters Score -1639091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1639092.875000 Penalty: 4639.716309
	Iteration 63Q: 3 clusters Score -1639093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1639094.500000 Penalty: 4639.716309
	Iteration 64Q: 3 clusters Score -1639094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1639091.125000 Penalty: 4639.716309
	Iteration 65Q: 3 clusters Score -1639091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1639092.500000 Penalty: 4639.716309
	Iteration 66Q: 3 clusters Score -1639092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1639096.625000 Penalty: 4639.716309
	Iteration 67Q: 3 clusters Score -1639097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1639098.625000 Penalty: 4639.716309
	Iteration 68Q: 3 clusters Score -1639099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1639097.500000 Penalty: 4639.716309
	Iteration 69Q: 3 clusters Score -1639098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1639097.250000 Penalty: 4639.716309
	Iteration 70Q: 3 clusters Score -1639097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1639098.000000 Penalty: 4639.716309
	Iteration 71Q: 3 clusters Score -1639098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1639096.000000 Penalty: 4639.716309
	Iteration 72Q: 3 clusters Score -1639096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1639096.750000 Penalty: 4639.716309
	Iteration 73Q: 3 clusters Score -1639097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1639097.000000 Penalty: 4639.716309
	Iteration 74Q: 3 clusters Score -1639097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1639097.250000 Penalty: 4639.716309
	Iteration 75Q: 3 clusters Score -1639097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1639096.375000 Penalty: 4639.716309
	Iteration 76Q: 3 clusters Score -1639096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1639097.875000 Penalty: 4639.716309
	Iteration 77Q: 3 clusters Score -1639098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1639099.500000 Penalty: 4639.716309
	Iteration 78Q: 3 clusters Score -1639100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1639102.375000 Penalty: 4639.716309
	Iteration 79Q: 3 clusters Score -1639102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1639102.375000 Penalty: 4639.716309
	Iteration 80F: 3 clusters Score -1639102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -16430.693359 Penalty: 1272.214844
	Iteration 0F: 2 clusters Score -16430.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15431.282227 Penalty: 2544.429688
	Iteration 0F: 3 clusters Score -15431.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -15522.951172 Penalty: 2544.429688
	Iteration 1F: 3 clusters Score -15522.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15617.863281 Penalty: 2544.429688
	Iteration 2Q: 3 clusters Score -15617.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -15631.436523 Penalty: 2544.429688
	Iteration 3Q: 3 clusters Score -15631.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -15637.577148 Penalty: 2544.429688
	Iteration 4Q: 3 clusters Score -15637.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15645.847656 Penalty: 2544.429688
	Iteration 5Q: 3 clusters Score -15645.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -15656.538086 Penalty: 2544.429688
	Iteration 6Q: 3 clusters Score -15656.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -15665.166016 Penalty: 2544.429688
	Iteration 7Q: 3 clusters Score -15665.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -15665.166016 Penalty: 2544.429688
	Iteration 8F: 3 clusters Score -15665.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -79918.375000 Penalty: 1584.779663
	Iteration 0F: 2 clusters Score -79918.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -78314.968750 Penalty: 3169.559326
	Iteration 0F: 3 clusters Score -78314.97 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -78505.062500 Penalty: 3169.559326
	Iteration 1F: 3 clusters Score -78505.06 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -78571.781250 Penalty: 3169.559326
	Iteration 2Q: 3 clusters Score -78571.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -78594.296875 Penalty: 3169.559326
	Iteration 3Q: 3 clusters Score -78594.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -78610.539062 Penalty: 3169.559326
	Iteration 4Q: 3 clusters Score -78610.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -78614.539062 Penalty: 3169.559326
	Iteration 5Q: 3 clusters Score -78614.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -78619.835938 Penalty: 3169.559326
	Iteration 6Q: 3 clusters Score -78619.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -78624.414062 Penalty: 3169.559326
	Iteration 7Q: 3 clusters Score -78624.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -78624.414062 Penalty: 3169.559326
	Iteration 8F: 3 clusters Score -78624.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 101923 members 
Mstep: Class 2 contains 35690 members 
Mstep: Class 3 contains 32978 members 
Mstep: Class 4 contains 116445 members 
Mstep: Class 5 contains 45967 members 
Mstep: Class 6 contains 170896 members 
Mstep: Class 7 contains 32804 members 
Mstep: Class 8 contains 529 members 
Mstep: Class 9 contains 68081 members 
Mstep: Class 10 contains 7862 members 
Mstep: Class 11 contains 3144 members 
Mstep: Class 12 contains 3979 members 
Mstep: Class 13 contains 160429 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 25659 members 
Mstep: Class 18 contains 21000 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2461 members 
Mstep: Class 21 contains 105399 members 
Mstep: Class 22 contains 8288 members 
Mstep: Class 23 contains 634 members 
Mstep: Class 24 contains 11548 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132685624.000000 Penalty: 95659.250000
Iteration 119Q: 29 clusters Score -1.326856e+08 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 101907 members 
Mstep: Class 2 contains 35670 members 
Mstep: Class 3 contains 32980 members 
Mstep: Class 4 contains 116424 members 
Mstep: Class 5 contains 45976 members 
Mstep: Class 6 contains 170948 members 
Mstep: Class 7 contains 32819 members 
Mstep: Class 8 contains 529 members 
Mstep: Class 9 contains 68068 members 
Mstep: Class 10 contains 7860 members 
Mstep: Class 11 contains 3144 members 
Mstep: Class 12 contains 3978 members 
Mstep: Class 13 contains 160398 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 25609 members 
Mstep: Class 18 contains 21006 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2462 members 
Mstep: Class 21 contains 105347 members 
Mstep: Class 22 contains 8292 members 
Mstep: Class 23 contains 634 members 
Mstep: Class 24 contains 11665 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132685512.000000 Penalty: 95659.250000
Iteration 120F: 29 clusters Score -1.326855e+08 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 101888 members 
Mstep: Class 2 contains 35658 members 
Mstep: Class 3 contains 32988 members 
Mstep: Class 4 contains 116412 members 
Mstep: Class 5 contains 45986 members 
Mstep: Class 6 contains 170960 members 
Mstep: Class 7 contains 32828 members 
Mstep: Class 8 contains 529 members 
Mstep: Class 9 contains 68063 members 
Mstep: Class 10 contains 7858 members 
Mstep: Class 11 contains 3143 members 
Mstep: Class 12 contains 3977 members 
Mstep: Class 13 contains 160364 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 25568 members 
Mstep: Class 18 contains 20999 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2465 members 
Mstep: Class 21 contains 105298 members 
Mstep: Class 22 contains 8306 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 11790 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 344 members 
Mstep: Class 28 contains 108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132685608.000000 Penalty: 95659.250000
Iteration 121Q: 29 clusters Score -1.326856e+08 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 101893 members 
Mstep: Class 2 contains 35636 members 
Mstep: Class 3 contains 32979 members 
Mstep: Class 4 contains 116400 members 
Mstep: Class 5 contains 45999 members 
Mstep: Class 6 contains 170997 members 
Mstep: Class 7 contains 32825 members 
Mstep: Class 8 contains 528 members 
Mstep: Class 9 contains 68079 members 
Mstep: Class 10 contains 7856 members 
Mstep: Class 11 contains 3144 members 
Mstep: Class 12 contains 3977 members 
Mstep: Class 13 contains 160329 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 25515 members 
Mstep: Class 18 contains 20996 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2468 members 
Mstep: Class 21 contains 105231 members 
Mstep: Class 22 contains 8314 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 11913 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132685512.000000 Penalty: 95659.250000
Iteration 122Q: 29 clusters Score -1.326855e+08 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 101894 members 
Mstep: Class 2 contains 35616 members 
Mstep: Class 3 contains 32982 members 
Mstep: Class 4 contains 116398 members 
Mstep: Class 5 contains 46019 members 
Mstep: Class 6 contains 171044 members 
Mstep: Class 7 contains 32818 members 
Mstep: Class 8 contains 528 members 
Mstep: Class 9 contains 68088 members 
Mstep: Class 10 contains 7856 members 
Mstep: Class 11 contains 3147 members 
Mstep: Class 12 contains 3978 members 
Mstep: Class 13 contains 160292 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 25453 members 
Mstep: Class 18 contains 20990 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2469 members 
Mstep: Class 21 contains 105158 members 
Mstep: Class 22 contains 8322 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 12027 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132685424.000000 Penalty: 95659.250000
Iteration 123Q: 29 clusters Score -1.326854e+08 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 101921 members 
Mstep: Class 2 contains 35586 members 
Mstep: Class 3 contains 32976 members 
Mstep: Class 4 contains 116388 members 
Mstep: Class 5 contains 46032 members 
Mstep: Class 6 contains 171032 members 
Mstep: Class 7 contains 32817 members 
Mstep: Class 8 contains 528 members 
Mstep: Class 9 contains 68101 members 
Mstep: Class 10 contains 7856 members 
Mstep: Class 11 contains 3149 members 
Mstep: Class 12 contains 3977 members 
Mstep: Class 13 contains 160308 members 
Mstep: Class 14 contains 612 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 25397 members 
Mstep: Class 18 contains 20986 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2470 members 
Mstep: Class 21 contains 105077 members 
Mstep: Class 22 contains 8318 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 12161 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132685432.000000 Penalty: 95659.250000
Iteration 124Q: 29 clusters Score -1.326854e+08 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 101974 members 
Mstep: Class 2 contains 35567 members 
Mstep: Class 3 contains 32956 members 
Mstep: Class 4 contains 116376 members 
Mstep: Class 5 contains 46050 members 
Mstep: Class 6 contains 170979 members 
Mstep: Class 7 contains 32827 members 
Mstep: Class 8 contains 528 members 
Mstep: Class 9 contains 68111 members 
Mstep: Class 10 contains 7861 members 
Mstep: Class 11 contains 3152 members 
Mstep: Class 12 contains 3977 members 
Mstep: Class 13 contains 160339 members 
Mstep: Class 14 contains 612 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 25340 members 
Mstep: Class 18 contains 20979 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2472 members 
Mstep: Class 21 contains 104993 members 
Mstep: Class 22 contains 8314 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 12285 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132685248.000000 Penalty: 95659.250000
Iteration 125Q: 29 clusters Score -1.326852e+08 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 101997 members 
Mstep: Class 2 contains 35546 members 
Mstep: Class 3 contains 32940 members 
Mstep: Class 4 contains 116368 members 
Mstep: Class 5 contains 46072 members 
Mstep: Class 6 contains 170950 members 
Mstep: Class 7 contains 32833 members 
Mstep: Class 8 contains 528 members 
Mstep: Class 9 contains 68113 members 
Mstep: Class 10 contains 7867 members 
Mstep: Class 11 contains 3154 members 
Mstep: Class 12 contains 3977 members 
Mstep: Class 13 contains 160356 members 
Mstep: Class 14 contains 612 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 25281 members 
Mstep: Class 18 contains 20979 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2474 members 
Mstep: Class 21 contains 104922 members 
Mstep: Class 22 contains 8312 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 12411 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132685360.000000 Penalty: 95659.250000
Iteration 126Q: 29 clusters Score -1.326854e+08 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 102016 members 
Mstep: Class 2 contains 35524 members 
Mstep: Class 3 contains 32912 members 
Mstep: Class 4 contains 116370 members 
Mstep: Class 5 contains 46102 members 
Mstep: Class 6 contains 170941 members 
Mstep: Class 7 contains 32843 members 
Mstep: Class 8 contains 528 members 
Mstep: Class 9 contains 68112 members 
Mstep: Class 10 contains 7865 members 
Mstep: Class 11 contains 3155 members 
Mstep: Class 12 contains 3977 members 
Mstep: Class 13 contains 160354 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 25238 members 
Mstep: Class 18 contains 20978 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2474 members 
Mstep: Class 21 contains 104856 members 
Mstep: Class 22 contains 8296 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 12540 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132685544.000000 Penalty: 95659.250000
Iteration 127Q: 29 clusters Score -1.326855e+08 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 102045 members 
Mstep: Class 2 contains 35517 members 
Mstep: Class 3 contains 32895 members 
Mstep: Class 4 contains 116358 members 
Mstep: Class 5 contains 46134 members 
Mstep: Class 6 contains 170930 members 
Mstep: Class 7 contains 32827 members 
Mstep: Class 8 contains 528 members 
Mstep: Class 9 contains 68114 members 
Mstep: Class 10 contains 7862 members 
Mstep: Class 11 contains 3156 members 
Mstep: Class 12 contains 3977 members 
Mstep: Class 13 contains 160355 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 25189 members 
Mstep: Class 18 contains 20977 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2475 members 
Mstep: Class 21 contains 104792 members 
Mstep: Class 22 contains 8292 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 12658 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132685408.000000 Penalty: 95659.250000
Iteration 128Q: 29 clusters Score -1.326854e+08 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 102099 members 
Mstep: Class 2 contains 35496 members 
Mstep: Class 3 contains 32867 members 
Mstep: Class 4 contains 116347 members 
Mstep: Class 5 contains 46164 members 
Mstep: Class 6 contains 170955 members 
Mstep: Class 7 contains 32818 members 
Mstep: Class 8 contains 528 members 
Mstep: Class 9 contains 68110 members 
Mstep: Class 10 contains 7862 members 
Mstep: Class 11 contains 3158 members 
Mstep: Class 12 contains 3977 members 
Mstep: Class 13 contains 160342 members 
Mstep: Class 14 contains 610 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 25144 members 
Mstep: Class 18 contains 20973 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2477 members 
Mstep: Class 21 contains 104707 members 
Mstep: Class 22 contains 8292 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 12766 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132685400.000000 Penalty: 95659.250000
Iteration 129Q: 29 clusters Score -1.326854e+08 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 102152 members 
Mstep: Class 2 contains 35477 members 
Mstep: Class 3 contains 32842 members 
Mstep: Class 4 contains 116323 members 
Mstep: Class 5 contains 46177 members 
Mstep: Class 6 contains 171010 members 
Mstep: Class 7 contains 32804 members 
Mstep: Class 8 contains 528 members 
Mstep: Class 9 contains 68114 members 
Mstep: Class 10 contains 7861 members 
Mstep: Class 11 contains 3159 members 
Mstep: Class 12 contains 3977 members 
Mstep: Class 13 contains 160314 members 
Mstep: Class 14 contains 610 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 25106 members 
Mstep: Class 18 contains 20967 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2481 members 
Mstep: Class 21 contains 104629 members 
Mstep: Class 22 contains 8292 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 12869 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132685352.000000 Penalty: 95659.250000
Iteration 130Q: 29 clusters Score -1.326854e+08 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 102228 members 
Mstep: Class 2 contains 35470 members 
Mstep: Class 3 contains 32822 members 
Mstep: Class 4 contains 116300 members 
Mstep: Class 5 contains 46185 members 
Mstep: Class 6 contains 171024 members 
Mstep: Class 7 contains 32801 members 
Mstep: Class 8 contains 528 members 
Mstep: Class 9 contains 68107 members 
Mstep: Class 10 contains 7862 members 
Mstep: Class 11 contains 3161 members 
Mstep: Class 12 contains 3977 members 
Mstep: Class 13 contains 160289 members 
Mstep: Class 14 contains 610 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 25070 members 
Mstep: Class 18 contains 20962 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2482 members 
Mstep: Class 21 contains 104558 members 
Mstep: Class 22 contains 8288 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 12968 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132685488.000000 Penalty: 95659.250000
Iteration 131Q: 29 clusters Score -1.326855e+08 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 102298 members 
Mstep: Class 2 contains 35456 members 
Mstep: Class 3 contains 32813 members 
Mstep: Class 4 contains 116270 members 
Mstep: Class 5 contains 46190 members 
Mstep: Class 6 contains 171047 members 
Mstep: Class 7 contains 32800 members 
Mstep: Class 8 contains 528 members 
Mstep: Class 9 contains 68111 members 
Mstep: Class 10 contains 7860 members 
Mstep: Class 11 contains 3161 members 
Mstep: Class 12 contains 3977 members 
Mstep: Class 13 contains 160261 members 
Mstep: Class 14 contains 610 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 25040 members 
Mstep: Class 18 contains 20965 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2480 members 
Mstep: Class 21 contains 104485 members 
Mstep: Class 22 contains 8296 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 13044 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132685712.000000 Penalty: 95659.250000
Iteration 132Q: 29 clusters Score -1.326857e+08 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 102364 members 
Mstep: Class 2 contains 35449 members 
Mstep: Class 3 contains 32794 members 
Mstep: Class 4 contains 116249 members 
Mstep: Class 5 contains 46195 members 
Mstep: Class 6 contains 171028 members 
Mstep: Class 7 contains 32800 members 
Mstep: Class 8 contains 528 members 
Mstep: Class 9 contains 68105 members 
Mstep: Class 10 contains 7872 members 
Mstep: Class 11 contains 3162 members 
Mstep: Class 12 contains 3979 members 
Mstep: Class 13 contains 160279 members 
Mstep: Class 14 contains 610 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 25001 members 
Mstep: Class 18 contains 20964 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2479 members 
Mstep: Class 21 contains 104416 members 
Mstep: Class 22 contains 8303 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 13115 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132685832.000000 Penalty: 95659.250000
Iteration 133Q: 29 clusters Score -1.326858e+08 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 102448 members 
Mstep: Class 2 contains 35443 members 
Mstep: Class 3 contains 32806 members 
Mstep: Class 4 contains 116222 members 
Mstep: Class 5 contains 46198 members 
Mstep: Class 6 contains 171007 members 
Mstep: Class 7 contains 32788 members 
Mstep: Class 8 contains 528 members 
Mstep: Class 9 contains 68090 members 
Mstep: Class 10 contains 7880 members 
Mstep: Class 11 contains 3165 members 
Mstep: Class 12 contains 3979 members 
Mstep: Class 13 contains 160283 members 
Mstep: Class 14 contains 610 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24965 members 
Mstep: Class 18 contains 20965 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2480 members 
Mstep: Class 21 contains 104348 members 
Mstep: Class 22 contains 8315 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 13172 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132685656.000000 Penalty: 95659.250000
Iteration 134Q: 29 clusters Score -1.326857e+08 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 102495 members 
Mstep: Class 2 contains 35424 members 
Mstep: Class 3 contains 32819 members 
Mstep: Class 4 contains 116199 members 
Mstep: Class 5 contains 46213 members 
Mstep: Class 6 contains 171038 members 
Mstep: Class 7 contains 32776 members 
Mstep: Class 8 contains 528 members 
Mstep: Class 9 contains 68076 members 
Mstep: Class 10 contains 7888 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 3979 members 
Mstep: Class 13 contains 160242 members 
Mstep: Class 14 contains 610 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24938 members 
Mstep: Class 18 contains 20964 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2482 members 
Mstep: Class 21 contains 104296 members 
Mstep: Class 22 contains 8329 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 13229 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132685984.000000 Penalty: 95659.250000
Iteration 135Q: 29 clusters Score -1.32686e+08 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 102579 members 
Mstep: Class 2 contains 35407 members 
Mstep: Class 3 contains 32811 members 
Mstep: Class 4 contains 116180 members 
Mstep: Class 5 contains 46227 members 
Mstep: Class 6 contains 171019 members 
Mstep: Class 7 contains 32780 members 
Mstep: Class 8 contains 528 members 
Mstep: Class 9 contains 68077 members 
Mstep: Class 10 contains 7883 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 3979 members 
Mstep: Class 13 contains 160223 members 
Mstep: Class 14 contains 610 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24907 members 
Mstep: Class 18 contains 20966 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2484 members 
Mstep: Class 21 contains 104233 members 
Mstep: Class 22 contains 8332 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 13300 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132686016.000000 Penalty: 95659.250000
Iteration 136Q: 29 clusters Score -1.32686e+08 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 102654 members 
Mstep: Class 2 contains 35395 members 
Mstep: Class 3 contains 32803 members 
Mstep: Class 4 contains 116138 members 
Mstep: Class 5 contains 46239 members 
Mstep: Class 6 contains 170985 members 
Mstep: Class 7 contains 32785 members 
Mstep: Class 8 contains 528 members 
Mstep: Class 9 contains 68083 members 
Mstep: Class 10 contains 7883 members 
Mstep: Class 11 contains 3166 members 
Mstep: Class 12 contains 3979 members 
Mstep: Class 13 contains 160241 members 
Mstep: Class 14 contains 610 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24879 members 
Mstep: Class 18 contains 20970 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2486 members 
Mstep: Class 21 contains 104165 members 
Mstep: Class 22 contains 8341 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 13362 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132685808.000000 Penalty: 95659.250000
Iteration 137Q: 29 clusters Score -1.326858e+08 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 102722 members 
Mstep: Class 2 contains 35373 members 
Mstep: Class 3 contains 32802 members 
Mstep: Class 4 contains 116119 members 
Mstep: Class 5 contains 46252 members 
Mstep: Class 6 contains 170967 members 
Mstep: Class 7 contains 32784 members 
Mstep: Class 8 contains 528 members 
Mstep: Class 9 contains 68081 members 
Mstep: Class 10 contains 7885 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 3979 members 
Mstep: Class 13 contains 160233 members 
Mstep: Class 14 contains 610 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24850 members 
Mstep: Class 18 contains 20968 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2488 members 
Mstep: Class 21 contains 104107 members 
Mstep: Class 22 contains 8352 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 13425 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132685928.000000 Penalty: 95659.250000
Iteration 138Q: 29 clusters Score -1.326859e+08 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 102792 members 
Mstep: Class 2 contains 35353 members 
Mstep: Class 3 contains 32807 members 
Mstep: Class 4 contains 116102 members 
Mstep: Class 5 contains 46261 members 
Mstep: Class 6 contains 170913 members 
Mstep: Class 7 contains 32792 members 
Mstep: Class 8 contains 528 members 
Mstep: Class 9 contains 68069 members 
Mstep: Class 10 contains 7888 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 3979 members 
Mstep: Class 13 contains 160233 members 
Mstep: Class 14 contains 610 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24826 members 
Mstep: Class 18 contains 20967 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2488 members 
Mstep: Class 21 contains 104053 members 
Mstep: Class 22 contains 8369 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 13495 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132685784.000000 Penalty: 95659.250000
Iteration 139Q: 29 clusters Score -1.326858e+08 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 102847 members 
Mstep: Class 2 contains 35323 members 
Mstep: Class 3 contains 32809 members 
Mstep: Class 4 contains 116078 members 
Mstep: Class 5 contains 46271 members 
Mstep: Class 6 contains 170909 members 
Mstep: Class 7 contains 32789 members 
Mstep: Class 8 contains 528 members 
Mstep: Class 9 contains 68067 members 
Mstep: Class 10 contains 7894 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 3979 members 
Mstep: Class 13 contains 160207 members 
Mstep: Class 14 contains 609 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24813 members 
Mstep: Class 18 contains 20971 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2489 members 
Mstep: Class 21 contains 103994 members 
Mstep: Class 22 contains 8376 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 13571 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132685728.000000 Penalty: 95659.250000
Iteration 140F: 29 clusters Score -1.326857e+08 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 102909 members 
Mstep: Class 2 contains 35289 members 
Mstep: Class 3 contains 32801 members 
Mstep: Class 4 contains 116068 members 
Mstep: Class 5 contains 46277 members 
Mstep: Class 6 contains 170909 members 
Mstep: Class 7 contains 32781 members 
Mstep: Class 8 contains 528 members 
Mstep: Class 9 contains 68076 members 
Mstep: Class 10 contains 7901 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 160182 members 
Mstep: Class 14 contains 608 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24793 members 
Mstep: Class 18 contains 20969 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2488 members 
Mstep: Class 21 contains 103948 members 
Mstep: Class 22 contains 8378 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 13639 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 344 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132685504.000000 Penalty: 95659.250000
Iteration 141Q: 29 clusters Score -1.326855e+08 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 102981 members 
Mstep: Class 2 contains 35277 members 
Mstep: Class 3 contains 32792 members 
Mstep: Class 4 contains 116068 members 
Mstep: Class 5 contains 46284 members 
Mstep: Class 6 contains 170903 members 
Mstep: Class 7 contains 32770 members 
Mstep: Class 8 contains 529 members 
Mstep: Class 9 contains 68078 members 
Mstep: Class 10 contains 7904 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 3981 members 
Mstep: Class 13 contains 160131 members 
Mstep: Class 14 contains 607 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24765 members 
Mstep: Class 18 contains 20971 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2488 members 
Mstep: Class 21 contains 103912 members 
Mstep: Class 22 contains 8386 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 13698 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 343 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132685936.000000 Penalty: 95659.250000
Iteration 142Q: 29 clusters Score -1.326859e+08 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103035 members 
Mstep: Class 2 contains 35250 members 
Mstep: Class 3 contains 32782 members 
Mstep: Class 4 contains 116075 members 
Mstep: Class 5 contains 46291 members 
Mstep: Class 6 contains 170890 members 
Mstep: Class 7 contains 32776 members 
Mstep: Class 8 contains 527 members 
Mstep: Class 9 contains 68074 members 
Mstep: Class 10 contains 7906 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 160113 members 
Mstep: Class 14 contains 607 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24745 members 
Mstep: Class 18 contains 20970 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2491 members 
Mstep: Class 21 contains 103866 members 
Mstep: Class 22 contains 8393 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 13750 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132685864.000000 Penalty: 95659.250000
Iteration 143Q: 29 clusters Score -1.326859e+08 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103090 members 
Mstep: Class 2 contains 35243 members 
Mstep: Class 3 contains 32781 members 
Mstep: Class 4 contains 116081 members 
Mstep: Class 5 contains 46301 members 
Mstep: Class 6 contains 170865 members 
Mstep: Class 7 contains 32779 members 
Mstep: Class 8 contains 526 members 
Mstep: Class 9 contains 68070 members 
Mstep: Class 10 contains 7914 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160067 members 
Mstep: Class 14 contains 607 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24736 members 
Mstep: Class 18 contains 20970 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2493 members 
Mstep: Class 21 contains 103815 members 
Mstep: Class 22 contains 8404 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 13797 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 346 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132686088.000000 Penalty: 95659.250000
Iteration 144Q: 29 clusters Score -1.326861e+08 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103142 members 
Mstep: Class 2 contains 35237 members 
Mstep: Class 3 contains 32771 members 
Mstep: Class 4 contains 116091 members 
Mstep: Class 5 contains 46312 members 
Mstep: Class 6 contains 170846 members 
Mstep: Class 7 contains 32784 members 
Mstep: Class 8 contains 524 members 
Mstep: Class 9 contains 68074 members 
Mstep: Class 10 contains 7919 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160046 members 
Mstep: Class 14 contains 606 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24715 members 
Mstep: Class 18 contains 20968 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2496 members 
Mstep: Class 21 contains 103755 members 
Mstep: Class 22 contains 8407 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 13844 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 348 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132686248.000000 Penalty: 95659.250000
Iteration 145Q: 29 clusters Score -1.326862e+08 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103196 members 
Mstep: Class 2 contains 35225 members 
Mstep: Class 3 contains 32767 members 
Mstep: Class 4 contains 116091 members 
Mstep: Class 5 contains 46318 members 
Mstep: Class 6 contains 170791 members 
Mstep: Class 7 contains 32777 members 
Mstep: Class 8 contains 522 members 
Mstep: Class 9 contains 68078 members 
Mstep: Class 10 contains 7919 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160073 members 
Mstep: Class 14 contains 605 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24713 members 
Mstep: Class 18 contains 20963 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2495 members 
Mstep: Class 21 contains 103712 members 
Mstep: Class 22 contains 8412 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 13878 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 350 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132686288.000000 Penalty: 95659.250000
Iteration 146Q: 29 clusters Score -1.326863e+08 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103225 members 
Mstep: Class 2 contains 35216 members 
Mstep: Class 3 contains 32776 members 
Mstep: Class 4 contains 116093 members 
Mstep: Class 5 contains 46328 members 
Mstep: Class 6 contains 170752 members 
Mstep: Class 7 contains 32771 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 68092 members 
Mstep: Class 10 contains 7922 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160100 members 
Mstep: Class 14 contains 605 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24697 members 
Mstep: Class 18 contains 20960 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2499 members 
Mstep: Class 21 contains 103651 members 
Mstep: Class 22 contains 8419 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 13907 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 353 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132686400.000000 Penalty: 95659.250000
Iteration 147Q: 29 clusters Score -1.326864e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103254 members 
Mstep: Class 2 contains 35211 members 
Mstep: Class 3 contains 32785 members 
Mstep: Class 4 contains 116088 members 
Mstep: Class 5 contains 46334 members 
Mstep: Class 6 contains 170692 members 
Mstep: Class 7 contains 32768 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 68103 members 
Mstep: Class 10 contains 7920 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 3985 members 
Mstep: Class 13 contains 160136 members 
Mstep: Class 14 contains 605 members 
Mstep: Class 15 contains 1999 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24692 members 
Mstep: Class 18 contains 20958 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 103594 members 
Mstep: Class 22 contains 8428 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 13939 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 356 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132686256.000000 Penalty: 95659.250000
Iteration 148Q: 29 clusters Score -1.326863e+08 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103281 members 
Mstep: Class 2 contains 35196 members 
Mstep: Class 3 contains 32786 members 
Mstep: Class 4 contains 116094 members 
Mstep: Class 5 contains 46347 members 
Mstep: Class 6 contains 170655 members 
Mstep: Class 7 contains 32762 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 68107 members 
Mstep: Class 10 contains 7919 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 3985 members 
Mstep: Class 13 contains 160182 members 
Mstep: Class 14 contains 605 members 
Mstep: Class 15 contains 1999 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24683 members 
Mstep: Class 18 contains 20954 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 103540 members 
Mstep: Class 22 contains 8430 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 13965 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 360 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132686496.000000 Penalty: 95659.250000
Iteration 149Q: 29 clusters Score -1.326865e+08 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103321 members 
Mstep: Class 2 contains 35182 members 
Mstep: Class 3 contains 32791 members 
Mstep: Class 4 contains 116098 members 
Mstep: Class 5 contains 46354 members 
Mstep: Class 6 contains 170655 members 
Mstep: Class 7 contains 32755 members 
Mstep: Class 8 contains 512 members 
Mstep: Class 9 contains 68111 members 
Mstep: Class 10 contains 7917 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 3985 members 
Mstep: Class 13 contains 160186 members 
Mstep: Class 14 contains 605 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24666 members 
Mstep: Class 18 contains 20948 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2508 members 
Mstep: Class 21 contains 103496 members 
Mstep: Class 22 contains 8432 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 13986 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 361 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132686568.000000 Penalty: 95659.250000
Iteration 150Q: 29 clusters Score -1.326866e+08 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103352 members 
Mstep: Class 2 contains 35174 members 
Mstep: Class 3 contains 32791 members 
Mstep: Class 4 contains 116099 members 
Mstep: Class 5 contains 46363 members 
Mstep: Class 6 contains 170624 members 
Mstep: Class 7 contains 32758 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68122 members 
Mstep: Class 10 contains 7921 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 3985 members 
Mstep: Class 13 contains 160198 members 
Mstep: Class 14 contains 605 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24653 members 
Mstep: Class 18 contains 20951 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2507 members 
Mstep: Class 21 contains 103453 members 
Mstep: Class 22 contains 8434 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14005 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132686568.000000 Penalty: 95659.250000
Iteration 151Q: 29 clusters Score -1.326866e+08 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103381 members 
Mstep: Class 2 contains 35161 members 
Mstep: Class 3 contains 32793 members 
Mstep: Class 4 contains 116090 members 
Mstep: Class 5 contains 46378 members 
Mstep: Class 6 contains 170605 members 
Mstep: Class 7 contains 32766 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68133 members 
Mstep: Class 10 contains 7926 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 3985 members 
Mstep: Class 13 contains 160210 members 
Mstep: Class 14 contains 605 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24636 members 
Mstep: Class 18 contains 20950 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2507 members 
Mstep: Class 21 contains 103388 members 
Mstep: Class 22 contains 8440 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14041 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132686752.000000 Penalty: 95659.250000
Iteration 152Q: 29 clusters Score -1.326868e+08 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103397 members 
Mstep: Class 2 contains 35147 members 
Mstep: Class 3 contains 32791 members 
Mstep: Class 4 contains 116092 members 
Mstep: Class 5 contains 46398 members 
Mstep: Class 6 contains 170582 members 
Mstep: Class 7 contains 32767 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68130 members 
Mstep: Class 10 contains 7923 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 3985 members 
Mstep: Class 13 contains 160256 members 
Mstep: Class 14 contains 605 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24624 members 
Mstep: Class 18 contains 20951 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2508 members 
Mstep: Class 21 contains 103316 members 
Mstep: Class 22 contains 8446 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14077 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132686704.000000 Penalty: 95659.250000
Iteration 153Q: 29 clusters Score -1.326867e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103401 members 
Mstep: Class 2 contains 35137 members 
Mstep: Class 3 contains 32795 members 
Mstep: Class 4 contains 116099 members 
Mstep: Class 5 contains 46418 members 
Mstep: Class 6 contains 170550 members 
Mstep: Class 7 contains 32780 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68139 members 
Mstep: Class 10 contains 7929 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 3985 members 
Mstep: Class 13 contains 160276 members 
Mstep: Class 14 contains 605 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24617 members 
Mstep: Class 18 contains 20951 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2511 members 
Mstep: Class 21 contains 103242 members 
Mstep: Class 22 contains 8447 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14113 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132686840.000000 Penalty: 95659.250000
Iteration 154Q: 29 clusters Score -1.326868e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103414 members 
Mstep: Class 2 contains 35125 members 
Mstep: Class 3 contains 32797 members 
Mstep: Class 4 contains 116104 members 
Mstep: Class 5 contains 46432 members 
Mstep: Class 6 contains 170540 members 
Mstep: Class 7 contains 32796 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68144 members 
Mstep: Class 10 contains 7933 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 3985 members 
Mstep: Class 13 contains 160273 members 
Mstep: Class 14 contains 604 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24603 members 
Mstep: Class 18 contains 20952 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2512 members 
Mstep: Class 21 contains 103175 members 
Mstep: Class 22 contains 8451 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14155 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132686912.000000 Penalty: 95659.250000
Iteration 155Q: 29 clusters Score -1.326869e+08 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103423 members 
Mstep: Class 2 contains 35114 members 
Mstep: Class 3 contains 32786 members 
Mstep: Class 4 contains 116112 members 
Mstep: Class 5 contains 46436 members 
Mstep: Class 6 contains 170501 members 
Mstep: Class 7 contains 32805 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68153 members 
Mstep: Class 10 contains 7937 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 3985 members 
Mstep: Class 13 contains 160305 members 
Mstep: Class 14 contains 603 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24594 members 
Mstep: Class 18 contains 20952 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2512 members 
Mstep: Class 21 contains 103125 members 
Mstep: Class 22 contains 8454 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14198 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687056.000000 Penalty: 95659.250000
Iteration 156Q: 29 clusters Score -1.326871e+08 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103439 members 
Mstep: Class 2 contains 35094 members 
Mstep: Class 3 contains 32780 members 
Mstep: Class 4 contains 116119 members 
Mstep: Class 5 contains 46441 members 
Mstep: Class 6 contains 170464 members 
Mstep: Class 7 contains 32803 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68159 members 
Mstep: Class 10 contains 7931 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 3985 members 
Mstep: Class 13 contains 160364 members 
Mstep: Class 14 contains 602 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24584 members 
Mstep: Class 18 contains 20948 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2511 members 
Mstep: Class 21 contains 103069 members 
Mstep: Class 22 contains 8456 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14246 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687040.000000 Penalty: 95659.250000
Iteration 157Q: 29 clusters Score -1.32687e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103451 members 
Mstep: Class 2 contains 35065 members 
Mstep: Class 3 contains 32773 members 
Mstep: Class 4 contains 116124 members 
Mstep: Class 5 contains 46452 members 
Mstep: Class 6 contains 170471 members 
Mstep: Class 7 contains 32801 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68160 members 
Mstep: Class 10 contains 7929 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 3986 members 
Mstep: Class 13 contains 160377 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24571 members 
Mstep: Class 18 contains 20943 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2510 members 
Mstep: Class 21 contains 103026 members 
Mstep: Class 22 contains 8464 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14292 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132686976.000000 Penalty: 95659.250000
Iteration 158Q: 29 clusters Score -1.32687e+08 nChanged 692
Entering ConstructFrom: 
Score: -132686976.000000 Penalty: 95659.250000
Entering ConstructFrom: 
Trying to split cluster 1 (103461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103461 members 
Entering Unmasked Estep 
Score: -14666917.000000 Penalty: 2863.643799
	Iteration 0F: 2 clusters Score -1.466692e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51710 members 
Mstep: Class 2 contains 51751 members 
Entering Unmasked Estep 
Score: -14598785.000000 Penalty: 5727.287598
	Iteration 0F: 3 clusters Score -1.459878e+07 nChanged 49237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51443 members 
Mstep: Class 2 contains 52018 members 
Entering Unmasked Estep 
Score: -14627122.000000 Penalty: 5727.287598
	Iteration 1F: 3 clusters Score -1.462712e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51454 members 
Mstep: Class 2 contains 52007 members 
Entering Unmasked Estep 
Score: -14627795.000000 Penalty: 5727.287598
	Iteration 2Q: 3 clusters Score -1.46278e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51393 members 
Mstep: Class 2 contains 52068 members 
Entering Unmasked Estep 
Score: -14628621.000000 Penalty: 5727.287598
	Iteration 3Q: 3 clusters Score -1.462862e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51176 members 
Mstep: Class 2 contains 52285 members 
Entering Unmasked Estep 
Score: -14629675.000000 Penalty: 5727.287598
	Iteration 4Q: 3 clusters Score -1.462968e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50953 members 
Mstep: Class 2 contains 52508 members 
Entering Unmasked Estep 
Score: -14631064.000000 Penalty: 5727.287598
	Iteration 5Q: 3 clusters Score -1.463106e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50693 members 
Mstep: Class 2 contains 52768 members 
Entering Unmasked Estep 
Score: -14632839.000000 Penalty: 5727.287598
	Iteration 6Q: 3 clusters Score -1.463284e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50388 members 
Mstep: Class 2 contains 53073 members 
Entering Unmasked Estep 
Score: -14635283.000000 Penalty: 5727.287598
	Iteration 7Q: 3 clusters Score -1.463528e+07 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50000 members 
Mstep: Class 2 contains 53461 members 
Entering Unmasked Estep 
Score: -14638819.000000 Penalty: 5727.287598
	Iteration 8F: 3 clusters Score -1.463882e+07 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49716 members 
Mstep: Class 2 contains 53745 members 
Entering Unmasked Estep 
Score: -14642795.000000 Penalty: 5727.287598
	Iteration 9F: 3 clusters Score -1.46428e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49522 members 
Mstep: Class 2 contains 53939 members 
Entering Unmasked Estep 
Score: -14646551.000000 Penalty: 5727.287598
	Iteration 10F: 3 clusters Score -1.464655e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49304 members 
Mstep: Class 2 contains 54157 members 
Entering Unmasked Estep 
Score: -14648909.000000 Penalty: 5727.287598
	Iteration 11Q: 3 clusters Score -1.464891e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49128 members 
Mstep: Class 2 contains 54333 members 
Entering Unmasked Estep 
Score: -14649869.000000 Penalty: 5727.287598
	Iteration 12Q: 3 clusters Score -1.464987e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49008 members 
Mstep: Class 2 contains 54453 members 
Entering Unmasked Estep 
Score: -14650167.000000 Penalty: 5727.287598
	Iteration 13Q: 3 clusters Score -1.465017e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48917 members 
Mstep: Class 2 contains 54544 members 
Entering Unmasked Estep 
Score: -14650386.000000 Penalty: 5727.287598
	Iteration 14Q: 3 clusters Score -1.465039e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48863 members 
Mstep: Class 2 contains 54598 members 
Entering Unmasked Estep 
Score: -14650558.000000 Penalty: 5727.287598
	Iteration 15Q: 3 clusters Score -1.465056e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48900 members 
Mstep: Class 2 contains 54561 members 
Entering Unmasked Estep 
Score: -14650690.000000 Penalty: 5727.287598
	Iteration 16Q: 3 clusters Score -1.465069e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48971 members 
Mstep: Class 2 contains 54490 members 
Entering Unmasked Estep 
Score: -14650816.000000 Penalty: 5727.287598
	Iteration 17Q: 3 clusters Score -1.465082e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49051 members 
Mstep: Class 2 contains 54410 members 
Entering Unmasked Estep 
Score: -14650949.000000 Penalty: 5727.287598
	Iteration 18Q: 3 clusters Score -1.465095e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49135 members 
Mstep: Class 2 contains 54326 members 
Entering Unmasked Estep 
Score: -14651016.000000 Penalty: 5727.287598
	Iteration 19Q: 3 clusters Score -1.465102e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49249 members 
Mstep: Class 2 contains 54212 members 
Entering Unmasked Estep 
Score: -14651075.000000 Penalty: 5727.287598
	Iteration 20F: 3 clusters Score -1.465108e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49363 members 
Mstep: Class 2 contains 54098 members 
Entering Unmasked Estep 
Score: -14651165.000000 Penalty: 5727.287598
	Iteration 21Q: 3 clusters Score -1.465116e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49484 members 
Mstep: Class 2 contains 53977 members 
Entering Unmasked Estep 
Score: -14651291.000000 Penalty: 5727.287598
	Iteration 22Q: 3 clusters Score -1.465129e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49635 members 
Mstep: Class 2 contains 53826 members 
Entering Unmasked Estep 
Score: -14651338.000000 Penalty: 5727.287598
	Iteration 23Q: 3 clusters Score -1.465134e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49808 members 
Mstep: Class 2 contains 53653 members 
Entering Unmasked Estep 
Score: -14651404.000000 Penalty: 5727.287598
	Iteration 24Q: 3 clusters Score -1.46514e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50046 members 
Mstep: Class 2 contains 53415 members 
Entering Unmasked Estep 
Score: -14651475.000000 Penalty: 5727.287598
	Iteration 25Q: 3 clusters Score -1.465148e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50286 members 
Mstep: Class 2 contains 53175 members 
Entering Unmasked Estep 
Score: -14651568.000000 Penalty: 5727.287598
	Iteration 26Q: 3 clusters Score -1.465157e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50560 members 
Mstep: Class 2 contains 52901 members 
Entering Unmasked Estep 
Score: -14651708.000000 Penalty: 5727.287598
	Iteration 27Q: 3 clusters Score -1.465171e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50879 members 
Mstep: Class 2 contains 52582 members 
Entering Unmasked Estep 
Score: -14651761.000000 Penalty: 5727.287598
	Iteration 28Q: 3 clusters Score -1.465176e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51245 members 
Mstep: Class 2 contains 52216 members 
Entering Unmasked Estep 
Score: -14651874.000000 Penalty: 5727.287598
	Iteration 29Q: 3 clusters Score -1.465187e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51689 members 
Mstep: Class 2 contains 51772 members 
Entering Unmasked Estep 
Score: -14651948.000000 Penalty: 5727.287598
	Iteration 30Q: 3 clusters Score -1.465195e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52139 members 
Mstep: Class 2 contains 51322 members 
Entering Unmasked Estep 
Score: -14651990.000000 Penalty: 5727.287598
	Iteration 31Q: 3 clusters Score -1.465199e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52671 members 
Mstep: Class 2 contains 50790 members 
Entering Unmasked Estep 
Score: -14652174.000000 Penalty: 5727.287598
	Iteration 32Q: 3 clusters Score -1.465217e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53288 members 
Mstep: Class 2 contains 50173 members 
Entering Unmasked Estep 
Score: -14652286.000000 Penalty: 5727.287598
	Iteration 33Q: 3 clusters Score -1.465229e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54015 members 
Mstep: Class 2 contains 49446 members 
Entering Unmasked Estep 
Score: -14652455.000000 Penalty: 5727.287598
	Iteration 34Q: 3 clusters Score -1.465246e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54827 members 
Mstep: Class 2 contains 48634 members 
Entering Unmasked Estep 
Score: -14652696.000000 Penalty: 5727.287598
	Iteration 35Q: 3 clusters Score -1.46527e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55741 members 
Mstep: Class 2 contains 47720 members 
Entering Unmasked Estep 
Score: -14652959.000000 Penalty: 5727.287598
	Iteration 36Q: 3 clusters Score -1.465296e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56766 members 
Mstep: Class 2 contains 46695 members 
Entering Unmasked Estep 
Score: -14653174.000000 Penalty: 5727.287598
	Iteration 37Q: 3 clusters Score -1.465317e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57884 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
Score: -14653391.000000 Penalty: 5727.287598
	Iteration 38Q: 3 clusters Score -1.465339e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59146 members 
Mstep: Class 2 contains 44315 members 
Entering Unmasked Estep 
Score: -14653715.000000 Penalty: 5727.287598
	Iteration 39Q: 3 clusters Score -1.465372e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60511 members 
Mstep: Class 2 contains 42950 members 
Entering Unmasked Estep 
Score: -14654187.000000 Penalty: 5727.287598
	Iteration 40F: 3 clusters Score -1.465419e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62020 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -14654632.000000 Penalty: 5727.287598
	Iteration 41Q: 3 clusters Score -1.465463e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63628 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -14655199.000000 Penalty: 5727.287598
	Iteration 42Q: 3 clusters Score -1.46552e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65371 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -14655821.000000 Penalty: 5727.287598
	Iteration 43Q: 3 clusters Score -1.465582e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67295 members 
Mstep: Class 2 contains 36166 members 
Entering Unmasked Estep 
Score: -14656667.000000 Penalty: 5727.287598
	Iteration 44Q: 3 clusters Score -1.465667e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69309 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -14657584.000000 Penalty: 5727.287598
	Iteration 45Q: 3 clusters Score -1.465758e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71435 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -14658809.000000 Penalty: 5727.287598
	Iteration 46Q: 3 clusters Score -1.465881e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73568 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -14659991.000000 Penalty: 5727.287598
	Iteration 47Q: 3 clusters Score -1.465999e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75616 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -14661202.000000 Penalty: 5727.287598
	Iteration 48Q: 3 clusters Score -1.46612e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77511 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -14662282.000000 Penalty: 5727.287598
	Iteration 49Q: 3 clusters Score -1.466228e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79215 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -14663200.000000 Penalty: 5727.287598
	Iteration 50Q: 3 clusters Score -1.46632e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80791 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -14663989.000000 Penalty: 5727.287598
	Iteration 51Q: 3 clusters Score -1.466399e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82166 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -14664516.000000 Penalty: 5727.287598
	Iteration 52Q: 3 clusters Score -1.466452e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83397 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -14664924.000000 Penalty: 5727.287598
	Iteration 53Q: 3 clusters Score -1.466492e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84390 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -14665203.000000 Penalty: 5727.287598
	Iteration 54Q: 3 clusters Score -1.46652e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85215 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -14665365.000000 Penalty: 5727.287598
	Iteration 55Q: 3 clusters Score -1.466536e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85930 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -14665556.000000 Penalty: 5727.287598
	Iteration 56Q: 3 clusters Score -1.466556e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86584 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -14665666.000000 Penalty: 5727.287598
	Iteration 57Q: 3 clusters Score -1.466567e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87160 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -14665799.000000 Penalty: 5727.287598
	Iteration 58Q: 3 clusters Score -1.46658e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87635 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -14665847.000000 Penalty: 5727.287598
	Iteration 59Q: 3 clusters Score -1.466585e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88038 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -14665976.000000 Penalty: 5727.287598
	Iteration 60F: 3 clusters Score -1.466598e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88431 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -14666046.000000 Penalty: 5727.287598
	Iteration 61Q: 3 clusters Score -1.466605e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88772 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -14666157.000000 Penalty: 5727.287598
	Iteration 62Q: 3 clusters Score -1.466616e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89075 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -14666162.000000 Penalty: 5727.287598
	Iteration 63Q: 3 clusters Score -1.466616e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89318 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -14666202.000000 Penalty: 5727.287598
	Iteration 64Q: 3 clusters Score -1.46662e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89530 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -14666235.000000 Penalty: 5727.287598
	Iteration 65Q: 3 clusters Score -1.466624e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89695 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -14666208.000000 Penalty: 5727.287598
	Iteration 66Q: 3 clusters Score -1.466621e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89850 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -14666263.000000 Penalty: 5727.287598
	Iteration 67Q: 3 clusters Score -1.466626e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89985 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -14666253.000000 Penalty: 5727.287598
	Iteration 68Q: 3 clusters Score -1.466625e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90124 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -14666213.000000 Penalty: 5727.287598
	Iteration 69Q: 3 clusters Score -1.466621e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90254 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -14666187.000000 Penalty: 5727.287598
	Iteration 70Q: 3 clusters Score -1.466619e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90385 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -14666204.000000 Penalty: 5727.287598
	Iteration 71Q: 3 clusters Score -1.46662e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90499 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -14666241.000000 Penalty: 5727.287598
	Iteration 72Q: 3 clusters Score -1.466624e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90595 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -14666184.000000 Penalty: 5727.287598
	Iteration 73Q: 3 clusters Score -1.466618e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90668 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -14666185.000000 Penalty: 5727.287598
	Iteration 74Q: 3 clusters Score -1.466618e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90741 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -14666196.000000 Penalty: 5727.287598
	Iteration 75Q: 3 clusters Score -1.46662e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90808 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -14666218.000000 Penalty: 5727.287598
	Iteration 76Q: 3 clusters Score -1.466622e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90860 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -14666221.000000 Penalty: 5727.287598
	Iteration 77Q: 3 clusters Score -1.466622e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90895 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -14666227.000000 Penalty: 5727.287598
	Iteration 78Q: 3 clusters Score -1.466623e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90925 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -14666222.000000 Penalty: 5727.287598
	Iteration 79Q: 3 clusters Score -1.466622e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90951 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -14666229.000000 Penalty: 5727.287598
	Iteration 80F: 3 clusters Score -1.466623e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90971 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -14666227.000000 Penalty: 5727.287598
	Iteration 81Q: 3 clusters Score -1.466623e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90989 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -14666214.000000 Penalty: 5727.287598
	Iteration 82Q: 3 clusters Score -1.466621e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91006 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -14666232.000000 Penalty: 5727.287598
	Iteration 83Q: 3 clusters Score -1.466623e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91021 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -14666233.000000 Penalty: 5727.287598
	Iteration 84Q: 3 clusters Score -1.466623e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91037 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -14666240.000000 Penalty: 5727.287598
	Iteration 85Q: 3 clusters Score -1.466624e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91054 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -14666254.000000 Penalty: 5727.287598
	Iteration 86Q: 3 clusters Score -1.466625e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91063 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -14666258.000000 Penalty: 5727.287598
	Iteration 87Q: 3 clusters Score -1.466626e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91073 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -14666253.000000 Penalty: 5727.287598
	Iteration 88Q: 3 clusters Score -1.466625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91078 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -14666251.000000 Penalty: 5727.287598
	Iteration 89Q: 3 clusters Score -1.466625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91081 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -14666254.000000 Penalty: 5727.287598
	Iteration 90Q: 3 clusters Score -1.466625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91084 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -14666246.000000 Penalty: 5727.287598
	Iteration 91Q: 3 clusters Score -1.466625e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91084 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -14666246.000000 Penalty: 5727.287598
	Iteration 92F: 3 clusters Score -1.466625e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35045 members 
Entering Unmasked Estep 
Score: -4805678.500000 Penalty: 2595.168213
	Iteration 0F: 2 clusters Score -4805678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -4781831.000000 Penalty: 5190.336426
	Iteration 0F: 3 clusters Score -4781831 nChanged 15875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -4790393.000000 Penalty: 5190.336426
	Iteration 1F: 3 clusters Score -4790393 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -4790794.500000 Penalty: 5190.336426
	Iteration 2Q: 3 clusters Score -4790794 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -4791143.500000 Penalty: 5190.336426
	Iteration 3Q: 3 clusters Score -4791144 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -4791466.000000 Penalty: 5190.336426
	Iteration 4Q: 3 clusters Score -4791466 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -4791863.500000 Penalty: 5190.336426
	Iteration 5Q: 3 clusters Score -4791864 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -4792394.500000 Penalty: 5190.336426
	Iteration 6Q: 3 clusters Score -4792394 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -4793119.000000 Penalty: 5190.336426
	Iteration 7Q: 3 clusters Score -4793119 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -4794267.500000 Penalty: 5190.336426
	Iteration 8F: 3 clusters Score -4794268 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -4795947.500000 Penalty: 5190.336426
	Iteration 9F: 3 clusters Score -4795948 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -4798046.000000 Penalty: 5190.336426
	Iteration 10F: 3 clusters Score -4798046 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -4800274.000000 Penalty: 5190.336426
	Iteration 11F: 3 clusters Score -4800274 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
Score: -4802103.500000 Penalty: 5190.336426
	Iteration 12F: 3 clusters Score -4802104 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -4803104.000000 Penalty: 5190.336426
	Iteration 13Q: 3 clusters Score -4803104 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -4803574.000000 Penalty: 5190.336426
	Iteration 14Q: 3 clusters Score -4803574 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -4803792.000000 Penalty: 5190.336426
	Iteration 15Q: 3 clusters Score -4803792 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -4803893.000000 Penalty: 5190.336426
	Iteration 16Q: 3 clusters Score -4803893 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 34503 members 
Entering Unmasked Estep 
Score: -4803955.500000 Penalty: 5190.336426
	Iteration 17Q: 3 clusters Score -4803956 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 34524 members 
Entering Unmasked Estep 
Score: -4804021.500000 Penalty: 5190.336426
	Iteration 18Q: 3 clusters Score -4804022 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
Score: -4804053.500000 Penalty: 5190.336426
	Iteration 19Q: 3 clusters Score -4804054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -4804073.000000 Penalty: 5190.336426
	Iteration 20F: 3 clusters Score -4804073 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 34543 members 
Entering Unmasked Estep 
Score: -4804084.500000 Penalty: 5190.336426
	Iteration 21Q: 3 clusters Score -4804084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -4804095.000000 Penalty: 5190.336426
	Iteration 22Q: 3 clusters Score -4804095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 34545 members 
Entering Unmasked Estep 
Score: -4804100.500000 Penalty: 5190.336426
	Iteration 23Q: 3 clusters Score -4804100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -4804105.000000 Penalty: 5190.336426
	Iteration 24Q: 3 clusters Score -4804105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 34552 members 
Entering Unmasked Estep 
Score: -4804113.000000 Penalty: 5190.336426
	Iteration 25Q: 3 clusters Score -4804113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -4804109.000000 Penalty: 5190.336426
	Iteration 26Q: 3 clusters Score -4804109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -4804113.500000 Penalty: 5190.336426
	Iteration 27Q: 3 clusters Score -4804114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -4804116.000000 Penalty: 5190.336426
	Iteration 28Q: 3 clusters Score -4804116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -4804112.000000 Penalty: 5190.336426
	Iteration 29Q: 3 clusters Score -4804112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -4804112.000000 Penalty: 5190.336426
	Iteration 30F: 3 clusters Score -4804112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (32761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Entering Unmasked Estep 
Score: -4650116.500000 Penalty: 2578.454346
	Iteration 0F: 2 clusters Score -4650116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -4627688.000000 Penalty: 5156.908691
	Iteration 0F: 3 clusters Score -4627688 nChanged 14875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -4635691.500000 Penalty: 5156.908691
	Iteration 1F: 3 clusters Score -4635692 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -4636236.000000 Penalty: 5156.908691
	Iteration 2Q: 3 clusters Score -4636236 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -4636769.000000 Penalty: 5156.908691
	Iteration 3Q: 3 clusters Score -4636769 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -4637456.000000 Penalty: 5156.908691
	Iteration 4Q: 3 clusters Score -4637456 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -4638336.500000 Penalty: 5156.908691
	Iteration 5F: 3 clusters Score -4638336 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -4639409.500000 Penalty: 5156.908691
	Iteration 6F: 3 clusters Score -4639410 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -4640674.000000 Penalty: 5156.908691
	Iteration 7F: 3 clusters Score -4640674 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -4642116.000000 Penalty: 5156.908691
	Iteration 8F: 3 clusters Score -4642116 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -4643700.500000 Penalty: 5156.908691
	Iteration 9F: 3 clusters Score -4643700 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -4644978.000000 Penalty: 5156.908691
	Iteration 10Q: 3 clusters Score -4644978 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -4645691.500000 Penalty: 5156.908691
	Iteration 11Q: 3 clusters Score -4645692 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -4646075.500000 Penalty: 5156.908691
	Iteration 12Q: 3 clusters Score -4646076 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -4646316.500000 Penalty: 5156.908691
	Iteration 13Q: 3 clusters Score -4646316 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -4646500.000000 Penalty: 5156.908691
	Iteration 14Q: 3 clusters Score -4646500 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -4646639.500000 Penalty: 5156.908691
	Iteration 15Q: 3 clusters Score -4646640 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -4646721.000000 Penalty: 5156.908691
	Iteration 16Q: 3 clusters Score -4646721 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -4646832.500000 Penalty: 5156.908691
	Iteration 17Q: 3 clusters Score -4646832 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -4646918.500000 Penalty: 5156.908691
	Iteration 18Q: 3 clusters Score -4646918 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -4646982.500000 Penalty: 5156.908691
	Iteration 19Q: 3 clusters Score -4646982 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -4647059.500000 Penalty: 5156.908691
	Iteration 20F: 3 clusters Score -4647060 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -4647124.500000 Penalty: 5156.908691
	Iteration 21Q: 3 clusters Score -4647124 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -4647204.500000 Penalty: 5156.908691
	Iteration 22Q: 3 clusters Score -4647204 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -4647282.500000 Penalty: 5156.908691
	Iteration 23Q: 3 clusters Score -4647282 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -4647370.500000 Penalty: 5156.908691
	Iteration 24Q: 3 clusters Score -4647370 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -4647423.500000 Penalty: 5156.908691
	Iteration 25Q: 3 clusters Score -4647424 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -4647478.000000 Penalty: 5156.908691
	Iteration 26Q: 3 clusters Score -4647478 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -4647538.000000 Penalty: 5156.908691
	Iteration 27Q: 3 clusters Score -4647538 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -4647580.000000 Penalty: 5156.908691
	Iteration 28Q: 3 clusters Score -4647580 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -4647622.000000 Penalty: 5156.908691
	Iteration 29Q: 3 clusters Score -4647622 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -4647661.000000 Penalty: 5156.908691
	Iteration 30Q: 3 clusters Score -4647661 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -4647713.500000 Penalty: 5156.908691
	Iteration 31Q: 3 clusters Score -4647714 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -4647736.500000 Penalty: 5156.908691
	Iteration 32Q: 3 clusters Score -4647736 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -4647779.000000 Penalty: 5156.908691
	Iteration 33Q: 3 clusters Score -4647779 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -4647822.000000 Penalty: 5156.908691
	Iteration 34Q: 3 clusters Score -4647822 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -4647834.500000 Penalty: 5156.908691
	Iteration 35Q: 3 clusters Score -4647834 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -4647855.500000 Penalty: 5156.908691
	Iteration 36Q: 3 clusters Score -4647856 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -4647880.500000 Penalty: 5156.908691
	Iteration 37Q: 3 clusters Score -4647880 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4647903.000000 Penalty: 5156.908691
	Iteration 38Q: 3 clusters Score -4647903 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -4647925.000000 Penalty: 5156.908691
	Iteration 39Q: 3 clusters Score -4647925 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4647939.000000 Penalty: 5156.908691
	Iteration 40F: 3 clusters Score -4647939 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4647947.000000 Penalty: 5156.908691
	Iteration 41Q: 3 clusters Score -4647947 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -4647956.500000 Penalty: 5156.908691
	Iteration 42Q: 3 clusters Score -4647956 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -4647975.500000 Penalty: 5156.908691
	Iteration 43Q: 3 clusters Score -4647976 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4647975.000000 Penalty: 5156.908691
	Iteration 44Q: 3 clusters Score -4647975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4647975.000000 Penalty: 5156.908691
	Iteration 45Q: 3 clusters Score -4647975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -4647979.000000 Penalty: 5156.908691
	Iteration 46Q: 3 clusters Score -4647979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4647988.500000 Penalty: 5156.908691
	Iteration 47Q: 3 clusters Score -4647988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -4647989.500000 Penalty: 5156.908691
	Iteration 48Q: 3 clusters Score -4647990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4647994.500000 Penalty: 5156.908691
	Iteration 49Q: 3 clusters Score -4647994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4647998.000000 Penalty: 5156.908691
	Iteration 50Q: 3 clusters Score -4647998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4647997.500000 Penalty: 5156.908691
	Iteration 51Q: 3 clusters Score -4647998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4647995.500000 Penalty: 5156.908691
	Iteration 52Q: 3 clusters Score -4647996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4648001.500000 Penalty: 5156.908691
	Iteration 53Q: 3 clusters Score -4648002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4648000.500000 Penalty: 5156.908691
	Iteration 54Q: 3 clusters Score -4648000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31430 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -4647995.000000 Penalty: 5156.908691
	Iteration 55Q: 3 clusters Score -4647995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4647996.500000 Penalty: 5156.908691
	Iteration 56Q: 3 clusters Score -4647996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4647996.500000 Penalty: 5156.908691
	Iteration 57F: 3 clusters Score -4647996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (116119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116119 members 
Entering Unmasked Estep 
Score: -16446053.000000 Penalty: 2892.267822
	Iteration 0F: 2 clusters Score -1.644605e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57978 members 
Mstep: Class 2 contains 58141 members 
Entering Unmasked Estep 
Score: -16370696.000000 Penalty: 5784.535645
	Iteration 0F: 3 clusters Score -1.63707e+07 nChanged 55193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57739 members 
Mstep: Class 2 contains 58380 members 
Entering Unmasked Estep 
Score: -16402230.000000 Penalty: 5784.535645
	Iteration 1F: 3 clusters Score -1.640223e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57220 members 
Mstep: Class 2 contains 58899 members 
Entering Unmasked Estep 
Score: -16402941.000000 Penalty: 5784.535645
	Iteration 2Q: 3 clusters Score -1.640294e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56422 members 
Mstep: Class 2 contains 59697 members 
Entering Unmasked Estep 
Score: -16403652.000000 Penalty: 5784.535645
	Iteration 3Q: 3 clusters Score -1.640365e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55253 members 
Mstep: Class 2 contains 60866 members 
Entering Unmasked Estep 
Score: -16404532.000000 Penalty: 5784.535645
	Iteration 4Q: 3 clusters Score -1.640453e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53537 members 
Mstep: Class 2 contains 62582 members 
Entering Unmasked Estep 
Score: -16405507.000000 Penalty: 5784.535645
	Iteration 5Q: 3 clusters Score -1.640551e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51044 members 
Mstep: Class 2 contains 65075 members 
Entering Unmasked Estep 
Score: -16406823.000000 Penalty: 5784.535645
	Iteration 6Q: 3 clusters Score -1.640682e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47594 members 
Mstep: Class 2 contains 68525 members 
Entering Unmasked Estep 
Score: -16408873.000000 Penalty: 5784.535645
	Iteration 7Q: 3 clusters Score -1.640887e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 73132 members 
Entering Unmasked Estep 
Score: -16411930.000000 Penalty: 5784.535645
	Iteration 8Q: 3 clusters Score -1.641193e+07 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 78843 members 
Entering Unmasked Estep 
Score: -16416656.000000 Penalty: 5784.535645
	Iteration 9F: 3 clusters Score -1.641666e+07 nChanged 7330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 84943 members 
Entering Unmasked Estep 
Score: -16422326.000000 Penalty: 5784.535645
	Iteration 10F: 3 clusters Score -1.642233e+07 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 90244 members 
Entering Unmasked Estep 
Score: -16427319.000000 Penalty: 5784.535645
	Iteration 11F: 3 clusters Score -1.642732e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 94427 members 
Entering Unmasked Estep 
Score: -16431025.000000 Penalty: 5784.535645
	Iteration 12Q: 3 clusters Score -1.643102e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 97689 members 
Entering Unmasked Estep 
Score: -16433284.000000 Penalty: 5784.535645
	Iteration 13Q: 3 clusters Score -1.643328e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 100493 members 
Entering Unmasked Estep 
Score: -16434909.000000 Penalty: 5784.535645
	Iteration 14Q: 3 clusters Score -1.643491e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 103064 members 
Entering Unmasked Estep 
Score: -16436205.000000 Penalty: 5784.535645
	Iteration 15Q: 3 clusters Score -1.64362e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 105330 members 
Entering Unmasked Estep 
Score: -16437441.000000 Penalty: 5784.535645
	Iteration 16Q: 3 clusters Score -1.643744e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 107451 members 
Entering Unmasked Estep 
Score: -16438510.000000 Penalty: 5784.535645
	Iteration 17Q: 3 clusters Score -1.643851e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 109306 members 
Entering Unmasked Estep 
Score: -16439506.000000 Penalty: 5784.535645
	Iteration 18Q: 3 clusters Score -1.643951e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 110881 members 
Entering Unmasked Estep 
Score: -16440408.000000 Penalty: 5784.535645
	Iteration 19Q: 3 clusters Score -1.644041e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 112116 members 
Entering Unmasked Estep 
Score: -16441105.000000 Penalty: 5784.535645
	Iteration 20F: 3 clusters Score -1.64411e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 113076 members 
Entering Unmasked Estep 
Score: -16441747.000000 Penalty: 5784.535645
	Iteration 21Q: 3 clusters Score -1.644175e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 113825 members 
Entering Unmasked Estep 
Score: -16442222.000000 Penalty: 5784.535645
	Iteration 22Q: 3 clusters Score -1.644222e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 114413 members 
Entering Unmasked Estep 
Score: -16442685.000000 Penalty: 5784.535645
	Iteration 23Q: 3 clusters Score -1.644268e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 114807 members 
Entering Unmasked Estep 
Score: -16442908.000000 Penalty: 5784.535645
	Iteration 24Q: 3 clusters Score -1.644291e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 115076 members 
Entering Unmasked Estep 
Score: -16443086.000000 Penalty: 5784.535645
	Iteration 25Q: 3 clusters Score -1.644309e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 115259 members 
Entering Unmasked Estep 
Score: -16443203.000000 Penalty: 5784.535645
	Iteration 26Q: 3 clusters Score -1.64432e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 115383 members 
Entering Unmasked Estep 
Score: -16443290.000000 Penalty: 5784.535645
	Iteration 27Q: 3 clusters Score -1.644329e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 115453 members 
Entering Unmasked Estep 
Score: -16443371.000000 Penalty: 5784.535645
	Iteration 28Q: 3 clusters Score -1.644337e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 115500 members 
Entering Unmasked Estep 
Score: -16443428.000000 Penalty: 5784.535645
	Iteration 29Q: 3 clusters Score -1.644343e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 115529 members 
Entering Unmasked Estep 
Score: -16443455.000000 Penalty: 5784.535645
	Iteration 30Q: 3 clusters Score -1.644346e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 115550 members 
Entering Unmasked Estep 
Score: -16443467.000000 Penalty: 5784.535645
	Iteration 31Q: 3 clusters Score -1.644347e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 115566 members 
Entering Unmasked Estep 
Score: -16443482.000000 Penalty: 5784.535645
	Iteration 32Q: 3 clusters Score -1.644348e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 115581 members 
Entering Unmasked Estep 
Score: -16443497.000000 Penalty: 5784.535645
	Iteration 33Q: 3 clusters Score -1.64435e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 115597 members 
Entering Unmasked Estep 
Score: -16443512.000000 Penalty: 5784.535645
	Iteration 34Q: 3 clusters Score -1.644351e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 115611 members 
Entering Unmasked Estep 
Score: -16443536.000000 Penalty: 5784.535645
	Iteration 35Q: 3 clusters Score -1.644354e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 115626 members 
Entering Unmasked Estep 
Score: -16443548.000000 Penalty: 5784.535645
	Iteration 36Q: 3 clusters Score -1.644355e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 115633 members 
Entering Unmasked Estep 
Score: -16443564.000000 Penalty: 5784.535645
	Iteration 37Q: 3 clusters Score -1.644356e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 115641 members 
Entering Unmasked Estep 
Score: -16443560.000000 Penalty: 5784.535645
	Iteration 38Q: 3 clusters Score -1.644356e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 115648 members 
Entering Unmasked Estep 
Score: -16443571.000000 Penalty: 5784.535645
	Iteration 39Q: 3 clusters Score -1.644357e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 115650 members 
Entering Unmasked Estep 
Score: -16443587.000000 Penalty: 5784.535645
	Iteration 40F: 3 clusters Score -1.644359e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 115656 members 
Entering Unmasked Estep 
Score: -16443570.000000 Penalty: 5784.535645
	Iteration 41Q: 3 clusters Score -1.644357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 115657 members 
Entering Unmasked Estep 
Score: -16443573.000000 Penalty: 5784.535645
	Iteration 42Q: 3 clusters Score -1.644357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 115660 members 
Entering Unmasked Estep 
Score: -16443580.000000 Penalty: 5784.535645
	Iteration 43Q: 3 clusters Score -1.644358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 115665 members 
Entering Unmasked Estep 
Score: -16443594.000000 Penalty: 5784.535645
	Iteration 44Q: 3 clusters Score -1.644359e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 115667 members 
Entering Unmasked Estep 
Score: -16443583.000000 Penalty: 5784.535645
	Iteration 45Q: 3 clusters Score -1.644358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 115669 members 
Entering Unmasked Estep 
Score: -16443577.000000 Penalty: 5784.535645
	Iteration 46Q: 3 clusters Score -1.644358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 115671 members 
Entering Unmasked Estep 
Score: -16443588.000000 Penalty: 5784.535645
	Iteration 47Q: 3 clusters Score -1.644359e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 115671 members 
Entering Unmasked Estep 
Score: -16443588.000000 Penalty: 5784.535645
	Iteration 48F: 3 clusters Score -1.644359e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46459 members 
Entering Unmasked Estep 
Score: -6576664.000000 Penalty: 2665.088623
	Iteration 0F: 2 clusters Score -6576664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -6545362.500000 Penalty: 5330.177246
	Iteration 0F: 3 clusters Score -6545362 nChanged 21393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -6557275.500000 Penalty: 5330.177246
	Iteration 1F: 3 clusters Score -6557276 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -6557798.000000 Penalty: 5330.177246
	Iteration 2Q: 3 clusters Score -6557798 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -6558401.500000 Penalty: 5330.177246
	Iteration 3Q: 3 clusters Score -6558402 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -6559206.500000 Penalty: 5330.177246
	Iteration 4Q: 3 clusters Score -6559206 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -6560453.500000 Penalty: 5330.177246
	Iteration 5F: 3 clusters Score -6560454 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -6562373.500000 Penalty: 5330.177246
	Iteration 6F: 3 clusters Score -6562374 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -6565332.000000 Penalty: 5330.177246
	Iteration 7F: 3 clusters Score -6565332 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 40683 members 
Entering Unmasked Estep 
Score: -6568910.500000 Penalty: 5330.177246
	Iteration 8F: 3 clusters Score -6568910 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -6571798.000000 Penalty: 5330.177246
	Iteration 9F: 3 clusters Score -6571798 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 45241 members 
Entering Unmasked Estep 
Score: -6573381.500000 Penalty: 5330.177246
	Iteration 10Q: 3 clusters Score -6573382 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 45854 members 
Entering Unmasked Estep 
Score: -6573896.000000 Penalty: 5330.177246
	Iteration 11Q: 3 clusters Score -6573896 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 46056 members 
Entering Unmasked Estep 
Score: -6574116.000000 Penalty: 5330.177246
	Iteration 12Q: 3 clusters Score -6574116 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 46132 members 
Entering Unmasked Estep 
Score: -6574211.500000 Penalty: 5330.177246
	Iteration 13Q: 3 clusters Score -6574212 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 46171 members 
Entering Unmasked Estep 
Score: -6574268.500000 Penalty: 5330.177246
	Iteration 14Q: 3 clusters Score -6574268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 46193 members 
Entering Unmasked Estep 
Score: -6574299.000000 Penalty: 5330.177246
	Iteration 15Q: 3 clusters Score -6574299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 46199 members 
Entering Unmasked Estep 
Score: -6574309.000000 Penalty: 5330.177246
	Iteration 16Q: 3 clusters Score -6574309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 46208 members 
Entering Unmasked Estep 
Score: -6574331.500000 Penalty: 5330.177246
	Iteration 17Q: 3 clusters Score -6574332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 46214 members 
Entering Unmasked Estep 
Score: -6574340.000000 Penalty: 5330.177246
	Iteration 18Q: 3 clusters Score -6574340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 46221 members 
Entering Unmasked Estep 
Score: -6574356.000000 Penalty: 5330.177246
	Iteration 19Q: 3 clusters Score -6574356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 46222 members 
Entering Unmasked Estep 
Score: -6574370.000000 Penalty: 5330.177246
	Iteration 20F: 3 clusters Score -6574370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 46221 members 
Entering Unmasked Estep 
Score: -6574371.000000 Penalty: 5330.177246
	Iteration 21Q: 3 clusters Score -6574371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 46219 members 
Entering Unmasked Estep 
Score: -6574371.500000 Penalty: 5330.177246
	Iteration 22Q: 3 clusters Score -6574372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 46218 members 
Entering Unmasked Estep 
Score: -6574369.500000 Penalty: 5330.177246
	Iteration 23Q: 3 clusters Score -6574370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 46218 members 
Entering Unmasked Estep 
Score: -6574369.500000 Penalty: 5330.177246
	Iteration 24F: 3 clusters Score -6574370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (170446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170446 members 
Entering Unmasked Estep 
Score: -23779844.000000 Penalty: 2987.451172
	Iteration 0F: 2 clusters Score -2.377984e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85068 members 
Mstep: Class 2 contains 85378 members 
Entering Unmasked Estep 
Score: -23671792.000000 Penalty: 5974.902344
	Iteration 0F: 3 clusters Score -2.367179e+07 nChanged 81557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83041 members 
Mstep: Class 2 contains 87405 members 
Entering Unmasked Estep 
Score: -23719572.000000 Penalty: 5974.902344
	Iteration 1F: 3 clusters Score -2.371957e+07 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81762 members 
Mstep: Class 2 contains 88684 members 
Entering Unmasked Estep 
Score: -23720972.000000 Penalty: 5974.902344
	Iteration 2Q: 3 clusters Score -2.372097e+07 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79805 members 
Mstep: Class 2 contains 90641 members 
Entering Unmasked Estep 
Score: -23722776.000000 Penalty: 5974.902344
	Iteration 3Q: 3 clusters Score -2.372278e+07 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76797 members 
Mstep: Class 2 contains 93649 members 
Entering Unmasked Estep 
Score: -23725776.000000 Penalty: 5974.902344
	Iteration 4Q: 3 clusters Score -2.372578e+07 nChanged 9130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72289 members 
Mstep: Class 2 contains 98157 members 
Entering Unmasked Estep 
Score: -23730768.000000 Penalty: 5974.902344
	Iteration 5F: 3 clusters Score -2.373077e+07 nChanged 11333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66390 members 
Mstep: Class 2 contains 104056 members 
Entering Unmasked Estep 
Score: -23738736.000000 Penalty: 5974.902344
	Iteration 6F: 3 clusters Score -2.373874e+07 nChanged 12607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59929 members 
Mstep: Class 2 contains 110517 members 
Entering Unmasked Estep 
Score: -23749030.000000 Penalty: 5974.902344
	Iteration 7F: 3 clusters Score -2.374903e+07 nChanged 12181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54392 members 
Mstep: Class 2 contains 116054 members 
Entering Unmasked Estep 
Score: -23758436.000000 Penalty: 5974.902344
	Iteration 8F: 3 clusters Score -2.375844e+07 nChanged 9313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50945 members 
Mstep: Class 2 contains 119501 members 
Entering Unmasked Estep 
Score: -23764046.000000 Penalty: 5974.902344
	Iteration 9F: 3 clusters Score -2.376405e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48559 members 
Mstep: Class 2 contains 121887 members 
Entering Unmasked Estep 
Score: -23766656.000000 Penalty: 5974.902344
	Iteration 10Q: 3 clusters Score -2.376666e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 124033 members 
Entering Unmasked Estep 
Score: -23768538.000000 Penalty: 5974.902344
	Iteration 11Q: 3 clusters Score -2.376854e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44401 members 
Mstep: Class 2 contains 126045 members 
Entering Unmasked Estep 
Score: -23770084.000000 Penalty: 5974.902344
	Iteration 12Q: 3 clusters Score -2.377008e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42620 members 
Mstep: Class 2 contains 127826 members 
Entering Unmasked Estep 
Score: -23771482.000000 Penalty: 5974.902344
	Iteration 13Q: 3 clusters Score -2.377148e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 129480 members 
Entering Unmasked Estep 
Score: -23772906.000000 Penalty: 5974.902344
	Iteration 14Q: 3 clusters Score -2.377291e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 131023 members 
Entering Unmasked Estep 
Score: -23773998.000000 Penalty: 5974.902344
	Iteration 15Q: 3 clusters Score -2.3774e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 132384 members 
Entering Unmasked Estep 
Score: -23774772.000000 Penalty: 5974.902344
	Iteration 16Q: 3 clusters Score -2.377477e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 133663 members 
Entering Unmasked Estep 
Score: -23775468.000000 Penalty: 5974.902344
	Iteration 17Q: 3 clusters Score -2.377547e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35545 members 
Mstep: Class 2 contains 134901 members 
Entering Unmasked Estep 
Score: -23775962.000000 Penalty: 5974.902344
	Iteration 18Q: 3 clusters Score -2.377596e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 136067 members 
Entering Unmasked Estep 
Score: -23776432.000000 Penalty: 5974.902344
	Iteration 19Q: 3 clusters Score -2.377643e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 137217 members 
Entering Unmasked Estep 
Score: -23776752.000000 Penalty: 5974.902344
	Iteration 20F: 3 clusters Score -2.377675e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Mstep: Class 2 contains 138411 members 
Entering Unmasked Estep 
Score: -23777138.000000 Penalty: 5974.902344
	Iteration 21Q: 3 clusters Score -2.377714e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 139556 members 
Entering Unmasked Estep 
Score: -23777496.000000 Penalty: 5974.902344
	Iteration 22Q: 3 clusters Score -2.37775e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 140745 members 
Entering Unmasked Estep 
Score: -23777902.000000 Penalty: 5974.902344
	Iteration 23Q: 3 clusters Score -2.37779e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 141912 members 
Entering Unmasked Estep 
Score: -23778186.000000 Penalty: 5974.902344
	Iteration 24Q: 3 clusters Score -2.377819e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 143100 members 
Entering Unmasked Estep 
Score: -23778436.000000 Penalty: 5974.902344
	Iteration 25Q: 3 clusters Score -2.377844e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 144260 members 
Entering Unmasked Estep 
Score: -23778730.000000 Penalty: 5974.902344
	Iteration 26Q: 3 clusters Score -2.377873e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 145351 members 
Entering Unmasked Estep 
Score: -23779054.000000 Penalty: 5974.902344
	Iteration 27Q: 3 clusters Score -2.377905e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 146473 members 
Entering Unmasked Estep 
Score: -23779256.000000 Penalty: 5974.902344
	Iteration 28Q: 3 clusters Score -2.377926e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 147534 members 
Entering Unmasked Estep 
Score: -23779484.000000 Penalty: 5974.902344
	Iteration 29Q: 3 clusters Score -2.377948e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 148529 members 
Entering Unmasked Estep 
Score: -23779712.000000 Penalty: 5974.902344
	Iteration 30Q: 3 clusters Score -2.377971e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 149509 members 
Entering Unmasked Estep 
Score: -23779898.000000 Penalty: 5974.902344
	Iteration 31Q: 3 clusters Score -2.37799e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 150403 members 
Entering Unmasked Estep 
Score: -23780040.000000 Penalty: 5974.902344
	Iteration 32Q: 3 clusters Score -2.378004e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 151266 members 
Entering Unmasked Estep 
Score: -23780214.000000 Penalty: 5974.902344
	Iteration 33Q: 3 clusters Score -2.378021e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 152078 members 
Entering Unmasked Estep 
Score: -23780496.000000 Penalty: 5974.902344
	Iteration 34Q: 3 clusters Score -2.37805e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 152903 members 
Entering Unmasked Estep 
Score: -23780752.000000 Penalty: 5974.902344
	Iteration 35Q: 3 clusters Score -2.378075e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 153765 members 
Entering Unmasked Estep 
Score: -23780970.000000 Penalty: 5974.902344
	Iteration 36Q: 3 clusters Score -2.378097e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 154671 members 
Entering Unmasked Estep 
Score: -23781224.000000 Penalty: 5974.902344
	Iteration 37Q: 3 clusters Score -2.378122e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 155627 members 
Entering Unmasked Estep 
Score: -23781476.000000 Penalty: 5974.902344
	Iteration 38Q: 3 clusters Score -2.378148e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 156604 members 
Entering Unmasked Estep 
Score: -23781670.000000 Penalty: 5974.902344
	Iteration 39Q: 3 clusters Score -2.378167e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 157564 members 
Entering Unmasked Estep 
Score: -23781752.000000 Penalty: 5974.902344
	Iteration 40F: 3 clusters Score -2.378175e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 158493 members 
Entering Unmasked Estep 
Score: -23781736.000000 Penalty: 5974.902344
	Iteration 41Q: 3 clusters Score -2.378174e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 159401 members 
Entering Unmasked Estep 
Score: -23781768.000000 Penalty: 5974.902344
	Iteration 42Q: 3 clusters Score -2.378177e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 160271 members 
Entering Unmasked Estep 
Score: -23781718.000000 Penalty: 5974.902344
	Iteration 43Q: 3 clusters Score -2.378172e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 161092 members 
Entering Unmasked Estep 
Score: -23781554.000000 Penalty: 5974.902344
	Iteration 44Q: 3 clusters Score -2.378155e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 161856 members 
Entering Unmasked Estep 
Score: -23781414.000000 Penalty: 5974.902344
	Iteration 45Q: 3 clusters Score -2.378141e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 162558 members 
Entering Unmasked Estep 
Score: -23781222.000000 Penalty: 5974.902344
	Iteration 46Q: 3 clusters Score -2.378122e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 163187 members 
Entering Unmasked Estep 
Score: -23781128.000000 Penalty: 5974.902344
	Iteration 47Q: 3 clusters Score -2.378113e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 163814 members 
Entering Unmasked Estep 
Score: -23780998.000000 Penalty: 5974.902344
	Iteration 48Q: 3 clusters Score -2.3781e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 164385 members 
Entering Unmasked Estep 
Score: -23780834.000000 Penalty: 5974.902344
	Iteration 49Q: 3 clusters Score -2.378083e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 164911 members 
Entering Unmasked Estep 
Score: -23780710.000000 Penalty: 5974.902344
	Iteration 50Q: 3 clusters Score -2.378071e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 165368 members 
Entering Unmasked Estep 
Score: -23780476.000000 Penalty: 5974.902344
	Iteration 51Q: 3 clusters Score -2.378048e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 165766 members 
Entering Unmasked Estep 
Score: -23780372.000000 Penalty: 5974.902344
	Iteration 52Q: 3 clusters Score -2.378037e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 166090 members 
Entering Unmasked Estep 
Score: -23780216.000000 Penalty: 5974.902344
	Iteration 53Q: 3 clusters Score -2.378022e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 166373 members 
Entering Unmasked Estep 
Score: -23780124.000000 Penalty: 5974.902344
	Iteration 54Q: 3 clusters Score -2.378012e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 166608 members 
Entering Unmasked Estep 
Score: -23779988.000000 Penalty: 5974.902344
	Iteration 55Q: 3 clusters Score -2.377999e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 166794 members 
Entering Unmasked Estep 
Score: -23779898.000000 Penalty: 5974.902344
	Iteration 56Q: 3 clusters Score -2.37799e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 166981 members 
Entering Unmasked Estep 
Score: -23779808.000000 Penalty: 5974.902344
	Iteration 57Q: 3 clusters Score -2.377981e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 167148 members 
Entering Unmasked Estep 
Score: -23779744.000000 Penalty: 5974.902344
	Iteration 58Q: 3 clusters Score -2.377974e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 167282 members 
Entering Unmasked Estep 
Score: -23779682.000000 Penalty: 5974.902344
	Iteration 59Q: 3 clusters Score -2.377968e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 167401 members 
Entering Unmasked Estep 
Score: -23779640.000000 Penalty: 5974.902344
	Iteration 60F: 3 clusters Score -2.377964e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 167513 members 
Entering Unmasked Estep 
Score: -23779582.000000 Penalty: 5974.902344
	Iteration 61Q: 3 clusters Score -2.377958e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 167598 members 
Entering Unmasked Estep 
Score: -23779528.000000 Penalty: 5974.902344
	Iteration 62Q: 3 clusters Score -2.377953e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 167688 members 
Entering Unmasked Estep 
Score: -23779434.000000 Penalty: 5974.902344
	Iteration 63Q: 3 clusters Score -2.377943e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 167760 members 
Entering Unmasked Estep 
Score: -23779394.000000 Penalty: 5974.902344
	Iteration 64Q: 3 clusters Score -2.377939e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 167828 members 
Entering Unmasked Estep 
Score: -23779372.000000 Penalty: 5974.902344
	Iteration 65Q: 3 clusters Score -2.377937e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 167875 members 
Entering Unmasked Estep 
Score: -23779330.000000 Penalty: 5974.902344
	Iteration 66Q: 3 clusters Score -2.377933e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 167922 members 
Entering Unmasked Estep 
Score: -23779292.000000 Penalty: 5974.902344
	Iteration 67Q: 3 clusters Score -2.377929e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 167973 members 
Entering Unmasked Estep 
Score: -23779260.000000 Penalty: 5974.902344
	Iteration 68Q: 3 clusters Score -2.377926e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 168015 members 
Entering Unmasked Estep 
Score: -23779254.000000 Penalty: 5974.902344
	Iteration 69Q: 3 clusters Score -2.377925e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 168054 members 
Entering Unmasked Estep 
Score: -23779222.000000 Penalty: 5974.902344
	Iteration 70Q: 3 clusters Score -2.377922e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 168093 members 
Entering Unmasked Estep 
Score: -23779180.000000 Penalty: 5974.902344
	Iteration 71Q: 3 clusters Score -2.377918e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 168125 members 
Entering Unmasked Estep 
Score: -23779166.000000 Penalty: 5974.902344
	Iteration 72Q: 3 clusters Score -2.377917e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 168155 members 
Entering Unmasked Estep 
Score: -23779134.000000 Penalty: 5974.902344
	Iteration 73Q: 3 clusters Score -2.377913e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 168183 members 
Entering Unmasked Estep 
Score: -23779120.000000 Penalty: 5974.902344
	Iteration 74Q: 3 clusters Score -2.377912e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 168210 members 
Entering Unmasked Estep 
Score: -23779100.000000 Penalty: 5974.902344
	Iteration 75Q: 3 clusters Score -2.37791e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 168242 members 
Entering Unmasked Estep 
Score: -23779058.000000 Penalty: 5974.902344
	Iteration 76Q: 3 clusters Score -2.377906e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 168260 members 
Entering Unmasked Estep 
Score: -23779038.000000 Penalty: 5974.902344
	Iteration 77Q: 3 clusters Score -2.377904e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 168274 members 
Entering Unmasked Estep 
Score: -23779038.000000 Penalty: 5974.902344
	Iteration 78Q: 3 clusters Score -2.377904e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 168291 members 
Entering Unmasked Estep 
Score: -23778998.000000 Penalty: 5974.902344
	Iteration 79Q: 3 clusters Score -2.3779e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 168305 members 
Entering Unmasked Estep 
Score: -23778996.000000 Penalty: 5974.902344
	Iteration 80F: 3 clusters Score -2.3779e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 168320 members 
Entering Unmasked Estep 
Score: -23778974.000000 Penalty: 5974.902344
	Iteration 81Q: 3 clusters Score -2.377897e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 168333 members 
Entering Unmasked Estep 
Score: -23778974.000000 Penalty: 5974.902344
	Iteration 82Q: 3 clusters Score -2.377897e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 168347 members 
Entering Unmasked Estep 
Score: -23778990.000000 Penalty: 5974.902344
	Iteration 83Q: 3 clusters Score -2.377899e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 168365 members 
Entering Unmasked Estep 
Score: -23778976.000000 Penalty: 5974.902344
	Iteration 84Q: 3 clusters Score -2.377898e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 168380 members 
Entering Unmasked Estep 
Score: -23778954.000000 Penalty: 5974.902344
	Iteration 85Q: 3 clusters Score -2.377895e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 168395 members 
Entering Unmasked Estep 
Score: -23778960.000000 Penalty: 5974.902344
	Iteration 86Q: 3 clusters Score -2.377896e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 168413 members 
Entering Unmasked Estep 
Score: -23778952.000000 Penalty: 5974.902344
	Iteration 87Q: 3 clusters Score -2.377895e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 168430 members 
Entering Unmasked Estep 
Score: -23778946.000000 Penalty: 5974.902344
	Iteration 88Q: 3 clusters Score -2.377895e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 168447 members 
Entering Unmasked Estep 
Score: -23778942.000000 Penalty: 5974.902344
	Iteration 89Q: 3 clusters Score -2.377894e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 168460 members 
Entering Unmasked Estep 
Score: -23778932.000000 Penalty: 5974.902344
	Iteration 90Q: 3 clusters Score -2.377893e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 168478 members 
Entering Unmasked Estep 
Score: -23778932.000000 Penalty: 5974.902344
	Iteration 91Q: 3 clusters Score -2.377893e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 168488 members 
Entering Unmasked Estep 
Score: -23778902.000000 Penalty: 5974.902344
	Iteration 92Q: 3 clusters Score -2.37789e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 168499 members 
Entering Unmasked Estep 
Score: -23778918.000000 Penalty: 5974.902344
	Iteration 93Q: 3 clusters Score -2.377892e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 168507 members 
Entering Unmasked Estep 
Score: -23778894.000000 Penalty: 5974.902344
	Iteration 94Q: 3 clusters Score -2.377889e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 168513 members 
Entering Unmasked Estep 
Score: -23778894.000000 Penalty: 5974.902344
	Iteration 95Q: 3 clusters Score -2.377889e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 168521 members 
Entering Unmasked Estep 
Score: -23778892.000000 Penalty: 5974.902344
	Iteration 96Q: 3 clusters Score -2.377889e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 168529 members 
Entering Unmasked Estep 
Score: -23778878.000000 Penalty: 5974.902344
	Iteration 97Q: 3 clusters Score -2.377888e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 168536 members 
Entering Unmasked Estep 
Score: -23778870.000000 Penalty: 5974.902344
	Iteration 98Q: 3 clusters Score -2.377887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 168541 members 
Entering Unmasked Estep 
Score: -23778856.000000 Penalty: 5974.902344
	Iteration 99Q: 3 clusters Score -2.377886e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 168546 members 
Entering Unmasked Estep 
Score: -23778854.000000 Penalty: 5974.902344
	Iteration 100F: 3 clusters Score -2.377885e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 168548 members 
Entering Unmasked Estep 
Score: -23778862.000000 Penalty: 5974.902344
	Iteration 101Q: 3 clusters Score -2.377886e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 168551 members 
Entering Unmasked Estep 
Score: -23778850.000000 Penalty: 5974.902344
	Iteration 102Q: 3 clusters Score -2.377885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 168554 members 
Entering Unmasked Estep 
Score: -23778856.000000 Penalty: 5974.902344
	Iteration 103Q: 3 clusters Score -2.377886e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 168558 members 
Entering Unmasked Estep 
Score: -23778834.000000 Penalty: 5974.902344
	Iteration 104Q: 3 clusters Score -2.377883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 168560 members 
Entering Unmasked Estep 
Score: -23778840.000000 Penalty: 5974.902344
	Iteration 105Q: 3 clusters Score -2.377884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 168561 members 
Entering Unmasked Estep 
Score: -23778830.000000 Penalty: 5974.902344
	Iteration 106Q: 3 clusters Score -2.377883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 168563 members 
Entering Unmasked Estep 
Score: -23778832.000000 Penalty: 5974.902344
	Iteration 107Q: 3 clusters Score -2.377883e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 168569 members 
Entering Unmasked Estep 
Score: -23778812.000000 Penalty: 5974.902344
	Iteration 108Q: 3 clusters Score -2.377881e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 168581 members 
Entering Unmasked Estep 
Score: -23778822.000000 Penalty: 5974.902344
	Iteration 109Q: 3 clusters Score -2.377882e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 168594 members 
Entering Unmasked Estep 
Score: -23778810.000000 Penalty: 5974.902344
	Iteration 110Q: 3 clusters Score -2.377881e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 168606 members 
Entering Unmasked Estep 
Score: -23778812.000000 Penalty: 5974.902344
	Iteration 111Q: 3 clusters Score -2.377881e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 168615 members 
Entering Unmasked Estep 
Score: -23778798.000000 Penalty: 5974.902344
	Iteration 112Q: 3 clusters Score -2.37788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 168620 members 
Entering Unmasked Estep 
Score: -23778802.000000 Penalty: 5974.902344
	Iteration 113Q: 3 clusters Score -2.37788e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 168622 members 
Entering Unmasked Estep 
Score: -23778818.000000 Penalty: 5974.902344
	Iteration 114Q: 3 clusters Score -2.377882e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 168628 members 
Entering Unmasked Estep 
Score: -23778814.000000 Penalty: 5974.902344
	Iteration 115Q: 3 clusters Score -2.377881e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 168634 members 
Entering Unmasked Estep 
Score: -23778812.000000 Penalty: 5974.902344
	Iteration 116Q: 3 clusters Score -2.377881e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 168641 members 
Entering Unmasked Estep 
Score: -23778770.000000 Penalty: 5974.902344
	Iteration 117Q: 3 clusters Score -2.377877e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 168646 members 
Entering Unmasked Estep 
Score: -23778766.000000 Penalty: 5974.902344
	Iteration 118Q: 3 clusters Score -2.377877e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 168651 members 
Entering Unmasked Estep 
Score: -23778764.000000 Penalty: 5974.902344
	Iteration 119Q: 3 clusters Score -2.377876e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 168659 members 
Entering Unmasked Estep 
Score: -23778748.000000 Penalty: 5974.902344
	Iteration 120F: 3 clusters Score -2.377875e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 168666 members 
Entering Unmasked Estep 
Score: -23778740.000000 Penalty: 5974.902344
	Iteration 121Q: 3 clusters Score -2.377874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 168669 members 
Entering Unmasked Estep 
Score: -23778748.000000 Penalty: 5974.902344
	Iteration 122Q: 3 clusters Score -2.377875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 168672 members 
Entering Unmasked Estep 
Score: -23778758.000000 Penalty: 5974.902344
	Iteration 123Q: 3 clusters Score -2.377876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 168677 members 
Entering Unmasked Estep 
Score: -23778746.000000 Penalty: 5974.902344
	Iteration 124Q: 3 clusters Score -2.377875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 168681 members 
Entering Unmasked Estep 
Score: -23778730.000000 Penalty: 5974.902344
	Iteration 125Q: 3 clusters Score -2.377873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 168687 members 
Entering Unmasked Estep 
Score: -23778730.000000 Penalty: 5974.902344
	Iteration 126Q: 3 clusters Score -2.377873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 168691 members 
Entering Unmasked Estep 
Score: -23778734.000000 Penalty: 5974.902344
	Iteration 127Q: 3 clusters Score -2.377873e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 168697 members 
Entering Unmasked Estep 
Score: -23778744.000000 Penalty: 5974.902344
	Iteration 128Q: 3 clusters Score -2.377874e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 168705 members 
Entering Unmasked Estep 
Score: -23778738.000000 Penalty: 5974.902344
	Iteration 129Q: 3 clusters Score -2.377874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 168711 members 
Entering Unmasked Estep 
Score: -23778734.000000 Penalty: 5974.902344
	Iteration 130Q: 3 clusters Score -2.377873e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 168717 members 
Entering Unmasked Estep 
Score: -23778740.000000 Penalty: 5974.902344
	Iteration 131Q: 3 clusters Score -2.377874e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 168729 members 
Entering Unmasked Estep 
Score: -23778744.000000 Penalty: 5974.902344
	Iteration 132Q: 3 clusters Score -2.377874e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 168739 members 
Entering Unmasked Estep 
Score: -23778732.000000 Penalty: 5974.902344
	Iteration 133Q: 3 clusters Score -2.377873e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 168749 members 
Entering Unmasked Estep 
Score: -23778712.000000 Penalty: 5974.902344
	Iteration 134Q: 3 clusters Score -2.377871e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 168764 members 
Entering Unmasked Estep 
Score: -23778720.000000 Penalty: 5974.902344
	Iteration 135Q: 3 clusters Score -2.377872e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 168776 members 
Entering Unmasked Estep 
Score: -23778696.000000 Penalty: 5974.902344
	Iteration 136Q: 3 clusters Score -2.37787e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 168783 members 
Entering Unmasked Estep 
Score: -23778684.000000 Penalty: 5974.902344
	Iteration 137Q: 3 clusters Score -2.377868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 168789 members 
Entering Unmasked Estep 
Score: -23778698.000000 Penalty: 5974.902344
	Iteration 138Q: 3 clusters Score -2.37787e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 168794 members 
Entering Unmasked Estep 
Score: -23778700.000000 Penalty: 5974.902344
	Iteration 139Q: 3 clusters Score -2.37787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 168798 members 
Entering Unmasked Estep 
Score: -23778694.000000 Penalty: 5974.902344
	Iteration 140F: 3 clusters Score -2.377869e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 168802 members 
Entering Unmasked Estep 
Score: -23778694.000000 Penalty: 5974.902344
	Iteration 141Q: 3 clusters Score -2.377869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 168807 members 
Entering Unmasked Estep 
Score: -23778702.000000 Penalty: 5974.902344
	Iteration 142Q: 3 clusters Score -2.37787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 168810 members 
Entering Unmasked Estep 
Score: -23778676.000000 Penalty: 5974.902344
	Iteration 143Q: 3 clusters Score -2.377868e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 168815 members 
Entering Unmasked Estep 
Score: -23778674.000000 Penalty: 5974.902344
	Iteration 144Q: 3 clusters Score -2.377867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 168817 members 
Entering Unmasked Estep 
Score: -23778676.000000 Penalty: 5974.902344
	Iteration 145Q: 3 clusters Score -2.377868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 168818 members 
Entering Unmasked Estep 
Score: -23778654.000000 Penalty: 5974.902344
	Iteration 146Q: 3 clusters Score -2.377865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 168822 members 
Entering Unmasked Estep 
Score: -23778670.000000 Penalty: 5974.902344
	Iteration 147Q: 3 clusters Score -2.377867e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 168828 members 
Entering Unmasked Estep 
Score: -23778642.000000 Penalty: 5974.902344
	Iteration 148Q: 3 clusters Score -2.377864e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 168832 members 
Entering Unmasked Estep 
Score: -23778678.000000 Penalty: 5974.902344
	Iteration 149Q: 3 clusters Score -2.377868e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 168837 members 
Entering Unmasked Estep 
Score: -23778664.000000 Penalty: 5974.902344
	Iteration 150Q: 3 clusters Score -2.377866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 168842 members 
Entering Unmasked Estep 
Score: -23778644.000000 Penalty: 5974.902344
	Iteration 151Q: 3 clusters Score -2.377864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 168844 members 
Entering Unmasked Estep 
Score: -23778648.000000 Penalty: 5974.902344
	Iteration 152Q: 3 clusters Score -2.377865e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 168844 members 
Entering Unmasked Estep 
Score: -23778648.000000 Penalty: 5974.902344
	Iteration 153F: 3 clusters Score -2.377865e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32789 members 
Entering Unmasked Estep 
Score: -4643406.000000 Penalty: 2578.666260
	Iteration 0F: 2 clusters Score -4643406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -4620997.000000 Penalty: 5157.332520
	Iteration 0F: 3 clusters Score -4620997 nChanged 14896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -4629087.000000 Penalty: 5157.332520
	Iteration 1F: 3 clusters Score -4629087 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -4629691.000000 Penalty: 5157.332520
	Iteration 2Q: 3 clusters Score -4629691 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -4630306.500000 Penalty: 5157.332520
	Iteration 3Q: 3 clusters Score -4630306 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -4631155.000000 Penalty: 5157.332520
	Iteration 4Q: 3 clusters Score -4631155 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -4632350.500000 Penalty: 5157.332520
	Iteration 5F: 3 clusters Score -4632350 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -4633895.500000 Penalty: 5157.332520
	Iteration 6F: 3 clusters Score -4633896 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -4635528.500000 Penalty: 5157.332520
	Iteration 7F: 3 clusters Score -4635528 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -4637206.000000 Penalty: 5157.332520
	Iteration 8F: 3 clusters Score -4637206 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -4638637.500000 Penalty: 5157.332520
	Iteration 9F: 3 clusters Score -4638638 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -4639823.000000 Penalty: 5157.332520
	Iteration 10Q: 3 clusters Score -4639823 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -4640744.500000 Penalty: 5157.332520
	Iteration 11Q: 3 clusters Score -4640744 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -4641435.000000 Penalty: 5157.332520
	Iteration 12Q: 3 clusters Score -4641435 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -4641981.000000 Penalty: 5157.332520
	Iteration 13Q: 3 clusters Score -4641981 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -4642317.000000 Penalty: 5157.332520
	Iteration 14Q: 3 clusters Score -4642317 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -4642549.500000 Penalty: 5157.332520
	Iteration 15Q: 3 clusters Score -4642550 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4642695.500000 Penalty: 5157.332520
	Iteration 16Q: 3 clusters Score -4642696 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4642791.500000 Penalty: 5157.332520
	Iteration 17Q: 3 clusters Score -4642792 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4642847.000000 Penalty: 5157.332520
	Iteration 18Q: 3 clusters Score -4642847 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4642870.000000 Penalty: 5157.332520
	Iteration 19Q: 3 clusters Score -4642870 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -4642881.000000 Penalty: 5157.332520
	Iteration 20F: 3 clusters Score -4642881 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -4642888.500000 Penalty: 5157.332520
	Iteration 21Q: 3 clusters Score -4642888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4642895.500000 Penalty: 5157.332520
	Iteration 22Q: 3 clusters Score -4642896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -4642896.000000 Penalty: 5157.332520
	Iteration 23Q: 3 clusters Score -4642896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4642903.000000 Penalty: 5157.332520
	Iteration 24Q: 3 clusters Score -4642903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4642911.000000 Penalty: 5157.332520
	Iteration 25Q: 3 clusters Score -4642911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4642907.500000 Penalty: 5157.332520
	Iteration 26Q: 3 clusters Score -4642908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4642915.000000 Penalty: 5157.332520
	Iteration 27Q: 3 clusters Score -4642915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -4642918.500000 Penalty: 5157.332520
	Iteration 28Q: 3 clusters Score -4642918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4642918.500000 Penalty: 5157.332520
	Iteration 29Q: 3 clusters Score -4642918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4642918.500000 Penalty: 5157.332520
	Iteration 30F: 3 clusters Score -4642918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -58276.320312 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -58276.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -56809.710938 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -56809.71 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -57178.933594 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -57178.93 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -57602.230469 Penalty: 3092.267822
	Iteration 2F: 3 clusters Score -57602.23 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -57903.656250 Penalty: 3092.267822
	Iteration 3F: 3 clusters Score -57903.66 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -58119.960938 Penalty: 3092.267822
	Iteration 4F: 3 clusters Score -58119.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -58245.949219 Penalty: 3092.267822
	Iteration 5Q: 3 clusters Score -58245.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -58366.578125 Penalty: 3092.267822
	Iteration 6Q: 3 clusters Score -58366.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -58509.531250 Penalty: 3092.267822
	Iteration 7Q: 3 clusters Score -58509.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -58545.570312 Penalty: 3092.267822
	Iteration 8Q: 3 clusters Score -58545.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -58555.957031 Penalty: 3092.267822
	Iteration 9Q: 3 clusters Score -58555.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -58555.957031 Penalty: 3092.267822
	Iteration 10F: 3 clusters Score -58555.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103461 members 
Mstep: Class 2 contains 35045 members 
Mstep: Class 3 contains 32761 members 
Mstep: Class 4 contains 116119 members 
Mstep: Class 5 contains 46459 members 
Mstep: Class 6 contains 170446 members 
Mstep: Class 7 contains 32789 members 
Mstep: Class 8 contains 143 members 
Mstep: Class 9 contains 68166 members 
Mstep: Class 10 contains 7928 members 
Mstep: Class 11 contains 3170 members 
Mstep: Class 12 contains 3986 members 
Mstep: Class 13 contains 160407 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24566 members 
Mstep: Class 18 contains 20939 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2511 members 
Mstep: Class 21 contains 102995 members 
Mstep: Class 22 contains 8476 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14341 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Mstep: Class 29 contains 367 members 
Entering Unmasked Estep 
Score: -132685536.000000 Penalty: 99075.648438
Splitting cluster 8 changes total score from -132686976.000000 to -132685536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (68166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68166 members 
Entering Unmasked Estep 
Score: -9594241.000000 Penalty: 2760.166016
	Iteration 0F: 2 clusters Score -9594241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -9548558.000000 Penalty: 5520.332031
	Iteration 0F: 3 clusters Score -9548558 nChanged 31999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 33321 members 
Entering Unmasked Estep 
Score: -9566030.000000 Penalty: 5520.332031
	Iteration 1F: 3 clusters Score -9566030 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -9566573.000000 Penalty: 5520.332031
	Iteration 2Q: 3 clusters Score -9566573 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -9567201.000000 Penalty: 5520.332031
	Iteration 3Q: 3 clusters Score -9567201 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -9567968.000000 Penalty: 5520.332031
	Iteration 4Q: 3 clusters Score -9567968 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39231 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -9569157.000000 Penalty: 5520.332031
	Iteration 5Q: 3 clusters Score -9569157 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41906 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -9570977.000000 Penalty: 5520.332031
	Iteration 6F: 3 clusters Score -9570977 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45588 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -9573843.000000 Penalty: 5520.332031
	Iteration 7F: 3 clusters Score -9573843 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50255 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -9578065.000000 Penalty: 5520.332031
	Iteration 8F: 3 clusters Score -9578065 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55251 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -9582946.000000 Penalty: 5520.332031
	Iteration 9F: 3 clusters Score -9582946 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59535 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -9587111.000000 Penalty: 5520.332031
	Iteration 10F: 3 clusters Score -9587111 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62536 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -9589732.000000 Penalty: 5520.332031
	Iteration 11Q: 3 clusters Score -9589732 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64331 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -9591040.000000 Penalty: 5520.332031
	Iteration 12Q: 3 clusters Score -9591040 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65382 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -9591754.000000 Penalty: 5520.332031
	Iteration 13Q: 3 clusters Score -9591754 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65961 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -9592084.000000 Penalty: 5520.332031
	Iteration 14Q: 3 clusters Score -9592084 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66342 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -9592288.000000 Penalty: 5520.332031
	Iteration 15Q: 3 clusters Score -9592288 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66574 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -9592351.000000 Penalty: 5520.332031
	Iteration 16Q: 3 clusters Score -9592351 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66750 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -9592424.000000 Penalty: 5520.332031
	Iteration 17Q: 3 clusters Score -9592424 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66838 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -9592445.000000 Penalty: 5520.332031
	Iteration 18Q: 3 clusters Score -9592445 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66898 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -9592470.000000 Penalty: 5520.332031
	Iteration 19Q: 3 clusters Score -9592470 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66934 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -9592482.000000 Penalty: 5520.332031
	Iteration 20F: 3 clusters Score -9592482 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66972 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -9592497.000000 Penalty: 5520.332031
	Iteration 21Q: 3 clusters Score -9592497 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67009 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -9592521.000000 Penalty: 5520.332031
	Iteration 22Q: 3 clusters Score -9592521 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67028 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -9592527.000000 Penalty: 5520.332031
	Iteration 23Q: 3 clusters Score -9592527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67039 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -9592531.000000 Penalty: 5520.332031
	Iteration 24Q: 3 clusters Score -9592531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67048 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -9592532.000000 Penalty: 5520.332031
	Iteration 25Q: 3 clusters Score -9592532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67059 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -9592541.000000 Penalty: 5520.332031
	Iteration 26Q: 3 clusters Score -9592541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67065 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -9592555.000000 Penalty: 5520.332031
	Iteration 27Q: 3 clusters Score -9592555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67071 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -9592556.000000 Penalty: 5520.332031
	Iteration 28Q: 3 clusters Score -9592556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67075 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -9592539.000000 Penalty: 5520.332031
	Iteration 29Q: 3 clusters Score -9592539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67079 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -9592545.000000 Penalty: 5520.332031
	Iteration 30Q: 3 clusters Score -9592545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67080 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -9592540.000000 Penalty: 5520.332031
	Iteration 31Q: 3 clusters Score -9592540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67080 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -9592540.000000 Penalty: 5520.332031
	Iteration 32F: 3 clusters Score -9592540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Entering Unmasked Estep 
Score: -1072313.000000 Penalty: 2226.582764
	Iteration 0F: 2 clusters Score -1072313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1066003.875000 Penalty: 4453.165527
	Iteration 0F: 3 clusters Score -1066004 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1067735.500000 Penalty: 4453.165527
	Iteration 1F: 3 clusters Score -1067736 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1068005.000000 Penalty: 4453.165527
	Iteration 2F: 3 clusters Score -1068005 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1068180.125000 Penalty: 4453.165527
	Iteration 3Q: 3 clusters Score -1068180 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1068302.250000 Penalty: 4453.165527
	Iteration 4Q: 3 clusters Score -1068302 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1068407.625000 Penalty: 4453.165527
	Iteration 5Q: 3 clusters Score -1068408 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1068508.625000 Penalty: 4453.165527
	Iteration 6Q: 3 clusters Score -1068509 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1068609.625000 Penalty: 4453.165527
	Iteration 7Q: 3 clusters Score -1068610 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1068712.375000 Penalty: 4453.165527
	Iteration 8Q: 3 clusters Score -1068712 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1068793.125000 Penalty: 4453.165527
	Iteration 9Q: 3 clusters Score -1068793 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1068878.625000 Penalty: 4453.165527
	Iteration 10Q: 3 clusters Score -1068879 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1068984.250000 Penalty: 4453.165527
	Iteration 11Q: 3 clusters Score -1068984 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1069083.750000 Penalty: 4453.165527
	Iteration 12Q: 3 clusters Score -1069084 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1069179.250000 Penalty: 4453.165527
	Iteration 13Q: 3 clusters Score -1069179 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1069301.250000 Penalty: 4453.165527
	Iteration 14Q: 3 clusters Score -1069301 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1069430.875000 Penalty: 4453.165527
	Iteration 15Q: 3 clusters Score -1069431 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1069537.000000 Penalty: 4453.165527
	Iteration 16Q: 3 clusters Score -1069537 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1069636.375000 Penalty: 4453.165527
	Iteration 17Q: 3 clusters Score -1069636 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1069720.250000 Penalty: 4453.165527
	Iteration 18Q: 3 clusters Score -1069720 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1069791.000000 Penalty: 4453.165527
	Iteration 19Q: 3 clusters Score -1069791 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1069841.500000 Penalty: 4453.165527
	Iteration 20F: 3 clusters Score -1069842 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1069896.875000 Penalty: 4453.165527
	Iteration 21Q: 3 clusters Score -1069897 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1069951.000000 Penalty: 4453.165527
	Iteration 22Q: 3 clusters Score -1069951 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1070000.750000 Penalty: 4453.165527
	Iteration 23Q: 3 clusters Score -1070001 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1070039.125000 Penalty: 4453.165527
	Iteration 24Q: 3 clusters Score -1070039 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1070066.625000 Penalty: 4453.165527
	Iteration 25Q: 3 clusters Score -1070067 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1070095.375000 Penalty: 4453.165527
	Iteration 26Q: 3 clusters Score -1070095 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1070119.250000 Penalty: 4453.165527
	Iteration 27Q: 3 clusters Score -1070119 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1070137.000000 Penalty: 4453.165527
	Iteration 28Q: 3 clusters Score -1070137 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1070158.500000 Penalty: 4453.165527
	Iteration 29Q: 3 clusters Score -1070158 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1070178.000000 Penalty: 4453.165527
	Iteration 30Q: 3 clusters Score -1070178 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1070197.125000 Penalty: 4453.165527
	Iteration 31Q: 3 clusters Score -1070197 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1070210.875000 Penalty: 4453.165527
	Iteration 32Q: 3 clusters Score -1070211 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1070225.500000 Penalty: 4453.165527
	Iteration 33Q: 3 clusters Score -1070226 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1070236.125000 Penalty: 4453.165527
	Iteration 34Q: 3 clusters Score -1070236 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1070250.625000 Penalty: 4453.165527
	Iteration 35Q: 3 clusters Score -1070251 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1070258.750000 Penalty: 4453.165527
	Iteration 36Q: 3 clusters Score -1070259 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1070270.125000 Penalty: 4453.165527
	Iteration 37Q: 3 clusters Score -1070270 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1070277.125000 Penalty: 4453.165527
	Iteration 38Q: 3 clusters Score -1070277 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1070282.750000 Penalty: 4453.165527
	Iteration 39Q: 3 clusters Score -1070283 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1070290.750000 Penalty: 4453.165527
	Iteration 40F: 3 clusters Score -1070291 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1070296.000000 Penalty: 4453.165527
	Iteration 41Q: 3 clusters Score -1070296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1070303.375000 Penalty: 4453.165527
	Iteration 42Q: 3 clusters Score -1070303 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1070312.250000 Penalty: 4453.165527
	Iteration 43Q: 3 clusters Score -1070312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1070313.125000 Penalty: 4453.165527
	Iteration 44Q: 3 clusters Score -1070313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1070316.875000 Penalty: 4453.165527
	Iteration 45Q: 3 clusters Score -1070317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1070319.500000 Penalty: 4453.165527
	Iteration 46Q: 3 clusters Score -1070320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1070319.250000 Penalty: 4453.165527
	Iteration 47Q: 3 clusters Score -1070319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1070320.375000 Penalty: 4453.165527
	Iteration 48Q: 3 clusters Score -1070320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1070320.875000 Penalty: 4453.165527
	Iteration 49Q: 3 clusters Score -1070321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1070323.750000 Penalty: 4453.165527
	Iteration 50Q: 3 clusters Score -1070324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1070322.625000 Penalty: 4453.165527
	Iteration 51Q: 3 clusters Score -1070323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1070323.875000 Penalty: 4453.165527
	Iteration 52Q: 3 clusters Score -1070324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1070324.250000 Penalty: 4453.165527
	Iteration 53Q: 3 clusters Score -1070324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1070325.500000 Penalty: 4453.165527
	Iteration 54Q: 3 clusters Score -1070326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1070325.500000 Penalty: 4453.165527
	Iteration 55F: 3 clusters Score -1070326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Entering Unmasked Estep 
Score: -426104.375000 Penalty: 1999.248779
	Iteration 0F: 2 clusters Score -426104.4 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 1566 members 
Entering Unmasked Estep 
Score: -422776.000000 Penalty: 3998.497559
	Iteration 0F: 3 clusters Score -422776 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -423473.031250 Penalty: 3998.497559
	Iteration 1F: 3 clusters Score -423473 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -423739.531250 Penalty: 3998.497559
	Iteration 2F: 3 clusters Score -423739.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -423972.687500 Penalty: 3998.497559
	Iteration 3F: 3 clusters Score -423972.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -424132.812500 Penalty: 3998.497559
	Iteration 4F: 3 clusters Score -424132.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -424251.750000 Penalty: 3998.497559
	Iteration 5Q: 3 clusters Score -424251.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -424360.375000 Penalty: 3998.497559
	Iteration 6Q: 3 clusters Score -424360.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -424427.625000 Penalty: 3998.497559
	Iteration 7Q: 3 clusters Score -424427.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -424474.875000 Penalty: 3998.497559
	Iteration 8Q: 3 clusters Score -424474.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -424517.281250 Penalty: 3998.497559
	Iteration 9Q: 3 clusters Score -424517.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -424550.343750 Penalty: 3998.497559
	Iteration 10Q: 3 clusters Score -424550.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -424577.375000 Penalty: 3998.497559
	Iteration 11Q: 3 clusters Score -424577.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -424603.125000 Penalty: 3998.497559
	Iteration 12Q: 3 clusters Score -424603.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -424622.968750 Penalty: 3998.497559
	Iteration 13Q: 3 clusters Score -424623 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -424639.031250 Penalty: 3998.497559
	Iteration 14Q: 3 clusters Score -424639 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -424650.468750 Penalty: 3998.497559
	Iteration 15Q: 3 clusters Score -424650.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -424658.187500 Penalty: 3998.497559
	Iteration 16Q: 3 clusters Score -424658.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -424663.250000 Penalty: 3998.497559
	Iteration 17Q: 3 clusters Score -424663.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -424667.843750 Penalty: 3998.497559
	Iteration 18Q: 3 clusters Score -424667.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -424670.468750 Penalty: 3998.497559
	Iteration 19Q: 3 clusters Score -424670.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -424673.500000 Penalty: 3998.497559
	Iteration 20F: 3 clusters Score -424673.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -424675.781250 Penalty: 3998.497559
	Iteration 21Q: 3 clusters Score -424675.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -424679.281250 Penalty: 3998.497559
	Iteration 22Q: 3 clusters Score -424679.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -424682.750000 Penalty: 3998.497559
	Iteration 23Q: 3 clusters Score -424682.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -424683.281250 Penalty: 3998.497559
	Iteration 24Q: 3 clusters Score -424683.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -424683.875000 Penalty: 3998.497559
	Iteration 25Q: 3 clusters Score -424683.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -424685.562500 Penalty: 3998.497559
	Iteration 26Q: 3 clusters Score -424685.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -424686.656250 Penalty: 3998.497559
	Iteration 27Q: 3 clusters Score -424686.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -424687.156250 Penalty: 3998.497559
	Iteration 28Q: 3 clusters Score -424687.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -424687.375000 Penalty: 3998.497559
	Iteration 29Q: 3 clusters Score -424687.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -424687.375000 Penalty: 3998.497559
	Iteration 30F: 3 clusters Score -424687.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Entering Unmasked Estep 
Score: -549632.000000 Penalty: 2056.054688
	Iteration 0F: 2 clusters Score -549632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -545726.562500 Penalty: 4112.109375
	Iteration 0F: 3 clusters Score -545726.6 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -546617.187500 Penalty: 4112.109375
	Iteration 1F: 3 clusters Score -546617.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -546778.312500 Penalty: 4112.109375
	Iteration 2F: 3 clusters Score -546778.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -546889.625000 Penalty: 4112.109375
	Iteration 3Q: 3 clusters Score -546889.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -546981.625000 Penalty: 4112.109375
	Iteration 4Q: 3 clusters Score -546981.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -547075.812500 Penalty: 4112.109375
	Iteration 5Q: 3 clusters Score -547075.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -547142.625000 Penalty: 4112.109375
	Iteration 6Q: 3 clusters Score -547142.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -547188.187500 Penalty: 4112.109375
	Iteration 7Q: 3 clusters Score -547188.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -547230.562500 Penalty: 4112.109375
	Iteration 8Q: 3 clusters Score -547230.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -547257.437500 Penalty: 4112.109375
	Iteration 9Q: 3 clusters Score -547257.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -547280.625000 Penalty: 4112.109375
	Iteration 10Q: 3 clusters Score -547280.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -547298.875000 Penalty: 4112.109375
	Iteration 11Q: 3 clusters Score -547298.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -547312.937500 Penalty: 4112.109375
	Iteration 12Q: 3 clusters Score -547312.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -547331.312500 Penalty: 4112.109375
	Iteration 13Q: 3 clusters Score -547331.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -547343.062500 Penalty: 4112.109375
	Iteration 14Q: 3 clusters Score -547343.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -547353.875000 Penalty: 4112.109375
	Iteration 15Q: 3 clusters Score -547353.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -547365.812500 Penalty: 4112.109375
	Iteration 16Q: 3 clusters Score -547365.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -547375.562500 Penalty: 4112.109375
	Iteration 17Q: 3 clusters Score -547375.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -547383.687500 Penalty: 4112.109375
	Iteration 18Q: 3 clusters Score -547383.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -547393.000000 Penalty: 4112.109375
	Iteration 19Q: 3 clusters Score -547393 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -547401.812500 Penalty: 4112.109375
	Iteration 20F: 3 clusters Score -547401.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -547413.375000 Penalty: 4112.109375
	Iteration 21Q: 3 clusters Score -547413.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -547423.062500 Penalty: 4112.109375
	Iteration 22Q: 3 clusters Score -547423.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -547430.625000 Penalty: 4112.109375
	Iteration 23Q: 3 clusters Score -547430.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -547439.625000 Penalty: 4112.109375
	Iteration 24Q: 3 clusters Score -547439.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -547448.500000 Penalty: 4112.109375
	Iteration 25Q: 3 clusters Score -547448.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -547458.437500 Penalty: 4112.109375
	Iteration 26Q: 3 clusters Score -547458.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -547466.375000 Penalty: 4112.109375
	Iteration 27Q: 3 clusters Score -547466.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -547474.562500 Penalty: 4112.109375
	Iteration 28Q: 3 clusters Score -547474.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -547482.937500 Penalty: 4112.109375
	Iteration 29Q: 3 clusters Score -547482.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -547490.000000 Penalty: 4112.109375
	Iteration 30Q: 3 clusters Score -547490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -547503.062500 Penalty: 4112.109375
	Iteration 31Q: 3 clusters Score -547503.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -547511.625000 Penalty: 4112.109375
	Iteration 32Q: 3 clusters Score -547511.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -547516.625000 Penalty: 4112.109375
	Iteration 33Q: 3 clusters Score -547516.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -547521.062500 Penalty: 4112.109375
	Iteration 34Q: 3 clusters Score -547521.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -547525.500000 Penalty: 4112.109375
	Iteration 35Q: 3 clusters Score -547525.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -547531.625000 Penalty: 4112.109375
	Iteration 36Q: 3 clusters Score -547531.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -547535.812500 Penalty: 4112.109375
	Iteration 37Q: 3 clusters Score -547535.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -547540.250000 Penalty: 4112.109375
	Iteration 38Q: 3 clusters Score -547540.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -547549.312500 Penalty: 4112.109375
	Iteration 39Q: 3 clusters Score -547549.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -547552.750000 Penalty: 4112.109375
	Iteration 40F: 3 clusters Score -547552.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -547555.250000 Penalty: 4112.109375
	Iteration 41Q: 3 clusters Score -547555.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -547557.375000 Penalty: 4112.109375
	Iteration 42Q: 3 clusters Score -547557.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -547558.500000 Penalty: 4112.109375
	Iteration 43Q: 3 clusters Score -547558.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -547559.375000 Penalty: 4112.109375
	Iteration 44Q: 3 clusters Score -547559.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -547561.000000 Penalty: 4112.109375
	Iteration 45Q: 3 clusters Score -547561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -547563.125000 Penalty: 4112.109375
	Iteration 46Q: 3 clusters Score -547563.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -547563.500000 Penalty: 4112.109375
	Iteration 47Q: 3 clusters Score -547563.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -547563.500000 Penalty: 4112.109375
	Iteration 48Q: 3 clusters Score -547563.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -547564.187500 Penalty: 4112.109375
	Iteration 49Q: 3 clusters Score -547564.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -547564.187500 Penalty: 4112.109375
	Iteration 50F: 3 clusters Score -547564.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (160407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160407 members 
Entering Unmasked Estep 
Score: -22405040.000000 Penalty: 2972.396484
	Iteration 0F: 2 clusters Score -2.240504e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80018 members 
Mstep: Class 2 contains 80389 members 
Entering Unmasked Estep 
Score: -22300700.000000 Penalty: 5944.792969
	Iteration 0F: 3 clusters Score -2.23007e+07 nChanged 76565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78053 members 
Mstep: Class 2 contains 82354 members 
Entering Unmasked Estep 
Score: -22345492.000000 Penalty: 5944.792969
	Iteration 1F: 3 clusters Score -2.234549e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76749 members 
Mstep: Class 2 contains 83658 members 
Entering Unmasked Estep 
Score: -22346624.000000 Penalty: 5944.792969
	Iteration 2Q: 3 clusters Score -2.234662e+07 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74705 members 
Mstep: Class 2 contains 85702 members 
Entering Unmasked Estep 
Score: -22348006.000000 Penalty: 5944.792969
	Iteration 3Q: 3 clusters Score -2.234801e+07 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71496 members 
Mstep: Class 2 contains 88911 members 
Entering Unmasked Estep 
Score: -22350480.000000 Penalty: 5944.792969
	Iteration 4Q: 3 clusters Score -2.235048e+07 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66589 members 
Mstep: Class 2 contains 93818 members 
Entering Unmasked Estep 
Score: -22354450.000000 Penalty: 5944.792969
	Iteration 5Q: 3 clusters Score -2.235445e+07 nChanged 9639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59670 members 
Mstep: Class 2 contains 100737 members 
Entering Unmasked Estep 
Score: -22360246.000000 Penalty: 5944.792969
	Iteration 6F: 3 clusters Score -2.236025e+07 nChanged 11098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50944 members 
Mstep: Class 2 contains 109463 members 
Entering Unmasked Estep 
Score: -22368416.000000 Penalty: 5944.792969
	Iteration 7F: 3 clusters Score -2.236842e+07 nChanged 11297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41977 members 
Mstep: Class 2 contains 118430 members 
Entering Unmasked Estep 
Score: -22377936.000000 Penalty: 5944.792969
	Iteration 8F: 3 clusters Score -2.237794e+07 nChanged 9809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 125933 members 
Entering Unmasked Estep 
Score: -22386278.000000 Penalty: 5944.792969
	Iteration 9F: 3 clusters Score -2.238628e+07 nChanged 7193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 130872 members 
Entering Unmasked Estep 
Score: -22391336.000000 Penalty: 5944.792969
	Iteration 10Q: 3 clusters Score -2.239134e+07 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 134543 members 
Entering Unmasked Estep 
Score: -22394096.000000 Penalty: 5944.792969
	Iteration 11Q: 3 clusters Score -2.23941e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 137807 members 
Entering Unmasked Estep 
Score: -22395924.000000 Penalty: 5944.792969
	Iteration 12Q: 3 clusters Score -2.239592e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 140691 members 
Entering Unmasked Estep 
Score: -22397190.000000 Penalty: 5944.792969
	Iteration 13Q: 3 clusters Score -2.239719e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 143383 members 
Entering Unmasked Estep 
Score: -22398682.000000 Penalty: 5944.792969
	Iteration 14Q: 3 clusters Score -2.239868e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 145743 members 
Entering Unmasked Estep 
Score: -22399784.000000 Penalty: 5944.792969
	Iteration 15Q: 3 clusters Score -2.239978e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 147830 members 
Entering Unmasked Estep 
Score: -22400716.000000 Penalty: 5944.792969
	Iteration 16Q: 3 clusters Score -2.240072e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 149658 members 
Entering Unmasked Estep 
Score: -22401574.000000 Penalty: 5944.792969
	Iteration 17Q: 3 clusters Score -2.240157e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 151233 members 
Entering Unmasked Estep 
Score: -22402256.000000 Penalty: 5944.792969
	Iteration 18Q: 3 clusters Score -2.240226e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 152519 members 
Entering Unmasked Estep 
Score: -22402734.000000 Penalty: 5944.792969
	Iteration 19Q: 3 clusters Score -2.240273e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 153547 members 
Entering Unmasked Estep 
Score: -22403078.000000 Penalty: 5944.792969
	Iteration 20F: 3 clusters Score -2.240308e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 154391 members 
Entering Unmasked Estep 
Score: -22403362.000000 Penalty: 5944.792969
	Iteration 21Q: 3 clusters Score -2.240336e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 155077 members 
Entering Unmasked Estep 
Score: -22403590.000000 Penalty: 5944.792969
	Iteration 22Q: 3 clusters Score -2.240359e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 155695 members 
Entering Unmasked Estep 
Score: -22403690.000000 Penalty: 5944.792969
	Iteration 23Q: 3 clusters Score -2.240369e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 156208 members 
Entering Unmasked Estep 
Score: -22403752.000000 Penalty: 5944.792969
	Iteration 24Q: 3 clusters Score -2.240375e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 156687 members 
Entering Unmasked Estep 
Score: -22403776.000000 Penalty: 5944.792969
	Iteration 25Q: 3 clusters Score -2.240378e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 157086 members 
Entering Unmasked Estep 
Score: -22403790.000000 Penalty: 5944.792969
	Iteration 26Q: 3 clusters Score -2.240379e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 157422 members 
Entering Unmasked Estep 
Score: -22403724.000000 Penalty: 5944.792969
	Iteration 27Q: 3 clusters Score -2.240372e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 157708 members 
Entering Unmasked Estep 
Score: -22403748.000000 Penalty: 5944.792969
	Iteration 28Q: 3 clusters Score -2.240375e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 157933 members 
Entering Unmasked Estep 
Score: -22403744.000000 Penalty: 5944.792969
	Iteration 29Q: 3 clusters Score -2.240374e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 158095 members 
Entering Unmasked Estep 
Score: -22403726.000000 Penalty: 5944.792969
	Iteration 30Q: 3 clusters Score -2.240373e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 158232 members 
Entering Unmasked Estep 
Score: -22403670.000000 Penalty: 5944.792969
	Iteration 31Q: 3 clusters Score -2.240367e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 158362 members 
Entering Unmasked Estep 
Score: -22403666.000000 Penalty: 5944.792969
	Iteration 32Q: 3 clusters Score -2.240367e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 158468 members 
Entering Unmasked Estep 
Score: -22403634.000000 Penalty: 5944.792969
	Iteration 33Q: 3 clusters Score -2.240363e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 158558 members 
Entering Unmasked Estep 
Score: -22403626.000000 Penalty: 5944.792969
	Iteration 34Q: 3 clusters Score -2.240363e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 158634 members 
Entering Unmasked Estep 
Score: -22403636.000000 Penalty: 5944.792969
	Iteration 35Q: 3 clusters Score -2.240364e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 158689 members 
Entering Unmasked Estep 
Score: -22403620.000000 Penalty: 5944.792969
	Iteration 36Q: 3 clusters Score -2.240362e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 158740 members 
Entering Unmasked Estep 
Score: -22403624.000000 Penalty: 5944.792969
	Iteration 37Q: 3 clusters Score -2.240362e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 158783 members 
Entering Unmasked Estep 
Score: -22403634.000000 Penalty: 5944.792969
	Iteration 38Q: 3 clusters Score -2.240363e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 158825 members 
Entering Unmasked Estep 
Score: -22403654.000000 Penalty: 5944.792969
	Iteration 39Q: 3 clusters Score -2.240365e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 158850 members 
Entering Unmasked Estep 
Score: -22403662.000000 Penalty: 5944.792969
	Iteration 40F: 3 clusters Score -2.240366e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 158877 members 
Entering Unmasked Estep 
Score: -22403646.000000 Penalty: 5944.792969
	Iteration 41Q: 3 clusters Score -2.240365e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 158891 members 
Entering Unmasked Estep 
Score: -22403640.000000 Penalty: 5944.792969
	Iteration 42Q: 3 clusters Score -2.240364e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 158907 members 
Entering Unmasked Estep 
Score: -22403620.000000 Penalty: 5944.792969
	Iteration 43Q: 3 clusters Score -2.240362e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 158923 members 
Entering Unmasked Estep 
Score: -22403620.000000 Penalty: 5944.792969
	Iteration 44Q: 3 clusters Score -2.240362e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 158932 members 
Entering Unmasked Estep 
Score: -22403596.000000 Penalty: 5944.792969
	Iteration 45Q: 3 clusters Score -2.24036e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 158947 members 
Entering Unmasked Estep 
Score: -22403578.000000 Penalty: 5944.792969
	Iteration 46Q: 3 clusters Score -2.240358e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 158958 members 
Entering Unmasked Estep 
Score: -22403580.000000 Penalty: 5944.792969
	Iteration 47Q: 3 clusters Score -2.240358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 158962 members 
Entering Unmasked Estep 
Score: -22403568.000000 Penalty: 5944.792969
	Iteration 48Q: 3 clusters Score -2.240357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 158966 members 
Entering Unmasked Estep 
Score: -22403578.000000 Penalty: 5944.792969
	Iteration 49Q: 3 clusters Score -2.240358e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 158975 members 
Entering Unmasked Estep 
Score: -22403604.000000 Penalty: 5944.792969
	Iteration 50Q: 3 clusters Score -2.24036e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 158987 members 
Entering Unmasked Estep 
Score: -22403598.000000 Penalty: 5944.792969
	Iteration 51Q: 3 clusters Score -2.24036e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 158996 members 
Entering Unmasked Estep 
Score: -22403614.000000 Penalty: 5944.792969
	Iteration 52Q: 3 clusters Score -2.240361e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 159008 members 
Entering Unmasked Estep 
Score: -22403602.000000 Penalty: 5944.792969
	Iteration 53Q: 3 clusters Score -2.24036e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 159019 members 
Entering Unmasked Estep 
Score: -22403606.000000 Penalty: 5944.792969
	Iteration 54Q: 3 clusters Score -2.240361e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 159025 members 
Entering Unmasked Estep 
Score: -22403622.000000 Penalty: 5944.792969
	Iteration 55Q: 3 clusters Score -2.240362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 159031 members 
Entering Unmasked Estep 
Score: -22403616.000000 Penalty: 5944.792969
	Iteration 56Q: 3 clusters Score -2.240362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 159034 members 
Entering Unmasked Estep 
Score: -22403614.000000 Penalty: 5944.792969
	Iteration 57Q: 3 clusters Score -2.240361e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 159034 members 
Entering Unmasked Estep 
Score: -22403632.000000 Penalty: 5944.792969
	Iteration 58Q: 3 clusters Score -2.240363e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 159040 members 
Entering Unmasked Estep 
Score: -22403630.000000 Penalty: 5944.792969
	Iteration 59Q: 3 clusters Score -2.240363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 159042 members 
Entering Unmasked Estep 
Score: -22403630.000000 Penalty: 5944.792969
	Iteration 60F: 3 clusters Score -2.240363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 159047 members 
Entering Unmasked Estep 
Score: -22403622.000000 Penalty: 5944.792969
	Iteration 61Q: 3 clusters Score -2.240362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 159054 members 
Entering Unmasked Estep 
Score: -22403618.000000 Penalty: 5944.792969
	Iteration 62Q: 3 clusters Score -2.240362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 159061 members 
Entering Unmasked Estep 
Score: -22403610.000000 Penalty: 5944.792969
	Iteration 63Q: 3 clusters Score -2.240361e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 159071 members 
Entering Unmasked Estep 
Score: -22403628.000000 Penalty: 5944.792969
	Iteration 64Q: 3 clusters Score -2.240363e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 159080 members 
Entering Unmasked Estep 
Score: -22403630.000000 Penalty: 5944.792969
	Iteration 65Q: 3 clusters Score -2.240363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 159085 members 
Entering Unmasked Estep 
Score: -22403604.000000 Penalty: 5944.792969
	Iteration 66Q: 3 clusters Score -2.24036e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 159091 members 
Entering Unmasked Estep 
Score: -22403594.000000 Penalty: 5944.792969
	Iteration 67Q: 3 clusters Score -2.240359e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 159097 members 
Entering Unmasked Estep 
Score: -22403596.000000 Penalty: 5944.792969
	Iteration 68Q: 3 clusters Score -2.24036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 159101 members 
Entering Unmasked Estep 
Score: -22403590.000000 Penalty: 5944.792969
	Iteration 69Q: 3 clusters Score -2.240359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 159104 members 
Entering Unmasked Estep 
Score: -22403604.000000 Penalty: 5944.792969
	Iteration 70Q: 3 clusters Score -2.24036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 159105 members 
Entering Unmasked Estep 
Score: -22403598.000000 Penalty: 5944.792969
	Iteration 71Q: 3 clusters Score -2.24036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 159106 members 
Entering Unmasked Estep 
Score: -22403594.000000 Penalty: 5944.792969
	Iteration 72Q: 3 clusters Score -2.240359e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 159106 members 
Entering Unmasked Estep 
Score: -22403594.000000 Penalty: 5944.792969
	Iteration 73F: 3 clusters Score -2.240359e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -75933.625000 Penalty: 1586.438599
	Iteration 0F: 2 clusters Score -75933.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -74362.226562 Penalty: 3172.877197
	Iteration 0F: 3 clusters Score -74362.23 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -74597.179688 Penalty: 3172.877197
	Iteration 1F: 3 clusters Score -74597.18 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -74679.007812 Penalty: 3172.877197
	Iteration 2F: 3 clusters Score -74679.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -74702.031250 Penalty: 3172.877197
	Iteration 3Q: 3 clusters Score -74702.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -74711.312500 Penalty: 3172.877197
	Iteration 4Q: 3 clusters Score -74711.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -74721.687500 Penalty: 3172.877197
	Iteration 5Q: 3 clusters Score -74721.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -74738.445312 Penalty: 3172.877197
	Iteration 6Q: 3 clusters Score -74738.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -74756.500000 Penalty: 3172.877197
	Iteration 7Q: 3 clusters Score -74756.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -74763.140625 Penalty: 3172.877197
	Iteration 8Q: 3 clusters Score -74763.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -74767.921875 Penalty: 3172.877197
	Iteration 9Q: 3 clusters Score -74767.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -74769.804688 Penalty: 3172.877197
	Iteration 10Q: 3 clusters Score -74769.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -74774.320312 Penalty: 3172.877197
	Iteration 11Q: 3 clusters Score -74774.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -74774.320312 Penalty: 3172.877197
	Iteration 12F: 3 clusters Score -74774.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Entering Unmasked Estep 
Score: -281378.843750 Penalty: 1884.651611
	Iteration 0F: 2 clusters Score -281378.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -278770.031250 Penalty: 3769.303223
	Iteration 0F: 3 clusters Score -278770 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -279238.375000 Penalty: 3769.303223
	Iteration 1F: 3 clusters Score -279238.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -279371.031250 Penalty: 3769.303223
	Iteration 2F: 3 clusters Score -279371 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -279467.812500 Penalty: 3769.303223
	Iteration 3Q: 3 clusters Score -279467.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -279556.031250 Penalty: 3769.303223
	Iteration 4Q: 3 clusters Score -279556 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -279608.000000 Penalty: 3769.303223
	Iteration 5Q: 3 clusters Score -279608 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -279631.562500 Penalty: 3769.303223
	Iteration 6Q: 3 clusters Score -279631.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -279651.500000 Penalty: 3769.303223
	Iteration 7Q: 3 clusters Score -279651.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -279670.468750 Penalty: 3769.303223
	Iteration 8Q: 3 clusters Score -279670.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -279681.406250 Penalty: 3769.303223
	Iteration 9Q: 3 clusters Score -279681.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -279694.218750 Penalty: 3769.303223
	Iteration 10Q: 3 clusters Score -279694.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -279704.187500 Penalty: 3769.303223
	Iteration 11Q: 3 clusters Score -279704.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -279715.156250 Penalty: 3769.303223
	Iteration 12Q: 3 clusters Score -279715.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -279721.281250 Penalty: 3769.303223
	Iteration 13Q: 3 clusters Score -279721.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -279724.125000 Penalty: 3769.303223
	Iteration 14Q: 3 clusters Score -279724.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -279727.781250 Penalty: 3769.303223
	Iteration 15Q: 3 clusters Score -279727.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -279729.562500 Penalty: 3769.303223
	Iteration 16Q: 3 clusters Score -279729.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -279732.968750 Penalty: 3769.303223
	Iteration 17Q: 3 clusters Score -279733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -279737.875000 Penalty: 3769.303223
	Iteration 18Q: 3 clusters Score -279737.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -279743.375000 Penalty: 3769.303223
	Iteration 19Q: 3 clusters Score -279743.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -279746.781250 Penalty: 3769.303223
	Iteration 20F: 3 clusters Score -279746.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -279751.593750 Penalty: 3769.303223
	Iteration 21Q: 3 clusters Score -279751.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -279758.312500 Penalty: 3769.303223
	Iteration 22Q: 3 clusters Score -279758.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -279764.656250 Penalty: 3769.303223
	Iteration 23Q: 3 clusters Score -279764.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -279772.875000 Penalty: 3769.303223
	Iteration 24Q: 3 clusters Score -279772.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -279778.437500 Penalty: 3769.303223
	Iteration 25Q: 3 clusters Score -279778.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -279783.000000 Penalty: 3769.303223
	Iteration 26Q: 3 clusters Score -279783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -279790.718750 Penalty: 3769.303223
	Iteration 27Q: 3 clusters Score -279790.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -279801.625000 Penalty: 3769.303223
	Iteration 28Q: 3 clusters Score -279801.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -279806.281250 Penalty: 3769.303223
	Iteration 29Q: 3 clusters Score -279806.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -279810.281250 Penalty: 3769.303223
	Iteration 30Q: 3 clusters Score -279810.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -279814.781250 Penalty: 3769.303223
	Iteration 31Q: 3 clusters Score -279814.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -279819.781250 Penalty: 3769.303223
	Iteration 32Q: 3 clusters Score -279819.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -279823.375000 Penalty: 3769.303223
	Iteration 33Q: 3 clusters Score -279823.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -279824.625000 Penalty: 3769.303223
	Iteration 34Q: 3 clusters Score -279824.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -279824.750000 Penalty: 3769.303223
	Iteration 35Q: 3 clusters Score -279824.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -279825.375000 Penalty: 3769.303223
	Iteration 36Q: 3 clusters Score -279825.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -279826.093750 Penalty: 3769.303223
	Iteration 37Q: 3 clusters Score -279826.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -279826.781250 Penalty: 3769.303223
	Iteration 38Q: 3 clusters Score -279826.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -279827.343750 Penalty: 3769.303223
	Iteration 39Q: 3 clusters Score -279827.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -279827.406250 Penalty: 3769.303223
	Iteration 40F: 3 clusters Score -279827.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -97046.203125 Penalty: 1674.852661
	Iteration 0F: 2 clusters Score -97046.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -95260.492188 Penalty: 3349.705322
	Iteration 0F: 3 clusters Score -95260.49 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -95801.890625 Penalty: 3349.705322
	Iteration 1F: 3 clusters Score -95801.89 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -96030.968750 Penalty: 3349.705322
	Iteration 2F: 3 clusters Score -96030.97 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -96233.898438 Penalty: 3349.705322
	Iteration 3F: 3 clusters Score -96233.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -96449.554688 Penalty: 3349.705322
	Iteration 4F: 3 clusters Score -96449.55 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -96665.835938 Penalty: 3349.705322
	Iteration 5Q: 3 clusters Score -96665.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -96819.789062 Penalty: 3349.705322
	Iteration 6Q: 3 clusters Score -96819.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -96863.921875 Penalty: 3349.705322
	Iteration 7Q: 3 clusters Score -96863.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -96889.421875 Penalty: 3349.705322
	Iteration 8Q: 3 clusters Score -96889.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -96906.679688 Penalty: 3349.705322
	Iteration 9Q: 3 clusters Score -96906.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -96917.523438 Penalty: 3349.705322
	Iteration 10Q: 3 clusters Score -96917.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -96924.773438 Penalty: 3349.705322
	Iteration 11Q: 3 clusters Score -96924.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -96924.773438 Penalty: 3349.705322
	Iteration 12F: 3 clusters Score -96924.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Entering Unmasked Estep 
Score: -3489971.750000 Penalty: 2507.061279
	Iteration 0F: 2 clusters Score -3489972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -3472876.000000 Penalty: 5014.122559
	Iteration 0F: 3 clusters Score -3472876 nChanged 10931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -3478806.250000 Penalty: 5014.122559
	Iteration 1F: 3 clusters Score -3478806 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -3479244.000000 Penalty: 5014.122559
	Iteration 2F: 3 clusters Score -3479244 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -3479618.000000 Penalty: 5014.122559
	Iteration 3Q: 3 clusters Score -3479618 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -3479966.250000 Penalty: 5014.122559
	Iteration 4Q: 3 clusters Score -3479966 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -3480292.750000 Penalty: 5014.122559
	Iteration 5Q: 3 clusters Score -3480293 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -3480616.500000 Penalty: 5014.122559
	Iteration 6Q: 3 clusters Score -3480616 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -3481001.250000 Penalty: 5014.122559
	Iteration 7Q: 3 clusters Score -3481001 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -3481472.250000 Penalty: 5014.122559
	Iteration 8Q: 3 clusters Score -3481472 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -3482005.750000 Penalty: 5014.122559
	Iteration 9Q: 3 clusters Score -3482006 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -3482665.500000 Penalty: 5014.122559
	Iteration 10Q: 3 clusters Score -3482666 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -3483324.250000 Penalty: 5014.122559
	Iteration 11Q: 3 clusters Score -3483324 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -3483916.250000 Penalty: 5014.122559
	Iteration 12Q: 3 clusters Score -3483916 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -3484362.000000 Penalty: 5014.122559
	Iteration 13Q: 3 clusters Score -3484362 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -3484634.500000 Penalty: 5014.122559
	Iteration 14Q: 3 clusters Score -3484634 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -3484788.000000 Penalty: 5014.122559
	Iteration 15Q: 3 clusters Score -3484788 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -3484901.250000 Penalty: 5014.122559
	Iteration 16Q: 3 clusters Score -3484901 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -3484970.500000 Penalty: 5014.122559
	Iteration 17Q: 3 clusters Score -3484970 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -3485049.500000 Penalty: 5014.122559
	Iteration 18Q: 3 clusters Score -3485050 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -3485089.750000 Penalty: 5014.122559
	Iteration 19Q: 3 clusters Score -3485090 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -3485174.500000 Penalty: 5014.122559
	Iteration 20F: 3 clusters Score -3485174 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -3485239.500000 Penalty: 5014.122559
	Iteration 21Q: 3 clusters Score -3485240 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -3485315.250000 Penalty: 5014.122559
	Iteration 22Q: 3 clusters Score -3485315 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -3485360.750000 Penalty: 5014.122559
	Iteration 23Q: 3 clusters Score -3485361 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -3485419.250000 Penalty: 5014.122559
	Iteration 24Q: 3 clusters Score -3485419 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -3485486.500000 Penalty: 5014.122559
	Iteration 25Q: 3 clusters Score -3485486 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -3485551.500000 Penalty: 5014.122559
	Iteration 26Q: 3 clusters Score -3485552 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -3485632.250000 Penalty: 5014.122559
	Iteration 27Q: 3 clusters Score -3485632 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -3485703.250000 Penalty: 5014.122559
	Iteration 28Q: 3 clusters Score -3485703 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -3485776.250000 Penalty: 5014.122559
	Iteration 29Q: 3 clusters Score -3485776 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -3485868.000000 Penalty: 5014.122559
	Iteration 30Q: 3 clusters Score -3485868 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -3485924.750000 Penalty: 5014.122559
	Iteration 31Q: 3 clusters Score -3485925 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -3485995.500000 Penalty: 5014.122559
	Iteration 32Q: 3 clusters Score -3485996 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -3486081.750000 Penalty: 5014.122559
	Iteration 33Q: 3 clusters Score -3486082 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -3486141.000000 Penalty: 5014.122559
	Iteration 34Q: 3 clusters Score -3486141 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -3486213.500000 Penalty: 5014.122559
	Iteration 35Q: 3 clusters Score -3486214 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -3486287.250000 Penalty: 5014.122559
	Iteration 36Q: 3 clusters Score -3486287 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -3486345.250000 Penalty: 5014.122559
	Iteration 37Q: 3 clusters Score -3486345 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -3486405.500000 Penalty: 5014.122559
	Iteration 38Q: 3 clusters Score -3486406 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -3486478.250000 Penalty: 5014.122559
	Iteration 39Q: 3 clusters Score -3486478 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -3486562.500000 Penalty: 5014.122559
	Iteration 40F: 3 clusters Score -3486562 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -3486604.250000 Penalty: 5014.122559
	Iteration 41Q: 3 clusters Score -3486604 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -3486660.500000 Penalty: 5014.122559
	Iteration 42Q: 3 clusters Score -3486660 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -3486729.250000 Penalty: 5014.122559
	Iteration 43Q: 3 clusters Score -3486729 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -3486791.250000 Penalty: 5014.122559
	Iteration 44Q: 3 clusters Score -3486791 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -3486866.000000 Penalty: 5014.122559
	Iteration 45Q: 3 clusters Score -3486866 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -3486937.500000 Penalty: 5014.122559
	Iteration 46Q: 3 clusters Score -3486938 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -3487007.000000 Penalty: 5014.122559
	Iteration 47Q: 3 clusters Score -3487007 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -3487071.500000 Penalty: 5014.122559
	Iteration 48Q: 3 clusters Score -3487072 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -3487134.250000 Penalty: 5014.122559
	Iteration 49Q: 3 clusters Score -3487134 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -3487201.500000 Penalty: 5014.122559
	Iteration 50Q: 3 clusters Score -3487202 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -3487257.750000 Penalty: 5014.122559
	Iteration 51Q: 3 clusters Score -3487258 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -3487313.000000 Penalty: 5014.122559
	Iteration 52Q: 3 clusters Score -3487313 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -3487382.750000 Penalty: 5014.122559
	Iteration 53Q: 3 clusters Score -3487383 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -3487434.500000 Penalty: 5014.122559
	Iteration 54Q: 3 clusters Score -3487434 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -3487497.000000 Penalty: 5014.122559
	Iteration 55Q: 3 clusters Score -3487497 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -3487549.000000 Penalty: 5014.122559
	Iteration 56Q: 3 clusters Score -3487549 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -3487600.250000 Penalty: 5014.122559
	Iteration 57Q: 3 clusters Score -3487600 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -3487636.250000 Penalty: 5014.122559
	Iteration 58Q: 3 clusters Score -3487636 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -3487662.750000 Penalty: 5014.122559
	Iteration 59Q: 3 clusters Score -3487663 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -3487682.500000 Penalty: 5014.122559
	Iteration 60F: 3 clusters Score -3487682 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -3487704.500000 Penalty: 5014.122559
	Iteration 61Q: 3 clusters Score -3487704 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -3487722.500000 Penalty: 5014.122559
	Iteration 62Q: 3 clusters Score -3487722 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -3487737.250000 Penalty: 5014.122559
	Iteration 63Q: 3 clusters Score -3487737 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -3487748.000000 Penalty: 5014.122559
	Iteration 64Q: 3 clusters Score -3487748 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -3487763.750000 Penalty: 5014.122559
	Iteration 65Q: 3 clusters Score -3487764 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -3487782.000000 Penalty: 5014.122559
	Iteration 66Q: 3 clusters Score -3487782 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -3487794.250000 Penalty: 5014.122559
	Iteration 67Q: 3 clusters Score -3487794 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -3487794.500000 Penalty: 5014.122559
	Iteration 68Q: 3 clusters Score -3487794 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -3487809.250000 Penalty: 5014.122559
	Iteration 69Q: 3 clusters Score -3487809 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -3487828.750000 Penalty: 5014.122559
	Iteration 70Q: 3 clusters Score -3487829 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -3487835.500000 Penalty: 5014.122559
	Iteration 71Q: 3 clusters Score -3487836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -3487837.500000 Penalty: 5014.122559
	Iteration 72Q: 3 clusters Score -3487838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -3487843.500000 Penalty: 5014.122559
	Iteration 73Q: 3 clusters Score -3487844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -3487844.750000 Penalty: 5014.122559
	Iteration 74Q: 3 clusters Score -3487845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -3487846.500000 Penalty: 5014.122559
	Iteration 75Q: 3 clusters Score -3487846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -3487847.500000 Penalty: 5014.122559
	Iteration 76Q: 3 clusters Score -3487848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -3487852.750000 Penalty: 5014.122559
	Iteration 77Q: 3 clusters Score -3487853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -3487847.000000 Penalty: 5014.122559
	Iteration 78Q: 3 clusters Score -3487847 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -3487855.000000 Penalty: 5014.122559
	Iteration 79Q: 3 clusters Score -3487855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -3487862.000000 Penalty: 5014.122559
	Iteration 80F: 3 clusters Score -3487862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -3487874.000000 Penalty: 5014.122559
	Iteration 81Q: 3 clusters Score -3487874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -3487888.000000 Penalty: 5014.122559
	Iteration 82Q: 3 clusters Score -3487888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -3487899.000000 Penalty: 5014.122559
	Iteration 83Q: 3 clusters Score -3487899 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -3487905.250000 Penalty: 5014.122559
	Iteration 84Q: 3 clusters Score -3487905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -3487911.000000 Penalty: 5014.122559
	Iteration 85Q: 3 clusters Score -3487911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -3487915.250000 Penalty: 5014.122559
	Iteration 86Q: 3 clusters Score -3487915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -3487913.500000 Penalty: 5014.122559
	Iteration 87Q: 3 clusters Score -3487914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -3487918.250000 Penalty: 5014.122559
	Iteration 88Q: 3 clusters Score -3487918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -3487918.500000 Penalty: 5014.122559
	Iteration 89Q: 3 clusters Score -3487918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -3487917.250000 Penalty: 5014.122559
	Iteration 90Q: 3 clusters Score -3487917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -3487922.250000 Penalty: 5014.122559
	Iteration 91Q: 3 clusters Score -3487922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -3487925.000000 Penalty: 5014.122559
	Iteration 92Q: 3 clusters Score -3487925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -3487926.000000 Penalty: 5014.122559
	Iteration 93Q: 3 clusters Score -3487926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -3487929.500000 Penalty: 5014.122559
	Iteration 94Q: 3 clusters Score -3487930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -3487936.000000 Penalty: 5014.122559
	Iteration 95Q: 3 clusters Score -3487936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -3487934.750000 Penalty: 5014.122559
	Iteration 96Q: 3 clusters Score -3487935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -3487939.750000 Penalty: 5014.122559
	Iteration 97Q: 3 clusters Score -3487940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -3487937.750000 Penalty: 5014.122559
	Iteration 98Q: 3 clusters Score -3487938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -3487937.250000 Penalty: 5014.122559
	Iteration 99Q: 3 clusters Score -3487937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -3487941.500000 Penalty: 5014.122559
	Iteration 100F: 3 clusters Score -3487942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -3487939.750000 Penalty: 5014.122559
	Iteration 101Q: 3 clusters Score -3487940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -3487948.000000 Penalty: 5014.122559
	Iteration 102Q: 3 clusters Score -3487948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -3487943.250000 Penalty: 5014.122559
	Iteration 103Q: 3 clusters Score -3487943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -3487948.750000 Penalty: 5014.122559
	Iteration 104Q: 3 clusters Score -3487949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -3487947.250000 Penalty: 5014.122559
	Iteration 105Q: 3 clusters Score -3487947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -3487949.000000 Penalty: 5014.122559
	Iteration 106Q: 3 clusters Score -3487949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -3487949.000000 Penalty: 5014.122559
	Iteration 107F: 3 clusters Score -3487949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Entering Unmasked Estep 
Score: -2954046.250000 Penalty: 2467.443359
	Iteration 0F: 2 clusters Score -2954046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2939332.500000 Penalty: 4934.886719
	Iteration 0F: 3 clusters Score -2939332 nChanged 9203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2944395.000000 Penalty: 4934.886719
	Iteration 1F: 3 clusters Score -2944395 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -2944753.250000 Penalty: 4934.886719
	Iteration 2F: 3 clusters Score -2944753 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -2945025.000000 Penalty: 4934.886719
	Iteration 3Q: 3 clusters Score -2945025 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -2945267.750000 Penalty: 4934.886719
	Iteration 4Q: 3 clusters Score -2945268 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -2945537.500000 Penalty: 4934.886719
	Iteration 5Q: 3 clusters Score -2945538 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -2945881.250000 Penalty: 4934.886719
	Iteration 6Q: 3 clusters Score -2945881 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -2946400.250000 Penalty: 4934.886719
	Iteration 7Q: 3 clusters Score -2946400 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -2947105.500000 Penalty: 4934.886719
	Iteration 8F: 3 clusters Score -2947106 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -2948049.500000 Penalty: 4934.886719
	Iteration 9F: 3 clusters Score -2948050 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -2949126.750000 Penalty: 4934.886719
	Iteration 10F: 3 clusters Score -2949127 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -2950197.000000 Penalty: 4934.886719
	Iteration 11F: 3 clusters Score -2950197 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -2950965.750000 Penalty: 4934.886719
	Iteration 12Q: 3 clusters Score -2950966 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -2951366.500000 Penalty: 4934.886719
	Iteration 13Q: 3 clusters Score -2951366 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -2951567.500000 Penalty: 4934.886719
	Iteration 14Q: 3 clusters Score -2951568 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -2951663.250000 Penalty: 4934.886719
	Iteration 15Q: 3 clusters Score -2951663 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -2951731.250000 Penalty: 4934.886719
	Iteration 16Q: 3 clusters Score -2951731 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -2951781.000000 Penalty: 4934.886719
	Iteration 17Q: 3 clusters Score -2951781 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -2951797.750000 Penalty: 4934.886719
	Iteration 18Q: 3 clusters Score -2951798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -2951811.250000 Penalty: 4934.886719
	Iteration 19Q: 3 clusters Score -2951811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -2951826.750000 Penalty: 4934.886719
	Iteration 20F: 3 clusters Score -2951827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -2951830.000000 Penalty: 4934.886719
	Iteration 21Q: 3 clusters Score -2951830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -2951834.250000 Penalty: 4934.886719
	Iteration 22Q: 3 clusters Score -2951834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -2951844.000000 Penalty: 4934.886719
	Iteration 23Q: 3 clusters Score -2951844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -2951857.750000 Penalty: 4934.886719
	Iteration 24Q: 3 clusters Score -2951858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -2951863.250000 Penalty: 4934.886719
	Iteration 25Q: 3 clusters Score -2951863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -2951869.250000 Penalty: 4934.886719
	Iteration 26Q: 3 clusters Score -2951869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -2951873.500000 Penalty: 4934.886719
	Iteration 27Q: 3 clusters Score -2951874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -2951884.250000 Penalty: 4934.886719
	Iteration 28Q: 3 clusters Score -2951884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -2951889.500000 Penalty: 4934.886719
	Iteration 29Q: 3 clusters Score -2951890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -2951892.500000 Penalty: 4934.886719
	Iteration 30Q: 3 clusters Score -2951892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -2951894.250000 Penalty: 4934.886719
	Iteration 31Q: 3 clusters Score -2951894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -2951894.250000 Penalty: 4934.886719
	Iteration 32F: 3 clusters Score -2951894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -88619.976562 Penalty: 1605.907349
	Iteration 0F: 2 clusters Score -88619.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -86977.601562 Penalty: 3211.814697
	Iteration 0F: 3 clusters Score -86977.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -87188.851562 Penalty: 3211.814697
	Iteration 1F: 3 clusters Score -87188.85 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -87251.484375 Penalty: 3211.814697
	Iteration 2F: 3 clusters Score -87251.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -87281.664062 Penalty: 3211.814697
	Iteration 3Q: 3 clusters Score -87281.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -87301.375000 Penalty: 3211.814697
	Iteration 4Q: 3 clusters Score -87301.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -87309.898438 Penalty: 3211.814697
	Iteration 5Q: 3 clusters Score -87309.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -87315.570312 Penalty: 3211.814697
	Iteration 6Q: 3 clusters Score -87315.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -87318.476562 Penalty: 3211.814697
	Iteration 7Q: 3 clusters Score -87318.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -87318.476562 Penalty: 3211.814697
	Iteration 8F: 3 clusters Score -87318.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Entering Unmasked Estep 
Score: -346633.593750 Penalty: 1941.452271
	Iteration 0F: 2 clusters Score -346633.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -343699.125000 Penalty: 3882.904541
	Iteration 0F: 3 clusters Score -343699.1 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -344253.375000 Penalty: 3882.904541
	Iteration 1F: 3 clusters Score -344253.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -344365.906250 Penalty: 3882.904541
	Iteration 2F: 3 clusters Score -344365.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -344425.687500 Penalty: 3882.904541
	Iteration 3Q: 3 clusters Score -344425.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -344462.468750 Penalty: 3882.904541
	Iteration 4Q: 3 clusters Score -344462.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -344495.375000 Penalty: 3882.904541
	Iteration 5Q: 3 clusters Score -344495.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -344527.843750 Penalty: 3882.904541
	Iteration 6Q: 3 clusters Score -344527.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -344547.968750 Penalty: 3882.904541
	Iteration 7Q: 3 clusters Score -344548 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -344565.750000 Penalty: 3882.904541
	Iteration 8Q: 3 clusters Score -344565.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -344594.062500 Penalty: 3882.904541
	Iteration 9Q: 3 clusters Score -344594.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -344621.312500 Penalty: 3882.904541
	Iteration 10Q: 3 clusters Score -344621.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -344639.593750 Penalty: 3882.904541
	Iteration 11Q: 3 clusters Score -344639.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -344655.718750 Penalty: 3882.904541
	Iteration 12Q: 3 clusters Score -344655.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -344668.062500 Penalty: 3882.904541
	Iteration 13Q: 3 clusters Score -344668.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -344677.593750 Penalty: 3882.904541
	Iteration 14Q: 3 clusters Score -344677.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -344685.312500 Penalty: 3882.904541
	Iteration 15Q: 3 clusters Score -344685.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -344693.375000 Penalty: 3882.904541
	Iteration 16Q: 3 clusters Score -344693.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -344702.437500 Penalty: 3882.904541
	Iteration 17Q: 3 clusters Score -344702.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -344708.312500 Penalty: 3882.904541
	Iteration 18Q: 3 clusters Score -344708.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -344714.562500 Penalty: 3882.904541
	Iteration 19Q: 3 clusters Score -344714.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -344720.531250 Penalty: 3882.904541
	Iteration 20F: 3 clusters Score -344720.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -344725.125000 Penalty: 3882.904541
	Iteration 21Q: 3 clusters Score -344725.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -344732.000000 Penalty: 3882.904541
	Iteration 22Q: 3 clusters Score -344732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -344741.250000 Penalty: 3882.904541
	Iteration 23Q: 3 clusters Score -344741.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -344751.312500 Penalty: 3882.904541
	Iteration 24Q: 3 clusters Score -344751.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -344760.625000 Penalty: 3882.904541
	Iteration 25Q: 3 clusters Score -344760.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -344767.593750 Penalty: 3882.904541
	Iteration 26Q: 3 clusters Score -344767.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -344774.593750 Penalty: 3882.904541
	Iteration 27Q: 3 clusters Score -344774.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -344783.812500 Penalty: 3882.904541
	Iteration 28Q: 3 clusters Score -344783.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -344791.906250 Penalty: 3882.904541
	Iteration 29Q: 3 clusters Score -344791.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -344803.000000 Penalty: 3882.904541
	Iteration 30Q: 3 clusters Score -344803 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -344812.562500 Penalty: 3882.904541
	Iteration 31Q: 3 clusters Score -344812.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -344821.843750 Penalty: 3882.904541
	Iteration 32Q: 3 clusters Score -344821.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -344829.000000 Penalty: 3882.904541
	Iteration 33Q: 3 clusters Score -344829 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -344840.500000 Penalty: 3882.904541
	Iteration 34Q: 3 clusters Score -344840.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -344854.125000 Penalty: 3882.904541
	Iteration 35Q: 3 clusters Score -344854.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -344871.968750 Penalty: 3882.904541
	Iteration 36Q: 3 clusters Score -344872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -344884.500000 Penalty: 3882.904541
	Iteration 37Q: 3 clusters Score -344884.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -344889.281250 Penalty: 3882.904541
	Iteration 38Q: 3 clusters Score -344889.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -344892.937500 Penalty: 3882.904541
	Iteration 39Q: 3 clusters Score -344892.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -344895.750000 Penalty: 3882.904541
	Iteration 40F: 3 clusters Score -344895.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -344900.687500 Penalty: 3882.904541
	Iteration 41Q: 3 clusters Score -344900.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -344903.468750 Penalty: 3882.904541
	Iteration 42Q: 3 clusters Score -344903.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -344906.687500 Penalty: 3882.904541
	Iteration 43Q: 3 clusters Score -344906.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -344908.343750 Penalty: 3882.904541
	Iteration 44Q: 3 clusters Score -344908.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -344909.187500 Penalty: 3882.904541
	Iteration 45Q: 3 clusters Score -344909.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -344909.156250 Penalty: 3882.904541
	Iteration 46Q: 3 clusters Score -344909.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -344909.156250 Penalty: 3882.904541
	Iteration 47F: 3 clusters Score -344909.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (102995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102995 members 
Entering Unmasked Estep 
Score: -14581959.000000 Penalty: 2862.523926
	Iteration 0F: 2 clusters Score -1.458196e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51489 members 
Mstep: Class 2 contains 51506 members 
Entering Unmasked Estep 
Score: -14513769.000000 Penalty: 5725.047852
	Iteration 0F: 3 clusters Score -1.451377e+07 nChanged 48996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 51622 members 
Entering Unmasked Estep 
Score: -14541780.000000 Penalty: 5725.047852
	Iteration 1F: 3 clusters Score -1.454178e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51321 members 
Mstep: Class 2 contains 51674 members 
Entering Unmasked Estep 
Score: -14542526.000000 Penalty: 5725.047852
	Iteration 2Q: 3 clusters Score -1.454253e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51398 members 
Mstep: Class 2 contains 51597 members 
Entering Unmasked Estep 
Score: -14543252.000000 Penalty: 5725.047852
	Iteration 3Q: 3 clusters Score -1.454325e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51481 members 
Mstep: Class 2 contains 51514 members 
Entering Unmasked Estep 
Score: -14544097.000000 Penalty: 5725.047852
	Iteration 4Q: 3 clusters Score -1.45441e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51623 members 
Mstep: Class 2 contains 51372 members 
Entering Unmasked Estep 
Score: -14545371.000000 Penalty: 5725.047852
	Iteration 5Q: 3 clusters Score -1.454537e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51997 members 
Mstep: Class 2 contains 50998 members 
Entering Unmasked Estep 
Score: -14547091.000000 Penalty: 5725.047852
	Iteration 6Q: 3 clusters Score -1.454709e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52722 members 
Mstep: Class 2 contains 50273 members 
Entering Unmasked Estep 
Score: -14549555.000000 Penalty: 5725.047852
	Iteration 7Q: 3 clusters Score -1.454956e+07 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54029 members 
Mstep: Class 2 contains 48966 members 
Entering Unmasked Estep 
Score: -14553207.000000 Penalty: 5725.047852
	Iteration 8F: 3 clusters Score -1.455321e+07 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55973 members 
Mstep: Class 2 contains 47022 members 
Entering Unmasked Estep 
Score: -14558288.000000 Penalty: 5725.047852
	Iteration 9F: 3 clusters Score -1.455829e+07 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58260 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
Score: -14564145.000000 Penalty: 5725.047852
	Iteration 10F: 3 clusters Score -1.456414e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60088 members 
Mstep: Class 2 contains 42907 members 
Entering Unmasked Estep 
Score: -14567538.000000 Penalty: 5725.047852
	Iteration 11F: 3 clusters Score -1.456754e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61411 members 
Mstep: Class 2 contains 41584 members 
Entering Unmasked Estep 
Score: -14568928.000000 Penalty: 5725.047852
	Iteration 12Q: 3 clusters Score -1.456893e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62611 members 
Mstep: Class 2 contains 40384 members 
Entering Unmasked Estep 
Score: -14569733.000000 Penalty: 5725.047852
	Iteration 13Q: 3 clusters Score -1.456973e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63616 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -14570300.000000 Penalty: 5725.047852
	Iteration 14Q: 3 clusters Score -1.45703e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64574 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -14570823.000000 Penalty: 5725.047852
	Iteration 15Q: 3 clusters Score -1.457082e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65458 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -14571242.000000 Penalty: 5725.047852
	Iteration 16Q: 3 clusters Score -1.457124e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66304 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -14571729.000000 Penalty: 5725.047852
	Iteration 17Q: 3 clusters Score -1.457173e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67129 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -14572170.000000 Penalty: 5725.047852
	Iteration 18Q: 3 clusters Score -1.457217e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67886 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -14572386.000000 Penalty: 5725.047852
	Iteration 19Q: 3 clusters Score -1.457239e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68603 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -14572639.000000 Penalty: 5725.047852
	Iteration 20F: 3 clusters Score -1.457264e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69334 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -14572802.000000 Penalty: 5725.047852
	Iteration 21Q: 3 clusters Score -1.45728e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70037 members 
Mstep: Class 2 contains 32958 members 
Entering Unmasked Estep 
Score: -14573079.000000 Penalty: 5725.047852
	Iteration 22Q: 3 clusters Score -1.457308e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70692 members 
Mstep: Class 2 contains 32303 members 
Entering Unmasked Estep 
Score: -14573228.000000 Penalty: 5725.047852
	Iteration 23Q: 3 clusters Score -1.457323e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71355 members 
Mstep: Class 2 contains 31640 members 
Entering Unmasked Estep 
Score: -14573433.000000 Penalty: 5725.047852
	Iteration 24Q: 3 clusters Score -1.457343e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72003 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -14573475.000000 Penalty: 5725.047852
	Iteration 25Q: 3 clusters Score -1.457348e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72616 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -14573696.000000 Penalty: 5725.047852
	Iteration 26Q: 3 clusters Score -1.45737e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73265 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -14573807.000000 Penalty: 5725.047852
	Iteration 27Q: 3 clusters Score -1.457381e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73963 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -14573914.000000 Penalty: 5725.047852
	Iteration 28Q: 3 clusters Score -1.457391e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74689 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -14574042.000000 Penalty: 5725.047852
	Iteration 29Q: 3 clusters Score -1.457404e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75442 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -14574184.000000 Penalty: 5725.047852
	Iteration 30Q: 3 clusters Score -1.457418e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76213 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -14574309.000000 Penalty: 5725.047852
	Iteration 31Q: 3 clusters Score -1.457431e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76999 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -14574435.000000 Penalty: 5725.047852
	Iteration 32Q: 3 clusters Score -1.457444e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77811 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -14574610.000000 Penalty: 5725.047852
	Iteration 33Q: 3 clusters Score -1.457461e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78622 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -14574786.000000 Penalty: 5725.047852
	Iteration 34Q: 3 clusters Score -1.457479e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79485 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -14574972.000000 Penalty: 5725.047852
	Iteration 35Q: 3 clusters Score -1.457497e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80443 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -14575184.000000 Penalty: 5725.047852
	Iteration 36Q: 3 clusters Score -1.457518e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81425 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -14575427.000000 Penalty: 5725.047852
	Iteration 37Q: 3 clusters Score -1.457543e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82443 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -14575618.000000 Penalty: 5725.047852
	Iteration 38Q: 3 clusters Score -1.457562e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83463 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -14575991.000000 Penalty: 5725.047852
	Iteration 39Q: 3 clusters Score -1.457599e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84527 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -14576240.000000 Penalty: 5725.047852
	Iteration 40F: 3 clusters Score -1.457624e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85549 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -14576543.000000 Penalty: 5725.047852
	Iteration 41Q: 3 clusters Score -1.457654e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86539 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -14576812.000000 Penalty: 5725.047852
	Iteration 42Q: 3 clusters Score -1.457681e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87479 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -14577005.000000 Penalty: 5725.047852
	Iteration 43Q: 3 clusters Score -1.4577e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88446 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -14577229.000000 Penalty: 5725.047852
	Iteration 44Q: 3 clusters Score -1.457723e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89383 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -14577446.000000 Penalty: 5725.047852
	Iteration 45Q: 3 clusters Score -1.457745e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90300 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -14577729.000000 Penalty: 5725.047852
	Iteration 46Q: 3 clusters Score -1.457773e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91168 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -14577980.000000 Penalty: 5725.047852
	Iteration 47Q: 3 clusters Score -1.457798e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91980 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -14578160.000000 Penalty: 5725.047852
	Iteration 48Q: 3 clusters Score -1.457816e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92736 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -14578425.000000 Penalty: 5725.047852
	Iteration 49Q: 3 clusters Score -1.457842e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93498 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -14578635.000000 Penalty: 5725.047852
	Iteration 50Q: 3 clusters Score -1.457864e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94241 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -14578835.000000 Penalty: 5725.047852
	Iteration 51Q: 3 clusters Score -1.457884e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94882 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -14578983.000000 Penalty: 5725.047852
	Iteration 52Q: 3 clusters Score -1.457898e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95524 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -14579147.000000 Penalty: 5725.047852
	Iteration 53Q: 3 clusters Score -1.457915e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96130 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -14579322.000000 Penalty: 5725.047852
	Iteration 54Q: 3 clusters Score -1.457932e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96619 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -14579478.000000 Penalty: 5725.047852
	Iteration 55Q: 3 clusters Score -1.457948e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97089 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -14579556.000000 Penalty: 5725.047852
	Iteration 56Q: 3 clusters Score -1.457956e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97504 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -14579736.000000 Penalty: 5725.047852
	Iteration 57Q: 3 clusters Score -1.457974e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97874 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -14579794.000000 Penalty: 5725.047852
	Iteration 58Q: 3 clusters Score -1.457979e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98200 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -14579900.000000 Penalty: 5725.047852
	Iteration 59Q: 3 clusters Score -1.45799e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98499 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -14579988.000000 Penalty: 5725.047852
	Iteration 60F: 3 clusters Score -1.457999e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98773 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -14580094.000000 Penalty: 5725.047852
	Iteration 61Q: 3 clusters Score -1.458009e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99016 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -14580151.000000 Penalty: 5725.047852
	Iteration 62Q: 3 clusters Score -1.458015e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99208 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -14580226.000000 Penalty: 5725.047852
	Iteration 63Q: 3 clusters Score -1.458023e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99383 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -14580289.000000 Penalty: 5725.047852
	Iteration 64Q: 3 clusters Score -1.458029e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99517 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -14580305.000000 Penalty: 5725.047852
	Iteration 65Q: 3 clusters Score -1.45803e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99653 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -14580339.000000 Penalty: 5725.047852
	Iteration 66Q: 3 clusters Score -1.458034e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99795 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -14580398.000000 Penalty: 5725.047852
	Iteration 67Q: 3 clusters Score -1.45804e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99929 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -14580437.000000 Penalty: 5725.047852
	Iteration 68Q: 3 clusters Score -1.458044e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100024 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -14580486.000000 Penalty: 5725.047852
	Iteration 69Q: 3 clusters Score -1.458049e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100113 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -14580509.000000 Penalty: 5725.047852
	Iteration 70Q: 3 clusters Score -1.458051e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100195 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -14580549.000000 Penalty: 5725.047852
	Iteration 71Q: 3 clusters Score -1.458055e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100264 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -14580573.000000 Penalty: 5725.047852
	Iteration 72Q: 3 clusters Score -1.458057e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100318 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -14580557.000000 Penalty: 5725.047852
	Iteration 73Q: 3 clusters Score -1.458056e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100365 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -14580543.000000 Penalty: 5725.047852
	Iteration 74Q: 3 clusters Score -1.458054e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100397 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -14580532.000000 Penalty: 5725.047852
	Iteration 75Q: 3 clusters Score -1.458053e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100433 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -14580538.000000 Penalty: 5725.047852
	Iteration 76Q: 3 clusters Score -1.458054e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100467 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -14580531.000000 Penalty: 5725.047852
	Iteration 77Q: 3 clusters Score -1.458053e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100508 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -14580531.000000 Penalty: 5725.047852
	Iteration 78Q: 3 clusters Score -1.458053e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100536 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -14580558.000000 Penalty: 5725.047852
	Iteration 79Q: 3 clusters Score -1.458056e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100563 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -14580568.000000 Penalty: 5725.047852
	Iteration 80F: 3 clusters Score -1.458057e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100586 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -14580569.000000 Penalty: 5725.047852
	Iteration 81Q: 3 clusters Score -1.458057e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100608 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -14580588.000000 Penalty: 5725.047852
	Iteration 82Q: 3 clusters Score -1.458059e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100628 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -14580589.000000 Penalty: 5725.047852
	Iteration 83Q: 3 clusters Score -1.458059e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100648 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -14580594.000000 Penalty: 5725.047852
	Iteration 84Q: 3 clusters Score -1.458059e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100668 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -14580607.000000 Penalty: 5725.047852
	Iteration 85Q: 3 clusters Score -1.458061e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100676 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -14580610.000000 Penalty: 5725.047852
	Iteration 86Q: 3 clusters Score -1.458061e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100685 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -14580621.000000 Penalty: 5725.047852
	Iteration 87Q: 3 clusters Score -1.458062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100691 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -14580616.000000 Penalty: 5725.047852
	Iteration 88Q: 3 clusters Score -1.458062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100695 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -14580624.000000 Penalty: 5725.047852
	Iteration 89Q: 3 clusters Score -1.458062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100700 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -14580632.000000 Penalty: 5725.047852
	Iteration 90Q: 3 clusters Score -1.458063e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100706 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -14580629.000000 Penalty: 5725.047852
	Iteration 91Q: 3 clusters Score -1.458063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100711 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -14580626.000000 Penalty: 5725.047852
	Iteration 92Q: 3 clusters Score -1.458063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100715 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -14580632.000000 Penalty: 5725.047852
	Iteration 93Q: 3 clusters Score -1.458063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100717 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -14580628.000000 Penalty: 5725.047852
	Iteration 94Q: 3 clusters Score -1.458063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100720 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -14580634.000000 Penalty: 5725.047852
	Iteration 95Q: 3 clusters Score -1.458063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100724 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -14580630.000000 Penalty: 5725.047852
	Iteration 96Q: 3 clusters Score -1.458063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100726 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -14580628.000000 Penalty: 5725.047852
	Iteration 97Q: 3 clusters Score -1.458063e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100726 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -14580628.000000 Penalty: 5725.047852
	Iteration 98F: 3 clusters Score -1.458063e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Entering Unmasked Estep 
Score: -1210757.750000 Penalty: 2243.158691
	Iteration 0F: 2 clusters Score -1210758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1204016.375000 Penalty: 4486.317383
	Iteration 0F: 3 clusters Score -1204016 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1205875.500000 Penalty: 4486.317383
	Iteration 1F: 3 clusters Score -1205876 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1206116.375000 Penalty: 4486.317383
	Iteration 2F: 3 clusters Score -1206116 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1206292.125000 Penalty: 4486.317383
	Iteration 3Q: 3 clusters Score -1206292 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1206432.375000 Penalty: 4486.317383
	Iteration 4Q: 3 clusters Score -1206432 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1206548.625000 Penalty: 4486.317383
	Iteration 5Q: 3 clusters Score -1206549 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1206675.125000 Penalty: 4486.317383
	Iteration 6Q: 3 clusters Score -1206675 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1206812.125000 Penalty: 4486.317383
	Iteration 7Q: 3 clusters Score -1206812 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1206956.625000 Penalty: 4486.317383
	Iteration 8Q: 3 clusters Score -1206957 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1207128.500000 Penalty: 4486.317383
	Iteration 9Q: 3 clusters Score -1207128 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1207365.625000 Penalty: 4486.317383
	Iteration 10Q: 3 clusters Score -1207366 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1207668.250000 Penalty: 4486.317383
	Iteration 11Q: 3 clusters Score -1207668 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1208001.125000 Penalty: 4486.317383
	Iteration 12Q: 3 clusters Score -1208001 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1208315.625000 Penalty: 4486.317383
	Iteration 13Q: 3 clusters Score -1208316 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1208567.875000 Penalty: 4486.317383
	Iteration 14Q: 3 clusters Score -1208568 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1208736.000000 Penalty: 4486.317383
	Iteration 15Q: 3 clusters Score -1208736 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1208857.625000 Penalty: 4486.317383
	Iteration 16Q: 3 clusters Score -1208858 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1208922.625000 Penalty: 4486.317383
	Iteration 17Q: 3 clusters Score -1208923 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1208976.375000 Penalty: 4486.317383
	Iteration 18Q: 3 clusters Score -1208976 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1209027.000000 Penalty: 4486.317383
	Iteration 19Q: 3 clusters Score -1209027 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1209080.625000 Penalty: 4486.317383
	Iteration 20F: 3 clusters Score -1209081 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1209106.250000 Penalty: 4486.317383
	Iteration 21Q: 3 clusters Score -1209106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1209116.750000 Penalty: 4486.317383
	Iteration 22Q: 3 clusters Score -1209117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1209123.250000 Penalty: 4486.317383
	Iteration 23Q: 3 clusters Score -1209123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1209124.625000 Penalty: 4486.317383
	Iteration 24Q: 3 clusters Score -1209125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1209129.750000 Penalty: 4486.317383
	Iteration 25Q: 3 clusters Score -1209130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1209132.125000 Penalty: 4486.317383
	Iteration 26Q: 3 clusters Score -1209132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1209134.125000 Penalty: 4486.317383
	Iteration 27Q: 3 clusters Score -1209134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1209136.625000 Penalty: 4486.317383
	Iteration 28Q: 3 clusters Score -1209137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1209139.250000 Penalty: 4486.317383
	Iteration 29Q: 3 clusters Score -1209139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1209140.625000 Penalty: 4486.317383
	Iteration 30Q: 3 clusters Score -1209141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1209146.250000 Penalty: 4486.317383
	Iteration 31Q: 3 clusters Score -1209146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1209151.000000 Penalty: 4486.317383
	Iteration 32Q: 3 clusters Score -1209151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1209153.125000 Penalty: 4486.317383
	Iteration 33Q: 3 clusters Score -1209153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1209158.250000 Penalty: 4486.317383
	Iteration 34Q: 3 clusters Score -1209158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1209159.250000 Penalty: 4486.317383
	Iteration 35Q: 3 clusters Score -1209159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1209162.125000 Penalty: 4486.317383
	Iteration 36Q: 3 clusters Score -1209162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1209163.250000 Penalty: 4486.317383
	Iteration 37Q: 3 clusters Score -1209163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1209163.250000 Penalty: 4486.317383
	Iteration 38F: 3 clusters Score -1209163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -76221.687500 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -76221.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -74602.851562 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -74602.85 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -75002.234375 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -75002.23 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -75254.539062 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -75254.54 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -75597.773438 Penalty: 3199.433350
	Iteration 3F: 3 clusters Score -75597.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -75887.031250 Penalty: 3199.433350
	Iteration 4F: 3 clusters Score -75887.03 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -76113.031250 Penalty: 3199.433350
	Iteration 5F: 3 clusters Score -76113.03 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -76480.625000 Penalty: 3199.433350
	Iteration 6F: 3 clusters Score -76480.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -76793.656250 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -76793.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -77163.820312 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -77163.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -77659.648438 Penalty: 3199.433350
	Iteration 9Q: 3 clusters Score -77659.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -77907.304688 Penalty: 3199.433350
	Iteration 10Q: 3 clusters Score -77907.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -77907.304688 Penalty: 3199.433350
	Iteration 11F: 3 clusters Score -77907.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103461 members 
Mstep: Class 2 contains 35045 members 
Mstep: Class 3 contains 32761 members 
Mstep: Class 4 contains 116119 members 
Mstep: Class 5 contains 46459 members 
Mstep: Class 6 contains 170446 members 
Mstep: Class 7 contains 32789 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68166 members 
Mstep: Class 10 contains 7928 members 
Mstep: Class 11 contains 3170 members 
Mstep: Class 12 contains 3986 members 
Mstep: Class 13 contains 160407 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24566 members 
Mstep: Class 18 contains 20939 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2511 members 
Mstep: Class 21 contains 102995 members 
Mstep: Class 22 contains 8476 members 
Mstep: Class 23 contains 337 members 
Mstep: Class 24 contains 14341 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Mstep: Class 29 contains 296 members 
Entering Unmasked Estep 
Score: -132686976.000000 Penalty: 99075.648438
Splitting cluster 23 changes total score from -132686976.000000 to -132686976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (14341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Entering Unmasked Estep 
Score: -2035430.750000 Penalty: 2373.577637
	Iteration 0F: 2 clusters Score -2035431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -2024999.875000 Penalty: 4747.155273
	Iteration 0F: 3 clusters Score -2025000 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2028341.625000 Penalty: 4747.155273
	Iteration 1F: 3 clusters Score -2028342 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -2028686.875000 Penalty: 4747.155273
	Iteration 2F: 3 clusters Score -2028687 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -2028922.750000 Penalty: 4747.155273
	Iteration 3Q: 3 clusters Score -2028923 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -2029132.875000 Penalty: 4747.155273
	Iteration 4Q: 3 clusters Score -2029133 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -2029314.625000 Penalty: 4747.155273
	Iteration 5Q: 3 clusters Score -2029315 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -2029478.125000 Penalty: 4747.155273
	Iteration 6Q: 3 clusters Score -2029478 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -2029674.625000 Penalty: 4747.155273
	Iteration 7Q: 3 clusters Score -2029675 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -2029918.000000 Penalty: 4747.155273
	Iteration 8Q: 3 clusters Score -2029918 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -2030244.750000 Penalty: 4747.155273
	Iteration 9Q: 3 clusters Score -2030245 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2030698.750000 Penalty: 4747.155273
	Iteration 10Q: 3 clusters Score -2030699 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2031254.125000 Penalty: 4747.155273
	Iteration 11F: 3 clusters Score -2031254 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2031791.250000 Penalty: 4747.155273
	Iteration 12Q: 3 clusters Score -2031791 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2032232.625000 Penalty: 4747.155273
	Iteration 13Q: 3 clusters Score -2032233 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2032599.500000 Penalty: 4747.155273
	Iteration 14Q: 3 clusters Score -2032600 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2032851.125000 Penalty: 4747.155273
	Iteration 15Q: 3 clusters Score -2032851 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2033013.875000 Penalty: 4747.155273
	Iteration 16Q: 3 clusters Score -2033014 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2033119.500000 Penalty: 4747.155273
	Iteration 17Q: 3 clusters Score -2033120 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2033179.750000 Penalty: 4747.155273
	Iteration 18Q: 3 clusters Score -2033180 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2033226.625000 Penalty: 4747.155273
	Iteration 19Q: 3 clusters Score -2033227 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2033270.500000 Penalty: 4747.155273
	Iteration 20F: 3 clusters Score -2033270 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2033296.250000 Penalty: 4747.155273
	Iteration 21Q: 3 clusters Score -2033296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2033309.125000 Penalty: 4747.155273
	Iteration 22Q: 3 clusters Score -2033309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2033317.000000 Penalty: 4747.155273
	Iteration 23Q: 3 clusters Score -2033317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2033319.875000 Penalty: 4747.155273
	Iteration 24Q: 3 clusters Score -2033320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2033329.375000 Penalty: 4747.155273
	Iteration 25Q: 3 clusters Score -2033329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2033331.500000 Penalty: 4747.155273
	Iteration 26Q: 3 clusters Score -2033332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2033336.625000 Penalty: 4747.155273
	Iteration 27Q: 3 clusters Score -2033337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2033339.250000 Penalty: 4747.155273
	Iteration 28Q: 3 clusters Score -2033339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2033342.875000 Penalty: 4747.155273
	Iteration 29Q: 3 clusters Score -2033343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2033349.250000 Penalty: 4747.155273
	Iteration 30Q: 3 clusters Score -2033349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2033350.625000 Penalty: 4747.155273
	Iteration 31Q: 3 clusters Score -2033351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2033352.375000 Penalty: 4747.155273
	Iteration 32Q: 3 clusters Score -2033352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2033352.625000 Penalty: 4747.155273
	Iteration 33Q: 3 clusters Score -2033353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2033352.625000 Penalty: 4747.155273
	Iteration 34F: 3 clusters Score -2033353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -16338.313477 Penalty: 1270.743042
	Iteration 0F: 2 clusters Score -16338.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -15353.572266 Penalty: 2541.486084
	Iteration 0F: 3 clusters Score -15353.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15443.203125 Penalty: 2541.486084
	Iteration 1F: 3 clusters Score -15443.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15456.674805 Penalty: 2541.486084
	Iteration 2Q: 3 clusters Score -15456.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15456.674805 Penalty: 2541.486084
	Iteration 3F: 3 clusters Score -15456.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -79918.375000 Penalty: 1584.779663
	Iteration 0F: 2 clusters Score -79918.38 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 306 members 
Entering Unmasked Estep 
Score: -78311.804688 Penalty: 3169.559326
	Iteration 0F: 3 clusters Score -78311.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -78502.375000 Penalty: 3169.559326
	Iteration 1F: 3 clusters Score -78502.38 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -78582.031250 Penalty: 3169.559326
	Iteration 2F: 3 clusters Score -78582.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -78637.757812 Penalty: 3169.559326
	Iteration 3Q: 3 clusters Score -78637.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -78677.453125 Penalty: 3169.559326
	Iteration 4Q: 3 clusters Score -78677.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -78693.382812 Penalty: 3169.559326
	Iteration 5Q: 3 clusters Score -78693.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -78703.804688 Penalty: 3169.559326
	Iteration 6Q: 3 clusters Score -78703.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -78711.023438 Penalty: 3169.559326
	Iteration 7Q: 3 clusters Score -78711.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -78712.875000 Penalty: 3169.559326
	Iteration 8Q: 3 clusters Score -78712.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -78712.875000 Penalty: 3169.559326
	Iteration 9F: 3 clusters Score -78712.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -40719.484375 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -40719.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -39456.179688 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -39456.18 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39682.039062 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -39682.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39833.976562 Penalty: 2923.623779
	Iteration 2F: 3 clusters Score -39833.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -39910.996094 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -39911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -39972.242188 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -39972.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -40009.097656 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -40009.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -40046.281250 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -40046.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -40093.250000 Penalty: 2923.623779
	Iteration 7Q: 3 clusters Score -40093.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -40139.457031 Penalty: 2923.623779
	Iteration 8Q: 3 clusters Score -40139.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -40176.906250 Penalty: 2923.623779
	Iteration 9Q: 3 clusters Score -40176.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -40211.062500 Penalty: 2923.623779
	Iteration 10Q: 3 clusters Score -40211.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -40233.144531 Penalty: 2923.623779
	Iteration 11Q: 3 clusters Score -40233.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -40251.328125 Penalty: 2923.623779
	Iteration 12Q: 3 clusters Score -40251.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -40265.285156 Penalty: 2923.623779
	Iteration 13Q: 3 clusters Score -40265.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -40265.285156 Penalty: 2923.623779
	Iteration 14F: 3 clusters Score -40265.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Entering Unmasked Estep 
Score: -11172.271484 Penalty: 1163.454346
	Iteration 0F: 2 clusters Score -11172.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -10380.121094 Penalty: 2326.908691
	Iteration 0F: 3 clusters Score -10380.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -10398.345703 Penalty: 2326.908691
	Iteration 1Q: 3 clusters Score -10398.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -10398.345703 Penalty: 2326.908691
	Iteration 2F: 3 clusters Score -10398.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103461 members 
Mstep: Class 2 contains 35045 members 
Mstep: Class 3 contains 32761 members 
Mstep: Class 4 contains 116119 members 
Mstep: Class 5 contains 46459 members 
Mstep: Class 6 contains 170446 members 
Mstep: Class 7 contains 32789 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68166 members 
Mstep: Class 10 contains 7928 members 
Mstep: Class 11 contains 3170 members 
Mstep: Class 12 contains 3986 members 
Mstep: Class 13 contains 160407 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24566 members 
Mstep: Class 18 contains 20939 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2511 members 
Mstep: Class 21 contains 102995 members 
Mstep: Class 22 contains 8476 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14341 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687104.000000 Penalty: 95659.250000
Iteration 159Q: 29 clusters Score -1.326871e+08 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103453 members 
Mstep: Class 2 contains 35040 members 
Mstep: Class 3 contains 32762 members 
Mstep: Class 4 contains 116129 members 
Mstep: Class 5 contains 46466 members 
Mstep: Class 6 contains 170432 members 
Mstep: Class 7 contains 32783 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68168 members 
Mstep: Class 10 contains 7927 members 
Mstep: Class 11 contains 3171 members 
Mstep: Class 12 contains 3986 members 
Mstep: Class 13 contains 160419 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24554 members 
Mstep: Class 18 contains 20932 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 102971 members 
Mstep: Class 22 contains 8482 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14377 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687144.000000 Penalty: 95659.250000
Iteration 160F: 29 clusters Score -1.326871e+08 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103456 members 
Mstep: Class 2 contains 35031 members 
Mstep: Class 3 contains 32763 members 
Mstep: Class 4 contains 116139 members 
Mstep: Class 5 contains 46467 members 
Mstep: Class 6 contains 170432 members 
Mstep: Class 7 contains 32771 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68170 members 
Mstep: Class 10 contains 7928 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3986 members 
Mstep: Class 13 contains 160410 members 
Mstep: Class 14 contains 599 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24547 members 
Mstep: Class 18 contains 20926 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 102942 members 
Mstep: Class 22 contains 8498 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14415 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687072.000000 Penalty: 95659.250000
Iteration 161Q: 29 clusters Score -1.326871e+08 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103473 members 
Mstep: Class 2 contains 35023 members 
Mstep: Class 3 contains 32759 members 
Mstep: Class 4 contains 116140 members 
Mstep: Class 5 contains 46469 members 
Mstep: Class 6 contains 170453 members 
Mstep: Class 7 contains 32760 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68169 members 
Mstep: Class 10 contains 7929 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3986 members 
Mstep: Class 13 contains 160410 members 
Mstep: Class 14 contains 599 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24533 members 
Mstep: Class 18 contains 20923 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2514 members 
Mstep: Class 21 contains 102899 members 
Mstep: Class 22 contains 8506 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14448 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687000.000000 Penalty: 95659.250000
Iteration 162Q: 29 clusters Score -1.32687e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103482 members 
Mstep: Class 2 contains 35008 members 
Mstep: Class 3 contains 32756 members 
Mstep: Class 4 contains 116137 members 
Mstep: Class 5 contains 46472 members 
Mstep: Class 6 contains 170461 members 
Mstep: Class 7 contains 32756 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68172 members 
Mstep: Class 10 contains 7931 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3986 members 
Mstep: Class 13 contains 160428 members 
Mstep: Class 14 contains 599 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24534 members 
Mstep: Class 18 contains 20918 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2514 members 
Mstep: Class 21 contains 102853 members 
Mstep: Class 22 contains 8512 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14474 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132686888.000000 Penalty: 95659.250000
Iteration 163Q: 29 clusters Score -1.326869e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103476 members 
Mstep: Class 2 contains 34996 members 
Mstep: Class 3 contains 32759 members 
Mstep: Class 4 contains 116137 members 
Mstep: Class 5 contains 46478 members 
Mstep: Class 6 contains 170437 members 
Mstep: Class 7 contains 32757 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68168 members 
Mstep: Class 10 contains 7936 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3986 members 
Mstep: Class 13 contains 160464 members 
Mstep: Class 14 contains 599 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24526 members 
Mstep: Class 18 contains 20921 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2514 members 
Mstep: Class 21 contains 102819 members 
Mstep: Class 22 contains 8513 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14507 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687088.000000 Penalty: 95659.250000
Iteration 164Q: 29 clusters Score -1.326871e+08 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103497 members 
Mstep: Class 2 contains 34986 members 
Mstep: Class 3 contains 32759 members 
Mstep: Class 4 contains 116145 members 
Mstep: Class 5 contains 46477 members 
Mstep: Class 6 contains 170385 members 
Mstep: Class 7 contains 32762 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68167 members 
Mstep: Class 10 contains 7936 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3986 members 
Mstep: Class 13 contains 160502 members 
Mstep: Class 14 contains 599 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24513 members 
Mstep: Class 18 contains 20918 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 102786 members 
Mstep: Class 22 contains 8523 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14539 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687136.000000 Penalty: 95659.250000
Iteration 165Q: 29 clusters Score -1.326871e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103511 members 
Mstep: Class 2 contains 34978 members 
Mstep: Class 3 contains 32773 members 
Mstep: Class 4 contains 116142 members 
Mstep: Class 5 contains 46479 members 
Mstep: Class 6 contains 170367 members 
Mstep: Class 7 contains 32768 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68163 members 
Mstep: Class 10 contains 7935 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3986 members 
Mstep: Class 13 contains 160512 members 
Mstep: Class 14 contains 599 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24510 members 
Mstep: Class 18 contains 20916 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2512 members 
Mstep: Class 21 contains 102765 members 
Mstep: Class 22 contains 8522 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14555 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687168.000000 Penalty: 95659.250000
Iteration 166Q: 29 clusters Score -1.326872e+08 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103519 members 
Mstep: Class 2 contains 34973 members 
Mstep: Class 3 contains 32778 members 
Mstep: Class 4 contains 116143 members 
Mstep: Class 5 contains 46484 members 
Mstep: Class 6 contains 170353 members 
Mstep: Class 7 contains 32770 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68162 members 
Mstep: Class 10 contains 7936 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3986 members 
Mstep: Class 13 contains 160521 members 
Mstep: Class 14 contains 599 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24510 members 
Mstep: Class 18 contains 20906 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2512 members 
Mstep: Class 21 contains 102737 members 
Mstep: Class 22 contains 8524 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14580 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687296.000000 Penalty: 95659.250000
Iteration 167Q: 29 clusters Score -1.326873e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103531 members 
Mstep: Class 2 contains 34960 members 
Mstep: Class 3 contains 32781 members 
Mstep: Class 4 contains 116135 members 
Mstep: Class 5 contains 46486 members 
Mstep: Class 6 contains 170331 members 
Mstep: Class 7 contains 32767 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68164 members 
Mstep: Class 10 contains 7935 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3986 members 
Mstep: Class 13 contains 160565 members 
Mstep: Class 14 contains 599 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24505 members 
Mstep: Class 18 contains 20910 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2512 members 
Mstep: Class 21 contains 102713 members 
Mstep: Class 22 contains 8525 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14588 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687216.000000 Penalty: 95659.250000
Iteration 168Q: 29 clusters Score -1.326872e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103543 members 
Mstep: Class 2 contains 34957 members 
Mstep: Class 3 contains 32786 members 
Mstep: Class 4 contains 116134 members 
Mstep: Class 5 contains 46489 members 
Mstep: Class 6 contains 170310 members 
Mstep: Class 7 contains 32767 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68162 members 
Mstep: Class 10 contains 7938 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3986 members 
Mstep: Class 13 contains 160579 members 
Mstep: Class 14 contains 599 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24500 members 
Mstep: Class 18 contains 20909 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2512 members 
Mstep: Class 21 contains 102692 members 
Mstep: Class 22 contains 8531 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14599 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687128.000000 Penalty: 95659.250000
Iteration 169Q: 29 clusters Score -1.326871e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103544 members 
Mstep: Class 2 contains 34955 members 
Mstep: Class 3 contains 32774 members 
Mstep: Class 4 contains 116139 members 
Mstep: Class 5 contains 46494 members 
Mstep: Class 6 contains 170304 members 
Mstep: Class 7 contains 32766 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68162 members 
Mstep: Class 10 contains 7939 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3986 members 
Mstep: Class 13 contains 160604 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24497 members 
Mstep: Class 18 contains 20906 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 102668 members 
Mstep: Class 22 contains 8535 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14607 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687072.000000 Penalty: 95659.250000
Iteration 170Q: 29 clusters Score -1.326871e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103530 members 
Mstep: Class 2 contains 34962 members 
Mstep: Class 3 contains 32772 members 
Mstep: Class 4 contains 116141 members 
Mstep: Class 5 contains 46493 members 
Mstep: Class 6 contains 170304 members 
Mstep: Class 7 contains 32771 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68163 members 
Mstep: Class 10 contains 7943 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3986 members 
Mstep: Class 13 contains 160610 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24492 members 
Mstep: Class 18 contains 20903 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2514 members 
Mstep: Class 21 contains 102650 members 
Mstep: Class 22 contains 8540 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14619 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687176.000000 Penalty: 95659.250000
Iteration 171Q: 29 clusters Score -1.326872e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103525 members 
Mstep: Class 2 contains 34960 members 
Mstep: Class 3 contains 32765 members 
Mstep: Class 4 contains 116142 members 
Mstep: Class 5 contains 46494 members 
Mstep: Class 6 contains 170281 members 
Mstep: Class 7 contains 32772 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68158 members 
Mstep: Class 10 contains 7943 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3986 members 
Mstep: Class 13 contains 160643 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24491 members 
Mstep: Class 18 contains 20902 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2514 members 
Mstep: Class 21 contains 102645 members 
Mstep: Class 22 contains 8542 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14629 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687120.000000 Penalty: 95659.250000
Iteration 172Q: 29 clusters Score -1.326871e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103515 members 
Mstep: Class 2 contains 34955 members 
Mstep: Class 3 contains 32766 members 
Mstep: Class 4 contains 116143 members 
Mstep: Class 5 contains 46495 members 
Mstep: Class 6 contains 170291 members 
Mstep: Class 7 contains 32769 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68154 members 
Mstep: Class 10 contains 7942 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3985 members 
Mstep: Class 13 contains 160658 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24489 members 
Mstep: Class 18 contains 20903 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2514 members 
Mstep: Class 21 contains 102631 members 
Mstep: Class 22 contains 8546 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14636 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687072.000000 Penalty: 95659.250000
Iteration 173Q: 29 clusters Score -1.326871e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103524 members 
Mstep: Class 2 contains 34954 members 
Mstep: Class 3 contains 32768 members 
Mstep: Class 4 contains 116145 members 
Mstep: Class 5 contains 46495 members 
Mstep: Class 6 contains 170272 members 
Mstep: Class 7 contains 32772 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68158 members 
Mstep: Class 10 contains 7945 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3985 members 
Mstep: Class 13 contains 160663 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24485 members 
Mstep: Class 18 contains 20903 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 102624 members 
Mstep: Class 22 contains 8544 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14642 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687096.000000 Penalty: 95659.250000
Iteration 174Q: 29 clusters Score -1.326871e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103523 members 
Mstep: Class 2 contains 34961 members 
Mstep: Class 3 contains 32770 members 
Mstep: Class 4 contains 116149 members 
Mstep: Class 5 contains 46495 members 
Mstep: Class 6 contains 170271 members 
Mstep: Class 7 contains 32775 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68165 members 
Mstep: Class 10 contains 7943 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160667 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24480 members 
Mstep: Class 18 contains 20900 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 102605 members 
Mstep: Class 22 contains 8545 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14646 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687200.000000 Penalty: 95659.250000
Iteration 175Q: 29 clusters Score -1.326872e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103519 members 
Mstep: Class 2 contains 34967 members 
Mstep: Class 3 contains 32772 members 
Mstep: Class 4 contains 116157 members 
Mstep: Class 5 contains 46498 members 
Mstep: Class 6 contains 170263 members 
Mstep: Class 7 contains 32768 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68172 members 
Mstep: Class 10 contains 7944 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160670 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24478 members 
Mstep: Class 18 contains 20899 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2512 members 
Mstep: Class 21 contains 102591 members 
Mstep: Class 22 contains 8546 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14652 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687080.000000 Penalty: 95659.250000
Iteration 176Q: 29 clusters Score -1.326871e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103513 members 
Mstep: Class 2 contains 34971 members 
Mstep: Class 3 contains 32773 members 
Mstep: Class 4 contains 116160 members 
Mstep: Class 5 contains 46498 members 
Mstep: Class 6 contains 170245 members 
Mstep: Class 7 contains 32761 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68177 members 
Mstep: Class 10 contains 7947 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160690 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24478 members 
Mstep: Class 18 contains 20896 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2512 members 
Mstep: Class 21 contains 102582 members 
Mstep: Class 22 contains 8547 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14658 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687064.000000 Penalty: 95659.250000
Iteration 177Q: 29 clusters Score -1.326871e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103513 members 
Mstep: Class 2 contains 34971 members 
Mstep: Class 3 contains 32776 members 
Mstep: Class 4 contains 116164 members 
Mstep: Class 5 contains 46498 members 
Mstep: Class 6 contains 170242 members 
Mstep: Class 7 contains 32754 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68174 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160694 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24474 members 
Mstep: Class 18 contains 20893 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 102576 members 
Mstep: Class 22 contains 8553 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14664 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687080.000000 Penalty: 95659.250000
Iteration 178Q: 29 clusters Score -1.326871e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103523 members 
Mstep: Class 2 contains 34966 members 
Mstep: Class 3 contains 32779 members 
Mstep: Class 4 contains 116163 members 
Mstep: Class 5 contains 46500 members 
Mstep: Class 6 contains 170239 members 
Mstep: Class 7 contains 32748 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68179 members 
Mstep: Class 10 contains 7954 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160694 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24468 members 
Mstep: Class 18 contains 20891 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 102563 members 
Mstep: Class 22 contains 8557 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14671 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687152.000000 Penalty: 95659.250000
Iteration 179Q: 29 clusters Score -1.326872e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103526 members 
Mstep: Class 2 contains 34964 members 
Mstep: Class 3 contains 32778 members 
Mstep: Class 4 contains 116154 members 
Mstep: Class 5 contains 46500 members 
Mstep: Class 6 contains 170254 members 
Mstep: Class 7 contains 32747 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68178 members 
Mstep: Class 10 contains 7954 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160676 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24465 members 
Mstep: Class 18 contains 20892 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 102556 members 
Mstep: Class 22 contains 8562 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14689 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687184.000000 Penalty: 95659.250000
Iteration 180F: 29 clusters Score -1.326872e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103530 members 
Mstep: Class 2 contains 34971 members 
Mstep: Class 3 contains 32779 members 
Mstep: Class 4 contains 116159 members 
Mstep: Class 5 contains 46501 members 
Mstep: Class 6 contains 170256 members 
Mstep: Class 7 contains 32737 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68179 members 
Mstep: Class 10 contains 7953 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160655 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24457 members 
Mstep: Class 18 contains 20892 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 102549 members 
Mstep: Class 22 contains 8569 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14709 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687048.000000 Penalty: 95659.250000
Iteration 181Q: 29 clusters Score -1.32687e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103524 members 
Mstep: Class 2 contains 34980 members 
Mstep: Class 3 contains 32783 members 
Mstep: Class 4 contains 116167 members 
Mstep: Class 5 contains 46502 members 
Mstep: Class 6 contains 170247 members 
Mstep: Class 7 contains 32735 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68179 members 
Mstep: Class 10 contains 7956 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160661 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24445 members 
Mstep: Class 18 contains 20889 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 102537 members 
Mstep: Class 22 contains 8573 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14719 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687056.000000 Penalty: 95659.250000
Iteration 182Q: 29 clusters Score -1.326871e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103520 members 
Mstep: Class 2 contains 34979 members 
Mstep: Class 3 contains 32787 members 
Mstep: Class 4 contains 116174 members 
Mstep: Class 5 contains 46503 members 
Mstep: Class 6 contains 170232 members 
Mstep: Class 7 contains 32729 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68185 members 
Mstep: Class 10 contains 7961 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160658 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24440 members 
Mstep: Class 18 contains 20887 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 102533 members 
Mstep: Class 22 contains 8580 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14729 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687024.000000 Penalty: 95659.250000
Iteration 183Q: 29 clusters Score -1.32687e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103522 members 
Mstep: Class 2 contains 34981 members 
Mstep: Class 3 contains 32783 members 
Mstep: Class 4 contains 116178 members 
Mstep: Class 5 contains 46502 members 
Mstep: Class 6 contains 170216 members 
Mstep: Class 7 contains 32731 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68189 members 
Mstep: Class 10 contains 7965 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160649 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24438 members 
Mstep: Class 18 contains 20887 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2514 members 
Mstep: Class 21 contains 102533 members 
Mstep: Class 22 contains 8580 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14742 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687080.000000 Penalty: 95659.250000
Iteration 184Q: 29 clusters Score -1.326871e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103519 members 
Mstep: Class 2 contains 34984 members 
Mstep: Class 3 contains 32786 members 
Mstep: Class 4 contains 116179 members 
Mstep: Class 5 contains 46504 members 
Mstep: Class 6 contains 170208 members 
Mstep: Class 7 contains 32733 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68186 members 
Mstep: Class 10 contains 7970 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160642 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24434 members 
Mstep: Class 18 contains 20885 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2514 members 
Mstep: Class 21 contains 102535 members 
Mstep: Class 22 contains 8580 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14751 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687128.000000 Penalty: 95659.250000
Iteration 185Q: 29 clusters Score -1.326871e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103530 members 
Mstep: Class 2 contains 34986 members 
Mstep: Class 3 contains 32785 members 
Mstep: Class 4 contains 116180 members 
Mstep: Class 5 contains 46505 members 
Mstep: Class 6 contains 170203 members 
Mstep: Class 7 contains 32728 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68185 members 
Mstep: Class 10 contains 7969 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160620 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24437 members 
Mstep: Class 18 contains 20885 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 102536 members 
Mstep: Class 22 contains 8585 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14763 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687192.000000 Penalty: 95659.250000
Iteration 186Q: 29 clusters Score -1.326872e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103523 members 
Mstep: Class 2 contains 34988 members 
Mstep: Class 3 contains 32783 members 
Mstep: Class 4 contains 116176 members 
Mstep: Class 5 contains 46505 members 
Mstep: Class 6 contains 170218 members 
Mstep: Class 7 contains 32728 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68184 members 
Mstep: Class 10 contains 7970 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160598 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24438 members 
Mstep: Class 18 contains 20883 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2511 members 
Mstep: Class 21 contains 102540 members 
Mstep: Class 22 contains 8591 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14774 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687152.000000 Penalty: 95659.250000
Iteration 187Q: 29 clusters Score -1.326872e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103510 members 
Mstep: Class 2 contains 34994 members 
Mstep: Class 3 contains 32783 members 
Mstep: Class 4 contains 116180 members 
Mstep: Class 5 contains 46503 members 
Mstep: Class 6 contains 170230 members 
Mstep: Class 7 contains 32724 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68188 members 
Mstep: Class 10 contains 7965 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160579 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24440 members 
Mstep: Class 18 contains 20882 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2512 members 
Mstep: Class 21 contains 102540 members 
Mstep: Class 22 contains 8591 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14788 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687264.000000 Penalty: 95659.250000
Iteration 188Q: 29 clusters Score -1.326873e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103518 members 
Mstep: Class 2 contains 34994 members 
Mstep: Class 3 contains 32778 members 
Mstep: Class 4 contains 116183 members 
Mstep: Class 5 contains 46504 members 
Mstep: Class 6 contains 170225 members 
Mstep: Class 7 contains 32725 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68193 members 
Mstep: Class 10 contains 7962 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160562 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24434 members 
Mstep: Class 18 contains 20881 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2512 members 
Mstep: Class 21 contains 102538 members 
Mstep: Class 22 contains 8599 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14801 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687280.000000 Penalty: 95659.250000
Iteration 189Q: 29 clusters Score -1.326873e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103526 members 
Mstep: Class 2 contains 34989 members 
Mstep: Class 3 contains 32778 members 
Mstep: Class 4 contains 116179 members 
Mstep: Class 5 contains 46506 members 
Mstep: Class 6 contains 170226 members 
Mstep: Class 7 contains 32728 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68193 members 
Mstep: Class 10 contains 7959 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160571 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24421 members 
Mstep: Class 18 contains 20880 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2512 members 
Mstep: Class 21 contains 102531 members 
Mstep: Class 22 contains 8604 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14806 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687248.000000 Penalty: 95659.250000
Iteration 190Q: 29 clusters Score -1.326872e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103525 members 
Mstep: Class 2 contains 34987 members 
Mstep: Class 3 contains 32781 members 
Mstep: Class 4 contains 116185 members 
Mstep: Class 5 contains 46506 members 
Mstep: Class 6 contains 170216 members 
Mstep: Class 7 contains 32723 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68192 members 
Mstep: Class 10 contains 7958 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160574 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24412 members 
Mstep: Class 18 contains 20878 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2512 members 
Mstep: Class 21 contains 102534 members 
Mstep: Class 22 contains 8613 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14812 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687288.000000 Penalty: 95659.250000
Iteration 191Q: 29 clusters Score -1.326873e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103530 members 
Mstep: Class 2 contains 34987 members 
Mstep: Class 3 contains 32775 members 
Mstep: Class 4 contains 116186 members 
Mstep: Class 5 contains 46506 members 
Mstep: Class 6 contains 170196 members 
Mstep: Class 7 contains 32722 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68194 members 
Mstep: Class 10 contains 7955 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160588 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24407 members 
Mstep: Class 18 contains 20877 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 102537 members 
Mstep: Class 22 contains 8619 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14817 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687272.000000 Penalty: 95659.250000
Iteration 192Q: 29 clusters Score -1.326873e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103534 members 
Mstep: Class 2 contains 34986 members 
Mstep: Class 3 contains 32771 members 
Mstep: Class 4 contains 116184 members 
Mstep: Class 5 contains 46509 members 
Mstep: Class 6 contains 170181 members 
Mstep: Class 7 contains 32725 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68188 members 
Mstep: Class 10 contains 7953 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160614 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24405 members 
Mstep: Class 18 contains 20876 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 102523 members 
Mstep: Class 22 contains 8625 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14822 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687192.000000 Penalty: 95659.250000
Iteration 193Q: 29 clusters Score -1.326872e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103540 members 
Mstep: Class 2 contains 34983 members 
Mstep: Class 3 contains 32767 members 
Mstep: Class 4 contains 116187 members 
Mstep: Class 5 contains 46512 members 
Mstep: Class 6 contains 170143 members 
Mstep: Class 7 contains 32727 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68188 members 
Mstep: Class 10 contains 7953 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160651 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24399 members 
Mstep: Class 18 contains 20873 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 102518 members 
Mstep: Class 22 contains 8628 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14827 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687240.000000 Penalty: 95659.250000
Iteration 194Q: 29 clusters Score -1.326872e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103555 members 
Mstep: Class 2 contains 34982 members 
Mstep: Class 3 contains 32761 members 
Mstep: Class 4 contains 116189 members 
Mstep: Class 5 contains 46516 members 
Mstep: Class 6 contains 170095 members 
Mstep: Class 7 contains 32728 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68193 members 
Mstep: Class 10 contains 7953 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160678 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24396 members 
Mstep: Class 18 contains 20873 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 102511 members 
Mstep: Class 22 contains 8633 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14832 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687296.000000 Penalty: 95659.250000
Iteration 195Q: 29 clusters Score -1.326873e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103563 members 
Mstep: Class 2 contains 34983 members 
Mstep: Class 3 contains 32759 members 
Mstep: Class 4 contains 116195 members 
Mstep: Class 5 contains 46517 members 
Mstep: Class 6 contains 170074 members 
Mstep: Class 7 contains 32725 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68199 members 
Mstep: Class 10 contains 7955 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160688 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24390 members 
Mstep: Class 18 contains 20872 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 102501 members 
Mstep: Class 22 contains 8636 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14838 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687112.000000 Penalty: 95659.250000
Iteration 196Q: 29 clusters Score -1.326871e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103563 members 
Mstep: Class 2 contains 34981 members 
Mstep: Class 3 contains 32760 members 
Mstep: Class 4 contains 116200 members 
Mstep: Class 5 contains 46521 members 
Mstep: Class 6 contains 170046 members 
Mstep: Class 7 contains 32731 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68199 members 
Mstep: Class 10 contains 7953 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160708 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24384 members 
Mstep: Class 18 contains 20871 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 102495 members 
Mstep: Class 22 contains 8638 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14845 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687352.000000 Penalty: 95659.250000
Iteration 197Q: 29 clusters Score -1.326874e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103564 members 
Mstep: Class 2 contains 34983 members 
Mstep: Class 3 contains 32760 members 
Mstep: Class 4 contains 116205 members 
Mstep: Class 5 contains 46522 members 
Mstep: Class 6 contains 170017 members 
Mstep: Class 7 contains 32726 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68199 members 
Mstep: Class 10 contains 7952 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160749 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24374 members 
Mstep: Class 18 contains 20871 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 102485 members 
Mstep: Class 22 contains 8638 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14850 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687352.000000 Penalty: 95659.250000
Iteration 198Q: 29 clusters Score -1.326874e+08 nChanged 265
Entering ConstructFrom: 
Score: -132687352.000000 Penalty: 95659.250000
Entering ConstructFrom: 
Trying to split cluster 1 (103561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103561 members 
Entering Unmasked Estep 
Score: -14680857.000000 Penalty: 2863.883301
	Iteration 0F: 2 clusters Score -1.468086e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51959 members 
Mstep: Class 2 contains 51602 members 
Entering Unmasked Estep 
Score: -14612755.000000 Penalty: 5727.766602
	Iteration 0F: 3 clusters Score -1.461276e+07 nChanged 49107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53918 members 
Mstep: Class 2 contains 49643 members 
Entering Unmasked Estep 
Score: -14640803.000000 Penalty: 5727.766602
	Iteration 1F: 3 clusters Score -1.46408e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55169 members 
Mstep: Class 2 contains 48392 members 
Entering Unmasked Estep 
Score: -14641524.000000 Penalty: 5727.766602
	Iteration 2Q: 3 clusters Score -1.464152e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57006 members 
Mstep: Class 2 contains 46555 members 
Entering Unmasked Estep 
Score: -14642506.000000 Penalty: 5727.766602
	Iteration 3Q: 3 clusters Score -1.464251e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59756 members 
Mstep: Class 2 contains 43805 members 
Entering Unmasked Estep 
Score: -14643741.000000 Penalty: 5727.766602
	Iteration 4Q: 3 clusters Score -1.464374e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63874 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -14645933.000000 Penalty: 5727.766602
	Iteration 5Q: 3 clusters Score -1.464593e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69703 members 
Mstep: Class 2 contains 33858 members 
Entering Unmasked Estep 
Score: -14649595.000000 Penalty: 5727.766602
	Iteration 6F: 3 clusters Score -1.46496e+07 nChanged 7802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77387 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -14655579.000000 Penalty: 5727.766602
	Iteration 7F: 3 clusters Score -1.465558e+07 nChanged 8745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86102 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -14663436.000000 Penalty: 5727.766602
	Iteration 8F: 3 clusters Score -1.466344e+07 nChanged 7710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93802 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -14670494.000000 Penalty: 5727.766602
	Iteration 9F: 3 clusters Score -1.467049e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98673 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -14675002.000000 Penalty: 5727.766602
	Iteration 10Q: 3 clusters Score -1.4675e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100987 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -14676993.000000 Penalty: 5727.766602
	Iteration 11Q: 3 clusters Score -1.467699e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101930 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -14677862.000000 Penalty: 5727.766602
	Iteration 12Q: 3 clusters Score -1.467786e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102271 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -14678236.000000 Penalty: 5727.766602
	Iteration 13Q: 3 clusters Score -1.467824e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102455 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -14678398.000000 Penalty: 5727.766602
	Iteration 14Q: 3 clusters Score -1.46784e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102554 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -14678466.000000 Penalty: 5727.766602
	Iteration 15Q: 3 clusters Score -1.467847e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102618 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -14678487.000000 Penalty: 5727.766602
	Iteration 16Q: 3 clusters Score -1.467849e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102665 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -14678528.000000 Penalty: 5727.766602
	Iteration 17Q: 3 clusters Score -1.467853e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102694 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -14678567.000000 Penalty: 5727.766602
	Iteration 18Q: 3 clusters Score -1.467857e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102722 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -14678598.000000 Penalty: 5727.766602
	Iteration 19Q: 3 clusters Score -1.46786e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102734 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -14678608.000000 Penalty: 5727.766602
	Iteration 20F: 3 clusters Score -1.467861e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102745 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -14678608.000000 Penalty: 5727.766602
	Iteration 21Q: 3 clusters Score -1.467861e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102752 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -14678608.000000 Penalty: 5727.766602
	Iteration 22Q: 3 clusters Score -1.467861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102755 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -14678616.000000 Penalty: 5727.766602
	Iteration 23Q: 3 clusters Score -1.467862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102759 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -14678630.000000 Penalty: 5727.766602
	Iteration 24Q: 3 clusters Score -1.467863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102762 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -14678616.000000 Penalty: 5727.766602
	Iteration 25Q: 3 clusters Score -1.467862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102764 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -14678619.000000 Penalty: 5727.766602
	Iteration 26Q: 3 clusters Score -1.467862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102766 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -14678620.000000 Penalty: 5727.766602
	Iteration 27Q: 3 clusters Score -1.467862e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102772 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -14678628.000000 Penalty: 5727.766602
	Iteration 28Q: 3 clusters Score -1.467863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102775 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -14678618.000000 Penalty: 5727.766602
	Iteration 29Q: 3 clusters Score -1.467862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102777 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -14678617.000000 Penalty: 5727.766602
	Iteration 30Q: 3 clusters Score -1.467862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102778 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -14678612.000000 Penalty: 5727.766602
	Iteration 31Q: 3 clusters Score -1.467861e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102778 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -14678612.000000 Penalty: 5727.766602
	Iteration 32F: 3 clusters Score -1.467861e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34983 members 
Entering Unmasked Estep 
Score: -4797174.000000 Penalty: 2594.729248
	Iteration 0F: 2 clusters Score -4797174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -4773360.500000 Penalty: 5189.458496
	Iteration 0F: 3 clusters Score -4773360 nChanged 15898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -4782175.500000 Penalty: 5189.458496
	Iteration 1F: 3 clusters Score -4782176 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -4782648.000000 Penalty: 5189.458496
	Iteration 2Q: 3 clusters Score -4782648 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -4783210.000000 Penalty: 5189.458496
	Iteration 3Q: 3 clusters Score -4783210 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -4783896.500000 Penalty: 5189.458496
	Iteration 4Q: 3 clusters Score -4783896 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -4784842.500000 Penalty: 5189.458496
	Iteration 5F: 3 clusters Score -4784842 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -4786227.500000 Penalty: 5189.458496
	Iteration 6F: 3 clusters Score -4786228 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -4787997.500000 Penalty: 5189.458496
	Iteration 7F: 3 clusters Score -4787998 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -4790056.000000 Penalty: 5189.458496
	Iteration 8F: 3 clusters Score -4790056 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -4791936.500000 Penalty: 5189.458496
	Iteration 9F: 3 clusters Score -4791936 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32854 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -4793351.000000 Penalty: 5189.458496
	Iteration 10Q: 3 clusters Score -4793351 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4794135.500000 Penalty: 5189.458496
	Iteration 11Q: 3 clusters Score -4794136 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4794607.500000 Penalty: 5189.458496
	Iteration 12Q: 3 clusters Score -4794608 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -4794864.000000 Penalty: 5189.458496
	Iteration 13Q: 3 clusters Score -4794864 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4795007.500000 Penalty: 5189.458496
	Iteration 14Q: 3 clusters Score -4795008 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4795092.500000 Penalty: 5189.458496
	Iteration 15Q: 3 clusters Score -4795092 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -4795145.000000 Penalty: 5189.458496
	Iteration 16Q: 3 clusters Score -4795145 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -4795186.000000 Penalty: 5189.458496
	Iteration 17Q: 3 clusters Score -4795186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4795218.500000 Penalty: 5189.458496
	Iteration 18Q: 3 clusters Score -4795218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4795225.000000 Penalty: 5189.458496
	Iteration 19Q: 3 clusters Score -4795225 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4795263.500000 Penalty: 5189.458496
	Iteration 20F: 3 clusters Score -4795264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4795272.500000 Penalty: 5189.458496
	Iteration 21Q: 3 clusters Score -4795272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34584 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4795296.000000 Penalty: 5189.458496
	Iteration 22Q: 3 clusters Score -4795296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4795302.500000 Penalty: 5189.458496
	Iteration 23Q: 3 clusters Score -4795302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4795315.500000 Penalty: 5189.458496
	Iteration 24Q: 3 clusters Score -4795316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4795317.500000 Penalty: 5189.458496
	Iteration 25Q: 3 clusters Score -4795318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4795328.500000 Penalty: 5189.458496
	Iteration 26Q: 3 clusters Score -4795328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4795340.000000 Penalty: 5189.458496
	Iteration 27Q: 3 clusters Score -4795340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4795337.500000 Penalty: 5189.458496
	Iteration 28Q: 3 clusters Score -4795338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4795341.000000 Penalty: 5189.458496
	Iteration 29Q: 3 clusters Score -4795341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34604 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4795342.500000 Penalty: 5189.458496
	Iteration 30Q: 3 clusters Score -4795342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34604 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4795344.000000 Penalty: 5189.458496
	Iteration 31Q: 3 clusters Score -4795344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4795343.500000 Penalty: 5189.458496
	Iteration 32Q: 3 clusters Score -4795344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4795345.000000 Penalty: 5189.458496
	Iteration 33Q: 3 clusters Score -4795345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4795345.000000 Penalty: 5189.458496
	Iteration 34F: 3 clusters Score -4795345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (32762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Entering Unmasked Estep 
Score: -4650299.500000 Penalty: 2578.461914
	Iteration 0F: 2 clusters Score -4650300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -4627965.000000 Penalty: 5156.923828
	Iteration 0F: 3 clusters Score -4627965 nChanged 14705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -4636324.000000 Penalty: 5156.923828
	Iteration 1F: 3 clusters Score -4636324 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -4637226.000000 Penalty: 5156.923828
	Iteration 2F: 3 clusters Score -4637226 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -4638391.000000 Penalty: 5156.923828
	Iteration 3F: 3 clusters Score -4638391 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -4640054.000000 Penalty: 5156.923828
	Iteration 4F: 3 clusters Score -4640054 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -4642143.000000 Penalty: 5156.923828
	Iteration 5F: 3 clusters Score -4642143 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -4644318.500000 Penalty: 5156.923828
	Iteration 6F: 3 clusters Score -4644318 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -4645923.000000 Penalty: 5156.923828
	Iteration 7F: 3 clusters Score -4645923 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 30610 members 
Entering Unmasked Estep 
Score: -4646947.500000 Penalty: 5156.923828
	Iteration 8Q: 3 clusters Score -4646948 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -4647509.000000 Penalty: 5156.923828
	Iteration 9Q: 3 clusters Score -4647509 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -4647831.000000 Penalty: 5156.923828
	Iteration 10Q: 3 clusters Score -4647831 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -4648004.000000 Penalty: 5156.923828
	Iteration 11Q: 3 clusters Score -4648004 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -4648105.500000 Penalty: 5156.923828
	Iteration 12Q: 3 clusters Score -4648106 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -4648172.000000 Penalty: 5156.923828
	Iteration 13Q: 3 clusters Score -4648172 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -4648194.500000 Penalty: 5156.923828
	Iteration 14Q: 3 clusters Score -4648194 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -4648215.500000 Penalty: 5156.923828
	Iteration 15Q: 3 clusters Score -4648216 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
Score: -4648229.500000 Penalty: 5156.923828
	Iteration 16Q: 3 clusters Score -4648230 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -4648249.500000 Penalty: 5156.923828
	Iteration 17Q: 3 clusters Score -4648250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -4648260.500000 Penalty: 5156.923828
	Iteration 18Q: 3 clusters Score -4648260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -4648270.000000 Penalty: 5156.923828
	Iteration 19Q: 3 clusters Score -4648270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -4648279.500000 Penalty: 5156.923828
	Iteration 20F: 3 clusters Score -4648280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -4648280.000000 Penalty: 5156.923828
	Iteration 21Q: 3 clusters Score -4648280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -4648279.500000 Penalty: 5156.923828
	Iteration 22Q: 3 clusters Score -4648280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -4648283.000000 Penalty: 5156.923828
	Iteration 23Q: 3 clusters Score -4648283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -4648281.500000 Penalty: 5156.923828
	Iteration 24Q: 3 clusters Score -4648282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -4648278.500000 Penalty: 5156.923828
	Iteration 25Q: 3 clusters Score -4648278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 31802 members 
Entering Unmasked Estep 
Score: -4648278.000000 Penalty: 5156.923828
	Iteration 26Q: 3 clusters Score -4648278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -4648288.000000 Penalty: 5156.923828
	Iteration 27Q: 3 clusters Score -4648288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -4648281.500000 Penalty: 5156.923828
	Iteration 28Q: 3 clusters Score -4648282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 31808 members 
Entering Unmasked Estep 
Score: -4648284.500000 Penalty: 5156.923828
	Iteration 29Q: 3 clusters Score -4648284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -4648283.500000 Penalty: 5156.923828
	Iteration 30Q: 3 clusters Score -4648284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 31808 members 
Entering Unmasked Estep 
Score: -4648285.000000 Penalty: 5156.923828
	Iteration 31Q: 3 clusters Score -4648285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -4648287.000000 Penalty: 5156.923828
	Iteration 32Q: 3 clusters Score -4648287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -4648287.000000 Penalty: 5156.923828
	Iteration 33F: 3 clusters Score -4648287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (116210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116210 members 
Entering Unmasked Estep 
Score: -16458676.000000 Penalty: 2892.462402
	Iteration 0F: 2 clusters Score -1.645868e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57942 members 
Mstep: Class 2 contains 58268 members 
Entering Unmasked Estep 
Score: -16383305.000000 Penalty: 5784.924805
	Iteration 0F: 3 clusters Score -1.63833e+07 nChanged 55175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56589 members 
Mstep: Class 2 contains 59621 members 
Entering Unmasked Estep 
Score: -16414280.000000 Penalty: 5784.924805
	Iteration 1F: 3 clusters Score -1.641428e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55611 members 
Mstep: Class 2 contains 60599 members 
Entering Unmasked Estep 
Score: -16414858.000000 Penalty: 5784.924805
	Iteration 2Q: 3 clusters Score -1.641486e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54118 members 
Mstep: Class 2 contains 62092 members 
Entering Unmasked Estep 
Score: -16415529.000000 Penalty: 5784.924805
	Iteration 3Q: 3 clusters Score -1.641553e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51784 members 
Mstep: Class 2 contains 64426 members 
Entering Unmasked Estep 
Score: -16416630.000000 Penalty: 5784.924805
	Iteration 4Q: 3 clusters Score -1.641663e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48266 members 
Mstep: Class 2 contains 67944 members 
Entering Unmasked Estep 
Score: -16418004.000000 Penalty: 5784.924805
	Iteration 5Q: 3 clusters Score -1.6418e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43038 members 
Mstep: Class 2 contains 73172 members 
Entering Unmasked Estep 
Score: -16420714.000000 Penalty: 5784.924805
	Iteration 6Q: 3 clusters Score -1.642071e+07 nChanged 7496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35652 members 
Mstep: Class 2 contains 80558 members 
Entering Unmasked Estep 
Score: -16425273.000000 Penalty: 5784.924805
	Iteration 7F: 3 clusters Score -1.642527e+07 nChanged 9543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 90067 members 
Entering Unmasked Estep 
Score: -16432989.000000 Penalty: 5784.924805
	Iteration 8F: 3 clusters Score -1.643299e+07 nChanged 10492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 100547 members 
Entering Unmasked Estep 
Score: -16442441.000000 Penalty: 5784.924805
	Iteration 9F: 3 clusters Score -1.644244e+07 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 109023 members 
Entering Unmasked Estep 
Score: -16450104.000000 Penalty: 5784.924805
	Iteration 10F: 3 clusters Score -1.64501e+07 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 113640 members 
Entering Unmasked Estep 
Score: -16454020.000000 Penalty: 5784.924805
	Iteration 11Q: 3 clusters Score -1.645402e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 115338 members 
Entering Unmasked Estep 
Score: -16455369.000000 Penalty: 5784.924805
	Iteration 12Q: 3 clusters Score -1.645537e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 115805 members 
Entering Unmasked Estep 
Score: -16455759.000000 Penalty: 5784.924805
	Iteration 13Q: 3 clusters Score -1.645576e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 115923 members 
Entering Unmasked Estep 
Score: -16455893.000000 Penalty: 5784.924805
	Iteration 14Q: 3 clusters Score -1.645589e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 115977 members 
Entering Unmasked Estep 
Score: -16455982.000000 Penalty: 5784.924805
	Iteration 15Q: 3 clusters Score -1.645598e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 115994 members 
Entering Unmasked Estep 
Score: -16456041.000000 Penalty: 5784.924805
	Iteration 16Q: 3 clusters Score -1.645604e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 116000 members 
Entering Unmasked Estep 
Score: -16456055.000000 Penalty: 5784.924805
	Iteration 17Q: 3 clusters Score -1.645606e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 116005 members 
Entering Unmasked Estep 
Score: -16456087.000000 Penalty: 5784.924805
	Iteration 18Q: 3 clusters Score -1.645609e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 116006 members 
Entering Unmasked Estep 
Score: -16456102.000000 Penalty: 5784.924805
	Iteration 19Q: 3 clusters Score -1.64561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 116006 members 
Entering Unmasked Estep 
Score: -16456100.000000 Penalty: 5784.924805
	Iteration 20F: 3 clusters Score -1.64561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 116007 members 
Entering Unmasked Estep 
Score: -16456112.000000 Penalty: 5784.924805
	Iteration 21Q: 3 clusters Score -1.645611e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 116007 members 
Entering Unmasked Estep 
Score: -16456112.000000 Penalty: 5784.924805
	Iteration 22F: 3 clusters Score -1.645611e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46522 members 
Entering Unmasked Estep 
Score: -6585588.500000 Penalty: 2665.424805
	Iteration 0F: 2 clusters Score -6585588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -6554095.000000 Penalty: 5330.849609
	Iteration 0F: 3 clusters Score -6554095 nChanged 21463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -6565955.000000 Penalty: 5330.849609
	Iteration 1F: 3 clusters Score -6565955 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -6566522.500000 Penalty: 5330.849609
	Iteration 2Q: 3 clusters Score -6566522 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -6567150.000000 Penalty: 5330.849609
	Iteration 3Q: 3 clusters Score -6567150 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -6567855.500000 Penalty: 5330.849609
	Iteration 4Q: 3 clusters Score -6567856 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -6568774.000000 Penalty: 5330.849609
	Iteration 5Q: 3 clusters Score -6568774 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
Score: -6570073.500000 Penalty: 5330.849609
	Iteration 6F: 3 clusters Score -6570074 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -6571894.500000 Penalty: 5330.849609
	Iteration 7F: 3 clusters Score -6571894 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -6574283.000000 Penalty: 5330.849609
	Iteration 8F: 3 clusters Score -6574283 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -6576899.500000 Penalty: 5330.849609
	Iteration 9F: 3 clusters Score -6576900 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 38068 members 
Entering Unmasked Estep 
Score: -6579209.000000 Penalty: 5330.849609
	Iteration 10F: 3 clusters Score -6579209 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -6580716.000000 Penalty: 5330.849609
	Iteration 11Q: 3 clusters Score -6580716 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -6581552.000000 Penalty: 5330.849609
	Iteration 12Q: 3 clusters Score -6581552 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -6582019.500000 Penalty: 5330.849609
	Iteration 13Q: 3 clusters Score -6582020 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 41885 members 
Entering Unmasked Estep 
Score: -6582289.500000 Penalty: 5330.849609
	Iteration 14Q: 3 clusters Score -6582290 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 42294 members 
Entering Unmasked Estep 
Score: -6582514.500000 Penalty: 5330.849609
	Iteration 15Q: 3 clusters Score -6582514 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
Score: -6582657.500000 Penalty: 5330.849609
	Iteration 16Q: 3 clusters Score -6582658 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 42931 members 
Entering Unmasked Estep 
Score: -6582803.500000 Penalty: 5330.849609
	Iteration 17Q: 3 clusters Score -6582804 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 43160 members 
Entering Unmasked Estep 
Score: -6582875.500000 Penalty: 5330.849609
	Iteration 18Q: 3 clusters Score -6582876 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 43382 members 
Entering Unmasked Estep 
Score: -6582970.500000 Penalty: 5330.849609
	Iteration 19Q: 3 clusters Score -6582970 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 43582 members 
Entering Unmasked Estep 
Score: -6583043.500000 Penalty: 5330.849609
	Iteration 20F: 3 clusters Score -6583044 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 43736 members 
Entering Unmasked Estep 
Score: -6583095.500000 Penalty: 5330.849609
	Iteration 21Q: 3 clusters Score -6583096 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 43874 members 
Entering Unmasked Estep 
Score: -6583117.000000 Penalty: 5330.849609
	Iteration 22Q: 3 clusters Score -6583117 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 43987 members 
Entering Unmasked Estep 
Score: -6583119.000000 Penalty: 5330.849609
	Iteration 23Q: 3 clusters Score -6583119 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 44091 members 
Entering Unmasked Estep 
Score: -6583168.500000 Penalty: 5330.849609
	Iteration 24Q: 3 clusters Score -6583168 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 44197 members 
Entering Unmasked Estep 
Score: -6583196.500000 Penalty: 5330.849609
	Iteration 25Q: 3 clusters Score -6583196 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 44308 members 
Entering Unmasked Estep 
Score: -6583238.000000 Penalty: 5330.849609
	Iteration 26Q: 3 clusters Score -6583238 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 44404 members 
Entering Unmasked Estep 
Score: -6583276.500000 Penalty: 5330.849609
	Iteration 27Q: 3 clusters Score -6583276 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -6583309.500000 Penalty: 5330.849609
	Iteration 28Q: 3 clusters Score -6583310 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 44548 members 
Entering Unmasked Estep 
Score: -6583329.000000 Penalty: 5330.849609
	Iteration 29Q: 3 clusters Score -6583329 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 44613 members 
Entering Unmasked Estep 
Score: -6583365.000000 Penalty: 5330.849609
	Iteration 30Q: 3 clusters Score -6583365 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -6583366.500000 Penalty: 5330.849609
	Iteration 31Q: 3 clusters Score -6583366 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 44707 members 
Entering Unmasked Estep 
Score: -6583382.000000 Penalty: 5330.849609
	Iteration 32Q: 3 clusters Score -6583382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 44734 members 
Entering Unmasked Estep 
Score: -6583385.000000 Penalty: 5330.849609
	Iteration 33Q: 3 clusters Score -6583385 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 44762 members 
Entering Unmasked Estep 
Score: -6583392.500000 Penalty: 5330.849609
	Iteration 34Q: 3 clusters Score -6583392 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 44799 members 
Entering Unmasked Estep 
Score: -6583398.000000 Penalty: 5330.849609
	Iteration 35Q: 3 clusters Score -6583398 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 44827 members 
Entering Unmasked Estep 
Score: -6583400.000000 Penalty: 5330.849609
	Iteration 36Q: 3 clusters Score -6583400 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 44850 members 
Entering Unmasked Estep 
Score: -6583406.500000 Penalty: 5330.849609
	Iteration 37Q: 3 clusters Score -6583406 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -6583400.500000 Penalty: 5330.849609
	Iteration 38Q: 3 clusters Score -6583400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 44894 members 
Entering Unmasked Estep 
Score: -6583411.000000 Penalty: 5330.849609
	Iteration 39Q: 3 clusters Score -6583411 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 44922 members 
Entering Unmasked Estep 
Score: -6583412.500000 Penalty: 5330.849609
	Iteration 40F: 3 clusters Score -6583412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 44938 members 
Entering Unmasked Estep 
Score: -6583418.000000 Penalty: 5330.849609
	Iteration 41Q: 3 clusters Score -6583418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 44954 members 
Entering Unmasked Estep 
Score: -6583430.000000 Penalty: 5330.849609
	Iteration 42Q: 3 clusters Score -6583430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 44968 members 
Entering Unmasked Estep 
Score: -6583438.500000 Penalty: 5330.849609
	Iteration 43Q: 3 clusters Score -6583438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 44986 members 
Entering Unmasked Estep 
Score: -6583456.500000 Penalty: 5330.849609
	Iteration 44Q: 3 clusters Score -6583456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -6583449.500000 Penalty: 5330.849609
	Iteration 45Q: 3 clusters Score -6583450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 45016 members 
Entering Unmasked Estep 
Score: -6583462.500000 Penalty: 5330.849609
	Iteration 46Q: 3 clusters Score -6583462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 45029 members 
Entering Unmasked Estep 
Score: -6583463.500000 Penalty: 5330.849609
	Iteration 47Q: 3 clusters Score -6583464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 45042 members 
Entering Unmasked Estep 
Score: -6583456.000000 Penalty: 5330.849609
	Iteration 48Q: 3 clusters Score -6583456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 45056 members 
Entering Unmasked Estep 
Score: -6583463.000000 Penalty: 5330.849609
	Iteration 49Q: 3 clusters Score -6583463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 45069 members 
Entering Unmasked Estep 
Score: -6583463.500000 Penalty: 5330.849609
	Iteration 50Q: 3 clusters Score -6583464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 45088 members 
Entering Unmasked Estep 
Score: -6583467.500000 Penalty: 5330.849609
	Iteration 51Q: 3 clusters Score -6583468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 45098 members 
Entering Unmasked Estep 
Score: -6583471.000000 Penalty: 5330.849609
	Iteration 52Q: 3 clusters Score -6583471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 45106 members 
Entering Unmasked Estep 
Score: -6583478.500000 Penalty: 5330.849609
	Iteration 53Q: 3 clusters Score -6583478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 45111 members 
Entering Unmasked Estep 
Score: -6583472.500000 Penalty: 5330.849609
	Iteration 54Q: 3 clusters Score -6583472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 45115 members 
Entering Unmasked Estep 
Score: -6583476.000000 Penalty: 5330.849609
	Iteration 55Q: 3 clusters Score -6583476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 45116 members 
Entering Unmasked Estep 
Score: -6583477.000000 Penalty: 5330.849609
	Iteration 56Q: 3 clusters Score -6583477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 45116 members 
Entering Unmasked Estep 
Score: -6583477.000000 Penalty: 5330.849609
	Iteration 57F: 3 clusters Score -6583477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (169989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169989 members 
Entering Unmasked Estep 
Score: -23717770.000000 Penalty: 2986.785400
	Iteration 0F: 2 clusters Score -2.371777e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84900 members 
Mstep: Class 2 contains 85089 members 
Entering Unmasked Estep 
Score: -23609754.000000 Penalty: 5973.570801
	Iteration 0F: 3 clusters Score -2.360975e+07 nChanged 81595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83807 members 
Mstep: Class 2 contains 86182 members 
Entering Unmasked Estep 
Score: -23657066.000000 Penalty: 5973.570801
	Iteration 1F: 3 clusters Score -2.365707e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83247 members 
Mstep: Class 2 contains 86742 members 
Entering Unmasked Estep 
Score: -23658110.000000 Penalty: 5973.570801
	Iteration 2Q: 3 clusters Score -2.365811e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82295 members 
Mstep: Class 2 contains 87694 members 
Entering Unmasked Estep 
Score: -23659672.000000 Penalty: 5973.570801
	Iteration 3Q: 3 clusters Score -2.365967e+07 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80674 members 
Mstep: Class 2 contains 89315 members 
Entering Unmasked Estep 
Score: -23661750.000000 Penalty: 5973.570801
	Iteration 4Q: 3 clusters Score -2.366175e+07 nChanged 7703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78109 members 
Mstep: Class 2 contains 91880 members 
Entering Unmasked Estep 
Score: -23665088.000000 Penalty: 5973.570801
	Iteration 5Q: 3 clusters Score -2.366509e+07 nChanged 9333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74434 members 
Mstep: Class 2 contains 95555 members 
Entering Unmasked Estep 
Score: -23670496.000000 Penalty: 5973.570801
	Iteration 6F: 3 clusters Score -2.36705e+07 nChanged 11208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69452 members 
Mstep: Class 2 contains 100537 members 
Entering Unmasked Estep 
Score: -23678312.000000 Penalty: 5973.570801
	Iteration 7F: 3 clusters Score -2.367831e+07 nChanged 12540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64012 members 
Mstep: Class 2 contains 105977 members 
Entering Unmasked Estep 
Score: -23688424.000000 Penalty: 5973.570801
	Iteration 8F: 3 clusters Score -2.368842e+07 nChanged 11897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59547 members 
Mstep: Class 2 contains 110442 members 
Entering Unmasked Estep 
Score: -23697896.000000 Penalty: 5973.570801
	Iteration 9F: 3 clusters Score -2.36979e+07 nChanged 8925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56664 members 
Mstep: Class 2 contains 113325 members 
Entering Unmasked Estep 
Score: -23702958.000000 Penalty: 5973.570801
	Iteration 10F: 3 clusters Score -2.370296e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54639 members 
Mstep: Class 2 contains 115350 members 
Entering Unmasked Estep 
Score: -23705190.000000 Penalty: 5973.570801
	Iteration 11Q: 3 clusters Score -2.370519e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52679 members 
Mstep: Class 2 contains 117310 members 
Entering Unmasked Estep 
Score: -23706782.000000 Penalty: 5973.570801
	Iteration 12Q: 3 clusters Score -2.370678e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50772 members 
Mstep: Class 2 contains 119217 members 
Entering Unmasked Estep 
Score: -23708066.000000 Penalty: 5973.570801
	Iteration 13Q: 3 clusters Score -2.370807e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48953 members 
Mstep: Class 2 contains 121036 members 
Entering Unmasked Estep 
Score: -23709252.000000 Penalty: 5973.570801
	Iteration 14Q: 3 clusters Score -2.370925e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 122794 members 
Entering Unmasked Estep 
Score: -23710132.000000 Penalty: 5973.570801
	Iteration 15Q: 3 clusters Score -2.371013e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 124387 members 
Entering Unmasked Estep 
Score: -23710828.000000 Penalty: 5973.570801
	Iteration 16Q: 3 clusters Score -2.371083e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44139 members 
Mstep: Class 2 contains 125850 members 
Entering Unmasked Estep 
Score: -23711372.000000 Penalty: 5973.570801
	Iteration 17Q: 3 clusters Score -2.371137e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42768 members 
Mstep: Class 2 contains 127221 members 
Entering Unmasked Estep 
Score: -23711938.000000 Penalty: 5973.570801
	Iteration 18Q: 3 clusters Score -2.371194e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41484 members 
Mstep: Class 2 contains 128505 members 
Entering Unmasked Estep 
Score: -23712282.000000 Penalty: 5973.570801
	Iteration 19Q: 3 clusters Score -2.371228e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 129737 members 
Entering Unmasked Estep 
Score: -23712636.000000 Penalty: 5973.570801
	Iteration 20F: 3 clusters Score -2.371264e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 130866 members 
Entering Unmasked Estep 
Score: -23712946.000000 Penalty: 5973.570801
	Iteration 21Q: 3 clusters Score -2.371295e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 132008 members 
Entering Unmasked Estep 
Score: -23713314.000000 Penalty: 5973.570801
	Iteration 22Q: 3 clusters Score -2.371331e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36846 members 
Mstep: Class 2 contains 133143 members 
Entering Unmasked Estep 
Score: -23713606.000000 Penalty: 5973.570801
	Iteration 23Q: 3 clusters Score -2.371361e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 134174 members 
Entering Unmasked Estep 
Score: -23713942.000000 Penalty: 5973.570801
	Iteration 24Q: 3 clusters Score -2.371394e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 135193 members 
Entering Unmasked Estep 
Score: -23714206.000000 Penalty: 5973.570801
	Iteration 25Q: 3 clusters Score -2.371421e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 136231 members 
Entering Unmasked Estep 
Score: -23714456.000000 Penalty: 5973.570801
	Iteration 26Q: 3 clusters Score -2.371446e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 137334 members 
Entering Unmasked Estep 
Score: -23714584.000000 Penalty: 5973.570801
	Iteration 27Q: 3 clusters Score -2.371458e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 138432 members 
Entering Unmasked Estep 
Score: -23714830.000000 Penalty: 5973.570801
	Iteration 28Q: 3 clusters Score -2.371483e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 139531 members 
Entering Unmasked Estep 
Score: -23715162.000000 Penalty: 5973.570801
	Iteration 29Q: 3 clusters Score -2.371516e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 140651 members 
Entering Unmasked Estep 
Score: -23715498.000000 Penalty: 5973.570801
	Iteration 30Q: 3 clusters Score -2.37155e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 141770 members 
Entering Unmasked Estep 
Score: -23715784.000000 Penalty: 5973.570801
	Iteration 31Q: 3 clusters Score -2.371578e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 142844 members 
Entering Unmasked Estep 
Score: -23716076.000000 Penalty: 5973.570801
	Iteration 32Q: 3 clusters Score -2.371608e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 143921 members 
Entering Unmasked Estep 
Score: -23716256.000000 Penalty: 5973.570801
	Iteration 33Q: 3 clusters Score -2.371626e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 145027 members 
Entering Unmasked Estep 
Score: -23716542.000000 Penalty: 5973.570801
	Iteration 34Q: 3 clusters Score -2.371654e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 146088 members 
Entering Unmasked Estep 
Score: -23716690.000000 Penalty: 5973.570801
	Iteration 35Q: 3 clusters Score -2.371669e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 147091 members 
Entering Unmasked Estep 
Score: -23716936.000000 Penalty: 5973.570801
	Iteration 36Q: 3 clusters Score -2.371694e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 148062 members 
Entering Unmasked Estep 
Score: -23717168.000000 Penalty: 5973.570801
	Iteration 37Q: 3 clusters Score -2.371717e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 149023 members 
Entering Unmasked Estep 
Score: -23717328.000000 Penalty: 5973.570801
	Iteration 38Q: 3 clusters Score -2.371733e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 149954 members 
Entering Unmasked Estep 
Score: -23717566.000000 Penalty: 5973.570801
	Iteration 39Q: 3 clusters Score -2.371757e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 150855 members 
Entering Unmasked Estep 
Score: -23717754.000000 Penalty: 5973.570801
	Iteration 40F: 3 clusters Score -2.371775e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 151765 members 
Entering Unmasked Estep 
Score: -23717948.000000 Penalty: 5973.570801
	Iteration 41Q: 3 clusters Score -2.371795e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 152631 members 
Entering Unmasked Estep 
Score: -23718272.000000 Penalty: 5973.570801
	Iteration 42Q: 3 clusters Score -2.371827e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 153495 members 
Entering Unmasked Estep 
Score: -23718532.000000 Penalty: 5973.570801
	Iteration 43Q: 3 clusters Score -2.371853e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 154343 members 
Entering Unmasked Estep 
Score: -23718828.000000 Penalty: 5973.570801
	Iteration 44Q: 3 clusters Score -2.371883e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 155244 members 
Entering Unmasked Estep 
Score: -23719040.000000 Penalty: 5973.570801
	Iteration 45Q: 3 clusters Score -2.371904e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 156208 members 
Entering Unmasked Estep 
Score: -23719156.000000 Penalty: 5973.570801
	Iteration 46Q: 3 clusters Score -2.371916e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 157124 members 
Entering Unmasked Estep 
Score: -23719330.000000 Penalty: 5973.570801
	Iteration 47Q: 3 clusters Score -2.371933e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 157995 members 
Entering Unmasked Estep 
Score: -23719388.000000 Penalty: 5973.570801
	Iteration 48Q: 3 clusters Score -2.371939e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 158883 members 
Entering Unmasked Estep 
Score: -23719330.000000 Penalty: 5973.570801
	Iteration 49Q: 3 clusters Score -2.371933e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 159742 members 
Entering Unmasked Estep 
Score: -23719168.000000 Penalty: 5973.570801
	Iteration 50Q: 3 clusters Score -2.371917e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 160511 members 
Entering Unmasked Estep 
Score: -23719118.000000 Penalty: 5973.570801
	Iteration 51Q: 3 clusters Score -2.371912e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 161250 members 
Entering Unmasked Estep 
Score: -23719052.000000 Penalty: 5973.570801
	Iteration 52Q: 3 clusters Score -2.371905e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 161983 members 
Entering Unmasked Estep 
Score: -23718918.000000 Penalty: 5973.570801
	Iteration 53Q: 3 clusters Score -2.371892e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 162683 members 
Entering Unmasked Estep 
Score: -23718792.000000 Penalty: 5973.570801
	Iteration 54Q: 3 clusters Score -2.371879e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 163283 members 
Entering Unmasked Estep 
Score: -23718612.000000 Penalty: 5973.570801
	Iteration 55Q: 3 clusters Score -2.371861e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 163813 members 
Entering Unmasked Estep 
Score: -23718512.000000 Penalty: 5973.570801
	Iteration 56Q: 3 clusters Score -2.371851e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 164275 members 
Entering Unmasked Estep 
Score: -23718354.000000 Penalty: 5973.570801
	Iteration 57Q: 3 clusters Score -2.371835e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 164717 members 
Entering Unmasked Estep 
Score: -23718158.000000 Penalty: 5973.570801
	Iteration 58Q: 3 clusters Score -2.371816e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 165110 members 
Entering Unmasked Estep 
Score: -23718034.000000 Penalty: 5973.570801
	Iteration 59Q: 3 clusters Score -2.371803e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 165463 members 
Entering Unmasked Estep 
Score: -23717898.000000 Penalty: 5973.570801
	Iteration 60F: 3 clusters Score -2.37179e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 165768 members 
Entering Unmasked Estep 
Score: -23717678.000000 Penalty: 5973.570801
	Iteration 61Q: 3 clusters Score -2.371768e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 166028 members 
Entering Unmasked Estep 
Score: -23717652.000000 Penalty: 5973.570801
	Iteration 62Q: 3 clusters Score -2.371765e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 166234 members 
Entering Unmasked Estep 
Score: -23717562.000000 Penalty: 5973.570801
	Iteration 63Q: 3 clusters Score -2.371756e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 166411 members 
Entering Unmasked Estep 
Score: -23717548.000000 Penalty: 5973.570801
	Iteration 64Q: 3 clusters Score -2.371755e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 166589 members 
Entering Unmasked Estep 
Score: -23717526.000000 Penalty: 5973.570801
	Iteration 65Q: 3 clusters Score -2.371753e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 166726 members 
Entering Unmasked Estep 
Score: -23717444.000000 Penalty: 5973.570801
	Iteration 66Q: 3 clusters Score -2.371744e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 166873 members 
Entering Unmasked Estep 
Score: -23717384.000000 Penalty: 5973.570801
	Iteration 67Q: 3 clusters Score -2.371738e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 166997 members 
Entering Unmasked Estep 
Score: -23717356.000000 Penalty: 5973.570801
	Iteration 68Q: 3 clusters Score -2.371736e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 167107 members 
Entering Unmasked Estep 
Score: -23717364.000000 Penalty: 5973.570801
	Iteration 69Q: 3 clusters Score -2.371736e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 167195 members 
Entering Unmasked Estep 
Score: -23717316.000000 Penalty: 5973.570801
	Iteration 70Q: 3 clusters Score -2.371732e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 167272 members 
Entering Unmasked Estep 
Score: -23717292.000000 Penalty: 5973.570801
	Iteration 71Q: 3 clusters Score -2.371729e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 167336 members 
Entering Unmasked Estep 
Score: -23717246.000000 Penalty: 5973.570801
	Iteration 72Q: 3 clusters Score -2.371725e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 167392 members 
Entering Unmasked Estep 
Score: -23717232.000000 Penalty: 5973.570801
	Iteration 73Q: 3 clusters Score -2.371723e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 167438 members 
Entering Unmasked Estep 
Score: -23717212.000000 Penalty: 5973.570801
	Iteration 74Q: 3 clusters Score -2.371721e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 167472 members 
Entering Unmasked Estep 
Score: -23717210.000000 Penalty: 5973.570801
	Iteration 75Q: 3 clusters Score -2.371721e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 167513 members 
Entering Unmasked Estep 
Score: -23717180.000000 Penalty: 5973.570801
	Iteration 76Q: 3 clusters Score -2.371718e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 167545 members 
Entering Unmasked Estep 
Score: -23717142.000000 Penalty: 5973.570801
	Iteration 77Q: 3 clusters Score -2.371714e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 167579 members 
Entering Unmasked Estep 
Score: -23717140.000000 Penalty: 5973.570801
	Iteration 78Q: 3 clusters Score -2.371714e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 167619 members 
Entering Unmasked Estep 
Score: -23717166.000000 Penalty: 5973.570801
	Iteration 79Q: 3 clusters Score -2.371717e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 167665 members 
Entering Unmasked Estep 
Score: -23717120.000000 Penalty: 5973.570801
	Iteration 80F: 3 clusters Score -2.371712e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 167696 members 
Entering Unmasked Estep 
Score: -23717106.000000 Penalty: 5973.570801
	Iteration 81Q: 3 clusters Score -2.371711e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 167714 members 
Entering Unmasked Estep 
Score: -23717086.000000 Penalty: 5973.570801
	Iteration 82Q: 3 clusters Score -2.371709e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 167727 members 
Entering Unmasked Estep 
Score: -23717084.000000 Penalty: 5973.570801
	Iteration 83Q: 3 clusters Score -2.371708e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 167741 members 
Entering Unmasked Estep 
Score: -23717050.000000 Penalty: 5973.570801
	Iteration 84Q: 3 clusters Score -2.371705e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 167752 members 
Entering Unmasked Estep 
Score: -23717032.000000 Penalty: 5973.570801
	Iteration 85Q: 3 clusters Score -2.371703e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 167760 members 
Entering Unmasked Estep 
Score: -23717014.000000 Penalty: 5973.570801
	Iteration 86Q: 3 clusters Score -2.371701e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 167766 members 
Entering Unmasked Estep 
Score: -23717008.000000 Penalty: 5973.570801
	Iteration 87Q: 3 clusters Score -2.371701e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 167773 members 
Entering Unmasked Estep 
Score: -23717022.000000 Penalty: 5973.570801
	Iteration 88Q: 3 clusters Score -2.371702e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 167780 members 
Entering Unmasked Estep 
Score: -23717020.000000 Penalty: 5973.570801
	Iteration 89Q: 3 clusters Score -2.371702e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 167790 members 
Entering Unmasked Estep 
Score: -23717036.000000 Penalty: 5973.570801
	Iteration 90Q: 3 clusters Score -2.371704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 167796 members 
Entering Unmasked Estep 
Score: -23717026.000000 Penalty: 5973.570801
	Iteration 91Q: 3 clusters Score -2.371703e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 167806 members 
Entering Unmasked Estep 
Score: -23717026.000000 Penalty: 5973.570801
	Iteration 92Q: 3 clusters Score -2.371703e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 167812 members 
Entering Unmasked Estep 
Score: -23717028.000000 Penalty: 5973.570801
	Iteration 93Q: 3 clusters Score -2.371703e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 167819 members 
Entering Unmasked Estep 
Score: -23717034.000000 Penalty: 5973.570801
	Iteration 94Q: 3 clusters Score -2.371703e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 167828 members 
Entering Unmasked Estep 
Score: -23717030.000000 Penalty: 5973.570801
	Iteration 95Q: 3 clusters Score -2.371703e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 167836 members 
Entering Unmasked Estep 
Score: -23717010.000000 Penalty: 5973.570801
	Iteration 96Q: 3 clusters Score -2.371701e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 167840 members 
Entering Unmasked Estep 
Score: -23716998.000000 Penalty: 5973.570801
	Iteration 97Q: 3 clusters Score -2.3717e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 167847 members 
Entering Unmasked Estep 
Score: -23717000.000000 Penalty: 5973.570801
	Iteration 98Q: 3 clusters Score -2.3717e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 167857 members 
Entering Unmasked Estep 
Score: -23717002.000000 Penalty: 5973.570801
	Iteration 99Q: 3 clusters Score -2.3717e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 167864 members 
Entering Unmasked Estep 
Score: -23717012.000000 Penalty: 5973.570801
	Iteration 100F: 3 clusters Score -2.371701e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 167872 members 
Entering Unmasked Estep 
Score: -23716986.000000 Penalty: 5973.570801
	Iteration 101Q: 3 clusters Score -2.371699e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 167878 members 
Entering Unmasked Estep 
Score: -23716990.000000 Penalty: 5973.570801
	Iteration 102Q: 3 clusters Score -2.371699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 167883 members 
Entering Unmasked Estep 
Score: -23716988.000000 Penalty: 5973.570801
	Iteration 103Q: 3 clusters Score -2.371699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 167888 members 
Entering Unmasked Estep 
Score: -23716970.000000 Penalty: 5973.570801
	Iteration 104Q: 3 clusters Score -2.371697e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 167895 members 
Entering Unmasked Estep 
Score: -23716956.000000 Penalty: 5973.570801
	Iteration 105Q: 3 clusters Score -2.371696e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 167903 members 
Entering Unmasked Estep 
Score: -23716950.000000 Penalty: 5973.570801
	Iteration 106Q: 3 clusters Score -2.371695e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 167914 members 
Entering Unmasked Estep 
Score: -23716976.000000 Penalty: 5973.570801
	Iteration 107Q: 3 clusters Score -2.371698e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 167925 members 
Entering Unmasked Estep 
Score: -23716938.000000 Penalty: 5973.570801
	Iteration 108Q: 3 clusters Score -2.371694e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 167938 members 
Entering Unmasked Estep 
Score: -23716928.000000 Penalty: 5973.570801
	Iteration 109Q: 3 clusters Score -2.371693e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 167953 members 
Entering Unmasked Estep 
Score: -23716906.000000 Penalty: 5973.570801
	Iteration 110Q: 3 clusters Score -2.371691e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 167968 members 
Entering Unmasked Estep 
Score: -23716894.000000 Penalty: 5973.570801
	Iteration 111Q: 3 clusters Score -2.371689e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 167984 members 
Entering Unmasked Estep 
Score: -23716894.000000 Penalty: 5973.570801
	Iteration 112Q: 3 clusters Score -2.371689e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 167999 members 
Entering Unmasked Estep 
Score: -23716896.000000 Penalty: 5973.570801
	Iteration 113Q: 3 clusters Score -2.37169e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 168017 members 
Entering Unmasked Estep 
Score: -23716896.000000 Penalty: 5973.570801
	Iteration 114Q: 3 clusters Score -2.37169e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 168041 members 
Entering Unmasked Estep 
Score: -23716888.000000 Penalty: 5973.570801
	Iteration 115Q: 3 clusters Score -2.371689e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 168056 members 
Entering Unmasked Estep 
Score: -23716858.000000 Penalty: 5973.570801
	Iteration 116Q: 3 clusters Score -2.371686e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 168067 members 
Entering Unmasked Estep 
Score: -23716880.000000 Penalty: 5973.570801
	Iteration 117Q: 3 clusters Score -2.371688e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 168077 members 
Entering Unmasked Estep 
Score: -23716876.000000 Penalty: 5973.570801
	Iteration 118Q: 3 clusters Score -2.371688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 168085 members 
Entering Unmasked Estep 
Score: -23716870.000000 Penalty: 5973.570801
	Iteration 119Q: 3 clusters Score -2.371687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 168088 members 
Entering Unmasked Estep 
Score: -23716862.000000 Penalty: 5973.570801
	Iteration 120F: 3 clusters Score -2.371686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 168092 members 
Entering Unmasked Estep 
Score: -23716846.000000 Penalty: 5973.570801
	Iteration 121Q: 3 clusters Score -2.371685e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 168096 members 
Entering Unmasked Estep 
Score: -23716862.000000 Penalty: 5973.570801
	Iteration 122Q: 3 clusters Score -2.371686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 168101 members 
Entering Unmasked Estep 
Score: -23716864.000000 Penalty: 5973.570801
	Iteration 123Q: 3 clusters Score -2.371686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 168101 members 
Entering Unmasked Estep 
Score: -23716866.000000 Penalty: 5973.570801
	Iteration 124Q: 3 clusters Score -2.371687e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 168101 members 
Entering Unmasked Estep 
Score: -23716866.000000 Penalty: 5973.570801
	Iteration 125F: 3 clusters Score -2.371687e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Entering Unmasked Estep 
Score: -4634281.500000 Penalty: 2578.166504
	Iteration 0F: 2 clusters Score -4634282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -4611947.000000 Penalty: 5156.333008
	Iteration 0F: 3 clusters Score -4611947 nChanged 14804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -4620061.000000 Penalty: 5156.333008
	Iteration 1F: 3 clusters Score -4620061 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -4620538.000000 Penalty: 5156.333008
	Iteration 2Q: 3 clusters Score -4620538 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -4620986.500000 Penalty: 5156.333008
	Iteration 3Q: 3 clusters Score -4620986 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -4621539.500000 Penalty: 5156.333008
	Iteration 4Q: 3 clusters Score -4621540 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -4622233.500000 Penalty: 5156.333008
	Iteration 5Q: 3 clusters Score -4622234 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -4623174.000000 Penalty: 5156.333008
	Iteration 6F: 3 clusters Score -4623174 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -4624558.000000 Penalty: 5156.333008
	Iteration 7F: 3 clusters Score -4624558 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -4626644.500000 Penalty: 5156.333008
	Iteration 8F: 3 clusters Score -4626644 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -4629030.000000 Penalty: 5156.333008
	Iteration 9F: 3 clusters Score -4629030 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -4631077.000000 Penalty: 5156.333008
	Iteration 10F: 3 clusters Score -4631077 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -4632415.000000 Penalty: 5156.333008
	Iteration 11Q: 3 clusters Score -4632415 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -4633107.500000 Penalty: 5156.333008
	Iteration 12Q: 3 clusters Score -4633108 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -4633413.000000 Penalty: 5156.333008
	Iteration 13Q: 3 clusters Score -4633413 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -4633612.000000 Penalty: 5156.333008
	Iteration 14Q: 3 clusters Score -4633612 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -4633691.500000 Penalty: 5156.333008
	Iteration 15Q: 3 clusters Score -4633692 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -4633745.500000 Penalty: 5156.333008
	Iteration 16Q: 3 clusters Score -4633746 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -4633759.000000 Penalty: 5156.333008
	Iteration 17Q: 3 clusters Score -4633759 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -4633776.500000 Penalty: 5156.333008
	Iteration 18Q: 3 clusters Score -4633776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 31664 members 
Entering Unmasked Estep 
Score: -4633773.500000 Penalty: 5156.333008
	Iteration 19Q: 3 clusters Score -4633774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -4633774.000000 Penalty: 5156.333008
	Iteration 20F: 3 clusters Score -4633774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -4633778.500000 Penalty: 5156.333008
	Iteration 21Q: 3 clusters Score -4633778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -4633778.000000 Penalty: 5156.333008
	Iteration 22Q: 3 clusters Score -4633778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -4633782.500000 Penalty: 5156.333008
	Iteration 23Q: 3 clusters Score -4633782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -4633781.500000 Penalty: 5156.333008
	Iteration 24Q: 3 clusters Score -4633782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -4633785.000000 Penalty: 5156.333008
	Iteration 25Q: 3 clusters Score -4633785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -4633785.000000 Penalty: 5156.333008
	Iteration 26F: 3 clusters Score -4633785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -58276.320312 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -58276.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -56860.339844 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -56860.34 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -57253.816406 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -57253.82 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -57734.992188 Penalty: 3092.267822
	Iteration 2F: 3 clusters Score -57734.99 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -58032.558594 Penalty: 3092.267822
	Iteration 3F: 3 clusters Score -58032.56 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -58187.074219 Penalty: 3092.267822
	Iteration 4F: 3 clusters Score -58187.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -58255.582031 Penalty: 3092.267822
	Iteration 5Q: 3 clusters Score -58255.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -58287.792969 Penalty: 3092.267822
	Iteration 6Q: 3 clusters Score -58287.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -58313.519531 Penalty: 3092.267822
	Iteration 7Q: 3 clusters Score -58313.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -58317.308594 Penalty: 3092.267822
	Iteration 8Q: 3 clusters Score -58317.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -58317.308594 Penalty: 3092.267822
	Iteration 9F: 3 clusters Score -58317.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103561 members 
Mstep: Class 2 contains 34983 members 
Mstep: Class 3 contains 32762 members 
Mstep: Class 4 contains 116210 members 
Mstep: Class 5 contains 46522 members 
Mstep: Class 6 contains 169989 members 
Mstep: Class 7 contains 32723 members 
Mstep: Class 8 contains 135 members 
Mstep: Class 9 contains 68200 members 
Mstep: Class 10 contains 7951 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160771 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24374 members 
Mstep: Class 18 contains 20870 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 102479 members 
Mstep: Class 22 contains 8641 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14859 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Mstep: Class 29 contains 375 members 
Entering Unmasked Estep 
Score: -132685496.000000 Penalty: 99075.648438
Splitting cluster 8 changes total score from -132687352.000000 to -132685496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (68200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68200 members 
Entering Unmasked Estep 
Score: -9598787.000000 Penalty: 2760.289551
	Iteration 0F: 2 clusters Score -9598787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -9552951.000000 Penalty: 5520.579102
	Iteration 0F: 3 clusters Score -9552951 nChanged 31784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -9570873.000000 Penalty: 5520.579102
	Iteration 1F: 3 clusters Score -9570873 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -9571671.000000 Penalty: 5520.579102
	Iteration 2Q: 3 clusters Score -9571671 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -9572562.000000 Penalty: 5520.579102
	Iteration 3Q: 3 clusters Score -9572562 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38858 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -9573967.000000 Penalty: 5520.579102
	Iteration 4Q: 3 clusters Score -9573967 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -9576126.000000 Penalty: 5520.579102
	Iteration 5F: 3 clusters Score -9576126 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45620 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -9579373.000000 Penalty: 5520.579102
	Iteration 6F: 3 clusters Score -9579373 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50177 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -9583531.000000 Penalty: 5520.579102
	Iteration 7F: 3 clusters Score -9583531 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54805 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -9587792.000000 Penalty: 5520.579102
	Iteration 8F: 3 clusters Score -9587792 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58806 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -9591336.000000 Penalty: 5520.579102
	Iteration 9F: 3 clusters Score -9591336 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61785 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -9593751.000000 Penalty: 5520.579102
	Iteration 10Q: 3 clusters Score -9593751 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63789 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -9595306.000000 Penalty: 5520.579102
	Iteration 11Q: 3 clusters Score -9595306 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65006 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -9596076.000000 Penalty: 5520.579102
	Iteration 12Q: 3 clusters Score -9596076 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65765 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -9596494.000000 Penalty: 5520.579102
	Iteration 13Q: 3 clusters Score -9596494 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66220 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -9596777.000000 Penalty: 5520.579102
	Iteration 14Q: 3 clusters Score -9596777 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66505 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -9596897.000000 Penalty: 5520.579102
	Iteration 15Q: 3 clusters Score -9596897 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66705 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -9596961.000000 Penalty: 5520.579102
	Iteration 16Q: 3 clusters Score -9596961 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66833 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -9597020.000000 Penalty: 5520.579102
	Iteration 17Q: 3 clusters Score -9597020 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66908 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -9597048.000000 Penalty: 5520.579102
	Iteration 18Q: 3 clusters Score -9597048 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66961 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -9597056.000000 Penalty: 5520.579102
	Iteration 19Q: 3 clusters Score -9597056 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66994 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -9597065.000000 Penalty: 5520.579102
	Iteration 20F: 3 clusters Score -9597065 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67016 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -9597065.000000 Penalty: 5520.579102
	Iteration 21Q: 3 clusters Score -9597065 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67033 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -9597080.000000 Penalty: 5520.579102
	Iteration 22Q: 3 clusters Score -9597080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67049 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -9597087.000000 Penalty: 5520.579102
	Iteration 23Q: 3 clusters Score -9597087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67060 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -9597097.000000 Penalty: 5520.579102
	Iteration 24Q: 3 clusters Score -9597097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67074 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -9597107.000000 Penalty: 5520.579102
	Iteration 25Q: 3 clusters Score -9597107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67084 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -9597109.000000 Penalty: 5520.579102
	Iteration 26Q: 3 clusters Score -9597109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67091 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -9597111.000000 Penalty: 5520.579102
	Iteration 27Q: 3 clusters Score -9597111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67099 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -9597117.000000 Penalty: 5520.579102
	Iteration 28Q: 3 clusters Score -9597117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67102 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -9597105.000000 Penalty: 5520.579102
	Iteration 29Q: 3 clusters Score -9597105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67105 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -9597116.000000 Penalty: 5520.579102
	Iteration 30Q: 3 clusters Score -9597116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67106 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -9597117.000000 Penalty: 5520.579102
	Iteration 31Q: 3 clusters Score -9597117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67107 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -9597118.000000 Penalty: 5520.579102
	Iteration 32Q: 3 clusters Score -9597118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67108 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -9597120.000000 Penalty: 5520.579102
	Iteration 33Q: 3 clusters Score -9597120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67109 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -9597120.000000 Penalty: 5520.579102
	Iteration 34Q: 3 clusters Score -9597120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67110 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -9597125.000000 Penalty: 5520.579102
	Iteration 35Q: 3 clusters Score -9597125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67112 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -9597121.000000 Penalty: 5520.579102
	Iteration 36Q: 3 clusters Score -9597121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67114 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -9597125.000000 Penalty: 5520.579102
	Iteration 37Q: 3 clusters Score -9597125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67115 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -9597115.000000 Penalty: 5520.579102
	Iteration 38Q: 3 clusters Score -9597115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67118 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -9597114.000000 Penalty: 5520.579102
	Iteration 39Q: 3 clusters Score -9597114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67120 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -9597109.000000 Penalty: 5520.579102
	Iteration 40F: 3 clusters Score -9597109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67117 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -9597119.000000 Penalty: 5520.579102
	Iteration 41Q: 3 clusters Score -9597119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67118 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -9597107.000000 Penalty: 5520.579102
	Iteration 42Q: 3 clusters Score -9597107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67117 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -9597113.000000 Penalty: 5520.579102
	Iteration 43Q: 3 clusters Score -9597113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67116 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -9597109.000000 Penalty: 5520.579102
	Iteration 44Q: 3 clusters Score -9597109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67116 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -9597109.000000 Penalty: 5520.579102
	Iteration 45F: 3 clusters Score -9597109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Entering Unmasked Estep 
Score: -1075385.125000 Penalty: 2227.301270
	Iteration 0F: 2 clusters Score -1075385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1069034.750000 Penalty: 4454.602539
	Iteration 0F: 3 clusters Score -1069035 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1070806.125000 Penalty: 4454.602539
	Iteration 1F: 3 clusters Score -1070806 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1071139.000000 Penalty: 4454.602539
	Iteration 2F: 3 clusters Score -1071139 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1071384.000000 Penalty: 4454.602539
	Iteration 3F: 3 clusters Score -1071384 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1071572.000000 Penalty: 4454.602539
	Iteration 4Q: 3 clusters Score -1071572 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1071742.375000 Penalty: 4454.602539
	Iteration 5Q: 3 clusters Score -1071742 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1071948.875000 Penalty: 4454.602539
	Iteration 6Q: 3 clusters Score -1071949 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1072138.625000 Penalty: 4454.602539
	Iteration 7Q: 3 clusters Score -1072139 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1072335.125000 Penalty: 4454.602539
	Iteration 8Q: 3 clusters Score -1072335 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1072504.500000 Penalty: 4454.602539
	Iteration 9Q: 3 clusters Score -1072504 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1072650.375000 Penalty: 4454.602539
	Iteration 10Q: 3 clusters Score -1072650 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1072796.250000 Penalty: 4454.602539
	Iteration 11Q: 3 clusters Score -1072796 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1072912.375000 Penalty: 4454.602539
	Iteration 12Q: 3 clusters Score -1072912 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1073019.750000 Penalty: 4454.602539
	Iteration 13Q: 3 clusters Score -1073020 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1073096.625000 Penalty: 4454.602539
	Iteration 14Q: 3 clusters Score -1073097 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1073152.500000 Penalty: 4454.602539
	Iteration 15Q: 3 clusters Score -1073152 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1073201.500000 Penalty: 4454.602539
	Iteration 16Q: 3 clusters Score -1073202 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1073244.875000 Penalty: 4454.602539
	Iteration 17Q: 3 clusters Score -1073245 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1073285.625000 Penalty: 4454.602539
	Iteration 18Q: 3 clusters Score -1073286 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1073323.250000 Penalty: 4454.602539
	Iteration 19Q: 3 clusters Score -1073323 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1073360.250000 Penalty: 4454.602539
	Iteration 20F: 3 clusters Score -1073360 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1073395.125000 Penalty: 4454.602539
	Iteration 21Q: 3 clusters Score -1073395 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1073421.250000 Penalty: 4454.602539
	Iteration 22Q: 3 clusters Score -1073421 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1073443.375000 Penalty: 4454.602539
	Iteration 23Q: 3 clusters Score -1073443 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1073462.500000 Penalty: 4454.602539
	Iteration 24Q: 3 clusters Score -1073462 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1073479.500000 Penalty: 4454.602539
	Iteration 25Q: 3 clusters Score -1073480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1073486.250000 Penalty: 4454.602539
	Iteration 26Q: 3 clusters Score -1073486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1073492.500000 Penalty: 4454.602539
	Iteration 27Q: 3 clusters Score -1073492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1073497.875000 Penalty: 4454.602539
	Iteration 28Q: 3 clusters Score -1073498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1073498.750000 Penalty: 4454.602539
	Iteration 29Q: 3 clusters Score -1073499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1073503.750000 Penalty: 4454.602539
	Iteration 30Q: 3 clusters Score -1073504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1073509.750000 Penalty: 4454.602539
	Iteration 31Q: 3 clusters Score -1073510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1073514.375000 Penalty: 4454.602539
	Iteration 32Q: 3 clusters Score -1073514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1073520.625000 Penalty: 4454.602539
	Iteration 33Q: 3 clusters Score -1073521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1073520.875000 Penalty: 4454.602539
	Iteration 34Q: 3 clusters Score -1073521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1073522.250000 Penalty: 4454.602539
	Iteration 35Q: 3 clusters Score -1073522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1073523.125000 Penalty: 4454.602539
	Iteration 36Q: 3 clusters Score -1073523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1073523.000000 Penalty: 4454.602539
	Iteration 37Q: 3 clusters Score -1073523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1073524.250000 Penalty: 4454.602539
	Iteration 38Q: 3 clusters Score -1073524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1073526.875000 Penalty: 4454.602539
	Iteration 39Q: 3 clusters Score -1073527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1073529.125000 Penalty: 4454.602539
	Iteration 40F: 3 clusters Score -1073529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1073530.750000 Penalty: 4454.602539
	Iteration 41Q: 3 clusters Score -1073531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1073531.000000 Penalty: 4454.602539
	Iteration 42Q: 3 clusters Score -1073531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1073531.250000 Penalty: 4454.602539
	Iteration 43Q: 3 clusters Score -1073531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1073530.250000 Penalty: 4454.602539
	Iteration 44Q: 3 clusters Score -1073530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1073530.250000 Penalty: 4454.602539
	Iteration 45F: 3 clusters Score -1073530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Entering Unmasked Estep 
Score: -426515.875000 Penalty: 1999.483398
	Iteration 0F: 2 clusters Score -426515.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -423108.562500 Penalty: 3998.966797
	Iteration 0F: 3 clusters Score -423108.6 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -423875.843750 Penalty: 3998.966797
	Iteration 1F: 3 clusters Score -423875.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -424125.812500 Penalty: 3998.966797
	Iteration 2F: 3 clusters Score -424125.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -424292.593750 Penalty: 3998.966797
	Iteration 3F: 3 clusters Score -424292.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -424422.937500 Penalty: 3998.966797
	Iteration 4Q: 3 clusters Score -424422.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -424546.593750 Penalty: 3998.966797
	Iteration 5Q: 3 clusters Score -424546.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -424657.906250 Penalty: 3998.966797
	Iteration 6Q: 3 clusters Score -424657.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -424760.437500 Penalty: 3998.966797
	Iteration 7Q: 3 clusters Score -424760.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -424827.375000 Penalty: 3998.966797
	Iteration 8Q: 3 clusters Score -424827.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -424887.375000 Penalty: 3998.966797
	Iteration 9Q: 3 clusters Score -424887.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -424941.906250 Penalty: 3998.966797
	Iteration 10Q: 3 clusters Score -424941.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -424987.531250 Penalty: 3998.966797
	Iteration 11Q: 3 clusters Score -424987.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -425023.875000 Penalty: 3998.966797
	Iteration 12Q: 3 clusters Score -425023.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -425050.281250 Penalty: 3998.966797
	Iteration 13Q: 3 clusters Score -425050.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -425069.062500 Penalty: 3998.966797
	Iteration 14Q: 3 clusters Score -425069.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -425088.062500 Penalty: 3998.966797
	Iteration 15Q: 3 clusters Score -425088.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -425105.468750 Penalty: 3998.966797
	Iteration 16Q: 3 clusters Score -425105.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -425117.468750 Penalty: 3998.966797
	Iteration 17Q: 3 clusters Score -425117.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -425131.312500 Penalty: 3998.966797
	Iteration 18Q: 3 clusters Score -425131.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -425144.500000 Penalty: 3998.966797
	Iteration 19Q: 3 clusters Score -425144.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -425158.562500 Penalty: 3998.966797
	Iteration 20F: 3 clusters Score -425158.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -425165.125000 Penalty: 3998.966797
	Iteration 21Q: 3 clusters Score -425165.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -425167.062500 Penalty: 3998.966797
	Iteration 22Q: 3 clusters Score -425167.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -425168.812500 Penalty: 3998.966797
	Iteration 23Q: 3 clusters Score -425168.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -425168.843750 Penalty: 3998.966797
	Iteration 24Q: 3 clusters Score -425168.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -425168.843750 Penalty: 3998.966797
	Iteration 25F: 3 clusters Score -425168.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -549359.312500 Penalty: 2055.930420
	Iteration 0F: 2 clusters Score -549359.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -545466.750000 Penalty: 4111.860840
	Iteration 0F: 3 clusters Score -545466.8 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -546416.562500 Penalty: 4111.860840
	Iteration 1F: 3 clusters Score -546416.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -546650.375000 Penalty: 4111.860840
	Iteration 2F: 3 clusters Score -546650.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -546799.937500 Penalty: 4111.860840
	Iteration 3F: 3 clusters Score -546799.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -546939.562500 Penalty: 4111.860840
	Iteration 4Q: 3 clusters Score -546939.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -547062.250000 Penalty: 4111.860840
	Iteration 5Q: 3 clusters Score -547062.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -547158.687500 Penalty: 4111.860840
	Iteration 6Q: 3 clusters Score -547158.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -547263.500000 Penalty: 4111.860840
	Iteration 7Q: 3 clusters Score -547263.5 nChanged 142
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: -547368.812500 Penalty: 4111.860840
	Iteration 8Q: 3 clusters Score -547368.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -547464.062500 Penalty: 4111.860840
	Iteration 9Q: 3 clusters Score -547464.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -547567.000000 Penalty: 4111.860840
	Iteration 10Q: 3 clusters Score -547567 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -547663.812500 Penalty: 4111.860840
	Iteration 11Q: 3 clusters Score -547663.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -547744.625000 Penalty: 4111.860840
	Iteration 12Q: 3 clusters Score -547744.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -547803.187500 Penalty: 4111.860840
	Iteration 13Q: 3 clusters Score -547803.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -547848.500000 Penalty: 4111.860840
	Iteration 14Q: 3 clusters Score -547848.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -547882.875000 Penalty: 4111.860840
	Iteration 15Q: 3 clusters Score -547882.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -547905.937500 Penalty: 4111.860840
	Iteration 16Q: 3 clusters Score -547905.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -547923.875000 Penalty: 4111.860840
	Iteration 17Q: 3 clusters Score -547923.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -547940.062500 Penalty: 4111.860840
	Iteration 18Q: 3 clusters Score -547940.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -547966.500000 Penalty: 4111.860840
	Iteration 19Q: 3 clusters Score -547966.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -547982.187500 Penalty: 4111.860840
	Iteration 20F: 3 clusters Score -547982.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -548003.125000 Penalty: 4111.860840
	Iteration 21Q: 3 clusters Score -548003.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -548019.500000 Penalty: 4111.860840
	Iteration 22Q: 3 clusters Score -548019.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -548032.500000 Penalty: 4111.860840
	Iteration 23Q: 3 clusters Score -548032.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -548039.750000 Penalty: 4111.860840
	Iteration 24Q: 3 clusters Score -548039.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -548048.687500 Penalty: 4111.860840
	Iteration 25Q: 3 clusters Score -548048.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -548057.562500 Penalty: 4111.860840
	Iteration 26Q: 3 clusters Score -548057.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -548066.812500 Penalty: 4111.860840
	Iteration 27Q: 3 clusters Score -548066.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -548075.000000 Penalty: 4111.860840
	Iteration 28Q: 3 clusters Score -548075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -548079.687500 Penalty: 4111.860840
	Iteration 29Q: 3 clusters Score -548079.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -548083.437500 Penalty: 4111.860840
	Iteration 30Q: 3 clusters Score -548083.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -548084.875000 Penalty: 4111.860840
	Iteration 31Q: 3 clusters Score -548084.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -548086.062500 Penalty: 4111.860840
	Iteration 32Q: 3 clusters Score -548086.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -548088.125000 Penalty: 4111.860840
	Iteration 33Q: 3 clusters Score -548088.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -548090.125000 Penalty: 4111.860840
	Iteration 34Q: 3 clusters Score -548090.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -548090.062500 Penalty: 4111.860840
	Iteration 35Q: 3 clusters Score -548090.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -548090.937500 Penalty: 4111.860840
	Iteration 36Q: 3 clusters Score -548090.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -548093.375000 Penalty: 4111.860840
	Iteration 37Q: 3 clusters Score -548093.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -548094.312500 Penalty: 4111.860840
	Iteration 38Q: 3 clusters Score -548094.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -548097.875000 Penalty: 4111.860840
	Iteration 39Q: 3 clusters Score -548097.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -548099.625000 Penalty: 4111.860840
	Iteration 40F: 3 clusters Score -548099.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -548100.250000 Penalty: 4111.860840
	Iteration 41Q: 3 clusters Score -548100.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -548101.500000 Penalty: 4111.860840
	Iteration 42Q: 3 clusters Score -548101.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -548101.500000 Penalty: 4111.860840
	Iteration 43F: 3 clusters Score -548101.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (160771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160771 members 
Entering Unmasked Estep 
Score: -22456038.000000 Penalty: 2972.958740
	Iteration 0F: 2 clusters Score -2.245604e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80565 members 
Mstep: Class 2 contains 80206 members 
Entering Unmasked Estep 
Score: -22351240.000000 Penalty: 5945.917480
	Iteration 0F: 3 clusters Score -2.235124e+07 nChanged 76974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83313 members 
Mstep: Class 2 contains 77458 members 
Entering Unmasked Estep 
Score: -22396670.000000 Penalty: 5945.917480
	Iteration 1F: 3 clusters Score -2.239667e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84784 members 
Mstep: Class 2 contains 75987 members 
Entering Unmasked Estep 
Score: -22397876.000000 Penalty: 5945.917480
	Iteration 2Q: 3 clusters Score -2.239788e+07 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86957 members 
Mstep: Class 2 contains 73814 members 
Entering Unmasked Estep 
Score: -22399636.000000 Penalty: 5945.917480
	Iteration 3Q: 3 clusters Score -2.239964e+07 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90037 members 
Mstep: Class 2 contains 70734 members 
Entering Unmasked Estep 
Score: -22401972.000000 Penalty: 5945.917480
	Iteration 4Q: 3 clusters Score -2.240197e+07 nChanged 7117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94306 members 
Mstep: Class 2 contains 66465 members 
Entering Unmasked Estep 
Score: -22405736.000000 Penalty: 5945.917480
	Iteration 5Q: 3 clusters Score -2.240574e+07 nChanged 8333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99973 members 
Mstep: Class 2 contains 60798 members 
Entering Unmasked Estep 
Score: -22411012.000000 Penalty: 5945.917480
	Iteration 6F: 3 clusters Score -2.241101e+07 nChanged 9413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106756 members 
Mstep: Class 2 contains 54015 members 
Entering Unmasked Estep 
Score: -22418282.000000 Penalty: 5945.917480
	Iteration 7F: 3 clusters Score -2.241828e+07 nChanged 9851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113669 members 
Mstep: Class 2 contains 47102 members 
Entering Unmasked Estep 
Score: -22426086.000000 Penalty: 5945.917480
	Iteration 8F: 3 clusters Score -2.242609e+07 nChanged 9033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119686 members 
Mstep: Class 2 contains 41085 members 
Entering Unmasked Estep 
Score: -22432750.000000 Penalty: 5945.917480
	Iteration 9F: 3 clusters Score -2.243275e+07 nChanged 7543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124271 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -22437382.000000 Penalty: 5945.917480
	Iteration 10Q: 3 clusters Score -2.243738e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127851 members 
Mstep: Class 2 contains 32920 members 
Entering Unmasked Estep 
Score: -22440356.000000 Penalty: 5945.917480
	Iteration 11Q: 3 clusters Score -2.244036e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130672 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -22442270.000000 Penalty: 5945.917480
	Iteration 12Q: 3 clusters Score -2.244227e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133067 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -22443464.000000 Penalty: 5945.917480
	Iteration 13Q: 3 clusters Score -2.244346e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135256 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -22444334.000000 Penalty: 5945.917480
	Iteration 14Q: 3 clusters Score -2.244433e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137311 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -22445118.000000 Penalty: 5945.917480
	Iteration 15Q: 3 clusters Score -2.244512e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139309 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -22445886.000000 Penalty: 5945.917480
	Iteration 16Q: 3 clusters Score -2.244589e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141187 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -22446682.000000 Penalty: 5945.917480
	Iteration 17Q: 3 clusters Score -2.244668e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142993 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -22447442.000000 Penalty: 5945.917480
	Iteration 18Q: 3 clusters Score -2.244744e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144749 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -22448144.000000 Penalty: 5945.917480
	Iteration 19Q: 3 clusters Score -2.244814e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146392 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -22448900.000000 Penalty: 5945.917480
	Iteration 20F: 3 clusters Score -2.24489e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147991 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -22449644.000000 Penalty: 5945.917480
	Iteration 21Q: 3 clusters Score -2.244964e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149513 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -22450360.000000 Penalty: 5945.917480
	Iteration 22Q: 3 clusters Score -2.245036e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150914 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -22451076.000000 Penalty: 5945.917480
	Iteration 23Q: 3 clusters Score -2.245108e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152146 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -22451762.000000 Penalty: 5945.917480
	Iteration 24Q: 3 clusters Score -2.245176e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153228 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -22452322.000000 Penalty: 5945.917480
	Iteration 25Q: 3 clusters Score -2.245232e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154167 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -22452804.000000 Penalty: 5945.917480
	Iteration 26Q: 3 clusters Score -2.24528e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154949 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -22453224.000000 Penalty: 5945.917480
	Iteration 27Q: 3 clusters Score -2.245322e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155612 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -22453514.000000 Penalty: 5945.917480
	Iteration 28Q: 3 clusters Score -2.245351e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156159 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -22453728.000000 Penalty: 5945.917480
	Iteration 29Q: 3 clusters Score -2.245373e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156606 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -22453948.000000 Penalty: 5945.917480
	Iteration 30Q: 3 clusters Score -2.245395e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156971 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -22454028.000000 Penalty: 5945.917480
	Iteration 31Q: 3 clusters Score -2.245403e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157294 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -22454226.000000 Penalty: 5945.917480
	Iteration 32Q: 3 clusters Score -2.245423e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157545 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -22454330.000000 Penalty: 5945.917480
	Iteration 33Q: 3 clusters Score -2.245433e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157760 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -22454392.000000 Penalty: 5945.917480
	Iteration 34Q: 3 clusters Score -2.245439e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157933 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -22454440.000000 Penalty: 5945.917480
	Iteration 35Q: 3 clusters Score -2.245444e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158085 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -22454464.000000 Penalty: 5945.917480
	Iteration 36Q: 3 clusters Score -2.245446e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158200 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -22454450.000000 Penalty: 5945.917480
	Iteration 37Q: 3 clusters Score -2.245445e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158264 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -22454502.000000 Penalty: 5945.917480
	Iteration 38Q: 3 clusters Score -2.24545e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158329 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -22454526.000000 Penalty: 5945.917480
	Iteration 39Q: 3 clusters Score -2.245453e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158374 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -22454564.000000 Penalty: 5945.917480
	Iteration 40F: 3 clusters Score -2.245456e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158418 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -22454562.000000 Penalty: 5945.917480
	Iteration 41Q: 3 clusters Score -2.245456e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158461 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -22454546.000000 Penalty: 5945.917480
	Iteration 42Q: 3 clusters Score -2.245455e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158506 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -22454572.000000 Penalty: 5945.917480
	Iteration 43Q: 3 clusters Score -2.245457e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158543 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -22454568.000000 Penalty: 5945.917480
	Iteration 44Q: 3 clusters Score -2.245457e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158577 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -22454548.000000 Penalty: 5945.917480
	Iteration 45Q: 3 clusters Score -2.245455e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158593 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -22454584.000000 Penalty: 5945.917480
	Iteration 46Q: 3 clusters Score -2.245458e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158602 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -22454606.000000 Penalty: 5945.917480
	Iteration 47Q: 3 clusters Score -2.245461e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158609 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -22454592.000000 Penalty: 5945.917480
	Iteration 48Q: 3 clusters Score -2.245459e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158619 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -22454570.000000 Penalty: 5945.917480
	Iteration 49Q: 3 clusters Score -2.245457e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158634 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -22454600.000000 Penalty: 5945.917480
	Iteration 50Q: 3 clusters Score -2.24546e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158648 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -22454602.000000 Penalty: 5945.917480
	Iteration 51Q: 3 clusters Score -2.24546e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158657 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -22454598.000000 Penalty: 5945.917480
	Iteration 52Q: 3 clusters Score -2.24546e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158670 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -22454600.000000 Penalty: 5945.917480
	Iteration 53Q: 3 clusters Score -2.24546e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158674 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -22454580.000000 Penalty: 5945.917480
	Iteration 54Q: 3 clusters Score -2.245458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158676 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -22454592.000000 Penalty: 5945.917480
	Iteration 55Q: 3 clusters Score -2.245459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158675 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -22454586.000000 Penalty: 5945.917480
	Iteration 56Q: 3 clusters Score -2.245459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158674 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -22454582.000000 Penalty: 5945.917480
	Iteration 57Q: 3 clusters Score -2.245458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158675 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -22454588.000000 Penalty: 5945.917480
	Iteration 58Q: 3 clusters Score -2.245459e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158675 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -22454588.000000 Penalty: 5945.917480
	Iteration 59F: 3 clusters Score -2.245459e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -75941.054688 Penalty: 1586.438599
	Iteration 0F: 2 clusters Score -75941.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -74350.218750 Penalty: 3172.877197
	Iteration 0F: 3 clusters Score -74350.22 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -74537.875000 Penalty: 3172.877197
	Iteration 1F: 3 clusters Score -74537.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -74633.835938 Penalty: 3172.877197
	Iteration 2Q: 3 clusters Score -74633.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -74704.710938 Penalty: 3172.877197
	Iteration 3Q: 3 clusters Score -74704.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -74777.679688 Penalty: 3172.877197
	Iteration 4Q: 3 clusters Score -74777.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -74882.289062 Penalty: 3172.877197
	Iteration 5Q: 3 clusters Score -74882.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -74943.320312 Penalty: 3172.877197
	Iteration 6Q: 3 clusters Score -74943.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -74984.375000 Penalty: 3172.877197
	Iteration 7Q: 3 clusters Score -74984.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -75025.617188 Penalty: 3172.877197
	Iteration 8Q: 3 clusters Score -75025.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -75053.000000 Penalty: 3172.877197
	Iteration 9Q: 3 clusters Score -75053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -75084.539062 Penalty: 3172.877197
	Iteration 10Q: 3 clusters Score -75084.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -75108.507812 Penalty: 3172.877197
	Iteration 11Q: 3 clusters Score -75108.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -75129.531250 Penalty: 3172.877197
	Iteration 12Q: 3 clusters Score -75129.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -75139.265625 Penalty: 3172.877197
	Iteration 13Q: 3 clusters Score -75139.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -75141.429688 Penalty: 3172.877197
	Iteration 14Q: 3 clusters Score -75141.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -75142.335938 Penalty: 3172.877197
	Iteration 15Q: 3 clusters Score -75142.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -75142.335938 Penalty: 3172.877197
	Iteration 16F: 3 clusters Score -75142.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Entering Unmasked Estep 
Score: -281378.843750 Penalty: 1884.651611
	Iteration 0F: 2 clusters Score -281378.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -278703.562500 Penalty: 3769.303223
	Iteration 0F: 3 clusters Score -278703.6 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -279150.750000 Penalty: 3769.303223
	Iteration 1F: 3 clusters Score -279150.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -279278.031250 Penalty: 3769.303223
	Iteration 2F: 3 clusters Score -279278 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -279362.906250 Penalty: 3769.303223
	Iteration 3Q: 3 clusters Score -279362.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -279436.687500 Penalty: 3769.303223
	Iteration 4Q: 3 clusters Score -279436.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -279494.093750 Penalty: 3769.303223
	Iteration 5Q: 3 clusters Score -279494.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -279549.937500 Penalty: 3769.303223
	Iteration 6Q: 3 clusters Score -279549.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -279588.968750 Penalty: 3769.303223
	Iteration 7Q: 3 clusters Score -279589 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -279623.906250 Penalty: 3769.303223
	Iteration 8Q: 3 clusters Score -279623.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -279665.312500 Penalty: 3769.303223
	Iteration 9Q: 3 clusters Score -279665.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -279696.187500 Penalty: 3769.303223
	Iteration 10Q: 3 clusters Score -279696.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -279727.375000 Penalty: 3769.303223
	Iteration 11Q: 3 clusters Score -279727.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -279751.843750 Penalty: 3769.303223
	Iteration 12Q: 3 clusters Score -279751.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -279773.406250 Penalty: 3769.303223
	Iteration 13Q: 3 clusters Score -279773.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -279793.593750 Penalty: 3769.303223
	Iteration 14Q: 3 clusters Score -279793.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -279801.031250 Penalty: 3769.303223
	Iteration 15Q: 3 clusters Score -279801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -279806.437500 Penalty: 3769.303223
	Iteration 16Q: 3 clusters Score -279806.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -279812.125000 Penalty: 3769.303223
	Iteration 17Q: 3 clusters Score -279812.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -279817.281250 Penalty: 3769.303223
	Iteration 18Q: 3 clusters Score -279817.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -279820.468750 Penalty: 3769.303223
	Iteration 19Q: 3 clusters Score -279820.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -279823.531250 Penalty: 3769.303223
	Iteration 20F: 3 clusters Score -279823.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -279830.031250 Penalty: 3769.303223
	Iteration 21Q: 3 clusters Score -279830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -279837.656250 Penalty: 3769.303223
	Iteration 22Q: 3 clusters Score -279837.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -279841.375000 Penalty: 3769.303223
	Iteration 23Q: 3 clusters Score -279841.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -279845.906250 Penalty: 3769.303223
	Iteration 24Q: 3 clusters Score -279845.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -279848.093750 Penalty: 3769.303223
	Iteration 25Q: 3 clusters Score -279848.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -279849.062500 Penalty: 3769.303223
	Iteration 26Q: 3 clusters Score -279849.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -279850.187500 Penalty: 3769.303223
	Iteration 27Q: 3 clusters Score -279850.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -279852.687500 Penalty: 3769.303223
	Iteration 28Q: 3 clusters Score -279852.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -279855.343750 Penalty: 3769.303223
	Iteration 29Q: 3 clusters Score -279855.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -279857.093750 Penalty: 3769.303223
	Iteration 30Q: 3 clusters Score -279857.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -279858.906250 Penalty: 3769.303223
	Iteration 31Q: 3 clusters Score -279858.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -279860.281250 Penalty: 3769.303223
	Iteration 32Q: 3 clusters Score -279860.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -279862.343750 Penalty: 3769.303223
	Iteration 33Q: 3 clusters Score -279862.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -279863.218750 Penalty: 3769.303223
	Iteration 34Q: 3 clusters Score -279863.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -279863.437500 Penalty: 3769.303223
	Iteration 35Q: 3 clusters Score -279863.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -279864.156250 Penalty: 3769.303223
	Iteration 36Q: 3 clusters Score -279864.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -279864.156250 Penalty: 3769.303223
	Iteration 37F: 3 clusters Score -279864.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -97046.203125 Penalty: 1674.852661
	Iteration 0F: 2 clusters Score -97046.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -95309.515625 Penalty: 3349.705322
	Iteration 0F: 3 clusters Score -95309.52 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -95698.804688 Penalty: 3349.705322
	Iteration 1F: 3 clusters Score -95698.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -95910.000000 Penalty: 3349.705322
	Iteration 2F: 3 clusters Score -95910 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -96170.921875 Penalty: 3349.705322
	Iteration 3F: 3 clusters Score -96170.92 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -96379.125000 Penalty: 3349.705322
	Iteration 4F: 3 clusters Score -96379.12 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -96605.812500 Penalty: 3349.705322
	Iteration 5F: 3 clusters Score -96605.81 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -96740.101562 Penalty: 3349.705322
	Iteration 6Q: 3 clusters Score -96740.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -96950.421875 Penalty: 3349.705322
	Iteration 7Q: 3 clusters Score -96950.42 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -97077.320312 Penalty: 3349.705322
	Iteration 8Q: 3 clusters Score -97077.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -97120.859375 Penalty: 3349.705322
	Iteration 9Q: 3 clusters Score -97120.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -97154.781250 Penalty: 3349.705322
	Iteration 10Q: 3 clusters Score -97154.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -97162.132812 Penalty: 3349.705322
	Iteration 11Q: 3 clusters Score -97162.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -97166.593750 Penalty: 3349.705322
	Iteration 12Q: 3 clusters Score -97166.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -97172.101562 Penalty: 3349.705322
	Iteration 13Q: 3 clusters Score -97172.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -97175.554688 Penalty: 3349.705322
	Iteration 14Q: 3 clusters Score -97175.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -97180.539062 Penalty: 3349.705322
	Iteration 15Q: 3 clusters Score -97180.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -97185.593750 Penalty: 3349.705322
	Iteration 16Q: 3 clusters Score -97185.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -97195.078125 Penalty: 3349.705322
	Iteration 17F: 3 clusters Score -97195.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -97239.859375 Penalty: 3349.705322
	Iteration 18Q: 3 clusters Score -97239.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -97257.460938 Penalty: 3349.705322
	Iteration 19Q: 3 clusters Score -97257.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -97269.289062 Penalty: 3349.705322
	Iteration 20F: 3 clusters Score -97269.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -97285.500000 Penalty: 3349.705322
	Iteration 21Q: 3 clusters Score -97285.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -97293.351562 Penalty: 3349.705322
	Iteration 22Q: 3 clusters Score -97293.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -97296.984375 Penalty: 3349.705322
	Iteration 23Q: 3 clusters Score -97296.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -97296.984375 Penalty: 3349.705322
	Iteration 24F: 3 clusters Score -97296.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103561 members 
Mstep: Class 2 contains 34983 members 
Mstep: Class 3 contains 32762 members 
Mstep: Class 4 contains 116210 members 
Mstep: Class 5 contains 46522 members 
Mstep: Class 6 contains 169989 members 
Mstep: Class 7 contains 32723 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68200 members 
Mstep: Class 10 contains 7951 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160771 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 450 members 
Mstep: Class 17 contains 24374 members 
Mstep: Class 18 contains 20870 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 102479 members 
Mstep: Class 22 contains 8641 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14859 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Mstep: Class 29 contains 407 members 
Entering Unmasked Estep 
Score: -132685768.000000 Penalty: 99075.648438
Splitting cluster 16 changes total score from -132687352.000000 to -132685768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (24374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Entering Unmasked Estep 
Score: -3463140.500000 Penalty: 2505.115723
	Iteration 0F: 2 clusters Score -3463140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -3446219.750000 Penalty: 5010.231445
	Iteration 0F: 3 clusters Score -3446220 nChanged 10815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -3451884.500000 Penalty: 5010.231445
	Iteration 1F: 3 clusters Score -3451884 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -3452281.500000 Penalty: 5010.231445
	Iteration 2Q: 3 clusters Score -3452282 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -3452613.000000 Penalty: 5010.231445
	Iteration 3Q: 3 clusters Score -3452613 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -3452923.000000 Penalty: 5010.231445
	Iteration 4Q: 3 clusters Score -3452923 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -3453237.750000 Penalty: 5010.231445
	Iteration 5Q: 3 clusters Score -3453238 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -3453554.250000 Penalty: 5010.231445
	Iteration 6Q: 3 clusters Score -3453554 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -3453954.500000 Penalty: 5010.231445
	Iteration 7Q: 3 clusters Score -3453954 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -3454377.750000 Penalty: 5010.231445
	Iteration 8Q: 3 clusters Score -3454378 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -3454850.000000 Penalty: 5010.231445
	Iteration 9Q: 3 clusters Score -3454850 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -3455430.000000 Penalty: 5010.231445
	Iteration 10Q: 3 clusters Score -3455430 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -3456120.750000 Penalty: 5010.231445
	Iteration 11Q: 3 clusters Score -3456121 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -3456790.500000 Penalty: 5010.231445
	Iteration 12Q: 3 clusters Score -3456790 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -3457387.750000 Penalty: 5010.231445
	Iteration 13Q: 3 clusters Score -3457388 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -3457897.250000 Penalty: 5010.231445
	Iteration 14Q: 3 clusters Score -3457897 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -3458243.250000 Penalty: 5010.231445
	Iteration 15Q: 3 clusters Score -3458243 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -3458494.500000 Penalty: 5010.231445
	Iteration 16Q: 3 clusters Score -3458494 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -3458680.250000 Penalty: 5010.231445
	Iteration 17Q: 3 clusters Score -3458680 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -3458844.750000 Penalty: 5010.231445
	Iteration 18Q: 3 clusters Score -3458845 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -3458960.250000 Penalty: 5010.231445
	Iteration 19Q: 3 clusters Score -3458960 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -3459105.250000 Penalty: 5010.231445
	Iteration 20F: 3 clusters Score -3459105 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -3459234.000000 Penalty: 5010.231445
	Iteration 21Q: 3 clusters Score -3459234 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -3459379.750000 Penalty: 5010.231445
	Iteration 22Q: 3 clusters Score -3459380 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -3459513.750000 Penalty: 5010.231445
	Iteration 23Q: 3 clusters Score -3459514 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -3459670.000000 Penalty: 5010.231445
	Iteration 24Q: 3 clusters Score -3459670 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -3459830.000000 Penalty: 5010.231445
	Iteration 25Q: 3 clusters Score -3459830 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -3459969.750000 Penalty: 5010.231445
	Iteration 26Q: 3 clusters Score -3459970 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -3460095.750000 Penalty: 5010.231445
	Iteration 27Q: 3 clusters Score -3460096 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -3460204.750000 Penalty: 5010.231445
	Iteration 28Q: 3 clusters Score -3460205 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -3460321.250000 Penalty: 5010.231445
	Iteration 29Q: 3 clusters Score -3460321 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -3460401.750000 Penalty: 5010.231445
	Iteration 30Q: 3 clusters Score -3460402 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3460496.250000 Penalty: 5010.231445
	Iteration 31Q: 3 clusters Score -3460496 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3460573.000000 Penalty: 5010.231445
	Iteration 32Q: 3 clusters Score -3460573 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -3460631.000000 Penalty: 5010.231445
	Iteration 33Q: 3 clusters Score -3460631 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3460675.000000 Penalty: 5010.231445
	Iteration 34Q: 3 clusters Score -3460675 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3460716.500000 Penalty: 5010.231445
	Iteration 35Q: 3 clusters Score -3460716 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3460758.000000 Penalty: 5010.231445
	Iteration 36Q: 3 clusters Score -3460758 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3460787.750000 Penalty: 5010.231445
	Iteration 37Q: 3 clusters Score -3460788 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3460820.000000 Penalty: 5010.231445
	Iteration 38Q: 3 clusters Score -3460820 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3460854.250000 Penalty: 5010.231445
	Iteration 39Q: 3 clusters Score -3460854 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3460883.500000 Penalty: 5010.231445
	Iteration 40F: 3 clusters Score -3460884 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3460907.750000 Penalty: 5010.231445
	Iteration 41Q: 3 clusters Score -3460908 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3460935.000000 Penalty: 5010.231445
	Iteration 42Q: 3 clusters Score -3460935 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3460964.500000 Penalty: 5010.231445
	Iteration 43Q: 3 clusters Score -3460964 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3460972.000000 Penalty: 5010.231445
	Iteration 44Q: 3 clusters Score -3460972 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3460985.250000 Penalty: 5010.231445
	Iteration 45Q: 3 clusters Score -3460985 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3460997.750000 Penalty: 5010.231445
	Iteration 46Q: 3 clusters Score -3460998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3461004.250000 Penalty: 5010.231445
	Iteration 47Q: 3 clusters Score -3461004 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3461026.500000 Penalty: 5010.231445
	Iteration 48Q: 3 clusters Score -3461026 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3461032.500000 Penalty: 5010.231445
	Iteration 49Q: 3 clusters Score -3461032 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3461043.500000 Penalty: 5010.231445
	Iteration 50Q: 3 clusters Score -3461044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3461048.000000 Penalty: 5010.231445
	Iteration 51Q: 3 clusters Score -3461048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3461057.250000 Penalty: 5010.231445
	Iteration 52Q: 3 clusters Score -3461057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3461064.500000 Penalty: 5010.231445
	Iteration 53Q: 3 clusters Score -3461064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3461069.250000 Penalty: 5010.231445
	Iteration 54Q: 3 clusters Score -3461069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3461067.500000 Penalty: 5010.231445
	Iteration 55Q: 3 clusters Score -3461068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3461068.000000 Penalty: 5010.231445
	Iteration 56Q: 3 clusters Score -3461068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3461066.500000 Penalty: 5010.231445
	Iteration 57Q: 3 clusters Score -3461066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3461072.250000 Penalty: 5010.231445
	Iteration 58Q: 3 clusters Score -3461072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3461074.500000 Penalty: 5010.231445
	Iteration 59Q: 3 clusters Score -3461074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3461078.750000 Penalty: 5010.231445
	Iteration 60F: 3 clusters Score -3461079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3461079.750000 Penalty: 5010.231445
	Iteration 61Q: 3 clusters Score -3461080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3461080.250000 Penalty: 5010.231445
	Iteration 62Q: 3 clusters Score -3461080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3461077.750000 Penalty: 5010.231445
	Iteration 63Q: 3 clusters Score -3461078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3461075.250000 Penalty: 5010.231445
	Iteration 64Q: 3 clusters Score -3461075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3461077.000000 Penalty: 5010.231445
	Iteration 65Q: 3 clusters Score -3461077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3461079.750000 Penalty: 5010.231445
	Iteration 66Q: 3 clusters Score -3461080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3461081.500000 Penalty: 5010.231445
	Iteration 67Q: 3 clusters Score -3461082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3461082.000000 Penalty: 5010.231445
	Iteration 68Q: 3 clusters Score -3461082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3461082.500000 Penalty: 5010.231445
	Iteration 69Q: 3 clusters Score -3461082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3461086.500000 Penalty: 5010.231445
	Iteration 70Q: 3 clusters Score -3461086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3461085.250000 Penalty: 5010.231445
	Iteration 71Q: 3 clusters Score -3461085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3461091.500000 Penalty: 5010.231445
	Iteration 72Q: 3 clusters Score -3461092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3461092.000000 Penalty: 5010.231445
	Iteration 73Q: 3 clusters Score -3461092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3461094.250000 Penalty: 5010.231445
	Iteration 74Q: 3 clusters Score -3461094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3461099.000000 Penalty: 5010.231445
	Iteration 75Q: 3 clusters Score -3461099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3461098.000000 Penalty: 5010.231445
	Iteration 76Q: 3 clusters Score -3461098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3461101.500000 Penalty: 5010.231445
	Iteration 77Q: 3 clusters Score -3461102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3461102.000000 Penalty: 5010.231445
	Iteration 78Q: 3 clusters Score -3461102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3461101.500000 Penalty: 5010.231445
	Iteration 79Q: 3 clusters Score -3461102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3461100.750000 Penalty: 5010.231445
	Iteration 80F: 3 clusters Score -3461101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3461103.500000 Penalty: 5010.231445
	Iteration 81Q: 3 clusters Score -3461104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3461108.000000 Penalty: 5010.231445
	Iteration 82Q: 3 clusters Score -3461108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3461104.000000 Penalty: 5010.231445
	Iteration 83Q: 3 clusters Score -3461104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3461106.000000 Penalty: 5010.231445
	Iteration 84Q: 3 clusters Score -3461106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3461106.500000 Penalty: 5010.231445
	Iteration 85Q: 3 clusters Score -3461106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3461108.750000 Penalty: 5010.231445
	Iteration 86Q: 3 clusters Score -3461109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3461109.500000 Penalty: 5010.231445
	Iteration 87Q: 3 clusters Score -3461110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3461113.500000 Penalty: 5010.231445
	Iteration 88Q: 3 clusters Score -3461114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3461113.500000 Penalty: 5010.231445
	Iteration 89F: 3 clusters Score -3461114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Entering Unmasked Estep 
Score: -2944348.000000 Penalty: 2466.624756
	Iteration 0F: 2 clusters Score -2944348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2929619.000000 Penalty: 4933.249512
	Iteration 0F: 3 clusters Score -2929619 nChanged 9271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -2934637.250000 Penalty: 4933.249512
	Iteration 1F: 3 clusters Score -2934637 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -2934962.750000 Penalty: 4933.249512
	Iteration 2Q: 3 clusters Score -2934963 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -2935183.000000 Penalty: 4933.249512
	Iteration 3Q: 3 clusters Score -2935183 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -2935368.500000 Penalty: 4933.249512
	Iteration 4Q: 3 clusters Score -2935368 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2935540.250000 Penalty: 4933.249512
	Iteration 5Q: 3 clusters Score -2935540 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2935735.500000 Penalty: 4933.249512
	Iteration 6Q: 3 clusters Score -2935736 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -2935934.000000 Penalty: 4933.249512
	Iteration 7Q: 3 clusters Score -2935934 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -2936129.000000 Penalty: 4933.249512
	Iteration 8Q: 3 clusters Score -2936129 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -2936320.750000 Penalty: 4933.249512
	Iteration 9Q: 3 clusters Score -2936321 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -2936537.500000 Penalty: 4933.249512
	Iteration 10Q: 3 clusters Score -2936538 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -2936788.750000 Penalty: 4933.249512
	Iteration 11Q: 3 clusters Score -2936789 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -2937064.250000 Penalty: 4933.249512
	Iteration 12Q: 3 clusters Score -2937064 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -2937409.500000 Penalty: 4933.249512
	Iteration 13Q: 3 clusters Score -2937410 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -2937834.250000 Penalty: 4933.249512
	Iteration 14Q: 3 clusters Score -2937834 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2938299.000000 Penalty: 4933.249512
	Iteration 15Q: 3 clusters Score -2938299 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2938771.750000 Penalty: 4933.249512
	Iteration 16Q: 3 clusters Score -2938772 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -2939149.750000 Penalty: 4933.249512
	Iteration 17Q: 3 clusters Score -2939150 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -2939776.500000 Penalty: 4933.249512
	Iteration 20F: 3 clusters Score -2939776 nChanged 325
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -2940024.250000 Penalty: 4933.249512
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2940123 nChanged 206
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Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2940184 nChanged 194
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Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2940233 nChanged 195
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Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2940298 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2940352 nChanged 173
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Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10878 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 10828 members 
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Entering Unmasked Estep 
Score: -2940561.500000 Penalty: 4933.249512
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Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2940575 nChanged 79
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Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2940610 nChanged 49
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Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2940611.500000 Penalty: 4933.249512
	Iteration 40F: 3 clusters Score -2940612 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -2940614.500000 Penalty: 4933.249512
	Iteration 41Q: 3 clusters Score -2940614 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2940630 nChanged 31
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Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2940643 nChanged 39
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Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2940637 nChanged 44
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Mstep: Class 1 contains 10560 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2940647 nChanged 40
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Mstep: Class 1 contains 10532 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2940647 nChanged 48
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Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2940649 nChanged 47
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Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2940664 nChanged 41
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Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2940669 nChanged 32
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Mstep: Class 1 contains 10440 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2940667 nChanged 20
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Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2940669 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10376 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2940682 nChanged 33
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Mstep: Class 1 contains 10317 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10280 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2940688 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2940694.750000 Penalty: 4933.249512
	Iteration 60F: 3 clusters Score -2940695 nChanged 28
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Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2940705 nChanged 20
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Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10124 members 
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Entering Unmasked Estep 
Score: -2940713.750000 Penalty: 4933.249512
	Iteration 64Q: 3 clusters Score -2940714 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10107 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2940714 nChanged 26
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Mstep: Class 1 contains 10085 members 
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	Iteration 66Q: 3 clusters Score -2940719 nChanged 17
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Mstep: Class 1 contains 10070 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2940713 nChanged 16
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Mstep: Class 1 contains 10056 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2940711 nChanged 15
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	Iteration 69Q: 3 clusters Score -2940711 nChanged 14
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Mstep: Class 1 contains 10029 members 
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	Iteration 70Q: 3 clusters Score -2940708 nChanged 15
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Mstep: Class 1 contains 10014 members 
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	Iteration 71Q: 3 clusters Score -2940718 nChanged 13
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Mstep: Class 1 contains 10003 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2940720 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9989 members 
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Entering Unmasked Estep 
Score: -2940723.250000 Penalty: 4933.249512
	Iteration 73Q: 3 clusters Score -2940723 nChanged 12
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Mstep: Class 1 contains 9979 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2940724 nChanged 15
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Mstep: Class 1 contains 9966 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2940724 nChanged 16
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Mstep: Class 1 contains 9952 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2940726 nChanged 14
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Mstep: Class 1 contains 9942 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2940733 nChanged 14
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Mstep: Class 1 contains 9930 members 
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	Iteration 78Q: 3 clusters Score -2940734 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9916 members 
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Entering Unmasked Estep 
Score: -2940737.250000 Penalty: 4933.249512
	Iteration 79Q: 3 clusters Score -2940737 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2940735 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9885 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2940731 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9869 members 
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Score: -2940738.000000 Penalty: 4933.249512
	Iteration 82Q: 3 clusters Score -2940738 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9855 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2940734 nChanged 10
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Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2940740.250000 Penalty: 4933.249512
	Iteration 84Q: 3 clusters Score -2940740 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9836 members 
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Entering Unmasked Estep 
Score: -2940744.000000 Penalty: 4933.249512
	Iteration 85Q: 3 clusters Score -2940744 nChanged 17
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Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2940749 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2940748 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2940736 nChanged 13
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Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 11081 members 
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	Iteration 89Q: 3 clusters Score -2940738 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2940748 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9768 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2940747 nChanged 18
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Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2940744 nChanged 15
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Mstep: Class 1 contains 9735 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2940740 nChanged 14
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Mstep: Class 1 contains 9721 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2940747 nChanged 18
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Mstep: Class 1 contains 9703 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2940749 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9689 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9680 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9669 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2940750 nChanged 14
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Mstep: Class 1 contains 9663 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2940758 nChanged 7
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Mstep: Class 1 contains 9662 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2940758 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2940758 nChanged 8
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Mstep: Class 1 contains 9653 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2940764 nChanged 9
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Mstep: Class 1 contains 9648 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2940757 nChanged 8
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Mstep: Class 1 contains 9642 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2940767 nChanged 9
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Mstep: Class 1 contains 9637 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2940763 nChanged 6
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	Iteration 106Q: 3 clusters Score -2940764 nChanged 5
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Mstep: Class 1 contains 9630 members 
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	Iteration 107Q: 3 clusters Score -2940768 nChanged 9
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Mstep: Class 1 contains 9623 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2940766 nChanged 7
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2940770 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9615 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2940773 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -2940772.750000 Penalty: 4933.249512
	Iteration 111Q: 3 clusters Score -2940773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -2940775.250000 Penalty: 4933.249512
	Iteration 112Q: 3 clusters Score -2940775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -2940775.250000 Penalty: 4933.249512
	Iteration 113F: 3 clusters Score -2940775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -88619.976562 Penalty: 1605.907349
	Iteration 0F: 2 clusters Score -88619.98 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 344 members 
Entering Unmasked Estep 
Score: -86931.843750 Penalty: 3211.814697
	Iteration 0F: 3 clusters Score -86931.84 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -87116.695312 Penalty: 3211.814697
	Iteration 1F: 3 clusters Score -87116.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -87164.468750 Penalty: 3211.814697
	Iteration 2Q: 3 clusters Score -87164.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -87194.421875 Penalty: 3211.814697
	Iteration 3Q: 3 clusters Score -87194.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -87206.726562 Penalty: 3211.814697
	Iteration 4Q: 3 clusters Score -87206.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -87223.976562 Penalty: 3211.814697
	Iteration 5Q: 3 clusters Score -87223.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -87235.015625 Penalty: 3211.814697
	Iteration 6Q: 3 clusters Score -87235.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -87248.914062 Penalty: 3211.814697
	Iteration 7Q: 3 clusters Score -87248.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -87259.476562 Penalty: 3211.814697
	Iteration 8Q: 3 clusters Score -87259.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -87270.500000 Penalty: 3211.814697
	Iteration 9Q: 3 clusters Score -87270.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -87277.351562 Penalty: 3211.814697
	Iteration 10Q: 3 clusters Score -87277.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -87277.351562 Penalty: 3211.814697
	Iteration 11F: 3 clusters Score -87277.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Entering Unmasked Estep 
Score: -346934.625000 Penalty: 1941.649658
	Iteration 0F: 2 clusters Score -346934.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -343985.312500 Penalty: 3883.299316
	Iteration 0F: 3 clusters Score -343985.3 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -344554.687500 Penalty: 3883.299316
	Iteration 1F: 3 clusters Score -344554.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -344707.625000 Penalty: 3883.299316
	Iteration 2F: 3 clusters Score -344707.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -344796.343750 Penalty: 3883.299316
	Iteration 3Q: 3 clusters Score -344796.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -344848.718750 Penalty: 3883.299316
	Iteration 4Q: 3 clusters Score -344848.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -344887.968750 Penalty: 3883.299316
	Iteration 5Q: 3 clusters Score -344888 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -344919.187500 Penalty: 3883.299316
	Iteration 6Q: 3 clusters Score -344919.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -344942.562500 Penalty: 3883.299316
	Iteration 7Q: 3 clusters Score -344942.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -344960.718750 Penalty: 3883.299316
	Iteration 8Q: 3 clusters Score -344960.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -344979.218750 Penalty: 3883.299316
	Iteration 9Q: 3 clusters Score -344979.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -344989.625000 Penalty: 3883.299316
	Iteration 10Q: 3 clusters Score -344989.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -345001.187500 Penalty: 3883.299316
	Iteration 11Q: 3 clusters Score -345001.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -345014.468750 Penalty: 3883.299316
	Iteration 12Q: 3 clusters Score -345014.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -345026.781250 Penalty: 3883.299316
	Iteration 13Q: 3 clusters Score -345026.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -345044.156250 Penalty: 3883.299316
	Iteration 14Q: 3 clusters Score -345044.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -345055.625000 Penalty: 3883.299316
	Iteration 15Q: 3 clusters Score -345055.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -345066.156250 Penalty: 3883.299316
	Iteration 16Q: 3 clusters Score -345066.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -345071.437500 Penalty: 3883.299316
	Iteration 17Q: 3 clusters Score -345071.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -345076.406250 Penalty: 3883.299316
	Iteration 18Q: 3 clusters Score -345076.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -345079.593750 Penalty: 3883.299316
	Iteration 19Q: 3 clusters Score -345079.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -345082.312500 Penalty: 3883.299316
	Iteration 20F: 3 clusters Score -345082.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -345088.062500 Penalty: 3883.299316
	Iteration 21Q: 3 clusters Score -345088.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -345097.156250 Penalty: 3883.299316
	Iteration 22Q: 3 clusters Score -345097.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -345113.375000 Penalty: 3883.299316
	Iteration 23Q: 3 clusters Score -345113.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -345131.781250 Penalty: 3883.299316
	Iteration 24Q: 3 clusters Score -345131.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -345144.156250 Penalty: 3883.299316
	Iteration 25Q: 3 clusters Score -345144.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -345155.218750 Penalty: 3883.299316
	Iteration 26Q: 3 clusters Score -345155.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -345171.125000 Penalty: 3883.299316
	Iteration 27Q: 3 clusters Score -345171.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -345179.500000 Penalty: 3883.299316
	Iteration 28Q: 3 clusters Score -345179.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -345186.687500 Penalty: 3883.299316
	Iteration 29Q: 3 clusters Score -345186.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -345197.125000 Penalty: 3883.299316
	Iteration 30Q: 3 clusters Score -345197.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -345206.531250 Penalty: 3883.299316
	Iteration 31Q: 3 clusters Score -345206.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -345217.062500 Penalty: 3883.299316
	Iteration 32Q: 3 clusters Score -345217.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -345228.875000 Penalty: 3883.299316
	Iteration 33Q: 3 clusters Score -345228.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -345238.781250 Penalty: 3883.299316
	Iteration 34Q: 3 clusters Score -345238.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -345245.656250 Penalty: 3883.299316
	Iteration 35Q: 3 clusters Score -345245.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -345253.531250 Penalty: 3883.299316
	Iteration 36Q: 3 clusters Score -345253.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -345260.593750 Penalty: 3883.299316
	Iteration 37Q: 3 clusters Score -345260.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -345272.406250 Penalty: 3883.299316
	Iteration 38Q: 3 clusters Score -345272.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -345288.750000 Penalty: 3883.299316
	Iteration 39Q: 3 clusters Score -345288.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -345298.593750 Penalty: 3883.299316
	Iteration 40F: 3 clusters Score -345298.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -345306.875000 Penalty: 3883.299316
	Iteration 41Q: 3 clusters Score -345306.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -345313.593750 Penalty: 3883.299316
	Iteration 42Q: 3 clusters Score -345313.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -345317.250000 Penalty: 3883.299316
	Iteration 43Q: 3 clusters Score -345317.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -345320.906250 Penalty: 3883.299316
	Iteration 44Q: 3 clusters Score -345320.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -345323.531250 Penalty: 3883.299316
	Iteration 45Q: 3 clusters Score -345323.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -345326.625000 Penalty: 3883.299316
	Iteration 46Q: 3 clusters Score -345326.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -345328.406250 Penalty: 3883.299316
	Iteration 47Q: 3 clusters Score -345328.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -345331.843750 Penalty: 3883.299316
	Iteration 48Q: 3 clusters Score -345331.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -345334.531250 Penalty: 3883.299316
	Iteration 49Q: 3 clusters Score -345334.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -345336.562500 Penalty: 3883.299316
	Iteration 50Q: 3 clusters Score -345336.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -345338.000000 Penalty: 3883.299316
	Iteration 51Q: 3 clusters Score -345338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -345338.000000 Penalty: 3883.299316
	Iteration 52F: 3 clusters Score -345338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (102479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102479 members 
Entering Unmasked Estep 
Score: -14509348.000000 Penalty: 2861.278564
	Iteration 0F: 2 clusters Score -1.450935e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51498 members 
Mstep: Class 2 contains 50981 members 
Entering Unmasked Estep 
Score: -14441161.000000 Penalty: 5722.557129
	Iteration 0F: 3 clusters Score -1.444116e+07 nChanged 48731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55041 members 
Mstep: Class 2 contains 47438 members 
Entering Unmasked Estep 
Score: -14469483.000000 Penalty: 5722.557129
	Iteration 1F: 3 clusters Score -1.446948e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57378 members 
Mstep: Class 2 contains 45101 members 
Entering Unmasked Estep 
Score: -14470623.000000 Penalty: 5722.557129
	Iteration 2Q: 3 clusters Score -1.447062e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60962 members 
Mstep: Class 2 contains 41517 members 
Entering Unmasked Estep 
Score: -14472313.000000 Penalty: 5722.557129
	Iteration 3Q: 3 clusters Score -1.447231e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66147 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -14475554.000000 Penalty: 5722.557129
	Iteration 4F: 3 clusters Score -1.447555e+07 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73259 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -14481116.000000 Penalty: 5722.557129
	Iteration 5F: 3 clusters Score -1.448112e+07 nChanged 9199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81982 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -14489267.000000 Penalty: 5722.557129
	Iteration 6F: 3 clusters Score -1.448927e+07 nChanged 8631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90255 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -14497709.000000 Penalty: 5722.557129
	Iteration 7F: 3 clusters Score -1.449771e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95494 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -14503374.000000 Penalty: 5722.557129
	Iteration 8F: 3 clusters Score -1.450337e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97734 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -14506084.000000 Penalty: 5722.557129
	Iteration 9Q: 3 clusters Score -1.450608e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98464 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -14507123.000000 Penalty: 5722.557129
	Iteration 10Q: 3 clusters Score -1.450712e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98827 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -14507466.000000 Penalty: 5722.557129
	Iteration 11Q: 3 clusters Score -1.450747e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99090 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -14507631.000000 Penalty: 5722.557129
	Iteration 12Q: 3 clusters Score -1.450763e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99288 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -14507737.000000 Penalty: 5722.557129
	Iteration 13Q: 3 clusters Score -1.450774e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99459 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -14507808.000000 Penalty: 5722.557129
	Iteration 14Q: 3 clusters Score -1.450781e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99589 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -14507803.000000 Penalty: 5722.557129
	Iteration 15Q: 3 clusters Score -1.45078e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99708 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -14507840.000000 Penalty: 5722.557129
	Iteration 16Q: 3 clusters Score -1.450784e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99805 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -14507888.000000 Penalty: 5722.557129
	Iteration 17Q: 3 clusters Score -1.450789e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99885 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -14507905.000000 Penalty: 5722.557129
	Iteration 18Q: 3 clusters Score -1.45079e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99957 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -14507914.000000 Penalty: 5722.557129
	Iteration 19Q: 3 clusters Score -1.450791e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100008 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -14507900.000000 Penalty: 5722.557129
	Iteration 20F: 3 clusters Score -1.45079e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100045 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -14507916.000000 Penalty: 5722.557129
	Iteration 21Q: 3 clusters Score -1.450792e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100069 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -14507926.000000 Penalty: 5722.557129
	Iteration 22Q: 3 clusters Score -1.450793e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100090 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -14507939.000000 Penalty: 5722.557129
	Iteration 23Q: 3 clusters Score -1.450794e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100105 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -14507929.000000 Penalty: 5722.557129
	Iteration 24Q: 3 clusters Score -1.450793e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100122 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -14507934.000000 Penalty: 5722.557129
	Iteration 25Q: 3 clusters Score -1.450793e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100136 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -14507917.000000 Penalty: 5722.557129
	Iteration 26Q: 3 clusters Score -1.450792e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100144 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -14507912.000000 Penalty: 5722.557129
	Iteration 27Q: 3 clusters Score -1.450791e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100149 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -14507926.000000 Penalty: 5722.557129
	Iteration 28Q: 3 clusters Score -1.450793e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100154 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -14507927.000000 Penalty: 5722.557129
	Iteration 29Q: 3 clusters Score -1.450793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100157 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -14507928.000000 Penalty: 5722.557129
	Iteration 30Q: 3 clusters Score -1.450793e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100163 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -14507927.000000 Penalty: 5722.557129
	Iteration 31Q: 3 clusters Score -1.450793e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100171 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -14507928.000000 Penalty: 5722.557129
	Iteration 32Q: 3 clusters Score -1.450793e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100183 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -14507920.000000 Penalty: 5722.557129
	Iteration 33Q: 3 clusters Score -1.450792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100187 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -14507911.000000 Penalty: 5722.557129
	Iteration 34Q: 3 clusters Score -1.450791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100190 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -14507910.000000 Penalty: 5722.557129
	Iteration 35Q: 3 clusters Score -1.450791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100193 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -14507914.000000 Penalty: 5722.557129
	Iteration 36Q: 3 clusters Score -1.450791e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100205 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -14507914.000000 Penalty: 5722.557129
	Iteration 37Q: 3 clusters Score -1.450791e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100215 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -14507919.000000 Penalty: 5722.557129
	Iteration 38Q: 3 clusters Score -1.450792e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100219 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -14507924.000000 Penalty: 5722.557129
	Iteration 39Q: 3 clusters Score -1.450792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100222 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -14507927.000000 Penalty: 5722.557129
	Iteration 40F: 3 clusters Score -1.450793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100224 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -14507924.000000 Penalty: 5722.557129
	Iteration 41Q: 3 clusters Score -1.450792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100225 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -14507924.000000 Penalty: 5722.557129
	Iteration 42Q: 3 clusters Score -1.450792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100227 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -14507930.000000 Penalty: 5722.557129
	Iteration 43Q: 3 clusters Score -1.450793e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100227 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -14507930.000000 Penalty: 5722.557129
	Iteration 44F: 3 clusters Score -1.450793e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -1233952.000000 Penalty: 2247.939941
	Iteration 0F: 2 clusters Score -1233952 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 4275 members 
Entering Unmasked Estep 
Score: -1227140.000000 Penalty: 4495.879883
	Iteration 0F: 3 clusters Score -1227140 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1229132.625000 Penalty: 4495.879883
	Iteration 1F: 3 clusters Score -1229133 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1229467.500000 Penalty: 4495.879883
	Iteration 2F: 3 clusters Score -1229468 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1229687.250000 Penalty: 4495.879883
	Iteration 3F: 3 clusters Score -1229687 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1229836.875000 Penalty: 4495.879883
	Iteration 4Q: 3 clusters Score -1229837 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1229978.875000 Penalty: 4495.879883
	Iteration 5Q: 3 clusters Score -1229979 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1230141.500000 Penalty: 4495.879883
	Iteration 6Q: 3 clusters Score -1230142 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1230286.125000 Penalty: 4495.879883
	Iteration 7Q: 3 clusters Score -1230286 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1230441.500000 Penalty: 4495.879883
	Iteration 8Q: 3 clusters Score -1230442 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1230609.125000 Penalty: 4495.879883
	Iteration 9Q: 3 clusters Score -1230609 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1230820.125000 Penalty: 4495.879883
	Iteration 10Q: 3 clusters Score -1230820 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1231075.375000 Penalty: 4495.879883
	Iteration 11Q: 3 clusters Score -1231075 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1231385.375000 Penalty: 4495.879883
	Iteration 12Q: 3 clusters Score -1231385 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1231669.875000 Penalty: 4495.879883
	Iteration 13Q: 3 clusters Score -1231670 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1231878.500000 Penalty: 4495.879883
	Iteration 14Q: 3 clusters Score -1231878 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1232027.625000 Penalty: 4495.879883
	Iteration 15Q: 3 clusters Score -1232028 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1232136.625000 Penalty: 4495.879883
	Iteration 16Q: 3 clusters Score -1232137 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1232211.500000 Penalty: 4495.879883
	Iteration 17Q: 3 clusters Score -1232212 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1232268.875000 Penalty: 4495.879883
	Iteration 18Q: 3 clusters Score -1232269 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1232300.875000 Penalty: 4495.879883
	Iteration 19Q: 3 clusters Score -1232301 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1232321.625000 Penalty: 4495.879883
	Iteration 20F: 3 clusters Score -1232322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1232348.750000 Penalty: 4495.879883
	Iteration 21Q: 3 clusters Score -1232349 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1232358.875000 Penalty: 4495.879883
	Iteration 22Q: 3 clusters Score -1232359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1232364.875000 Penalty: 4495.879883
	Iteration 23Q: 3 clusters Score -1232365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1232366.250000 Penalty: 4495.879883
	Iteration 24Q: 3 clusters Score -1232366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1232370.625000 Penalty: 4495.879883
	Iteration 25Q: 3 clusters Score -1232371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1232372.250000 Penalty: 4495.879883
	Iteration 26Q: 3 clusters Score -1232372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1232372.625000 Penalty: 4495.879883
	Iteration 27Q: 3 clusters Score -1232373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1232372.625000 Penalty: 4495.879883
	Iteration 28F: 3 clusters Score -1232373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -76221.687500 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -76221.69 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 325 members 
Entering Unmasked Estep 
Score: -74658.968750 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -74658.97 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -75156.210938 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -75156.21 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -75477.718750 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -75477.72 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -75798.750000 Penalty: 3199.433350
	Iteration 3F: 3 clusters Score -75798.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -75946.382812 Penalty: 3199.433350
	Iteration 4Q: 3 clusters Score -75946.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -76008.046875 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -76008.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -76051.250000 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -76051.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -76085.945312 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -76085.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -76104.570312 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -76104.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -76107.898438 Penalty: 3199.433350
	Iteration 9Q: 3 clusters Score -76107.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -76114.406250 Penalty: 3199.433350
	Iteration 10Q: 3 clusters Score -76114.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -76117.843750 Penalty: 3199.433350
	Iteration 11Q: 3 clusters Score -76117.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -76121.679688 Penalty: 3199.433350
	Iteration 12Q: 3 clusters Score -76121.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -76126.117188 Penalty: 3199.433350
	Iteration 13Q: 3 clusters Score -76126.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -76148.273438 Penalty: 3199.433350
	Iteration 14Q: 3 clusters Score -76148.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -76166.554688 Penalty: 3199.433350
	Iteration 15Q: 3 clusters Score -76166.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -76213.757812 Penalty: 3199.433350
	Iteration 16Q: 3 clusters Score -76213.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -76252.921875 Penalty: 3199.433350
	Iteration 17Q: 3 clusters Score -76252.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -76254.453125 Penalty: 3199.433350
	Iteration 18Q: 3 clusters Score -76254.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -76254.453125 Penalty: 3199.433350
	Iteration 19F: 3 clusters Score -76254.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103561 members 
Mstep: Class 2 contains 34983 members 
Mstep: Class 3 contains 32762 members 
Mstep: Class 4 contains 116210 members 
Mstep: Class 5 contains 46522 members 
Mstep: Class 6 contains 169989 members 
Mstep: Class 7 contains 32723 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68200 members 
Mstep: Class 10 contains 7951 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160771 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24374 members 
Mstep: Class 18 contains 20870 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 102479 members 
Mstep: Class 22 contains 8641 members 
Mstep: Class 23 contains 189 members 
Mstep: Class 24 contains 14859 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Mstep: Class 29 contains 444 members 
Entering Unmasked Estep 
Score: -132685560.000000 Penalty: 99075.648438
Splitting cluster 23 changes total score from -132687352.000000 to -132685560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (14859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Entering Unmasked Estep 
Score: -2108145.750000 Penalty: 2382.377686
	Iteration 0F: 2 clusters Score -2108146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -2097425.250000 Penalty: 4764.755371
	Iteration 0F: 3 clusters Score -2097425 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -2100853.000000 Penalty: 4764.755371
	Iteration 1F: 3 clusters Score -2100853 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -2101228.750000 Penalty: 4764.755371
	Iteration 2F: 3 clusters Score -2101229 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2101526.500000 Penalty: 4764.755371
	Iteration 3Q: 3 clusters Score -2101526 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -2101796.000000 Penalty: 4764.755371
	Iteration 4Q: 3 clusters Score -2101796 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -2102079.250000 Penalty: 4764.755371
	Iteration 5Q: 3 clusters Score -2102079 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -2102394.750000 Penalty: 4764.755371
	Iteration 6Q: 3 clusters Score -2102395 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -2102757.500000 Penalty: 4764.755371
	Iteration 7Q: 3 clusters Score -2102758 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -2103193.500000 Penalty: 4764.755371
	Iteration 8Q: 3 clusters Score -2103194 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -2103645.250000 Penalty: 4764.755371
	Iteration 9Q: 3 clusters Score -2103645 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -2104117.000000 Penalty: 4764.755371
	Iteration 10Q: 3 clusters Score -2104117 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -2104609.750000 Penalty: 4764.755371
	Iteration 11Q: 3 clusters Score -2104610 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -2105015.000000 Penalty: 4764.755371
	Iteration 12Q: 3 clusters Score -2105015 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -2105251.250000 Penalty: 4764.755371
	Iteration 13Q: 3 clusters Score -2105251 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -2105418.000000 Penalty: 4764.755371
	Iteration 14Q: 3 clusters Score -2105418 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2105549.000000 Penalty: 4764.755371
	Iteration 15Q: 3 clusters Score -2105549 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2105625.250000 Penalty: 4764.755371
	Iteration 16Q: 3 clusters Score -2105625 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2105689.750000 Penalty: 4764.755371
	Iteration 17Q: 3 clusters Score -2105690 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2105745.250000 Penalty: 4764.755371
	Iteration 18Q: 3 clusters Score -2105745 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2105798.000000 Penalty: 4764.755371
	Iteration 19Q: 3 clusters Score -2105798 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2105837.750000 Penalty: 4764.755371
	Iteration 20F: 3 clusters Score -2105838 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2105875.250000 Penalty: 4764.755371
	Iteration 21Q: 3 clusters Score -2105875 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2105898.500000 Penalty: 4764.755371
	Iteration 22Q: 3 clusters Score -2105898 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2105918.750000 Penalty: 4764.755371
	Iteration 23Q: 3 clusters Score -2105919 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2105937.000000 Penalty: 4764.755371
	Iteration 24Q: 3 clusters Score -2105937 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2105958.250000 Penalty: 4764.755371
	Iteration 25Q: 3 clusters Score -2105958 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2105982.000000 Penalty: 4764.755371
	Iteration 26Q: 3 clusters Score -2105982 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2105994.000000 Penalty: 4764.755371
	Iteration 27Q: 3 clusters Score -2105994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2106000.500000 Penalty: 4764.755371
	Iteration 28Q: 3 clusters Score -2106000 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2106006.750000 Penalty: 4764.755371
	Iteration 29Q: 3 clusters Score -2106007 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2106014.250000 Penalty: 4764.755371
	Iteration 30Q: 3 clusters Score -2106014 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2106035.750000 Penalty: 4764.755371
	Iteration 31Q: 3 clusters Score -2106036 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2106050.250000 Penalty: 4764.755371
	Iteration 32Q: 3 clusters Score -2106050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2106057.250000 Penalty: 4764.755371
	Iteration 33Q: 3 clusters Score -2106057 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2106074.750000 Penalty: 4764.755371
	Iteration 34Q: 3 clusters Score -2106075 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2106079.500000 Penalty: 4764.755371
	Iteration 35Q: 3 clusters Score -2106080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2106086.750000 Penalty: 4764.755371
	Iteration 36Q: 3 clusters Score -2106087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2106092.250000 Penalty: 4764.755371
	Iteration 37Q: 3 clusters Score -2106092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2106096.000000 Penalty: 4764.755371
	Iteration 38Q: 3 clusters Score -2106096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2106099.750000 Penalty: 4764.755371
	Iteration 39Q: 3 clusters Score -2106100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2106106.250000 Penalty: 4764.755371
	Iteration 40F: 3 clusters Score -2106106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2106109.750000 Penalty: 4764.755371
	Iteration 41Q: 3 clusters Score -2106110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2106108.500000 Penalty: 4764.755371
	Iteration 42Q: 3 clusters Score -2106108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2106117.250000 Penalty: 4764.755371
	Iteration 43Q: 3 clusters Score -2106117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2106117.250000 Penalty: 4764.755371
	Iteration 44Q: 3 clusters Score -2106117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2106116.000000 Penalty: 4764.755371
	Iteration 45Q: 3 clusters Score -2106116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2106115.000000 Penalty: 4764.755371
	Iteration 46Q: 3 clusters Score -2106115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2106116.000000 Penalty: 4764.755371
	Iteration 47Q: 3 clusters Score -2106116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2106123.250000 Penalty: 4764.755371
	Iteration 48Q: 3 clusters Score -2106123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2106128.250000 Penalty: 4764.755371
	Iteration 49Q: 3 clusters Score -2106128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2106132.250000 Penalty: 4764.755371
	Iteration 50Q: 3 clusters Score -2106132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2106131.500000 Penalty: 4764.755371
	Iteration 51Q: 3 clusters Score -2106132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2106135.000000 Penalty: 4764.755371
	Iteration 52Q: 3 clusters Score -2106135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2106142.750000 Penalty: 4764.755371
	Iteration 53Q: 3 clusters Score -2106143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2106149.000000 Penalty: 4764.755371
	Iteration 54Q: 3 clusters Score -2106149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2106149.750000 Penalty: 4764.755371
	Iteration 55Q: 3 clusters Score -2106150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2106151.000000 Penalty: 4764.755371
	Iteration 56Q: 3 clusters Score -2106151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2106153.500000 Penalty: 4764.755371
	Iteration 57Q: 3 clusters Score -2106154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2106157.250000 Penalty: 4764.755371
	Iteration 58Q: 3 clusters Score -2106157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2106157.250000 Penalty: 4764.755371
	Iteration 59Q: 3 clusters Score -2106157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2106158.250000 Penalty: 4764.755371
	Iteration 60F: 3 clusters Score -2106158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2106157.250000 Penalty: 4764.755371
	Iteration 61Q: 3 clusters Score -2106157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2106157.250000 Penalty: 4764.755371
	Iteration 62F: 3 clusters Score -2106157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -16338.313477 Penalty: 1270.743042
	Iteration 0F: 2 clusters Score -16338.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15303.472656 Penalty: 2541.486084
	Iteration 0F: 3 clusters Score -15303.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15334.071289 Penalty: 2541.486084
	Iteration 1Q: 3 clusters Score -15334.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15340.335938 Penalty: 2541.486084
	Iteration 2Q: 3 clusters Score -15340.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15343.369141 Penalty: 2541.486084
	Iteration 3Q: 3 clusters Score -15343.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15346.589844 Penalty: 2541.486084
	Iteration 4Q: 3 clusters Score -15346.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15352.511719 Penalty: 2541.486084
	Iteration 5Q: 3 clusters Score -15352.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15352.511719 Penalty: 2541.486084
	Iteration 6F: 3 clusters Score -15352.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -79918.375000 Penalty: 1584.779663
	Iteration 0F: 2 clusters Score -79918.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -78291.187500 Penalty: 3169.559326
	Iteration 0F: 3 clusters Score -78291.19 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -78493.718750 Penalty: 3169.559326
	Iteration 1F: 3 clusters Score -78493.72 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -78537.281250 Penalty: 3169.559326
	Iteration 2Q: 3 clusters Score -78537.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -78550.851562 Penalty: 3169.559326
	Iteration 3Q: 3 clusters Score -78550.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -78562.140625 Penalty: 3169.559326
	Iteration 4Q: 3 clusters Score -78562.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -78566.359375 Penalty: 3169.559326
	Iteration 5Q: 3 clusters Score -78566.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -78569.132812 Penalty: 3169.559326
	Iteration 6Q: 3 clusters Score -78569.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -78569.132812 Penalty: 3169.559326
	Iteration 7F: 3 clusters Score -78569.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -40719.484375 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -40719.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -39415.828125 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -39415.83 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -39556.312500 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -39556.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -39613.605469 Penalty: 2923.623779
	Iteration 2Q: 3 clusters Score -39613.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -39669.937500 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -39669.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -39685.324219 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -39685.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -39706.687500 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -39706.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -39722.511719 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -39722.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -39740.734375 Penalty: 2923.623779
	Iteration 7Q: 3 clusters Score -39740.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -39750.828125 Penalty: 2923.623779
	Iteration 8Q: 3 clusters Score -39750.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -39768.199219 Penalty: 2923.623779
	Iteration 9Q: 3 clusters Score -39768.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -39775.980469 Penalty: 2923.623779
	Iteration 10Q: 3 clusters Score -39775.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -39799.550781 Penalty: 2923.623779
	Iteration 11Q: 3 clusters Score -39799.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -39807.968750 Penalty: 2923.623779
	Iteration 12Q: 3 clusters Score -39807.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -39812.980469 Penalty: 2923.623779
	Iteration 13Q: 3 clusters Score -39812.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -39819.480469 Penalty: 2923.623779
	Iteration 14Q: 3 clusters Score -39819.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -39819.480469 Penalty: 2923.623779
	Iteration 15F: 3 clusters Score -39819.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Entering Unmasked Estep 
Score: -11172.271484 Penalty: 1163.454346
	Iteration 0F: 2 clusters Score -11172.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -10394.984375 Penalty: 2326.908691
	Iteration 0F: 3 clusters Score -10394.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103561 members 
Mstep: Class 2 contains 34983 members 
Mstep: Class 3 contains 32762 members 
Mstep: Class 4 contains 116210 members 
Mstep: Class 5 contains 46522 members 
Mstep: Class 6 contains 169989 members 
Mstep: Class 7 contains 32723 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68200 members 
Mstep: Class 10 contains 7951 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160771 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24374 members 
Mstep: Class 18 contains 20870 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 102479 members 
Mstep: Class 22 contains 8641 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14859 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687384.000000 Penalty: 95659.250000
Iteration 199Q: 29 clusters Score -1.326874e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103556 members 
Mstep: Class 2 contains 34982 members 
Mstep: Class 3 contains 32768 members 
Mstep: Class 4 contains 116221 members 
Mstep: Class 5 contains 46520 members 
Mstep: Class 6 contains 169971 members 
Mstep: Class 7 contains 32717 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68199 members 
Mstep: Class 10 contains 7950 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160774 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24379 members 
Mstep: Class 18 contains 20870 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 102475 members 
Mstep: Class 22 contains 8644 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14869 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687400.000000 Penalty: 95659.250000
Iteration 200F: 29 clusters Score -1.326874e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103566 members 
Mstep: Class 2 contains 34985 members 
Mstep: Class 3 contains 32769 members 
Mstep: Class 4 contains 116226 members 
Mstep: Class 5 contains 46521 members 
Mstep: Class 6 contains 169947 members 
Mstep: Class 7 contains 32718 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68199 members 
Mstep: Class 10 contains 7952 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160767 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24382 members 
Mstep: Class 18 contains 20869 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 102469 members 
Mstep: Class 22 contains 8647 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14878 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687400.000000 Penalty: 95659.250000
Iteration 201Q: 29 clusters Score -1.326874e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103579 members 
Mstep: Class 2 contains 34986 members 
Mstep: Class 3 contains 32772 members 
Mstep: Class 4 contains 116227 members 
Mstep: Class 5 contains 46522 members 
Mstep: Class 6 contains 169956 members 
Mstep: Class 7 contains 32720 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68199 members 
Mstep: Class 10 contains 7952 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160741 members 
Mstep: Class 14 contains 599 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24379 members 
Mstep: Class 18 contains 20870 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 102455 members 
Mstep: Class 22 contains 8651 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14888 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687560.000000 Penalty: 95659.250000
Iteration 202Q: 29 clusters Score -1.326876e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103576 members 
Mstep: Class 2 contains 34986 members 
Mstep: Class 3 contains 32771 members 
Mstep: Class 4 contains 116223 members 
Mstep: Class 5 contains 46525 members 
Mstep: Class 6 contains 169971 members 
Mstep: Class 7 contains 32720 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68198 members 
Mstep: Class 10 contains 7956 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160727 members 
Mstep: Class 14 contains 599 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24381 members 
Mstep: Class 18 contains 20871 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2514 members 
Mstep: Class 21 contains 102445 members 
Mstep: Class 22 contains 8652 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14894 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687712.000000 Penalty: 95659.250000
Iteration 203Q: 29 clusters Score -1.326877e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103578 members 
Mstep: Class 2 contains 34985 members 
Mstep: Class 3 contains 32772 members 
Mstep: Class 4 contains 116223 members 
Mstep: Class 5 contains 46527 members 
Mstep: Class 6 contains 169959 members 
Mstep: Class 7 contains 32715 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68200 members 
Mstep: Class 10 contains 7957 members 
Mstep: Class 11 contains 3171 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160738 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24380 members 
Mstep: Class 18 contains 20870 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 102436 members 
Mstep: Class 22 contains 8655 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14900 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687768.000000 Penalty: 95659.250000
Iteration 204Q: 29 clusters Score -1.326878e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103581 members 
Mstep: Class 2 contains 34981 members 
Mstep: Class 3 contains 32774 members 
Mstep: Class 4 contains 116226 members 
Mstep: Class 5 contains 46530 members 
Mstep: Class 6 contains 169946 members 
Mstep: Class 7 contains 32715 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68200 members 
Mstep: Class 10 contains 7956 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160746 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24381 members 
Mstep: Class 18 contains 20870 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102428 members 
Mstep: Class 22 contains 8657 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14901 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687768.000000 Penalty: 95659.250000
Iteration 205Q: 29 clusters Score -1.326878e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103582 members 
Mstep: Class 2 contains 34983 members 
Mstep: Class 3 contains 32774 members 
Mstep: Class 4 contains 116231 members 
Mstep: Class 5 contains 46533 members 
Mstep: Class 6 contains 169945 members 
Mstep: Class 7 contains 32711 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68196 members 
Mstep: Class 10 contains 7956 members 
Mstep: Class 11 contains 3171 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160739 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24379 members 
Mstep: Class 18 contains 20870 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 102429 members 
Mstep: Class 22 contains 8658 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14906 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687768.000000 Penalty: 95659.250000
Iteration 206Q: 29 clusters Score -1.326878e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103586 members 
Mstep: Class 2 contains 34995 members 
Mstep: Class 3 contains 32777 members 
Mstep: Class 4 contains 116226 members 
Mstep: Class 5 contains 46534 members 
Mstep: Class 6 contains 169940 members 
Mstep: Class 7 contains 32719 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68195 members 
Mstep: Class 10 contains 7957 members 
Mstep: Class 11 contains 3170 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160723 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24375 members 
Mstep: Class 18 contains 20871 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 102426 members 
Mstep: Class 22 contains 8661 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14908 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687728.000000 Penalty: 95659.250000
Iteration 207Q: 29 clusters Score -1.326877e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103592 members 
Mstep: Class 2 contains 34997 members 
Mstep: Class 3 contains 32778 members 
Mstep: Class 4 contains 116227 members 
Mstep: Class 5 contains 46534 members 
Mstep: Class 6 contains 169937 members 
Mstep: Class 7 contains 32719 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68198 members 
Mstep: Class 10 contains 7958 members 
Mstep: Class 11 contains 3171 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160720 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24371 members 
Mstep: Class 18 contains 20871 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 102424 members 
Mstep: Class 22 contains 8661 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14905 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687672.000000 Penalty: 95659.250000
Iteration 208Q: 29 clusters Score -1.326877e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103592 members 
Mstep: Class 2 contains 35003 members 
Mstep: Class 3 contains 32779 members 
Mstep: Class 4 contains 116224 members 
Mstep: Class 5 contains 46535 members 
Mstep: Class 6 contains 169942 members 
Mstep: Class 7 contains 32721 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68198 members 
Mstep: Class 10 contains 7960 members 
Mstep: Class 11 contains 3171 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160704 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24367 members 
Mstep: Class 18 contains 20872 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102426 members 
Mstep: Class 22 contains 8663 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14907 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687664.000000 Penalty: 95659.250000
Iteration 209Q: 29 clusters Score -1.326877e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103587 members 
Mstep: Class 2 contains 35008 members 
Mstep: Class 3 contains 32774 members 
Mstep: Class 4 contains 116228 members 
Mstep: Class 5 contains 46536 members 
Mstep: Class 6 contains 169949 members 
Mstep: Class 7 contains 32722 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68195 members 
Mstep: Class 10 contains 7962 members 
Mstep: Class 11 contains 3171 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160687 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24361 members 
Mstep: Class 18 contains 20873 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2516 members 
Mstep: Class 21 contains 102427 members 
Mstep: Class 22 contains 8668 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14917 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687664.000000 Penalty: 95659.250000
Iteration 210Q: 29 clusters Score -1.326877e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103585 members 
Mstep: Class 2 contains 35018 members 
Mstep: Class 3 contains 32765 members 
Mstep: Class 4 contains 116233 members 
Mstep: Class 5 contains 46539 members 
Mstep: Class 6 contains 169944 members 
Mstep: Class 7 contains 32723 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68195 members 
Mstep: Class 10 contains 7960 members 
Mstep: Class 11 contains 3171 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160688 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24353 members 
Mstep: Class 18 contains 20872 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102425 members 
Mstep: Class 22 contains 8670 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14923 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687656.000000 Penalty: 95659.250000
Iteration 211Q: 29 clusters Score -1.326877e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103581 members 
Mstep: Class 2 contains 35031 members 
Mstep: Class 3 contains 32762 members 
Mstep: Class 4 contains 116235 members 
Mstep: Class 5 contains 46539 members 
Mstep: Class 6 contains 169944 members 
Mstep: Class 7 contains 32728 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68195 members 
Mstep: Class 10 contains 7959 members 
Mstep: Class 11 contains 3171 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160675 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24346 members 
Mstep: Class 18 contains 20872 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102427 members 
Mstep: Class 22 contains 8670 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14929 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687664.000000 Penalty: 95659.250000
Iteration 212Q: 29 clusters Score -1.326877e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103577 members 
Mstep: Class 2 contains 35033 members 
Mstep: Class 3 contains 32762 members 
Mstep: Class 4 contains 116235 members 
Mstep: Class 5 contains 46542 members 
Mstep: Class 6 contains 169956 members 
Mstep: Class 7 contains 32730 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68196 members 
Mstep: Class 10 contains 7959 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160662 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24333 members 
Mstep: Class 18 contains 20873 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102427 members 
Mstep: Class 22 contains 8668 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14939 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687744.000000 Penalty: 95659.250000
Iteration 213Q: 29 clusters Score -1.326877e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103576 members 
Mstep: Class 2 contains 35035 members 
Mstep: Class 3 contains 32758 members 
Mstep: Class 4 contains 116240 members 
Mstep: Class 5 contains 46543 members 
Mstep: Class 6 contains 169948 members 
Mstep: Class 7 contains 32729 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68193 members 
Mstep: Class 10 contains 7959 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160671 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24328 members 
Mstep: Class 18 contains 20872 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102422 members 
Mstep: Class 22 contains 8669 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14949 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687824.000000 Penalty: 95659.250000
Iteration 214Q: 29 clusters Score -1.326878e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103572 members 
Mstep: Class 2 contains 35036 members 
Mstep: Class 3 contains 32754 members 
Mstep: Class 4 contains 116244 members 
Mstep: Class 5 contains 46542 members 
Mstep: Class 6 contains 169949 members 
Mstep: Class 7 contains 32733 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68186 members 
Mstep: Class 10 contains 7961 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160669 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24326 members 
Mstep: Class 18 contains 20873 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102421 members 
Mstep: Class 22 contains 8671 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14955 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687920.000000 Penalty: 95659.250000
Iteration 215Q: 29 clusters Score -1.326879e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103573 members 
Mstep: Class 2 contains 35039 members 
Mstep: Class 3 contains 32751 members 
Mstep: Class 4 contains 116244 members 
Mstep: Class 5 contains 46543 members 
Mstep: Class 6 contains 169953 members 
Mstep: Class 7 contains 32734 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68185 members 
Mstep: Class 10 contains 7965 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160657 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24322 members 
Mstep: Class 18 contains 20872 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102422 members 
Mstep: Class 22 contains 8671 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14961 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687952.000000 Penalty: 95659.250000
Iteration 216Q: 29 clusters Score -1.32688e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103570 members 
Mstep: Class 2 contains 35038 members 
Mstep: Class 3 contains 32751 members 
Mstep: Class 4 contains 116240 members 
Mstep: Class 5 contains 46542 members 
Mstep: Class 6 contains 169952 members 
Mstep: Class 7 contains 32736 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68179 members 
Mstep: Class 10 contains 7964 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160675 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24319 members 
Mstep: Class 18 contains 20870 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102422 members 
Mstep: Class 22 contains 8671 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14964 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688072.000000 Penalty: 95659.250000
Iteration 217Q: 29 clusters Score -1.326881e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103570 members 
Mstep: Class 2 contains 35040 members 
Mstep: Class 3 contains 32750 members 
Mstep: Class 4 contains 116237 members 
Mstep: Class 5 contains 46542 members 
Mstep: Class 6 contains 169951 members 
Mstep: Class 7 contains 32733 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68174 members 
Mstep: Class 10 contains 7964 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160687 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24314 members 
Mstep: Class 18 contains 20872 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102418 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14968 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688152.000000 Penalty: 95659.250000
Iteration 218Q: 29 clusters Score -1.326882e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103572 members 
Mstep: Class 2 contains 35039 members 
Mstep: Class 3 contains 32745 members 
Mstep: Class 4 contains 116233 members 
Mstep: Class 5 contains 46543 members 
Mstep: Class 6 contains 169944 members 
Mstep: Class 7 contains 32730 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68177 members 
Mstep: Class 10 contains 7965 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160705 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24312 members 
Mstep: Class 18 contains 20871 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102414 members 
Mstep: Class 22 contains 8671 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14972 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688128.000000 Penalty: 95659.250000
Iteration 219Q: 29 clusters Score -1.326881e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103569 members 
Mstep: Class 2 contains 35047 members 
Mstep: Class 3 contains 32745 members 
Mstep: Class 4 contains 116235 members 
Mstep: Class 5 contains 46544 members 
Mstep: Class 6 contains 169949 members 
Mstep: Class 7 contains 32729 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68179 members 
Mstep: Class 10 contains 7967 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160689 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24308 members 
Mstep: Class 18 contains 20871 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102410 members 
Mstep: Class 22 contains 8675 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14976 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688152.000000 Penalty: 95659.250000
Iteration 220F: 29 clusters Score -1.326882e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103562 members 
Mstep: Class 2 contains 35051 members 
Mstep: Class 3 contains 32743 members 
Mstep: Class 4 contains 116234 members 
Mstep: Class 5 contains 46544 members 
Mstep: Class 6 contains 169951 members 
Mstep: Class 7 contains 32725 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68177 members 
Mstep: Class 10 contains 7967 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160707 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24304 members 
Mstep: Class 18 contains 20871 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102403 members 
Mstep: Class 22 contains 8676 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14978 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688112.000000 Penalty: 95659.250000
Iteration 221Q: 29 clusters Score -1.326881e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103569 members 
Mstep: Class 2 contains 35053 members 
Mstep: Class 3 contains 32745 members 
Mstep: Class 4 contains 116235 members 
Mstep: Class 5 contains 46545 members 
Mstep: Class 6 contains 169948 members 
Mstep: Class 7 contains 32722 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68179 members 
Mstep: Class 10 contains 7968 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160704 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24299 members 
Mstep: Class 18 contains 20870 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102399 members 
Mstep: Class 22 contains 8678 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14979 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688200.000000 Penalty: 95659.250000
Iteration 222Q: 29 clusters Score -1.326882e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103570 members 
Mstep: Class 2 contains 35053 members 
Mstep: Class 3 contains 32741 members 
Mstep: Class 4 contains 116235 members 
Mstep: Class 5 contains 46544 members 
Mstep: Class 6 contains 169950 members 
Mstep: Class 7 contains 32723 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68182 members 
Mstep: Class 10 contains 7970 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160706 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24300 members 
Mstep: Class 18 contains 20869 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102386 members 
Mstep: Class 22 contains 8679 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14985 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688112.000000 Penalty: 95659.250000
Iteration 223Q: 29 clusters Score -1.326881e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103573 members 
Mstep: Class 2 contains 35055 members 
Mstep: Class 3 contains 32742 members 
Mstep: Class 4 contains 116234 members 
Mstep: Class 5 contains 46544 members 
Mstep: Class 6 contains 169931 members 
Mstep: Class 7 contains 32720 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68182 members 
Mstep: Class 10 contains 7971 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160728 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24298 members 
Mstep: Class 18 contains 20869 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102380 members 
Mstep: Class 22 contains 8678 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14988 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688160.000000 Penalty: 95659.250000
Iteration 224Q: 29 clusters Score -1.326882e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103571 members 
Mstep: Class 2 contains 35055 members 
Mstep: Class 3 contains 32738 members 
Mstep: Class 4 contains 116235 members 
Mstep: Class 5 contains 46544 members 
Mstep: Class 6 contains 169926 members 
Mstep: Class 7 contains 32720 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68179 members 
Mstep: Class 10 contains 7971 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160750 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24292 members 
Mstep: Class 18 contains 20872 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102376 members 
Mstep: Class 22 contains 8676 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14988 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688168.000000 Penalty: 95659.250000
Iteration 225Q: 29 clusters Score -1.326882e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103566 members 
Mstep: Class 2 contains 35057 members 
Mstep: Class 3 contains 32742 members 
Mstep: Class 4 contains 116235 members 
Mstep: Class 5 contains 46544 members 
Mstep: Class 6 contains 169917 members 
Mstep: Class 7 contains 32722 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68178 members 
Mstep: Class 10 contains 7972 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160760 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24289 members 
Mstep: Class 18 contains 20874 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102373 members 
Mstep: Class 22 contains 8675 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14989 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688072.000000 Penalty: 95659.250000
Iteration 226Q: 29 clusters Score -1.326881e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103568 members 
Mstep: Class 2 contains 35056 members 
Mstep: Class 3 contains 32740 members 
Mstep: Class 4 contains 116234 members 
Mstep: Class 5 contains 46545 members 
Mstep: Class 6 contains 169924 members 
Mstep: Class 7 contains 32721 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68176 members 
Mstep: Class 10 contains 7973 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160758 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24288 members 
Mstep: Class 18 contains 20874 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102372 members 
Mstep: Class 22 contains 8675 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14989 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688160.000000 Penalty: 95659.250000
Iteration 227Q: 29 clusters Score -1.326882e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103559 members 
Mstep: Class 2 contains 35055 members 
Mstep: Class 3 contains 32735 members 
Mstep: Class 4 contains 116233 members 
Mstep: Class 5 contains 46543 members 
Mstep: Class 6 contains 169915 members 
Mstep: Class 7 contains 32719 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68177 members 
Mstep: Class 10 contains 7974 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160784 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24289 members 
Mstep: Class 18 contains 20874 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102371 members 
Mstep: Class 22 contains 8675 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14990 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688264.000000 Penalty: 95659.250000
Iteration 228Q: 29 clusters Score -1.326883e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103562 members 
Mstep: Class 2 contains 35058 members 
Mstep: Class 3 contains 32731 members 
Mstep: Class 4 contains 116234 members 
Mstep: Class 5 contains 46541 members 
Mstep: Class 6 contains 169920 members 
Mstep: Class 7 contains 32716 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68181 members 
Mstep: Class 10 contains 7974 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160780 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24287 members 
Mstep: Class 18 contains 20874 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102369 members 
Mstep: Class 22 contains 8675 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14991 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688104.000000 Penalty: 95659.250000
Iteration 229Q: 29 clusters Score -1.326881e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103565 members 
Mstep: Class 2 contains 35059 members 
Mstep: Class 3 contains 32730 members 
Mstep: Class 4 contains 116240 members 
Mstep: Class 5 contains 46542 members 
Mstep: Class 6 contains 169923 members 
Mstep: Class 7 contains 32715 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68180 members 
Mstep: Class 10 contains 7974 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160769 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24282 members 
Mstep: Class 18 contains 20874 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102366 members 
Mstep: Class 22 contains 8679 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14995 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688200.000000 Penalty: 95659.250000
Iteration 230Q: 29 clusters Score -1.326882e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103564 members 
Mstep: Class 2 contains 35062 members 
Mstep: Class 3 contains 32723 members 
Mstep: Class 4 contains 116242 members 
Mstep: Class 5 contains 46542 members 
Mstep: Class 6 contains 169941 members 
Mstep: Class 7 contains 32720 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68180 members 
Mstep: Class 10 contains 7974 members 
Mstep: Class 11 contains 3171 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160755 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24281 members 
Mstep: Class 18 contains 20874 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102359 members 
Mstep: Class 22 contains 8681 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14996 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688184.000000 Penalty: 95659.250000
Iteration 231Q: 29 clusters Score -1.326882e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103558 members 
Mstep: Class 2 contains 35065 members 
Mstep: Class 3 contains 32721 members 
Mstep: Class 4 contains 116245 members 
Mstep: Class 5 contains 46542 members 
Mstep: Class 6 contains 169953 members 
Mstep: Class 7 contains 32724 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68178 members 
Mstep: Class 10 contains 7973 members 
Mstep: Class 11 contains 3171 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160752 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24278 members 
Mstep: Class 18 contains 20875 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102354 members 
Mstep: Class 22 contains 8681 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14995 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688104.000000 Penalty: 95659.250000
Iteration 232Q: 29 clusters Score -1.326881e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103554 members 
Mstep: Class 2 contains 35066 members 
Mstep: Class 3 contains 32718 members 
Mstep: Class 4 contains 116243 members 
Mstep: Class 5 contains 46542 members 
Mstep: Class 6 contains 169963 members 
Mstep: Class 7 contains 32726 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68175 members 
Mstep: Class 10 contains 7974 members 
Mstep: Class 11 contains 3171 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160754 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24279 members 
Mstep: Class 18 contains 20875 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102348 members 
Mstep: Class 22 contains 8684 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14993 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688064.000000 Penalty: 95659.250000
Iteration 233Q: 29 clusters Score -1.326881e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103551 members 
Mstep: Class 2 contains 35068 members 
Mstep: Class 3 contains 32718 members 
Mstep: Class 4 contains 116242 members 
Mstep: Class 5 contains 46542 members 
Mstep: Class 6 contains 169965 members 
Mstep: Class 7 contains 32723 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68174 members 
Mstep: Class 10 contains 7974 members 
Mstep: Class 11 contains 3171 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160763 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24278 members 
Mstep: Class 18 contains 20875 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102345 members 
Mstep: Class 22 contains 8685 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14991 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688064.000000 Penalty: 95659.250000
Iteration 234Q: 29 clusters Score -1.326881e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103545 members 
Mstep: Class 2 contains 35072 members 
Mstep: Class 3 contains 32719 members 
Mstep: Class 4 contains 116243 members 
Mstep: Class 5 contains 46541 members 
Mstep: Class 6 contains 169965 members 
Mstep: Class 7 contains 32723 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68174 members 
Mstep: Class 10 contains 7974 members 
Mstep: Class 11 contains 3171 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160770 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24276 members 
Mstep: Class 18 contains 20875 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102343 members 
Mstep: Class 22 contains 8684 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14990 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687992.000000 Penalty: 95659.250000
Iteration 235Q: 29 clusters Score -1.32688e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103538 members 
Mstep: Class 2 contains 35069 members 
Mstep: Class 3 contains 32719 members 
Mstep: Class 4 contains 116244 members 
Mstep: Class 5 contains 46541 members 
Mstep: Class 6 contains 169969 members 
Mstep: Class 7 contains 32722 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68176 members 
Mstep: Class 10 contains 7973 members 
Mstep: Class 11 contains 3171 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160772 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24276 members 
Mstep: Class 18 contains 20875 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102344 members 
Mstep: Class 22 contains 8685 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14991 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688040.000000 Penalty: 95659.250000
Iteration 236Q: 29 clusters Score -1.32688e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103532 members 
Mstep: Class 2 contains 35068 members 
Mstep: Class 3 contains 32721 members 
Mstep: Class 4 contains 116245 members 
Mstep: Class 5 contains 46541 members 
Mstep: Class 6 contains 169969 members 
Mstep: Class 7 contains 32723 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68177 members 
Mstep: Class 10 contains 7974 members 
Mstep: Class 11 contains 3171 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160775 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24273 members 
Mstep: Class 18 contains 20875 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102346 members 
Mstep: Class 22 contains 8686 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14989 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688048.000000 Penalty: 95659.250000
Iteration 237Q: 29 clusters Score -1.32688e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103530 members 
Mstep: Class 2 contains 35068 members 
Mstep: Class 3 contains 32722 members 
Mstep: Class 4 contains 116246 members 
Mstep: Class 5 contains 46541 members 
Mstep: Class 6 contains 169969 members 
Mstep: Class 7 contains 32722 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68176 members 
Mstep: Class 10 contains 7976 members 
Mstep: Class 11 contains 3171 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160777 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24271 members 
Mstep: Class 18 contains 20874 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102346 members 
Mstep: Class 22 contains 8685 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14990 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688112.000000 Penalty: 95659.250000
Iteration 238Q: 29 clusters Score -1.326881e+08 nChanged 58
Entering ConstructFrom: 
Score: -132688112.000000 Penalty: 95659.250000
Entering ConstructFrom: 
Trying to split cluster 1 (103520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103520 members 
Entering Unmasked Estep 
Score: -14675064.000000 Penalty: 2863.784912
	Iteration 0F: 2 clusters Score -1.467506e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51692 members 
Mstep: Class 2 contains 51828 members 
Entering Unmasked Estep 
Score: -14607186.000000 Penalty: 5727.569824
	Iteration 0F: 3 clusters Score -1.460719e+07 nChanged 48926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50856 members 
Mstep: Class 2 contains 52664 members 
Entering Unmasked Estep 
Score: -14634516.000000 Penalty: 5727.569824
	Iteration 1F: 3 clusters Score -1.463452e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50279 members 
Mstep: Class 2 contains 53241 members 
Entering Unmasked Estep 
Score: -14635345.000000 Penalty: 5727.569824
	Iteration 2Q: 3 clusters Score -1.463534e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49446 members 
Mstep: Class 2 contains 54074 members 
Entering Unmasked Estep 
Score: -14636024.000000 Penalty: 5727.569824
	Iteration 3Q: 3 clusters Score -1.463602e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48169 members 
Mstep: Class 2 contains 55351 members 
Entering Unmasked Estep 
Score: -14636879.000000 Penalty: 5727.569824
	Iteration 4Q: 3 clusters Score -1.463688e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46266 members 
Mstep: Class 2 contains 57254 members 
Entering Unmasked Estep 
Score: -14637972.000000 Penalty: 5727.569824
	Iteration 5Q: 3 clusters Score -1.463797e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43464 members 
Mstep: Class 2 contains 60056 members 
Entering Unmasked Estep 
Score: -14639470.000000 Penalty: 5727.569824
	Iteration 6Q: 3 clusters Score -1.463947e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39414 members 
Mstep: Class 2 contains 64106 members 
Entering Unmasked Estep 
Score: -14641915.000000 Penalty: 5727.569824
	Iteration 7Q: 3 clusters Score -1.464192e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 69563 members 
Entering Unmasked Estep 
Score: -14645806.000000 Penalty: 5727.569824
	Iteration 8F: 3 clusters Score -1.464581e+07 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 76273 members 
Entering Unmasked Estep 
Score: -14651435.000000 Penalty: 5727.569824
	Iteration 9F: 3 clusters Score -1.465144e+07 nChanged 7427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 83304 members 
Entering Unmasked Estep 
Score: -14657899.000000 Penalty: 5727.569824
	Iteration 10F: 3 clusters Score -1.46579e+07 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 89088 members 
Entering Unmasked Estep 
Score: -14663141.000000 Penalty: 5727.569824
	Iteration 11F: 3 clusters Score -1.466314e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 93048 members 
Entering Unmasked Estep 
Score: -14666659.000000 Penalty: 5727.569824
	Iteration 12Q: 3 clusters Score -1.466666e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 95492 members 
Entering Unmasked Estep 
Score: -14668946.000000 Penalty: 5727.569824
	Iteration 13Q: 3 clusters Score -1.466895e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 96907 members 
Entering Unmasked Estep 
Score: -14670504.000000 Penalty: 5727.569824
	Iteration 14Q: 3 clusters Score -1.46705e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 97728 members 
Entering Unmasked Estep 
Score: -14671594.000000 Penalty: 5727.569824
	Iteration 15Q: 3 clusters Score -1.467159e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 98158 members 
Entering Unmasked Estep 
Score: -14672187.000000 Penalty: 5727.569824
	Iteration 16Q: 3 clusters Score -1.467219e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 98401 members 
Entering Unmasked Estep 
Score: -14672605.000000 Penalty: 5727.569824
	Iteration 17Q: 3 clusters Score -1.46726e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 98539 members 
Entering Unmasked Estep 
Score: -14672746.000000 Penalty: 5727.569824
	Iteration 18Q: 3 clusters Score -1.467275e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 98591 members 
Entering Unmasked Estep 
Score: -14672912.000000 Penalty: 5727.569824
	Iteration 19Q: 3 clusters Score -1.467291e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 98615 members 
Entering Unmasked Estep 
Score: -14673073.000000 Penalty: 5727.569824
	Iteration 20F: 3 clusters Score -1.467307e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 98585 members 
Entering Unmasked Estep 
Score: -14673121.000000 Penalty: 5727.569824
	Iteration 21Q: 3 clusters Score -1.467312e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 98532 members 
Entering Unmasked Estep 
Score: -14673193.000000 Penalty: 5727.569824
	Iteration 22Q: 3 clusters Score -1.467319e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 98488 members 
Entering Unmasked Estep 
Score: -14673273.000000 Penalty: 5727.569824
	Iteration 23Q: 3 clusters Score -1.467327e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 98427 members 
Entering Unmasked Estep 
Score: -14673291.000000 Penalty: 5727.569824
	Iteration 24Q: 3 clusters Score -1.467329e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 98376 members 
Entering Unmasked Estep 
Score: -14673345.000000 Penalty: 5727.569824
	Iteration 25Q: 3 clusters Score -1.467334e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 98327 members 
Entering Unmasked Estep 
Score: -14673370.000000 Penalty: 5727.569824
	Iteration 26Q: 3 clusters Score -1.467337e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 98258 members 
Entering Unmasked Estep 
Score: -14673356.000000 Penalty: 5727.569824
	Iteration 27Q: 3 clusters Score -1.467336e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 98193 members 
Entering Unmasked Estep 
Score: -14673354.000000 Penalty: 5727.569824
	Iteration 28Q: 3 clusters Score -1.467335e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 98138 members 
Entering Unmasked Estep 
Score: -14673387.000000 Penalty: 5727.569824
	Iteration 29Q: 3 clusters Score -1.467339e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 98093 members 
Entering Unmasked Estep 
Score: -14673379.000000 Penalty: 5727.569824
	Iteration 30Q: 3 clusters Score -1.467338e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 98050 members 
Entering Unmasked Estep 
Score: -14673400.000000 Penalty: 5727.569824
	Iteration 31Q: 3 clusters Score -1.46734e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 98001 members 
Entering Unmasked Estep 
Score: -14673412.000000 Penalty: 5727.569824
	Iteration 32Q: 3 clusters Score -1.467341e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 97955 members 
Entering Unmasked Estep 
Score: -14673423.000000 Penalty: 5727.569824
	Iteration 33Q: 3 clusters Score -1.467342e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 97907 members 
Entering Unmasked Estep 
Score: -14673424.000000 Penalty: 5727.569824
	Iteration 34Q: 3 clusters Score -1.467342e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 97873 members 
Entering Unmasked Estep 
Score: -14673418.000000 Penalty: 5727.569824
	Iteration 35Q: 3 clusters Score -1.467342e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 97831 members 
Entering Unmasked Estep 
Score: -14673421.000000 Penalty: 5727.569824
	Iteration 36Q: 3 clusters Score -1.467342e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 97791 members 
Entering Unmasked Estep 
Score: -14673431.000000 Penalty: 5727.569824
	Iteration 37Q: 3 clusters Score -1.467343e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 97765 members 
Entering Unmasked Estep 
Score: -14673433.000000 Penalty: 5727.569824
	Iteration 38Q: 3 clusters Score -1.467343e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 97738 members 
Entering Unmasked Estep 
Score: -14673434.000000 Penalty: 5727.569824
	Iteration 39Q: 3 clusters Score -1.467343e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 97708 members 
Entering Unmasked Estep 
Score: -14673424.000000 Penalty: 5727.569824
	Iteration 40F: 3 clusters Score -1.467342e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 97685 members 
Entering Unmasked Estep 
Score: -14673429.000000 Penalty: 5727.569824
	Iteration 41Q: 3 clusters Score -1.467343e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 97663 members 
Entering Unmasked Estep 
Score: -14673450.000000 Penalty: 5727.569824
	Iteration 42Q: 3 clusters Score -1.467345e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 97640 members 
Entering Unmasked Estep 
Score: -14673439.000000 Penalty: 5727.569824
	Iteration 43Q: 3 clusters Score -1.467344e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 97617 members 
Entering Unmasked Estep 
Score: -14673441.000000 Penalty: 5727.569824
	Iteration 44Q: 3 clusters Score -1.467344e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 97595 members 
Entering Unmasked Estep 
Score: -14673456.000000 Penalty: 5727.569824
	Iteration 45Q: 3 clusters Score -1.467346e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 97575 members 
Entering Unmasked Estep 
Score: -14673462.000000 Penalty: 5727.569824
	Iteration 46Q: 3 clusters Score -1.467346e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 97550 members 
Entering Unmasked Estep 
Score: -14673468.000000 Penalty: 5727.569824
	Iteration 47Q: 3 clusters Score -1.467347e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 97533 members 
Entering Unmasked Estep 
Score: -14673467.000000 Penalty: 5727.569824
	Iteration 48Q: 3 clusters Score -1.467347e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 97517 members 
Entering Unmasked Estep 
Score: -14673469.000000 Penalty: 5727.569824
	Iteration 49Q: 3 clusters Score -1.467347e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 97501 members 
Entering Unmasked Estep 
Score: -14673474.000000 Penalty: 5727.569824
	Iteration 50Q: 3 clusters Score -1.467347e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 97483 members 
Entering Unmasked Estep 
Score: -14673481.000000 Penalty: 5727.569824
	Iteration 51Q: 3 clusters Score -1.467348e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 97469 members 
Entering Unmasked Estep 
Score: -14673466.000000 Penalty: 5727.569824
	Iteration 52Q: 3 clusters Score -1.467347e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 97456 members 
Entering Unmasked Estep 
Score: -14673462.000000 Penalty: 5727.569824
	Iteration 53Q: 3 clusters Score -1.467346e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 97445 members 
Entering Unmasked Estep 
Score: -14673476.000000 Penalty: 5727.569824
	Iteration 54Q: 3 clusters Score -1.467348e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 97436 members 
Entering Unmasked Estep 
Score: -14673465.000000 Penalty: 5727.569824
	Iteration 55Q: 3 clusters Score -1.467346e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 97429 members 
Entering Unmasked Estep 
Score: -14673474.000000 Penalty: 5727.569824
	Iteration 56Q: 3 clusters Score -1.467347e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 97422 members 
Entering Unmasked Estep 
Score: -14673483.000000 Penalty: 5727.569824
	Iteration 57Q: 3 clusters Score -1.467348e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 97415 members 
Entering Unmasked Estep 
Score: -14673486.000000 Penalty: 5727.569824
	Iteration 58Q: 3 clusters Score -1.467349e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 97406 members 
Entering Unmasked Estep 
Score: -14673499.000000 Penalty: 5727.569824
	Iteration 59Q: 3 clusters Score -1.46735e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 97402 members 
Entering Unmasked Estep 
Score: -14673509.000000 Penalty: 5727.569824
	Iteration 60F: 3 clusters Score -1.467351e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 97396 members 
Entering Unmasked Estep 
Score: -14673522.000000 Penalty: 5727.569824
	Iteration 61Q: 3 clusters Score -1.467352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 97391 members 
Entering Unmasked Estep 
Score: -14673524.000000 Penalty: 5727.569824
	Iteration 62Q: 3 clusters Score -1.467352e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 97384 members 
Entering Unmasked Estep 
Score: -14673521.000000 Penalty: 5727.569824
	Iteration 63Q: 3 clusters Score -1.467352e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 97378 members 
Entering Unmasked Estep 
Score: -14673522.000000 Penalty: 5727.569824
	Iteration 64Q: 3 clusters Score -1.467352e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 97371 members 
Entering Unmasked Estep 
Score: -14673536.000000 Penalty: 5727.569824
	Iteration 65Q: 3 clusters Score -1.467354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 97367 members 
Entering Unmasked Estep 
Score: -14673536.000000 Penalty: 5727.569824
	Iteration 66Q: 3 clusters Score -1.467354e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 97360 members 
Entering Unmasked Estep 
Score: -14673526.000000 Penalty: 5727.569824
	Iteration 67Q: 3 clusters Score -1.467353e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 97356 members 
Entering Unmasked Estep 
Score: -14673531.000000 Penalty: 5727.569824
	Iteration 68Q: 3 clusters Score -1.467353e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 97347 members 
Entering Unmasked Estep 
Score: -14673517.000000 Penalty: 5727.569824
	Iteration 69Q: 3 clusters Score -1.467352e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 97339 members 
Entering Unmasked Estep 
Score: -14673515.000000 Penalty: 5727.569824
	Iteration 70Q: 3 clusters Score -1.467352e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 97329 members 
Entering Unmasked Estep 
Score: -14673511.000000 Penalty: 5727.569824
	Iteration 71Q: 3 clusters Score -1.467351e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 97315 members 
Entering Unmasked Estep 
Score: -14673521.000000 Penalty: 5727.569824
	Iteration 72Q: 3 clusters Score -1.467352e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 97306 members 
Entering Unmasked Estep 
Score: -14673513.000000 Penalty: 5727.569824
	Iteration 73Q: 3 clusters Score -1.467351e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 97296 members 
Entering Unmasked Estep 
Score: -14673521.000000 Penalty: 5727.569824
	Iteration 74Q: 3 clusters Score -1.467352e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 97287 members 
Entering Unmasked Estep 
Score: -14673506.000000 Penalty: 5727.569824
	Iteration 75Q: 3 clusters Score -1.467351e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 97277 members 
Entering Unmasked Estep 
Score: -14673499.000000 Penalty: 5727.569824
	Iteration 76Q: 3 clusters Score -1.46735e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 97263 members 
Entering Unmasked Estep 
Score: -14673499.000000 Penalty: 5727.569824
	Iteration 77Q: 3 clusters Score -1.46735e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 97252 members 
Entering Unmasked Estep 
Score: -14673504.000000 Penalty: 5727.569824
	Iteration 78Q: 3 clusters Score -1.46735e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 97244 members 
Entering Unmasked Estep 
Score: -14673521.000000 Penalty: 5727.569824
	Iteration 79Q: 3 clusters Score -1.467352e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 97238 members 
Entering Unmasked Estep 
Score: -14673526.000000 Penalty: 5727.569824
	Iteration 80F: 3 clusters Score -1.467353e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 97233 members 
Entering Unmasked Estep 
Score: -14673520.000000 Penalty: 5727.569824
	Iteration 81Q: 3 clusters Score -1.467352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 97228 members 
Entering Unmasked Estep 
Score: -14673519.000000 Penalty: 5727.569824
	Iteration 82Q: 3 clusters Score -1.467352e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 97219 members 
Entering Unmasked Estep 
Score: -14673528.000000 Penalty: 5727.569824
	Iteration 83Q: 3 clusters Score -1.467353e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 97211 members 
Entering Unmasked Estep 
Score: -14673531.000000 Penalty: 5727.569824
	Iteration 84Q: 3 clusters Score -1.467353e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 97205 members 
Entering Unmasked Estep 
Score: -14673533.000000 Penalty: 5727.569824
	Iteration 85Q: 3 clusters Score -1.467353e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 97197 members 
Entering Unmasked Estep 
Score: -14673533.000000 Penalty: 5727.569824
	Iteration 86Q: 3 clusters Score -1.467353e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 97188 members 
Entering Unmasked Estep 
Score: -14673535.000000 Penalty: 5727.569824
	Iteration 87Q: 3 clusters Score -1.467354e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 97182 members 
Entering Unmasked Estep 
Score: -14673536.000000 Penalty: 5727.569824
	Iteration 88Q: 3 clusters Score -1.467354e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 97170 members 
Entering Unmasked Estep 
Score: -14673541.000000 Penalty: 5727.569824
	Iteration 89Q: 3 clusters Score -1.467354e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 97160 members 
Entering Unmasked Estep 
Score: -14673540.000000 Penalty: 5727.569824
	Iteration 90Q: 3 clusters Score -1.467354e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 97155 members 
Entering Unmasked Estep 
Score: -14673550.000000 Penalty: 5727.569824
	Iteration 91Q: 3 clusters Score -1.467355e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 97150 members 
Entering Unmasked Estep 
Score: -14673542.000000 Penalty: 5727.569824
	Iteration 92Q: 3 clusters Score -1.467354e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 97143 members 
Entering Unmasked Estep 
Score: -14673523.000000 Penalty: 5727.569824
	Iteration 93Q: 3 clusters Score -1.467352e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 97132 members 
Entering Unmasked Estep 
Score: -14673517.000000 Penalty: 5727.569824
	Iteration 94Q: 3 clusters Score -1.467352e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 97124 members 
Entering Unmasked Estep 
Score: -14673544.000000 Penalty: 5727.569824
	Iteration 95Q: 3 clusters Score -1.467354e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 97106 members 
Entering Unmasked Estep 
Score: -14673547.000000 Penalty: 5727.569824
	Iteration 96Q: 3 clusters Score -1.467355e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 97091 members 
Entering Unmasked Estep 
Score: -14673549.000000 Penalty: 5727.569824
	Iteration 97Q: 3 clusters Score -1.467355e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 97070 members 
Entering Unmasked Estep 
Score: -14673556.000000 Penalty: 5727.569824
	Iteration 98Q: 3 clusters Score -1.467356e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 97047 members 
Entering Unmasked Estep 
Score: -14673578.000000 Penalty: 5727.569824
	Iteration 99Q: 3 clusters Score -1.467358e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 97025 members 
Entering Unmasked Estep 
Score: -14673570.000000 Penalty: 5727.569824
	Iteration 100F: 3 clusters Score -1.467357e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 97002 members 
Entering Unmasked Estep 
Score: -14673573.000000 Penalty: 5727.569824
	Iteration 101Q: 3 clusters Score -1.467357e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 96974 members 
Entering Unmasked Estep 
Score: -14673566.000000 Penalty: 5727.569824
	Iteration 102Q: 3 clusters Score -1.467357e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 96935 members 
Entering Unmasked Estep 
Score: -14673578.000000 Penalty: 5727.569824
	Iteration 103Q: 3 clusters Score -1.467358e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 96901 members 
Entering Unmasked Estep 
Score: -14673595.000000 Penalty: 5727.569824
	Iteration 104Q: 3 clusters Score -1.46736e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 96864 members 
Entering Unmasked Estep 
Score: -14673607.000000 Penalty: 5727.569824
	Iteration 105Q: 3 clusters Score -1.467361e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 96817 members 
Entering Unmasked Estep 
Score: -14673652.000000 Penalty: 5727.569824
	Iteration 106Q: 3 clusters Score -1.467365e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 96763 members 
Entering Unmasked Estep 
Score: -14673675.000000 Penalty: 5727.569824
	Iteration 107Q: 3 clusters Score -1.467368e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 96712 members 
Entering Unmasked Estep 
Score: -14673686.000000 Penalty: 5727.569824
	Iteration 108Q: 3 clusters Score -1.467369e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 96645 members 
Entering Unmasked Estep 
Score: -14673680.000000 Penalty: 5727.569824
	Iteration 109Q: 3 clusters Score -1.467368e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 96578 members 
Entering Unmasked Estep 
Score: -14673714.000000 Penalty: 5727.569824
	Iteration 110Q: 3 clusters Score -1.467371e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 96511 members 
Entering Unmasked Estep 
Score: -14673741.000000 Penalty: 5727.569824
	Iteration 111Q: 3 clusters Score -1.467374e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 96449 members 
Entering Unmasked Estep 
Score: -14673744.000000 Penalty: 5727.569824
	Iteration 112Q: 3 clusters Score -1.467374e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 96380 members 
Entering Unmasked Estep 
Score: -14673771.000000 Penalty: 5727.569824
	Iteration 113Q: 3 clusters Score -1.467377e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 96309 members 
Entering Unmasked Estep 
Score: -14673818.000000 Penalty: 5727.569824
	Iteration 114Q: 3 clusters Score -1.467382e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 96243 members 
Entering Unmasked Estep 
Score: -14673837.000000 Penalty: 5727.569824
	Iteration 115Q: 3 clusters Score -1.467384e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 96180 members 
Entering Unmasked Estep 
Score: -14673845.000000 Penalty: 5727.569824
	Iteration 116Q: 3 clusters Score -1.467384e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 96108 members 
Entering Unmasked Estep 
Score: -14673829.000000 Penalty: 5727.569824
	Iteration 117Q: 3 clusters Score -1.467383e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 96029 members 
Entering Unmasked Estep 
Score: -14673827.000000 Penalty: 5727.569824
	Iteration 118Q: 3 clusters Score -1.467383e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 95941 members 
Entering Unmasked Estep 
Score: -14673851.000000 Penalty: 5727.569824
	Iteration 119Q: 3 clusters Score -1.467385e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 95861 members 
Entering Unmasked Estep 
Score: -14673861.000000 Penalty: 5727.569824
	Iteration 120F: 3 clusters Score -1.467386e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 95764 members 
Entering Unmasked Estep 
Score: -14673906.000000 Penalty: 5727.569824
	Iteration 121Q: 3 clusters Score -1.467391e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 95677 members 
Entering Unmasked Estep 
Score: -14673901.000000 Penalty: 5727.569824
	Iteration 122Q: 3 clusters Score -1.46739e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 95602 members 
Entering Unmasked Estep 
Score: -14673958.000000 Penalty: 5727.569824
	Iteration 123Q: 3 clusters Score -1.467396e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 95519 members 
Entering Unmasked Estep 
Score: -14673959.000000 Penalty: 5727.569824
	Iteration 124Q: 3 clusters Score -1.467396e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 95445 members 
Entering Unmasked Estep 
Score: -14673974.000000 Penalty: 5727.569824
	Iteration 125Q: 3 clusters Score -1.467397e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 95382 members 
Entering Unmasked Estep 
Score: -14673999.000000 Penalty: 5727.569824
	Iteration 126Q: 3 clusters Score -1.4674e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 95320 members 
Entering Unmasked Estep 
Score: -14674011.000000 Penalty: 5727.569824
	Iteration 127Q: 3 clusters Score -1.467401e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 95267 members 
Entering Unmasked Estep 
Score: -14674007.000000 Penalty: 5727.569824
	Iteration 128Q: 3 clusters Score -1.467401e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 95213 members 
Entering Unmasked Estep 
Score: -14674018.000000 Penalty: 5727.569824
	Iteration 129Q: 3 clusters Score -1.467402e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 95160 members 
Entering Unmasked Estep 
Score: -14674041.000000 Penalty: 5727.569824
	Iteration 130Q: 3 clusters Score -1.467404e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 95105 members 
Entering Unmasked Estep 
Score: -14674054.000000 Penalty: 5727.569824
	Iteration 131Q: 3 clusters Score -1.467405e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 95044 members 
Entering Unmasked Estep 
Score: -14674061.000000 Penalty: 5727.569824
	Iteration 132Q: 3 clusters Score -1.467406e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 94984 members 
Entering Unmasked Estep 
Score: -14674061.000000 Penalty: 5727.569824
	Iteration 133Q: 3 clusters Score -1.467406e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 94927 members 
Entering Unmasked Estep 
Score: -14674067.000000 Penalty: 5727.569824
	Iteration 134Q: 3 clusters Score -1.467407e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 94863 members 
Entering Unmasked Estep 
Score: -14674083.000000 Penalty: 5727.569824
	Iteration 135Q: 3 clusters Score -1.467408e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 94806 members 
Entering Unmasked Estep 
Score: -14674105.000000 Penalty: 5727.569824
	Iteration 136Q: 3 clusters Score -1.46741e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 94756 members 
Entering Unmasked Estep 
Score: -14674092.000000 Penalty: 5727.569824
	Iteration 137Q: 3 clusters Score -1.467409e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 94714 members 
Entering Unmasked Estep 
Score: -14674102.000000 Penalty: 5727.569824
	Iteration 138Q: 3 clusters Score -1.46741e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 94679 members 
Entering Unmasked Estep 
Score: -14674091.000000 Penalty: 5727.569824
	Iteration 139Q: 3 clusters Score -1.467409e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 94646 members 
Entering Unmasked Estep 
Score: -14674103.000000 Penalty: 5727.569824
	Iteration 140F: 3 clusters Score -1.46741e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 94608 members 
Entering Unmasked Estep 
Score: -14674109.000000 Penalty: 5727.569824
	Iteration 141Q: 3 clusters Score -1.467411e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 94580 members 
Entering Unmasked Estep 
Score: -14674122.000000 Penalty: 5727.569824
	Iteration 142Q: 3 clusters Score -1.467412e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 94553 members 
Entering Unmasked Estep 
Score: -14674117.000000 Penalty: 5727.569824
	Iteration 143Q: 3 clusters Score -1.467412e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 94527 members 
Entering Unmasked Estep 
Score: -14674150.000000 Penalty: 5727.569824
	Iteration 144Q: 3 clusters Score -1.467415e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 94500 members 
Entering Unmasked Estep 
Score: -14674137.000000 Penalty: 5727.569824
	Iteration 145Q: 3 clusters Score -1.467414e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 94475 members 
Entering Unmasked Estep 
Score: -14674161.000000 Penalty: 5727.569824
	Iteration 146Q: 3 clusters Score -1.467416e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 94447 members 
Entering Unmasked Estep 
Score: -14674163.000000 Penalty: 5727.569824
	Iteration 147Q: 3 clusters Score -1.467416e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 94427 members 
Entering Unmasked Estep 
Score: -14674156.000000 Penalty: 5727.569824
	Iteration 148Q: 3 clusters Score -1.467416e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 94408 members 
Entering Unmasked Estep 
Score: -14674176.000000 Penalty: 5727.569824
	Iteration 149Q: 3 clusters Score -1.467418e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 94382 members 
Entering Unmasked Estep 
Score: -14674188.000000 Penalty: 5727.569824
	Iteration 150Q: 3 clusters Score -1.467419e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 94356 members 
Entering Unmasked Estep 
Score: -14674186.000000 Penalty: 5727.569824
	Iteration 151Q: 3 clusters Score -1.467419e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 94329 members 
Entering Unmasked Estep 
Score: -14674187.000000 Penalty: 5727.569824
	Iteration 152Q: 3 clusters Score -1.467419e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 94296 members 
Entering Unmasked Estep 
Score: -14674214.000000 Penalty: 5727.569824
	Iteration 153Q: 3 clusters Score -1.467421e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 94269 members 
Entering Unmasked Estep 
Score: -14674196.000000 Penalty: 5727.569824
	Iteration 154Q: 3 clusters Score -1.46742e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 94241 members 
Entering Unmasked Estep 
Score: -14674199.000000 Penalty: 5727.569824
	Iteration 155Q: 3 clusters Score -1.46742e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 94218 members 
Entering Unmasked Estep 
Score: -14674224.000000 Penalty: 5727.569824
	Iteration 156Q: 3 clusters Score -1.467422e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 94198 members 
Entering Unmasked Estep 
Score: -14674215.000000 Penalty: 5727.569824
	Iteration 157Q: 3 clusters Score -1.467422e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 94174 members 
Entering Unmasked Estep 
Score: -14674221.000000 Penalty: 5727.569824
	Iteration 158Q: 3 clusters Score -1.467422e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 94157 members 
Entering Unmasked Estep 
Score: -14674221.000000 Penalty: 5727.569824
	Iteration 159Q: 3 clusters Score -1.467422e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 94138 members 
Entering Unmasked Estep 
Score: -14674212.000000 Penalty: 5727.569824
	Iteration 160F: 3 clusters Score -1.467421e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 94118 members 
Entering Unmasked Estep 
Score: -14674230.000000 Penalty: 5727.569824
	Iteration 161Q: 3 clusters Score -1.467423e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 94103 members 
Entering Unmasked Estep 
Score: -14674242.000000 Penalty: 5727.569824
	Iteration 162Q: 3 clusters Score -1.467424e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 94087 members 
Entering Unmasked Estep 
Score: -14674233.000000 Penalty: 5727.569824
	Iteration 163Q: 3 clusters Score -1.467423e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 94072 members 
Entering Unmasked Estep 
Score: -14674213.000000 Penalty: 5727.569824
	Iteration 164Q: 3 clusters Score -1.467421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 94063 members 
Entering Unmasked Estep 
Score: -14674211.000000 Penalty: 5727.569824
	Iteration 165Q: 3 clusters Score -1.467421e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 94056 members 
Entering Unmasked Estep 
Score: -14674215.000000 Penalty: 5727.569824
	Iteration 166Q: 3 clusters Score -1.467422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 94049 members 
Entering Unmasked Estep 
Score: -14674217.000000 Penalty: 5727.569824
	Iteration 167Q: 3 clusters Score -1.467422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 94042 members 
Entering Unmasked Estep 
Score: -14674213.000000 Penalty: 5727.569824
	Iteration 168Q: 3 clusters Score -1.467421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 94036 members 
Entering Unmasked Estep 
Score: -14674210.000000 Penalty: 5727.569824
	Iteration 169Q: 3 clusters Score -1.467421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 94031 members 
Entering Unmasked Estep 
Score: -14674211.000000 Penalty: 5727.569824
	Iteration 170Q: 3 clusters Score -1.467421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 94025 members 
Entering Unmasked Estep 
Score: -14674207.000000 Penalty: 5727.569824
	Iteration 171Q: 3 clusters Score -1.467421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 94016 members 
Entering Unmasked Estep 
Score: -14674211.000000 Penalty: 5727.569824
	Iteration 172Q: 3 clusters Score -1.467421e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 94006 members 
Entering Unmasked Estep 
Score: -14674220.000000 Penalty: 5727.569824
	Iteration 173Q: 3 clusters Score -1.467422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 93999 members 
Entering Unmasked Estep 
Score: -14674216.000000 Penalty: 5727.569824
	Iteration 174Q: 3 clusters Score -1.467422e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 93987 members 
Entering Unmasked Estep 
Score: -14674214.000000 Penalty: 5727.569824
	Iteration 175Q: 3 clusters Score -1.467421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 93982 members 
Entering Unmasked Estep 
Score: -14674222.000000 Penalty: 5727.569824
	Iteration 176Q: 3 clusters Score -1.467422e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 93974 members 
Entering Unmasked Estep 
Score: -14674220.000000 Penalty: 5727.569824
	Iteration 177Q: 3 clusters Score -1.467422e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 93965 members 
Entering Unmasked Estep 
Score: -14674237.000000 Penalty: 5727.569824
	Iteration 178Q: 3 clusters Score -1.467424e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 93953 members 
Entering Unmasked Estep 
Score: -14674242.000000 Penalty: 5727.569824
	Iteration 179Q: 3 clusters Score -1.467424e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 93942 members 
Entering Unmasked Estep 
Score: -14674228.000000 Penalty: 5727.569824
	Iteration 180F: 3 clusters Score -1.467423e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 93936 members 
Entering Unmasked Estep 
Score: -14674229.000000 Penalty: 5727.569824
	Iteration 181Q: 3 clusters Score -1.467423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 93934 members 
Entering Unmasked Estep 
Score: -14674235.000000 Penalty: 5727.569824
	Iteration 182Q: 3 clusters Score -1.467424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 93932 members 
Entering Unmasked Estep 
Score: -14674236.000000 Penalty: 5727.569824
	Iteration 183Q: 3 clusters Score -1.467424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 93929 members 
Entering Unmasked Estep 
Score: -14674230.000000 Penalty: 5727.569824
	Iteration 184Q: 3 clusters Score -1.467423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 93926 members 
Entering Unmasked Estep 
Score: -14674218.000000 Penalty: 5727.569824
	Iteration 185Q: 3 clusters Score -1.467422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 93921 members 
Entering Unmasked Estep 
Score: -14674225.000000 Penalty: 5727.569824
	Iteration 186Q: 3 clusters Score -1.467422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 93914 members 
Entering Unmasked Estep 
Score: -14674219.000000 Penalty: 5727.569824
	Iteration 187Q: 3 clusters Score -1.467422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 93910 members 
Entering Unmasked Estep 
Score: -14674217.000000 Penalty: 5727.569824
	Iteration 188Q: 3 clusters Score -1.467422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 93905 members 
Entering Unmasked Estep 
Score: -14674221.000000 Penalty: 5727.569824
	Iteration 189Q: 3 clusters Score -1.467422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 93900 members 
Entering Unmasked Estep 
Score: -14674231.000000 Penalty: 5727.569824
	Iteration 190Q: 3 clusters Score -1.467423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 93895 members 
Entering Unmasked Estep 
Score: -14674215.000000 Penalty: 5727.569824
	Iteration 191Q: 3 clusters Score -1.467422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 93893 members 
Entering Unmasked Estep 
Score: -14674215.000000 Penalty: 5727.569824
	Iteration 192Q: 3 clusters Score -1.467422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 93889 members 
Entering Unmasked Estep 
Score: -14674223.000000 Penalty: 5727.569824
	Iteration 193Q: 3 clusters Score -1.467422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 93884 members 
Entering Unmasked Estep 
Score: -14674226.000000 Penalty: 5727.569824
	Iteration 194Q: 3 clusters Score -1.467423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 93879 members 
Entering Unmasked Estep 
Score: -14674224.000000 Penalty: 5727.569824
	Iteration 195Q: 3 clusters Score -1.467422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 93872 members 
Entering Unmasked Estep 
Score: -14674216.000000 Penalty: 5727.569824
	Iteration 196Q: 3 clusters Score -1.467422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 93866 members 
Entering Unmasked Estep 
Score: -14674212.000000 Penalty: 5727.569824
	Iteration 197Q: 3 clusters Score -1.467421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 93861 members 
Entering Unmasked Estep 
Score: -14674218.000000 Penalty: 5727.569824
	Iteration 198Q: 3 clusters Score -1.467422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 93854 members 
Entering Unmasked Estep 
Score: -14674226.000000 Penalty: 5727.569824
	Iteration 199Q: 3 clusters Score -1.467423e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 93844 members 
Entering Unmasked Estep 
Score: -14674231.000000 Penalty: 5727.569824
	Iteration 200F: 3 clusters Score -1.467423e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 93834 members 
Entering Unmasked Estep 
Score: -14674222.000000 Penalty: 5727.569824
	Iteration 201Q: 3 clusters Score -1.467422e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 93823 members 
Entering Unmasked Estep 
Score: -14674215.000000 Penalty: 5727.569824
	Iteration 202Q: 3 clusters Score -1.467422e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 93812 members 
Entering Unmasked Estep 
Score: -14674220.000000 Penalty: 5727.569824
	Iteration 203Q: 3 clusters Score -1.467422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 93807 members 
Entering Unmasked Estep 
Score: -14674219.000000 Penalty: 5727.569824
	Iteration 204Q: 3 clusters Score -1.467422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 93800 members 
Entering Unmasked Estep 
Score: -14674217.000000 Penalty: 5727.569824
	Iteration 205Q: 3 clusters Score -1.467422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 93794 members 
Entering Unmasked Estep 
Score: -14674209.000000 Penalty: 5727.569824
	Iteration 206Q: 3 clusters Score -1.467421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 93788 members 
Entering Unmasked Estep 
Score: -14674210.000000 Penalty: 5727.569824
	Iteration 207Q: 3 clusters Score -1.467421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 93782 members 
Entering Unmasked Estep 
Score: -14674222.000000 Penalty: 5727.569824
	Iteration 208Q: 3 clusters Score -1.467422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 93777 members 
Entering Unmasked Estep 
Score: -14674211.000000 Penalty: 5727.569824
	Iteration 209Q: 3 clusters Score -1.467421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 93771 members 
Entering Unmasked Estep 
Score: -14674221.000000 Penalty: 5727.569824
	Iteration 210Q: 3 clusters Score -1.467422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 93767 members 
Entering Unmasked Estep 
Score: -14674216.000000 Penalty: 5727.569824
	Iteration 211Q: 3 clusters Score -1.467422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 93763 members 
Entering Unmasked Estep 
Score: -14674217.000000 Penalty: 5727.569824
	Iteration 212Q: 3 clusters Score -1.467422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 93757 members 
Entering Unmasked Estep 
Score: -14674221.000000 Penalty: 5727.569824
	Iteration 213Q: 3 clusters Score -1.467422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 93752 members 
Entering Unmasked Estep 
Score: -14674231.000000 Penalty: 5727.569824
	Iteration 214Q: 3 clusters Score -1.467423e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 93745 members 
Entering Unmasked Estep 
Score: -14674250.000000 Penalty: 5727.569824
	Iteration 215Q: 3 clusters Score -1.467425e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 93735 members 
Entering Unmasked Estep 
Score: -14674239.000000 Penalty: 5727.569824
	Iteration 216Q: 3 clusters Score -1.467424e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 93724 members 
Entering Unmasked Estep 
Score: -14674238.000000 Penalty: 5727.569824
	Iteration 217Q: 3 clusters Score -1.467424e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 93713 members 
Entering Unmasked Estep 
Score: -14674242.000000 Penalty: 5727.569824
	Iteration 218Q: 3 clusters Score -1.467424e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 93699 members 
Entering Unmasked Estep 
Score: -14674250.000000 Penalty: 5727.569824
	Iteration 219Q: 3 clusters Score -1.467425e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 93683 members 
Entering Unmasked Estep 
Score: -14674259.000000 Penalty: 5727.569824
	Iteration 220F: 3 clusters Score -1.467426e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 93672 members 
Entering Unmasked Estep 
Score: -14674263.000000 Penalty: 5727.569824
	Iteration 221Q: 3 clusters Score -1.467426e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 93659 members 
Entering Unmasked Estep 
Score: -14674257.000000 Penalty: 5727.569824
	Iteration 222Q: 3 clusters Score -1.467426e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 93647 members 
Entering Unmasked Estep 
Score: -14674276.000000 Penalty: 5727.569824
	Iteration 223Q: 3 clusters Score -1.467428e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 93635 members 
Entering Unmasked Estep 
Score: -14674269.000000 Penalty: 5727.569824
	Iteration 224Q: 3 clusters Score -1.467427e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 93627 members 
Entering Unmasked Estep 
Score: -14674255.000000 Penalty: 5727.569824
	Iteration 225Q: 3 clusters Score -1.467426e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 93615 members 
Entering Unmasked Estep 
Score: -14674271.000000 Penalty: 5727.569824
	Iteration 226Q: 3 clusters Score -1.467427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 93609 members 
Entering Unmasked Estep 
Score: -14674278.000000 Penalty: 5727.569824
	Iteration 227Q: 3 clusters Score -1.467428e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 93599 members 
Entering Unmasked Estep 
Score: -14674272.000000 Penalty: 5727.569824
	Iteration 228Q: 3 clusters Score -1.467427e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 93588 members 
Entering Unmasked Estep 
Score: -14674269.000000 Penalty: 5727.569824
	Iteration 229Q: 3 clusters Score -1.467427e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 93576 members 
Entering Unmasked Estep 
Score: -14674268.000000 Penalty: 5727.569824
	Iteration 230Q: 3 clusters Score -1.467427e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 93563 members 
Entering Unmasked Estep 
Score: -14674281.000000 Penalty: 5727.569824
	Iteration 231Q: 3 clusters Score -1.467428e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 93553 members 
Entering Unmasked Estep 
Score: -14674277.000000 Penalty: 5727.569824
	Iteration 232Q: 3 clusters Score -1.467428e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 93544 members 
Entering Unmasked Estep 
Score: -14674290.000000 Penalty: 5727.569824
	Iteration 233Q: 3 clusters Score -1.467429e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 93538 members 
Entering Unmasked Estep 
Score: -14674301.000000 Penalty: 5727.569824
	Iteration 234Q: 3 clusters Score -1.46743e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 93527 members 
Entering Unmasked Estep 
Score: -14674298.000000 Penalty: 5727.569824
	Iteration 235Q: 3 clusters Score -1.46743e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 93518 members 
Entering Unmasked Estep 
Score: -14674303.000000 Penalty: 5727.569824
	Iteration 236Q: 3 clusters Score -1.46743e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 93503 members 
Entering Unmasked Estep 
Score: -14674309.000000 Penalty: 5727.569824
	Iteration 237Q: 3 clusters Score -1.467431e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 93485 members 
Entering Unmasked Estep 
Score: -14674299.000000 Penalty: 5727.569824
	Iteration 238Q: 3 clusters Score -1.46743e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 93469 members 
Entering Unmasked Estep 
Score: -14674311.000000 Penalty: 5727.569824
	Iteration 239Q: 3 clusters Score -1.467431e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 93460 members 
Entering Unmasked Estep 
Score: -14674312.000000 Penalty: 5727.569824
	Iteration 240F: 3 clusters Score -1.467431e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 93450 members 
Entering Unmasked Estep 
Score: -14674312.000000 Penalty: 5727.569824
	Iteration 241Q: 3 clusters Score -1.467431e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 93441 members 
Entering Unmasked Estep 
Score: -14674311.000000 Penalty: 5727.569824
	Iteration 242Q: 3 clusters Score -1.467431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 93438 members 
Entering Unmasked Estep 
Score: -14674309.000000 Penalty: 5727.569824
	Iteration 243Q: 3 clusters Score -1.467431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 93434 members 
Entering Unmasked Estep 
Score: -14674302.000000 Penalty: 5727.569824
	Iteration 244Q: 3 clusters Score -1.46743e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 93428 members 
Entering Unmasked Estep 
Score: -14674313.000000 Penalty: 5727.569824
	Iteration 245Q: 3 clusters Score -1.467431e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 93421 members 
Entering Unmasked Estep 
Score: -14674306.000000 Penalty: 5727.569824
	Iteration 246Q: 3 clusters Score -1.467431e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 93411 members 
Entering Unmasked Estep 
Score: -14674304.000000 Penalty: 5727.569824
	Iteration 247Q: 3 clusters Score -1.46743e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 93400 members 
Entering Unmasked Estep 
Score: -14674311.000000 Penalty: 5727.569824
	Iteration 248Q: 3 clusters Score -1.467431e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 93380 members 
Entering Unmasked Estep 
Score: -14674320.000000 Penalty: 5727.569824
	Iteration 249Q: 3 clusters Score -1.467432e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 93367 members 
Entering Unmasked Estep 
Score: -14674325.000000 Penalty: 5727.569824
	Iteration 250Q: 3 clusters Score -1.467432e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 93356 members 
Entering Unmasked Estep 
Score: -14674323.000000 Penalty: 5727.569824
	Iteration 251Q: 3 clusters Score -1.467432e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 93344 members 
Entering Unmasked Estep 
Score: -14674332.000000 Penalty: 5727.569824
	Iteration 252Q: 3 clusters Score -1.467433e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 93334 members 
Entering Unmasked Estep 
Score: -14674332.000000 Penalty: 5727.569824
	Iteration 253Q: 3 clusters Score -1.467433e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 93323 members 
Entering Unmasked Estep 
Score: -14674333.000000 Penalty: 5727.569824
	Iteration 254Q: 3 clusters Score -1.467433e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 93313 members 
Entering Unmasked Estep 
Score: -14674316.000000 Penalty: 5727.569824
	Iteration 255Q: 3 clusters Score -1.467432e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 93301 members 
Entering Unmasked Estep 
Score: -14674315.000000 Penalty: 5727.569824
	Iteration 256Q: 3 clusters Score -1.467432e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 93288 members 
Entering Unmasked Estep 
Score: -14674328.000000 Penalty: 5727.569824
	Iteration 257Q: 3 clusters Score -1.467433e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 93275 members 
Entering Unmasked Estep 
Score: -14674336.000000 Penalty: 5727.569824
	Iteration 258Q: 3 clusters Score -1.467434e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 93261 members 
Entering Unmasked Estep 
Score: -14674319.000000 Penalty: 5727.569824
	Iteration 259Q: 3 clusters Score -1.467432e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 93245 members 
Entering Unmasked Estep 
Score: -14674335.000000 Penalty: 5727.569824
	Iteration 260F: 3 clusters Score -1.467434e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 93234 members 
Entering Unmasked Estep 
Score: -14674333.000000 Penalty: 5727.569824
	Iteration 261Q: 3 clusters Score -1.467433e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 93223 members 
Entering Unmasked Estep 
Score: -14674346.000000 Penalty: 5727.569824
	Iteration 262Q: 3 clusters Score -1.467435e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 93212 members 
Entering Unmasked Estep 
Score: -14674353.000000 Penalty: 5727.569824
	Iteration 263Q: 3 clusters Score -1.467435e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 93200 members 
Entering Unmasked Estep 
Score: -14674357.000000 Penalty: 5727.569824
	Iteration 264Q: 3 clusters Score -1.467436e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 93184 members 
Entering Unmasked Estep 
Score: -14674354.000000 Penalty: 5727.569824
	Iteration 265Q: 3 clusters Score -1.467435e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 93164 members 
Entering Unmasked Estep 
Score: -14674364.000000 Penalty: 5727.569824
	Iteration 266Q: 3 clusters Score -1.467436e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 93147 members 
Entering Unmasked Estep 
Score: -14674362.000000 Penalty: 5727.569824
	Iteration 267Q: 3 clusters Score -1.467436e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 93127 members 
Entering Unmasked Estep 
Score: -14674385.000000 Penalty: 5727.569824
	Iteration 268Q: 3 clusters Score -1.467438e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 93106 members 
Entering Unmasked Estep 
Score: -14674373.000000 Penalty: 5727.569824
	Iteration 269Q: 3 clusters Score -1.467437e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 93090 members 
Entering Unmasked Estep 
Score: -14674366.000000 Penalty: 5727.569824
	Iteration 270Q: 3 clusters Score -1.467437e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 93076 members 
Entering Unmasked Estep 
Score: -14674376.000000 Penalty: 5727.569824
	Iteration 271Q: 3 clusters Score -1.467438e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 93058 members 
Entering Unmasked Estep 
Score: -14674375.000000 Penalty: 5727.569824
	Iteration 272Q: 3 clusters Score -1.467438e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 93035 members 
Entering Unmasked Estep 
Score: -14674385.000000 Penalty: 5727.569824
	Iteration 273Q: 3 clusters Score -1.467438e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 93017 members 
Entering Unmasked Estep 
Score: -14674411.000000 Penalty: 5727.569824
	Iteration 274Q: 3 clusters Score -1.467441e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 92996 members 
Entering Unmasked Estep 
Score: -14674399.000000 Penalty: 5727.569824
	Iteration 275Q: 3 clusters Score -1.46744e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 92981 members 
Entering Unmasked Estep 
Score: -14674401.000000 Penalty: 5727.569824
	Iteration 276Q: 3 clusters Score -1.46744e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 92962 members 
Entering Unmasked Estep 
Score: -14674401.000000 Penalty: 5727.569824
	Iteration 277Q: 3 clusters Score -1.46744e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 92946 members 
Entering Unmasked Estep 
Score: -14674429.000000 Penalty: 5727.569824
	Iteration 278Q: 3 clusters Score -1.467443e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 92935 members 
Entering Unmasked Estep 
Score: -14674429.000000 Penalty: 5727.569824
	Iteration 279Q: 3 clusters Score -1.467443e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 92929 members 
Entering Unmasked Estep 
Score: -14674417.000000 Penalty: 5727.569824
	Iteration 280F: 3 clusters Score -1.467442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 92923 members 
Entering Unmasked Estep 
Score: -14674433.000000 Penalty: 5727.569824
	Iteration 281Q: 3 clusters Score -1.467443e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 92915 members 
Entering Unmasked Estep 
Score: -14674419.000000 Penalty: 5727.569824
	Iteration 282Q: 3 clusters Score -1.467442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 92907 members 
Entering Unmasked Estep 
Score: -14674430.000000 Penalty: 5727.569824
	Iteration 283Q: 3 clusters Score -1.467443e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 92901 members 
Entering Unmasked Estep 
Score: -14674428.000000 Penalty: 5727.569824
	Iteration 284Q: 3 clusters Score -1.467443e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 92897 members 
Entering Unmasked Estep 
Score: -14674425.000000 Penalty: 5727.569824
	Iteration 285Q: 3 clusters Score -1.467442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 92892 members 
Entering Unmasked Estep 
Score: -14674415.000000 Penalty: 5727.569824
	Iteration 286Q: 3 clusters Score -1.467442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 92892 members 
Entering Unmasked Estep 
Score: -14674417.000000 Penalty: 5727.569824
	Iteration 287Q: 3 clusters Score -1.467442e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 92892 members 
Entering Unmasked Estep 
Score: -14674417.000000 Penalty: 5727.569824
	Iteration 288F: 3 clusters Score -1.467442e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35068 members 
Entering Unmasked Estep 
Score: -4808709.500000 Penalty: 2595.330811
	Iteration 0F: 2 clusters Score -4808710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -4784810.500000 Penalty: 5190.661621
	Iteration 0F: 3 clusters Score -4784810 nChanged 15936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -4793539.500000 Penalty: 5190.661621
	Iteration 1F: 3 clusters Score -4793540 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -4793923.500000 Penalty: 5190.661621
	Iteration 2Q: 3 clusters Score -4793924 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -4794249.000000 Penalty: 5190.661621
	Iteration 3Q: 3 clusters Score -4794249 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -4794564.000000 Penalty: 5190.661621
	Iteration 4Q: 3 clusters Score -4794564 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -4794861.500000 Penalty: 5190.661621
	Iteration 5Q: 3 clusters Score -4794862 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -4795246.500000 Penalty: 5190.661621
	Iteration 6Q: 3 clusters Score -4795246 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -4795732.500000 Penalty: 5190.661621
	Iteration 7Q: 3 clusters Score -4795732 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -4796408.000000 Penalty: 5190.661621
	Iteration 8Q: 3 clusters Score -4796408 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -4797373.000000 Penalty: 5190.661621
	Iteration 9F: 3 clusters Score -4797373 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -4798811.500000 Penalty: 5190.661621
	Iteration 10F: 3 clusters Score -4798812 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -4800698.500000 Penalty: 5190.661621
	Iteration 11F: 3 clusters Score -4800698 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -4802828.000000 Penalty: 5190.661621
	Iteration 12F: 3 clusters Score -4802828 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -4804697.500000 Penalty: 5190.661621
	Iteration 13F: 3 clusters Score -4804698 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 33772 members 
Entering Unmasked Estep 
Score: -4806017.000000 Penalty: 5190.661621
	Iteration 14Q: 3 clusters Score -4806017 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
Score: -4806561.500000 Penalty: 5190.661621
	Iteration 15Q: 3 clusters Score -4806562 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -4806743.000000 Penalty: 5190.661621
	Iteration 16Q: 3 clusters Score -4806743 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -4806854.000000 Penalty: 5190.661621
	Iteration 17Q: 3 clusters Score -4806854 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 34528 members 
Entering Unmasked Estep 
Score: -4806914.500000 Penalty: 5190.661621
	Iteration 18Q: 3 clusters Score -4806914 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -4806961.500000 Penalty: 5190.661621
	Iteration 19Q: 3 clusters Score -4806962 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -4806997.000000 Penalty: 5190.661621
	Iteration 20F: 3 clusters Score -4806997 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -4807016.000000 Penalty: 5190.661621
	Iteration 21Q: 3 clusters Score -4807016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 34570 members 
Entering Unmasked Estep 
Score: -4807025.500000 Penalty: 5190.661621
	Iteration 22Q: 3 clusters Score -4807026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -4807036.500000 Penalty: 5190.661621
	Iteration 23Q: 3 clusters Score -4807036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -4807036.500000 Penalty: 5190.661621
	Iteration 24Q: 3 clusters Score -4807036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
Score: -4807056.500000 Penalty: 5190.661621
	Iteration 25Q: 3 clusters Score -4807056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -4807062.000000 Penalty: 5190.661621
	Iteration 26Q: 3 clusters Score -4807062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -4807063.000000 Penalty: 5190.661621
	Iteration 27Q: 3 clusters Score -4807063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -4807062.500000 Penalty: 5190.661621
	Iteration 28Q: 3 clusters Score -4807062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -4807067.500000 Penalty: 5190.661621
	Iteration 29Q: 3 clusters Score -4807068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -4807067.500000 Penalty: 5190.661621
	Iteration 30F: 3 clusters Score -4807068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (32724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Entering Unmasked Estep 
Score: -4644974.500000 Penalty: 2578.174316
	Iteration 0F: 2 clusters Score -4644974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -4622633.500000 Penalty: 5156.348633
	Iteration 0F: 3 clusters Score -4622634 nChanged 14832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -4630685.500000 Penalty: 5156.348633
	Iteration 1F: 3 clusters Score -4630686 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -4631246.000000 Penalty: 5156.348633
	Iteration 2Q: 3 clusters Score -4631246 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -4631879.000000 Penalty: 5156.348633
	Iteration 3Q: 3 clusters Score -4631879 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -4632662.000000 Penalty: 5156.348633
	Iteration 4Q: 3 clusters Score -4632662 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -4633773.500000 Penalty: 5156.348633
	Iteration 5F: 3 clusters Score -4633774 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -4635339.000000 Penalty: 5156.348633
	Iteration 6F: 3 clusters Score -4635339 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -4637298.000000 Penalty: 5156.348633
	Iteration 7F: 3 clusters Score -4637298 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -4639207.000000 Penalty: 5156.348633
	Iteration 8F: 3 clusters Score -4639207 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -4640639.500000 Penalty: 5156.348633
	Iteration 9Q: 3 clusters Score -4640640 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -4641404.500000 Penalty: 5156.348633
	Iteration 10Q: 3 clusters Score -4641404 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -4641764.500000 Penalty: 5156.348633
	Iteration 11Q: 3 clusters Score -4641764 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -4642001.000000 Penalty: 5156.348633
	Iteration 12Q: 3 clusters Score -4642001 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -4642160.500000 Penalty: 5156.348633
	Iteration 13Q: 3 clusters Score -4642160 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -4642261.000000 Penalty: 5156.348633
	Iteration 14Q: 3 clusters Score -4642261 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -4642350.000000 Penalty: 5156.348633
	Iteration 15Q: 3 clusters Score -4642350 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -4642428.000000 Penalty: 5156.348633
	Iteration 16Q: 3 clusters Score -4642428 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -4642507.500000 Penalty: 5156.348633
	Iteration 17Q: 3 clusters Score -4642508 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30578 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -4642561.000000 Penalty: 5156.348633
	Iteration 18Q: 3 clusters Score -4642561 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -4642599.500000 Penalty: 5156.348633
	Iteration 19Q: 3 clusters Score -4642600 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -4642624.500000 Penalty: 5156.348633
	Iteration 20F: 3 clusters Score -4642624 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30869 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -4642665.000000 Penalty: 5156.348633
	Iteration 21Q: 3 clusters Score -4642665 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -4642709.000000 Penalty: 5156.348633
	Iteration 22Q: 3 clusters Score -4642709 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -4642718.500000 Penalty: 5156.348633
	Iteration 23Q: 3 clusters Score -4642718 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4642739.000000 Penalty: 5156.348633
	Iteration 24Q: 3 clusters Score -4642739 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -4642767.000000 Penalty: 5156.348633
	Iteration 25Q: 3 clusters Score -4642767 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -4642778.000000 Penalty: 5156.348633
	Iteration 26Q: 3 clusters Score -4642778 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -4642781.000000 Penalty: 5156.348633
	Iteration 27Q: 3 clusters Score -4642781 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4642794.500000 Penalty: 5156.348633
	Iteration 28Q: 3 clusters Score -4642794 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4642801.500000 Penalty: 5156.348633
	Iteration 29Q: 3 clusters Score -4642802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4642808.500000 Penalty: 5156.348633
	Iteration 30Q: 3 clusters Score -4642808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -4642822.500000 Penalty: 5156.348633
	Iteration 31Q: 3 clusters Score -4642822 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -4642830.000000 Penalty: 5156.348633
	Iteration 32Q: 3 clusters Score -4642830 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4642837.500000 Penalty: 5156.348633
	Iteration 33Q: 3 clusters Score -4642838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4642837.000000 Penalty: 5156.348633
	Iteration 34Q: 3 clusters Score -4642837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -4642845.000000 Penalty: 5156.348633
	Iteration 35Q: 3 clusters Score -4642845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31395 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4642840.500000 Penalty: 5156.348633
	Iteration 36Q: 3 clusters Score -4642840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -4642840.000000 Penalty: 5156.348633
	Iteration 37Q: 3 clusters Score -4642840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31403 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -4642843.000000 Penalty: 5156.348633
	Iteration 38Q: 3 clusters Score -4642843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -4642854.000000 Penalty: 5156.348633
	Iteration 39Q: 3 clusters Score -4642854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -4642859.000000 Penalty: 5156.348633
	Iteration 40F: 3 clusters Score -4642859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -4642862.000000 Penalty: 5156.348633
	Iteration 41Q: 3 clusters Score -4642862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -4642863.500000 Penalty: 5156.348633
	Iteration 42Q: 3 clusters Score -4642864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4642860.000000 Penalty: 5156.348633
	Iteration 43Q: 3 clusters Score -4642860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -4642865.000000 Penalty: 5156.348633
	Iteration 44Q: 3 clusters Score -4642865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4642864.000000 Penalty: 5156.348633
	Iteration 45Q: 3 clusters Score -4642864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4642864.000000 Penalty: 5156.348633
	Iteration 46F: 3 clusters Score -4642864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (116249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116249 members 
Entering Unmasked Estep 
Score: -16464272.000000 Penalty: 2892.545410
	Iteration 0F: 2 clusters Score -1.646427e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57956 members 
Mstep: Class 2 contains 58293 members 
Entering Unmasked Estep 
Score: -16388613.000000 Penalty: 5785.090820
	Iteration 0F: 3 clusters Score -1.638861e+07 nChanged 55185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55671 members 
Mstep: Class 2 contains 60578 members 
Entering Unmasked Estep 
Score: -16420611.000000 Penalty: 5785.090820
	Iteration 1F: 3 clusters Score -1.642061e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54258 members 
Mstep: Class 2 contains 61991 members 
Entering Unmasked Estep 
Score: -16421478.000000 Penalty: 5785.090820
	Iteration 2Q: 3 clusters Score -1.642148e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52061 members 
Mstep: Class 2 contains 64188 members 
Entering Unmasked Estep 
Score: -16422687.000000 Penalty: 5785.090820
	Iteration 3Q: 3 clusters Score -1.642269e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48853 members 
Mstep: Class 2 contains 67396 members 
Entering Unmasked Estep 
Score: -16424374.000000 Penalty: 5785.090820
	Iteration 4Q: 3 clusters Score -1.642437e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 71899 members 
Entering Unmasked Estep 
Score: -16427206.000000 Penalty: 5785.090820
	Iteration 5Q: 3 clusters Score -1.642721e+07 nChanged 6648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38374 members 
Mstep: Class 2 contains 77875 members 
Entering Unmasked Estep 
Score: -16431629.000000 Penalty: 5785.090820
	Iteration 6F: 3 clusters Score -1.643163e+07 nChanged 7539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 84966 members 
Entering Unmasked Estep 
Score: -16437561.000000 Penalty: 5785.090820
	Iteration 7F: 3 clusters Score -1.643756e+07 nChanged 7708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 92362 members 
Entering Unmasked Estep 
Score: -16444058.000000 Penalty: 5785.090820
	Iteration 8F: 3 clusters Score -1.644406e+07 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 98996 members 
Entering Unmasked Estep 
Score: -16449669.000000 Penalty: 5785.090820
	Iteration 9F: 3 clusters Score -1.644967e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 104070 members 
Entering Unmasked Estep 
Score: -16453582.000000 Penalty: 5785.090820
	Iteration 10Q: 3 clusters Score -1.645358e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 107765 members 
Entering Unmasked Estep 
Score: -16456153.000000 Penalty: 5785.090820
	Iteration 11Q: 3 clusters Score -1.645615e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 110488 members 
Entering Unmasked Estep 
Score: -16457969.000000 Penalty: 5785.090820
	Iteration 12Q: 3 clusters Score -1.645797e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 112451 members 
Entering Unmasked Estep 
Score: -16459204.000000 Penalty: 5785.090820
	Iteration 13Q: 3 clusters Score -1.64592e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 113844 members 
Entering Unmasked Estep 
Score: -16460208.000000 Penalty: 5785.090820
	Iteration 14Q: 3 clusters Score -1.646021e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 114723 members 
Entering Unmasked Estep 
Score: -16460838.000000 Penalty: 5785.090820
	Iteration 15Q: 3 clusters Score -1.646084e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 115231 members 
Entering Unmasked Estep 
Score: -16461175.000000 Penalty: 5785.090820
	Iteration 16Q: 3 clusters Score -1.646118e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 115519 members 
Entering Unmasked Estep 
Score: -16461428.000000 Penalty: 5785.090820
	Iteration 17Q: 3 clusters Score -1.646143e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 115658 members 
Entering Unmasked Estep 
Score: -16461553.000000 Penalty: 5785.090820
	Iteration 18Q: 3 clusters Score -1.646155e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 115722 members 
Entering Unmasked Estep 
Score: -16461602.000000 Penalty: 5785.090820
	Iteration 19Q: 3 clusters Score -1.64616e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 115769 members 
Entering Unmasked Estep 
Score: -16461649.000000 Penalty: 5785.090820
	Iteration 20F: 3 clusters Score -1.646165e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 115804 members 
Entering Unmasked Estep 
Score: -16461690.000000 Penalty: 5785.090820
	Iteration 21Q: 3 clusters Score -1.646169e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 115823 members 
Entering Unmasked Estep 
Score: -16461710.000000 Penalty: 5785.090820
	Iteration 22Q: 3 clusters Score -1.646171e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 115835 members 
Entering Unmasked Estep 
Score: -16461727.000000 Penalty: 5785.090820
	Iteration 23Q: 3 clusters Score -1.646173e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 115849 members 
Entering Unmasked Estep 
Score: -16461731.000000 Penalty: 5785.090820
	Iteration 24Q: 3 clusters Score -1.646173e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 115863 members 
Entering Unmasked Estep 
Score: -16461741.000000 Penalty: 5785.090820
	Iteration 25Q: 3 clusters Score -1.646174e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 115874 members 
Entering Unmasked Estep 
Score: -16461758.000000 Penalty: 5785.090820
	Iteration 26Q: 3 clusters Score -1.646176e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 115886 members 
Entering Unmasked Estep 
Score: -16461771.000000 Penalty: 5785.090820
	Iteration 27Q: 3 clusters Score -1.646177e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 115893 members 
Entering Unmasked Estep 
Score: -16461782.000000 Penalty: 5785.090820
	Iteration 28Q: 3 clusters Score -1.646178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 115895 members 
Entering Unmasked Estep 
Score: -16461791.000000 Penalty: 5785.090820
	Iteration 29Q: 3 clusters Score -1.646179e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 115897 members 
Entering Unmasked Estep 
Score: -16461789.000000 Penalty: 5785.090820
	Iteration 30Q: 3 clusters Score -1.646179e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 115900 members 
Entering Unmasked Estep 
Score: -16461792.000000 Penalty: 5785.090820
	Iteration 31Q: 3 clusters Score -1.646179e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 115906 members 
Entering Unmasked Estep 
Score: -16461811.000000 Penalty: 5785.090820
	Iteration 32Q: 3 clusters Score -1.646181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 115907 members 
Entering Unmasked Estep 
Score: -16461807.000000 Penalty: 5785.090820
	Iteration 33Q: 3 clusters Score -1.646181e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 115907 members 
Entering Unmasked Estep 
Score: -16461807.000000 Penalty: 5785.090820
	Iteration 34F: 3 clusters Score -1.646181e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Entering Unmasked Estep 
Score: -6588313.000000 Penalty: 2665.526123
	Iteration 0F: 2 clusters Score -6588313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -6556909.000000 Penalty: 5331.052246
	Iteration 0F: 3 clusters Score -6556909 nChanged 21472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -6568908.500000 Penalty: 5331.052246
	Iteration 1F: 3 clusters Score -6568908 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -6569590.000000 Penalty: 5331.052246
	Iteration 2Q: 3 clusters Score -6569590 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -6570332.000000 Penalty: 5331.052246
	Iteration 3Q: 3 clusters Score -6570332 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -6571467.500000 Penalty: 5331.052246
	Iteration 4F: 3 clusters Score -6571468 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -6572933.500000 Penalty: 5331.052246
	Iteration 5F: 3 clusters Score -6572934 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -6575040.000000 Penalty: 5331.052246
	Iteration 6F: 3 clusters Score -6575040 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -6577608.000000 Penalty: 5331.052246
	Iteration 7F: 3 clusters Score -6577608 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -6580279.000000 Penalty: 5331.052246
	Iteration 8F: 3 clusters Score -6580279 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -6582391.500000 Penalty: 5331.052246
	Iteration 9Q: 3 clusters Score -6582392 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39627 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -6583674.500000 Penalty: 5331.052246
	Iteration 10Q: 3 clusters Score -6583674 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40304 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -6584288.500000 Penalty: 5331.052246
	Iteration 11Q: 3 clusters Score -6584288 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -6584569.000000 Penalty: 5331.052246
	Iteration 12Q: 3 clusters Score -6584569 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41224 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -6584786.500000 Penalty: 5331.052246
	Iteration 13Q: 3 clusters Score -6584786 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -6584982.000000 Penalty: 5331.052246
	Iteration 14Q: 3 clusters Score -6584982 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41978 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -6585161.500000 Penalty: 5331.052246
	Iteration 15Q: 3 clusters Score -6585162 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -6585303.000000 Penalty: 5331.052246
	Iteration 16Q: 3 clusters Score -6585303 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -6585418.500000 Penalty: 5331.052246
	Iteration 17Q: 3 clusters Score -6585418 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -6585511.000000 Penalty: 5331.052246
	Iteration 18Q: 3 clusters Score -6585511 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -6585592.000000 Penalty: 5331.052246
	Iteration 19Q: 3 clusters Score -6585592 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43293 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -6585650.500000 Penalty: 5331.052246
	Iteration 20F: 3 clusters Score -6585650 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43454 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -6585700.500000 Penalty: 5331.052246
	Iteration 21Q: 3 clusters Score -6585700 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -6585745.000000 Penalty: 5331.052246
	Iteration 22Q: 3 clusters Score -6585745 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -6585813.000000 Penalty: 5331.052246
	Iteration 23Q: 3 clusters Score -6585813 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -6585830.000000 Penalty: 5331.052246
	Iteration 24Q: 3 clusters Score -6585830 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43971 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -6585896.000000 Penalty: 5331.052246
	Iteration 25Q: 3 clusters Score -6585896 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44069 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -6585917.000000 Penalty: 5331.052246
	Iteration 26Q: 3 clusters Score -6585917 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44156 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -6585936.000000 Penalty: 5331.052246
	Iteration 27Q: 3 clusters Score -6585936 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44237 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -6585977.000000 Penalty: 5331.052246
	Iteration 28Q: 3 clusters Score -6585977 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44306 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -6585978.500000 Penalty: 5331.052246
	Iteration 29Q: 3 clusters Score -6585978 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44366 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -6585994.000000 Penalty: 5331.052246
	Iteration 30Q: 3 clusters Score -6585994 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44425 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -6585996.500000 Penalty: 5331.052246
	Iteration 31Q: 3 clusters Score -6585996 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -6586004.500000 Penalty: 5331.052246
	Iteration 32Q: 3 clusters Score -6586004 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -6586020.500000 Penalty: 5331.052246
	Iteration 33Q: 3 clusters Score -6586020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44554 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -6586036.000000 Penalty: 5331.052246
	Iteration 34Q: 3 clusters Score -6586036 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -6586031.000000 Penalty: 5331.052246
	Iteration 35Q: 3 clusters Score -6586031 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44621 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -6586049.500000 Penalty: 5331.052246
	Iteration 36Q: 3 clusters Score -6586050 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -6586053.000000 Penalty: 5331.052246
	Iteration 37Q: 3 clusters Score -6586053 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44686 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -6586072.500000 Penalty: 5331.052246
	Iteration 38Q: 3 clusters Score -6586072 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44715 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -6586072.000000 Penalty: 5331.052246
	Iteration 39Q: 3 clusters Score -6586072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44735 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -6586077.000000 Penalty: 5331.052246
	Iteration 40F: 3 clusters Score -6586077 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44757 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -6586074.500000 Penalty: 5331.052246
	Iteration 41Q: 3 clusters Score -6586074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44773 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -6586083.500000 Penalty: 5331.052246
	Iteration 42Q: 3 clusters Score -6586084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44789 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -6586088.500000 Penalty: 5331.052246
	Iteration 43Q: 3 clusters Score -6586088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44801 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -6586087.000000 Penalty: 5331.052246
	Iteration 44Q: 3 clusters Score -6586087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -6586091.500000 Penalty: 5331.052246
	Iteration 45Q: 3 clusters Score -6586092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44821 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -6586098.000000 Penalty: 5331.052246
	Iteration 46Q: 3 clusters Score -6586098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44825 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -6586099.500000 Penalty: 5331.052246
	Iteration 47Q: 3 clusters Score -6586100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44830 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -6586090.500000 Penalty: 5331.052246
	Iteration 48Q: 3 clusters Score -6586090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44833 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -6586099.500000 Penalty: 5331.052246
	Iteration 49Q: 3 clusters Score -6586100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44840 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -6586094.500000 Penalty: 5331.052246
	Iteration 50Q: 3 clusters Score -6586094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44846 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -6586091.500000 Penalty: 5331.052246
	Iteration 51Q: 3 clusters Score -6586092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44850 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -6586093.000000 Penalty: 5331.052246
	Iteration 52Q: 3 clusters Score -6586093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44855 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -6586093.000000 Penalty: 5331.052246
	Iteration 53Q: 3 clusters Score -6586093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -6586103.000000 Penalty: 5331.052246
	Iteration 54Q: 3 clusters Score -6586103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -6586097.500000 Penalty: 5331.052246
	Iteration 55Q: 3 clusters Score -6586098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44873 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -6586103.500000 Penalty: 5331.052246
	Iteration 56Q: 3 clusters Score -6586104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44885 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -6586113.000000 Penalty: 5331.052246
	Iteration 57Q: 3 clusters Score -6586113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44901 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -6586120.500000 Penalty: 5331.052246
	Iteration 58Q: 3 clusters Score -6586120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44909 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -6586124.500000 Penalty: 5331.052246
	Iteration 59Q: 3 clusters Score -6586124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44913 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -6586126.000000 Penalty: 5331.052246
	Iteration 60F: 3 clusters Score -6586126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44916 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -6586123.500000 Penalty: 5331.052246
	Iteration 61Q: 3 clusters Score -6586124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44919 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -6586115.500000 Penalty: 5331.052246
	Iteration 62Q: 3 clusters Score -6586116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44923 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -6586126.000000 Penalty: 5331.052246
	Iteration 63Q: 3 clusters Score -6586126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44930 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -6586130.000000 Penalty: 5331.052246
	Iteration 64Q: 3 clusters Score -6586130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44937 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -6586135.500000 Penalty: 5331.052246
	Iteration 65Q: 3 clusters Score -6586136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44946 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -6586135.000000 Penalty: 5331.052246
	Iteration 66Q: 3 clusters Score -6586135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -6586136.500000 Penalty: 5331.052246
	Iteration 67Q: 3 clusters Score -6586136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44968 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -6586136.000000 Penalty: 5331.052246
	Iteration 68Q: 3 clusters Score -6586136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44972 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -6586133.500000 Penalty: 5331.052246
	Iteration 69Q: 3 clusters Score -6586134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -6586133.000000 Penalty: 5331.052246
	Iteration 70Q: 3 clusters Score -6586133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44979 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -6586129.500000 Penalty: 5331.052246
	Iteration 71Q: 3 clusters Score -6586130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -6586126.500000 Penalty: 5331.052246
	Iteration 72Q: 3 clusters Score -6586126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -6586123.500000 Penalty: 5331.052246
	Iteration 73Q: 3 clusters Score -6586124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -6586123.500000 Penalty: 5331.052246
	Iteration 74F: 3 clusters Score -6586124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (169968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169968 members 
Entering Unmasked Estep 
Score: -23716138.000000 Penalty: 2986.754639
	Iteration 0F: 2 clusters Score -2.371614e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85195 members 
Mstep: Class 2 contains 84773 members 
Entering Unmasked Estep 
Score: -23608014.000000 Penalty: 5973.509277
	Iteration 0F: 3 clusters Score -2.360801e+07 nChanged 81687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90486 members 
Mstep: Class 2 contains 79482 members 
Entering Unmasked Estep 
Score: -23656296.000000 Penalty: 5973.509277
	Iteration 1F: 3 clusters Score -2.36563e+07 nChanged 6693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93781 members 
Mstep: Class 2 contains 76187 members 
Entering Unmasked Estep 
Score: -23658664.000000 Penalty: 5973.509277
	Iteration 2Q: 3 clusters Score -2.365866e+07 nChanged 8414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98721 members 
Mstep: Class 2 contains 71247 members 
Entering Unmasked Estep 
Score: -23662410.000000 Penalty: 5973.509277
	Iteration 3Q: 3 clusters Score -2.366241e+07 nChanged 10864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105875 members 
Mstep: Class 2 contains 64093 members 
Entering Unmasked Estep 
Score: -23668468.000000 Penalty: 5973.509277
	Iteration 4F: 3 clusters Score -2.366847e+07 nChanged 13042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115351 members 
Mstep: Class 2 contains 54617 members 
Entering Unmasked Estep 
Score: -23677860.000000 Penalty: 5973.509277
	Iteration 5F: 3 clusters Score -2.367786e+07 nChanged 13834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125943 members 
Mstep: Class 2 contains 44025 members 
Entering Unmasked Estep 
Score: -23689914.000000 Penalty: 5973.509277
	Iteration 6F: 3 clusters Score -2.368991e+07 nChanged 11696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134613 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -23702192.000000 Penalty: 5973.509277
	Iteration 7F: 3 clusters Score -2.370219e+07 nChanged 8028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139393 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -23710808.000000 Penalty: 5973.509277
	Iteration 8Q: 3 clusters Score -2.371081e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141293 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -23713180.000000 Penalty: 5973.509277
	Iteration 9Q: 3 clusters Score -2.371318e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142672 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -23713868.000000 Penalty: 5973.509277
	Iteration 10Q: 3 clusters Score -2.371387e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143860 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -23714304.000000 Penalty: 5973.509277
	Iteration 11Q: 3 clusters Score -2.37143e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144995 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -23714640.000000 Penalty: 5973.509277
	Iteration 12Q: 3 clusters Score -2.371464e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146072 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -23714862.000000 Penalty: 5973.509277
	Iteration 13Q: 3 clusters Score -2.371486e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147118 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -23715196.000000 Penalty: 5973.509277
	Iteration 14Q: 3 clusters Score -2.37152e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148133 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -23715328.000000 Penalty: 5973.509277
	Iteration 15Q: 3 clusters Score -2.371533e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149100 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -23715552.000000 Penalty: 5973.509277
	Iteration 16Q: 3 clusters Score -2.371555e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150071 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -23715820.000000 Penalty: 5973.509277
	Iteration 17Q: 3 clusters Score -2.371582e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150973 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -23716222.000000 Penalty: 5973.509277
	Iteration 18Q: 3 clusters Score -2.371622e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151870 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -23716508.000000 Penalty: 5973.509277
	Iteration 19Q: 3 clusters Score -2.371651e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152809 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -23716806.000000 Penalty: 5973.509277
	Iteration 20F: 3 clusters Score -2.371681e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153724 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -23716982.000000 Penalty: 5973.509277
	Iteration 21Q: 3 clusters Score -2.371698e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154566 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -23717166.000000 Penalty: 5973.509277
	Iteration 22Q: 3 clusters Score -2.371717e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155470 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -23717442.000000 Penalty: 5973.509277
	Iteration 23Q: 3 clusters Score -2.371744e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156417 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -23717616.000000 Penalty: 5973.509277
	Iteration 24Q: 3 clusters Score -2.371762e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157338 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -23717668.000000 Penalty: 5973.509277
	Iteration 25Q: 3 clusters Score -2.371767e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158214 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -23717682.000000 Penalty: 5973.509277
	Iteration 26Q: 3 clusters Score -2.371768e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159091 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -23717596.000000 Penalty: 5973.509277
	Iteration 27Q: 3 clusters Score -2.37176e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159924 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -23717536.000000 Penalty: 5973.509277
	Iteration 28Q: 3 clusters Score -2.371754e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160699 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -23717512.000000 Penalty: 5973.509277
	Iteration 29Q: 3 clusters Score -2.371751e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161420 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -23717482.000000 Penalty: 5973.509277
	Iteration 30Q: 3 clusters Score -2.371748e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162095 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -23717322.000000 Penalty: 5973.509277
	Iteration 31Q: 3 clusters Score -2.371732e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162731 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -23717152.000000 Penalty: 5973.509277
	Iteration 32Q: 3 clusters Score -2.371715e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163309 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -23716962.000000 Penalty: 5973.509277
	Iteration 33Q: 3 clusters Score -2.371696e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163832 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -23716858.000000 Penalty: 5973.509277
	Iteration 34Q: 3 clusters Score -2.371686e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164335 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -23716652.000000 Penalty: 5973.509277
	Iteration 35Q: 3 clusters Score -2.371665e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164780 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -23716512.000000 Penalty: 5973.509277
	Iteration 36Q: 3 clusters Score -2.371651e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165181 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -23716318.000000 Penalty: 5973.509277
	Iteration 37Q: 3 clusters Score -2.371632e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165533 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -23716248.000000 Penalty: 5973.509277
	Iteration 38Q: 3 clusters Score -2.371625e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165817 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -23716150.000000 Penalty: 5973.509277
	Iteration 39Q: 3 clusters Score -2.371615e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166044 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -23715972.000000 Penalty: 5973.509277
	Iteration 40F: 3 clusters Score -2.371597e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166255 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -23715950.000000 Penalty: 5973.509277
	Iteration 41Q: 3 clusters Score -2.371595e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166413 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -23715912.000000 Penalty: 5973.509277
	Iteration 42Q: 3 clusters Score -2.371591e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166569 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -23715924.000000 Penalty: 5973.509277
	Iteration 43Q: 3 clusters Score -2.371592e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166713 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -23715878.000000 Penalty: 5973.509277
	Iteration 44Q: 3 clusters Score -2.371588e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166848 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -23715858.000000 Penalty: 5973.509277
	Iteration 45Q: 3 clusters Score -2.371586e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166982 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -23715842.000000 Penalty: 5973.509277
	Iteration 46Q: 3 clusters Score -2.371584e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167103 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -23715738.000000 Penalty: 5973.509277
	Iteration 47Q: 3 clusters Score -2.371574e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167202 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -23715666.000000 Penalty: 5973.509277
	Iteration 48Q: 3 clusters Score -2.371567e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167279 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -23715648.000000 Penalty: 5973.509277
	Iteration 49Q: 3 clusters Score -2.371565e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167345 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -23715650.000000 Penalty: 5973.509277
	Iteration 50Q: 3 clusters Score -2.371565e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167398 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -23715624.000000 Penalty: 5973.509277
	Iteration 51Q: 3 clusters Score -2.371562e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167442 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -23715574.000000 Penalty: 5973.509277
	Iteration 52Q: 3 clusters Score -2.371557e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167492 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -23715582.000000 Penalty: 5973.509277
	Iteration 53Q: 3 clusters Score -2.371558e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167532 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -23715570.000000 Penalty: 5973.509277
	Iteration 54Q: 3 clusters Score -2.371557e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167564 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -23715540.000000 Penalty: 5973.509277
	Iteration 55Q: 3 clusters Score -2.371554e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167596 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -23715488.000000 Penalty: 5973.509277
	Iteration 56Q: 3 clusters Score -2.371549e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167620 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -23715488.000000 Penalty: 5973.509277
	Iteration 57Q: 3 clusters Score -2.371549e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167646 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -23715506.000000 Penalty: 5973.509277
	Iteration 58Q: 3 clusters Score -2.371551e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167670 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -23715486.000000 Penalty: 5973.509277
	Iteration 59Q: 3 clusters Score -2.371549e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167694 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -23715486.000000 Penalty: 5973.509277
	Iteration 60F: 3 clusters Score -2.371549e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167720 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -23715452.000000 Penalty: 5973.509277
	Iteration 61Q: 3 clusters Score -2.371545e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167743 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -23715420.000000 Penalty: 5973.509277
	Iteration 62Q: 3 clusters Score -2.371542e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167765 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -23715406.000000 Penalty: 5973.509277
	Iteration 63Q: 3 clusters Score -2.371541e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167777 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -23715410.000000 Penalty: 5973.509277
	Iteration 64Q: 3 clusters Score -2.371541e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167789 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -23715370.000000 Penalty: 5973.509277
	Iteration 65Q: 3 clusters Score -2.371537e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167797 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -23715346.000000 Penalty: 5973.509277
	Iteration 66Q: 3 clusters Score -2.371535e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167809 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -23715364.000000 Penalty: 5973.509277
	Iteration 67Q: 3 clusters Score -2.371536e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167822 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -23715370.000000 Penalty: 5973.509277
	Iteration 68Q: 3 clusters Score -2.371537e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167838 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -23715356.000000 Penalty: 5973.509277
	Iteration 69Q: 3 clusters Score -2.371536e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167855 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -23715358.000000 Penalty: 5973.509277
	Iteration 70Q: 3 clusters Score -2.371536e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167874 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -23715332.000000 Penalty: 5973.509277
	Iteration 71Q: 3 clusters Score -2.371533e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167885 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -23715324.000000 Penalty: 5973.509277
	Iteration 72Q: 3 clusters Score -2.371532e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167893 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -23715330.000000 Penalty: 5973.509277
	Iteration 73Q: 3 clusters Score -2.371533e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167904 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -23715334.000000 Penalty: 5973.509277
	Iteration 74Q: 3 clusters Score -2.371533e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167917 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -23715320.000000 Penalty: 5973.509277
	Iteration 75Q: 3 clusters Score -2.371532e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167928 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -23715328.000000 Penalty: 5973.509277
	Iteration 76Q: 3 clusters Score -2.371533e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167935 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -23715322.000000 Penalty: 5973.509277
	Iteration 77Q: 3 clusters Score -2.371532e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167945 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -23715326.000000 Penalty: 5973.509277
	Iteration 78Q: 3 clusters Score -2.371533e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167957 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -23715326.000000 Penalty: 5973.509277
	Iteration 79Q: 3 clusters Score -2.371533e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167969 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -23715292.000000 Penalty: 5973.509277
	Iteration 80F: 3 clusters Score -2.371529e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167974 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -23715312.000000 Penalty: 5973.509277
	Iteration 81Q: 3 clusters Score -2.371531e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167985 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -23715292.000000 Penalty: 5973.509277
	Iteration 82Q: 3 clusters Score -2.371529e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167992 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -23715274.000000 Penalty: 5973.509277
	Iteration 83Q: 3 clusters Score -2.371527e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167996 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -23715276.000000 Penalty: 5973.509277
	Iteration 84Q: 3 clusters Score -2.371528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167998 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -23715274.000000 Penalty: 5973.509277
	Iteration 85Q: 3 clusters Score -2.371527e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167998 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -23715274.000000 Penalty: 5973.509277
	Iteration 86F: 3 clusters Score -2.371527e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Entering Unmasked Estep 
Score: -4634477.500000 Penalty: 2578.174316
	Iteration 0F: 2 clusters Score -4634478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -4612181.000000 Penalty: 5156.348633
	Iteration 0F: 3 clusters Score -4612181 nChanged 14810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -4620140.000000 Penalty: 5156.348633
	Iteration 1F: 3 clusters Score -4620140 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -4620547.500000 Penalty: 5156.348633
	Iteration 2Q: 3 clusters Score -4620548 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -4620896.500000 Penalty: 5156.348633
	Iteration 3Q: 3 clusters Score -4620896 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -4621333.500000 Penalty: 5156.348633
	Iteration 4Q: 3 clusters Score -4621334 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -4621912.500000 Penalty: 5156.348633
	Iteration 5Q: 3 clusters Score -4621912 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -4622670.000000 Penalty: 5156.348633
	Iteration 6Q: 3 clusters Score -4622670 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -4623431.500000 Penalty: 5156.348633
	Iteration 7Q: 3 clusters Score -4623432 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -4624205.500000 Penalty: 5156.348633
	Iteration 8Q: 3 clusters Score -4624206 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -4624836.000000 Penalty: 5156.348633
	Iteration 9Q: 3 clusters Score -4624836 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -4625376.000000 Penalty: 5156.348633
	Iteration 10Q: 3 clusters Score -4625376 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -4625841.500000 Penalty: 5156.348633
	Iteration 11Q: 3 clusters Score -4625842 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -4626227.500000 Penalty: 5156.348633
	Iteration 12Q: 3 clusters Score -4626228 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -4626615.000000 Penalty: 5156.348633
	Iteration 13Q: 3 clusters Score -4626615 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -4626906.500000 Penalty: 5156.348633
	Iteration 14Q: 3 clusters Score -4626906 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -4627170.000000 Penalty: 5156.348633
	Iteration 15Q: 3 clusters Score -4627170 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -4627381.000000 Penalty: 5156.348633
	Iteration 16Q: 3 clusters Score -4627381 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -4627603.000000 Penalty: 5156.348633
	Iteration 17Q: 3 clusters Score -4627603 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -4627795.500000 Penalty: 5156.348633
	Iteration 18Q: 3 clusters Score -4627796 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -4627979.500000 Penalty: 5156.348633
	Iteration 19Q: 3 clusters Score -4627980 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -4628107.500000 Penalty: 5156.348633
	Iteration 20F: 3 clusters Score -4628108 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -4628281.500000 Penalty: 5156.348633
	Iteration 21Q: 3 clusters Score -4628282 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -4628428.000000 Penalty: 5156.348633
	Iteration 22Q: 3 clusters Score -4628428 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -4628602.000000 Penalty: 5156.348633
	Iteration 23Q: 3 clusters Score -4628602 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -4628787.000000 Penalty: 5156.348633
	Iteration 24Q: 3 clusters Score -4628787 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -4628962.500000 Penalty: 5156.348633
	Iteration 25Q: 3 clusters Score -4628962 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -4629191.500000 Penalty: 5156.348633
	Iteration 26Q: 3 clusters Score -4629192 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -4629398.000000 Penalty: 5156.348633
	Iteration 27Q: 3 clusters Score -4629398 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -4629619.000000 Penalty: 5156.348633
	Iteration 28Q: 3 clusters Score -4629619 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -4629835.500000 Penalty: 5156.348633
	Iteration 29Q: 3 clusters Score -4629836 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -4630104.000000 Penalty: 5156.348633
	Iteration 30Q: 3 clusters Score -4630104 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -4630360.500000 Penalty: 5156.348633
	Iteration 31Q: 3 clusters Score -4630360 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -4630591.000000 Penalty: 5156.348633
	Iteration 32Q: 3 clusters Score -4630591 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -4630813.000000 Penalty: 5156.348633
	Iteration 33Q: 3 clusters Score -4630813 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -4631038.000000 Penalty: 5156.348633
	Iteration 34Q: 3 clusters Score -4631038 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -4631259.000000 Penalty: 5156.348633
	Iteration 35Q: 3 clusters Score -4631259 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
Score: -4631441.000000 Penalty: 5156.348633
	Iteration 36Q: 3 clusters Score -4631441 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -4631572.500000 Penalty: 5156.348633
	Iteration 37Q: 3 clusters Score -4631572 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 31078 members 
Entering Unmasked Estep 
Score: -4631701.000000 Penalty: 5156.348633
	Iteration 38Q: 3 clusters Score -4631701 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -4631827.500000 Penalty: 5156.348633
	Iteration 39Q: 3 clusters Score -4631828 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -4631933.000000 Penalty: 5156.348633
	Iteration 40F: 3 clusters Score -4631933 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -4631997.000000 Penalty: 5156.348633
	Iteration 41Q: 3 clusters Score -4631997 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -4632067.000000 Penalty: 5156.348633
	Iteration 42Q: 3 clusters Score -4632067 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 31736 members 
Entering Unmasked Estep 
Score: -4632110.500000 Penalty: 5156.348633
	Iteration 43Q: 3 clusters Score -4632110 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -4632141.000000 Penalty: 5156.348633
	Iteration 44Q: 3 clusters Score -4632141 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -4632181.000000 Penalty: 5156.348633
	Iteration 45Q: 3 clusters Score -4632181 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -4632206.000000 Penalty: 5156.348633
	Iteration 46Q: 3 clusters Score -4632206 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 31923 members 
Entering Unmasked Estep 
Score: -4632233.500000 Penalty: 5156.348633
	Iteration 47Q: 3 clusters Score -4632234 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -4632254.500000 Penalty: 5156.348633
	Iteration 48Q: 3 clusters Score -4632254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -4632264.000000 Penalty: 5156.348633
	Iteration 49Q: 3 clusters Score -4632264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -4632283.000000 Penalty: 5156.348633
	Iteration 50Q: 3 clusters Score -4632283 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -4632296.500000 Penalty: 5156.348633
	Iteration 51Q: 3 clusters Score -4632296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -4632299.500000 Penalty: 5156.348633
	Iteration 52Q: 3 clusters Score -4632300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -4632301.000000 Penalty: 5156.348633
	Iteration 53Q: 3 clusters Score -4632301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 32035 members 
Entering Unmasked Estep 
Score: -4632310.500000 Penalty: 5156.348633
	Iteration 54Q: 3 clusters Score -4632310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -4632316.000000 Penalty: 5156.348633
	Iteration 55Q: 3 clusters Score -4632316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -4632318.000000 Penalty: 5156.348633
	Iteration 56Q: 3 clusters Score -4632318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -4632318.500000 Penalty: 5156.348633
	Iteration 57Q: 3 clusters Score -4632318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -4632317.000000 Penalty: 5156.348633
	Iteration 58Q: 3 clusters Score -4632317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -4632317.000000 Penalty: 5156.348633
	Iteration 59Q: 3 clusters Score -4632317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -4632317.000000 Penalty: 5156.348633
	Iteration 60F: 3 clusters Score -4632317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -58276.320312 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -58276.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -56801.203125 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -56801.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -57047.035156 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -57047.04 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -57256.656250 Penalty: 3092.267822
	Iteration 2F: 3 clusters Score -57256.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -57377.699219 Penalty: 3092.267822
	Iteration 3Q: 3 clusters Score -57377.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -57508.257812 Penalty: 3092.267822
	Iteration 4Q: 3 clusters Score -57508.26 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -57654.718750 Penalty: 3092.267822
	Iteration 5Q: 3 clusters Score -57654.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -57714.285156 Penalty: 3092.267822
	Iteration 6Q: 3 clusters Score -57714.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -57790.015625 Penalty: 3092.267822
	Iteration 7Q: 3 clusters Score -57790.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -57831.273438 Penalty: 3092.267822
	Iteration 8Q: 3 clusters Score -57831.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -57867.957031 Penalty: 3092.267822
	Iteration 9Q: 3 clusters Score -57867.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -57873.718750 Penalty: 3092.267822
	Iteration 10Q: 3 clusters Score -57873.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -57875.058594 Penalty: 3092.267822
	Iteration 11Q: 3 clusters Score -57875.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -57877.878906 Penalty: 3092.267822
	Iteration 12Q: 3 clusters Score -57877.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -57877.878906 Penalty: 3092.267822
	Iteration 13F: 3 clusters Score -57877.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (68174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68174 members 
Entering Unmasked Estep 
Score: -9595054.000000 Penalty: 2760.195068
	Iteration 0F: 2 clusters Score -9595054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34240 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -9549455.000000 Penalty: 5520.390137
	Iteration 0F: 3 clusters Score -9549455 nChanged 31774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -9567193.000000 Penalty: 5520.390137
	Iteration 1F: 3 clusters Score -9567193 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -9567987.000000 Penalty: 5520.390137
	Iteration 2Q: 3 clusters Score -9567987 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -9569164.000000 Penalty: 5520.390137
	Iteration 3Q: 3 clusters Score -9569164 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40719 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -9570856.000000 Penalty: 5520.390137
	Iteration 4F: 3 clusters Score -9570856 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44051 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -9573555.000000 Penalty: 5520.390137
	Iteration 5F: 3 clusters Score -9573555 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48529 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -9577426.000000 Penalty: 5520.390137
	Iteration 6F: 3 clusters Score -9577426 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53412 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -9581720.000000 Penalty: 5520.390137
	Iteration 7F: 3 clusters Score -9581720 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58005 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -9585916.000000 Penalty: 5520.390137
	Iteration 8F: 3 clusters Score -9585916 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61691 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -9589195.000000 Penalty: 5520.390137
	Iteration 9F: 3 clusters Score -9589195 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64057 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -9591231.000000 Penalty: 5520.390137
	Iteration 10Q: 3 clusters Score -9591231 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65430 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -9592267.000000 Penalty: 5520.390137
	Iteration 11Q: 3 clusters Score -9592267 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66182 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -9592865.000000 Penalty: 5520.390137
	Iteration 12Q: 3 clusters Score -9592865 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66568 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -9593111.000000 Penalty: 5520.390137
	Iteration 13Q: 3 clusters Score -9593111 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66775 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -9593210.000000 Penalty: 5520.390137
	Iteration 14Q: 3 clusters Score -9593210 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66896 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -9593232.000000 Penalty: 5520.390137
	Iteration 15Q: 3 clusters Score -9593232 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66970 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -9593275.000000 Penalty: 5520.390137
	Iteration 16Q: 3 clusters Score -9593275 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67014 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -9593299.000000 Penalty: 5520.390137
	Iteration 17Q: 3 clusters Score -9593299 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67054 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -9593313.000000 Penalty: 5520.390137
	Iteration 18Q: 3 clusters Score -9593313 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67080 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -9593333.000000 Penalty: 5520.390137
	Iteration 19Q: 3 clusters Score -9593333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67094 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -9593334.000000 Penalty: 5520.390137
	Iteration 20F: 3 clusters Score -9593334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67099 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -9593356.000000 Penalty: 5520.390137
	Iteration 21Q: 3 clusters Score -9593356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67107 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -9593359.000000 Penalty: 5520.390137
	Iteration 22Q: 3 clusters Score -9593359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67112 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -9593365.000000 Penalty: 5520.390137
	Iteration 23Q: 3 clusters Score -9593365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67112 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -9593359.000000 Penalty: 5520.390137
	Iteration 24Q: 3 clusters Score -9593359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67113 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -9593360.000000 Penalty: 5520.390137
	Iteration 25Q: 3 clusters Score -9593360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67115 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -9593359.000000 Penalty: 5520.390137
	Iteration 26Q: 3 clusters Score -9593359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67116 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -9593359.000000 Penalty: 5520.390137
	Iteration 27Q: 3 clusters Score -9593359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67117 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -9593362.000000 Penalty: 5520.390137
	Iteration 28Q: 3 clusters Score -9593362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67118 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -9593359.000000 Penalty: 5520.390137
	Iteration 29Q: 3 clusters Score -9593359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67119 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -9593365.000000 Penalty: 5520.390137
	Iteration 30Q: 3 clusters Score -9593365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67120 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -9593361.000000 Penalty: 5520.390137
	Iteration 31Q: 3 clusters Score -9593361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67121 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -9593363.000000 Penalty: 5520.390137
	Iteration 32Q: 3 clusters Score -9593363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67123 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -9593366.000000 Penalty: 5520.390137
	Iteration 33Q: 3 clusters Score -9593366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67122 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -9593359.000000 Penalty: 5520.390137
	Iteration 34Q: 3 clusters Score -9593359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67122 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -9593359.000000 Penalty: 5520.390137
	Iteration 35F: 3 clusters Score -9593359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Entering Unmasked Estep 
Score: -1078590.125000 Penalty: 2228.048584
	Iteration 0F: 2 clusters Score -1078590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1072217.125000 Penalty: 4456.097168
	Iteration 0F: 3 clusters Score -1072217 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1073921.625000 Penalty: 4456.097168
	Iteration 1F: 3 clusters Score -1073922 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1074161.000000 Penalty: 4456.097168
	Iteration 2F: 3 clusters Score -1074161 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1074317.750000 Penalty: 4456.097168
	Iteration 3Q: 3 clusters Score -1074318 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1074451.125000 Penalty: 4456.097168
	Iteration 4Q: 3 clusters Score -1074451 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1074557.625000 Penalty: 4456.097168
	Iteration 5Q: 3 clusters Score -1074558 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1074677.750000 Penalty: 4456.097168
	Iteration 6Q: 3 clusters Score -1074678 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1074820.125000 Penalty: 4456.097168
	Iteration 7Q: 3 clusters Score -1074820 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1074967.000000 Penalty: 4456.097168
	Iteration 8Q: 3 clusters Score -1074967 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1075099.375000 Penalty: 4456.097168
	Iteration 9Q: 3 clusters Score -1075099 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1075213.125000 Penalty: 4456.097168
	Iteration 10Q: 3 clusters Score -1075213 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1075307.000000 Penalty: 4456.097168
	Iteration 11Q: 3 clusters Score -1075307 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1075391.000000 Penalty: 4456.097168
	Iteration 12Q: 3 clusters Score -1075391 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1075463.750000 Penalty: 4456.097168
	Iteration 13Q: 3 clusters Score -1075464 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1075531.000000 Penalty: 4456.097168
	Iteration 14Q: 3 clusters Score -1075531 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1075591.500000 Penalty: 4456.097168
	Iteration 15Q: 3 clusters Score -1075592 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1075652.250000 Penalty: 4456.097168
	Iteration 16Q: 3 clusters Score -1075652 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1075708.625000 Penalty: 4456.097168
	Iteration 17Q: 3 clusters Score -1075709 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1075764.875000 Penalty: 4456.097168
	Iteration 18Q: 3 clusters Score -1075765 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1075822.000000 Penalty: 4456.097168
	Iteration 19Q: 3 clusters Score -1075822 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1075870.875000 Penalty: 4456.097168
	Iteration 20F: 3 clusters Score -1075871 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1075922.750000 Penalty: 4456.097168
	Iteration 21Q: 3 clusters Score -1075923 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1075969.250000 Penalty: 4456.097168
	Iteration 22Q: 3 clusters Score -1075969 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1076015.375000 Penalty: 4456.097168
	Iteration 23Q: 3 clusters Score -1076015 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1076058.000000 Penalty: 4456.097168
	Iteration 24Q: 3 clusters Score -1076058 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1076098.875000 Penalty: 4456.097168
	Iteration 25Q: 3 clusters Score -1076099 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1076136.250000 Penalty: 4456.097168
	Iteration 26Q: 3 clusters Score -1076136 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1076174.625000 Penalty: 4456.097168
	Iteration 27Q: 3 clusters Score -1076175 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1076206.375000 Penalty: 4456.097168
	Iteration 28Q: 3 clusters Score -1076206 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1076233.750000 Penalty: 4456.097168
	Iteration 29Q: 3 clusters Score -1076234 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1076261.375000 Penalty: 4456.097168
	Iteration 30Q: 3 clusters Score -1076261 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1076292.625000 Penalty: 4456.097168
	Iteration 31Q: 3 clusters Score -1076293 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1076319.125000 Penalty: 4456.097168
	Iteration 32Q: 3 clusters Score -1076319 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1076339.625000 Penalty: 4456.097168
	Iteration 33Q: 3 clusters Score -1076340 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1076372.625000 Penalty: 4456.097168
	Iteration 34Q: 3 clusters Score -1076373 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1076398.000000 Penalty: 4456.097168
	Iteration 35Q: 3 clusters Score -1076398 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1076420.250000 Penalty: 4456.097168
	Iteration 36Q: 3 clusters Score -1076420 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1076432.875000 Penalty: 4456.097168
	Iteration 37Q: 3 clusters Score -1076433 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1076441.625000 Penalty: 4456.097168
	Iteration 38Q: 3 clusters Score -1076442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1076451.375000 Penalty: 4456.097168
	Iteration 39Q: 3 clusters Score -1076451 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1076463.000000 Penalty: 4456.097168
	Iteration 40F: 3 clusters Score -1076463 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1076471.000000 Penalty: 4456.097168
	Iteration 41Q: 3 clusters Score -1076471 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1076480.125000 Penalty: 4456.097168
	Iteration 42Q: 3 clusters Score -1076480 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1076488.250000 Penalty: 4456.097168
	Iteration 43Q: 3 clusters Score -1076488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1076495.000000 Penalty: 4456.097168
	Iteration 44Q: 3 clusters Score -1076495 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1076502.125000 Penalty: 4456.097168
	Iteration 45Q: 3 clusters Score -1076502 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1076513.125000 Penalty: 4456.097168
	Iteration 46Q: 3 clusters Score -1076513 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1076519.375000 Penalty: 4456.097168
	Iteration 47Q: 3 clusters Score -1076519 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1076528.125000 Penalty: 4456.097168
	Iteration 48Q: 3 clusters Score -1076528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1076537.125000 Penalty: 4456.097168
	Iteration 49Q: 3 clusters Score -1076537 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1076541.125000 Penalty: 4456.097168
	Iteration 50Q: 3 clusters Score -1076541 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1076548.250000 Penalty: 4456.097168
	Iteration 51Q: 3 clusters Score -1076548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1076551.750000 Penalty: 4456.097168
	Iteration 52Q: 3 clusters Score -1076552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1076552.875000 Penalty: 4456.097168
	Iteration 53Q: 3 clusters Score -1076553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1076556.000000 Penalty: 4456.097168
	Iteration 54Q: 3 clusters Score -1076556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1076560.000000 Penalty: 4456.097168
	Iteration 55Q: 3 clusters Score -1076560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1076564.375000 Penalty: 4456.097168
	Iteration 56Q: 3 clusters Score -1076564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1076566.000000 Penalty: 4456.097168
	Iteration 57Q: 3 clusters Score -1076566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1076565.125000 Penalty: 4456.097168
	Iteration 58Q: 3 clusters Score -1076565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1076566.500000 Penalty: 4456.097168
	Iteration 59Q: 3 clusters Score -1076566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1076565.375000 Penalty: 4456.097168
	Iteration 60F: 3 clusters Score -1076565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1076565.750000 Penalty: 4456.097168
	Iteration 61Q: 3 clusters Score -1076566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1076566.750000 Penalty: 4456.097168
	Iteration 62Q: 3 clusters Score -1076567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1076569.500000 Penalty: 4456.097168
	Iteration 63Q: 3 clusters Score -1076570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1076571.375000 Penalty: 4456.097168
	Iteration 64Q: 3 clusters Score -1076571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1076575.875000 Penalty: 4456.097168
	Iteration 65Q: 3 clusters Score -1076576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1076576.875000 Penalty: 4456.097168
	Iteration 66Q: 3 clusters Score -1076577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1076578.000000 Penalty: 4456.097168
	Iteration 67Q: 3 clusters Score -1076578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1076583.250000 Penalty: 4456.097168
	Iteration 68Q: 3 clusters Score -1076583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1076586.125000 Penalty: 4456.097168
	Iteration 69Q: 3 clusters Score -1076586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1076588.000000 Penalty: 4456.097168
	Iteration 70Q: 3 clusters Score -1076588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1076590.625000 Penalty: 4456.097168
	Iteration 71Q: 3 clusters Score -1076591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1076594.875000 Penalty: 4456.097168
	Iteration 72Q: 3 clusters Score -1076595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1076597.125000 Penalty: 4456.097168
	Iteration 73Q: 3 clusters Score -1076597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1076600.125000 Penalty: 4456.097168
	Iteration 74Q: 3 clusters Score -1076600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1076599.000000 Penalty: 4456.097168
	Iteration 75Q: 3 clusters Score -1076599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1076600.250000 Penalty: 4456.097168
	Iteration 76Q: 3 clusters Score -1076600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1076599.625000 Penalty: 4456.097168
	Iteration 77Q: 3 clusters Score -1076600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1076600.500000 Penalty: 4456.097168
	Iteration 78Q: 3 clusters Score -1076600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1076600.500000 Penalty: 4456.097168
	Iteration 79Q: 3 clusters Score -1076600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1076599.250000 Penalty: 4456.097168
	Iteration 80F: 3 clusters Score -1076599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1076601.750000 Penalty: 4456.097168
	Iteration 81Q: 3 clusters Score -1076602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1076603.250000 Penalty: 4456.097168
	Iteration 82Q: 3 clusters Score -1076603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1076603.250000 Penalty: 4456.097168
	Iteration 83F: 3 clusters Score -1076603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Entering Unmasked Estep 
Score: -426258.093750 Penalty: 1999.326904
	Iteration 0F: 2 clusters Score -426258.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -422868.062500 Penalty: 3998.653809
	Iteration 0F: 3 clusters Score -422868.1 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -423628.656250 Penalty: 3998.653809
	Iteration 1F: 3 clusters Score -423628.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -423898.406250 Penalty: 3998.653809
	Iteration 2F: 3 clusters Score -423898.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -424098.281250 Penalty: 3998.653809
	Iteration 3F: 3 clusters Score -424098.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -424270.500000 Penalty: 3998.653809
	Iteration 4F: 3 clusters Score -424270.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -424431.468750 Penalty: 3998.653809
	Iteration 5F: 3 clusters Score -424431.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -424546.968750 Penalty: 3998.653809
	Iteration 6Q: 3 clusters Score -424547 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -424627.437500 Penalty: 3998.653809
	Iteration 7Q: 3 clusters Score -424627.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -424675.687500 Penalty: 3998.653809
	Iteration 8Q: 3 clusters Score -424675.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -424715.375000 Penalty: 3998.653809
	Iteration 9Q: 3 clusters Score -424715.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -424752.000000 Penalty: 3998.653809
	Iteration 10Q: 3 clusters Score -424752 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -424775.968750 Penalty: 3998.653809
	Iteration 11Q: 3 clusters Score -424776 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -424796.500000 Penalty: 3998.653809
	Iteration 12Q: 3 clusters Score -424796.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -424811.468750 Penalty: 3998.653809
	Iteration 13Q: 3 clusters Score -424811.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -424823.593750 Penalty: 3998.653809
	Iteration 14Q: 3 clusters Score -424823.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -424836.187500 Penalty: 3998.653809
	Iteration 15Q: 3 clusters Score -424836.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -424846.562500 Penalty: 3998.653809
	Iteration 16Q: 3 clusters Score -424846.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -424855.562500 Penalty: 3998.653809
	Iteration 17Q: 3 clusters Score -424855.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -424861.781250 Penalty: 3998.653809
	Iteration 18Q: 3 clusters Score -424861.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -424865.500000 Penalty: 3998.653809
	Iteration 19Q: 3 clusters Score -424865.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -424871.312500 Penalty: 3998.653809
	Iteration 20F: 3 clusters Score -424871.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -424873.468750 Penalty: 3998.653809
	Iteration 21Q: 3 clusters Score -424873.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -424874.218750 Penalty: 3998.653809
	Iteration 22Q: 3 clusters Score -424874.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -424875.500000 Penalty: 3998.653809
	Iteration 23Q: 3 clusters Score -424875.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -424876.343750 Penalty: 3998.653809
	Iteration 24Q: 3 clusters Score -424876.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -424875.968750 Penalty: 3998.653809
	Iteration 25Q: 3 clusters Score -424876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -424875.968750 Penalty: 3998.653809
	Iteration 26F: 3 clusters Score -424876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Entering Unmasked Estep 
Score: -549223.187500 Penalty: 2055.867920
	Iteration 0F: 2 clusters Score -549223.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -545315.687500 Penalty: 4111.735840
	Iteration 0F: 3 clusters Score -545315.7 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -546244.812500 Penalty: 4111.735840
	Iteration 1F: 3 clusters Score -546244.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -546451.687500 Penalty: 4111.735840
	Iteration 2F: 3 clusters Score -546451.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -546554.250000 Penalty: 4111.735840
	Iteration 3Q: 3 clusters Score -546554.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -546628.875000 Penalty: 4111.735840
	Iteration 4Q: 3 clusters Score -546628.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -546666.625000 Penalty: 4111.735840
	Iteration 5Q: 3 clusters Score -546666.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -546701.812500 Penalty: 4111.735840
	Iteration 6Q: 3 clusters Score -546701.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -546739.250000 Penalty: 4111.735840
	Iteration 7Q: 3 clusters Score -546739.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -546775.687500 Penalty: 4111.735840
	Iteration 8Q: 3 clusters Score -546775.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -546806.187500 Penalty: 4111.735840
	Iteration 9Q: 3 clusters Score -546806.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -546836.062500 Penalty: 4111.735840
	Iteration 10Q: 3 clusters Score -546836.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -546874.062500 Penalty: 4111.735840
	Iteration 11Q: 3 clusters Score -546874.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -546914.062500 Penalty: 4111.735840
	Iteration 12Q: 3 clusters Score -546914.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -546947.562500 Penalty: 4111.735840
	Iteration 13Q: 3 clusters Score -546947.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -546970.125000 Penalty: 4111.735840
	Iteration 14Q: 3 clusters Score -546970.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -546994.750000 Penalty: 4111.735840
	Iteration 15Q: 3 clusters Score -546994.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -547019.312500 Penalty: 4111.735840
	Iteration 16Q: 3 clusters Score -547019.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -547039.250000 Penalty: 4111.735840
	Iteration 17Q: 3 clusters Score -547039.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -547057.000000 Penalty: 4111.735840
	Iteration 18Q: 3 clusters Score -547057 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -547075.875000 Penalty: 4111.735840
	Iteration 19Q: 3 clusters Score -547075.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -547093.187500 Penalty: 4111.735840
	Iteration 20F: 3 clusters Score -547093.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -547112.000000 Penalty: 4111.735840
	Iteration 21Q: 3 clusters Score -547112 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -547127.250000 Penalty: 4111.735840
	Iteration 22Q: 3 clusters Score -547127.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -547138.437500 Penalty: 4111.735840
	Iteration 23Q: 3 clusters Score -547138.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -547148.562500 Penalty: 4111.735840
	Iteration 24Q: 3 clusters Score -547148.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -547158.000000 Penalty: 4111.735840
	Iteration 25Q: 3 clusters Score -547158 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -547166.937500 Penalty: 4111.735840
	Iteration 26Q: 3 clusters Score -547166.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -547181.250000 Penalty: 4111.735840
	Iteration 27Q: 3 clusters Score -547181.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -547200.875000 Penalty: 4111.735840
	Iteration 28Q: 3 clusters Score -547200.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -547215.125000 Penalty: 4111.735840
	Iteration 29Q: 3 clusters Score -547215.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -547226.812500 Penalty: 4111.735840
	Iteration 30Q: 3 clusters Score -547226.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -547245.687500 Penalty: 4111.735840
	Iteration 31Q: 3 clusters Score -547245.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -547266.875000 Penalty: 4111.735840
	Iteration 32Q: 3 clusters Score -547266.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -547283.312500 Penalty: 4111.735840
	Iteration 33Q: 3 clusters Score -547283.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -547296.937500 Penalty: 4111.735840
	Iteration 34Q: 3 clusters Score -547296.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -547307.875000 Penalty: 4111.735840
	Iteration 35Q: 3 clusters Score -547307.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -547318.250000 Penalty: 4111.735840
	Iteration 36Q: 3 clusters Score -547318.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -547330.687500 Penalty: 4111.735840
	Iteration 37Q: 3 clusters Score -547330.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -547340.312500 Penalty: 4111.735840
	Iteration 38Q: 3 clusters Score -547340.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -547352.437500 Penalty: 4111.735840
	Iteration 39Q: 3 clusters Score -547352.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -547368.625000 Penalty: 4111.735840
	Iteration 40F: 3 clusters Score -547368.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -547384.125000 Penalty: 4111.735840
	Iteration 41Q: 3 clusters Score -547384.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -547396.625000 Penalty: 4111.735840
	Iteration 42Q: 3 clusters Score -547396.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -547406.937500 Penalty: 4111.735840
	Iteration 43Q: 3 clusters Score -547406.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -547416.687500 Penalty: 4111.735840
	Iteration 44Q: 3 clusters Score -547416.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -547425.625000 Penalty: 4111.735840
	Iteration 45Q: 3 clusters Score -547425.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -547430.312500 Penalty: 4111.735840
	Iteration 46Q: 3 clusters Score -547430.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -547435.625000 Penalty: 4111.735840
	Iteration 47Q: 3 clusters Score -547435.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -547439.062500 Penalty: 4111.735840
	Iteration 48Q: 3 clusters Score -547439.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -547442.312500 Penalty: 4111.735840
	Iteration 49Q: 3 clusters Score -547442.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -547447.687500 Penalty: 4111.735840
	Iteration 50Q: 3 clusters Score -547447.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -547453.625000 Penalty: 4111.735840
	Iteration 51Q: 3 clusters Score -547453.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -547459.812500 Penalty: 4111.735840
	Iteration 52Q: 3 clusters Score -547459.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -547463.750000 Penalty: 4111.735840
	Iteration 53Q: 3 clusters Score -547463.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -547465.500000 Penalty: 4111.735840
	Iteration 54Q: 3 clusters Score -547465.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -547467.187500 Penalty: 4111.735840
	Iteration 55Q: 3 clusters Score -547467.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -547467.500000 Penalty: 4111.735840
	Iteration 56Q: 3 clusters Score -547467.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -547467.500000 Penalty: 4111.735840
	Iteration 57F: 3 clusters Score -547467.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (160781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160781 members 
Entering Unmasked Estep 
Score: -22456936.000000 Penalty: 2972.974121
	Iteration 0F: 2 clusters Score -2.245694e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80173 members 
Mstep: Class 2 contains 80608 members 
Entering Unmasked Estep 
Score: -22352074.000000 Penalty: 5945.948242
	Iteration 0F: 3 clusters Score -2.235207e+07 nChanged 76936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75833 members 
Mstep: Class 2 contains 84948 members 
Entering Unmasked Estep 
Score: -22397106.000000 Penalty: 5945.948242
	Iteration 1F: 3 clusters Score -2.239711e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72950 members 
Mstep: Class 2 contains 87831 members 
Entering Unmasked Estep 
Score: -22398572.000000 Penalty: 5945.948242
	Iteration 2Q: 3 clusters Score -2.239857e+07 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68548 members 
Mstep: Class 2 contains 92233 members 
Entering Unmasked Estep 
Score: -22400786.000000 Penalty: 5945.948242
	Iteration 3Q: 3 clusters Score -2.240079e+07 nChanged 8082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62132 members 
Mstep: Class 2 contains 98649 members 
Entering Unmasked Estep 
Score: -22404866.000000 Penalty: 5945.948242
	Iteration 4F: 3 clusters Score -2.240487e+07 nChanged 10235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53127 members 
Mstep: Class 2 contains 107654 members 
Entering Unmasked Estep 
Score: -22410932.000000 Penalty: 5945.948242
	Iteration 5F: 3 clusters Score -2.241093e+07 nChanged 11993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Mstep: Class 2 contains 118737 members 
Entering Unmasked Estep 
Score: -22419744.000000 Penalty: 5945.948242
	Iteration 6F: 3 clusters Score -2.241974e+07 nChanged 12294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 130499 members 
Entering Unmasked Estep 
Score: -22429736.000000 Penalty: 5945.948242
	Iteration 7F: 3 clusters Score -2.242974e+07 nChanged 10561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 140714 members 
Entering Unmasked Estep 
Score: -22439258.000000 Penalty: 5945.948242
	Iteration 8F: 3 clusters Score -2.243926e+07 nChanged 7549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 148075 members 
Entering Unmasked Estep 
Score: -22446300.000000 Penalty: 5945.948242
	Iteration 9Q: 3 clusters Score -2.24463e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 152655 members 
Entering Unmasked Estep 
Score: -22450376.000000 Penalty: 5945.948242
	Iteration 10Q: 3 clusters Score -2.245038e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 155407 members 
Entering Unmasked Estep 
Score: -22452650.000000 Penalty: 5945.948242
	Iteration 11Q: 3 clusters Score -2.245265e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 157049 members 
Entering Unmasked Estep 
Score: -22453694.000000 Penalty: 5945.948242
	Iteration 12Q: 3 clusters Score -2.245369e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 158069 members 
Entering Unmasked Estep 
Score: -22454226.000000 Penalty: 5945.948242
	Iteration 13Q: 3 clusters Score -2.245423e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 158702 members 
Entering Unmasked Estep 
Score: -22454528.000000 Penalty: 5945.948242
	Iteration 14Q: 3 clusters Score -2.245453e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 159091 members 
Entering Unmasked Estep 
Score: -22454628.000000 Penalty: 5945.948242
	Iteration 15Q: 3 clusters Score -2.245463e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 159347 members 
Entering Unmasked Estep 
Score: -22454768.000000 Penalty: 5945.948242
	Iteration 16Q: 3 clusters Score -2.245477e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 159529 members 
Entering Unmasked Estep 
Score: -22454830.000000 Penalty: 5945.948242
	Iteration 17Q: 3 clusters Score -2.245483e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 159653 members 
Entering Unmasked Estep 
Score: -22454912.000000 Penalty: 5945.948242
	Iteration 18Q: 3 clusters Score -2.245491e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 159745 members 
Entering Unmasked Estep 
Score: -22454880.000000 Penalty: 5945.948242
	Iteration 19Q: 3 clusters Score -2.245488e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 159806 members 
Entering Unmasked Estep 
Score: -22454852.000000 Penalty: 5945.948242
	Iteration 20F: 3 clusters Score -2.245485e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 159844 members 
Entering Unmasked Estep 
Score: -22454850.000000 Penalty: 5945.948242
	Iteration 21Q: 3 clusters Score -2.245485e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 159870 members 
Entering Unmasked Estep 
Score: -22454876.000000 Penalty: 5945.948242
	Iteration 22Q: 3 clusters Score -2.245488e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 159893 members 
Entering Unmasked Estep 
Score: -22454876.000000 Penalty: 5945.948242
	Iteration 23Q: 3 clusters Score -2.245488e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 159914 members 
Entering Unmasked Estep 
Score: -22454884.000000 Penalty: 5945.948242
	Iteration 24Q: 3 clusters Score -2.245488e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 159939 members 
Entering Unmasked Estep 
Score: -22454896.000000 Penalty: 5945.948242
	Iteration 25Q: 3 clusters Score -2.24549e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 159967 members 
Entering Unmasked Estep 
Score: -22454936.000000 Penalty: 5945.948242
	Iteration 26Q: 3 clusters Score -2.245494e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 159992 members 
Entering Unmasked Estep 
Score: -22454960.000000 Penalty: 5945.948242
	Iteration 27Q: 3 clusters Score -2.245496e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 160002 members 
Entering Unmasked Estep 
Score: -22454960.000000 Penalty: 5945.948242
	Iteration 28Q: 3 clusters Score -2.245496e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 160009 members 
Entering Unmasked Estep 
Score: -22454944.000000 Penalty: 5945.948242
	Iteration 29Q: 3 clusters Score -2.245494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 160013 members 
Entering Unmasked Estep 
Score: -22454936.000000 Penalty: 5945.948242
	Iteration 30Q: 3 clusters Score -2.245494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 160015 members 
Entering Unmasked Estep 
Score: -22454940.000000 Penalty: 5945.948242
	Iteration 31Q: 3 clusters Score -2.245494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 160018 members 
Entering Unmasked Estep 
Score: -22454938.000000 Penalty: 5945.948242
	Iteration 32Q: 3 clusters Score -2.245494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 160020 members 
Entering Unmasked Estep 
Score: -22454936.000000 Penalty: 5945.948242
	Iteration 33Q: 3 clusters Score -2.245494e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 160020 members 
Entering Unmasked Estep 
Score: -22454956.000000 Penalty: 5945.948242
	Iteration 34Q: 3 clusters Score -2.245496e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 160024 members 
Entering Unmasked Estep 
Score: -22454944.000000 Penalty: 5945.948242
	Iteration 35Q: 3 clusters Score -2.245494e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 160030 members 
Entering Unmasked Estep 
Score: -22454950.000000 Penalty: 5945.948242
	Iteration 36Q: 3 clusters Score -2.245495e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 160036 members 
Entering Unmasked Estep 
Score: -22454946.000000 Penalty: 5945.948242
	Iteration 37Q: 3 clusters Score -2.245495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 160037 members 
Entering Unmasked Estep 
Score: -22454946.000000 Penalty: 5945.948242
	Iteration 38Q: 3 clusters Score -2.245495e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 160037 members 
Entering Unmasked Estep 
Score: -22454946.000000 Penalty: 5945.948242
	Iteration 39F: 3 clusters Score -2.245495e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -76071.484375 Penalty: 1586.851562
	Iteration 0F: 2 clusters Score -76071.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -74437.843750 Penalty: 3173.703125
	Iteration 0F: 3 clusters Score -74437.84 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -74727.828125 Penalty: 3173.703125
	Iteration 1F: 3 clusters Score -74727.83 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -74865.976562 Penalty: 3173.703125
	Iteration 2F: 3 clusters Score -74865.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -74919.851562 Penalty: 3173.703125
	Iteration 3Q: 3 clusters Score -74919.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -74960.625000 Penalty: 3173.703125
	Iteration 4Q: 3 clusters Score -74960.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -74993.890625 Penalty: 3173.703125
	Iteration 5Q: 3 clusters Score -74993.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -75011.070312 Penalty: 3173.703125
	Iteration 6Q: 3 clusters Score -75011.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -75027.304688 Penalty: 3173.703125
	Iteration 7Q: 3 clusters Score -75027.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -75032.398438 Penalty: 3173.703125
	Iteration 8Q: 3 clusters Score -75032.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -75032.398438 Penalty: 3173.703125
	Iteration 9F: 3 clusters Score -75032.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Entering Unmasked Estep 
Score: -281378.843750 Penalty: 1884.651611
	Iteration 0F: 2 clusters Score -281378.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -278732.750000 Penalty: 3769.303223
	Iteration 0F: 3 clusters Score -278732.8 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -279225.281250 Penalty: 3769.303223
	Iteration 1F: 3 clusters Score -279225.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -279335.250000 Penalty: 3769.303223
	Iteration 2F: 3 clusters Score -279335.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -279391.218750 Penalty: 3769.303223
	Iteration 3Q: 3 clusters Score -279391.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -279432.843750 Penalty: 3769.303223
	Iteration 4Q: 3 clusters Score -279432.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -279484.406250 Penalty: 3769.303223
	Iteration 5Q: 3 clusters Score -279484.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -279527.656250 Penalty: 3769.303223
	Iteration 6Q: 3 clusters Score -279527.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -279561.687500 Penalty: 3769.303223
	Iteration 7Q: 3 clusters Score -279561.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -279581.843750 Penalty: 3769.303223
	Iteration 8Q: 3 clusters Score -279581.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -279606.468750 Penalty: 3769.303223
	Iteration 9Q: 3 clusters Score -279606.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -279641.531250 Penalty: 3769.303223
	Iteration 10Q: 3 clusters Score -279641.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -279667.031250 Penalty: 3769.303223
	Iteration 11Q: 3 clusters Score -279667 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -279687.406250 Penalty: 3769.303223
	Iteration 12Q: 3 clusters Score -279687.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -279708.156250 Penalty: 3769.303223
	Iteration 13Q: 3 clusters Score -279708.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -279730.125000 Penalty: 3769.303223
	Iteration 14Q: 3 clusters Score -279730.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -279748.250000 Penalty: 3769.303223
	Iteration 15Q: 3 clusters Score -279748.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -279762.625000 Penalty: 3769.303223
	Iteration 16Q: 3 clusters Score -279762.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -279770.937500 Penalty: 3769.303223
	Iteration 17Q: 3 clusters Score -279770.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -279778.781250 Penalty: 3769.303223
	Iteration 18Q: 3 clusters Score -279778.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -279785.125000 Penalty: 3769.303223
	Iteration 19Q: 3 clusters Score -279785.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -279793.843750 Penalty: 3769.303223
	Iteration 20F: 3 clusters Score -279793.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -279808.125000 Penalty: 3769.303223
	Iteration 21Q: 3 clusters Score -279808.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -279817.250000 Penalty: 3769.303223
	Iteration 22Q: 3 clusters Score -279817.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -279827.375000 Penalty: 3769.303223
	Iteration 23Q: 3 clusters Score -279827.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -279837.687500 Penalty: 3769.303223
	Iteration 24Q: 3 clusters Score -279837.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -279843.562500 Penalty: 3769.303223
	Iteration 25Q: 3 clusters Score -279843.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -279851.875000 Penalty: 3769.303223
	Iteration 26Q: 3 clusters Score -279851.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -279860.562500 Penalty: 3769.303223
	Iteration 27Q: 3 clusters Score -279860.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -279871.406250 Penalty: 3769.303223
	Iteration 28Q: 3 clusters Score -279871.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -279876.312500 Penalty: 3769.303223
	Iteration 29Q: 3 clusters Score -279876.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -279879.718750 Penalty: 3769.303223
	Iteration 30Q: 3 clusters Score -279879.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -279883.750000 Penalty: 3769.303223
	Iteration 31Q: 3 clusters Score -279883.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -279884.406250 Penalty: 3769.303223
	Iteration 32Q: 3 clusters Score -279884.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -279886.031250 Penalty: 3769.303223
	Iteration 33Q: 3 clusters Score -279886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -279888.218750 Penalty: 3769.303223
	Iteration 34Q: 3 clusters Score -279888.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -279890.687500 Penalty: 3769.303223
	Iteration 35Q: 3 clusters Score -279890.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -279892.937500 Penalty: 3769.303223
	Iteration 36Q: 3 clusters Score -279892.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -279895.343750 Penalty: 3769.303223
	Iteration 37Q: 3 clusters Score -279895.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -279896.062500 Penalty: 3769.303223
	Iteration 38Q: 3 clusters Score -279896.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -279896.062500 Penalty: 3769.303223
	Iteration 39F: 3 clusters Score -279896.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -97046.203125 Penalty: 1674.852661
	Iteration 0F: 2 clusters Score -97046.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -95320.843750 Penalty: 3349.705322
	Iteration 0F: 3 clusters Score -95320.84 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -95762.562500 Penalty: 3349.705322
	Iteration 1F: 3 clusters Score -95762.56 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -95999.031250 Penalty: 3349.705322
	Iteration 2F: 3 clusters Score -95999.03 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -96329.632812 Penalty: 3349.705322
	Iteration 3F: 3 clusters Score -96329.63 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -96708.070312 Penalty: 3349.705322
	Iteration 4F: 3 clusters Score -96708.07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -97142.210938 Penalty: 3349.705322
	Iteration 5F: 3 clusters Score -97142.21 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -97419.976562 Penalty: 3349.705322
	Iteration 6F: 3 clusters Score -97419.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -97648.289062 Penalty: 3349.705322
	Iteration 7Q: 3 clusters Score -97648.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -97700.453125 Penalty: 3349.705322
	Iteration 8Q: 3 clusters Score -97700.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -97732.546875 Penalty: 3349.705322
	Iteration 9Q: 3 clusters Score -97732.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -97757.476562 Penalty: 3349.705322
	Iteration 10Q: 3 clusters Score -97757.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -97782.351562 Penalty: 3349.705322
	Iteration 11Q: 3 clusters Score -97782.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -97810.390625 Penalty: 3349.705322
	Iteration 12Q: 3 clusters Score -97810.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -97823.953125 Penalty: 3349.705322
	Iteration 13Q: 3 clusters Score -97823.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -97829.765625 Penalty: 3349.705322
	Iteration 14Q: 3 clusters Score -97829.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -97833.250000 Penalty: 3349.705322
	Iteration 15Q: 3 clusters Score -97833.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -97836.046875 Penalty: 3349.705322
	Iteration 16Q: 3 clusters Score -97836.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -97838.851562 Penalty: 3349.705322
	Iteration 17Q: 3 clusters Score -97838.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -97848.367188 Penalty: 3349.705322
	Iteration 18Q: 3 clusters Score -97848.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -97858.531250 Penalty: 3349.705322
	Iteration 19Q: 3 clusters Score -97858.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -97859.578125 Penalty: 3349.705322
	Iteration 20F: 3 clusters Score -97859.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -97861.304688 Penalty: 3349.705322
	Iteration 21Q: 3 clusters Score -97861.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -97861.304688 Penalty: 3349.705322
	Iteration 22F: 3 clusters Score -97861.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103520 members 
Mstep: Class 2 contains 35068 members 
Mstep: Class 3 contains 32724 members 
Mstep: Class 4 contains 116249 members 
Mstep: Class 5 contains 46541 members 
Mstep: Class 6 contains 169968 members 
Mstep: Class 7 contains 32724 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68174 members 
Mstep: Class 10 contains 7975 members 
Mstep: Class 11 contains 3171 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160781 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 394 members 
Mstep: Class 17 contains 24271 members 
Mstep: Class 18 contains 20874 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102344 members 
Mstep: Class 22 contains 8687 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14993 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Mstep: Class 29 contains 463 members 
Entering Unmasked Estep 
Score: -132687096.000000 Penalty: 99075.648438
Splitting cluster 16 changes total score from -132688112.000000 to -132687096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (24271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Entering Unmasked Estep 
Score: -3448506.000000 Penalty: 2504.065186
	Iteration 0F: 2 clusters Score -3448506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -3431592.500000 Penalty: 5008.130371
	Iteration 0F: 3 clusters Score -3431592 nChanged 10865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -3437537.000000 Penalty: 5008.130371
	Iteration 1F: 3 clusters Score -3437537 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -3437930.750000 Penalty: 5008.130371
	Iteration 2Q: 3 clusters Score -3437931 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -3438223.000000 Penalty: 5008.130371
	Iteration 3Q: 3 clusters Score -3438223 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -3438479.000000 Penalty: 5008.130371
	Iteration 4Q: 3 clusters Score -3438479 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -3438723.500000 Penalty: 5008.130371
	Iteration 5Q: 3 clusters Score -3438724 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -3438994.250000 Penalty: 5008.130371
	Iteration 6Q: 3 clusters Score -3438994 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -3439313.500000 Penalty: 5008.130371
	Iteration 7Q: 3 clusters Score -3439314 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -3439763.750000 Penalty: 5008.130371
	Iteration 8Q: 3 clusters Score -3439764 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -3440401.250000 Penalty: 5008.130371
	Iteration 9Q: 3 clusters Score -3440401 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -3441281.250000 Penalty: 5008.130371
	Iteration 10F: 3 clusters Score -3441281 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -3442328.250000 Penalty: 5008.130371
	Iteration 11F: 3 clusters Score -3442328 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -3443453.500000 Penalty: 5008.130371
	Iteration 12F: 3 clusters Score -3443454 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -3444481.750000 Penalty: 5008.130371
	Iteration 13Q: 3 clusters Score -3444482 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -3445219.750000 Penalty: 5008.130371
	Iteration 14Q: 3 clusters Score -3445220 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -3445696.500000 Penalty: 5008.130371
	Iteration 15Q: 3 clusters Score -3445696 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -3445933.750000 Penalty: 5008.130371
	Iteration 16Q: 3 clusters Score -3445934 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -3446093.000000 Penalty: 5008.130371
	Iteration 17Q: 3 clusters Score -3446093 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -3446183.000000 Penalty: 5008.130371
	Iteration 18Q: 3 clusters Score -3446183 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -3446237.500000 Penalty: 5008.130371
	Iteration 19Q: 3 clusters Score -3446238 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -3446270.250000 Penalty: 5008.130371
	Iteration 20F: 3 clusters Score -3446270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -3446289.500000 Penalty: 5008.130371
	Iteration 21Q: 3 clusters Score -3446290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -3446311.250000 Penalty: 5008.130371
	Iteration 22Q: 3 clusters Score -3446311 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -3446331.250000 Penalty: 5008.130371
	Iteration 23Q: 3 clusters Score -3446331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -3446349.750000 Penalty: 5008.130371
	Iteration 24Q: 3 clusters Score -3446350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -3446359.750000 Penalty: 5008.130371
	Iteration 25Q: 3 clusters Score -3446360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -3446364.250000 Penalty: 5008.130371
	Iteration 26Q: 3 clusters Score -3446364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -3446365.250000 Penalty: 5008.130371
	Iteration 27Q: 3 clusters Score -3446365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -3446365.250000 Penalty: 5008.130371
	Iteration 28F: 3 clusters Score -3446365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Entering Unmasked Estep 
Score: -2944921.250000 Penalty: 2466.672363
	Iteration 0F: 2 clusters Score -2944921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2930234.500000 Penalty: 4933.344727
	Iteration 0F: 3 clusters Score -2930234 nChanged 9246
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2935199.500000 Penalty: 4933.344727
	Iteration 1F: 3 clusters Score -2935200 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -2935539.250000 Penalty: 4933.344727
	Iteration 2Q: 3 clusters Score -2935539 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -2935811.250000 Penalty: 4933.344727
	Iteration 3Q: 3 clusters Score -2935811 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -2936013 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -2936172.250000 Penalty: 4933.344727
	Iteration 5Q: 3 clusters Score -2936172 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2936291.250000 Penalty: 4933.344727
	Iteration 6Q: 3 clusters Score -2936291 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -2936381.500000 Penalty: 4933.344727
	Iteration 7Q: 3 clusters Score -2936382 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -2936467 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -2936550.500000 Penalty: 4933.344727
	Iteration 9Q: 3 clusters Score -2936550 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -2936619.750000 Penalty: 4933.344727
	Iteration 10Q: 3 clusters Score -2936620 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -2936688.500000 Penalty: 4933.344727
	Iteration 11Q: 3 clusters Score -2936688 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -2936752.250000 Penalty: 4933.344727
	Iteration 12Q: 3 clusters Score -2936752 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -2936817.000000 Penalty: 4933.344727
	Iteration 13Q: 3 clusters Score -2936817 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -2936872.000000 Penalty: 4933.344727
	Iteration 14Q: 3 clusters Score -2936872 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2936943.250000 Penalty: 4933.344727
	Iteration 15Q: 3 clusters Score -2936943 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -2937002.500000 Penalty: 4933.344727
	Iteration 16Q: 3 clusters Score -2937002 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2937067.750000 Penalty: 4933.344727
	Iteration 17Q: 3 clusters Score -2937068 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -2937123.250000 Penalty: 4933.344727
	Iteration 18Q: 3 clusters Score -2937123 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2937215.250000 Penalty: 4933.344727
	Iteration 19Q: 3 clusters Score -2937215 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -2937299.500000 Penalty: 4933.344727
	Iteration 20F: 3 clusters Score -2937300 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2937391.250000 Penalty: 4933.344727
	Iteration 21Q: 3 clusters Score -2937391 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2937506.500000 Penalty: 4933.344727
	Iteration 22Q: 3 clusters Score -2937506 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2937635.750000 Penalty: 4933.344727
	Iteration 23Q: 3 clusters Score -2937636 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2937825.000000 Penalty: 4933.344727
	Iteration 24Q: 3 clusters Score -2937825 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -2938050.250000 Penalty: 4933.344727
	Iteration 25Q: 3 clusters Score -2938050 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -2938327.750000 Penalty: 4933.344727
	Iteration 26Q: 3 clusters Score -2938328 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -2938642.500000 Penalty: 4933.344727
	Iteration 27Q: 3 clusters Score -2938642 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -2939022.000000 Penalty: 4933.344727
	Iteration 28Q: 3 clusters Score -2939022 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2939318 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -2939549.500000 Penalty: 4933.344727
	Iteration 30Q: 3 clusters Score -2939550 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2939698 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -2939824.000000 Penalty: 4933.344727
	Iteration 32Q: 3 clusters Score -2939824 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2939907.750000 Penalty: 4933.344727
	Iteration 33Q: 3 clusters Score -2939908 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -2939991.250000 Penalty: 4933.344727
	Iteration 34Q: 3 clusters Score -2939991 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2940075 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -2940145.750000 Penalty: 4933.344727
	Iteration 36Q: 3 clusters Score -2940146 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2940227 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2940319 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2940399 nChanged 267
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2940504 nChanged 287
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2940636 nChanged 309
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2940787 nChanged 300
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2940920 nChanged 301
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2941054 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2941184 nChanged 263
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2941318 nChanged 263
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2941450 nChanged 263
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Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -2941571.250000 Penalty: 4933.344727
	Iteration 48Q: 3 clusters Score -2941571 nChanged 221
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -2941661.500000 Penalty: 4933.344727
	Iteration 49Q: 3 clusters Score -2941662 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2941738 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2941788 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2941842.500000 Penalty: 4933.344727
	Iteration 52Q: 3 clusters Score -2941842 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2941911.250000 Penalty: 4933.344727
	Iteration 53Q: 3 clusters Score -2941911 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2941984 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2942033.250000 Penalty: 4933.344727
	Iteration 55Q: 3 clusters Score -2942033 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2942089 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2942130 nChanged 100
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Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2942167 nChanged 101
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2942198.500000 Penalty: 4933.344727
	Iteration 59Q: 3 clusters Score -2942198 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2942238.500000 Penalty: 4933.344727
	Iteration 60F: 3 clusters Score -2942238 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2942265.000000 Penalty: 4933.344727
	Iteration 61Q: 3 clusters Score -2942265 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2942295.500000 Penalty: 4933.344727
	Iteration 62Q: 3 clusters Score -2942296 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2942330.000000 Penalty: 4933.344727
	Iteration 63Q: 3 clusters Score -2942330 nChanged 64
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2942362.250000 Penalty: 4933.344727
	Iteration 64Q: 3 clusters Score -2942362 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2942382.500000 Penalty: 4933.344727
	Iteration 65Q: 3 clusters Score -2942382 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2942415.750000 Penalty: 4933.344727
	Iteration 66Q: 3 clusters Score -2942416 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2942448.750000 Penalty: 4933.344727
	Iteration 67Q: 3 clusters Score -2942449 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2942472.750000 Penalty: 4933.344727
	Iteration 68Q: 3 clusters Score -2942473 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2942500.000000 Penalty: 4933.344727
	Iteration 69Q: 3 clusters Score -2942500 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2942519.250000 Penalty: 4933.344727
	Iteration 70Q: 3 clusters Score -2942519 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2942532.250000 Penalty: 4933.344727
	Iteration 71Q: 3 clusters Score -2942532 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2942550 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2942567.750000 Penalty: 4933.344727
	Iteration 73Q: 3 clusters Score -2942568 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2942579.000000 Penalty: 4933.344727
	Iteration 74Q: 3 clusters Score -2942579 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2942584 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2942593.000000 Penalty: 4933.344727
	Iteration 76Q: 3 clusters Score -2942593 nChanged 23
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Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2942615.750000 Penalty: 4933.344727
	Iteration 77Q: 3 clusters Score -2942616 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2942634 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2942646 nChanged 27
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Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2942672.000000 Penalty: 4933.344727
	Iteration 80F: 3 clusters Score -2942672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2942690.750000 Penalty: 4933.344727
	Iteration 81Q: 3 clusters Score -2942691 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2942700.000000 Penalty: 4933.344727
	Iteration 82Q: 3 clusters Score -2942700 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2942713.500000 Penalty: 4933.344727
	Iteration 83Q: 3 clusters Score -2942714 nChanged 20
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Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2942727.000000 Penalty: 4933.344727
	Iteration 84Q: 3 clusters Score -2942727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2942737.000000 Penalty: 4933.344727
	Iteration 85Q: 3 clusters Score -2942737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2942742.000000 Penalty: 4933.344727
	Iteration 86Q: 3 clusters Score -2942742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2942746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2942744.250000 Penalty: 4933.344727
	Iteration 88Q: 3 clusters Score -2942744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2942745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2942747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2942746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2942745 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
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	Iteration 93F: 3 clusters Score -2942745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -88619.976562 Penalty: 1605.907349
	Iteration 0F: 2 clusters Score -88619.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -86951.578125 Penalty: 3211.814697
	Iteration 0F: 3 clusters Score -86951.58 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -87166.664062 Penalty: 3211.814697
	Iteration 1F: 3 clusters Score -87166.66 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -87234.632812 Penalty: 3211.814697
	Iteration 2F: 3 clusters Score -87234.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -87268.546875 Penalty: 3211.814697
	Iteration 3Q: 3 clusters Score -87268.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -87283.703125 Penalty: 3211.814697
	Iteration 4Q: 3 clusters Score -87283.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -87290.835938 Penalty: 3211.814697
	Iteration 5Q: 3 clusters Score -87290.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -87292.101562 Penalty: 3211.814697
	Iteration 6Q: 3 clusters Score -87292.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -87294.414062 Penalty: 3211.814697
	Iteration 7Q: 3 clusters Score -87294.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -87295.718750 Penalty: 3211.814697
	Iteration 8Q: 3 clusters Score -87295.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -87297.578125 Penalty: 3211.814697
	Iteration 9Q: 3 clusters Score -87297.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -87297.578125 Penalty: 3211.814697
	Iteration 10F: 3 clusters Score -87297.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Entering Unmasked Estep 
Score: -347483.937500 Penalty: 1942.044067
	Iteration 0F: 2 clusters Score -347483.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -344498.968750 Penalty: 3884.088135
	Iteration 0F: 3 clusters Score -344499 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -345100.500000 Penalty: 3884.088135
	Iteration 1F: 3 clusters Score -345100.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -345246.531250 Penalty: 3884.088135
	Iteration 2F: 3 clusters Score -345246.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -345344.656250 Penalty: 3884.088135
	Iteration 3Q: 3 clusters Score -345344.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -345405.062500 Penalty: 3884.088135
	Iteration 4Q: 3 clusters Score -345405.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -345446.625000 Penalty: 3884.088135
	Iteration 5Q: 3 clusters Score -345446.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -345490.437500 Penalty: 3884.088135
	Iteration 6Q: 3 clusters Score -345490.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -345525.625000 Penalty: 3884.088135
	Iteration 7Q: 3 clusters Score -345525.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -345554.625000 Penalty: 3884.088135
	Iteration 8Q: 3 clusters Score -345554.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -345580.437500 Penalty: 3884.088135
	Iteration 9Q: 3 clusters Score -345580.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -345603.187500 Penalty: 3884.088135
	Iteration 10Q: 3 clusters Score -345603.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -345623.250000 Penalty: 3884.088135
	Iteration 11Q: 3 clusters Score -345623.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -345636.406250 Penalty: 3884.088135
	Iteration 12Q: 3 clusters Score -345636.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -345643.343750 Penalty: 3884.088135
	Iteration 13Q: 3 clusters Score -345643.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -345650.093750 Penalty: 3884.088135
	Iteration 14Q: 3 clusters Score -345650.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -345656.593750 Penalty: 3884.088135
	Iteration 15Q: 3 clusters Score -345656.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -345662.031250 Penalty: 3884.088135
	Iteration 16Q: 3 clusters Score -345662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -345669.125000 Penalty: 3884.088135
	Iteration 17Q: 3 clusters Score -345669.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -345675.468750 Penalty: 3884.088135
	Iteration 18Q: 3 clusters Score -345675.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -345681.906250 Penalty: 3884.088135
	Iteration 19Q: 3 clusters Score -345681.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -345686.156250 Penalty: 3884.088135
	Iteration 20F: 3 clusters Score -345686.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -345692.125000 Penalty: 3884.088135
	Iteration 21Q: 3 clusters Score -345692.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -345695.781250 Penalty: 3884.088135
	Iteration 22Q: 3 clusters Score -345695.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -345698.062500 Penalty: 3884.088135
	Iteration 23Q: 3 clusters Score -345698.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -345699.343750 Penalty: 3884.088135
	Iteration 24Q: 3 clusters Score -345699.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -345701.406250 Penalty: 3884.088135
	Iteration 25Q: 3 clusters Score -345701.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -345702.093750 Penalty: 3884.088135
	Iteration 26Q: 3 clusters Score -345702.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -345703.968750 Penalty: 3884.088135
	Iteration 27Q: 3 clusters Score -345704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -345705.500000 Penalty: 3884.088135
	Iteration 28Q: 3 clusters Score -345705.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -345707.031250 Penalty: 3884.088135
	Iteration 29Q: 3 clusters Score -345707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -345709.500000 Penalty: 3884.088135
	Iteration 30Q: 3 clusters Score -345709.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -345713.812500 Penalty: 3884.088135
	Iteration 31Q: 3 clusters Score -345713.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -345716.031250 Penalty: 3884.088135
	Iteration 32Q: 3 clusters Score -345716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -345717.968750 Penalty: 3884.088135
	Iteration 33Q: 3 clusters Score -345718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -345720.468750 Penalty: 3884.088135
	Iteration 34Q: 3 clusters Score -345720.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -345722.750000 Penalty: 3884.088135
	Iteration 35Q: 3 clusters Score -345722.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -345724.125000 Penalty: 3884.088135
	Iteration 36Q: 3 clusters Score -345724.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -345726.687500 Penalty: 3884.088135
	Iteration 37Q: 3 clusters Score -345726.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -345730.093750 Penalty: 3884.088135
	Iteration 38Q: 3 clusters Score -345730.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -345733.125000 Penalty: 3884.088135
	Iteration 39Q: 3 clusters Score -345733.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -345738.125000 Penalty: 3884.088135
	Iteration 40F: 3 clusters Score -345738.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -345742.125000 Penalty: 3884.088135
	Iteration 41Q: 3 clusters Score -345742.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -345747.562500 Penalty: 3884.088135
	Iteration 42Q: 3 clusters Score -345747.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -345753.218750 Penalty: 3884.088135
	Iteration 43Q: 3 clusters Score -345753.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -345760.343750 Penalty: 3884.088135
	Iteration 44Q: 3 clusters Score -345760.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -345766.031250 Penalty: 3884.088135
	Iteration 45Q: 3 clusters Score -345766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -345771.687500 Penalty: 3884.088135
	Iteration 46Q: 3 clusters Score -345771.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -345778.656250 Penalty: 3884.088135
	Iteration 47Q: 3 clusters Score -345778.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -345784.250000 Penalty: 3884.088135
	Iteration 48Q: 3 clusters Score -345784.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -345786.625000 Penalty: 3884.088135
	Iteration 49Q: 3 clusters Score -345786.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -345791.000000 Penalty: 3884.088135
	Iteration 50Q: 3 clusters Score -345791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -345799.000000 Penalty: 3884.088135
	Iteration 51Q: 3 clusters Score -345799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -345809.500000 Penalty: 3884.088135
	Iteration 52Q: 3 clusters Score -345809.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -345818.000000 Penalty: 3884.088135
	Iteration 53Q: 3 clusters Score -345818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -345829.093750 Penalty: 3884.088135
	Iteration 54Q: 3 clusters Score -345829.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -345835.406250 Penalty: 3884.088135
	Iteration 55Q: 3 clusters Score -345835.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -345843.437500 Penalty: 3884.088135
	Iteration 56Q: 3 clusters Score -345843.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -345852.531250 Penalty: 3884.088135
	Iteration 57Q: 3 clusters Score -345852.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -345855.875000 Penalty: 3884.088135
	Iteration 58Q: 3 clusters Score -345855.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -345862.687500 Penalty: 3884.088135
	Iteration 59Q: 3 clusters Score -345862.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -345868.343750 Penalty: 3884.088135
	Iteration 60F: 3 clusters Score -345868.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -345875.781250 Penalty: 3884.088135
	Iteration 61Q: 3 clusters Score -345875.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -345886.937500 Penalty: 3884.088135
	Iteration 62Q: 3 clusters Score -345886.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -345900.156250 Penalty: 3884.088135
	Iteration 63Q: 3 clusters Score -345900.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -345926.125000 Penalty: 3884.088135
	Iteration 64Q: 3 clusters Score -345926.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -345962.906250 Penalty: 3884.088135
	Iteration 65Q: 3 clusters Score -345962.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -346003.093750 Penalty: 3884.088135
	Iteration 66Q: 3 clusters Score -346003.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -346074.968750 Penalty: 3884.088135
	Iteration 67Q: 3 clusters Score -346075 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -346166.718750 Penalty: 3884.088135
	Iteration 68Q: 3 clusters Score -346166.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -346243.218750 Penalty: 3884.088135
	Iteration 69Q: 3 clusters Score -346243.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -346303.312500 Penalty: 3884.088135
	Iteration 70Q: 3 clusters Score -346303.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -346363.187500 Penalty: 3884.088135
	Iteration 71Q: 3 clusters Score -346363.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -346416.531250 Penalty: 3884.088135
	Iteration 72Q: 3 clusters Score -346416.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -346450.468750 Penalty: 3884.088135
	Iteration 73Q: 3 clusters Score -346450.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -346461.531250 Penalty: 3884.088135
	Iteration 74Q: 3 clusters Score -346461.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -346469.062500 Penalty: 3884.088135
	Iteration 75Q: 3 clusters Score -346469.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -346473.062500 Penalty: 3884.088135
	Iteration 76Q: 3 clusters Score -346473.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -346476.593750 Penalty: 3884.088135
	Iteration 77Q: 3 clusters Score -346476.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -346479.156250 Penalty: 3884.088135
	Iteration 78Q: 3 clusters Score -346479.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -346480.406250 Penalty: 3884.088135
	Iteration 79Q: 3 clusters Score -346480.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -346481.406250 Penalty: 3884.088135
	Iteration 80F: 3 clusters Score -346481.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -346481.812500 Penalty: 3884.088135
	Iteration 81Q: 3 clusters Score -346481.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -346481.906250 Penalty: 3884.088135
	Iteration 82Q: 3 clusters Score -346481.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -346483.500000 Penalty: 3884.088135
	Iteration 83Q: 3 clusters Score -346483.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -346483.000000 Penalty: 3884.088135
	Iteration 84Q: 3 clusters Score -346483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -346483.000000 Penalty: 3884.088135
	Iteration 85F: 3 clusters Score -346483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (102344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102344 members 
Entering Unmasked Estep 
Score: -14490616.000000 Penalty: 2860.951416
	Iteration 0F: 2 clusters Score -1.449062e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50869 members 
Mstep: Class 2 contains 51475 members 
Entering Unmasked Estep 
Score: -14423182.000000 Penalty: 5721.902832
	Iteration 0F: 3 clusters Score -1.442318e+07 nChanged 48287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 55398 members 
Entering Unmasked Estep 
Score: -14451062.000000 Penalty: 5721.902832
	Iteration 1F: 3 clusters Score -1.445106e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 57885 members 
Entering Unmasked Estep 
Score: -14452378.000000 Penalty: 5721.902832
	Iteration 2Q: 3 clusters Score -1.445238e+07 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40731 members 
Mstep: Class 2 contains 61613 members 
Entering Unmasked Estep 
Score: -14454733.000000 Penalty: 5721.902832
	Iteration 3Q: 3 clusters Score -1.445473e+07 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 67057 members 
Entering Unmasked Estep 
Score: -14458890.000000 Penalty: 5721.902832
	Iteration 4F: 3 clusters Score -1.445889e+07 nChanged 8386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 74407 members 
Entering Unmasked Estep 
Score: -14465354.000000 Penalty: 5721.902832
	Iteration 5F: 3 clusters Score -1.446535e+07 nChanged 8829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 82640 members 
Entering Unmasked Estep 
Score: -14473473.000000 Penalty: 5721.902832
	Iteration 6F: 3 clusters Score -1.447347e+07 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 89546 members 
Entering Unmasked Estep 
Score: -14480901.000000 Penalty: 5721.902832
	Iteration 7F: 3 clusters Score -1.44809e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 93401 members 
Entering Unmasked Estep 
Score: -14485312.000000 Penalty: 5721.902832
	Iteration 8Q: 3 clusters Score -1.448531e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 94975 members 
Entering Unmasked Estep 
Score: -14487102.000000 Penalty: 5721.902832
	Iteration 9Q: 3 clusters Score -1.44871e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 95858 members 
Entering Unmasked Estep 
Score: -14487721.000000 Penalty: 5721.902832
	Iteration 10Q: 3 clusters Score -1.448772e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 96537 members 
Entering Unmasked Estep 
Score: -14488082.000000 Penalty: 5721.902832
	Iteration 11Q: 3 clusters Score -1.448808e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 97099 members 
Entering Unmasked Estep 
Score: -14488319.000000 Penalty: 5721.902832
	Iteration 12Q: 3 clusters Score -1.448832e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 97539 members 
Entering Unmasked Estep 
Score: -14488607.000000 Penalty: 5721.902832
	Iteration 13Q: 3 clusters Score -1.448861e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 97923 members 
Entering Unmasked Estep 
Score: -14488694.000000 Penalty: 5721.902832
	Iteration 14Q: 3 clusters Score -1.448869e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 98243 members 
Entering Unmasked Estep 
Score: -14488784.000000 Penalty: 5721.902832
	Iteration 15Q: 3 clusters Score -1.448878e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 98512 members 
Entering Unmasked Estep 
Score: -14488884.000000 Penalty: 5721.902832
	Iteration 16Q: 3 clusters Score -1.448888e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 98721 members 
Entering Unmasked Estep 
Score: -14488923.000000 Penalty: 5721.902832
	Iteration 17Q: 3 clusters Score -1.448892e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 98885 members 
Entering Unmasked Estep 
Score: -14488909.000000 Penalty: 5721.902832
	Iteration 18Q: 3 clusters Score -1.448891e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 99028 members 
Entering Unmasked Estep 
Score: -14488983.000000 Penalty: 5721.902832
	Iteration 19Q: 3 clusters Score -1.448898e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 99150 members 
Entering Unmasked Estep 
Score: -14489017.000000 Penalty: 5721.902832
	Iteration 20F: 3 clusters Score -1.448902e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 99243 members 
Entering Unmasked Estep 
Score: -14489054.000000 Penalty: 5721.902832
	Iteration 21Q: 3 clusters Score -1.448905e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 99346 members 
Entering Unmasked Estep 
Score: -14489069.000000 Penalty: 5721.902832
	Iteration 22Q: 3 clusters Score -1.448907e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 99432 members 
Entering Unmasked Estep 
Score: -14489081.000000 Penalty: 5721.902832
	Iteration 23Q: 3 clusters Score -1.448908e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 99504 members 
Entering Unmasked Estep 
Score: -14489085.000000 Penalty: 5721.902832
	Iteration 24Q: 3 clusters Score -1.448908e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 99574 members 
Entering Unmasked Estep 
Score: -14489093.000000 Penalty: 5721.902832
	Iteration 25Q: 3 clusters Score -1.448909e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 99636 members 
Entering Unmasked Estep 
Score: -14489096.000000 Penalty: 5721.902832
	Iteration 26Q: 3 clusters Score -1.44891e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 99689 members 
Entering Unmasked Estep 
Score: -14489122.000000 Penalty: 5721.902832
	Iteration 27Q: 3 clusters Score -1.448912e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 99741 members 
Entering Unmasked Estep 
Score: -14489146.000000 Penalty: 5721.902832
	Iteration 28Q: 3 clusters Score -1.448915e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 99801 members 
Entering Unmasked Estep 
Score: -14489180.000000 Penalty: 5721.902832
	Iteration 29Q: 3 clusters Score -1.448918e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 99855 members 
Entering Unmasked Estep 
Score: -14489171.000000 Penalty: 5721.902832
	Iteration 30Q: 3 clusters Score -1.448917e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 99889 members 
Entering Unmasked Estep 
Score: -14489164.000000 Penalty: 5721.902832
	Iteration 31Q: 3 clusters Score -1.448916e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 99903 members 
Entering Unmasked Estep 
Score: -14489159.000000 Penalty: 5721.902832
	Iteration 32Q: 3 clusters Score -1.448916e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 99920 members 
Entering Unmasked Estep 
Score: -14489162.000000 Penalty: 5721.902832
	Iteration 33Q: 3 clusters Score -1.448916e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 99937 members 
Entering Unmasked Estep 
Score: -14489163.000000 Penalty: 5721.902832
	Iteration 34Q: 3 clusters Score -1.448916e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 99950 members 
Entering Unmasked Estep 
Score: -14489171.000000 Penalty: 5721.902832
	Iteration 35Q: 3 clusters Score -1.448917e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 99960 members 
Entering Unmasked Estep 
Score: -14489172.000000 Penalty: 5721.902832
	Iteration 36Q: 3 clusters Score -1.448917e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 99976 members 
Entering Unmasked Estep 
Score: -14489181.000000 Penalty: 5721.902832
	Iteration 37Q: 3 clusters Score -1.448918e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 99987 members 
Entering Unmasked Estep 
Score: -14489208.000000 Penalty: 5721.902832
	Iteration 38Q: 3 clusters Score -1.448921e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 99998 members 
Entering Unmasked Estep 
Score: -14489202.000000 Penalty: 5721.902832
	Iteration 39Q: 3 clusters Score -1.44892e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 100004 members 
Entering Unmasked Estep 
Score: -14489199.000000 Penalty: 5721.902832
	Iteration 40F: 3 clusters Score -1.44892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 100011 members 
Entering Unmasked Estep 
Score: -14489204.000000 Penalty: 5721.902832
	Iteration 41Q: 3 clusters Score -1.44892e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 100019 members 
Entering Unmasked Estep 
Score: -14489192.000000 Penalty: 5721.902832
	Iteration 42Q: 3 clusters Score -1.448919e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 100032 members 
Entering Unmasked Estep 
Score: -14489197.000000 Penalty: 5721.902832
	Iteration 43Q: 3 clusters Score -1.44892e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 100048 members 
Entering Unmasked Estep 
Score: -14489214.000000 Penalty: 5721.902832
	Iteration 44Q: 3 clusters Score -1.448921e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 100059 members 
Entering Unmasked Estep 
Score: -14489192.000000 Penalty: 5721.902832
	Iteration 45Q: 3 clusters Score -1.448919e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 100071 members 
Entering Unmasked Estep 
Score: -14489197.000000 Penalty: 5721.902832
	Iteration 46Q: 3 clusters Score -1.44892e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 100081 members 
Entering Unmasked Estep 
Score: -14489206.000000 Penalty: 5721.902832
	Iteration 47Q: 3 clusters Score -1.448921e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 100089 members 
Entering Unmasked Estep 
Score: -14489209.000000 Penalty: 5721.902832
	Iteration 48Q: 3 clusters Score -1.448921e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 100098 members 
Entering Unmasked Estep 
Score: -14489206.000000 Penalty: 5721.902832
	Iteration 49Q: 3 clusters Score -1.448921e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 100108 members 
Entering Unmasked Estep 
Score: -14489193.000000 Penalty: 5721.902832
	Iteration 50Q: 3 clusters Score -1.448919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 100108 members 
Entering Unmasked Estep 
Score: -14489201.000000 Penalty: 5721.902832
	Iteration 51Q: 3 clusters Score -1.44892e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 100109 members 
Entering Unmasked Estep 
Score: -14489206.000000 Penalty: 5721.902832
	Iteration 52Q: 3 clusters Score -1.448921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 100111 members 
Entering Unmasked Estep 
Score: -14489209.000000 Penalty: 5721.902832
	Iteration 53Q: 3 clusters Score -1.448921e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 100114 members 
Entering Unmasked Estep 
Score: -14489206.000000 Penalty: 5721.902832
	Iteration 54Q: 3 clusters Score -1.448921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 100118 members 
Entering Unmasked Estep 
Score: -14489208.000000 Penalty: 5721.902832
	Iteration 55Q: 3 clusters Score -1.448921e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 100123 members 
Entering Unmasked Estep 
Score: -14489198.000000 Penalty: 5721.902832
	Iteration 56Q: 3 clusters Score -1.44892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 100127 members 
Entering Unmasked Estep 
Score: -14489208.000000 Penalty: 5721.902832
	Iteration 57Q: 3 clusters Score -1.448921e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 100127 members 
Entering Unmasked Estep 
Score: -14489208.000000 Penalty: 5721.902832
	Iteration 58F: 3 clusters Score -1.448921e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Entering Unmasked Estep 
Score: -1240402.125000 Penalty: 2249.256592
	Iteration 0F: 2 clusters Score -1240402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1233589.625000 Penalty: 4498.513184
	Iteration 0F: 3 clusters Score -1233590 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1235424.625000 Penalty: 4498.513184
	Iteration 1F: 3 clusters Score -1235425 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1235673.000000 Penalty: 4498.513184
	Iteration 2F: 3 clusters Score -1235673 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1235836.500000 Penalty: 4498.513184
	Iteration 3Q: 3 clusters Score -1235836 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1235952.625000 Penalty: 4498.513184
	Iteration 4Q: 3 clusters Score -1235953 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1236037.000000 Penalty: 4498.513184
	Iteration 5Q: 3 clusters Score -1236037 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1236112.000000 Penalty: 4498.513184
	Iteration 6Q: 3 clusters Score -1236112 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1236191.500000 Penalty: 4498.513184
	Iteration 7Q: 3 clusters Score -1236192 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1236262.000000 Penalty: 4498.513184
	Iteration 8Q: 3 clusters Score -1236262 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1236343.000000 Penalty: 4498.513184
	Iteration 9Q: 3 clusters Score -1236343 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1236433.375000 Penalty: 4498.513184
	Iteration 10Q: 3 clusters Score -1236433 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1236539.500000 Penalty: 4498.513184
	Iteration 11Q: 3 clusters Score -1236540 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1236688.125000 Penalty: 4498.513184
	Iteration 12Q: 3 clusters Score -1236688 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1236865.375000 Penalty: 4498.513184
	Iteration 13Q: 3 clusters Score -1236865 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1237098.750000 Penalty: 4498.513184
	Iteration 14Q: 3 clusters Score -1237099 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1237390.500000 Penalty: 4498.513184
	Iteration 15Q: 3 clusters Score -1237390 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1237677.375000 Penalty: 4498.513184
	Iteration 16Q: 3 clusters Score -1237677 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1237957.250000 Penalty: 4498.513184
	Iteration 17Q: 3 clusters Score -1237957 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1238197.875000 Penalty: 4498.513184
	Iteration 18Q: 3 clusters Score -1238198 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1238362.000000 Penalty: 4498.513184
	Iteration 19Q: 3 clusters Score -1238362 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1238481.875000 Penalty: 4498.513184
	Iteration 20F: 3 clusters Score -1238482 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1238583.500000 Penalty: 4498.513184
	Iteration 21Q: 3 clusters Score -1238584 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1238659.125000 Penalty: 4498.513184
	Iteration 22Q: 3 clusters Score -1238659 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1238722.500000 Penalty: 4498.513184
	Iteration 23Q: 3 clusters Score -1238722 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1238751.125000 Penalty: 4498.513184
	Iteration 24Q: 3 clusters Score -1238751 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1238774.250000 Penalty: 4498.513184
	Iteration 25Q: 3 clusters Score -1238774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1238788.000000 Penalty: 4498.513184
	Iteration 26Q: 3 clusters Score -1238788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1238797.375000 Penalty: 4498.513184
	Iteration 27Q: 3 clusters Score -1238797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1238803.250000 Penalty: 4498.513184
	Iteration 28Q: 3 clusters Score -1238803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1238808.000000 Penalty: 4498.513184
	Iteration 29Q: 3 clusters Score -1238808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1238811.625000 Penalty: 4498.513184
	Iteration 30Q: 3 clusters Score -1238812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1238819.875000 Penalty: 4498.513184
	Iteration 31Q: 3 clusters Score -1238820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1238828.500000 Penalty: 4498.513184
	Iteration 32Q: 3 clusters Score -1238828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1238837.500000 Penalty: 4498.513184
	Iteration 33Q: 3 clusters Score -1238838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1238836.625000 Penalty: 4498.513184
	Iteration 34Q: 3 clusters Score -1238837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1238837.250000 Penalty: 4498.513184
	Iteration 35Q: 3 clusters Score -1238837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1238844.250000 Penalty: 4498.513184
	Iteration 36Q: 3 clusters Score -1238844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1238844.875000 Penalty: 4498.513184
	Iteration 37Q: 3 clusters Score -1238845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1238844.875000 Penalty: 4498.513184
	Iteration 38F: 3 clusters Score -1238845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -76221.687500 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -76221.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -74613.195312 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -74613.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -75066.140625 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -75066.14 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -75382.203125 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -75382.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -75683.820312 Penalty: 3199.433350
	Iteration 3F: 3 clusters Score -75683.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -75819.437500 Penalty: 3199.433350
	Iteration 4Q: 3 clusters Score -75819.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -75912.960938 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -75912.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -76008.593750 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -76008.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -76117.937500 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -76117.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -76149.078125 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -76149.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -76169.773438 Penalty: 3199.433350
	Iteration 9Q: 3 clusters Score -76169.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -76191.398438 Penalty: 3199.433350
	Iteration 10Q: 3 clusters Score -76191.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -76206.546875 Penalty: 3199.433350
	Iteration 11Q: 3 clusters Score -76206.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -76217.460938 Penalty: 3199.433350
	Iteration 12Q: 3 clusters Score -76217.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -76241.671875 Penalty: 3199.433350
	Iteration 13Q: 3 clusters Score -76241.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -76270.484375 Penalty: 3199.433350
	Iteration 14Q: 3 clusters Score -76270.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -76297.421875 Penalty: 3199.433350
	Iteration 15Q: 3 clusters Score -76297.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -76309.460938 Penalty: 3199.433350
	Iteration 16Q: 3 clusters Score -76309.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -76324.109375 Penalty: 3199.433350
	Iteration 17Q: 3 clusters Score -76324.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -76332.187500 Penalty: 3199.433350
	Iteration 18Q: 3 clusters Score -76332.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -76339.226562 Penalty: 3199.433350
	Iteration 19Q: 3 clusters Score -76339.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -76374.671875 Penalty: 3199.433350
	Iteration 20F: 3 clusters Score -76374.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -76439.187500 Penalty: 3199.433350
	Iteration 21Q: 3 clusters Score -76439.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -76447.734375 Penalty: 3199.433350
	Iteration 22Q: 3 clusters Score -76447.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -76455.968750 Penalty: 3199.433350
	Iteration 23Q: 3 clusters Score -76455.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -76466.804688 Penalty: 3199.433350
	Iteration 24Q: 3 clusters Score -76466.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -76476.742188 Penalty: 3199.433350
	Iteration 25Q: 3 clusters Score -76476.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -76492.414062 Penalty: 3199.433350
	Iteration 26Q: 3 clusters Score -76492.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -76508.179688 Penalty: 3199.433350
	Iteration 27Q: 3 clusters Score -76508.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -76538.429688 Penalty: 3199.433350
	Iteration 28Q: 3 clusters Score -76538.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -76563.554688 Penalty: 3199.433350
	Iteration 29Q: 3 clusters Score -76563.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -76594.453125 Penalty: 3199.433350
	Iteration 30Q: 3 clusters Score -76594.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -76634.835938 Penalty: 3199.433350
	Iteration 31Q: 3 clusters Score -76634.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -76675.718750 Penalty: 3199.433350
	Iteration 32Q: 3 clusters Score -76675.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -76769.273438 Penalty: 3199.433350
	Iteration 33Q: 3 clusters Score -76769.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -76945.234375 Penalty: 3199.433350
	Iteration 34Q: 3 clusters Score -76945.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -77219.406250 Penalty: 3199.433350
	Iteration 35Q: 3 clusters Score -77219.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -77332.875000 Penalty: 3199.433350
	Iteration 36Q: 3 clusters Score -77332.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -77441.765625 Penalty: 3199.433350
	Iteration 37Q: 3 clusters Score -77441.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -77644.007812 Penalty: 3199.433350
	Iteration 38Q: 3 clusters Score -77644.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -77907.304688 Penalty: 3199.433350
	Iteration 39Q: 3 clusters Score -77907.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -77907.304688 Penalty: 3199.433350
	Iteration 40F: 3 clusters Score -77907.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103520 members 
Mstep: Class 2 contains 35068 members 
Mstep: Class 3 contains 32724 members 
Mstep: Class 4 contains 116249 members 
Mstep: Class 5 contains 46541 members 
Mstep: Class 6 contains 169968 members 
Mstep: Class 7 contains 32724 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68174 members 
Mstep: Class 10 contains 7975 members 
Mstep: Class 11 contains 3171 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160781 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24271 members 
Mstep: Class 18 contains 20874 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102344 members 
Mstep: Class 22 contains 8687 members 
Mstep: Class 23 contains 337 members 
Mstep: Class 24 contains 14993 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Mstep: Class 29 contains 296 members 
Entering Unmasked Estep 
Score: -132688040.000000 Penalty: 99075.648438
Splitting cluster 23 changes total score from -132688112.000000 to -132688040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (14993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Entering Unmasked Estep 
Score: -2126910.250000 Penalty: 2384.604004
	Iteration 0F: 2 clusters Score -2126910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -2115990.500000 Penalty: 4769.208008
	Iteration 0F: 3 clusters Score -2115990 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -2119420.500000 Penalty: 4769.208008
	Iteration 1F: 3 clusters Score -2119420 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -2119753.000000 Penalty: 4769.208008
	Iteration 2F: 3 clusters Score -2119753 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -2120023.750000 Penalty: 4769.208008
	Iteration 3Q: 3 clusters Score -2120024 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -2120253.750000 Penalty: 4769.208008
	Iteration 4Q: 3 clusters Score -2120254 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2120443.000000 Penalty: 4769.208008
	Iteration 5Q: 3 clusters Score -2120443 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -2120592.500000 Penalty: 4769.208008
	Iteration 6Q: 3 clusters Score -2120592 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2120722.250000 Penalty: 4769.208008
	Iteration 7Q: 3 clusters Score -2120722 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -2120835.750000 Penalty: 4769.208008
	Iteration 8Q: 3 clusters Score -2120836 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -2120945.250000 Penalty: 4769.208008
	Iteration 9Q: 3 clusters Score -2120945 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -2121064.000000 Penalty: 4769.208008
	Iteration 10Q: 3 clusters Score -2121064 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -2121170.750000 Penalty: 4769.208008
	Iteration 11Q: 3 clusters Score -2121171 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -2121302.250000 Penalty: 4769.208008
	Iteration 12Q: 3 clusters Score -2121302 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -2121436.000000 Penalty: 4769.208008
	Iteration 13Q: 3 clusters Score -2121436 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -2121609.500000 Penalty: 4769.208008
	Iteration 14Q: 3 clusters Score -2121610 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -2121800.250000 Penalty: 4769.208008
	Iteration 15Q: 3 clusters Score -2121800 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2122034.500000 Penalty: 4769.208008
	Iteration 16Q: 3 clusters Score -2122034 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -2122312.500000 Penalty: 4769.208008
	Iteration 17Q: 3 clusters Score -2122312 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -2122629.750000 Penalty: 4769.208008
	Iteration 18Q: 3 clusters Score -2122630 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2122929.000000 Penalty: 4769.208008
	Iteration 19Q: 3 clusters Score -2122929 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2123139.750000 Penalty: 4769.208008
	Iteration 20F: 3 clusters Score -2123140 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -2123276.000000 Penalty: 4769.208008
	Iteration 21Q: 3 clusters Score -2123276 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -2123360.000000 Penalty: 4769.208008
	Iteration 22Q: 3 clusters Score -2123360 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2123418.250000 Penalty: 4769.208008
	Iteration 23Q: 3 clusters Score -2123418 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2123467.500000 Penalty: 4769.208008
	Iteration 24Q: 3 clusters Score -2123468 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2123526.500000 Penalty: 4769.208008
	Iteration 25Q: 3 clusters Score -2123526 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2123569.500000 Penalty: 4769.208008
	Iteration 26Q: 3 clusters Score -2123570 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -2123619.500000 Penalty: 4769.208008
	Iteration 27Q: 3 clusters Score -2123620 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2123659.250000 Penalty: 4769.208008
	Iteration 28Q: 3 clusters Score -2123659 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2123685.000000 Penalty: 4769.208008
	Iteration 29Q: 3 clusters Score -2123685 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -2123725.750000 Penalty: 4769.208008
	Iteration 30Q: 3 clusters Score -2123726 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2123776.250000 Penalty: 4769.208008
	Iteration 31Q: 3 clusters Score -2123776 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -2123821.500000 Penalty: 4769.208008
	Iteration 32Q: 3 clusters Score -2123822 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -2123865.250000 Penalty: 4769.208008
	Iteration 33Q: 3 clusters Score -2123865 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2123904.750000 Penalty: 4769.208008
	Iteration 34Q: 3 clusters Score -2123905 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -2123955.750000 Penalty: 4769.208008
	Iteration 35Q: 3 clusters Score -2123956 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -2124009.250000 Penalty: 4769.208008
	Iteration 36Q: 3 clusters Score -2124009 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -2124064.250000 Penalty: 4769.208008
	Iteration 37Q: 3 clusters Score -2124064 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -2124115.250000 Penalty: 4769.208008
	Iteration 38Q: 3 clusters Score -2124115 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -2124178.000000 Penalty: 4769.208008
	Iteration 39Q: 3 clusters Score -2124178 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2124226.250000 Penalty: 4769.208008
	Iteration 40F: 3 clusters Score -2124226 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -2124271.000000 Penalty: 4769.208008
	Iteration 41Q: 3 clusters Score -2124271 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -2124312.000000 Penalty: 4769.208008
	Iteration 42Q: 3 clusters Score -2124312 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -2124350.500000 Penalty: 4769.208008
	Iteration 43Q: 3 clusters Score -2124350 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -2124393.750000 Penalty: 4769.208008
	Iteration 44Q: 3 clusters Score -2124394 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -2124427.000000 Penalty: 4769.208008
	Iteration 45Q: 3 clusters Score -2124427 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -2124470.000000 Penalty: 4769.208008
	Iteration 46Q: 3 clusters Score -2124470 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -2124505.750000 Penalty: 4769.208008
	Iteration 47Q: 3 clusters Score -2124506 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -2124524.000000 Penalty: 4769.208008
	Iteration 48Q: 3 clusters Score -2124524 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -2124551.750000 Penalty: 4769.208008
	Iteration 49Q: 3 clusters Score -2124552 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -2124576.500000 Penalty: 4769.208008
	Iteration 50Q: 3 clusters Score -2124576 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -2124589.500000 Penalty: 4769.208008
	Iteration 51Q: 3 clusters Score -2124590 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -2124603.500000 Penalty: 4769.208008
	Iteration 52Q: 3 clusters Score -2124604 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -2124619.750000 Penalty: 4769.208008
	Iteration 53Q: 3 clusters Score -2124620 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -2124634.250000 Penalty: 4769.208008
	Iteration 54Q: 3 clusters Score -2124634 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -2124645.750000 Penalty: 4769.208008
	Iteration 55Q: 3 clusters Score -2124646 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -2124660.500000 Penalty: 4769.208008
	Iteration 56Q: 3 clusters Score -2124660 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -2124680.000000 Penalty: 4769.208008
	Iteration 57Q: 3 clusters Score -2124680 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -2124691.000000 Penalty: 4769.208008
	Iteration 58Q: 3 clusters Score -2124691 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -2124702.000000 Penalty: 4769.208008
	Iteration 59Q: 3 clusters Score -2124702 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -2124711.750000 Penalty: 4769.208008
	Iteration 60F: 3 clusters Score -2124712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -2124716.750000 Penalty: 4769.208008
	Iteration 61Q: 3 clusters Score -2124717 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2124723.000000 Penalty: 4769.208008
	Iteration 62Q: 3 clusters Score -2124723 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -2124729.750000 Penalty: 4769.208008
	Iteration 63Q: 3 clusters Score -2124730 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2124738.500000 Penalty: 4769.208008
	Iteration 64Q: 3 clusters Score -2124738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2124751.500000 Penalty: 4769.208008
	Iteration 65Q: 3 clusters Score -2124752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2124753.000000 Penalty: 4769.208008
	Iteration 66Q: 3 clusters Score -2124753 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -2124756.500000 Penalty: 4769.208008
	Iteration 67Q: 3 clusters Score -2124756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -2124758.250000 Penalty: 4769.208008
	Iteration 68Q: 3 clusters Score -2124758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -2124765.500000 Penalty: 4769.208008
	Iteration 69Q: 3 clusters Score -2124766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -2124770.000000 Penalty: 4769.208008
	Iteration 70Q: 3 clusters Score -2124770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -2124775.500000 Penalty: 4769.208008
	Iteration 71Q: 3 clusters Score -2124776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -2124777.750000 Penalty: 4769.208008
	Iteration 72Q: 3 clusters Score -2124778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -2124783.250000 Penalty: 4769.208008
	Iteration 73Q: 3 clusters Score -2124783 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -2124790.750000 Penalty: 4769.208008
	Iteration 74Q: 3 clusters Score -2124791 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -2124801.500000 Penalty: 4769.208008
	Iteration 75Q: 3 clusters Score -2124802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -2124806.000000 Penalty: 4769.208008
	Iteration 76Q: 3 clusters Score -2124806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -2124807.000000 Penalty: 4769.208008
	Iteration 77Q: 3 clusters Score -2124807 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -2124820.500000 Penalty: 4769.208008
	Iteration 78Q: 3 clusters Score -2124820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -2124829.500000 Penalty: 4769.208008
	Iteration 79Q: 3 clusters Score -2124830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2124839.500000 Penalty: 4769.208008
	Iteration 80F: 3 clusters Score -2124840 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -2124850.750000 Penalty: 4769.208008
	Iteration 81Q: 3 clusters Score -2124851 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -2124854.500000 Penalty: 4769.208008
	Iteration 82Q: 3 clusters Score -2124854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -2124862.250000 Penalty: 4769.208008
	Iteration 83Q: 3 clusters Score -2124862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -2124859.250000 Penalty: 4769.208008
	Iteration 84Q: 3 clusters Score -2124859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -2124867.750000 Penalty: 4769.208008
	Iteration 85Q: 3 clusters Score -2124868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2124866.750000 Penalty: 4769.208008
	Iteration 86Q: 3 clusters Score -2124867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -2124878.750000 Penalty: 4769.208008
	Iteration 87Q: 3 clusters Score -2124879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2124885.000000 Penalty: 4769.208008
	Iteration 88Q: 3 clusters Score -2124885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -2124885.000000 Penalty: 4769.208008
	Iteration 89Q: 3 clusters Score -2124885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -2124885.500000 Penalty: 4769.208008
	Iteration 90Q: 3 clusters Score -2124886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -2124889.750000 Penalty: 4769.208008
	Iteration 91Q: 3 clusters Score -2124890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2124890.000000 Penalty: 4769.208008
	Iteration 92Q: 3 clusters Score -2124890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -2124889.250000 Penalty: 4769.208008
	Iteration 93Q: 3 clusters Score -2124889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -2124895.000000 Penalty: 4769.208008
	Iteration 94Q: 3 clusters Score -2124895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -2124896.750000 Penalty: 4769.208008
	Iteration 95Q: 3 clusters Score -2124897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2124901.750000 Penalty: 4769.208008
	Iteration 96Q: 3 clusters Score -2124902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -2124901.000000 Penalty: 4769.208008
	Iteration 97Q: 3 clusters Score -2124901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -2124900.500000 Penalty: 4769.208008
	Iteration 98Q: 3 clusters Score -2124900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -2124904.000000 Penalty: 4769.208008
	Iteration 99Q: 3 clusters Score -2124904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -2124906.500000 Penalty: 4769.208008
	Iteration 100F: 3 clusters Score -2124906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -2124908.500000 Penalty: 4769.208008
	Iteration 101Q: 3 clusters Score -2124908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -2124910.000000 Penalty: 4769.208008
	Iteration 102Q: 3 clusters Score -2124910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -2124911.000000 Penalty: 4769.208008
	Iteration 103Q: 3 clusters Score -2124911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -2124916.750000 Penalty: 4769.208008
	Iteration 104Q: 3 clusters Score -2124917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -2124918.000000 Penalty: 4769.208008
	Iteration 105Q: 3 clusters Score -2124918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -2124916.750000 Penalty: 4769.208008
	Iteration 106Q: 3 clusters Score -2124917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -2124916.750000 Penalty: 4769.208008
	Iteration 107F: 3 clusters Score -2124917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -16338.313477 Penalty: 1270.743042
	Iteration 0F: 2 clusters Score -16338.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -15369.710938 Penalty: 2541.486084
	Iteration 0F: 3 clusters Score -15369.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -15497.888672 Penalty: 2541.486084
	Iteration 1F: 3 clusters Score -15497.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -15684.677734 Penalty: 2541.486084
	Iteration 2Q: 3 clusters Score -15684.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -15796.481445 Penalty: 2541.486084
	Iteration 3Q: 3 clusters Score -15796.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -15816.490234 Penalty: 2541.486084
	Iteration 4Q: 3 clusters Score -15816.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -15816.490234 Penalty: 2541.486084
	Iteration 5F: 3 clusters Score -15816.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -79918.375000 Penalty: 1584.779663
	Iteration 0F: 2 clusters Score -79918.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -78300.679688 Penalty: 3169.559326
	Iteration 0F: 3 clusters Score -78300.68 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -78478.976562 Penalty: 3169.559326
	Iteration 1F: 3 clusters Score -78478.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -78540.656250 Penalty: 3169.559326
	Iteration 2Q: 3 clusters Score -78540.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -78619.421875 Penalty: 3169.559326
	Iteration 3Q: 3 clusters Score -78619.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -78647.367188 Penalty: 3169.559326
	Iteration 4Q: 3 clusters Score -78647.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -78651.570312 Penalty: 3169.559326
	Iteration 5Q: 3 clusters Score -78651.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -78654.968750 Penalty: 3169.559326
	Iteration 6Q: 3 clusters Score -78654.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -78655.914062 Penalty: 3169.559326
	Iteration 7Q: 3 clusters Score -78655.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -78655.914062 Penalty: 3169.559326
	Iteration 8F: 3 clusters Score -78655.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -40719.484375 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -40719.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39417.214844 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -39417.21 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -39612.230469 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -39612.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -39692.089844 Penalty: 2923.623779
	Iteration 2F: 3 clusters Score -39692.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -39725.945312 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -39725.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -39748.949219 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -39748.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39766.992188 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -39766.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -39786.015625 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -39786.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39795.679688 Penalty: 2923.623779
	Iteration 7Q: 3 clusters Score -39795.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -39806.667969 Penalty: 2923.623779
	Iteration 8Q: 3 clusters Score -39806.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -39815.289062 Penalty: 2923.623779
	Iteration 9Q: 3 clusters Score -39815.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -39815.289062 Penalty: 2923.623779
	Iteration 10F: 3 clusters Score -39815.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Entering Unmasked Estep 
Score: -11172.271484 Penalty: 1163.454346
	Iteration 0F: 2 clusters Score -11172.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -10348.111328 Penalty: 2326.908691
	Iteration 0F: 3 clusters Score -10348.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -10359.333008 Penalty: 2326.908691
	Iteration 1Q: 3 clusters Score -10359.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -10368.819336 Penalty: 2326.908691
	Iteration 2Q: 3 clusters Score -10368.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -10368.819336 Penalty: 2326.908691
	Iteration 3F: 3 clusters Score -10368.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103520 members 
Mstep: Class 2 contains 35068 members 
Mstep: Class 3 contains 32724 members 
Mstep: Class 4 contains 116249 members 
Mstep: Class 5 contains 46541 members 
Mstep: Class 6 contains 169968 members 
Mstep: Class 7 contains 32724 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68174 members 
Mstep: Class 10 contains 7975 members 
Mstep: Class 11 contains 3171 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160781 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24271 members 
Mstep: Class 18 contains 20874 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102344 members 
Mstep: Class 22 contains 8687 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14993 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688168.000000 Penalty: 95659.250000
Iteration 239Q: 29 clusters Score -1.326882e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103519 members 
Mstep: Class 2 contains 35072 members 
Mstep: Class 3 contains 32726 members 
Mstep: Class 4 contains 116247 members 
Mstep: Class 5 contains 46541 members 
Mstep: Class 6 contains 169966 members 
Mstep: Class 7 contains 32722 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68173 members 
Mstep: Class 10 contains 7976 members 
Mstep: Class 11 contains 3171 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160784 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24270 members 
Mstep: Class 18 contains 20873 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102343 members 
Mstep: Class 22 contains 8685 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14996 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688232.000000 Penalty: 95659.250000
Iteration 240F: 29 clusters Score -1.326882e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103514 members 
Mstep: Class 2 contains 35074 members 
Mstep: Class 3 contains 32726 members 
Mstep: Class 4 contains 116248 members 
Mstep: Class 5 contains 46541 members 
Mstep: Class 6 contains 169970 members 
Mstep: Class 7 contains 32722 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68169 members 
Mstep: Class 10 contains 7977 members 
Mstep: Class 11 contains 3171 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160784 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24268 members 
Mstep: Class 18 contains 20874 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102344 members 
Mstep: Class 22 contains 8684 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14998 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688256.000000 Penalty: 95659.250000
Iteration 241Q: 29 clusters Score -1.326883e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103510 members 
Mstep: Class 2 contains 35075 members 
Mstep: Class 3 contains 32728 members 
Mstep: Class 4 contains 116248 members 
Mstep: Class 5 contains 46541 members 
Mstep: Class 6 contains 169961 members 
Mstep: Class 7 contains 32720 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68168 members 
Mstep: Class 10 contains 7977 members 
Mstep: Class 11 contains 3171 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160797 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24267 members 
Mstep: Class 18 contains 20875 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102343 members 
Mstep: Class 22 contains 8684 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14999 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688208.000000 Penalty: 95659.250000
Iteration 242Q: 29 clusters Score -1.326882e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103514 members 
Mstep: Class 2 contains 35076 members 
Mstep: Class 3 contains 32727 members 
Mstep: Class 4 contains 116248 members 
Mstep: Class 5 contains 46541 members 
Mstep: Class 6 contains 169954 members 
Mstep: Class 7 contains 32719 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68169 members 
Mstep: Class 10 contains 7977 members 
Mstep: Class 11 contains 3171 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160803 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24266 members 
Mstep: Class 18 contains 20875 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102339 members 
Mstep: Class 22 contains 8685 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15000 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688176.000000 Penalty: 95659.250000
Iteration 243Q: 29 clusters Score -1.326882e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103518 members 
Mstep: Class 2 contains 35080 members 
Mstep: Class 3 contains 32725 members 
Mstep: Class 4 contains 116248 members 
Mstep: Class 5 contains 46542 members 
Mstep: Class 6 contains 169953 members 
Mstep: Class 7 contains 32716 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68171 members 
Mstep: Class 10 contains 7976 members 
Mstep: Class 11 contains 3171 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160802 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24266 members 
Mstep: Class 18 contains 20875 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102336 members 
Mstep: Class 22 contains 8685 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15000 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688168.000000 Penalty: 95659.250000
Iteration 244Q: 29 clusters Score -1.326882e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103521 members 
Mstep: Class 2 contains 35081 members 
Mstep: Class 3 contains 32723 members 
Mstep: Class 4 contains 116250 members 
Mstep: Class 5 contains 46542 members 
Mstep: Class 6 contains 169944 members 
Mstep: Class 7 contains 32714 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68169 members 
Mstep: Class 10 contains 7976 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160815 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24263 members 
Mstep: Class 18 contains 20876 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102332 members 
Mstep: Class 22 contains 8685 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15001 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688304.000000 Penalty: 95659.250000
Iteration 245Q: 29 clusters Score -1.326883e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103523 members 
Mstep: Class 2 contains 35086 members 
Mstep: Class 3 contains 32725 members 
Mstep: Class 4 contains 116250 members 
Mstep: Class 5 contains 46542 members 
Mstep: Class 6 contains 169936 members 
Mstep: Class 7 contains 32714 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68170 members 
Mstep: Class 10 contains 7976 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160812 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24263 members 
Mstep: Class 18 contains 20876 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102331 members 
Mstep: Class 22 contains 8686 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15002 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688320.000000 Penalty: 95659.250000
Iteration 246Q: 29 clusters Score -1.326883e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103527 members 
Mstep: Class 2 contains 35087 members 
Mstep: Class 3 contains 32719 members 
Mstep: Class 4 contains 116249 members 
Mstep: Class 5 contains 46542 members 
Mstep: Class 6 contains 169933 members 
Mstep: Class 7 contains 32716 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68171 members 
Mstep: Class 10 contains 7976 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160820 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24259 members 
Mstep: Class 18 contains 20876 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102330 members 
Mstep: Class 22 contains 8686 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15001 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688400.000000 Penalty: 95659.250000
Iteration 247Q: 29 clusters Score -1.326884e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103523 members 
Mstep: Class 2 contains 35086 members 
Mstep: Class 3 contains 32719 members 
Mstep: Class 4 contains 116247 members 
Mstep: Class 5 contains 46542 members 
Mstep: Class 6 contains 169935 members 
Mstep: Class 7 contains 32713 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68171 members 
Mstep: Class 10 contains 7976 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160825 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24262 members 
Mstep: Class 18 contains 20876 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102332 members 
Mstep: Class 22 contains 8686 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 14999 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688408.000000 Penalty: 95659.250000
Iteration 248Q: 29 clusters Score -1.326884e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103525 members 
Mstep: Class 2 contains 35090 members 
Mstep: Class 3 contains 32712 members 
Mstep: Class 4 contains 116247 members 
Mstep: Class 5 contains 46543 members 
Mstep: Class 6 contains 169930 members 
Mstep: Class 7 contains 32715 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68172 members 
Mstep: Class 10 contains 7976 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160824 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24267 members 
Mstep: Class 18 contains 20876 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102327 members 
Mstep: Class 22 contains 8686 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15002 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688384.000000 Penalty: 95659.250000
Iteration 249Q: 29 clusters Score -1.326884e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103528 members 
Mstep: Class 2 contains 35093 members 
Mstep: Class 3 contains 32710 members 
Mstep: Class 4 contains 116247 members 
Mstep: Class 5 contains 46542 members 
Mstep: Class 6 contains 169911 members 
Mstep: Class 7 contains 32714 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68172 members 
Mstep: Class 10 contains 7976 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160838 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24270 members 
Mstep: Class 18 contains 20876 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102323 members 
Mstep: Class 22 contains 8687 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15005 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688320.000000 Penalty: 95659.250000
Iteration 250Q: 29 clusters Score -1.326883e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103526 members 
Mstep: Class 2 contains 35097 members 
Mstep: Class 3 contains 32708 members 
Mstep: Class 4 contains 116249 members 
Mstep: Class 5 contains 46541 members 
Mstep: Class 6 contains 169903 members 
Mstep: Class 7 contains 32714 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68171 members 
Mstep: Class 10 contains 7975 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160844 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24273 members 
Mstep: Class 18 contains 20876 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102318 members 
Mstep: Class 22 contains 8689 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15008 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688336.000000 Penalty: 95659.250000
Iteration 251Q: 29 clusters Score -1.326883e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103518 members 
Mstep: Class 2 contains 35099 members 
Mstep: Class 3 contains 32707 members 
Mstep: Class 4 contains 116248 members 
Mstep: Class 5 contains 46541 members 
Mstep: Class 6 contains 169902 members 
Mstep: Class 7 contains 32716 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68172 members 
Mstep: Class 10 contains 7973 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160852 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24274 members 
Mstep: Class 18 contains 20876 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102317 members 
Mstep: Class 22 contains 8688 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15010 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688272.000000 Penalty: 95659.250000
Iteration 252Q: 29 clusters Score -1.326883e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103513 members 
Mstep: Class 2 contains 35104 members 
Mstep: Class 3 contains 32707 members 
Mstep: Class 4 contains 116245 members 
Mstep: Class 5 contains 46538 members 
Mstep: Class 6 contains 169895 members 
Mstep: Class 7 contains 32716 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68171 members 
Mstep: Class 10 contains 7974 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160865 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24275 members 
Mstep: Class 18 contains 20876 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102316 members 
Mstep: Class 22 contains 8687 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15011 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688232.000000 Penalty: 95659.250000
Iteration 253Q: 29 clusters Score -1.326882e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103511 members 
Mstep: Class 2 contains 35105 members 
Mstep: Class 3 contains 32707 members 
Mstep: Class 4 contains 116243 members 
Mstep: Class 5 contains 46538 members 
Mstep: Class 6 contains 169902 members 
Mstep: Class 7 contains 32713 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68171 members 
Mstep: Class 10 contains 7974 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160862 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24277 members 
Mstep: Class 18 contains 20876 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102315 members 
Mstep: Class 22 contains 8687 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15012 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688256.000000 Penalty: 95659.250000
Iteration 254Q: 29 clusters Score -1.326883e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103512 members 
Mstep: Class 2 contains 35106 members 
Mstep: Class 3 contains 32706 members 
Mstep: Class 4 contains 116241 members 
Mstep: Class 5 contains 46538 members 
Mstep: Class 6 contains 169906 members 
Mstep: Class 7 contains 32712 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68173 members 
Mstep: Class 10 contains 7974 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160862 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24273 members 
Mstep: Class 18 contains 20876 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102314 members 
Mstep: Class 22 contains 8687 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15013 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688264.000000 Penalty: 95659.250000
Iteration 255Q: 29 clusters Score -1.326883e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103509 members 
Mstep: Class 2 contains 35106 members 
Mstep: Class 3 contains 32706 members 
Mstep: Class 4 contains 116240 members 
Mstep: Class 5 contains 46538 members 
Mstep: Class 6 contains 169912 members 
Mstep: Class 7 contains 32712 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68174 members 
Mstep: Class 10 contains 7973 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160858 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24275 members 
Mstep: Class 18 contains 20876 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 102314 members 
Mstep: Class 22 contains 8688 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15010 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688240.000000 Penalty: 95659.250000
Iteration 256Q: 29 clusters Score -1.326882e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103509 members 
Mstep: Class 2 contains 35109 members 
Mstep: Class 3 contains 32705 members 
Mstep: Class 4 contains 116236 members 
Mstep: Class 5 contains 46538 members 
Mstep: Class 6 contains 169911 members 
Mstep: Class 7 contains 32711 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68175 members 
Mstep: Class 10 contains 7973 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160859 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24276 members 
Mstep: Class 18 contains 20876 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 102314 members 
Mstep: Class 22 contains 8689 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15010 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688248.000000 Penalty: 95659.250000
Iteration 257Q: 29 clusters Score -1.326882e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103505 members 
Mstep: Class 2 contains 35111 members 
Mstep: Class 3 contains 32704 members 
Mstep: Class 4 contains 116235 members 
Mstep: Class 5 contains 46538 members 
Mstep: Class 6 contains 169911 members 
Mstep: Class 7 contains 32714 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68178 members 
Mstep: Class 10 contains 7973 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160858 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24275 members 
Mstep: Class 18 contains 20876 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 102315 members 
Mstep: Class 22 contains 8688 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15010 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688240.000000 Penalty: 95659.250000
Iteration 258Q: 29 clusters Score -1.326882e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103499 members 
Mstep: Class 2 contains 35109 members 
Mstep: Class 3 contains 32704 members 
Mstep: Class 4 contains 116236 members 
Mstep: Class 5 contains 46538 members 
Mstep: Class 6 contains 169912 members 
Mstep: Class 7 contains 32715 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68182 members 
Mstep: Class 10 contains 7973 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160859 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24274 members 
Mstep: Class 18 contains 20876 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 102315 members 
Mstep: Class 22 contains 8689 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15010 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688240.000000 Penalty: 95659.250000
Iteration 259Q: 29 clusters Score -1.326882e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103497 members 
Mstep: Class 2 contains 35108 members 
Mstep: Class 3 contains 32704 members 
Mstep: Class 4 contains 116234 members 
Mstep: Class 5 contains 46538 members 
Mstep: Class 6 contains 169913 members 
Mstep: Class 7 contains 32715 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68182 members 
Mstep: Class 10 contains 7973 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160862 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24273 members 
Mstep: Class 18 contains 20876 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 102314 members 
Mstep: Class 22 contains 8690 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15011 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688224.000000 Penalty: 95659.250000
Iteration 260F: 29 clusters Score -1.326882e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103493 members 
Mstep: Class 2 contains 35107 members 
Mstep: Class 3 contains 32704 members 
Mstep: Class 4 contains 116233 members 
Mstep: Class 5 contains 46538 members 
Mstep: Class 6 contains 169916 members 
Mstep: Class 7 contains 32716 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68183 members 
Mstep: Class 10 contains 7973 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160863 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24274 members 
Mstep: Class 18 contains 20876 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 102313 members 
Mstep: Class 22 contains 8690 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15011 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688192.000000 Penalty: 95659.250000
Iteration 261Q: 29 clusters Score -1.326882e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103492 members 
Mstep: Class 2 contains 35108 members 
Mstep: Class 3 contains 32703 members 
Mstep: Class 4 contains 116232 members 
Mstep: Class 5 contains 46538 members 
Mstep: Class 6 contains 169919 members 
Mstep: Class 7 contains 32716 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68185 members 
Mstep: Class 10 contains 7973 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160862 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24273 members 
Mstep: Class 18 contains 20876 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 102311 members 
Mstep: Class 22 contains 8690 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15012 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688160.000000 Penalty: 95659.250000
Iteration 262Q: 29 clusters Score -1.326882e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103492 members 
Mstep: Class 2 contains 35112 members 
Mstep: Class 3 contains 32703 members 
Mstep: Class 4 contains 116232 members 
Mstep: Class 5 contains 46538 members 
Mstep: Class 6 contains 169906 members 
Mstep: Class 7 contains 32714 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68187 members 
Mstep: Class 10 contains 7973 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160868 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24273 members 
Mstep: Class 18 contains 20876 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 102311 members 
Mstep: Class 22 contains 8689 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15016 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688176.000000 Penalty: 95659.250000
Iteration 263Q: 29 clusters Score -1.326882e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103492 members 
Mstep: Class 2 contains 35113 members 
Mstep: Class 3 contains 32702 members 
Mstep: Class 4 contains 116233 members 
Mstep: Class 5 contains 46537 members 
Mstep: Class 6 contains 169905 members 
Mstep: Class 7 contains 32712 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68188 members 
Mstep: Class 10 contains 7973 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160869 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24271 members 
Mstep: Class 18 contains 20876 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 102309 members 
Mstep: Class 22 contains 8690 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15020 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688128.000000 Penalty: 95659.250000
Iteration 264Q: 29 clusters Score -1.326881e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103493 members 
Mstep: Class 2 contains 35112 members 
Mstep: Class 3 contains 32703 members 
Mstep: Class 4 contains 116234 members 
Mstep: Class 5 contains 46536 members 
Mstep: Class 6 contains 169910 members 
Mstep: Class 7 contains 32711 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68188 members 
Mstep: Class 10 contains 7973 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160862 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24272 members 
Mstep: Class 18 contains 20876 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 102309 members 
Mstep: Class 22 contains 8690 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15021 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688168.000000 Penalty: 95659.250000
Iteration 265Q: 29 clusters Score -1.326882e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103497 members 
Mstep: Class 2 contains 35110 members 
Mstep: Class 3 contains 32704 members 
Mstep: Class 4 contains 116235 members 
Mstep: Class 5 contains 46536 members 
Mstep: Class 6 contains 169906 members 
Mstep: Class 7 contains 32711 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68190 members 
Mstep: Class 10 contains 7973 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160861 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24271 members 
Mstep: Class 18 contains 20876 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 102309 members 
Mstep: Class 22 contains 8689 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15022 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688048.000000 Penalty: 95659.250000
Iteration 266Q: 29 clusters Score -1.32688e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103492 members 
Mstep: Class 2 contains 35109 members 
Mstep: Class 3 contains 32701 members 
Mstep: Class 4 contains 116236 members 
Mstep: Class 5 contains 46536 members 
Mstep: Class 6 contains 169902 members 
Mstep: Class 7 contains 32711 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68191 members 
Mstep: Class 10 contains 7973 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160868 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24271 members 
Mstep: Class 18 contains 20876 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 102309 members 
Mstep: Class 22 contains 8690 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15025 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688096.000000 Penalty: 95659.250000
Iteration 267Q: 29 clusters Score -1.326881e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103493 members 
Mstep: Class 2 contains 35108 members 
Mstep: Class 3 contains 32699 members 
Mstep: Class 4 contains 116236 members 
Mstep: Class 5 contains 46536 members 
Mstep: Class 6 contains 169898 members 
Mstep: Class 7 contains 32710 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68190 members 
Mstep: Class 10 contains 7974 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160874 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24269 members 
Mstep: Class 18 contains 20876 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 102312 members 
Mstep: Class 22 contains 8690 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15025 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688216.000000 Penalty: 95659.250000
Iteration 268Q: 29 clusters Score -1.326882e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103490 members 
Mstep: Class 2 contains 35109 members 
Mstep: Class 3 contains 32698 members 
Mstep: Class 4 contains 116236 members 
Mstep: Class 5 contains 46537 members 
Mstep: Class 6 contains 169888 members 
Mstep: Class 7 contains 32711 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68190 members 
Mstep: Class 10 contains 7974 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160889 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24269 members 
Mstep: Class 18 contains 20876 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 102308 members 
Mstep: Class 22 contains 8691 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15024 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688280.000000 Penalty: 95659.250000
Iteration 269Q: 29 clusters Score -1.326883e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103490 members 
Mstep: Class 2 contains 35106 members 
Mstep: Class 3 contains 32693 members 
Mstep: Class 4 contains 116238 members 
Mstep: Class 5 contains 46538 members 
Mstep: Class 6 contains 169884 members 
Mstep: Class 7 contains 32710 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68190 members 
Mstep: Class 10 contains 7974 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160894 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24269 members 
Mstep: Class 18 contains 20875 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 102306 members 
Mstep: Class 22 contains 8698 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15025 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688224.000000 Penalty: 95659.250000
Iteration 270Q: 29 clusters Score -1.326882e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103487 members 
Mstep: Class 2 contains 35104 members 
Mstep: Class 3 contains 32694 members 
Mstep: Class 4 contains 116239 members 
Mstep: Class 5 contains 46538 members 
Mstep: Class 6 contains 169880 members 
Mstep: Class 7 contains 32711 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68189 members 
Mstep: Class 10 contains 7974 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160898 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24268 members 
Mstep: Class 18 contains 20875 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 102306 members 
Mstep: Class 22 contains 8702 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15025 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688232.000000 Penalty: 95659.250000
Iteration 271Q: 29 clusters Score -1.326882e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103486 members 
Mstep: Class 2 contains 35104 members 
Mstep: Class 3 contains 32694 members 
Mstep: Class 4 contains 116237 members 
Mstep: Class 5 contains 46538 members 
Mstep: Class 6 contains 169875 members 
Mstep: Class 7 contains 32710 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68186 members 
Mstep: Class 10 contains 7974 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160913 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24269 members 
Mstep: Class 18 contains 20875 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 102305 members 
Mstep: Class 22 contains 8700 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15024 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688152.000000 Penalty: 95659.250000
Iteration 272Q: 29 clusters Score -1.326882e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103486 members 
Mstep: Class 2 contains 35103 members 
Mstep: Class 3 contains 32695 members 
Mstep: Class 4 contains 116237 members 
Mstep: Class 5 contains 46538 members 
Mstep: Class 6 contains 169867 members 
Mstep: Class 7 contains 32711 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68186 members 
Mstep: Class 10 contains 7974 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160928 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24268 members 
Mstep: Class 18 contains 20873 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102305 members 
Mstep: Class 22 contains 8699 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15021 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688184.000000 Penalty: 95659.250000
Iteration 273Q: 29 clusters Score -1.326882e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103485 members 
Mstep: Class 2 contains 35102 members 
Mstep: Class 3 contains 32689 members 
Mstep: Class 4 contains 116238 members 
Mstep: Class 5 contains 46538 members 
Mstep: Class 6 contains 169866 members 
Mstep: Class 7 contains 32713 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68187 members 
Mstep: Class 10 contains 7974 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160935 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24266 members 
Mstep: Class 18 contains 20873 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102305 members 
Mstep: Class 22 contains 8700 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15020 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688176.000000 Penalty: 95659.250000
Iteration 274Q: 29 clusters Score -1.326882e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103486 members 
Mstep: Class 2 contains 35102 members 
Mstep: Class 3 contains 32689 members 
Mstep: Class 4 contains 116238 members 
Mstep: Class 5 contains 46539 members 
Mstep: Class 6 contains 169867 members 
Mstep: Class 7 contains 32714 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68188 members 
Mstep: Class 10 contains 7974 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160931 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24264 members 
Mstep: Class 18 contains 20873 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102304 members 
Mstep: Class 22 contains 8702 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15020 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688232.000000 Penalty: 95659.250000
Iteration 275Q: 29 clusters Score -1.326882e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103485 members 
Mstep: Class 2 contains 35102 members 
Mstep: Class 3 contains 32689 members 
Mstep: Class 4 contains 116238 members 
Mstep: Class 5 contains 46542 members 
Mstep: Class 6 contains 169874 members 
Mstep: Class 7 contains 32716 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68188 members 
Mstep: Class 10 contains 7974 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160924 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24265 members 
Mstep: Class 18 contains 20873 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102298 members 
Mstep: Class 22 contains 8702 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15021 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688264.000000 Penalty: 95659.250000
Iteration 276Q: 29 clusters Score -1.326883e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103485 members 
Mstep: Class 2 contains 35102 members 
Mstep: Class 3 contains 32688 members 
Mstep: Class 4 contains 116239 members 
Mstep: Class 5 contains 46545 members 
Mstep: Class 6 contains 169878 members 
Mstep: Class 7 contains 32717 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68188 members 
Mstep: Class 10 contains 7974 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160916 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24263 members 
Mstep: Class 18 contains 20875 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102295 members 
Mstep: Class 22 contains 8702 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15024 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688312.000000 Penalty: 95659.250000
Iteration 277Q: 29 clusters Score -1.326883e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103480 members 
Mstep: Class 2 contains 35101 members 
Mstep: Class 3 contains 32691 members 
Mstep: Class 4 contains 116244 members 
Mstep: Class 5 contains 46551 members 
Mstep: Class 6 contains 169874 members 
Mstep: Class 7 contains 32719 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68187 members 
Mstep: Class 10 contains 7974 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160918 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24261 members 
Mstep: Class 18 contains 20872 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102288 members 
Mstep: Class 22 contains 8702 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15029 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688240.000000 Penalty: 95659.250000
Iteration 278Q: 29 clusters Score -1.326882e+08 nChanged 51
Entering ConstructFrom: 
Score: -132688240.000000 Penalty: 95659.250000
Entering ConstructFrom: 
Trying to split cluster 1 (103477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103477 members 
Entering Unmasked Estep 
Score: -14668879.000000 Penalty: 2863.681885
	Iteration 0F: 2 clusters Score -1.466888e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51496 members 
Mstep: Class 2 contains 51981 members 
Entering Unmasked Estep 
Score: -14601233.000000 Penalty: 5727.363770
	Iteration 0F: 3 clusters Score -1.460123e+07 nChanged 48780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49204 members 
Mstep: Class 2 contains 54273 members 
Entering Unmasked Estep 
Score: -14629185.000000 Penalty: 5727.363770
	Iteration 1F: 3 clusters Score -1.462918e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47695 members 
Mstep: Class 2 contains 55782 members 
Entering Unmasked Estep 
Score: -14630046.000000 Penalty: 5727.363770
	Iteration 2Q: 3 clusters Score -1.463005e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45473 members 
Mstep: Class 2 contains 58004 members 
Entering Unmasked Estep 
Score: -14631191.000000 Penalty: 5727.363770
	Iteration 3Q: 3 clusters Score -1.463119e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 61269 members 
Entering Unmasked Estep 
Score: -14632805.000000 Penalty: 5727.363770
	Iteration 4Q: 3 clusters Score -1.46328e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 65894 members 
Entering Unmasked Estep 
Score: -14635556.000000 Penalty: 5727.363770
	Iteration 5Q: 3 clusters Score -1.463556e+07 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 72181 members 
Entering Unmasked Estep 
Score: -14639913.000000 Penalty: 5727.363770
	Iteration 6F: 3 clusters Score -1.463991e+07 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 79896 members 
Entering Unmasked Estep 
Score: -14646338.000000 Penalty: 5727.363770
	Iteration 7F: 3 clusters Score -1.464634e+07 nChanged 8004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 87894 members 
Entering Unmasked Estep 
Score: -14653613.000000 Penalty: 5727.363770
	Iteration 8F: 3 clusters Score -1.465361e+07 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 94608 members 
Entering Unmasked Estep 
Score: -14659389.000000 Penalty: 5727.363770
	Iteration 9F: 3 clusters Score -1.465939e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 98788 members 
Entering Unmasked Estep 
Score: -14662909.000000 Penalty: 5727.363770
	Iteration 10Q: 3 clusters Score -1.466291e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 101098 members 
Entering Unmasked Estep 
Score: -14664712.000000 Penalty: 5727.363770
	Iteration 11Q: 3 clusters Score -1.466471e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 102152 members 
Entering Unmasked Estep 
Score: -14665480.000000 Penalty: 5727.363770
	Iteration 12Q: 3 clusters Score -1.466548e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 102613 members 
Entering Unmasked Estep 
Score: -14665873.000000 Penalty: 5727.363770
	Iteration 13Q: 3 clusters Score -1.466587e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 102829 members 
Entering Unmasked Estep 
Score: -14666090.000000 Penalty: 5727.363770
	Iteration 14Q: 3 clusters Score -1.466609e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 102933 members 
Entering Unmasked Estep 
Score: -14666191.000000 Penalty: 5727.363770
	Iteration 15Q: 3 clusters Score -1.466619e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 102982 members 
Entering Unmasked Estep 
Score: -14666256.000000 Penalty: 5727.363770
	Iteration 16Q: 3 clusters Score -1.466626e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 103009 members 
Entering Unmasked Estep 
Score: -14666271.000000 Penalty: 5727.363770
	Iteration 17Q: 3 clusters Score -1.466627e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 103024 members 
Entering Unmasked Estep 
Score: -14666306.000000 Penalty: 5727.363770
	Iteration 18Q: 3 clusters Score -1.466631e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 103043 members 
Entering Unmasked Estep 
Score: -14666334.000000 Penalty: 5727.363770
	Iteration 19Q: 3 clusters Score -1.466633e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 103056 members 
Entering Unmasked Estep 
Score: -14666351.000000 Penalty: 5727.363770
	Iteration 20F: 3 clusters Score -1.466635e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 103068 members 
Entering Unmasked Estep 
Score: -14666382.000000 Penalty: 5727.363770
	Iteration 21Q: 3 clusters Score -1.466638e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 103082 members 
Entering Unmasked Estep 
Score: -14666412.000000 Penalty: 5727.363770
	Iteration 22Q: 3 clusters Score -1.466641e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 103092 members 
Entering Unmasked Estep 
Score: -14666422.000000 Penalty: 5727.363770
	Iteration 23Q: 3 clusters Score -1.466642e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 103100 members 
Entering Unmasked Estep 
Score: -14666433.000000 Penalty: 5727.363770
	Iteration 24Q: 3 clusters Score -1.466643e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 103105 members 
Entering Unmasked Estep 
Score: -14666451.000000 Penalty: 5727.363770
	Iteration 25Q: 3 clusters Score -1.466645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 103104 members 
Entering Unmasked Estep 
Score: -14666455.000000 Penalty: 5727.363770
	Iteration 26Q: 3 clusters Score -1.466646e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 103105 members 
Entering Unmasked Estep 
Score: -14666461.000000 Penalty: 5727.363770
	Iteration 27Q: 3 clusters Score -1.466646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 103107 members 
Entering Unmasked Estep 
Score: -14666464.000000 Penalty: 5727.363770
	Iteration 28Q: 3 clusters Score -1.466646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 103111 members 
Entering Unmasked Estep 
Score: -14666477.000000 Penalty: 5727.363770
	Iteration 29Q: 3 clusters Score -1.466648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 103112 members 
Entering Unmasked Estep 
Score: -14666478.000000 Penalty: 5727.363770
	Iteration 30Q: 3 clusters Score -1.466648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 103111 members 
Entering Unmasked Estep 
Score: -14666469.000000 Penalty: 5727.363770
	Iteration 31Q: 3 clusters Score -1.466647e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 103111 members 
Entering Unmasked Estep 
Score: -14666469.000000 Penalty: 5727.363770
	Iteration 32F: 3 clusters Score -1.466647e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Entering Unmasked Estep 
Score: -4813101.500000 Penalty: 2595.557373
	Iteration 0F: 2 clusters Score -4813102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -4789223.500000 Penalty: 5191.114746
	Iteration 0F: 3 clusters Score -4789224 nChanged 15965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -4797768.500000 Penalty: 5191.114746
	Iteration 1F: 3 clusters Score -4797768 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -4798449.000000 Penalty: 5191.114746
	Iteration 2F: 3 clusters Score -4798449 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -4799120.500000 Penalty: 5191.114746
	Iteration 3Q: 3 clusters Score -4799120 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -4800003.000000 Penalty: 5191.114746
	Iteration 4F: 3 clusters Score -4800003 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -4801253.000000 Penalty: 5191.114746
	Iteration 5F: 3 clusters Score -4801253 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -4803058.500000 Penalty: 5191.114746
	Iteration 6F: 3 clusters Score -4803058 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -4805499.000000 Penalty: 5191.114746
	Iteration 7F: 3 clusters Score -4805499 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -4807997.500000 Penalty: 5191.114746
	Iteration 8F: 3 clusters Score -4807998 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -4809854.500000 Penalty: 5191.114746
	Iteration 9F: 3 clusters Score -4809854 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4810713.000000 Penalty: 5191.114746
	Iteration 10Q: 3 clusters Score -4810713 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34283 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4811090.500000 Penalty: 5191.114746
	Iteration 11Q: 3 clusters Score -4811090 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4811254.000000 Penalty: 5191.114746
	Iteration 12Q: 3 clusters Score -4811254 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4811330.000000 Penalty: 5191.114746
	Iteration 13Q: 3 clusters Score -4811330 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4811390.000000 Penalty: 5191.114746
	Iteration 14Q: 3 clusters Score -4811390 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4811420.500000 Penalty: 5191.114746
	Iteration 15Q: 3 clusters Score -4811420 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34586 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4811453.000000 Penalty: 5191.114746
	Iteration 16Q: 3 clusters Score -4811453 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4811471.000000 Penalty: 5191.114746
	Iteration 17Q: 3 clusters Score -4811471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4811482.000000 Penalty: 5191.114746
	Iteration 18Q: 3 clusters Score -4811482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4811492.500000 Penalty: 5191.114746
	Iteration 19Q: 3 clusters Score -4811492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4811495.000000 Penalty: 5191.114746
	Iteration 20F: 3 clusters Score -4811495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4811499.500000 Penalty: 5191.114746
	Iteration 21Q: 3 clusters Score -4811500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4811499.500000 Penalty: 5191.114746
	Iteration 22Q: 3 clusters Score -4811500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4811499.500000 Penalty: 5191.114746
	Iteration 23F: 3 clusters Score -4811500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (32692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Entering Unmasked Estep 
Score: -4640602.500000 Penalty: 2577.931641
	Iteration 0F: 2 clusters Score -4640602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -4618303.000000 Penalty: 5155.863281
	Iteration 0F: 3 clusters Score -4618303 nChanged 14854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -4626534.000000 Penalty: 5155.863281
	Iteration 1F: 3 clusters Score -4626534 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -4626982.500000 Penalty: 5155.863281
	Iteration 2Q: 3 clusters Score -4626982 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -4627379.500000 Penalty: 5155.863281
	Iteration 3Q: 3 clusters Score -4627380 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -4627769.500000 Penalty: 5155.863281
	Iteration 4Q: 3 clusters Score -4627770 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -4628335.500000 Penalty: 5155.863281
	Iteration 5Q: 3 clusters Score -4628336 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -4629041.000000 Penalty: 5155.863281
	Iteration 6Q: 3 clusters Score -4629041 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -4630002.000000 Penalty: 5155.863281
	Iteration 7Q: 3 clusters Score -4630002 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -4631262.000000 Penalty: 5155.863281
	Iteration 8F: 3 clusters Score -4631262 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -4632673.500000 Penalty: 5155.863281
	Iteration 9F: 3 clusters Score -4632674 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -4634080.000000 Penalty: 5155.863281
	Iteration 10F: 3 clusters Score -4634080 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -4635266.500000 Penalty: 5155.863281
	Iteration 11Q: 3 clusters Score -4635266 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -4636201.000000 Penalty: 5155.863281
	Iteration 12Q: 3 clusters Score -4636201 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -4636878.500000 Penalty: 5155.863281
	Iteration 13Q: 3 clusters Score -4636878 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -4637358.500000 Penalty: 5155.863281
	Iteration 14Q: 3 clusters Score -4637358 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4637691.500000 Penalty: 5155.863281
	Iteration 15Q: 3 clusters Score -4637692 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4637938.500000 Penalty: 5155.863281
	Iteration 16Q: 3 clusters Score -4637938 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4638090.500000 Penalty: 5155.863281
	Iteration 17Q: 3 clusters Score -4638090 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31837 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -4638199.000000 Penalty: 5155.863281
	Iteration 18Q: 3 clusters Score -4638199 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4638272.000000 Penalty: 5155.863281
	Iteration 19Q: 3 clusters Score -4638272 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4638299.000000 Penalty: 5155.863281
	Iteration 20F: 3 clusters Score -4638299 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4638323.500000 Penalty: 5155.863281
	Iteration 21Q: 3 clusters Score -4638324 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4638346.500000 Penalty: 5155.863281
	Iteration 22Q: 3 clusters Score -4638346 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4638378.500000 Penalty: 5155.863281
	Iteration 23Q: 3 clusters Score -4638378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4638394.000000 Penalty: 5155.863281
	Iteration 24Q: 3 clusters Score -4638394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4638397.000000 Penalty: 5155.863281
	Iteration 25Q: 3 clusters Score -4638397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4638402.500000 Penalty: 5155.863281
	Iteration 26Q: 3 clusters Score -4638402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4638408.500000 Penalty: 5155.863281
	Iteration 27Q: 3 clusters Score -4638408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4638411.000000 Penalty: 5155.863281
	Iteration 28Q: 3 clusters Score -4638411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4638409.000000 Penalty: 5155.863281
	Iteration 29Q: 3 clusters Score -4638409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32082 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4638412.000000 Penalty: 5155.863281
	Iteration 30Q: 3 clusters Score -4638412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4638415.000000 Penalty: 5155.863281
	Iteration 31Q: 3 clusters Score -4638415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4638417.000000 Penalty: 5155.863281
	Iteration 32Q: 3 clusters Score -4638417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4638421.500000 Penalty: 5155.863281
	Iteration 33Q: 3 clusters Score -4638422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4638425.500000 Penalty: 5155.863281
	Iteration 34Q: 3 clusters Score -4638426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4638427.500000 Penalty: 5155.863281
	Iteration 35Q: 3 clusters Score -4638428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4638427.000000 Penalty: 5155.863281
	Iteration 36Q: 3 clusters Score -4638427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4638427.000000 Penalty: 5155.863281
	Iteration 37Q: 3 clusters Score -4638427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4638429.500000 Penalty: 5155.863281
	Iteration 38Q: 3 clusters Score -4638430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4638431.500000 Penalty: 5155.863281
	Iteration 39Q: 3 clusters Score -4638432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32101 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4638434.500000 Penalty: 5155.863281
	Iteration 40F: 3 clusters Score -4638434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (116244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116244 members 
Entering Unmasked Estep 
Score: -16463643.000000 Penalty: 2892.534668
	Iteration 0F: 2 clusters Score -1.646364e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57972 members 
Mstep: Class 2 contains 58272 members 
Entering Unmasked Estep 
Score: -16387973.000000 Penalty: 5785.069336
	Iteration 0F: 3 clusters Score -1.638797e+07 nChanged 55400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56296 members 
Mstep: Class 2 contains 59948 members 
Entering Unmasked Estep 
Score: -16419708.000000 Penalty: 5785.069336
	Iteration 1F: 3 clusters Score -1.641971e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55101 members 
Mstep: Class 2 contains 61143 members 
Entering Unmasked Estep 
Score: -16420351.000000 Penalty: 5785.069336
	Iteration 2Q: 3 clusters Score -1.642035e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53396 members 
Mstep: Class 2 contains 62848 members 
Entering Unmasked Estep 
Score: -16421054.000000 Penalty: 5785.069336
	Iteration 3Q: 3 clusters Score -1.642105e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50757 members 
Mstep: Class 2 contains 65487 members 
Entering Unmasked Estep 
Score: -16422106.000000 Penalty: 5785.069336
	Iteration 4Q: 3 clusters Score -1.642211e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46805 members 
Mstep: Class 2 contains 69439 members 
Entering Unmasked Estep 
Score: -16423748.000000 Penalty: 5785.069336
	Iteration 5Q: 3 clusters Score -1.642375e+07 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41029 members 
Mstep: Class 2 contains 75215 members 
Entering Unmasked Estep 
Score: -16426664.000000 Penalty: 5785.069336
	Iteration 6F: 3 clusters Score -1.642666e+07 nChanged 8229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 83410 members 
Entering Unmasked Estep 
Score: -16432141.000000 Penalty: 5785.069336
	Iteration 7F: 3 clusters Score -1.643214e+07 nChanged 10307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 93709 members 
Entering Unmasked Estep 
Score: -16440510.000000 Penalty: 5785.069336
	Iteration 8F: 3 clusters Score -1.644051e+07 nChanged 10417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 104124 members 
Entering Unmasked Estep 
Score: -16450224.000000 Penalty: 5785.069336
	Iteration 9F: 3 clusters Score -1.645022e+07 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 111369 members 
Entering Unmasked Estep 
Score: -16456805.000000 Penalty: 5785.069336
	Iteration 10F: 3 clusters Score -1.64568e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 114584 members 
Entering Unmasked Estep 
Score: -16459571.000000 Penalty: 5785.069336
	Iteration 11Q: 3 clusters Score -1.645957e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 115621 members 
Entering Unmasked Estep 
Score: -16460538.000000 Penalty: 5785.069336
	Iteration 12Q: 3 clusters Score -1.646054e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 115905 members 
Entering Unmasked Estep 
Score: -16460856.000000 Penalty: 5785.069336
	Iteration 13Q: 3 clusters Score -1.646086e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 115966 members 
Entering Unmasked Estep 
Score: -16460939.000000 Penalty: 5785.069336
	Iteration 14Q: 3 clusters Score -1.646094e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 115991 members 
Entering Unmasked Estep 
Score: -16460979.000000 Penalty: 5785.069336
	Iteration 15Q: 3 clusters Score -1.646098e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 115999 members 
Entering Unmasked Estep 
Score: -16461014.000000 Penalty: 5785.069336
	Iteration 16Q: 3 clusters Score -1.646101e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 116009 members 
Entering Unmasked Estep 
Score: -16461028.000000 Penalty: 5785.069336
	Iteration 17Q: 3 clusters Score -1.646103e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 116013 members 
Entering Unmasked Estep 
Score: -16461033.000000 Penalty: 5785.069336
	Iteration 18Q: 3 clusters Score -1.646103e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 116018 members 
Entering Unmasked Estep 
Score: -16461050.000000 Penalty: 5785.069336
	Iteration 19Q: 3 clusters Score -1.646105e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 116023 members 
Entering Unmasked Estep 
Score: -16461068.000000 Penalty: 5785.069336
	Iteration 20F: 3 clusters Score -1.646107e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 116024 members 
Entering Unmasked Estep 
Score: -16461077.000000 Penalty: 5785.069336
	Iteration 21Q: 3 clusters Score -1.646108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 116024 members 
Entering Unmasked Estep 
Score: -16461092.000000 Penalty: 5785.069336
	Iteration 22Q: 3 clusters Score -1.646109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 116024 members 
Entering Unmasked Estep 
Score: -16461096.000000 Penalty: 5785.069336
	Iteration 23Q: 3 clusters Score -1.64611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 116026 members 
Entering Unmasked Estep 
Score: -16461106.000000 Penalty: 5785.069336
	Iteration 24Q: 3 clusters Score -1.646111e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 116026 members 
Entering Unmasked Estep 
Score: -16461106.000000 Penalty: 5785.069336
	Iteration 25F: 3 clusters Score -1.646111e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46554 members 
Entering Unmasked Estep 
Score: -6590108.500000 Penalty: 2665.595215
	Iteration 0F: 2 clusters Score -6590108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -6558810.500000 Penalty: 5331.190430
	Iteration 0F: 3 clusters Score -6558810 nChanged 21385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -6570490.500000 Penalty: 5331.190430
	Iteration 1F: 3 clusters Score -6570490 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -6571158.000000 Penalty: 5331.190430
	Iteration 2Q: 3 clusters Score -6571158 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -6571903.500000 Penalty: 5331.190430
	Iteration 3Q: 3 clusters Score -6571904 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -6573029.000000 Penalty: 5331.190430
	Iteration 4F: 3 clusters Score -6573029 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -6574643.500000 Penalty: 5331.190430
	Iteration 5F: 3 clusters Score -6574644 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 34804 members 
Entering Unmasked Estep 
Score: -6577100.000000 Penalty: 5331.190430
	Iteration 6F: 3 clusters Score -6577100 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 38372 members 
Entering Unmasked Estep 
Score: -6580347.500000 Penalty: 5331.190430
	Iteration 7F: 3 clusters Score -6580348 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -6583516.000000 Penalty: 5331.190430
	Iteration 8F: 3 clusters Score -6583516 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 43924 members 
Entering Unmasked Estep 
Score: -6585703.000000 Penalty: 5331.190430
	Iteration 9Q: 3 clusters Score -6585703 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 45126 members 
Entering Unmasked Estep 
Score: -6586846.000000 Penalty: 5331.190430
	Iteration 10Q: 3 clusters Score -6586846 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 45646 members 
Entering Unmasked Estep 
Score: -6587378.000000 Penalty: 5331.190430
	Iteration 11Q: 3 clusters Score -6587378 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 45857 members 
Entering Unmasked Estep 
Score: -6587624.000000 Penalty: 5331.190430
	Iteration 12Q: 3 clusters Score -6587624 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 45944 members 
Entering Unmasked Estep 
Score: -6587730.500000 Penalty: 5331.190430
	Iteration 13Q: 3 clusters Score -6587730 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 45985 members 
Entering Unmasked Estep 
Score: -6587783.000000 Penalty: 5331.190430
	Iteration 14Q: 3 clusters Score -6587783 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 46007 members 
Entering Unmasked Estep 
Score: -6587803.500000 Penalty: 5331.190430
	Iteration 15Q: 3 clusters Score -6587804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -6587820.500000 Penalty: 5331.190430
	Iteration 16Q: 3 clusters Score -6587820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -6587834.000000 Penalty: 5331.190430
	Iteration 17Q: 3 clusters Score -6587834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 46047 members 
Entering Unmasked Estep 
Score: -6587849.500000 Penalty: 5331.190430
	Iteration 18Q: 3 clusters Score -6587850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 46055 members 
Entering Unmasked Estep 
Score: -6587860.500000 Penalty: 5331.190430
	Iteration 19Q: 3 clusters Score -6587860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 46063 members 
Entering Unmasked Estep 
Score: -6587865.000000 Penalty: 5331.190430
	Iteration 20F: 3 clusters Score -6587865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 46064 members 
Entering Unmasked Estep 
Score: -6587866.500000 Penalty: 5331.190430
	Iteration 21Q: 3 clusters Score -6587866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 46066 members 
Entering Unmasked Estep 
Score: -6587874.500000 Penalty: 5331.190430
	Iteration 22Q: 3 clusters Score -6587874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 46070 members 
Entering Unmasked Estep 
Score: -6587875.000000 Penalty: 5331.190430
	Iteration 23Q: 3 clusters Score -6587875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 46073 members 
Entering Unmasked Estep 
Score: -6587884.000000 Penalty: 5331.190430
	Iteration 24Q: 3 clusters Score -6587884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 46072 members 
Entering Unmasked Estep 
Score: -6587891.000000 Penalty: 5331.190430
	Iteration 25Q: 3 clusters Score -6587891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 46074 members 
Entering Unmasked Estep 
Score: -6587888.500000 Penalty: 5331.190430
	Iteration 26Q: 3 clusters Score -6587888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 46076 members 
Entering Unmasked Estep 
Score: -6587892.500000 Penalty: 5331.190430
	Iteration 27Q: 3 clusters Score -6587892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 46074 members 
Entering Unmasked Estep 
Score: -6587895.000000 Penalty: 5331.190430
	Iteration 28Q: 3 clusters Score -6587895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 46076 members 
Entering Unmasked Estep 
Score: -6587901.000000 Penalty: 5331.190430
	Iteration 29Q: 3 clusters Score -6587901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 46079 members 
Entering Unmasked Estep 
Score: -6587901.500000 Penalty: 5331.190430
	Iteration 30Q: 3 clusters Score -6587902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -6587899.000000 Penalty: 5331.190430
	Iteration 31Q: 3 clusters Score -6587899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 46081 members 
Entering Unmasked Estep 
Score: -6587903.000000 Penalty: 5331.190430
	Iteration 32Q: 3 clusters Score -6587903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 46083 members 
Entering Unmasked Estep 
Score: -6587902.000000 Penalty: 5331.190430
	Iteration 33Q: 3 clusters Score -6587902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 46084 members 
Entering Unmasked Estep 
Score: -6587901.500000 Penalty: 5331.190430
	Iteration 34Q: 3 clusters Score -6587902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 46084 members 
Entering Unmasked Estep 
Score: -6587901.500000 Penalty: 5331.190430
	Iteration 35F: 3 clusters Score -6587902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (169875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169875 members 
Entering Unmasked Estep 
Score: -23703334.000000 Penalty: 2986.618896
	Iteration 0F: 2 clusters Score -2.370333e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84973 members 
Mstep: Class 2 contains 84902 members 
Entering Unmasked Estep 
Score: -23595160.000000 Penalty: 5973.237793
	Iteration 0F: 3 clusters Score -2.359516e+07 nChanged 81464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85105 members 
Mstep: Class 2 contains 84770 members 
Entering Unmasked Estep 
Score: -23642264.000000 Penalty: 5973.237793
	Iteration 1F: 3 clusters Score -2.364226e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85089 members 
Mstep: Class 2 contains 84786 members 
Entering Unmasked Estep 
Score: -23643202.000000 Penalty: 5973.237793
	Iteration 2Q: 3 clusters Score -2.36432e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85089 members 
Mstep: Class 2 contains 84786 members 
Entering Unmasked Estep 
Score: -23644370.000000 Penalty: 5973.237793
	Iteration 3Q: 3 clusters Score -2.364437e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85136 members 
Mstep: Class 2 contains 84739 members 
Entering Unmasked Estep 
Score: -23646298.000000 Penalty: 5973.237793
	Iteration 4Q: 3 clusters Score -2.36463e+07 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85302 members 
Mstep: Class 2 contains 84573 members 
Entering Unmasked Estep 
Score: -23649356.000000 Penalty: 5973.237793
	Iteration 5Q: 3 clusters Score -2.364936e+07 nChanged 8533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85533 members 
Mstep: Class 2 contains 84342 members 
Entering Unmasked Estep 
Score: -23654478.000000 Penalty: 5973.237793
	Iteration 6F: 3 clusters Score -2.365448e+07 nChanged 10371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85700 members 
Mstep: Class 2 contains 84175 members 
Entering Unmasked Estep 
Score: -23662254.000000 Penalty: 5973.237793
	Iteration 7F: 3 clusters Score -2.366225e+07 nChanged 11598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85686 members 
Mstep: Class 2 contains 84189 members 
Entering Unmasked Estep 
Score: -23671180.000000 Penalty: 5973.237793
	Iteration 8F: 3 clusters Score -2.367118e+07 nChanged 10875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85679 members 
Mstep: Class 2 contains 84196 members 
Entering Unmasked Estep 
Score: -23677910.000000 Penalty: 5973.237793
	Iteration 9F: 3 clusters Score -2.367791e+07 nChanged 7675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85688 members 
Mstep: Class 2 contains 84187 members 
Entering Unmasked Estep 
Score: -23680820.000000 Penalty: 5973.237793
	Iteration 10Q: 3 clusters Score -2.368082e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85673 members 
Mstep: Class 2 contains 84202 members 
Entering Unmasked Estep 
Score: -23681944.000000 Penalty: 5973.237793
	Iteration 11Q: 3 clusters Score -2.368194e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85562 members 
Mstep: Class 2 contains 84313 members 
Entering Unmasked Estep 
Score: -23682578.000000 Penalty: 5973.237793
	Iteration 12Q: 3 clusters Score -2.368258e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85416 members 
Mstep: Class 2 contains 84459 members 
Entering Unmasked Estep 
Score: -23682926.000000 Penalty: 5973.237793
	Iteration 13Q: 3 clusters Score -2.368293e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85126 members 
Mstep: Class 2 contains 84749 members 
Entering Unmasked Estep 
Score: -23683358.000000 Penalty: 5973.237793
	Iteration 14Q: 3 clusters Score -2.368336e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84819 members 
Mstep: Class 2 contains 85056 members 
Entering Unmasked Estep 
Score: -23683908.000000 Penalty: 5973.237793
	Iteration 15Q: 3 clusters Score -2.368391e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84345 members 
Mstep: Class 2 contains 85530 members 
Entering Unmasked Estep 
Score: -23684352.000000 Penalty: 5973.237793
	Iteration 16Q: 3 clusters Score -2.368435e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83944 members 
Mstep: Class 2 contains 85931 members 
Entering Unmasked Estep 
Score: -23684862.000000 Penalty: 5973.237793
	Iteration 17Q: 3 clusters Score -2.368486e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83430 members 
Mstep: Class 2 contains 86445 members 
Entering Unmasked Estep 
Score: -23685258.000000 Penalty: 5973.237793
	Iteration 18Q: 3 clusters Score -2.368526e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82798 members 
Mstep: Class 2 contains 87077 members 
Entering Unmasked Estep 
Score: -23685578.000000 Penalty: 5973.237793
	Iteration 19Q: 3 clusters Score -2.368558e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82066 members 
Mstep: Class 2 contains 87809 members 
Entering Unmasked Estep 
Score: -23686252.000000 Penalty: 5973.237793
	Iteration 20F: 3 clusters Score -2.368625e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81224 members 
Mstep: Class 2 contains 88651 members 
Entering Unmasked Estep 
Score: -23686718.000000 Penalty: 5973.237793
	Iteration 21Q: 3 clusters Score -2.368672e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80333 members 
Mstep: Class 2 contains 89542 members 
Entering Unmasked Estep 
Score: -23687350.000000 Penalty: 5973.237793
	Iteration 22Q: 3 clusters Score -2.368735e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79258 members 
Mstep: Class 2 contains 90617 members 
Entering Unmasked Estep 
Score: -23688158.000000 Penalty: 5973.237793
	Iteration 23Q: 3 clusters Score -2.368816e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77948 members 
Mstep: Class 2 contains 91927 members 
Entering Unmasked Estep 
Score: -23688696.000000 Penalty: 5973.237793
	Iteration 24Q: 3 clusters Score -2.36887e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76556 members 
Mstep: Class 2 contains 93319 members 
Entering Unmasked Estep 
Score: -23689434.000000 Penalty: 5973.237793
	Iteration 25Q: 3 clusters Score -2.368943e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75225 members 
Mstep: Class 2 contains 94650 members 
Entering Unmasked Estep 
Score: -23690326.000000 Penalty: 5973.237793
	Iteration 26Q: 3 clusters Score -2.369033e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73899 members 
Mstep: Class 2 contains 95976 members 
Entering Unmasked Estep 
Score: -23691222.000000 Penalty: 5973.237793
	Iteration 27Q: 3 clusters Score -2.369122e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72734 members 
Mstep: Class 2 contains 97141 members 
Entering Unmasked Estep 
Score: -23691912.000000 Penalty: 5973.237793
	Iteration 28Q: 3 clusters Score -2.369191e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71641 members 
Mstep: Class 2 contains 98234 members 
Entering Unmasked Estep 
Score: -23692684.000000 Penalty: 5973.237793
	Iteration 29Q: 3 clusters Score -2.369268e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70642 members 
Mstep: Class 2 contains 99233 members 
Entering Unmasked Estep 
Score: -23693382.000000 Penalty: 5973.237793
	Iteration 30Q: 3 clusters Score -2.369338e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69757 members 
Mstep: Class 2 contains 100118 members 
Entering Unmasked Estep 
Score: -23693720.000000 Penalty: 5973.237793
	Iteration 31Q: 3 clusters Score -2.369372e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68966 members 
Mstep: Class 2 contains 100909 members 
Entering Unmasked Estep 
Score: -23694062.000000 Penalty: 5973.237793
	Iteration 32Q: 3 clusters Score -2.369406e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68173 members 
Mstep: Class 2 contains 101702 members 
Entering Unmasked Estep 
Score: -23694226.000000 Penalty: 5973.237793
	Iteration 33Q: 3 clusters Score -2.369423e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67400 members 
Mstep: Class 2 contains 102475 members 
Entering Unmasked Estep 
Score: -23694468.000000 Penalty: 5973.237793
	Iteration 34Q: 3 clusters Score -2.369447e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66665 members 
Mstep: Class 2 contains 103210 members 
Entering Unmasked Estep 
Score: -23694636.000000 Penalty: 5973.237793
	Iteration 35Q: 3 clusters Score -2.369464e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66020 members 
Mstep: Class 2 contains 103855 members 
Entering Unmasked Estep 
Score: -23694764.000000 Penalty: 5973.237793
	Iteration 36Q: 3 clusters Score -2.369476e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65433 members 
Mstep: Class 2 contains 104442 members 
Entering Unmasked Estep 
Score: -23694798.000000 Penalty: 5973.237793
	Iteration 37Q: 3 clusters Score -2.36948e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64821 members 
Mstep: Class 2 contains 105054 members 
Entering Unmasked Estep 
Score: -23694938.000000 Penalty: 5973.237793
	Iteration 38Q: 3 clusters Score -2.369494e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64283 members 
Mstep: Class 2 contains 105592 members 
Entering Unmasked Estep 
Score: -23695030.000000 Penalty: 5973.237793
	Iteration 39Q: 3 clusters Score -2.369503e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63740 members 
Mstep: Class 2 contains 106135 members 
Entering Unmasked Estep 
Score: -23695112.000000 Penalty: 5973.237793
	Iteration 40F: 3 clusters Score -2.369511e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63203 members 
Mstep: Class 2 contains 106672 members 
Entering Unmasked Estep 
Score: -23695198.000000 Penalty: 5973.237793
	Iteration 41Q: 3 clusters Score -2.36952e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62662 members 
Mstep: Class 2 contains 107213 members 
Entering Unmasked Estep 
Score: -23695268.000000 Penalty: 5973.237793
	Iteration 42Q: 3 clusters Score -2.369527e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62117 members 
Mstep: Class 2 contains 107758 members 
Entering Unmasked Estep 
Score: -23695334.000000 Penalty: 5973.237793
	Iteration 43Q: 3 clusters Score -2.369533e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61553 members 
Mstep: Class 2 contains 108322 members 
Entering Unmasked Estep 
Score: -23695326.000000 Penalty: 5973.237793
	Iteration 44Q: 3 clusters Score -2.369533e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61003 members 
Mstep: Class 2 contains 108872 members 
Entering Unmasked Estep 
Score: -23695424.000000 Penalty: 5973.237793
	Iteration 45Q: 3 clusters Score -2.369542e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60465 members 
Mstep: Class 2 contains 109410 members 
Entering Unmasked Estep 
Score: -23695514.000000 Penalty: 5973.237793
	Iteration 46Q: 3 clusters Score -2.369551e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59901 members 
Mstep: Class 2 contains 109974 members 
Entering Unmasked Estep 
Score: -23695608.000000 Penalty: 5973.237793
	Iteration 47Q: 3 clusters Score -2.369561e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59278 members 
Mstep: Class 2 contains 110597 members 
Entering Unmasked Estep 
Score: -23695708.000000 Penalty: 5973.237793
	Iteration 48Q: 3 clusters Score -2.369571e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58688 members 
Mstep: Class 2 contains 111187 members 
Entering Unmasked Estep 
Score: -23695748.000000 Penalty: 5973.237793
	Iteration 49Q: 3 clusters Score -2.369575e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58079 members 
Mstep: Class 2 contains 111796 members 
Entering Unmasked Estep 
Score: -23695892.000000 Penalty: 5973.237793
	Iteration 50Q: 3 clusters Score -2.369589e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57447 members 
Mstep: Class 2 contains 112428 members 
Entering Unmasked Estep 
Score: -23695950.000000 Penalty: 5973.237793
	Iteration 51Q: 3 clusters Score -2.369595e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56784 members 
Mstep: Class 2 contains 113091 members 
Entering Unmasked Estep 
Score: -23696004.000000 Penalty: 5973.237793
	Iteration 52Q: 3 clusters Score -2.3696e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56053 members 
Mstep: Class 2 contains 113822 members 
Entering Unmasked Estep 
Score: -23696116.000000 Penalty: 5973.237793
	Iteration 53Q: 3 clusters Score -2.369612e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55347 members 
Mstep: Class 2 contains 114528 members 
Entering Unmasked Estep 
Score: -23696160.000000 Penalty: 5973.237793
	Iteration 54Q: 3 clusters Score -2.369616e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54674 members 
Mstep: Class 2 contains 115201 members 
Entering Unmasked Estep 
Score: -23696258.000000 Penalty: 5973.237793
	Iteration 55Q: 3 clusters Score -2.369626e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54002 members 
Mstep: Class 2 contains 115873 members 
Entering Unmasked Estep 
Score: -23696332.000000 Penalty: 5973.237793
	Iteration 56Q: 3 clusters Score -2.369633e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53338 members 
Mstep: Class 2 contains 116537 members 
Entering Unmasked Estep 
Score: -23696432.000000 Penalty: 5973.237793
	Iteration 57Q: 3 clusters Score -2.369643e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52625 members 
Mstep: Class 2 contains 117250 members 
Entering Unmasked Estep 
Score: -23696570.000000 Penalty: 5973.237793
	Iteration 58Q: 3 clusters Score -2.369657e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51884 members 
Mstep: Class 2 contains 117991 members 
Entering Unmasked Estep 
Score: -23696704.000000 Penalty: 5973.237793
	Iteration 59Q: 3 clusters Score -2.36967e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51144 members 
Mstep: Class 2 contains 118731 members 
Entering Unmasked Estep 
Score: -23696890.000000 Penalty: 5973.237793
	Iteration 60F: 3 clusters Score -2.369689e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50403 members 
Mstep: Class 2 contains 119472 members 
Entering Unmasked Estep 
Score: -23696954.000000 Penalty: 5973.237793
	Iteration 61Q: 3 clusters Score -2.369695e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49677 members 
Mstep: Class 2 contains 120198 members 
Entering Unmasked Estep 
Score: -23697036.000000 Penalty: 5973.237793
	Iteration 62Q: 3 clusters Score -2.369704e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48947 members 
Mstep: Class 2 contains 120928 members 
Entering Unmasked Estep 
Score: -23697024.000000 Penalty: 5973.237793
	Iteration 63Q: 3 clusters Score -2.369702e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48198 members 
Mstep: Class 2 contains 121677 members 
Entering Unmasked Estep 
Score: -23697112.000000 Penalty: 5973.237793
	Iteration 64Q: 3 clusters Score -2.369711e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47463 members 
Mstep: Class 2 contains 122412 members 
Entering Unmasked Estep 
Score: -23697134.000000 Penalty: 5973.237793
	Iteration 65Q: 3 clusters Score -2.369713e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46776 members 
Mstep: Class 2 contains 123099 members 
Entering Unmasked Estep 
Score: -23697188.000000 Penalty: 5973.237793
	Iteration 66Q: 3 clusters Score -2.369719e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46071 members 
Mstep: Class 2 contains 123804 members 
Entering Unmasked Estep 
Score: -23697414.000000 Penalty: 5973.237793
	Iteration 67Q: 3 clusters Score -2.369741e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 124529 members 
Entering Unmasked Estep 
Score: -23697554.000000 Penalty: 5973.237793
	Iteration 68Q: 3 clusters Score -2.369755e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44618 members 
Mstep: Class 2 contains 125257 members 
Entering Unmasked Estep 
Score: -23697634.000000 Penalty: 5973.237793
	Iteration 69Q: 3 clusters Score -2.369763e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43856 members 
Mstep: Class 2 contains 126019 members 
Entering Unmasked Estep 
Score: -23697828.000000 Penalty: 5973.237793
	Iteration 70Q: 3 clusters Score -2.369783e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 126782 members 
Entering Unmasked Estep 
Score: -23697908.000000 Penalty: 5973.237793
	Iteration 71Q: 3 clusters Score -2.369791e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 127600 members 
Entering Unmasked Estep 
Score: -23698048.000000 Penalty: 5973.237793
	Iteration 72Q: 3 clusters Score -2.369805e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 128470 members 
Entering Unmasked Estep 
Score: -23698120.000000 Penalty: 5973.237793
	Iteration 73Q: 3 clusters Score -2.369812e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 129356 members 
Entering Unmasked Estep 
Score: -23698246.000000 Penalty: 5973.237793
	Iteration 74Q: 3 clusters Score -2.369825e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 130300 members 
Entering Unmasked Estep 
Score: -23698454.000000 Penalty: 5973.237793
	Iteration 75Q: 3 clusters Score -2.369845e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 131287 members 
Entering Unmasked Estep 
Score: -23698742.000000 Penalty: 5973.237793
	Iteration 76Q: 3 clusters Score -2.369874e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 132321 members 
Entering Unmasked Estep 
Score: -23698994.000000 Penalty: 5973.237793
	Iteration 77Q: 3 clusters Score -2.369899e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 133354 members 
Entering Unmasked Estep 
Score: -23699174.000000 Penalty: 5973.237793
	Iteration 78Q: 3 clusters Score -2.369917e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 134386 members 
Entering Unmasked Estep 
Score: -23699510.000000 Penalty: 5973.237793
	Iteration 79Q: 3 clusters Score -2.369951e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 135408 members 
Entering Unmasked Estep 
Score: -23699708.000000 Penalty: 5973.237793
	Iteration 80F: 3 clusters Score -2.369971e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 136458 members 
Entering Unmasked Estep 
Score: -23699940.000000 Penalty: 5973.237793
	Iteration 81Q: 3 clusters Score -2.369994e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 137520 members 
Entering Unmasked Estep 
Score: -23700140.000000 Penalty: 5973.237793
	Iteration 82Q: 3 clusters Score -2.370014e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 138609 members 
Entering Unmasked Estep 
Score: -23700520.000000 Penalty: 5973.237793
	Iteration 83Q: 3 clusters Score -2.370052e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 139672 members 
Entering Unmasked Estep 
Score: -23700780.000000 Penalty: 5973.237793
	Iteration 84Q: 3 clusters Score -2.370078e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 140724 members 
Entering Unmasked Estep 
Score: -23701058.000000 Penalty: 5973.237793
	Iteration 85Q: 3 clusters Score -2.370106e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 141744 members 
Entering Unmasked Estep 
Score: -23701346.000000 Penalty: 5973.237793
	Iteration 86Q: 3 clusters Score -2.370135e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 142737 members 
Entering Unmasked Estep 
Score: -23701492.000000 Penalty: 5973.237793
	Iteration 87Q: 3 clusters Score -2.370149e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 143725 members 
Entering Unmasked Estep 
Score: -23701698.000000 Penalty: 5973.237793
	Iteration 88Q: 3 clusters Score -2.37017e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 144750 members 
Entering Unmasked Estep 
Score: -23701940.000000 Penalty: 5973.237793
	Iteration 89Q: 3 clusters Score -2.370194e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 145758 members 
Entering Unmasked Estep 
Score: -23702002.000000 Penalty: 5973.237793
	Iteration 90Q: 3 clusters Score -2.3702e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 146770 members 
Entering Unmasked Estep 
Score: -23702272.000000 Penalty: 5973.237793
	Iteration 91Q: 3 clusters Score -2.370227e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 147766 members 
Entering Unmasked Estep 
Score: -23702572.000000 Penalty: 5973.237793
	Iteration 92Q: 3 clusters Score -2.370257e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 148678 members 
Entering Unmasked Estep 
Score: -23702756.000000 Penalty: 5973.237793
	Iteration 93Q: 3 clusters Score -2.370276e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 149600 members 
Entering Unmasked Estep 
Score: -23703002.000000 Penalty: 5973.237793
	Iteration 94Q: 3 clusters Score -2.3703e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 150529 members 
Entering Unmasked Estep 
Score: -23703330.000000 Penalty: 5973.237793
	Iteration 95Q: 3 clusters Score -2.370333e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 151465 members 
Entering Unmasked Estep 
Score: -23703508.000000 Penalty: 5973.237793
	Iteration 96Q: 3 clusters Score -2.370351e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 152391 members 
Entering Unmasked Estep 
Score: -23703774.000000 Penalty: 5973.237793
	Iteration 97Q: 3 clusters Score -2.370377e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 153283 members 
Entering Unmasked Estep 
Score: -23704030.000000 Penalty: 5973.237793
	Iteration 98Q: 3 clusters Score -2.370403e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 154164 members 
Entering Unmasked Estep 
Score: -23704246.000000 Penalty: 5973.237793
	Iteration 99Q: 3 clusters Score -2.370425e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 155022 members 
Entering Unmasked Estep 
Score: -23704438.000000 Penalty: 5973.237793
	Iteration 100F: 3 clusters Score -2.370444e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 155934 members 
Entering Unmasked Estep 
Score: -23704702.000000 Penalty: 5973.237793
	Iteration 101Q: 3 clusters Score -2.37047e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 156837 members 
Entering Unmasked Estep 
Score: -23704818.000000 Penalty: 5973.237793
	Iteration 102Q: 3 clusters Score -2.370482e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 157709 members 
Entering Unmasked Estep 
Score: -23704844.000000 Penalty: 5973.237793
	Iteration 103Q: 3 clusters Score -2.370484e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 158591 members 
Entering Unmasked Estep 
Score: -23704798.000000 Penalty: 5973.237793
	Iteration 104Q: 3 clusters Score -2.37048e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 159416 members 
Entering Unmasked Estep 
Score: -23704710.000000 Penalty: 5973.237793
	Iteration 105Q: 3 clusters Score -2.370471e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 160231 members 
Entering Unmasked Estep 
Score: -23704732.000000 Penalty: 5973.237793
	Iteration 106Q: 3 clusters Score -2.370473e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 160980 members 
Entering Unmasked Estep 
Score: -23704674.000000 Penalty: 5973.237793
	Iteration 107Q: 3 clusters Score -2.370467e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 161670 members 
Entering Unmasked Estep 
Score: -23704576.000000 Penalty: 5973.237793
	Iteration 108Q: 3 clusters Score -2.370458e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 162288 members 
Entering Unmasked Estep 
Score: -23704456.000000 Penalty: 5973.237793
	Iteration 109Q: 3 clusters Score -2.370446e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 162921 members 
Entering Unmasked Estep 
Score: -23704224.000000 Penalty: 5973.237793
	Iteration 110Q: 3 clusters Score -2.370422e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 163455 members 
Entering Unmasked Estep 
Score: -23704046.000000 Penalty: 5973.237793
	Iteration 111Q: 3 clusters Score -2.370405e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 163944 members 
Entering Unmasked Estep 
Score: -23703858.000000 Penalty: 5973.237793
	Iteration 112Q: 3 clusters Score -2.370386e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 164402 members 
Entering Unmasked Estep 
Score: -23703804.000000 Penalty: 5973.237793
	Iteration 113Q: 3 clusters Score -2.37038e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 164808 members 
Entering Unmasked Estep 
Score: -23703672.000000 Penalty: 5973.237793
	Iteration 114Q: 3 clusters Score -2.370367e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 165194 members 
Entering Unmasked Estep 
Score: -23703524.000000 Penalty: 5973.237793
	Iteration 115Q: 3 clusters Score -2.370352e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 165544 members 
Entering Unmasked Estep 
Score: -23703414.000000 Penalty: 5973.237793
	Iteration 116Q: 3 clusters Score -2.370341e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 165806 members 
Entering Unmasked Estep 
Score: -23703354.000000 Penalty: 5973.237793
	Iteration 117Q: 3 clusters Score -2.370335e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 166032 members 
Entering Unmasked Estep 
Score: -23703256.000000 Penalty: 5973.237793
	Iteration 118Q: 3 clusters Score -2.370326e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 166223 members 
Entering Unmasked Estep 
Score: -23703166.000000 Penalty: 5973.237793
	Iteration 119Q: 3 clusters Score -2.370317e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 166380 members 
Entering Unmasked Estep 
Score: -23703114.000000 Penalty: 5973.237793
	Iteration 120F: 3 clusters Score -2.370311e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 166524 members 
Entering Unmasked Estep 
Score: -23703122.000000 Penalty: 5973.237793
	Iteration 121Q: 3 clusters Score -2.370312e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 166661 members 
Entering Unmasked Estep 
Score: -23703042.000000 Penalty: 5973.237793
	Iteration 122Q: 3 clusters Score -2.370304e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 166786 members 
Entering Unmasked Estep 
Score: -23702998.000000 Penalty: 5973.237793
	Iteration 123Q: 3 clusters Score -2.3703e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 166908 members 
Entering Unmasked Estep 
Score: -23702994.000000 Penalty: 5973.237793
	Iteration 124Q: 3 clusters Score -2.370299e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 167021 members 
Entering Unmasked Estep 
Score: -23702968.000000 Penalty: 5973.237793
	Iteration 125Q: 3 clusters Score -2.370297e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 167118 members 
Entering Unmasked Estep 
Score: -23702936.000000 Penalty: 5973.237793
	Iteration 126Q: 3 clusters Score -2.370294e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 167200 members 
Entering Unmasked Estep 
Score: -23702896.000000 Penalty: 5973.237793
	Iteration 127Q: 3 clusters Score -2.37029e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 167259 members 
Entering Unmasked Estep 
Score: -23702888.000000 Penalty: 5973.237793
	Iteration 128Q: 3 clusters Score -2.370289e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 167315 members 
Entering Unmasked Estep 
Score: -23702880.000000 Penalty: 5973.237793
	Iteration 129Q: 3 clusters Score -2.370288e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 167364 members 
Entering Unmasked Estep 
Score: -23702856.000000 Penalty: 5973.237793
	Iteration 130Q: 3 clusters Score -2.370286e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 167411 members 
Entering Unmasked Estep 
Score: -23702824.000000 Penalty: 5973.237793
	Iteration 131Q: 3 clusters Score -2.370282e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 167452 members 
Entering Unmasked Estep 
Score: -23702814.000000 Penalty: 5973.237793
	Iteration 132Q: 3 clusters Score -2.370281e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 167487 members 
Entering Unmasked Estep 
Score: -23702784.000000 Penalty: 5973.237793
	Iteration 133Q: 3 clusters Score -2.370278e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 167520 members 
Entering Unmasked Estep 
Score: -23702766.000000 Penalty: 5973.237793
	Iteration 134Q: 3 clusters Score -2.370277e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 167550 members 
Entering Unmasked Estep 
Score: -23702762.000000 Penalty: 5973.237793
	Iteration 135Q: 3 clusters Score -2.370276e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 167567 members 
Entering Unmasked Estep 
Score: -23702746.000000 Penalty: 5973.237793
	Iteration 136Q: 3 clusters Score -2.370275e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 167582 members 
Entering Unmasked Estep 
Score: -23702718.000000 Penalty: 5973.237793
	Iteration 137Q: 3 clusters Score -2.370272e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 167597 members 
Entering Unmasked Estep 
Score: -23702718.000000 Penalty: 5973.237793
	Iteration 138Q: 3 clusters Score -2.370272e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 167610 members 
Entering Unmasked Estep 
Score: -23702692.000000 Penalty: 5973.237793
	Iteration 139Q: 3 clusters Score -2.370269e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 167627 members 
Entering Unmasked Estep 
Score: -23702692.000000 Penalty: 5973.237793
	Iteration 140F: 3 clusters Score -2.370269e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 167644 members 
Entering Unmasked Estep 
Score: -23702680.000000 Penalty: 5973.237793
	Iteration 141Q: 3 clusters Score -2.370268e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 167661 members 
Entering Unmasked Estep 
Score: -23702666.000000 Penalty: 5973.237793
	Iteration 142Q: 3 clusters Score -2.370267e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 167672 members 
Entering Unmasked Estep 
Score: -23702660.000000 Penalty: 5973.237793
	Iteration 143Q: 3 clusters Score -2.370266e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 167683 members 
Entering Unmasked Estep 
Score: -23702656.000000 Penalty: 5973.237793
	Iteration 144Q: 3 clusters Score -2.370266e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 167694 members 
Entering Unmasked Estep 
Score: -23702656.000000 Penalty: 5973.237793
	Iteration 145Q: 3 clusters Score -2.370266e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 167700 members 
Entering Unmasked Estep 
Score: -23702644.000000 Penalty: 5973.237793
	Iteration 146Q: 3 clusters Score -2.370264e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 167712 members 
Entering Unmasked Estep 
Score: -23702644.000000 Penalty: 5973.237793
	Iteration 147Q: 3 clusters Score -2.370264e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 167724 members 
Entering Unmasked Estep 
Score: -23702650.000000 Penalty: 5973.237793
	Iteration 148Q: 3 clusters Score -2.370265e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 167737 members 
Entering Unmasked Estep 
Score: -23702662.000000 Penalty: 5973.237793
	Iteration 149Q: 3 clusters Score -2.370266e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 167752 members 
Entering Unmasked Estep 
Score: -23702620.000000 Penalty: 5973.237793
	Iteration 150Q: 3 clusters Score -2.370262e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 167766 members 
Entering Unmasked Estep 
Score: -23702614.000000 Penalty: 5973.237793
	Iteration 151Q: 3 clusters Score -2.370261e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 167776 members 
Entering Unmasked Estep 
Score: -23702598.000000 Penalty: 5973.237793
	Iteration 152Q: 3 clusters Score -2.37026e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 167785 members 
Entering Unmasked Estep 
Score: -23702610.000000 Penalty: 5973.237793
	Iteration 153Q: 3 clusters Score -2.370261e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 167795 members 
Entering Unmasked Estep 
Score: -23702598.000000 Penalty: 5973.237793
	Iteration 154Q: 3 clusters Score -2.37026e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 167802 members 
Entering Unmasked Estep 
Score: -23702594.000000 Penalty: 5973.237793
	Iteration 155Q: 3 clusters Score -2.370259e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 167811 members 
Entering Unmasked Estep 
Score: -23702582.000000 Penalty: 5973.237793
	Iteration 156Q: 3 clusters Score -2.370258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 167816 members 
Entering Unmasked Estep 
Score: -23702594.000000 Penalty: 5973.237793
	Iteration 157Q: 3 clusters Score -2.370259e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 167821 members 
Entering Unmasked Estep 
Score: -23702592.000000 Penalty: 5973.237793
	Iteration 158Q: 3 clusters Score -2.370259e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 167830 members 
Entering Unmasked Estep 
Score: -23702582.000000 Penalty: 5973.237793
	Iteration 159Q: 3 clusters Score -2.370258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 167834 members 
Entering Unmasked Estep 
Score: -23702590.000000 Penalty: 5973.237793
	Iteration 160F: 3 clusters Score -2.370259e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 167839 members 
Entering Unmasked Estep 
Score: -23702570.000000 Penalty: 5973.237793
	Iteration 161Q: 3 clusters Score -2.370257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 167845 members 
Entering Unmasked Estep 
Score: -23702568.000000 Penalty: 5973.237793
	Iteration 162Q: 3 clusters Score -2.370257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 167850 members 
Entering Unmasked Estep 
Score: -23702556.000000 Penalty: 5973.237793
	Iteration 163Q: 3 clusters Score -2.370256e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 167855 members 
Entering Unmasked Estep 
Score: -23702548.000000 Penalty: 5973.237793
	Iteration 164Q: 3 clusters Score -2.370255e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 167860 members 
Entering Unmasked Estep 
Score: -23702532.000000 Penalty: 5973.237793
	Iteration 165Q: 3 clusters Score -2.370253e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 167865 members 
Entering Unmasked Estep 
Score: -23702522.000000 Penalty: 5973.237793
	Iteration 166Q: 3 clusters Score -2.370252e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 167873 members 
Entering Unmasked Estep 
Score: -23702522.000000 Penalty: 5973.237793
	Iteration 167Q: 3 clusters Score -2.370252e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 167883 members 
Entering Unmasked Estep 
Score: -23702538.000000 Penalty: 5973.237793
	Iteration 168Q: 3 clusters Score -2.370254e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 167895 members 
Entering Unmasked Estep 
Score: -23702528.000000 Penalty: 5973.237793
	Iteration 169Q: 3 clusters Score -2.370253e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 167902 members 
Entering Unmasked Estep 
Score: -23702502.000000 Penalty: 5973.237793
	Iteration 170Q: 3 clusters Score -2.37025e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 167909 members 
Entering Unmasked Estep 
Score: -23702510.000000 Penalty: 5973.237793
	Iteration 171Q: 3 clusters Score -2.370251e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 167913 members 
Entering Unmasked Estep 
Score: -23702506.000000 Penalty: 5973.237793
	Iteration 172Q: 3 clusters Score -2.370251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 167918 members 
Entering Unmasked Estep 
Score: -23702504.000000 Penalty: 5973.237793
	Iteration 173Q: 3 clusters Score -2.37025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 167921 members 
Entering Unmasked Estep 
Score: -23702504.000000 Penalty: 5973.237793
	Iteration 174Q: 3 clusters Score -2.37025e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 167922 members 
Entering Unmasked Estep 
Score: -23702502.000000 Penalty: 5973.237793
	Iteration 175Q: 3 clusters Score -2.37025e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 167923 members 
Entering Unmasked Estep 
Score: -23702508.000000 Penalty: 5973.237793
	Iteration 176Q: 3 clusters Score -2.370251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 167925 members 
Entering Unmasked Estep 
Score: -23702504.000000 Penalty: 5973.237793
	Iteration 177Q: 3 clusters Score -2.37025e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 167926 members 
Entering Unmasked Estep 
Score: -23702490.000000 Penalty: 5973.237793
	Iteration 178Q: 3 clusters Score -2.370249e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 167926 members 
Entering Unmasked Estep 
Score: -23702490.000000 Penalty: 5973.237793
	Iteration 179F: 3 clusters Score -2.370249e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Entering Unmasked Estep 
Score: -4633753.500000 Penalty: 2578.128662
	Iteration 0F: 2 clusters Score -4633754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -4611429.500000 Penalty: 5156.257324
	Iteration 0F: 3 clusters Score -4611430 nChanged 14759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -4619548.500000 Penalty: 5156.257324
	Iteration 1F: 3 clusters Score -4619548 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -4620221.000000 Penalty: 5156.257324
	Iteration 2Q: 3 clusters Score -4620221 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -4620990.000000 Penalty: 5156.257324
	Iteration 3F: 3 clusters Score -4620990 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -4622016.000000 Penalty: 5156.257324
	Iteration 4F: 3 clusters Score -4622016 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -4623196.000000 Penalty: 5156.257324
	Iteration 5F: 3 clusters Score -4623196 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -4624643.000000 Penalty: 5156.257324
	Iteration 6F: 3 clusters Score -4624643 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -4626117.500000 Penalty: 5156.257324
	Iteration 7F: 3 clusters Score -4626118 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -4627573.000000 Penalty: 5156.257324
	Iteration 8F: 3 clusters Score -4627573 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -4628794.000000 Penalty: 5156.257324
	Iteration 9F: 3 clusters Score -4628794 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -4629793.000000 Penalty: 5156.257324
	Iteration 10Q: 3 clusters Score -4629793 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -4630617.000000 Penalty: 5156.257324
	Iteration 11Q: 3 clusters Score -4630617 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -4631303.000000 Penalty: 5156.257324
	Iteration 12Q: 3 clusters Score -4631303 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -4631874.000000 Penalty: 5156.257324
	Iteration 13Q: 3 clusters Score -4631874 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -4632269.000000 Penalty: 5156.257324
	Iteration 14Q: 3 clusters Score -4632269 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -4632569.000000 Penalty: 5156.257324
	Iteration 15Q: 3 clusters Score -4632569 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -4632789.000000 Penalty: 5156.257324
	Iteration 16Q: 3 clusters Score -4632789 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -4632961.500000 Penalty: 5156.257324
	Iteration 17Q: 3 clusters Score -4632962 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -4633084.500000 Penalty: 5156.257324
	Iteration 18Q: 3 clusters Score -4633084 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -4633153.500000 Penalty: 5156.257324
	Iteration 19Q: 3 clusters Score -4633154 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -4633182.000000 Penalty: 5156.257324
	Iteration 20F: 3 clusters Score -4633182 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -4633203.000000 Penalty: 5156.257324
	Iteration 21Q: 3 clusters Score -4633203 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -4633216.500000 Penalty: 5156.257324
	Iteration 22Q: 3 clusters Score -4633216 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -4633226.500000 Penalty: 5156.257324
	Iteration 23Q: 3 clusters Score -4633226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -4633235.500000 Penalty: 5156.257324
	Iteration 24Q: 3 clusters Score -4633236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -4633234.000000 Penalty: 5156.257324
	Iteration 25Q: 3 clusters Score -4633234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -4633236.500000 Penalty: 5156.257324
	Iteration 26Q: 3 clusters Score -4633236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -4633236.000000 Penalty: 5156.257324
	Iteration 27Q: 3 clusters Score -4633236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -4633235.500000 Penalty: 5156.257324
	Iteration 28Q: 3 clusters Score -4633236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -4633236.500000 Penalty: 5156.257324
	Iteration 29Q: 3 clusters Score -4633236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -4633236.500000 Penalty: 5156.257324
	Iteration 30F: 3 clusters Score -4633236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -58276.320312 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -58276.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -56837.527344 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -56837.53 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -57268.160156 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -57268.16 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -57571.175781 Penalty: 3092.267822
	Iteration 2F: 3 clusters Score -57571.18 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -57798.773438 Penalty: 3092.267822
	Iteration 3F: 3 clusters Score -57798.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -58047.441406 Penalty: 3092.267822
	Iteration 4F: 3 clusters Score -58047.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -58160.261719 Penalty: 3092.267822
	Iteration 5Q: 3 clusters Score -58160.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -58238.953125 Penalty: 3092.267822
	Iteration 6Q: 3 clusters Score -58238.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -58298.812500 Penalty: 3092.267822
	Iteration 7Q: 3 clusters Score -58298.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -58353.195312 Penalty: 3092.267822
	Iteration 8Q: 3 clusters Score -58353.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -58546.535156 Penalty: 3092.267822
	Iteration 9Q: 3 clusters Score -58546.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -58552.925781 Penalty: 3092.267822
	Iteration 10Q: 3 clusters Score -58552.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -58552.925781 Penalty: 3092.267822
	Iteration 11F: 3 clusters Score -58552.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103477 members 
Mstep: Class 2 contains 35100 members 
Mstep: Class 3 contains 32692 members 
Mstep: Class 4 contains 116244 members 
Mstep: Class 5 contains 46554 members 
Mstep: Class 6 contains 169875 members 
Mstep: Class 7 contains 32718 members 
Mstep: Class 8 contains 148 members 
Mstep: Class 9 contains 68187 members 
Mstep: Class 10 contains 7974 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160922 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24262 members 
Mstep: Class 18 contains 20869 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102281 members 
Mstep: Class 22 contains 8702 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15034 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Mstep: Class 29 contains 362 members 
Entering Unmasked Estep 
Score: -132686664.000000 Penalty: 99075.648438
Splitting cluster 8 changes total score from -132688240.000000 to -132686664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (68187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68187 members 
Entering Unmasked Estep 
Score: -9596883.000000 Penalty: 2760.242432
	Iteration 0F: 2 clusters Score -9596883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33949 members 
Mstep: Class 2 contains 34238 members 
Entering Unmasked Estep 
Score: -9551168.000000 Penalty: 5520.484863
	Iteration 0F: 3 clusters Score -9551168 nChanged 31757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -9568997.000000 Penalty: 5520.484863
	Iteration 1F: 3 clusters Score -9568997 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -9569685.000000 Penalty: 5520.484863
	Iteration 2Q: 3 clusters Score -9569685 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -9570591.000000 Penalty: 5520.484863
	Iteration 3Q: 3 clusters Score -9570591 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 42477 members 
Entering Unmasked Estep 
Score: -9571934.000000 Penalty: 5520.484863
	Iteration 4Q: 3 clusters Score -9571934 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 46356 members 
Entering Unmasked Estep 
Score: -9574488.000000 Penalty: 5520.484863
	Iteration 5F: 3 clusters Score -9574488 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 51547 members 
Entering Unmasked Estep 
Score: -9578928.000000 Penalty: 5520.484863
	Iteration 6F: 3 clusters Score -9578928 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 57293 members 
Entering Unmasked Estep 
Score: -9584771.000000 Penalty: 5520.484863
	Iteration 7F: 3 clusters Score -9584771 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 62111 members 
Entering Unmasked Estep 
Score: -9590234.000000 Penalty: 5520.484863
	Iteration 8F: 3 clusters Score -9590234 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 64849 members 
Entering Unmasked Estep 
Score: -9593220.000000 Penalty: 5520.484863
	Iteration 9Q: 3 clusters Score -9593220 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 66028 members 
Entering Unmasked Estep 
Score: -9594408.000000 Penalty: 5520.484863
	Iteration 10Q: 3 clusters Score -9594408 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 66569 members 
Entering Unmasked Estep 
Score: -9594852.000000 Penalty: 5520.484863
	Iteration 11Q: 3 clusters Score -9594852 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 66823 members 
Entering Unmasked Estep 
Score: -9595024.000000 Penalty: 5520.484863
	Iteration 12Q: 3 clusters Score -9595024 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 66952 members 
Entering Unmasked Estep 
Score: -9595085.000000 Penalty: 5520.484863
	Iteration 13Q: 3 clusters Score -9595085 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 67023 members 
Entering Unmasked Estep 
Score: -9595147.000000 Penalty: 5520.484863
	Iteration 14Q: 3 clusters Score -9595147 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 67069 members 
Entering Unmasked Estep 
Score: -9595157.000000 Penalty: 5520.484863
	Iteration 15Q: 3 clusters Score -9595157 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 67099 members 
Entering Unmasked Estep 
Score: -9595164.000000 Penalty: 5520.484863
	Iteration 16Q: 3 clusters Score -9595164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 67113 members 
Entering Unmasked Estep 
Score: -9595178.000000 Penalty: 5520.484863
	Iteration 17Q: 3 clusters Score -9595178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 67120 members 
Entering Unmasked Estep 
Score: -9595195.000000 Penalty: 5520.484863
	Iteration 18Q: 3 clusters Score -9595195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 67124 members 
Entering Unmasked Estep 
Score: -9595204.000000 Penalty: 5520.484863
	Iteration 19Q: 3 clusters Score -9595204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 67127 members 
Entering Unmasked Estep 
Score: -9595207.000000 Penalty: 5520.484863
	Iteration 20F: 3 clusters Score -9595207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 67135 members 
Entering Unmasked Estep 
Score: -9595206.000000 Penalty: 5520.484863
	Iteration 21Q: 3 clusters Score -9595206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 67140 members 
Entering Unmasked Estep 
Score: -9595203.000000 Penalty: 5520.484863
	Iteration 22Q: 3 clusters Score -9595203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 67144 members 
Entering Unmasked Estep 
Score: -9595202.000000 Penalty: 5520.484863
	Iteration 23Q: 3 clusters Score -9595202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 67148 members 
Entering Unmasked Estep 
Score: -9595199.000000 Penalty: 5520.484863
	Iteration 24Q: 3 clusters Score -9595199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 67152 members 
Entering Unmasked Estep 
Score: -9595204.000000 Penalty: 5520.484863
	Iteration 25Q: 3 clusters Score -9595204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 67156 members 
Entering Unmasked Estep 
Score: -9595199.000000 Penalty: 5520.484863
	Iteration 26Q: 3 clusters Score -9595199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 67158 members 
Entering Unmasked Estep 
Score: -9595207.000000 Penalty: 5520.484863
	Iteration 27Q: 3 clusters Score -9595207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 67160 members 
Entering Unmasked Estep 
Score: -9595198.000000 Penalty: 5520.484863
	Iteration 28Q: 3 clusters Score -9595198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 67163 members 
Entering Unmasked Estep 
Score: -9595207.000000 Penalty: 5520.484863
	Iteration 29Q: 3 clusters Score -9595207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 67167 members 
Entering Unmasked Estep 
Score: -9595219.000000 Penalty: 5520.484863
	Iteration 30Q: 3 clusters Score -9595219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 67166 members 
Entering Unmasked Estep 
Score: -9595214.000000 Penalty: 5520.484863
	Iteration 31Q: 3 clusters Score -9595214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 67166 members 
Entering Unmasked Estep 
Score: -9595214.000000 Penalty: 5520.484863
	Iteration 32F: 3 clusters Score -9595214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Entering Unmasked Estep 
Score: -1078446.125000 Penalty: 2228.017334
	Iteration 0F: 2 clusters Score -1078446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1072123.625000 Penalty: 4456.034668
	Iteration 0F: 3 clusters Score -1072124 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1073883.250000 Penalty: 4456.034668
	Iteration 1F: 3 clusters Score -1073883 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1074155.750000 Penalty: 4456.034668
	Iteration 2F: 3 clusters Score -1074156 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1074371.875000 Penalty: 4456.034668
	Iteration 3F: 3 clusters Score -1074372 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1074555.625000 Penalty: 4456.034668
	Iteration 4Q: 3 clusters Score -1074556 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1074693.625000 Penalty: 4456.034668
	Iteration 5Q: 3 clusters Score -1074694 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1074805.125000 Penalty: 4456.034668
	Iteration 6Q: 3 clusters Score -1074805 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1074881.875000 Penalty: 4456.034668
	Iteration 7Q: 3 clusters Score -1074882 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1074940.375000 Penalty: 4456.034668
	Iteration 8Q: 3 clusters Score -1074940 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1075000.000000 Penalty: 4456.034668
	Iteration 9Q: 3 clusters Score -1075000 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1075059.625000 Penalty: 4456.034668
	Iteration 10Q: 3 clusters Score -1075060 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1075114.750000 Penalty: 4456.034668
	Iteration 11Q: 3 clusters Score -1075115 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1075174.625000 Penalty: 4456.034668
	Iteration 12Q: 3 clusters Score -1075175 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1075249.250000 Penalty: 4456.034668
	Iteration 13Q: 3 clusters Score -1075249 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1075335.875000 Penalty: 4456.034668
	Iteration 14Q: 3 clusters Score -1075336 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1075421.375000 Penalty: 4456.034668
	Iteration 15Q: 3 clusters Score -1075421 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1075528.625000 Penalty: 4456.034668
	Iteration 16Q: 3 clusters Score -1075529 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1075647.125000 Penalty: 4456.034668
	Iteration 17Q: 3 clusters Score -1075647 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1075770.875000 Penalty: 4456.034668
	Iteration 18Q: 3 clusters Score -1075771 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1075900.125000 Penalty: 4456.034668
	Iteration 19Q: 3 clusters Score -1075900 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1076023.000000 Penalty: 4456.034668
	Iteration 20F: 3 clusters Score -1076023 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1076131.375000 Penalty: 4456.034668
	Iteration 21Q: 3 clusters Score -1076131 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1076249.250000 Penalty: 4456.034668
	Iteration 22Q: 3 clusters Score -1076249 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1076356.625000 Penalty: 4456.034668
	Iteration 23Q: 3 clusters Score -1076357 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1076452.750000 Penalty: 4456.034668
	Iteration 24Q: 3 clusters Score -1076453 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1076557.500000 Penalty: 4456.034668
	Iteration 25Q: 3 clusters Score -1076558 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1076657.875000 Penalty: 4456.034668
	Iteration 26Q: 3 clusters Score -1076658 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1076748.250000 Penalty: 4456.034668
	Iteration 27Q: 3 clusters Score -1076748 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1076835.500000 Penalty: 4456.034668
	Iteration 28Q: 3 clusters Score -1076836 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1076895.875000 Penalty: 4456.034668
	Iteration 29Q: 3 clusters Score -1076896 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1076959.125000 Penalty: 4456.034668
	Iteration 30Q: 3 clusters Score -1076959 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1077009.625000 Penalty: 4456.034668
	Iteration 31Q: 3 clusters Score -1077010 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1077053.250000 Penalty: 4456.034668
	Iteration 32Q: 3 clusters Score -1077053 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1077093.000000 Penalty: 4456.034668
	Iteration 33Q: 3 clusters Score -1077093 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1077138.750000 Penalty: 4456.034668
	Iteration 34Q: 3 clusters Score -1077139 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1077199.000000 Penalty: 4456.034668
	Iteration 35Q: 3 clusters Score -1077199 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1077252.500000 Penalty: 4456.034668
	Iteration 36Q: 3 clusters Score -1077252 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1077323.750000 Penalty: 4456.034668
	Iteration 37Q: 3 clusters Score -1077324 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1077405.625000 Penalty: 4456.034668
	Iteration 38Q: 3 clusters Score -1077406 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1077478.125000 Penalty: 4456.034668
	Iteration 39Q: 3 clusters Score -1077478 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1077559.750000 Penalty: 4456.034668
	Iteration 40F: 3 clusters Score -1077560 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1077622.875000 Penalty: 4456.034668
	Iteration 41Q: 3 clusters Score -1077623 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1077656.750000 Penalty: 4456.034668
	Iteration 42Q: 3 clusters Score -1077657 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1077686.875000 Penalty: 4456.034668
	Iteration 43Q: 3 clusters Score -1077687 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1077704.125000 Penalty: 4456.034668
	Iteration 44Q: 3 clusters Score -1077704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1077718.375000 Penalty: 4456.034668
	Iteration 45Q: 3 clusters Score -1077718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1077726.375000 Penalty: 4456.034668
	Iteration 46Q: 3 clusters Score -1077726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1077731.125000 Penalty: 4456.034668
	Iteration 47Q: 3 clusters Score -1077731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1077736.375000 Penalty: 4456.034668
	Iteration 48Q: 3 clusters Score -1077736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1077738.625000 Penalty: 4456.034668
	Iteration 49Q: 3 clusters Score -1077739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1077740.625000 Penalty: 4456.034668
	Iteration 50Q: 3 clusters Score -1077741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1077741.000000 Penalty: 4456.034668
	Iteration 51Q: 3 clusters Score -1077741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1077742.875000 Penalty: 4456.034668
	Iteration 52Q: 3 clusters Score -1077743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1077745.250000 Penalty: 4456.034668
	Iteration 53Q: 3 clusters Score -1077745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1077745.250000 Penalty: 4456.034668
	Iteration 54F: 3 clusters Score -1077745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Entering Unmasked Estep 
Score: -426535.625000 Penalty: 1999.483398
	Iteration 0F: 2 clusters Score -426535.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -423192.718750 Penalty: 3998.966797
	Iteration 0F: 3 clusters Score -423192.7 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -423965.781250 Penalty: 3998.966797
	Iteration 1F: 3 clusters Score -423965.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -424229.687500 Penalty: 3998.966797
	Iteration 2F: 3 clusters Score -424229.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -424426.750000 Penalty: 3998.966797
	Iteration 3F: 3 clusters Score -424426.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -424579.062500 Penalty: 3998.966797
	Iteration 4F: 3 clusters Score -424579.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -424739.718750 Penalty: 3998.966797
	Iteration 5F: 3 clusters Score -424739.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -424866.281250 Penalty: 3998.966797
	Iteration 6Q: 3 clusters Score -424866.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -424945.187500 Penalty: 3998.966797
	Iteration 7Q: 3 clusters Score -424945.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -424991.781250 Penalty: 3998.966797
	Iteration 8Q: 3 clusters Score -424991.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -425036.093750 Penalty: 3998.966797
	Iteration 9Q: 3 clusters Score -425036.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -425066.281250 Penalty: 3998.966797
	Iteration 10Q: 3 clusters Score -425066.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -425094.968750 Penalty: 3998.966797
	Iteration 11Q: 3 clusters Score -425095 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -425121.968750 Penalty: 3998.966797
	Iteration 12Q: 3 clusters Score -425122 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -425144.562500 Penalty: 3998.966797
	Iteration 13Q: 3 clusters Score -425144.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -425165.406250 Penalty: 3998.966797
	Iteration 14Q: 3 clusters Score -425165.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -425178.093750 Penalty: 3998.966797
	Iteration 15Q: 3 clusters Score -425178.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -425188.593750 Penalty: 3998.966797
	Iteration 16Q: 3 clusters Score -425188.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -425191.937500 Penalty: 3998.966797
	Iteration 17Q: 3 clusters Score -425191.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -425194.156250 Penalty: 3998.966797
	Iteration 18Q: 3 clusters Score -425194.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -425194.156250 Penalty: 3998.966797
	Iteration 19F: 3 clusters Score -425194.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Entering Unmasked Estep 
Score: -549223.187500 Penalty: 2055.867920
	Iteration 0F: 2 clusters Score -549223.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -545297.312500 Penalty: 4111.735840
	Iteration 0F: 3 clusters Score -545297.3 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -546138.125000 Penalty: 4111.735840
	Iteration 1F: 3 clusters Score -546138.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -546328.250000 Penalty: 4111.735840
	Iteration 2F: 3 clusters Score -546328.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -546448.937500 Penalty: 4111.735840
	Iteration 3F: 3 clusters Score -546448.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -546563.062500 Penalty: 4111.735840
	Iteration 4Q: 3 clusters Score -546563.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -546684.062500 Penalty: 4111.735840
	Iteration 5Q: 3 clusters Score -546684.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -546824.250000 Penalty: 4111.735840
	Iteration 6Q: 3 clusters Score -546824.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -546957.250000 Penalty: 4111.735840
	Iteration 7Q: 3 clusters Score -546957.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -547093.875000 Penalty: 4111.735840
	Iteration 8Q: 3 clusters Score -547093.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -547213.437500 Penalty: 4111.735840
	Iteration 9Q: 3 clusters Score -547213.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -547318.125000 Penalty: 4111.735840
	Iteration 10Q: 3 clusters Score -547318.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -547395.312500 Penalty: 4111.735840
	Iteration 11Q: 3 clusters Score -547395.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -547459.312500 Penalty: 4111.735840
	Iteration 12Q: 3 clusters Score -547459.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -547515.062500 Penalty: 4111.735840
	Iteration 13Q: 3 clusters Score -547515.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -547564.812500 Penalty: 4111.735840
	Iteration 14Q: 3 clusters Score -547564.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -547606.125000 Penalty: 4111.735840
	Iteration 15Q: 3 clusters Score -547606.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -547649.125000 Penalty: 4111.735840
	Iteration 16Q: 3 clusters Score -547649.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -547709.375000 Penalty: 4111.735840
	Iteration 17Q: 3 clusters Score -547709.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -547782.687500 Penalty: 4111.735840
	Iteration 18Q: 3 clusters Score -547782.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -547842.625000 Penalty: 4111.735840
	Iteration 19Q: 3 clusters Score -547842.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -547914.812500 Penalty: 4111.735840
	Iteration 20F: 3 clusters Score -547914.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -548005.312500 Penalty: 4111.735840
	Iteration 21Q: 3 clusters Score -548005.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -548137.250000 Penalty: 4111.735840
	Iteration 22Q: 3 clusters Score -548137.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -548294.500000 Penalty: 4111.735840
	Iteration 23Q: 3 clusters Score -548294.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -548443.312500 Penalty: 4111.735840
	Iteration 24Q: 3 clusters Score -548443.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -548552.125000 Penalty: 4111.735840
	Iteration 25Q: 3 clusters Score -548552.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -548614.875000 Penalty: 4111.735840
	Iteration 26Q: 3 clusters Score -548614.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -548652.812500 Penalty: 4111.735840
	Iteration 27Q: 3 clusters Score -548652.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -548671.687500 Penalty: 4111.735840
	Iteration 28Q: 3 clusters Score -548671.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -548685.250000 Penalty: 4111.735840
	Iteration 29Q: 3 clusters Score -548685.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -548694.125000 Penalty: 4111.735840
	Iteration 30Q: 3 clusters Score -548694.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -548701.375000 Penalty: 4111.735840
	Iteration 31Q: 3 clusters Score -548701.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -548705.625000 Penalty: 4111.735840
	Iteration 32Q: 3 clusters Score -548705.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -548706.812500 Penalty: 4111.735840
	Iteration 33Q: 3 clusters Score -548706.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -548708.562500 Penalty: 4111.735840
	Iteration 34Q: 3 clusters Score -548708.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -548709.375000 Penalty: 4111.735840
	Iteration 35Q: 3 clusters Score -548709.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -548712.812500 Penalty: 4111.735840
	Iteration 36Q: 3 clusters Score -548712.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -548714.750000 Penalty: 4111.735840
	Iteration 37Q: 3 clusters Score -548714.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -548716.437500 Penalty: 4111.735840
	Iteration 38Q: 3 clusters Score -548716.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -548720.250000 Penalty: 4111.735840
	Iteration 39Q: 3 clusters Score -548720.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -548722.687500 Penalty: 4111.735840
	Iteration 40F: 3 clusters Score -548722.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -548724.875000 Penalty: 4111.735840
	Iteration 41Q: 3 clusters Score -548724.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -548724.875000 Penalty: 4111.735840
	Iteration 42F: 3 clusters Score -548724.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (160922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160922 members 
Entering Unmasked Estep 
Score: -22476502.000000 Penalty: 2973.191406
	Iteration 0F: 2 clusters Score -2.24765e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80312 members 
Mstep: Class 2 contains 80610 members 
Entering Unmasked Estep 
Score: -22371926.000000 Penalty: 5946.382812
	Iteration 0F: 3 clusters Score -2.237193e+07 nChanged 76756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77540 members 
Mstep: Class 2 contains 83382 members 
Entering Unmasked Estep 
Score: -22416426.000000 Penalty: 5946.382812
	Iteration 1F: 3 clusters Score -2.241643e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75852 members 
Mstep: Class 2 contains 85070 members 
Entering Unmasked Estep 
Score: -22417248.000000 Penalty: 5946.382812
	Iteration 2Q: 3 clusters Score -2.241725e+07 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73275 members 
Mstep: Class 2 contains 87647 members 
Entering Unmasked Estep 
Score: -22418478.000000 Penalty: 5946.382812
	Iteration 3Q: 3 clusters Score -2.241848e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69355 members 
Mstep: Class 2 contains 91567 members 
Entering Unmasked Estep 
Score: -22420258.000000 Penalty: 5946.382812
	Iteration 4Q: 3 clusters Score -2.242026e+07 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63620 members 
Mstep: Class 2 contains 97302 members 
Entering Unmasked Estep 
Score: -22422900.000000 Penalty: 5946.382812
	Iteration 5Q: 3 clusters Score -2.24229e+07 nChanged 8854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55420 members 
Mstep: Class 2 contains 105502 members 
Entering Unmasked Estep 
Score: -22427426.000000 Penalty: 5946.382812
	Iteration 6F: 3 clusters Score -2.242743e+07 nChanged 11105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 116303 members 
Entering Unmasked Estep 
Score: -22434968.000000 Penalty: 5946.382812
	Iteration 7F: 3 clusters Score -2.243497e+07 nChanged 12910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 129065 members 
Entering Unmasked Estep 
Score: -22445738.000000 Penalty: 5946.382812
	Iteration 8F: 3 clusters Score -2.244574e+07 nChanged 12143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 141148 members 
Entering Unmasked Estep 
Score: -22456754.000000 Penalty: 5946.382812
	Iteration 9F: 3 clusters Score -2.245675e+07 nChanged 9188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 150302 members 
Entering Unmasked Estep 
Score: -22465370.000000 Penalty: 5946.382812
	Iteration 10F: 3 clusters Score -2.246537e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 155707 members 
Entering Unmasked Estep 
Score: -22470478.000000 Penalty: 5946.382812
	Iteration 11Q: 3 clusters Score -2.247048e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 158289 members 
Entering Unmasked Estep 
Score: -22472526.000000 Penalty: 5946.382812
	Iteration 12Q: 3 clusters Score -2.247253e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 159387 members 
Entering Unmasked Estep 
Score: -22473334.000000 Penalty: 5946.382812
	Iteration 13Q: 3 clusters Score -2.247333e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 159863 members 
Entering Unmasked Estep 
Score: -22473658.000000 Penalty: 5946.382812
	Iteration 14Q: 3 clusters Score -2.247366e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 160059 members 
Entering Unmasked Estep 
Score: -22473748.000000 Penalty: 5946.382812
	Iteration 15Q: 3 clusters Score -2.247375e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 160160 members 
Entering Unmasked Estep 
Score: -22473818.000000 Penalty: 5946.382812
	Iteration 16Q: 3 clusters Score -2.247382e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 160236 members 
Entering Unmasked Estep 
Score: -22473900.000000 Penalty: 5946.382812
	Iteration 17Q: 3 clusters Score -2.24739e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 160292 members 
Entering Unmasked Estep 
Score: -22473958.000000 Penalty: 5946.382812
	Iteration 18Q: 3 clusters Score -2.247396e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 160321 members 
Entering Unmasked Estep 
Score: -22473998.000000 Penalty: 5946.382812
	Iteration 19Q: 3 clusters Score -2.2474e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 160338 members 
Entering Unmasked Estep 
Score: -22474016.000000 Penalty: 5946.382812
	Iteration 20F: 3 clusters Score -2.247402e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 160348 members 
Entering Unmasked Estep 
Score: -22474038.000000 Penalty: 5946.382812
	Iteration 21Q: 3 clusters Score -2.247404e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 160357 members 
Entering Unmasked Estep 
Score: -22474044.000000 Penalty: 5946.382812
	Iteration 22Q: 3 clusters Score -2.247404e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 160365 members 
Entering Unmasked Estep 
Score: -22474058.000000 Penalty: 5946.382812
	Iteration 23Q: 3 clusters Score -2.247406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 160374 members 
Entering Unmasked Estep 
Score: -22474086.000000 Penalty: 5946.382812
	Iteration 24Q: 3 clusters Score -2.247409e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 160380 members 
Entering Unmasked Estep 
Score: -22474090.000000 Penalty: 5946.382812
	Iteration 25Q: 3 clusters Score -2.247409e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 160388 members 
Entering Unmasked Estep 
Score: -22474098.000000 Penalty: 5946.382812
	Iteration 26Q: 3 clusters Score -2.24741e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 160392 members 
Entering Unmasked Estep 
Score: -22474094.000000 Penalty: 5946.382812
	Iteration 27Q: 3 clusters Score -2.247409e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 160395 members 
Entering Unmasked Estep 
Score: -22474110.000000 Penalty: 5946.382812
	Iteration 28Q: 3 clusters Score -2.247411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 160397 members 
Entering Unmasked Estep 
Score: -22474106.000000 Penalty: 5946.382812
	Iteration 29Q: 3 clusters Score -2.247411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 160399 members 
Entering Unmasked Estep 
Score: -22474100.000000 Penalty: 5946.382812
	Iteration 30Q: 3 clusters Score -2.24741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 160401 members 
Entering Unmasked Estep 
Score: -22474094.000000 Penalty: 5946.382812
	Iteration 31Q: 3 clusters Score -2.247409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 160402 members 
Entering Unmasked Estep 
Score: -22474090.000000 Penalty: 5946.382812
	Iteration 32Q: 3 clusters Score -2.247409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 160400 members 
Entering Unmasked Estep 
Score: -22474094.000000 Penalty: 5946.382812
	Iteration 33Q: 3 clusters Score -2.247409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 160400 members 
Entering Unmasked Estep 
Score: -22474092.000000 Penalty: 5946.382812
	Iteration 34Q: 3 clusters Score -2.247409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 160401 members 
Entering Unmasked Estep 
Score: -22474090.000000 Penalty: 5946.382812
	Iteration 35Q: 3 clusters Score -2.247409e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 160401 members 
Entering Unmasked Estep 
Score: -22474090.000000 Penalty: 5946.382812
	Iteration 36F: 3 clusters Score -2.247409e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -76052.375000 Penalty: 1586.851562
	Iteration 0F: 2 clusters Score -76052.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -74490.187500 Penalty: 3173.703125
	Iteration 0F: 3 clusters Score -74490.19 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -74738.656250 Penalty: 3173.703125
	Iteration 1F: 3 clusters Score -74738.66 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -74830.976562 Penalty: 3173.703125
	Iteration 2F: 3 clusters Score -74830.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -74899.710938 Penalty: 3173.703125
	Iteration 3Q: 3 clusters Score -74899.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -74961.867188 Penalty: 3173.703125
	Iteration 4Q: 3 clusters Score -74961.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -75005.406250 Penalty: 3173.703125
	Iteration 5Q: 3 clusters Score -75005.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -75021.789062 Penalty: 3173.703125
	Iteration 6Q: 3 clusters Score -75021.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -75038.367188 Penalty: 3173.703125
	Iteration 7Q: 3 clusters Score -75038.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -75053.359375 Penalty: 3173.703125
	Iteration 8Q: 3 clusters Score -75053.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -75058.882812 Penalty: 3173.703125
	Iteration 9Q: 3 clusters Score -75058.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -75059.539062 Penalty: 3173.703125
	Iteration 10Q: 3 clusters Score -75059.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -75059.539062 Penalty: 3173.703125
	Iteration 11F: 3 clusters Score -75059.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Entering Unmasked Estep 
Score: -281378.843750 Penalty: 1884.651611
	Iteration 0F: 2 clusters Score -281378.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -278773.093750 Penalty: 3769.303223
	Iteration 0F: 3 clusters Score -278773.1 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -279183.125000 Penalty: 3769.303223
	Iteration 1F: 3 clusters Score -279183.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -279308.875000 Penalty: 3769.303223
	Iteration 2F: 3 clusters Score -279308.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -279373.031250 Penalty: 3769.303223
	Iteration 3Q: 3 clusters Score -279373 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -279405.218750 Penalty: 3769.303223
	Iteration 4Q: 3 clusters Score -279405.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -279436.687500 Penalty: 3769.303223
	Iteration 5Q: 3 clusters Score -279436.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -279460.968750 Penalty: 3769.303223
	Iteration 6Q: 3 clusters Score -279461 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -279491.937500 Penalty: 3769.303223
	Iteration 7Q: 3 clusters Score -279491.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -279512.562500 Penalty: 3769.303223
	Iteration 8Q: 3 clusters Score -279512.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -279521.968750 Penalty: 3769.303223
	Iteration 9Q: 3 clusters Score -279522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -279527.343750 Penalty: 3769.303223
	Iteration 10Q: 3 clusters Score -279527.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -279530.406250 Penalty: 3769.303223
	Iteration 11Q: 3 clusters Score -279530.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -279531.343750 Penalty: 3769.303223
	Iteration 12Q: 3 clusters Score -279531.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -279532.156250 Penalty: 3769.303223
	Iteration 13Q: 3 clusters Score -279532.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -279534.125000 Penalty: 3769.303223
	Iteration 14Q: 3 clusters Score -279534.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -279539.500000 Penalty: 3769.303223
	Iteration 15Q: 3 clusters Score -279539.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -279546.812500 Penalty: 3769.303223
	Iteration 16Q: 3 clusters Score -279546.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -279553.343750 Penalty: 3769.303223
	Iteration 17Q: 3 clusters Score -279553.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -279557.656250 Penalty: 3769.303223
	Iteration 18Q: 3 clusters Score -279557.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -279558.656250 Penalty: 3769.303223
	Iteration 19Q: 3 clusters Score -279558.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -279559.343750 Penalty: 3769.303223
	Iteration 20F: 3 clusters Score -279559.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -279561.093750 Penalty: 3769.303223
	Iteration 21Q: 3 clusters Score -279561.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -279562.843750 Penalty: 3769.303223
	Iteration 22Q: 3 clusters Score -279562.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -279564.531250 Penalty: 3769.303223
	Iteration 23Q: 3 clusters Score -279564.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -279566.718750 Penalty: 3769.303223
	Iteration 24Q: 3 clusters Score -279566.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -279567.937500 Penalty: 3769.303223
	Iteration 25Q: 3 clusters Score -279567.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -279571.406250 Penalty: 3769.303223
	Iteration 26Q: 3 clusters Score -279571.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -279578.125000 Penalty: 3769.303223
	Iteration 27Q: 3 clusters Score -279578.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -279581.281250 Penalty: 3769.303223
	Iteration 28Q: 3 clusters Score -279581.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -279585.843750 Penalty: 3769.303223
	Iteration 29Q: 3 clusters Score -279585.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -279591.093750 Penalty: 3769.303223
	Iteration 30Q: 3 clusters Score -279591.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -279597.468750 Penalty: 3769.303223
	Iteration 31Q: 3 clusters Score -279597.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -279600.968750 Penalty: 3769.303223
	Iteration 32Q: 3 clusters Score -279601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -279603.843750 Penalty: 3769.303223
	Iteration 33Q: 3 clusters Score -279603.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -279604.312500 Penalty: 3769.303223
	Iteration 34Q: 3 clusters Score -279604.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -279605.250000 Penalty: 3769.303223
	Iteration 35Q: 3 clusters Score -279605.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -279605.250000 Penalty: 3769.303223
	Iteration 36F: 3 clusters Score -279605.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -97046.203125 Penalty: 1674.852661
	Iteration 0F: 2 clusters Score -97046.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -95316.742188 Penalty: 3349.705322
	Iteration 0F: 3 clusters Score -95316.74 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -95857.210938 Penalty: 3349.705322
	Iteration 1F: 3 clusters Score -95857.21 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -96216.875000 Penalty: 3349.705322
	Iteration 2F: 3 clusters Score -96216.88 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -96562.445312 Penalty: 3349.705322
	Iteration 3F: 3 clusters Score -96562.45 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -96847.250000 Penalty: 3349.705322
	Iteration 4F: 3 clusters Score -96847.25 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -97356.390625 Penalty: 3349.705322
	Iteration 5F: 3 clusters Score -97356.39 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -97553.953125 Penalty: 3349.705322
	Iteration 6Q: 3 clusters Score -97553.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -97639.882812 Penalty: 3349.705322
	Iteration 7Q: 3 clusters Score -97639.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -97688.109375 Penalty: 3349.705322
	Iteration 8Q: 3 clusters Score -97688.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -97706.085938 Penalty: 3349.705322
	Iteration 9Q: 3 clusters Score -97706.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -97717.804688 Penalty: 3349.705322
	Iteration 10Q: 3 clusters Score -97717.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -97746.171875 Penalty: 3349.705322
	Iteration 11Q: 3 clusters Score -97746.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -97770.210938 Penalty: 3349.705322
	Iteration 12Q: 3 clusters Score -97770.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -97796.484375 Penalty: 3349.705322
	Iteration 13Q: 3 clusters Score -97796.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -97886.734375 Penalty: 3349.705322
	Iteration 14Q: 3 clusters Score -97886.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -97986.390625 Penalty: 3349.705322
	Iteration 15Q: 3 clusters Score -97986.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -98063.210938 Penalty: 3349.705322
	Iteration 16Q: 3 clusters Score -98063.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -98128.554688 Penalty: 3349.705322
	Iteration 17Q: 3 clusters Score -98128.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -98174.945312 Penalty: 3349.705322
	Iteration 18Q: 3 clusters Score -98174.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -98178.632812 Penalty: 3349.705322
	Iteration 19Q: 3 clusters Score -98178.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -98183.546875 Penalty: 3349.705322
	Iteration 20F: 3 clusters Score -98183.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -98188.898438 Penalty: 3349.705322
	Iteration 21Q: 3 clusters Score -98188.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -98188.898438 Penalty: 3349.705322
	Iteration 22F: 3 clusters Score -98188.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103477 members 
Mstep: Class 2 contains 35100 members 
Mstep: Class 3 contains 32692 members 
Mstep: Class 4 contains 116244 members 
Mstep: Class 5 contains 46554 members 
Mstep: Class 6 contains 169875 members 
Mstep: Class 7 contains 32718 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68187 members 
Mstep: Class 10 contains 7974 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160922 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 551 members 
Mstep: Class 17 contains 24262 members 
Mstep: Class 18 contains 20869 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102281 members 
Mstep: Class 22 contains 8702 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15034 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Mstep: Class 29 contains 306 members 
Entering Unmasked Estep 
Score: -132687544.000000 Penalty: 99075.648438
Splitting cluster 16 changes total score from -132688240.000000 to -132687544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (24262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Entering Unmasked Estep 
Score: -3447232.500000 Penalty: 2503.973145
	Iteration 0F: 2 clusters Score -3447232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -3430535.250000 Penalty: 5007.946289
	Iteration 0F: 3 clusters Score -3430535 nChanged 10707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -3436378.500000 Penalty: 5007.946289
	Iteration 1F: 3 clusters Score -3436378 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -3436871.000000 Penalty: 5007.946289
	Iteration 2F: 3 clusters Score -3436871 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -3437285.000000 Penalty: 5007.946289
	Iteration 3Q: 3 clusters Score -3437285 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -3437714.500000 Penalty: 5007.946289
	Iteration 4Q: 3 clusters Score -3437714 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -3438153.750000 Penalty: 5007.946289
	Iteration 5Q: 3 clusters Score -3438154 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -3438658.500000 Penalty: 5007.946289
	Iteration 6Q: 3 clusters Score -3438658 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -3439258.000000 Penalty: 5007.946289
	Iteration 7Q: 3 clusters Score -3439258 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -3440023.500000 Penalty: 5007.946289
	Iteration 8Q: 3 clusters Score -3440024 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -3440818.000000 Penalty: 5007.946289
	Iteration 9Q: 3 clusters Score -3440818 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -3441476.250000 Penalty: 5007.946289
	Iteration 10Q: 3 clusters Score -3441476 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -3441911.750000 Penalty: 5007.946289
	Iteration 11Q: 3 clusters Score -3441912 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -3442133.750000 Penalty: 5007.946289
	Iteration 12Q: 3 clusters Score -3442134 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -3442239.500000 Penalty: 5007.946289
	Iteration 13Q: 3 clusters Score -3442240 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -3442336.000000 Penalty: 5007.946289
	Iteration 14Q: 3 clusters Score -3442336 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -3442406.500000 Penalty: 5007.946289
	Iteration 15Q: 3 clusters Score -3442406 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -3442516.750000 Penalty: 5007.946289
	Iteration 16Q: 3 clusters Score -3442517 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -3442651.500000 Penalty: 5007.946289
	Iteration 17Q: 3 clusters Score -3442652 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -3442831.000000 Penalty: 5007.946289
	Iteration 18Q: 3 clusters Score -3442831 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -3443057.750000 Penalty: 5007.946289
	Iteration 19Q: 3 clusters Score -3443058 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -3443286.500000 Penalty: 5007.946289
	Iteration 20F: 3 clusters Score -3443286 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -3443513.500000 Penalty: 5007.946289
	Iteration 21Q: 3 clusters Score -3443514 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -3443737.500000 Penalty: 5007.946289
	Iteration 22Q: 3 clusters Score -3443738 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -3443876.000000 Penalty: 5007.946289
	Iteration 23Q: 3 clusters Score -3443876 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -3443983.750000 Penalty: 5007.946289
	Iteration 24Q: 3 clusters Score -3443984 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -3444069.000000 Penalty: 5007.946289
	Iteration 25Q: 3 clusters Score -3444069 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -3444124.000000 Penalty: 5007.946289
	Iteration 26Q: 3 clusters Score -3444124 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -3444159.000000 Penalty: 5007.946289
	Iteration 27Q: 3 clusters Score -3444159 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -3444195.750000 Penalty: 5007.946289
	Iteration 28Q: 3 clusters Score -3444196 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -3444206.750000 Penalty: 5007.946289
	Iteration 29Q: 3 clusters Score -3444207 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -3444232.500000 Penalty: 5007.946289
	Iteration 30Q: 3 clusters Score -3444232 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -3444238.000000 Penalty: 5007.946289
	Iteration 31Q: 3 clusters Score -3444238 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -3444233.500000 Penalty: 5007.946289
	Iteration 32Q: 3 clusters Score -3444234 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -3444245.000000 Penalty: 5007.946289
	Iteration 33Q: 3 clusters Score -3444245 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -3444255.250000 Penalty: 5007.946289
	Iteration 34Q: 3 clusters Score -3444255 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -3444255.000000 Penalty: 5007.946289
	Iteration 35Q: 3 clusters Score -3444255 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -3444264.250000 Penalty: 5007.946289
	Iteration 36Q: 3 clusters Score -3444264 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -3444283.000000 Penalty: 5007.946289
	Iteration 37Q: 3 clusters Score -3444283 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -3444287.500000 Penalty: 5007.946289
	Iteration 38Q: 3 clusters Score -3444288 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -3444308.000000 Penalty: 5007.946289
	Iteration 39Q: 3 clusters Score -3444308 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -3444335.250000 Penalty: 5007.946289
	Iteration 40F: 3 clusters Score -3444335 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -3444365.500000 Penalty: 5007.946289
	Iteration 41Q: 3 clusters Score -3444366 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -3444389.000000 Penalty: 5007.946289
	Iteration 42Q: 3 clusters Score -3444389 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -3444424.750000 Penalty: 5007.946289
	Iteration 43Q: 3 clusters Score -3444425 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -3444481.000000 Penalty: 5007.946289
	Iteration 44Q: 3 clusters Score -3444481 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -3444543.750000 Penalty: 5007.946289
	Iteration 45Q: 3 clusters Score -3444544 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -3444624.750000 Penalty: 5007.946289
	Iteration 46Q: 3 clusters Score -3444625 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -3444691.750000 Penalty: 5007.946289
	Iteration 47Q: 3 clusters Score -3444692 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -3444816.750000 Penalty: 5007.946289
	Iteration 48Q: 3 clusters Score -3444817 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -3444925.500000 Penalty: 5007.946289
	Iteration 49Q: 3 clusters Score -3444926 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -3445017.250000 Penalty: 5007.946289
	Iteration 50Q: 3 clusters Score -3445017 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -3445079.250000 Penalty: 5007.946289
	Iteration 51Q: 3 clusters Score -3445079 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -3445125.750000 Penalty: 5007.946289
	Iteration 52Q: 3 clusters Score -3445126 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -3445172.500000 Penalty: 5007.946289
	Iteration 53Q: 3 clusters Score -3445172 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -3445190.750000 Penalty: 5007.946289
	Iteration 54Q: 3 clusters Score -3445191 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -3445200.500000 Penalty: 5007.946289
	Iteration 55Q: 3 clusters Score -3445200 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -3445209.000000 Penalty: 5007.946289
	Iteration 56Q: 3 clusters Score -3445209 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -3445216.750000 Penalty: 5007.946289
	Iteration 57Q: 3 clusters Score -3445217 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -3445229.000000 Penalty: 5007.946289
	Iteration 58Q: 3 clusters Score -3445229 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -3445249.750000 Penalty: 5007.946289
	Iteration 59Q: 3 clusters Score -3445250 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -3445250.000000 Penalty: 5007.946289
	Iteration 60F: 3 clusters Score -3445250 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -3445262.750000 Penalty: 5007.946289
	Iteration 61Q: 3 clusters Score -3445263 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -3445266.000000 Penalty: 5007.946289
	Iteration 62Q: 3 clusters Score -3445266 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -3445274.250000 Penalty: 5007.946289
	Iteration 63Q: 3 clusters Score -3445274 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -3445275.750000 Penalty: 5007.946289
	Iteration 64Q: 3 clusters Score -3445276 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -3445274.000000 Penalty: 5007.946289
	Iteration 65Q: 3 clusters Score -3445274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -3445270.500000 Penalty: 5007.946289
	Iteration 66Q: 3 clusters Score -3445270 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -3445278.000000 Penalty: 5007.946289
	Iteration 67Q: 3 clusters Score -3445278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -3445281.000000 Penalty: 5007.946289
	Iteration 68Q: 3 clusters Score -3445281 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -3445282.000000 Penalty: 5007.946289
	Iteration 69Q: 3 clusters Score -3445282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -3445278.250000 Penalty: 5007.946289
	Iteration 70Q: 3 clusters Score -3445278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -3445283.000000 Penalty: 5007.946289
	Iteration 71Q: 3 clusters Score -3445283 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -3445284.750000 Penalty: 5007.946289
	Iteration 72Q: 3 clusters Score -3445285 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -3445286.750000 Penalty: 5007.946289
	Iteration 73Q: 3 clusters Score -3445287 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -3445291.000000 Penalty: 5007.946289
	Iteration 74Q: 3 clusters Score -3445291 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -3445287.750000 Penalty: 5007.946289
	Iteration 75Q: 3 clusters Score -3445288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -3445287.000000 Penalty: 5007.946289
	Iteration 76Q: 3 clusters Score -3445287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -3445291.250000 Penalty: 5007.946289
	Iteration 77Q: 3 clusters Score -3445291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -3445294.000000 Penalty: 5007.946289
	Iteration 78Q: 3 clusters Score -3445294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -3445305.750000 Penalty: 5007.946289
	Iteration 79Q: 3 clusters Score -3445306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -3445296.500000 Penalty: 5007.946289
	Iteration 80F: 3 clusters Score -3445296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -3445296.500000 Penalty: 5007.946289
	Iteration 81Q: 3 clusters Score -3445296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -3445298.000000 Penalty: 5007.946289
	Iteration 82Q: 3 clusters Score -3445298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -3445301.000000 Penalty: 5007.946289
	Iteration 83Q: 3 clusters Score -3445301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -3445298.750000 Penalty: 5007.946289
	Iteration 84Q: 3 clusters Score -3445299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -3445299.000000 Penalty: 5007.946289
	Iteration 85Q: 3 clusters Score -3445299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -3445301.250000 Penalty: 5007.946289
	Iteration 86Q: 3 clusters Score -3445301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -3445298.750000 Penalty: 5007.946289
	Iteration 87Q: 3 clusters Score -3445299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -3445303.000000 Penalty: 5007.946289
	Iteration 88Q: 3 clusters Score -3445303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -3445303.000000 Penalty: 5007.946289
	Iteration 89Q: 3 clusters Score -3445303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -3445303.250000 Penalty: 5007.946289
	Iteration 90Q: 3 clusters Score -3445303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -3445307.250000 Penalty: 5007.946289
	Iteration 91Q: 3 clusters Score -3445307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -3445306.750000 Penalty: 5007.946289
	Iteration 92Q: 3 clusters Score -3445307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -3445308.750000 Penalty: 5007.946289
	Iteration 93Q: 3 clusters Score -3445309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -3445308.000000 Penalty: 5007.946289
	Iteration 94Q: 3 clusters Score -3445308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -3445304.750000 Penalty: 5007.946289
	Iteration 95Q: 3 clusters Score -3445305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -3445304.500000 Penalty: 5007.946289
	Iteration 96Q: 3 clusters Score -3445304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -3445303.000000 Penalty: 5007.946289
	Iteration 97Q: 3 clusters Score -3445303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -3445303.000000 Penalty: 5007.946289
	Iteration 98F: 3 clusters Score -3445303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Entering Unmasked Estep 
Score: -2944231.750000 Penalty: 2466.613037
	Iteration 0F: 2 clusters Score -2944232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -2929626.000000 Penalty: 4933.226074
	Iteration 0F: 3 clusters Score -2929626 nChanged 9200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -2934491.750000 Penalty: 4933.226074
	Iteration 1F: 3 clusters Score -2934492 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -2934863.000000 Penalty: 4933.226074
	Iteration 2F: 3 clusters Score -2934863 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2935140.750000 Penalty: 4933.226074
	Iteration 3Q: 3 clusters Score -2935141 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -2935349.250000 Penalty: 4933.226074
	Iteration 4Q: 3 clusters Score -2935349 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2935542.250000 Penalty: 4933.226074
	Iteration 5Q: 3 clusters Score -2935542 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2935723.000000 Penalty: 4933.226074
	Iteration 6Q: 3 clusters Score -2935723 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -2935876.500000 Penalty: 4933.226074
	Iteration 7Q: 3 clusters Score -2935876 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2936048.000000 Penalty: 4933.226074
	Iteration 8Q: 3 clusters Score -2936048 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2936238.000000 Penalty: 4933.226074
	Iteration 9Q: 3 clusters Score -2936238 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -2936463.000000 Penalty: 4933.226074
	Iteration 10Q: 3 clusters Score -2936463 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -2936691.000000 Penalty: 4933.226074
	Iteration 11Q: 3 clusters Score -2936691 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2936970.500000 Penalty: 4933.226074
	Iteration 12Q: 3 clusters Score -2936970 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2937288.500000 Penalty: 4933.226074
	Iteration 13Q: 3 clusters Score -2937288 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2937637.250000 Penalty: 4933.226074
	Iteration 14Q: 3 clusters Score -2937637 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2938048.500000 Penalty: 4933.226074
	Iteration 15Q: 3 clusters Score -2938048 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2938440.000000 Penalty: 4933.226074
	Iteration 16Q: 3 clusters Score -2938440 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -2938789.250000 Penalty: 4933.226074
	Iteration 17Q: 3 clusters Score -2938789 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2939013.250000 Penalty: 4933.226074
	Iteration 18Q: 3 clusters Score -2939013 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2939173.750000 Penalty: 4933.226074
	Iteration 19Q: 3 clusters Score -2939174 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2939281.250000 Penalty: 4933.226074
	Iteration 20F: 3 clusters Score -2939281 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -2939328.500000 Penalty: 4933.226074
	Iteration 21Q: 3 clusters Score -2939328 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2939377.250000 Penalty: 4933.226074
	Iteration 22Q: 3 clusters Score -2939377 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -2939426.750000 Penalty: 4933.226074
	Iteration 23Q: 3 clusters Score -2939427 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2939465.500000 Penalty: 4933.226074
	Iteration 24Q: 3 clusters Score -2939466 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -2939497.750000 Penalty: 4933.226074
	Iteration 25Q: 3 clusters Score -2939498 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -2939547.000000 Penalty: 4933.226074
	Iteration 26Q: 3 clusters Score -2939547 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -2939604.250000 Penalty: 4933.226074
	Iteration 27Q: 3 clusters Score -2939604 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -2939669.500000 Penalty: 4933.226074
	Iteration 28Q: 3 clusters Score -2939670 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2939730.750000 Penalty: 4933.226074
	Iteration 29Q: 3 clusters Score -2939731 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -2939801.250000 Penalty: 4933.226074
	Iteration 30Q: 3 clusters Score -2939801 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2939839.000000 Penalty: 4933.226074
	Iteration 31Q: 3 clusters Score -2939839 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2939931.500000 Penalty: 4933.226074
	Iteration 32Q: 3 clusters Score -2939932 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2939997.500000 Penalty: 4933.226074
	Iteration 33Q: 3 clusters Score -2939998 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -2940058.250000 Penalty: 4933.226074
	Iteration 34Q: 3 clusters Score -2940058 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -2940121.000000 Penalty: 4933.226074
	Iteration 35Q: 3 clusters Score -2940121 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -2940219.250000 Penalty: 4933.226074
	Iteration 36Q: 3 clusters Score -2940219 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -2940320.000000 Penalty: 4933.226074
	Iteration 37Q: 3 clusters Score -2940320 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -2940413.250000 Penalty: 4933.226074
	Iteration 38Q: 3 clusters Score -2940413 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -2940490.750000 Penalty: 4933.226074
	Iteration 39Q: 3 clusters Score -2940491 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2940561.250000 Penalty: 4933.226074
	Iteration 40F: 3 clusters Score -2940561 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -2940633.250000 Penalty: 4933.226074
	Iteration 41Q: 3 clusters Score -2940633 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -2940705.750000 Penalty: 4933.226074
	Iteration 42Q: 3 clusters Score -2940706 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -2940772.000000 Penalty: 4933.226074
	Iteration 43Q: 3 clusters Score -2940772 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -2940824.500000 Penalty: 4933.226074
	Iteration 44Q: 3 clusters Score -2940824 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -2940886.250000 Penalty: 4933.226074
	Iteration 45Q: 3 clusters Score -2940886 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2940947.250000 Penalty: 4933.226074
	Iteration 46Q: 3 clusters Score -2940947 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -2940979.500000 Penalty: 4933.226074
	Iteration 47Q: 3 clusters Score -2940980 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -2941044.250000 Penalty: 4933.226074
	Iteration 48Q: 3 clusters Score -2941044 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2941114.250000 Penalty: 4933.226074
	Iteration 49Q: 3 clusters Score -2941114 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -2941144.500000 Penalty: 4933.226074
	Iteration 50Q: 3 clusters Score -2941144 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -2941183.500000 Penalty: 4933.226074
	Iteration 51Q: 3 clusters Score -2941184 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -2941217.500000 Penalty: 4933.226074
	Iteration 52Q: 3 clusters Score -2941218 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2941251.000000 Penalty: 4933.226074
	Iteration 53Q: 3 clusters Score -2941251 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2941273.750000 Penalty: 4933.226074
	Iteration 54Q: 3 clusters Score -2941274 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2941294.250000 Penalty: 4933.226074
	Iteration 55Q: 3 clusters Score -2941294 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2941321.250000 Penalty: 4933.226074
	Iteration 56Q: 3 clusters Score -2941321 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2941356.000000 Penalty: 4933.226074
	Iteration 57Q: 3 clusters Score -2941356 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2941386.750000 Penalty: 4933.226074
	Iteration 58Q: 3 clusters Score -2941387 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2941406.500000 Penalty: 4933.226074
	Iteration 59Q: 3 clusters Score -2941406 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2941428.750000 Penalty: 4933.226074
	Iteration 60F: 3 clusters Score -2941429 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2941449.750000 Penalty: 4933.226074
	Iteration 61Q: 3 clusters Score -2941450 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2941471.500000 Penalty: 4933.226074
	Iteration 62Q: 3 clusters Score -2941472 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2941499.500000 Penalty: 4933.226074
	Iteration 63Q: 3 clusters Score -2941500 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2941535.250000 Penalty: 4933.226074
	Iteration 64Q: 3 clusters Score -2941535 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2941564.000000 Penalty: 4933.226074
	Iteration 65Q: 3 clusters Score -2941564 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2941591.000000 Penalty: 4933.226074
	Iteration 66Q: 3 clusters Score -2941591 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2941618.000000 Penalty: 4933.226074
	Iteration 67Q: 3 clusters Score -2941618 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2941643.000000 Penalty: 4933.226074
	Iteration 68Q: 3 clusters Score -2941643 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2941674.750000 Penalty: 4933.226074
	Iteration 69Q: 3 clusters Score -2941675 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2941700.250000 Penalty: 4933.226074
	Iteration 70Q: 3 clusters Score -2941700 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2941738.250000 Penalty: 4933.226074
	Iteration 71Q: 3 clusters Score -2941738 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2941776.000000 Penalty: 4933.226074
	Iteration 72Q: 3 clusters Score -2941776 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2941812.750000 Penalty: 4933.226074
	Iteration 73Q: 3 clusters Score -2941813 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2941852.250000 Penalty: 4933.226074
	Iteration 74Q: 3 clusters Score -2941852 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2941889.500000 Penalty: 4933.226074
	Iteration 75Q: 3 clusters Score -2941890 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2941926.500000 Penalty: 4933.226074
	Iteration 76Q: 3 clusters Score -2941926 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2941946.500000 Penalty: 4933.226074
	Iteration 77Q: 3 clusters Score -2941946 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2941963.000000 Penalty: 4933.226074
	Iteration 78Q: 3 clusters Score -2941963 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2941986.500000 Penalty: 4933.226074
	Iteration 79Q: 3 clusters Score -2941986 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2942016.250000 Penalty: 4933.226074
	Iteration 80F: 3 clusters Score -2942016 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2942037.500000 Penalty: 4933.226074
	Iteration 81Q: 3 clusters Score -2942038 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2942040.500000 Penalty: 4933.226074
	Iteration 82Q: 3 clusters Score -2942040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2942044.250000 Penalty: 4933.226074
	Iteration 83Q: 3 clusters Score -2942044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2942055.000000 Penalty: 4933.226074
	Iteration 84Q: 3 clusters Score -2942055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2942071.250000 Penalty: 4933.226074
	Iteration 85Q: 3 clusters Score -2942071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2942071.500000 Penalty: 4933.226074
	Iteration 86Q: 3 clusters Score -2942072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2942084.000000 Penalty: 4933.226074
	Iteration 87Q: 3 clusters Score -2942084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2942090.500000 Penalty: 4933.226074
	Iteration 88Q: 3 clusters Score -2942090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2942096.500000 Penalty: 4933.226074
	Iteration 89Q: 3 clusters Score -2942096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2942095.250000 Penalty: 4933.226074
	Iteration 90Q: 3 clusters Score -2942095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2942098.500000 Penalty: 4933.226074
	Iteration 91Q: 3 clusters Score -2942098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2942102.250000 Penalty: 4933.226074
	Iteration 92Q: 3 clusters Score -2942102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2942105.250000 Penalty: 4933.226074
	Iteration 93Q: 3 clusters Score -2942105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2942108.250000 Penalty: 4933.226074
	Iteration 94Q: 3 clusters Score -2942108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2942108.250000 Penalty: 4933.226074
	Iteration 95Q: 3 clusters Score -2942108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2942113.750000 Penalty: 4933.226074
	Iteration 96Q: 3 clusters Score -2942114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2942115.500000 Penalty: 4933.226074
	Iteration 97Q: 3 clusters Score -2942116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2942115.500000 Penalty: 4933.226074
	Iteration 98Q: 3 clusters Score -2942116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2942118.000000 Penalty: 4933.226074
	Iteration 99Q: 3 clusters Score -2942118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2942122.750000 Penalty: 4933.226074
	Iteration 100F: 3 clusters Score -2942123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2942120.500000 Penalty: 4933.226074
	Iteration 101Q: 3 clusters Score -2942120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2942120.500000 Penalty: 4933.226074
	Iteration 102F: 3 clusters Score -2942120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -88619.976562 Penalty: 1605.907349
	Iteration 0F: 2 clusters Score -88619.98 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 314 members 
Entering Unmasked Estep 
Score: -86983.210938 Penalty: 3211.814697
	Iteration 0F: 3 clusters Score -86983.21 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -87175.726562 Penalty: 3211.814697
	Iteration 1F: 3 clusters Score -87175.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -87211.046875 Penalty: 3211.814697
	Iteration 2Q: 3 clusters Score -87211.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -87221.718750 Penalty: 3211.814697
	Iteration 3Q: 3 clusters Score -87221.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -87224.312500 Penalty: 3211.814697
	Iteration 4Q: 3 clusters Score -87224.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -87224.312500 Penalty: 3211.814697
	Iteration 5F: 3 clusters Score -87224.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Entering Unmasked Estep 
Score: -347483.437500 Penalty: 1942.044067
	Iteration 0F: 2 clusters Score -347483.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -344497.218750 Penalty: 3884.088135
	Iteration 0F: 3 clusters Score -344497.2 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -345072.375000 Penalty: 3884.088135
	Iteration 1F: 3 clusters Score -345072.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -345230.593750 Penalty: 3884.088135
	Iteration 2F: 3 clusters Score -345230.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -345340.375000 Penalty: 3884.088135
	Iteration 3F: 3 clusters Score -345340.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -345415.812500 Penalty: 3884.088135
	Iteration 4Q: 3 clusters Score -345415.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -345462.468750 Penalty: 3884.088135
	Iteration 5Q: 3 clusters Score -345462.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -345509.687500 Penalty: 3884.088135
	Iteration 6Q: 3 clusters Score -345509.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -345545.843750 Penalty: 3884.088135
	Iteration 7Q: 3 clusters Score -345545.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -345575.781250 Penalty: 3884.088135
	Iteration 8Q: 3 clusters Score -345575.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -345594.156250 Penalty: 3884.088135
	Iteration 9Q: 3 clusters Score -345594.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -345611.000000 Penalty: 3884.088135
	Iteration 10Q: 3 clusters Score -345611 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -345623.343750 Penalty: 3884.088135
	Iteration 11Q: 3 clusters Score -345623.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -345638.750000 Penalty: 3884.088135
	Iteration 12Q: 3 clusters Score -345638.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -345647.562500 Penalty: 3884.088135
	Iteration 13Q: 3 clusters Score -345647.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -345654.437500 Penalty: 3884.088135
	Iteration 14Q: 3 clusters Score -345654.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -345661.125000 Penalty: 3884.088135
	Iteration 15Q: 3 clusters Score -345661.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -345666.812500 Penalty: 3884.088135
	Iteration 16Q: 3 clusters Score -345666.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -345670.437500 Penalty: 3884.088135
	Iteration 17Q: 3 clusters Score -345670.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -345672.875000 Penalty: 3884.088135
	Iteration 18Q: 3 clusters Score -345672.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -345676.375000 Penalty: 3884.088135
	Iteration 19Q: 3 clusters Score -345676.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -345679.687500 Penalty: 3884.088135
	Iteration 20F: 3 clusters Score -345679.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -345682.968750 Penalty: 3884.088135
	Iteration 21Q: 3 clusters Score -345683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -345684.343750 Penalty: 3884.088135
	Iteration 22Q: 3 clusters Score -345684.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -345687.968750 Penalty: 3884.088135
	Iteration 23Q: 3 clusters Score -345688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -345690.656250 Penalty: 3884.088135
	Iteration 24Q: 3 clusters Score -345690.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -345693.562500 Penalty: 3884.088135
	Iteration 25Q: 3 clusters Score -345693.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -345698.843750 Penalty: 3884.088135
	Iteration 26Q: 3 clusters Score -345698.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -345701.312500 Penalty: 3884.088135
	Iteration 27Q: 3 clusters Score -345701.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -345702.031250 Penalty: 3884.088135
	Iteration 28Q: 3 clusters Score -345702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -345704.906250 Penalty: 3884.088135
	Iteration 29Q: 3 clusters Score -345704.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -345708.125000 Penalty: 3884.088135
	Iteration 30Q: 3 clusters Score -345708.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -345710.375000 Penalty: 3884.088135
	Iteration 31Q: 3 clusters Score -345710.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -345710.937500 Penalty: 3884.088135
	Iteration 32Q: 3 clusters Score -345710.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -345712.062500 Penalty: 3884.088135
	Iteration 33Q: 3 clusters Score -345712.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -345712.718750 Penalty: 3884.088135
	Iteration 34Q: 3 clusters Score -345712.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -345714.875000 Penalty: 3884.088135
	Iteration 35Q: 3 clusters Score -345714.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -345718.187500 Penalty: 3884.088135
	Iteration 36Q: 3 clusters Score -345718.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -345720.625000 Penalty: 3884.088135
	Iteration 37Q: 3 clusters Score -345720.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -345722.093750 Penalty: 3884.088135
	Iteration 38Q: 3 clusters Score -345722.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -345723.562500 Penalty: 3884.088135
	Iteration 39Q: 3 clusters Score -345723.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -345723.687500 Penalty: 3884.088135
	Iteration 40F: 3 clusters Score -345723.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -345724.687500 Penalty: 3884.088135
	Iteration 41Q: 3 clusters Score -345724.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -345724.500000 Penalty: 3884.088135
	Iteration 42Q: 3 clusters Score -345724.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -345725.687500 Penalty: 3884.088135
	Iteration 43Q: 3 clusters Score -345725.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -345725.687500 Penalty: 3884.088135
	Iteration 44F: 3 clusters Score -345725.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (102281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102281 members 
Entering Unmasked Estep 
Score: -14481901.000000 Penalty: 2860.798828
	Iteration 0F: 2 clusters Score -1.44819e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51053 members 
Mstep: Class 2 contains 51228 members 
Entering Unmasked Estep 
Score: -14414106.000000 Penalty: 5721.597656
	Iteration 0F: 3 clusters Score -1.441411e+07 nChanged 48581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50548 members 
Mstep: Class 2 contains 51733 members 
Entering Unmasked Estep 
Score: -14442196.000000 Penalty: 5721.597656
	Iteration 1F: 3 clusters Score -1.44422e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50064 members 
Mstep: Class 2 contains 52217 members 
Entering Unmasked Estep 
Score: -14443407.000000 Penalty: 5721.597656
	Iteration 2Q: 3 clusters Score -1.444341e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49125 members 
Mstep: Class 2 contains 53156 members 
Entering Unmasked Estep 
Score: -14445035.000000 Penalty: 5721.597656
	Iteration 3Q: 3 clusters Score -1.444504e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47323 members 
Mstep: Class 2 contains 54958 members 
Entering Unmasked Estep 
Score: -14447248.000000 Penalty: 5721.597656
	Iteration 4Q: 3 clusters Score -1.444725e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44404 members 
Mstep: Class 2 contains 57877 members 
Entering Unmasked Estep 
Score: -14450151.000000 Penalty: 5721.597656
	Iteration 5F: 3 clusters Score -1.445015e+07 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 62115 members 
Entering Unmasked Estep 
Score: -14454619.000000 Penalty: 5721.597656
	Iteration 6F: 3 clusters Score -1.445462e+07 nChanged 7293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 67224 members 
Entering Unmasked Estep 
Score: -14460738.000000 Penalty: 5721.597656
	Iteration 7F: 3 clusters Score -1.446074e+07 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 71996 members 
Entering Unmasked Estep 
Score: -14467215.000000 Penalty: 5721.597656
	Iteration 8F: 3 clusters Score -1.446722e+07 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 75297 members 
Entering Unmasked Estep 
Score: -14471321.000000 Penalty: 5721.597656
	Iteration 9F: 3 clusters Score -1.447132e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 77493 members 
Entering Unmasked Estep 
Score: -14472982.000000 Penalty: 5721.597656
	Iteration 10Q: 3 clusters Score -1.447298e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 79233 members 
Entering Unmasked Estep 
Score: -14473967.000000 Penalty: 5721.597656
	Iteration 11Q: 3 clusters Score -1.447397e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 80791 members 
Entering Unmasked Estep 
Score: -14474640.000000 Penalty: 5721.597656
	Iteration 12Q: 3 clusters Score -1.447464e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 82197 members 
Entering Unmasked Estep 
Score: -14475293.000000 Penalty: 5721.597656
	Iteration 13Q: 3 clusters Score -1.447529e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 83510 members 
Entering Unmasked Estep 
Score: -14475710.000000 Penalty: 5721.597656
	Iteration 14Q: 3 clusters Score -1.447571e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 84769 members 
Entering Unmasked Estep 
Score: -14476111.000000 Penalty: 5721.597656
	Iteration 15Q: 3 clusters Score -1.447611e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 85998 members 
Entering Unmasked Estep 
Score: -14476542.000000 Penalty: 5721.597656
	Iteration 16Q: 3 clusters Score -1.447654e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 87162 members 
Entering Unmasked Estep 
Score: -14476945.000000 Penalty: 5721.597656
	Iteration 17Q: 3 clusters Score -1.447694e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 88298 members 
Entering Unmasked Estep 
Score: -14477278.000000 Penalty: 5721.597656
	Iteration 18Q: 3 clusters Score -1.447728e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 89340 members 
Entering Unmasked Estep 
Score: -14477568.000000 Penalty: 5721.597656
	Iteration 19Q: 3 clusters Score -1.447757e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 90306 members 
Entering Unmasked Estep 
Score: -14477862.000000 Penalty: 5721.597656
	Iteration 20F: 3 clusters Score -1.447786e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 91201 members 
Entering Unmasked Estep 
Score: -14478169.000000 Penalty: 5721.597656
	Iteration 21Q: 3 clusters Score -1.447817e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 92026 members 
Entering Unmasked Estep 
Score: -14478374.000000 Penalty: 5721.597656
	Iteration 22Q: 3 clusters Score -1.447837e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 92774 members 
Entering Unmasked Estep 
Score: -14478553.000000 Penalty: 5721.597656
	Iteration 23Q: 3 clusters Score -1.447855e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 93455 members 
Entering Unmasked Estep 
Score: -14478722.000000 Penalty: 5721.597656
	Iteration 24Q: 3 clusters Score -1.447872e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 94106 members 
Entering Unmasked Estep 
Score: -14478942.000000 Penalty: 5721.597656
	Iteration 25Q: 3 clusters Score -1.447894e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 94752 members 
Entering Unmasked Estep 
Score: -14479067.000000 Penalty: 5721.597656
	Iteration 26Q: 3 clusters Score -1.447907e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 95362 members 
Entering Unmasked Estep 
Score: -14479242.000000 Penalty: 5721.597656
	Iteration 27Q: 3 clusters Score -1.447924e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 95903 members 
Entering Unmasked Estep 
Score: -14479371.000000 Penalty: 5721.597656
	Iteration 28Q: 3 clusters Score -1.447937e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 96368 members 
Entering Unmasked Estep 
Score: -14479505.000000 Penalty: 5721.597656
	Iteration 29Q: 3 clusters Score -1.44795e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 96770 members 
Entering Unmasked Estep 
Score: -14479649.000000 Penalty: 5721.597656
	Iteration 30Q: 3 clusters Score -1.447965e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 97143 members 
Entering Unmasked Estep 
Score: -14479734.000000 Penalty: 5721.597656
	Iteration 31Q: 3 clusters Score -1.447973e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 97473 members 
Entering Unmasked Estep 
Score: -14479812.000000 Penalty: 5721.597656
	Iteration 32Q: 3 clusters Score -1.447981e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 97778 members 
Entering Unmasked Estep 
Score: -14479892.000000 Penalty: 5721.597656
	Iteration 33Q: 3 clusters Score -1.447989e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 98054 members 
Entering Unmasked Estep 
Score: -14479994.000000 Penalty: 5721.597656
	Iteration 34Q: 3 clusters Score -1.447999e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 98294 members 
Entering Unmasked Estep 
Score: -14480082.000000 Penalty: 5721.597656
	Iteration 35Q: 3 clusters Score -1.448008e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 98487 members 
Entering Unmasked Estep 
Score: -14480136.000000 Penalty: 5721.597656
	Iteration 36Q: 3 clusters Score -1.448014e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 98636 members 
Entering Unmasked Estep 
Score: -14480146.000000 Penalty: 5721.597656
	Iteration 37Q: 3 clusters Score -1.448015e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 98765 members 
Entering Unmasked Estep 
Score: -14480207.000000 Penalty: 5721.597656
	Iteration 38Q: 3 clusters Score -1.448021e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 98879 members 
Entering Unmasked Estep 
Score: -14480265.000000 Penalty: 5721.597656
	Iteration 39Q: 3 clusters Score -1.448026e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 99014 members 
Entering Unmasked Estep 
Score: -14480234.000000 Penalty: 5721.597656
	Iteration 40F: 3 clusters Score -1.448023e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 99134 members 
Entering Unmasked Estep 
Score: -14480300.000000 Penalty: 5721.597656
	Iteration 41Q: 3 clusters Score -1.44803e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 99244 members 
Entering Unmasked Estep 
Score: -14480358.000000 Penalty: 5721.597656
	Iteration 42Q: 3 clusters Score -1.448036e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 99329 members 
Entering Unmasked Estep 
Score: -14480380.000000 Penalty: 5721.597656
	Iteration 43Q: 3 clusters Score -1.448038e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 99413 members 
Entering Unmasked Estep 
Score: -14480414.000000 Penalty: 5721.597656
	Iteration 44Q: 3 clusters Score -1.448041e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 99481 members 
Entering Unmasked Estep 
Score: -14480457.000000 Penalty: 5721.597656
	Iteration 45Q: 3 clusters Score -1.448046e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 99537 members 
Entering Unmasked Estep 
Score: -14480439.000000 Penalty: 5721.597656
	Iteration 46Q: 3 clusters Score -1.448044e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 99580 members 
Entering Unmasked Estep 
Score: -14480457.000000 Penalty: 5721.597656
	Iteration 47Q: 3 clusters Score -1.448046e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 99631 members 
Entering Unmasked Estep 
Score: -14480459.000000 Penalty: 5721.597656
	Iteration 48Q: 3 clusters Score -1.448046e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 99661 members 
Entering Unmasked Estep 
Score: -14480451.000000 Penalty: 5721.597656
	Iteration 49Q: 3 clusters Score -1.448045e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 99690 members 
Entering Unmasked Estep 
Score: -14480456.000000 Penalty: 5721.597656
	Iteration 50Q: 3 clusters Score -1.448046e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 99715 members 
Entering Unmasked Estep 
Score: -14480456.000000 Penalty: 5721.597656
	Iteration 51Q: 3 clusters Score -1.448046e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 99737 members 
Entering Unmasked Estep 
Score: -14480455.000000 Penalty: 5721.597656
	Iteration 52Q: 3 clusters Score -1.448046e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 99755 members 
Entering Unmasked Estep 
Score: -14480452.000000 Penalty: 5721.597656
	Iteration 53Q: 3 clusters Score -1.448045e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 99770 members 
Entering Unmasked Estep 
Score: -14480457.000000 Penalty: 5721.597656
	Iteration 54Q: 3 clusters Score -1.448046e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 99789 members 
Entering Unmasked Estep 
Score: -14480447.000000 Penalty: 5721.597656
	Iteration 55Q: 3 clusters Score -1.448045e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 99810 members 
Entering Unmasked Estep 
Score: -14480462.000000 Penalty: 5721.597656
	Iteration 56Q: 3 clusters Score -1.448046e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 99821 members 
Entering Unmasked Estep 
Score: -14480469.000000 Penalty: 5721.597656
	Iteration 57Q: 3 clusters Score -1.448047e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 99834 members 
Entering Unmasked Estep 
Score: -14480473.000000 Penalty: 5721.597656
	Iteration 58Q: 3 clusters Score -1.448047e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 99847 members 
Entering Unmasked Estep 
Score: -14480479.000000 Penalty: 5721.597656
	Iteration 59Q: 3 clusters Score -1.448048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 99859 members 
Entering Unmasked Estep 
Score: -14480472.000000 Penalty: 5721.597656
	Iteration 60F: 3 clusters Score -1.448047e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 99873 members 
Entering Unmasked Estep 
Score: -14480479.000000 Penalty: 5721.597656
	Iteration 61Q: 3 clusters Score -1.448048e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 99886 members 
Entering Unmasked Estep 
Score: -14480485.000000 Penalty: 5721.597656
	Iteration 62Q: 3 clusters Score -1.448048e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 99900 members 
Entering Unmasked Estep 
Score: -14480483.000000 Penalty: 5721.597656
	Iteration 63Q: 3 clusters Score -1.448048e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 99910 members 
Entering Unmasked Estep 
Score: -14480483.000000 Penalty: 5721.597656
	Iteration 64Q: 3 clusters Score -1.448048e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 99929 members 
Entering Unmasked Estep 
Score: -14480484.000000 Penalty: 5721.597656
	Iteration 65Q: 3 clusters Score -1.448048e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 99943 members 
Entering Unmasked Estep 
Score: -14480487.000000 Penalty: 5721.597656
	Iteration 66Q: 3 clusters Score -1.448049e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 99956 members 
Entering Unmasked Estep 
Score: -14480490.000000 Penalty: 5721.597656
	Iteration 67Q: 3 clusters Score -1.448049e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 99969 members 
Entering Unmasked Estep 
Score: -14480510.000000 Penalty: 5721.597656
	Iteration 68Q: 3 clusters Score -1.448051e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 99981 members 
Entering Unmasked Estep 
Score: -14480501.000000 Penalty: 5721.597656
	Iteration 69Q: 3 clusters Score -1.44805e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 99993 members 
Entering Unmasked Estep 
Score: -14480493.000000 Penalty: 5721.597656
	Iteration 70Q: 3 clusters Score -1.448049e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 100002 members 
Entering Unmasked Estep 
Score: -14480497.000000 Penalty: 5721.597656
	Iteration 71Q: 3 clusters Score -1.44805e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 100015 members 
Entering Unmasked Estep 
Score: -14480509.000000 Penalty: 5721.597656
	Iteration 72Q: 3 clusters Score -1.448051e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 100022 members 
Entering Unmasked Estep 
Score: -14480501.000000 Penalty: 5721.597656
	Iteration 73Q: 3 clusters Score -1.44805e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 100031 members 
Entering Unmasked Estep 
Score: -14480496.000000 Penalty: 5721.597656
	Iteration 74Q: 3 clusters Score -1.44805e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 100035 members 
Entering Unmasked Estep 
Score: -14480494.000000 Penalty: 5721.597656
	Iteration 75Q: 3 clusters Score -1.448049e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 100038 members 
Entering Unmasked Estep 
Score: -14480499.000000 Penalty: 5721.597656
	Iteration 76Q: 3 clusters Score -1.44805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 100039 members 
Entering Unmasked Estep 
Score: -14480500.000000 Penalty: 5721.597656
	Iteration 77Q: 3 clusters Score -1.44805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 100040 members 
Entering Unmasked Estep 
Score: -14480498.000000 Penalty: 5721.597656
	Iteration 78Q: 3 clusters Score -1.44805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 100041 members 
Entering Unmasked Estep 
Score: -14480494.000000 Penalty: 5721.597656
	Iteration 79Q: 3 clusters Score -1.448049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 100042 members 
Entering Unmasked Estep 
Score: -14480498.000000 Penalty: 5721.597656
	Iteration 80F: 3 clusters Score -1.44805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 100043 members 
Entering Unmasked Estep 
Score: -14480497.000000 Penalty: 5721.597656
	Iteration 81Q: 3 clusters Score -1.44805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 100044 members 
Entering Unmasked Estep 
Score: -14480498.000000 Penalty: 5721.597656
	Iteration 82Q: 3 clusters Score -1.44805e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 100044 members 
Entering Unmasked Estep 
Score: -14480498.000000 Penalty: 5721.597656
	Iteration 83F: 3 clusters Score -1.44805e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Entering Unmasked Estep 
Score: -1242488.125000 Penalty: 2249.684326
	Iteration 0F: 2 clusters Score -1242488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1235666.500000 Penalty: 4499.368652
	Iteration 0F: 3 clusters Score -1235666 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1237556.625000 Penalty: 4499.368652
	Iteration 1F: 3 clusters Score -1237557 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1237833.500000 Penalty: 4499.368652
	Iteration 2F: 3 clusters Score -1237834 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1238019.875000 Penalty: 4499.368652
	Iteration 3Q: 3 clusters Score -1238020 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1238160.125000 Penalty: 4499.368652
	Iteration 4Q: 3 clusters Score -1238160 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1238300.250000 Penalty: 4499.368652
	Iteration 5Q: 3 clusters Score -1238300 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1238426.625000 Penalty: 4499.368652
	Iteration 6Q: 3 clusters Score -1238427 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1238572.375000 Penalty: 4499.368652
	Iteration 7Q: 3 clusters Score -1238572 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1238721.500000 Penalty: 4499.368652
	Iteration 8Q: 3 clusters Score -1238722 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1238908.875000 Penalty: 4499.368652
	Iteration 9Q: 3 clusters Score -1238909 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1239089.000000 Penalty: 4499.368652
	Iteration 10Q: 3 clusters Score -1239089 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1239302.875000 Penalty: 4499.368652
	Iteration 11Q: 3 clusters Score -1239303 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1239535.125000 Penalty: 4499.368652
	Iteration 12Q: 3 clusters Score -1239535 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1239759.875000 Penalty: 4499.368652
	Iteration 13Q: 3 clusters Score -1239760 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1239968.375000 Penalty: 4499.368652
	Iteration 14Q: 3 clusters Score -1239968 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1240141.250000 Penalty: 4499.368652
	Iteration 15Q: 3 clusters Score -1240141 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1240261.125000 Penalty: 4499.368652
	Iteration 16Q: 3 clusters Score -1240261 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1240354.250000 Penalty: 4499.368652
	Iteration 17Q: 3 clusters Score -1240354 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1240404.500000 Penalty: 4499.368652
	Iteration 18Q: 3 clusters Score -1240404 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1240435.000000 Penalty: 4499.368652
	Iteration 19Q: 3 clusters Score -1240435 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1240459.750000 Penalty: 4499.368652
	Iteration 20F: 3 clusters Score -1240460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1240478.125000 Penalty: 4499.368652
	Iteration 21Q: 3 clusters Score -1240478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1240493.125000 Penalty: 4499.368652
	Iteration 22Q: 3 clusters Score -1240493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1240507.625000 Penalty: 4499.368652
	Iteration 23Q: 3 clusters Score -1240508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1240536.375000 Penalty: 4499.368652
	Iteration 24Q: 3 clusters Score -1240536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1240558.750000 Penalty: 4499.368652
	Iteration 25Q: 3 clusters Score -1240559 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1240581.750000 Penalty: 4499.368652
	Iteration 26Q: 3 clusters Score -1240582 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1240610.375000 Penalty: 4499.368652
	Iteration 27Q: 3 clusters Score -1240610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1240631.625000 Penalty: 4499.368652
	Iteration 28Q: 3 clusters Score -1240632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1240648.125000 Penalty: 4499.368652
	Iteration 29Q: 3 clusters Score -1240648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1240668.625000 Penalty: 4499.368652
	Iteration 30Q: 3 clusters Score -1240669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1240675.750000 Penalty: 4499.368652
	Iteration 31Q: 3 clusters Score -1240676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1240683.750000 Penalty: 4499.368652
	Iteration 32Q: 3 clusters Score -1240684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1240690.000000 Penalty: 4499.368652
	Iteration 33Q: 3 clusters Score -1240690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1240691.000000 Penalty: 4499.368652
	Iteration 34Q: 3 clusters Score -1240691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1240703.500000 Penalty: 4499.368652
	Iteration 35Q: 3 clusters Score -1240704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1240705.375000 Penalty: 4499.368652
	Iteration 36Q: 3 clusters Score -1240705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1240709.125000 Penalty: 4499.368652
	Iteration 37F: 3 clusters Score -1240709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1240717.625000 Penalty: 4499.368652
	Iteration 38Q: 3 clusters Score -1240718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1240718.125000 Penalty: 4499.368652
	Iteration 39Q: 3 clusters Score -1240718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1240720.000000 Penalty: 4499.368652
	Iteration 40F: 3 clusters Score -1240720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -76221.687500 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -76221.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -74606.101562 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -74606.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -74860.687500 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -74860.69 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -74990.921875 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -74990.92 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -75153.992188 Penalty: 3199.433350
	Iteration 3F: 3 clusters Score -75153.99 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -75291.546875 Penalty: 3199.433350
	Iteration 4Q: 3 clusters Score -75291.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -75371.343750 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -75371.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -75456.343750 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -75456.34 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -75646.507812 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -75646.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -75848.593750 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -75848.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -76046.523438 Penalty: 3199.433350
	Iteration 9Q: 3 clusters Score -76046.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -76193.453125 Penalty: 3199.433350
	Iteration 10Q: 3 clusters Score -76193.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -76207.093750 Penalty: 3199.433350
	Iteration 11Q: 3 clusters Score -76207.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -76211.890625 Penalty: 3199.433350
	Iteration 12Q: 3 clusters Score -76211.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -76211.890625 Penalty: 3199.433350
	Iteration 13F: 3 clusters Score -76211.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Entering Unmasked Estep 
Score: -2132751.250000 Penalty: 2385.281250
	Iteration 0F: 2 clusters Score -2132751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -2121783.750000 Penalty: 4770.562500
	Iteration 0F: 3 clusters Score -2121784 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -2125263.250000 Penalty: 4770.562500
	Iteration 1F: 3 clusters Score -2125263 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -2125600.750000 Penalty: 4770.562500
	Iteration 2F: 3 clusters Score -2125601 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -2125867.000000 Penalty: 4770.562500
	Iteration 3Q: 3 clusters Score -2125867 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -2126072.250000 Penalty: 4770.562500
	Iteration 4Q: 3 clusters Score -2126072 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -2126232.750000 Penalty: 4770.562500
	Iteration 5Q: 3 clusters Score -2126233 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -2126383.250000 Penalty: 4770.562500
	Iteration 6Q: 3 clusters Score -2126383 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -2126519.250000 Penalty: 4770.562500
	Iteration 7Q: 3 clusters Score -2126519 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2126643.000000 Penalty: 4770.562500
	Iteration 8Q: 3 clusters Score -2126643 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -2126762.750000 Penalty: 4770.562500
	Iteration 9Q: 3 clusters Score -2126763 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -2126891.000000 Penalty: 4770.562500
	Iteration 10Q: 3 clusters Score -2126891 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -2127027.000000 Penalty: 4770.562500
	Iteration 11Q: 3 clusters Score -2127027 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2127171.750000 Penalty: 4770.562500
	Iteration 12Q: 3 clusters Score -2127172 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2127327.750000 Penalty: 4770.562500
	Iteration 13Q: 3 clusters Score -2127328 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -2127499.000000 Penalty: 4770.562500
	Iteration 14Q: 3 clusters Score -2127499 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2127707.500000 Penalty: 4770.562500
	Iteration 15Q: 3 clusters Score -2127708 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -2127938.750000 Penalty: 4770.562500
	Iteration 16Q: 3 clusters Score -2127939 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -2128214.750000 Penalty: 4770.562500
	Iteration 17Q: 3 clusters Score -2128215 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -2128508.750000 Penalty: 4770.562500
	Iteration 18Q: 3 clusters Score -2128509 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2128786.000000 Penalty: 4770.562500
	Iteration 19Q: 3 clusters Score -2128786 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2129022.000000 Penalty: 4770.562500
	Iteration 20F: 3 clusters Score -2129022 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2129191.250000 Penalty: 4770.562500
	Iteration 21Q: 3 clusters Score -2129191 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2129340.000000 Penalty: 4770.562500
	Iteration 22Q: 3 clusters Score -2129340 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2129455.750000 Penalty: 4770.562500
	Iteration 23Q: 3 clusters Score -2129456 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -2129552.750000 Penalty: 4770.562500
	Iteration 24Q: 3 clusters Score -2129553 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -2129639.000000 Penalty: 4770.562500
	Iteration 25Q: 3 clusters Score -2129639 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -2129711.250000 Penalty: 4770.562500
	Iteration 26Q: 3 clusters Score -2129711 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -2129784.750000 Penalty: 4770.562500
	Iteration 27Q: 3 clusters Score -2129785 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -2129855.000000 Penalty: 4770.562500
	Iteration 28Q: 3 clusters Score -2129855 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -2129904.000000 Penalty: 4770.562500
	Iteration 29Q: 3 clusters Score -2129904 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -2129952.750000 Penalty: 4770.562500
	Iteration 30Q: 3 clusters Score -2129953 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2130011.500000 Penalty: 4770.562500
	Iteration 31Q: 3 clusters Score -2130012 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -2130069.500000 Penalty: 4770.562500
	Iteration 32Q: 3 clusters Score -2130070 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -2130116.000000 Penalty: 4770.562500
	Iteration 33Q: 3 clusters Score -2130116 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2130162.000000 Penalty: 4770.562500
	Iteration 34Q: 3 clusters Score -2130162 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -2130213.750000 Penalty: 4770.562500
	Iteration 35Q: 3 clusters Score -2130214 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2130259.000000 Penalty: 4770.562500
	Iteration 36Q: 3 clusters Score -2130259 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -2130300.250000 Penalty: 4770.562500
	Iteration 37Q: 3 clusters Score -2130300 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -2130340.250000 Penalty: 4770.562500
	Iteration 38Q: 3 clusters Score -2130340 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -2130376.750000 Penalty: 4770.562500
	Iteration 39Q: 3 clusters Score -2130377 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -2130410.750000 Penalty: 4770.562500
	Iteration 40F: 3 clusters Score -2130411 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -2130454.000000 Penalty: 4770.562500
	Iteration 41Q: 3 clusters Score -2130454 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2130474.750000 Penalty: 4770.562500
	Iteration 42Q: 3 clusters Score -2130475 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -2130506.000000 Penalty: 4770.562500
	Iteration 43Q: 3 clusters Score -2130506 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -2130524.250000 Penalty: 4770.562500
	Iteration 44Q: 3 clusters Score -2130524 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -2130553.750000 Penalty: 4770.562500
	Iteration 45Q: 3 clusters Score -2130554 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -2130567.000000 Penalty: 4770.562500
	Iteration 46Q: 3 clusters Score -2130567 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2130576.250000 Penalty: 4770.562500
	Iteration 47Q: 3 clusters Score -2130576 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -2130588.500000 Penalty: 4770.562500
	Iteration 48Q: 3 clusters Score -2130588 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -2130595.500000 Penalty: 4770.562500
	Iteration 49Q: 3 clusters Score -2130596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2130603.500000 Penalty: 4770.562500
	Iteration 50Q: 3 clusters Score -2130604 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2130613.250000 Penalty: 4770.562500
	Iteration 51Q: 3 clusters Score -2130613 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2130617.250000 Penalty: 4770.562500
	Iteration 52Q: 3 clusters Score -2130617 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -2130624.000000 Penalty: 4770.562500
	Iteration 53Q: 3 clusters Score -2130624 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -2130635.500000 Penalty: 4770.562500
	Iteration 54Q: 3 clusters Score -2130636 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -2130646.500000 Penalty: 4770.562500
	Iteration 55Q: 3 clusters Score -2130646 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -2130659.000000 Penalty: 4770.562500
	Iteration 56Q: 3 clusters Score -2130659 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -2130668.500000 Penalty: 4770.562500
	Iteration 57Q: 3 clusters Score -2130668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -2130675.750000 Penalty: 4770.562500
	Iteration 58Q: 3 clusters Score -2130676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -2130678.500000 Penalty: 4770.562500
	Iteration 59Q: 3 clusters Score -2130678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -2130686.750000 Penalty: 4770.562500
	Iteration 60F: 3 clusters Score -2130687 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -2130696.250000 Penalty: 4770.562500
	Iteration 61Q: 3 clusters Score -2130696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -2130706.250000 Penalty: 4770.562500
	Iteration 62Q: 3 clusters Score -2130706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -2130715.000000 Penalty: 4770.562500
	Iteration 63Q: 3 clusters Score -2130715 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -2130719.250000 Penalty: 4770.562500
	Iteration 64Q: 3 clusters Score -2130719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -2130722.250000 Penalty: 4770.562500
	Iteration 65Q: 3 clusters Score -2130722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -2130727.250000 Penalty: 4770.562500
	Iteration 66Q: 3 clusters Score -2130727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -2130729.250000 Penalty: 4770.562500
	Iteration 67Q: 3 clusters Score -2130729 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -2130736.750000 Penalty: 4770.562500
	Iteration 68Q: 3 clusters Score -2130737 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -2130751.500000 Penalty: 4770.562500
	Iteration 69Q: 3 clusters Score -2130752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -2130756.750000 Penalty: 4770.562500
	Iteration 70Q: 3 clusters Score -2130757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -2130761.500000 Penalty: 4770.562500
	Iteration 71Q: 3 clusters Score -2130762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -2130765.250000 Penalty: 4770.562500
	Iteration 72Q: 3 clusters Score -2130765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -2130766.750000 Penalty: 4770.562500
	Iteration 73Q: 3 clusters Score -2130767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -2130771.000000 Penalty: 4770.562500
	Iteration 74Q: 3 clusters Score -2130771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -2130773.750000 Penalty: 4770.562500
	Iteration 75Q: 3 clusters Score -2130774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -2130779.250000 Penalty: 4770.562500
	Iteration 76Q: 3 clusters Score -2130779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -2130777.250000 Penalty: 4770.562500
	Iteration 77Q: 3 clusters Score -2130777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -2130784.500000 Penalty: 4770.562500
	Iteration 78Q: 3 clusters Score -2130784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -2130784.250000 Penalty: 4770.562500
	Iteration 79Q: 3 clusters Score -2130784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -2130790.750000 Penalty: 4770.562500
	Iteration 80F: 3 clusters Score -2130791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -2130789.500000 Penalty: 4770.562500
	Iteration 81Q: 3 clusters Score -2130790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -2130790.750000 Penalty: 4770.562500
	Iteration 82Q: 3 clusters Score -2130791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -2130796.500000 Penalty: 4770.562500
	Iteration 83Q: 3 clusters Score -2130796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -2130798.500000 Penalty: 4770.562500
	Iteration 84Q: 3 clusters Score -2130798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -2130800.500000 Penalty: 4770.562500
	Iteration 85Q: 3 clusters Score -2130800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -2130802.000000 Penalty: 4770.562500
	Iteration 86Q: 3 clusters Score -2130802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -2130802.750000 Penalty: 4770.562500
	Iteration 87Q: 3 clusters Score -2130803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -2130802.250000 Penalty: 4770.562500
	Iteration 88Q: 3 clusters Score -2130802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -2130805.250000 Penalty: 4770.562500
	Iteration 89Q: 3 clusters Score -2130805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2130809.000000 Penalty: 4770.562500
	Iteration 90Q: 3 clusters Score -2130809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2130809.000000 Penalty: 4770.562500
	Iteration 91F: 3 clusters Score -2130809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -16338.313477 Penalty: 1270.743042
	Iteration 0F: 2 clusters Score -16338.31 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 75 members 
Entering Unmasked Estep 
Score: -15368.602539 Penalty: 2541.486084
	Iteration 0F: 3 clusters Score -15368.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -15603.193359 Penalty: 2541.486084
	Iteration 1F: 3 clusters Score -15603.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -15691.262695 Penalty: 2541.486084
	Iteration 2F: 3 clusters Score -15691.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15776.310547 Penalty: 2541.486084
	Iteration 3Q: 3 clusters Score -15776.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15785.612305 Penalty: 2541.486084
	Iteration 4Q: 3 clusters Score -15785.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15785.612305 Penalty: 2541.486084
	Iteration 5F: 3 clusters Score -15785.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -79918.375000 Penalty: 1584.779663
	Iteration 0F: 2 clusters Score -79918.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -78355.804688 Penalty: 3169.559326
	Iteration 0F: 3 clusters Score -78355.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -78544.726562 Penalty: 3169.559326
	Iteration 1F: 3 clusters Score -78544.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -78589.546875 Penalty: 3169.559326
	Iteration 2Q: 3 clusters Score -78589.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -78614.273438 Penalty: 3169.559326
	Iteration 3Q: 3 clusters Score -78614.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -78627.453125 Penalty: 3169.559326
	Iteration 4Q: 3 clusters Score -78627.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -78643.437500 Penalty: 3169.559326
	Iteration 5Q: 3 clusters Score -78643.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -78654.750000 Penalty: 3169.559326
	Iteration 6Q: 3 clusters Score -78654.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -78661.851562 Penalty: 3169.559326
	Iteration 7Q: 3 clusters Score -78661.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -78670.007812 Penalty: 3169.559326
	Iteration 8Q: 3 clusters Score -78670.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -78670.007812 Penalty: 3169.559326
	Iteration 9F: 3 clusters Score -78670.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -40719.484375 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -40719.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -39440.851562 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -39440.85 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -39619.968750 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -39619.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -39746.898438 Penalty: 2923.623779
	Iteration 2F: 3 clusters Score -39746.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -39853.917969 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -39853.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -39936.808594 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -39936.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -40041.074219 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -40041.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -40082.582031 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -40082.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -40119.476562 Penalty: 2923.623779
	Iteration 7Q: 3 clusters Score -40119.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -40151.183594 Penalty: 2923.623779
	Iteration 8Q: 3 clusters Score -40151.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -40168.554688 Penalty: 2923.623779
	Iteration 9Q: 3 clusters Score -40168.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -40183.320312 Penalty: 2923.623779
	Iteration 10Q: 3 clusters Score -40183.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -40199.824219 Penalty: 2923.623779
	Iteration 11Q: 3 clusters Score -40199.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -40212.476562 Penalty: 2923.623779
	Iteration 12Q: 3 clusters Score -40212.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -40217.843750 Penalty: 2923.623779
	Iteration 13Q: 3 clusters Score -40217.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -40217.843750 Penalty: 2923.623779
	Iteration 14F: 3 clusters Score -40217.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Entering Unmasked Estep 
Score: -11172.271484 Penalty: 1163.454346
	Iteration 0F: 2 clusters Score -11172.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -10406.407227 Penalty: 2326.908691
	Iteration 0F: 3 clusters Score -10406.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -10429.394531 Penalty: 2326.908691
	Iteration 1Q: 3 clusters Score -10429.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -10429.394531 Penalty: 2326.908691
	Iteration 2F: 3 clusters Score -10429.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103477 members 
Mstep: Class 2 contains 35100 members 
Mstep: Class 3 contains 32692 members 
Mstep: Class 4 contains 116244 members 
Mstep: Class 5 contains 46554 members 
Mstep: Class 6 contains 169875 members 
Mstep: Class 7 contains 32718 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68187 members 
Mstep: Class 10 contains 7974 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160922 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24262 members 
Mstep: Class 18 contains 20869 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102281 members 
Mstep: Class 22 contains 8702 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15034 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688248.000000 Penalty: 95659.250000
Iteration 279Q: 29 clusters Score -1.326882e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103473 members 
Mstep: Class 2 contains 35100 members 
Mstep: Class 3 contains 32693 members 
Mstep: Class 4 contains 116246 members 
Mstep: Class 5 contains 46556 members 
Mstep: Class 6 contains 169874 members 
Mstep: Class 7 contains 32717 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68187 members 
Mstep: Class 10 contains 7976 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160926 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24263 members 
Mstep: Class 18 contains 20869 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102274 members 
Mstep: Class 22 contains 8702 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15035 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688280.000000 Penalty: 95659.250000
Iteration 280F: 29 clusters Score -1.326883e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103478 members 
Mstep: Class 2 contains 35099 members 
Mstep: Class 3 contains 32697 members 
Mstep: Class 4 contains 116245 members 
Mstep: Class 5 contains 46555 members 
Mstep: Class 6 contains 169863 members 
Mstep: Class 7 contains 32716 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68187 members 
Mstep: Class 10 contains 7975 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160930 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24263 members 
Mstep: Class 18 contains 20870 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102272 members 
Mstep: Class 22 contains 8702 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15039 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688248.000000 Penalty: 95659.250000
Iteration 281Q: 29 clusters Score -1.326882e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103476 members 
Mstep: Class 2 contains 35097 members 
Mstep: Class 3 contains 32697 members 
Mstep: Class 4 contains 116246 members 
Mstep: Class 5 contains 46556 members 
Mstep: Class 6 contains 169857 members 
Mstep: Class 7 contains 32717 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68186 members 
Mstep: Class 10 contains 7975 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160937 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24264 members 
Mstep: Class 18 contains 20872 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102268 members 
Mstep: Class 22 contains 8702 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15041 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688240.000000 Penalty: 95659.250000
Iteration 282Q: 29 clusters Score -1.326882e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103475 members 
Mstep: Class 2 contains 35096 members 
Mstep: Class 3 contains 32694 members 
Mstep: Class 4 contains 116249 members 
Mstep: Class 5 contains 46558 members 
Mstep: Class 6 contains 169852 members 
Mstep: Class 7 contains 32717 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68187 members 
Mstep: Class 10 contains 7975 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160944 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24265 members 
Mstep: Class 18 contains 20872 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102266 members 
Mstep: Class 22 contains 8701 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15040 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688320.000000 Penalty: 95659.250000
Iteration 283Q: 29 clusters Score -1.326883e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103477 members 
Mstep: Class 2 contains 35096 members 
Mstep: Class 3 contains 32693 members 
Mstep: Class 4 contains 116251 members 
Mstep: Class 5 contains 46558 members 
Mstep: Class 6 contains 169847 members 
Mstep: Class 7 contains 32719 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68187 members 
Mstep: Class 10 contains 7975 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160941 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24266 members 
Mstep: Class 18 contains 20872 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102265 members 
Mstep: Class 22 contains 8701 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15043 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688328.000000 Penalty: 95659.250000
Iteration 284Q: 29 clusters Score -1.326883e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103473 members 
Mstep: Class 2 contains 35094 members 
Mstep: Class 3 contains 32693 members 
Mstep: Class 4 contains 116251 members 
Mstep: Class 5 contains 46558 members 
Mstep: Class 6 contains 169854 members 
Mstep: Class 7 contains 32718 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68186 members 
Mstep: Class 10 contains 7975 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160938 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24267 members 
Mstep: Class 18 contains 20873 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102267 members 
Mstep: Class 22 contains 8701 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15043 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688176.000000 Penalty: 95659.250000
Iteration 285Q: 29 clusters Score -1.326882e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103469 members 
Mstep: Class 2 contains 35094 members 
Mstep: Class 3 contains 32693 members 
Mstep: Class 4 contains 116250 members 
Mstep: Class 5 contains 46558 members 
Mstep: Class 6 contains 169853 members 
Mstep: Class 7 contains 32716 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68186 members 
Mstep: Class 10 contains 7975 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160944 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24267 members 
Mstep: Class 18 contains 20873 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102268 members 
Mstep: Class 22 contains 8701 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15044 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688192.000000 Penalty: 95659.250000
Iteration 286Q: 29 clusters Score -1.326882e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103468 members 
Mstep: Class 2 contains 35095 members 
Mstep: Class 3 contains 32694 members 
Mstep: Class 4 contains 116249 members 
Mstep: Class 5 contains 46558 members 
Mstep: Class 6 contains 169856 members 
Mstep: Class 7 contains 32716 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68187 members 
Mstep: Class 10 contains 7974 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160940 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24268 members 
Mstep: Class 18 contains 20873 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102267 members 
Mstep: Class 22 contains 8700 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15046 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688280.000000 Penalty: 95659.250000
Iteration 287Q: 29 clusters Score -1.326883e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103467 members 
Mstep: Class 2 contains 35095 members 
Mstep: Class 3 contains 32693 members 
Mstep: Class 4 contains 116247 members 
Mstep: Class 5 contains 46559 members 
Mstep: Class 6 contains 169853 members 
Mstep: Class 7 contains 32715 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68189 members 
Mstep: Class 10 contains 7975 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160948 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24268 members 
Mstep: Class 18 contains 20873 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102264 members 
Mstep: Class 22 contains 8698 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15047 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688296.000000 Penalty: 95659.250000
Iteration 288Q: 29 clusters Score -1.326883e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103464 members 
Mstep: Class 2 contains 35095 members 
Mstep: Class 3 contains 32694 members 
Mstep: Class 4 contains 116246 members 
Mstep: Class 5 contains 46561 members 
Mstep: Class 6 contains 169853 members 
Mstep: Class 7 contains 32716 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68189 members 
Mstep: Class 10 contains 7974 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160947 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24267 members 
Mstep: Class 18 contains 20873 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102264 members 
Mstep: Class 22 contains 8699 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15049 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688280.000000 Penalty: 95659.250000
Iteration 289Q: 29 clusters Score -1.326883e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103461 members 
Mstep: Class 2 contains 35095 members 
Mstep: Class 3 contains 32695 members 
Mstep: Class 4 contains 116246 members 
Mstep: Class 5 contains 46562 members 
Mstep: Class 6 contains 169852 members 
Mstep: Class 7 contains 32716 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68190 members 
Mstep: Class 10 contains 7974 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160947 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24267 members 
Mstep: Class 18 contains 20873 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102262 members 
Mstep: Class 22 contains 8702 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15049 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688344.000000 Penalty: 95659.250000
Iteration 290Q: 29 clusters Score -1.326883e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103459 members 
Mstep: Class 2 contains 35094 members 
Mstep: Class 3 contains 32695 members 
Mstep: Class 4 contains 116246 members 
Mstep: Class 5 contains 46561 members 
Mstep: Class 6 contains 169851 members 
Mstep: Class 7 contains 32716 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68190 members 
Mstep: Class 10 contains 7974 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160950 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24267 members 
Mstep: Class 18 contains 20873 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102263 members 
Mstep: Class 22 contains 8703 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15049 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688328.000000 Penalty: 95659.250000
Iteration 291Q: 29 clusters Score -1.326883e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103457 members 
Mstep: Class 2 contains 35094 members 
Mstep: Class 3 contains 32693 members 
Mstep: Class 4 contains 116247 members 
Mstep: Class 5 contains 46560 members 
Mstep: Class 6 contains 169853 members 
Mstep: Class 7 contains 32716 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68190 members 
Mstep: Class 10 contains 7974 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160947 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24267 members 
Mstep: Class 18 contains 20873 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102266 members 
Mstep: Class 22 contains 8705 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15049 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688384.000000 Penalty: 95659.250000
Iteration 292Q: 29 clusters Score -1.326884e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103460 members 
Mstep: Class 2 contains 35092 members 
Mstep: Class 3 contains 32690 members 
Mstep: Class 4 contains 116246 members 
Mstep: Class 5 contains 46561 members 
Mstep: Class 6 contains 169856 members 
Mstep: Class 7 contains 32715 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68187 members 
Mstep: Class 10 contains 7974 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160947 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24267 members 
Mstep: Class 18 contains 20873 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102267 members 
Mstep: Class 22 contains 8708 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15048 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688288.000000 Penalty: 95659.250000
Iteration 293Q: 29 clusters Score -1.326883e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103463 members 
Mstep: Class 2 contains 35094 members 
Mstep: Class 3 contains 32690 members 
Mstep: Class 4 contains 116245 members 
Mstep: Class 5 contains 46562 members 
Mstep: Class 6 contains 169855 members 
Mstep: Class 7 contains 32714 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68187 members 
Mstep: Class 10 contains 7974 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160941 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24268 members 
Mstep: Class 18 contains 20874 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102267 members 
Mstep: Class 22 contains 8709 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15048 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688368.000000 Penalty: 95659.250000
Iteration 294Q: 29 clusters Score -1.326884e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103461 members 
Mstep: Class 2 contains 35093 members 
Mstep: Class 3 contains 32695 members 
Mstep: Class 4 contains 116245 members 
Mstep: Class 5 contains 46561 members 
Mstep: Class 6 contains 169860 members 
Mstep: Class 7 contains 32713 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68189 members 
Mstep: Class 10 contains 7975 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160928 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24268 members 
Mstep: Class 18 contains 20875 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102268 members 
Mstep: Class 22 contains 8710 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15050 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688384.000000 Penalty: 95659.250000
Iteration 295Q: 29 clusters Score -1.326884e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103465 members 
Mstep: Class 2 contains 35093 members 
Mstep: Class 3 contains 32695 members 
Mstep: Class 4 contains 116245 members 
Mstep: Class 5 contains 46561 members 
Mstep: Class 6 contains 169860 members 
Mstep: Class 7 contains 32713 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68189 members 
Mstep: Class 10 contains 7974 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160921 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24269 members 
Mstep: Class 18 contains 20875 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102268 members 
Mstep: Class 22 contains 8710 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15053 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688440.000000 Penalty: 95659.250000
Iteration 296Q: 29 clusters Score -1.326884e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103466 members 
Mstep: Class 2 contains 35092 members 
Mstep: Class 3 contains 32699 members 
Mstep: Class 4 contains 116244 members 
Mstep: Class 5 contains 46560 members 
Mstep: Class 6 contains 169862 members 
Mstep: Class 7 contains 32713 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68189 members 
Mstep: Class 10 contains 7974 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160916 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24270 members 
Mstep: Class 18 contains 20875 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102268 members 
Mstep: Class 22 contains 8709 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15054 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688472.000000 Penalty: 95659.250000
Iteration 297Q: 29 clusters Score -1.326885e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103464 members 
Mstep: Class 2 contains 35092 members 
Mstep: Class 3 contains 32700 members 
Mstep: Class 4 contains 116246 members 
Mstep: Class 5 contains 46560 members 
Mstep: Class 6 contains 169864 members 
Mstep: Class 7 contains 32713 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68189 members 
Mstep: Class 10 contains 7974 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160911 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24270 members 
Mstep: Class 18 contains 20875 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102270 members 
Mstep: Class 22 contains 8709 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15054 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688400.000000 Penalty: 95659.250000
Iteration 298Q: 29 clusters Score -1.326884e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103468 members 
Mstep: Class 2 contains 35092 members 
Mstep: Class 3 contains 32700 members 
Mstep: Class 4 contains 116245 members 
Mstep: Class 5 contains 46560 members 
Mstep: Class 6 contains 169870 members 
Mstep: Class 7 contains 32712 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68189 members 
Mstep: Class 10 contains 7974 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160902 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24270 members 
Mstep: Class 18 contains 20875 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102269 members 
Mstep: Class 22 contains 8709 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15056 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688384.000000 Penalty: 95659.250000
Iteration 299Q: 29 clusters Score -1.326884e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103468 members 
Mstep: Class 2 contains 35091 members 
Mstep: Class 3 contains 32701 members 
Mstep: Class 4 contains 116246 members 
Mstep: Class 5 contains 46560 members 
Mstep: Class 6 contains 169867 members 
Mstep: Class 7 contains 32712 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68189 members 
Mstep: Class 10 contains 7974 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160905 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24270 members 
Mstep: Class 18 contains 20875 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102267 members 
Mstep: Class 22 contains 8710 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15056 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688384.000000 Penalty: 95659.250000
Iteration 300F: 29 clusters Score -1.326884e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103468 members 
Mstep: Class 2 contains 35090 members 
Mstep: Class 3 contains 32701 members 
Mstep: Class 4 contains 116246 members 
Mstep: Class 5 contains 46560 members 
Mstep: Class 6 contains 169865 members 
Mstep: Class 7 contains 32710 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68188 members 
Mstep: Class 10 contains 7973 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160911 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24269 members 
Mstep: Class 18 contains 20875 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102267 members 
Mstep: Class 22 contains 8712 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15056 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688432.000000 Penalty: 95659.250000
Iteration 301Q: 29 clusters Score -1.326884e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103473 members 
Mstep: Class 2 contains 35089 members 
Mstep: Class 3 contains 32699 members 
Mstep: Class 4 contains 116243 members 
Mstep: Class 5 contains 46559 members 
Mstep: Class 6 contains 169869 members 
Mstep: Class 7 contains 32711 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68188 members 
Mstep: Class 10 contains 7973 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160904 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24269 members 
Mstep: Class 18 contains 20875 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102269 members 
Mstep: Class 22 contains 8714 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15056 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688408.000000 Penalty: 95659.250000
Iteration 302Q: 29 clusters Score -1.326884e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103474 members 
Mstep: Class 2 contains 35086 members 
Mstep: Class 3 contains 32699 members 
Mstep: Class 4 contains 116242 members 
Mstep: Class 5 contains 46560 members 
Mstep: Class 6 contains 169873 members 
Mstep: Class 7 contains 32711 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68188 members 
Mstep: Class 10 contains 7973 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160902 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24269 members 
Mstep: Class 18 contains 20875 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102268 members 
Mstep: Class 22 contains 8714 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15057 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688400.000000 Penalty: 95659.250000
Iteration 303Q: 29 clusters Score -1.326884e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103476 members 
Mstep: Class 2 contains 35085 members 
Mstep: Class 3 contains 32694 members 
Mstep: Class 4 contains 116241 members 
Mstep: Class 5 contains 46560 members 
Mstep: Class 6 contains 169881 members 
Mstep: Class 7 contains 32713 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68188 members 
Mstep: Class 10 contains 7973 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160896 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24269 members 
Mstep: Class 18 contains 20875 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102268 members 
Mstep: Class 22 contains 8714 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15058 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688368.000000 Penalty: 95659.250000
Iteration 304Q: 29 clusters Score -1.326884e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103480 members 
Mstep: Class 2 contains 35084 members 
Mstep: Class 3 contains 32692 members 
Mstep: Class 4 contains 116243 members 
Mstep: Class 5 contains 46561 members 
Mstep: Class 6 contains 169887 members 
Mstep: Class 7 contains 32713 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68188 members 
Mstep: Class 10 contains 7973 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160891 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24268 members 
Mstep: Class 18 contains 20875 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102266 members 
Mstep: Class 22 contains 8712 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15058 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688376.000000 Penalty: 95659.250000
Iteration 305Q: 29 clusters Score -1.326884e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103480 members 
Mstep: Class 2 contains 35086 members 
Mstep: Class 3 contains 32691 members 
Mstep: Class 4 contains 116245 members 
Mstep: Class 5 contains 46561 members 
Mstep: Class 6 contains 169884 members 
Mstep: Class 7 contains 32713 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68188 members 
Mstep: Class 10 contains 7973 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160891 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24267 members 
Mstep: Class 18 contains 20875 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102266 members 
Mstep: Class 22 contains 8713 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15058 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688368.000000 Penalty: 95659.250000
Iteration 306Q: 29 clusters Score -1.326884e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103479 members 
Mstep: Class 2 contains 35087 members 
Mstep: Class 3 contains 32691 members 
Mstep: Class 4 contains 116245 members 
Mstep: Class 5 contains 46561 members 
Mstep: Class 6 contains 169886 members 
Mstep: Class 7 contains 32712 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68188 members 
Mstep: Class 10 contains 7973 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160887 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24268 members 
Mstep: Class 18 contains 20875 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102265 members 
Mstep: Class 22 contains 8714 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15060 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688320.000000 Penalty: 95659.250000
Iteration 307Q: 29 clusters Score -1.326883e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103483 members 
Mstep: Class 2 contains 35087 members 
Mstep: Class 3 contains 32690 members 
Mstep: Class 4 contains 116245 members 
Mstep: Class 5 contains 46561 members 
Mstep: Class 6 contains 169889 members 
Mstep: Class 7 contains 32710 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68188 members 
Mstep: Class 10 contains 7974 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160884 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24267 members 
Mstep: Class 18 contains 20875 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102263 members 
Mstep: Class 22 contains 8714 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15061 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688416.000000 Penalty: 95659.250000
Iteration 308Q: 29 clusters Score -1.326884e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103489 members 
Mstep: Class 2 contains 35087 members 
Mstep: Class 3 contains 32687 members 
Mstep: Class 4 contains 116244 members 
Mstep: Class 5 contains 46561 members 
Mstep: Class 6 contains 169898 members 
Mstep: Class 7 contains 32710 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68187 members 
Mstep: Class 10 contains 7975 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160876 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24267 members 
Mstep: Class 18 contains 20874 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102262 members 
Mstep: Class 22 contains 8714 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15060 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688392.000000 Penalty: 95659.250000
Iteration 309Q: 29 clusters Score -1.326884e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103489 members 
Mstep: Class 2 contains 35087 members 
Mstep: Class 3 contains 32688 members 
Mstep: Class 4 contains 116244 members 
Mstep: Class 5 contains 46561 members 
Mstep: Class 6 contains 169901 members 
Mstep: Class 7 contains 32710 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68187 members 
Mstep: Class 10 contains 7976 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160872 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24267 members 
Mstep: Class 18 contains 20874 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102260 members 
Mstep: Class 22 contains 8714 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15061 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688408.000000 Penalty: 95659.250000
Iteration 310Q: 29 clusters Score -1.326884e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103492 members 
Mstep: Class 2 contains 35089 members 
Mstep: Class 3 contains 32690 members 
Mstep: Class 4 contains 116244 members 
Mstep: Class 5 contains 46561 members 
Mstep: Class 6 contains 169898 members 
Mstep: Class 7 contains 32711 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68187 members 
Mstep: Class 10 contains 7977 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160871 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24265 members 
Mstep: Class 18 contains 20874 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102256 members 
Mstep: Class 22 contains 8714 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15062 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688464.000000 Penalty: 95659.250000
Iteration 311Q: 29 clusters Score -1.326885e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103493 members 
Mstep: Class 2 contains 35089 members 
Mstep: Class 3 contains 32690 members 
Mstep: Class 4 contains 116245 members 
Mstep: Class 5 contains 46561 members 
Mstep: Class 6 contains 169909 members 
Mstep: Class 7 contains 32711 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68187 members 
Mstep: Class 10 contains 7978 members 
Mstep: Class 11 contains 3174 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160858 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24265 members 
Mstep: Class 18 contains 20874 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102255 members 
Mstep: Class 22 contains 8714 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15061 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688440.000000 Penalty: 95659.250000
Iteration 312Q: 29 clusters Score -1.326884e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103493 members 
Mstep: Class 2 contains 35089 members 
Mstep: Class 3 contains 32690 members 
Mstep: Class 4 contains 116245 members 
Mstep: Class 5 contains 46562 members 
Mstep: Class 6 contains 169918 members 
Mstep: Class 7 contains 32711 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68187 members 
Mstep: Class 10 contains 7978 members 
Mstep: Class 11 contains 3174 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160851 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24264 members 
Mstep: Class 18 contains 20874 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102253 members 
Mstep: Class 22 contains 8714 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15061 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688432.000000 Penalty: 95659.250000
Iteration 313Q: 29 clusters Score -1.326884e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103492 members 
Mstep: Class 2 contains 35090 members 
Mstep: Class 3 contains 32690 members 
Mstep: Class 4 contains 116243 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169919 members 
Mstep: Class 7 contains 32711 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68187 members 
Mstep: Class 10 contains 7978 members 
Mstep: Class 11 contains 3174 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160855 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24262 members 
Mstep: Class 18 contains 20874 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102250 members 
Mstep: Class 22 contains 8713 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15063 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688432.000000 Penalty: 95659.250000
Iteration 314Q: 29 clusters Score -1.326884e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103497 members 
Mstep: Class 2 contains 35090 members 
Mstep: Class 3 contains 32690 members 
Mstep: Class 4 contains 116240 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169917 members 
Mstep: Class 7 contains 32710 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68187 members 
Mstep: Class 10 contains 7978 members 
Mstep: Class 11 contains 3174 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160854 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24263 members 
Mstep: Class 18 contains 20873 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102248 members 
Mstep: Class 22 contains 8714 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15066 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688384.000000 Penalty: 95659.250000
Iteration 315Q: 29 clusters Score -1.326884e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103495 members 
Mstep: Class 2 contains 35090 members 
Mstep: Class 3 contains 32689 members 
Mstep: Class 4 contains 116240 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169922 members 
Mstep: Class 7 contains 32710 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68186 members 
Mstep: Class 10 contains 7978 members 
Mstep: Class 11 contains 3174 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160854 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24263 members 
Mstep: Class 18 contains 20873 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102243 members 
Mstep: Class 22 contains 8716 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15068 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688424.000000 Penalty: 95659.250000
Iteration 316Q: 29 clusters Score -1.326884e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103494 members 
Mstep: Class 2 contains 35092 members 
Mstep: Class 3 contains 32690 members 
Mstep: Class 4 contains 116239 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169923 members 
Mstep: Class 7 contains 32710 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68186 members 
Mstep: Class 10 contains 7978 members 
Mstep: Class 11 contains 3174 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160857 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24261 members 
Mstep: Class 18 contains 20873 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102238 members 
Mstep: Class 22 contains 8716 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15070 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688408.000000 Penalty: 95659.250000
Iteration 317Q: 29 clusters Score -1.326884e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103496 members 
Mstep: Class 2 contains 35092 members 
Mstep: Class 3 contains 32690 members 
Mstep: Class 4 contains 116239 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169932 members 
Mstep: Class 7 contains 32710 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68185 members 
Mstep: Class 10 contains 7978 members 
Mstep: Class 11 contains 3174 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 160852 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24260 members 
Mstep: Class 18 contains 20873 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102234 members 
Mstep: Class 22 contains 8717 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15069 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688360.000000 Penalty: 95659.250000
Iteration 318Q: 29 clusters Score -1.326884e+08 nChanged 26
Entering ConstructFrom: 
Score: -132688360.000000 Penalty: 95659.250000
Entering ConstructFrom: 
Trying to split cluster 1 (103494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103494 members 
Entering Unmasked Estep 
Score: -14671228.000000 Penalty: 2863.722656
	Iteration 0F: 2 clusters Score -1.467123e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51707 members 
Mstep: Class 2 contains 51787 members 
Entering Unmasked Estep 
Score: -14603259.000000 Penalty: 5727.445312
	Iteration 0F: 3 clusters Score -1.460326e+07 nChanged 49130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51549 members 
Mstep: Class 2 contains 51945 members 
Entering Unmasked Estep 
Score: -14631120.000000 Penalty: 5727.445312
	Iteration 1F: 3 clusters Score -1.463112e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51425 members 
Mstep: Class 2 contains 52069 members 
Entering Unmasked Estep 
Score: -14631779.000000 Penalty: 5727.445312
	Iteration 2Q: 3 clusters Score -1.463178e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51257 members 
Mstep: Class 2 contains 52237 members 
Entering Unmasked Estep 
Score: -14632410.000000 Penalty: 5727.445312
	Iteration 3Q: 3 clusters Score -1.463241e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50942 members 
Mstep: Class 2 contains 52552 members 
Entering Unmasked Estep 
Score: -14633065.000000 Penalty: 5727.445312
	Iteration 4Q: 3 clusters Score -1.463306e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50539 members 
Mstep: Class 2 contains 52955 members 
Entering Unmasked Estep 
Score: -14633994.000000 Penalty: 5727.445312
	Iteration 5Q: 3 clusters Score -1.463399e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49901 members 
Mstep: Class 2 contains 53593 members 
Entering Unmasked Estep 
Score: -14635407.000000 Penalty: 5727.445312
	Iteration 6Q: 3 clusters Score -1.463541e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49106 members 
Mstep: Class 2 contains 54388 members 
Entering Unmasked Estep 
Score: -14637127.000000 Penalty: 5727.445312
	Iteration 7Q: 3 clusters Score -1.463713e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47973 members 
Mstep: Class 2 contains 55521 members 
Entering Unmasked Estep 
Score: -14639987.000000 Penalty: 5727.445312
	Iteration 8Q: 3 clusters Score -1.463999e+07 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46471 members 
Mstep: Class 2 contains 57023 members 
Entering Unmasked Estep 
Score: -14644164.000000 Penalty: 5727.445312
	Iteration 9F: 3 clusters Score -1.464416e+07 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 58471 members 
Entering Unmasked Estep 
Score: -14649584.000000 Penalty: 5727.445312
	Iteration 10F: 3 clusters Score -1.464958e+07 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 59392 members 
Entering Unmasked Estep 
Score: -14653864.000000 Penalty: 5727.445312
	Iteration 11F: 3 clusters Score -1.465386e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43576 members 
Mstep: Class 2 contains 59918 members 
Entering Unmasked Estep 
Score: -14655719.000000 Penalty: 5727.445312
	Iteration 12Q: 3 clusters Score -1.465572e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 60307 members 
Entering Unmasked Estep 
Score: -14656279.000000 Penalty: 5727.445312
	Iteration 13Q: 3 clusters Score -1.465628e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Mstep: Class 2 contains 60721 members 
Entering Unmasked Estep 
Score: -14656450.000000 Penalty: 5727.445312
	Iteration 14Q: 3 clusters Score -1.465645e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 61156 members 
Entering Unmasked Estep 
Score: -14656574.000000 Penalty: 5727.445312
	Iteration 15Q: 3 clusters Score -1.465657e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41901 members 
Mstep: Class 2 contains 61593 members 
Entering Unmasked Estep 
Score: -14656719.000000 Penalty: 5727.445312
	Iteration 16Q: 3 clusters Score -1.465672e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 62049 members 
Entering Unmasked Estep 
Score: -14656801.000000 Penalty: 5727.445312
	Iteration 17Q: 3 clusters Score -1.46568e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 62533 members 
Entering Unmasked Estep 
Score: -14656916.000000 Penalty: 5727.445312
	Iteration 18Q: 3 clusters Score -1.465692e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 63025 members 
Entering Unmasked Estep 
Score: -14657056.000000 Penalty: 5727.445312
	Iteration 19Q: 3 clusters Score -1.465706e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 63496 members 
Entering Unmasked Estep 
Score: -14657124.000000 Penalty: 5727.445312
	Iteration 20F: 3 clusters Score -1.465712e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39492 members 
Mstep: Class 2 contains 64002 members 
Entering Unmasked Estep 
Score: -14657251.000000 Penalty: 5727.445312
	Iteration 21Q: 3 clusters Score -1.465725e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38934 members 
Mstep: Class 2 contains 64560 members 
Entering Unmasked Estep 
Score: -14657333.000000 Penalty: 5727.445312
	Iteration 22Q: 3 clusters Score -1.465733e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 65140 members 
Entering Unmasked Estep 
Score: -14657413.000000 Penalty: 5727.445312
	Iteration 23Q: 3 clusters Score -1.465741e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 65743 members 
Entering Unmasked Estep 
Score: -14657433.000000 Penalty: 5727.445312
	Iteration 24Q: 3 clusters Score -1.465743e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37119 members 
Mstep: Class 2 contains 66375 members 
Entering Unmasked Estep 
Score: -14657544.000000 Penalty: 5727.445312
	Iteration 25Q: 3 clusters Score -1.465754e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 67019 members 
Entering Unmasked Estep 
Score: -14657710.000000 Penalty: 5727.445312
	Iteration 26Q: 3 clusters Score -1.465771e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 67742 members 
Entering Unmasked Estep 
Score: -14657814.000000 Penalty: 5727.445312
	Iteration 27Q: 3 clusters Score -1.465781e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 68536 members 
Entering Unmasked Estep 
Score: -14657998.000000 Penalty: 5727.445312
	Iteration 28Q: 3 clusters Score -1.4658e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 69382 members 
Entering Unmasked Estep 
Score: -14658198.000000 Penalty: 5727.445312
	Iteration 29Q: 3 clusters Score -1.46582e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 70297 members 
Entering Unmasked Estep 
Score: -14658354.000000 Penalty: 5727.445312
	Iteration 30Q: 3 clusters Score -1.465835e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 71276 members 
Entering Unmasked Estep 
Score: -14658528.000000 Penalty: 5727.445312
	Iteration 31Q: 3 clusters Score -1.465853e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 72325 members 
Entering Unmasked Estep 
Score: -14658702.000000 Penalty: 5727.445312
	Iteration 32Q: 3 clusters Score -1.46587e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 73484 members 
Entering Unmasked Estep 
Score: -14658978.000000 Penalty: 5727.445312
	Iteration 33Q: 3 clusters Score -1.465898e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 74708 members 
Entering Unmasked Estep 
Score: -14659377.000000 Penalty: 5727.445312
	Iteration 34Q: 3 clusters Score -1.465938e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 76067 members 
Entering Unmasked Estep 
Score: -14659808.000000 Penalty: 5727.445312
	Iteration 35Q: 3 clusters Score -1.465981e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 77514 members 
Entering Unmasked Estep 
Score: -14660355.000000 Penalty: 5727.445312
	Iteration 36Q: 3 clusters Score -1.466036e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 78944 members 
Entering Unmasked Estep 
Score: -14660908.000000 Penalty: 5727.445312
	Iteration 37Q: 3 clusters Score -1.466091e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 80438 members 
Entering Unmasked Estep 
Score: -14661535.000000 Penalty: 5727.445312
	Iteration 38Q: 3 clusters Score -1.466154e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 81929 members 
Entering Unmasked Estep 
Score: -14662244.000000 Penalty: 5727.445312
	Iteration 39Q: 3 clusters Score -1.466224e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 83375 members 
Entering Unmasked Estep 
Score: -14662874.000000 Penalty: 5727.445312
	Iteration 40F: 3 clusters Score -1.466287e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 84762 members 
Entering Unmasked Estep 
Score: -14663369.000000 Penalty: 5727.445312
	Iteration 41Q: 3 clusters Score -1.466337e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 85989 members 
Entering Unmasked Estep 
Score: -14663889.000000 Penalty: 5727.445312
	Iteration 42Q: 3 clusters Score -1.466389e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 87160 members 
Entering Unmasked Estep 
Score: -14664349.000000 Penalty: 5727.445312
	Iteration 43Q: 3 clusters Score -1.466435e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 88232 members 
Entering Unmasked Estep 
Score: -14664771.000000 Penalty: 5727.445312
	Iteration 44Q: 3 clusters Score -1.466477e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 89179 members 
Entering Unmasked Estep 
Score: -14665203.000000 Penalty: 5727.445312
	Iteration 45Q: 3 clusters Score -1.46652e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 90079 members 
Entering Unmasked Estep 
Score: -14665705.000000 Penalty: 5727.445312
	Iteration 46Q: 3 clusters Score -1.46657e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 90901 members 
Entering Unmasked Estep 
Score: -14666213.000000 Penalty: 5727.445312
	Iteration 47Q: 3 clusters Score -1.466621e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 91673 members 
Entering Unmasked Estep 
Score: -14666905.000000 Penalty: 5727.445312
	Iteration 48Q: 3 clusters Score -1.46669e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 92357 members 
Entering Unmasked Estep 
Score: -14667617.000000 Penalty: 5727.445312
	Iteration 49Q: 3 clusters Score -1.466762e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 92887 members 
Entering Unmasked Estep 
Score: -14668326.000000 Penalty: 5727.445312
	Iteration 50Q: 3 clusters Score -1.466833e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 93253 members 
Entering Unmasked Estep 
Score: -14668936.000000 Penalty: 5727.445312
	Iteration 51Q: 3 clusters Score -1.466894e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 93495 members 
Entering Unmasked Estep 
Score: -14669326.000000 Penalty: 5727.445312
	Iteration 52Q: 3 clusters Score -1.466933e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 93637 members 
Entering Unmasked Estep 
Score: -14669592.000000 Penalty: 5727.445312
	Iteration 53Q: 3 clusters Score -1.466959e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 93753 members 
Entering Unmasked Estep 
Score: -14669744.000000 Penalty: 5727.445312
	Iteration 54Q: 3 clusters Score -1.466974e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 93814 members 
Entering Unmasked Estep 
Score: -14669813.000000 Penalty: 5727.445312
	Iteration 55Q: 3 clusters Score -1.466981e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 93842 members 
Entering Unmasked Estep 
Score: -14669911.000000 Penalty: 5727.445312
	Iteration 56Q: 3 clusters Score -1.466991e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 93840 members 
Entering Unmasked Estep 
Score: -14669959.000000 Penalty: 5727.445312
	Iteration 57Q: 3 clusters Score -1.466996e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 93843 members 
Entering Unmasked Estep 
Score: -14669978.000000 Penalty: 5727.445312
	Iteration 58Q: 3 clusters Score -1.466998e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 93838 members 
Entering Unmasked Estep 
Score: -14669993.000000 Penalty: 5727.445312
	Iteration 59Q: 3 clusters Score -1.466999e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 93832 members 
Entering Unmasked Estep 
Score: -14670135.000000 Penalty: 5727.445312
	Iteration 60F: 3 clusters Score -1.467014e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 93701 members 
Entering Unmasked Estep 
Score: -14670226.000000 Penalty: 5727.445312
	Iteration 61Q: 3 clusters Score -1.467023e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 93585 members 
Entering Unmasked Estep 
Score: -14670298.000000 Penalty: 5727.445312
	Iteration 62Q: 3 clusters Score -1.46703e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 93469 members 
Entering Unmasked Estep 
Score: -14670363.000000 Penalty: 5727.445312
	Iteration 63Q: 3 clusters Score -1.467036e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 93369 members 
Entering Unmasked Estep 
Score: -14670341.000000 Penalty: 5727.445312
	Iteration 64Q: 3 clusters Score -1.467034e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 93272 members 
Entering Unmasked Estep 
Score: -14670371.000000 Penalty: 5727.445312
	Iteration 65Q: 3 clusters Score -1.467037e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 93187 members 
Entering Unmasked Estep 
Score: -14670371.000000 Penalty: 5727.445312
	Iteration 66Q: 3 clusters Score -1.467037e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 93120 members 
Entering Unmasked Estep 
Score: -14670424.000000 Penalty: 5727.445312
	Iteration 67Q: 3 clusters Score -1.467042e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 93077 members 
Entering Unmasked Estep 
Score: -14670462.000000 Penalty: 5727.445312
	Iteration 68Q: 3 clusters Score -1.467046e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 93028 members 
Entering Unmasked Estep 
Score: -14670486.000000 Penalty: 5727.445312
	Iteration 69Q: 3 clusters Score -1.467049e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 92972 members 
Entering Unmasked Estep 
Score: -14670502.000000 Penalty: 5727.445312
	Iteration 70Q: 3 clusters Score -1.46705e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 92937 members 
Entering Unmasked Estep 
Score: -14670516.000000 Penalty: 5727.445312
	Iteration 71Q: 3 clusters Score -1.467052e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 92903 members 
Entering Unmasked Estep 
Score: -14670502.000000 Penalty: 5727.445312
	Iteration 72Q: 3 clusters Score -1.46705e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 92880 members 
Entering Unmasked Estep 
Score: -14670521.000000 Penalty: 5727.445312
	Iteration 73Q: 3 clusters Score -1.467052e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 92857 members 
Entering Unmasked Estep 
Score: -14670524.000000 Penalty: 5727.445312
	Iteration 74Q: 3 clusters Score -1.467052e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 92842 members 
Entering Unmasked Estep 
Score: -14670540.000000 Penalty: 5727.445312
	Iteration 75Q: 3 clusters Score -1.467054e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 92823 members 
Entering Unmasked Estep 
Score: -14670548.000000 Penalty: 5727.445312
	Iteration 76Q: 3 clusters Score -1.467055e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 92808 members 
Entering Unmasked Estep 
Score: -14670546.000000 Penalty: 5727.445312
	Iteration 77Q: 3 clusters Score -1.467055e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 92790 members 
Entering Unmasked Estep 
Score: -14670563.000000 Penalty: 5727.445312
	Iteration 78Q: 3 clusters Score -1.467056e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 92780 members 
Entering Unmasked Estep 
Score: -14670562.000000 Penalty: 5727.445312
	Iteration 79Q: 3 clusters Score -1.467056e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 92771 members 
Entering Unmasked Estep 
Score: -14670571.000000 Penalty: 5727.445312
	Iteration 80F: 3 clusters Score -1.467057e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 92763 members 
Entering Unmasked Estep 
Score: -14670584.000000 Penalty: 5727.445312
	Iteration 81Q: 3 clusters Score -1.467058e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 92756 members 
Entering Unmasked Estep 
Score: -14670567.000000 Penalty: 5727.445312
	Iteration 82Q: 3 clusters Score -1.467057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 92752 members 
Entering Unmasked Estep 
Score: -14670571.000000 Penalty: 5727.445312
	Iteration 83Q: 3 clusters Score -1.467057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 92746 members 
Entering Unmasked Estep 
Score: -14670579.000000 Penalty: 5727.445312
	Iteration 84Q: 3 clusters Score -1.467058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 92738 members 
Entering Unmasked Estep 
Score: -14670567.000000 Penalty: 5727.445312
	Iteration 85Q: 3 clusters Score -1.467057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 92736 members 
Entering Unmasked Estep 
Score: -14670587.000000 Penalty: 5727.445312
	Iteration 86Q: 3 clusters Score -1.467059e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 92733 members 
Entering Unmasked Estep 
Score: -14670594.000000 Penalty: 5727.445312
	Iteration 87Q: 3 clusters Score -1.467059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 92733 members 
Entering Unmasked Estep 
Score: -14670590.000000 Penalty: 5727.445312
	Iteration 88Q: 3 clusters Score -1.467059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 92729 members 
Entering Unmasked Estep 
Score: -14670582.000000 Penalty: 5727.445312
	Iteration 89Q: 3 clusters Score -1.467058e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 92723 members 
Entering Unmasked Estep 
Score: -14670572.000000 Penalty: 5727.445312
	Iteration 90Q: 3 clusters Score -1.467057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 92721 members 
Entering Unmasked Estep 
Score: -14670567.000000 Penalty: 5727.445312
	Iteration 91Q: 3 clusters Score -1.467057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 92720 members 
Entering Unmasked Estep 
Score: -14670557.000000 Penalty: 5727.445312
	Iteration 92Q: 3 clusters Score -1.467056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 92719 members 
Entering Unmasked Estep 
Score: -14670568.000000 Penalty: 5727.445312
	Iteration 93Q: 3 clusters Score -1.467057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 92717 members 
Entering Unmasked Estep 
Score: -14670566.000000 Penalty: 5727.445312
	Iteration 94Q: 3 clusters Score -1.467057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 92716 members 
Entering Unmasked Estep 
Score: -14670571.000000 Penalty: 5727.445312
	Iteration 95Q: 3 clusters Score -1.467057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 92715 members 
Entering Unmasked Estep 
Score: -14670568.000000 Penalty: 5727.445312
	Iteration 96Q: 3 clusters Score -1.467057e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 92715 members 
Entering Unmasked Estep 
Score: -14670568.000000 Penalty: 5727.445312
	Iteration 97F: 3 clusters Score -1.467057e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35093 members 
Entering Unmasked Estep 
Score: -4812172.500000 Penalty: 2595.507812
	Iteration 0F: 2 clusters Score -4812172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -4788279.000000 Penalty: 5191.015625
	Iteration 0F: 3 clusters Score -4788279 nChanged 15955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -4796984.000000 Penalty: 5191.015625
	Iteration 1F: 3 clusters Score -4796984 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -4797557.000000 Penalty: 5191.015625
	Iteration 2Q: 3 clusters Score -4797557 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -4798097.500000 Penalty: 5191.015625
	Iteration 3Q: 3 clusters Score -4798098 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -4798571.000000 Penalty: 5191.015625
	Iteration 4Q: 3 clusters Score -4798571 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -4798958.000000 Penalty: 5191.015625
	Iteration 5Q: 3 clusters Score -4798958 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -4799244.500000 Penalty: 5191.015625
	Iteration 6Q: 3 clusters Score -4799244 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -4799521.000000 Penalty: 5191.015625
	Iteration 7Q: 3 clusters Score -4799521 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -4799770.500000 Penalty: 5191.015625
	Iteration 8Q: 3 clusters Score -4799770 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -4800049.500000 Penalty: 5191.015625
	Iteration 9Q: 3 clusters Score -4800050 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -4800355.000000 Penalty: 5191.015625
	Iteration 10Q: 3 clusters Score -4800355 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -4800623.500000 Penalty: 5191.015625
	Iteration 11Q: 3 clusters Score -4800624 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -4800879.500000 Penalty: 5191.015625
	Iteration 12Q: 3 clusters Score -4800880 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -4801137.000000 Penalty: 5191.015625
	Iteration 13Q: 3 clusters Score -4801137 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -4801370.000000 Penalty: 5191.015625
	Iteration 14Q: 3 clusters Score -4801370 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -4801655.500000 Penalty: 5191.015625
	Iteration 15Q: 3 clusters Score -4801656 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -4801927.500000 Penalty: 5191.015625
	Iteration 16Q: 3 clusters Score -4801928 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -4802245.000000 Penalty: 5191.015625
	Iteration 17Q: 3 clusters Score -4802245 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -4802531.500000 Penalty: 5191.015625
	Iteration 18Q: 3 clusters Score -4802532 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -4802884.500000 Penalty: 5191.015625
	Iteration 19Q: 3 clusters Score -4802884 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -4803260.000000 Penalty: 5191.015625
	Iteration 20F: 3 clusters Score -4803260 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -4803714.500000 Penalty: 5191.015625
	Iteration 21Q: 3 clusters Score -4803714 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -4804277.000000 Penalty: 5191.015625
	Iteration 22Q: 3 clusters Score -4804277 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -4804940.500000 Penalty: 5191.015625
	Iteration 23Q: 3 clusters Score -4804940 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -4805603.500000 Penalty: 5191.015625
	Iteration 24Q: 3 clusters Score -4805604 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -4806193.500000 Penalty: 5191.015625
	Iteration 25Q: 3 clusters Score -4806194 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -4806776.000000 Penalty: 5191.015625
	Iteration 26Q: 3 clusters Score -4806776 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -4807322.500000 Penalty: 5191.015625
	Iteration 27Q: 3 clusters Score -4807322 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -4807802.500000 Penalty: 5191.015625
	Iteration 28Q: 3 clusters Score -4807802 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -4808236.500000 Penalty: 5191.015625
	Iteration 29Q: 3 clusters Score -4808236 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -4808647.500000 Penalty: 5191.015625
	Iteration 30Q: 3 clusters Score -4808648 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -4808960.500000 Penalty: 5191.015625
	Iteration 31Q: 3 clusters Score -4808960 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -4809201.000000 Penalty: 5191.015625
	Iteration 32Q: 3 clusters Score -4809201 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -4809376.500000 Penalty: 5191.015625
	Iteration 33Q: 3 clusters Score -4809376 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -4809525.500000 Penalty: 5191.015625
	Iteration 34Q: 3 clusters Score -4809526 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -4809642.000000 Penalty: 5191.015625
	Iteration 35Q: 3 clusters Score -4809642 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -4809748.500000 Penalty: 5191.015625
	Iteration 36Q: 3 clusters Score -4809748 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -4809816.000000 Penalty: 5191.015625
	Iteration 37Q: 3 clusters Score -4809816 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4809871.000000 Penalty: 5191.015625
	Iteration 38Q: 3 clusters Score -4809871 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -4809933.500000 Penalty: 5191.015625
	Iteration 39Q: 3 clusters Score -4809934 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -4809974.000000 Penalty: 5191.015625
	Iteration 40F: 3 clusters Score -4809974 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -4809988.500000 Penalty: 5191.015625
	Iteration 41Q: 3 clusters Score -4809988 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -4810014.500000 Penalty: 5191.015625
	Iteration 42Q: 3 clusters Score -4810014 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -4810027.000000 Penalty: 5191.015625
	Iteration 43Q: 3 clusters Score -4810027 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -4810040.500000 Penalty: 5191.015625
	Iteration 44Q: 3 clusters Score -4810040 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33416 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4810053.500000 Penalty: 5191.015625
	Iteration 45Q: 3 clusters Score -4810054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -4810055.500000 Penalty: 5191.015625
	Iteration 46Q: 3 clusters Score -4810056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4810061.500000 Penalty: 5191.015625
	Iteration 47Q: 3 clusters Score -4810062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4810069.500000 Penalty: 5191.015625
	Iteration 48Q: 3 clusters Score -4810070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -4810078.500000 Penalty: 5191.015625
	Iteration 49Q: 3 clusters Score -4810078 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4810082.500000 Penalty: 5191.015625
	Iteration 50Q: 3 clusters Score -4810082 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4810087.000000 Penalty: 5191.015625
	Iteration 51Q: 3 clusters Score -4810087 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -4810098.500000 Penalty: 5191.015625
	Iteration 52Q: 3 clusters Score -4810098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33570 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -4810098.500000 Penalty: 5191.015625
	Iteration 53Q: 3 clusters Score -4810098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4810109.000000 Penalty: 5191.015625
	Iteration 54Q: 3 clusters Score -4810109 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -4810110.500000 Penalty: 5191.015625
	Iteration 55Q: 3 clusters Score -4810110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33619 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4810110.500000 Penalty: 5191.015625
	Iteration 56Q: 3 clusters Score -4810110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -4810121.000000 Penalty: 5191.015625
	Iteration 57Q: 3 clusters Score -4810121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4810117.500000 Penalty: 5191.015625
	Iteration 58Q: 3 clusters Score -4810118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4810130.000000 Penalty: 5191.015625
	Iteration 59Q: 3 clusters Score -4810130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4810128.000000 Penalty: 5191.015625
	Iteration 60F: 3 clusters Score -4810128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4810125.000000 Penalty: 5191.015625
	Iteration 61Q: 3 clusters Score -4810125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4810121.000000 Penalty: 5191.015625
	Iteration 62Q: 3 clusters Score -4810121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4810122.000000 Penalty: 5191.015625
	Iteration 63Q: 3 clusters Score -4810122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4810122.500000 Penalty: 5191.015625
	Iteration 64Q: 3 clusters Score -4810122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4810122.500000 Penalty: 5191.015625
	Iteration 65Q: 3 clusters Score -4810122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33660 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4810124.500000 Penalty: 5191.015625
	Iteration 66Q: 3 clusters Score -4810124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4810124.500000 Penalty: 5191.015625
	Iteration 67Q: 3 clusters Score -4810124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -4810125.000000 Penalty: 5191.015625
	Iteration 68Q: 3 clusters Score -4810125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4810129.500000 Penalty: 5191.015625
	Iteration 69Q: 3 clusters Score -4810130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -4810128.000000 Penalty: 5191.015625
	Iteration 70Q: 3 clusters Score -4810128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33669 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4810127.500000 Penalty: 5191.015625
	Iteration 71Q: 3 clusters Score -4810128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -4810129.500000 Penalty: 5191.015625
	Iteration 72Q: 3 clusters Score -4810130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4810127.500000 Penalty: 5191.015625
	Iteration 73Q: 3 clusters Score -4810128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4810127.500000 Penalty: 5191.015625
	Iteration 74Q: 3 clusters Score -4810128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4810130.000000 Penalty: 5191.015625
	Iteration 75Q: 3 clusters Score -4810130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4810134.000000 Penalty: 5191.015625
	Iteration 76Q: 3 clusters Score -4810134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4810132.000000 Penalty: 5191.015625
	Iteration 77Q: 3 clusters Score -4810132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -4810141.500000 Penalty: 5191.015625
	Iteration 78Q: 3 clusters Score -4810142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4810142.000000 Penalty: 5191.015625
	Iteration 79Q: 3 clusters Score -4810142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4810156.000000 Penalty: 5191.015625
	Iteration 80F: 3 clusters Score -4810156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4810161.500000 Penalty: 5191.015625
	Iteration 81Q: 3 clusters Score -4810162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -4810164.000000 Penalty: 5191.015625
	Iteration 82Q: 3 clusters Score -4810164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4810165.500000 Penalty: 5191.015625
	Iteration 83Q: 3 clusters Score -4810166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33753 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -4810167.500000 Penalty: 5191.015625
	Iteration 84Q: 3 clusters Score -4810168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33765 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4810174.500000 Penalty: 5191.015625
	Iteration 85Q: 3 clusters Score -4810174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33774 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -4810179.000000 Penalty: 5191.015625
	Iteration 86Q: 3 clusters Score -4810179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4810183.000000 Penalty: 5191.015625
	Iteration 87Q: 3 clusters Score -4810183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -4810183.000000 Penalty: 5191.015625
	Iteration 88Q: 3 clusters Score -4810183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33790 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4810184.000000 Penalty: 5191.015625
	Iteration 89Q: 3 clusters Score -4810184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -4810180.500000 Penalty: 5191.015625
	Iteration 90Q: 3 clusters Score -4810180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -4810182.500000 Penalty: 5191.015625
	Iteration 91Q: 3 clusters Score -4810182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -4810184.500000 Penalty: 5191.015625
	Iteration 92Q: 3 clusters Score -4810184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -4810181.000000 Penalty: 5191.015625
	Iteration 93Q: 3 clusters Score -4810181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -4810184.500000 Penalty: 5191.015625
	Iteration 94Q: 3 clusters Score -4810184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -4810188.000000 Penalty: 5191.015625
	Iteration 95Q: 3 clusters Score -4810188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4810186.000000 Penalty: 5191.015625
	Iteration 96Q: 3 clusters Score -4810186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33814 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4810190.000000 Penalty: 5191.015625
	Iteration 97Q: 3 clusters Score -4810190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4810187.500000 Penalty: 5191.015625
	Iteration 98Q: 3 clusters Score -4810188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4810189.500000 Penalty: 5191.015625
	Iteration 99Q: 3 clusters Score -4810190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -4810195.500000 Penalty: 5191.015625
	Iteration 100F: 3 clusters Score -4810196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4810207.500000 Penalty: 5191.015625
	Iteration 101Q: 3 clusters Score -4810208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -4810203.000000 Penalty: 5191.015625
	Iteration 102Q: 3 clusters Score -4810203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33840 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4810202.000000 Penalty: 5191.015625
	Iteration 103Q: 3 clusters Score -4810202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33840 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4810203.500000 Penalty: 5191.015625
	Iteration 104Q: 3 clusters Score -4810204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -4810203.500000 Penalty: 5191.015625
	Iteration 105Q: 3 clusters Score -4810204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -4810205.000000 Penalty: 5191.015625
	Iteration 106Q: 3 clusters Score -4810205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -4810204.500000 Penalty: 5191.015625
	Iteration 107Q: 3 clusters Score -4810204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -4810204.500000 Penalty: 5191.015625
	Iteration 108F: 3 clusters Score -4810204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (32690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Entering Unmasked Estep 
Score: -4640386.000000 Penalty: 2577.916260
	Iteration 0F: 2 clusters Score -4640386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -4617943.500000 Penalty: 5155.832520
	Iteration 0F: 3 clusters Score -4617944 nChanged 14919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -4626189.000000 Penalty: 5155.832520
	Iteration 1F: 3 clusters Score -4626189 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -4626881.500000 Penalty: 5155.832520
	Iteration 2F: 3 clusters Score -4626882 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -4627590.500000 Penalty: 5155.832520
	Iteration 3Q: 3 clusters Score -4627590 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -4628299.000000 Penalty: 5155.832520
	Iteration 4Q: 3 clusters Score -4628299 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -4629160.000000 Penalty: 5155.832520
	Iteration 5Q: 3 clusters Score -4629160 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -4630245.000000 Penalty: 5155.832520
	Iteration 6F: 3 clusters Score -4630245 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -4631604.000000 Penalty: 5155.832520
	Iteration 7F: 3 clusters Score -4631604 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -4633020.000000 Penalty: 5155.832520
	Iteration 8F: 3 clusters Score -4633020 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -4634500.500000 Penalty: 5155.832520
	Iteration 9F: 3 clusters Score -4634500 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -4635721.500000 Penalty: 5155.832520
	Iteration 10Q: 3 clusters Score -4635722 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -4636526.000000 Penalty: 5155.832520
	Iteration 11Q: 3 clusters Score -4636526 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -4637035.000000 Penalty: 5155.832520
	Iteration 12Q: 3 clusters Score -4637035 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 30905 members 
Entering Unmasked Estep 
Score: -4637338.000000 Penalty: 5155.832520
	Iteration 13Q: 3 clusters Score -4637338 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -4637591.500000 Penalty: 5155.832520
	Iteration 14Q: 3 clusters Score -4637592 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -4637750.500000 Penalty: 5155.832520
	Iteration 15Q: 3 clusters Score -4637750 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -4637842.000000 Penalty: 5155.832520
	Iteration 16Q: 3 clusters Score -4637842 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -4637914.000000 Penalty: 5155.832520
	Iteration 17Q: 3 clusters Score -4637914 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -4637955.500000 Penalty: 5155.832520
	Iteration 18Q: 3 clusters Score -4637956 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -4637994.000000 Penalty: 5155.832520
	Iteration 19Q: 3 clusters Score -4637994 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -4638012.000000 Penalty: 5155.832520
	Iteration 20F: 3 clusters Score -4638012 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -4638032.000000 Penalty: 5155.832520
	Iteration 21Q: 3 clusters Score -4638032 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -4638065.000000 Penalty: 5155.832520
	Iteration 22Q: 3 clusters Score -4638065 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -4638088.500000 Penalty: 5155.832520
	Iteration 23Q: 3 clusters Score -4638088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
Score: -4638104.000000 Penalty: 5155.832520
	Iteration 24Q: 3 clusters Score -4638104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -4638117.500000 Penalty: 5155.832520
	Iteration 25Q: 3 clusters Score -4638118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 31986 members 
Entering Unmasked Estep 
Score: -4638128.500000 Penalty: 5155.832520
	Iteration 26Q: 3 clusters Score -4638128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -4638139.000000 Penalty: 5155.832520
	Iteration 27Q: 3 clusters Score -4638139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -4638133.500000 Penalty: 5155.832520
	Iteration 28Q: 3 clusters Score -4638134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -4638146.000000 Penalty: 5155.832520
	Iteration 29Q: 3 clusters Score -4638146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 32003 members 
Entering Unmasked Estep 
Score: -4638150.000000 Penalty: 5155.832520
	Iteration 30Q: 3 clusters Score -4638150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -4638148.500000 Penalty: 5155.832520
	Iteration 31Q: 3 clusters Score -4638148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -4638150.500000 Penalty: 5155.832520
	Iteration 32Q: 3 clusters Score -4638150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -4638155.500000 Penalty: 5155.832520
	Iteration 33Q: 3 clusters Score -4638156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -4638155.500000 Penalty: 5155.832520
	Iteration 34F: 3 clusters Score -4638156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (116239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116239 members 
Entering Unmasked Estep 
Score: -16462898.000000 Penalty: 2892.524170
	Iteration 0F: 2 clusters Score -1.64629e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58293 members 
Mstep: Class 2 contains 57946 members 
Entering Unmasked Estep 
Score: -16387376.000000 Penalty: 5785.048340
	Iteration 0F: 3 clusters Score -1.638738e+07 nChanged 55296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61757 members 
Mstep: Class 2 contains 54482 members 
Entering Unmasked Estep 
Score: -16419175.000000 Penalty: 5785.048340
	Iteration 1F: 3 clusters Score -1.641918e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63993 members 
Mstep: Class 2 contains 52246 members 
Entering Unmasked Estep 
Score: -16420217.000000 Penalty: 5785.048340
	Iteration 2Q: 3 clusters Score -1.642022e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67438 members 
Mstep: Class 2 contains 48801 members 
Entering Unmasked Estep 
Score: -16421848.000000 Penalty: 5785.048340
	Iteration 3Q: 3 clusters Score -1.642185e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72491 members 
Mstep: Class 2 contains 43748 members 
Entering Unmasked Estep 
Score: -16424396.000000 Penalty: 5785.048340
	Iteration 4Q: 3 clusters Score -1.64244e+07 nChanged 7403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79468 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -16428891.000000 Penalty: 5785.048340
	Iteration 5F: 3 clusters Score -1.642889e+07 nChanged 9378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88714 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -16436220.000000 Penalty: 5785.048340
	Iteration 6F: 3 clusters Score -1.643622e+07 nChanged 10226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98912 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -16445172.000000 Penalty: 5785.048340
	Iteration 7F: 3 clusters Score -1.644517e+07 nChanged 8339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107239 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -16452644.000000 Penalty: 5785.048340
	Iteration 8F: 3 clusters Score -1.645264e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112164 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -16457130.000000 Penalty: 5785.048340
	Iteration 9Q: 3 clusters Score -1.645713e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114375 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -16459110.000000 Penalty: 5785.048340
	Iteration 10Q: 3 clusters Score -1.645911e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115263 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -16459861.000000 Penalty: 5785.048340
	Iteration 11Q: 3 clusters Score -1.645986e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115551 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -16460145.000000 Penalty: 5785.048340
	Iteration 12Q: 3 clusters Score -1.646014e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115675 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -16460282.000000 Penalty: 5785.048340
	Iteration 13Q: 3 clusters Score -1.646028e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115723 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -16460342.000000 Penalty: 5785.048340
	Iteration 14Q: 3 clusters Score -1.646034e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115755 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -16460415.000000 Penalty: 5785.048340
	Iteration 15Q: 3 clusters Score -1.646042e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115785 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -16460449.000000 Penalty: 5785.048340
	Iteration 16Q: 3 clusters Score -1.646045e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115803 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -16460485.000000 Penalty: 5785.048340
	Iteration 17Q: 3 clusters Score -1.646048e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115814 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -16460543.000000 Penalty: 5785.048340
	Iteration 18Q: 3 clusters Score -1.646054e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115831 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -16460566.000000 Penalty: 5785.048340
	Iteration 19Q: 3 clusters Score -1.646057e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115834 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -16460586.000000 Penalty: 5785.048340
	Iteration 20F: 3 clusters Score -1.646059e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115839 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -16460612.000000 Penalty: 5785.048340
	Iteration 21Q: 3 clusters Score -1.646061e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115836 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -16460622.000000 Penalty: 5785.048340
	Iteration 22Q: 3 clusters Score -1.646062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115837 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -16460627.000000 Penalty: 5785.048340
	Iteration 23Q: 3 clusters Score -1.646063e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115837 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -16460625.000000 Penalty: 5785.048340
	Iteration 24Q: 3 clusters Score -1.646062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115837 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -16460627.000000 Penalty: 5785.048340
	Iteration 25Q: 3 clusters Score -1.646063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115839 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -16460636.000000 Penalty: 5785.048340
	Iteration 26Q: 3 clusters Score -1.646064e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115841 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -16460627.000000 Penalty: 5785.048340
	Iteration 27Q: 3 clusters Score -1.646063e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115839 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -16460649.000000 Penalty: 5785.048340
	Iteration 28Q: 3 clusters Score -1.646065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115839 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -16460645.000000 Penalty: 5785.048340
	Iteration 29Q: 3 clusters Score -1.646064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115841 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -16460650.000000 Penalty: 5785.048340
	Iteration 30Q: 3 clusters Score -1.646065e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115838 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -16460656.000000 Penalty: 5785.048340
	Iteration 31Q: 3 clusters Score -1.646066e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115837 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -16460651.000000 Penalty: 5785.048340
	Iteration 32Q: 3 clusters Score -1.646065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115838 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -16460648.000000 Penalty: 5785.048340
	Iteration 33Q: 3 clusters Score -1.646065e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115834 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -16460655.000000 Penalty: 5785.048340
	Iteration 34Q: 3 clusters Score -1.646066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115833 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -16460667.000000 Penalty: 5785.048340
	Iteration 35Q: 3 clusters Score -1.646067e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115834 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -16460690.000000 Penalty: 5785.048340
	Iteration 36Q: 3 clusters Score -1.646069e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115833 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -16460678.000000 Penalty: 5785.048340
	Iteration 37Q: 3 clusters Score -1.646068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115834 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -16460681.000000 Penalty: 5785.048340
	Iteration 38Q: 3 clusters Score -1.646068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115831 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -16460687.000000 Penalty: 5785.048340
	Iteration 39Q: 3 clusters Score -1.646069e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115828 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -16460685.000000 Penalty: 5785.048340
	Iteration 40F: 3 clusters Score -1.646068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115831 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -16460685.000000 Penalty: 5785.048340
	Iteration 41Q: 3 clusters Score -1.646068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115833 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -16460694.000000 Penalty: 5785.048340
	Iteration 42Q: 3 clusters Score -1.646069e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115833 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -16460694.000000 Penalty: 5785.048340
	Iteration 43F: 3 clusters Score -1.646069e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46563 members 
Entering Unmasked Estep 
Score: -6591410.000000 Penalty: 2665.643311
	Iteration 0F: 2 clusters Score -6591410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -6560024.000000 Penalty: 5331.286621
	Iteration 0F: 3 clusters Score -6560024 nChanged 21419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -6571931.500000 Penalty: 5331.286621
	Iteration 1F: 3 clusters Score -6571932 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -6572471.500000 Penalty: 5331.286621
	Iteration 2Q: 3 clusters Score -6572472 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -6573079.500000 Penalty: 5331.286621
	Iteration 3Q: 3 clusters Score -6573080 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -6573717.000000 Penalty: 5331.286621
	Iteration 4Q: 3 clusters Score -6573717 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -6574697.500000 Penalty: 5331.286621
	Iteration 5Q: 3 clusters Score -6574698 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31742 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -6576157.500000 Penalty: 5331.286621
	Iteration 6F: 3 clusters Score -6576158 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -6578529.000000 Penalty: 5331.286621
	Iteration 7F: 3 clusters Score -6578529 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -6581813.000000 Penalty: 5331.286621
	Iteration 8F: 3 clusters Score -6581813 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -6585061.500000 Penalty: 5331.286621
	Iteration 9F: 3 clusters Score -6585062 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44454 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -6587330.500000 Penalty: 5331.286621
	Iteration 10Q: 3 clusters Score -6587330 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45518 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -6588384.000000 Penalty: 5331.286621
	Iteration 11Q: 3 clusters Score -6588384 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6588754.500000 Penalty: 5331.286621
	Iteration 12Q: 3 clusters Score -6588754 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45997 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6588939.000000 Penalty: 5331.286621
	Iteration 13Q: 3 clusters Score -6588939 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46045 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6589034.000000 Penalty: 5331.286621
	Iteration 14Q: 3 clusters Score -6589034 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6589093.000000 Penalty: 5331.286621
	Iteration 15Q: 3 clusters Score -6589093 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46085 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -6589136.500000 Penalty: 5331.286621
	Iteration 16Q: 3 clusters Score -6589136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46093 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -6589154.500000 Penalty: 5331.286621
	Iteration 17Q: 3 clusters Score -6589154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46102 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -6589163.500000 Penalty: 5331.286621
	Iteration 18Q: 3 clusters Score -6589164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -6589180.500000 Penalty: 5331.286621
	Iteration 19Q: 3 clusters Score -6589180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46111 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -6589183.000000 Penalty: 5331.286621
	Iteration 20F: 3 clusters Score -6589183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46112 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6589188.000000 Penalty: 5331.286621
	Iteration 21Q: 3 clusters Score -6589188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -6589200.500000 Penalty: 5331.286621
	Iteration 22Q: 3 clusters Score -6589200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46120 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -6589200.000000 Penalty: 5331.286621
	Iteration 23Q: 3 clusters Score -6589200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46123 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6589214.000000 Penalty: 5331.286621
	Iteration 24Q: 3 clusters Score -6589214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46123 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6589209.500000 Penalty: 5331.286621
	Iteration 25Q: 3 clusters Score -6589210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46127 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -6589200.000000 Penalty: 5331.286621
	Iteration 26Q: 3 clusters Score -6589200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -6589208.500000 Penalty: 5331.286621
	Iteration 27Q: 3 clusters Score -6589208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46125 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -6589216.500000 Penalty: 5331.286621
	Iteration 28Q: 3 clusters Score -6589216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -6589214.000000 Penalty: 5331.286621
	Iteration 29Q: 3 clusters Score -6589214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46126 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6589208.000000 Penalty: 5331.286621
	Iteration 30Q: 3 clusters Score -6589208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46127 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -6589210.500000 Penalty: 5331.286621
	Iteration 31Q: 3 clusters Score -6589210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -6589217.000000 Penalty: 5331.286621
	Iteration 32Q: 3 clusters Score -6589217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -6589217.000000 Penalty: 5331.286621
	Iteration 33F: 3 clusters Score -6589217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (169937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169937 members 
Entering Unmasked Estep 
Score: -23711768.000000 Penalty: 2986.709473
	Iteration 0F: 2 clusters Score -2.371177e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85145 members 
Mstep: Class 2 contains 84792 members 
Entering Unmasked Estep 
Score: -23603324.000000 Penalty: 5973.418945
	Iteration 0F: 3 clusters Score -2.360332e+07 nChanged 81714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87725 members 
Mstep: Class 2 contains 82212 members 
Entering Unmasked Estep 
Score: -23650436.000000 Penalty: 5973.418945
	Iteration 1F: 3 clusters Score -2.365044e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89427 members 
Mstep: Class 2 contains 80510 members 
Entering Unmasked Estep 
Score: -23651266.000000 Penalty: 5973.418945
	Iteration 2Q: 3 clusters Score -2.365127e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92089 members 
Mstep: Class 2 contains 77848 members 
Entering Unmasked Estep 
Score: -23652264.000000 Penalty: 5973.418945
	Iteration 3Q: 3 clusters Score -2.365226e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96317 members 
Mstep: Class 2 contains 73620 members 
Entering Unmasked Estep 
Score: -23653902.000000 Penalty: 5973.418945
	Iteration 4Q: 3 clusters Score -2.36539e+07 nChanged 7071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102642 members 
Mstep: Class 2 contains 67295 members 
Entering Unmasked Estep 
Score: -23656764.000000 Penalty: 5973.418945
	Iteration 5Q: 3 clusters Score -2.365676e+07 nChanged 9634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111856 members 
Mstep: Class 2 contains 58081 members 
Entering Unmasked Estep 
Score: -23662298.000000 Penalty: 5973.418945
	Iteration 6F: 3 clusters Score -2.36623e+07 nChanged 12695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124259 members 
Mstep: Class 2 contains 45678 members 
Entering Unmasked Estep 
Score: -23671786.000000 Penalty: 5973.418945
	Iteration 7F: 3 clusters Score -2.367179e+07 nChanged 14808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138771 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -23685246.000000 Penalty: 5973.418945
	Iteration 8F: 3 clusters Score -2.368525e+07 nChanged 13304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151823 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -23697926.000000 Penalty: 5973.418945
	Iteration 9F: 3 clusters Score -2.369793e+07 nChanged 8885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160526 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -23706378.000000 Penalty: 5973.418945
	Iteration 10F: 3 clusters Score -2.370638e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165587 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -23708976.000000 Penalty: 5973.418945
	Iteration 11Q: 3 clusters Score -2.370898e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167739 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -23709686.000000 Penalty: 5973.418945
	Iteration 12Q: 3 clusters Score -2.370969e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168556 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -23709896.000000 Penalty: 5973.418945
	Iteration 13Q: 3 clusters Score -2.37099e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168859 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -23709978.000000 Penalty: 5973.418945
	Iteration 14Q: 3 clusters Score -2.370998e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168989 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -23709980.000000 Penalty: 5973.418945
	Iteration 15Q: 3 clusters Score -2.370998e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169061 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -23710016.000000 Penalty: 5973.418945
	Iteration 16Q: 3 clusters Score -2.371002e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169108 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -23710032.000000 Penalty: 5973.418945
	Iteration 17Q: 3 clusters Score -2.371003e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169132 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -23710046.000000 Penalty: 5973.418945
	Iteration 18Q: 3 clusters Score -2.371005e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169147 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -23710032.000000 Penalty: 5973.418945
	Iteration 19Q: 3 clusters Score -2.371003e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169158 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -23710048.000000 Penalty: 5973.418945
	Iteration 20F: 3 clusters Score -2.371005e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169167 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -23710062.000000 Penalty: 5973.418945
	Iteration 21Q: 3 clusters Score -2.371006e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169170 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -23710056.000000 Penalty: 5973.418945
	Iteration 22Q: 3 clusters Score -2.371006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169173 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -23710062.000000 Penalty: 5973.418945
	Iteration 23Q: 3 clusters Score -2.371006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169174 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -23710058.000000 Penalty: 5973.418945
	Iteration 24Q: 3 clusters Score -2.371006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169174 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -23710054.000000 Penalty: 5973.418945
	Iteration 25Q: 3 clusters Score -2.371005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169175 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -23710052.000000 Penalty: 5973.418945
	Iteration 26Q: 3 clusters Score -2.371005e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169175 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -23710052.000000 Penalty: 5973.418945
	Iteration 27F: 3 clusters Score -2.371005e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Entering Unmasked Estep 
Score: -4632778.000000 Penalty: 2578.075684
	Iteration 0F: 2 clusters Score -4632778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -4610537.500000 Penalty: 5156.151367
	Iteration 0F: 3 clusters Score -4610538 nChanged 14768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -4618781.000000 Penalty: 5156.151367
	Iteration 1F: 3 clusters Score -4618781 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -4619457.000000 Penalty: 5156.151367
	Iteration 2Q: 3 clusters Score -4619457 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -4620149.500000 Penalty: 5156.151367
	Iteration 3Q: 3 clusters Score -4620150 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -4620889.000000 Penalty: 5156.151367
	Iteration 4Q: 3 clusters Score -4620889 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -4621626.000000 Penalty: 5156.151367
	Iteration 5Q: 3 clusters Score -4621626 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -4622363.000000 Penalty: 5156.151367
	Iteration 6Q: 3 clusters Score -4622363 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -4623092.500000 Penalty: 5156.151367
	Iteration 7Q: 3 clusters Score -4623092 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -4623801.500000 Penalty: 5156.151367
	Iteration 8Q: 3 clusters Score -4623802 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -4624591.500000 Penalty: 5156.151367
	Iteration 9Q: 3 clusters Score -4624592 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -4625368.500000 Penalty: 5156.151367
	Iteration 10Q: 3 clusters Score -4625368 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -4626154.500000 Penalty: 5156.151367
	Iteration 11Q: 3 clusters Score -4626154 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -4626891.500000 Penalty: 5156.151367
	Iteration 12Q: 3 clusters Score -4626892 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -4627595.500000 Penalty: 5156.151367
	Iteration 13Q: 3 clusters Score -4627596 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -4628205.000000 Penalty: 5156.151367
	Iteration 14Q: 3 clusters Score -4628205 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 28944 members 
Entering Unmasked Estep 
Score: -4628671.500000 Penalty: 5156.151367
	Iteration 15Q: 3 clusters Score -4628672 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -4629033.500000 Penalty: 5156.151367
	Iteration 16Q: 3 clusters Score -4629034 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -4629339.000000 Penalty: 5156.151367
	Iteration 17Q: 3 clusters Score -4629339 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -4629586.500000 Penalty: 5156.151367
	Iteration 18Q: 3 clusters Score -4629586 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -4629778.000000 Penalty: 5156.151367
	Iteration 19Q: 3 clusters Score -4629778 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -4629924.500000 Penalty: 5156.151367
	Iteration 20F: 3 clusters Score -4629924 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -4630074.500000 Penalty: 5156.151367
	Iteration 21Q: 3 clusters Score -4630074 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -4630171.500000 Penalty: 5156.151367
	Iteration 22Q: 3 clusters Score -4630172 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 31674 members 
Entering Unmasked Estep 
Score: -4630261.000000 Penalty: 5156.151367
	Iteration 23Q: 3 clusters Score -4630261 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -4630329.500000 Penalty: 5156.151367
	Iteration 24Q: 3 clusters Score -4630330 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 31839 members 
Entering Unmasked Estep 
Score: -4630390.500000 Penalty: 5156.151367
	Iteration 25Q: 3 clusters Score -4630390 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -4630432.500000 Penalty: 5156.151367
	Iteration 26Q: 3 clusters Score -4630432 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -4630469.500000 Penalty: 5156.151367
	Iteration 27Q: 3 clusters Score -4630470 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -4630498.500000 Penalty: 5156.151367
	Iteration 28Q: 3 clusters Score -4630498 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -4630519.000000 Penalty: 5156.151367
	Iteration 29Q: 3 clusters Score -4630519 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -4630534.000000 Penalty: 5156.151367
	Iteration 30Q: 3 clusters Score -4630534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 32036 members 
Entering Unmasked Estep 
Score: -4630545.500000 Penalty: 5156.151367
	Iteration 31Q: 3 clusters Score -4630546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -4630553.500000 Penalty: 5156.151367
	Iteration 32Q: 3 clusters Score -4630554 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -4630562.500000 Penalty: 5156.151367
	Iteration 33Q: 3 clusters Score -4630562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -4630575.500000 Penalty: 5156.151367
	Iteration 34Q: 3 clusters Score -4630576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -4630581.500000 Penalty: 5156.151367
	Iteration 35Q: 3 clusters Score -4630582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -4630597.500000 Penalty: 5156.151367
	Iteration 36Q: 3 clusters Score -4630598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -4630598.500000 Penalty: 5156.151367
	Iteration 37Q: 3 clusters Score -4630598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 32115 members 
Entering Unmasked Estep 
Score: -4630605.000000 Penalty: 5156.151367
	Iteration 38Q: 3 clusters Score -4630605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -4630608.500000 Penalty: 5156.151367
	Iteration 39Q: 3 clusters Score -4630608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
Score: -4630607.500000 Penalty: 5156.151367
	Iteration 40F: 3 clusters Score -4630608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -4630611.500000 Penalty: 5156.151367
	Iteration 41Q: 3 clusters Score -4630612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -4630619.500000 Penalty: 5156.151367
	Iteration 42Q: 3 clusters Score -4630620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -4630623.500000 Penalty: 5156.151367
	Iteration 43Q: 3 clusters Score -4630624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -4630620.000000 Penalty: 5156.151367
	Iteration 44Q: 3 clusters Score -4630620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -4630620.000000 Penalty: 5156.151367
	Iteration 45F: 3 clusters Score -4630620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -58276.320312 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -58276.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -56788.070312 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -56788.07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -57014.660156 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -57014.66 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -57331.710938 Penalty: 3092.267822
	Iteration 2F: 3 clusters Score -57331.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -57552.406250 Penalty: 3092.267822
	Iteration 3F: 3 clusters Score -57552.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -57666.488281 Penalty: 3092.267822
	Iteration 4Q: 3 clusters Score -57666.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -57727.132812 Penalty: 3092.267822
	Iteration 5Q: 3 clusters Score -57727.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -57790.929688 Penalty: 3092.267822
	Iteration 6Q: 3 clusters Score -57790.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -57849.917969 Penalty: 3092.267822
	Iteration 7Q: 3 clusters Score -57849.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -57893.195312 Penalty: 3092.267822
	Iteration 8Q: 3 clusters Score -57893.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -57925.578125 Penalty: 3092.267822
	Iteration 9Q: 3 clusters Score -57925.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -57962.289062 Penalty: 3092.267822
	Iteration 10Q: 3 clusters Score -57962.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -57983.300781 Penalty: 3092.267822
	Iteration 11Q: 3 clusters Score -57983.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -57989.210938 Penalty: 3092.267822
	Iteration 12Q: 3 clusters Score -57989.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -57995.550781 Penalty: 3092.267822
	Iteration 13Q: 3 clusters Score -57995.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -57995.550781 Penalty: 3092.267822
	Iteration 14F: 3 clusters Score -57995.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (68183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68183 members 
Entering Unmasked Estep 
Score: -9596310.000000 Penalty: 2760.227783
	Iteration 0F: 2 clusters Score -9596310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -9550333.000000 Penalty: 5520.455566
	Iteration 0F: 3 clusters Score -9550333 nChanged 31975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -9568692.000000 Penalty: 5520.455566
	Iteration 1F: 3 clusters Score -9568692 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38533 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -9569584.000000 Penalty: 5520.455566
	Iteration 2Q: 3 clusters Score -9569584 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41087 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -9571000.000000 Penalty: 5520.455566
	Iteration 3Q: 3 clusters Score -9571000 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44623 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -9573299.000000 Penalty: 5520.455566
	Iteration 4F: 3 clusters Score -9573299 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49397 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -9576909.000000 Penalty: 5520.455566
	Iteration 5F: 3 clusters Score -9576909 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55011 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -9581916.000000 Penalty: 5520.455566
	Iteration 6F: 3 clusters Score -9581916 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60501 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -9587367.000000 Penalty: 5520.455566
	Iteration 7F: 3 clusters Score -9587367 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64324 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -9591108.000000 Penalty: 5520.455566
	Iteration 8F: 3 clusters Score -9591108 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66265 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -9593050.000000 Penalty: 5520.455566
	Iteration 9Q: 3 clusters Score -9593050 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66975 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -9593801.000000 Penalty: 5520.455566
	Iteration 10Q: 3 clusters Score -9593801 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67254 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -9594171.000000 Penalty: 5520.455566
	Iteration 11Q: 3 clusters Score -9594171 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67328 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -9594337.000000 Penalty: 5520.455566
	Iteration 12Q: 3 clusters Score -9594337 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67371 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -9594449.000000 Penalty: 5520.455566
	Iteration 13Q: 3 clusters Score -9594449 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67391 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -9594491.000000 Penalty: 5520.455566
	Iteration 14Q: 3 clusters Score -9594491 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67394 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -9594515.000000 Penalty: 5520.455566
	Iteration 15Q: 3 clusters Score -9594515 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67398 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -9594528.000000 Penalty: 5520.455566
	Iteration 16Q: 3 clusters Score -9594528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67397 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -9594539.000000 Penalty: 5520.455566
	Iteration 17Q: 3 clusters Score -9594539 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67392 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -9594542.000000 Penalty: 5520.455566
	Iteration 18Q: 3 clusters Score -9594542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67392 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -9594540.000000 Penalty: 5520.455566
	Iteration 19Q: 3 clusters Score -9594540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67395 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -9594555.000000 Penalty: 5520.455566
	Iteration 20F: 3 clusters Score -9594555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67386 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -9594566.000000 Penalty: 5520.455566
	Iteration 21Q: 3 clusters Score -9594566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67380 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -9594574.000000 Penalty: 5520.455566
	Iteration 22Q: 3 clusters Score -9594574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67383 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -9594565.000000 Penalty: 5520.455566
	Iteration 23Q: 3 clusters Score -9594565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67384 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -9594570.000000 Penalty: 5520.455566
	Iteration 24Q: 3 clusters Score -9594570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67386 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -9594569.000000 Penalty: 5520.455566
	Iteration 25Q: 3 clusters Score -9594569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67384 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -9594575.000000 Penalty: 5520.455566
	Iteration 26Q: 3 clusters Score -9594575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67386 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -9594574.000000 Penalty: 5520.455566
	Iteration 27Q: 3 clusters Score -9594574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67385 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -9594578.000000 Penalty: 5520.455566
	Iteration 28Q: 3 clusters Score -9594578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67383 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -9594581.000000 Penalty: 5520.455566
	Iteration 29Q: 3 clusters Score -9594581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67381 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -9594576.000000 Penalty: 5520.455566
	Iteration 30Q: 3 clusters Score -9594576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67378 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -9594575.000000 Penalty: 5520.455566
	Iteration 31Q: 3 clusters Score -9594575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67377 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -9594578.000000 Penalty: 5520.455566
	Iteration 32Q: 3 clusters Score -9594578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67377 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -9594580.000000 Penalty: 5520.455566
	Iteration 33Q: 3 clusters Score -9594580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67377 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -9594578.000000 Penalty: 5520.455566
	Iteration 34Q: 3 clusters Score -9594578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67375 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -9594577.000000 Penalty: 5520.455566
	Iteration 35Q: 3 clusters Score -9594577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67374 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -9594582.000000 Penalty: 5520.455566
	Iteration 36Q: 3 clusters Score -9594582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67373 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -9594584.000000 Penalty: 5520.455566
	Iteration 37Q: 3 clusters Score -9594584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67373 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -9594581.000000 Penalty: 5520.455566
	Iteration 38Q: 3 clusters Score -9594581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67375 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -9594571.000000 Penalty: 5520.455566
	Iteration 39Q: 3 clusters Score -9594571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67376 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -9594581.000000 Penalty: 5520.455566
	Iteration 40F: 3 clusters Score -9594581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Entering Unmasked Estep 
Score: -1078981.750000 Penalty: 2228.141846
	Iteration 0F: 2 clusters Score -1078982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1072623.625000 Penalty: 4456.283691
	Iteration 0F: 3 clusters Score -1072624 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1074315.875000 Penalty: 4456.283691
	Iteration 1F: 3 clusters Score -1074316 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1074558.250000 Penalty: 4456.283691
	Iteration 2F: 3 clusters Score -1074558 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1074704.750000 Penalty: 4456.283691
	Iteration 3Q: 3 clusters Score -1074705 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1074795.250000 Penalty: 4456.283691
	Iteration 4Q: 3 clusters Score -1074795 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1074869.750000 Penalty: 4456.283691
	Iteration 5Q: 3 clusters Score -1074870 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1074951.000000 Penalty: 4456.283691
	Iteration 6Q: 3 clusters Score -1074951 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1075020.125000 Penalty: 4456.283691
	Iteration 7Q: 3 clusters Score -1075020 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1075093.875000 Penalty: 4456.283691
	Iteration 8Q: 3 clusters Score -1075094 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1075170.250000 Penalty: 4456.283691
	Iteration 9Q: 3 clusters Score -1075170 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1075243.375000 Penalty: 4456.283691
	Iteration 10Q: 3 clusters Score -1075243 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1075338.000000 Penalty: 4456.283691
	Iteration 11Q: 3 clusters Score -1075338 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1075423.750000 Penalty: 4456.283691
	Iteration 12Q: 3 clusters Score -1075424 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1075529.125000 Penalty: 4456.283691
	Iteration 13Q: 3 clusters Score -1075529 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1075665.625000 Penalty: 4456.283691
	Iteration 14Q: 3 clusters Score -1075666 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1075830.750000 Penalty: 4456.283691
	Iteration 15Q: 3 clusters Score -1075831 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1075992.250000 Penalty: 4456.283691
	Iteration 16Q: 3 clusters Score -1075992 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1076141.625000 Penalty: 4456.283691
	Iteration 17Q: 3 clusters Score -1076142 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1076277.250000 Penalty: 4456.283691
	Iteration 18Q: 3 clusters Score -1076277 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1076383.625000 Penalty: 4456.283691
	Iteration 19Q: 3 clusters Score -1076384 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1076479.000000 Penalty: 4456.283691
	Iteration 20F: 3 clusters Score -1076479 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1076560.875000 Penalty: 4456.283691
	Iteration 21Q: 3 clusters Score -1076561 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1076618.625000 Penalty: 4456.283691
	Iteration 22Q: 3 clusters Score -1076619 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1076663.375000 Penalty: 4456.283691
	Iteration 23Q: 3 clusters Score -1076663 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1076696.750000 Penalty: 4456.283691
	Iteration 24Q: 3 clusters Score -1076697 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1076717.625000 Penalty: 4456.283691
	Iteration 25Q: 3 clusters Score -1076718 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1076739.250000 Penalty: 4456.283691
	Iteration 26Q: 3 clusters Score -1076739 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1076752.250000 Penalty: 4456.283691
	Iteration 27Q: 3 clusters Score -1076752 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1076763.875000 Penalty: 4456.283691
	Iteration 28Q: 3 clusters Score -1076764 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1076773.500000 Penalty: 4456.283691
	Iteration 29Q: 3 clusters Score -1076774 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1076784.125000 Penalty: 4456.283691
	Iteration 30Q: 3 clusters Score -1076784 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1076794.750000 Penalty: 4456.283691
	Iteration 31Q: 3 clusters Score -1076795 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1076800.500000 Penalty: 4456.283691
	Iteration 32Q: 3 clusters Score -1076800 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1076807.625000 Penalty: 4456.283691
	Iteration 33Q: 3 clusters Score -1076808 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1076814.625000 Penalty: 4456.283691
	Iteration 34Q: 3 clusters Score -1076815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1076814.750000 Penalty: 4456.283691
	Iteration 35Q: 3 clusters Score -1076815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1076814.875000 Penalty: 4456.283691
	Iteration 36Q: 3 clusters Score -1076815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1076821.250000 Penalty: 4456.283691
	Iteration 37Q: 3 clusters Score -1076821 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1076824.750000 Penalty: 4456.283691
	Iteration 38Q: 3 clusters Score -1076825 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1076830.750000 Penalty: 4456.283691
	Iteration 39Q: 3 clusters Score -1076831 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1076835.250000 Penalty: 4456.283691
	Iteration 40F: 3 clusters Score -1076835 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1076838.250000 Penalty: 4456.283691
	Iteration 41Q: 3 clusters Score -1076838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1076841.750000 Penalty: 4456.283691
	Iteration 42Q: 3 clusters Score -1076842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1076849.000000 Penalty: 4456.283691
	Iteration 43Q: 3 clusters Score -1076849 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1076850.875000 Penalty: 4456.283691
	Iteration 44Q: 3 clusters Score -1076851 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1076856.625000 Penalty: 4456.283691
	Iteration 45Q: 3 clusters Score -1076857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1076860.375000 Penalty: 4456.283691
	Iteration 46Q: 3 clusters Score -1076860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1076861.000000 Penalty: 4456.283691
	Iteration 47Q: 3 clusters Score -1076861 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1076862.250000 Penalty: 4456.283691
	Iteration 48Q: 3 clusters Score -1076862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1076866.750000 Penalty: 4456.283691
	Iteration 49Q: 3 clusters Score -1076867 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1076869.750000 Penalty: 4456.283691
	Iteration 50Q: 3 clusters Score -1076870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1076877.125000 Penalty: 4456.283691
	Iteration 51Q: 3 clusters Score -1076877 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1076882.875000 Penalty: 4456.283691
	Iteration 52Q: 3 clusters Score -1076883 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1076891.250000 Penalty: 4456.283691
	Iteration 53Q: 3 clusters Score -1076891 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1076895.750000 Penalty: 4456.283691
	Iteration 54Q: 3 clusters Score -1076896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1076899.125000 Penalty: 4456.283691
	Iteration 55Q: 3 clusters Score -1076899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1076902.375000 Penalty: 4456.283691
	Iteration 56Q: 3 clusters Score -1076902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1076904.875000 Penalty: 4456.283691
	Iteration 57Q: 3 clusters Score -1076905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1076904.625000 Penalty: 4456.283691
	Iteration 58Q: 3 clusters Score -1076905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1076910.125000 Penalty: 4456.283691
	Iteration 59Q: 3 clusters Score -1076910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1076910.375000 Penalty: 4456.283691
	Iteration 60F: 3 clusters Score -1076910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1076908.250000 Penalty: 4456.283691
	Iteration 61Q: 3 clusters Score -1076908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1076909.750000 Penalty: 4456.283691
	Iteration 62Q: 3 clusters Score -1076910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1076911.125000 Penalty: 4456.283691
	Iteration 63Q: 3 clusters Score -1076911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1076909.875000 Penalty: 4456.283691
	Iteration 64Q: 3 clusters Score -1076910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1076909.750000 Penalty: 4456.283691
	Iteration 65Q: 3 clusters Score -1076910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1076911.625000 Penalty: 4456.283691
	Iteration 66Q: 3 clusters Score -1076912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1076910.625000 Penalty: 4456.283691
	Iteration 67Q: 3 clusters Score -1076911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1076911.375000 Penalty: 4456.283691
	Iteration 68Q: 3 clusters Score -1076911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1076911.125000 Penalty: 4456.283691
	Iteration 69Q: 3 clusters Score -1076911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1076911.625000 Penalty: 4456.283691
	Iteration 70Q: 3 clusters Score -1076912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1076911.750000 Penalty: 4456.283691
	Iteration 71Q: 3 clusters Score -1076912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1076910.875000 Penalty: 4456.283691
	Iteration 72Q: 3 clusters Score -1076911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1076910.875000 Penalty: 4456.283691
	Iteration 73F: 3 clusters Score -1076911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -426674.812500 Penalty: 1999.561523
	Iteration 0F: 2 clusters Score -426674.8 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 1629 members 
Entering Unmasked Estep 
Score: -423317.375000 Penalty: 3999.123047
	Iteration 0F: 3 clusters Score -423317.4 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -424007.750000 Penalty: 3999.123047
	Iteration 1F: 3 clusters Score -424007.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -424173.125000 Penalty: 3999.123047
	Iteration 2F: 3 clusters Score -424173.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -424277.937500 Penalty: 3999.123047
	Iteration 3Q: 3 clusters Score -424277.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -424344.500000 Penalty: 3999.123047
	Iteration 4Q: 3 clusters Score -424344.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -424386.406250 Penalty: 3999.123047
	Iteration 5Q: 3 clusters Score -424386.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -424434.656250 Penalty: 3999.123047
	Iteration 6Q: 3 clusters Score -424434.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -424490.625000 Penalty: 3999.123047
	Iteration 7Q: 3 clusters Score -424490.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -424555.687500 Penalty: 3999.123047
	Iteration 8Q: 3 clusters Score -424555.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -424599.406250 Penalty: 3999.123047
	Iteration 9Q: 3 clusters Score -424599.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -424633.281250 Penalty: 3999.123047
	Iteration 10Q: 3 clusters Score -424633.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -424674.625000 Penalty: 3999.123047
	Iteration 11Q: 3 clusters Score -424674.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -424718.312500 Penalty: 3999.123047
	Iteration 12Q: 3 clusters Score -424718.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -424755.156250 Penalty: 3999.123047
	Iteration 13Q: 3 clusters Score -424755.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -424787.156250 Penalty: 3999.123047
	Iteration 14Q: 3 clusters Score -424787.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -424822.687500 Penalty: 3999.123047
	Iteration 15Q: 3 clusters Score -424822.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -424855.250000 Penalty: 3999.123047
	Iteration 16Q: 3 clusters Score -424855.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -424890.250000 Penalty: 3999.123047
	Iteration 17Q: 3 clusters Score -424890.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -424919.531250 Penalty: 3999.123047
	Iteration 18Q: 3 clusters Score -424919.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -424942.312500 Penalty: 3999.123047
	Iteration 19Q: 3 clusters Score -424942.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -424964.531250 Penalty: 3999.123047
	Iteration 20F: 3 clusters Score -424964.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -424982.375000 Penalty: 3999.123047
	Iteration 21Q: 3 clusters Score -424982.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -425001.000000 Penalty: 3999.123047
	Iteration 22Q: 3 clusters Score -425001 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -425014.687500 Penalty: 3999.123047
	Iteration 23Q: 3 clusters Score -425014.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -425031.312500 Penalty: 3999.123047
	Iteration 24Q: 3 clusters Score -425031.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -425049.562500 Penalty: 3999.123047
	Iteration 25Q: 3 clusters Score -425049.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -425070.812500 Penalty: 3999.123047
	Iteration 26Q: 3 clusters Score -425070.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -425097.125000 Penalty: 3999.123047
	Iteration 27Q: 3 clusters Score -425097.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -425121.156250 Penalty: 3999.123047
	Iteration 28Q: 3 clusters Score -425121.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -425136.718750 Penalty: 3999.123047
	Iteration 29Q: 3 clusters Score -425136.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -425153.656250 Penalty: 3999.123047
	Iteration 30Q: 3 clusters Score -425153.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -425166.218750 Penalty: 3999.123047
	Iteration 31Q: 3 clusters Score -425166.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -425176.781250 Penalty: 3999.123047
	Iteration 32Q: 3 clusters Score -425176.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -425190.500000 Penalty: 3999.123047
	Iteration 33Q: 3 clusters Score -425190.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -425208.843750 Penalty: 3999.123047
	Iteration 34Q: 3 clusters Score -425208.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -425222.125000 Penalty: 3999.123047
	Iteration 35Q: 3 clusters Score -425222.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -425227.250000 Penalty: 3999.123047
	Iteration 36Q: 3 clusters Score -425227.2 nChanged 14
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: -425232.937500 Penalty: 3999.123047
	Iteration 37Q: 3 clusters Score -425232.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -425239.906250 Penalty: 3999.123047
	Iteration 38Q: 3 clusters Score -425239.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -425248.093750 Penalty: 3999.123047
	Iteration 39Q: 3 clusters Score -425248.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -425254.687500 Penalty: 3999.123047
	Iteration 40F: 3 clusters Score -425254.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -425263.000000 Penalty: 3999.123047
	Iteration 41Q: 3 clusters Score -425263 nChanged 12
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: -425267.687500 Penalty: 3999.123047
	Iteration 42Q: 3 clusters Score -425267.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -425270.656250 Penalty: 3999.123047
	Iteration 43Q: 3 clusters Score -425270.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -425271.843750 Penalty: 3999.123047
	Iteration 44Q: 3 clusters Score -425271.8 nChanged 5
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: -425274.781250 Penalty: 3999.123047
	Iteration 45Q: 3 clusters Score -425274.8 nChanged 7
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: -425276.843750 Penalty: 3999.123047
	Iteration 46Q: 3 clusters Score -425276.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -425283.875000 Penalty: 3999.123047
	Iteration 47Q: 3 clusters Score -425283.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -425286.906250 Penalty: 3999.123047
	Iteration 48Q: 3 clusters Score -425286.9 nChanged 4
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: -425289.843750 Penalty: 3999.123047
	Iteration 49Q: 3 clusters Score -425289.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -425292.156250 Penalty: 3999.123047
	Iteration 50Q: 3 clusters Score -425292.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -425296.750000 Penalty: 3999.123047
	Iteration 51Q: 3 clusters Score -425296.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -425300.281250 Penalty: 3999.123047
	Iteration 52Q: 3 clusters Score -425300.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -425304.187500 Penalty: 3999.123047
	Iteration 53Q: 3 clusters Score -425304.2 nChanged 11
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: -425311.343750 Penalty: 3999.123047
	Iteration 54Q: 3 clusters Score -425311.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -425318.125000 Penalty: 3999.123047
	Iteration 55Q: 3 clusters Score -425318.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -425324.187500 Penalty: 3999.123047
	Iteration 56Q: 3 clusters Score -425324.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -425330.156250 Penalty: 3999.123047
	Iteration 57Q: 3 clusters Score -425330.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -425338.531250 Penalty: 3999.123047
	Iteration 58Q: 3 clusters Score -425338.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -425345.750000 Penalty: 3999.123047
	Iteration 59Q: 3 clusters Score -425345.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -425352.000000 Penalty: 3999.123047
	Iteration 60F: 3 clusters Score -425352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -425360.125000 Penalty: 3999.123047
	Iteration 61Q: 3 clusters Score -425360.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -425368.812500 Penalty: 3999.123047
	Iteration 62Q: 3 clusters Score -425368.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -425375.843750 Penalty: 3999.123047
	Iteration 63Q: 3 clusters Score -425375.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -425377.343750 Penalty: 3999.123047
	Iteration 64Q: 3 clusters Score -425377.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -425378.406250 Penalty: 3999.123047
	Iteration 65Q: 3 clusters Score -425378.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -425380.093750 Penalty: 3999.123047
	Iteration 66Q: 3 clusters Score -425380.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -425381.031250 Penalty: 3999.123047
	Iteration 67Q: 3 clusters Score -425381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -425383.750000 Penalty: 3999.123047
	Iteration 68Q: 3 clusters Score -425383.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -425385.875000 Penalty: 3999.123047
	Iteration 69Q: 3 clusters Score -425385.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -425386.468750 Penalty: 3999.123047
	Iteration 70Q: 3 clusters Score -425386.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -425386.468750 Penalty: 3999.123047
	Iteration 71F: 3 clusters Score -425386.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -549353.062500 Penalty: 2055.930420
	Iteration 0F: 2 clusters Score -549353.1 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: -545438.125000 Penalty: 4111.860840
	Iteration 0F: 3 clusters Score -545438.1 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -546327.750000 Penalty: 4111.860840
	Iteration 1F: 3 clusters Score -546327.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -546535.812500 Penalty: 4111.860840
	Iteration 2F: 3 clusters Score -546535.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -546657.937500 Penalty: 4111.860840
	Iteration 3Q: 3 clusters Score -546657.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -546772.437500 Penalty: 4111.860840
	Iteration 4Q: 3 clusters Score -546772.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -546877.750000 Penalty: 4111.860840
	Iteration 5Q: 3 clusters Score -546877.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -546965.812500 Penalty: 4111.860840
	Iteration 6Q: 3 clusters Score -546965.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -547044.000000 Penalty: 4111.860840
	Iteration 7Q: 3 clusters Score -547044 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -547106.437500 Penalty: 4111.860840
	Iteration 8Q: 3 clusters Score -547106.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -547174.250000 Penalty: 4111.860840
	Iteration 9Q: 3 clusters Score -547174.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -547250.625000 Penalty: 4111.860840
	Iteration 10Q: 3 clusters Score -547250.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -547322.625000 Penalty: 4111.860840
	Iteration 11Q: 3 clusters Score -547322.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -547374.875000 Penalty: 4111.860840
	Iteration 12Q: 3 clusters Score -547374.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -547424.125000 Penalty: 4111.860840
	Iteration 13Q: 3 clusters Score -547424.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -547477.687500 Penalty: 4111.860840
	Iteration 14Q: 3 clusters Score -547477.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -547542.875000 Penalty: 4111.860840
	Iteration 15Q: 3 clusters Score -547542.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -547612.687500 Penalty: 4111.860840
	Iteration 16Q: 3 clusters Score -547612.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -547674.562500 Penalty: 4111.860840
	Iteration 17Q: 3 clusters Score -547674.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -547743.375000 Penalty: 4111.860840
	Iteration 18Q: 3 clusters Score -547743.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -547799.500000 Penalty: 4111.860840
	Iteration 19Q: 3 clusters Score -547799.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -547842.375000 Penalty: 4111.860840
	Iteration 20F: 3 clusters Score -547842.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -547873.250000 Penalty: 4111.860840
	Iteration 21Q: 3 clusters Score -547873.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -547899.000000 Penalty: 4111.860840
	Iteration 22Q: 3 clusters Score -547899 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -547920.062500 Penalty: 4111.860840
	Iteration 23Q: 3 clusters Score -547920.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -547934.750000 Penalty: 4111.860840
	Iteration 24Q: 3 clusters Score -547934.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -547948.312500 Penalty: 4111.860840
	Iteration 25Q: 3 clusters Score -547948.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -547958.437500 Penalty: 4111.860840
	Iteration 26Q: 3 clusters Score -547958.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -547963.062500 Penalty: 4111.860840
	Iteration 27Q: 3 clusters Score -547963.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -547964.437500 Penalty: 4111.860840
	Iteration 28Q: 3 clusters Score -547964.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -547966.250000 Penalty: 4111.860840
	Iteration 29Q: 3 clusters Score -547966.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -547968.625000 Penalty: 4111.860840
	Iteration 30Q: 3 clusters Score -547968.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -547972.125000 Penalty: 4111.860840
	Iteration 31Q: 3 clusters Score -547972.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -547972.812500 Penalty: 4111.860840
	Iteration 32Q: 3 clusters Score -547972.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -547973.625000 Penalty: 4111.860840
	Iteration 33Q: 3 clusters Score -547973.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -547973.625000 Penalty: 4111.860840
	Iteration 34F: 3 clusters Score -547973.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (160853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160853 members 
Entering Unmasked Estep 
Score: -22467196.000000 Penalty: 2973.084961
	Iteration 0F: 2 clusters Score -2.24672e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80370 members 
Mstep: Class 2 contains 80483 members 
Entering Unmasked Estep 
Score: -22362202.000000 Penalty: 5946.169922
	Iteration 0F: 3 clusters Score -2.23622e+07 nChanged 77331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77969 members 
Mstep: Class 2 contains 82884 members 
Entering Unmasked Estep 
Score: -22406888.000000 Penalty: 5946.169922
	Iteration 1F: 3 clusters Score -2.240689e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76802 members 
Mstep: Class 2 contains 84051 members 
Entering Unmasked Estep 
Score: -22407548.000000 Penalty: 5946.169922
	Iteration 2Q: 3 clusters Score -2.240755e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75142 members 
Mstep: Class 2 contains 85711 members 
Entering Unmasked Estep 
Score: -22408544.000000 Penalty: 5946.169922
	Iteration 3Q: 3 clusters Score -2.240854e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72804 members 
Mstep: Class 2 contains 88049 members 
Entering Unmasked Estep 
Score: -22409694.000000 Penalty: 5946.169922
	Iteration 4Q: 3 clusters Score -2.240969e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69429 members 
Mstep: Class 2 contains 91424 members 
Entering Unmasked Estep 
Score: -22411414.000000 Penalty: 5946.169922
	Iteration 5Q: 3 clusters Score -2.241141e+07 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64737 members 
Mstep: Class 2 contains 96116 members 
Entering Unmasked Estep 
Score: -22414380.000000 Penalty: 5946.169922
	Iteration 6Q: 3 clusters Score -2.241438e+07 nChanged 7632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58657 members 
Mstep: Class 2 contains 102196 members 
Entering Unmasked Estep 
Score: -22418990.000000 Penalty: 5946.169922
	Iteration 7Q: 3 clusters Score -2.241899e+07 nChanged 9023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51186 members 
Mstep: Class 2 contains 109667 members 
Entering Unmasked Estep 
Score: -22425616.000000 Penalty: 5946.169922
	Iteration 8F: 3 clusters Score -2.242562e+07 nChanged 9786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43342 members 
Mstep: Class 2 contains 117511 members 
Entering Unmasked Estep 
Score: -22433658.000000 Penalty: 5946.169922
	Iteration 9F: 3 clusters Score -2.243366e+07 nChanged 9378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 124449 members 
Entering Unmasked Estep 
Score: -22441448.000000 Penalty: 5946.169922
	Iteration 10F: 3 clusters Score -2.244145e+07 nChanged 8011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 129422 members 
Entering Unmasked Estep 
Score: -22447238.000000 Penalty: 5946.169922
	Iteration 11Q: 3 clusters Score -2.244724e+07 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 132550 members 
Entering Unmasked Estep 
Score: -22450906.000000 Penalty: 5946.169922
	Iteration 12Q: 3 clusters Score -2.245091e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 134744 members 
Entering Unmasked Estep 
Score: -22453010.000000 Penalty: 5946.169922
	Iteration 13Q: 3 clusters Score -2.245301e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 136607 members 
Entering Unmasked Estep 
Score: -22454122.000000 Penalty: 5946.169922
	Iteration 14Q: 3 clusters Score -2.245412e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 138442 members 
Entering Unmasked Estep 
Score: -22454942.000000 Penalty: 5946.169922
	Iteration 15Q: 3 clusters Score -2.245494e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 140150 members 
Entering Unmasked Estep 
Score: -22455690.000000 Penalty: 5946.169922
	Iteration 16Q: 3 clusters Score -2.245569e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 141818 members 
Entering Unmasked Estep 
Score: -22456440.000000 Penalty: 5946.169922
	Iteration 17Q: 3 clusters Score -2.245644e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 143417 members 
Entering Unmasked Estep 
Score: -22457258.000000 Penalty: 5946.169922
	Iteration 18Q: 3 clusters Score -2.245726e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 145051 members 
Entering Unmasked Estep 
Score: -22457870.000000 Penalty: 5946.169922
	Iteration 19Q: 3 clusters Score -2.245787e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 146626 members 
Entering Unmasked Estep 
Score: -22458612.000000 Penalty: 5946.169922
	Iteration 20F: 3 clusters Score -2.245861e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 148062 members 
Entering Unmasked Estep 
Score: -22459340.000000 Penalty: 5946.169922
	Iteration 21Q: 3 clusters Score -2.245934e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 149458 members 
Entering Unmasked Estep 
Score: -22459980.000000 Penalty: 5946.169922
	Iteration 22Q: 3 clusters Score -2.245998e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 150782 members 
Entering Unmasked Estep 
Score: -22460712.000000 Penalty: 5946.169922
	Iteration 23Q: 3 clusters Score -2.246071e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 152051 members 
Entering Unmasked Estep 
Score: -22461270.000000 Penalty: 5946.169922
	Iteration 24Q: 3 clusters Score -2.246127e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 153223 members 
Entering Unmasked Estep 
Score: -22461922.000000 Penalty: 5946.169922
	Iteration 25Q: 3 clusters Score -2.246192e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 154263 members 
Entering Unmasked Estep 
Score: -22462474.000000 Penalty: 5946.169922
	Iteration 26Q: 3 clusters Score -2.246247e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 155188 members 
Entering Unmasked Estep 
Score: -22462958.000000 Penalty: 5946.169922
	Iteration 27Q: 3 clusters Score -2.246296e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 156022 members 
Entering Unmasked Estep 
Score: -22463352.000000 Penalty: 5946.169922
	Iteration 28Q: 3 clusters Score -2.246335e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 156720 members 
Entering Unmasked Estep 
Score: -22463630.000000 Penalty: 5946.169922
	Iteration 29Q: 3 clusters Score -2.246363e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 157306 members 
Entering Unmasked Estep 
Score: -22463846.000000 Penalty: 5946.169922
	Iteration 30Q: 3 clusters Score -2.246385e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 157761 members 
Entering Unmasked Estep 
Score: -22464008.000000 Penalty: 5946.169922
	Iteration 31Q: 3 clusters Score -2.246401e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 158107 members 
Entering Unmasked Estep 
Score: -22464188.000000 Penalty: 5946.169922
	Iteration 32Q: 3 clusters Score -2.246419e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 158383 members 
Entering Unmasked Estep 
Score: -22464242.000000 Penalty: 5946.169922
	Iteration 33Q: 3 clusters Score -2.246424e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 158601 members 
Entering Unmasked Estep 
Score: -22464376.000000 Penalty: 5946.169922
	Iteration 34Q: 3 clusters Score -2.246438e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 158781 members 
Entering Unmasked Estep 
Score: -22464482.000000 Penalty: 5946.169922
	Iteration 35Q: 3 clusters Score -2.246448e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 158921 members 
Entering Unmasked Estep 
Score: -22464580.000000 Penalty: 5946.169922
	Iteration 36Q: 3 clusters Score -2.246458e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 159045 members 
Entering Unmasked Estep 
Score: -22464628.000000 Penalty: 5946.169922
	Iteration 37Q: 3 clusters Score -2.246463e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 159157 members 
Entering Unmasked Estep 
Score: -22464642.000000 Penalty: 5946.169922
	Iteration 38Q: 3 clusters Score -2.246464e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 159264 members 
Entering Unmasked Estep 
Score: -22464704.000000 Penalty: 5946.169922
	Iteration 39Q: 3 clusters Score -2.24647e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 159359 members 
Entering Unmasked Estep 
Score: -22464746.000000 Penalty: 5946.169922
	Iteration 40F: 3 clusters Score -2.246475e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 159427 members 
Entering Unmasked Estep 
Score: -22464724.000000 Penalty: 5946.169922
	Iteration 41Q: 3 clusters Score -2.246472e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 159491 members 
Entering Unmasked Estep 
Score: -22464768.000000 Penalty: 5946.169922
	Iteration 42Q: 3 clusters Score -2.246477e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 159529 members 
Entering Unmasked Estep 
Score: -22464776.000000 Penalty: 5946.169922
	Iteration 43Q: 3 clusters Score -2.246478e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 159565 members 
Entering Unmasked Estep 
Score: -22464792.000000 Penalty: 5946.169922
	Iteration 44Q: 3 clusters Score -2.246479e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 159594 members 
Entering Unmasked Estep 
Score: -22464812.000000 Penalty: 5946.169922
	Iteration 45Q: 3 clusters Score -2.246481e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 159623 members 
Entering Unmasked Estep 
Score: -22464834.000000 Penalty: 5946.169922
	Iteration 46Q: 3 clusters Score -2.246483e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 159650 members 
Entering Unmasked Estep 
Score: -22464818.000000 Penalty: 5946.169922
	Iteration 47Q: 3 clusters Score -2.246482e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 159661 members 
Entering Unmasked Estep 
Score: -22464822.000000 Penalty: 5946.169922
	Iteration 48Q: 3 clusters Score -2.246482e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 159676 members 
Entering Unmasked Estep 
Score: -22464840.000000 Penalty: 5946.169922
	Iteration 49Q: 3 clusters Score -2.246484e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 159682 members 
Entering Unmasked Estep 
Score: -22464834.000000 Penalty: 5946.169922
	Iteration 50Q: 3 clusters Score -2.246483e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 159696 members 
Entering Unmasked Estep 
Score: -22464850.000000 Penalty: 5946.169922
	Iteration 51Q: 3 clusters Score -2.246485e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 159715 members 
Entering Unmasked Estep 
Score: -22464862.000000 Penalty: 5946.169922
	Iteration 52Q: 3 clusters Score -2.246486e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 159731 members 
Entering Unmasked Estep 
Score: -22464858.000000 Penalty: 5946.169922
	Iteration 53Q: 3 clusters Score -2.246486e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 159747 members 
Entering Unmasked Estep 
Score: -22464858.000000 Penalty: 5946.169922
	Iteration 54Q: 3 clusters Score -2.246486e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 159760 members 
Entering Unmasked Estep 
Score: -22464882.000000 Penalty: 5946.169922
	Iteration 55Q: 3 clusters Score -2.246488e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 159775 members 
Entering Unmasked Estep 
Score: -22464894.000000 Penalty: 5946.169922
	Iteration 56Q: 3 clusters Score -2.246489e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 159796 members 
Entering Unmasked Estep 
Score: -22464868.000000 Penalty: 5946.169922
	Iteration 57Q: 3 clusters Score -2.246487e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 159806 members 
Entering Unmasked Estep 
Score: -22464880.000000 Penalty: 5946.169922
	Iteration 58Q: 3 clusters Score -2.246488e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 159818 members 
Entering Unmasked Estep 
Score: -22464908.000000 Penalty: 5946.169922
	Iteration 59Q: 3 clusters Score -2.246491e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 159825 members 
Entering Unmasked Estep 
Score: -22464900.000000 Penalty: 5946.169922
	Iteration 60F: 3 clusters Score -2.24649e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 159836 members 
Entering Unmasked Estep 
Score: -22464900.000000 Penalty: 5946.169922
	Iteration 61Q: 3 clusters Score -2.24649e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 159849 members 
Entering Unmasked Estep 
Score: -22464914.000000 Penalty: 5946.169922
	Iteration 62Q: 3 clusters Score -2.246491e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 159866 members 
Entering Unmasked Estep 
Score: -22464910.000000 Penalty: 5946.169922
	Iteration 63Q: 3 clusters Score -2.246491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 159870 members 
Entering Unmasked Estep 
Score: -22464902.000000 Penalty: 5946.169922
	Iteration 64Q: 3 clusters Score -2.24649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 159869 members 
Entering Unmasked Estep 
Score: -22464912.000000 Penalty: 5946.169922
	Iteration 65Q: 3 clusters Score -2.246491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 159871 members 
Entering Unmasked Estep 
Score: -22464926.000000 Penalty: 5946.169922
	Iteration 66Q: 3 clusters Score -2.246493e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 159873 members 
Entering Unmasked Estep 
Score: -22464920.000000 Penalty: 5946.169922
	Iteration 67Q: 3 clusters Score -2.246492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 159878 members 
Entering Unmasked Estep 
Score: -22464926.000000 Penalty: 5946.169922
	Iteration 68Q: 3 clusters Score -2.246493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 159880 members 
Entering Unmasked Estep 
Score: -22464924.000000 Penalty: 5946.169922
	Iteration 69Q: 3 clusters Score -2.246492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 159883 members 
Entering Unmasked Estep 
Score: -22464930.000000 Penalty: 5946.169922
	Iteration 70Q: 3 clusters Score -2.246493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 159884 members 
Entering Unmasked Estep 
Score: -22464924.000000 Penalty: 5946.169922
	Iteration 71Q: 3 clusters Score -2.246492e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 159884 members 
Entering Unmasked Estep 
Score: -22464924.000000 Penalty: 5946.169922
	Iteration 72F: 3 clusters Score -2.246492e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -76052.375000 Penalty: 1586.851562
	Iteration 0F: 2 clusters Score -76052.38 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 311 members 
Entering Unmasked Estep 
Score: -74508.484375 Penalty: 3173.703125
	Iteration 0F: 3 clusters Score -74508.48 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -74748.554688 Penalty: 3173.703125
	Iteration 1F: 3 clusters Score -74748.55 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -74857.750000 Penalty: 3173.703125
	Iteration 2F: 3 clusters Score -74857.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -74949.515625 Penalty: 3173.703125
	Iteration 3Q: 3 clusters Score -74949.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -75028.835938 Penalty: 3173.703125
	Iteration 4Q: 3 clusters Score -75028.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -75095.656250 Penalty: 3173.703125
	Iteration 5Q: 3 clusters Score -75095.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -75152.343750 Penalty: 3173.703125
	Iteration 6Q: 3 clusters Score -75152.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -75219.437500 Penalty: 3173.703125
	Iteration 7Q: 3 clusters Score -75219.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -75352.078125 Penalty: 3173.703125
	Iteration 8Q: 3 clusters Score -75352.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -75404.390625 Penalty: 3173.703125
	Iteration 9Q: 3 clusters Score -75404.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -75443.671875 Penalty: 3173.703125
	Iteration 10Q: 3 clusters Score -75443.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -75460.164062 Penalty: 3173.703125
	Iteration 11Q: 3 clusters Score -75460.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -75476.812500 Penalty: 3173.703125
	Iteration 12Q: 3 clusters Score -75476.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -75485.312500 Penalty: 3173.703125
	Iteration 13Q: 3 clusters Score -75485.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -75490.093750 Penalty: 3173.703125
	Iteration 14Q: 3 clusters Score -75490.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -75490.093750 Penalty: 3173.703125
	Iteration 15F: 3 clusters Score -75490.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Entering Unmasked Estep 
Score: -281378.843750 Penalty: 1884.651611
	Iteration 0F: 2 clusters Score -281378.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -278740.875000 Penalty: 3769.303223
	Iteration 0F: 3 clusters Score -278740.9 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -279147.906250 Penalty: 3769.303223
	Iteration 1F: 3 clusters Score -279147.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -279272.125000 Penalty: 3769.303223
	Iteration 2F: 3 clusters Score -279272.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -279340.125000 Penalty: 3769.303223
	Iteration 3Q: 3 clusters Score -279340.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -279376.000000 Penalty: 3769.303223
	Iteration 4Q: 3 clusters Score -279376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -279395.000000 Penalty: 3769.303223
	Iteration 5Q: 3 clusters Score -279395 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -279414.781250 Penalty: 3769.303223
	Iteration 6Q: 3 clusters Score -279414.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -279428.812500 Penalty: 3769.303223
	Iteration 7Q: 3 clusters Score -279428.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -279438.562500 Penalty: 3769.303223
	Iteration 8Q: 3 clusters Score -279438.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -279451.343750 Penalty: 3769.303223
	Iteration 9Q: 3 clusters Score -279451.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -279458.000000 Penalty: 3769.303223
	Iteration 10Q: 3 clusters Score -279458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -279462.312500 Penalty: 3769.303223
	Iteration 11Q: 3 clusters Score -279462.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -279472.343750 Penalty: 3769.303223
	Iteration 12Q: 3 clusters Score -279472.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -279485.781250 Penalty: 3769.303223
	Iteration 13Q: 3 clusters Score -279485.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -279492.406250 Penalty: 3769.303223
	Iteration 14Q: 3 clusters Score -279492.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -279503.281250 Penalty: 3769.303223
	Iteration 15Q: 3 clusters Score -279503.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -279519.062500 Penalty: 3769.303223
	Iteration 16Q: 3 clusters Score -279519.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -279530.843750 Penalty: 3769.303223
	Iteration 17Q: 3 clusters Score -279530.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -279538.593750 Penalty: 3769.303223
	Iteration 18Q: 3 clusters Score -279538.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -279549.281250 Penalty: 3769.303223
	Iteration 19Q: 3 clusters Score -279549.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -279558.281250 Penalty: 3769.303223
	Iteration 20F: 3 clusters Score -279558.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -279572.187500 Penalty: 3769.303223
	Iteration 21Q: 3 clusters Score -279572.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -279592.281250 Penalty: 3769.303223
	Iteration 22Q: 3 clusters Score -279592.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -279607.062500 Penalty: 3769.303223
	Iteration 23Q: 3 clusters Score -279607.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -279621.125000 Penalty: 3769.303223
	Iteration 24Q: 3 clusters Score -279621.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -279630.968750 Penalty: 3769.303223
	Iteration 25Q: 3 clusters Score -279631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -279638.875000 Penalty: 3769.303223
	Iteration 26Q: 3 clusters Score -279638.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -279645.406250 Penalty: 3769.303223
	Iteration 27Q: 3 clusters Score -279645.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -279650.656250 Penalty: 3769.303223
	Iteration 28Q: 3 clusters Score -279650.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -279656.000000 Penalty: 3769.303223
	Iteration 29Q: 3 clusters Score -279656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -279667.156250 Penalty: 3769.303223
	Iteration 30Q: 3 clusters Score -279667.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -279685.406250 Penalty: 3769.303223
	Iteration 31Q: 3 clusters Score -279685.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -279697.031250 Penalty: 3769.303223
	Iteration 32Q: 3 clusters Score -279697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -279700.656250 Penalty: 3769.303223
	Iteration 33Q: 3 clusters Score -279700.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -279707.906250 Penalty: 3769.303223
	Iteration 34Q: 3 clusters Score -279707.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -279713.812500 Penalty: 3769.303223
	Iteration 35Q: 3 clusters Score -279713.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -279719.531250 Penalty: 3769.303223
	Iteration 36Q: 3 clusters Score -279719.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -279721.500000 Penalty: 3769.303223
	Iteration 37Q: 3 clusters Score -279721.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -279722.562500 Penalty: 3769.303223
	Iteration 38Q: 3 clusters Score -279722.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -279723.625000 Penalty: 3769.303223
	Iteration 39Q: 3 clusters Score -279723.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -279725.875000 Penalty: 3769.303223
	Iteration 40F: 3 clusters Score -279725.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -279729.406250 Penalty: 3769.303223
	Iteration 41Q: 3 clusters Score -279729.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -279730.562500 Penalty: 3769.303223
	Iteration 42Q: 3 clusters Score -279730.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -279735.281250 Penalty: 3769.303223
	Iteration 43Q: 3 clusters Score -279735.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -279742.187500 Penalty: 3769.303223
	Iteration 44Q: 3 clusters Score -279742.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -279746.812500 Penalty: 3769.303223
	Iteration 45Q: 3 clusters Score -279746.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -279751.187500 Penalty: 3769.303223
	Iteration 46Q: 3 clusters Score -279751.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -279755.437500 Penalty: 3769.303223
	Iteration 47Q: 3 clusters Score -279755.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -279758.000000 Penalty: 3769.303223
	Iteration 48Q: 3 clusters Score -279758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -279758.468750 Penalty: 3769.303223
	Iteration 49Q: 3 clusters Score -279758.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -279759.906250 Penalty: 3769.303223
	Iteration 50Q: 3 clusters Score -279759.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -279760.343750 Penalty: 3769.303223
	Iteration 51Q: 3 clusters Score -279760.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -279761.875000 Penalty: 3769.303223
	Iteration 52Q: 3 clusters Score -279761.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -279761.875000 Penalty: 3769.303223
	Iteration 53F: 3 clusters Score -279761.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -97046.203125 Penalty: 1674.852661
	Iteration 0F: 2 clusters Score -97046.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -95259.734375 Penalty: 3349.705322
	Iteration 0F: 3 clusters Score -95259.73 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -95695.554688 Penalty: 3349.705322
	Iteration 1F: 3 clusters Score -95695.55 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -96084.031250 Penalty: 3349.705322
	Iteration 2F: 3 clusters Score -96084.03 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -96393.257812 Penalty: 3349.705322
	Iteration 3F: 3 clusters Score -96393.26 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -96632.937500 Penalty: 3349.705322
	Iteration 4F: 3 clusters Score -96632.94 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -96792.585938 Penalty: 3349.705322
	Iteration 5F: 3 clusters Score -96792.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -96862.078125 Penalty: 3349.705322
	Iteration 6Q: 3 clusters Score -96862.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -96905.609375 Penalty: 3349.705322
	Iteration 7Q: 3 clusters Score -96905.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -96941.664062 Penalty: 3349.705322
	Iteration 8Q: 3 clusters Score -96941.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -96954.054688 Penalty: 3349.705322
	Iteration 9Q: 3 clusters Score -96954.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -96968.140625 Penalty: 3349.705322
	Iteration 10Q: 3 clusters Score -96968.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -96973.460938 Penalty: 3349.705322
	Iteration 11Q: 3 clusters Score -96973.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -96973.460938 Penalty: 3349.705322
	Iteration 12F: 3 clusters Score -96973.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Entering Unmasked Estep 
Score: -3446810.250000 Penalty: 2503.942627
	Iteration 0F: 2 clusters Score -3446810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -3430010.250000 Penalty: 5007.885254
	Iteration 0F: 3 clusters Score -3430010 nChanged 10783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -3435659.750000 Penalty: 5007.885254
	Iteration 1F: 3 clusters Score -3435660 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -3436033.250000 Penalty: 5007.885254
	Iteration 2Q: 3 clusters Score -3436033 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -3436348.250000 Penalty: 5007.885254
	Iteration 3Q: 3 clusters Score -3436348 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -3436635.000000 Penalty: 5007.885254
	Iteration 4Q: 3 clusters Score -3436635 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -3436878.500000 Penalty: 5007.885254
	Iteration 5Q: 3 clusters Score -3436878 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -3437163.250000 Penalty: 5007.885254
	Iteration 6Q: 3 clusters Score -3437163 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -3437526.250000 Penalty: 5007.885254
	Iteration 7Q: 3 clusters Score -3437526 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -3438072.750000 Penalty: 5007.885254
	Iteration 8Q: 3 clusters Score -3438073 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -3438850.500000 Penalty: 5007.885254
	Iteration 9F: 3 clusters Score -3438850 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -3439893.500000 Penalty: 5007.885254
	Iteration 10F: 3 clusters Score -3439894 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -3441180.750000 Penalty: 5007.885254
	Iteration 11F: 3 clusters Score -3441181 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -3442426.250000 Penalty: 5007.885254
	Iteration 12F: 3 clusters Score -3442426 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3443423.250000 Penalty: 5007.885254
	Iteration 13Q: 3 clusters Score -3443423 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3444068.500000 Penalty: 5007.885254
	Iteration 14Q: 3 clusters Score -3444068 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3444380.000000 Penalty: 5007.885254
	Iteration 15Q: 3 clusters Score -3444380 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3444562.000000 Penalty: 5007.885254
	Iteration 16Q: 3 clusters Score -3444562 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3444689.250000 Penalty: 5007.885254
	Iteration 17Q: 3 clusters Score -3444689 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3444754.500000 Penalty: 5007.885254
	Iteration 18Q: 3 clusters Score -3444754 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3444803.750000 Penalty: 5007.885254
	Iteration 19Q: 3 clusters Score -3444804 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3444842.500000 Penalty: 5007.885254
	Iteration 20F: 3 clusters Score -3444842 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3444859.750000 Penalty: 5007.885254
	Iteration 21Q: 3 clusters Score -3444860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3444892.750000 Penalty: 5007.885254
	Iteration 22Q: 3 clusters Score -3444893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3444901.250000 Penalty: 5007.885254
	Iteration 23Q: 3 clusters Score -3444901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3444902.000000 Penalty: 5007.885254
	Iteration 24Q: 3 clusters Score -3444902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3444914.250000 Penalty: 5007.885254
	Iteration 25Q: 3 clusters Score -3444914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3444923.750000 Penalty: 5007.885254
	Iteration 26Q: 3 clusters Score -3444924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3444924.250000 Penalty: 5007.885254
	Iteration 27Q: 3 clusters Score -3444924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3444933.500000 Penalty: 5007.885254
	Iteration 28Q: 3 clusters Score -3444934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3444942.750000 Penalty: 5007.885254
	Iteration 29Q: 3 clusters Score -3444943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3444946.750000 Penalty: 5007.885254
	Iteration 30Q: 3 clusters Score -3444947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3444947.750000 Penalty: 5007.885254
	Iteration 31Q: 3 clusters Score -3444948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3444949.500000 Penalty: 5007.885254
	Iteration 32Q: 3 clusters Score -3444950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3444949.250000 Penalty: 5007.885254
	Iteration 33Q: 3 clusters Score -3444949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3444949.250000 Penalty: 5007.885254
	Iteration 34F: 3 clusters Score -3444949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Entering Unmasked Estep 
Score: -2944797.250000 Penalty: 2466.660645
	Iteration 0F: 2 clusters Score -2944797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2930029.750000 Penalty: 4933.321289
	Iteration 0F: 3 clusters Score -2930030 nChanged 9264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -2934957.500000 Penalty: 4933.321289
	Iteration 1F: 3 clusters Score -2934958 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2935337.000000 Penalty: 4933.321289
	Iteration 2F: 3 clusters Score -2935337 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -2935573.000000 Penalty: 4933.321289
	Iteration 3Q: 3 clusters Score -2935573 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -2935774.250000 Penalty: 4933.321289
	Iteration 4Q: 3 clusters Score -2935774 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2935936.750000 Penalty: 4933.321289
	Iteration 5Q: 3 clusters Score -2935937 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -2936073.000000 Penalty: 4933.321289
	Iteration 6Q: 3 clusters Score -2936073 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -2936220.750000 Penalty: 4933.321289
	Iteration 7Q: 3 clusters Score -2936221 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -2936398.750000 Penalty: 4933.321289
	Iteration 8Q: 3 clusters Score -2936399 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -2936592.750000 Penalty: 4933.321289
	Iteration 9Q: 3 clusters Score -2936593 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -2936839.750000 Penalty: 4933.321289
	Iteration 10Q: 3 clusters Score -2936840 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -2937195.000000 Penalty: 4933.321289
	Iteration 11Q: 3 clusters Score -2937195 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -2937704.750000 Penalty: 4933.321289
	Iteration 12Q: 3 clusters Score -2937705 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -2938409.750000 Penalty: 4933.321289
	Iteration 13F: 3 clusters Score -2938410 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -2939286.000000 Penalty: 4933.321289
	Iteration 14F: 3 clusters Score -2939286 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2940193.250000 Penalty: 4933.321289
	Iteration 15F: 3 clusters Score -2940193 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2940970.750000 Penalty: 4933.321289
	Iteration 16Q: 3 clusters Score -2940971 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2941562.000000 Penalty: 4933.321289
	Iteration 17Q: 3 clusters Score -2941562 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2941950.750000 Penalty: 4933.321289
	Iteration 18Q: 3 clusters Score -2941951 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2942209.500000 Penalty: 4933.321289
	Iteration 19Q: 3 clusters Score -2942210 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2942360.750000 Penalty: 4933.321289
	Iteration 20F: 3 clusters Score -2942361 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2942477.250000 Penalty: 4933.321289
	Iteration 21Q: 3 clusters Score -2942477 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2942542.250000 Penalty: 4933.321289
	Iteration 22Q: 3 clusters Score -2942542 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2942566.250000 Penalty: 4933.321289
	Iteration 23Q: 3 clusters Score -2942566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2942580.750000 Penalty: 4933.321289
	Iteration 24Q: 3 clusters Score -2942581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2942599.500000 Penalty: 4933.321289
	Iteration 25Q: 3 clusters Score -2942600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2942607.500000 Penalty: 4933.321289
	Iteration 26Q: 3 clusters Score -2942608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2942613.250000 Penalty: 4933.321289
	Iteration 27Q: 3 clusters Score -2942613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2942615.000000 Penalty: 4933.321289
	Iteration 28Q: 3 clusters Score -2942615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2942623.250000 Penalty: 4933.321289
	Iteration 29Q: 3 clusters Score -2942623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2942631.500000 Penalty: 4933.321289
	Iteration 30Q: 3 clusters Score -2942632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2942631.250000 Penalty: 4933.321289
	Iteration 31Q: 3 clusters Score -2942631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2942633.250000 Penalty: 4933.321289
	Iteration 32Q: 3 clusters Score -2942633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2942633.250000 Penalty: 4933.321289
	Iteration 33F: 3 clusters Score -2942633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -88619.976562 Penalty: 1605.907349
	Iteration 0F: 2 clusters Score -88619.98 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 341 members 
Entering Unmasked Estep 
Score: -86991.367188 Penalty: 3211.814697
	Iteration 0F: 3 clusters Score -86991.37 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -87178.992188 Penalty: 3211.814697
	Iteration 1F: 3 clusters Score -87178.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -87211.070312 Penalty: 3211.814697
	Iteration 2Q: 3 clusters Score -87211.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -87231.429688 Penalty: 3211.814697
	Iteration 3Q: 3 clusters Score -87231.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -87234.734375 Penalty: 3211.814697
	Iteration 4Q: 3 clusters Score -87234.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -87240.515625 Penalty: 3211.814697
	Iteration 5Q: 3 clusters Score -87240.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -87241.312500 Penalty: 3211.814697
	Iteration 6Q: 3 clusters Score -87241.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -87241.312500 Penalty: 3211.814697
	Iteration 7F: 3 clusters Score -87241.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Entering Unmasked Estep 
Score: -347483.437500 Penalty: 1942.044067
	Iteration 0F: 2 clusters Score -347483.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -344497.406250 Penalty: 3884.088135
	Iteration 0F: 3 clusters Score -344497.4 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -345094.750000 Penalty: 3884.088135
	Iteration 1F: 3 clusters Score -345094.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -345234.718750 Penalty: 3884.088135
	Iteration 2F: 3 clusters Score -345234.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -345335.187500 Penalty: 3884.088135
	Iteration 3Q: 3 clusters Score -345335.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -345390.531250 Penalty: 3884.088135
	Iteration 4Q: 3 clusters Score -345390.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -345435.906250 Penalty: 3884.088135
	Iteration 5Q: 3 clusters Score -345435.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -345470.968750 Penalty: 3884.088135
	Iteration 6Q: 3 clusters Score -345471 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -345496.312500 Penalty: 3884.088135
	Iteration 7Q: 3 clusters Score -345496.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -345512.406250 Penalty: 3884.088135
	Iteration 8Q: 3 clusters Score -345512.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -345530.843750 Penalty: 3884.088135
	Iteration 9Q: 3 clusters Score -345530.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -345547.437500 Penalty: 3884.088135
	Iteration 10Q: 3 clusters Score -345547.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -345563.343750 Penalty: 3884.088135
	Iteration 11Q: 3 clusters Score -345563.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -345580.625000 Penalty: 3884.088135
	Iteration 12Q: 3 clusters Score -345580.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -345596.406250 Penalty: 3884.088135
	Iteration 13Q: 3 clusters Score -345596.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -345615.156250 Penalty: 3884.088135
	Iteration 14Q: 3 clusters Score -345615.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -345633.250000 Penalty: 3884.088135
	Iteration 15Q: 3 clusters Score -345633.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -345649.843750 Penalty: 3884.088135
	Iteration 16Q: 3 clusters Score -345649.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -345662.750000 Penalty: 3884.088135
	Iteration 17Q: 3 clusters Score -345662.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -345667.625000 Penalty: 3884.088135
	Iteration 18Q: 3 clusters Score -345667.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -345673.218750 Penalty: 3884.088135
	Iteration 19Q: 3 clusters Score -345673.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -345680.468750 Penalty: 3884.088135
	Iteration 20F: 3 clusters Score -345680.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -345690.562500 Penalty: 3884.088135
	Iteration 21Q: 3 clusters Score -345690.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -345697.250000 Penalty: 3884.088135
	Iteration 22Q: 3 clusters Score -345697.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -345701.625000 Penalty: 3884.088135
	Iteration 23Q: 3 clusters Score -345701.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -345704.843750 Penalty: 3884.088135
	Iteration 24Q: 3 clusters Score -345704.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -345706.843750 Penalty: 3884.088135
	Iteration 25Q: 3 clusters Score -345706.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -345710.593750 Penalty: 3884.088135
	Iteration 26Q: 3 clusters Score -345710.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -345711.625000 Penalty: 3884.088135
	Iteration 27Q: 3 clusters Score -345711.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -345711.625000 Penalty: 3884.088135
	Iteration 28F: 3 clusters Score -345711.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (102229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102229 members 
Entering Unmasked Estep 
Score: -14474568.000000 Penalty: 2860.672607
	Iteration 0F: 2 clusters Score -1.447457e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51157 members 
Mstep: Class 2 contains 51072 members 
Entering Unmasked Estep 
Score: -14406804.000000 Penalty: 5721.345215
	Iteration 0F: 3 clusters Score -1.44068e+07 nChanged 48346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51459 members 
Mstep: Class 2 contains 50770 members 
Entering Unmasked Estep 
Score: -14434113.000000 Penalty: 5721.345215
	Iteration 1F: 3 clusters Score -1.443411e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51605 members 
Mstep: Class 2 contains 50624 members 
Entering Unmasked Estep 
Score: -14434943.000000 Penalty: 5721.345215
	Iteration 2Q: 3 clusters Score -1.443494e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51658 members 
Mstep: Class 2 contains 50571 members 
Entering Unmasked Estep 
Score: -14435610.000000 Penalty: 5721.345215
	Iteration 3Q: 3 clusters Score -1.443561e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51574 members 
Mstep: Class 2 contains 50655 members 
Entering Unmasked Estep 
Score: -14436472.000000 Penalty: 5721.345215
	Iteration 4Q: 3 clusters Score -1.443647e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51376 members 
Mstep: Class 2 contains 50853 members 
Entering Unmasked Estep 
Score: -14437686.000000 Penalty: 5721.345215
	Iteration 5Q: 3 clusters Score -1.443769e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50954 members 
Mstep: Class 2 contains 51275 members 
Entering Unmasked Estep 
Score: -14439143.000000 Penalty: 5721.345215
	Iteration 6Q: 3 clusters Score -1.443914e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50236 members 
Mstep: Class 2 contains 51993 members 
Entering Unmasked Estep 
Score: -14440791.000000 Penalty: 5721.345215
	Iteration 7Q: 3 clusters Score -1.444079e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49088 members 
Mstep: Class 2 contains 53141 members 
Entering Unmasked Estep 
Score: -14443162.000000 Penalty: 5721.345215
	Iteration 8Q: 3 clusters Score -1.444316e+07 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47340 members 
Mstep: Class 2 contains 54889 members 
Entering Unmasked Estep 
Score: -14446295.000000 Penalty: 5721.345215
	Iteration 9F: 3 clusters Score -1.44463e+07 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44924 members 
Mstep: Class 2 contains 57305 members 
Entering Unmasked Estep 
Score: -14451032.000000 Penalty: 5721.345215
	Iteration 10F: 3 clusters Score -1.445103e+07 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 60021 members 
Entering Unmasked Estep 
Score: -14456953.000000 Penalty: 5721.345215
	Iteration 11F: 3 clusters Score -1.445695e+07 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39851 members 
Mstep: Class 2 contains 62378 members 
Entering Unmasked Estep 
Score: -14461637.000000 Penalty: 5721.345215
	Iteration 12F: 3 clusters Score -1.446164e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38334 members 
Mstep: Class 2 contains 63895 members 
Entering Unmasked Estep 
Score: -14463430.000000 Penalty: 5721.345215
	Iteration 13Q: 3 clusters Score -1.446343e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 65044 members 
Entering Unmasked Estep 
Score: -14464080.000000 Penalty: 5721.345215
	Iteration 14Q: 3 clusters Score -1.446408e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 66033 members 
Entering Unmasked Estep 
Score: -14464512.000000 Penalty: 5721.345215
	Iteration 15Q: 3 clusters Score -1.446451e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35293 members 
Mstep: Class 2 contains 66936 members 
Entering Unmasked Estep 
Score: -14464785.000000 Penalty: 5721.345215
	Iteration 16Q: 3 clusters Score -1.446478e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 67753 members 
Entering Unmasked Estep 
Score: -14465084.000000 Penalty: 5721.345215
	Iteration 17Q: 3 clusters Score -1.446508e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33674 members 
Mstep: Class 2 contains 68555 members 
Entering Unmasked Estep 
Score: -14465424.000000 Penalty: 5721.345215
	Iteration 18Q: 3 clusters Score -1.446542e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 69282 members 
Entering Unmasked Estep 
Score: -14465636.000000 Penalty: 5721.345215
	Iteration 19Q: 3 clusters Score -1.446564e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 70002 members 
Entering Unmasked Estep 
Score: -14465738.000000 Penalty: 5721.345215
	Iteration 20F: 3 clusters Score -1.446574e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 70743 members 
Entering Unmasked Estep 
Score: -14465924.000000 Penalty: 5721.345215
	Iteration 21Q: 3 clusters Score -1.446592e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 71461 members 
Entering Unmasked Estep 
Score: -14466064.000000 Penalty: 5721.345215
	Iteration 22Q: 3 clusters Score -1.446606e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30067 members 
Mstep: Class 2 contains 72162 members 
Entering Unmasked Estep 
Score: -14466202.000000 Penalty: 5721.345215
	Iteration 23Q: 3 clusters Score -1.44662e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 72897 members 
Entering Unmasked Estep 
Score: -14466385.000000 Penalty: 5721.345215
	Iteration 24Q: 3 clusters Score -1.446638e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 73665 members 
Entering Unmasked Estep 
Score: -14466511.000000 Penalty: 5721.345215
	Iteration 25Q: 3 clusters Score -1.446651e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 74442 members 
Entering Unmasked Estep 
Score: -14466663.000000 Penalty: 5721.345215
	Iteration 26Q: 3 clusters Score -1.446666e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 75245 members 
Entering Unmasked Estep 
Score: -14466801.000000 Penalty: 5721.345215
	Iteration 27Q: 3 clusters Score -1.44668e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 76120 members 
Entering Unmasked Estep 
Score: -14467020.000000 Penalty: 5721.345215
	Iteration 28Q: 3 clusters Score -1.446702e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 77026 members 
Entering Unmasked Estep 
Score: -14467178.000000 Penalty: 5721.345215
	Iteration 29Q: 3 clusters Score -1.446718e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 77942 members 
Entering Unmasked Estep 
Score: -14467369.000000 Penalty: 5721.345215
	Iteration 30Q: 3 clusters Score -1.446737e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 78892 members 
Entering Unmasked Estep 
Score: -14467642.000000 Penalty: 5721.345215
	Iteration 31Q: 3 clusters Score -1.446764e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 79912 members 
Entering Unmasked Estep 
Score: -14467887.000000 Penalty: 5721.345215
	Iteration 32Q: 3 clusters Score -1.446789e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 80956 members 
Entering Unmasked Estep 
Score: -14468105.000000 Penalty: 5721.345215
	Iteration 33Q: 3 clusters Score -1.44681e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 82043 members 
Entering Unmasked Estep 
Score: -14468463.000000 Penalty: 5721.345215
	Iteration 34Q: 3 clusters Score -1.446846e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 83100 members 
Entering Unmasked Estep 
Score: -14468731.000000 Penalty: 5721.345215
	Iteration 35Q: 3 clusters Score -1.446873e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 84083 members 
Entering Unmasked Estep 
Score: -14468968.000000 Penalty: 5721.345215
	Iteration 36Q: 3 clusters Score -1.446897e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 85088 members 
Entering Unmasked Estep 
Score: -14469251.000000 Penalty: 5721.345215
	Iteration 37Q: 3 clusters Score -1.446925e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 86084 members 
Entering Unmasked Estep 
Score: -14469504.000000 Penalty: 5721.345215
	Iteration 38Q: 3 clusters Score -1.44695e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 87082 members 
Entering Unmasked Estep 
Score: -14469668.000000 Penalty: 5721.345215
	Iteration 39Q: 3 clusters Score -1.446967e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 88035 members 
Entering Unmasked Estep 
Score: -14469947.000000 Penalty: 5721.345215
	Iteration 40F: 3 clusters Score -1.446995e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 88964 members 
Entering Unmasked Estep 
Score: -14470222.000000 Penalty: 5721.345215
	Iteration 41Q: 3 clusters Score -1.447022e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 89866 members 
Entering Unmasked Estep 
Score: -14470469.000000 Penalty: 5721.345215
	Iteration 42Q: 3 clusters Score -1.447047e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 90712 members 
Entering Unmasked Estep 
Score: -14470685.000000 Penalty: 5721.345215
	Iteration 43Q: 3 clusters Score -1.447068e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 91483 members 
Entering Unmasked Estep 
Score: -14470890.000000 Penalty: 5721.345215
	Iteration 44Q: 3 clusters Score -1.447089e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 92245 members 
Entering Unmasked Estep 
Score: -14471056.000000 Penalty: 5721.345215
	Iteration 45Q: 3 clusters Score -1.447106e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 92974 members 
Entering Unmasked Estep 
Score: -14471274.000000 Penalty: 5721.345215
	Iteration 46Q: 3 clusters Score -1.447127e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 93661 members 
Entering Unmasked Estep 
Score: -14471469.000000 Penalty: 5721.345215
	Iteration 47Q: 3 clusters Score -1.447147e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 94302 members 
Entering Unmasked Estep 
Score: -14471671.000000 Penalty: 5721.345215
	Iteration 48Q: 3 clusters Score -1.447167e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 94904 members 
Entering Unmasked Estep 
Score: -14471856.000000 Penalty: 5721.345215
	Iteration 49Q: 3 clusters Score -1.447186e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 95454 members 
Entering Unmasked Estep 
Score: -14471950.000000 Penalty: 5721.345215
	Iteration 50Q: 3 clusters Score -1.447195e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 95938 members 
Entering Unmasked Estep 
Score: -14472036.000000 Penalty: 5721.345215
	Iteration 51Q: 3 clusters Score -1.447204e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 96394 members 
Entering Unmasked Estep 
Score: -14472163.000000 Penalty: 5721.345215
	Iteration 52Q: 3 clusters Score -1.447216e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 96804 members 
Entering Unmasked Estep 
Score: -14472364.000000 Penalty: 5721.345215
	Iteration 53Q: 3 clusters Score -1.447236e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 97154 members 
Entering Unmasked Estep 
Score: -14472412.000000 Penalty: 5721.345215
	Iteration 54Q: 3 clusters Score -1.447241e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 97476 members 
Entering Unmasked Estep 
Score: -14472461.000000 Penalty: 5721.345215
	Iteration 55Q: 3 clusters Score -1.447246e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 97765 members 
Entering Unmasked Estep 
Score: -14472607.000000 Penalty: 5721.345215
	Iteration 56Q: 3 clusters Score -1.447261e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 98014 members 
Entering Unmasked Estep 
Score: -14472677.000000 Penalty: 5721.345215
	Iteration 57Q: 3 clusters Score -1.447268e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 98238 members 
Entering Unmasked Estep 
Score: -14472725.000000 Penalty: 5721.345215
	Iteration 58Q: 3 clusters Score -1.447272e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 98427 members 
Entering Unmasked Estep 
Score: -14472792.000000 Penalty: 5721.345215
	Iteration 59Q: 3 clusters Score -1.447279e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 98589 members 
Entering Unmasked Estep 
Score: -14472837.000000 Penalty: 5721.345215
	Iteration 60F: 3 clusters Score -1.447284e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 98728 members 
Entering Unmasked Estep 
Score: -14472850.000000 Penalty: 5721.345215
	Iteration 61Q: 3 clusters Score -1.447285e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 98848 members 
Entering Unmasked Estep 
Score: -14472921.000000 Penalty: 5721.345215
	Iteration 62Q: 3 clusters Score -1.447292e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 98978 members 
Entering Unmasked Estep 
Score: -14472941.000000 Penalty: 5721.345215
	Iteration 63Q: 3 clusters Score -1.447294e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 99111 members 
Entering Unmasked Estep 
Score: -14473002.000000 Penalty: 5721.345215
	Iteration 64Q: 3 clusters Score -1.4473e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 99217 members 
Entering Unmasked Estep 
Score: -14473069.000000 Penalty: 5721.345215
	Iteration 65Q: 3 clusters Score -1.447307e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 99306 members 
Entering Unmasked Estep 
Score: -14473084.000000 Penalty: 5721.345215
	Iteration 66Q: 3 clusters Score -1.447308e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 99385 members 
Entering Unmasked Estep 
Score: -14473106.000000 Penalty: 5721.345215
	Iteration 67Q: 3 clusters Score -1.447311e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 99455 members 
Entering Unmasked Estep 
Score: -14473128.000000 Penalty: 5721.345215
	Iteration 68Q: 3 clusters Score -1.447313e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 99515 members 
Entering Unmasked Estep 
Score: -14473118.000000 Penalty: 5721.345215
	Iteration 69Q: 3 clusters Score -1.447312e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 99553 members 
Entering Unmasked Estep 
Score: -14473102.000000 Penalty: 5721.345215
	Iteration 70Q: 3 clusters Score -1.44731e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 99588 members 
Entering Unmasked Estep 
Score: -14473125.000000 Penalty: 5721.345215
	Iteration 71Q: 3 clusters Score -1.447312e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 99624 members 
Entering Unmasked Estep 
Score: -14473119.000000 Penalty: 5721.345215
	Iteration 72Q: 3 clusters Score -1.447312e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 99649 members 
Entering Unmasked Estep 
Score: -14473116.000000 Penalty: 5721.345215
	Iteration 73Q: 3 clusters Score -1.447312e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 99666 members 
Entering Unmasked Estep 
Score: -14473103.000000 Penalty: 5721.345215
	Iteration 74Q: 3 clusters Score -1.44731e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 99685 members 
Entering Unmasked Estep 
Score: -14473118.000000 Penalty: 5721.345215
	Iteration 75Q: 3 clusters Score -1.447312e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 99705 members 
Entering Unmasked Estep 
Score: -14473133.000000 Penalty: 5721.345215
	Iteration 76Q: 3 clusters Score -1.447313e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 99726 members 
Entering Unmasked Estep 
Score: -14473136.000000 Penalty: 5721.345215
	Iteration 77Q: 3 clusters Score -1.447314e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 99747 members 
Entering Unmasked Estep 
Score: -14473147.000000 Penalty: 5721.345215
	Iteration 78Q: 3 clusters Score -1.447315e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 99765 members 
Entering Unmasked Estep 
Score: -14473138.000000 Penalty: 5721.345215
	Iteration 79Q: 3 clusters Score -1.447314e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 99783 members 
Entering Unmasked Estep 
Score: -14473159.000000 Penalty: 5721.345215
	Iteration 80F: 3 clusters Score -1.447316e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 99799 members 
Entering Unmasked Estep 
Score: -14473165.000000 Penalty: 5721.345215
	Iteration 81Q: 3 clusters Score -1.447316e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 99807 members 
Entering Unmasked Estep 
Score: -14473161.000000 Penalty: 5721.345215
	Iteration 82Q: 3 clusters Score -1.447316e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 99816 members 
Entering Unmasked Estep 
Score: -14473149.000000 Penalty: 5721.345215
	Iteration 83Q: 3 clusters Score -1.447315e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 99830 members 
Entering Unmasked Estep 
Score: -14473142.000000 Penalty: 5721.345215
	Iteration 84Q: 3 clusters Score -1.447314e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 99837 members 
Entering Unmasked Estep 
Score: -14473143.000000 Penalty: 5721.345215
	Iteration 85Q: 3 clusters Score -1.447314e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 99851 members 
Entering Unmasked Estep 
Score: -14473148.000000 Penalty: 5721.345215
	Iteration 86Q: 3 clusters Score -1.447315e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 99865 members 
Entering Unmasked Estep 
Score: -14473143.000000 Penalty: 5721.345215
	Iteration 87Q: 3 clusters Score -1.447314e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 99876 members 
Entering Unmasked Estep 
Score: -14473150.000000 Penalty: 5721.345215
	Iteration 88Q: 3 clusters Score -1.447315e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 99890 members 
Entering Unmasked Estep 
Score: -14473167.000000 Penalty: 5721.345215
	Iteration 89Q: 3 clusters Score -1.447317e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 99905 members 
Entering Unmasked Estep 
Score: -14473168.000000 Penalty: 5721.345215
	Iteration 90Q: 3 clusters Score -1.447317e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 99918 members 
Entering Unmasked Estep 
Score: -14473162.000000 Penalty: 5721.345215
	Iteration 91Q: 3 clusters Score -1.447316e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 99927 members 
Entering Unmasked Estep 
Score: -14473158.000000 Penalty: 5721.345215
	Iteration 92Q: 3 clusters Score -1.447316e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 99936 members 
Entering Unmasked Estep 
Score: -14473156.000000 Penalty: 5721.345215
	Iteration 93Q: 3 clusters Score -1.447316e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 99945 members 
Entering Unmasked Estep 
Score: -14473136.000000 Penalty: 5721.345215
	Iteration 94Q: 3 clusters Score -1.447314e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 99954 members 
Entering Unmasked Estep 
Score: -14473152.000000 Penalty: 5721.345215
	Iteration 95Q: 3 clusters Score -1.447315e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 99962 members 
Entering Unmasked Estep 
Score: -14473167.000000 Penalty: 5721.345215
	Iteration 96Q: 3 clusters Score -1.447317e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 99969 members 
Entering Unmasked Estep 
Score: -14473164.000000 Penalty: 5721.345215
	Iteration 97Q: 3 clusters Score -1.447316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 99976 members 
Entering Unmasked Estep 
Score: -14473161.000000 Penalty: 5721.345215
	Iteration 98Q: 3 clusters Score -1.447316e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 99982 members 
Entering Unmasked Estep 
Score: -14473170.000000 Penalty: 5721.345215
	Iteration 99Q: 3 clusters Score -1.447317e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 99986 members 
Entering Unmasked Estep 
Score: -14473188.000000 Penalty: 5721.345215
	Iteration 100F: 3 clusters Score -1.447319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 99992 members 
Entering Unmasked Estep 
Score: -14473175.000000 Penalty: 5721.345215
	Iteration 101Q: 3 clusters Score -1.447318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 99996 members 
Entering Unmasked Estep 
Score: -14473184.000000 Penalty: 5721.345215
	Iteration 102Q: 3 clusters Score -1.447318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 99999 members 
Entering Unmasked Estep 
Score: -14473180.000000 Penalty: 5721.345215
	Iteration 103Q: 3 clusters Score -1.447318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 100001 members 
Entering Unmasked Estep 
Score: -14473174.000000 Penalty: 5721.345215
	Iteration 104Q: 3 clusters Score -1.447317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 100004 members 
Entering Unmasked Estep 
Score: -14473172.000000 Penalty: 5721.345215
	Iteration 105Q: 3 clusters Score -1.447317e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 100008 members 
Entering Unmasked Estep 
Score: -14473171.000000 Penalty: 5721.345215
	Iteration 106Q: 3 clusters Score -1.447317e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 100010 members 
Entering Unmasked Estep 
Score: -14473162.000000 Penalty: 5721.345215
	Iteration 107Q: 3 clusters Score -1.447316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 100011 members 
Entering Unmasked Estep 
Score: -14473169.000000 Penalty: 5721.345215
	Iteration 108Q: 3 clusters Score -1.447317e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 100012 members 
Entering Unmasked Estep 
Score: -14473170.000000 Penalty: 5721.345215
	Iteration 109Q: 3 clusters Score -1.447317e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 100012 members 
Entering Unmasked Estep 
Score: -14473170.000000 Penalty: 5721.345215
	Iteration 110F: 3 clusters Score -1.447317e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Entering Unmasked Estep 
Score: -1244602.625000 Penalty: 2250.111572
	Iteration 0F: 2 clusters Score -1244603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1237686.125000 Penalty: 4500.223145
	Iteration 0F: 3 clusters Score -1237686 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1239619.875000 Penalty: 4500.223145
	Iteration 1F: 3 clusters Score -1239620 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1239878.250000 Penalty: 4500.223145
	Iteration 2F: 3 clusters Score -1239878 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1240045.625000 Penalty: 4500.223145
	Iteration 3Q: 3 clusters Score -1240046 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1240167.250000 Penalty: 4500.223145
	Iteration 4Q: 3 clusters Score -1240167 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1240282.750000 Penalty: 4500.223145
	Iteration 5Q: 3 clusters Score -1240283 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1240384.500000 Penalty: 4500.223145
	Iteration 6Q: 3 clusters Score -1240384 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1240496.125000 Penalty: 4500.223145
	Iteration 7Q: 3 clusters Score -1240496 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1240617.125000 Penalty: 4500.223145
	Iteration 8Q: 3 clusters Score -1240617 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1240751.875000 Penalty: 4500.223145
	Iteration 9Q: 3 clusters Score -1240752 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1240912.750000 Penalty: 4500.223145
	Iteration 10Q: 3 clusters Score -1240913 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1241101.625000 Penalty: 4500.223145
	Iteration 11Q: 3 clusters Score -1241102 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1241361.125000 Penalty: 4500.223145
	Iteration 12Q: 3 clusters Score -1241361 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1241655.375000 Penalty: 4500.223145
	Iteration 13Q: 3 clusters Score -1241655 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1241923.875000 Penalty: 4500.223145
	Iteration 14Q: 3 clusters Score -1241924 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1242208.750000 Penalty: 4500.223145
	Iteration 15Q: 3 clusters Score -1242209 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1242450.625000 Penalty: 4500.223145
	Iteration 16Q: 3 clusters Score -1242451 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1242628.125000 Penalty: 4500.223145
	Iteration 17Q: 3 clusters Score -1242628 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1242767.000000 Penalty: 4500.223145
	Iteration 18Q: 3 clusters Score -1242767 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1242854.375000 Penalty: 4500.223145
	Iteration 19Q: 3 clusters Score -1242854 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1242920.000000 Penalty: 4500.223145
	Iteration 20F: 3 clusters Score -1242920 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1242957.750000 Penalty: 4500.223145
	Iteration 21Q: 3 clusters Score -1242958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1242986.375000 Penalty: 4500.223145
	Iteration 22Q: 3 clusters Score -1242986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1243001.125000 Penalty: 4500.223145
	Iteration 23Q: 3 clusters Score -1243001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1243009.750000 Penalty: 4500.223145
	Iteration 24Q: 3 clusters Score -1243010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1243014.000000 Penalty: 4500.223145
	Iteration 25Q: 3 clusters Score -1243014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1243014.000000 Penalty: 4500.223145
	Iteration 26F: 3 clusters Score -1243014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -76221.687500 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -76221.69 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 325 members 
Entering Unmasked Estep 
Score: -74608.773438 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -74608.77 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -75002.148438 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -75002.15 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -75238.539062 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -75238.54 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -75504.617188 Penalty: 3199.433350
	Iteration 3F: 3 clusters Score -75504.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -75703.078125 Penalty: 3199.433350
	Iteration 4Q: 3 clusters Score -75703.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -75914.796875 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -75914.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -76014.812500 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -76014.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -76084.898438 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -76084.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -76118.429688 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -76118.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -76138.031250 Penalty: 3199.433350
	Iteration 9Q: 3 clusters Score -76138.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -76200.031250 Penalty: 3199.433350
	Iteration 10Q: 3 clusters Score -76200.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -76477.164062 Penalty: 3199.433350
	Iteration 11Q: 3 clusters Score -76477.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -76539.765625 Penalty: 3199.433350
	Iteration 12Q: 3 clusters Score -76539.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -76557.882812 Penalty: 3199.433350
	Iteration 13Q: 3 clusters Score -76557.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -76577.914062 Penalty: 3199.433350
	Iteration 14Q: 3 clusters Score -76577.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -76587.632812 Penalty: 3199.433350
	Iteration 15Q: 3 clusters Score -76587.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -76591.781250 Penalty: 3199.433350
	Iteration 16Q: 3 clusters Score -76591.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76600.320312 Penalty: 3199.433350
	Iteration 17Q: 3 clusters Score -76600.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -76607.289062 Penalty: 3199.433350
	Iteration 18Q: 3 clusters Score -76607.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -76616.328125 Penalty: 3199.433350
	Iteration 19Q: 3 clusters Score -76616.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -76651.148438 Penalty: 3199.433350
	Iteration 20F: 3 clusters Score -76651.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -76721.921875 Penalty: 3199.433350
	Iteration 21Q: 3 clusters Score -76721.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -76846.492188 Penalty: 3199.433350
	Iteration 22Q: 3 clusters Score -76846.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -77075.687500 Penalty: 3199.433350
	Iteration 23Q: 3 clusters Score -77075.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -77075.687500 Penalty: 3199.433350
	Iteration 24F: 3 clusters Score -77075.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103494 members 
Mstep: Class 2 contains 35093 members 
Mstep: Class 3 contains 32690 members 
Mstep: Class 4 contains 116239 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169937 members 
Mstep: Class 7 contains 32711 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68183 members 
Mstep: Class 10 contains 7978 members 
Mstep: Class 11 contains 3174 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160853 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24259 members 
Mstep: Class 18 contains 20873 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102229 members 
Mstep: Class 22 contains 8717 members 
Mstep: Class 23 contains 347 members 
Mstep: Class 24 contains 15070 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Mstep: Class 29 contains 286 members 
Entering Unmasked Estep 
Score: -132687384.000000 Penalty: 99075.648438
Splitting cluster 23 changes total score from -132688360.000000 to -132687384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (15070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Entering Unmasked Estep 
Score: -2137811.750000 Penalty: 2385.874512
	Iteration 0F: 2 clusters Score -2137812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -2126928.500000 Penalty: 4771.749023
	Iteration 0F: 3 clusters Score -2126928 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -2130407.500000 Penalty: 4771.749023
	Iteration 1F: 3 clusters Score -2130408 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -2130729.750000 Penalty: 4771.749023
	Iteration 2F: 3 clusters Score -2130730 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -2130979.250000 Penalty: 4771.749023
	Iteration 3Q: 3 clusters Score -2130979 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2131225.250000 Penalty: 4771.749023
	Iteration 4Q: 3 clusters Score -2131225 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2131465.500000 Penalty: 4771.749023
	Iteration 5Q: 3 clusters Score -2131466 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -2131745.500000 Penalty: 4771.749023
	Iteration 6Q: 3 clusters Score -2131746 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -2132105.000000 Penalty: 4771.749023
	Iteration 7Q: 3 clusters Score -2132105 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2132472.000000 Penalty: 4771.749023
	Iteration 8Q: 3 clusters Score -2132472 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -2132853.250000 Penalty: 4771.749023
	Iteration 9Q: 3 clusters Score -2132853 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -2133354.000000 Penalty: 4771.749023
	Iteration 10Q: 3 clusters Score -2133354 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2133902.500000 Penalty: 4771.749023
	Iteration 11Q: 3 clusters Score -2133902 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -2134317.000000 Penalty: 4771.749023
	Iteration 12Q: 3 clusters Score -2134317 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2134604.000000 Penalty: 4771.749023
	Iteration 13Q: 3 clusters Score -2134604 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -2134798.750000 Penalty: 4771.749023
	Iteration 14Q: 3 clusters Score -2134799 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2134933.500000 Penalty: 4771.749023
	Iteration 15Q: 3 clusters Score -2134934 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2135027.500000 Penalty: 4771.749023
	Iteration 16Q: 3 clusters Score -2135028 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -2135118.250000 Penalty: 4771.749023
	Iteration 17Q: 3 clusters Score -2135118 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -2135196.000000 Penalty: 4771.749023
	Iteration 18Q: 3 clusters Score -2135196 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -2135255.250000 Penalty: 4771.749023
	Iteration 19Q: 3 clusters Score -2135255 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -2135309.000000 Penalty: 4771.749023
	Iteration 20F: 3 clusters Score -2135309 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -2135366.250000 Penalty: 4771.749023
	Iteration 21Q: 3 clusters Score -2135366 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -2135403.750000 Penalty: 4771.749023
	Iteration 22Q: 3 clusters Score -2135404 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -2135437.250000 Penalty: 4771.749023
	Iteration 23Q: 3 clusters Score -2135437 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -2135460.000000 Penalty: 4771.749023
	Iteration 24Q: 3 clusters Score -2135460 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -2135485.500000 Penalty: 4771.749023
	Iteration 25Q: 3 clusters Score -2135486 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -2135515.000000 Penalty: 4771.749023
	Iteration 26Q: 3 clusters Score -2135515 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2135538.750000 Penalty: 4771.749023
	Iteration 27Q: 3 clusters Score -2135539 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2135554.750000 Penalty: 4771.749023
	Iteration 28Q: 3 clusters Score -2135555 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -2135577.250000 Penalty: 4771.749023
	Iteration 29Q: 3 clusters Score -2135577 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2135594.500000 Penalty: 4771.749023
	Iteration 30Q: 3 clusters Score -2135594 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -2135620.750000 Penalty: 4771.749023
	Iteration 31Q: 3 clusters Score -2135621 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -2135643.000000 Penalty: 4771.749023
	Iteration 32Q: 3 clusters Score -2135643 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2135659.000000 Penalty: 4771.749023
	Iteration 33Q: 3 clusters Score -2135659 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -2135668.000000 Penalty: 4771.749023
	Iteration 34Q: 3 clusters Score -2135668 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -2135678.750000 Penalty: 4771.749023
	Iteration 35Q: 3 clusters Score -2135679 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -2135688.750000 Penalty: 4771.749023
	Iteration 36Q: 3 clusters Score -2135689 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -2135694.250000 Penalty: 4771.749023
	Iteration 37Q: 3 clusters Score -2135694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -2135697.000000 Penalty: 4771.749023
	Iteration 38Q: 3 clusters Score -2135697 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -2135707.750000 Penalty: 4771.749023
	Iteration 39Q: 3 clusters Score -2135708 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -2135718.250000 Penalty: 4771.749023
	Iteration 40F: 3 clusters Score -2135718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2135726.000000 Penalty: 4771.749023
	Iteration 41Q: 3 clusters Score -2135726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2135732.500000 Penalty: 4771.749023
	Iteration 42Q: 3 clusters Score -2135732 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -2135740.750000 Penalty: 4771.749023
	Iteration 43Q: 3 clusters Score -2135741 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -2135745.750000 Penalty: 4771.749023
	Iteration 44Q: 3 clusters Score -2135746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -2135751.750000 Penalty: 4771.749023
	Iteration 45Q: 3 clusters Score -2135752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2135756.500000 Penalty: 4771.749023
	Iteration 46Q: 3 clusters Score -2135756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -2135762.500000 Penalty: 4771.749023
	Iteration 47Q: 3 clusters Score -2135762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -2135762.500000 Penalty: 4771.749023
	Iteration 48Q: 3 clusters Score -2135762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -2135766.750000 Penalty: 4771.749023
	Iteration 49Q: 3 clusters Score -2135767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -2135773.500000 Penalty: 4771.749023
	Iteration 50Q: 3 clusters Score -2135774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -2135775.000000 Penalty: 4771.749023
	Iteration 51Q: 3 clusters Score -2135775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -2135781.500000 Penalty: 4771.749023
	Iteration 52Q: 3 clusters Score -2135782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -2135792.250000 Penalty: 4771.749023
	Iteration 53Q: 3 clusters Score -2135792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -2135800.750000 Penalty: 4771.749023
	Iteration 54Q: 3 clusters Score -2135801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -2135807.000000 Penalty: 4771.749023
	Iteration 55Q: 3 clusters Score -2135807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -2135808.750000 Penalty: 4771.749023
	Iteration 56Q: 3 clusters Score -2135809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -2135813.500000 Penalty: 4771.749023
	Iteration 57Q: 3 clusters Score -2135814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2135817.250000 Penalty: 4771.749023
	Iteration 58Q: 3 clusters Score -2135817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -2135819.750000 Penalty: 4771.749023
	Iteration 59Q: 3 clusters Score -2135820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -2135822.500000 Penalty: 4771.749023
	Iteration 60F: 3 clusters Score -2135822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -2135825.000000 Penalty: 4771.749023
	Iteration 61Q: 3 clusters Score -2135825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -2135825.750000 Penalty: 4771.749023
	Iteration 62Q: 3 clusters Score -2135826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -2135825.250000 Penalty: 4771.749023
	Iteration 63Q: 3 clusters Score -2135825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -2135826.000000 Penalty: 4771.749023
	Iteration 64Q: 3 clusters Score -2135826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2135827.000000 Penalty: 4771.749023
	Iteration 65Q: 3 clusters Score -2135827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2135827.000000 Penalty: 4771.749023
	Iteration 66F: 3 clusters Score -2135827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -16338.313477 Penalty: 1270.743042
	Iteration 0F: 2 clusters Score -16338.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15351.707031 Penalty: 2541.486084
	Iteration 0F: 3 clusters Score -15351.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15403.272461 Penalty: 2541.486084
	Iteration 1Q: 3 clusters Score -15403.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15422.647461 Penalty: 2541.486084
	Iteration 2Q: 3 clusters Score -15422.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -15441.552734 Penalty: 2541.486084
	Iteration 3Q: 3 clusters Score -15441.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -15454.026367 Penalty: 2541.486084
	Iteration 4Q: 3 clusters Score -15454.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -15454.026367 Penalty: 2541.486084
	Iteration 5F: 3 clusters Score -15454.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -79918.375000 Penalty: 1584.779663
	Iteration 0F: 2 clusters Score -79918.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -78304.257812 Penalty: 3169.559326
	Iteration 0F: 3 clusters Score -78304.26 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -78484.742188 Penalty: 3169.559326
	Iteration 1F: 3 clusters Score -78484.74 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -78548.890625 Penalty: 3169.559326
	Iteration 2Q: 3 clusters Score -78548.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -78584.710938 Penalty: 3169.559326
	Iteration 3Q: 3 clusters Score -78584.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -78620.718750 Penalty: 3169.559326
	Iteration 4Q: 3 clusters Score -78620.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -78643.328125 Penalty: 3169.559326
	Iteration 5Q: 3 clusters Score -78643.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -78652.437500 Penalty: 3169.559326
	Iteration 6Q: 3 clusters Score -78652.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -78659.968750 Penalty: 3169.559326
	Iteration 7Q: 3 clusters Score -78659.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -78672.617188 Penalty: 3169.559326
	Iteration 8Q: 3 clusters Score -78672.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -78679.781250 Penalty: 3169.559326
	Iteration 9Q: 3 clusters Score -78679.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -78684.187500 Penalty: 3169.559326
	Iteration 10Q: 3 clusters Score -78684.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -78684.984375 Penalty: 3169.559326
	Iteration 11Q: 3 clusters Score -78684.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -78684.984375 Penalty: 3169.559326
	Iteration 12F: 3 clusters Score -78684.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -40719.484375 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -40719.48 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 184 members 
Entering Unmasked Estep 
Score: -39435.496094 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -39435.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -39712.027344 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -39712.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -39817.113281 Penalty: 2923.623779
	Iteration 2F: 3 clusters Score -39817.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -40071.742188 Penalty: 2923.623779
	Iteration 3F: 3 clusters Score -40071.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -40226.019531 Penalty: 2923.623779
	Iteration 4F: 3 clusters Score -40226.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -40304.035156 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -40304.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -40388.332031 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -40388.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -40422.078125 Penalty: 2923.623779
	Iteration 7Q: 3 clusters Score -40422.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -40428.832031 Penalty: 2923.623779
	Iteration 8Q: 3 clusters Score -40428.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -40428.832031 Penalty: 2923.623779
	Iteration 9F: 3 clusters Score -40428.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Entering Unmasked Estep 
Score: -11172.271484 Penalty: 1163.454346
	Iteration 0F: 2 clusters Score -11172.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -10323.176758 Penalty: 2326.908691
	Iteration 0F: 3 clusters Score -10323.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -10333.529297 Penalty: 2326.908691
	Iteration 1Q: 3 clusters Score -10333.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -10333.529297 Penalty: 2326.908691
	Iteration 2F: 3 clusters Score -10333.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103494 members 
Mstep: Class 2 contains 35093 members 
Mstep: Class 3 contains 32690 members 
Mstep: Class 4 contains 116239 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169937 members 
Mstep: Class 7 contains 32711 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68183 members 
Mstep: Class 10 contains 7978 members 
Mstep: Class 11 contains 3174 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160853 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24259 members 
Mstep: Class 18 contains 20873 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102229 members 
Mstep: Class 22 contains 8717 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15070 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688304.000000 Penalty: 95659.250000
Iteration 319Q: 29 clusters Score -1.326883e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103492 members 
Mstep: Class 2 contains 35094 members 
Mstep: Class 3 contains 32690 members 
Mstep: Class 4 contains 116240 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169942 members 
Mstep: Class 7 contains 32711 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68184 members 
Mstep: Class 10 contains 7978 members 
Mstep: Class 11 contains 3174 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160846 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24259 members 
Mstep: Class 18 contains 20873 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102230 members 
Mstep: Class 22 contains 8717 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15070 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688296.000000 Penalty: 95659.250000
Iteration 320F: 29 clusters Score -1.326883e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103489 members 
Mstep: Class 2 contains 35095 members 
Mstep: Class 3 contains 32688 members 
Mstep: Class 4 contains 116241 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169949 members 
Mstep: Class 7 contains 32711 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68185 members 
Mstep: Class 10 contains 7978 members 
Mstep: Class 11 contains 3174 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160840 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24259 members 
Mstep: Class 18 contains 20873 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102231 members 
Mstep: Class 22 contains 8717 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15070 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688344.000000 Penalty: 95659.250000
Iteration 321Q: 29 clusters Score -1.326883e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103487 members 
Mstep: Class 2 contains 35094 members 
Mstep: Class 3 contains 32689 members 
Mstep: Class 4 contains 116241 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169954 members 
Mstep: Class 7 contains 32711 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68185 members 
Mstep: Class 10 contains 7978 members 
Mstep: Class 11 contains 3174 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160837 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24258 members 
Mstep: Class 18 contains 20873 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102232 members 
Mstep: Class 22 contains 8717 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15070 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688336.000000 Penalty: 95659.250000
Iteration 322Q: 29 clusters Score -1.326883e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103484 members 
Mstep: Class 2 contains 35093 members 
Mstep: Class 3 contains 32690 members 
Mstep: Class 4 contains 116242 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169958 members 
Mstep: Class 7 contains 32711 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68185 members 
Mstep: Class 10 contains 7978 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160835 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24258 members 
Mstep: Class 18 contains 20872 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102232 members 
Mstep: Class 22 contains 8717 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15070 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688336.000000 Penalty: 95659.250000
Iteration 323Q: 29 clusters Score -1.326883e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103483 members 
Mstep: Class 2 contains 35094 members 
Mstep: Class 3 contains 32690 members 
Mstep: Class 4 contains 116242 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169956 members 
Mstep: Class 7 contains 32710 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68186 members 
Mstep: Class 10 contains 7978 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160837 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24257 members 
Mstep: Class 18 contains 20872 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102233 members 
Mstep: Class 22 contains 8717 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15070 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688320.000000 Penalty: 95659.250000
Iteration 324Q: 29 clusters Score -1.326883e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103482 members 
Mstep: Class 2 contains 35094 members 
Mstep: Class 3 contains 32690 members 
Mstep: Class 4 contains 116242 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169957 members 
Mstep: Class 7 contains 32710 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68186 members 
Mstep: Class 10 contains 7977 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160837 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24257 members 
Mstep: Class 18 contains 20871 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102234 members 
Mstep: Class 22 contains 8717 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15071 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688248.000000 Penalty: 95659.250000
Iteration 325Q: 29 clusters Score -1.326882e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103483 members 
Mstep: Class 2 contains 35094 members 
Mstep: Class 3 contains 32690 members 
Mstep: Class 4 contains 116243 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169952 members 
Mstep: Class 7 contains 32710 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68182 members 
Mstep: Class 10 contains 7977 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160844 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24257 members 
Mstep: Class 18 contains 20871 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102234 members 
Mstep: Class 22 contains 8717 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15071 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688232.000000 Penalty: 95659.250000
Iteration 326Q: 29 clusters Score -1.326882e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103484 members 
Mstep: Class 2 contains 35095 members 
Mstep: Class 3 contains 32691 members 
Mstep: Class 4 contains 116244 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169947 members 
Mstep: Class 7 contains 32710 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68181 members 
Mstep: Class 10 contains 7977 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160848 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24257 members 
Mstep: Class 18 contains 20871 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102233 members 
Mstep: Class 22 contains 8717 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15070 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688224.000000 Penalty: 95659.250000
Iteration 327Q: 29 clusters Score -1.326882e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103484 members 
Mstep: Class 2 contains 35094 members 
Mstep: Class 3 contains 32690 members 
Mstep: Class 4 contains 116244 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169948 members 
Mstep: Class 7 contains 32710 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68182 members 
Mstep: Class 10 contains 7977 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160849 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24257 members 
Mstep: Class 18 contains 20871 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102232 members 
Mstep: Class 22 contains 8717 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15070 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688272.000000 Penalty: 95659.250000
Iteration 328Q: 29 clusters Score -1.326883e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103482 members 
Mstep: Class 2 contains 35092 members 
Mstep: Class 3 contains 32690 members 
Mstep: Class 4 contains 116244 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169950 members 
Mstep: Class 7 contains 32710 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68182 members 
Mstep: Class 10 contains 7977 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160851 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24257 members 
Mstep: Class 18 contains 20871 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102232 members 
Mstep: Class 22 contains 8717 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15070 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688272.000000 Penalty: 95659.250000
Iteration 329Q: 29 clusters Score -1.326883e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103481 members 
Mstep: Class 2 contains 35092 members 
Mstep: Class 3 contains 32690 members 
Mstep: Class 4 contains 116244 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169948 members 
Mstep: Class 7 contains 32710 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68182 members 
Mstep: Class 10 contains 7977 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160854 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24257 members 
Mstep: Class 18 contains 20871 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102232 members 
Mstep: Class 22 contains 8717 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15070 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688256.000000 Penalty: 95659.250000
Iteration 330Q: 29 clusters Score -1.326883e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103481 members 
Mstep: Class 2 contains 35092 members 
Mstep: Class 3 contains 32690 members 
Mstep: Class 4 contains 116244 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169948 members 
Mstep: Class 7 contains 32710 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68182 members 
Mstep: Class 10 contains 7977 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160854 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24257 members 
Mstep: Class 18 contains 20871 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102232 members 
Mstep: Class 22 contains 8717 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15070 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688240.000000 Penalty: 95659.250000
Iteration 331Q: 29 clusters Score -1.326882e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103481 members 
Mstep: Class 2 contains 35092 members 
Mstep: Class 3 contains 32691 members 
Mstep: Class 4 contains 116244 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169949 members 
Mstep: Class 7 contains 32710 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68182 members 
Mstep: Class 10 contains 7977 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160852 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24257 members 
Mstep: Class 18 contains 20871 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102232 members 
Mstep: Class 22 contains 8717 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15070 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688264.000000 Penalty: 95659.250000
Iteration 332Q: 29 clusters Score -1.326883e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103481 members 
Mstep: Class 2 contains 35092 members 
Mstep: Class 3 contains 32691 members 
Mstep: Class 4 contains 116244 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169951 members 
Mstep: Class 7 contains 32709 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68182 members 
Mstep: Class 10 contains 7977 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160851 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24257 members 
Mstep: Class 18 contains 20871 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102232 members 
Mstep: Class 22 contains 8717 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15070 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688264.000000 Penalty: 95659.250000
Iteration 333Q: 29 clusters Score -1.326883e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103481 members 
Mstep: Class 2 contains 35092 members 
Mstep: Class 3 contains 32691 members 
Mstep: Class 4 contains 116244 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169955 members 
Mstep: Class 7 contains 32705 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68182 members 
Mstep: Class 10 contains 7977 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160851 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24257 members 
Mstep: Class 18 contains 20871 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102232 members 
Mstep: Class 22 contains 8717 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15070 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688296.000000 Penalty: 95659.250000
Iteration 334Q: 29 clusters Score -1.326883e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103481 members 
Mstep: Class 2 contains 35092 members 
Mstep: Class 3 contains 32691 members 
Mstep: Class 4 contains 116244 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169956 members 
Mstep: Class 7 contains 32705 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68182 members 
Mstep: Class 10 contains 7977 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160851 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24257 members 
Mstep: Class 18 contains 20870 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102232 members 
Mstep: Class 22 contains 8717 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15070 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688288.000000 Penalty: 95659.250000
Iteration 335Q: 29 clusters Score -1.326883e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103481 members 
Mstep: Class 2 contains 35092 members 
Mstep: Class 3 contains 32691 members 
Mstep: Class 4 contains 116245 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169953 members 
Mstep: Class 7 contains 32706 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68181 members 
Mstep: Class 10 contains 7977 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160854 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24257 members 
Mstep: Class 18 contains 20869 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102232 members 
Mstep: Class 22 contains 8717 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15070 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688288.000000 Penalty: 95659.250000
Iteration 336Q: 29 clusters Score -1.326883e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103481 members 
Mstep: Class 2 contains 35093 members 
Mstep: Class 3 contains 32691 members 
Mstep: Class 4 contains 116246 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169951 members 
Mstep: Class 7 contains 32705 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68181 members 
Mstep: Class 10 contains 7977 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160856 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24257 members 
Mstep: Class 18 contains 20868 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102232 members 
Mstep: Class 22 contains 8717 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15070 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688296.000000 Penalty: 95659.250000
Iteration 337Q: 29 clusters Score -1.326883e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103481 members 
Mstep: Class 2 contains 35094 members 
Mstep: Class 3 contains 32691 members 
Mstep: Class 4 contains 116247 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169948 members 
Mstep: Class 7 contains 32705 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68181 members 
Mstep: Class 10 contains 7977 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160857 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24257 members 
Mstep: Class 18 contains 20868 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102232 members 
Mstep: Class 22 contains 8717 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15070 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688272.000000 Penalty: 95659.250000
Iteration 338Q: 29 clusters Score -1.326883e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103482 members 
Mstep: Class 2 contains 35097 members 
Mstep: Class 3 contains 32691 members 
Mstep: Class 4 contains 116247 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169945 members 
Mstep: Class 7 contains 32705 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68182 members 
Mstep: Class 10 contains 7977 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160855 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24257 members 
Mstep: Class 18 contains 20868 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102232 members 
Mstep: Class 22 contains 8717 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15070 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688288.000000 Penalty: 95659.250000
Iteration 339Q: 29 clusters Score -1.326883e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103483 members 
Mstep: Class 2 contains 35097 members 
Mstep: Class 3 contains 32691 members 
Mstep: Class 4 contains 116247 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169945 members 
Mstep: Class 7 contains 32705 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68183 members 
Mstep: Class 10 contains 7977 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160852 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24257 members 
Mstep: Class 18 contains 20868 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102232 members 
Mstep: Class 22 contains 8718 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15070 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688328.000000 Penalty: 95659.250000
Iteration 340F: 29 clusters Score -1.326883e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103483 members 
Mstep: Class 2 contains 35097 members 
Mstep: Class 3 contains 32691 members 
Mstep: Class 4 contains 116247 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169943 members 
Mstep: Class 7 contains 32705 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68184 members 
Mstep: Class 10 contains 7977 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160852 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24257 members 
Mstep: Class 18 contains 20868 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102232 members 
Mstep: Class 22 contains 8718 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15071 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688312.000000 Penalty: 95659.250000
Iteration 341Q: 29 clusters Score -1.326883e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103482 members 
Mstep: Class 2 contains 35100 members 
Mstep: Class 3 contains 32691 members 
Mstep: Class 4 contains 116247 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169941 members 
Mstep: Class 7 contains 32705 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68184 members 
Mstep: Class 10 contains 7977 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160852 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24257 members 
Mstep: Class 18 contains 20868 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102232 members 
Mstep: Class 22 contains 8718 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15071 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688352.000000 Penalty: 95659.250000
Iteration 342Q: 29 clusters Score -1.326884e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103482 members 
Mstep: Class 2 contains 35101 members 
Mstep: Class 3 contains 32691 members 
Mstep: Class 4 contains 116247 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169942 members 
Mstep: Class 7 contains 32705 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68184 members 
Mstep: Class 10 contains 7977 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160850 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24257 members 
Mstep: Class 18 contains 20868 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102232 members 
Mstep: Class 22 contains 8718 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15071 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688336.000000 Penalty: 95659.250000
Iteration 343Q: 29 clusters Score -1.326883e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103480 members 
Mstep: Class 2 contains 35100 members 
Mstep: Class 3 contains 32691 members 
Mstep: Class 4 contains 116247 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169945 members 
Mstep: Class 7 contains 32705 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68184 members 
Mstep: Class 10 contains 7977 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160851 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24257 members 
Mstep: Class 18 contains 20868 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102232 members 
Mstep: Class 22 contains 8718 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15070 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688336.000000 Penalty: 95659.250000
Iteration 344Q: 29 clusters Score -1.326883e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103479 members 
Mstep: Class 2 contains 35100 members 
Mstep: Class 3 contains 32691 members 
Mstep: Class 4 contains 116247 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169947 members 
Mstep: Class 7 contains 32705 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68184 members 
Mstep: Class 10 contains 7977 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160851 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24257 members 
Mstep: Class 18 contains 20868 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102232 members 
Mstep: Class 22 contains 8718 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15069 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688320.000000 Penalty: 95659.250000
Iteration 345Q: 29 clusters Score -1.326883e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103479 members 
Mstep: Class 2 contains 35100 members 
Mstep: Class 3 contains 32691 members 
Mstep: Class 4 contains 116247 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169948 members 
Mstep: Class 7 contains 32705 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68184 members 
Mstep: Class 10 contains 7977 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160851 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24257 members 
Mstep: Class 18 contains 20868 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102232 members 
Mstep: Class 22 contains 8718 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15068 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688328.000000 Penalty: 95659.250000
Iteration 346Q: 29 clusters Score -1.326883e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103479 members 
Mstep: Class 2 contains 35100 members 
Mstep: Class 3 contains 32691 members 
Mstep: Class 4 contains 116247 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169948 members 
Mstep: Class 7 contains 32705 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68184 members 
Mstep: Class 10 contains 7977 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160851 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24257 members 
Mstep: Class 18 contains 20868 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102232 members 
Mstep: Class 22 contains 8718 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15068 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688336.000000 Penalty: 95659.250000
Iteration 347Q: 29 clusters Score -1.326883e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103479 members 
Mstep: Class 2 contains 35100 members 
Mstep: Class 3 contains 32691 members 
Mstep: Class 4 contains 116247 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169951 members 
Mstep: Class 7 contains 32705 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68184 members 
Mstep: Class 10 contains 7977 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160849 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24256 members 
Mstep: Class 18 contains 20868 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102232 members 
Mstep: Class 22 contains 8718 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15068 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688344.000000 Penalty: 95659.250000
Iteration 348Q: 29 clusters Score -1.326883e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103479 members 
Mstep: Class 2 contains 35100 members 
Mstep: Class 3 contains 32692 members 
Mstep: Class 4 contains 116247 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169951 members 
Mstep: Class 7 contains 32705 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68184 members 
Mstep: Class 10 contains 7977 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160850 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24254 members 
Mstep: Class 18 contains 20868 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102232 members 
Mstep: Class 22 contains 8718 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15068 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688320.000000 Penalty: 95659.250000
Iteration 349Q: 29 clusters Score -1.326883e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103478 members 
Mstep: Class 2 contains 35101 members 
Mstep: Class 3 contains 32692 members 
Mstep: Class 4 contains 116247 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169950 members 
Mstep: Class 7 contains 32705 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68184 members 
Mstep: Class 10 contains 7977 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160852 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24252 members 
Mstep: Class 18 contains 20868 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102233 members 
Mstep: Class 22 contains 8718 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15068 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688336.000000 Penalty: 95659.250000
Iteration 350Q: 29 clusters Score -1.326883e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103478 members 
Mstep: Class 2 contains 35103 members 
Mstep: Class 3 contains 32693 members 
Mstep: Class 4 contains 116247 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169948 members 
Mstep: Class 7 contains 32705 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68184 members 
Mstep: Class 10 contains 7977 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160852 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24252 members 
Mstep: Class 18 contains 20868 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102233 members 
Mstep: Class 22 contains 8718 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15067 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688296.000000 Penalty: 95659.250000
Iteration 351Q: 29 clusters Score -1.326883e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103479 members 
Mstep: Class 2 contains 35104 members 
Mstep: Class 3 contains 32694 members 
Mstep: Class 4 contains 116247 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169945 members 
Mstep: Class 7 contains 32705 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68185 members 
Mstep: Class 10 contains 7977 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160851 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24252 members 
Mstep: Class 18 contains 20868 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102233 members 
Mstep: Class 22 contains 8718 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15067 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688304.000000 Penalty: 95659.250000
Iteration 352Q: 29 clusters Score -1.326883e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103479 members 
Mstep: Class 2 contains 35105 members 
Mstep: Class 3 contains 32694 members 
Mstep: Class 4 contains 116247 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169942 members 
Mstep: Class 7 contains 32705 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68185 members 
Mstep: Class 10 contains 7977 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160854 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24252 members 
Mstep: Class 18 contains 20868 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102233 members 
Mstep: Class 22 contains 8718 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15066 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688336.000000 Penalty: 95659.250000
Iteration 353Q: 29 clusters Score -1.326883e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103481 members 
Mstep: Class 2 contains 35105 members 
Mstep: Class 3 contains 32695 members 
Mstep: Class 4 contains 116247 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169941 members 
Mstep: Class 7 contains 32705 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68184 members 
Mstep: Class 10 contains 7977 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160854 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24252 members 
Mstep: Class 18 contains 20868 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102233 members 
Mstep: Class 22 contains 8718 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15065 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688344.000000 Penalty: 95659.250000
Iteration 354Q: 29 clusters Score -1.326883e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103481 members 
Mstep: Class 2 contains 35105 members 
Mstep: Class 3 contains 32695 members 
Mstep: Class 4 contains 116247 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169938 members 
Mstep: Class 7 contains 32705 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68184 members 
Mstep: Class 10 contains 7978 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160856 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24251 members 
Mstep: Class 18 contains 20868 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102233 members 
Mstep: Class 22 contains 8718 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15066 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688336.000000 Penalty: 95659.250000
Iteration 355Q: 29 clusters Score -1.326883e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103480 members 
Mstep: Class 2 contains 35106 members 
Mstep: Class 3 contains 32695 members 
Mstep: Class 4 contains 116247 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169935 members 
Mstep: Class 7 contains 32705 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68184 members 
Mstep: Class 10 contains 7978 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160858 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24252 members 
Mstep: Class 18 contains 20868 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102233 members 
Mstep: Class 22 contains 8718 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15066 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688368.000000 Penalty: 95659.250000
Iteration 356Q: 29 clusters Score -1.326884e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103479 members 
Mstep: Class 2 contains 35107 members 
Mstep: Class 3 contains 32696 members 
Mstep: Class 4 contains 116248 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169935 members 
Mstep: Class 7 contains 32705 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68184 members 
Mstep: Class 10 contains 7978 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160858 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24250 members 
Mstep: Class 18 contains 20868 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102233 members 
Mstep: Class 22 contains 8718 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15066 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688320.000000 Penalty: 95659.250000
Iteration 357Q: 29 clusters Score -1.326883e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103476 members 
Mstep: Class 2 contains 35105 members 
Mstep: Class 3 contains 32697 members 
Mstep: Class 4 contains 116248 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169938 members 
Mstep: Class 7 contains 32706 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68184 members 
Mstep: Class 10 contains 7978 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160861 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24248 members 
Mstep: Class 18 contains 20867 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102233 members 
Mstep: Class 22 contains 8718 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15066 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688320.000000 Penalty: 95659.250000
Iteration 358Q: 29 clusters Score -1.326883e+08 nChanged 12
Entering ConstructFrom: 
Score: -132688320.000000 Penalty: 95659.250000
Entering ConstructFrom: 
Trying to split cluster 1 (103476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103476 members 
Entering Unmasked Estep 
Score: -14668671.000000 Penalty: 2863.679688
	Iteration 0F: 2 clusters Score -1.466867e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51659 members 
Mstep: Class 2 contains 51817 members 
Entering Unmasked Estep 
Score: -14600995.000000 Penalty: 5727.359375
	Iteration 0F: 3 clusters Score -1.4601e+07 nChanged 48746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51229 members 
Mstep: Class 2 contains 52247 members 
Entering Unmasked Estep 
Score: -14629000.000000 Penalty: 5727.359375
	Iteration 1F: 3 clusters Score -1.4629e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50862 members 
Mstep: Class 2 contains 52614 members 
Entering Unmasked Estep 
Score: -14629669.000000 Penalty: 5727.359375
	Iteration 2Q: 3 clusters Score -1.462967e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50234 members 
Mstep: Class 2 contains 53242 members 
Entering Unmasked Estep 
Score: -14630374.000000 Penalty: 5727.359375
	Iteration 3Q: 3 clusters Score -1.463037e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49310 members 
Mstep: Class 2 contains 54166 members 
Entering Unmasked Estep 
Score: -14631037.000000 Penalty: 5727.359375
	Iteration 4Q: 3 clusters Score -1.463104e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48029 members 
Mstep: Class 2 contains 55447 members 
Entering Unmasked Estep 
Score: -14631932.000000 Penalty: 5727.359375
	Iteration 5Q: 3 clusters Score -1.463193e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46171 members 
Mstep: Class 2 contains 57305 members 
Entering Unmasked Estep 
Score: -14633183.000000 Penalty: 5727.359375
	Iteration 6Q: 3 clusters Score -1.463318e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 59905 members 
Entering Unmasked Estep 
Score: -14635263.000000 Penalty: 5727.359375
	Iteration 7Q: 3 clusters Score -1.463526e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 63402 members 
Entering Unmasked Estep 
Score: -14638500.000000 Penalty: 5727.359375
	Iteration 8F: 3 clusters Score -1.46385e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 67624 members 
Entering Unmasked Estep 
Score: -14642739.000000 Penalty: 5727.359375
	Iteration 9F: 3 clusters Score -1.464274e+07 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 71976 members 
Entering Unmasked Estep 
Score: -14647798.000000 Penalty: 5727.359375
	Iteration 10F: 3 clusters Score -1.46478e+07 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 75755 members 
Entering Unmasked Estep 
Score: -14652136.000000 Penalty: 5727.359375
	Iteration 11F: 3 clusters Score -1.465214e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 78580 members 
Entering Unmasked Estep 
Score: -14654721.000000 Penalty: 5727.359375
	Iteration 12Q: 3 clusters Score -1.465472e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 80944 members 
Entering Unmasked Estep 
Score: -14656361.000000 Penalty: 5727.359375
	Iteration 13Q: 3 clusters Score -1.465636e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 83152 members 
Entering Unmasked Estep 
Score: -14657605.000000 Penalty: 5727.359375
	Iteration 14Q: 3 clusters Score -1.46576e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 85212 members 
Entering Unmasked Estep 
Score: -14658852.000000 Penalty: 5727.359375
	Iteration 15Q: 3 clusters Score -1.465885e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 87258 members 
Entering Unmasked Estep 
Score: -14660045.000000 Penalty: 5727.359375
	Iteration 16Q: 3 clusters Score -1.466004e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 89184 members 
Entering Unmasked Estep 
Score: -14661180.000000 Penalty: 5727.359375
	Iteration 17Q: 3 clusters Score -1.466118e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 90906 members 
Entering Unmasked Estep 
Score: -14662410.000000 Penalty: 5727.359375
	Iteration 18Q: 3 clusters Score -1.466241e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 92444 members 
Entering Unmasked Estep 
Score: -14663772.000000 Penalty: 5727.359375
	Iteration 19Q: 3 clusters Score -1.466377e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 93707 members 
Entering Unmasked Estep 
Score: -14665032.000000 Penalty: 5727.359375
	Iteration 20F: 3 clusters Score -1.466503e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 94520 members 
Entering Unmasked Estep 
Score: -14665881.000000 Penalty: 5727.359375
	Iteration 21Q: 3 clusters Score -1.466588e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 95025 members 
Entering Unmasked Estep 
Score: -14666398.000000 Penalty: 5727.359375
	Iteration 22Q: 3 clusters Score -1.46664e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 95316 members 
Entering Unmasked Estep 
Score: -14666680.000000 Penalty: 5727.359375
	Iteration 23Q: 3 clusters Score -1.466668e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 95516 members 
Entering Unmasked Estep 
Score: -14666888.000000 Penalty: 5727.359375
	Iteration 24Q: 3 clusters Score -1.466689e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 95652 members 
Entering Unmasked Estep 
Score: -14667011.000000 Penalty: 5727.359375
	Iteration 25Q: 3 clusters Score -1.466701e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 95706 members 
Entering Unmasked Estep 
Score: -14667131.000000 Penalty: 5727.359375
	Iteration 26Q: 3 clusters Score -1.466713e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 95762 members 
Entering Unmasked Estep 
Score: -14667175.000000 Penalty: 5727.359375
	Iteration 27Q: 3 clusters Score -1.466718e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 95794 members 
Entering Unmasked Estep 
Score: -14667200.000000 Penalty: 5727.359375
	Iteration 28Q: 3 clusters Score -1.46672e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 95785 members 
Entering Unmasked Estep 
Score: -14667231.000000 Penalty: 5727.359375
	Iteration 29Q: 3 clusters Score -1.466723e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 95767 members 
Entering Unmasked Estep 
Score: -14667293.000000 Penalty: 5727.359375
	Iteration 30Q: 3 clusters Score -1.466729e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 95731 members 
Entering Unmasked Estep 
Score: -14667309.000000 Penalty: 5727.359375
	Iteration 31Q: 3 clusters Score -1.466731e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 95697 members 
Entering Unmasked Estep 
Score: -14667333.000000 Penalty: 5727.359375
	Iteration 32Q: 3 clusters Score -1.466733e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 95663 members 
Entering Unmasked Estep 
Score: -14667363.000000 Penalty: 5727.359375
	Iteration 33Q: 3 clusters Score -1.466736e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 95625 members 
Entering Unmasked Estep 
Score: -14667371.000000 Penalty: 5727.359375
	Iteration 34Q: 3 clusters Score -1.466737e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 95587 members 
Entering Unmasked Estep 
Score: -14667359.000000 Penalty: 5727.359375
	Iteration 35Q: 3 clusters Score -1.466736e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 95562 members 
Entering Unmasked Estep 
Score: -14667400.000000 Penalty: 5727.359375
	Iteration 36Q: 3 clusters Score -1.46674e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 95543 members 
Entering Unmasked Estep 
Score: -14667390.000000 Penalty: 5727.359375
	Iteration 37Q: 3 clusters Score -1.466739e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 95518 members 
Entering Unmasked Estep 
Score: -14667407.000000 Penalty: 5727.359375
	Iteration 38Q: 3 clusters Score -1.466741e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 95487 members 
Entering Unmasked Estep 
Score: -14667395.000000 Penalty: 5727.359375
	Iteration 39Q: 3 clusters Score -1.46674e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 95464 members 
Entering Unmasked Estep 
Score: -14667433.000000 Penalty: 5727.359375
	Iteration 40F: 3 clusters Score -1.466743e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 95411 members 
Entering Unmasked Estep 
Score: -14667459.000000 Penalty: 5727.359375
	Iteration 41Q: 3 clusters Score -1.466746e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 95344 members 
Entering Unmasked Estep 
Score: -14667514.000000 Penalty: 5727.359375
	Iteration 42Q: 3 clusters Score -1.466751e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 95270 members 
Entering Unmasked Estep 
Score: -14667571.000000 Penalty: 5727.359375
	Iteration 43Q: 3 clusters Score -1.466757e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 95192 members 
Entering Unmasked Estep 
Score: -14667549.000000 Penalty: 5727.359375
	Iteration 44Q: 3 clusters Score -1.466755e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 95107 members 
Entering Unmasked Estep 
Score: -14667609.000000 Penalty: 5727.359375
	Iteration 45Q: 3 clusters Score -1.466761e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 95031 members 
Entering Unmasked Estep 
Score: -14667637.000000 Penalty: 5727.359375
	Iteration 46Q: 3 clusters Score -1.466764e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 94960 members 
Entering Unmasked Estep 
Score: -14667631.000000 Penalty: 5727.359375
	Iteration 47Q: 3 clusters Score -1.466763e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 94900 members 
Entering Unmasked Estep 
Score: -14667629.000000 Penalty: 5727.359375
	Iteration 48Q: 3 clusters Score -1.466763e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 94840 members 
Entering Unmasked Estep 
Score: -14667637.000000 Penalty: 5727.359375
	Iteration 49Q: 3 clusters Score -1.466764e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 94772 members 
Entering Unmasked Estep 
Score: -14667659.000000 Penalty: 5727.359375
	Iteration 50Q: 3 clusters Score -1.466766e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 94697 members 
Entering Unmasked Estep 
Score: -14667630.000000 Penalty: 5727.359375
	Iteration 51Q: 3 clusters Score -1.466763e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 94637 members 
Entering Unmasked Estep 
Score: -14667623.000000 Penalty: 5727.359375
	Iteration 52Q: 3 clusters Score -1.466762e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 94591 members 
Entering Unmasked Estep 
Score: -14667642.000000 Penalty: 5727.359375
	Iteration 53Q: 3 clusters Score -1.466764e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 94533 members 
Entering Unmasked Estep 
Score: -14667677.000000 Penalty: 5727.359375
	Iteration 54Q: 3 clusters Score -1.466768e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 94482 members 
Entering Unmasked Estep 
Score: -14667683.000000 Penalty: 5727.359375
	Iteration 55Q: 3 clusters Score -1.466768e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 94429 members 
Entering Unmasked Estep 
Score: -14667698.000000 Penalty: 5727.359375
	Iteration 56Q: 3 clusters Score -1.46677e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 94377 members 
Entering Unmasked Estep 
Score: -14667709.000000 Penalty: 5727.359375
	Iteration 57Q: 3 clusters Score -1.466771e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 94330 members 
Entering Unmasked Estep 
Score: -14667723.000000 Penalty: 5727.359375
	Iteration 58Q: 3 clusters Score -1.466772e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 94292 members 
Entering Unmasked Estep 
Score: -14667732.000000 Penalty: 5727.359375
	Iteration 59Q: 3 clusters Score -1.466773e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 94263 members 
Entering Unmasked Estep 
Score: -14667730.000000 Penalty: 5727.359375
	Iteration 60F: 3 clusters Score -1.466773e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 94239 members 
Entering Unmasked Estep 
Score: -14667740.000000 Penalty: 5727.359375
	Iteration 61Q: 3 clusters Score -1.466774e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 94223 members 
Entering Unmasked Estep 
Score: -14667754.000000 Penalty: 5727.359375
	Iteration 62Q: 3 clusters Score -1.466775e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 94197 members 
Entering Unmasked Estep 
Score: -14667747.000000 Penalty: 5727.359375
	Iteration 63Q: 3 clusters Score -1.466775e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 94175 members 
Entering Unmasked Estep 
Score: -14667750.000000 Penalty: 5727.359375
	Iteration 64Q: 3 clusters Score -1.466775e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 94150 members 
Entering Unmasked Estep 
Score: -14667760.000000 Penalty: 5727.359375
	Iteration 65Q: 3 clusters Score -1.466776e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 94125 members 
Entering Unmasked Estep 
Score: -14667764.000000 Penalty: 5727.359375
	Iteration 66Q: 3 clusters Score -1.466776e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 94096 members 
Entering Unmasked Estep 
Score: -14667775.000000 Penalty: 5727.359375
	Iteration 67Q: 3 clusters Score -1.466778e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 94074 members 
Entering Unmasked Estep 
Score: -14667784.000000 Penalty: 5727.359375
	Iteration 68Q: 3 clusters Score -1.466778e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 94053 members 
Entering Unmasked Estep 
Score: -14667782.000000 Penalty: 5727.359375
	Iteration 69Q: 3 clusters Score -1.466778e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 94033 members 
Entering Unmasked Estep 
Score: -14667797.000000 Penalty: 5727.359375
	Iteration 70Q: 3 clusters Score -1.46678e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 94010 members 
Entering Unmasked Estep 
Score: -14667812.000000 Penalty: 5727.359375
	Iteration 71Q: 3 clusters Score -1.466781e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 93984 members 
Entering Unmasked Estep 
Score: -14667813.000000 Penalty: 5727.359375
	Iteration 72Q: 3 clusters Score -1.466781e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 93957 members 
Entering Unmasked Estep 
Score: -14667808.000000 Penalty: 5727.359375
	Iteration 73Q: 3 clusters Score -1.466781e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 93937 members 
Entering Unmasked Estep 
Score: -14667808.000000 Penalty: 5727.359375
	Iteration 74Q: 3 clusters Score -1.466781e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 93915 members 
Entering Unmasked Estep 
Score: -14667814.000000 Penalty: 5727.359375
	Iteration 75Q: 3 clusters Score -1.466781e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 93896 members 
Entering Unmasked Estep 
Score: -14667825.000000 Penalty: 5727.359375
	Iteration 76Q: 3 clusters Score -1.466782e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 93882 members 
Entering Unmasked Estep 
Score: -14667829.000000 Penalty: 5727.359375
	Iteration 77Q: 3 clusters Score -1.466783e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 93870 members 
Entering Unmasked Estep 
Score: -14667816.000000 Penalty: 5727.359375
	Iteration 78Q: 3 clusters Score -1.466782e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 93865 members 
Entering Unmasked Estep 
Score: -14667815.000000 Penalty: 5727.359375
	Iteration 79Q: 3 clusters Score -1.466782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 93860 members 
Entering Unmasked Estep 
Score: -14667805.000000 Penalty: 5727.359375
	Iteration 80F: 3 clusters Score -1.46678e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 93858 members 
Entering Unmasked Estep 
Score: -14667813.000000 Penalty: 5727.359375
	Iteration 81Q: 3 clusters Score -1.466781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 93855 members 
Entering Unmasked Estep 
Score: -14667808.000000 Penalty: 5727.359375
	Iteration 82Q: 3 clusters Score -1.466781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 93852 members 
Entering Unmasked Estep 
Score: -14667831.000000 Penalty: 5727.359375
	Iteration 83Q: 3 clusters Score -1.466783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 93850 members 
Entering Unmasked Estep 
Score: -14667821.000000 Penalty: 5727.359375
	Iteration 84Q: 3 clusters Score -1.466782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 93845 members 
Entering Unmasked Estep 
Score: -14667829.000000 Penalty: 5727.359375
	Iteration 85Q: 3 clusters Score -1.466783e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 93837 members 
Entering Unmasked Estep 
Score: -14667826.000000 Penalty: 5727.359375
	Iteration 86Q: 3 clusters Score -1.466783e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 93829 members 
Entering Unmasked Estep 
Score: -14667831.000000 Penalty: 5727.359375
	Iteration 87Q: 3 clusters Score -1.466783e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 93818 members 
Entering Unmasked Estep 
Score: -14667851.000000 Penalty: 5727.359375
	Iteration 88Q: 3 clusters Score -1.466785e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 93805 members 
Entering Unmasked Estep 
Score: -14667855.000000 Penalty: 5727.359375
	Iteration 89Q: 3 clusters Score -1.466786e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 93793 members 
Entering Unmasked Estep 
Score: -14667851.000000 Penalty: 5727.359375
	Iteration 90Q: 3 clusters Score -1.466785e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 93778 members 
Entering Unmasked Estep 
Score: -14667854.000000 Penalty: 5727.359375
	Iteration 91Q: 3 clusters Score -1.466785e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 93768 members 
Entering Unmasked Estep 
Score: -14667852.000000 Penalty: 5727.359375
	Iteration 92Q: 3 clusters Score -1.466785e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 93754 members 
Entering Unmasked Estep 
Score: -14667867.000000 Penalty: 5727.359375
	Iteration 93Q: 3 clusters Score -1.466787e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 93736 members 
Entering Unmasked Estep 
Score: -14667855.000000 Penalty: 5727.359375
	Iteration 94Q: 3 clusters Score -1.466786e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 93721 members 
Entering Unmasked Estep 
Score: -14667850.000000 Penalty: 5727.359375
	Iteration 95Q: 3 clusters Score -1.466785e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 93712 members 
Entering Unmasked Estep 
Score: -14667848.000000 Penalty: 5727.359375
	Iteration 96Q: 3 clusters Score -1.466785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 93706 members 
Entering Unmasked Estep 
Score: -14667846.000000 Penalty: 5727.359375
	Iteration 97Q: 3 clusters Score -1.466785e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 93702 members 
Entering Unmasked Estep 
Score: -14667851.000000 Penalty: 5727.359375
	Iteration 98Q: 3 clusters Score -1.466785e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 93699 members 
Entering Unmasked Estep 
Score: -14667840.000000 Penalty: 5727.359375
	Iteration 99Q: 3 clusters Score -1.466784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 93695 members 
Entering Unmasked Estep 
Score: -14667838.000000 Penalty: 5727.359375
	Iteration 100F: 3 clusters Score -1.466784e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 93693 members 
Entering Unmasked Estep 
Score: -14667831.000000 Penalty: 5727.359375
	Iteration 101Q: 3 clusters Score -1.466783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 93691 members 
Entering Unmasked Estep 
Score: -14667827.000000 Penalty: 5727.359375
	Iteration 102Q: 3 clusters Score -1.466783e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 93685 members 
Entering Unmasked Estep 
Score: -14667831.000000 Penalty: 5727.359375
	Iteration 103Q: 3 clusters Score -1.466783e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 93676 members 
Entering Unmasked Estep 
Score: -14667820.000000 Penalty: 5727.359375
	Iteration 104Q: 3 clusters Score -1.466782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 93671 members 
Entering Unmasked Estep 
Score: -14667828.000000 Penalty: 5727.359375
	Iteration 105Q: 3 clusters Score -1.466783e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 93667 members 
Entering Unmasked Estep 
Score: -14667825.000000 Penalty: 5727.359375
	Iteration 106Q: 3 clusters Score -1.466782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 93664 members 
Entering Unmasked Estep 
Score: -14667829.000000 Penalty: 5727.359375
	Iteration 107Q: 3 clusters Score -1.466783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 93662 members 
Entering Unmasked Estep 
Score: -14667827.000000 Penalty: 5727.359375
	Iteration 108Q: 3 clusters Score -1.466783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 93662 members 
Entering Unmasked Estep 
Score: -14667833.000000 Penalty: 5727.359375
	Iteration 109Q: 3 clusters Score -1.466783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 93661 members 
Entering Unmasked Estep 
Score: -14667831.000000 Penalty: 5727.359375
	Iteration 110Q: 3 clusters Score -1.466783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 93660 members 
Entering Unmasked Estep 
Score: -14667838.000000 Penalty: 5727.359375
	Iteration 111Q: 3 clusters Score -1.466784e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 93660 members 
Entering Unmasked Estep 
Score: -14667838.000000 Penalty: 5727.359375
	Iteration 112F: 3 clusters Score -1.466784e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35105 members 
Entering Unmasked Estep 
Score: -4813850.500000 Penalty: 2595.592529
	Iteration 0F: 2 clusters Score -4813850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -4790153.500000 Penalty: 5191.185059
	Iteration 0F: 3 clusters Score -4790154 nChanged 15851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -4798531.500000 Penalty: 5191.185059
	Iteration 1F: 3 clusters Score -4798532 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -4798950.500000 Penalty: 5191.185059
	Iteration 2Q: 3 clusters Score -4798950 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -4799289.000000 Penalty: 5191.185059
	Iteration 3Q: 3 clusters Score -4799289 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -4799566.000000 Penalty: 5191.185059
	Iteration 4Q: 3 clusters Score -4799566 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -4799877.500000 Penalty: 5191.185059
	Iteration 5Q: 3 clusters Score -4799878 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -4800143.500000 Penalty: 5191.185059
	Iteration 6Q: 3 clusters Score -4800144 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -4800431.000000 Penalty: 5191.185059
	Iteration 7Q: 3 clusters Score -4800431 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -4800744.500000 Penalty: 5191.185059
	Iteration 8Q: 3 clusters Score -4800744 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -4801179.500000 Penalty: 5191.185059
	Iteration 9Q: 3 clusters Score -4801180 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -4801808.000000 Penalty: 5191.185059
	Iteration 10Q: 3 clusters Score -4801808 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -4802723.500000 Penalty: 5191.185059
	Iteration 11Q: 3 clusters Score -4802724 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -4804140.000000 Penalty: 5191.185059
	Iteration 12F: 3 clusters Score -4804140 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -4806135.000000 Penalty: 5191.185059
	Iteration 13F: 3 clusters Score -4806135 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -4808309.000000 Penalty: 5191.185059
	Iteration 14F: 3 clusters Score -4808309 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32298 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -4810141.500000 Penalty: 5191.185059
	Iteration 15F: 3 clusters Score -4810142 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -4811232.500000 Penalty: 5191.185059
	Iteration 16Q: 3 clusters Score -4811232 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4811762.000000 Penalty: 5191.185059
	Iteration 17Q: 3 clusters Score -4811762 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4811973.500000 Penalty: 5191.185059
	Iteration 18Q: 3 clusters Score -4811974 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4812055.500000 Penalty: 5191.185059
	Iteration 19Q: 3 clusters Score -4812056 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4812103.000000 Penalty: 5191.185059
	Iteration 20F: 3 clusters Score -4812103 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4812121.000000 Penalty: 5191.185059
	Iteration 21Q: 3 clusters Score -4812121 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4812145.500000 Penalty: 5191.185059
	Iteration 22Q: 3 clusters Score -4812146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4812157.500000 Penalty: 5191.185059
	Iteration 23Q: 3 clusters Score -4812158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34557 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4812163.000000 Penalty: 5191.185059
	Iteration 24Q: 3 clusters Score -4812163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34563 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4812174.000000 Penalty: 5191.185059
	Iteration 25Q: 3 clusters Score -4812174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4812180.000000 Penalty: 5191.185059
	Iteration 26Q: 3 clusters Score -4812180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4812182.500000 Penalty: 5191.185059
	Iteration 27Q: 3 clusters Score -4812182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34581 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4812185.000000 Penalty: 5191.185059
	Iteration 28Q: 3 clusters Score -4812185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4812189.500000 Penalty: 5191.185059
	Iteration 29Q: 3 clusters Score -4812190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -4812198.500000 Penalty: 5191.185059
	Iteration 30Q: 3 clusters Score -4812198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4812211.500000 Penalty: 5191.185059
	Iteration 31Q: 3 clusters Score -4812212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4812222.000000 Penalty: 5191.185059
	Iteration 32Q: 3 clusters Score -4812222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4812224.500000 Penalty: 5191.185059
	Iteration 33Q: 3 clusters Score -4812224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4812222.500000 Penalty: 5191.185059
	Iteration 34Q: 3 clusters Score -4812222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4812239.500000 Penalty: 5191.185059
	Iteration 35Q: 3 clusters Score -4812240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4812236.500000 Penalty: 5191.185059
	Iteration 36Q: 3 clusters Score -4812236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4812234.000000 Penalty: 5191.185059
	Iteration 37Q: 3 clusters Score -4812234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4812236.500000 Penalty: 5191.185059
	Iteration 38Q: 3 clusters Score -4812236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34604 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4812237.500000 Penalty: 5191.185059
	Iteration 39Q: 3 clusters Score -4812238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4812251.500000 Penalty: 5191.185059
	Iteration 40F: 3 clusters Score -4812252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34608 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4812254.000000 Penalty: 5191.185059
	Iteration 41Q: 3 clusters Score -4812254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -4812259.000000 Penalty: 5191.185059
	Iteration 42Q: 3 clusters Score -4812259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34613 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4812257.500000 Penalty: 5191.185059
	Iteration 43Q: 3 clusters Score -4812258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34614 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4812267.500000 Penalty: 5191.185059
	Iteration 44Q: 3 clusters Score -4812268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34617 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4812284.000000 Penalty: 5191.185059
	Iteration 45Q: 3 clusters Score -4812284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34619 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4812282.500000 Penalty: 5191.185059
	Iteration 46Q: 3 clusters Score -4812282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4812284.000000 Penalty: 5191.185059
	Iteration 47Q: 3 clusters Score -4812284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4812284.000000 Penalty: 5191.185059
	Iteration 48F: 3 clusters Score -4812284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (32696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Entering Unmasked Estep 
Score: -4641226.500000 Penalty: 2577.961914
	Iteration 0F: 2 clusters Score -4641226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -4618785.500000 Penalty: 5155.923828
	Iteration 0F: 3 clusters Score -4618786 nChanged 14871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -4626901.000000 Penalty: 5155.923828
	Iteration 1F: 3 clusters Score -4626901 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -4627395.500000 Penalty: 5155.923828
	Iteration 2Q: 3 clusters Score -4627396 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -4627880.000000 Penalty: 5155.923828
	Iteration 3Q: 3 clusters Score -4627880 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -4628515.000000 Penalty: 5155.923828
	Iteration 4Q: 3 clusters Score -4628515 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -4629332.000000 Penalty: 5155.923828
	Iteration 5F: 3 clusters Score -4629332 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -4630504.000000 Penalty: 5155.923828
	Iteration 6F: 3 clusters Score -4630504 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -4632187.000000 Penalty: 5155.923828
	Iteration 7F: 3 clusters Score -4632187 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -4634200.000000 Penalty: 5155.923828
	Iteration 8F: 3 clusters Score -4634200 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -4636065.000000 Penalty: 5155.923828
	Iteration 9F: 3 clusters Score -4636065 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -4637371.000000 Penalty: 5155.923828
	Iteration 10Q: 3 clusters Score -4637371 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -4638133.000000 Penalty: 5155.923828
	Iteration 11Q: 3 clusters Score -4638133 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -4638560.000000 Penalty: 5155.923828
	Iteration 12Q: 3 clusters Score -4638560 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -4638772.000000 Penalty: 5155.923828
	Iteration 13Q: 3 clusters Score -4638772 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -4638895.000000 Penalty: 5155.923828
	Iteration 14Q: 3 clusters Score -4638895 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 31224 members 
Entering Unmasked Estep 
Score: -4638991.500000 Penalty: 5155.923828
	Iteration 15Q: 3 clusters Score -4638992 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -4639038.500000 Penalty: 5155.923828
	Iteration 16Q: 3 clusters Score -4639038 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -4639059.500000 Penalty: 5155.923828
	Iteration 17Q: 3 clusters Score -4639060 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -4639090.000000 Penalty: 5155.923828
	Iteration 18Q: 3 clusters Score -4639090 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -4639106.500000 Penalty: 5155.923828
	Iteration 19Q: 3 clusters Score -4639106 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -4639131.500000 Penalty: 5155.923828
	Iteration 20F: 3 clusters Score -4639132 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -4639159.000000 Penalty: 5155.923828
	Iteration 21Q: 3 clusters Score -4639159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -4639159.000000 Penalty: 5155.923828
	Iteration 22Q: 3 clusters Score -4639159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -4639168.000000 Penalty: 5155.923828
	Iteration 23Q: 3 clusters Score -4639168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -4639165.500000 Penalty: 5155.923828
	Iteration 24Q: 3 clusters Score -4639166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -4639160.000000 Penalty: 5155.923828
	Iteration 25Q: 3 clusters Score -4639160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -4639165.000000 Penalty: 5155.923828
	Iteration 26Q: 3 clusters Score -4639165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -4639169.000000 Penalty: 5155.923828
	Iteration 27Q: 3 clusters Score -4639169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -4639170.000000 Penalty: 5155.923828
	Iteration 28Q: 3 clusters Score -4639170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -4639173.000000 Penalty: 5155.923828
	Iteration 29Q: 3 clusters Score -4639173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -4639174.000000 Penalty: 5155.923828
	Iteration 30Q: 3 clusters Score -4639174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -4639174.500000 Penalty: 5155.923828
	Iteration 31Q: 3 clusters Score -4639174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -4639178.000000 Penalty: 5155.923828
	Iteration 32Q: 3 clusters Score -4639178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -4639181.500000 Penalty: 5155.923828
	Iteration 33Q: 3 clusters Score -4639182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -4639176.000000 Penalty: 5155.923828
	Iteration 34Q: 3 clusters Score -4639176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -4639175.500000 Penalty: 5155.923828
	Iteration 35Q: 3 clusters Score -4639176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -4639180.500000 Penalty: 5155.923828
	Iteration 36Q: 3 clusters Score -4639180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -4639179.500000 Penalty: 5155.923828
	Iteration 37Q: 3 clusters Score -4639180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -4639186.500000 Penalty: 5155.923828
	Iteration 38Q: 3 clusters Score -4639186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -4639182.500000 Penalty: 5155.923828
	Iteration 39Q: 3 clusters Score -4639182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 31630 members 
Entering Unmasked Estep 
Score: -4639190.000000 Penalty: 5155.923828
	Iteration 40F: 3 clusters Score -4639190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -4639187.000000 Penalty: 5155.923828
	Iteration 41Q: 3 clusters Score -4639187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 31640 members 
Entering Unmasked Estep 
Score: -4639189.500000 Penalty: 5155.923828
	Iteration 42Q: 3 clusters Score -4639190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -4639192.000000 Penalty: 5155.923828
	Iteration 43Q: 3 clusters Score -4639192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -4639196.000000 Penalty: 5155.923828
	Iteration 44Q: 3 clusters Score -4639196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -4639198.500000 Penalty: 5155.923828
	Iteration 45Q: 3 clusters Score -4639198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 31649 members 
Entering Unmasked Estep 
Score: -4639200.500000 Penalty: 5155.923828
	Iteration 46Q: 3 clusters Score -4639200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 31649 members 
Entering Unmasked Estep 
Score: -4639200.500000 Penalty: 5155.923828
	Iteration 47F: 3 clusters Score -4639200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (116249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116249 members 
Entering Unmasked Estep 
Score: -16464295.000000 Penalty: 2892.545410
	Iteration 0F: 2 clusters Score -1.64643e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57891 members 
Mstep: Class 2 contains 58358 members 
Entering Unmasked Estep 
Score: -16388728.000000 Penalty: 5785.090820
	Iteration 0F: 3 clusters Score -1.638873e+07 nChanged 55318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56049 members 
Mstep: Class 2 contains 60200 members 
Entering Unmasked Estep 
Score: -16420463.000000 Penalty: 5785.090820
	Iteration 1F: 3 clusters Score -1.642046e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54773 members 
Mstep: Class 2 contains 61476 members 
Entering Unmasked Estep 
Score: -16421115.000000 Penalty: 5785.090820
	Iteration 2Q: 3 clusters Score -1.642112e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52781 members 
Mstep: Class 2 contains 63468 members 
Entering Unmasked Estep 
Score: -16422206.000000 Penalty: 5785.090820
	Iteration 3Q: 3 clusters Score -1.642221e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49747 members 
Mstep: Class 2 contains 66502 members 
Entering Unmasked Estep 
Score: -16423496.000000 Penalty: 5785.090820
	Iteration 4Q: 3 clusters Score -1.64235e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45262 members 
Mstep: Class 2 contains 70987 members 
Entering Unmasked Estep 
Score: -16425606.000000 Penalty: 5785.090820
	Iteration 5Q: 3 clusters Score -1.642561e+07 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 77371 members 
Entering Unmasked Estep 
Score: -16429603.000000 Penalty: 5785.090820
	Iteration 6F: 3 clusters Score -1.64296e+07 nChanged 8544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 85851 members 
Entering Unmasked Estep 
Score: -16435809.000000 Penalty: 5785.090820
	Iteration 7F: 3 clusters Score -1.643581e+07 nChanged 9684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 95487 members 
Entering Unmasked Estep 
Score: -16443719.000000 Penalty: 5785.090820
	Iteration 8F: 3 clusters Score -1.644372e+07 nChanged 8900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 104383 members 
Entering Unmasked Estep 
Score: -16451408.000000 Penalty: 5785.090820
	Iteration 9F: 3 clusters Score -1.645141e+07 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 110550 members 
Entering Unmasked Estep 
Score: -16456747.000000 Penalty: 5785.090820
	Iteration 10F: 3 clusters Score -1.645675e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 113809 members 
Entering Unmasked Estep 
Score: -16459538.000000 Penalty: 5785.090820
	Iteration 11Q: 3 clusters Score -1.645954e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 115201 members 
Entering Unmasked Estep 
Score: -16460846.000000 Penalty: 5785.090820
	Iteration 12Q: 3 clusters Score -1.646085e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 115690 members 
Entering Unmasked Estep 
Score: -16461291.000000 Penalty: 5785.090820
	Iteration 13Q: 3 clusters Score -1.646129e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 115854 members 
Entering Unmasked Estep 
Score: -16461485.000000 Penalty: 5785.090820
	Iteration 14Q: 3 clusters Score -1.646148e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 115906 members 
Entering Unmasked Estep 
Score: -16461590.000000 Penalty: 5785.090820
	Iteration 15Q: 3 clusters Score -1.646159e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 115928 members 
Entering Unmasked Estep 
Score: -16461604.000000 Penalty: 5785.090820
	Iteration 16Q: 3 clusters Score -1.64616e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 115933 members 
Entering Unmasked Estep 
Score: -16461629.000000 Penalty: 5785.090820
	Iteration 17Q: 3 clusters Score -1.646163e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 115938 members 
Entering Unmasked Estep 
Score: -16461635.000000 Penalty: 5785.090820
	Iteration 18Q: 3 clusters Score -1.646164e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 115940 members 
Entering Unmasked Estep 
Score: -16461650.000000 Penalty: 5785.090820
	Iteration 19Q: 3 clusters Score -1.646165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 115941 members 
Entering Unmasked Estep 
Score: -16461650.000000 Penalty: 5785.090820
	Iteration 20F: 3 clusters Score -1.646165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 115943 members 
Entering Unmasked Estep 
Score: -16461663.000000 Penalty: 5785.090820
	Iteration 21Q: 3 clusters Score -1.646166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 115942 members 
Entering Unmasked Estep 
Score: -16461658.000000 Penalty: 5785.090820
	Iteration 22Q: 3 clusters Score -1.646166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 115943 members 
Entering Unmasked Estep 
Score: -16461663.000000 Penalty: 5785.090820
	Iteration 23Q: 3 clusters Score -1.646166e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 115943 members 
Entering Unmasked Estep 
Score: -16461663.000000 Penalty: 5785.090820
	Iteration 24F: 3 clusters Score -1.646166e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46563 members 
Entering Unmasked Estep 
Score: -6591410.000000 Penalty: 2665.643311
	Iteration 0F: 2 clusters Score -6591410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -6560041.500000 Penalty: 5331.286621
	Iteration 0F: 3 clusters Score -6560042 nChanged 21386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -6571945.000000 Penalty: 5331.286621
	Iteration 1F: 3 clusters Score -6571945 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -6572419.500000 Penalty: 5331.286621
	Iteration 2Q: 3 clusters Score -6572420 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -6572790.000000 Penalty: 5331.286621
	Iteration 3Q: 3 clusters Score -6572790 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -6573261.500000 Penalty: 5331.286621
	Iteration 4Q: 3 clusters Score -6573262 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -6573696.500000 Penalty: 5331.286621
	Iteration 5Q: 3 clusters Score -6573696 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -6574152.000000 Penalty: 5331.286621
	Iteration 6Q: 3 clusters Score -6574152 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
Score: -6574758.500000 Penalty: 5331.286621
	Iteration 7Q: 3 clusters Score -6574758 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -6575771.000000 Penalty: 5331.286621
	Iteration 8Q: 3 clusters Score -6575771 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -6577284.000000 Penalty: 5331.286621
	Iteration 9F: 3 clusters Score -6577284 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 35105 members 
Entering Unmasked Estep 
Score: -6579451.500000 Penalty: 5331.286621
	Iteration 10F: 3 clusters Score -6579452 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 38415 members 
Entering Unmasked Estep 
Score: -6582248.000000 Penalty: 5331.286621
	Iteration 11F: 3 clusters Score -6582248 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -6585076.500000 Penalty: 5331.286621
	Iteration 12F: 3 clusters Score -6585076 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 43683 members 
Entering Unmasked Estep 
Score: -6587041.500000 Penalty: 5331.286621
	Iteration 13Q: 3 clusters Score -6587042 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 44887 members 
Entering Unmasked Estep 
Score: -6588147.000000 Penalty: 5331.286621
	Iteration 14Q: 3 clusters Score -6588147 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 45434 members 
Entering Unmasked Estep 
Score: -6588691.000000 Penalty: 5331.286621
	Iteration 15Q: 3 clusters Score -6588691 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 45635 members 
Entering Unmasked Estep 
Score: -6588932.500000 Penalty: 5331.286621
	Iteration 16Q: 3 clusters Score -6588932 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 45738 members 
Entering Unmasked Estep 
Score: -6589069.000000 Penalty: 5331.286621
	Iteration 17Q: 3 clusters Score -6589069 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -6589130.500000 Penalty: 5331.286621
	Iteration 18Q: 3 clusters Score -6589130 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 45839 members 
Entering Unmasked Estep 
Score: -6589169.000000 Penalty: 5331.286621
	Iteration 19Q: 3 clusters Score -6589169 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 45874 members 
Entering Unmasked Estep 
Score: -6589213.000000 Penalty: 5331.286621
	Iteration 20F: 3 clusters Score -6589213 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 45893 members 
Entering Unmasked Estep 
Score: -6589227.500000 Penalty: 5331.286621
	Iteration 21Q: 3 clusters Score -6589228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 45904 members 
Entering Unmasked Estep 
Score: -6589233.000000 Penalty: 5331.286621
	Iteration 22Q: 3 clusters Score -6589233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 45913 members 
Entering Unmasked Estep 
Score: -6589246.500000 Penalty: 5331.286621
	Iteration 23Q: 3 clusters Score -6589246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 45920 members 
Entering Unmasked Estep 
Score: -6589257.500000 Penalty: 5331.286621
	Iteration 24Q: 3 clusters Score -6589258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 45928 members 
Entering Unmasked Estep 
Score: -6589257.000000 Penalty: 5331.286621
	Iteration 25Q: 3 clusters Score -6589257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 45938 members 
Entering Unmasked Estep 
Score: -6589271.000000 Penalty: 5331.286621
	Iteration 26Q: 3 clusters Score -6589271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 45944 members 
Entering Unmasked Estep 
Score: -6589281.000000 Penalty: 5331.286621
	Iteration 27Q: 3 clusters Score -6589281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 45949 members 
Entering Unmasked Estep 
Score: -6589276.000000 Penalty: 5331.286621
	Iteration 28Q: 3 clusters Score -6589276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 45958 members 
Entering Unmasked Estep 
Score: -6589291.500000 Penalty: 5331.286621
	Iteration 29Q: 3 clusters Score -6589292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 45963 members 
Entering Unmasked Estep 
Score: -6589294.000000 Penalty: 5331.286621
	Iteration 30Q: 3 clusters Score -6589294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 45966 members 
Entering Unmasked Estep 
Score: -6589304.000000 Penalty: 5331.286621
	Iteration 31Q: 3 clusters Score -6589304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 45970 members 
Entering Unmasked Estep 
Score: -6589308.000000 Penalty: 5331.286621
	Iteration 32Q: 3 clusters Score -6589308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 45971 members 
Entering Unmasked Estep 
Score: -6589304.500000 Penalty: 5331.286621
	Iteration 33Q: 3 clusters Score -6589304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 45975 members 
Entering Unmasked Estep 
Score: -6589311.000000 Penalty: 5331.286621
	Iteration 34Q: 3 clusters Score -6589311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 45978 members 
Entering Unmasked Estep 
Score: -6589307.000000 Penalty: 5331.286621
	Iteration 35Q: 3 clusters Score -6589307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 45976 members 
Entering Unmasked Estep 
Score: -6589313.500000 Penalty: 5331.286621
	Iteration 36Q: 3 clusters Score -6589314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 45977 members 
Entering Unmasked Estep 
Score: -6589315.000000 Penalty: 5331.286621
	Iteration 37Q: 3 clusters Score -6589315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 45979 members 
Entering Unmasked Estep 
Score: -6589318.000000 Penalty: 5331.286621
	Iteration 38Q: 3 clusters Score -6589318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 45979 members 
Entering Unmasked Estep 
Score: -6589320.000000 Penalty: 5331.286621
	Iteration 39Q: 3 clusters Score -6589320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 45980 members 
Entering Unmasked Estep 
Score: -6589322.000000 Penalty: 5331.286621
	Iteration 40F: 3 clusters Score -6589322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (169939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169939 members 
Entering Unmasked Estep 
Score: -23712220.000000 Penalty: 2986.712402
	Iteration 0F: 2 clusters Score -2.371222e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85042 members 
Mstep: Class 2 contains 84897 members 
Entering Unmasked Estep 
Score: -23604160.000000 Penalty: 5973.424805
	Iteration 0F: 3 clusters Score -2.360416e+07 nChanged 81381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86039 members 
Mstep: Class 2 contains 83900 members 
Entering Unmasked Estep 
Score: -23651836.000000 Penalty: 5973.424805
	Iteration 1F: 3 clusters Score -2.365184e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87039 members 
Mstep: Class 2 contains 82900 members 
Entering Unmasked Estep 
Score: -23652730.000000 Penalty: 5973.424805
	Iteration 2Q: 3 clusters Score -2.365273e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88622 members 
Mstep: Class 2 contains 81317 members 
Entering Unmasked Estep 
Score: -23654168.000000 Penalty: 5973.424805
	Iteration 3Q: 3 clusters Score -2.365417e+07 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91004 members 
Mstep: Class 2 contains 78935 members 
Entering Unmasked Estep 
Score: -23655898.000000 Penalty: 5973.424805
	Iteration 4Q: 3 clusters Score -2.36559e+07 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94547 members 
Mstep: Class 2 contains 75392 members 
Entering Unmasked Estep 
Score: -23658280.000000 Penalty: 5973.424805
	Iteration 5Q: 3 clusters Score -2.365828e+07 nChanged 7781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99362 members 
Mstep: Class 2 contains 70577 members 
Entering Unmasked Estep 
Score: -23661986.000000 Penalty: 5973.424805
	Iteration 6Q: 3 clusters Score -2.366199e+07 nChanged 9283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105511 members 
Mstep: Class 2 contains 64428 members 
Entering Unmasked Estep 
Score: -23667812.000000 Penalty: 5973.424805
	Iteration 7F: 3 clusters Score -2.366781e+07 nChanged 10556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112513 members 
Mstep: Class 2 contains 57426 members 
Entering Unmasked Estep 
Score: -23675940.000000 Penalty: 5973.424805
	Iteration 8F: 3 clusters Score -2.367594e+07 nChanged 10601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119038 members 
Mstep: Class 2 contains 50901 members 
Entering Unmasked Estep 
Score: -23684568.000000 Penalty: 5973.424805
	Iteration 9F: 3 clusters Score -2.368457e+07 nChanged 9281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124139 members 
Mstep: Class 2 contains 45800 members 
Entering Unmasked Estep 
Score: -23690532.000000 Penalty: 5973.424805
	Iteration 10F: 3 clusters Score -2.369053e+07 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128008 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -23693834.000000 Penalty: 5973.424805
	Iteration 11Q: 3 clusters Score -2.369383e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131330 members 
Mstep: Class 2 contains 38609 members 
Entering Unmasked Estep 
Score: -23695570.000000 Penalty: 5973.424805
	Iteration 12Q: 3 clusters Score -2.369557e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134529 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -23696992.000000 Penalty: 5973.424805
	Iteration 13Q: 3 clusters Score -2.369699e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137691 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -23698544.000000 Penalty: 5973.424805
	Iteration 14Q: 3 clusters Score -2.369854e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140870 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -23700090.000000 Penalty: 5973.424805
	Iteration 15Q: 3 clusters Score -2.370009e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144048 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -23701424.000000 Penalty: 5973.424805
	Iteration 16Q: 3 clusters Score -2.370142e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147163 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -23702982.000000 Penalty: 5973.424805
	Iteration 17Q: 3 clusters Score -2.370298e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150263 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -23704536.000000 Penalty: 5973.424805
	Iteration 18Q: 3 clusters Score -2.370454e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153212 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -23706086.000000 Penalty: 5973.424805
	Iteration 19Q: 3 clusters Score -2.370609e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155912 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -23707578.000000 Penalty: 5973.424805
	Iteration 20F: 3 clusters Score -2.370758e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158342 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -23708774.000000 Penalty: 5973.424805
	Iteration 21Q: 3 clusters Score -2.370877e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160431 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -23709458.000000 Penalty: 5973.424805
	Iteration 22Q: 3 clusters Score -2.370946e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162241 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -23709858.000000 Penalty: 5973.424805
	Iteration 23Q: 3 clusters Score -2.370986e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163747 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -23710036.000000 Penalty: 5973.424805
	Iteration 24Q: 3 clusters Score -2.371004e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164982 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -23710200.000000 Penalty: 5973.424805
	Iteration 25Q: 3 clusters Score -2.37102e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165849 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -23710326.000000 Penalty: 5973.424805
	Iteration 26Q: 3 clusters Score -2.371033e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166490 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -23710516.000000 Penalty: 5973.424805
	Iteration 27Q: 3 clusters Score -2.371052e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166946 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -23710464.000000 Penalty: 5973.424805
	Iteration 28Q: 3 clusters Score -2.371046e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167280 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -23710368.000000 Penalty: 5973.424805
	Iteration 29Q: 3 clusters Score -2.371037e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167527 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -23710326.000000 Penalty: 5973.424805
	Iteration 30Q: 3 clusters Score -2.371033e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167717 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -23710334.000000 Penalty: 5973.424805
	Iteration 31Q: 3 clusters Score -2.371033e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167886 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -23710344.000000 Penalty: 5973.424805
	Iteration 32Q: 3 clusters Score -2.371034e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168012 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -23710318.000000 Penalty: 5973.424805
	Iteration 33Q: 3 clusters Score -2.371032e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168126 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -23710328.000000 Penalty: 5973.424805
	Iteration 34Q: 3 clusters Score -2.371033e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168228 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -23710350.000000 Penalty: 5973.424805
	Iteration 35Q: 3 clusters Score -2.371035e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168305 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -23710370.000000 Penalty: 5973.424805
	Iteration 36Q: 3 clusters Score -2.371037e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168367 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -23710360.000000 Penalty: 5973.424805
	Iteration 37Q: 3 clusters Score -2.371036e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168420 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -23710326.000000 Penalty: 5973.424805
	Iteration 38Q: 3 clusters Score -2.371033e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168449 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -23710322.000000 Penalty: 5973.424805
	Iteration 39Q: 3 clusters Score -2.371032e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168491 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -23710300.000000 Penalty: 5973.424805
	Iteration 40F: 3 clusters Score -2.37103e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168527 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -23710298.000000 Penalty: 5973.424805
	Iteration 41Q: 3 clusters Score -2.37103e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168558 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -23710306.000000 Penalty: 5973.424805
	Iteration 42Q: 3 clusters Score -2.371031e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168583 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -23710314.000000 Penalty: 5973.424805
	Iteration 43Q: 3 clusters Score -2.371031e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168600 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -23710276.000000 Penalty: 5973.424805
	Iteration 44Q: 3 clusters Score -2.371028e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168618 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -23710266.000000 Penalty: 5973.424805
	Iteration 45Q: 3 clusters Score -2.371027e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168634 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -23710278.000000 Penalty: 5973.424805
	Iteration 46Q: 3 clusters Score -2.371028e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168649 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -23710292.000000 Penalty: 5973.424805
	Iteration 47Q: 3 clusters Score -2.371029e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168659 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -23710300.000000 Penalty: 5973.424805
	Iteration 48Q: 3 clusters Score -2.37103e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168666 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -23710308.000000 Penalty: 5973.424805
	Iteration 49Q: 3 clusters Score -2.371031e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168673 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -23710282.000000 Penalty: 5973.424805
	Iteration 50Q: 3 clusters Score -2.371028e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168681 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -23710296.000000 Penalty: 5973.424805
	Iteration 51Q: 3 clusters Score -2.37103e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168684 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -23710288.000000 Penalty: 5973.424805
	Iteration 52Q: 3 clusters Score -2.371029e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168683 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -23710296.000000 Penalty: 5973.424805
	Iteration 53Q: 3 clusters Score -2.37103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168685 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -23710294.000000 Penalty: 5973.424805
	Iteration 54Q: 3 clusters Score -2.371029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168686 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -23710294.000000 Penalty: 5973.424805
	Iteration 55Q: 3 clusters Score -2.371029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168689 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -23710308.000000 Penalty: 5973.424805
	Iteration 56Q: 3 clusters Score -2.371031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168695 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -23710302.000000 Penalty: 5973.424805
	Iteration 57Q: 3 clusters Score -2.37103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168699 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -23710296.000000 Penalty: 5973.424805
	Iteration 58Q: 3 clusters Score -2.37103e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168704 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -23710294.000000 Penalty: 5973.424805
	Iteration 59Q: 3 clusters Score -2.371029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168709 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -23710298.000000 Penalty: 5973.424805
	Iteration 60F: 3 clusters Score -2.37103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168712 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -23710298.000000 Penalty: 5973.424805
	Iteration 61Q: 3 clusters Score -2.37103e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168712 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -23710298.000000 Penalty: 5973.424805
	Iteration 62F: 3 clusters Score -2.37103e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Entering Unmasked Estep 
Score: -4632076.000000 Penalty: 2578.037842
	Iteration 0F: 2 clusters Score -4632076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -4609684.000000 Penalty: 5156.075684
	Iteration 0F: 3 clusters Score -4609684 nChanged 14838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -4617586.500000 Penalty: 5156.075684
	Iteration 1F: 3 clusters Score -4617586 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -4618092.500000 Penalty: 5156.075684
	Iteration 2Q: 3 clusters Score -4618092 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -4618619.000000 Penalty: 5156.075684
	Iteration 3Q: 3 clusters Score -4618619 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -4619270.500000 Penalty: 5156.075684
	Iteration 4Q: 3 clusters Score -4619270 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -4620170.500000 Penalty: 5156.075684
	Iteration 5Q: 3 clusters Score -4620170 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -4621422.500000 Penalty: 5156.075684
	Iteration 6F: 3 clusters Score -4621422 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -4622982.500000 Penalty: 5156.075684
	Iteration 7F: 3 clusters Score -4622982 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -4624770.500000 Penalty: 5156.075684
	Iteration 8F: 3 clusters Score -4624770 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -4626648.000000 Penalty: 5156.075684
	Iteration 9F: 3 clusters Score -4626648 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -4628286.500000 Penalty: 5156.075684
	Iteration 10F: 3 clusters Score -4628286 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -4629466.000000 Penalty: 5156.075684
	Iteration 11Q: 3 clusters Score -4629466 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -4630259.000000 Penalty: 5156.075684
	Iteration 12Q: 3 clusters Score -4630259 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -4630705.500000 Penalty: 5156.075684
	Iteration 13Q: 3 clusters Score -4630706 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
Score: -4631029.000000 Penalty: 5156.075684
	Iteration 14Q: 3 clusters Score -4631029 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 30996 members 
Entering Unmasked Estep 
Score: -4631254.500000 Penalty: 5156.075684
	Iteration 15Q: 3 clusters Score -4631254 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -4631392.500000 Penalty: 5156.075684
	Iteration 16Q: 3 clusters Score -4631392 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -4631485.000000 Penalty: 5156.075684
	Iteration 17Q: 3 clusters Score -4631485 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -4631503.500000 Penalty: 5156.075684
	Iteration 18Q: 3 clusters Score -4631504 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -4631538.500000 Penalty: 5156.075684
	Iteration 19Q: 3 clusters Score -4631538 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -4631566.000000 Penalty: 5156.075684
	Iteration 20F: 3 clusters Score -4631566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -4631564.000000 Penalty: 5156.075684
	Iteration 21Q: 3 clusters Score -4631564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -4631573.000000 Penalty: 5156.075684
	Iteration 22Q: 3 clusters Score -4631573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 31677 members 
Entering Unmasked Estep 
Score: -4631577.000000 Penalty: 5156.075684
	Iteration 23Q: 3 clusters Score -4631577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -4631581.500000 Penalty: 5156.075684
	Iteration 24Q: 3 clusters Score -4631582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -4631578.000000 Penalty: 5156.075684
	Iteration 25Q: 3 clusters Score -4631578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -4631584.000000 Penalty: 5156.075684
	Iteration 26Q: 3 clusters Score -4631584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 31697 members 
Entering Unmasked Estep 
Score: -4631586.500000 Penalty: 5156.075684
	Iteration 27Q: 3 clusters Score -4631586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -4631585.500000 Penalty: 5156.075684
	Iteration 28Q: 3 clusters Score -4631586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 31701 members 
Entering Unmasked Estep 
Score: -4631587.500000 Penalty: 5156.075684
	Iteration 29Q: 3 clusters Score -4631588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 31701 members 
Entering Unmasked Estep 
Score: -4631587.500000 Penalty: 5156.075684
	Iteration 30F: 3 clusters Score -4631588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -58276.320312 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -58276.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -56773.746094 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -56773.75 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -57092.429688 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -57092.43 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -57314.746094 Penalty: 3092.267822
	Iteration 2F: 3 clusters Score -57314.75 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -57591.894531 Penalty: 3092.267822
	Iteration 3F: 3 clusters Score -57591.89 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -57911.332031 Penalty: 3092.267822
	Iteration 4F: 3 clusters Score -57911.33 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -58258.660156 Penalty: 3092.267822
	Iteration 5Q: 3 clusters Score -58258.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -58398.832031 Penalty: 3092.267822
	Iteration 6Q: 3 clusters Score -58398.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -58481.648438 Penalty: 3092.267822
	Iteration 7Q: 3 clusters Score -58481.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -58512.835938 Penalty: 3092.267822
	Iteration 8Q: 3 clusters Score -58512.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -58512.835938 Penalty: 3092.267822
	Iteration 9F: 3 clusters Score -58512.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103476 members 
Mstep: Class 2 contains 35105 members 
Mstep: Class 3 contains 32696 members 
Mstep: Class 4 contains 116249 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169939 members 
Mstep: Class 7 contains 32706 members 
Mstep: Class 8 contains 157 members 
Mstep: Class 9 contains 68184 members 
Mstep: Class 10 contains 7978 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160859 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24250 members 
Mstep: Class 18 contains 20867 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102232 members 
Mstep: Class 22 contains 8718 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15066 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Mstep: Class 29 contains 353 members 
Entering Unmasked Estep 
Score: -132686672.000000 Penalty: 99075.648438
Splitting cluster 8 changes total score from -132688320.000000 to -132686672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (68184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68184 members 
Entering Unmasked Estep 
Score: -9596449.000000 Penalty: 2760.231201
	Iteration 0F: 2 clusters Score -9596449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34051 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -9550837.000000 Penalty: 5520.462402
	Iteration 0F: 3 clusters Score -9550837 nChanged 31757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
Score: -9568468.000000 Penalty: 5520.462402
	Iteration 1F: 3 clusters Score -9568468 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32649 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -9569225.000000 Penalty: 5520.462402
	Iteration 2Q: 3 clusters Score -9569225 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 36546 members 
Entering Unmasked Estep 
Score: -9570115.000000 Penalty: 5520.462402
	Iteration 3Q: 3 clusters Score -9570115 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 38105 members 
Entering Unmasked Estep 
Score: -9571509.000000 Penalty: 5520.462402
	Iteration 4Q: 3 clusters Score -9571509 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -9573584.000000 Penalty: 5520.462402
	Iteration 5F: 3 clusters Score -9573584 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -9576452.000000 Penalty: 5520.462402
	Iteration 6F: 3 clusters Score -9576452 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 47999 members 
Entering Unmasked Estep 
Score: -9579923.000000 Penalty: 5520.462402
	Iteration 7F: 3 clusters Score -9579923 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 52508 members 
Entering Unmasked Estep 
Score: -9583672.000000 Penalty: 5520.462402
	Iteration 8F: 3 clusters Score -9583672 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 56676 members 
Entering Unmasked Estep 
Score: -9587011.000000 Penalty: 5520.462402
	Iteration 9F: 3 clusters Score -9587011 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 60155 members 
Entering Unmasked Estep 
Score: -9589868.000000 Penalty: 5520.462402
	Iteration 10F: 3 clusters Score -9589868 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 62745 members 
Entering Unmasked Estep 
Score: -9592014.000000 Penalty: 5520.462402
	Iteration 11Q: 3 clusters Score -9592014 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 64433 members 
Entering Unmasked Estep 
Score: -9593274.000000 Penalty: 5520.462402
	Iteration 12Q: 3 clusters Score -9593274 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 65456 members 
Entering Unmasked Estep 
Score: -9594001.000000 Penalty: 5520.462402
	Iteration 13Q: 3 clusters Score -9594001 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 66058 members 
Entering Unmasked Estep 
Score: -9594324.000000 Penalty: 5520.462402
	Iteration 14Q: 3 clusters Score -9594324 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 66416 members 
Entering Unmasked Estep 
Score: -9594527.000000 Penalty: 5520.462402
	Iteration 15Q: 3 clusters Score -9594527 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 66628 members 
Entering Unmasked Estep 
Score: -9594602.000000 Penalty: 5520.462402
	Iteration 16Q: 3 clusters Score -9594602 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 66770 members 
Entering Unmasked Estep 
Score: -9594637.000000 Penalty: 5520.462402
	Iteration 17Q: 3 clusters Score -9594637 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 66860 members 
Entering Unmasked Estep 
Score: -9594685.000000 Penalty: 5520.462402
	Iteration 18Q: 3 clusters Score -9594685 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 66917 members 
Entering Unmasked Estep 
Score: -9594684.000000 Penalty: 5520.462402
	Iteration 19Q: 3 clusters Score -9594684 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 66956 members 
Entering Unmasked Estep 
Score: -9594699.000000 Penalty: 5520.462402
	Iteration 20F: 3 clusters Score -9594699 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 66980 members 
Entering Unmasked Estep 
Score: -9594690.000000 Penalty: 5520.462402
	Iteration 21Q: 3 clusters Score -9594690 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 67010 members 
Entering Unmasked Estep 
Score: -9594697.000000 Penalty: 5520.462402
	Iteration 22Q: 3 clusters Score -9594697 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 67030 members 
Entering Unmasked Estep 
Score: -9594718.000000 Penalty: 5520.462402
	Iteration 23Q: 3 clusters Score -9594718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 67048 members 
Entering Unmasked Estep 
Score: -9594736.000000 Penalty: 5520.462402
	Iteration 24Q: 3 clusters Score -9594736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 67062 members 
Entering Unmasked Estep 
Score: -9594730.000000 Penalty: 5520.462402
	Iteration 25Q: 3 clusters Score -9594730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 67073 members 
Entering Unmasked Estep 
Score: -9594739.000000 Penalty: 5520.462402
	Iteration 26Q: 3 clusters Score -9594739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 67081 members 
Entering Unmasked Estep 
Score: -9594753.000000 Penalty: 5520.462402
	Iteration 27Q: 3 clusters Score -9594753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 67093 members 
Entering Unmasked Estep 
Score: -9594755.000000 Penalty: 5520.462402
	Iteration 28Q: 3 clusters Score -9594755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 67099 members 
Entering Unmasked Estep 
Score: -9594760.000000 Penalty: 5520.462402
	Iteration 29Q: 3 clusters Score -9594760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 67101 members 
Entering Unmasked Estep 
Score: -9594764.000000 Penalty: 5520.462402
	Iteration 30Q: 3 clusters Score -9594764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 67103 members 
Entering Unmasked Estep 
Score: -9594766.000000 Penalty: 5520.462402
	Iteration 31Q: 3 clusters Score -9594766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 67102 members 
Entering Unmasked Estep 
Score: -9594753.000000 Penalty: 5520.462402
	Iteration 32Q: 3 clusters Score -9594753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 67103 members 
Entering Unmasked Estep 
Score: -9594759.000000 Penalty: 5520.462402
	Iteration 33Q: 3 clusters Score -9594759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 67103 members 
Entering Unmasked Estep 
Score: -9594756.000000 Penalty: 5520.462402
	Iteration 34Q: 3 clusters Score -9594756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 67103 members 
Entering Unmasked Estep 
Score: -9594756.000000 Penalty: 5520.462402
	Iteration 35F: 3 clusters Score -9594756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Entering Unmasked Estep 
Score: -1078982.125000 Penalty: 2228.141846
	Iteration 0F: 2 clusters Score -1078982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1072590.125000 Penalty: 4456.283691
	Iteration 0F: 3 clusters Score -1072590 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1074292.625000 Penalty: 4456.283691
	Iteration 1F: 3 clusters Score -1074293 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1074553.875000 Penalty: 4456.283691
	Iteration 2F: 3 clusters Score -1074554 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1074735.750000 Penalty: 4456.283691
	Iteration 3F: 3 clusters Score -1074736 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1074860.625000 Penalty: 4456.283691
	Iteration 4Q: 3 clusters Score -1074861 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1074965.625000 Penalty: 4456.283691
	Iteration 5Q: 3 clusters Score -1074966 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1075078.000000 Penalty: 4456.283691
	Iteration 6Q: 3 clusters Score -1075078 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1075200.250000 Penalty: 4456.283691
	Iteration 7Q: 3 clusters Score -1075200 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1075333.375000 Penalty: 4456.283691
	Iteration 8Q: 3 clusters Score -1075333 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1075493.000000 Penalty: 4456.283691
	Iteration 9Q: 3 clusters Score -1075493 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1075665.125000 Penalty: 4456.283691
	Iteration 10Q: 3 clusters Score -1075665 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1075838.500000 Penalty: 4456.283691
	Iteration 11Q: 3 clusters Score -1075838 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1076038.000000 Penalty: 4456.283691
	Iteration 12Q: 3 clusters Score -1076038 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1076273.625000 Penalty: 4456.283691
	Iteration 13Q: 3 clusters Score -1076274 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1076522.125000 Penalty: 4456.283691
	Iteration 14Q: 3 clusters Score -1076522 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1076776.625000 Penalty: 4456.283691
	Iteration 15Q: 3 clusters Score -1076777 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1077004.250000 Penalty: 4456.283691
	Iteration 16Q: 3 clusters Score -1077004 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1077210.250000 Penalty: 4456.283691
	Iteration 17Q: 3 clusters Score -1077210 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1077380.000000 Penalty: 4456.283691
	Iteration 18Q: 3 clusters Score -1077380 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1077542.125000 Penalty: 4456.283691
	Iteration 19Q: 3 clusters Score -1077542 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1077648.875000 Penalty: 4456.283691
	Iteration 20F: 3 clusters Score -1077649 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1077738.000000 Penalty: 4456.283691
	Iteration 21Q: 3 clusters Score -1077738 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1077852.000000 Penalty: 4456.283691
	Iteration 22Q: 3 clusters Score -1077852 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1077971.375000 Penalty: 4456.283691
	Iteration 23Q: 3 clusters Score -1077971 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1078062.125000 Penalty: 4456.283691
	Iteration 24Q: 3 clusters Score -1078062 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1078132.875000 Penalty: 4456.283691
	Iteration 25Q: 3 clusters Score -1078133 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1078200.000000 Penalty: 4456.283691
	Iteration 26Q: 3 clusters Score -1078200 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1078234.125000 Penalty: 4456.283691
	Iteration 27Q: 3 clusters Score -1078234 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1078256.750000 Penalty: 4456.283691
	Iteration 28Q: 3 clusters Score -1078257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1078265.375000 Penalty: 4456.283691
	Iteration 29Q: 3 clusters Score -1078265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1078275.000000 Penalty: 4456.283691
	Iteration 30Q: 3 clusters Score -1078275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1078279.125000 Penalty: 4456.283691
	Iteration 31Q: 3 clusters Score -1078279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1078283.250000 Penalty: 4456.283691
	Iteration 32Q: 3 clusters Score -1078283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1078284.500000 Penalty: 4456.283691
	Iteration 33Q: 3 clusters Score -1078284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1078285.000000 Penalty: 4456.283691
	Iteration 34Q: 3 clusters Score -1078285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1078285.750000 Penalty: 4456.283691
	Iteration 35Q: 3 clusters Score -1078286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1078289.125000 Penalty: 4456.283691
	Iteration 36Q: 3 clusters Score -1078289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1078290.000000 Penalty: 4456.283691
	Iteration 37Q: 3 clusters Score -1078290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1078290.000000 Penalty: 4456.283691
	Iteration 38F: 3 clusters Score -1078290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1078291.500000 Penalty: 4456.283691
	Iteration 39Q: 3 clusters Score -1078292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1078291.500000 Penalty: 4456.283691
	Iteration 40F: 3 clusters Score -1078292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -426807.906250 Penalty: 1999.639526
	Iteration 0F: 2 clusters Score -426807.9 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 1563 members 
Entering Unmasked Estep 
Score: -423424.187500 Penalty: 3999.279053
	Iteration 0F: 3 clusters Score -423424.2 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -424155.281250 Penalty: 3999.279053
	Iteration 1F: 3 clusters Score -424155.3 nChanged 265
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: -424338.187500 Penalty: 3999.279053
	Iteration 2F: 3 clusters Score -424338.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -424438.687500 Penalty: 3999.279053
	Iteration 3Q: 3 clusters Score -424438.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -424504.312500 Penalty: 3999.279053
	Iteration 4Q: 3 clusters Score -424504.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -424559.906250 Penalty: 3999.279053
	Iteration 5Q: 3 clusters Score -424559.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -424642.406250 Penalty: 3999.279053
	Iteration 6Q: 3 clusters Score -424642.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -424715.750000 Penalty: 3999.279053
	Iteration 7Q: 3 clusters Score -424715.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -424786.968750 Penalty: 3999.279053
	Iteration 8Q: 3 clusters Score -424787 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -424840.781250 Penalty: 3999.279053
	Iteration 9Q: 3 clusters Score -424840.8 nChanged 85
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: -424896.343750 Penalty: 3999.279053
	Iteration 10Q: 3 clusters Score -424896.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -424955.593750 Penalty: 3999.279053
	Iteration 11Q: 3 clusters Score -424955.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -425007.062500 Penalty: 3999.279053
	Iteration 12Q: 3 clusters Score -425007.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -425057.125000 Penalty: 3999.279053
	Iteration 13Q: 3 clusters Score -425057.1 nChanged 73
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: -425113.750000 Penalty: 3999.279053
	Iteration 14Q: 3 clusters Score -425113.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -425148.312500 Penalty: 3999.279053
	Iteration 15Q: 3 clusters Score -425148.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -425183.562500 Penalty: 3999.279053
	Iteration 16Q: 3 clusters Score -425183.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -425214.343750 Penalty: 3999.279053
	Iteration 17Q: 3 clusters Score -425214.3 nChanged 43
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: -425239.093750 Penalty: 3999.279053
	Iteration 18Q: 3 clusters Score -425239.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -425255.625000 Penalty: 3999.279053
	Iteration 19Q: 3 clusters Score -425255.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -425275.312500 Penalty: 3999.279053
	Iteration 20F: 3 clusters Score -425275.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -425298.468750 Penalty: 3999.279053
	Iteration 21Q: 3 clusters Score -425298.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -425317.062500 Penalty: 3999.279053
	Iteration 22Q: 3 clusters Score -425317.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -425337.093750 Penalty: 3999.279053
	Iteration 23Q: 3 clusters Score -425337.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -425350.968750 Penalty: 3999.279053
	Iteration 24Q: 3 clusters Score -425351 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -425362.156250 Penalty: 3999.279053
	Iteration 25Q: 3 clusters Score -425362.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -425368.812500 Penalty: 3999.279053
	Iteration 26Q: 3 clusters Score -425368.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -425372.500000 Penalty: 3999.279053
	Iteration 27Q: 3 clusters Score -425372.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -425376.968750 Penalty: 3999.279053
	Iteration 28Q: 3 clusters Score -425377 nChanged 13
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: -425382.062500 Penalty: 3999.279053
	Iteration 29Q: 3 clusters Score -425382.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -425389.031250 Penalty: 3999.279053
	Iteration 30Q: 3 clusters Score -425389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -425394.406250 Penalty: 3999.279053
	Iteration 31Q: 3 clusters Score -425394.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -425401.000000 Penalty: 3999.279053
	Iteration 32Q: 3 clusters Score -425401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -425408.000000 Penalty: 3999.279053
	Iteration 33Q: 3 clusters Score -425408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -425413.187500 Penalty: 3999.279053
	Iteration 34Q: 3 clusters Score -425413.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -425418.250000 Penalty: 3999.279053
	Iteration 35Q: 3 clusters Score -425418.2 nChanged 10
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: -425424.500000 Penalty: 3999.279053
	Iteration 36Q: 3 clusters Score -425424.5 nChanged 9
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: -425428.062500 Penalty: 3999.279053
	Iteration 37Q: 3 clusters Score -425428.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -425430.312500 Penalty: 3999.279053
	Iteration 38Q: 3 clusters Score -425430.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -425430.750000 Penalty: 3999.279053
	Iteration 39Q: 3 clusters Score -425430.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -425432.281250 Penalty: 3999.279053
	Iteration 40F: 3 clusters Score -425432.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -425432.312500 Penalty: 3999.279053
	Iteration 41Q: 3 clusters Score -425432.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -425432.312500 Penalty: 3999.279053
	Iteration 42F: 3 clusters Score -425432.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -549353.062500 Penalty: 2055.930420
	Iteration 0F: 2 clusters Score -549353.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -545476.312500 Penalty: 4111.860840
	Iteration 0F: 3 clusters Score -545476.3 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -546400.187500 Penalty: 4111.860840
	Iteration 1F: 3 clusters Score -546400.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -546624.062500 Penalty: 4111.860840
	Iteration 2F: 3 clusters Score -546624.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -546739.062500 Penalty: 4111.860840
	Iteration 3F: 3 clusters Score -546739.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -546823.500000 Penalty: 4111.860840
	Iteration 4Q: 3 clusters Score -546823.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -546900.687500 Penalty: 4111.860840
	Iteration 5Q: 3 clusters Score -546900.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -546969.062500 Penalty: 4111.860840
	Iteration 6Q: 3 clusters Score -546969.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -547028.500000 Penalty: 4111.860840
	Iteration 7Q: 3 clusters Score -547028.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -547093.750000 Penalty: 4111.860840
	Iteration 8Q: 3 clusters Score -547093.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -547181.687500 Penalty: 4111.860840
	Iteration 9Q: 3 clusters Score -547181.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -547312.812500 Penalty: 4111.860840
	Iteration 10Q: 3 clusters Score -547312.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -547501.187500 Penalty: 4111.860840
	Iteration 11Q: 3 clusters Score -547501.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -547797.375000 Penalty: 4111.860840
	Iteration 12Q: 3 clusters Score -547797.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -548076.625000 Penalty: 4111.860840
	Iteration 13Q: 3 clusters Score -548076.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -548337.375000 Penalty: 4111.860840
	Iteration 14Q: 3 clusters Score -548337.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -548521.062500 Penalty: 4111.860840
	Iteration 15Q: 3 clusters Score -548521.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -548621.062500 Penalty: 4111.860840
	Iteration 16Q: 3 clusters Score -548621.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -548655.562500 Penalty: 4111.860840
	Iteration 17Q: 3 clusters Score -548655.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -548673.375000 Penalty: 4111.860840
	Iteration 18Q: 3 clusters Score -548673.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -548680.187500 Penalty: 4111.860840
	Iteration 19Q: 3 clusters Score -548680.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -548682.687500 Penalty: 4111.860840
	Iteration 20F: 3 clusters Score -548682.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -548685.125000 Penalty: 4111.860840
	Iteration 21Q: 3 clusters Score -548685.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -548685.000000 Penalty: 4111.860840
	Iteration 22Q: 3 clusters Score -548685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -548685.000000 Penalty: 4111.860840
	Iteration 23F: 3 clusters Score -548685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (160859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160859 members 
Entering Unmasked Estep 
Score: -22467868.000000 Penalty: 2973.094238
	Iteration 0F: 2 clusters Score -2.246787e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80326 members 
Mstep: Class 2 contains 80533 members 
Entering Unmasked Estep 
Score: -22363124.000000 Penalty: 5946.188477
	Iteration 0F: 3 clusters Score -2.236312e+07 nChanged 77109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79013 members 
Mstep: Class 2 contains 81846 members 
Entering Unmasked Estep 
Score: -22408172.000000 Penalty: 5946.188477
	Iteration 1F: 3 clusters Score -2.240817e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78117 members 
Mstep: Class 2 contains 82742 members 
Entering Unmasked Estep 
Score: -22409100.000000 Penalty: 5946.188477
	Iteration 2Q: 3 clusters Score -2.24091e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76860 members 
Mstep: Class 2 contains 83999 members 
Entering Unmasked Estep 
Score: -22410108.000000 Penalty: 5946.188477
	Iteration 3Q: 3 clusters Score -2.241011e+07 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75015 members 
Mstep: Class 2 contains 85844 members 
Entering Unmasked Estep 
Score: -22411304.000000 Penalty: 5946.188477
	Iteration 4Q: 3 clusters Score -2.24113e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72216 members 
Mstep: Class 2 contains 88643 members 
Entering Unmasked Estep 
Score: -22413042.000000 Penalty: 5946.188477
	Iteration 5Q: 3 clusters Score -2.241304e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68359 members 
Mstep: Class 2 contains 92500 members 
Entering Unmasked Estep 
Score: -22415296.000000 Penalty: 5946.188477
	Iteration 6Q: 3 clusters Score -2.24153e+07 nChanged 7153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63170 members 
Mstep: Class 2 contains 97689 members 
Entering Unmasked Estep 
Score: -22418934.000000 Penalty: 5946.188477
	Iteration 7Q: 3 clusters Score -2.241893e+07 nChanged 8296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56816 members 
Mstep: Class 2 contains 104043 members 
Entering Unmasked Estep 
Score: -22423838.000000 Penalty: 5946.188477
	Iteration 8F: 3 clusters Score -2.242384e+07 nChanged 9152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49852 members 
Mstep: Class 2 contains 111007 members 
Entering Unmasked Estep 
Score: -22430150.000000 Penalty: 5946.188477
	Iteration 9F: 3 clusters Score -2.243015e+07 nChanged 9137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 117430 members 
Entering Unmasked Estep 
Score: -22436898.000000 Penalty: 5946.188477
	Iteration 10F: 3 clusters Score -2.24369e+07 nChanged 8142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38587 members 
Mstep: Class 2 contains 122272 members 
Entering Unmasked Estep 
Score: -22443250.000000 Penalty: 5946.188477
	Iteration 11F: 3 clusters Score -2.244325e+07 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 125455 members 
Entering Unmasked Estep 
Score: -22447696.000000 Penalty: 5946.188477
	Iteration 12Q: 3 clusters Score -2.24477e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 127493 members 
Entering Unmasked Estep 
Score: -22450194.000000 Penalty: 5946.188477
	Iteration 13Q: 3 clusters Score -2.245019e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 129133 members 
Entering Unmasked Estep 
Score: -22451546.000000 Penalty: 5946.188477
	Iteration 14Q: 3 clusters Score -2.245155e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 130585 members 
Entering Unmasked Estep 
Score: -22452618.000000 Penalty: 5946.188477
	Iteration 15Q: 3 clusters Score -2.245262e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 131992 members 
Entering Unmasked Estep 
Score: -22453252.000000 Penalty: 5946.188477
	Iteration 16Q: 3 clusters Score -2.245325e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 133377 members 
Entering Unmasked Estep 
Score: -22453798.000000 Penalty: 5946.188477
	Iteration 17Q: 3 clusters Score -2.24538e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 134743 members 
Entering Unmasked Estep 
Score: -22454340.000000 Penalty: 5946.188477
	Iteration 18Q: 3 clusters Score -2.245434e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 136012 members 
Entering Unmasked Estep 
Score: -22454964.000000 Penalty: 5946.188477
	Iteration 19Q: 3 clusters Score -2.245496e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 137274 members 
Entering Unmasked Estep 
Score: -22455524.000000 Penalty: 5946.188477
	Iteration 20F: 3 clusters Score -2.245552e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 138503 members 
Entering Unmasked Estep 
Score: -22456096.000000 Penalty: 5946.188477
	Iteration 21Q: 3 clusters Score -2.24561e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 139708 members 
Entering Unmasked Estep 
Score: -22456674.000000 Penalty: 5946.188477
	Iteration 22Q: 3 clusters Score -2.245667e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 140917 members 
Entering Unmasked Estep 
Score: -22457128.000000 Penalty: 5946.188477
	Iteration 23Q: 3 clusters Score -2.245713e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 142131 members 
Entering Unmasked Estep 
Score: -22457584.000000 Penalty: 5946.188477
	Iteration 24Q: 3 clusters Score -2.245758e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 143350 members 
Entering Unmasked Estep 
Score: -22458084.000000 Penalty: 5946.188477
	Iteration 25Q: 3 clusters Score -2.245808e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 144553 members 
Entering Unmasked Estep 
Score: -22458556.000000 Penalty: 5946.188477
	Iteration 26Q: 3 clusters Score -2.245856e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 145688 members 
Entering Unmasked Estep 
Score: -22459076.000000 Penalty: 5946.188477
	Iteration 27Q: 3 clusters Score -2.245908e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 146801 members 
Entering Unmasked Estep 
Score: -22459674.000000 Penalty: 5946.188477
	Iteration 28Q: 3 clusters Score -2.245967e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 147909 members 
Entering Unmasked Estep 
Score: -22460232.000000 Penalty: 5946.188477
	Iteration 29Q: 3 clusters Score -2.246023e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 148983 members 
Entering Unmasked Estep 
Score: -22460652.000000 Penalty: 5946.188477
	Iteration 30Q: 3 clusters Score -2.246065e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 150028 members 
Entering Unmasked Estep 
Score: -22461170.000000 Penalty: 5946.188477
	Iteration 31Q: 3 clusters Score -2.246117e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 151025 members 
Entering Unmasked Estep 
Score: -22461708.000000 Penalty: 5946.188477
	Iteration 32Q: 3 clusters Score -2.246171e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 152005 members 
Entering Unmasked Estep 
Score: -22462170.000000 Penalty: 5946.188477
	Iteration 33Q: 3 clusters Score -2.246217e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 152906 members 
Entering Unmasked Estep 
Score: -22462622.000000 Penalty: 5946.188477
	Iteration 34Q: 3 clusters Score -2.246262e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 153741 members 
Entering Unmasked Estep 
Score: -22463010.000000 Penalty: 5946.188477
	Iteration 35Q: 3 clusters Score -2.246301e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 154459 members 
Entering Unmasked Estep 
Score: -22463350.000000 Penalty: 5946.188477
	Iteration 36Q: 3 clusters Score -2.246335e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 155134 members 
Entering Unmasked Estep 
Score: -22463826.000000 Penalty: 5946.188477
	Iteration 37Q: 3 clusters Score -2.246383e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 155730 members 
Entering Unmasked Estep 
Score: -22464060.000000 Penalty: 5946.188477
	Iteration 38Q: 3 clusters Score -2.246406e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 156221 members 
Entering Unmasked Estep 
Score: -22464284.000000 Penalty: 5946.188477
	Iteration 39Q: 3 clusters Score -2.246428e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 156637 members 
Entering Unmasked Estep 
Score: -22464466.000000 Penalty: 5946.188477
	Iteration 40F: 3 clusters Score -2.246447e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 157010 members 
Entering Unmasked Estep 
Score: -22464586.000000 Penalty: 5946.188477
	Iteration 41Q: 3 clusters Score -2.246459e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 157336 members 
Entering Unmasked Estep 
Score: -22464746.000000 Penalty: 5946.188477
	Iteration 42Q: 3 clusters Score -2.246475e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 157585 members 
Entering Unmasked Estep 
Score: -22464826.000000 Penalty: 5946.188477
	Iteration 43Q: 3 clusters Score -2.246483e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 157823 members 
Entering Unmasked Estep 
Score: -22464896.000000 Penalty: 5946.188477
	Iteration 44Q: 3 clusters Score -2.24649e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 158042 members 
Entering Unmasked Estep 
Score: -22465062.000000 Penalty: 5946.188477
	Iteration 45Q: 3 clusters Score -2.246506e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 158193 members 
Entering Unmasked Estep 
Score: -22465112.000000 Penalty: 5946.188477
	Iteration 46Q: 3 clusters Score -2.246511e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 158345 members 
Entering Unmasked Estep 
Score: -22465178.000000 Penalty: 5946.188477
	Iteration 47Q: 3 clusters Score -2.246518e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 158470 members 
Entering Unmasked Estep 
Score: -22465214.000000 Penalty: 5946.188477
	Iteration 48Q: 3 clusters Score -2.246521e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 158575 members 
Entering Unmasked Estep 
Score: -22465256.000000 Penalty: 5946.188477
	Iteration 49Q: 3 clusters Score -2.246526e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 158665 members 
Entering Unmasked Estep 
Score: -22465278.000000 Penalty: 5946.188477
	Iteration 50Q: 3 clusters Score -2.246528e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 158749 members 
Entering Unmasked Estep 
Score: -22465304.000000 Penalty: 5946.188477
	Iteration 51Q: 3 clusters Score -2.24653e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 158820 members 
Entering Unmasked Estep 
Score: -22465348.000000 Penalty: 5946.188477
	Iteration 52Q: 3 clusters Score -2.246535e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 158866 members 
Entering Unmasked Estep 
Score: -22465366.000000 Penalty: 5946.188477
	Iteration 53Q: 3 clusters Score -2.246537e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 158910 members 
Entering Unmasked Estep 
Score: -22465384.000000 Penalty: 5946.188477
	Iteration 54Q: 3 clusters Score -2.246538e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 158962 members 
Entering Unmasked Estep 
Score: -22465382.000000 Penalty: 5946.188477
	Iteration 55Q: 3 clusters Score -2.246538e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 159001 members 
Entering Unmasked Estep 
Score: -22465414.000000 Penalty: 5946.188477
	Iteration 56Q: 3 clusters Score -2.246541e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 159048 members 
Entering Unmasked Estep 
Score: -22465412.000000 Penalty: 5946.188477
	Iteration 57Q: 3 clusters Score -2.246541e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 159087 members 
Entering Unmasked Estep 
Score: -22465416.000000 Penalty: 5946.188477
	Iteration 58Q: 3 clusters Score -2.246542e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 159119 members 
Entering Unmasked Estep 
Score: -22465428.000000 Penalty: 5946.188477
	Iteration 59Q: 3 clusters Score -2.246543e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 159141 members 
Entering Unmasked Estep 
Score: -22465442.000000 Penalty: 5946.188477
	Iteration 60F: 3 clusters Score -2.246544e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 159163 members 
Entering Unmasked Estep 
Score: -22465444.000000 Penalty: 5946.188477
	Iteration 61Q: 3 clusters Score -2.246544e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 159181 members 
Entering Unmasked Estep 
Score: -22465440.000000 Penalty: 5946.188477
	Iteration 62Q: 3 clusters Score -2.246544e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 159194 members 
Entering Unmasked Estep 
Score: -22465460.000000 Penalty: 5946.188477
	Iteration 63Q: 3 clusters Score -2.246546e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 159212 members 
Entering Unmasked Estep 
Score: -22465466.000000 Penalty: 5946.188477
	Iteration 64Q: 3 clusters Score -2.246547e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 159226 members 
Entering Unmasked Estep 
Score: -22465454.000000 Penalty: 5946.188477
	Iteration 65Q: 3 clusters Score -2.246545e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 159247 members 
Entering Unmasked Estep 
Score: -22465484.000000 Penalty: 5946.188477
	Iteration 66Q: 3 clusters Score -2.246548e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 159263 members 
Entering Unmasked Estep 
Score: -22465472.000000 Penalty: 5946.188477
	Iteration 67Q: 3 clusters Score -2.246547e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 159276 members 
Entering Unmasked Estep 
Score: -22465486.000000 Penalty: 5946.188477
	Iteration 68Q: 3 clusters Score -2.246549e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 159281 members 
Entering Unmasked Estep 
Score: -22465476.000000 Penalty: 5946.188477
	Iteration 69Q: 3 clusters Score -2.246548e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 159293 members 
Entering Unmasked Estep 
Score: -22465478.000000 Penalty: 5946.188477
	Iteration 70Q: 3 clusters Score -2.246548e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 159307 members 
Entering Unmasked Estep 
Score: -22465474.000000 Penalty: 5946.188477
	Iteration 71Q: 3 clusters Score -2.246547e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 159315 members 
Entering Unmasked Estep 
Score: -22465472.000000 Penalty: 5946.188477
	Iteration 72Q: 3 clusters Score -2.246547e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 159322 members 
Entering Unmasked Estep 
Score: -22465476.000000 Penalty: 5946.188477
	Iteration 73Q: 3 clusters Score -2.246548e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 159330 members 
Entering Unmasked Estep 
Score: -22465490.000000 Penalty: 5946.188477
	Iteration 74Q: 3 clusters Score -2.246549e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 159334 members 
Entering Unmasked Estep 
Score: -22465480.000000 Penalty: 5946.188477
	Iteration 75Q: 3 clusters Score -2.246548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 159337 members 
Entering Unmasked Estep 
Score: -22465496.000000 Penalty: 5946.188477
	Iteration 76Q: 3 clusters Score -2.24655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 159341 members 
Entering Unmasked Estep 
Score: -22465508.000000 Penalty: 5946.188477
	Iteration 77Q: 3 clusters Score -2.246551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 159344 members 
Entering Unmasked Estep 
Score: -22465516.000000 Penalty: 5946.188477
	Iteration 78Q: 3 clusters Score -2.246552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 159349 members 
Entering Unmasked Estep 
Score: -22465518.000000 Penalty: 5946.188477
	Iteration 79Q: 3 clusters Score -2.246552e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 159353 members 
Entering Unmasked Estep 
Score: -22465530.000000 Penalty: 5946.188477
	Iteration 80F: 3 clusters Score -2.246553e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 159360 members 
Entering Unmasked Estep 
Score: -22465546.000000 Penalty: 5946.188477
	Iteration 81Q: 3 clusters Score -2.246555e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 159367 members 
Entering Unmasked Estep 
Score: -22465528.000000 Penalty: 5946.188477
	Iteration 82Q: 3 clusters Score -2.246553e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 159376 members 
Entering Unmasked Estep 
Score: -22465530.000000 Penalty: 5946.188477
	Iteration 83Q: 3 clusters Score -2.246553e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 159386 members 
Entering Unmasked Estep 
Score: -22465526.000000 Penalty: 5946.188477
	Iteration 84Q: 3 clusters Score -2.246553e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 159393 members 
Entering Unmasked Estep 
Score: -22465534.000000 Penalty: 5946.188477
	Iteration 85Q: 3 clusters Score -2.246553e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 159397 members 
Entering Unmasked Estep 
Score: -22465534.000000 Penalty: 5946.188477
	Iteration 86Q: 3 clusters Score -2.246553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 159401 members 
Entering Unmasked Estep 
Score: -22465530.000000 Penalty: 5946.188477
	Iteration 87Q: 3 clusters Score -2.246553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 159405 members 
Entering Unmasked Estep 
Score: -22465530.000000 Penalty: 5946.188477
	Iteration 88Q: 3 clusters Score -2.246553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 159410 members 
Entering Unmasked Estep 
Score: -22465532.000000 Penalty: 5946.188477
	Iteration 89Q: 3 clusters Score -2.246553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 159410 members 
Entering Unmasked Estep 
Score: -22465532.000000 Penalty: 5946.188477
	Iteration 90Q: 3 clusters Score -2.246553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 159414 members 
Entering Unmasked Estep 
Score: -22465530.000000 Penalty: 5946.188477
	Iteration 91Q: 3 clusters Score -2.246553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 159416 members 
Entering Unmasked Estep 
Score: -22465522.000000 Penalty: 5946.188477
	Iteration 92Q: 3 clusters Score -2.246552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 159419 members 
Entering Unmasked Estep 
Score: -22465538.000000 Penalty: 5946.188477
	Iteration 93Q: 3 clusters Score -2.246554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 159422 members 
Entering Unmasked Estep 
Score: -22465542.000000 Penalty: 5946.188477
	Iteration 94Q: 3 clusters Score -2.246554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 159425 members 
Entering Unmasked Estep 
Score: -22465534.000000 Penalty: 5946.188477
	Iteration 95Q: 3 clusters Score -2.246553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 159427 members 
Entering Unmasked Estep 
Score: -22465530.000000 Penalty: 5946.188477
	Iteration 96Q: 3 clusters Score -2.246553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 159429 members 
Entering Unmasked Estep 
Score: -22465534.000000 Penalty: 5946.188477
	Iteration 97Q: 3 clusters Score -2.246553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 159433 members 
Entering Unmasked Estep 
Score: -22465528.000000 Penalty: 5946.188477
	Iteration 98Q: 3 clusters Score -2.246553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 159439 members 
Entering Unmasked Estep 
Score: -22465528.000000 Penalty: 5946.188477
	Iteration 99Q: 3 clusters Score -2.246553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 159443 members 
Entering Unmasked Estep 
Score: -22465544.000000 Penalty: 5946.188477
	Iteration 100F: 3 clusters Score -2.246554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 159443 members 
Entering Unmasked Estep 
Score: -22465552.000000 Penalty: 5946.188477
	Iteration 101Q: 3 clusters Score -2.246555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 159444 members 
Entering Unmasked Estep 
Score: -22465552.000000 Penalty: 5946.188477
	Iteration 102Q: 3 clusters Score -2.246555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 159445 members 
Entering Unmasked Estep 
Score: -22465552.000000 Penalty: 5946.188477
	Iteration 103Q: 3 clusters Score -2.246555e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 159445 members 
Entering Unmasked Estep 
Score: -22465552.000000 Penalty: 5946.188477
	Iteration 104F: 3 clusters Score -2.246555e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -76052.375000 Penalty: 1586.851562
	Iteration 0F: 2 clusters Score -76052.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -74431.820312 Penalty: 3173.703125
	Iteration 0F: 3 clusters Score -74431.82 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -74724.750000 Penalty: 3173.703125
	Iteration 1F: 3 clusters Score -74724.75 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -74862.671875 Penalty: 3173.703125
	Iteration 2F: 3 clusters Score -74862.67 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -74991.820312 Penalty: 3173.703125
	Iteration 3Q: 3 clusters Score -74991.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -75083.210938 Penalty: 3173.703125
	Iteration 4Q: 3 clusters Score -75083.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -75196.093750 Penalty: 3173.703125
	Iteration 5Q: 3 clusters Score -75196.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -75264.031250 Penalty: 3173.703125
	Iteration 6Q: 3 clusters Score -75264.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -75301.000000 Penalty: 3173.703125
	Iteration 7Q: 3 clusters Score -75301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -75345.382812 Penalty: 3173.703125
	Iteration 8Q: 3 clusters Score -75345.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -75431.382812 Penalty: 3173.703125
	Iteration 9Q: 3 clusters Score -75431.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -75489.820312 Penalty: 3173.703125
	Iteration 10Q: 3 clusters Score -75489.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -75530.507812 Penalty: 3173.703125
	Iteration 11Q: 3 clusters Score -75530.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -75557.843750 Penalty: 3173.703125
	Iteration 12Q: 3 clusters Score -75557.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -75580.656250 Penalty: 3173.703125
	Iteration 13Q: 3 clusters Score -75580.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -75600.812500 Penalty: 3173.703125
	Iteration 14Q: 3 clusters Score -75600.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -75616.515625 Penalty: 3173.703125
	Iteration 15Q: 3 clusters Score -75616.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -75624.773438 Penalty: 3173.703125
	Iteration 16Q: 3 clusters Score -75624.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -75628.007812 Penalty: 3173.703125
	Iteration 17Q: 3 clusters Score -75628.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -75632.093750 Penalty: 3173.703125
	Iteration 18Q: 3 clusters Score -75632.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -75632.093750 Penalty: 3173.703125
	Iteration 19F: 3 clusters Score -75632.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Entering Unmasked Estep 
Score: -281378.843750 Penalty: 1884.651611
	Iteration 0F: 2 clusters Score -281378.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -278729.531250 Penalty: 3769.303223
	Iteration 0F: 3 clusters Score -278729.5 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -279164.687500 Penalty: 3769.303223
	Iteration 1F: 3 clusters Score -279164.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -279265.500000 Penalty: 3769.303223
	Iteration 2F: 3 clusters Score -279265.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -279320.593750 Penalty: 3769.303223
	Iteration 3Q: 3 clusters Score -279320.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -279357.531250 Penalty: 3769.303223
	Iteration 4Q: 3 clusters Score -279357.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -279385.000000 Penalty: 3769.303223
	Iteration 5Q: 3 clusters Score -279385 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -279402.843750 Penalty: 3769.303223
	Iteration 6Q: 3 clusters Score -279402.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -279420.031250 Penalty: 3769.303223
	Iteration 7Q: 3 clusters Score -279420 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -279436.156250 Penalty: 3769.303223
	Iteration 8Q: 3 clusters Score -279436.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -279446.656250 Penalty: 3769.303223
	Iteration 9Q: 3 clusters Score -279446.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -279458.687500 Penalty: 3769.303223
	Iteration 10Q: 3 clusters Score -279458.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -279468.906250 Penalty: 3769.303223
	Iteration 11Q: 3 clusters Score -279468.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -279477.125000 Penalty: 3769.303223
	Iteration 12Q: 3 clusters Score -279477.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -279483.812500 Penalty: 3769.303223
	Iteration 13Q: 3 clusters Score -279483.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -279490.093750 Penalty: 3769.303223
	Iteration 14Q: 3 clusters Score -279490.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -279492.437500 Penalty: 3769.303223
	Iteration 15Q: 3 clusters Score -279492.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -279496.312500 Penalty: 3769.303223
	Iteration 16Q: 3 clusters Score -279496.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -279499.312500 Penalty: 3769.303223
	Iteration 17Q: 3 clusters Score -279499.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -279505.281250 Penalty: 3769.303223
	Iteration 18Q: 3 clusters Score -279505.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -279510.093750 Penalty: 3769.303223
	Iteration 19Q: 3 clusters Score -279510.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -279516.750000 Penalty: 3769.303223
	Iteration 20F: 3 clusters Score -279516.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -279521.593750 Penalty: 3769.303223
	Iteration 21Q: 3 clusters Score -279521.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -279524.468750 Penalty: 3769.303223
	Iteration 22Q: 3 clusters Score -279524.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -279529.312500 Penalty: 3769.303223
	Iteration 23Q: 3 clusters Score -279529.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -279532.656250 Penalty: 3769.303223
	Iteration 24Q: 3 clusters Score -279532.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -279534.281250 Penalty: 3769.303223
	Iteration 25Q: 3 clusters Score -279534.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -279535.187500 Penalty: 3769.303223
	Iteration 26Q: 3 clusters Score -279535.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -279535.406250 Penalty: 3769.303223
	Iteration 27Q: 3 clusters Score -279535.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -279536.500000 Penalty: 3769.303223
	Iteration 28Q: 3 clusters Score -279536.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -279536.906250 Penalty: 3769.303223
	Iteration 29Q: 3 clusters Score -279536.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -279536.906250 Penalty: 3769.303223
	Iteration 30F: 3 clusters Score -279536.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -97046.203125 Penalty: 1674.852661
	Iteration 0F: 2 clusters Score -97046.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -95313.906250 Penalty: 3349.705322
	Iteration 0F: 3 clusters Score -95313.91 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -95837.726562 Penalty: 3349.705322
	Iteration 1F: 3 clusters Score -95837.73 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -96141.101562 Penalty: 3349.705322
	Iteration 2F: 3 clusters Score -96141.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -96506.820312 Penalty: 3349.705322
	Iteration 3F: 3 clusters Score -96506.82 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -96711.343750 Penalty: 3349.705322
	Iteration 4Q: 3 clusters Score -96711.34 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -96967.171875 Penalty: 3349.705322
	Iteration 5F: 3 clusters Score -96967.17 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -97123.109375 Penalty: 3349.705322
	Iteration 6Q: 3 clusters Score -97123.11 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -97268.507812 Penalty: 3349.705322
	Iteration 7Q: 3 clusters Score -97268.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -97333.390625 Penalty: 3349.705322
	Iteration 8Q: 3 clusters Score -97333.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -97394.218750 Penalty: 3349.705322
	Iteration 9Q: 3 clusters Score -97394.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -97454.898438 Penalty: 3349.705322
	Iteration 10Q: 3 clusters Score -97454.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -97486.992188 Penalty: 3349.705322
	Iteration 11Q: 3 clusters Score -97486.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -97490.460938 Penalty: 3349.705322
	Iteration 12Q: 3 clusters Score -97490.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -97490.460938 Penalty: 3349.705322
	Iteration 13F: 3 clusters Score -97490.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103476 members 
Mstep: Class 2 contains 35105 members 
Mstep: Class 3 contains 32696 members 
Mstep: Class 4 contains 116249 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169939 members 
Mstep: Class 7 contains 32706 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68184 members 
Mstep: Class 10 contains 7978 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160859 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 321 members 
Mstep: Class 17 contains 24250 members 
Mstep: Class 18 contains 20867 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102232 members 
Mstep: Class 22 contains 8718 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15066 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Mstep: Class 29 contains 536 members 
Entering Unmasked Estep 
Score: -132686880.000000 Penalty: 99075.648438
Splitting cluster 16 changes total score from -132688320.000000 to -132686880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (24250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Entering Unmasked Estep 
Score: -3445543.500000 Penalty: 2503.850830
	Iteration 0F: 2 clusters Score -3445544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -3428796.000000 Penalty: 5007.701660
	Iteration 0F: 3 clusters Score -3428796 nChanged 10785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -3434531.000000 Penalty: 5007.701660
	Iteration 1F: 3 clusters Score -3434531 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -3434948.000000 Penalty: 5007.701660
	Iteration 2F: 3 clusters Score -3434948 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -3435285.750000 Penalty: 5007.701660
	Iteration 3Q: 3 clusters Score -3435286 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -3435610.000000 Penalty: 5007.701660
	Iteration 4Q: 3 clusters Score -3435610 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -3435911.250000 Penalty: 5007.701660
	Iteration 5Q: 3 clusters Score -3435911 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -3436207.750000 Penalty: 5007.701660
	Iteration 6Q: 3 clusters Score -3436208 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -3436519.750000 Penalty: 5007.701660
	Iteration 7Q: 3 clusters Score -3436520 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -3436880.000000 Penalty: 5007.701660
	Iteration 8Q: 3 clusters Score -3436880 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -3437312.000000 Penalty: 5007.701660
	Iteration 9Q: 3 clusters Score -3437312 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -3437860.750000 Penalty: 5007.701660
	Iteration 10Q: 3 clusters Score -3437861 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -3438518.000000 Penalty: 5007.701660
	Iteration 11Q: 3 clusters Score -3438518 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -3439234.250000 Penalty: 5007.701660
	Iteration 12Q: 3 clusters Score -3439234 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -3439876.250000 Penalty: 5007.701660
	Iteration 13Q: 3 clusters Score -3439876 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -3440336.000000 Penalty: 5007.701660
	Iteration 14Q: 3 clusters Score -3440336 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -3440638.500000 Penalty: 5007.701660
	Iteration 15Q: 3 clusters Score -3440638 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -3440824.000000 Penalty: 5007.701660
	Iteration 16Q: 3 clusters Score -3440824 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -3440987.250000 Penalty: 5007.701660
	Iteration 17Q: 3 clusters Score -3440987 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -3441136.000000 Penalty: 5007.701660
	Iteration 18Q: 3 clusters Score -3441136 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -3441246.000000 Penalty: 5007.701660
	Iteration 19Q: 3 clusters Score -3441246 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -3441347.500000 Penalty: 5007.701660
	Iteration 20F: 3 clusters Score -3441348 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -3441460.250000 Penalty: 5007.701660
	Iteration 21Q: 3 clusters Score -3441460 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -3441534.250000 Penalty: 5007.701660
	Iteration 22Q: 3 clusters Score -3441534 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -3441622.000000 Penalty: 5007.701660
	Iteration 23Q: 3 clusters Score -3441622 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -3441688.250000 Penalty: 5007.701660
	Iteration 24Q: 3 clusters Score -3441688 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -3441765.250000 Penalty: 5007.701660
	Iteration 25Q: 3 clusters Score -3441765 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -3441842.500000 Penalty: 5007.701660
	Iteration 26Q: 3 clusters Score -3441842 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -3441975.000000 Penalty: 5007.701660
	Iteration 27Q: 3 clusters Score -3441975 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -3442085.250000 Penalty: 5007.701660
	Iteration 28Q: 3 clusters Score -3442085 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -3442214.750000 Penalty: 5007.701660
	Iteration 29Q: 3 clusters Score -3442215 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -3442355.250000 Penalty: 5007.701660
	Iteration 30Q: 3 clusters Score -3442355 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -3442470.250000 Penalty: 5007.701660
	Iteration 31Q: 3 clusters Score -3442470 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -3442569.250000 Penalty: 5007.701660
	Iteration 32Q: 3 clusters Score -3442569 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -3442664.250000 Penalty: 5007.701660
	Iteration 33Q: 3 clusters Score -3442664 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -3442719.750000 Penalty: 5007.701660
	Iteration 34Q: 3 clusters Score -3442720 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -3442765.500000 Penalty: 5007.701660
	Iteration 35Q: 3 clusters Score -3442766 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -3442818.000000 Penalty: 5007.701660
	Iteration 36Q: 3 clusters Score -3442818 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -3442883.500000 Penalty: 5007.701660
	Iteration 37Q: 3 clusters Score -3442884 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -3442937.000000 Penalty: 5007.701660
	Iteration 38Q: 3 clusters Score -3442937 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3443003.000000 Penalty: 5007.701660
	Iteration 39Q: 3 clusters Score -3443003 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -3443048.000000 Penalty: 5007.701660
	Iteration 40F: 3 clusters Score -3443048 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3443116.500000 Penalty: 5007.701660
	Iteration 41Q: 3 clusters Score -3443116 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3443145.750000 Penalty: 5007.701660
	Iteration 42Q: 3 clusters Score -3443146 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3443170.000000 Penalty: 5007.701660
	Iteration 43Q: 3 clusters Score -3443170 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3443200.000000 Penalty: 5007.701660
	Iteration 44Q: 3 clusters Score -3443200 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3443228.000000 Penalty: 5007.701660
	Iteration 45Q: 3 clusters Score -3443228 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3443251.000000 Penalty: 5007.701660
	Iteration 46Q: 3 clusters Score -3443251 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3443284.500000 Penalty: 5007.701660
	Iteration 47Q: 3 clusters Score -3443284 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3443292.250000 Penalty: 5007.701660
	Iteration 48Q: 3 clusters Score -3443292 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3443302.750000 Penalty: 5007.701660
	Iteration 49Q: 3 clusters Score -3443303 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3443315.000000 Penalty: 5007.701660
	Iteration 50Q: 3 clusters Score -3443315 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3443329.750000 Penalty: 5007.701660
	Iteration 51Q: 3 clusters Score -3443330 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3443339.750000 Penalty: 5007.701660
	Iteration 52Q: 3 clusters Score -3443340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3443350.750000 Penalty: 5007.701660
	Iteration 53Q: 3 clusters Score -3443351 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3443368.000000 Penalty: 5007.701660
	Iteration 54Q: 3 clusters Score -3443368 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3443383.750000 Penalty: 5007.701660
	Iteration 55Q: 3 clusters Score -3443384 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3443386.750000 Penalty: 5007.701660
	Iteration 56Q: 3 clusters Score -3443387 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3443394.250000 Penalty: 5007.701660
	Iteration 57Q: 3 clusters Score -3443394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3443400.250000 Penalty: 5007.701660
	Iteration 58Q: 3 clusters Score -3443400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3443403.500000 Penalty: 5007.701660
	Iteration 59Q: 3 clusters Score -3443404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3443408.250000 Penalty: 5007.701660
	Iteration 60F: 3 clusters Score -3443408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3443418.750000 Penalty: 5007.701660
	Iteration 61Q: 3 clusters Score -3443419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3443429.750000 Penalty: 5007.701660
	Iteration 62Q: 3 clusters Score -3443430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3443441.500000 Penalty: 5007.701660
	Iteration 63Q: 3 clusters Score -3443442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3443439.250000 Penalty: 5007.701660
	Iteration 64Q: 3 clusters Score -3443439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3443440.500000 Penalty: 5007.701660
	Iteration 65Q: 3 clusters Score -3443440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3443445.000000 Penalty: 5007.701660
	Iteration 66Q: 3 clusters Score -3443445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3443440.500000 Penalty: 5007.701660
	Iteration 67Q: 3 clusters Score -3443440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3443441.250000 Penalty: 5007.701660
	Iteration 68Q: 3 clusters Score -3443441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3443444.750000 Penalty: 5007.701660
	Iteration 69Q: 3 clusters Score -3443445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3443449.750000 Penalty: 5007.701660
	Iteration 70Q: 3 clusters Score -3443450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3443456.500000 Penalty: 5007.701660
	Iteration 71Q: 3 clusters Score -3443456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3443455.500000 Penalty: 5007.701660
	Iteration 72Q: 3 clusters Score -3443456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3443453.750000 Penalty: 5007.701660
	Iteration 73Q: 3 clusters Score -3443454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3443455.250000 Penalty: 5007.701660
	Iteration 74Q: 3 clusters Score -3443455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3443459.250000 Penalty: 5007.701660
	Iteration 75Q: 3 clusters Score -3443459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3443459.250000 Penalty: 5007.701660
	Iteration 76F: 3 clusters Score -3443459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Entering Unmasked Estep 
Score: -2943944.500000 Penalty: 2466.589111
	Iteration 0F: 2 clusters Score -2943944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -2929303.000000 Penalty: 4933.178223
	Iteration 0F: 3 clusters Score -2929303 nChanged 9259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2934482.500000 Penalty: 4933.178223
	Iteration 1F: 3 clusters Score -2934482 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2934829.750000 Penalty: 4933.178223
	Iteration 2Q: 3 clusters Score -2934830 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -2935139.750000 Penalty: 4933.178223
	Iteration 3Q: 3 clusters Score -2935140 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2935393.250000 Penalty: 4933.178223
	Iteration 4Q: 3 clusters Score -2935393 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -2935657.250000 Penalty: 4933.178223
	Iteration 5Q: 3 clusters Score -2935657 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -2935972.500000 Penalty: 4933.178223
	Iteration 6Q: 3 clusters Score -2935972 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -2936380.750000 Penalty: 4933.178223
	Iteration 7Q: 3 clusters Score -2936381 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -2936869.000000 Penalty: 4933.178223
	Iteration 8Q: 3 clusters Score -2936869 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -2937485.000000 Penalty: 4933.178223
	Iteration 9Q: 3 clusters Score -2937485 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -2938256.750000 Penalty: 4933.178223
	Iteration 10F: 3 clusters Score -2938257 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2939053.500000 Penalty: 4933.178223
	Iteration 11F: 3 clusters Score -2939054 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2939783.000000 Penalty: 4933.178223
	Iteration 12Q: 3 clusters Score -2939783 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2940405.000000 Penalty: 4933.178223
	Iteration 13Q: 3 clusters Score -2940405 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2940845.000000 Penalty: 4933.178223
	Iteration 14Q: 3 clusters Score -2940845 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2941163.750000 Penalty: 4933.178223
	Iteration 15Q: 3 clusters Score -2941164 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2941388.000000 Penalty: 4933.178223
	Iteration 16Q: 3 clusters Score -2941388 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2941515.000000 Penalty: 4933.178223
	Iteration 17Q: 3 clusters Score -2941515 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2941610.250000 Penalty: 4933.178223
	Iteration 18Q: 3 clusters Score -2941610 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2941675.500000 Penalty: 4933.178223
	Iteration 19Q: 3 clusters Score -2941676 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2941717.250000 Penalty: 4933.178223
	Iteration 20F: 3 clusters Score -2941717 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2941735.250000 Penalty: 4933.178223
	Iteration 21Q: 3 clusters Score -2941735 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2941756.500000 Penalty: 4933.178223
	Iteration 22Q: 3 clusters Score -2941756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2941767.000000 Penalty: 4933.178223
	Iteration 23Q: 3 clusters Score -2941767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2941771.250000 Penalty: 4933.178223
	Iteration 24Q: 3 clusters Score -2941771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2941776.250000 Penalty: 4933.178223
	Iteration 25Q: 3 clusters Score -2941776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2941783.250000 Penalty: 4933.178223
	Iteration 26Q: 3 clusters Score -2941783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2941789.000000 Penalty: 4933.178223
	Iteration 27Q: 3 clusters Score -2941789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2941790.500000 Penalty: 4933.178223
	Iteration 28Q: 3 clusters Score -2941790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2941792.000000 Penalty: 4933.178223
	Iteration 29Q: 3 clusters Score -2941792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2941791.000000 Penalty: 4933.178223
	Iteration 30Q: 3 clusters Score -2941791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2941791.000000 Penalty: 4933.178223
	Iteration 31F: 3 clusters Score -2941791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -88619.976562 Penalty: 1605.907349
	Iteration 0F: 2 clusters Score -88619.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -87024.734375 Penalty: 3211.814697
	Iteration 0F: 3 clusters Score -87024.73 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -87244.484375 Penalty: 3211.814697
	Iteration 1F: 3 clusters Score -87244.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -87301.125000 Penalty: 3211.814697
	Iteration 2Q: 3 clusters Score -87301.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -87321.554688 Penalty: 3211.814697
	Iteration 3Q: 3 clusters Score -87321.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -87339.296875 Penalty: 3211.814697
	Iteration 4Q: 3 clusters Score -87339.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -87346.539062 Penalty: 3211.814697
	Iteration 5Q: 3 clusters Score -87346.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -87355.265625 Penalty: 3211.814697
	Iteration 6Q: 3 clusters Score -87355.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -87362.023438 Penalty: 3211.814697
	Iteration 7Q: 3 clusters Score -87362.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -87364.414062 Penalty: 3211.814697
	Iteration 8Q: 3 clusters Score -87364.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -87364.414062 Penalty: 3211.814697
	Iteration 9F: 3 clusters Score -87364.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Entering Unmasked Estep 
Score: -347483.437500 Penalty: 1942.044067
	Iteration 0F: 2 clusters Score -347483.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -344504.156250 Penalty: 3884.088135
	Iteration 0F: 3 clusters Score -344504.2 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -345074.906250 Penalty: 3884.088135
	Iteration 1F: 3 clusters Score -345074.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -345226.218750 Penalty: 3884.088135
	Iteration 2F: 3 clusters Score -345226.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -345311.187500 Penalty: 3884.088135
	Iteration 3Q: 3 clusters Score -345311.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -345374.125000 Penalty: 3884.088135
	Iteration 4Q: 3 clusters Score -345374.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -345422.625000 Penalty: 3884.088135
	Iteration 5Q: 3 clusters Score -345422.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -345452.562500 Penalty: 3884.088135
	Iteration 6Q: 3 clusters Score -345452.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -345478.375000 Penalty: 3884.088135
	Iteration 7Q: 3 clusters Score -345478.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -345505.593750 Penalty: 3884.088135
	Iteration 8Q: 3 clusters Score -345505.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -345530.000000 Penalty: 3884.088135
	Iteration 9Q: 3 clusters Score -345530 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -345547.968750 Penalty: 3884.088135
	Iteration 10Q: 3 clusters Score -345548 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -345566.468750 Penalty: 3884.088135
	Iteration 11Q: 3 clusters Score -345566.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -345576.468750 Penalty: 3884.088135
	Iteration 12Q: 3 clusters Score -345576.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -345582.625000 Penalty: 3884.088135
	Iteration 13Q: 3 clusters Score -345582.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -345586.843750 Penalty: 3884.088135
	Iteration 14Q: 3 clusters Score -345586.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -345591.937500 Penalty: 3884.088135
	Iteration 15Q: 3 clusters Score -345591.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -345598.500000 Penalty: 3884.088135
	Iteration 16Q: 3 clusters Score -345598.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -345601.312500 Penalty: 3884.088135
	Iteration 17Q: 3 clusters Score -345601.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -345605.656250 Penalty: 3884.088135
	Iteration 18Q: 3 clusters Score -345605.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -345611.750000 Penalty: 3884.088135
	Iteration 19Q: 3 clusters Score -345611.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -345616.312500 Penalty: 3884.088135
	Iteration 20F: 3 clusters Score -345616.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -345621.343750 Penalty: 3884.088135
	Iteration 21Q: 3 clusters Score -345621.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -345623.718750 Penalty: 3884.088135
	Iteration 22Q: 3 clusters Score -345623.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -345625.937500 Penalty: 3884.088135
	Iteration 23Q: 3 clusters Score -345625.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -345629.281250 Penalty: 3884.088135
	Iteration 24Q: 3 clusters Score -345629.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -345630.218750 Penalty: 3884.088135
	Iteration 25Q: 3 clusters Score -345630.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -345631.437500 Penalty: 3884.088135
	Iteration 26Q: 3 clusters Score -345631.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -345631.437500 Penalty: 3884.088135
	Iteration 27F: 3 clusters Score -345631.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (102232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102232 members 
Entering Unmasked Estep 
Score: -14475039.000000 Penalty: 2860.679932
	Iteration 0F: 2 clusters Score -1.447504e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51568 members 
Mstep: Class 2 contains 50664 members 
Entering Unmasked Estep 
Score: -14407184.000000 Penalty: 5721.359863
	Iteration 0F: 3 clusters Score -1.440718e+07 nChanged 48383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56261 members 
Mstep: Class 2 contains 45971 members 
Entering Unmasked Estep 
Score: -14435395.000000 Penalty: 5721.359863
	Iteration 1F: 3 clusters Score -1.44354e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59487 members 
Mstep: Class 2 contains 42745 members 
Entering Unmasked Estep 
Score: -14436800.000000 Penalty: 5721.359863
	Iteration 2Q: 3 clusters Score -1.44368e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64350 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -14439179.000000 Penalty: 5721.359863
	Iteration 3F: 3 clusters Score -1.443918e+07 nChanged 6947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71151 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -14443626.000000 Penalty: 5721.359863
	Iteration 4F: 3 clusters Score -1.444363e+07 nChanged 9071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80108 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -14451420.000000 Penalty: 5721.359863
	Iteration 5F: 3 clusters Score -1.445142e+07 nChanged 9697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89681 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -14460993.000000 Penalty: 5721.359863
	Iteration 6F: 3 clusters Score -1.446099e+07 nChanged 6999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96550 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -14467961.000000 Penalty: 5721.359863
	Iteration 7F: 3 clusters Score -1.446796e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99695 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -14471193.000000 Penalty: 5721.359863
	Iteration 8Q: 3 clusters Score -1.447119e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100714 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -14472509.000000 Penalty: 5721.359863
	Iteration 9Q: 3 clusters Score -1.447251e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100935 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -14473052.000000 Penalty: 5721.359863
	Iteration 10Q: 3 clusters Score -1.447305e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100977 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -14473286.000000 Penalty: 5721.359863
	Iteration 11Q: 3 clusters Score -1.447329e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100975 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -14473389.000000 Penalty: 5721.359863
	Iteration 12Q: 3 clusters Score -1.447339e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100948 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -14473437.000000 Penalty: 5721.359863
	Iteration 13Q: 3 clusters Score -1.447344e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100933 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -14473512.000000 Penalty: 5721.359863
	Iteration 14Q: 3 clusters Score -1.447351e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100921 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -14473532.000000 Penalty: 5721.359863
	Iteration 15Q: 3 clusters Score -1.447353e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100907 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -14473552.000000 Penalty: 5721.359863
	Iteration 16Q: 3 clusters Score -1.447355e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100902 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -14473553.000000 Penalty: 5721.359863
	Iteration 17Q: 3 clusters Score -1.447355e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100897 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -14473569.000000 Penalty: 5721.359863
	Iteration 18Q: 3 clusters Score -1.447357e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100887 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -14473579.000000 Penalty: 5721.359863
	Iteration 19Q: 3 clusters Score -1.447358e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100882 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -14473589.000000 Penalty: 5721.359863
	Iteration 20F: 3 clusters Score -1.447359e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100875 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -14473586.000000 Penalty: 5721.359863
	Iteration 21Q: 3 clusters Score -1.447359e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100869 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -14473592.000000 Penalty: 5721.359863
	Iteration 22Q: 3 clusters Score -1.447359e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100865 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -14473610.000000 Penalty: 5721.359863
	Iteration 23Q: 3 clusters Score -1.447361e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100860 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -14473608.000000 Penalty: 5721.359863
	Iteration 24Q: 3 clusters Score -1.447361e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100853 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -14473603.000000 Penalty: 5721.359863
	Iteration 25Q: 3 clusters Score -1.44736e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100849 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -14473614.000000 Penalty: 5721.359863
	Iteration 26Q: 3 clusters Score -1.447361e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100847 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -14473619.000000 Penalty: 5721.359863
	Iteration 27Q: 3 clusters Score -1.447362e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100842 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -14473630.000000 Penalty: 5721.359863
	Iteration 28Q: 3 clusters Score -1.447363e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100841 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -14473625.000000 Penalty: 5721.359863
	Iteration 29Q: 3 clusters Score -1.447362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100837 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -14473621.000000 Penalty: 5721.359863
	Iteration 30Q: 3 clusters Score -1.447362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100834 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -14473618.000000 Penalty: 5721.359863
	Iteration 31Q: 3 clusters Score -1.447362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100831 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -14473622.000000 Penalty: 5721.359863
	Iteration 32Q: 3 clusters Score -1.447362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100828 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -14473635.000000 Penalty: 5721.359863
	Iteration 33Q: 3 clusters Score -1.447364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100826 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -14473630.000000 Penalty: 5721.359863
	Iteration 34Q: 3 clusters Score -1.447363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100827 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -14473633.000000 Penalty: 5721.359863
	Iteration 35Q: 3 clusters Score -1.447363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100828 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -14473628.000000 Penalty: 5721.359863
	Iteration 36Q: 3 clusters Score -1.447363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100827 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -14473632.000000 Penalty: 5721.359863
	Iteration 37Q: 3 clusters Score -1.447363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100826 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -14473631.000000 Penalty: 5721.359863
	Iteration 38Q: 3 clusters Score -1.447363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100825 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -14473635.000000 Penalty: 5721.359863
	Iteration 39Q: 3 clusters Score -1.447364e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100825 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -14473635.000000 Penalty: 5721.359863
	Iteration 40F: 3 clusters Score -1.447364e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Entering Unmasked Estep 
Score: -1244745.000000 Penalty: 2250.139893
	Iteration 0F: 2 clusters Score -1244745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1237837.000000 Penalty: 4500.279785
	Iteration 0F: 3 clusters Score -1237837 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1239721.000000 Penalty: 4500.279785
	Iteration 1F: 3 clusters Score -1239721 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1240037.500000 Penalty: 4500.279785
	Iteration 2F: 3 clusters Score -1240038 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1240224.125000 Penalty: 4500.279785
	Iteration 3F: 3 clusters Score -1240224 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1240362.750000 Penalty: 4500.279785
	Iteration 4Q: 3 clusters Score -1240363 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1240495.000000 Penalty: 4500.279785
	Iteration 5Q: 3 clusters Score -1240495 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1240614.250000 Penalty: 4500.279785
	Iteration 6Q: 3 clusters Score -1240614 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1240734.875000 Penalty: 4500.279785
	Iteration 7Q: 3 clusters Score -1240735 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1240849.375000 Penalty: 4500.279785
	Iteration 8Q: 3 clusters Score -1240849 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1240957.875000 Penalty: 4500.279785
	Iteration 9Q: 3 clusters Score -1240958 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1241070.625000 Penalty: 4500.279785
	Iteration 10Q: 3 clusters Score -1241071 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1241177.500000 Penalty: 4500.279785
	Iteration 11Q: 3 clusters Score -1241178 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1241316.375000 Penalty: 4500.279785
	Iteration 12Q: 3 clusters Score -1241316 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1241466.250000 Penalty: 4500.279785
	Iteration 13Q: 3 clusters Score -1241466 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1241619.000000 Penalty: 4500.279785
	Iteration 14Q: 3 clusters Score -1241619 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1241808.250000 Penalty: 4500.279785
	Iteration 15Q: 3 clusters Score -1241808 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1242021.875000 Penalty: 4500.279785
	Iteration 16Q: 3 clusters Score -1242022 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1242217.250000 Penalty: 4500.279785
	Iteration 17Q: 3 clusters Score -1242217 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1242387.875000 Penalty: 4500.279785
	Iteration 18Q: 3 clusters Score -1242388 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1242553.375000 Penalty: 4500.279785
	Iteration 19Q: 3 clusters Score -1242553 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1242688.375000 Penalty: 4500.279785
	Iteration 20F: 3 clusters Score -1242688 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1242792.500000 Penalty: 4500.279785
	Iteration 21Q: 3 clusters Score -1242792 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1242869.750000 Penalty: 4500.279785
	Iteration 22Q: 3 clusters Score -1242870 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1242917.875000 Penalty: 4500.279785
	Iteration 23Q: 3 clusters Score -1242918 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1242953.500000 Penalty: 4500.279785
	Iteration 24Q: 3 clusters Score -1242954 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1242984.375000 Penalty: 4500.279785
	Iteration 25Q: 3 clusters Score -1242984 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1243018.750000 Penalty: 4500.279785
	Iteration 26Q: 3 clusters Score -1243019 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1243039.375000 Penalty: 4500.279785
	Iteration 27Q: 3 clusters Score -1243039 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1243062.250000 Penalty: 4500.279785
	Iteration 28Q: 3 clusters Score -1243062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1243073.000000 Penalty: 4500.279785
	Iteration 29Q: 3 clusters Score -1243073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1243082.000000 Penalty: 4500.279785
	Iteration 30Q: 3 clusters Score -1243082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1243086.625000 Penalty: 4500.279785
	Iteration 31Q: 3 clusters Score -1243087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1243096.875000 Penalty: 4500.279785
	Iteration 32Q: 3 clusters Score -1243097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1243104.000000 Penalty: 4500.279785
	Iteration 33Q: 3 clusters Score -1243104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1243110.250000 Penalty: 4500.279785
	Iteration 34Q: 3 clusters Score -1243110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1243113.000000 Penalty: 4500.279785
	Iteration 35Q: 3 clusters Score -1243113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1243118.500000 Penalty: 4500.279785
	Iteration 36Q: 3 clusters Score -1243118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1243130.625000 Penalty: 4500.279785
	Iteration 37Q: 3 clusters Score -1243131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1243136.375000 Penalty: 4500.279785
	Iteration 38Q: 3 clusters Score -1243136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1243141.125000 Penalty: 4500.279785
	Iteration 39Q: 3 clusters Score -1243141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1243140.875000 Penalty: 4500.279785
	Iteration 40F: 3 clusters Score -1243141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -76221.687500 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -76221.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -74613.695312 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -74613.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -74980.679688 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -74980.68 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -75268.093750 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -75268.09 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -75444.726562 Penalty: 3199.433350
	Iteration 3F: 3 clusters Score -75444.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -75625.828125 Penalty: 3199.433350
	Iteration 4F: 3 clusters Score -75625.83 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -75929.375000 Penalty: 3199.433350
	Iteration 5F: 3 clusters Score -75929.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -76111.687500 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -76111.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -76224.046875 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -76224.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -76429.664062 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -76429.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -76564.640625 Penalty: 3199.433350
	Iteration 9Q: 3 clusters Score -76564.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -76718.523438 Penalty: 3199.433350
	Iteration 10Q: 3 clusters Score -76718.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -76773.039062 Penalty: 3199.433350
	Iteration 11Q: 3 clusters Score -76773.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -76850.781250 Penalty: 3199.433350
	Iteration 12Q: 3 clusters Score -76850.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -76919.085938 Penalty: 3199.433350
	Iteration 13Q: 3 clusters Score -76919.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -76976.914062 Penalty: 3199.433350
	Iteration 14Q: 3 clusters Score -76976.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -76976.914062 Penalty: 3199.433350
	Iteration 15F: 3 clusters Score -76976.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103476 members 
Mstep: Class 2 contains 35105 members 
Mstep: Class 3 contains 32696 members 
Mstep: Class 4 contains 116249 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169939 members 
Mstep: Class 7 contains 32706 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68184 members 
Mstep: Class 10 contains 7978 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160859 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24250 members 
Mstep: Class 18 contains 20867 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102232 members 
Mstep: Class 22 contains 8718 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 15066 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Mstep: Class 29 contains 417 members 
Entering Unmasked Estep 
Score: -132687216.000000 Penalty: 99075.648438
Splitting cluster 23 changes total score from -132688320.000000 to -132687216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (15066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Entering Unmasked Estep 
Score: -2137257.750000 Penalty: 2385.808350
	Iteration 0F: 2 clusters Score -2137258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -2126387.500000 Penalty: 4771.616699
	Iteration 0F: 3 clusters Score -2126388 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2129695.250000 Penalty: 4771.616699
	Iteration 1F: 3 clusters Score -2129695 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -2129978.500000 Penalty: 4771.616699
	Iteration 2F: 3 clusters Score -2129978 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -2130219.500000 Penalty: 4771.616699
	Iteration 3Q: 3 clusters Score -2130220 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -2130390.750000 Penalty: 4771.616699
	Iteration 4Q: 3 clusters Score -2130391 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -2130548.500000 Penalty: 4771.616699
	Iteration 5Q: 3 clusters Score -2130548 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -2130663.500000 Penalty: 4771.616699
	Iteration 6Q: 3 clusters Score -2130664 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -2130743.750000 Penalty: 4771.616699
	Iteration 7Q: 3 clusters Score -2130744 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -2130813.500000 Penalty: 4771.616699
	Iteration 8Q: 3 clusters Score -2130814 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -2130877.750000 Penalty: 4771.616699
	Iteration 9Q: 3 clusters Score -2130878 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -2130933.750000 Penalty: 4771.616699
	Iteration 10Q: 3 clusters Score -2130934 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -2130983.500000 Penalty: 4771.616699
	Iteration 11Q: 3 clusters Score -2130984 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -2131035.500000 Penalty: 4771.616699
	Iteration 12Q: 3 clusters Score -2131036 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -2131096.750000 Penalty: 4771.616699
	Iteration 13Q: 3 clusters Score -2131097 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -2131153.500000 Penalty: 4771.616699
	Iteration 14Q: 3 clusters Score -2131154 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -2131199.750000 Penalty: 4771.616699
	Iteration 15Q: 3 clusters Score -2131200 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2131255.250000 Penalty: 4771.616699
	Iteration 16Q: 3 clusters Score -2131255 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2131322.750000 Penalty: 4771.616699
	Iteration 17Q: 3 clusters Score -2131323 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2131431.250000 Penalty: 4771.616699
	Iteration 18Q: 3 clusters Score -2131431 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -2131583.750000 Penalty: 4771.616699
	Iteration 19Q: 3 clusters Score -2131584 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2131789.750000 Penalty: 4771.616699
	Iteration 20F: 3 clusters Score -2131790 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2132057.500000 Penalty: 4771.616699
	Iteration 21Q: 3 clusters Score -2132058 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -2132399.250000 Penalty: 4771.616699
	Iteration 22Q: 3 clusters Score -2132399 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -2132798.500000 Penalty: 4771.616699
	Iteration 23Q: 3 clusters Score -2132798 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2133251.750000 Penalty: 4771.616699
	Iteration 24Q: 3 clusters Score -2133252 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -2133727.500000 Penalty: 4771.616699
	Iteration 25Q: 3 clusters Score -2133728 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -2134138.000000 Penalty: 4771.616699
	Iteration 26Q: 3 clusters Score -2134138 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -2134445.250000 Penalty: 4771.616699
	Iteration 27Q: 3 clusters Score -2134445 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2134669.000000 Penalty: 4771.616699
	Iteration 28Q: 3 clusters Score -2134669 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -2134852.750000 Penalty: 4771.616699
	Iteration 29Q: 3 clusters Score -2134853 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -2134953.250000 Penalty: 4771.616699
	Iteration 30Q: 3 clusters Score -2134953 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -2135015.000000 Penalty: 4771.616699
	Iteration 31Q: 3 clusters Score -2135015 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -2135054.500000 Penalty: 4771.616699
	Iteration 32Q: 3 clusters Score -2135054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -2135083.750000 Penalty: 4771.616699
	Iteration 33Q: 3 clusters Score -2135084 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -2135109.250000 Penalty: 4771.616699
	Iteration 34Q: 3 clusters Score -2135109 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -2135130.250000 Penalty: 4771.616699
	Iteration 35Q: 3 clusters Score -2135130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -2135143.750000 Penalty: 4771.616699
	Iteration 36Q: 3 clusters Score -2135144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -2135150.500000 Penalty: 4771.616699
	Iteration 37Q: 3 clusters Score -2135150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -2135162.000000 Penalty: 4771.616699
	Iteration 38Q: 3 clusters Score -2135162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -2135171.750000 Penalty: 4771.616699
	Iteration 39Q: 3 clusters Score -2135172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -2135179.750000 Penalty: 4771.616699
	Iteration 40F: 3 clusters Score -2135180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -2135188.000000 Penalty: 4771.616699
	Iteration 41Q: 3 clusters Score -2135188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -2135190.500000 Penalty: 4771.616699
	Iteration 42Q: 3 clusters Score -2135190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2135193.250000 Penalty: 4771.616699
	Iteration 43Q: 3 clusters Score -2135193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -2135193.000000 Penalty: 4771.616699
	Iteration 44Q: 3 clusters Score -2135193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -2135193.000000 Penalty: 4771.616699
	Iteration 45F: 3 clusters Score -2135193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -16338.313477 Penalty: 1270.743042
	Iteration 0F: 2 clusters Score -16338.31 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 78 members 
Entering Unmasked Estep 
Score: -15320.398438 Penalty: 2541.486084
	Iteration 0F: 3 clusters Score -15320.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -15415.989258 Penalty: 2541.486084
	Iteration 1F: 3 clusters Score -15415.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15459.317383 Penalty: 2541.486084
	Iteration 2Q: 3 clusters Score -15459.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -15467.790039 Penalty: 2541.486084
	Iteration 3Q: 3 clusters Score -15467.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15471.236328 Penalty: 2541.486084
	Iteration 4Q: 3 clusters Score -15471.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15471.236328 Penalty: 2541.486084
	Iteration 5F: 3 clusters Score -15471.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -79918.375000 Penalty: 1584.779663
	Iteration 0F: 2 clusters Score -79918.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -78252.132812 Penalty: 3169.559326
	Iteration 0F: 3 clusters Score -78252.13 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -78427.015625 Penalty: 3169.559326
	Iteration 1F: 3 clusters Score -78427.02 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -78512.078125 Penalty: 3169.559326
	Iteration 2F: 3 clusters Score -78512.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -78560.593750 Penalty: 3169.559326
	Iteration 3Q: 3 clusters Score -78560.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -78580.273438 Penalty: 3169.559326
	Iteration 4Q: 3 clusters Score -78580.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -78590.484375 Penalty: 3169.559326
	Iteration 5Q: 3 clusters Score -78590.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -78600.156250 Penalty: 3169.559326
	Iteration 6Q: 3 clusters Score -78600.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -78603.234375 Penalty: 3169.559326
	Iteration 7Q: 3 clusters Score -78603.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -78603.234375 Penalty: 3169.559326
	Iteration 8F: 3 clusters Score -78603.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -40719.484375 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -40719.48 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 184 members 
Entering Unmasked Estep 
Score: -39458.265625 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -39458.27 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39647.421875 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -39647.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39707.222656 Penalty: 2923.623779
	Iteration 2Q: 3 clusters Score -39707.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -39745.550781 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -39745.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -39763.750000 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -39763.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -39809.214844 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -39809.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -39849.828125 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -39849.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -39895.761719 Penalty: 2923.623779
	Iteration 7Q: 3 clusters Score -39895.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -39923.550781 Penalty: 2923.623779
	Iteration 8Q: 3 clusters Score -39923.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39973.972656 Penalty: 2923.623779
	Iteration 9Q: 3 clusters Score -39973.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -40127.980469 Penalty: 2923.623779
	Iteration 10Q: 3 clusters Score -40127.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40248.023438 Penalty: 2923.623779
	Iteration 11Q: 3 clusters Score -40248.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40283.777344 Penalty: 2923.623779
	Iteration 12Q: 3 clusters Score -40283.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40286.757812 Penalty: 2923.623779
	Iteration 13Q: 3 clusters Score -40286.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40286.757812 Penalty: 2923.623779
	Iteration 14F: 3 clusters Score -40286.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Entering Unmasked Estep 
Score: -11172.271484 Penalty: 1163.454346
	Iteration 0F: 2 clusters Score -11172.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -10326.674805 Penalty: 2326.908691
	Iteration 0F: 3 clusters Score -10326.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -10340.856445 Penalty: 2326.908691
	Iteration 1Q: 3 clusters Score -10340.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -10340.856445 Penalty: 2326.908691
	Iteration 2F: 3 clusters Score -10340.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103476 members 
Mstep: Class 2 contains 35105 members 
Mstep: Class 3 contains 32696 members 
Mstep: Class 4 contains 116249 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169939 members 
Mstep: Class 7 contains 32706 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68184 members 
Mstep: Class 10 contains 7978 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160859 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24250 members 
Mstep: Class 18 contains 20867 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102232 members 
Mstep: Class 22 contains 8718 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15066 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688320.000000 Penalty: 95659.250000
Iteration 359Q: 29 clusters Score -1.326883e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103476 members 
Mstep: Class 2 contains 35106 members 
Mstep: Class 3 contains 32696 members 
Mstep: Class 4 contains 116249 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169937 members 
Mstep: Class 7 contains 32706 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68184 members 
Mstep: Class 10 contains 7978 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160859 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24251 members 
Mstep: Class 18 contains 20868 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102231 members 
Mstep: Class 22 contains 8718 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15066 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688304.000000 Penalty: 95659.250000
Iteration 360F: 29 clusters Score -1.326883e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103476 members 
Mstep: Class 2 contains 35106 members 
Mstep: Class 3 contains 32694 members 
Mstep: Class 4 contains 116249 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169939 members 
Mstep: Class 7 contains 32706 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68184 members 
Mstep: Class 10 contains 7978 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160859 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24251 members 
Mstep: Class 18 contains 20868 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102231 members 
Mstep: Class 22 contains 8718 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15066 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688272.000000 Penalty: 95659.250000
Iteration 361Q: 29 clusters Score -1.326883e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103476 members 
Mstep: Class 2 contains 35106 members 
Mstep: Class 3 contains 32694 members 
Mstep: Class 4 contains 116249 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169939 members 
Mstep: Class 7 contains 32706 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68184 members 
Mstep: Class 10 contains 7978 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160859 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24251 members 
Mstep: Class 18 contains 20868 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102231 members 
Mstep: Class 22 contains 8718 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15066 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688272.000000 Penalty: 95659.250000
Iteration 362F: 29 clusters Score -1.326883e+08 nChanged 0
Entering ConstructFrom: 
Score: -132688272.000000 Penalty: 95659.250000
Entering ConstructFrom: 
Trying to split cluster 1 (103476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103476 members 
Entering Unmasked Estep 
Score: -14668671.000000 Penalty: 2863.679688
	Iteration 0F: 2 clusters Score -1.466867e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51835 members 
Mstep: Class 2 contains 51641 members 
Entering Unmasked Estep 
Score: -14600916.000000 Penalty: 5727.359375
	Iteration 0F: 3 clusters Score -1.460092e+07 nChanged 48870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53513 members 
Mstep: Class 2 contains 49963 members 
Entering Unmasked Estep 
Score: -14628445.000000 Penalty: 5727.359375
	Iteration 1F: 3 clusters Score -1.462844e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54564 members 
Mstep: Class 2 contains 48912 members 
Entering Unmasked Estep 
Score: -14629269.000000 Penalty: 5727.359375
	Iteration 2Q: 3 clusters Score -1.462927e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56192 members 
Mstep: Class 2 contains 47284 members 
Entering Unmasked Estep 
Score: -14630262.000000 Penalty: 5727.359375
	Iteration 3Q: 3 clusters Score -1.463026e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58650 members 
Mstep: Class 2 contains 44826 members 
Entering Unmasked Estep 
Score: -14631887.000000 Penalty: 5727.359375
	Iteration 4Q: 3 clusters Score -1.463189e+07 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62330 members 
Mstep: Class 2 contains 41146 members 
Entering Unmasked Estep 
Score: -14634280.000000 Penalty: 5727.359375
	Iteration 5Q: 3 clusters Score -1.463428e+07 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67520 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -14638363.000000 Penalty: 5727.359375
	Iteration 6F: 3 clusters Score -1.463836e+07 nChanged 7736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74038 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -14644289.000000 Penalty: 5727.359375
	Iteration 7F: 3 clusters Score -1.464429e+07 nChanged 7748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80730 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -14651324.000000 Penalty: 5727.359375
	Iteration 8F: 3 clusters Score -1.465132e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85864 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -14657524.000000 Penalty: 5727.359375
	Iteration 9F: 3 clusters Score -1.465752e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88706 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -14661932.000000 Penalty: 5727.359375
	Iteration 10Q: 3 clusters Score -1.466193e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90024 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -14664673.000000 Penalty: 5727.359375
	Iteration 11Q: 3 clusters Score -1.466467e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90672 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -14666283.000000 Penalty: 5727.359375
	Iteration 12Q: 3 clusters Score -1.466628e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91073 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -14667122.000000 Penalty: 5727.359375
	Iteration 13Q: 3 clusters Score -1.466712e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91322 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -14667457.000000 Penalty: 5727.359375
	Iteration 14Q: 3 clusters Score -1.466746e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91504 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -14667677.000000 Penalty: 5727.359375
	Iteration 15Q: 3 clusters Score -1.466768e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91635 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -14667868.000000 Penalty: 5727.359375
	Iteration 16Q: 3 clusters Score -1.466787e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91736 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -14667928.000000 Penalty: 5727.359375
	Iteration 17Q: 3 clusters Score -1.466793e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91809 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -14668020.000000 Penalty: 5727.359375
	Iteration 18Q: 3 clusters Score -1.466802e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91865 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -14668074.000000 Penalty: 5727.359375
	Iteration 19Q: 3 clusters Score -1.466807e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91896 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -14668099.000000 Penalty: 5727.359375
	Iteration 20F: 3 clusters Score -1.46681e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91932 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -14668112.000000 Penalty: 5727.359375
	Iteration 21Q: 3 clusters Score -1.466811e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91967 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -14668105.000000 Penalty: 5727.359375
	Iteration 22Q: 3 clusters Score -1.46681e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92007 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -14668098.000000 Penalty: 5727.359375
	Iteration 23Q: 3 clusters Score -1.46681e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92036 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -14668095.000000 Penalty: 5727.359375
	Iteration 24Q: 3 clusters Score -1.46681e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92052 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -14668083.000000 Penalty: 5727.359375
	Iteration 25Q: 3 clusters Score -1.466808e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92061 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -14668087.000000 Penalty: 5727.359375
	Iteration 26Q: 3 clusters Score -1.466809e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92068 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -14668082.000000 Penalty: 5727.359375
	Iteration 27Q: 3 clusters Score -1.466808e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92067 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -14668086.000000 Penalty: 5727.359375
	Iteration 28Q: 3 clusters Score -1.466809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92068 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -14668082.000000 Penalty: 5727.359375
	Iteration 29Q: 3 clusters Score -1.466808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92072 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -14668077.000000 Penalty: 5727.359375
	Iteration 30Q: 3 clusters Score -1.466808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92073 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -14668077.000000 Penalty: 5727.359375
	Iteration 31Q: 3 clusters Score -1.466808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92074 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -14668075.000000 Penalty: 5727.359375
	Iteration 32Q: 3 clusters Score -1.466808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92075 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -14668078.000000 Penalty: 5727.359375
	Iteration 33Q: 3 clusters Score -1.466808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92078 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -14668072.000000 Penalty: 5727.359375
	Iteration 34Q: 3 clusters Score -1.466807e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92081 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -14668068.000000 Penalty: 5727.359375
	Iteration 35Q: 3 clusters Score -1.466807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92081 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -14668073.000000 Penalty: 5727.359375
	Iteration 36Q: 3 clusters Score -1.466807e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92081 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -14668073.000000 Penalty: 5727.359375
	Iteration 37F: 3 clusters Score -1.466807e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Entering Unmasked Estep 
Score: -4813996.500000 Penalty: 2595.599609
	Iteration 0F: 2 clusters Score -4813996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -4790068.000000 Penalty: 5191.199219
	Iteration 0F: 3 clusters Score -4790068 nChanged 16064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -4798817.000000 Penalty: 5191.199219
	Iteration 1F: 3 clusters Score -4798817 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -4799263.500000 Penalty: 5191.199219
	Iteration 2Q: 3 clusters Score -4799264 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -4799724.500000 Penalty: 5191.199219
	Iteration 3Q: 3 clusters Score -4799724 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -4800191.500000 Penalty: 5191.199219
	Iteration 4Q: 3 clusters Score -4800192 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -4800756.500000 Penalty: 5191.199219
	Iteration 5Q: 3 clusters Score -4800756 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -4801422.500000 Penalty: 5191.199219
	Iteration 6Q: 3 clusters Score -4801422 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -4802251.500000 Penalty: 5191.199219
	Iteration 7Q: 3 clusters Score -4802252 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -4803491.000000 Penalty: 5191.199219
	Iteration 8F: 3 clusters Score -4803491 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -4805016.500000 Penalty: 5191.199219
	Iteration 9F: 3 clusters Score -4805016 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -4806853.000000 Penalty: 5191.199219
	Iteration 10F: 3 clusters Score -4806853 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -4808676.500000 Penalty: 5191.199219
	Iteration 11F: 3 clusters Score -4808676 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -4809980.000000 Penalty: 5191.199219
	Iteration 12Q: 3 clusters Score -4809980 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4810749.000000 Penalty: 5191.199219
	Iteration 13Q: 3 clusters Score -4810749 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4811141.000000 Penalty: 5191.199219
	Iteration 14Q: 3 clusters Score -4811141 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4811368.000000 Penalty: 5191.199219
	Iteration 15Q: 3 clusters Score -4811368 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4811508.500000 Penalty: 5191.199219
	Iteration 16Q: 3 clusters Score -4811508 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -4811583.500000 Penalty: 5191.199219
	Iteration 17Q: 3 clusters Score -4811584 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4811623.500000 Penalty: 5191.199219
	Iteration 18Q: 3 clusters Score -4811624 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -4811649.000000 Penalty: 5191.199219
	Iteration 19Q: 3 clusters Score -4811649 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4811688.000000 Penalty: 5191.199219
	Iteration 20F: 3 clusters Score -4811688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4811702.000000 Penalty: 5191.199219
	Iteration 21Q: 3 clusters Score -4811702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4811722.500000 Penalty: 5191.199219
	Iteration 22Q: 3 clusters Score -4811722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4811749.000000 Penalty: 5191.199219
	Iteration 23Q: 3 clusters Score -4811749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4811763.500000 Penalty: 5191.199219
	Iteration 24Q: 3 clusters Score -4811764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4811767.000000 Penalty: 5191.199219
	Iteration 25Q: 3 clusters Score -4811767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4811765.500000 Penalty: 5191.199219
	Iteration 26Q: 3 clusters Score -4811766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4811767.500000 Penalty: 5191.199219
	Iteration 27Q: 3 clusters Score -4811768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4811770.000000 Penalty: 5191.199219
	Iteration 28Q: 3 clusters Score -4811770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4811768.000000 Penalty: 5191.199219
	Iteration 29Q: 3 clusters Score -4811768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4811768.000000 Penalty: 5191.199219
	Iteration 30F: 3 clusters Score -4811768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (32694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Entering Unmasked Estep 
Score: -4640929.500000 Penalty: 2577.946777
	Iteration 0F: 2 clusters Score -4640930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -4618709.500000 Penalty: 5155.893555
	Iteration 0F: 3 clusters Score -4618710 nChanged 14794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -4626748.000000 Penalty: 5155.893555
	Iteration 1F: 3 clusters Score -4626748 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -4627296.000000 Penalty: 5155.893555
	Iteration 2Q: 3 clusters Score -4627296 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -4627798.500000 Penalty: 5155.893555
	Iteration 3Q: 3 clusters Score -4627798 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -4628399.000000 Penalty: 5155.893555
	Iteration 4Q: 3 clusters Score -4628399 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -4629208.000000 Penalty: 5155.893555
	Iteration 5Q: 3 clusters Score -4629208 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -4630293.500000 Penalty: 5155.893555
	Iteration 6F: 3 clusters Score -4630294 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -4631782.500000 Penalty: 5155.893555
	Iteration 7F: 3 clusters Score -4631782 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -4633686.000000 Penalty: 5155.893555
	Iteration 8F: 3 clusters Score -4633686 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -4635560.500000 Penalty: 5155.893555
	Iteration 9F: 3 clusters Score -4635560 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -4637059.500000 Penalty: 5155.893555
	Iteration 10Q: 3 clusters Score -4637060 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -4637930.500000 Penalty: 5155.893555
	Iteration 11Q: 3 clusters Score -4637930 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -4638326.000000 Penalty: 5155.893555
	Iteration 12Q: 3 clusters Score -4638326 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -4638506.000000 Penalty: 5155.893555
	Iteration 13Q: 3 clusters Score -4638506 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -4638600.500000 Penalty: 5155.893555
	Iteration 14Q: 3 clusters Score -4638600 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -4638646.500000 Penalty: 5155.893555
	Iteration 15Q: 3 clusters Score -4638646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -4638674.500000 Penalty: 5155.893555
	Iteration 16Q: 3 clusters Score -4638674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -4638690.000000 Penalty: 5155.893555
	Iteration 17Q: 3 clusters Score -4638690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -4638702.500000 Penalty: 5155.893555
	Iteration 18Q: 3 clusters Score -4638702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -4638714.500000 Penalty: 5155.893555
	Iteration 19Q: 3 clusters Score -4638714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 32461 members 
Entering Unmasked Estep 
Score: -4638715.500000 Penalty: 5155.893555
	Iteration 20F: 3 clusters Score -4638716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -4638722.500000 Penalty: 5155.893555
	Iteration 21Q: 3 clusters Score -4638722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -4638722.500000 Penalty: 5155.893555
	Iteration 22F: 3 clusters Score -4638722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (116249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116249 members 
Entering Unmasked Estep 
Score: -16464295.000000 Penalty: 2892.545410
	Iteration 0F: 2 clusters Score -1.64643e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58388 members 
Mstep: Class 2 contains 57861 members 
Entering Unmasked Estep 
Score: -16388599.000000 Penalty: 5785.090820
	Iteration 0F: 3 clusters Score -1.63886e+07 nChanged 55153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61169 members 
Mstep: Class 2 contains 55080 members 
Entering Unmasked Estep 
Score: -16420278.000000 Penalty: 5785.090820
	Iteration 1F: 3 clusters Score -1.642028e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63169 members 
Mstep: Class 2 contains 53080 members 
Entering Unmasked Estep 
Score: -16421199.000000 Penalty: 5785.090820
	Iteration 2Q: 3 clusters Score -1.64212e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66243 members 
Mstep: Class 2 contains 50006 members 
Entering Unmasked Estep 
Score: -16422506.000000 Penalty: 5785.090820
	Iteration 3Q: 3 clusters Score -1.642251e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70840 members 
Mstep: Class 2 contains 45409 members 
Entering Unmasked Estep 
Score: -16424809.000000 Penalty: 5785.090820
	Iteration 4Q: 3 clusters Score -1.642481e+07 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77395 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -16428890.000000 Penalty: 5785.090820
	Iteration 5F: 3 clusters Score -1.642889e+07 nChanged 8843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86158 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -16435522.000000 Penalty: 5785.090820
	Iteration 6F: 3 clusters Score -1.643552e+07 nChanged 10277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96387 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -16444132.000000 Penalty: 5785.090820
	Iteration 7F: 3 clusters Score -1.644413e+07 nChanged 9143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105518 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -16452260.000000 Penalty: 5785.090820
	Iteration 8F: 3 clusters Score -1.645226e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111655 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -16457734.000000 Penalty: 5785.090820
	Iteration 9F: 3 clusters Score -1.645773e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114574 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -16460270.000000 Penalty: 5785.090820
	Iteration 10Q: 3 clusters Score -1.646027e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115567 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -16461138.000000 Penalty: 5785.090820
	Iteration 11Q: 3 clusters Score -1.646114e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115850 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -16461480.000000 Penalty: 5785.090820
	Iteration 12Q: 3 clusters Score -1.646148e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115922 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -16461593.000000 Penalty: 5785.090820
	Iteration 13Q: 3 clusters Score -1.646159e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115958 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -16461664.000000 Penalty: 5785.090820
	Iteration 14Q: 3 clusters Score -1.646166e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115972 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -16461712.000000 Penalty: 5785.090820
	Iteration 15Q: 3 clusters Score -1.646171e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115973 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -16461737.000000 Penalty: 5785.090820
	Iteration 16Q: 3 clusters Score -1.646174e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115975 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -16461762.000000 Penalty: 5785.090820
	Iteration 17Q: 3 clusters Score -1.646176e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115975 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -16461775.000000 Penalty: 5785.090820
	Iteration 18Q: 3 clusters Score -1.646178e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115969 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -16461786.000000 Penalty: 5785.090820
	Iteration 19Q: 3 clusters Score -1.646179e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115972 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -16461803.000000 Penalty: 5785.090820
	Iteration 20F: 3 clusters Score -1.64618e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115972 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -16461826.000000 Penalty: 5785.090820
	Iteration 21Q: 3 clusters Score -1.646183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115974 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -16461828.000000 Penalty: 5785.090820
	Iteration 22Q: 3 clusters Score -1.646183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115973 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -16461832.000000 Penalty: 5785.090820
	Iteration 23Q: 3 clusters Score -1.646183e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115973 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -16461832.000000 Penalty: 5785.090820
	Iteration 24F: 3 clusters Score -1.646183e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46563 members 
Entering Unmasked Estep 
Score: -6591410.000000 Penalty: 2665.643311
	Iteration 0F: 2 clusters Score -6591410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -6560200.000000 Penalty: 5331.286621
	Iteration 0F: 3 clusters Score -6560200 nChanged 21333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -6572249.000000 Penalty: 5331.286621
	Iteration 1F: 3 clusters Score -6572249 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -6572908.500000 Penalty: 5331.286621
	Iteration 2Q: 3 clusters Score -6572908 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -6573584.500000 Penalty: 5331.286621
	Iteration 3Q: 3 clusters Score -6573584 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -6574291.000000 Penalty: 5331.286621
	Iteration 4Q: 3 clusters Score -6574291 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -6575109.500000 Penalty: 5331.286621
	Iteration 5Q: 3 clusters Score -6575110 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -6575984.000000 Penalty: 5331.286621
	Iteration 6Q: 3 clusters Score -6575984 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -6577166.000000 Penalty: 5331.286621
	Iteration 7Q: 3 clusters Score -6577166 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -6578596.000000 Penalty: 5331.286621
	Iteration 8F: 3 clusters Score -6578596 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -6580366.500000 Penalty: 5331.286621
	Iteration 9F: 3 clusters Score -6580366 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -6582237.500000 Penalty: 5331.286621
	Iteration 10F: 3 clusters Score -6582238 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -6583638.500000 Penalty: 5331.286621
	Iteration 11Q: 3 clusters Score -6583638 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -6584327.000000 Penalty: 5331.286621
	Iteration 12Q: 3 clusters Score -6584327 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -6584686.000000 Penalty: 5331.286621
	Iteration 13Q: 3 clusters Score -6584686 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -6584952.000000 Penalty: 5331.286621
	Iteration 14Q: 3 clusters Score -6584952 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -6585190.000000 Penalty: 5331.286621
	Iteration 15Q: 3 clusters Score -6585190 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29830 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -6585332.500000 Penalty: 5331.286621
	Iteration 16Q: 3 clusters Score -6585332 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -6585464.000000 Penalty: 5331.286621
	Iteration 17Q: 3 clusters Score -6585464 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -6585583.000000 Penalty: 5331.286621
	Iteration 18Q: 3 clusters Score -6585583 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -6585646.500000 Penalty: 5331.286621
	Iteration 19Q: 3 clusters Score -6585646 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -6585743.000000 Penalty: 5331.286621
	Iteration 20F: 3 clusters Score -6585743 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -6585785.500000 Penalty: 5331.286621
	Iteration 21Q: 3 clusters Score -6585786 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -6585831.000000 Penalty: 5331.286621
	Iteration 22Q: 3 clusters Score -6585831 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32260 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -6585909.000000 Penalty: 5331.286621
	Iteration 23Q: 3 clusters Score -6585909 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -6585950.500000 Penalty: 5331.286621
	Iteration 24Q: 3 clusters Score -6585950 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -6585991.000000 Penalty: 5331.286621
	Iteration 25Q: 3 clusters Score -6585991 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -6586053.000000 Penalty: 5331.286621
	Iteration 26Q: 3 clusters Score -6586053 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -6586103.000000 Penalty: 5331.286621
	Iteration 27Q: 3 clusters Score -6586103 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -6586110.000000 Penalty: 5331.286621
	Iteration 28Q: 3 clusters Score -6586110 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -6586204.500000 Penalty: 5331.286621
	Iteration 29Q: 3 clusters Score -6586204 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -6586251.000000 Penalty: 5331.286621
	Iteration 30Q: 3 clusters Score -6586251 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -6586334.500000 Penalty: 5331.286621
	Iteration 31Q: 3 clusters Score -6586334 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35068 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -6586386.500000 Penalty: 5331.286621
	Iteration 32Q: 3 clusters Score -6586386 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -6586426.000000 Penalty: 5331.286621
	Iteration 33Q: 3 clusters Score -6586426 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -6586516.000000 Penalty: 5331.286621
	Iteration 34Q: 3 clusters Score -6586516 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -6586628.000000 Penalty: 5331.286621
	Iteration 35Q: 3 clusters Score -6586628 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -6586738.500000 Penalty: 5331.286621
	Iteration 36Q: 3 clusters Score -6586738 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -6586843.500000 Penalty: 5331.286621
	Iteration 37Q: 3 clusters Score -6586844 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -6586922.500000 Penalty: 5331.286621
	Iteration 38Q: 3 clusters Score -6586922 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -6587038.500000 Penalty: 5331.286621
	Iteration 39Q: 3 clusters Score -6587038 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -6587191.000000 Penalty: 5331.286621
	Iteration 40F: 3 clusters Score -6587191 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -6587315.000000 Penalty: 5331.286621
	Iteration 41Q: 3 clusters Score -6587315 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -6587387.000000 Penalty: 5331.286621
	Iteration 42Q: 3 clusters Score -6587387 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -6587535.000000 Penalty: 5331.286621
	Iteration 43Q: 3 clusters Score -6587535 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -6587695.000000 Penalty: 5331.286621
	Iteration 44Q: 3 clusters Score -6587695 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -6587824.000000 Penalty: 5331.286621
	Iteration 45Q: 3 clusters Score -6587824 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -6587917.000000 Penalty: 5331.286621
	Iteration 46Q: 3 clusters Score -6587917 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -6588015.000000 Penalty: 5331.286621
	Iteration 47Q: 3 clusters Score -6588015 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -6588099.000000 Penalty: 5331.286621
	Iteration 48Q: 3 clusters Score -6588099 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41650 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -6588165.000000 Penalty: 5331.286621
	Iteration 49Q: 3 clusters Score -6588165 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41910 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -6588263.500000 Penalty: 5331.286621
	Iteration 50Q: 3 clusters Score -6588264 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -6588360.000000 Penalty: 5331.286621
	Iteration 51Q: 3 clusters Score -6588360 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42442 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -6588449.000000 Penalty: 5331.286621
	Iteration 52Q: 3 clusters Score -6588449 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42688 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -6588530.500000 Penalty: 5331.286621
	Iteration 53Q: 3 clusters Score -6588530 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -6588583.500000 Penalty: 5331.286621
	Iteration 54Q: 3 clusters Score -6588584 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -6588655.000000 Penalty: 5331.286621
	Iteration 55Q: 3 clusters Score -6588655 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43273 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -6588741.500000 Penalty: 5331.286621
	Iteration 56Q: 3 clusters Score -6588742 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -6588794.000000 Penalty: 5331.286621
	Iteration 57Q: 3 clusters Score -6588794 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43642 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -6588848.500000 Penalty: 5331.286621
	Iteration 58Q: 3 clusters Score -6588848 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43788 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -6588915.000000 Penalty: 5331.286621
	Iteration 59Q: 3 clusters Score -6588915 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -6588953.000000 Penalty: 5331.286621
	Iteration 60F: 3 clusters Score -6588953 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44060 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -6588974.000000 Penalty: 5331.286621
	Iteration 61Q: 3 clusters Score -6588974 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -6589010.500000 Penalty: 5331.286621
	Iteration 62Q: 3 clusters Score -6589010 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -6589052.000000 Penalty: 5331.286621
	Iteration 63Q: 3 clusters Score -6589052 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44354 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -6589084.500000 Penalty: 5331.286621
	Iteration 64Q: 3 clusters Score -6589084 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44410 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -6589091.500000 Penalty: 5331.286621
	Iteration 65Q: 3 clusters Score -6589092 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44467 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -6589105.000000 Penalty: 5331.286621
	Iteration 66Q: 3 clusters Score -6589105 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44510 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -6589106.000000 Penalty: 5331.286621
	Iteration 67Q: 3 clusters Score -6589106 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -6589119.500000 Penalty: 5331.286621
	Iteration 68Q: 3 clusters Score -6589120 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44592 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -6589120.000000 Penalty: 5331.286621
	Iteration 69Q: 3 clusters Score -6589120 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44625 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -6589125.000000 Penalty: 5331.286621
	Iteration 70Q: 3 clusters Score -6589125 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44658 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -6589141.000000 Penalty: 5331.286621
	Iteration 71Q: 3 clusters Score -6589141 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44686 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -6589150.500000 Penalty: 5331.286621
	Iteration 72Q: 3 clusters Score -6589150 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44711 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -6589154.500000 Penalty: 5331.286621
	Iteration 73Q: 3 clusters Score -6589154 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44737 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -6589165.000000 Penalty: 5331.286621
	Iteration 74Q: 3 clusters Score -6589165 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44761 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -6589177.000000 Penalty: 5331.286621
	Iteration 75Q: 3 clusters Score -6589177 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -6589180.000000 Penalty: 5331.286621
	Iteration 76Q: 3 clusters Score -6589180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44807 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -6589182.000000 Penalty: 5331.286621
	Iteration 77Q: 3 clusters Score -6589182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44818 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -6589186.500000 Penalty: 5331.286621
	Iteration 78Q: 3 clusters Score -6589186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -6589176.000000 Penalty: 5331.286621
	Iteration 79Q: 3 clusters Score -6589176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -6589182.500000 Penalty: 5331.286621
	Iteration 80F: 3 clusters Score -6589182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44839 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -6589182.500000 Penalty: 5331.286621
	Iteration 81Q: 3 clusters Score -6589182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44842 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -6589183.500000 Penalty: 5331.286621
	Iteration 82Q: 3 clusters Score -6589184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44844 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -6589193.000000 Penalty: 5331.286621
	Iteration 83Q: 3 clusters Score -6589193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44847 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -6589187.000000 Penalty: 5331.286621
	Iteration 84Q: 3 clusters Score -6589187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44847 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -6589187.000000 Penalty: 5331.286621
	Iteration 85F: 3 clusters Score -6589187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (169939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169939 members 
Entering Unmasked Estep 
Score: -23712228.000000 Penalty: 2986.712402
	Iteration 0F: 2 clusters Score -2.371223e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85199 members 
Mstep: Class 2 contains 84740 members 
Entering Unmasked Estep 
Score: -23604004.000000 Penalty: 5973.424805
	Iteration 0F: 3 clusters Score -2.3604e+07 nChanged 81550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89617 members 
Mstep: Class 2 contains 80322 members 
Entering Unmasked Estep 
Score: -23651510.000000 Penalty: 5973.424805
	Iteration 1F: 3 clusters Score -2.365151e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92311 members 
Mstep: Class 2 contains 77628 members 
Entering Unmasked Estep 
Score: -23652544.000000 Penalty: 5973.424805
	Iteration 2Q: 3 clusters Score -2.365254e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96358 members 
Mstep: Class 2 contains 73581 members 
Entering Unmasked Estep 
Score: -23654216.000000 Penalty: 5973.424805
	Iteration 3Q: 3 clusters Score -2.365422e+07 nChanged 7279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102325 members 
Mstep: Class 2 contains 67614 members 
Entering Unmasked Estep 
Score: -23657354.000000 Penalty: 5973.424805
	Iteration 4Q: 3 clusters Score -2.365735e+07 nChanged 9400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110861 members 
Mstep: Class 2 contains 59078 members 
Entering Unmasked Estep 
Score: -23662508.000000 Penalty: 5973.424805
	Iteration 5F: 3 clusters Score -2.366251e+07 nChanged 11641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122014 members 
Mstep: Class 2 contains 47925 members 
Entering Unmasked Estep 
Score: -23670782.000000 Penalty: 5973.424805
	Iteration 6F: 3 clusters Score -2.367078e+07 nChanged 13424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135170 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -23682364.000000 Penalty: 5973.424805
	Iteration 7F: 3 clusters Score -2.368236e+07 nChanged 12652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147690 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -23694714.000000 Penalty: 5973.424805
	Iteration 8F: 3 clusters Score -2.369471e+07 nChanged 9177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156801 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -23703440.000000 Penalty: 5973.424805
	Iteration 9F: 3 clusters Score -2.370344e+07 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162405 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -23707470.000000 Penalty: 5973.424805
	Iteration 10Q: 3 clusters Score -2.370747e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165551 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -23708910.000000 Penalty: 5973.424805
	Iteration 11Q: 3 clusters Score -2.370891e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167346 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -23709594.000000 Penalty: 5973.424805
	Iteration 12Q: 3 clusters Score -2.370959e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168266 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -23709746.000000 Penalty: 5973.424805
	Iteration 13Q: 3 clusters Score -2.370975e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168690 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -23709830.000000 Penalty: 5973.424805
	Iteration 14Q: 3 clusters Score -2.370983e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168907 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -23709922.000000 Penalty: 5973.424805
	Iteration 15Q: 3 clusters Score -2.370992e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169042 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -23709944.000000 Penalty: 5973.424805
	Iteration 16Q: 3 clusters Score -2.370994e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169143 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -23709956.000000 Penalty: 5973.424805
	Iteration 17Q: 3 clusters Score -2.370996e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169213 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -23709972.000000 Penalty: 5973.424805
	Iteration 18Q: 3 clusters Score -2.370997e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169254 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -23709990.000000 Penalty: 5973.424805
	Iteration 19Q: 3 clusters Score -2.370999e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169283 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -23710002.000000 Penalty: 5973.424805
	Iteration 20F: 3 clusters Score -2.371e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169305 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -23710008.000000 Penalty: 5973.424805
	Iteration 21Q: 3 clusters Score -2.371001e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169318 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -23710022.000000 Penalty: 5973.424805
	Iteration 22Q: 3 clusters Score -2.371002e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169329 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -23710028.000000 Penalty: 5973.424805
	Iteration 23Q: 3 clusters Score -2.371003e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169338 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -23710036.000000 Penalty: 5973.424805
	Iteration 24Q: 3 clusters Score -2.371004e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169344 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -23710034.000000 Penalty: 5973.424805
	Iteration 25Q: 3 clusters Score -2.371003e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169352 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -23710032.000000 Penalty: 5973.424805
	Iteration 26Q: 3 clusters Score -2.371003e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169360 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -23710034.000000 Penalty: 5973.424805
	Iteration 27Q: 3 clusters Score -2.371003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169361 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -23710046.000000 Penalty: 5973.424805
	Iteration 28Q: 3 clusters Score -2.371005e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169364 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -23710042.000000 Penalty: 5973.424805
	Iteration 29Q: 3 clusters Score -2.371004e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169373 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -23710054.000000 Penalty: 5973.424805
	Iteration 30Q: 3 clusters Score -2.371005e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169384 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -23710042.000000 Penalty: 5973.424805
	Iteration 31Q: 3 clusters Score -2.371004e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169390 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -23710060.000000 Penalty: 5973.424805
	Iteration 32Q: 3 clusters Score -2.371006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169389 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -23710070.000000 Penalty: 5973.424805
	Iteration 33Q: 3 clusters Score -2.371007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169391 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -23710066.000000 Penalty: 5973.424805
	Iteration 34Q: 3 clusters Score -2.371007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169392 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -23710078.000000 Penalty: 5973.424805
	Iteration 35Q: 3 clusters Score -2.371008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169392 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -23710076.000000 Penalty: 5973.424805
	Iteration 36Q: 3 clusters Score -2.371008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169389 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -23710076.000000 Penalty: 5973.424805
	Iteration 37Q: 3 clusters Score -2.371008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169389 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -23710082.000000 Penalty: 5973.424805
	Iteration 38Q: 3 clusters Score -2.371008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169390 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -23710094.000000 Penalty: 5973.424805
	Iteration 39Q: 3 clusters Score -2.371009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169391 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -23710066.000000 Penalty: 5973.424805
	Iteration 40F: 3 clusters Score -2.371007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169392 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -23710070.000000 Penalty: 5973.424805
	Iteration 41Q: 3 clusters Score -2.371007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169393 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -23710074.000000 Penalty: 5973.424805
	Iteration 42Q: 3 clusters Score -2.371007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169394 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -23710082.000000 Penalty: 5973.424805
	Iteration 43Q: 3 clusters Score -2.371008e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169394 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -23710082.000000 Penalty: 5973.424805
	Iteration 44F: 3 clusters Score -2.371008e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Entering Unmasked Estep 
Score: -4632076.000000 Penalty: 2578.037842
	Iteration 0F: 2 clusters Score -4632076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -4609642.500000 Penalty: 5156.075684
	Iteration 0F: 3 clusters Score -4609642 nChanged 14889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -4617876.000000 Penalty: 5156.075684
	Iteration 1F: 3 clusters Score -4617876 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -4618318.000000 Penalty: 5156.075684
	Iteration 2Q: 3 clusters Score -4618318 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -4618718.000000 Penalty: 5156.075684
	Iteration 3Q: 3 clusters Score -4618718 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -4619051.000000 Penalty: 5156.075684
	Iteration 4Q: 3 clusters Score -4619051 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -4619380.500000 Penalty: 5156.075684
	Iteration 5Q: 3 clusters Score -4619380 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -4619741.500000 Penalty: 5156.075684
	Iteration 6Q: 3 clusters Score -4619742 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -4620130.000000 Penalty: 5156.075684
	Iteration 7Q: 3 clusters Score -4620130 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -4620564.000000 Penalty: 5156.075684
	Iteration 8Q: 3 clusters Score -4620564 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -4621161.500000 Penalty: 5156.075684
	Iteration 9Q: 3 clusters Score -4621162 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -4622043.000000 Penalty: 5156.075684
	Iteration 10Q: 3 clusters Score -4622043 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -4623309.500000 Penalty: 5156.075684
	Iteration 11F: 3 clusters Score -4623310 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -4624909.500000 Penalty: 5156.075684
	Iteration 12F: 3 clusters Score -4624910 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -4626589.000000 Penalty: 5156.075684
	Iteration 13F: 3 clusters Score -4626589 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -4628049.000000 Penalty: 5156.075684
	Iteration 14F: 3 clusters Score -4628049 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -4629192.500000 Penalty: 5156.075684
	Iteration 15Q: 3 clusters Score -4629192 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -4630046.000000 Penalty: 5156.075684
	Iteration 16Q: 3 clusters Score -4630046 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -4630677.000000 Penalty: 5156.075684
	Iteration 17Q: 3 clusters Score -4630677 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -4631072.500000 Penalty: 5156.075684
	Iteration 18Q: 3 clusters Score -4631072 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4631284.000000 Penalty: 5156.075684
	Iteration 19Q: 3 clusters Score -4631284 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4631430.000000 Penalty: 5156.075684
	Iteration 20F: 3 clusters Score -4631430 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4631500.000000 Penalty: 5156.075684
	Iteration 21Q: 3 clusters Score -4631500 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4631541.500000 Penalty: 5156.075684
	Iteration 22Q: 3 clusters Score -4631542 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4631564.000000 Penalty: 5156.075684
	Iteration 23Q: 3 clusters Score -4631564 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4631573.000000 Penalty: 5156.075684
	Iteration 24Q: 3 clusters Score -4631573 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4631579.000000 Penalty: 5156.075684
	Iteration 25Q: 3 clusters Score -4631579 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4631591.000000 Penalty: 5156.075684
	Iteration 26Q: 3 clusters Score -4631591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4631588.000000 Penalty: 5156.075684
	Iteration 27Q: 3 clusters Score -4631588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4631591.000000 Penalty: 5156.075684
	Iteration 28Q: 3 clusters Score -4631591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4631593.500000 Penalty: 5156.075684
	Iteration 29Q: 3 clusters Score -4631594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4631593.500000 Penalty: 5156.075684
	Iteration 30F: 3 clusters Score -4631594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -58276.320312 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -58276.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -56888.417969 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -56888.42 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -57412.457031 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -57412.46 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -57652.179688 Penalty: 3092.267822
	Iteration 2F: 3 clusters Score -57652.18 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -57879.425781 Penalty: 3092.267822
	Iteration 3F: 3 clusters Score -57879.43 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -58034.097656 Penalty: 3092.267822
	Iteration 4F: 3 clusters Score -58034.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -58090.402344 Penalty: 3092.267822
	Iteration 5Q: 3 clusters Score -58090.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -58134.894531 Penalty: 3092.267822
	Iteration 6Q: 3 clusters Score -58134.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -58177.929688 Penalty: 3092.267822
	Iteration 7Q: 3 clusters Score -58177.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -58202.121094 Penalty: 3092.267822
	Iteration 8Q: 3 clusters Score -58202.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -58224.914062 Penalty: 3092.267822
	Iteration 9Q: 3 clusters Score -58224.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -58244.312500 Penalty: 3092.267822
	Iteration 10Q: 3 clusters Score -58244.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -58253.980469 Penalty: 3092.267822
	Iteration 11Q: 3 clusters Score -58253.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -58253.980469 Penalty: 3092.267822
	Iteration 12F: 3 clusters Score -58253.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (68184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68184 members 
Entering Unmasked Estep 
Score: -9596449.000000 Penalty: 2760.231201
	Iteration 0F: 2 clusters Score -9596449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33894 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -9550793.000000 Penalty: 5520.462402
	Iteration 0F: 3 clusters Score -9550793 nChanged 31884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -9568839.000000 Penalty: 5520.462402
	Iteration 1F: 3 clusters Score -9568839 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 36689 members 
Entering Unmasked Estep 
Score: -9569555.000000 Penalty: 5520.462402
	Iteration 2Q: 3 clusters Score -9569555 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 37988 members 
Entering Unmasked Estep 
Score: -9570406.000000 Penalty: 5520.462402
	Iteration 3Q: 3 clusters Score -9570406 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -9571372.000000 Penalty: 5520.462402
	Iteration 4Q: 3 clusters Score -9571372 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 42470 members 
Entering Unmasked Estep 
Score: -9572947.000000 Penalty: 5520.462402
	Iteration 5Q: 3 clusters Score -9572947 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 45961 members 
Entering Unmasked Estep 
Score: -9575321.000000 Penalty: 5520.462402
	Iteration 6F: 3 clusters Score -9575321 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 50368 members 
Entering Unmasked Estep 
Score: -9578772.000000 Penalty: 5520.462402
	Iteration 7F: 3 clusters Score -9578772 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 55267 members 
Entering Unmasked Estep 
Score: -9582913.000000 Penalty: 5520.462402
	Iteration 8F: 3 clusters Score -9582913 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 59715 members 
Entering Unmasked Estep 
Score: -9586967.000000 Penalty: 5520.462402
	Iteration 9F: 3 clusters Score -9586967 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 63159 members 
Entering Unmasked Estep 
Score: -9590032.000000 Penalty: 5520.462402
	Iteration 10F: 3 clusters Score -9590032 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 65397 members 
Entering Unmasked Estep 
Score: -9591993.000000 Penalty: 5520.462402
	Iteration 11Q: 3 clusters Score -9591993 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 66692 members 
Entering Unmasked Estep 
Score: -9593104.000000 Penalty: 5520.462402
	Iteration 12Q: 3 clusters Score -9593104 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 67269 members 
Entering Unmasked Estep 
Score: -9593633.000000 Penalty: 5520.462402
	Iteration 13Q: 3 clusters Score -9593633 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 67546 members 
Entering Unmasked Estep 
Score: -9593916.000000 Penalty: 5520.462402
	Iteration 14Q: 3 clusters Score -9593916 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 67673 members 
Entering Unmasked Estep 
Score: -9594083.000000 Penalty: 5520.462402
	Iteration 15Q: 3 clusters Score -9594083 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 67743 members 
Entering Unmasked Estep 
Score: -9594145.000000 Penalty: 5520.462402
	Iteration 16Q: 3 clusters Score -9594145 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 67766 members 
Entering Unmasked Estep 
Score: -9594200.000000 Penalty: 5520.462402
	Iteration 17Q: 3 clusters Score -9594200 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 67781 members 
Entering Unmasked Estep 
Score: -9594246.000000 Penalty: 5520.462402
	Iteration 18Q: 3 clusters Score -9594246 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 67792 members 
Entering Unmasked Estep 
Score: -9594256.000000 Penalty: 5520.462402
	Iteration 19Q: 3 clusters Score -9594256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 67800 members 
Entering Unmasked Estep 
Score: -9594268.000000 Penalty: 5520.462402
	Iteration 20F: 3 clusters Score -9594268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 67802 members 
Entering Unmasked Estep 
Score: -9594283.000000 Penalty: 5520.462402
	Iteration 21Q: 3 clusters Score -9594283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 67806 members 
Entering Unmasked Estep 
Score: -9594293.000000 Penalty: 5520.462402
	Iteration 22Q: 3 clusters Score -9594293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 67804 members 
Entering Unmasked Estep 
Score: -9594300.000000 Penalty: 5520.462402
	Iteration 23Q: 3 clusters Score -9594300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 67805 members 
Entering Unmasked Estep 
Score: -9594318.000000 Penalty: 5520.462402
	Iteration 24Q: 3 clusters Score -9594318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 67802 members 
Entering Unmasked Estep 
Score: -9594319.000000 Penalty: 5520.462402
	Iteration 25Q: 3 clusters Score -9594319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 67800 members 
Entering Unmasked Estep 
Score: -9594329.000000 Penalty: 5520.462402
	Iteration 26Q: 3 clusters Score -9594329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 67799 members 
Entering Unmasked Estep 
Score: -9594333.000000 Penalty: 5520.462402
	Iteration 27Q: 3 clusters Score -9594333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 67799 members 
Entering Unmasked Estep 
Score: -9594333.000000 Penalty: 5520.462402
	Iteration 28F: 3 clusters Score -9594333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Entering Unmasked Estep 
Score: -1078982.125000 Penalty: 2228.141846
	Iteration 0F: 2 clusters Score -1078982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1072579.625000 Penalty: 4456.283691
	Iteration 0F: 3 clusters Score -1072580 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1074288.500000 Penalty: 4456.283691
	Iteration 1F: 3 clusters Score -1074288 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1074567.375000 Penalty: 4456.283691
	Iteration 2F: 3 clusters Score -1074567 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1074828.875000 Penalty: 4456.283691
	Iteration 3F: 3 clusters Score -1074829 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1075075.000000 Penalty: 4456.283691
	Iteration 4Q: 3 clusters Score -1075075 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1075363.000000 Penalty: 4456.283691
	Iteration 5Q: 3 clusters Score -1075363 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1075703.625000 Penalty: 4456.283691
	Iteration 6F: 3 clusters Score -1075704 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1076054.750000 Penalty: 4456.283691
	Iteration 7Q: 3 clusters Score -1076055 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1076406.125000 Penalty: 4456.283691
	Iteration 8F: 3 clusters Score -1076406 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1076671.250000 Penalty: 4456.283691
	Iteration 9Q: 3 clusters Score -1076671 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1076922.125000 Penalty: 4456.283691
	Iteration 10Q: 3 clusters Score -1076922 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1077137.500000 Penalty: 4456.283691
	Iteration 11Q: 3 clusters Score -1077138 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1077309.000000 Penalty: 4456.283691
	Iteration 12Q: 3 clusters Score -1077309 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1077427.625000 Penalty: 4456.283691
	Iteration 13Q: 3 clusters Score -1077428 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1077510.125000 Penalty: 4456.283691
	Iteration 14Q: 3 clusters Score -1077510 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1077606.000000 Penalty: 4456.283691
	Iteration 15Q: 3 clusters Score -1077606 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1077717.500000 Penalty: 4456.283691
	Iteration 16Q: 3 clusters Score -1077718 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1077824.875000 Penalty: 4456.283691
	Iteration 17Q: 3 clusters Score -1077825 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1077930.250000 Penalty: 4456.283691
	Iteration 18Q: 3 clusters Score -1077930 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1078018.750000 Penalty: 4456.283691
	Iteration 19Q: 3 clusters Score -1078019 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1078098.875000 Penalty: 4456.283691
	Iteration 20F: 3 clusters Score -1078099 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1078158.500000 Penalty: 4456.283691
	Iteration 21Q: 3 clusters Score -1078158 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1078200.750000 Penalty: 4456.283691
	Iteration 22Q: 3 clusters Score -1078201 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1078225.625000 Penalty: 4456.283691
	Iteration 23Q: 3 clusters Score -1078226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1078233.875000 Penalty: 4456.283691
	Iteration 24Q: 3 clusters Score -1078234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1078249.875000 Penalty: 4456.283691
	Iteration 25Q: 3 clusters Score -1078250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1078253.375000 Penalty: 4456.283691
	Iteration 26Q: 3 clusters Score -1078253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1078262.625000 Penalty: 4456.283691
	Iteration 27Q: 3 clusters Score -1078263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1078266.000000 Penalty: 4456.283691
	Iteration 28Q: 3 clusters Score -1078266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1078271.125000 Penalty: 4456.283691
	Iteration 29Q: 3 clusters Score -1078271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1078274.125000 Penalty: 4456.283691
	Iteration 30Q: 3 clusters Score -1078274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1078275.875000 Penalty: 4456.283691
	Iteration 31Q: 3 clusters Score -1078276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1078278.250000 Penalty: 4456.283691
	Iteration 32Q: 3 clusters Score -1078278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1078279.375000 Penalty: 4456.283691
	Iteration 33Q: 3 clusters Score -1078279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1078280.625000 Penalty: 4456.283691
	Iteration 34Q: 3 clusters Score -1078281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1078281.500000 Penalty: 4456.283691
	Iteration 35Q: 3 clusters Score -1078282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1078287.000000 Penalty: 4456.283691
	Iteration 36Q: 3 clusters Score -1078287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1078287.875000 Penalty: 4456.283691
	Iteration 37Q: 3 clusters Score -1078288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1078289.500000 Penalty: 4456.283691
	Iteration 38Q: 3 clusters Score -1078290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1078289.750000 Penalty: 4456.283691
	Iteration 39Q: 3 clusters Score -1078290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1078289.750000 Penalty: 4456.283691
	Iteration 40F: 3 clusters Score -1078290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -426807.906250 Penalty: 1999.639526
	Iteration 0F: 2 clusters Score -426807.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -423458.750000 Penalty: 3999.279053
	Iteration 0F: 3 clusters Score -423458.8 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -424146.156250 Penalty: 3999.279053
	Iteration 1F: 3 clusters Score -424146.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -424310.906250 Penalty: 3999.279053
	Iteration 2F: 3 clusters Score -424310.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -424417.593750 Penalty: 3999.279053
	Iteration 3Q: 3 clusters Score -424417.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -424511.187500 Penalty: 3999.279053
	Iteration 4Q: 3 clusters Score -424511.2 nChanged 118
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: -424633.437500 Penalty: 3999.279053
	Iteration 5Q: 3 clusters Score -424633.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -424753.375000 Penalty: 3999.279053
	Iteration 6Q: 3 clusters Score -424753.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -424858.937500 Penalty: 3999.279053
	Iteration 7Q: 3 clusters Score -424858.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -424964.781250 Penalty: 3999.279053
	Iteration 8Q: 3 clusters Score -424964.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -425062.062500 Penalty: 3999.279053
	Iteration 9Q: 3 clusters Score -425062.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -425147.312500 Penalty: 3999.279053
	Iteration 10Q: 3 clusters Score -425147.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -425226.781250 Penalty: 3999.279053
	Iteration 11Q: 3 clusters Score -425226.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -425303.750000 Penalty: 3999.279053
	Iteration 12Q: 3 clusters Score -425303.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -425359.687500 Penalty: 3999.279053
	Iteration 13Q: 3 clusters Score -425359.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -425404.531250 Penalty: 3999.279053
	Iteration 14Q: 3 clusters Score -425404.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -425445.781250 Penalty: 3999.279053
	Iteration 15Q: 3 clusters Score -425445.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -425476.906250 Penalty: 3999.279053
	Iteration 16Q: 3 clusters Score -425476.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -425497.812500 Penalty: 3999.279053
	Iteration 17Q: 3 clusters Score -425497.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -425515.781250 Penalty: 3999.279053
	Iteration 18Q: 3 clusters Score -425515.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -425529.156250 Penalty: 3999.279053
	Iteration 19Q: 3 clusters Score -425529.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -425534.187500 Penalty: 3999.279053
	Iteration 20F: 3 clusters Score -425534.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -425536.468750 Penalty: 3999.279053
	Iteration 21Q: 3 clusters Score -425536.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -425539.562500 Penalty: 3999.279053
	Iteration 22Q: 3 clusters Score -425539.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -425540.562500 Penalty: 3999.279053
	Iteration 23Q: 3 clusters Score -425540.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -425540.843750 Penalty: 3999.279053
	Iteration 24Q: 3 clusters Score -425540.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -425541.968750 Penalty: 3999.279053
	Iteration 25Q: 3 clusters Score -425542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -425541.968750 Penalty: 3999.279053
	Iteration 26F: 3 clusters Score -425542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -549353.062500 Penalty: 2055.930420
	Iteration 0F: 2 clusters Score -549353.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -545447.437500 Penalty: 4111.860840
	Iteration 0F: 3 clusters Score -545447.4 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -546362.500000 Penalty: 4111.860840
	Iteration 1F: 3 clusters Score -546362.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -546560.125000 Penalty: 4111.860840
	Iteration 2F: 3 clusters Score -546560.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -546702.000000 Penalty: 4111.860840
	Iteration 3F: 3 clusters Score -546702 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -546811.625000 Penalty: 4111.860840
	Iteration 4Q: 3 clusters Score -546811.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -546921.125000 Penalty: 4111.860840
	Iteration 5Q: 3 clusters Score -546921.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -547007.562500 Penalty: 4111.860840
	Iteration 6Q: 3 clusters Score -547007.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -547088.687500 Penalty: 4111.860840
	Iteration 7Q: 3 clusters Score -547088.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -547169.875000 Penalty: 4111.860840
	Iteration 8Q: 3 clusters Score -547169.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -547265.937500 Penalty: 4111.860840
	Iteration 9Q: 3 clusters Score -547265.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -547373.250000 Penalty: 4111.860840
	Iteration 10Q: 3 clusters Score -547373.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -547466.875000 Penalty: 4111.860840
	Iteration 11Q: 3 clusters Score -547466.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -547551.687500 Penalty: 4111.860840
	Iteration 12Q: 3 clusters Score -547551.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -547612.125000 Penalty: 4111.860840
	Iteration 13Q: 3 clusters Score -547612.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -547674.250000 Penalty: 4111.860840
	Iteration 14Q: 3 clusters Score -547674.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -547728.062500 Penalty: 4111.860840
	Iteration 15Q: 3 clusters Score -547728.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -547772.500000 Penalty: 4111.860840
	Iteration 16Q: 3 clusters Score -547772.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -547806.625000 Penalty: 4111.860840
	Iteration 17Q: 3 clusters Score -547806.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -547839.125000 Penalty: 4111.860840
	Iteration 18Q: 3 clusters Score -547839.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -547866.687500 Penalty: 4111.860840
	Iteration 19Q: 3 clusters Score -547866.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -547898.562500 Penalty: 4111.860840
	Iteration 20F: 3 clusters Score -547898.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -547928.500000 Penalty: 4111.860840
	Iteration 21Q: 3 clusters Score -547928.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -547949.187500 Penalty: 4111.860840
	Iteration 22Q: 3 clusters Score -547949.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -547967.437500 Penalty: 4111.860840
	Iteration 23Q: 3 clusters Score -547967.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -547981.250000 Penalty: 4111.860840
	Iteration 24Q: 3 clusters Score -547981.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -547997.000000 Penalty: 4111.860840
	Iteration 25Q: 3 clusters Score -547997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -548006.187500 Penalty: 4111.860840
	Iteration 26Q: 3 clusters Score -548006.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -548013.500000 Penalty: 4111.860840
	Iteration 27Q: 3 clusters Score -548013.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -548021.562500 Penalty: 4111.860840
	Iteration 28Q: 3 clusters Score -548021.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -548030.000000 Penalty: 4111.860840
	Iteration 29Q: 3 clusters Score -548030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -548037.437500 Penalty: 4111.860840
	Iteration 30Q: 3 clusters Score -548037.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -548042.500000 Penalty: 4111.860840
	Iteration 31Q: 3 clusters Score -548042.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -548046.812500 Penalty: 4111.860840
	Iteration 32Q: 3 clusters Score -548046.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -548052.937500 Penalty: 4111.860840
	Iteration 33Q: 3 clusters Score -548052.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -548054.500000 Penalty: 4111.860840
	Iteration 34Q: 3 clusters Score -548054.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -548055.187500 Penalty: 4111.860840
	Iteration 35Q: 3 clusters Score -548055.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -548056.000000 Penalty: 4111.860840
	Iteration 36Q: 3 clusters Score -548056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -548056.875000 Penalty: 4111.860840
	Iteration 37Q: 3 clusters Score -548056.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -548056.875000 Penalty: 4111.860840
	Iteration 38F: 3 clusters Score -548056.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (160859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160859 members 
Entering Unmasked Estep 
Score: -22467850.000000 Penalty: 2973.094238
	Iteration 0F: 2 clusters Score -2.246785e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80617 members 
Mstep: Class 2 contains 80242 members 
Entering Unmasked Estep 
Score: -22362740.000000 Penalty: 5946.188477
	Iteration 0F: 3 clusters Score -2.236274e+07 nChanged 76978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83057 members 
Mstep: Class 2 contains 77802 members 
Entering Unmasked Estep 
Score: -22407574.000000 Penalty: 5946.188477
	Iteration 1F: 3 clusters Score -2.240757e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84505 members 
Mstep: Class 2 contains 76354 members 
Entering Unmasked Estep 
Score: -22408782.000000 Penalty: 5946.188477
	Iteration 2Q: 3 clusters Score -2.240878e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86682 members 
Mstep: Class 2 contains 74177 members 
Entering Unmasked Estep 
Score: -22410242.000000 Penalty: 5946.188477
	Iteration 3Q: 3 clusters Score -2.241024e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89994 members 
Mstep: Class 2 contains 70865 members 
Entering Unmasked Estep 
Score: -22411958.000000 Penalty: 5946.188477
	Iteration 4Q: 3 clusters Score -2.241196e+07 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94884 members 
Mstep: Class 2 contains 65975 members 
Entering Unmasked Estep 
Score: -22415020.000000 Penalty: 5946.188477
	Iteration 5Q: 3 clusters Score -2.241502e+07 nChanged 8790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101846 members 
Mstep: Class 2 contains 59013 members 
Entering Unmasked Estep 
Score: -22419946.000000 Penalty: 5946.188477
	Iteration 6F: 3 clusters Score -2.241995e+07 nChanged 10609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111075 members 
Mstep: Class 2 contains 49784 members 
Entering Unmasked Estep 
Score: -22427360.000000 Penalty: 5946.188477
	Iteration 7F: 3 clusters Score -2.242736e+07 nChanged 11585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121686 members 
Mstep: Class 2 contains 39173 members 
Entering Unmasked Estep 
Score: -22436898.000000 Penalty: 5946.188477
	Iteration 8F: 3 clusters Score -2.24369e+07 nChanged 10481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131391 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -22446410.000000 Penalty: 5946.188477
	Iteration 9F: 3 clusters Score -2.244641e+07 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138490 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -22453946.000000 Penalty: 5946.188477
	Iteration 10Q: 3 clusters Score -2.245395e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142966 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -22458272.000000 Penalty: 5946.188477
	Iteration 11Q: 3 clusters Score -2.245827e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145876 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -22460826.000000 Penalty: 5946.188477
	Iteration 12Q: 3 clusters Score -2.246083e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148016 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -22462594.000000 Penalty: 5946.188477
	Iteration 13Q: 3 clusters Score -2.246259e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149704 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -22463694.000000 Penalty: 5946.188477
	Iteration 14Q: 3 clusters Score -2.246369e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151053 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -22464508.000000 Penalty: 5946.188477
	Iteration 15Q: 3 clusters Score -2.246451e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152046 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -22465064.000000 Penalty: 5946.188477
	Iteration 16Q: 3 clusters Score -2.246506e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152854 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -22465432.000000 Penalty: 5946.188477
	Iteration 17Q: 3 clusters Score -2.246543e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153532 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -22465788.000000 Penalty: 5946.188477
	Iteration 18Q: 3 clusters Score -2.246579e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154089 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -22466058.000000 Penalty: 5946.188477
	Iteration 19Q: 3 clusters Score -2.246606e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154558 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -22466236.000000 Penalty: 5946.188477
	Iteration 20F: 3 clusters Score -2.246624e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154938 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -22466414.000000 Penalty: 5946.188477
	Iteration 21Q: 3 clusters Score -2.246641e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155275 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -22466560.000000 Penalty: 5946.188477
	Iteration 22Q: 3 clusters Score -2.246656e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155567 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -22466700.000000 Penalty: 5946.188477
	Iteration 23Q: 3 clusters Score -2.24667e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155816 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -22466714.000000 Penalty: 5946.188477
	Iteration 24Q: 3 clusters Score -2.246671e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156025 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -22466762.000000 Penalty: 5946.188477
	Iteration 25Q: 3 clusters Score -2.246676e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156214 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -22466802.000000 Penalty: 5946.188477
	Iteration 26Q: 3 clusters Score -2.24668e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156380 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -22466822.000000 Penalty: 5946.188477
	Iteration 27Q: 3 clusters Score -2.246682e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156508 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -22466830.000000 Penalty: 5946.188477
	Iteration 28Q: 3 clusters Score -2.246683e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156622 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -22466846.000000 Penalty: 5946.188477
	Iteration 29Q: 3 clusters Score -2.246685e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156735 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -22466824.000000 Penalty: 5946.188477
	Iteration 30Q: 3 clusters Score -2.246682e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156834 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -22466818.000000 Penalty: 5946.188477
	Iteration 31Q: 3 clusters Score -2.246682e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156932 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -22466860.000000 Penalty: 5946.188477
	Iteration 32Q: 3 clusters Score -2.246686e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157021 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -22466830.000000 Penalty: 5946.188477
	Iteration 33Q: 3 clusters Score -2.246683e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157108 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -22466816.000000 Penalty: 5946.188477
	Iteration 34Q: 3 clusters Score -2.246682e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157184 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -22466796.000000 Penalty: 5946.188477
	Iteration 35Q: 3 clusters Score -2.24668e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157256 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -22466818.000000 Penalty: 5946.188477
	Iteration 36Q: 3 clusters Score -2.246682e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157323 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -22466840.000000 Penalty: 5946.188477
	Iteration 37Q: 3 clusters Score -2.246684e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157389 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -22466856.000000 Penalty: 5946.188477
	Iteration 38Q: 3 clusters Score -2.246686e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157454 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -22466838.000000 Penalty: 5946.188477
	Iteration 39Q: 3 clusters Score -2.246684e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157506 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -22466854.000000 Penalty: 5946.188477
	Iteration 40F: 3 clusters Score -2.246685e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157546 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -22466856.000000 Penalty: 5946.188477
	Iteration 41Q: 3 clusters Score -2.246686e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157582 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -22466886.000000 Penalty: 5946.188477
	Iteration 42Q: 3 clusters Score -2.246689e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157615 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -22466878.000000 Penalty: 5946.188477
	Iteration 43Q: 3 clusters Score -2.246688e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157646 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -22466866.000000 Penalty: 5946.188477
	Iteration 44Q: 3 clusters Score -2.246687e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157672 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -22466878.000000 Penalty: 5946.188477
	Iteration 45Q: 3 clusters Score -2.246688e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157697 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -22466858.000000 Penalty: 5946.188477
	Iteration 46Q: 3 clusters Score -2.246686e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157718 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -22466876.000000 Penalty: 5946.188477
	Iteration 47Q: 3 clusters Score -2.246688e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157737 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -22466874.000000 Penalty: 5946.188477
	Iteration 48Q: 3 clusters Score -2.246687e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157753 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -22466886.000000 Penalty: 5946.188477
	Iteration 49Q: 3 clusters Score -2.246689e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157769 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -22466884.000000 Penalty: 5946.188477
	Iteration 50Q: 3 clusters Score -2.246688e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157786 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -22466896.000000 Penalty: 5946.188477
	Iteration 51Q: 3 clusters Score -2.24669e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157806 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -22466888.000000 Penalty: 5946.188477
	Iteration 52Q: 3 clusters Score -2.246689e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157819 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -22466894.000000 Penalty: 5946.188477
	Iteration 53Q: 3 clusters Score -2.246689e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157829 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -22466900.000000 Penalty: 5946.188477
	Iteration 54Q: 3 clusters Score -2.24669e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157842 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -22466888.000000 Penalty: 5946.188477
	Iteration 55Q: 3 clusters Score -2.246689e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157857 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -22466870.000000 Penalty: 5946.188477
	Iteration 56Q: 3 clusters Score -2.246687e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157867 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -22466858.000000 Penalty: 5946.188477
	Iteration 57Q: 3 clusters Score -2.246686e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157878 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -22466854.000000 Penalty: 5946.188477
	Iteration 58Q: 3 clusters Score -2.246685e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157886 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -22466854.000000 Penalty: 5946.188477
	Iteration 59Q: 3 clusters Score -2.246685e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157893 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -22466840.000000 Penalty: 5946.188477
	Iteration 60F: 3 clusters Score -2.246684e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157900 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -22466846.000000 Penalty: 5946.188477
	Iteration 61Q: 3 clusters Score -2.246685e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157910 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -22466868.000000 Penalty: 5946.188477
	Iteration 62Q: 3 clusters Score -2.246687e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157920 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -22466858.000000 Penalty: 5946.188477
	Iteration 63Q: 3 clusters Score -2.246686e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157932 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -22466846.000000 Penalty: 5946.188477
	Iteration 64Q: 3 clusters Score -2.246685e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157943 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -22466836.000000 Penalty: 5946.188477
	Iteration 65Q: 3 clusters Score -2.246684e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157958 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -22466844.000000 Penalty: 5946.188477
	Iteration 66Q: 3 clusters Score -2.246684e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157967 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -22466840.000000 Penalty: 5946.188477
	Iteration 67Q: 3 clusters Score -2.246684e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157976 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -22466846.000000 Penalty: 5946.188477
	Iteration 68Q: 3 clusters Score -2.246685e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157981 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -22466858.000000 Penalty: 5946.188477
	Iteration 69Q: 3 clusters Score -2.246686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157982 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -22466840.000000 Penalty: 5946.188477
	Iteration 70Q: 3 clusters Score -2.246684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157986 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -22466836.000000 Penalty: 5946.188477
	Iteration 71Q: 3 clusters Score -2.246684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157989 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -22466854.000000 Penalty: 5946.188477
	Iteration 72Q: 3 clusters Score -2.246685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157992 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -22466864.000000 Penalty: 5946.188477
	Iteration 73Q: 3 clusters Score -2.246686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157993 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -22466862.000000 Penalty: 5946.188477
	Iteration 74Q: 3 clusters Score -2.246686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157994 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -22466854.000000 Penalty: 5946.188477
	Iteration 75Q: 3 clusters Score -2.246685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157996 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -22466858.000000 Penalty: 5946.188477
	Iteration 76Q: 3 clusters Score -2.246686e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157996 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -22466858.000000 Penalty: 5946.188477
	Iteration 77F: 3 clusters Score -2.246686e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -76052.375000 Penalty: 1586.851562
	Iteration 0F: 2 clusters Score -76052.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -74468.359375 Penalty: 3173.703125
	Iteration 0F: 3 clusters Score -74468.36 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -74777.351562 Penalty: 3173.703125
	Iteration 1F: 3 clusters Score -74777.35 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -74888.820312 Penalty: 3173.703125
	Iteration 2F: 3 clusters Score -74888.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -74933.234375 Penalty: 3173.703125
	Iteration 3Q: 3 clusters Score -74933.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -75009.781250 Penalty: 3173.703125
	Iteration 4Q: 3 clusters Score -75009.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -75044.882812 Penalty: 3173.703125
	Iteration 5Q: 3 clusters Score -75044.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -75064.382812 Penalty: 3173.703125
	Iteration 6Q: 3 clusters Score -75064.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -75075.781250 Penalty: 3173.703125
	Iteration 7Q: 3 clusters Score -75075.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -75082.343750 Penalty: 3173.703125
	Iteration 8Q: 3 clusters Score -75082.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -75088.203125 Penalty: 3173.703125
	Iteration 9Q: 3 clusters Score -75088.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -75091.523438 Penalty: 3173.703125
	Iteration 10Q: 3 clusters Score -75091.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -75091.523438 Penalty: 3173.703125
	Iteration 11F: 3 clusters Score -75091.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Entering Unmasked Estep 
Score: -281378.843750 Penalty: 1884.651611
	Iteration 0F: 2 clusters Score -281378.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -278775.187500 Penalty: 3769.303223
	Iteration 0F: 3 clusters Score -278775.2 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -279188.312500 Penalty: 3769.303223
	Iteration 1F: 3 clusters Score -279188.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -279294.312500 Penalty: 3769.303223
	Iteration 2F: 3 clusters Score -279294.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -279357.125000 Penalty: 3769.303223
	Iteration 3Q: 3 clusters Score -279357.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -279404.687500 Penalty: 3769.303223
	Iteration 4Q: 3 clusters Score -279404.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -279451.031250 Penalty: 3769.303223
	Iteration 5Q: 3 clusters Score -279451 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -279494.062500 Penalty: 3769.303223
	Iteration 6Q: 3 clusters Score -279494.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -279524.812500 Penalty: 3769.303223
	Iteration 7Q: 3 clusters Score -279524.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -279549.875000 Penalty: 3769.303223
	Iteration 8Q: 3 clusters Score -279549.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -279572.718750 Penalty: 3769.303223
	Iteration 9Q: 3 clusters Score -279572.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -279603.437500 Penalty: 3769.303223
	Iteration 10Q: 3 clusters Score -279603.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -279624.375000 Penalty: 3769.303223
	Iteration 11Q: 3 clusters Score -279624.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -279638.250000 Penalty: 3769.303223
	Iteration 12Q: 3 clusters Score -279638.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -279653.281250 Penalty: 3769.303223
	Iteration 13Q: 3 clusters Score -279653.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -279686.843750 Penalty: 3769.303223
	Iteration 14Q: 3 clusters Score -279686.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -279707.906250 Penalty: 3769.303223
	Iteration 15Q: 3 clusters Score -279707.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -279719.000000 Penalty: 3769.303223
	Iteration 16Q: 3 clusters Score -279719 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -279732.156250 Penalty: 3769.303223
	Iteration 17Q: 3 clusters Score -279732.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -279749.062500 Penalty: 3769.303223
	Iteration 18Q: 3 clusters Score -279749.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -279772.375000 Penalty: 3769.303223
	Iteration 19Q: 3 clusters Score -279772.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -279786.187500 Penalty: 3769.303223
	Iteration 20F: 3 clusters Score -279786.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -279794.875000 Penalty: 3769.303223
	Iteration 21Q: 3 clusters Score -279794.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -279801.343750 Penalty: 3769.303223
	Iteration 22Q: 3 clusters Score -279801.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -279806.687500 Penalty: 3769.303223
	Iteration 23Q: 3 clusters Score -279806.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -279813.062500 Penalty: 3769.303223
	Iteration 24Q: 3 clusters Score -279813.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -279817.218750 Penalty: 3769.303223
	Iteration 25Q: 3 clusters Score -279817.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -279823.375000 Penalty: 3769.303223
	Iteration 26Q: 3 clusters Score -279823.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -279828.875000 Penalty: 3769.303223
	Iteration 27Q: 3 clusters Score -279828.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -279836.062500 Penalty: 3769.303223
	Iteration 28Q: 3 clusters Score -279836.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -279838.718750 Penalty: 3769.303223
	Iteration 29Q: 3 clusters Score -279838.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -279840.687500 Penalty: 3769.303223
	Iteration 30Q: 3 clusters Score -279840.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -279844.406250 Penalty: 3769.303223
	Iteration 31Q: 3 clusters Score -279844.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -279851.218750 Penalty: 3769.303223
	Iteration 32Q: 3 clusters Score -279851.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -279864.343750 Penalty: 3769.303223
	Iteration 33Q: 3 clusters Score -279864.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -279876.250000 Penalty: 3769.303223
	Iteration 34Q: 3 clusters Score -279876.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -279885.218750 Penalty: 3769.303223
	Iteration 35Q: 3 clusters Score -279885.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -279893.843750 Penalty: 3769.303223
	Iteration 36Q: 3 clusters Score -279893.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -279903.531250 Penalty: 3769.303223
	Iteration 37Q: 3 clusters Score -279903.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -279908.187500 Penalty: 3769.303223
	Iteration 38Q: 3 clusters Score -279908.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -279912.031250 Penalty: 3769.303223
	Iteration 39Q: 3 clusters Score -279912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -279916.250000 Penalty: 3769.303223
	Iteration 40F: 3 clusters Score -279916.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -279921.750000 Penalty: 3769.303223
	Iteration 41Q: 3 clusters Score -279921.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -279923.062500 Penalty: 3769.303223
	Iteration 42Q: 3 clusters Score -279923.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -279924.656250 Penalty: 3769.303223
	Iteration 43Q: 3 clusters Score -279924.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -279927.156250 Penalty: 3769.303223
	Iteration 44Q: 3 clusters Score -279927.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -279929.468750 Penalty: 3769.303223
	Iteration 45Q: 3 clusters Score -279929.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -279931.562500 Penalty: 3769.303223
	Iteration 46Q: 3 clusters Score -279931.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -279933.125000 Penalty: 3769.303223
	Iteration 47Q: 3 clusters Score -279933.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -279933.843750 Penalty: 3769.303223
	Iteration 48Q: 3 clusters Score -279933.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -279934.750000 Penalty: 3769.303223
	Iteration 49Q: 3 clusters Score -279934.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -279936.375000 Penalty: 3769.303223
	Iteration 50Q: 3 clusters Score -279936.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -279937.125000 Penalty: 3769.303223
	Iteration 51Q: 3 clusters Score -279937.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -279940.656250 Penalty: 3769.303223
	Iteration 52Q: 3 clusters Score -279940.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -279947.343750 Penalty: 3769.303223
	Iteration 53Q: 3 clusters Score -279947.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -279950.968750 Penalty: 3769.303223
	Iteration 54Q: 3 clusters Score -279951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -279954.656250 Penalty: 3769.303223
	Iteration 55Q: 3 clusters Score -279954.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -279958.062500 Penalty: 3769.303223
	Iteration 56Q: 3 clusters Score -279958.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -279958.406250 Penalty: 3769.303223
	Iteration 57Q: 3 clusters Score -279958.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -279958.406250 Penalty: 3769.303223
	Iteration 58F: 3 clusters Score -279958.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -97046.203125 Penalty: 1674.852661
	Iteration 0F: 2 clusters Score -97046.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -95228.421875 Penalty: 3349.705322
	Iteration 0F: 3 clusters Score -95228.42 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -95745.218750 Penalty: 3349.705322
	Iteration 1F: 3 clusters Score -95745.22 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -96200.843750 Penalty: 3349.705322
	Iteration 2F: 3 clusters Score -96200.84 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -96525.078125 Penalty: 3349.705322
	Iteration 3F: 3 clusters Score -96525.08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -97015.804688 Penalty: 3349.705322
	Iteration 4F: 3 clusters Score -97015.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -97149.335938 Penalty: 3349.705322
	Iteration 5Q: 3 clusters Score -97149.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -97239.218750 Penalty: 3349.705322
	Iteration 6Q: 3 clusters Score -97239.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -97301.835938 Penalty: 3349.705322
	Iteration 7Q: 3 clusters Score -97301.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -97325.203125 Penalty: 3349.705322
	Iteration 8Q: 3 clusters Score -97325.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -97338.234375 Penalty: 3349.705322
	Iteration 9Q: 3 clusters Score -97338.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -97349.492188 Penalty: 3349.705322
	Iteration 10Q: 3 clusters Score -97349.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -97357.210938 Penalty: 3349.705322
	Iteration 11Q: 3 clusters Score -97357.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -97362.625000 Penalty: 3349.705322
	Iteration 12Q: 3 clusters Score -97362.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -97362.625000 Penalty: 3349.705322
	Iteration 13F: 3 clusters Score -97362.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103476 members 
Mstep: Class 2 contains 35106 members 
Mstep: Class 3 contains 32694 members 
Mstep: Class 4 contains 116249 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169939 members 
Mstep: Class 7 contains 32706 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68184 members 
Mstep: Class 10 contains 7978 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160859 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 280 members 
Mstep: Class 17 contains 24251 members 
Mstep: Class 18 contains 20868 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102231 members 
Mstep: Class 22 contains 8718 members 
Mstep: Class 23 contains 633 members 
Mstep: Class 24 contains 15066 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Mstep: Class 29 contains 577 members 
Entering Unmasked Estep 
Score: -132686752.000000 Penalty: 99075.648438
Splitting cluster 16 changes total score from -132688272.000000 to -132686752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (24251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Entering Unmasked Estep 
Score: -3445684.500000 Penalty: 2503.860840
	Iteration 0F: 2 clusters Score -3445684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -3428780.750000 Penalty: 5007.721680
	Iteration 0F: 3 clusters Score -3428781 nChanged 10922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -3434643.500000 Penalty: 5007.721680
	Iteration 1F: 3 clusters Score -3434644 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -3435018.250000 Penalty: 5007.721680
	Iteration 2Q: 3 clusters Score -3435018 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -3435329.750000 Penalty: 5007.721680
	Iteration 3Q: 3 clusters Score -3435330 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -3435611.500000 Penalty: 5007.721680
	Iteration 4Q: 3 clusters Score -3435612 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -3435889.250000 Penalty: 5007.721680
	Iteration 5Q: 3 clusters Score -3435889 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -3436142.750000 Penalty: 5007.721680
	Iteration 6Q: 3 clusters Score -3436143 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -3436480.250000 Penalty: 5007.721680
	Iteration 7Q: 3 clusters Score -3436480 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -3436877.500000 Penalty: 5007.721680
	Iteration 8Q: 3 clusters Score -3436878 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -3437409.000000 Penalty: 5007.721680
	Iteration 9Q: 3 clusters Score -3437409 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -3438135.000000 Penalty: 5007.721680
	Iteration 10Q: 3 clusters Score -3438135 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -3439025.000000 Penalty: 5007.721680
	Iteration 11F: 3 clusters Score -3439025 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -3439942.250000 Penalty: 5007.721680
	Iteration 12F: 3 clusters Score -3439942 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -3440785.000000 Penalty: 5007.721680
	Iteration 13Q: 3 clusters Score -3440785 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -3441434.500000 Penalty: 5007.721680
	Iteration 14Q: 3 clusters Score -3441434 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -3441953.250000 Penalty: 5007.721680
	Iteration 15Q: 3 clusters Score -3441953 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3442384.000000 Penalty: 5007.721680
	Iteration 16Q: 3 clusters Score -3442384 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3442695.500000 Penalty: 5007.721680
	Iteration 17Q: 3 clusters Score -3442696 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3442924.250000 Penalty: 5007.721680
	Iteration 18Q: 3 clusters Score -3442924 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3443098.250000 Penalty: 5007.721680
	Iteration 19Q: 3 clusters Score -3443098 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3443225.750000 Penalty: 5007.721680
	Iteration 20F: 3 clusters Score -3443226 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3443296.000000 Penalty: 5007.721680
	Iteration 21Q: 3 clusters Score -3443296 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3443351.250000 Penalty: 5007.721680
	Iteration 22Q: 3 clusters Score -3443351 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3443396.750000 Penalty: 5007.721680
	Iteration 23Q: 3 clusters Score -3443397 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3443431.250000 Penalty: 5007.721680
	Iteration 24Q: 3 clusters Score -3443431 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3443461.500000 Penalty: 5007.721680
	Iteration 25Q: 3 clusters Score -3443462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3443480.500000 Penalty: 5007.721680
	Iteration 26Q: 3 clusters Score -3443480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3443496.000000 Penalty: 5007.721680
	Iteration 27Q: 3 clusters Score -3443496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3443503.500000 Penalty: 5007.721680
	Iteration 28Q: 3 clusters Score -3443504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3443525.750000 Penalty: 5007.721680
	Iteration 29Q: 3 clusters Score -3443526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3443535.000000 Penalty: 5007.721680
	Iteration 30Q: 3 clusters Score -3443535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3443542.250000 Penalty: 5007.721680
	Iteration 31Q: 3 clusters Score -3443542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3443548.750000 Penalty: 5007.721680
	Iteration 32Q: 3 clusters Score -3443549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3443553.500000 Penalty: 5007.721680
	Iteration 33Q: 3 clusters Score -3443554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3443552.500000 Penalty: 5007.721680
	Iteration 34Q: 3 clusters Score -3443552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3443553.000000 Penalty: 5007.721680
	Iteration 35Q: 3 clusters Score -3443553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3443553.000000 Penalty: 5007.721680
	Iteration 36F: 3 clusters Score -3443553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Entering Unmasked Estep 
Score: -2944083.250000 Penalty: 2466.601074
	Iteration 0F: 2 clusters Score -2944083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2929566.500000 Penalty: 4933.202148
	Iteration 0F: 3 clusters Score -2929566 nChanged 9048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -2934441.250000 Penalty: 4933.202148
	Iteration 1F: 3 clusters Score -2934441 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -2934838.750000 Penalty: 4933.202148
	Iteration 2F: 3 clusters Score -2934839 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2935139.750000 Penalty: 4933.202148
	Iteration 3Q: 3 clusters Score -2935140 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -2935419.000000 Penalty: 4933.202148
	Iteration 4Q: 3 clusters Score -2935419 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2935650.500000 Penalty: 4933.202148
	Iteration 5Q: 3 clusters Score -2935650 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2935882.250000 Penalty: 4933.202148
	Iteration 6Q: 3 clusters Score -2935882 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2936089.500000 Penalty: 4933.202148
	Iteration 7Q: 3 clusters Score -2936090 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -2936268.000000 Penalty: 4933.202148
	Iteration 8Q: 3 clusters Score -2936268 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -2936437.250000 Penalty: 4933.202148
	Iteration 9Q: 3 clusters Score -2936437 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -2936658.750000 Penalty: 4933.202148
	Iteration 10Q: 3 clusters Score -2936659 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2936897.000000 Penalty: 4933.202148
	Iteration 11Q: 3 clusters Score -2936897 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2937228.500000 Penalty: 4933.202148
	Iteration 12Q: 3 clusters Score -2937228 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -2937582.000000 Penalty: 4933.202148
	Iteration 13Q: 3 clusters Score -2937582 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -2938030.250000 Penalty: 4933.202148
	Iteration 14Q: 3 clusters Score -2938030 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -2938525.500000 Penalty: 4933.202148
	Iteration 15Q: 3 clusters Score -2938526 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -2939040.000000 Penalty: 4933.202148
	Iteration 16Q: 3 clusters Score -2939040 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -2939553.750000 Penalty: 4933.202148
	Iteration 17Q: 3 clusters Score -2939554 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -2940072.250000 Penalty: 4933.202148
	Iteration 18Q: 3 clusters Score -2940072 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -2940532.750000 Penalty: 4933.202148
	Iteration 19Q: 3 clusters Score -2940533 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -2940917.250000 Penalty: 4933.202148
	Iteration 20F: 3 clusters Score -2940917 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -2941204.000000 Penalty: 4933.202148
	Iteration 21Q: 3 clusters Score -2941204 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -2941423.000000 Penalty: 4933.202148
	Iteration 22Q: 3 clusters Score -2941423 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -2941577.750000 Penalty: 4933.202148
	Iteration 23Q: 3 clusters Score -2941578 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -2941671.250000 Penalty: 4933.202148
	Iteration 24Q: 3 clusters Score -2941671 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -2941740.000000 Penalty: 4933.202148
	Iteration 25Q: 3 clusters Score -2941740 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -2941785.250000 Penalty: 4933.202148
	Iteration 26Q: 3 clusters Score -2941785 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -2941823.500000 Penalty: 4933.202148
	Iteration 27Q: 3 clusters Score -2941824 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -2941857.000000 Penalty: 4933.202148
	Iteration 28Q: 3 clusters Score -2941857 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -2941880.000000 Penalty: 4933.202148
	Iteration 29Q: 3 clusters Score -2941880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -2941898.750000 Penalty: 4933.202148
	Iteration 30Q: 3 clusters Score -2941899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -2941925.250000 Penalty: 4933.202148
	Iteration 31Q: 3 clusters Score -2941925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -2941927.750000 Penalty: 4933.202148
	Iteration 32Q: 3 clusters Score -2941928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -2941938.000000 Penalty: 4933.202148
	Iteration 33Q: 3 clusters Score -2941938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -2941949.500000 Penalty: 4933.202148
	Iteration 34Q: 3 clusters Score -2941950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -2941951.250000 Penalty: 4933.202148
	Iteration 35Q: 3 clusters Score -2941951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -2941951.250000 Penalty: 4933.202148
	Iteration 36F: 3 clusters Score -2941951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -88619.976562 Penalty: 1605.907349
	Iteration 0F: 2 clusters Score -88619.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -86959.109375 Penalty: 3211.814697
	Iteration 0F: 3 clusters Score -86959.11 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -87146.500000 Penalty: 3211.814697
	Iteration 1F: 3 clusters Score -87146.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -87197.492188 Penalty: 3211.814697
	Iteration 2Q: 3 clusters Score -87197.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -87215.960938 Penalty: 3211.814697
	Iteration 3Q: 3 clusters Score -87215.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -87229.625000 Penalty: 3211.814697
	Iteration 4Q: 3 clusters Score -87229.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -87240.289062 Penalty: 3211.814697
	Iteration 5Q: 3 clusters Score -87240.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -87243.507812 Penalty: 3211.814697
	Iteration 6Q: 3 clusters Score -87243.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -87244.750000 Penalty: 3211.814697
	Iteration 7Q: 3 clusters Score -87244.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -87246.601562 Penalty: 3211.814697
	Iteration 8Q: 3 clusters Score -87246.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -87246.601562 Penalty: 3211.814697
	Iteration 9F: 3 clusters Score -87246.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Entering Unmasked Estep 
Score: -347483.437500 Penalty: 1942.044067
	Iteration 0F: 2 clusters Score -347483.4 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 1259 members 
Entering Unmasked Estep 
Score: -344521.343750 Penalty: 3884.088135
	Iteration 0F: 3 clusters Score -344521.3 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -345082.218750 Penalty: 3884.088135
	Iteration 1F: 3 clusters Score -345082.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -345281.375000 Penalty: 3884.088135
	Iteration 2F: 3 clusters Score -345281.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -345399.500000 Penalty: 3884.088135
	Iteration 3F: 3 clusters Score -345399.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -345493.312500 Penalty: 3884.088135
	Iteration 4Q: 3 clusters Score -345493.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -345548.218750 Penalty: 3884.088135
	Iteration 5Q: 3 clusters Score -345548.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -345582.843750 Penalty: 3884.088135
	Iteration 6Q: 3 clusters Score -345582.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -345606.125000 Penalty: 3884.088135
	Iteration 7Q: 3 clusters Score -345606.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -345627.093750 Penalty: 3884.088135
	Iteration 8Q: 3 clusters Score -345627.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -345643.593750 Penalty: 3884.088135
	Iteration 9Q: 3 clusters Score -345643.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -345660.531250 Penalty: 3884.088135
	Iteration 10Q: 3 clusters Score -345660.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -345677.187500 Penalty: 3884.088135
	Iteration 11Q: 3 clusters Score -345677.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -345689.656250 Penalty: 3884.088135
	Iteration 12Q: 3 clusters Score -345689.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -345702.562500 Penalty: 3884.088135
	Iteration 13Q: 3 clusters Score -345702.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -345712.968750 Penalty: 3884.088135
	Iteration 14Q: 3 clusters Score -345713 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -345720.500000 Penalty: 3884.088135
	Iteration 15Q: 3 clusters Score -345720.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -345726.375000 Penalty: 3884.088135
	Iteration 16Q: 3 clusters Score -345726.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -345733.781250 Penalty: 3884.088135
	Iteration 17Q: 3 clusters Score -345733.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -345746.250000 Penalty: 3884.088135
	Iteration 18Q: 3 clusters Score -345746.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -345762.281250 Penalty: 3884.088135
	Iteration 19Q: 3 clusters Score -345762.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -345774.468750 Penalty: 3884.088135
	Iteration 20F: 3 clusters Score -345774.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -345788.343750 Penalty: 3884.088135
	Iteration 21Q: 3 clusters Score -345788.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -345799.156250 Penalty: 3884.088135
	Iteration 22Q: 3 clusters Score -345799.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -345808.343750 Penalty: 3884.088135
	Iteration 23Q: 3 clusters Score -345808.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -345818.093750 Penalty: 3884.088135
	Iteration 24Q: 3 clusters Score -345818.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -345827.468750 Penalty: 3884.088135
	Iteration 25Q: 3 clusters Score -345827.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -345833.343750 Penalty: 3884.088135
	Iteration 26Q: 3 clusters Score -345833.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -345839.375000 Penalty: 3884.088135
	Iteration 27Q: 3 clusters Score -345839.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -345844.750000 Penalty: 3884.088135
	Iteration 28Q: 3 clusters Score -345844.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -345850.000000 Penalty: 3884.088135
	Iteration 29Q: 3 clusters Score -345850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -345854.750000 Penalty: 3884.088135
	Iteration 30Q: 3 clusters Score -345854.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -345857.593750 Penalty: 3884.088135
	Iteration 31Q: 3 clusters Score -345857.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -345860.281250 Penalty: 3884.088135
	Iteration 32Q: 3 clusters Score -345860.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -345864.562500 Penalty: 3884.088135
	Iteration 33Q: 3 clusters Score -345864.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -345869.656250 Penalty: 3884.088135
	Iteration 34Q: 3 clusters Score -345869.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -345873.000000 Penalty: 3884.088135
	Iteration 35Q: 3 clusters Score -345873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -345875.375000 Penalty: 3884.088135
	Iteration 36Q: 3 clusters Score -345875.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -345880.093750 Penalty: 3884.088135
	Iteration 37Q: 3 clusters Score -345880.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -345888.343750 Penalty: 3884.088135
	Iteration 38Q: 3 clusters Score -345888.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -345896.906250 Penalty: 3884.088135
	Iteration 39Q: 3 clusters Score -345896.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -345903.843750 Penalty: 3884.088135
	Iteration 40F: 3 clusters Score -345903.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -345910.312500 Penalty: 3884.088135
	Iteration 41Q: 3 clusters Score -345910.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -345917.375000 Penalty: 3884.088135
	Iteration 42Q: 3 clusters Score -345917.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -345922.281250 Penalty: 3884.088135
	Iteration 43Q: 3 clusters Score -345922.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -345925.687500 Penalty: 3884.088135
	Iteration 44Q: 3 clusters Score -345925.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -345931.593750 Penalty: 3884.088135
	Iteration 45Q: 3 clusters Score -345931.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -345937.937500 Penalty: 3884.088135
	Iteration 46Q: 3 clusters Score -345937.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -345945.687500 Penalty: 3884.088135
	Iteration 47Q: 3 clusters Score -345945.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -345957.531250 Penalty: 3884.088135
	Iteration 48Q: 3 clusters Score -345957.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -345971.343750 Penalty: 3884.088135
	Iteration 49Q: 3 clusters Score -345971.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -345986.062500 Penalty: 3884.088135
	Iteration 50Q: 3 clusters Score -345986.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -345993.750000 Penalty: 3884.088135
	Iteration 51Q: 3 clusters Score -345993.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -345998.375000 Penalty: 3884.088135
	Iteration 52Q: 3 clusters Score -345998.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -346003.906250 Penalty: 3884.088135
	Iteration 53Q: 3 clusters Score -346003.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -346008.437500 Penalty: 3884.088135
	Iteration 54Q: 3 clusters Score -346008.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -346014.156250 Penalty: 3884.088135
	Iteration 55Q: 3 clusters Score -346014.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -346024.343750 Penalty: 3884.088135
	Iteration 56Q: 3 clusters Score -346024.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -346032.625000 Penalty: 3884.088135
	Iteration 57Q: 3 clusters Score -346032.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -346047.093750 Penalty: 3884.088135
	Iteration 58Q: 3 clusters Score -346047.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -346062.937500 Penalty: 3884.088135
	Iteration 59Q: 3 clusters Score -346062.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -346076.156250 Penalty: 3884.088135
	Iteration 60F: 3 clusters Score -346076.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -346086.406250 Penalty: 3884.088135
	Iteration 61Q: 3 clusters Score -346086.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -346095.250000 Penalty: 3884.088135
	Iteration 62Q: 3 clusters Score -346095.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -346105.031250 Penalty: 3884.088135
	Iteration 63Q: 3 clusters Score -346105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -346115.937500 Penalty: 3884.088135
	Iteration 64Q: 3 clusters Score -346115.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -346122.000000 Penalty: 3884.088135
	Iteration 65Q: 3 clusters Score -346122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -346129.656250 Penalty: 3884.088135
	Iteration 66Q: 3 clusters Score -346129.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -346138.343750 Penalty: 3884.088135
	Iteration 67Q: 3 clusters Score -346138.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -346142.531250 Penalty: 3884.088135
	Iteration 68Q: 3 clusters Score -346142.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -346145.843750 Penalty: 3884.088135
	Iteration 69Q: 3 clusters Score -346145.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -346149.812500 Penalty: 3884.088135
	Iteration 70Q: 3 clusters Score -346149.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -346153.750000 Penalty: 3884.088135
	Iteration 71Q: 3 clusters Score -346153.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -346158.312500 Penalty: 3884.088135
	Iteration 72Q: 3 clusters Score -346158.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -346162.281250 Penalty: 3884.088135
	Iteration 73Q: 3 clusters Score -346162.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -346164.625000 Penalty: 3884.088135
	Iteration 74Q: 3 clusters Score -346164.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -346166.343750 Penalty: 3884.088135
	Iteration 75Q: 3 clusters Score -346166.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -346167.187500 Penalty: 3884.088135
	Iteration 76Q: 3 clusters Score -346167.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -346167.187500 Penalty: 3884.088135
	Iteration 77F: 3 clusters Score -346167.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (102231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102231 members 
Entering Unmasked Estep 
Score: -14474902.000000 Penalty: 2860.677490
	Iteration 0F: 2 clusters Score -1.44749e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 50996 members 
Entering Unmasked Estep 
Score: -14407093.000000 Penalty: 5721.354980
	Iteration 0F: 3 clusters Score -1.440709e+07 nChanged 48419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53886 members 
Mstep: Class 2 contains 48345 members 
Entering Unmasked Estep 
Score: -14435234.000000 Penalty: 5721.354980
	Iteration 1F: 3 clusters Score -1.443523e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55501 members 
Mstep: Class 2 contains 46730 members 
Entering Unmasked Estep 
Score: -14436149.000000 Penalty: 5721.354980
	Iteration 2Q: 3 clusters Score -1.443615e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57834 members 
Mstep: Class 2 contains 44397 members 
Entering Unmasked Estep 
Score: -14437485.000000 Penalty: 5721.354980
	Iteration 3Q: 3 clusters Score -1.443748e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61289 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -14439284.000000 Penalty: 5721.354980
	Iteration 4Q: 3 clusters Score -1.443928e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66071 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -14442577.000000 Penalty: 5721.354980
	Iteration 5F: 3 clusters Score -1.444258e+07 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72239 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -14447667.000000 Penalty: 5721.354980
	Iteration 6F: 3 clusters Score -1.444767e+07 nChanged 8273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79572 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -14454768.000000 Penalty: 5721.354980
	Iteration 7F: 3 clusters Score -1.445477e+07 nChanged 7568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86446 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -14461800.000000 Penalty: 5721.354980
	Iteration 8F: 3 clusters Score -1.44618e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91014 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -14466850.000000 Penalty: 5721.354980
	Iteration 9Q: 3 clusters Score -1.446685e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93405 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -14469779.000000 Penalty: 5721.354980
	Iteration 10Q: 3 clusters Score -1.446978e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94600 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -14471054.000000 Penalty: 5721.354980
	Iteration 11Q: 3 clusters Score -1.447105e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95392 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -14471658.000000 Penalty: 5721.354980
	Iteration 12Q: 3 clusters Score -1.447166e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96079 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -14472026.000000 Penalty: 5721.354980
	Iteration 13Q: 3 clusters Score -1.447203e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96641 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -14472333.000000 Penalty: 5721.354980
	Iteration 14Q: 3 clusters Score -1.447233e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97100 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -14472519.000000 Penalty: 5721.354980
	Iteration 15Q: 3 clusters Score -1.447252e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97454 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -14472624.000000 Penalty: 5721.354980
	Iteration 16Q: 3 clusters Score -1.447262e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97744 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -14472772.000000 Penalty: 5721.354980
	Iteration 17Q: 3 clusters Score -1.447277e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98002 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -14472865.000000 Penalty: 5721.354980
	Iteration 18Q: 3 clusters Score -1.447286e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98212 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -14472952.000000 Penalty: 5721.354980
	Iteration 19Q: 3 clusters Score -1.447295e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98412 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -14472997.000000 Penalty: 5721.354980
	Iteration 20F: 3 clusters Score -1.4473e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98582 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -14473090.000000 Penalty: 5721.354980
	Iteration 21Q: 3 clusters Score -1.447309e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98735 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -14473140.000000 Penalty: 5721.354980
	Iteration 22Q: 3 clusters Score -1.447314e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98891 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -14473197.000000 Penalty: 5721.354980
	Iteration 23Q: 3 clusters Score -1.44732e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99029 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -14473252.000000 Penalty: 5721.354980
	Iteration 24Q: 3 clusters Score -1.447325e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99155 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -14473287.000000 Penalty: 5721.354980
	Iteration 25Q: 3 clusters Score -1.447329e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99257 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -14473338.000000 Penalty: 5721.354980
	Iteration 26Q: 3 clusters Score -1.447334e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99351 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -14473347.000000 Penalty: 5721.354980
	Iteration 27Q: 3 clusters Score -1.447335e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99436 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -14473364.000000 Penalty: 5721.354980
	Iteration 28Q: 3 clusters Score -1.447336e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99502 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -14473409.000000 Penalty: 5721.354980
	Iteration 29Q: 3 clusters Score -1.447341e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99569 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -14473415.000000 Penalty: 5721.354980
	Iteration 30Q: 3 clusters Score -1.447342e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99620 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -14473433.000000 Penalty: 5721.354980
	Iteration 31Q: 3 clusters Score -1.447343e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99680 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -14473449.000000 Penalty: 5721.354980
	Iteration 32Q: 3 clusters Score -1.447345e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99722 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -14473442.000000 Penalty: 5721.354980
	Iteration 33Q: 3 clusters Score -1.447344e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99762 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -14473429.000000 Penalty: 5721.354980
	Iteration 34Q: 3 clusters Score -1.447343e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99799 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -14473446.000000 Penalty: 5721.354980
	Iteration 35Q: 3 clusters Score -1.447345e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99829 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -14473454.000000 Penalty: 5721.354980
	Iteration 36Q: 3 clusters Score -1.447345e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99855 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -14473450.000000 Penalty: 5721.354980
	Iteration 37Q: 3 clusters Score -1.447345e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99875 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -14473465.000000 Penalty: 5721.354980
	Iteration 38Q: 3 clusters Score -1.447346e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99889 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -14473465.000000 Penalty: 5721.354980
	Iteration 39Q: 3 clusters Score -1.447346e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99897 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -14473464.000000 Penalty: 5721.354980
	Iteration 40F: 3 clusters Score -1.447346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99902 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -14473473.000000 Penalty: 5721.354980
	Iteration 41Q: 3 clusters Score -1.447347e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99913 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -14473482.000000 Penalty: 5721.354980
	Iteration 42Q: 3 clusters Score -1.447348e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99924 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -14473478.000000 Penalty: 5721.354980
	Iteration 43Q: 3 clusters Score -1.447348e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99937 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -14473488.000000 Penalty: 5721.354980
	Iteration 44Q: 3 clusters Score -1.447349e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99950 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -14473491.000000 Penalty: 5721.354980
	Iteration 45Q: 3 clusters Score -1.447349e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99957 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -14473496.000000 Penalty: 5721.354980
	Iteration 46Q: 3 clusters Score -1.44735e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99963 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -14473492.000000 Penalty: 5721.354980
	Iteration 47Q: 3 clusters Score -1.447349e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99970 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -14473472.000000 Penalty: 5721.354980
	Iteration 48Q: 3 clusters Score -1.447347e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99979 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -14473486.000000 Penalty: 5721.354980
	Iteration 49Q: 3 clusters Score -1.447349e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99989 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -14473481.000000 Penalty: 5721.354980
	Iteration 50Q: 3 clusters Score -1.447348e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100002 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -14473469.000000 Penalty: 5721.354980
	Iteration 51Q: 3 clusters Score -1.447347e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100010 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -14473456.000000 Penalty: 5721.354980
	Iteration 52Q: 3 clusters Score -1.447346e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100019 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -14473465.000000 Penalty: 5721.354980
	Iteration 53Q: 3 clusters Score -1.447346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100025 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -14473470.000000 Penalty: 5721.354980
	Iteration 54Q: 3 clusters Score -1.447347e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100032 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -14473457.000000 Penalty: 5721.354980
	Iteration 55Q: 3 clusters Score -1.447346e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100040 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -14473455.000000 Penalty: 5721.354980
	Iteration 56Q: 3 clusters Score -1.447346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100044 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -14473450.000000 Penalty: 5721.354980
	Iteration 57Q: 3 clusters Score -1.447345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100044 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -14473453.000000 Penalty: 5721.354980
	Iteration 58Q: 3 clusters Score -1.447345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100045 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -14473448.000000 Penalty: 5721.354980
	Iteration 59Q: 3 clusters Score -1.447345e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100045 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -14473448.000000 Penalty: 5721.354980
	Iteration 60F: 3 clusters Score -1.447345e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Entering Unmasked Estep 
Score: -1244745.000000 Penalty: 2250.139893
	Iteration 0F: 2 clusters Score -1244745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1237919.750000 Penalty: 4500.279785
	Iteration 0F: 3 clusters Score -1237920 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1239794.625000 Penalty: 4500.279785
	Iteration 1F: 3 clusters Score -1239795 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1240102.000000 Penalty: 4500.279785
	Iteration 2F: 3 clusters Score -1240102 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1240318.500000 Penalty: 4500.279785
	Iteration 3F: 3 clusters Score -1240318 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1240501.000000 Penalty: 4500.279785
	Iteration 4Q: 3 clusters Score -1240501 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1240659.375000 Penalty: 4500.279785
	Iteration 5Q: 3 clusters Score -1240659 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1240824.250000 Penalty: 4500.279785
	Iteration 6Q: 3 clusters Score -1240824 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1241000.250000 Penalty: 4500.279785
	Iteration 7Q: 3 clusters Score -1241000 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1241192.875000 Penalty: 4500.279785
	Iteration 8Q: 3 clusters Score -1241193 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1241383.750000 Penalty: 4500.279785
	Iteration 9Q: 3 clusters Score -1241384 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1241557.625000 Penalty: 4500.279785
	Iteration 10Q: 3 clusters Score -1241558 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1241731.625000 Penalty: 4500.279785
	Iteration 11Q: 3 clusters Score -1241732 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1241892.750000 Penalty: 4500.279785
	Iteration 12Q: 3 clusters Score -1241893 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1242061.375000 Penalty: 4500.279785
	Iteration 13Q: 3 clusters Score -1242061 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1242204.500000 Penalty: 4500.279785
	Iteration 14Q: 3 clusters Score -1242204 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1242345.875000 Penalty: 4500.279785
	Iteration 15Q: 3 clusters Score -1242346 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1242449.625000 Penalty: 4500.279785
	Iteration 16Q: 3 clusters Score -1242450 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1242535.750000 Penalty: 4500.279785
	Iteration 17Q: 3 clusters Score -1242536 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1242595.000000 Penalty: 4500.279785
	Iteration 18Q: 3 clusters Score -1242595 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1242637.500000 Penalty: 4500.279785
	Iteration 19Q: 3 clusters Score -1242638 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1242674.375000 Penalty: 4500.279785
	Iteration 20F: 3 clusters Score -1242674 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1242706.000000 Penalty: 4500.279785
	Iteration 21Q: 3 clusters Score -1242706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1242730.625000 Penalty: 4500.279785
	Iteration 22Q: 3 clusters Score -1242731 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1242759.500000 Penalty: 4500.279785
	Iteration 23Q: 3 clusters Score -1242760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1242777.000000 Penalty: 4500.279785
	Iteration 24Q: 3 clusters Score -1242777 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1242796.000000 Penalty: 4500.279785
	Iteration 25Q: 3 clusters Score -1242796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1242809.375000 Penalty: 4500.279785
	Iteration 26Q: 3 clusters Score -1242809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1242819.625000 Penalty: 4500.279785
	Iteration 27Q: 3 clusters Score -1242820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1242824.625000 Penalty: 4500.279785
	Iteration 28Q: 3 clusters Score -1242825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1242829.375000 Penalty: 4500.279785
	Iteration 29Q: 3 clusters Score -1242829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1242833.750000 Penalty: 4500.279785
	Iteration 30Q: 3 clusters Score -1242834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1242834.875000 Penalty: 4500.279785
	Iteration 31Q: 3 clusters Score -1242835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1242834.375000 Penalty: 4500.279785
	Iteration 32Q: 3 clusters Score -1242834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1242837.250000 Penalty: 4500.279785
	Iteration 33Q: 3 clusters Score -1242837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1242837.750000 Penalty: 4500.279785
	Iteration 34Q: 3 clusters Score -1242838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1242841.750000 Penalty: 4500.279785
	Iteration 35Q: 3 clusters Score -1242842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1242847.375000 Penalty: 4500.279785
	Iteration 36Q: 3 clusters Score -1242847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1242850.250000 Penalty: 4500.279785
	Iteration 37Q: 3 clusters Score -1242850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1242852.750000 Penalty: 4500.279785
	Iteration 38Q: 3 clusters Score -1242853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1242852.625000 Penalty: 4500.279785
	Iteration 39Q: 3 clusters Score -1242853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1242855.500000 Penalty: 4500.279785
	Iteration 40F: 3 clusters Score -1242856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1242854.625000 Penalty: 4500.279785
	Iteration 41Q: 3 clusters Score -1242855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1242856.750000 Penalty: 4500.279785
	Iteration 42Q: 3 clusters Score -1242857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1242856.750000 Penalty: 4500.279785
	Iteration 43F: 3 clusters Score -1242857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -76221.687500 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -76221.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -74624.125000 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -74624.12 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -74951.867188 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -74951.87 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -75165.554688 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -75165.55 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -75531.507812 Penalty: 3199.433350
	Iteration 3F: 3 clusters Score -75531.51 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -75928.351562 Penalty: 3199.433350
	Iteration 4F: 3 clusters Score -75928.35 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -76170.015625 Penalty: 3199.433350
	Iteration 5F: 3 clusters Score -76170.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -76317.195312 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -76317.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -76371.335938 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -76371.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -76383.320312 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -76383.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -76392.867188 Penalty: 3199.433350
	Iteration 9Q: 3 clusters Score -76392.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -76409.484375 Penalty: 3199.433350
	Iteration 10Q: 3 clusters Score -76409.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -76422.765625 Penalty: 3199.433350
	Iteration 11Q: 3 clusters Score -76422.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -76450.929688 Penalty: 3199.433350
	Iteration 12Q: 3 clusters Score -76450.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -76464.460938 Penalty: 3199.433350
	Iteration 13Q: 3 clusters Score -76464.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -76466.468750 Penalty: 3199.433350
	Iteration 14Q: 3 clusters Score -76466.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -76470.781250 Penalty: 3199.433350
	Iteration 15Q: 3 clusters Score -76470.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -76475.078125 Penalty: 3199.433350
	Iteration 16Q: 3 clusters Score -76475.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -76475.078125 Penalty: 3199.433350
	Iteration 17F: 3 clusters Score -76475.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 103476 members 
Mstep: Class 2 contains 35106 members 
Mstep: Class 3 contains 32694 members 
Mstep: Class 4 contains 116249 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 169939 members 
Mstep: Class 7 contains 32706 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 68184 members 
Mstep: Class 10 contains 7978 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 160859 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 24251 members 
Mstep: Class 18 contains 20868 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 102231 members 
Mstep: Class 22 contains 8718 members 
Mstep: Class 23 contains 240 members 
Mstep: Class 24 contains 15066 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 109 members 
Mstep: Class 29 contains 393 members 
Entering Unmasked Estep 
Score: -132686664.000000 Penalty: 99075.648438
Splitting cluster 23 changes total score from -132688272.000000 to -132686664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (15066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Entering Unmasked Estep 
Score: -2137257.750000 Penalty: 2385.808350
	Iteration 0F: 2 clusters Score -2137258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -2126236.500000 Penalty: 4771.616699
	Iteration 0F: 3 clusters Score -2126236 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -2129790.500000 Penalty: 4771.616699
	Iteration 1F: 3 clusters Score -2129790 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -2130143.750000 Penalty: 4771.616699
	Iteration 2F: 3 clusters Score -2130144 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2130454.250000 Penalty: 4771.616699
	Iteration 3Q: 3 clusters Score -2130454 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -2130752.500000 Penalty: 4771.616699
	Iteration 4Q: 3 clusters Score -2130752 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -2131051.750000 Penalty: 4771.616699
	Iteration 5Q: 3 clusters Score -2131052 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -2131419.750000 Penalty: 4771.616699
	Iteration 6Q: 3 clusters Score -2131420 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -2131950.500000 Penalty: 4771.616699
	Iteration 7F: 3 clusters Score -2131950 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -2132627.750000 Penalty: 4771.616699
	Iteration 8F: 3 clusters Score -2132628 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -2133312.000000 Penalty: 4771.616699
	Iteration 9F: 3 clusters Score -2133312 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -2133922.500000 Penalty: 4771.616699
	Iteration 10Q: 3 clusters Score -2133922 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -2134467.500000 Penalty: 4771.616699
	Iteration 11Q: 3 clusters Score -2134468 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -2134848.750000 Penalty: 4771.616699
	Iteration 12Q: 3 clusters Score -2134849 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -2135055.000000 Penalty: 4771.616699
	Iteration 13Q: 3 clusters Score -2135055 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2135180.500000 Penalty: 4771.616699
	Iteration 14Q: 3 clusters Score -2135180 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -2135247.500000 Penalty: 4771.616699
	Iteration 15Q: 3 clusters Score -2135248 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -2135290.500000 Penalty: 4771.616699
	Iteration 16Q: 3 clusters Score -2135290 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -2135323.000000 Penalty: 4771.616699
	Iteration 17Q: 3 clusters Score -2135323 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -2135343.250000 Penalty: 4771.616699
	Iteration 18Q: 3 clusters Score -2135343 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -2135352.500000 Penalty: 4771.616699
	Iteration 19Q: 3 clusters Score -2135352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2135364.000000 Penalty: 4771.616699
	Iteration 20F: 3 clusters Score -2135364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -2135370.000000 Penalty: 4771.616699
	Iteration 21Q: 3 clusters Score -2135370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -2135375.500000 Penalty: 4771.616699
	Iteration 22Q: 3 clusters Score -2135376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -2135382.250000 Penalty: 4771.616699
	Iteration 23Q: 3 clusters Score -2135382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -2135390.750000 Penalty: 4771.616699
	Iteration 24Q: 3 clusters Score -2135391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -2135393.000000 Penalty: 4771.616699
	Iteration 25Q: 3 clusters Score -2135393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -2135396.750000 Penalty: 4771.616699
	Iteration 26Q: 3 clusters Score -2135397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -2135399.500000 Penalty: 4771.616699
	Iteration 27Q: 3 clusters Score -2135400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -2135399.250000 Penalty: 4771.616699
	Iteration 28Q: 3 clusters Score -2135399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -2135397.750000 Penalty: 4771.616699
	Iteration 29Q: 3 clusters Score -2135398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -2135401.250000 Penalty: 4771.616699
	Iteration 30Q: 3 clusters Score -2135401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -2135400.500000 Penalty: 4771.616699
	Iteration 31Q: 3 clusters Score -2135400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -2135400.500000 Penalty: 4771.616699
	Iteration 32F: 3 clusters Score -2135400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -16338.313477 Penalty: 1270.743042
	Iteration 0F: 2 clusters Score -16338.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -15301.136719 Penalty: 2541.486084
	Iteration 0F: 3 clusters Score -15301.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -15382.508789 Penalty: 2541.486084
	Iteration 1F: 3 clusters Score -15382.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -15441.948242 Penalty: 2541.486084
	Iteration 2Q: 3 clusters Score -15441.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -15518.938477 Penalty: 2541.486084
	Iteration 3Q: 3 clusters Score -15518.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -15533.078125 Penalty: 2541.486084
	Iteration 4Q: 3 clusters Score -15533.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -15536.312500 Penalty: 2541.486084
	Iteration 5Q: 3 clusters Score -15536.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -15536.312500 Penalty: 2541.486084
	Iteration 6F: 3 clusters Score -15536.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -79918.375000 Penalty: 1584.779663
	Iteration 0F: 2 clusters Score -79918.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -78304.007812 Penalty: 3169.559326
	Iteration 0F: 3 clusters Score -78304.01 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -78508.140625 Penalty: 3169.559326
	Iteration 1F: 3 clusters Score -78508.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -78581.976562 Penalty: 3169.559326
	Iteration 2Q: 3 clusters Score -78581.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -78607.140625 Penalty: 3169.559326
	Iteration 3Q: 3 clusters Score -78607.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -78639.156250 Penalty: 3169.559326
	Iteration 4Q: 3 clusters Score -78639.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -78657.390625 Penalty: 3169.559326
	Iteration 5Q: 3 clusters Score -78657.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -78660.328125 Penalty: 3169.559326
	Iteration 6Q: 3 clusters Score -78660.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -78662.039062 Penalty: 3169.559326
	Iteration 7Q: 3 clusters Score -78662.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -78666.093750 Penalty: 3169.559326
	Iteration 8Q: 3 clusters Score -78666.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -78670.242188 Penalty: 3169.559326
	Iteration 9Q: 3 clusters Score -78670.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -78676.164062 Penalty: 3169.559326
	Iteration 10Q: 3 clusters Score -78676.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -78678.578125 Penalty: 3169.559326
	Iteration 11Q: 3 clusters Score -78678.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -78678.578125 Penalty: 3169.559326
	Iteration 12F: 3 clusters Score -78678.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -40719.484375 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -40719.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39414.468750 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -39414.47 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39669.003906 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -39669 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39834.480469 Penalty: 2923.623779
	Iteration 2F: 3 clusters Score -39834.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -39982.539062 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -39982.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -40065.160156 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -40065.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -40309.574219 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -40309.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -40330.570312 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -40330.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -40343.101562 Penalty: 2923.623779
	Iteration 7Q: 3 clusters Score -40343.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -40361.593750 Penalty: 2923.623779
	Iteration 8Q: 3 clusters Score -40361.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -40383.980469 Penalty: 2923.623779
	Iteration 9Q: 3 clusters Score -40383.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -40399.652344 Penalty: 2923.623779
	Iteration 10Q: 3 clusters Score -40399.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -40402.308594 Penalty: 2923.623779
	Iteration 11Q: 3 clusters Score -40402.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -40406.941406 Penalty: 2923.623779
	Iteration 12Q: 3 clusters Score -40406.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -40411.968750 Penalty: 2923.623779
	Iteration 13Q: 3 clusters Score -40411.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -40423.121094 Penalty: 2923.623779
	Iteration 14Q: 3 clusters Score -40423.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -40428.277344 Penalty: 2923.623779
	Iteration 15Q: 3 clusters Score -40428.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -40442.722656 Penalty: 2923.623779
	Iteration 16Q: 3 clusters Score -40442.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -40461.125000 Penalty: 2923.623779
	Iteration 17Q: 3 clusters Score -40461.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -40468.507812 Penalty: 2923.623779
	Iteration 18Q: 3 clusters Score -40468.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -40468.507812 Penalty: 2923.623779
	Iteration 19F: 3 clusters Score -40468.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Entering Unmasked Estep 
Score: -11172.271484 Penalty: 1163.454346
	Iteration 0F: 2 clusters Score -11172.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -10337.930664 Penalty: 2326.908691
	Iteration 0F: 3 clusters Score -10337.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -10342.315430 Penalty: 2326.908691
	Iteration 1Q: 3 clusters Score -10342.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -10342.315430 Penalty: 2326.908691
	Iteration 2F: 3 clusters Score -10342.32 nChanged 0
--- Evaluating fit on full set of 2883241 points ---
Entering Unmasked Estep 
Score: -391950080.000000 Penalty: 103288.015625
20->29 Clusters: Score -391950080.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 961080 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48388 members 
Mstep: Class 2 contains 47750 members 
Mstep: Class 3 contains 48180 members 
Mstep: Class 4 contains 47741 members 
Mstep: Class 5 contains 47916 members 
Mstep: Class 6 contains 47882 members 
Mstep: Class 7 contains 48116 members 
Mstep: Class 8 contains 48117 members 
Mstep: Class 9 contains 48050 members 
Mstep: Class 10 contains 48273 members 
Mstep: Class 11 contains 48231 members 
Mstep: Class 12 contains 48605 members 
Mstep: Class 13 contains 47595 members 
Mstep: Class 14 contains 48039 members 
Mstep: Class 15 contains 48146 members 
Mstep: Class 16 contains 47997 members 
Mstep: Class 17 contains 47699 members 
Mstep: Class 18 contains 48067 members 
Mstep: Class 19 contains 48302 members 
Mstep: Class 20 contains 47986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 335.726868 but Gain 3416.398438
Score: -126864624.000000 Penalty: 64911.632812
Iteration 0F: 20 clusters Score -1.268646e+08 nChanged 910940
Entering Unmasked Mstep 
Mstep: Class 0 contains 2526 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 14261 members 
Mstep: Class 3 contains 13211 members 
Mstep: Class 4 contains 6590 members 
Mstep: Class 5 contains 7509 members 
Mstep: Class 6 contains 14379 members 
Mstep: Class 7 contains 29422 members 
Mstep: Class 8 contains 413118 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 78246 members 
Mstep: Class 11 contains 29569 members 
Mstep: Class 12 contains 33235 members 
Mstep: Class 13 contains 33527 members 
Mstep: Class 14 contains 11815 members 
Mstep: Class 15 contains 30799 members 
Mstep: Class 16 contains 9674 members 
Mstep: Class 18 contains 29483 members 
Mstep: Class 19 contains 167101 members 
Mstep: Class 20 contains 26534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1067.094604 but Gain 3416.402344
Score: -130683704.000000 Penalty: 61495.230469
Iteration 1F: 19 clusters Score -1.306837e+08 nChanged 349994
Entering Unmasked Mstep 
Mstep: Class 0 contains 2579 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 8169 members 
Mstep: Class 3 contains 14913 members 
Mstep: Class 5 contains 2578 members 
Mstep: Class 6 contains 9751 members 
Mstep: Class 7 contains 23836 members 
Mstep: Class 8 contains 341311 members 
Mstep: Class 9 contains 2358 members 
Mstep: Class 10 contains 107831 members 
Mstep: Class 11 contains 24099 members 
Mstep: Class 12 contains 41639 members 
Mstep: Class 13 contains 24166 members 
Mstep: Class 14 contains 3539 members 
Mstep: Class 15 contains 26183 members 
Mstep: Class 16 contains 6116 members 
Mstep: Class 18 contains 19818 members 
Mstep: Class 19 contains 284863 members 
Mstep: Class 20 contains 16182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2606.340576 but Gain 3416.402344
Score: -131182528.000000 Penalty: 58078.828125
Iteration 2F: 18 clusters Score -1.311825e+08 nChanged 249709
Entering Unmasked Mstep 
Mstep: Class 0 contains 2463 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 4950 members 
Mstep: Class 3 contains 16317 members 
Mstep: Class 5 contains 1731 members 
Mstep: Class 6 contains 10432 members 
Mstep: Class 7 contains 21339 members 
Mstep: Class 8 contains 275055 members 
Mstep: Class 9 contains 2590 members 
Mstep: Class 10 contains 140487 members 
Mstep: Class 11 contains 18136 members 
Mstep: Class 12 contains 60737 members 
Mstep: Class 13 contains 21737 members 
Mstep: Class 15 contains 25954 members 
Mstep: Class 16 contains 5070 members 
Mstep: Class 18 contains 12753 members 
Mstep: Class 19 contains 328825 members 
Mstep: Class 20 contains 12219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -131515024.000000 Penalty: 58078.828125
Iteration 3F: 18 clusters Score -1.31515e+08 nChanged 188968
Entering Unmasked Mstep 
Mstep: Class 0 contains 2133 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3536 members 
Mstep: Class 3 contains 14224 members 
Mstep: Class 5 contains 1486 members 
Mstep: Class 6 contains 13968 members 
Mstep: Class 7 contains 21568 members 
Mstep: Class 8 contains 250329 members 
Mstep: Class 9 contains 2745 members 
Mstep: Class 10 contains 172126 members 
Mstep: Class 11 contains 14564 members 
Mstep: Class 12 contains 79385 members 
Mstep: Class 13 contains 20448 members 
Mstep: Class 15 contains 30761 members 
Mstep: Class 16 contains 4442 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 311350 members 
Mstep: Class 20 contains 9121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2943.159668 but Gain 3416.402344
Score: -131756360.000000 Penalty: 54662.425781
Iteration 4F: 17 clusters Score -1.317564e+08 nChanged 139538
Entering Unmasked Mstep 
Mstep: Class 0 contains 1645 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 3 contains 10150 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 6 contains 18459 members 
Mstep: Class 7 contains 23685 members 
Mstep: Class 8 contains 234225 members 
Mstep: Class 9 contains 2703 members 
Mstep: Class 10 contains 198423 members 
Mstep: Class 11 contains 11657 members 
Mstep: Class 12 contains 93152 members 
Mstep: Class 13 contains 20742 members 
Mstep: Class 15 contains 35256 members 
Mstep: Class 16 contains 3754 members 
Mstep: Class 18 contains 6279 members 
Mstep: Class 19 contains 292029 members 
Mstep: Class 20 contains 6606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 3238.403320 but Gain 3416.402344
Score: -131936600.000000 Penalty: 51246.023438
Iteration 5F: 16 clusters Score -1.319366e+08 nChanged 121359
Entering Unmasked Mstep 
Mstep: Class 0 contains 1033 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 3 contains 6256 members 
Mstep: Class 5 contains 1251 members 
Mstep: Class 6 contains 23422 members 
Mstep: Class 7 contains 27927 members 
Mstep: Class 8 contains 217038 members 
Mstep: Class 9 contains 2647 members 
Mstep: Class 10 contains 217544 members 
Mstep: Class 11 contains 9428 members 
Mstep: Class 12 contains 105107 members 
Mstep: Class 13 contains 22633 members 
Mstep: Class 15 contains 38953 members 
Mstep: Class 18 contains 5863 members 
Mstep: Class 19 contains 275503 members 
Mstep: Class 20 contains 4858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132046872.000000 Penalty: 51246.023438
Iteration 6F: 16 clusters Score -1.320469e+08 nChanged 97725
Entering Unmasked Mstep 
Mstep: Class 0 contains 473 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 5 contains 1248 members 
Mstep: Class 6 contains 28676 members 
Mstep: Class 7 contains 33088 members 
Mstep: Class 8 contains 209441 members 
Mstep: Class 9 contains 2620 members 
Mstep: Class 10 contains 212344 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 116006 members 
Mstep: Class 13 contains 27622 members 
Mstep: Class 15 contains 42642 members 
Mstep: Class 18 contains 6305 members 
Mstep: Class 19 contains 262800 members 
Mstep: Class 20 contains 3890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132175072.000000 Penalty: 51246.023438
Iteration 7F: 16 clusters Score -1.321751e+08 nChanged 73900
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 3 contains 2708 members 
Mstep: Class 5 contains 1299 members 
Mstep: Class 6 contains 33971 members 
Mstep: Class 7 contains 38845 members 
Mstep: Class 8 contains 206444 members 
Mstep: Class 9 contains 2605 members 
Mstep: Class 10 contains 198421 members 
Mstep: Class 11 contains 7249 members 
Mstep: Class 12 contains 126631 members 
Mstep: Class 13 contains 35115 members 
Mstep: Class 15 contains 46300 members 
Mstep: Class 18 contains 7002 members 
Mstep: Class 19 contains 248526 members 
Mstep: Class 20 contains 3315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132264736.000000 Penalty: 51246.023438
Iteration 8F: 16 clusters Score -1.322647e+08 nChanged 64895
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 38936 members 
Mstep: Class 7 contains 44194 members 
Mstep: Class 8 contains 201389 members 
Mstep: Class 9 contains 2581 members 
Mstep: Class 10 contains 188683 members 
Mstep: Class 11 contains 6477 members 
Mstep: Class 12 contains 136120 members 
Mstep: Class 13 contains 42618 members 
Mstep: Class 15 contains 50101 members 
Mstep: Class 18 contains 7470 members 
Mstep: Class 19 contains 232244 members 
Mstep: Class 20 contains 2925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132346920.000000 Penalty: 51246.023438
Iteration 9F: 16 clusters Score -1.323469e+08 nChanged 59706
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 3 contains 4624 members 
Mstep: Class 5 contains 1534 members 
Mstep: Class 6 contains 43443 members 
Mstep: Class 7 contains 48458 members 
Mstep: Class 8 contains 195556 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 183566 members 
Mstep: Class 11 contains 5756 members 
Mstep: Class 12 contains 144759 members 
Mstep: Class 13 contains 48244 members 
Mstep: Class 15 contains 53748 members 
Mstep: Class 18 contains 7698 members 
Mstep: Class 19 contains 215860 members 
Mstep: Class 20 contains 2637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132410128.000000 Penalty: 51246.023438
Iteration 10F: 16 clusters Score -1.324101e+08 nChanged 53261
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 3 contains 6103 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 47444 members 
Mstep: Class 7 contains 51501 members 
Mstep: Class 8 contains 190766 members 
Mstep: Class 9 contains 2501 members 
Mstep: Class 10 contains 179817 members 
Mstep: Class 11 contains 5148 members 
Mstep: Class 12 contains 153600 members 
Mstep: Class 13 contains 51808 members 
Mstep: Class 15 contains 56498 members 
Mstep: Class 18 contains 7836 members 
Mstep: Class 19 contains 201258 members 
Mstep: Class 20 contains 2445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132457080.000000 Penalty: 51246.023438
Iteration 11F: 16 clusters Score -1.324571e+08 nChanged 46408
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 3 contains 7566 members 
Mstep: Class 5 contains 1863 members 
Mstep: Class 6 contains 50930 members 
Mstep: Class 7 contains 53082 members 
Mstep: Class 8 contains 187327 members 
Mstep: Class 9 contains 2431 members 
Mstep: Class 10 contains 175218 members 
Mstep: Class 11 contains 4585 members 
Mstep: Class 12 contains 162640 members 
Mstep: Class 13 contains 54018 members 
Mstep: Class 15 contains 58035 members 
Mstep: Class 18 contains 8026 members 
Mstep: Class 19 contains 190355 members 
Mstep: Class 20 contains 2356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132491968.000000 Penalty: 51246.023438
Iteration 12Q: 16 clusters Score -1.32492e+08 nChanged 41157
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 3 contains 9065 members 
Mstep: Class 5 contains 1975 members 
Mstep: Class 6 contains 54024 members 
Mstep: Class 7 contains 53779 members 
Mstep: Class 8 contains 184570 members 
Mstep: Class 9 contains 2331 members 
Mstep: Class 10 contains 170886 members 
Mstep: Class 11 contains 4085 members 
Mstep: Class 12 contains 171891 members 
Mstep: Class 13 contains 55580 members 
Mstep: Class 15 contains 58382 members 
Mstep: Class 18 contains 8115 members 
Mstep: Class 19 contains 181381 members 
Mstep: Class 20 contains 2369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132517200.000000 Penalty: 51246.023438
Iteration 13Q: 16 clusters Score -1.325172e+08 nChanged 37722
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 3 contains 10478 members 
Mstep: Class 5 contains 2050 members 
Mstep: Class 6 contains 56725 members 
Mstep: Class 7 contains 53504 members 
Mstep: Class 8 contains 182389 members 
Mstep: Class 9 contains 2216 members 
Mstep: Class 10 contains 166916 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 181522 members 
Mstep: Class 13 contains 56828 members 
Mstep: Class 15 contains 57579 members 
Mstep: Class 18 contains 8105 members 
Mstep: Class 19 contains 174109 members 
Mstep: Class 20 contains 2425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132534032.000000 Penalty: 51246.023438
Iteration 14Q: 16 clusters Score -1.32534e+08 nChanged 35639
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 3 contains 11938 members 
Mstep: Class 5 contains 2118 members 
Mstep: Class 6 contains 59244 members 
Mstep: Class 7 contains 52816 members 
Mstep: Class 8 contains 180663 members 
Mstep: Class 9 contains 2079 members 
Mstep: Class 10 contains 163251 members 
Mstep: Class 11 contains 3103 members 
Mstep: Class 12 contains 190711 members 
Mstep: Class 13 contains 57956 members 
Mstep: Class 15 contains 55897 members 
Mstep: Class 18 contains 7995 members 
Mstep: Class 19 contains 168131 members 
Mstep: Class 20 contains 2530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 3276.680664 but Gain 3416.398438
Score: -132543280.000000 Penalty: 47829.625000
Iteration 15Q: 15 clusters Score -1.325433e+08 nChanged 37211
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 3 contains 13385 members 
Mstep: Class 5 contains 2162 members 
Mstep: Class 6 contains 61815 members 
Mstep: Class 7 contains 51861 members 
Mstep: Class 8 contains 179443 members 
Mstep: Class 9 contains 1942 members 
Mstep: Class 10 contains 161291 members 
Mstep: Class 12 contains 199235 members 
Mstep: Class 13 contains 58998 members 
Mstep: Class 15 contains 54059 members 
Mstep: Class 18 contains 8074 members 
Mstep: Class 19 contains 163526 members 
Mstep: Class 20 contains 2642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132551496.000000 Penalty: 47829.625000
Iteration 16Q: 15 clusters Score -1.325515e+08 nChanged 32598
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 3 contains 14821 members 
Mstep: Class 5 contains 2184 members 
Mstep: Class 6 contains 63963 members 
Mstep: Class 7 contains 50890 members 
Mstep: Class 8 contains 177525 members 
Mstep: Class 9 contains 1796 members 
Mstep: Class 10 contains 158368 members 
Mstep: Class 12 contains 206055 members 
Mstep: Class 13 contains 60048 members 
Mstep: Class 15 contains 52140 members 
Mstep: Class 18 contains 7923 members 
Mstep: Class 19 contains 159945 members 
Mstep: Class 20 contains 2775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132553176.000000 Penalty: 47829.625000
Iteration 17Q: 15 clusters Score -1.325532e+08 nChanged 30039
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 3 contains 16223 members 
Mstep: Class 5 contains 2191 members 
Mstep: Class 6 contains 65938 members 
Mstep: Class 7 contains 49885 members 
Mstep: Class 8 contains 175710 members 
Mstep: Class 9 contains 1661 members 
Mstep: Class 10 contains 156059 members 
Mstep: Class 12 contains 211022 members 
Mstep: Class 13 contains 61034 members 
Mstep: Class 15 contains 50474 members 
Mstep: Class 18 contains 7822 members 
Mstep: Class 19 contains 157508 members 
Mstep: Class 20 contains 2906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132553400.000000 Penalty: 47829.625000
Iteration 18Q: 15 clusters Score -1.325534e+08 nChanged 26960
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 3 contains 17589 members 
Mstep: Class 5 contains 2200 members 
Mstep: Class 6 contains 67744 members 
Mstep: Class 7 contains 48918 members 
Mstep: Class 8 contains 174461 members 
Mstep: Class 9 contains 1520 members 
Mstep: Class 10 contains 153951 members 
Mstep: Class 12 contains 213924 members 
Mstep: Class 13 contains 61999 members 
Mstep: Class 15 contains 49086 members 
Mstep: Class 18 contains 7841 members 
Mstep: Class 19 contains 156158 members 
Mstep: Class 20 contains 3042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132552088.000000 Penalty: 47829.625000
Iteration 19Q: 15 clusters Score -1.325521e+08 nChanged 23620
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 3 contains 18845 members 
Mstep: Class 5 contains 2206 members 
Mstep: Class 6 contains 69530 members 
Mstep: Class 7 contains 48017 members 
Mstep: Class 8 contains 173534 members 
Mstep: Class 9 contains 1416 members 
Mstep: Class 10 contains 152369 members 
Mstep: Class 12 contains 214963 members 
Mstep: Class 13 contains 62862 members 
Mstep: Class 15 contains 47952 members 
Mstep: Class 18 contains 7932 members 
Mstep: Class 19 contains 155660 members 
Mstep: Class 20 contains 3148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132551376.000000 Penalty: 47829.625000
Iteration 20F: 15 clusters Score -1.325514e+08 nChanged 20707
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 3 contains 19983 members 
Mstep: Class 5 contains 2206 members 
Mstep: Class 6 contains 71261 members 
Mstep: Class 7 contains 47163 members 
Mstep: Class 8 contains 172681 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 151437 members 
Mstep: Class 12 contains 214855 members 
Mstep: Class 13 contains 63662 members 
Mstep: Class 15 contains 46996 members 
Mstep: Class 18 contains 8130 members 
Mstep: Class 19 contains 155496 members 
Mstep: Class 20 contains 3334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132554408.000000 Penalty: 47829.625000
Iteration 21Q: 15 clusters Score -1.325544e+08 nChanged 18876
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 3 contains 20985 members 
Mstep: Class 5 contains 2210 members 
Mstep: Class 6 contains 72993 members 
Mstep: Class 7 contains 46326 members 
Mstep: Class 8 contains 171778 members 
Mstep: Class 9 contains 1053 members 
Mstep: Class 10 contains 151293 members 
Mstep: Class 12 contains 213944 members 
Mstep: Class 13 contains 64379 members 
Mstep: Class 15 contains 46119 members 
Mstep: Class 18 contains 8488 members 
Mstep: Class 19 contains 155353 members 
Mstep: Class 20 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132557472.000000 Penalty: 47829.625000
Iteration 22Q: 15 clusters Score -1.325575e+08 nChanged 17440
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 3 contains 21871 members 
Mstep: Class 5 contains 2218 members 
Mstep: Class 6 contains 74743 members 
Mstep: Class 7 contains 45380 members 
Mstep: Class 8 contains 170784 members 
Mstep: Class 9 contains 917 members 
Mstep: Class 10 contains 151778 members 
Mstep: Class 12 contains 212493 members 
Mstep: Class 13 contains 64976 members 
Mstep: Class 15 contains 45304 members 
Mstep: Class 18 contains 9074 members 
Mstep: Class 19 contains 155247 members 
Mstep: Class 20 contains 3650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132561208.000000 Penalty: 47829.625000
Iteration 23Q: 15 clusters Score -1.325612e+08 nChanged 16781
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 3 contains 22667 members 
Mstep: Class 5 contains 2216 members 
Mstep: Class 6 contains 76412 members 
Mstep: Class 7 contains 44438 members 
Mstep: Class 8 contains 169600 members 
Mstep: Class 9 contains 842 members 
Mstep: Class 10 contains 152781 members 
Mstep: Class 12 contains 210783 members 
Mstep: Class 13 contains 65526 members 
Mstep: Class 15 contains 44524 members 
Mstep: Class 18 contains 9808 members 
Mstep: Class 19 contains 155109 members 
Mstep: Class 20 contains 3729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132566624.000000 Penalty: 47829.625000
Iteration 24Q: 15 clusters Score -1.325666e+08 nChanged 16788
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 3 contains 23387 members 
Mstep: Class 5 contains 2206 members 
Mstep: Class 6 contains 78013 members 
Mstep: Class 7 contains 43358 members 
Mstep: Class 8 contains 168216 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 154276 members 
Mstep: Class 12 contains 208941 members 
Mstep: Class 13 contains 66018 members 
Mstep: Class 15 contains 43722 members 
Mstep: Class 18 contains 10760 members 
Mstep: Class 19 contains 154964 members 
Mstep: Class 20 contains 3784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132574672.000000 Penalty: 47829.625000
Iteration 25Q: 15 clusters Score -1.325747e+08 nChanged 17301
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 3 contains 24005 members 
Mstep: Class 5 contains 2207 members 
Mstep: Class 6 contains 79577 members 
Mstep: Class 7 contains 42174 members 
Mstep: Class 8 contains 166562 members 
Mstep: Class 9 contains 755 members 
Mstep: Class 10 contains 156253 members 
Mstep: Class 12 contains 207117 members 
Mstep: Class 13 contains 66437 members 
Mstep: Class 15 contains 43005 members 
Mstep: Class 18 contains 11868 members 
Mstep: Class 19 contains 154660 members 
Mstep: Class 20 contains 3815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132583368.000000 Penalty: 47829.625000
Iteration 26Q: 15 clusters Score -1.325834e+08 nChanged 17734
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 3 contains 24511 members 
Mstep: Class 5 contains 2201 members 
Mstep: Class 6 contains 81036 members 
Mstep: Class 7 contains 40959 members 
Mstep: Class 8 contains 164488 members 
Mstep: Class 9 contains 732 members 
Mstep: Class 10 contains 159134 members 
Mstep: Class 12 contains 205330 members 
Mstep: Class 13 contains 66841 members 
Mstep: Class 15 contains 42276 members 
Mstep: Class 18 contains 12919 members 
Mstep: Class 19 contains 154172 members 
Mstep: Class 20 contains 3836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132593200.000000 Penalty: 47829.625000
Iteration 27Q: 15 clusters Score -1.325932e+08 nChanged 18567
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 3 contains 24976 members 
Mstep: Class 5 contains 2201 members 
Mstep: Class 6 contains 82392 members 
Mstep: Class 7 contains 39759 members 
Mstep: Class 8 contains 162149 members 
Mstep: Class 9 contains 709 members 
Mstep: Class 10 contains 162867 members 
Mstep: Class 12 contains 203627 members 
Mstep: Class 13 contains 67229 members 
Mstep: Class 15 contains 41511 members 
Mstep: Class 18 contains 13904 members 
Mstep: Class 19 contains 153253 members 
Mstep: Class 20 contains 3858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132603096.000000 Penalty: 47829.625000
Iteration 28Q: 15 clusters Score -1.326031e+08 nChanged 18323
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 3 contains 25470 members 
Mstep: Class 5 contains 2196 members 
Mstep: Class 6 contains 83659 members 
Mstep: Class 7 contains 38624 members 
Mstep: Class 8 contains 160022 members 
Mstep: Class 9 contains 685 members 
Mstep: Class 10 contains 166641 members 
Mstep: Class 12 contains 201995 members 
Mstep: Class 13 contains 67516 members 
Mstep: Class 15 contains 40781 members 
Mstep: Class 18 contains 14783 members 
Mstep: Class 19 contains 152182 members 
Mstep: Class 20 contains 3881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132609568.000000 Penalty: 47829.625000
Iteration 29Q: 15 clusters Score -1.326096e+08 nChanged 17754
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 3 contains 25921 members 
Mstep: Class 5 contains 2185 members 
Mstep: Class 6 contains 84980 members 
Mstep: Class 7 contains 37548 members 
Mstep: Class 8 contains 158232 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 170124 members 
Mstep: Class 12 contains 200475 members 
Mstep: Class 13 contains 67763 members 
Mstep: Class 15 contains 40019 members 
Mstep: Class 18 contains 15523 members 
Mstep: Class 19 contains 151099 members 
Mstep: Class 20 contains 3901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132612928.000000 Penalty: 47829.625000
Iteration 30Q: 15 clusters Score -1.326129e+08 nChanged 16642
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 3 contains 26349 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 6 contains 86283 members 
Mstep: Class 7 contains 36766 members 
Mstep: Class 8 contains 156723 members 
Mstep: Class 9 contains 652 members 
Mstep: Class 10 contains 172889 members 
Mstep: Class 12 contains 199080 members 
Mstep: Class 13 contains 68000 members 
Mstep: Class 15 contains 39314 members 
Mstep: Class 18 contains 16108 members 
Mstep: Class 19 contains 150174 members 
Mstep: Class 20 contains 3918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132614944.000000 Penalty: 47829.625000
Iteration 31Q: 15 clusters Score -1.326149e+08 nChanged 15039
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 3 contains 26784 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 6 contains 87639 members 
Mstep: Class 7 contains 36031 members 
Mstep: Class 8 contains 155615 members 
Mstep: Class 9 contains 633 members 
Mstep: Class 10 contains 174980 members 
Mstep: Class 12 contains 197850 members 
Mstep: Class 13 contains 68226 members 
Mstep: Class 15 contains 38548 members 
Mstep: Class 18 contains 16527 members 
Mstep: Class 19 contains 149489 members 
Mstep: Class 20 contains 3934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132615144.000000 Penalty: 47829.625000
Iteration 32Q: 15 clusters Score -1.326151e+08 nChanged 13264
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 3 contains 27217 members 
Mstep: Class 5 contains 2180 members 
Mstep: Class 6 contains 88984 members 
Mstep: Class 7 contains 35485 members 
Mstep: Class 8 contains 154615 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 176578 members 
Mstep: Class 12 contains 196816 members 
Mstep: Class 13 contains 68467 members 
Mstep: Class 15 contains 37806 members 
Mstep: Class 18 contains 16786 members 
Mstep: Class 19 contains 148940 members 
Mstep: Class 20 contains 3948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132614568.000000 Penalty: 47829.625000
Iteration 33Q: 15 clusters Score -1.326146e+08 nChanged 11536
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 3 contains 27595 members 
Mstep: Class 5 contains 2184 members 
Mstep: Class 6 contains 90399 members 
Mstep: Class 7 contains 34990 members 
Mstep: Class 8 contains 153520 members 
Mstep: Class 9 contains 597 members 
Mstep: Class 10 contains 177880 members 
Mstep: Class 12 contains 195960 members 
Mstep: Class 13 contains 68663 members 
Mstep: Class 15 contains 37090 members 
Mstep: Class 18 contains 16973 members 
Mstep: Class 19 contains 148623 members 
Mstep: Class 20 contains 3961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132614184.000000 Penalty: 47829.625000
Iteration 34Q: 15 clusters Score -1.326142e+08 nChanged 10164
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 3 contains 27925 members 
Mstep: Class 5 contains 2191 members 
Mstep: Class 6 contains 91848 members 
Mstep: Class 7 contains 34523 members 
Mstep: Class 8 contains 152548 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 178868 members 
Mstep: Class 12 contains 195284 members 
Mstep: Class 13 contains 68867 members 
Mstep: Class 15 contains 36392 members 
Mstep: Class 18 contains 17073 members 
Mstep: Class 19 contains 148355 members 
Mstep: Class 20 contains 3965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132613488.000000 Penalty: 47829.625000
Iteration 35Q: 15 clusters Score -1.326135e+08 nChanged 8929
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 3 contains 28231 members 
Mstep: Class 5 contains 2194 members 
Mstep: Class 6 contains 93291 members 
Mstep: Class 7 contains 34100 members 
Mstep: Class 8 contains 151694 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 179600 members 
Mstep: Class 12 contains 194837 members 
Mstep: Class 13 contains 69004 members 
Mstep: Class 15 contains 35681 members 
Mstep: Class 18 contains 17183 members 
Mstep: Class 19 contains 148059 members 
Mstep: Class 20 contains 3965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132612384.000000 Penalty: 47829.625000
Iteration 36Q: 15 clusters Score -1.326124e+08 nChanged 7869
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 3 contains 28510 members 
Mstep: Class 5 contains 2194 members 
Mstep: Class 6 contains 94811 members 
Mstep: Class 7 contains 33679 members 
Mstep: Class 8 contains 150954 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 180166 members 
Mstep: Class 12 contains 194544 members 
Mstep: Class 13 contains 69111 members 
Mstep: Class 15 contains 34942 members 
Mstep: Class 18 contains 17250 members 
Mstep: Class 19 contains 147711 members 
Mstep: Class 20 contains 3966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132611408.000000 Penalty: 47829.625000
Iteration 37Q: 15 clusters Score -1.326114e+08 nChanged 7265
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 3 contains 28798 members 
Mstep: Class 5 contains 2188 members 
Mstep: Class 6 contains 96348 members 
Mstep: Class 7 contains 33283 members 
Mstep: Class 8 contains 150286 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 180653 members 
Mstep: Class 12 contains 194266 members 
Mstep: Class 13 contains 69216 members 
Mstep: Class 15 contains 34212 members 
Mstep: Class 18 contains 17318 members 
Mstep: Class 19 contains 147304 members 
Mstep: Class 20 contains 3966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132611368.000000 Penalty: 47829.625000
Iteration 38Q: 15 clusters Score -1.326114e+08 nChanged 6843
Entering ConstructFrom: 
Score: -132611368.000000 Penalty: 47829.625000
Entering ConstructFrom: 
Trying to split cluster 1 (2604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Entering Unmasked Estep 
Score: -258072.593750 Penalty: 1950.471313
	Iteration 0F: 2 clusters Score -258072.6 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 1272 members 
Entering Unmasked Estep 
Score: -255699.921875 Penalty: 3900.942627
	Iteration 0F: 3 clusters Score -255699.9 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -261609.796875 Penalty: 3900.942627
	Iteration 1F: 3 clusters Score -261609.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -267401.812500 Penalty: 3900.942627
	Iteration 2F: 3 clusters Score -267401.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -270762.062500 Penalty: 3900.942627
	Iteration 3F: 3 clusters Score -270762.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -272957.968750 Penalty: 3900.942627
	Iteration 4Q: 3 clusters Score -272958 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -273634.437500 Penalty: 3900.942627
	Iteration 5Q: 3 clusters Score -273634.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -275057.968750 Penalty: 3900.942627
	Iteration 6Q: 3 clusters Score -275058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -275506.468750 Penalty: 3900.942627
	Iteration 7Q: 3 clusters Score -275506.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -275566.468750 Penalty: 3900.942627
	Iteration 8Q: 3 clusters Score -275566.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -275679.468750 Penalty: 3900.942627
	Iteration 9Q: 3 clusters Score -275679.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -275756.375000 Penalty: 3900.942627
	Iteration 10Q: 3 clusters Score -275756.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -275868.750000 Penalty: 3900.942627
	Iteration 11Q: 3 clusters Score -275868.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -275915.687500 Penalty: 3900.942627
	Iteration 12Q: 3 clusters Score -275915.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -276000.156250 Penalty: 3900.942627
	Iteration 13F: 3 clusters Score -276000.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -276144.500000 Penalty: 3900.942627
	Iteration 14Q: 3 clusters Score -276144.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -276299.687500 Penalty: 3900.942627
	Iteration 15Q: 3 clusters Score -276299.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -276367.593750 Penalty: 3900.942627
	Iteration 16Q: 3 clusters Score -276367.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -276374.250000 Penalty: 3900.942627
	Iteration 17Q: 3 clusters Score -276374.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -276468.906250 Penalty: 3900.942627
	Iteration 18F: 3 clusters Score -276468.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -276738.437500 Penalty: 3900.942627
	Iteration 19Q: 3 clusters Score -276738.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -277251.750000 Penalty: 3900.942627
	Iteration 20F: 3 clusters Score -277251.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -278042.656250 Penalty: 3900.942627
	Iteration 21Q: 3 clusters Score -278042.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -278042.656250 Penalty: 3900.942627
	Iteration 22F: 3 clusters Score -278042.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1322 members 
Mstep: Class 3 contains 29050 members 
Mstep: Class 5 contains 2183 members 
Mstep: Class 6 contains 97908 members 
Mstep: Class 7 contains 32839 members 
Mstep: Class 8 contains 149692 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 181035 members 
Mstep: Class 12 contains 194063 members 
Mstep: Class 13 contains 69325 members 
Mstep: Class 15 contains 33483 members 
Mstep: Class 18 contains 17383 members 
Mstep: Class 19 contains 146909 members 
Mstep: Class 20 contains 3968 members 
Entering Unmasked Estep 
Score: -132629360.000000 Penalty: 51246.023438
Splitting cluster 1 changes total score from -132611368.000000 to -132629360.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (29050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Entering Unmasked Estep 
Score: -3922308.000000 Penalty: 2548.639893
	Iteration 0F: 2 clusters Score -3922308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -3902552.500000 Penalty: 5097.279785
	Iteration 0F: 3 clusters Score -3902552 nChanged 13022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -3910915.000000 Penalty: 5097.279785
	Iteration 1F: 3 clusters Score -3910915 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -3913706.500000 Penalty: 5097.279785
	Iteration 2F: 3 clusters Score -3913706 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -3916632.750000 Penalty: 5097.279785
	Iteration 3F: 3 clusters Score -3916633 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -3919028.500000 Penalty: 5097.279785
	Iteration 4F: 3 clusters Score -3919028 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -3920929.500000 Penalty: 5097.279785
	Iteration 5F: 3 clusters Score -3920930 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -3922509.000000 Penalty: 5097.279785
	Iteration 6F: 3 clusters Score -3922509 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -3923616.000000 Penalty: 5097.279785
	Iteration 7F: 3 clusters Score -3923616 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -3924369.000000 Penalty: 5097.279785
	Iteration 8Q: 3 clusters Score -3924369 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -3924773.250000 Penalty: 5097.279785
	Iteration 9Q: 3 clusters Score -3924773 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -3925016.750000 Penalty: 5097.279785
	Iteration 10Q: 3 clusters Score -3925017 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -3925132.500000 Penalty: 5097.279785
	Iteration 11Q: 3 clusters Score -3925132 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -3925182.750000 Penalty: 5097.279785
	Iteration 12Q: 3 clusters Score -3925183 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -3925234.250000 Penalty: 5097.279785
	Iteration 13Q: 3 clusters Score -3925234 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -3925255.250000 Penalty: 5097.279785
	Iteration 14Q: 3 clusters Score -3925255 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -3925272.000000 Penalty: 5097.279785
	Iteration 15Q: 3 clusters Score -3925272 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -3925287.250000 Penalty: 5097.279785
	Iteration 16Q: 3 clusters Score -3925287 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -3925274.250000 Penalty: 5097.279785
	Iteration 17Q: 3 clusters Score -3925274 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -3925274.500000 Penalty: 5097.279785
	Iteration 18Q: 3 clusters Score -3925274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -3925269.000000 Penalty: 5097.279785
	Iteration 19Q: 3 clusters Score -3925269 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -3925267.750000 Penalty: 5097.279785
	Iteration 20F: 3 clusters Score -3925268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -3925269.000000 Penalty: 5097.279785
	Iteration 21Q: 3 clusters Score -3925269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -3925270.750000 Penalty: 5097.279785
	Iteration 22Q: 3 clusters Score -3925271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -3925270.750000 Penalty: 5097.279785
	Iteration 23Q: 3 clusters Score -3925271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -3925275.250000 Penalty: 5097.279785
	Iteration 24Q: 3 clusters Score -3925275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -3925274.500000 Penalty: 5097.279785
	Iteration 25Q: 3 clusters Score -3925274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -3925269.750000 Penalty: 5097.279785
	Iteration 26Q: 3 clusters Score -3925270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -3925268.250000 Penalty: 5097.279785
	Iteration 27Q: 3 clusters Score -3925268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -3925269.000000 Penalty: 5097.279785
	Iteration 28Q: 3 clusters Score -3925269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -3925269.000000 Penalty: 5097.279785
	Iteration 29F: 3 clusters Score -3925269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1322 members 
Mstep: Class 3 contains 22643 members 
Mstep: Class 4 contains 6407 members 
Mstep: Class 5 contains 2183 members 
Mstep: Class 6 contains 97908 members 
Mstep: Class 7 contains 32839 members 
Mstep: Class 8 contains 149692 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 181035 members 
Mstep: Class 12 contains 194063 members 
Mstep: Class 13 contains 69325 members 
Mstep: Class 15 contains 33483 members 
Mstep: Class 18 contains 17383 members 
Mstep: Class 19 contains 146909 members 
Mstep: Class 20 contains 3968 members 
Entering Unmasked Estep 
Score: -132632024.000000 Penalty: 54662.425781
Splitting cluster 3 changes total score from -132611368.000000 to -132632024.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 5 (2183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Entering Unmasked Estep 
Score: -283080.125000 Penalty: 1906.736938
	Iteration 0F: 2 clusters Score -283080.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -280454.218750 Penalty: 3813.473877
	Iteration 0F: 3 clusters Score -280454.2 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -282110.437500 Penalty: 3813.473877
	Iteration 1F: 3 clusters Score -282110.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -284935.250000 Penalty: 3813.473877
	Iteration 2F: 3 clusters Score -284935.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -286712.156250 Penalty: 3813.473877
	Iteration 3F: 3 clusters Score -286712.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -286919.093750 Penalty: 3813.473877
	Iteration 4Q: 3 clusters Score -286919.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -286939.562500 Penalty: 3813.473877
	Iteration 5Q: 3 clusters Score -286939.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -286945.875000 Penalty: 3813.473877
	Iteration 6Q: 3 clusters Score -286945.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -286948.718750 Penalty: 3813.473877
	Iteration 7Q: 3 clusters Score -286948.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -286950.906250 Penalty: 3813.473877
	Iteration 8Q: 3 clusters Score -286950.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -286950.906250 Penalty: 3813.473877
	Iteration 9F: 3 clusters Score -286950.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1322 members 
Mstep: Class 3 contains 22643 members 
Mstep: Class 4 contains 6407 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 97908 members 
Mstep: Class 7 contains 32839 members 
Mstep: Class 8 contains 149692 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 181035 members 
Mstep: Class 11 contains 1697 members 
Mstep: Class 12 contains 194063 members 
Mstep: Class 13 contains 69325 members 
Mstep: Class 15 contains 33483 members 
Mstep: Class 18 contains 17383 members 
Mstep: Class 19 contains 146909 members 
Mstep: Class 20 contains 3968 members 
Entering Unmasked Estep 
Score: -132634304.000000 Penalty: 58078.828125
Splitting cluster 5 changes total score from -132611368.000000 to -132634304.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 6 (97908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97908 members 
Entering Unmasked Estep 
Score: -13765897.000000 Penalty: 2849.962158
	Iteration 0F: 2 clusters Score -1.37659e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49023 members 
Mstep: Class 2 contains 48885 members 
Entering Unmasked Estep 
Score: -13701051.000000 Penalty: 5699.924316
	Iteration 0F: 3 clusters Score -1.370105e+07 nChanged 46319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49086 members 
Mstep: Class 2 contains 48822 members 
Entering Unmasked Estep 
Score: -13727507.000000 Penalty: 5699.924316
	Iteration 1F: 3 clusters Score -1.372751e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49294 members 
Mstep: Class 2 contains 48614 members 
Entering Unmasked Estep 
Score: -13728326.000000 Penalty: 5699.924316
	Iteration 2Q: 3 clusters Score -1.372833e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49738 members 
Mstep: Class 2 contains 48170 members 
Entering Unmasked Estep 
Score: -13729271.000000 Penalty: 5699.924316
	Iteration 3Q: 3 clusters Score -1.372927e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50540 members 
Mstep: Class 2 contains 47368 members 
Entering Unmasked Estep 
Score: -13730583.000000 Penalty: 5699.924316
	Iteration 4Q: 3 clusters Score -1.373058e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 45991 members 
Entering Unmasked Estep 
Score: -13732110.000000 Penalty: 5699.924316
	Iteration 5Q: 3 clusters Score -1.373211e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54107 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
Score: -13734403.000000 Penalty: 5699.924316
	Iteration 6Q: 3 clusters Score -1.37344e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57289 members 
Mstep: Class 2 contains 40619 members 
Entering Unmasked Estep 
Score: -13737467.000000 Penalty: 5699.924316
	Iteration 7F: 3 clusters Score -1.373747e+07 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61492 members 
Mstep: Class 2 contains 36416 members 
Entering Unmasked Estep 
Score: -13741458.000000 Penalty: 5699.924316
	Iteration 8F: 3 clusters Score -1.374146e+07 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66432 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -13745977.000000 Penalty: 5699.924316
	Iteration 9F: 3 clusters Score -1.374598e+07 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71631 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -13750717.000000 Penalty: 5699.924316
	Iteration 10F: 3 clusters Score -1.375072e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76262 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -13754757.000000 Penalty: 5699.924316
	Iteration 11F: 3 clusters Score -1.375476e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79874 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -13757700.000000 Penalty: 5699.924316
	Iteration 12Q: 3 clusters Score -1.37577e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82783 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -13759838.000000 Penalty: 5699.924316
	Iteration 13Q: 3 clusters Score -1.375984e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85163 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -13761284.000000 Penalty: 5699.924316
	Iteration 14Q: 3 clusters Score -1.376128e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87117 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -13762376.000000 Penalty: 5699.924316
	Iteration 15Q: 3 clusters Score -1.376238e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88676 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -13763229.000000 Penalty: 5699.924316
	Iteration 16Q: 3 clusters Score -1.376323e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89971 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -13763878.000000 Penalty: 5699.924316
	Iteration 17Q: 3 clusters Score -1.376388e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90988 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -13764386.000000 Penalty: 5699.924316
	Iteration 18Q: 3 clusters Score -1.376439e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91850 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -13764796.000000 Penalty: 5699.924316
	Iteration 19Q: 3 clusters Score -1.37648e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92573 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -13765168.000000 Penalty: 5699.924316
	Iteration 20F: 3 clusters Score -1.376517e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93216 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -13765440.000000 Penalty: 5699.924316
	Iteration 21Q: 3 clusters Score -1.376544e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93772 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -13765727.000000 Penalty: 5699.924316
	Iteration 22Q: 3 clusters Score -1.376573e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94240 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -13765916.000000 Penalty: 5699.924316
	Iteration 23Q: 3 clusters Score -1.376592e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94616 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -13766116.000000 Penalty: 5699.924316
	Iteration 24Q: 3 clusters Score -1.376612e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94916 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -13766262.000000 Penalty: 5699.924316
	Iteration 25Q: 3 clusters Score -1.376626e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95157 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -13766395.000000 Penalty: 5699.924316
	Iteration 26Q: 3 clusters Score -1.37664e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95341 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -13766485.000000 Penalty: 5699.924316
	Iteration 27Q: 3 clusters Score -1.376648e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95507 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -13766544.000000 Penalty: 5699.924316
	Iteration 28Q: 3 clusters Score -1.376654e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95623 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -13766614.000000 Penalty: 5699.924316
	Iteration 29Q: 3 clusters Score -1.376661e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95726 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -13766704.000000 Penalty: 5699.924316
	Iteration 30Q: 3 clusters Score -1.37667e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95796 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -13766732.000000 Penalty: 5699.924316
	Iteration 31Q: 3 clusters Score -1.376673e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95850 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -13766726.000000 Penalty: 5699.924316
	Iteration 32Q: 3 clusters Score -1.376673e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95887 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -13766731.000000 Penalty: 5699.924316
	Iteration 33Q: 3 clusters Score -1.376673e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95910 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -13766740.000000 Penalty: 5699.924316
	Iteration 34Q: 3 clusters Score -1.376674e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95929 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -13766736.000000 Penalty: 5699.924316
	Iteration 35Q: 3 clusters Score -1.376674e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95947 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -13766743.000000 Penalty: 5699.924316
	Iteration 36Q: 3 clusters Score -1.376674e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95965 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -13766742.000000 Penalty: 5699.924316
	Iteration 37Q: 3 clusters Score -1.376674e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95977 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -13766761.000000 Penalty: 5699.924316
	Iteration 38Q: 3 clusters Score -1.376676e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95988 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -13766765.000000 Penalty: 5699.924316
	Iteration 39Q: 3 clusters Score -1.376676e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96016 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -13766772.000000 Penalty: 5699.924316
	Iteration 40F: 3 clusters Score -1.376677e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96029 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -13766795.000000 Penalty: 5699.924316
	Iteration 41Q: 3 clusters Score -1.37668e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96038 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -13766788.000000 Penalty: 5699.924316
	Iteration 42Q: 3 clusters Score -1.376679e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96041 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -13766786.000000 Penalty: 5699.924316
	Iteration 43Q: 3 clusters Score -1.376679e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96042 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -13766785.000000 Penalty: 5699.924316
	Iteration 44Q: 3 clusters Score -1.376678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96043 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -13766793.000000 Penalty: 5699.924316
	Iteration 45Q: 3 clusters Score -1.376679e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96044 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -13766794.000000 Penalty: 5699.924316
	Iteration 46Q: 3 clusters Score -1.376679e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96044 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -13766794.000000 Penalty: 5699.924316
	Iteration 47F: 3 clusters Score -1.376679e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1322 members 
Mstep: Class 3 contains 22643 members 
Mstep: Class 4 contains 6407 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 96044 members 
Mstep: Class 7 contains 32839 members 
Mstep: Class 8 contains 149692 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 181035 members 
Mstep: Class 11 contains 1697 members 
Mstep: Class 12 contains 194063 members 
Mstep: Class 13 contains 69325 members 
Mstep: Class 14 contains 1864 members 
Mstep: Class 15 contains 33483 members 
Mstep: Class 18 contains 17383 members 
Mstep: Class 19 contains 146909 members 
Mstep: Class 20 contains 3968 members 
Entering Unmasked Estep 
Score: -132634640.000000 Penalty: 61495.230469
Splitting cluster 6 changes total score from -132611368.000000 to -132634640.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 7 (32839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32839 members 
Entering Unmasked Estep 
Score: -4638220.000000 Penalty: 2579.044189
	Iteration 0F: 2 clusters Score -4638220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -4615833.000000 Penalty: 5158.088379
	Iteration 0F: 3 clusters Score -4615833 nChanged 14806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -4624021.000000 Penalty: 5158.088379
	Iteration 1F: 3 clusters Score -4624021 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -4624900.500000 Penalty: 5158.088379
	Iteration 2F: 3 clusters Score -4624900 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -4625741.500000 Penalty: 5158.088379
	Iteration 3F: 3 clusters Score -4625742 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -4626689.000000 Penalty: 5158.088379
	Iteration 4F: 3 clusters Score -4626689 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -4627639.500000 Penalty: 5158.088379
	Iteration 5F: 3 clusters Score -4627640 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -4628689.000000 Penalty: 5158.088379
	Iteration 6F: 3 clusters Score -4628689 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -4629588.500000 Penalty: 5158.088379
	Iteration 7F: 3 clusters Score -4629588 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -4630493.500000 Penalty: 5158.088379
	Iteration 8Q: 3 clusters Score -4630494 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -4631254.500000 Penalty: 5158.088379
	Iteration 9Q: 3 clusters Score -4631254 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -4631785.500000 Penalty: 5158.088379
	Iteration 10Q: 3 clusters Score -4631786 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -4632147.500000 Penalty: 5158.088379
	Iteration 11Q: 3 clusters Score -4632148 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -4632402.000000 Penalty: 5158.088379
	Iteration 12Q: 3 clusters Score -4632402 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -4632576.500000 Penalty: 5158.088379
	Iteration 13Q: 3 clusters Score -4632576 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -4632663.000000 Penalty: 5158.088379
	Iteration 14Q: 3 clusters Score -4632663 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -4632742.000000 Penalty: 5158.088379
	Iteration 15Q: 3 clusters Score -4632742 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -4632791.000000 Penalty: 5158.088379
	Iteration 16Q: 3 clusters Score -4632791 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -4632863.500000 Penalty: 5158.088379
	Iteration 17Q: 3 clusters Score -4632864 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -4632938.000000 Penalty: 5158.088379
	Iteration 18Q: 3 clusters Score -4632938 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -4633002.000000 Penalty: 5158.088379
	Iteration 19Q: 3 clusters Score -4633002 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -4633060.500000 Penalty: 5158.088379
	Iteration 20F: 3 clusters Score -4633060 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -4633138.000000 Penalty: 5158.088379
	Iteration 21Q: 3 clusters Score -4633138 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -4633182.500000 Penalty: 5158.088379
	Iteration 22Q: 3 clusters Score -4633182 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -4633211.500000 Penalty: 5158.088379
	Iteration 23Q: 3 clusters Score -4633212 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -4633261.000000 Penalty: 5158.088379
	Iteration 24Q: 3 clusters Score -4633261 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -4633322.000000 Penalty: 5158.088379
	Iteration 25Q: 3 clusters Score -4633322 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -4633354.000000 Penalty: 5158.088379
	Iteration 26Q: 3 clusters Score -4633354 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -4633381.000000 Penalty: 5158.088379
	Iteration 27Q: 3 clusters Score -4633381 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -4633402.000000 Penalty: 5158.088379
	Iteration 28Q: 3 clusters Score -4633402 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -4633441.500000 Penalty: 5158.088379
	Iteration 29Q: 3 clusters Score -4633442 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -4633460.500000 Penalty: 5158.088379
	Iteration 30Q: 3 clusters Score -4633460 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -4633465.000000 Penalty: 5158.088379
	Iteration 31Q: 3 clusters Score -4633465 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -4633479.500000 Penalty: 5158.088379
	Iteration 32Q: 3 clusters Score -4633480 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -4633482.000000 Penalty: 5158.088379
	Iteration 33Q: 3 clusters Score -4633482 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -4633481.500000 Penalty: 5158.088379
	Iteration 34Q: 3 clusters Score -4633482 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -4633482.500000 Penalty: 5158.088379
	Iteration 35Q: 3 clusters Score -4633482 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -4633492.500000 Penalty: 5158.088379
	Iteration 36Q: 3 clusters Score -4633492 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -4633509.000000 Penalty: 5158.088379
	Iteration 37Q: 3 clusters Score -4633509 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -4633511.500000 Penalty: 5158.088379
	Iteration 38Q: 3 clusters Score -4633512 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -4633510.000000 Penalty: 5158.088379
	Iteration 39Q: 3 clusters Score -4633510 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -4633524.000000 Penalty: 5158.088379
	Iteration 40F: 3 clusters Score -4633524 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -4633525.500000 Penalty: 5158.088379
	Iteration 41Q: 3 clusters Score -4633526 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -4633533.500000 Penalty: 5158.088379
	Iteration 42Q: 3 clusters Score -4633534 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -4633524.500000 Penalty: 5158.088379
	Iteration 43Q: 3 clusters Score -4633524 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -4633527.500000 Penalty: 5158.088379
	Iteration 44Q: 3 clusters Score -4633528 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -4633525.000000 Penalty: 5158.088379
	Iteration 45Q: 3 clusters Score -4633525 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -4633529.000000 Penalty: 5158.088379
	Iteration 46Q: 3 clusters Score -4633529 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -4633538.000000 Penalty: 5158.088379
	Iteration 47Q: 3 clusters Score -4633538 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -4633541.000000 Penalty: 5158.088379
	Iteration 48Q: 3 clusters Score -4633541 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -4633546.500000 Penalty: 5158.088379
	Iteration 49Q: 3 clusters Score -4633546 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4633540 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -4633550.500000 Penalty: 5158.088379
	Iteration 51Q: 3 clusters Score -4633550 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4633561 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4633568 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4633564 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4633576 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4633590 nChanged 73
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Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4633596 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4633610 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4633616 nChanged 82
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Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4633610 nChanged 89
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Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4633630 nChanged 86
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Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4633644 nChanged 112
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Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4633664 nChanged 116
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4633684 nChanged 111
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4633687 nChanged 94
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4633708 nChanged 88
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -4633719.500000 Penalty: 5158.088379
	Iteration 67Q: 3 clusters Score -4633720 nChanged 99
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Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4633728 nChanged 103
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Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -4633749.500000 Penalty: 5158.088379
	Iteration 69Q: 3 clusters Score -4633750 nChanged 113
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Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4633753 nChanged 114
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Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4633752 nChanged 107
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Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4633759 nChanged 117
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4633786 nChanged 157
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Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4633830 nChanged 166
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4633854 nChanged 183
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Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4633876 nChanged 188
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4633900 nChanged 213
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Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4633925 nChanged 230
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Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4633959 nChanged 241
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4633995 nChanged 230
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4634055 nChanged 246
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Mstep: Class 1 contains 8459 members 
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	Iteration 82Q: 3 clusters Score -4634090 nChanged 235
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Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -4634139.000000 Penalty: 5158.088379
	Iteration 83Q: 3 clusters Score -4634139 nChanged 251
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Mstep: Class 1 contains 7975 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4634188 nChanged 274
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Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4634260 nChanged 267
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4634322 nChanged 273
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Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4634379 nChanged 253
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4634445 nChanged 266
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Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4634501 nChanged 307
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Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4634554 nChanged 317
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Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4634652 nChanged 334
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4634780 nChanged 324
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Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4634865 nChanged 305
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Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4634974 nChanged 333
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4635090 nChanged 333
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Mstep: Class 1 contains 4425 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4635214 nChanged 331
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Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -4635333.500000 Penalty: 5158.088379
	Iteration 97Q: 3 clusters Score -4635334 nChanged 301
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4635444 nChanged 284
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Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4635541 nChanged 242
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Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4635615 nChanged 207
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Mstep: Class 1 contains 3100 members 
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	Iteration 101Q: 3 clusters Score -4635698 nChanged 205
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Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4635766 nChanged 203
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Mstep: Class 1 contains 2710 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4635841 nChanged 201
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Mstep: Class 1 contains 2521 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4635911 nChanged 184
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Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 30494 members 
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	Iteration 105Q: 3 clusters Score -4635969 nChanged 194
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Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4636039 nChanged 164
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Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4636107 nChanged 132
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Mstep: Class 1 contains 1869 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4636158 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4636196 nChanged 101
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Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4636224 nChanged 84
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Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -4636245.500000 Penalty: 5158.088379
	Iteration 111Q: 3 clusters Score -4636246 nChanged 64
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Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4636274 nChanged 53
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Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4636294 nChanged 48
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Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4636306 nChanged 41
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Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -4636324.000000 Penalty: 5158.088379
	Iteration 115Q: 3 clusters Score -4636324 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -4636335.000000 Penalty: 5158.088379
	Iteration 116Q: 3 clusters Score -4636335 nChanged 42
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Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4636351 nChanged 26
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Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4636353 nChanged 24
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Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 31538 members 
Entering Unmasked Estep 
Score: -4636361.500000 Penalty: 5158.088379
	Iteration 119Q: 3 clusters Score -4636362 nChanged 22
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Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -4636367.500000 Penalty: 5158.088379
	Iteration 120F: 3 clusters Score -4636368 nChanged 28
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Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4636364 nChanged 16
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Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4636369 nChanged 18
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Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -4636383.000000 Penalty: 5158.088379
	Iteration 123Q: 3 clusters Score -4636383 nChanged 21
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Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -4636391.500000 Penalty: 5158.088379
	Iteration 124Q: 3 clusters Score -4636392 nChanged 17
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Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -4636398.000000 Penalty: 5158.088379
	Iteration 125Q: 3 clusters Score -4636398 nChanged 12
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Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -4636405.000000 Penalty: 5158.088379
	Iteration 126Q: 3 clusters Score -4636405 nChanged 11
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Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
Score: -4636414.000000 Penalty: 5158.088379
	Iteration 127Q: 3 clusters Score -4636414 nChanged 16
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Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -4636416.500000 Penalty: 5158.088379
	Iteration 128Q: 3 clusters Score -4636416 nChanged 17
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4636428 nChanged 14
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Mstep: Class 1 contains 1157 members 
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Entering Unmasked Estep 
Score: -4636431.500000 Penalty: 5158.088379
	Iteration 130Q: 3 clusters Score -4636432 nChanged 12
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Mstep: Class 1 contains 1147 members 
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Entering Unmasked Estep 
Score: -4636429.000000 Penalty: 5158.088379
	Iteration 131Q: 3 clusters Score -4636429 nChanged 6
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Mstep: Class 1 contains 1141 members 
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Entering Unmasked Estep 
Score: -4636435.500000 Penalty: 5158.088379
	Iteration 132Q: 3 clusters Score -4636436 nChanged 6
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Mstep: Class 1 contains 1135 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4636428 nChanged 6
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Mstep: Class 1 contains 1129 members 
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Entering Unmasked Estep 
Score: -4636440.000000 Penalty: 5158.088379
	Iteration 134Q: 3 clusters Score -4636440 nChanged 6
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Mstep: Class 1 contains 1123 members 
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Entering Unmasked Estep 
Score: -4636444.500000 Penalty: 5158.088379
	Iteration 135Q: 3 clusters Score -4636444 nChanged 3
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Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -4636442.500000 Penalty: 5158.088379
	Iteration 136Q: 3 clusters Score -4636442 nChanged 3
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Mstep: Class 1 contains 1117 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4636444 nChanged 4
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4636444 nChanged 4
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4636444 nChanged 9
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Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -4636450.500000 Penalty: 5158.088379
	Iteration 140F: 3 clusters Score -4636450 nChanged 9
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Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -4636452.500000 Penalty: 5158.088379
	Iteration 141Q: 3 clusters Score -4636452 nChanged 3
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Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -4636457.000000 Penalty: 5158.088379
	Iteration 142Q: 3 clusters Score -4636457 nChanged 2
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Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -4636454.000000 Penalty: 5158.088379
	Iteration 143Q: 3 clusters Score -4636454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -4636458.000000 Penalty: 5158.088379
	Iteration 144Q: 3 clusters Score -4636458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -4636456.000000 Penalty: 5158.088379
	Iteration 145Q: 3 clusters Score -4636456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -4636464.000000 Penalty: 5158.088379
	Iteration 146Q: 3 clusters Score -4636464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -4636464.500000 Penalty: 5158.088379
	Iteration 147Q: 3 clusters Score -4636464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -4636465.500000 Penalty: 5158.088379
	Iteration 148Q: 3 clusters Score -4636466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -4636467.500000 Penalty: 5158.088379
	Iteration 149Q: 3 clusters Score -4636468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -4636467.500000 Penalty: 5158.088379
	Iteration 150Q: 3 clusters Score -4636468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -4636473.000000 Penalty: 5158.088379
	Iteration 151Q: 3 clusters Score -4636473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -4636473.500000 Penalty: 5158.088379
	Iteration 152Q: 3 clusters Score -4636474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -4636465.000000 Penalty: 5158.088379
	Iteration 153Q: 3 clusters Score -4636465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -4636474.500000 Penalty: 5158.088379
	Iteration 154Q: 3 clusters Score -4636474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -4636478.000000 Penalty: 5158.088379
	Iteration 155Q: 3 clusters Score -4636478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -4636476.500000 Penalty: 5158.088379
	Iteration 156Q: 3 clusters Score -4636476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -4636481.000000 Penalty: 5158.088379
	Iteration 157Q: 3 clusters Score -4636481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -4636481.000000 Penalty: 5158.088379
	Iteration 158Q: 3 clusters Score -4636481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -4636478.000000 Penalty: 5158.088379
	Iteration 159Q: 3 clusters Score -4636478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -4636482.500000 Penalty: 5158.088379
	Iteration 160F: 3 clusters Score -4636482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -4636480.500000 Penalty: 5158.088379
	Iteration 161Q: 3 clusters Score -4636480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -4636480.500000 Penalty: 5158.088379
	Iteration 162F: 3 clusters Score -4636480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (149692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149692 members 
Entering Unmasked Estep 
Score: -21156032.000000 Penalty: 2955.251221
	Iteration 0F: 2 clusters Score -2.115603e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74569 members 
Mstep: Class 2 contains 75123 members 
Entering Unmasked Estep 
Score: -21063774.000000 Penalty: 5910.502441
	Iteration 0F: 3 clusters Score -2.106377e+07 nChanged 71646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71881 members 
Mstep: Class 2 contains 77811 members 
Entering Unmasked Estep 
Score: -21105424.000000 Penalty: 5910.502441
	Iteration 1F: 3 clusters Score -2.110542e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69817 members 
Mstep: Class 2 contains 79875 members 
Entering Unmasked Estep 
Score: -21106580.000000 Penalty: 5910.502441
	Iteration 2Q: 3 clusters Score -2.110658e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66649 members 
Mstep: Class 2 contains 83043 members 
Entering Unmasked Estep 
Score: -21108338.000000 Penalty: 5910.502441
	Iteration 3Q: 3 clusters Score -2.110834e+07 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61810 members 
Mstep: Class 2 contains 87882 members 
Entering Unmasked Estep 
Score: -21110848.000000 Penalty: 5910.502441
	Iteration 4Q: 3 clusters Score -2.111085e+07 nChanged 8415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54703 members 
Mstep: Class 2 contains 94989 members 
Entering Unmasked Estep 
Score: -21114852.000000 Penalty: 5910.502441
	Iteration 5F: 3 clusters Score -2.111485e+07 nChanged 10472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Mstep: Class 2 contains 104511 members 
Entering Unmasked Estep 
Score: -21121136.000000 Penalty: 5910.502441
	Iteration 6F: 3 clusters Score -2.112114e+07 nChanged 11849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33988 members 
Mstep: Class 2 contains 115704 members 
Entering Unmasked Estep 
Score: -21129018.000000 Penalty: 5910.502441
	Iteration 7F: 3 clusters Score -2.112902e+07 nChanged 11148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 126450 members 
Entering Unmasked Estep 
Score: -21137546.000000 Penalty: 5910.502441
	Iteration 8F: 3 clusters Score -2.113755e+07 nChanged 8710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 134930 members 
Entering Unmasked Estep 
Score: -21144256.000000 Penalty: 5910.502441
	Iteration 9F: 3 clusters Score -2.114426e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 140597 members 
Entering Unmasked Estep 
Score: -21149076.000000 Penalty: 5910.502441
	Iteration 10Q: 3 clusters Score -2.114908e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 143951 members 
Entering Unmasked Estep 
Score: -21151888.000000 Penalty: 5910.502441
	Iteration 11Q: 3 clusters Score -2.115189e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 145915 members 
Entering Unmasked Estep 
Score: -21153550.000000 Penalty: 5910.502441
	Iteration 12Q: 3 clusters Score -2.115355e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 146975 members 
Entering Unmasked Estep 
Score: -21154382.000000 Penalty: 5910.502441
	Iteration 13Q: 3 clusters Score -2.115438e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 147556 members 
Entering Unmasked Estep 
Score: -21154758.000000 Penalty: 5910.502441
	Iteration 14Q: 3 clusters Score -2.115476e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 147838 members 
Entering Unmasked Estep 
Score: -21154926.000000 Penalty: 5910.502441
	Iteration 15Q: 3 clusters Score -2.115493e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 148001 members 
Entering Unmasked Estep 
Score: -21155082.000000 Penalty: 5910.502441
	Iteration 16Q: 3 clusters Score -2.115508e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 148081 members 
Entering Unmasked Estep 
Score: -21155190.000000 Penalty: 5910.502441
	Iteration 17Q: 3 clusters Score -2.115519e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 148143 members 
Entering Unmasked Estep 
Score: -21155172.000000 Penalty: 5910.502441
	Iteration 18Q: 3 clusters Score -2.115517e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 148170 members 
Entering Unmasked Estep 
Score: -21155206.000000 Penalty: 5910.502441
	Iteration 19Q: 3 clusters Score -2.115521e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 148184 members 
Entering Unmasked Estep 
Score: -21155246.000000 Penalty: 5910.502441
	Iteration 20F: 3 clusters Score -2.115525e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 148195 members 
Entering Unmasked Estep 
Score: -21155242.000000 Penalty: 5910.502441
	Iteration 21Q: 3 clusters Score -2.115524e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 148208 members 
Entering Unmasked Estep 
Score: -21155264.000000 Penalty: 5910.502441
	Iteration 22Q: 3 clusters Score -2.115526e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 148221 members 
Entering Unmasked Estep 
Score: -21155286.000000 Penalty: 5910.502441
	Iteration 23Q: 3 clusters Score -2.115529e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 148228 members 
Entering Unmasked Estep 
Score: -21155298.000000 Penalty: 5910.502441
	Iteration 24Q: 3 clusters Score -2.11553e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 148244 members 
Entering Unmasked Estep 
Score: -21155290.000000 Penalty: 5910.502441
	Iteration 25Q: 3 clusters Score -2.115529e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 148250 members 
Entering Unmasked Estep 
Score: -21155280.000000 Penalty: 5910.502441
	Iteration 26Q: 3 clusters Score -2.115528e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 148256 members 
Entering Unmasked Estep 
Score: -21155300.000000 Penalty: 5910.502441
	Iteration 27Q: 3 clusters Score -2.11553e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 148259 members 
Entering Unmasked Estep 
Score: -21155292.000000 Penalty: 5910.502441
	Iteration 28Q: 3 clusters Score -2.115529e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 148259 members 
Entering Unmasked Estep 
Score: -21155288.000000 Penalty: 5910.502441
	Iteration 29Q: 3 clusters Score -2.115529e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 148261 members 
Entering Unmasked Estep 
Score: -21155282.000000 Penalty: 5910.502441
	Iteration 30Q: 3 clusters Score -2.115528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 148261 members 
Entering Unmasked Estep 
Score: -21155284.000000 Penalty: 5910.502441
	Iteration 31Q: 3 clusters Score -2.115528e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 148261 members 
Entering Unmasked Estep 
Score: -21155284.000000 Penalty: 5910.502441
	Iteration 32F: 3 clusters Score -2.115528e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -81528.085938 Penalty: 1584.779663
	Iteration 0F: 2 clusters Score -81528.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -79920.101562 Penalty: 3169.559326
	Iteration 0F: 3 clusters Score -79920.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -80117.671875 Penalty: 3169.559326
	Iteration 1F: 3 clusters Score -80117.67 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -80187.578125 Penalty: 3169.559326
	Iteration 2F: 3 clusters Score -80187.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -80215.804688 Penalty: 3169.559326
	Iteration 3Q: 3 clusters Score -80215.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -80236.585938 Penalty: 3169.559326
	Iteration 4Q: 3 clusters Score -80236.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -80254.242188 Penalty: 3169.559326
	Iteration 5Q: 3 clusters Score -80254.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -80265.906250 Penalty: 3169.559326
	Iteration 6Q: 3 clusters Score -80265.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -80267.039062 Penalty: 3169.559326
	Iteration 7Q: 3 clusters Score -80267.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -80267.039062 Penalty: 3169.559326
	Iteration 8F: 3 clusters Score -80267.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (181035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181035 members 
Entering Unmasked Estep 
Score: -25464276.000000 Penalty: 3002.398438
	Iteration 0F: 2 clusters Score -2.546428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90361 members 
Mstep: Class 2 contains 90674 members 
Entering Unmasked Estep 
Score: -25356924.000000 Penalty: 6004.796875
	Iteration 0F: 3 clusters Score -2.535692e+07 nChanged 86956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86347 members 
Mstep: Class 2 contains 94688 members 
Entering Unmasked Estep 
Score: -25407374.000000 Penalty: 6004.796875
	Iteration 1F: 3 clusters Score -2.540737e+07 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83866 members 
Mstep: Class 2 contains 97169 members 
Entering Unmasked Estep 
Score: -25408354.000000 Penalty: 6004.796875
	Iteration 2Q: 3 clusters Score -2.540835e+07 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80083 members 
Mstep: Class 2 contains 100952 members 
Entering Unmasked Estep 
Score: -25410048.000000 Penalty: 6004.796875
	Iteration 3Q: 3 clusters Score -2.541005e+07 nChanged 8372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74703 members 
Mstep: Class 2 contains 106332 members 
Entering Unmasked Estep 
Score: -25413204.000000 Penalty: 6004.796875
	Iteration 4Q: 3 clusters Score -2.54132e+07 nChanged 10605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67426 members 
Mstep: Class 2 contains 113609 members 
Entering Unmasked Estep 
Score: -25418026.000000 Penalty: 6004.796875
	Iteration 5F: 3 clusters Score -2.541803e+07 nChanged 12434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58704 members 
Mstep: Class 2 contains 122331 members 
Entering Unmasked Estep 
Score: -25424822.000000 Penalty: 6004.796875
	Iteration 6F: 3 clusters Score -2.542482e+07 nChanged 12921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49887 members 
Mstep: Class 2 contains 131148 members 
Entering Unmasked Estep 
Score: -25432688.000000 Penalty: 6004.796875
	Iteration 7F: 3 clusters Score -2.543269e+07 nChanged 11280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42965 members 
Mstep: Class 2 contains 138070 members 
Entering Unmasked Estep 
Score: -25439788.000000 Penalty: 6004.796875
	Iteration 8F: 3 clusters Score -2.543979e+07 nChanged 8852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 142318 members 
Entering Unmasked Estep 
Score: -25445164.000000 Penalty: 6004.796875
	Iteration 9Q: 3 clusters Score -2.544516e+07 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 144446 members 
Entering Unmasked Estep 
Score: -25448346.000000 Penalty: 6004.796875
	Iteration 10Q: 3 clusters Score -2.544835e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 145492 members 
Entering Unmasked Estep 
Score: -25450270.000000 Penalty: 6004.796875
	Iteration 11Q: 3 clusters Score -2.545027e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34808 members 
Mstep: Class 2 contains 146227 members 
Entering Unmasked Estep 
Score: -25450982.000000 Penalty: 6004.796875
	Iteration 12Q: 3 clusters Score -2.545098e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 146865 members 
Entering Unmasked Estep 
Score: -25451546.000000 Penalty: 6004.796875
	Iteration 13Q: 3 clusters Score -2.545155e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 147432 members 
Entering Unmasked Estep 
Score: -25451682.000000 Penalty: 6004.796875
	Iteration 14Q: 3 clusters Score -2.545168e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33057 members 
Mstep: Class 2 contains 147978 members 
Entering Unmasked Estep 
Score: -25451844.000000 Penalty: 6004.796875
	Iteration 15Q: 3 clusters Score -2.545184e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 148559 members 
Entering Unmasked Estep 
Score: -25452120.000000 Penalty: 6004.796875
	Iteration 16Q: 3 clusters Score -2.545212e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 149135 members 
Entering Unmasked Estep 
Score: -25452280.000000 Penalty: 6004.796875
	Iteration 17Q: 3 clusters Score -2.545228e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 149738 members 
Entering Unmasked Estep 
Score: -25452468.000000 Penalty: 6004.796875
	Iteration 18Q: 3 clusters Score -2.545247e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 150312 members 
Entering Unmasked Estep 
Score: -25452678.000000 Penalty: 6004.796875
	Iteration 19Q: 3 clusters Score -2.545268e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 150925 members 
Entering Unmasked Estep 
Score: -25452872.000000 Penalty: 6004.796875
	Iteration 20F: 3 clusters Score -2.545287e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 151534 members 
Entering Unmasked Estep 
Score: -25453506.000000 Penalty: 6004.796875
	Iteration 21Q: 3 clusters Score -2.545351e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 152247 members 
Entering Unmasked Estep 
Score: -25453990.000000 Penalty: 6004.796875
	Iteration 22Q: 3 clusters Score -2.545399e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 152998 members 
Entering Unmasked Estep 
Score: -25454398.000000 Penalty: 6004.796875
	Iteration 23Q: 3 clusters Score -2.54544e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 153869 members 
Entering Unmasked Estep 
Score: -25455152.000000 Penalty: 6004.796875
	Iteration 24Q: 3 clusters Score -2.545515e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 154805 members 
Entering Unmasked Estep 
Score: -25456058.000000 Penalty: 6004.796875
	Iteration 25Q: 3 clusters Score -2.545606e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 155854 members 
Entering Unmasked Estep 
Score: -25457224.000000 Penalty: 6004.796875
	Iteration 26Q: 3 clusters Score -2.545722e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 157114 members 
Entering Unmasked Estep 
Score: -25458590.000000 Penalty: 6004.796875
	Iteration 27Q: 3 clusters Score -2.545859e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 158645 members 
Entering Unmasked Estep 
Score: -25460036.000000 Penalty: 6004.796875
	Iteration 28Q: 3 clusters Score -2.546004e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 160395 members 
Entering Unmasked Estep 
Score: -25461686.000000 Penalty: 6004.796875
	Iteration 29Q: 3 clusters Score -2.546169e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 162432 members 
Entering Unmasked Estep 
Score: -25463020.000000 Penalty: 6004.796875
	Iteration 30Q: 3 clusters Score -2.546302e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 164681 members 
Entering Unmasked Estep 
Score: -25464434.000000 Penalty: 6004.796875
	Iteration 31Q: 3 clusters Score -2.546443e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 167084 members 
Entering Unmasked Estep 
Score: -25465882.000000 Penalty: 6004.796875
	Iteration 32Q: 3 clusters Score -2.546588e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 169499 members 
Entering Unmasked Estep 
Score: -25466818.000000 Penalty: 6004.796875
	Iteration 33Q: 3 clusters Score -2.546682e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 171773 members 
Entering Unmasked Estep 
Score: -25467390.000000 Penalty: 6004.796875
	Iteration 34Q: 3 clusters Score -2.546739e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 173759 members 
Entering Unmasked Estep 
Score: -25467468.000000 Penalty: 6004.796875
	Iteration 35Q: 3 clusters Score -2.546747e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 175346 members 
Entering Unmasked Estep 
Score: -25467204.000000 Penalty: 6004.796875
	Iteration 36Q: 3 clusters Score -2.54672e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 176576 members 
Entering Unmasked Estep 
Score: -25466918.000000 Penalty: 6004.796875
	Iteration 37Q: 3 clusters Score -2.546692e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 177393 members 
Entering Unmasked Estep 
Score: -25466638.000000 Penalty: 6004.796875
	Iteration 38Q: 3 clusters Score -2.546664e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 177904 members 
Entering Unmasked Estep 
Score: -25466510.000000 Penalty: 6004.796875
	Iteration 39Q: 3 clusters Score -2.546651e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 178222 members 
Entering Unmasked Estep 
Score: -25466364.000000 Penalty: 6004.796875
	Iteration 40F: 3 clusters Score -2.546636e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 178425 members 
Entering Unmasked Estep 
Score: -25466180.000000 Penalty: 6004.796875
	Iteration 41Q: 3 clusters Score -2.546618e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 178581 members 
Entering Unmasked Estep 
Score: -25466168.000000 Penalty: 6004.796875
	Iteration 42Q: 3 clusters Score -2.546617e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 178685 members 
Entering Unmasked Estep 
Score: -25466058.000000 Penalty: 6004.796875
	Iteration 43Q: 3 clusters Score -2.546606e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 178753 members 
Entering Unmasked Estep 
Score: -25466074.000000 Penalty: 6004.796875
	Iteration 44Q: 3 clusters Score -2.546607e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 178803 members 
Entering Unmasked Estep 
Score: -25466068.000000 Penalty: 6004.796875
	Iteration 45Q: 3 clusters Score -2.546607e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 178846 members 
Entering Unmasked Estep 
Score: -25465998.000000 Penalty: 6004.796875
	Iteration 46Q: 3 clusters Score -2.5466e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 178882 members 
Entering Unmasked Estep 
Score: -25465980.000000 Penalty: 6004.796875
	Iteration 47Q: 3 clusters Score -2.546598e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 178899 members 
Entering Unmasked Estep 
Score: -25466002.000000 Penalty: 6004.796875
	Iteration 48Q: 3 clusters Score -2.5466e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 178922 members 
Entering Unmasked Estep 
Score: -25465970.000000 Penalty: 6004.796875
	Iteration 49Q: 3 clusters Score -2.546597e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 178936 members 
Entering Unmasked Estep 
Score: -25465958.000000 Penalty: 6004.796875
	Iteration 50Q: 3 clusters Score -2.546596e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 178950 members 
Entering Unmasked Estep 
Score: -25465970.000000 Penalty: 6004.796875
	Iteration 51Q: 3 clusters Score -2.546597e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 178962 members 
Entering Unmasked Estep 
Score: -25465948.000000 Penalty: 6004.796875
	Iteration 52Q: 3 clusters Score -2.546595e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 178971 members 
Entering Unmasked Estep 
Score: -25465936.000000 Penalty: 6004.796875
	Iteration 53Q: 3 clusters Score -2.546594e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 178976 members 
Entering Unmasked Estep 
Score: -25465944.000000 Penalty: 6004.796875
	Iteration 54Q: 3 clusters Score -2.546594e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 178979 members 
Entering Unmasked Estep 
Score: -25465948.000000 Penalty: 6004.796875
	Iteration 55Q: 3 clusters Score -2.546595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 178982 members 
Entering Unmasked Estep 
Score: -25465962.000000 Penalty: 6004.796875
	Iteration 56Q: 3 clusters Score -2.546596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 178985 members 
Entering Unmasked Estep 
Score: -25465952.000000 Penalty: 6004.796875
	Iteration 57Q: 3 clusters Score -2.546595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 178987 members 
Entering Unmasked Estep 
Score: -25465938.000000 Penalty: 6004.796875
	Iteration 58Q: 3 clusters Score -2.546594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 178993 members 
Entering Unmasked Estep 
Score: -25465918.000000 Penalty: 6004.796875
	Iteration 59Q: 3 clusters Score -2.546592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 178996 members 
Entering Unmasked Estep 
Score: -25465924.000000 Penalty: 6004.796875
	Iteration 60F: 3 clusters Score -2.546592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 179000 members 
Entering Unmasked Estep 
Score: -25465888.000000 Penalty: 6004.796875
	Iteration 61Q: 3 clusters Score -2.546589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 179003 members 
Entering Unmasked Estep 
Score: -25465882.000000 Penalty: 6004.796875
	Iteration 62Q: 3 clusters Score -2.546588e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 179007 members 
Entering Unmasked Estep 
Score: -25465882.000000 Penalty: 6004.796875
	Iteration 63Q: 3 clusters Score -2.546588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 179006 members 
Entering Unmasked Estep 
Score: -25465882.000000 Penalty: 6004.796875
	Iteration 64Q: 3 clusters Score -2.546588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 179006 members 
Entering Unmasked Estep 
Score: -25465882.000000 Penalty: 6004.796875
	Iteration 65F: 3 clusters Score -2.546588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1322 members 
Mstep: Class 3 contains 22643 members 
Mstep: Class 4 contains 6407 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 96044 members 
Mstep: Class 7 contains 32839 members 
Mstep: Class 8 contains 149692 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 2029 members 
Mstep: Class 11 contains 1697 members 
Mstep: Class 12 contains 194063 members 
Mstep: Class 13 contains 69325 members 
Mstep: Class 14 contains 1864 members 
Mstep: Class 15 contains 33483 members 
Mstep: Class 16 contains 179006 members 
Mstep: Class 18 contains 17383 members 
Mstep: Class 19 contains 146909 members 
Mstep: Class 20 contains 3968 members 
Entering Unmasked Estep 
Score: -132635456.000000 Penalty: 64911.632812
Splitting cluster 10 changes total score from -132611368.000000 to -132635456.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 12 (194063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194063 members 
Entering Unmasked Estep 
Score: -26988368.000000 Penalty: 3019.632568
	Iteration 0F: 2 clusters Score -2.698837e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97407 members 
Mstep: Class 2 contains 96656 members 
Entering Unmasked Estep 
Score: -26884882.000000 Penalty: 6039.265137
	Iteration 0F: 3 clusters Score -2.688488e+07 nChanged 92986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100681 members 
Mstep: Class 2 contains 93382 members 
Entering Unmasked Estep 
Score: -26939454.000000 Penalty: 6039.265137
	Iteration 1F: 3 clusters Score -2.693945e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103306 members 
Mstep: Class 2 contains 90757 members 
Entering Unmasked Estep 
Score: -26941464.000000 Penalty: 6039.265137
	Iteration 2Q: 3 clusters Score -2.694146e+07 nChanged 7404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107404 members 
Mstep: Class 2 contains 86659 members 
Entering Unmasked Estep 
Score: -26944186.000000 Penalty: 6039.265137
	Iteration 3Q: 3 clusters Score -2.694419e+07 nChanged 8974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113626 members 
Mstep: Class 2 contains 80437 members 
Entering Unmasked Estep 
Score: -26948650.000000 Penalty: 6039.265137
	Iteration 4Q: 3 clusters Score -2.694865e+07 nChanged 10954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122146 members 
Mstep: Class 2 contains 71917 members 
Entering Unmasked Estep 
Score: -26955352.000000 Penalty: 6039.265137
	Iteration 5F: 3 clusters Score -2.695535e+07 nChanged 12487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132823 members 
Mstep: Class 2 contains 61240 members 
Entering Unmasked Estep 
Score: -26965004.000000 Penalty: 6039.265137
	Iteration 6F: 3 clusters Score -2.6965e+07 nChanged 13322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144823 members 
Mstep: Class 2 contains 49240 members 
Entering Unmasked Estep 
Score: -26975586.000000 Penalty: 6039.265137
	Iteration 7F: 3 clusters Score -2.697559e+07 nChanged 12538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156579 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -26985282.000000 Penalty: 6039.265137
	Iteration 8F: 3 clusters Score -2.698528e+07 nChanged 10296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166267 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -26990408.000000 Penalty: 6039.265137
	Iteration 9F: 3 clusters Score -2.699041e+07 nChanged 7417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173152 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -26992062.000000 Penalty: 6039.265137
	Iteration 10Q: 3 clusters Score -2.699206e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177715 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -26991968.000000 Penalty: 6039.265137
	Iteration 11Q: 3 clusters Score -2.699197e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180835 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -26991700.000000 Penalty: 6039.265137
	Iteration 12Q: 3 clusters Score -2.69917e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183050 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -26991114.000000 Penalty: 6039.265137
	Iteration 13Q: 3 clusters Score -2.699111e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184679 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -26990680.000000 Penalty: 6039.265137
	Iteration 14Q: 3 clusters Score -2.699068e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185910 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -26990566.000000 Penalty: 6039.265137
	Iteration 15Q: 3 clusters Score -2.699057e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186923 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -26990232.000000 Penalty: 6039.265137
	Iteration 16Q: 3 clusters Score -2.699023e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187771 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -26990074.000000 Penalty: 6039.265137
	Iteration 17Q: 3 clusters Score -2.699007e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188420 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -26990072.000000 Penalty: 6039.265137
	Iteration 18Q: 3 clusters Score -2.699007e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188939 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -26990132.000000 Penalty: 6039.265137
	Iteration 19Q: 3 clusters Score -2.699013e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189376 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -26990264.000000 Penalty: 6039.265137
	Iteration 20F: 3 clusters Score -2.699026e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189709 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -26990378.000000 Penalty: 6039.265137
	Iteration 21Q: 3 clusters Score -2.699038e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189935 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -26990482.000000 Penalty: 6039.265137
	Iteration 22Q: 3 clusters Score -2.699048e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190089 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -26990590.000000 Penalty: 6039.265137
	Iteration 23Q: 3 clusters Score -2.699059e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190197 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -26990700.000000 Penalty: 6039.265137
	Iteration 24Q: 3 clusters Score -2.69907e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190275 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -26990740.000000 Penalty: 6039.265137
	Iteration 25Q: 3 clusters Score -2.699074e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190336 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -26990790.000000 Penalty: 6039.265137
	Iteration 26Q: 3 clusters Score -2.699079e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190388 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -26990798.000000 Penalty: 6039.265137
	Iteration 27Q: 3 clusters Score -2.69908e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190448 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -26990792.000000 Penalty: 6039.265137
	Iteration 28Q: 3 clusters Score -2.699079e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190500 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -26990782.000000 Penalty: 6039.265137
	Iteration 29Q: 3 clusters Score -2.699078e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190539 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -26990778.000000 Penalty: 6039.265137
	Iteration 30Q: 3 clusters Score -2.699078e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190545 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -26990822.000000 Penalty: 6039.265137
	Iteration 31Q: 3 clusters Score -2.699082e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190563 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -26990822.000000 Penalty: 6039.265137
	Iteration 32Q: 3 clusters Score -2.699082e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190578 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -26990820.000000 Penalty: 6039.265137
	Iteration 33Q: 3 clusters Score -2.699082e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190592 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -26990830.000000 Penalty: 6039.265137
	Iteration 34Q: 3 clusters Score -2.699083e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190592 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -26990808.000000 Penalty: 6039.265137
	Iteration 35Q: 3 clusters Score -2.699081e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190596 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -26990806.000000 Penalty: 6039.265137
	Iteration 36Q: 3 clusters Score -2.699081e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190593 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -26990828.000000 Penalty: 6039.265137
	Iteration 37Q: 3 clusters Score -2.699083e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190596 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -26990804.000000 Penalty: 6039.265137
	Iteration 38Q: 3 clusters Score -2.69908e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190597 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -26990834.000000 Penalty: 6039.265137
	Iteration 39Q: 3 clusters Score -2.699083e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190601 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -26990824.000000 Penalty: 6039.265137
	Iteration 40F: 3 clusters Score -2.699082e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190596 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -26990844.000000 Penalty: 6039.265137
	Iteration 41Q: 3 clusters Score -2.699084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190593 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -26990834.000000 Penalty: 6039.265137
	Iteration 42Q: 3 clusters Score -2.699083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190593 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -26990848.000000 Penalty: 6039.265137
	Iteration 43Q: 3 clusters Score -2.699085e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190594 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -26990826.000000 Penalty: 6039.265137
	Iteration 44Q: 3 clusters Score -2.699083e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190594 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -26990826.000000 Penalty: 6039.265137
	Iteration 45F: 3 clusters Score -2.699083e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1322 members 
Mstep: Class 3 contains 22643 members 
Mstep: Class 4 contains 6407 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 96044 members 
Mstep: Class 7 contains 32839 members 
Mstep: Class 8 contains 149692 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 2029 members 
Mstep: Class 11 contains 1697 members 
Mstep: Class 12 contains 190594 members 
Mstep: Class 13 contains 69325 members 
Mstep: Class 14 contains 1864 members 
Mstep: Class 15 contains 33483 members 
Mstep: Class 16 contains 179006 members 
Mstep: Class 17 contains 3469 members 
Mstep: Class 18 contains 17383 members 
Mstep: Class 19 contains 146909 members 
Mstep: Class 20 contains 3968 members 
Entering Unmasked Estep 
Score: -132638456.000000 Penalty: 68328.031250
Splitting cluster 12 changes total score from -132611368.000000 to -132638456.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 13 (69325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69325 members 
Entering Unmasked Estep 
Score: -9752378.000000 Penalty: 2764.347168
	Iteration 0F: 2 clusters Score -9752378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -9706214.000000 Penalty: 5528.694336
	Iteration 0F: 3 clusters Score -9706214 nChanged 32179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -9724384.000000 Penalty: 5528.694336
	Iteration 1F: 3 clusters Score -9724384 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
Score: -9725386.000000 Penalty: 5528.694336
	Iteration 2Q: 3 clusters Score -9725386 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40428 members 
Mstep: Class 2 contains 28897 members 
Entering Unmasked Estep 
Score: -9726912.000000 Penalty: 5528.694336
	Iteration 3Q: 3 clusters Score -9726912 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43274 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -9729062.000000 Penalty: 5528.694336
	Iteration 4F: 3 clusters Score -9729062 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47210 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -9732589.000000 Penalty: 5528.694336
	Iteration 5F: 3 clusters Score -9732589 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51934 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -9736996.000000 Penalty: 5528.694336
	Iteration 6F: 3 clusters Score -9736996 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56706 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -9741638.000000 Penalty: 5528.694336
	Iteration 7F: 3 clusters Score -9741638 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60775 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -9745275.000000 Penalty: 5528.694336
	Iteration 8F: 3 clusters Score -9745275 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63637 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -9747720.000000 Penalty: 5528.694336
	Iteration 9Q: 3 clusters Score -9747720 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65482 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -9749155.000000 Penalty: 5528.694336
	Iteration 10Q: 3 clusters Score -9749155 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66596 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -9749863.000000 Penalty: 5528.694336
	Iteration 11Q: 3 clusters Score -9749863 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67222 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -9750219.000000 Penalty: 5528.694336
	Iteration 12Q: 3 clusters Score -9750219 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67578 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -9750380.000000 Penalty: 5528.694336
	Iteration 13Q: 3 clusters Score -9750380 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67793 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -9750476.000000 Penalty: 5528.694336
	Iteration 14Q: 3 clusters Score -9750476 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67918 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -9750523.000000 Penalty: 5528.694336
	Iteration 15Q: 3 clusters Score -9750523 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67989 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -9750578.000000 Penalty: 5528.694336
	Iteration 16Q: 3 clusters Score -9750578 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68043 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -9750608.000000 Penalty: 5528.694336
	Iteration 17Q: 3 clusters Score -9750608 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68077 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -9750612.000000 Penalty: 5528.694336
	Iteration 18Q: 3 clusters Score -9750612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68095 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -9750615.000000 Penalty: 5528.694336
	Iteration 19Q: 3 clusters Score -9750615 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68113 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -9750619.000000 Penalty: 5528.694336
	Iteration 20F: 3 clusters Score -9750619 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68129 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -9750619.000000 Penalty: 5528.694336
	Iteration 21Q: 3 clusters Score -9750619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68139 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -9750621.000000 Penalty: 5528.694336
	Iteration 22Q: 3 clusters Score -9750621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68152 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -9750629.000000 Penalty: 5528.694336
	Iteration 23Q: 3 clusters Score -9750629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68159 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -9750643.000000 Penalty: 5528.694336
	Iteration 24Q: 3 clusters Score -9750643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68160 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -9750644.000000 Penalty: 5528.694336
	Iteration 25Q: 3 clusters Score -9750644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68165 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -9750641.000000 Penalty: 5528.694336
	Iteration 26Q: 3 clusters Score -9750641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68168 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -9750640.000000 Penalty: 5528.694336
	Iteration 27Q: 3 clusters Score -9750640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68169 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -9750637.000000 Penalty: 5528.694336
	Iteration 28Q: 3 clusters Score -9750637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68171 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -9750637.000000 Penalty: 5528.694336
	Iteration 29Q: 3 clusters Score -9750637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68171 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -9750634.000000 Penalty: 5528.694336
	Iteration 30Q: 3 clusters Score -9750634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68174 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -9750636.000000 Penalty: 5528.694336
	Iteration 31Q: 3 clusters Score -9750636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68180 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -9750643.000000 Penalty: 5528.694336
	Iteration 32Q: 3 clusters Score -9750643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68182 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -9750638.000000 Penalty: 5528.694336
	Iteration 33Q: 3 clusters Score -9750638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68182 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -9750637.000000 Penalty: 5528.694336
	Iteration 34Q: 3 clusters Score -9750637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68183 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -9750639.000000 Penalty: 5528.694336
	Iteration 35Q: 3 clusters Score -9750639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68185 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -9750639.000000 Penalty: 5528.694336
	Iteration 36Q: 3 clusters Score -9750639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68188 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -9750633.000000 Penalty: 5528.694336
	Iteration 37Q: 3 clusters Score -9750633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68187 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -9750633.000000 Penalty: 5528.694336
	Iteration 38Q: 3 clusters Score -9750633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68187 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -9750633.000000 Penalty: 5528.694336
	Iteration 39F: 3 clusters Score -9750633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (33483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Entering Unmasked Estep 
Score: -4727956.500000 Penalty: 2583.860596
	Iteration 0F: 2 clusters Score -4727956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -4705088.000000 Penalty: 5167.721191
	Iteration 0F: 3 clusters Score -4705088 nChanged 15265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -4713469.500000 Penalty: 5167.721191
	Iteration 1F: 3 clusters Score -4713470 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -4713992.000000 Penalty: 5167.721191
	Iteration 2Q: 3 clusters Score -4713992 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -4714501.500000 Penalty: 5167.721191
	Iteration 3Q: 3 clusters Score -4714502 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -4715026.500000 Penalty: 5167.721191
	Iteration 4Q: 3 clusters Score -4715026 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -4715654.500000 Penalty: 5167.721191
	Iteration 5Q: 3 clusters Score -4715654 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -4716394.500000 Penalty: 5167.721191
	Iteration 6Q: 3 clusters Score -4716394 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -4717276.000000 Penalty: 5167.721191
	Iteration 7Q: 3 clusters Score -4717276 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -4718277.000000 Penalty: 5167.721191
	Iteration 8Q: 3 clusters Score -4718277 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -4719304.000000 Penalty: 5167.721191
	Iteration 9Q: 3 clusters Score -4719304 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -4720217.000000 Penalty: 5167.721191
	Iteration 10Q: 3 clusters Score -4720217 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -4720785.500000 Penalty: 5167.721191
	Iteration 11Q: 3 clusters Score -4720786 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -4721136.000000 Penalty: 5167.721191
	Iteration 12Q: 3 clusters Score -4721136 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -4721325.500000 Penalty: 5167.721191
	Iteration 13Q: 3 clusters Score -4721326 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -4721476.500000 Penalty: 5167.721191
	Iteration 14Q: 3 clusters Score -4721476 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -4721593.000000 Penalty: 5167.721191
	Iteration 15Q: 3 clusters Score -4721593 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -4721735.500000 Penalty: 5167.721191
	Iteration 16Q: 3 clusters Score -4721736 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -4721840.500000 Penalty: 5167.721191
	Iteration 17Q: 3 clusters Score -4721840 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -4721980.500000 Penalty: 5167.721191
	Iteration 18Q: 3 clusters Score -4721980 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -4722124.500000 Penalty: 5167.721191
	Iteration 19Q: 3 clusters Score -4722124 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -4722267.000000 Penalty: 5167.721191
	Iteration 20F: 3 clusters Score -4722267 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -4722433.000000 Penalty: 5167.721191
	Iteration 21Q: 3 clusters Score -4722433 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -4722608.500000 Penalty: 5167.721191
	Iteration 22Q: 3 clusters Score -4722608 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -4722770.500000 Penalty: 5167.721191
	Iteration 23Q: 3 clusters Score -4722770 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -4722943.500000 Penalty: 5167.721191
	Iteration 24Q: 3 clusters Score -4722944 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -4723081.500000 Penalty: 5167.721191
	Iteration 25Q: 3 clusters Score -4723082 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -4723204.000000 Penalty: 5167.721191
	Iteration 26Q: 3 clusters Score -4723204 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -4723356.000000 Penalty: 5167.721191
	Iteration 27Q: 3 clusters Score -4723356 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -4723478.000000 Penalty: 5167.721191
	Iteration 28Q: 3 clusters Score -4723478 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -4723623.500000 Penalty: 5167.721191
	Iteration 29Q: 3 clusters Score -4723624 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -4723792.000000 Penalty: 5167.721191
	Iteration 30Q: 3 clusters Score -4723792 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -4723964.000000 Penalty: 5167.721191
	Iteration 31Q: 3 clusters Score -4723964 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -4724143.500000 Penalty: 5167.721191
	Iteration 32Q: 3 clusters Score -4724144 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -4724316.000000 Penalty: 5167.721191
	Iteration 33Q: 3 clusters Score -4724316 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -4724509.000000 Penalty: 5167.721191
	Iteration 34Q: 3 clusters Score -4724509 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31101 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -4724678.000000 Penalty: 5167.721191
	Iteration 35Q: 3 clusters Score -4724678 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -4724827.500000 Penalty: 5167.721191
	Iteration 36Q: 3 clusters Score -4724828 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -4724982.500000 Penalty: 5167.721191
	Iteration 37Q: 3 clusters Score -4724982 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31891 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -4725126.000000 Penalty: 5167.721191
	Iteration 38Q: 3 clusters Score -4725126 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32107 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4725251.500000 Penalty: 5167.721191
	Iteration 39Q: 3 clusters Score -4725252 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32286 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -4725342.000000 Penalty: 5167.721191
	Iteration 40F: 3 clusters Score -4725342 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4725435.500000 Penalty: 5167.721191
	Iteration 41Q: 3 clusters Score -4725436 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4725493.500000 Penalty: 5167.721191
	Iteration 42Q: 3 clusters Score -4725494 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32604 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4725545.000000 Penalty: 5167.721191
	Iteration 43Q: 3 clusters Score -4725545 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4725575.000000 Penalty: 5167.721191
	Iteration 44Q: 3 clusters Score -4725575 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4725595.500000 Penalty: 5167.721191
	Iteration 45Q: 3 clusters Score -4725596 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4725615.500000 Penalty: 5167.721191
	Iteration 46Q: 3 clusters Score -4725616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4725637.000000 Penalty: 5167.721191
	Iteration 47Q: 3 clusters Score -4725637 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32789 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4725644.000000 Penalty: 5167.721191
	Iteration 48Q: 3 clusters Score -4725644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4725650.500000 Penalty: 5167.721191
	Iteration 49Q: 3 clusters Score -4725650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4725667.500000 Penalty: 5167.721191
	Iteration 50Q: 3 clusters Score -4725668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4725690.500000 Penalty: 5167.721191
	Iteration 51Q: 3 clusters Score -4725690 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32870 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4725704.500000 Penalty: 5167.721191
	Iteration 52Q: 3 clusters Score -4725704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4725708.500000 Penalty: 5167.721191
	Iteration 53Q: 3 clusters Score -4725708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4725713.000000 Penalty: 5167.721191
	Iteration 54Q: 3 clusters Score -4725713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4725726.000000 Penalty: 5167.721191
	Iteration 55Q: 3 clusters Score -4725726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4725736.000000 Penalty: 5167.721191
	Iteration 56Q: 3 clusters Score -4725736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4725738.000000 Penalty: 5167.721191
	Iteration 57Q: 3 clusters Score -4725738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4725739.500000 Penalty: 5167.721191
	Iteration 58Q: 3 clusters Score -4725740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32928 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4725740.000000 Penalty: 5167.721191
	Iteration 59Q: 3 clusters Score -4725740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4725743.500000 Penalty: 5167.721191
	Iteration 60F: 3 clusters Score -4725744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4725745.000000 Penalty: 5167.721191
	Iteration 61Q: 3 clusters Score -4725745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4725750.000000 Penalty: 5167.721191
	Iteration 62Q: 3 clusters Score -4725750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4725753.000000 Penalty: 5167.721191
	Iteration 63Q: 3 clusters Score -4725753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4725759.000000 Penalty: 5167.721191
	Iteration 64Q: 3 clusters Score -4725759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32945 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4725757.000000 Penalty: 5167.721191
	Iteration 65Q: 3 clusters Score -4725757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32945 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4725757.000000 Penalty: 5167.721191
	Iteration 66F: 3 clusters Score -4725757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Entering Unmasked Estep 
Score: -2454252.500000 Penalty: 2421.285645
	Iteration 0F: 2 clusters Score -2454252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -2441948.000000 Penalty: 4842.571289
	Iteration 0F: 3 clusters Score -2441948 nChanged 7533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -2445805.250000 Penalty: 4842.571289
	Iteration 1F: 3 clusters Score -2445805 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -2446161.750000 Penalty: 4842.571289
	Iteration 2F: 3 clusters Score -2446162 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -2446415.500000 Penalty: 4842.571289
	Iteration 3Q: 3 clusters Score -2446416 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -2446610.000000 Penalty: 4842.571289
	Iteration 4Q: 3 clusters Score -2446610 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -2446784.750000 Penalty: 4842.571289
	Iteration 5Q: 3 clusters Score -2446785 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -2446948.250000 Penalty: 4842.571289
	Iteration 6Q: 3 clusters Score -2446948 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -2447117.500000 Penalty: 4842.571289
	Iteration 7Q: 3 clusters Score -2447118 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -2447312.000000 Penalty: 4842.571289
	Iteration 8Q: 3 clusters Score -2447312 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -2447533.000000 Penalty: 4842.571289
	Iteration 9Q: 3 clusters Score -2447533 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -2447868.250000 Penalty: 4842.571289
	Iteration 10Q: 3 clusters Score -2447868 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -2448325.750000 Penalty: 4842.571289
	Iteration 11Q: 3 clusters Score -2448326 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -2448878.500000 Penalty: 4842.571289
	Iteration 12Q: 3 clusters Score -2448878 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -2449551.500000 Penalty: 4842.571289
	Iteration 13F: 3 clusters Score -2449552 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2450305.750000 Penalty: 4842.571289
	Iteration 14F: 3 clusters Score -2450306 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2451052.250000 Penalty: 4842.571289
	Iteration 15Q: 3 clusters Score -2451052 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2451592.000000 Penalty: 4842.571289
	Iteration 16Q: 3 clusters Score -2451592 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2451897.500000 Penalty: 4842.571289
	Iteration 17Q: 3 clusters Score -2451898 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2452074.250000 Penalty: 4842.571289
	Iteration 18Q: 3 clusters Score -2452074 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2452188.500000 Penalty: 4842.571289
	Iteration 19Q: 3 clusters Score -2452188 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2452253.250000 Penalty: 4842.571289
	Iteration 20F: 3 clusters Score -2452253 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2452286.000000 Penalty: 4842.571289
	Iteration 21Q: 3 clusters Score -2452286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2452311.500000 Penalty: 4842.571289
	Iteration 22Q: 3 clusters Score -2452312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2452326.250000 Penalty: 4842.571289
	Iteration 23Q: 3 clusters Score -2452326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2452344.000000 Penalty: 4842.571289
	Iteration 24Q: 3 clusters Score -2452344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2452348.250000 Penalty: 4842.571289
	Iteration 25Q: 3 clusters Score -2452348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2452351.500000 Penalty: 4842.571289
	Iteration 26Q: 3 clusters Score -2452352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2452349.750000 Penalty: 4842.571289
	Iteration 27Q: 3 clusters Score -2452350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2452349.750000 Penalty: 4842.571289
	Iteration 28F: 3 clusters Score -2452350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (146909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146909 members 
Entering Unmasked Estep 
Score: -20584318.000000 Penalty: 2950.596924
	Iteration 0F: 2 clusters Score -2.058432e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73529 members 
Mstep: Class 2 contains 73380 members 
Entering Unmasked Estep 
Score: -20492210.000000 Penalty: 5901.193848
	Iteration 0F: 3 clusters Score -2.049221e+07 nChanged 70038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75015 members 
Mstep: Class 2 contains 71894 members 
Entering Unmasked Estep 
Score: -20533780.000000 Penalty: 5901.193848
	Iteration 1F: 3 clusters Score -2.053378e+07 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76175 members 
Mstep: Class 2 contains 70734 members 
Entering Unmasked Estep 
Score: -20535206.000000 Penalty: 5901.193848
	Iteration 2Q: 3 clusters Score -2.053521e+07 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77813 members 
Mstep: Class 2 contains 69096 members 
Entering Unmasked Estep 
Score: -20537024.000000 Penalty: 5901.193848
	Iteration 3Q: 3 clusters Score -2.053702e+07 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80061 members 
Mstep: Class 2 contains 66848 members 
Entering Unmasked Estep 
Score: -20539232.000000 Penalty: 5901.193848
	Iteration 4Q: 3 clusters Score -2.053923e+07 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83153 members 
Mstep: Class 2 contains 63756 members 
Entering Unmasked Estep 
Score: -20541808.000000 Penalty: 5901.193848
	Iteration 5Q: 3 clusters Score -2.054181e+07 nChanged 7274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87227 members 
Mstep: Class 2 contains 59682 members 
Entering Unmasked Estep 
Score: -20544770.000000 Penalty: 5901.193848
	Iteration 6Q: 3 clusters Score -2.054477e+07 nChanged 7871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92522 members 
Mstep: Class 2 contains 54387 members 
Entering Unmasked Estep 
Score: -20548470.000000 Penalty: 5901.193848
	Iteration 7F: 3 clusters Score -2.054847e+07 nChanged 8254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98944 members 
Mstep: Class 2 contains 47965 members 
Entering Unmasked Estep 
Score: -20552798.000000 Penalty: 5901.193848
	Iteration 8F: 3 clusters Score -2.05528e+07 nChanged 8335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105927 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -20557490.000000 Penalty: 5901.193848
	Iteration 9F: 3 clusters Score -2.055749e+07 nChanged 7919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112778 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -20562510.000000 Penalty: 5901.193848
	Iteration 10F: 3 clusters Score -2.056251e+07 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118624 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -20567062.000000 Penalty: 5901.193848
	Iteration 11Q: 3 clusters Score -2.056706e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123010 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -20570848.000000 Penalty: 5901.193848
	Iteration 12Q: 3 clusters Score -2.057085e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126242 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -20573556.000000 Penalty: 5901.193848
	Iteration 13Q: 3 clusters Score -2.057356e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128578 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -20575416.000000 Penalty: 5901.193848
	Iteration 14Q: 3 clusters Score -2.057542e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130372 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -20576640.000000 Penalty: 5901.193848
	Iteration 15Q: 3 clusters Score -2.057664e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131830 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -20577502.000000 Penalty: 5901.193848
	Iteration 16Q: 3 clusters Score -2.05775e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133035 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -20578244.000000 Penalty: 5901.193848
	Iteration 17Q: 3 clusters Score -2.057824e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134064 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -20578812.000000 Penalty: 5901.193848
	Iteration 18Q: 3 clusters Score -2.057881e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134958 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -20579430.000000 Penalty: 5901.193848
	Iteration 19Q: 3 clusters Score -2.057943e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135768 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -20579826.000000 Penalty: 5901.193848
	Iteration 20F: 3 clusters Score -2.057983e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136482 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -20580208.000000 Penalty: 5901.193848
	Iteration 21Q: 3 clusters Score -2.058021e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137061 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -20580556.000000 Penalty: 5901.193848
	Iteration 22Q: 3 clusters Score -2.058056e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137524 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -20580912.000000 Penalty: 5901.193848
	Iteration 23Q: 3 clusters Score -2.058091e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137903 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -20581232.000000 Penalty: 5901.193848
	Iteration 24Q: 3 clusters Score -2.058123e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138236 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -20581524.000000 Penalty: 5901.193848
	Iteration 25Q: 3 clusters Score -2.058152e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138523 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -20581830.000000 Penalty: 5901.193848
	Iteration 26Q: 3 clusters Score -2.058183e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138789 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -20582048.000000 Penalty: 5901.193848
	Iteration 27Q: 3 clusters Score -2.058205e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139000 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -20582270.000000 Penalty: 5901.193848
	Iteration 28Q: 3 clusters Score -2.058227e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139192 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -20582398.000000 Penalty: 5901.193848
	Iteration 29Q: 3 clusters Score -2.05824e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139340 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -20582454.000000 Penalty: 5901.193848
	Iteration 30Q: 3 clusters Score -2.058245e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139478 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -20582546.000000 Penalty: 5901.193848
	Iteration 31Q: 3 clusters Score -2.058255e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139615 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -20582650.000000 Penalty: 5901.193848
	Iteration 32Q: 3 clusters Score -2.058265e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139723 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -20582736.000000 Penalty: 5901.193848
	Iteration 33Q: 3 clusters Score -2.058274e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139820 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -20582780.000000 Penalty: 5901.193848
	Iteration 34Q: 3 clusters Score -2.058278e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139916 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -20582830.000000 Penalty: 5901.193848
	Iteration 35Q: 3 clusters Score -2.058283e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140019 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -20582938.000000 Penalty: 5901.193848
	Iteration 36Q: 3 clusters Score -2.058294e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140125 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -20582978.000000 Penalty: 5901.193848
	Iteration 37Q: 3 clusters Score -2.058298e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140229 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -20582984.000000 Penalty: 5901.193848
	Iteration 38Q: 3 clusters Score -2.058298e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140306 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -20583032.000000 Penalty: 5901.193848
	Iteration 39Q: 3 clusters Score -2.058303e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140373 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -20583082.000000 Penalty: 5901.193848
	Iteration 40F: 3 clusters Score -2.058308e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140418 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -20583086.000000 Penalty: 5901.193848
	Iteration 41Q: 3 clusters Score -2.058309e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140459 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -20583122.000000 Penalty: 5901.193848
	Iteration 42Q: 3 clusters Score -2.058312e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140504 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -20583160.000000 Penalty: 5901.193848
	Iteration 43Q: 3 clusters Score -2.058316e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140540 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -20583146.000000 Penalty: 5901.193848
	Iteration 44Q: 3 clusters Score -2.058315e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140584 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -20583160.000000 Penalty: 5901.193848
	Iteration 45Q: 3 clusters Score -2.058316e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140626 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -20583166.000000 Penalty: 5901.193848
	Iteration 46Q: 3 clusters Score -2.058317e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140655 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -20583172.000000 Penalty: 5901.193848
	Iteration 47Q: 3 clusters Score -2.058317e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140690 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -20583186.000000 Penalty: 5901.193848
	Iteration 48Q: 3 clusters Score -2.058319e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140729 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -20583174.000000 Penalty: 5901.193848
	Iteration 49Q: 3 clusters Score -2.058317e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140759 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -20583204.000000 Penalty: 5901.193848
	Iteration 50Q: 3 clusters Score -2.05832e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140781 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -20583206.000000 Penalty: 5901.193848
	Iteration 51Q: 3 clusters Score -2.058321e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140795 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -20583198.000000 Penalty: 5901.193848
	Iteration 52Q: 3 clusters Score -2.05832e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140799 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -20583202.000000 Penalty: 5901.193848
	Iteration 53Q: 3 clusters Score -2.05832e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140813 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -20583218.000000 Penalty: 5901.193848
	Iteration 54Q: 3 clusters Score -2.058322e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140824 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -20583218.000000 Penalty: 5901.193848
	Iteration 55Q: 3 clusters Score -2.058322e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140841 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -20583238.000000 Penalty: 5901.193848
	Iteration 56Q: 3 clusters Score -2.058324e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140853 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -20583230.000000 Penalty: 5901.193848
	Iteration 57Q: 3 clusters Score -2.058323e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140856 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -20583210.000000 Penalty: 5901.193848
	Iteration 58Q: 3 clusters Score -2.058321e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140864 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -20583208.000000 Penalty: 5901.193848
	Iteration 59Q: 3 clusters Score -2.058321e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140867 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -20583210.000000 Penalty: 5901.193848
	Iteration 60F: 3 clusters Score -2.058321e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140868 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -20583224.000000 Penalty: 5901.193848
	Iteration 61Q: 3 clusters Score -2.058322e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140873 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -20583228.000000 Penalty: 5901.193848
	Iteration 62Q: 3 clusters Score -2.058323e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140880 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -20583246.000000 Penalty: 5901.193848
	Iteration 63Q: 3 clusters Score -2.058325e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140886 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -20583254.000000 Penalty: 5901.193848
	Iteration 64Q: 3 clusters Score -2.058325e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140894 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -20583240.000000 Penalty: 5901.193848
	Iteration 65Q: 3 clusters Score -2.058324e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140901 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -20583246.000000 Penalty: 5901.193848
	Iteration 66Q: 3 clusters Score -2.058325e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140911 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -20583250.000000 Penalty: 5901.193848
	Iteration 67Q: 3 clusters Score -2.058325e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140915 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -20583238.000000 Penalty: 5901.193848
	Iteration 68Q: 3 clusters Score -2.058324e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140921 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -20583236.000000 Penalty: 5901.193848
	Iteration 69Q: 3 clusters Score -2.058324e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140930 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -20583234.000000 Penalty: 5901.193848
	Iteration 70Q: 3 clusters Score -2.058323e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140937 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -20583244.000000 Penalty: 5901.193848
	Iteration 71Q: 3 clusters Score -2.058324e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140943 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -20583238.000000 Penalty: 5901.193848
	Iteration 72Q: 3 clusters Score -2.058324e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140951 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -20583228.000000 Penalty: 5901.193848
	Iteration 73Q: 3 clusters Score -2.058323e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140961 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -20583242.000000 Penalty: 5901.193848
	Iteration 74Q: 3 clusters Score -2.058324e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140974 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -20583232.000000 Penalty: 5901.193848
	Iteration 75Q: 3 clusters Score -2.058323e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140981 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -20583224.000000 Penalty: 5901.193848
	Iteration 76Q: 3 clusters Score -2.058322e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140988 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -20583246.000000 Penalty: 5901.193848
	Iteration 77Q: 3 clusters Score -2.058325e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140996 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -20583266.000000 Penalty: 5901.193848
	Iteration 78Q: 3 clusters Score -2.058327e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141001 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -20583266.000000 Penalty: 5901.193848
	Iteration 79Q: 3 clusters Score -2.058327e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141009 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -20583248.000000 Penalty: 5901.193848
	Iteration 80F: 3 clusters Score -2.058325e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141017 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -20583264.000000 Penalty: 5901.193848
	Iteration 81Q: 3 clusters Score -2.058326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141022 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -20583256.000000 Penalty: 5901.193848
	Iteration 82Q: 3 clusters Score -2.058326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141025 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -20583260.000000 Penalty: 5901.193848
	Iteration 83Q: 3 clusters Score -2.058326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141026 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -20583262.000000 Penalty: 5901.193848
	Iteration 84Q: 3 clusters Score -2.058326e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141026 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -20583262.000000 Penalty: 5901.193848
	Iteration 85F: 3 clusters Score -2.058326e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Entering Unmasked Estep 
Score: -547137.375000 Penalty: 2054.932373
	Iteration 0F: 2 clusters Score -547137.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -543266.937500 Penalty: 4109.864746
	Iteration 0F: 3 clusters Score -543266.9 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -544146.750000 Penalty: 4109.864746
	Iteration 1F: 3 clusters Score -544146.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -544398.625000 Penalty: 4109.864746
	Iteration 2F: 3 clusters Score -544398.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -544555.562500 Penalty: 4109.864746
	Iteration 3F: 3 clusters Score -544555.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -544675.812500 Penalty: 4109.864746
	Iteration 4Q: 3 clusters Score -544675.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -544776.312500 Penalty: 4109.864746
	Iteration 5Q: 3 clusters Score -544776.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -544867.437500 Penalty: 4109.864746
	Iteration 6Q: 3 clusters Score -544867.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -544943.562500 Penalty: 4109.864746
	Iteration 7Q: 3 clusters Score -544943.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -545011.875000 Penalty: 4109.864746
	Iteration 8Q: 3 clusters Score -545011.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -545076.750000 Penalty: 4109.864746
	Iteration 9Q: 3 clusters Score -545076.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -545134.312500 Penalty: 4109.864746
	Iteration 10Q: 3 clusters Score -545134.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -545184.312500 Penalty: 4109.864746
	Iteration 11Q: 3 clusters Score -545184.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -545244.937500 Penalty: 4109.864746
	Iteration 12Q: 3 clusters Score -545244.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -545299.500000 Penalty: 4109.864746
	Iteration 13Q: 3 clusters Score -545299.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -545363.187500 Penalty: 4109.864746
	Iteration 14Q: 3 clusters Score -545363.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -545427.312500 Penalty: 4109.864746
	Iteration 15Q: 3 clusters Score -545427.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -545500.500000 Penalty: 4109.864746
	Iteration 16Q: 3 clusters Score -545500.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -545583.312500 Penalty: 4109.864746
	Iteration 17Q: 3 clusters Score -545583.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -545645.500000 Penalty: 4109.864746
	Iteration 18Q: 3 clusters Score -545645.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -545720.250000 Penalty: 4109.864746
	Iteration 19Q: 3 clusters Score -545720.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -545786.687500 Penalty: 4109.864746
	Iteration 20F: 3 clusters Score -545786.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -545828.750000 Penalty: 4109.864746
	Iteration 21Q: 3 clusters Score -545828.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -545857.437500 Penalty: 4109.864746
	Iteration 22Q: 3 clusters Score -545857.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -545883.500000 Penalty: 4109.864746
	Iteration 23Q: 3 clusters Score -545883.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -545900.062500 Penalty: 4109.864746
	Iteration 24Q: 3 clusters Score -545900.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -545911.625000 Penalty: 4109.864746
	Iteration 25Q: 3 clusters Score -545911.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -545931.500000 Penalty: 4109.864746
	Iteration 26Q: 3 clusters Score -545931.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -545958.875000 Penalty: 4109.864746
	Iteration 27Q: 3 clusters Score -545958.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -546002.812500 Penalty: 4109.864746
	Iteration 28Q: 3 clusters Score -546002.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -546052.187500 Penalty: 4109.864746
	Iteration 29Q: 3 clusters Score -546052.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -546105.375000 Penalty: 4109.864746
	Iteration 30Q: 3 clusters Score -546105.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -546154.812500 Penalty: 4109.864746
	Iteration 31Q: 3 clusters Score -546154.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -546206.062500 Penalty: 4109.864746
	Iteration 32Q: 3 clusters Score -546206.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -546248.375000 Penalty: 4109.864746
	Iteration 33Q: 3 clusters Score -546248.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -546285.062500 Penalty: 4109.864746
	Iteration 34Q: 3 clusters Score -546285.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -546316.500000 Penalty: 4109.864746
	Iteration 35Q: 3 clusters Score -546316.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -546344.562500 Penalty: 4109.864746
	Iteration 36Q: 3 clusters Score -546344.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -546376.437500 Penalty: 4109.864746
	Iteration 37Q: 3 clusters Score -546376.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -546410.875000 Penalty: 4109.864746
	Iteration 38Q: 3 clusters Score -546410.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -546435.562500 Penalty: 4109.864746
	Iteration 39Q: 3 clusters Score -546435.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -546452.875000 Penalty: 4109.864746
	Iteration 40F: 3 clusters Score -546452.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -546468.500000 Penalty: 4109.864746
	Iteration 41Q: 3 clusters Score -546468.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -546481.062500 Penalty: 4109.864746
	Iteration 42Q: 3 clusters Score -546481.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -546490.375000 Penalty: 4109.864746
	Iteration 43Q: 3 clusters Score -546490.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -546497.937500 Penalty: 4109.864746
	Iteration 44Q: 3 clusters Score -546497.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -546511.062500 Penalty: 4109.864746
	Iteration 45Q: 3 clusters Score -546511.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -546522.625000 Penalty: 4109.864746
	Iteration 46Q: 3 clusters Score -546522.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -546530.187500 Penalty: 4109.864746
	Iteration 47Q: 3 clusters Score -546530.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -546536.812500 Penalty: 4109.864746
	Iteration 48Q: 3 clusters Score -546536.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -546544.250000 Penalty: 4109.864746
	Iteration 49Q: 3 clusters Score -546544.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -546552.000000 Penalty: 4109.864746
	Iteration 50Q: 3 clusters Score -546552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -546561.500000 Penalty: 4109.864746
	Iteration 51Q: 3 clusters Score -546561.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -546570.187500 Penalty: 4109.864746
	Iteration 52Q: 3 clusters Score -546570.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -546582.187500 Penalty: 4109.864746
	Iteration 53Q: 3 clusters Score -546582.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -546589.250000 Penalty: 4109.864746
	Iteration 54Q: 3 clusters Score -546589.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -546597.375000 Penalty: 4109.864746
	Iteration 55Q: 3 clusters Score -546597.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -546605.375000 Penalty: 4109.864746
	Iteration 56Q: 3 clusters Score -546605.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -546615.125000 Penalty: 4109.864746
	Iteration 57Q: 3 clusters Score -546615.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -546624.750000 Penalty: 4109.864746
	Iteration 58Q: 3 clusters Score -546624.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -546632.750000 Penalty: 4109.864746
	Iteration 59Q: 3 clusters Score -546632.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -546639.312500 Penalty: 4109.864746
	Iteration 60F: 3 clusters Score -546639.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -546644.875000 Penalty: 4109.864746
	Iteration 61Q: 3 clusters Score -546644.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -546649.687500 Penalty: 4109.864746
	Iteration 62Q: 3 clusters Score -546649.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -546652.937500 Penalty: 4109.864746
	Iteration 63Q: 3 clusters Score -546652.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -546655.625000 Penalty: 4109.864746
	Iteration 64Q: 3 clusters Score -546655.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -546658.562500 Penalty: 4109.864746
	Iteration 65Q: 3 clusters Score -546658.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -546661.187500 Penalty: 4109.864746
	Iteration 66Q: 3 clusters Score -546661.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -546662.875000 Penalty: 4109.864746
	Iteration 67Q: 3 clusters Score -546662.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -546664.812500 Penalty: 4109.864746
	Iteration 68Q: 3 clusters Score -546664.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -546664.062500 Penalty: 4109.864746
	Iteration 69Q: 3 clusters Score -546664.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -546664.062500 Penalty: 4109.864746
	Iteration 70F: 3 clusters Score -546664.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 3 contains 22643 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 96044 members 
Mstep: Class 7 contains 32839 members 
Mstep: Class 8 contains 149692 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 2029 members 
Mstep: Class 12 contains 190594 members 
Mstep: Class 13 contains 69325 members 
Mstep: Class 15 contains 33483 members 
Mstep: Class 18 contains 17383 members 
Mstep: Class 19 contains 146909 members 
Mstep: Class 20 contains 3968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132643840.000000 Penalty: 68328.031250
Iteration 39Q: 21 clusters Score -1.326438e+08 nChanged 13247
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1316 members 
Mstep: Class 3 contains 22608 members 
Mstep: Class 4 contains 7369 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 98226 members 
Mstep: Class 7 contains 32134 members 
Mstep: Class 8 contains 149195 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 2102 members 
Mstep: Class 11 contains 1706 members 
Mstep: Class 12 contains 190470 members 
Mstep: Class 13 contains 69183 members 
Mstep: Class 14 contains 1871 members 
Mstep: Class 15 contains 32631 members 
Mstep: Class 16 contains 177337 members 
Mstep: Class 17 contains 4412 members 
Mstep: Class 18 contains 17524 members 
Mstep: Class 19 contains 146593 members 
Mstep: Class 20 contains 3967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132650864.000000 Penalty: 68328.031250
Iteration 40F: 21 clusters Score -1.326509e+08 nChanged 10409
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1316 members 
Mstep: Class 3 contains 22675 members 
Mstep: Class 4 contains 8214 members 
Mstep: Class 5 contains 527 members 
Mstep: Class 6 contains 100312 members 
Mstep: Class 7 contains 31249 members 
Mstep: Class 8 contains 148095 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 2317 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 12 contains 190472 members 
Mstep: Class 13 contains 68982 members 
Mstep: Class 14 contains 1899 members 
Mstep: Class 15 contains 31702 members 
Mstep: Class 16 contains 176934 members 
Mstep: Class 17 contains 5229 members 
Mstep: Class 18 contains 17675 members 
Mstep: Class 19 contains 145750 members 
Mstep: Class 20 contains 3967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132653928.000000 Penalty: 68328.031250
Iteration 41Q: 21 clusters Score -1.326539e+08 nChanged 9000
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1316 members 
Mstep: Class 3 contains 22762 members 
Mstep: Class 4 contains 8837 members 
Mstep: Class 5 contains 555 members 
Mstep: Class 6 contains 102478 members 
Mstep: Class 7 contains 30364 members 
Mstep: Class 8 contains 147111 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 2517 members 
Mstep: Class 11 contains 1887 members 
Mstep: Class 12 contains 190505 members 
Mstep: Class 13 contains 68821 members 
Mstep: Class 14 contains 1937 members 
Mstep: Class 15 contains 30777 members 
Mstep: Class 16 contains 176585 members 
Mstep: Class 17 contains 6003 members 
Mstep: Class 18 contains 17797 members 
Mstep: Class 19 contains 144939 members 
Mstep: Class 20 contains 3969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132656888.000000 Penalty: 68328.031250
Iteration 42Q: 21 clusters Score -1.326569e+08 nChanged 8269
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1316 members 
Mstep: Class 3 contains 22883 members 
Mstep: Class 4 contains 9252 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 104577 members 
Mstep: Class 7 contains 29501 members 
Mstep: Class 8 contains 146254 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 2708 members 
Mstep: Class 11 contains 1906 members 
Mstep: Class 12 contains 190517 members 
Mstep: Class 13 contains 68683 members 
Mstep: Class 14 contains 1974 members 
Mstep: Class 15 contains 29940 members 
Mstep: Class 16 contains 176397 members 
Mstep: Class 17 contains 6742 members 
Mstep: Class 18 contains 17878 members 
Mstep: Class 19 contains 144103 members 
Mstep: Class 20 contains 3966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132659016.000000 Penalty: 68328.031250
Iteration 43Q: 21 clusters Score -1.32659e+08 nChanged 7878
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1316 members 
Mstep: Class 3 contains 23017 members 
Mstep: Class 4 contains 9538 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 106726 members 
Mstep: Class 7 contains 28599 members 
Mstep: Class 8 contains 145497 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 2862 members 
Mstep: Class 11 contains 1918 members 
Mstep: Class 12 contains 190494 members 
Mstep: Class 13 contains 68552 members 
Mstep: Class 14 contains 2029 members 
Mstep: Class 15 contains 29154 members 
Mstep: Class 16 contains 176294 members 
Mstep: Class 17 contains 7427 members 
Mstep: Class 18 contains 17945 members 
Mstep: Class 19 contains 143266 members 
Mstep: Class 20 contains 3965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132660824.000000 Penalty: 68328.031250
Iteration 44Q: 21 clusters Score -1.326608e+08 nChanged 7600
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1316 members 
Mstep: Class 3 contains 23126 members 
Mstep: Class 4 contains 9750 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 108953 members 
Mstep: Class 7 contains 27745 members 
Mstep: Class 8 contains 144787 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 2987 members 
Mstep: Class 11 contains 1924 members 
Mstep: Class 12 contains 190499 members 
Mstep: Class 13 contains 68398 members 
Mstep: Class 14 contains 2084 members 
Mstep: Class 15 contains 28374 members 
Mstep: Class 16 contains 176197 members 
Mstep: Class 17 contains 8075 members 
Mstep: Class 18 contains 17986 members 
Mstep: Class 19 contains 142430 members 
Mstep: Class 20 contains 3965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132661800.000000 Penalty: 68328.031250
Iteration 45Q: 21 clusters Score -1.326618e+08 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1316 members 
Mstep: Class 3 contains 23248 members 
Mstep: Class 4 contains 9897 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 111255 members 
Mstep: Class 7 contains 26939 members 
Mstep: Class 8 contains 144056 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 3079 members 
Mstep: Class 11 contains 1927 members 
Mstep: Class 12 contains 190402 members 
Mstep: Class 13 contains 68293 members 
Mstep: Class 14 contains 2149 members 
Mstep: Class 15 contains 27636 members 
Mstep: Class 16 contains 176186 members 
Mstep: Class 17 contains 8667 members 
Mstep: Class 18 contains 18027 members 
Mstep: Class 19 contains 141557 members 
Mstep: Class 20 contains 3965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132662784.000000 Penalty: 68328.031250
Iteration 46Q: 21 clusters Score -1.326628e+08 nChanged 7206
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1316 members 
Mstep: Class 3 contains 23355 members 
Mstep: Class 4 contains 9986 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 113761 members 
Mstep: Class 7 contains 26167 members 
Mstep: Class 8 contains 143333 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 3146 members 
Mstep: Class 11 contains 1935 members 
Mstep: Class 12 contains 190282 members 
Mstep: Class 13 contains 68194 members 
Mstep: Class 14 contains 2215 members 
Mstep: Class 15 contains 26910 members 
Mstep: Class 16 contains 176162 members 
Mstep: Class 17 contains 9187 members 
Mstep: Class 18 contains 18063 members 
Mstep: Class 19 contains 140627 members 
Mstep: Class 20 contains 3963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132663264.000000 Penalty: 68328.031250
Iteration 47Q: 21 clusters Score -1.326633e+08 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1316 members 
Mstep: Class 3 contains 23442 members 
Mstep: Class 4 contains 10067 members 
Mstep: Class 5 contains 553 members 
Mstep: Class 6 contains 116302 members 
Mstep: Class 7 contains 25464 members 
Mstep: Class 8 contains 142639 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 3188 members 
Mstep: Class 11 contains 1943 members 
Mstep: Class 12 contains 190189 members 
Mstep: Class 13 contains 68073 members 
Mstep: Class 14 contains 2293 members 
Mstep: Class 15 contains 26175 members 
Mstep: Class 16 contains 176131 members 
Mstep: Class 17 contains 9600 members 
Mstep: Class 18 contains 18084 members 
Mstep: Class 19 contains 139739 members 
Mstep: Class 20 contains 3962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132664184.000000 Penalty: 68328.031250
Iteration 48Q: 21 clusters Score -1.326642e+08 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1316 members 
Mstep: Class 3 contains 23541 members 
Mstep: Class 4 contains 10120 members 
Mstep: Class 5 contains 546 members 
Mstep: Class 6 contains 118833 members 
Mstep: Class 7 contains 24805 members 
Mstep: Class 8 contains 142012 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 3221 members 
Mstep: Class 11 contains 1956 members 
Mstep: Class 12 contains 190002 members 
Mstep: Class 13 contains 67978 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 25484 members 
Mstep: Class 16 contains 176095 members 
Mstep: Class 17 contains 9941 members 
Mstep: Class 18 contains 18091 members 
Mstep: Class 19 contains 138892 members 
Mstep: Class 20 contains 3962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132664600.000000 Penalty: 68328.031250
Iteration 49Q: 21 clusters Score -1.326646e+08 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1316 members 
Mstep: Class 3 contains 23632 members 
Mstep: Class 4 contains 10148 members 
Mstep: Class 5 contains 539 members 
Mstep: Class 6 contains 121279 members 
Mstep: Class 7 contains 24166 members 
Mstep: Class 8 contains 141448 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 3238 members 
Mstep: Class 11 contains 1966 members 
Mstep: Class 12 contains 189895 members 
Mstep: Class 13 contains 67881 members 
Mstep: Class 14 contains 2444 members 
Mstep: Class 15 contains 24809 members 
Mstep: Class 16 contains 176108 members 
Mstep: Class 17 contains 10225 members 
Mstep: Class 18 contains 18110 members 
Mstep: Class 19 contains 137994 members 
Mstep: Class 20 contains 3962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132665072.000000 Penalty: 68328.031250
Iteration 50Q: 21 clusters Score -1.326651e+08 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1316 members 
Mstep: Class 3 contains 23710 members 
Mstep: Class 4 contains 10175 members 
Mstep: Class 5 contains 533 members 
Mstep: Class 6 contains 123628 members 
Mstep: Class 7 contains 23586 members 
Mstep: Class 8 contains 140802 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 3261 members 
Mstep: Class 11 contains 1974 members 
Mstep: Class 12 contains 189721 members 
Mstep: Class 13 contains 67785 members 
Mstep: Class 14 contains 2524 members 
Mstep: Class 15 contains 24197 members 
Mstep: Class 16 contains 176167 members 
Mstep: Class 17 contains 10472 members 
Mstep: Class 18 contains 18136 members 
Mstep: Class 19 contains 137211 members 
Mstep: Class 20 contains 3962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132665376.000000 Penalty: 68328.031250
Iteration 51Q: 21 clusters Score -1.326654e+08 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1316 members 
Mstep: Class 3 contains 23784 members 
Mstep: Class 4 contains 10193 members 
Mstep: Class 5 contains 525 members 
Mstep: Class 6 contains 125960 members 
Mstep: Class 7 contains 23076 members 
Mstep: Class 8 contains 140157 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 3281 members 
Mstep: Class 11 contains 1983 members 
Mstep: Class 12 contains 189424 members 
Mstep: Class 13 contains 67726 members 
Mstep: Class 14 contains 2622 members 
Mstep: Class 15 contains 23659 members 
Mstep: Class 16 contains 176168 members 
Mstep: Class 17 contains 10679 members 
Mstep: Class 18 contains 18137 members 
Mstep: Class 19 contains 136508 members 
Mstep: Class 20 contains 3962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132665712.000000 Penalty: 68328.031250
Iteration 52Q: 21 clusters Score -1.326657e+08 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1316 members 
Mstep: Class 3 contains 23857 members 
Mstep: Class 4 contains 10205 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 128129 members 
Mstep: Class 7 contains 22617 members 
Mstep: Class 8 contains 139501 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 3304 members 
Mstep: Class 11 contains 1994 members 
Mstep: Class 12 contains 189125 members 
Mstep: Class 13 contains 67672 members 
Mstep: Class 14 contains 2724 members 
Mstep: Class 15 contains 23155 members 
Mstep: Class 16 contains 176191 members 
Mstep: Class 17 contains 10867 members 
Mstep: Class 18 contains 18129 members 
Mstep: Class 19 contains 135897 members 
Mstep: Class 20 contains 3963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132665720.000000 Penalty: 68328.031250
Iteration 53Q: 21 clusters Score -1.326657e+08 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1316 members 
Mstep: Class 3 contains 23945 members 
Mstep: Class 4 contains 10217 members 
Mstep: Class 5 contains 503 members 
Mstep: Class 6 contains 130208 members 
Mstep: Class 7 contains 22190 members 
Mstep: Class 8 contains 138814 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 3331 members 
Mstep: Class 11 contains 2002 members 
Mstep: Class 12 contains 188811 members 
Mstep: Class 13 contains 67628 members 
Mstep: Class 14 contains 2817 members 
Mstep: Class 15 contains 22679 members 
Mstep: Class 16 contains 176202 members 
Mstep: Class 17 contains 11029 members 
Mstep: Class 18 contains 18127 members 
Mstep: Class 19 contains 135379 members 
Mstep: Class 20 contains 3962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132666872.000000 Penalty: 68328.031250
Iteration 54Q: 21 clusters Score -1.326669e+08 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1316 members 
Mstep: Class 3 contains 24019 members 
Mstep: Class 4 contains 10240 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 132096 members 
Mstep: Class 7 contains 21832 members 
Mstep: Class 8 contains 138150 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 3350 members 
Mstep: Class 11 contains 2008 members 
Mstep: Class 12 contains 188431 members 
Mstep: Class 13 contains 67580 members 
Mstep: Class 14 contains 2903 members 
Mstep: Class 15 contains 22272 members 
Mstep: Class 16 contains 176221 members 
Mstep: Class 17 contains 11159 members 
Mstep: Class 18 contains 18131 members 
Mstep: Class 19 contains 134989 members 
Mstep: Class 20 contains 3962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132666952.000000 Penalty: 68328.031250
Iteration 55Q: 21 clusters Score -1.32667e+08 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1316 members 
Mstep: Class 3 contains 24102 members 
Mstep: Class 4 contains 10261 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 133788 members 
Mstep: Class 7 contains 21504 members 
Mstep: Class 8 contains 137557 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 3366 members 
Mstep: Class 11 contains 2009 members 
Mstep: Class 12 contains 188091 members 
Mstep: Class 13 contains 67509 members 
Mstep: Class 14 contains 2987 members 
Mstep: Class 15 contains 21896 members 
Mstep: Class 16 contains 176259 members 
Mstep: Class 17 contains 11258 members 
Mstep: Class 18 contains 18122 members 
Mstep: Class 19 contains 134680 members 
Mstep: Class 20 contains 3959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132666984.000000 Penalty: 68328.031250
Iteration 56Q: 21 clusters Score -1.32667e+08 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1316 members 
Mstep: Class 3 contains 24182 members 
Mstep: Class 4 contains 10285 members 
Mstep: Class 5 contains 495 members 
Mstep: Class 6 contains 135285 members 
Mstep: Class 7 contains 21178 members 
Mstep: Class 8 contains 137007 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 2006 members 
Mstep: Class 12 contains 187749 members 
Mstep: Class 13 contains 67437 members 
Mstep: Class 14 contains 3070 members 
Mstep: Class 15 contains 21526 members 
Mstep: Class 16 contains 176333 members 
Mstep: Class 17 contains 11334 members 
Mstep: Class 18 contains 18125 members 
Mstep: Class 19 contains 134493 members 
Mstep: Class 20 contains 3958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132667160.000000 Penalty: 68328.031250
Iteration 57Q: 21 clusters Score -1.326672e+08 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1316 members 
Mstep: Class 3 contains 24267 members 
Mstep: Class 4 contains 10336 members 
Mstep: Class 5 contains 494 members 
Mstep: Class 6 contains 136729 members 
Mstep: Class 7 contains 20857 members 
Mstep: Class 8 contains 136467 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 3402 members 
Mstep: Class 11 contains 2006 members 
Mstep: Class 12 contains 187346 members 
Mstep: Class 13 contains 67348 members 
Mstep: Class 14 contains 3158 members 
Mstep: Class 15 contains 21155 members 
Mstep: Class 16 contains 176361 members 
Mstep: Class 17 contains 11405 members 
Mstep: Class 18 contains 18132 members 
Mstep: Class 19 contains 134424 members 
Mstep: Class 20 contains 3957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132667736.000000 Penalty: 68328.031250
Iteration 58Q: 21 clusters Score -1.326677e+08 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1316 members 
Mstep: Class 3 contains 24335 members 
Mstep: Class 4 contains 10365 members 
Mstep: Class 5 contains 493 members 
Mstep: Class 6 contains 138028 members 
Mstep: Class 7 contains 20577 members 
Mstep: Class 8 contains 135989 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 2007 members 
Mstep: Class 12 contains 186944 members 
Mstep: Class 13 contains 67267 members 
Mstep: Class 14 contains 3241 members 
Mstep: Class 15 contains 20822 members 
Mstep: Class 16 contains 176344 members 
Mstep: Class 17 contains 11475 members 
Mstep: Class 18 contains 18132 members 
Mstep: Class 19 contains 134462 members 
Mstep: Class 20 contains 3954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132668064.000000 Penalty: 68328.031250
Iteration 59Q: 21 clusters Score -1.326681e+08 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1316 members 
Mstep: Class 3 contains 24380 members 
Mstep: Class 4 contains 10375 members 
Mstep: Class 5 contains 491 members 
Mstep: Class 6 contains 139147 members 
Mstep: Class 7 contains 20297 members 
Mstep: Class 8 contains 135468 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 3422 members 
Mstep: Class 11 contains 2009 members 
Mstep: Class 12 contains 186556 members 
Mstep: Class 13 contains 67183 members 
Mstep: Class 14 contains 3321 members 
Mstep: Class 15 contains 20532 members 
Mstep: Class 16 contains 176351 members 
Mstep: Class 17 contains 11525 members 
Mstep: Class 18 contains 18141 members 
Mstep: Class 19 contains 134693 members 
Mstep: Class 20 contains 3953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132668824.000000 Penalty: 68328.031250
Iteration 60F: 21 clusters Score -1.326688e+08 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1316 members 
Mstep: Class 3 contains 24432 members 
Mstep: Class 4 contains 10400 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 140026 members 
Mstep: Class 7 contains 20036 members 
Mstep: Class 8 contains 134819 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 3570 members 
Mstep: Class 11 contains 2009 members 
Mstep: Class 12 contains 186142 members 
Mstep: Class 13 contains 67117 members 
Mstep: Class 14 contains 3399 members 
Mstep: Class 15 contains 20212 members 
Mstep: Class 16 contains 176367 members 
Mstep: Class 17 contains 11754 members 
Mstep: Class 18 contains 18139 members 
Mstep: Class 19 contains 134962 members 
Mstep: Class 20 contains 3952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132669272.000000 Penalty: 68328.031250
Iteration 61Q: 21 clusters Score -1.326693e+08 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1316 members 
Mstep: Class 3 contains 24489 members 
Mstep: Class 4 contains 10406 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 140716 members 
Mstep: Class 7 contains 19770 members 
Mstep: Class 8 contains 134168 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 3695 members 
Mstep: Class 11 contains 2010 members 
Mstep: Class 12 contains 185878 members 
Mstep: Class 13 contains 67065 members 
Mstep: Class 14 contains 3463 members 
Mstep: Class 15 contains 19938 members 
Mstep: Class 16 contains 176426 members 
Mstep: Class 17 contains 11953 members 
Mstep: Class 18 contains 18135 members 
Mstep: Class 19 contains 135259 members 
Mstep: Class 20 contains 3952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132669352.000000 Penalty: 68328.031250
Iteration 62Q: 21 clusters Score -1.326694e+08 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1316 members 
Mstep: Class 3 contains 24546 members 
Mstep: Class 4 contains 10442 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 141402 members 
Mstep: Class 7 contains 19473 members 
Mstep: Class 8 contains 133478 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 3834 members 
Mstep: Class 11 contains 2013 members 
Mstep: Class 12 contains 185644 members 
Mstep: Class 13 contains 67020 members 
Mstep: Class 14 contains 3550 members 
Mstep: Class 15 contains 19671 members 
Mstep: Class 16 contains 176502 members 
Mstep: Class 17 contains 12113 members 
Mstep: Class 18 contains 18133 members 
Mstep: Class 19 contains 135548 members 
Mstep: Class 20 contains 3952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132670024.000000 Penalty: 68328.031250
Iteration 63Q: 21 clusters Score -1.3267e+08 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1316 members 
Mstep: Class 3 contains 24604 members 
Mstep: Class 4 contains 10464 members 
Mstep: Class 5 contains 519 members 
Mstep: Class 6 contains 141949 members 
Mstep: Class 7 contains 19196 members 
Mstep: Class 8 contains 132868 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 3948 members 
Mstep: Class 11 contains 2010 members 
Mstep: Class 12 contains 185391 members 
Mstep: Class 13 contains 66980 members 
Mstep: Class 14 contains 3635 members 
Mstep: Class 15 contains 19456 members 
Mstep: Class 16 contains 176556 members 
Mstep: Class 17 contains 12234 members 
Mstep: Class 18 contains 18134 members 
Mstep: Class 19 contains 135950 members 
Mstep: Class 20 contains 3950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132670232.000000 Penalty: 68328.031250
Iteration 64Q: 21 clusters Score -1.326702e+08 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1316 members 
Mstep: Class 3 contains 24658 members 
Mstep: Class 4 contains 10475 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 142466 members 
Mstep: Class 7 contains 18965 members 
Mstep: Class 8 contains 132325 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4031 members 
Mstep: Class 11 contains 2010 members 
Mstep: Class 12 contains 185112 members 
Mstep: Class 13 contains 66962 members 
Mstep: Class 14 contains 3696 members 
Mstep: Class 15 contains 19235 members 
Mstep: Class 16 contains 176589 members 
Mstep: Class 17 contains 12326 members 
Mstep: Class 18 contains 18136 members 
Mstep: Class 19 contains 136393 members 
Mstep: Class 20 contains 3950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132670736.000000 Penalty: 68328.031250
Iteration 65Q: 21 clusters Score -1.326707e+08 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1316 members 
Mstep: Class 3 contains 24713 members 
Mstep: Class 4 contains 10507 members 
Mstep: Class 5 contains 506 members 
Mstep: Class 6 contains 142843 members 
Mstep: Class 7 contains 18754 members 
Mstep: Class 8 contains 131838 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4095 members 
Mstep: Class 11 contains 2008 members 
Mstep: Class 12 contains 184856 members 
Mstep: Class 13 contains 66937 members 
Mstep: Class 14 contains 3775 members 
Mstep: Class 15 contains 19001 members 
Mstep: Class 16 contains 176621 members 
Mstep: Class 17 contains 12422 members 
Mstep: Class 18 contains 18138 members 
Mstep: Class 19 contains 136879 members 
Mstep: Class 20 contains 3951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132671144.000000 Penalty: 68328.031250
Iteration 66Q: 21 clusters Score -1.326711e+08 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1316 members 
Mstep: Class 3 contains 24762 members 
Mstep: Class 4 contains 10529 members 
Mstep: Class 5 contains 503 members 
Mstep: Class 6 contains 143152 members 
Mstep: Class 7 contains 18538 members 
Mstep: Class 8 contains 131429 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4150 members 
Mstep: Class 11 contains 2010 members 
Mstep: Class 12 contains 184560 members 
Mstep: Class 13 contains 66910 members 
Mstep: Class 14 contains 3854 members 
Mstep: Class 15 contains 18792 members 
Mstep: Class 16 contains 176653 members 
Mstep: Class 17 contains 12500 members 
Mstep: Class 18 contains 18137 members 
Mstep: Class 19 contains 137415 members 
Mstep: Class 20 contains 3950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132671280.000000 Penalty: 68328.031250
Iteration 67Q: 21 clusters Score -1.326713e+08 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1316 members 
Mstep: Class 3 contains 24819 members 
Mstep: Class 4 contains 10536 members 
Mstep: Class 5 contains 503 members 
Mstep: Class 6 contains 143340 members 
Mstep: Class 7 contains 18332 members 
Mstep: Class 8 contains 131034 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4199 members 
Mstep: Class 11 contains 2011 members 
Mstep: Class 12 contains 184241 members 
Mstep: Class 13 contains 66893 members 
Mstep: Class 14 contains 3934 members 
Mstep: Class 15 contains 18600 members 
Mstep: Class 16 contains 176651 members 
Mstep: Class 17 contains 12586 members 
Mstep: Class 18 contains 18138 members 
Mstep: Class 19 contains 138076 members 
Mstep: Class 20 contains 3951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132671520.000000 Penalty: 68328.031250
Iteration 68Q: 21 clusters Score -1.326715e+08 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1316 members 
Mstep: Class 3 contains 24869 members 
Mstep: Class 4 contains 10538 members 
Mstep: Class 5 contains 499 members 
Mstep: Class 6 contains 143436 members 
Mstep: Class 7 contains 18148 members 
Mstep: Class 8 contains 130677 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4246 members 
Mstep: Class 11 contains 2012 members 
Mstep: Class 12 contains 183974 members 
Mstep: Class 13 contains 66878 members 
Mstep: Class 14 contains 4014 members 
Mstep: Class 15 contains 18412 members 
Mstep: Class 16 contains 176670 members 
Mstep: Class 17 contains 12659 members 
Mstep: Class 18 contains 18134 members 
Mstep: Class 19 contains 138727 members 
Mstep: Class 20 contains 3951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132671416.000000 Penalty: 68328.031250
Iteration 69Q: 21 clusters Score -1.326714e+08 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1316 members 
Mstep: Class 3 contains 24935 members 
Mstep: Class 4 contains 10543 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 143426 members 
Mstep: Class 7 contains 17991 members 
Mstep: Class 8 contains 130332 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4289 members 
Mstep: Class 11 contains 2013 members 
Mstep: Class 12 contains 183720 members 
Mstep: Class 13 contains 66877 members 
Mstep: Class 14 contains 4106 members 
Mstep: Class 15 contains 18234 members 
Mstep: Class 16 contains 176663 members 
Mstep: Class 17 contains 12730 members 
Mstep: Class 18 contains 18128 members 
Mstep: Class 19 contains 139409 members 
Mstep: Class 20 contains 3951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132671072.000000 Penalty: 68328.031250
Iteration 70Q: 21 clusters Score -1.326711e+08 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1316 members 
Mstep: Class 3 contains 25001 members 
Mstep: Class 4 contains 10550 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 143439 members 
Mstep: Class 7 contains 17852 members 
Mstep: Class 8 contains 129970 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4317 members 
Mstep: Class 11 contains 2010 members 
Mstep: Class 12 contains 183473 members 
Mstep: Class 13 contains 66867 members 
Mstep: Class 14 contains 4197 members 
Mstep: Class 15 contains 18079 members 
Mstep: Class 16 contains 176659 members 
Mstep: Class 17 contains 12780 members 
Mstep: Class 18 contains 18132 members 
Mstep: Class 19 contains 140073 members 
Mstep: Class 20 contains 3949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132671144.000000 Penalty: 68328.031250
Iteration 71Q: 21 clusters Score -1.326711e+08 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1316 members 
Mstep: Class 3 contains 25060 members 
Mstep: Class 4 contains 10552 members 
Mstep: Class 5 contains 494 members 
Mstep: Class 6 contains 143366 members 
Mstep: Class 7 contains 17707 members 
Mstep: Class 8 contains 129668 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4340 members 
Mstep: Class 11 contains 2011 members 
Mstep: Class 12 contains 183254 members 
Mstep: Class 13 contains 66866 members 
Mstep: Class 14 contains 4297 members 
Mstep: Class 15 contains 17939 members 
Mstep: Class 16 contains 176630 members 
Mstep: Class 17 contains 12822 members 
Mstep: Class 18 contains 18134 members 
Mstep: Class 19 contains 140756 members 
Mstep: Class 20 contains 3948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132671536.000000 Penalty: 68328.031250
Iteration 72Q: 21 clusters Score -1.326715e+08 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1316 members 
Mstep: Class 3 contains 25103 members 
Mstep: Class 4 contains 10551 members 
Mstep: Class 5 contains 492 members 
Mstep: Class 6 contains 143153 members 
Mstep: Class 7 contains 17585 members 
Mstep: Class 8 contains 129433 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4355 members 
Mstep: Class 11 contains 2010 members 
Mstep: Class 12 contains 183005 members 
Mstep: Class 13 contains 66864 members 
Mstep: Class 14 contains 4395 members 
Mstep: Class 15 contains 17804 members 
Mstep: Class 16 contains 176601 members 
Mstep: Class 17 contains 12872 members 
Mstep: Class 18 contains 18137 members 
Mstep: Class 19 contains 141536 members 
Mstep: Class 20 contains 3948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132671688.000000 Penalty: 68328.031250
Iteration 73Q: 21 clusters Score -1.326717e+08 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1316 members 
Mstep: Class 3 contains 25147 members 
Mstep: Class 4 contains 10547 members 
Mstep: Class 5 contains 490 members 
Mstep: Class 6 contains 142933 members 
Mstep: Class 7 contains 17461 members 
Mstep: Class 8 contains 129208 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4368 members 
Mstep: Class 11 contains 2011 members 
Mstep: Class 12 contains 182765 members 
Mstep: Class 13 contains 66862 members 
Mstep: Class 14 contains 4487 members 
Mstep: Class 15 contains 17688 members 
Mstep: Class 16 contains 176575 members 
Mstep: Class 17 contains 12903 members 
Mstep: Class 18 contains 18136 members 
Mstep: Class 19 contains 142314 members 
Mstep: Class 20 contains 3949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132671712.000000 Penalty: 68328.031250
Iteration 74Q: 21 clusters Score -1.326717e+08 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1316 members 
Mstep: Class 3 contains 25207 members 
Mstep: Class 4 contains 10531 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 142686 members 
Mstep: Class 7 contains 17356 members 
Mstep: Class 8 contains 128977 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4384 members 
Mstep: Class 11 contains 2009 members 
Mstep: Class 12 contains 182544 members 
Mstep: Class 13 contains 66862 members 
Mstep: Class 14 contains 4569 members 
Mstep: Class 15 contains 17560 members 
Mstep: Class 16 contains 176592 members 
Mstep: Class 17 contains 12929 members 
Mstep: Class 18 contains 18133 members 
Mstep: Class 19 contains 143067 members 
Mstep: Class 20 contains 3949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132672024.000000 Penalty: 68328.031250
Iteration 75Q: 21 clusters Score -1.32672e+08 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1316 members 
Mstep: Class 3 contains 25277 members 
Mstep: Class 4 contains 10537 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 142417 members 
Mstep: Class 7 contains 17243 members 
Mstep: Class 8 contains 128774 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4397 members 
Mstep: Class 11 contains 2009 members 
Mstep: Class 12 contains 182326 members 
Mstep: Class 13 contains 66863 members 
Mstep: Class 14 contains 4647 members 
Mstep: Class 15 contains 17452 members 
Mstep: Class 16 contains 176623 members 
Mstep: Class 17 contains 12967 members 
Mstep: Class 18 contains 18118 members 
Mstep: Class 19 contains 143756 members 
Mstep: Class 20 contains 3950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132671800.000000 Penalty: 68328.031250
Iteration 76Q: 21 clusters Score -1.326718e+08 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1316 members 
Mstep: Class 3 contains 25341 members 
Mstep: Class 4 contains 10533 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 142160 members 
Mstep: Class 7 contains 17147 members 
Mstep: Class 8 contains 128592 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4406 members 
Mstep: Class 11 contains 2011 members 
Mstep: Class 12 contains 182171 members 
Mstep: Class 13 contains 66864 members 
Mstep: Class 14 contains 4715 members 
Mstep: Class 15 contains 17360 members 
Mstep: Class 16 contains 176648 members 
Mstep: Class 17 contains 13002 members 
Mstep: Class 18 contains 18120 members 
Mstep: Class 19 contains 144339 members 
Mstep: Class 20 contains 3950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132671688.000000 Penalty: 68328.031250
Iteration 77Q: 21 clusters Score -1.326717e+08 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1316 members 
Mstep: Class 3 contains 25413 members 
Mstep: Class 4 contains 10515 members 
Mstep: Class 5 contains 484 members 
Mstep: Class 6 contains 141882 members 
Mstep: Class 7 contains 17068 members 
Mstep: Class 8 contains 128468 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4414 members 
Mstep: Class 11 contains 2011 members 
Mstep: Class 12 contains 181992 members 
Mstep: Class 13 contains 66860 members 
Mstep: Class 14 contains 4772 members 
Mstep: Class 15 contains 17263 members 
Mstep: Class 16 contains 176651 members 
Mstep: Class 17 contains 13034 members 
Mstep: Class 18 contains 18111 members 
Mstep: Class 19 contains 144956 members 
Mstep: Class 20 contains 3950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132671576.000000 Penalty: 68328.031250
Iteration 78Q: 21 clusters Score -1.326716e+08 nChanged 2094
Entering ConstructFrom: 
Score: -132671576.000000 Penalty: 68328.031250
Entering ConstructFrom: 
Trying to split cluster 1 (1279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Entering Unmasked Estep 
Score: -138834.546875 Penalty: 1774.150757
	Iteration 0F: 2 clusters Score -138834.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -137172.687500 Penalty: 3548.301514
	Iteration 0F: 3 clusters Score -137172.7 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -139237.750000 Penalty: 3548.301514
	Iteration 1F: 3 clusters Score -139237.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -140566.500000 Penalty: 3548.301514
	Iteration 2F: 3 clusters Score -140566.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -140954.562500 Penalty: 3548.301514
	Iteration 3F: 3 clusters Score -140954.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -141113.656250 Penalty: 3548.301514
	Iteration 4Q: 3 clusters Score -141113.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -141151.703125 Penalty: 3548.301514
	Iteration 5Q: 3 clusters Score -141151.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -141165.390625 Penalty: 3548.301514
	Iteration 6Q: 3 clusters Score -141165.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -141170.171875 Penalty: 3548.301514
	Iteration 7Q: 3 clusters Score -141170.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -141175.437500 Penalty: 3548.301514
	Iteration 8Q: 3 clusters Score -141175.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -141176.375000 Penalty: 3548.301514
	Iteration 9Q: 3 clusters Score -141176.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -141176.375000 Penalty: 3548.301514
	Iteration 10F: 3 clusters Score -141176.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1316 members 
Mstep: Class 3 contains 25485 members 
Mstep: Class 4 contains 10501 members 
Mstep: Class 5 contains 482 members 
Mstep: Class 6 contains 141656 members 
Mstep: Class 7 contains 16983 members 
Mstep: Class 8 contains 128325 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4424 members 
Mstep: Class 11 contains 2011 members 
Mstep: Class 12 contains 181787 members 
Mstep: Class 13 contains 66852 members 
Mstep: Class 14 contains 4831 members 
Mstep: Class 15 contains 17164 members 
Mstep: Class 16 contains 176687 members 
Mstep: Class 17 contains 13069 members 
Mstep: Class 18 contains 18098 members 
Mstep: Class 19 contains 145539 members 
Mstep: Class 20 contains 3950 members 
Mstep: Class 21 contains 869 members 
Entering Unmasked Estep 
Score: -132672256.000000 Penalty: 71744.437500
Splitting cluster 1 changes total score from -132671576.000000 to -132672256.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 2 (1316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Entering Unmasked Estep 
Score: -141895.625000 Penalty: 1781.223267
	Iteration 0F: 2 clusters Score -141895.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -140028.593750 Penalty: 3562.446533
	Iteration 0F: 3 clusters Score -140028.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -141652.109375 Penalty: 3562.446533
	Iteration 1F: 3 clusters Score -141652.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -142356.578125 Penalty: 3562.446533
	Iteration 2F: 3 clusters Score -142356.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -142666.156250 Penalty: 3562.446533
	Iteration 3F: 3 clusters Score -142666.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -142795.531250 Penalty: 3562.446533
	Iteration 4Q: 3 clusters Score -142795.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -142890.671875 Penalty: 3562.446533
	Iteration 5Q: 3 clusters Score -142890.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -143032.687500 Penalty: 3562.446533
	Iteration 6Q: 3 clusters Score -143032.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -143350.296875 Penalty: 3562.446533
	Iteration 7Q: 3 clusters Score -143350.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -143660.703125 Penalty: 3562.446533
	Iteration 8Q: 3 clusters Score -143660.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -144090.875000 Penalty: 3562.446533
	Iteration 9Q: 3 clusters Score -144090.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -144603.015625 Penalty: 3562.446533
	Iteration 10Q: 3 clusters Score -144603 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -144771.390625 Penalty: 3562.446533
	Iteration 11Q: 3 clusters Score -144771.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -144807.828125 Penalty: 3562.446533
	Iteration 12Q: 3 clusters Score -144807.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -144841.765625 Penalty: 3562.446533
	Iteration 13Q: 3 clusters Score -144841.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -144873.171875 Penalty: 3562.446533
	Iteration 14Q: 3 clusters Score -144873.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -144919.625000 Penalty: 3562.446533
	Iteration 15Q: 3 clusters Score -144919.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -144939.468750 Penalty: 3562.446533
	Iteration 16Q: 3 clusters Score -144939.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -144962.437500 Penalty: 3562.446533
	Iteration 17Q: 3 clusters Score -144962.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -144979.468750 Penalty: 3562.446533
	Iteration 18Q: 3 clusters Score -144979.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -144998.593750 Penalty: 3562.446533
	Iteration 19Q: 3 clusters Score -144998.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -145073.843750 Penalty: 3562.446533
	Iteration 20F: 3 clusters Score -145073.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -145189.125000 Penalty: 3562.446533
	Iteration 21Q: 3 clusters Score -145189.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -145201.312500 Penalty: 3562.446533
	Iteration 22Q: 3 clusters Score -145201.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -145226.968750 Penalty: 3562.446533
	Iteration 23Q: 3 clusters Score -145227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -145254.515625 Penalty: 3562.446533
	Iteration 24Q: 3 clusters Score -145254.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -145266.140625 Penalty: 3562.446533
	Iteration 25Q: 3 clusters Score -145266.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -145283.812500 Penalty: 3562.446533
	Iteration 26Q: 3 clusters Score -145283.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -145302.187500 Penalty: 3562.446533
	Iteration 27Q: 3 clusters Score -145302.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -145307.640625 Penalty: 3562.446533
	Iteration 28Q: 3 clusters Score -145307.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -145310.921875 Penalty: 3562.446533
	Iteration 29Q: 3 clusters Score -145310.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -145313.156250 Penalty: 3562.446533
	Iteration 30Q: 3 clusters Score -145313.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -145316.531250 Penalty: 3562.446533
	Iteration 31Q: 3 clusters Score -145316.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -145320.328125 Penalty: 3562.446533
	Iteration 32Q: 3 clusters Score -145320.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -145333.515625 Penalty: 3562.446533
	Iteration 33Q: 3 clusters Score -145333.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -145360.359375 Penalty: 3562.446533
	Iteration 34Q: 3 clusters Score -145360.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -145411.765625 Penalty: 3562.446533
	Iteration 35Q: 3 clusters Score -145411.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -145446.359375 Penalty: 3562.446533
	Iteration 36Q: 3 clusters Score -145446.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -145468.609375 Penalty: 3562.446533
	Iteration 37Q: 3 clusters Score -145468.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -145471.031250 Penalty: 3562.446533
	Iteration 38Q: 3 clusters Score -145471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -145471.484375 Penalty: 3562.446533
	Iteration 39Q: 3 clusters Score -145471.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -145473.062500 Penalty: 3562.446533
	Iteration 40F: 3 clusters Score -145473.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -145477.203125 Penalty: 3562.446533
	Iteration 41Q: 3 clusters Score -145477.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -145478.203125 Penalty: 3562.446533
	Iteration 42Q: 3 clusters Score -145478.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -145478.203125 Penalty: 3562.446533
	Iteration 43F: 3 clusters Score -145478.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 25485 members 
Mstep: Class 4 contains 10501 members 
Mstep: Class 5 contains 482 members 
Mstep: Class 6 contains 141656 members 
Mstep: Class 7 contains 16983 members 
Mstep: Class 8 contains 128325 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4424 members 
Mstep: Class 11 contains 2011 members 
Mstep: Class 12 contains 181787 members 
Mstep: Class 13 contains 66852 members 
Mstep: Class 14 contains 4831 members 
Mstep: Class 15 contains 17164 members 
Mstep: Class 16 contains 176687 members 
Mstep: Class 17 contains 13069 members 
Mstep: Class 18 contains 18098 members 
Mstep: Class 19 contains 145539 members 
Mstep: Class 20 contains 3950 members 
Mstep: Class 21 contains 869 members 
Mstep: Class 22 contains 348 members 
Entering Unmasked Estep 
Score: -132674240.000000 Penalty: 75160.835938
Splitting cluster 2 changes total score from -132671576.000000 to -132674240.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 3 (25485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Entering Unmasked Estep 
Score: -3466376.500000 Penalty: 2516.169678
	Iteration 0F: 2 clusters Score -3466376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -3448906.750000 Penalty: 5032.339355
	Iteration 0F: 3 clusters Score -3448907 nChanged 11331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -3455275.750000 Penalty: 5032.339355
	Iteration 1F: 3 clusters Score -3455276 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -3456463.500000 Penalty: 5032.339355
	Iteration 2F: 3 clusters Score -3456464 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -3457963.750000 Penalty: 5032.339355
	Iteration 3F: 3 clusters Score -3457964 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -3459491.250000 Penalty: 5032.339355
	Iteration 4F: 3 clusters Score -3459491 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -3460938.500000 Penalty: 5032.339355
	Iteration 5F: 3 clusters Score -3460938 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -3462018.000000 Penalty: 5032.339355
	Iteration 6F: 3 clusters Score -3462018 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -3462718.250000 Penalty: 5032.339355
	Iteration 7Q: 3 clusters Score -3462718 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -3463129.750000 Penalty: 5032.339355
	Iteration 8Q: 3 clusters Score -3463130 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -3463366.750000 Penalty: 5032.339355
	Iteration 9Q: 3 clusters Score -3463367 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -3463550.750000 Penalty: 5032.339355
	Iteration 10Q: 3 clusters Score -3463551 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -3463696.500000 Penalty: 5032.339355
	Iteration 11Q: 3 clusters Score -3463696 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -3463846.750000 Penalty: 5032.339355
	Iteration 12Q: 3 clusters Score -3463847 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -3464020.500000 Penalty: 5032.339355
	Iteration 13Q: 3 clusters Score -3464020 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -3464225.250000 Penalty: 5032.339355
	Iteration 14Q: 3 clusters Score -3464225 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -3464451.750000 Penalty: 5032.339355
	Iteration 15Q: 3 clusters Score -3464452 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -3464718.750000 Penalty: 5032.339355
	Iteration 16Q: 3 clusters Score -3464719 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -3465016.500000 Penalty: 5032.339355
	Iteration 17Q: 3 clusters Score -3465016 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -3465299.500000 Penalty: 5032.339355
	Iteration 18Q: 3 clusters Score -3465300 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -3465503.500000 Penalty: 5032.339355
	Iteration 19Q: 3 clusters Score -3465504 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -3465643.250000 Penalty: 5032.339355
	Iteration 20F: 3 clusters Score -3465643 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -3465724.250000 Penalty: 5032.339355
	Iteration 21Q: 3 clusters Score -3465724 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -3465743.250000 Penalty: 5032.339355
	Iteration 22Q: 3 clusters Score -3465743 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -3465759.750000 Penalty: 5032.339355
	Iteration 23Q: 3 clusters Score -3465760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -3465769.500000 Penalty: 5032.339355
	Iteration 24Q: 3 clusters Score -3465770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -3465770.750000 Penalty: 5032.339355
	Iteration 25Q: 3 clusters Score -3465771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -3465774.250000 Penalty: 5032.339355
	Iteration 26Q: 3 clusters Score -3465774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -3465784.250000 Penalty: 5032.339355
	Iteration 27Q: 3 clusters Score -3465784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -3465785.750000 Penalty: 5032.339355
	Iteration 28Q: 3 clusters Score -3465786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -3465792.500000 Penalty: 5032.339355
	Iteration 29Q: 3 clusters Score -3465792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -3465791.250000 Penalty: 5032.339355
	Iteration 30Q: 3 clusters Score -3465791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -3465789.500000 Penalty: 5032.339355
	Iteration 31Q: 3 clusters Score -3465790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -3465790.000000 Penalty: 5032.339355
	Iteration 32Q: 3 clusters Score -3465790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -3465790.250000 Penalty: 5032.339355
	Iteration 33Q: 3 clusters Score -3465790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -3465790.250000 Penalty: 5032.339355
	Iteration 34F: 3 clusters Score -3465790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Entering Unmasked Estep 
Score: -1415265.750000 Penalty: 2296.288086
	Iteration 0F: 2 clusters Score -1415266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1407228.750000 Penalty: 4592.576172
	Iteration 0F: 3 clusters Score -1407229 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1409652.125000 Penalty: 4592.576172
	Iteration 1F: 3 clusters Score -1409652 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1410077.875000 Penalty: 4592.576172
	Iteration 2F: 3 clusters Score -1410078 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1410492.500000 Penalty: 4592.576172
	Iteration 3F: 3 clusters Score -1410492 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1410978.875000 Penalty: 4592.576172
	Iteration 4F: 3 clusters Score -1410979 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1411598.625000 Penalty: 4592.576172
	Iteration 5F: 3 clusters Score -1411599 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1412287.750000 Penalty: 4592.576172
	Iteration 6F: 3 clusters Score -1412288 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1412927.750000 Penalty: 4592.576172
	Iteration 7F: 3 clusters Score -1412928 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1413424.375000 Penalty: 4592.576172
	Iteration 8F: 3 clusters Score -1413424 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1413727.625000 Penalty: 4592.576172
	Iteration 9Q: 3 clusters Score -1413728 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1413923.625000 Penalty: 4592.576172
	Iteration 10Q: 3 clusters Score -1413924 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1414053.375000 Penalty: 4592.576172
	Iteration 11Q: 3 clusters Score -1414053 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1414129.000000 Penalty: 4592.576172
	Iteration 12Q: 3 clusters Score -1414129 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1414180.750000 Penalty: 4592.576172
	Iteration 13Q: 3 clusters Score -1414181 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1414236.625000 Penalty: 4592.576172
	Iteration 14Q: 3 clusters Score -1414237 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1414295.000000 Penalty: 4592.576172
	Iteration 15Q: 3 clusters Score -1414295 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1414351.500000 Penalty: 4592.576172
	Iteration 16Q: 3 clusters Score -1414352 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1414391.000000 Penalty: 4592.576172
	Iteration 17Q: 3 clusters Score -1414391 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1414419.375000 Penalty: 4592.576172
	Iteration 18Q: 3 clusters Score -1414419 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1414443.375000 Penalty: 4592.576172
	Iteration 19Q: 3 clusters Score -1414443 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1414459.250000 Penalty: 4592.576172
	Iteration 20F: 3 clusters Score -1414459 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1414471.625000 Penalty: 4592.576172
	Iteration 21Q: 3 clusters Score -1414472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1414481.500000 Penalty: 4592.576172
	Iteration 22Q: 3 clusters Score -1414482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1414490.000000 Penalty: 4592.576172
	Iteration 23Q: 3 clusters Score -1414490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1414492.625000 Penalty: 4592.576172
	Iteration 24Q: 3 clusters Score -1414493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1414493.750000 Penalty: 4592.576172
	Iteration 25Q: 3 clusters Score -1414494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1414497.625000 Penalty: 4592.576172
	Iteration 26Q: 3 clusters Score -1414498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1414497.125000 Penalty: 4592.576172
	Iteration 27Q: 3 clusters Score -1414497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1414496.125000 Penalty: 4592.576172
	Iteration 28Q: 3 clusters Score -1414496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1414496.375000 Penalty: 4592.576172
	Iteration 29Q: 3 clusters Score -1414496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1414496.375000 Penalty: 4592.576172
	Iteration 30F: 3 clusters Score -1414496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -60814.265625 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -60814.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -59289.527344 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -59289.53 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -59455.042969 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -59455.04 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -59526.746094 Penalty: 3064.260254
	Iteration 2F: 3 clusters Score -59526.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -59568.949219 Penalty: 3064.260254
	Iteration 3Q: 3 clusters Score -59568.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -59602.320312 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -59602.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -59627.949219 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -59627.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -59632.718750 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -59632.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -59639.109375 Penalty: 3064.260254
	Iteration 7Q: 3 clusters Score -59639.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -59647.804688 Penalty: 3064.260254
	Iteration 8Q: 3 clusters Score -59647.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -59651.570312 Penalty: 3064.260254
	Iteration 9Q: 3 clusters Score -59651.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -59654.246094 Penalty: 3064.260254
	Iteration 10Q: 3 clusters Score -59654.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -59662.066406 Penalty: 3064.260254
	Iteration 11Q: 3 clusters Score -59662.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -59666.066406 Penalty: 3064.260254
	Iteration 12Q: 3 clusters Score -59666.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -59666.066406 Penalty: 3064.260254
	Iteration 13F: 3 clusters Score -59666.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (141656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141656 members 
Entering Unmasked Estep 
Score: -19893856.000000 Penalty: 2941.566895
	Iteration 0F: 2 clusters Score -1.989386e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71049 members 
Mstep: Class 2 contains 70607 members 
Entering Unmasked Estep 
Score: -19804174.000000 Penalty: 5883.133789
	Iteration 0F: 3 clusters Score -1.980417e+07 nChanged 67597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74002 members 
Mstep: Class 2 contains 67654 members 
Entering Unmasked Estep 
Score: -19843380.000000 Penalty: 5883.133789
	Iteration 1F: 3 clusters Score -1.984338e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76355 members 
Mstep: Class 2 contains 65301 members 
Entering Unmasked Estep 
Score: -19844482.000000 Penalty: 5883.133789
	Iteration 2Q: 3 clusters Score -1.984448e+07 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79816 members 
Mstep: Class 2 contains 61840 members 
Entering Unmasked Estep 
Score: -19846122.000000 Penalty: 5883.133789
	Iteration 3Q: 3 clusters Score -1.984612e+07 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85021 members 
Mstep: Class 2 contains 56635 members 
Entering Unmasked Estep 
Score: -19848704.000000 Penalty: 5883.133789
	Iteration 4Q: 3 clusters Score -1.98487e+07 nChanged 8157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92470 members 
Mstep: Class 2 contains 49186 members 
Entering Unmasked Estep 
Score: -19853170.000000 Penalty: 5883.133789
	Iteration 5F: 3 clusters Score -1.985317e+07 nChanged 10237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102187 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -19860022.000000 Penalty: 5883.133789
	Iteration 6F: 3 clusters Score -1.986002e+07 nChanged 11195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113050 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -19868288.000000 Penalty: 5883.133789
	Iteration 7F: 3 clusters Score -1.986829e+07 nChanged 10144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123014 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -19876206.000000 Penalty: 5883.133789
	Iteration 8F: 3 clusters Score -1.987621e+07 nChanged 7424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130314 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -19882108.000000 Penalty: 5883.133789
	Iteration 9F: 3 clusters Score -1.988211e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134664 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -19886054.000000 Penalty: 5883.133789
	Iteration 10Q: 3 clusters Score -1.988605e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136895 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -19888234.000000 Penalty: 5883.133789
	Iteration 11Q: 3 clusters Score -1.988823e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138064 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -19889400.000000 Penalty: 5883.133789
	Iteration 12Q: 3 clusters Score -1.98894e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138727 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -19890036.000000 Penalty: 5883.133789
	Iteration 13Q: 3 clusters Score -1.989004e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139106 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -19890400.000000 Penalty: 5883.133789
	Iteration 14Q: 3 clusters Score -1.98904e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139399 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -19890672.000000 Penalty: 5883.133789
	Iteration 15Q: 3 clusters Score -1.989067e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139592 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -19890872.000000 Penalty: 5883.133789
	Iteration 16Q: 3 clusters Score -1.989087e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139703 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -19890990.000000 Penalty: 5883.133789
	Iteration 17Q: 3 clusters Score -1.989099e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139795 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -19891080.000000 Penalty: 5883.133789
	Iteration 18Q: 3 clusters Score -1.989108e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139856 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -19891178.000000 Penalty: 5883.133789
	Iteration 19Q: 3 clusters Score -1.989118e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139898 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -19891234.000000 Penalty: 5883.133789
	Iteration 20F: 3 clusters Score -1.989123e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139926 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -19891254.000000 Penalty: 5883.133789
	Iteration 21Q: 3 clusters Score -1.989125e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139941 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -19891258.000000 Penalty: 5883.133789
	Iteration 22Q: 3 clusters Score -1.989126e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139957 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -19891264.000000 Penalty: 5883.133789
	Iteration 23Q: 3 clusters Score -1.989126e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139969 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -19891272.000000 Penalty: 5883.133789
	Iteration 24Q: 3 clusters Score -1.989127e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139985 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -19891284.000000 Penalty: 5883.133789
	Iteration 25Q: 3 clusters Score -1.989128e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139992 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -19891308.000000 Penalty: 5883.133789
	Iteration 26Q: 3 clusters Score -1.989131e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140003 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -19891316.000000 Penalty: 5883.133789
	Iteration 27Q: 3 clusters Score -1.989132e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140005 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -19891312.000000 Penalty: 5883.133789
	Iteration 28Q: 3 clusters Score -1.989131e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140008 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -19891302.000000 Penalty: 5883.133789
	Iteration 29Q: 3 clusters Score -1.98913e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140010 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -19891310.000000 Penalty: 5883.133789
	Iteration 30Q: 3 clusters Score -1.989131e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140010 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -19891316.000000 Penalty: 5883.133789
	Iteration 31Q: 3 clusters Score -1.989132e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140015 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -19891314.000000 Penalty: 5883.133789
	Iteration 32Q: 3 clusters Score -1.989131e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140014 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -19891306.000000 Penalty: 5883.133789
	Iteration 33Q: 3 clusters Score -1.989131e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140016 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -19891304.000000 Penalty: 5883.133789
	Iteration 34Q: 3 clusters Score -1.98913e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140020 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -19891310.000000 Penalty: 5883.133789
	Iteration 35Q: 3 clusters Score -1.989131e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140027 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -19891316.000000 Penalty: 5883.133789
	Iteration 36Q: 3 clusters Score -1.989132e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140033 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -19891312.000000 Penalty: 5883.133789
	Iteration 37Q: 3 clusters Score -1.989131e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140036 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -19891312.000000 Penalty: 5883.133789
	Iteration 38Q: 3 clusters Score -1.989131e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140039 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -19891336.000000 Penalty: 5883.133789
	Iteration 39Q: 3 clusters Score -1.989134e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140036 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -19891326.000000 Penalty: 5883.133789
	Iteration 40F: 3 clusters Score -1.989133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140034 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -19891330.000000 Penalty: 5883.133789
	Iteration 41Q: 3 clusters Score -1.989133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140034 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -19891322.000000 Penalty: 5883.133789
	Iteration 42Q: 3 clusters Score -1.989132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140033 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -19891322.000000 Penalty: 5883.133789
	Iteration 43Q: 3 clusters Score -1.989132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140032 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -19891316.000000 Penalty: 5883.133789
	Iteration 44Q: 3 clusters Score -1.989132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140035 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -19891312.000000 Penalty: 5883.133789
	Iteration 45Q: 3 clusters Score -1.989131e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140036 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -19891316.000000 Penalty: 5883.133789
	Iteration 46Q: 3 clusters Score -1.989132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140035 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -19891316.000000 Penalty: 5883.133789
	Iteration 47Q: 3 clusters Score -1.989132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140033 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -19891314.000000 Penalty: 5883.133789
	Iteration 48Q: 3 clusters Score -1.989131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140031 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -19891306.000000 Penalty: 5883.133789
	Iteration 49Q: 3 clusters Score -1.989131e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140031 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -19891306.000000 Penalty: 5883.133789
	Iteration 50F: 3 clusters Score -1.989131e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Entering Unmasked Estep 
Score: -2416915.250000 Penalty: 2415.512207
	Iteration 0F: 2 clusters Score -2416915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -2404769.250000 Penalty: 4831.024414
	Iteration 0F: 3 clusters Score -2404769 nChanged 7386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -2408741.750000 Penalty: 4831.024414
	Iteration 1F: 3 clusters Score -2408742 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2409094.750000 Penalty: 4831.024414
	Iteration 2F: 3 clusters Score -2409095 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -2409359.750000 Penalty: 4831.024414
	Iteration 3Q: 3 clusters Score -2409360 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -2409597.250000 Penalty: 4831.024414
	Iteration 4Q: 3 clusters Score -2409597 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2409875.500000 Penalty: 4831.024414
	Iteration 5Q: 3 clusters Score -2409876 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -2410195.000000 Penalty: 4831.024414
	Iteration 6Q: 3 clusters Score -2410195 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -2410583.000000 Penalty: 4831.024414
	Iteration 7Q: 3 clusters Score -2410583 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -2411081.500000 Penalty: 4831.024414
	Iteration 8Q: 3 clusters Score -2411082 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2411721.500000 Penalty: 4831.024414
	Iteration 9F: 3 clusters Score -2411722 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -2412519.750000 Penalty: 4831.024414
	Iteration 10F: 3 clusters Score -2412520 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2413287.000000 Penalty: 4831.024414
	Iteration 11F: 3 clusters Score -2413287 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2413908.750000 Penalty: 4831.024414
	Iteration 12Q: 3 clusters Score -2413909 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2414356.000000 Penalty: 4831.024414
	Iteration 13Q: 3 clusters Score -2414356 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2414655.250000 Penalty: 4831.024414
	Iteration 14Q: 3 clusters Score -2414655 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2414810.000000 Penalty: 4831.024414
	Iteration 15Q: 3 clusters Score -2414810 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2414937.000000 Penalty: 4831.024414
	Iteration 16Q: 3 clusters Score -2414937 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2415015.250000 Penalty: 4831.024414
	Iteration 17Q: 3 clusters Score -2415015 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2415072.750000 Penalty: 4831.024414
	Iteration 18Q: 3 clusters Score -2415073 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2415116.250000 Penalty: 4831.024414
	Iteration 19Q: 3 clusters Score -2415116 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2415137.500000 Penalty: 4831.024414
	Iteration 20F: 3 clusters Score -2415138 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2415163.250000 Penalty: 4831.024414
	Iteration 21Q: 3 clusters Score -2415163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2415166.500000 Penalty: 4831.024414
	Iteration 22Q: 3 clusters Score -2415166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2415174.250000 Penalty: 4831.024414
	Iteration 23Q: 3 clusters Score -2415174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2415179.250000 Penalty: 4831.024414
	Iteration 24Q: 3 clusters Score -2415179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2415191.500000 Penalty: 4831.024414
	Iteration 25Q: 3 clusters Score -2415192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2415190.250000 Penalty: 4831.024414
	Iteration 26Q: 3 clusters Score -2415190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2415194.000000 Penalty: 4831.024414
	Iteration 27Q: 3 clusters Score -2415194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2415194.500000 Penalty: 4831.024414
	Iteration 28Q: 3 clusters Score -2415194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2415198.500000 Penalty: 4831.024414
	Iteration 29Q: 3 clusters Score -2415198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2415202.750000 Penalty: 4831.024414
	Iteration 30Q: 3 clusters Score -2415203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2415207.000000 Penalty: 4831.024414
	Iteration 31Q: 3 clusters Score -2415207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2415207.250000 Penalty: 4831.024414
	Iteration 32Q: 3 clusters Score -2415207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2415213.000000 Penalty: 4831.024414
	Iteration 33Q: 3 clusters Score -2415213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2415216.250000 Penalty: 4831.024414
	Iteration 34Q: 3 clusters Score -2415216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2415216.750000 Penalty: 4831.024414
	Iteration 35Q: 3 clusters Score -2415217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2415216.000000 Penalty: 4831.024414
	Iteration 36Q: 3 clusters Score -2415216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2415219.750000 Penalty: 4831.024414
	Iteration 37Q: 3 clusters Score -2415220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2415219.250000 Penalty: 4831.024414
	Iteration 38Q: 3 clusters Score -2415219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2415217.750000 Penalty: 4831.024414
	Iteration 39Q: 3 clusters Score -2415218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2415217.750000 Penalty: 4831.024414
	Iteration 40F: 3 clusters Score -2415218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (128325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128325 members 
Entering Unmasked Estep 
Score: -18177578.000000 Penalty: 2917.055664
	Iteration 0F: 2 clusters Score -1.817758e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64048 members 
Mstep: Class 2 contains 64277 members 
Entering Unmasked Estep 
Score: -18095690.000000 Penalty: 5834.111328
	Iteration 0F: 3 clusters Score -1.809569e+07 nChanged 60950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63564 members 
Mstep: Class 2 contains 64761 members 
Entering Unmasked Estep 
Score: -18130266.000000 Penalty: 5834.111328
	Iteration 1F: 3 clusters Score -1.813027e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63202 members 
Mstep: Class 2 contains 65123 members 
Entering Unmasked Estep 
Score: -18130938.000000 Penalty: 5834.111328
	Iteration 2Q: 3 clusters Score -1.813094e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62568 members 
Mstep: Class 2 contains 65757 members 
Entering Unmasked Estep 
Score: -18131514.000000 Penalty: 5834.111328
	Iteration 3Q: 3 clusters Score -1.813151e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61640 members 
Mstep: Class 2 contains 66685 members 
Entering Unmasked Estep 
Score: -18132272.000000 Penalty: 5834.111328
	Iteration 4Q: 3 clusters Score -1.813227e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60168 members 
Mstep: Class 2 contains 68157 members 
Entering Unmasked Estep 
Score: -18133178.000000 Penalty: 5834.111328
	Iteration 5Q: 3 clusters Score -1.813318e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57938 members 
Mstep: Class 2 contains 70387 members 
Entering Unmasked Estep 
Score: -18134480.000000 Penalty: 5834.111328
	Iteration 6Q: 3 clusters Score -1.813448e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54587 members 
Mstep: Class 2 contains 73738 members 
Entering Unmasked Estep 
Score: -18136532.000000 Penalty: 5834.111328
	Iteration 7Q: 3 clusters Score -1.813653e+07 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49703 members 
Mstep: Class 2 contains 78622 members 
Entering Unmasked Estep 
Score: -18139950.000000 Penalty: 5834.111328
	Iteration 8Q: 3 clusters Score -1.813995e+07 nChanged 7703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 85141 members 
Entering Unmasked Estep 
Score: -18144856.000000 Penalty: 5834.111328
	Iteration 9F: 3 clusters Score -1.814486e+07 nChanged 8805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 92928 members 
Entering Unmasked Estep 
Score: -18151322.000000 Penalty: 5834.111328
	Iteration 10F: 3 clusters Score -1.815132e+07 nChanged 8528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 100582 members 
Entering Unmasked Estep 
Score: -18157880.000000 Penalty: 5834.111328
	Iteration 11F: 3 clusters Score -1.815788e+07 nChanged 7025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 106803 members 
Entering Unmasked Estep 
Score: -18162996.000000 Penalty: 5834.111328
	Iteration 12F: 3 clusters Score -1.8163e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 111268 members 
Entering Unmasked Estep 
Score: -18166522.000000 Penalty: 5834.111328
	Iteration 13Q: 3 clusters Score -1.816652e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 114430 members 
Entering Unmasked Estep 
Score: -18168910.000000 Penalty: 5834.111328
	Iteration 14Q: 3 clusters Score -1.816891e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 116739 members 
Entering Unmasked Estep 
Score: -18170436.000000 Penalty: 5834.111328
	Iteration 15Q: 3 clusters Score -1.817044e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 118562 members 
Entering Unmasked Estep 
Score: -18171568.000000 Penalty: 5834.111328
	Iteration 16Q: 3 clusters Score -1.817157e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 120051 members 
Entering Unmasked Estep 
Score: -18172438.000000 Penalty: 5834.111328
	Iteration 17Q: 3 clusters Score -1.817244e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 121238 members 
Entering Unmasked Estep 
Score: -18173172.000000 Penalty: 5834.111328
	Iteration 18Q: 3 clusters Score -1.817317e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 122184 members 
Entering Unmasked Estep 
Score: -18173730.000000 Penalty: 5834.111328
	Iteration 19Q: 3 clusters Score -1.817373e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 122902 members 
Entering Unmasked Estep 
Score: -18174140.000000 Penalty: 5834.111328
	Iteration 20F: 3 clusters Score -1.817414e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 123450 members 
Entering Unmasked Estep 
Score: -18174456.000000 Penalty: 5834.111328
	Iteration 21Q: 3 clusters Score -1.817446e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 123942 members 
Entering Unmasked Estep 
Score: -18174638.000000 Penalty: 5834.111328
	Iteration 22Q: 3 clusters Score -1.817464e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 124385 members 
Entering Unmasked Estep 
Score: -18174902.000000 Penalty: 5834.111328
	Iteration 23Q: 3 clusters Score -1.81749e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 124741 members 
Entering Unmasked Estep 
Score: -18175088.000000 Penalty: 5834.111328
	Iteration 24Q: 3 clusters Score -1.817509e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 125011 members 
Entering Unmasked Estep 
Score: -18175204.000000 Penalty: 5834.111328
	Iteration 25Q: 3 clusters Score -1.81752e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 125248 members 
Entering Unmasked Estep 
Score: -18175268.000000 Penalty: 5834.111328
	Iteration 26Q: 3 clusters Score -1.817527e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 125450 members 
Entering Unmasked Estep 
Score: -18175346.000000 Penalty: 5834.111328
	Iteration 27Q: 3 clusters Score -1.817535e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 125626 members 
Entering Unmasked Estep 
Score: -18175370.000000 Penalty: 5834.111328
	Iteration 28Q: 3 clusters Score -1.817537e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 125774 members 
Entering Unmasked Estep 
Score: -18175392.000000 Penalty: 5834.111328
	Iteration 29Q: 3 clusters Score -1.817539e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 125898 members 
Entering Unmasked Estep 
Score: -18175386.000000 Penalty: 5834.111328
	Iteration 30Q: 3 clusters Score -1.817539e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 125995 members 
Entering Unmasked Estep 
Score: -18175400.000000 Penalty: 5834.111328
	Iteration 31Q: 3 clusters Score -1.81754e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 126071 members 
Entering Unmasked Estep 
Score: -18175430.000000 Penalty: 5834.111328
	Iteration 32Q: 3 clusters Score -1.817543e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 126131 members 
Entering Unmasked Estep 
Score: -18175440.000000 Penalty: 5834.111328
	Iteration 33Q: 3 clusters Score -1.817544e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 126178 members 
Entering Unmasked Estep 
Score: -18175426.000000 Penalty: 5834.111328
	Iteration 34Q: 3 clusters Score -1.817543e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 126214 members 
Entering Unmasked Estep 
Score: -18175434.000000 Penalty: 5834.111328
	Iteration 35Q: 3 clusters Score -1.817543e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 126250 members 
Entering Unmasked Estep 
Score: -18175458.000000 Penalty: 5834.111328
	Iteration 36Q: 3 clusters Score -1.817546e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 126277 members 
Entering Unmasked Estep 
Score: -18175452.000000 Penalty: 5834.111328
	Iteration 37Q: 3 clusters Score -1.817545e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 126298 members 
Entering Unmasked Estep 
Score: -18175442.000000 Penalty: 5834.111328
	Iteration 38Q: 3 clusters Score -1.817544e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 126328 members 
Entering Unmasked Estep 
Score: -18175454.000000 Penalty: 5834.111328
	Iteration 39Q: 3 clusters Score -1.817545e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 126346 members 
Entering Unmasked Estep 
Score: -18175440.000000 Penalty: 5834.111328
	Iteration 40F: 3 clusters Score -1.817544e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 126367 members 
Entering Unmasked Estep 
Score: -18175438.000000 Penalty: 5834.111328
	Iteration 41Q: 3 clusters Score -1.817544e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 126387 members 
Entering Unmasked Estep 
Score: -18175458.000000 Penalty: 5834.111328
	Iteration 42Q: 3 clusters Score -1.817546e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 126411 members 
Entering Unmasked Estep 
Score: -18175462.000000 Penalty: 5834.111328
	Iteration 43Q: 3 clusters Score -1.817546e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 126426 members 
Entering Unmasked Estep 
Score: -18175462.000000 Penalty: 5834.111328
	Iteration 44Q: 3 clusters Score -1.817546e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 126438 members 
Entering Unmasked Estep 
Score: -18175474.000000 Penalty: 5834.111328
	Iteration 45Q: 3 clusters Score -1.817547e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 126449 members 
Entering Unmasked Estep 
Score: -18175472.000000 Penalty: 5834.111328
	Iteration 46Q: 3 clusters Score -1.817547e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 126455 members 
Entering Unmasked Estep 
Score: -18175476.000000 Penalty: 5834.111328
	Iteration 47Q: 3 clusters Score -1.817548e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 126463 members 
Entering Unmasked Estep 
Score: -18175480.000000 Penalty: 5834.111328
	Iteration 48Q: 3 clusters Score -1.817548e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 126468 members 
Entering Unmasked Estep 
Score: -18175482.000000 Penalty: 5834.111328
	Iteration 49Q: 3 clusters Score -1.817548e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 126475 members 
Entering Unmasked Estep 
Score: -18175466.000000 Penalty: 5834.111328
	Iteration 50Q: 3 clusters Score -1.817547e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 126484 members 
Entering Unmasked Estep 
Score: -18175464.000000 Penalty: 5834.111328
	Iteration 51Q: 3 clusters Score -1.817546e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 126490 members 
Entering Unmasked Estep 
Score: -18175464.000000 Penalty: 5834.111328
	Iteration 52Q: 3 clusters Score -1.817546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 126494 members 
Entering Unmasked Estep 
Score: -18175474.000000 Penalty: 5834.111328
	Iteration 53Q: 3 clusters Score -1.817547e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 126495 members 
Entering Unmasked Estep 
Score: -18175482.000000 Penalty: 5834.111328
	Iteration 54Q: 3 clusters Score -1.817548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 126496 members 
Entering Unmasked Estep 
Score: -18175486.000000 Penalty: 5834.111328
	Iteration 55Q: 3 clusters Score -1.817549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 126499 members 
Entering Unmasked Estep 
Score: -18175492.000000 Penalty: 5834.111328
	Iteration 56Q: 3 clusters Score -1.817549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 126500 members 
Entering Unmasked Estep 
Score: -18175494.000000 Penalty: 5834.111328
	Iteration 57Q: 3 clusters Score -1.817549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 126504 members 
Entering Unmasked Estep 
Score: -18175502.000000 Penalty: 5834.111328
	Iteration 58Q: 3 clusters Score -1.81755e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 126512 members 
Entering Unmasked Estep 
Score: -18175486.000000 Penalty: 5834.111328
	Iteration 59Q: 3 clusters Score -1.817549e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 126519 members 
Entering Unmasked Estep 
Score: -18175498.000000 Penalty: 5834.111328
	Iteration 60F: 3 clusters Score -1.81755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 126522 members 
Entering Unmasked Estep 
Score: -18175502.000000 Penalty: 5834.111328
	Iteration 61Q: 3 clusters Score -1.81755e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 126530 members 
Entering Unmasked Estep 
Score: -18175510.000000 Penalty: 5834.111328
	Iteration 62Q: 3 clusters Score -1.817551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 126534 members 
Entering Unmasked Estep 
Score: -18175508.000000 Penalty: 5834.111328
	Iteration 63Q: 3 clusters Score -1.817551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 126536 members 
Entering Unmasked Estep 
Score: -18175510.000000 Penalty: 5834.111328
	Iteration 64Q: 3 clusters Score -1.817551e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 126536 members 
Entering Unmasked Estep 
Score: -18175510.000000 Penalty: 5834.111328
	Iteration 65F: 3 clusters Score -1.817551e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -81528.085938 Penalty: 1584.779663
	Iteration 0F: 2 clusters Score -81528.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -79884.265625 Penalty: 3169.559326
	Iteration 0F: 3 clusters Score -79884.27 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -80058.781250 Penalty: 3169.559326
	Iteration 1F: 3 clusters Score -80058.78 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -80107.148438 Penalty: 3169.559326
	Iteration 2Q: 3 clusters Score -80107.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -80134.593750 Penalty: 3169.559326
	Iteration 3Q: 3 clusters Score -80134.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -80144.468750 Penalty: 3169.559326
	Iteration 4Q: 3 clusters Score -80144.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -80150.328125 Penalty: 3169.559326
	Iteration 5Q: 3 clusters Score -80150.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -80153.992188 Penalty: 3169.559326
	Iteration 6Q: 3 clusters Score -80153.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -80156.773438 Penalty: 3169.559326
	Iteration 7Q: 3 clusters Score -80156.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -80156.773438 Penalty: 3169.559326
	Iteration 8F: 3 clusters Score -80156.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Entering Unmasked Estep 
Score: -617527.250000 Penalty: 2081.910156
	Iteration 0F: 2 clusters Score -617527.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -613352.937500 Penalty: 4163.820312
	Iteration 0F: 3 clusters Score -613352.9 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -614332.812500 Penalty: 4163.820312
	Iteration 1F: 3 clusters Score -614332.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -614569.812500 Penalty: 4163.820312
	Iteration 2F: 3 clusters Score -614569.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -614724.875000 Penalty: 4163.820312
	Iteration 3F: 3 clusters Score -614724.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -614844.750000 Penalty: 4163.820312
	Iteration 4Q: 3 clusters Score -614844.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -614925.937500 Penalty: 4163.820312
	Iteration 5Q: 3 clusters Score -614925.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -615009.000000 Penalty: 4163.820312
	Iteration 6Q: 3 clusters Score -615009 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -615066.812500 Penalty: 4163.820312
	Iteration 7Q: 3 clusters Score -615066.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -615118.375000 Penalty: 4163.820312
	Iteration 8Q: 3 clusters Score -615118.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -615162.187500 Penalty: 4163.820312
	Iteration 9Q: 3 clusters Score -615162.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -615202.312500 Penalty: 4163.820312
	Iteration 10Q: 3 clusters Score -615202.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -615235.562500 Penalty: 4163.820312
	Iteration 11Q: 3 clusters Score -615235.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -615267.062500 Penalty: 4163.820312
	Iteration 12Q: 3 clusters Score -615267.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -615297.062500 Penalty: 4163.820312
	Iteration 13Q: 3 clusters Score -615297.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -615318.187500 Penalty: 4163.820312
	Iteration 14Q: 3 clusters Score -615318.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -615339.500000 Penalty: 4163.820312
	Iteration 15Q: 3 clusters Score -615339.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -615364.875000 Penalty: 4163.820312
	Iteration 16Q: 3 clusters Score -615364.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -615388.125000 Penalty: 4163.820312
	Iteration 17Q: 3 clusters Score -615388.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -615408.125000 Penalty: 4163.820312
	Iteration 18Q: 3 clusters Score -615408.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -615427.375000 Penalty: 4163.820312
	Iteration 19Q: 3 clusters Score -615427.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -615444.000000 Penalty: 4163.820312
	Iteration 20F: 3 clusters Score -615444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -615459.312500 Penalty: 4163.820312
	Iteration 21Q: 3 clusters Score -615459.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -615475.062500 Penalty: 4163.820312
	Iteration 22Q: 3 clusters Score -615475.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -615489.312500 Penalty: 4163.820312
	Iteration 23Q: 3 clusters Score -615489.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -615499.562500 Penalty: 4163.820312
	Iteration 24Q: 3 clusters Score -615499.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -615509.812500 Penalty: 4163.820312
	Iteration 25Q: 3 clusters Score -615509.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -615521.250000 Penalty: 4163.820312
	Iteration 26Q: 3 clusters Score -615521.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -615532.375000 Penalty: 4163.820312
	Iteration 27Q: 3 clusters Score -615532.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -615541.312500 Penalty: 4163.820312
	Iteration 28Q: 3 clusters Score -615541.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -615548.125000 Penalty: 4163.820312
	Iteration 29Q: 3 clusters Score -615548.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -615554.187500 Penalty: 4163.820312
	Iteration 30Q: 3 clusters Score -615554.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -615562.875000 Penalty: 4163.820312
	Iteration 31Q: 3 clusters Score -615562.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -615570.687500 Penalty: 4163.820312
	Iteration 32Q: 3 clusters Score -615570.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -615577.375000 Penalty: 4163.820312
	Iteration 33Q: 3 clusters Score -615577.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -615585.812500 Penalty: 4163.820312
	Iteration 34Q: 3 clusters Score -615585.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -615592.625000 Penalty: 4163.820312
	Iteration 35Q: 3 clusters Score -615592.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -615595.937500 Penalty: 4163.820312
	Iteration 36Q: 3 clusters Score -615595.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -615598.312500 Penalty: 4163.820312
	Iteration 37Q: 3 clusters Score -615598.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -615601.500000 Penalty: 4163.820312
	Iteration 38Q: 3 clusters Score -615601.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -615606.250000 Penalty: 4163.820312
	Iteration 39Q: 3 clusters Score -615606.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -615610.250000 Penalty: 4163.820312
	Iteration 40F: 3 clusters Score -615610.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -615611.437500 Penalty: 4163.820312
	Iteration 41Q: 3 clusters Score -615611.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -615614.687500 Penalty: 4163.820312
	Iteration 42Q: 3 clusters Score -615614.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -615616.062500 Penalty: 4163.820312
	Iteration 43Q: 3 clusters Score -615616.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -615617.437500 Penalty: 4163.820312
	Iteration 44Q: 3 clusters Score -615617.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -615618.625000 Penalty: 4163.820312
	Iteration 45Q: 3 clusters Score -615618.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -615620.312500 Penalty: 4163.820312
	Iteration 46Q: 3 clusters Score -615620.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -615620.312500 Penalty: 4163.820312
	Iteration 47F: 3 clusters Score -615620.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Entering Unmasked Estep 
Score: -269248.093750 Penalty: 1886.384155
	Iteration 0F: 2 clusters Score -269248.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -266607.812500 Penalty: 3772.768311
	Iteration 0F: 3 clusters Score -266607.8 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -267123.750000 Penalty: 3772.768311
	Iteration 1F: 3 clusters Score -267123.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -267308.468750 Penalty: 3772.768311
	Iteration 2F: 3 clusters Score -267308.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -267469.500000 Penalty: 3772.768311
	Iteration 3F: 3 clusters Score -267469.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -267676.375000 Penalty: 3772.768311
	Iteration 4F: 3 clusters Score -267676.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -268040.437500 Penalty: 3772.768311
	Iteration 5F: 3 clusters Score -268040.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -268738.343750 Penalty: 3772.768311
	Iteration 6F: 3 clusters Score -268738.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -269868.562500 Penalty: 3772.768311
	Iteration 7F: 3 clusters Score -269868.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -270954.093750 Penalty: 3772.768311
	Iteration 8F: 3 clusters Score -270954.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -271224.562500 Penalty: 3772.768311
	Iteration 9Q: 3 clusters Score -271224.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -271402.000000 Penalty: 3772.768311
	Iteration 10Q: 3 clusters Score -271402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -271410.625000 Penalty: 3772.768311
	Iteration 11Q: 3 clusters Score -271410.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -271422.156250 Penalty: 3772.768311
	Iteration 12Q: 3 clusters Score -271422.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -271422.156250 Penalty: 3772.768311
	Iteration 13F: 3 clusters Score -271422.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 25485 members 
Mstep: Class 4 contains 10501 members 
Mstep: Class 5 contains 482 members 
Mstep: Class 6 contains 141656 members 
Mstep: Class 7 contains 16983 members 
Mstep: Class 8 contains 128325 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4424 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 181787 members 
Mstep: Class 13 contains 66852 members 
Mstep: Class 14 contains 4831 members 
Mstep: Class 15 contains 17164 members 
Mstep: Class 16 contains 176687 members 
Mstep: Class 17 contains 13069 members 
Mstep: Class 18 contains 18098 members 
Mstep: Class 19 contains 145539 members 
Mstep: Class 20 contains 3950 members 
Mstep: Class 21 contains 869 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 605 members 
Entering Unmasked Estep 
Score: -132674952.000000 Penalty: 78577.234375
Splitting cluster 11 changes total score from -132671576.000000 to -132674952.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 12 (181787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181787 members 
Entering Unmasked Estep 
Score: -25304808.000000 Penalty: 3003.426514
	Iteration 0F: 2 clusters Score -2.530481e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90768 members 
Mstep: Class 2 contains 91019 members 
Entering Unmasked Estep 
Score: -25200954.000000 Penalty: 6006.853027
	Iteration 0F: 3 clusters Score -2.520095e+07 nChanged 87164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87200 members 
Mstep: Class 2 contains 94587 members 
Entering Unmasked Estep 
Score: -25251436.000000 Penalty: 6006.853027
	Iteration 1F: 3 clusters Score -2.525144e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85210 members 
Mstep: Class 2 contains 96577 members 
Entering Unmasked Estep 
Score: -25252390.000000 Penalty: 6006.853027
	Iteration 2Q: 3 clusters Score -2.525239e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82230 members 
Mstep: Class 2 contains 99557 members 
Entering Unmasked Estep 
Score: -25253366.000000 Penalty: 6006.853027
	Iteration 3Q: 3 clusters Score -2.525337e+07 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77853 members 
Mstep: Class 2 contains 103934 members 
Entering Unmasked Estep 
Score: -25255476.000000 Penalty: 6006.853027
	Iteration 4Q: 3 clusters Score -2.525548e+07 nChanged 8249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71566 members 
Mstep: Class 2 contains 110221 members 
Entering Unmasked Estep 
Score: -25258856.000000 Penalty: 6006.853027
	Iteration 5Q: 3 clusters Score -2.525886e+07 nChanged 10115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63179 members 
Mstep: Class 2 contains 118608 members 
Entering Unmasked Estep 
Score: -25265038.000000 Penalty: 6006.853027
	Iteration 6F: 3 clusters Score -2.526504e+07 nChanged 11638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53221 members 
Mstep: Class 2 contains 128566 members 
Entering Unmasked Estep 
Score: -25273936.000000 Penalty: 6006.853027
	Iteration 7F: 3 clusters Score -2.527394e+07 nChanged 11870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43313 members 
Mstep: Class 2 contains 138474 members 
Entering Unmasked Estep 
Score: -25284642.000000 Penalty: 6006.853027
	Iteration 8F: 3 clusters Score -2.528464e+07 nChanged 10396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 146310 members 
Entering Unmasked Estep 
Score: -25293472.000000 Penalty: 6006.853027
	Iteration 9F: 3 clusters Score -2.529347e+07 nChanged 8072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 151562 members 
Entering Unmasked Estep 
Score: -25299476.000000 Penalty: 6006.853027
	Iteration 10Q: 3 clusters Score -2.529948e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 155139 members 
Entering Unmasked Estep 
Score: -25302492.000000 Penalty: 6006.853027
	Iteration 11Q: 3 clusters Score -2.530249e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 157873 members 
Entering Unmasked Estep 
Score: -25303820.000000 Penalty: 6006.853027
	Iteration 12Q: 3 clusters Score -2.530382e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 160274 members 
Entering Unmasked Estep 
Score: -25304586.000000 Penalty: 6006.853027
	Iteration 13Q: 3 clusters Score -2.530459e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 162346 members 
Entering Unmasked Estep 
Score: -25304962.000000 Penalty: 6006.853027
	Iteration 14Q: 3 clusters Score -2.530496e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 164034 members 
Entering Unmasked Estep 
Score: -25305120.000000 Penalty: 6006.853027
	Iteration 15Q: 3 clusters Score -2.530512e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 165473 members 
Entering Unmasked Estep 
Score: -25305244.000000 Penalty: 6006.853027
	Iteration 16Q: 3 clusters Score -2.530524e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 166736 members 
Entering Unmasked Estep 
Score: -25305248.000000 Penalty: 6006.853027
	Iteration 17Q: 3 clusters Score -2.530525e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 167799 members 
Entering Unmasked Estep 
Score: -25305322.000000 Penalty: 6006.853027
	Iteration 18Q: 3 clusters Score -2.530532e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 168780 members 
Entering Unmasked Estep 
Score: -25305342.000000 Penalty: 6006.853027
	Iteration 19Q: 3 clusters Score -2.530534e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 169572 members 
Entering Unmasked Estep 
Score: -25305234.000000 Penalty: 6006.853027
	Iteration 20F: 3 clusters Score -2.530523e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 170300 members 
Entering Unmasked Estep 
Score: -25305300.000000 Penalty: 6006.853027
	Iteration 21Q: 3 clusters Score -2.53053e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 170941 members 
Entering Unmasked Estep 
Score: -25305226.000000 Penalty: 6006.853027
	Iteration 22Q: 3 clusters Score -2.530523e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 171520 members 
Entering Unmasked Estep 
Score: -25305200.000000 Penalty: 6006.853027
	Iteration 23Q: 3 clusters Score -2.53052e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 172030 members 
Entering Unmasked Estep 
Score: -25305138.000000 Penalty: 6006.853027
	Iteration 24Q: 3 clusters Score -2.530514e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 172481 members 
Entering Unmasked Estep 
Score: -25305012.000000 Penalty: 6006.853027
	Iteration 25Q: 3 clusters Score -2.530501e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 172886 members 
Entering Unmasked Estep 
Score: -25305006.000000 Penalty: 6006.853027
	Iteration 26Q: 3 clusters Score -2.530501e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 173262 members 
Entering Unmasked Estep 
Score: -25304916.000000 Penalty: 6006.853027
	Iteration 27Q: 3 clusters Score -2.530492e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 173594 members 
Entering Unmasked Estep 
Score: -25304876.000000 Penalty: 6006.853027
	Iteration 28Q: 3 clusters Score -2.530488e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 173911 members 
Entering Unmasked Estep 
Score: -25304788.000000 Penalty: 6006.853027
	Iteration 29Q: 3 clusters Score -2.530479e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 174189 members 
Entering Unmasked Estep 
Score: -25304732.000000 Penalty: 6006.853027
	Iteration 30Q: 3 clusters Score -2.530473e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 174452 members 
Entering Unmasked Estep 
Score: -25304680.000000 Penalty: 6006.853027
	Iteration 31Q: 3 clusters Score -2.530468e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 174697 members 
Entering Unmasked Estep 
Score: -25304638.000000 Penalty: 6006.853027
	Iteration 32Q: 3 clusters Score -2.530464e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 174924 members 
Entering Unmasked Estep 
Score: -25304594.000000 Penalty: 6006.853027
	Iteration 33Q: 3 clusters Score -2.530459e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 175125 members 
Entering Unmasked Estep 
Score: -25304496.000000 Penalty: 6006.853027
	Iteration 34Q: 3 clusters Score -2.53045e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 175304 members 
Entering Unmasked Estep 
Score: -25304406.000000 Penalty: 6006.853027
	Iteration 35Q: 3 clusters Score -2.530441e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 175453 members 
Entering Unmasked Estep 
Score: -25304318.000000 Penalty: 6006.853027
	Iteration 36Q: 3 clusters Score -2.530432e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 175599 members 
Entering Unmasked Estep 
Score: -25304266.000000 Penalty: 6006.853027
	Iteration 37Q: 3 clusters Score -2.530427e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 175737 members 
Entering Unmasked Estep 
Score: -25304180.000000 Penalty: 6006.853027
	Iteration 38Q: 3 clusters Score -2.530418e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 175857 members 
Entering Unmasked Estep 
Score: -25304174.000000 Penalty: 6006.853027
	Iteration 39Q: 3 clusters Score -2.530417e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 175968 members 
Entering Unmasked Estep 
Score: -25304110.000000 Penalty: 6006.853027
	Iteration 40F: 3 clusters Score -2.530411e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 176064 members 
Entering Unmasked Estep 
Score: -25304128.000000 Penalty: 6006.853027
	Iteration 41Q: 3 clusters Score -2.530413e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 176159 members 
Entering Unmasked Estep 
Score: -25304026.000000 Penalty: 6006.853027
	Iteration 42Q: 3 clusters Score -2.530403e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 176241 members 
Entering Unmasked Estep 
Score: -25303998.000000 Penalty: 6006.853027
	Iteration 43Q: 3 clusters Score -2.5304e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 176346 members 
Entering Unmasked Estep 
Score: -25303990.000000 Penalty: 6006.853027
	Iteration 44Q: 3 clusters Score -2.530399e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 176437 members 
Entering Unmasked Estep 
Score: -25303978.000000 Penalty: 6006.853027
	Iteration 45Q: 3 clusters Score -2.530398e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 176523 members 
Entering Unmasked Estep 
Score: -25303958.000000 Penalty: 6006.853027
	Iteration 46Q: 3 clusters Score -2.530396e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 176614 members 
Entering Unmasked Estep 
Score: -25303970.000000 Penalty: 6006.853027
	Iteration 47Q: 3 clusters Score -2.530397e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 176699 members 
Entering Unmasked Estep 
Score: -25303988.000000 Penalty: 6006.853027
	Iteration 48Q: 3 clusters Score -2.530399e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 176772 members 
Entering Unmasked Estep 
Score: -25304000.000000 Penalty: 6006.853027
	Iteration 49Q: 3 clusters Score -2.5304e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 176835 members 
Entering Unmasked Estep 
Score: -25303992.000000 Penalty: 6006.853027
	Iteration 50Q: 3 clusters Score -2.530399e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 176893 members 
Entering Unmasked Estep 
Score: -25303974.000000 Penalty: 6006.853027
	Iteration 51Q: 3 clusters Score -2.530397e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 176936 members 
Entering Unmasked Estep 
Score: -25303968.000000 Penalty: 6006.853027
	Iteration 52Q: 3 clusters Score -2.530397e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 176969 members 
Entering Unmasked Estep 
Score: -25303978.000000 Penalty: 6006.853027
	Iteration 53Q: 3 clusters Score -2.530398e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 177002 members 
Entering Unmasked Estep 
Score: -25303948.000000 Penalty: 6006.853027
	Iteration 54Q: 3 clusters Score -2.530395e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 177033 members 
Entering Unmasked Estep 
Score: -25303944.000000 Penalty: 6006.853027
	Iteration 55Q: 3 clusters Score -2.530394e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 177063 members 
Entering Unmasked Estep 
Score: -25303916.000000 Penalty: 6006.853027
	Iteration 56Q: 3 clusters Score -2.530392e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 177089 members 
Entering Unmasked Estep 
Score: -25303910.000000 Penalty: 6006.853027
	Iteration 57Q: 3 clusters Score -2.530391e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 177113 members 
Entering Unmasked Estep 
Score: -25303930.000000 Penalty: 6006.853027
	Iteration 58Q: 3 clusters Score -2.530393e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 177143 members 
Entering Unmasked Estep 
Score: -25303928.000000 Penalty: 6006.853027
	Iteration 59Q: 3 clusters Score -2.530393e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 177171 members 
Entering Unmasked Estep 
Score: -25303922.000000 Penalty: 6006.853027
	Iteration 60F: 3 clusters Score -2.530392e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 177205 members 
Entering Unmasked Estep 
Score: -25303892.000000 Penalty: 6006.853027
	Iteration 61Q: 3 clusters Score -2.530389e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 177236 members 
Entering Unmasked Estep 
Score: -25303902.000000 Penalty: 6006.853027
	Iteration 62Q: 3 clusters Score -2.53039e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 177253 members 
Entering Unmasked Estep 
Score: -25303904.000000 Penalty: 6006.853027
	Iteration 63Q: 3 clusters Score -2.53039e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 177272 members 
Entering Unmasked Estep 
Score: -25303912.000000 Penalty: 6006.853027
	Iteration 64Q: 3 clusters Score -2.530391e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 177289 members 
Entering Unmasked Estep 
Score: -25303886.000000 Penalty: 6006.853027
	Iteration 65Q: 3 clusters Score -2.530389e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 177301 members 
Entering Unmasked Estep 
Score: -25303888.000000 Penalty: 6006.853027
	Iteration 66Q: 3 clusters Score -2.530389e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 177309 members 
Entering Unmasked Estep 
Score: -25303892.000000 Penalty: 6006.853027
	Iteration 67Q: 3 clusters Score -2.530389e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 177319 members 
Entering Unmasked Estep 
Score: -25303880.000000 Penalty: 6006.853027
	Iteration 68Q: 3 clusters Score -2.530388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 177323 members 
Entering Unmasked Estep 
Score: -25303878.000000 Penalty: 6006.853027
	Iteration 69Q: 3 clusters Score -2.530388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 177328 members 
Entering Unmasked Estep 
Score: -25303868.000000 Penalty: 6006.853027
	Iteration 70Q: 3 clusters Score -2.530387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 177328 members 
Entering Unmasked Estep 
Score: -25303868.000000 Penalty: 6006.853027
	Iteration 71Q: 3 clusters Score -2.530387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 177330 members 
Entering Unmasked Estep 
Score: -25303868.000000 Penalty: 6006.853027
	Iteration 72Q: 3 clusters Score -2.530387e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 177336 members 
Entering Unmasked Estep 
Score: -25303858.000000 Penalty: 6006.853027
	Iteration 73Q: 3 clusters Score -2.530386e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 177346 members 
Entering Unmasked Estep 
Score: -25303850.000000 Penalty: 6006.853027
	Iteration 74Q: 3 clusters Score -2.530385e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 177357 members 
Entering Unmasked Estep 
Score: -25303858.000000 Penalty: 6006.853027
	Iteration 75Q: 3 clusters Score -2.530386e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 177366 members 
Entering Unmasked Estep 
Score: -25303868.000000 Penalty: 6006.853027
	Iteration 76Q: 3 clusters Score -2.530387e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 177380 members 
Entering Unmasked Estep 
Score: -25303870.000000 Penalty: 6006.853027
	Iteration 77Q: 3 clusters Score -2.530387e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 177391 members 
Entering Unmasked Estep 
Score: -25303860.000000 Penalty: 6006.853027
	Iteration 78Q: 3 clusters Score -2.530386e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 177399 members 
Entering Unmasked Estep 
Score: -25303850.000000 Penalty: 6006.853027
	Iteration 79Q: 3 clusters Score -2.530385e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 177407 members 
Entering Unmasked Estep 
Score: -25303870.000000 Penalty: 6006.853027
	Iteration 80F: 3 clusters Score -2.530387e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 177410 members 
Entering Unmasked Estep 
Score: -25303860.000000 Penalty: 6006.853027
	Iteration 81Q: 3 clusters Score -2.530386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 177417 members 
Entering Unmasked Estep 
Score: -25303852.000000 Penalty: 6006.853027
	Iteration 82Q: 3 clusters Score -2.530385e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 177425 members 
Entering Unmasked Estep 
Score: -25303856.000000 Penalty: 6006.853027
	Iteration 83Q: 3 clusters Score -2.530386e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 177427 members 
Entering Unmasked Estep 
Score: -25303858.000000 Penalty: 6006.853027
	Iteration 84Q: 3 clusters Score -2.530386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 177428 members 
Entering Unmasked Estep 
Score: -25303858.000000 Penalty: 6006.853027
	Iteration 85Q: 3 clusters Score -2.530386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 177428 members 
Entering Unmasked Estep 
Score: -25303856.000000 Penalty: 6006.853027
	Iteration 86Q: 3 clusters Score -2.530386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 177432 members 
Entering Unmasked Estep 
Score: -25303860.000000 Penalty: 6006.853027
	Iteration 87Q: 3 clusters Score -2.530386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 177435 members 
Entering Unmasked Estep 
Score: -25303852.000000 Penalty: 6006.853027
	Iteration 88Q: 3 clusters Score -2.530385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 177440 members 
Entering Unmasked Estep 
Score: -25303846.000000 Penalty: 6006.853027
	Iteration 89Q: 3 clusters Score -2.530385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 177443 members 
Entering Unmasked Estep 
Score: -25303848.000000 Penalty: 6006.853027
	Iteration 90Q: 3 clusters Score -2.530385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 177447 members 
Entering Unmasked Estep 
Score: -25303832.000000 Penalty: 6006.853027
	Iteration 91Q: 3 clusters Score -2.530383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 177450 members 
Entering Unmasked Estep 
Score: -25303852.000000 Penalty: 6006.853027
	Iteration 92Q: 3 clusters Score -2.530385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 177456 members 
Entering Unmasked Estep 
Score: -25303838.000000 Penalty: 6006.853027
	Iteration 93Q: 3 clusters Score -2.530384e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 177464 members 
Entering Unmasked Estep 
Score: -25303824.000000 Penalty: 6006.853027
	Iteration 94Q: 3 clusters Score -2.530382e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 177462 members 
Entering Unmasked Estep 
Score: -25303838.000000 Penalty: 6006.853027
	Iteration 95Q: 3 clusters Score -2.530384e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 177468 members 
Entering Unmasked Estep 
Score: -25303830.000000 Penalty: 6006.853027
	Iteration 96Q: 3 clusters Score -2.530383e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 177470 members 
Entering Unmasked Estep 
Score: -25303834.000000 Penalty: 6006.853027
	Iteration 97Q: 3 clusters Score -2.530383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 177474 members 
Entering Unmasked Estep 
Score: -25303842.000000 Penalty: 6006.853027
	Iteration 98Q: 3 clusters Score -2.530384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 177478 members 
Entering Unmasked Estep 
Score: -25303840.000000 Penalty: 6006.853027
	Iteration 99Q: 3 clusters Score -2.530384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 177481 members 
Entering Unmasked Estep 
Score: -25303830.000000 Penalty: 6006.853027
	Iteration 100F: 3 clusters Score -2.530383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 177481 members 
Entering Unmasked Estep 
Score: -25303832.000000 Penalty: 6006.853027
	Iteration 101Q: 3 clusters Score -2.530383e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 177483 members 
Entering Unmasked Estep 
Score: -25303826.000000 Penalty: 6006.853027
	Iteration 102Q: 3 clusters Score -2.530383e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 177488 members 
Entering Unmasked Estep 
Score: -25303822.000000 Penalty: 6006.853027
	Iteration 103Q: 3 clusters Score -2.530382e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 177490 members 
Entering Unmasked Estep 
Score: -25303810.000000 Penalty: 6006.853027
	Iteration 104Q: 3 clusters Score -2.530381e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 177494 members 
Entering Unmasked Estep 
Score: -25303818.000000 Penalty: 6006.853027
	Iteration 105Q: 3 clusters Score -2.530382e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 177504 members 
Entering Unmasked Estep 
Score: -25303816.000000 Penalty: 6006.853027
	Iteration 106Q: 3 clusters Score -2.530382e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 177509 members 
Entering Unmasked Estep 
Score: -25303800.000000 Penalty: 6006.853027
	Iteration 107Q: 3 clusters Score -2.53038e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 177517 members 
Entering Unmasked Estep 
Score: -25303798.000000 Penalty: 6006.853027
	Iteration 108Q: 3 clusters Score -2.53038e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 177523 members 
Entering Unmasked Estep 
Score: -25303806.000000 Penalty: 6006.853027
	Iteration 109Q: 3 clusters Score -2.530381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 177530 members 
Entering Unmasked Estep 
Score: -25303808.000000 Penalty: 6006.853027
	Iteration 110Q: 3 clusters Score -2.530381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 177535 members 
Entering Unmasked Estep 
Score: -25303804.000000 Penalty: 6006.853027
	Iteration 111Q: 3 clusters Score -2.53038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 177538 members 
Entering Unmasked Estep 
Score: -25303808.000000 Penalty: 6006.853027
	Iteration 112Q: 3 clusters Score -2.530381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 177542 members 
Entering Unmasked Estep 
Score: -25303804.000000 Penalty: 6006.853027
	Iteration 113Q: 3 clusters Score -2.53038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 177544 members 
Entering Unmasked Estep 
Score: -25303798.000000 Penalty: 6006.853027
	Iteration 114Q: 3 clusters Score -2.53038e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 177549 members 
Entering Unmasked Estep 
Score: -25303804.000000 Penalty: 6006.853027
	Iteration 115Q: 3 clusters Score -2.53038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 177552 members 
Entering Unmasked Estep 
Score: -25303804.000000 Penalty: 6006.853027
	Iteration 116Q: 3 clusters Score -2.53038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 177553 members 
Entering Unmasked Estep 
Score: -25303798.000000 Penalty: 6006.853027
	Iteration 117Q: 3 clusters Score -2.53038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 177557 members 
Entering Unmasked Estep 
Score: -25303800.000000 Penalty: 6006.853027
	Iteration 118Q: 3 clusters Score -2.53038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 177559 members 
Entering Unmasked Estep 
Score: -25303802.000000 Penalty: 6006.853027
	Iteration 119Q: 3 clusters Score -2.53038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 177558 members 
Entering Unmasked Estep 
Score: -25303808.000000 Penalty: 6006.853027
	Iteration 120F: 3 clusters Score -2.530381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 177560 members 
Entering Unmasked Estep 
Score: -25303800.000000 Penalty: 6006.853027
	Iteration 121Q: 3 clusters Score -2.53038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 177561 members 
Entering Unmasked Estep 
Score: -25303810.000000 Penalty: 6006.853027
	Iteration 122Q: 3 clusters Score -2.530381e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 177562 members 
Entering Unmasked Estep 
Score: -25303804.000000 Penalty: 6006.853027
	Iteration 123Q: 3 clusters Score -2.53038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 177561 members 
Entering Unmasked Estep 
Score: -25303802.000000 Penalty: 6006.853027
	Iteration 124Q: 3 clusters Score -2.53038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 177562 members 
Entering Unmasked Estep 
Score: -25303796.000000 Penalty: 6006.853027
	Iteration 125Q: 3 clusters Score -2.53038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 177561 members 
Entering Unmasked Estep 
Score: -25303804.000000 Penalty: 6006.853027
	Iteration 126Q: 3 clusters Score -2.53038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 177561 members 
Entering Unmasked Estep 
Score: -25303804.000000 Penalty: 6006.853027
	Iteration 127F: 3 clusters Score -2.53038e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (66852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66852 members 
Entering Unmasked Estep 
Score: -9414747.000000 Penalty: 2755.338623
	Iteration 0F: 2 clusters Score -9414747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -9370020.000000 Penalty: 5510.677246
	Iteration 0F: 3 clusters Score -9370020 nChanged 31217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -9387413.000000 Penalty: 5510.677246
	Iteration 1F: 3 clusters Score -9387413 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -9388122.000000 Penalty: 5510.677246
	Iteration 2Q: 3 clusters Score -9388122 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37734 members 
Mstep: Class 2 contains 29118 members 
Entering Unmasked Estep 
Score: -9389011.000000 Penalty: 5510.677246
	Iteration 3Q: 3 clusters Score -9389011 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39672 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -9390158.000000 Penalty: 5510.677246
	Iteration 4Q: 3 clusters Score -9390158 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -9391957.000000 Penalty: 5510.677246
	Iteration 5Q: 3 clusters Score -9391957 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45909 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -9394702.000000 Penalty: 5510.677246
	Iteration 6F: 3 clusters Score -9394702 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50273 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -9398368.000000 Penalty: 5510.677246
	Iteration 7F: 3 clusters Score -9398368 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54898 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -9402556.000000 Penalty: 5510.677246
	Iteration 8F: 3 clusters Score -9402556 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58841 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -9406359.000000 Penalty: 5510.677246
	Iteration 9F: 3 clusters Score -9406359 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61480 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -9408909.000000 Penalty: 5510.677246
	Iteration 10Q: 3 clusters Score -9408909 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62954 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -9410354.000000 Penalty: 5510.677246
	Iteration 11Q: 3 clusters Score -9410354 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63761 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -9411103.000000 Penalty: 5510.677246
	Iteration 12Q: 3 clusters Score -9411103 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64262 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -9411499.000000 Penalty: 5510.677246
	Iteration 13Q: 3 clusters Score -9411499 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64614 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -9411756.000000 Penalty: 5510.677246
	Iteration 14Q: 3 clusters Score -9411756 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64884 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -9411910.000000 Penalty: 5510.677246
	Iteration 15Q: 3 clusters Score -9411910 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65079 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -9412035.000000 Penalty: 5510.677246
	Iteration 16Q: 3 clusters Score -9412035 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65214 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -9412124.000000 Penalty: 5510.677246
	Iteration 17Q: 3 clusters Score -9412124 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65326 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -9412185.000000 Penalty: 5510.677246
	Iteration 18Q: 3 clusters Score -9412185 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65415 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -9412246.000000 Penalty: 5510.677246
	Iteration 19Q: 3 clusters Score -9412246 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65482 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -9412267.000000 Penalty: 5510.677246
	Iteration 20F: 3 clusters Score -9412267 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65542 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -9412311.000000 Penalty: 5510.677246
	Iteration 21Q: 3 clusters Score -9412311 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65583 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -9412345.000000 Penalty: 5510.677246
	Iteration 22Q: 3 clusters Score -9412345 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65620 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -9412362.000000 Penalty: 5510.677246
	Iteration 23Q: 3 clusters Score -9412362 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65650 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -9412371.000000 Penalty: 5510.677246
	Iteration 24Q: 3 clusters Score -9412371 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65683 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -9412386.000000 Penalty: 5510.677246
	Iteration 25Q: 3 clusters Score -9412386 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65708 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -9412407.000000 Penalty: 5510.677246
	Iteration 26Q: 3 clusters Score -9412407 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65731 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -9412418.000000 Penalty: 5510.677246
	Iteration 27Q: 3 clusters Score -9412418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65754 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -9412409.000000 Penalty: 5510.677246
	Iteration 28Q: 3 clusters Score -9412409 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65776 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -9412430.000000 Penalty: 5510.677246
	Iteration 29Q: 3 clusters Score -9412430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65784 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -9412432.000000 Penalty: 5510.677246
	Iteration 30Q: 3 clusters Score -9412432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65794 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -9412438.000000 Penalty: 5510.677246
	Iteration 31Q: 3 clusters Score -9412438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65799 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -9412438.000000 Penalty: 5510.677246
	Iteration 32Q: 3 clusters Score -9412438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65808 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -9412443.000000 Penalty: 5510.677246
	Iteration 33Q: 3 clusters Score -9412443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65812 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -9412441.000000 Penalty: 5510.677246
	Iteration 34Q: 3 clusters Score -9412441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65818 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -9412443.000000 Penalty: 5510.677246
	Iteration 35Q: 3 clusters Score -9412443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65829 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -9412461.000000 Penalty: 5510.677246
	Iteration 36Q: 3 clusters Score -9412461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65836 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -9412456.000000 Penalty: 5510.677246
	Iteration 37Q: 3 clusters Score -9412456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65842 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -9412467.000000 Penalty: 5510.677246
	Iteration 38Q: 3 clusters Score -9412467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65844 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -9412478.000000 Penalty: 5510.677246
	Iteration 39Q: 3 clusters Score -9412478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65851 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -9412473.000000 Penalty: 5510.677246
	Iteration 40F: 3 clusters Score -9412473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65854 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -9412476.000000 Penalty: 5510.677246
	Iteration 41Q: 3 clusters Score -9412476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65858 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -9412476.000000 Penalty: 5510.677246
	Iteration 42Q: 3 clusters Score -9412476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65858 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -9412472.000000 Penalty: 5510.677246
	Iteration 43Q: 3 clusters Score -9412472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65859 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -9412479.000000 Penalty: 5510.677246
	Iteration 44Q: 3 clusters Score -9412479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65860 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -9412477.000000 Penalty: 5510.677246
	Iteration 45Q: 3 clusters Score -9412477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65861 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -9412482.000000 Penalty: 5510.677246
	Iteration 46Q: 3 clusters Score -9412482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65864 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -9412472.000000 Penalty: 5510.677246
	Iteration 47Q: 3 clusters Score -9412472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65867 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -9412480.000000 Penalty: 5510.677246
	Iteration 48Q: 3 clusters Score -9412480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65872 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -9412471.000000 Penalty: 5510.677246
	Iteration 49Q: 3 clusters Score -9412471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65875 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -9412481.000000 Penalty: 5510.677246
	Iteration 50Q: 3 clusters Score -9412481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65876 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -9412485.000000 Penalty: 5510.677246
	Iteration 51Q: 3 clusters Score -9412485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65876 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -9412484.000000 Penalty: 5510.677246
	Iteration 52Q: 3 clusters Score -9412484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65876 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -9412484.000000 Penalty: 5510.677246
	Iteration 53F: 3 clusters Score -9412484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Entering Unmasked Estep 
Score: -681662.812500 Penalty: 2103.736572
	Iteration 0F: 2 clusters Score -681662.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -677252.875000 Penalty: 4207.473145
	Iteration 0F: 3 clusters Score -677252.9 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -678253.312500 Penalty: 4207.473145
	Iteration 1F: 3 clusters Score -678253.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -678476.125000 Penalty: 4207.473145
	Iteration 2F: 3 clusters Score -678476.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -678581.500000 Penalty: 4207.473145
	Iteration 3Q: 3 clusters Score -678581.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -678664.625000 Penalty: 4207.473145
	Iteration 4Q: 3 clusters Score -678664.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -678749.750000 Penalty: 4207.473145
	Iteration 5Q: 3 clusters Score -678749.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -678845.812500 Penalty: 4207.473145
	Iteration 6Q: 3 clusters Score -678845.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -678945.875000 Penalty: 4207.473145
	Iteration 7Q: 3 clusters Score -678945.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -679049.062500 Penalty: 4207.473145
	Iteration 8Q: 3 clusters Score -679049.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -679165.562500 Penalty: 4207.473145
	Iteration 9Q: 3 clusters Score -679165.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -679331.562500 Penalty: 4207.473145
	Iteration 10Q: 3 clusters Score -679331.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -679493.750000 Penalty: 4207.473145
	Iteration 11Q: 3 clusters Score -679493.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -679622.875000 Penalty: 4207.473145
	Iteration 12Q: 3 clusters Score -679622.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -679717.625000 Penalty: 4207.473145
	Iteration 13Q: 3 clusters Score -679717.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -679798.312500 Penalty: 4207.473145
	Iteration 14Q: 3 clusters Score -679798.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -679881.437500 Penalty: 4207.473145
	Iteration 15Q: 3 clusters Score -679881.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -679934.937500 Penalty: 4207.473145
	Iteration 16Q: 3 clusters Score -679934.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -679988.812500 Penalty: 4207.473145
	Iteration 17Q: 3 clusters Score -679988.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -680037.812500 Penalty: 4207.473145
	Iteration 18Q: 3 clusters Score -680037.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -680070.562500 Penalty: 4207.473145
	Iteration 19Q: 3 clusters Score -680070.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -680103.000000 Penalty: 4207.473145
	Iteration 20F: 3 clusters Score -680103 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -680130.875000 Penalty: 4207.473145
	Iteration 21Q: 3 clusters Score -680130.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -680151.812500 Penalty: 4207.473145
	Iteration 22Q: 3 clusters Score -680151.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -680170.687500 Penalty: 4207.473145
	Iteration 23Q: 3 clusters Score -680170.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -680187.000000 Penalty: 4207.473145
	Iteration 24Q: 3 clusters Score -680187 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -680199.375000 Penalty: 4207.473145
	Iteration 25Q: 3 clusters Score -680199.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -680214.500000 Penalty: 4207.473145
	Iteration 26Q: 3 clusters Score -680214.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -680222.500000 Penalty: 4207.473145
	Iteration 27Q: 3 clusters Score -680222.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -680234.062500 Penalty: 4207.473145
	Iteration 28Q: 3 clusters Score -680234.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -680243.750000 Penalty: 4207.473145
	Iteration 29Q: 3 clusters Score -680243.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -680251.812500 Penalty: 4207.473145
	Iteration 30Q: 3 clusters Score -680251.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -680258.312500 Penalty: 4207.473145
	Iteration 31Q: 3 clusters Score -680258.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -680265.375000 Penalty: 4207.473145
	Iteration 32Q: 3 clusters Score -680265.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -680273.562500 Penalty: 4207.473145
	Iteration 33Q: 3 clusters Score -680273.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -680280.812500 Penalty: 4207.473145
	Iteration 34Q: 3 clusters Score -680280.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -680282.375000 Penalty: 4207.473145
	Iteration 35Q: 3 clusters Score -680282.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -680284.000000 Penalty: 4207.473145
	Iteration 36Q: 3 clusters Score -680284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -680288.062500 Penalty: 4207.473145
	Iteration 37Q: 3 clusters Score -680288.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -680288.875000 Penalty: 4207.473145
	Iteration 38Q: 3 clusters Score -680288.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -680289.812500 Penalty: 4207.473145
	Iteration 39Q: 3 clusters Score -680289.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -680289.375000 Penalty: 4207.473145
	Iteration 40F: 3 clusters Score -680289.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Entering Unmasked Estep 
Score: -2436202.500000 Penalty: 2418.141113
	Iteration 0F: 2 clusters Score -2436202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -2423908.500000 Penalty: 4836.282227
	Iteration 0F: 3 clusters Score -2423908 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -2428132.750000 Penalty: 4836.282227
	Iteration 1F: 3 clusters Score -2428133 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -2428571.000000 Penalty: 4836.282227
	Iteration 2F: 3 clusters Score -2428571 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -2428963.750000 Penalty: 4836.282227
	Iteration 3F: 3 clusters Score -2428964 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -2429366.750000 Penalty: 4836.282227
	Iteration 4Q: 3 clusters Score -2429367 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -2429863.500000 Penalty: 4836.282227
	Iteration 5Q: 3 clusters Score -2429864 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -2430435.250000 Penalty: 4836.282227
	Iteration 6F: 3 clusters Score -2430435 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -2431092.500000 Penalty: 4836.282227
	Iteration 7F: 3 clusters Score -2431092 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -2431744.250000 Penalty: 4836.282227
	Iteration 8F: 3 clusters Score -2431744 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -2432359.000000 Penalty: 4836.282227
	Iteration 9Q: 3 clusters Score -2432359 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2432850.500000 Penalty: 4836.282227
	Iteration 10Q: 3 clusters Score -2432850 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -2433254.750000 Penalty: 4836.282227
	Iteration 11Q: 3 clusters Score -2433255 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -2433515.500000 Penalty: 4836.282227
	Iteration 12Q: 3 clusters Score -2433516 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2433702.000000 Penalty: 4836.282227
	Iteration 13Q: 3 clusters Score -2433702 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -2433823.500000 Penalty: 4836.282227
	Iteration 14Q: 3 clusters Score -2433824 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2433890.500000 Penalty: 4836.282227
	Iteration 15Q: 3 clusters Score -2433890 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -2433950.250000 Penalty: 4836.282227
	Iteration 16Q: 3 clusters Score -2433950 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -2434011.750000 Penalty: 4836.282227
	Iteration 17Q: 3 clusters Score -2434012 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -2434059.500000 Penalty: 4836.282227
	Iteration 18Q: 3 clusters Score -2434060 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -2434088.000000 Penalty: 4836.282227
	Iteration 19Q: 3 clusters Score -2434088 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -2434112.000000 Penalty: 4836.282227
	Iteration 20F: 3 clusters Score -2434112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -2434133.000000 Penalty: 4836.282227
	Iteration 21Q: 3 clusters Score -2434133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -2434145.000000 Penalty: 4836.282227
	Iteration 22Q: 3 clusters Score -2434145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -2434151.000000 Penalty: 4836.282227
	Iteration 23Q: 3 clusters Score -2434151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -2434157.250000 Penalty: 4836.282227
	Iteration 24Q: 3 clusters Score -2434157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -2434159.250000 Penalty: 4836.282227
	Iteration 25Q: 3 clusters Score -2434159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -2434161.750000 Penalty: 4836.282227
	Iteration 26Q: 3 clusters Score -2434162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -2434167.500000 Penalty: 4836.282227
	Iteration 27Q: 3 clusters Score -2434168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2434171.250000 Penalty: 4836.282227
	Iteration 28Q: 3 clusters Score -2434171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -2434176.000000 Penalty: 4836.282227
	Iteration 29Q: 3 clusters Score -2434176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -2434178.000000 Penalty: 4836.282227
	Iteration 30Q: 3 clusters Score -2434178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -2434178.000000 Penalty: 4836.282227
	Iteration 31F: 3 clusters Score -2434178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (176687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176687 members 
Entering Unmasked Estep 
Score: -24902844.000000 Penalty: 2996.369629
	Iteration 0F: 2 clusters Score -2.490284e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88260 members 
Mstep: Class 2 contains 88427 members 
Entering Unmasked Estep 
Score: -24794924.000000 Penalty: 5992.739258
	Iteration 0F: 3 clusters Score -2.479492e+07 nChanged 84598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88486 members 
Mstep: Class 2 contains 88201 members 
Entering Unmasked Estep 
Score: -24844092.000000 Penalty: 5992.739258
	Iteration 1F: 3 clusters Score -2.484409e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88341 members 
Mstep: Class 2 contains 88346 members 
Entering Unmasked Estep 
Score: -24845080.000000 Penalty: 5992.739258
	Iteration 2Q: 3 clusters Score -2.484508e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88115 members 
Mstep: Class 2 contains 88572 members 
Entering Unmasked Estep 
Score: -24846236.000000 Penalty: 5992.739258
	Iteration 3Q: 3 clusters Score -2.484624e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87825 members 
Mstep: Class 2 contains 88862 members 
Entering Unmasked Estep 
Score: -24847452.000000 Penalty: 5992.739258
	Iteration 4Q: 3 clusters Score -2.484745e+07 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87290 members 
Mstep: Class 2 contains 89397 members 
Entering Unmasked Estep 
Score: -24848672.000000 Penalty: 5992.739258
	Iteration 5Q: 3 clusters Score -2.484867e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86238 members 
Mstep: Class 2 contains 90449 members 
Entering Unmasked Estep 
Score: -24850584.000000 Penalty: 5992.739258
	Iteration 6Q: 3 clusters Score -2.485058e+07 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84614 members 
Mstep: Class 2 contains 92073 members 
Entering Unmasked Estep 
Score: -24852510.000000 Penalty: 5992.739258
	Iteration 7Q: 3 clusters Score -2.485251e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82064 members 
Mstep: Class 2 contains 94623 members 
Entering Unmasked Estep 
Score: -24854966.000000 Penalty: 5992.739258
	Iteration 8Q: 3 clusters Score -2.485497e+07 nChanged 7766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78098 members 
Mstep: Class 2 contains 98589 members 
Entering Unmasked Estep 
Score: -24858176.000000 Penalty: 5992.739258
	Iteration 9Q: 3 clusters Score -2.485818e+07 nChanged 8954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72408 members 
Mstep: Class 2 contains 104279 members 
Entering Unmasked Estep 
Score: -24862580.000000 Penalty: 5992.739258
	Iteration 10F: 3 clusters Score -2.486258e+07 nChanged 10270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65006 members 
Mstep: Class 2 contains 111681 members 
Entering Unmasked Estep 
Score: -24868888.000000 Penalty: 5992.739258
	Iteration 11F: 3 clusters Score -2.486889e+07 nChanged 10881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56805 members 
Mstep: Class 2 contains 119882 members 
Entering Unmasked Estep 
Score: -24876146.000000 Penalty: 5992.739258
	Iteration 12F: 3 clusters Score -2.487615e+07 nChanged 10114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49373 members 
Mstep: Class 2 contains 127314 members 
Entering Unmasked Estep 
Score: -24882040.000000 Penalty: 5992.739258
	Iteration 13F: 3 clusters Score -2.488204e+07 nChanged 8343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43570 members 
Mstep: Class 2 contains 133117 members 
Entering Unmasked Estep 
Score: -24886268.000000 Penalty: 5992.739258
	Iteration 14Q: 3 clusters Score -2.488627e+07 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 137449 members 
Entering Unmasked Estep 
Score: -24888594.000000 Penalty: 5992.739258
	Iteration 15Q: 3 clusters Score -2.488859e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35919 members 
Mstep: Class 2 contains 140768 members 
Entering Unmasked Estep 
Score: -24889948.000000 Penalty: 5992.739258
	Iteration 16Q: 3 clusters Score -2.488995e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 143464 members 
Entering Unmasked Estep 
Score: -24890936.000000 Penalty: 5992.739258
	Iteration 17Q: 3 clusters Score -2.489094e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 145658 members 
Entering Unmasked Estep 
Score: -24891642.000000 Penalty: 5992.739258
	Iteration 18Q: 3 clusters Score -2.489164e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 147430 members 
Entering Unmasked Estep 
Score: -24892028.000000 Penalty: 5992.739258
	Iteration 19Q: 3 clusters Score -2.489203e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 148990 members 
Entering Unmasked Estep 
Score: -24892426.000000 Penalty: 5992.739258
	Iteration 20F: 3 clusters Score -2.489243e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 150391 members 
Entering Unmasked Estep 
Score: -24892902.000000 Penalty: 5992.739258
	Iteration 21Q: 3 clusters Score -2.48929e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 151680 members 
Entering Unmasked Estep 
Score: -24893570.000000 Penalty: 5992.739258
	Iteration 22Q: 3 clusters Score -2.489357e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 152859 members 
Entering Unmasked Estep 
Score: -24894306.000000 Penalty: 5992.739258
	Iteration 23Q: 3 clusters Score -2.489431e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 154043 members 
Entering Unmasked Estep 
Score: -24895068.000000 Penalty: 5992.739258
	Iteration 24Q: 3 clusters Score -2.489507e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 155179 members 
Entering Unmasked Estep 
Score: -24895872.000000 Penalty: 5992.739258
	Iteration 25Q: 3 clusters Score -2.489587e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 156344 members 
Entering Unmasked Estep 
Score: -24896888.000000 Penalty: 5992.739258
	Iteration 26Q: 3 clusters Score -2.489689e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 157609 members 
Entering Unmasked Estep 
Score: -24897708.000000 Penalty: 5992.739258
	Iteration 27Q: 3 clusters Score -2.489771e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 158878 members 
Entering Unmasked Estep 
Score: -24898412.000000 Penalty: 5992.739258
	Iteration 28Q: 3 clusters Score -2.489841e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 160193 members 
Entering Unmasked Estep 
Score: -24899124.000000 Penalty: 5992.739258
	Iteration 29Q: 3 clusters Score -2.489912e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 161580 members 
Entering Unmasked Estep 
Score: -24899810.000000 Penalty: 5992.739258
	Iteration 30Q: 3 clusters Score -2.489981e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 163012 members 
Entering Unmasked Estep 
Score: -24900452.000000 Penalty: 5992.739258
	Iteration 31Q: 3 clusters Score -2.490045e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 164448 members 
Entering Unmasked Estep 
Score: -24901000.000000 Penalty: 5992.739258
	Iteration 32Q: 3 clusters Score -2.4901e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 165850 members 
Entering Unmasked Estep 
Score: -24901510.000000 Penalty: 5992.739258
	Iteration 33Q: 3 clusters Score -2.490151e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 167178 members 
Entering Unmasked Estep 
Score: -24902172.000000 Penalty: 5992.739258
	Iteration 34Q: 3 clusters Score -2.490217e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 168450 members 
Entering Unmasked Estep 
Score: -24902414.000000 Penalty: 5992.739258
	Iteration 35Q: 3 clusters Score -2.490241e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 169558 members 
Entering Unmasked Estep 
Score: -24902442.000000 Penalty: 5992.739258
	Iteration 36Q: 3 clusters Score -2.490244e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 170568 members 
Entering Unmasked Estep 
Score: -24902346.000000 Penalty: 5992.739258
	Iteration 37Q: 3 clusters Score -2.490235e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 171442 members 
Entering Unmasked Estep 
Score: -24902194.000000 Penalty: 5992.739258
	Iteration 38Q: 3 clusters Score -2.490219e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 172190 members 
Entering Unmasked Estep 
Score: -24902312.000000 Penalty: 5992.739258
	Iteration 39Q: 3 clusters Score -2.490231e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 172839 members 
Entering Unmasked Estep 
Score: -24902258.000000 Penalty: 5992.739258
	Iteration 40F: 3 clusters Score -2.490226e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 173372 members 
Entering Unmasked Estep 
Score: -24902088.000000 Penalty: 5992.739258
	Iteration 41Q: 3 clusters Score -2.490209e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 173784 members 
Entering Unmasked Estep 
Score: -24901932.000000 Penalty: 5992.739258
	Iteration 42Q: 3 clusters Score -2.490193e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 174112 members 
Entering Unmasked Estep 
Score: -24901824.000000 Penalty: 5992.739258
	Iteration 43Q: 3 clusters Score -2.490182e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 174361 members 
Entering Unmasked Estep 
Score: -24901748.000000 Penalty: 5992.739258
	Iteration 44Q: 3 clusters Score -2.490175e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 174543 members 
Entering Unmasked Estep 
Score: -24901648.000000 Penalty: 5992.739258
	Iteration 45Q: 3 clusters Score -2.490165e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 174686 members 
Entering Unmasked Estep 
Score: -24901586.000000 Penalty: 5992.739258
	Iteration 46Q: 3 clusters Score -2.490159e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 174795 members 
Entering Unmasked Estep 
Score: -24901560.000000 Penalty: 5992.739258
	Iteration 47Q: 3 clusters Score -2.490156e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 174897 members 
Entering Unmasked Estep 
Score: -24901518.000000 Penalty: 5992.739258
	Iteration 48Q: 3 clusters Score -2.490152e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 174982 members 
Entering Unmasked Estep 
Score: -24901408.000000 Penalty: 5992.739258
	Iteration 49Q: 3 clusters Score -2.490141e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 175048 members 
Entering Unmasked Estep 
Score: -24901388.000000 Penalty: 5992.739258
	Iteration 50Q: 3 clusters Score -2.490139e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 175104 members 
Entering Unmasked Estep 
Score: -24901392.000000 Penalty: 5992.739258
	Iteration 51Q: 3 clusters Score -2.490139e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 175154 members 
Entering Unmasked Estep 
Score: -24901370.000000 Penalty: 5992.739258
	Iteration 52Q: 3 clusters Score -2.490137e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 175198 members 
Entering Unmasked Estep 
Score: -24901348.000000 Penalty: 5992.739258
	Iteration 53Q: 3 clusters Score -2.490135e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 175230 members 
Entering Unmasked Estep 
Score: -24901358.000000 Penalty: 5992.739258
	Iteration 54Q: 3 clusters Score -2.490136e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 175252 members 
Entering Unmasked Estep 
Score: -24901354.000000 Penalty: 5992.739258
	Iteration 55Q: 3 clusters Score -2.490135e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 175274 members 
Entering Unmasked Estep 
Score: -24901352.000000 Penalty: 5992.739258
	Iteration 56Q: 3 clusters Score -2.490135e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 175295 members 
Entering Unmasked Estep 
Score: -24901340.000000 Penalty: 5992.739258
	Iteration 57Q: 3 clusters Score -2.490134e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 175314 members 
Entering Unmasked Estep 
Score: -24901352.000000 Penalty: 5992.739258
	Iteration 58Q: 3 clusters Score -2.490135e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 175334 members 
Entering Unmasked Estep 
Score: -24901318.000000 Penalty: 5992.739258
	Iteration 59Q: 3 clusters Score -2.490132e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 175347 members 
Entering Unmasked Estep 
Score: -24901296.000000 Penalty: 5992.739258
	Iteration 60F: 3 clusters Score -2.49013e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 175357 members 
Entering Unmasked Estep 
Score: -24901280.000000 Penalty: 5992.739258
	Iteration 61Q: 3 clusters Score -2.490128e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 175366 members 
Entering Unmasked Estep 
Score: -24901284.000000 Penalty: 5992.739258
	Iteration 62Q: 3 clusters Score -2.490128e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 175373 members 
Entering Unmasked Estep 
Score: -24901280.000000 Penalty: 5992.739258
	Iteration 63Q: 3 clusters Score -2.490128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 175377 members 
Entering Unmasked Estep 
Score: -24901278.000000 Penalty: 5992.739258
	Iteration 64Q: 3 clusters Score -2.490128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 175381 members 
Entering Unmasked Estep 
Score: -24901280.000000 Penalty: 5992.739258
	Iteration 65Q: 3 clusters Score -2.490128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 175385 members 
Entering Unmasked Estep 
Score: -24901282.000000 Penalty: 5992.739258
	Iteration 66Q: 3 clusters Score -2.490128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 175391 members 
Entering Unmasked Estep 
Score: -24901276.000000 Penalty: 5992.739258
	Iteration 67Q: 3 clusters Score -2.490128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 175395 members 
Entering Unmasked Estep 
Score: -24901252.000000 Penalty: 5992.739258
	Iteration 68Q: 3 clusters Score -2.490125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 175398 members 
Entering Unmasked Estep 
Score: -24901252.000000 Penalty: 5992.739258
	Iteration 69Q: 3 clusters Score -2.490125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 175403 members 
Entering Unmasked Estep 
Score: -24901238.000000 Penalty: 5992.739258
	Iteration 70Q: 3 clusters Score -2.490124e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 175412 members 
Entering Unmasked Estep 
Score: -24901238.000000 Penalty: 5992.739258
	Iteration 71Q: 3 clusters Score -2.490124e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 175418 members 
Entering Unmasked Estep 
Score: -24901242.000000 Penalty: 5992.739258
	Iteration 72Q: 3 clusters Score -2.490124e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 175424 members 
Entering Unmasked Estep 
Score: -24901232.000000 Penalty: 5992.739258
	Iteration 73Q: 3 clusters Score -2.490123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 175429 members 
Entering Unmasked Estep 
Score: -24901248.000000 Penalty: 5992.739258
	Iteration 74Q: 3 clusters Score -2.490125e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 175436 members 
Entering Unmasked Estep 
Score: -24901222.000000 Penalty: 5992.739258
	Iteration 75Q: 3 clusters Score -2.490122e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 175444 members 
Entering Unmasked Estep 
Score: -24901218.000000 Penalty: 5992.739258
	Iteration 76Q: 3 clusters Score -2.490122e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 175451 members 
Entering Unmasked Estep 
Score: -24901234.000000 Penalty: 5992.739258
	Iteration 77Q: 3 clusters Score -2.490123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 175454 members 
Entering Unmasked Estep 
Score: -24901238.000000 Penalty: 5992.739258
	Iteration 78Q: 3 clusters Score -2.490124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 175456 members 
Entering Unmasked Estep 
Score: -24901244.000000 Penalty: 5992.739258
	Iteration 79Q: 3 clusters Score -2.490124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 175457 members 
Entering Unmasked Estep 
Score: -24901232.000000 Penalty: 5992.739258
	Iteration 80F: 3 clusters Score -2.490123e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Entering Unmasked Estep 
Score: -1861545.125000 Penalty: 2350.543701
	Iteration 0F: 2 clusters Score -1861545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1851875.625000 Penalty: 4701.087402
	Iteration 0F: 3 clusters Score -1851876 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1854920.125000 Penalty: 4701.087402
	Iteration 1F: 3 clusters Score -1854920 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1855269.875000 Penalty: 4701.087402
	Iteration 2F: 3 clusters Score -1855270 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1855551.625000 Penalty: 4701.087402
	Iteration 3F: 3 clusters Score -1855552 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1855803.375000 Penalty: 4701.087402
	Iteration 4Q: 3 clusters Score -1855803 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1856045.500000 Penalty: 4701.087402
	Iteration 5Q: 3 clusters Score -1856046 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1856372.875000 Penalty: 4701.087402
	Iteration 6Q: 3 clusters Score -1856373 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1856784.375000 Penalty: 4701.087402
	Iteration 7Q: 3 clusters Score -1856784 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1857203.250000 Penalty: 4701.087402
	Iteration 8Q: 3 clusters Score -1857203 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1857633.875000 Penalty: 4701.087402
	Iteration 9Q: 3 clusters Score -1857634 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1858049.750000 Penalty: 4701.087402
	Iteration 10Q: 3 clusters Score -1858050 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1858439.250000 Penalty: 4701.087402
	Iteration 11Q: 3 clusters Score -1858439 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1858750.875000 Penalty: 4701.087402
	Iteration 12Q: 3 clusters Score -1858751 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1858976.250000 Penalty: 4701.087402
	Iteration 13Q: 3 clusters Score -1858976 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1859126.125000 Penalty: 4701.087402
	Iteration 14Q: 3 clusters Score -1859126 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1859243.500000 Penalty: 4701.087402
	Iteration 15Q: 3 clusters Score -1859244 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1859331.875000 Penalty: 4701.087402
	Iteration 16Q: 3 clusters Score -1859332 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1859398.500000 Penalty: 4701.087402
	Iteration 17Q: 3 clusters Score -1859398 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1859439.625000 Penalty: 4701.087402
	Iteration 18Q: 3 clusters Score -1859440 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1859470.500000 Penalty: 4701.087402
	Iteration 19Q: 3 clusters Score -1859470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1859486.500000 Penalty: 4701.087402
	Iteration 20F: 3 clusters Score -1859486 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1859503.000000 Penalty: 4701.087402
	Iteration 21Q: 3 clusters Score -1859503 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1859513.875000 Penalty: 4701.087402
	Iteration 22Q: 3 clusters Score -1859514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1859522.500000 Penalty: 4701.087402
	Iteration 23Q: 3 clusters Score -1859522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1859526.875000 Penalty: 4701.087402
	Iteration 24Q: 3 clusters Score -1859527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1859533.000000 Penalty: 4701.087402
	Iteration 25Q: 3 clusters Score -1859533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1859539.125000 Penalty: 4701.087402
	Iteration 26Q: 3 clusters Score -1859539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1859539.500000 Penalty: 4701.087402
	Iteration 27Q: 3 clusters Score -1859540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1859543.875000 Penalty: 4701.087402
	Iteration 28Q: 3 clusters Score -1859544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1859547.375000 Penalty: 4701.087402
	Iteration 29Q: 3 clusters Score -1859547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1859548.625000 Penalty: 4701.087402
	Iteration 30Q: 3 clusters Score -1859549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1859548.625000 Penalty: 4701.087402
	Iteration 31F: 3 clusters Score -1859549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Entering Unmasked Estep 
Score: -2556400.750000 Penalty: 2431.281982
	Iteration 0F: 2 clusters Score -2556401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -2543564.250000 Penalty: 4862.563965
	Iteration 0F: 3 clusters Score -2543564 nChanged 7867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -2547649.500000 Penalty: 4862.563965
	Iteration 1F: 3 clusters Score -2547650 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -2547968.250000 Penalty: 4862.563965
	Iteration 2F: 3 clusters Score -2547968 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2548195.000000 Penalty: 4862.563965
	Iteration 3Q: 3 clusters Score -2548195 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -2548384.000000 Penalty: 4862.563965
	Iteration 4Q: 3 clusters Score -2548384 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -2548555.250000 Penalty: 4862.563965
	Iteration 5Q: 3 clusters Score -2548555 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2548659.750000 Penalty: 4862.563965
	Iteration 6Q: 3 clusters Score -2548660 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -2548767.500000 Penalty: 4862.563965
	Iteration 7Q: 3 clusters Score -2548768 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -2548894.500000 Penalty: 4862.563965
	Iteration 8Q: 3 clusters Score -2548894 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -2549032.250000 Penalty: 4862.563965
	Iteration 9Q: 3 clusters Score -2549032 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -2549187.750000 Penalty: 4862.563965
	Iteration 10Q: 3 clusters Score -2549188 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -2549402.500000 Penalty: 4862.563965
	Iteration 11Q: 3 clusters Score -2549402 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -2549698.500000 Penalty: 4862.563965
	Iteration 12Q: 3 clusters Score -2549698 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -2550108.000000 Penalty: 4862.563965
	Iteration 13Q: 3 clusters Score -2550108 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -2550637.750000 Penalty: 4862.563965
	Iteration 14Q: 3 clusters Score -2550638 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2551304.000000 Penalty: 4862.563965
	Iteration 15F: 3 clusters Score -2551304 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -2552017.500000 Penalty: 4862.563965
	Iteration 16F: 3 clusters Score -2552018 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2552703.000000 Penalty: 4862.563965
	Iteration 17Q: 3 clusters Score -2552703 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2553214.000000 Penalty: 4862.563965
	Iteration 18Q: 3 clusters Score -2553214 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2553545.000000 Penalty: 4862.563965
	Iteration 19Q: 3 clusters Score -2553545 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2553786.000000 Penalty: 4862.563965
	Iteration 20F: 3 clusters Score -2553786 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2553946.500000 Penalty: 4862.563965
	Iteration 21Q: 3 clusters Score -2553946 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2554067.000000 Penalty: 4862.563965
	Iteration 22Q: 3 clusters Score -2554067 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2554127.500000 Penalty: 4862.563965
	Iteration 23Q: 3 clusters Score -2554128 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2554163.250000 Penalty: 4862.563965
	Iteration 24Q: 3 clusters Score -2554163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2554185.000000 Penalty: 4862.563965
	Iteration 25Q: 3 clusters Score -2554185 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2554207.750000 Penalty: 4862.563965
	Iteration 26Q: 3 clusters Score -2554208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2554226.000000 Penalty: 4862.563965
	Iteration 27Q: 3 clusters Score -2554226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2554227.750000 Penalty: 4862.563965
	Iteration 28Q: 3 clusters Score -2554228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2554236.250000 Penalty: 4862.563965
	Iteration 29Q: 3 clusters Score -2554236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2554244.250000 Penalty: 4862.563965
	Iteration 30Q: 3 clusters Score -2554244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2554248.500000 Penalty: 4862.563965
	Iteration 31Q: 3 clusters Score -2554248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2554254.000000 Penalty: 4862.563965
	Iteration 32Q: 3 clusters Score -2554254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2554266.250000 Penalty: 4862.563965
	Iteration 33Q: 3 clusters Score -2554266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2554281.500000 Penalty: 4862.563965
	Iteration 34Q: 3 clusters Score -2554282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2554285.750000 Penalty: 4862.563965
	Iteration 35Q: 3 clusters Score -2554286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2554285.000000 Penalty: 4862.563965
	Iteration 36Q: 3 clusters Score -2554285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2554289.250000 Penalty: 4862.563965
	Iteration 37Q: 3 clusters Score -2554289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2554291.000000 Penalty: 4862.563965
	Iteration 38Q: 3 clusters Score -2554291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2554291.250000 Penalty: 4862.563965
	Iteration 39Q: 3 clusters Score -2554291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2554291.250000 Penalty: 4862.563965
	Iteration 40F: 3 clusters Score -2554291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (145539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145539 members 
Entering Unmasked Estep 
Score: -20384956.000000 Penalty: 2948.273438
	Iteration 0F: 2 clusters Score -2.038496e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72676 members 
Mstep: Class 2 contains 72863 members 
Entering Unmasked Estep 
Score: -20292772.000000 Penalty: 5896.546875
	Iteration 0F: 3 clusters Score -2.029277e+07 nChanged 69666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71382 members 
Mstep: Class 2 contains 74157 members 
Entering Unmasked Estep 
Score: -20333910.000000 Penalty: 5896.546875
	Iteration 1F: 3 clusters Score -2.033391e+07 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70459 members 
Mstep: Class 2 contains 75080 members 
Entering Unmasked Estep 
Score: -20335618.000000 Penalty: 5896.546875
	Iteration 2Q: 3 clusters Score -2.033562e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68995 members 
Mstep: Class 2 contains 76544 members 
Entering Unmasked Estep 
Score: -20338218.000000 Penalty: 5896.546875
	Iteration 3Q: 3 clusters Score -2.033822e+07 nChanged 7394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66639 members 
Mstep: Class 2 contains 78900 members 
Entering Unmasked Estep 
Score: -20341692.000000 Penalty: 5896.546875
	Iteration 4F: 3 clusters Score -2.034169e+07 nChanged 8514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63301 members 
Mstep: Class 2 contains 82238 members 
Entering Unmasked Estep 
Score: -20346806.000000 Penalty: 5896.546875
	Iteration 5F: 3 clusters Score -2.034681e+07 nChanged 9578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58733 members 
Mstep: Class 2 contains 86806 members 
Entering Unmasked Estep 
Score: -20353478.000000 Penalty: 5896.546875
	Iteration 6F: 3 clusters Score -2.035348e+07 nChanged 9853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53516 members 
Mstep: Class 2 contains 92023 members 
Entering Unmasked Estep 
Score: -20361422.000000 Penalty: 5896.546875
	Iteration 7F: 3 clusters Score -2.036142e+07 nChanged 8710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48602 members 
Mstep: Class 2 contains 96937 members 
Entering Unmasked Estep 
Score: -20367188.000000 Penalty: 5896.546875
	Iteration 8F: 3 clusters Score -2.036719e+07 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44209 members 
Mstep: Class 2 contains 101330 members 
Entering Unmasked Estep 
Score: -20370420.000000 Penalty: 5896.546875
	Iteration 9Q: 3 clusters Score -2.037042e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 105510 members 
Entering Unmasked Estep 
Score: -20372096.000000 Penalty: 5896.546875
	Iteration 10Q: 3 clusters Score -2.03721e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 109730 members 
Entering Unmasked Estep 
Score: -20373466.000000 Penalty: 5896.546875
	Iteration 11Q: 3 clusters Score -2.037347e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 113926 members 
Entering Unmasked Estep 
Score: -20374590.000000 Penalty: 5896.546875
	Iteration 12Q: 3 clusters Score -2.037459e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 117951 members 
Entering Unmasked Estep 
Score: -20375404.000000 Penalty: 5896.546875
	Iteration 13Q: 3 clusters Score -2.03754e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 121927 members 
Entering Unmasked Estep 
Score: -20376882.000000 Penalty: 5896.546875
	Iteration 14Q: 3 clusters Score -2.037688e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 125519 members 
Entering Unmasked Estep 
Score: -20378108.000000 Penalty: 5896.546875
	Iteration 15Q: 3 clusters Score -2.037811e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 128757 members 
Entering Unmasked Estep 
Score: -20379318.000000 Penalty: 5896.546875
	Iteration 16Q: 3 clusters Score -2.037932e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 131547 members 
Entering Unmasked Estep 
Score: -20380370.000000 Penalty: 5896.546875
	Iteration 17Q: 3 clusters Score -2.038037e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 133908 members 
Entering Unmasked Estep 
Score: -20381178.000000 Penalty: 5896.546875
	Iteration 18Q: 3 clusters Score -2.038118e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 135862 members 
Entering Unmasked Estep 
Score: -20381684.000000 Penalty: 5896.546875
	Iteration 19Q: 3 clusters Score -2.038168e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 137390 members 
Entering Unmasked Estep 
Score: -20382150.000000 Penalty: 5896.546875
	Iteration 20F: 3 clusters Score -2.038215e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 138686 members 
Entering Unmasked Estep 
Score: -20382506.000000 Penalty: 5896.546875
	Iteration 21Q: 3 clusters Score -2.038251e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 139719 members 
Entering Unmasked Estep 
Score: -20382828.000000 Penalty: 5896.546875
	Iteration 22Q: 3 clusters Score -2.038283e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 140538 members 
Entering Unmasked Estep 
Score: -20383000.000000 Penalty: 5896.546875
	Iteration 23Q: 3 clusters Score -2.0383e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 141194 members 
Entering Unmasked Estep 
Score: -20383130.000000 Penalty: 5896.546875
	Iteration 24Q: 3 clusters Score -2.038313e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 141672 members 
Entering Unmasked Estep 
Score: -20383158.000000 Penalty: 5896.546875
	Iteration 25Q: 3 clusters Score -2.038316e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 142052 members 
Entering Unmasked Estep 
Score: -20383190.000000 Penalty: 5896.546875
	Iteration 26Q: 3 clusters Score -2.038319e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 142385 members 
Entering Unmasked Estep 
Score: -20383274.000000 Penalty: 5896.546875
	Iteration 27Q: 3 clusters Score -2.038327e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 142638 members 
Entering Unmasked Estep 
Score: -20383288.000000 Penalty: 5896.546875
	Iteration 28Q: 3 clusters Score -2.038329e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 142839 members 
Entering Unmasked Estep 
Score: -20383298.000000 Penalty: 5896.546875
	Iteration 29Q: 3 clusters Score -2.03833e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 143002 members 
Entering Unmasked Estep 
Score: -20383298.000000 Penalty: 5896.546875
	Iteration 30Q: 3 clusters Score -2.03833e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 143139 members 
Entering Unmasked Estep 
Score: -20383328.000000 Penalty: 5896.546875
	Iteration 31Q: 3 clusters Score -2.038333e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 143248 members 
Entering Unmasked Estep 
Score: -20383360.000000 Penalty: 5896.546875
	Iteration 32Q: 3 clusters Score -2.038336e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 143328 members 
Entering Unmasked Estep 
Score: -20383368.000000 Penalty: 5896.546875
	Iteration 33Q: 3 clusters Score -2.038337e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 143395 members 
Entering Unmasked Estep 
Score: -20383338.000000 Penalty: 5896.546875
	Iteration 34Q: 3 clusters Score -2.038334e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 143441 members 
Entering Unmasked Estep 
Score: -20383326.000000 Penalty: 5896.546875
	Iteration 35Q: 3 clusters Score -2.038333e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 143486 members 
Entering Unmasked Estep 
Score: -20383346.000000 Penalty: 5896.546875
	Iteration 36Q: 3 clusters Score -2.038335e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 143520 members 
Entering Unmasked Estep 
Score: -20383346.000000 Penalty: 5896.546875
	Iteration 37Q: 3 clusters Score -2.038335e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 143550 members 
Entering Unmasked Estep 
Score: -20383348.000000 Penalty: 5896.546875
	Iteration 38Q: 3 clusters Score -2.038335e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 143579 members 
Entering Unmasked Estep 
Score: -20383372.000000 Penalty: 5896.546875
	Iteration 39Q: 3 clusters Score -2.038337e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 143605 members 
Entering Unmasked Estep 
Score: -20383360.000000 Penalty: 5896.546875
	Iteration 40F: 3 clusters Score -2.038336e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 143633 members 
Entering Unmasked Estep 
Score: -20383342.000000 Penalty: 5896.546875
	Iteration 41Q: 3 clusters Score -2.038334e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 143659 members 
Entering Unmasked Estep 
Score: -20383334.000000 Penalty: 5896.546875
	Iteration 42Q: 3 clusters Score -2.038333e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 143680 members 
Entering Unmasked Estep 
Score: -20383344.000000 Penalty: 5896.546875
	Iteration 43Q: 3 clusters Score -2.038334e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 143695 members 
Entering Unmasked Estep 
Score: -20383346.000000 Penalty: 5896.546875
	Iteration 44Q: 3 clusters Score -2.038335e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 143714 members 
Entering Unmasked Estep 
Score: -20383328.000000 Penalty: 5896.546875
	Iteration 45Q: 3 clusters Score -2.038333e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 143728 members 
Entering Unmasked Estep 
Score: -20383330.000000 Penalty: 5896.546875
	Iteration 46Q: 3 clusters Score -2.038333e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 143738 members 
Entering Unmasked Estep 
Score: -20383336.000000 Penalty: 5896.546875
	Iteration 47Q: 3 clusters Score -2.038334e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 143746 members 
Entering Unmasked Estep 
Score: -20383348.000000 Penalty: 5896.546875
	Iteration 48Q: 3 clusters Score -2.038335e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 143756 members 
Entering Unmasked Estep 
Score: -20383364.000000 Penalty: 5896.546875
	Iteration 49Q: 3 clusters Score -2.038336e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 143765 members 
Entering Unmasked Estep 
Score: -20383350.000000 Penalty: 5896.546875
	Iteration 50Q: 3 clusters Score -2.038335e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 143774 members 
Entering Unmasked Estep 
Score: -20383348.000000 Penalty: 5896.546875
	Iteration 51Q: 3 clusters Score -2.038335e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 143783 members 
Entering Unmasked Estep 
Score: -20383362.000000 Penalty: 5896.546875
	Iteration 52Q: 3 clusters Score -2.038336e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 143789 members 
Entering Unmasked Estep 
Score: -20383376.000000 Penalty: 5896.546875
	Iteration 53Q: 3 clusters Score -2.038338e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 143798 members 
Entering Unmasked Estep 
Score: -20383380.000000 Penalty: 5896.546875
	Iteration 54Q: 3 clusters Score -2.038338e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 143803 members 
Entering Unmasked Estep 
Score: -20383356.000000 Penalty: 5896.546875
	Iteration 55Q: 3 clusters Score -2.038336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 143804 members 
Entering Unmasked Estep 
Score: -20383358.000000 Penalty: 5896.546875
	Iteration 56Q: 3 clusters Score -2.038336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 143805 members 
Entering Unmasked Estep 
Score: -20383364.000000 Penalty: 5896.546875
	Iteration 57Q: 3 clusters Score -2.038336e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 143805 members 
Entering Unmasked Estep 
Score: -20383364.000000 Penalty: 5896.546875
	Iteration 58F: 3 clusters Score -2.038336e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Entering Unmasked Estep 
Score: -544687.000000 Penalty: 2053.804932
	Iteration 0F: 2 clusters Score -544687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -540815.250000 Penalty: 4107.609863
	Iteration 0F: 3 clusters Score -540815.2 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -541686.062500 Penalty: 4107.609863
	Iteration 1F: 3 clusters Score -541686.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -542000.750000 Penalty: 4107.609863
	Iteration 2F: 3 clusters Score -542000.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -542279.000000 Penalty: 4107.609863
	Iteration 3F: 3 clusters Score -542279 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -542490.250000 Penalty: 4107.609863
	Iteration 4F: 3 clusters Score -542490.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -542688.125000 Penalty: 4107.609863
	Iteration 5Q: 3 clusters Score -542688.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -542893.687500 Penalty: 4107.609863
	Iteration 6Q: 3 clusters Score -542893.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -543064.312500 Penalty: 4107.609863
	Iteration 7Q: 3 clusters Score -543064.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -543201.500000 Penalty: 4107.609863
	Iteration 8Q: 3 clusters Score -543201.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -543276.562500 Penalty: 4107.609863
	Iteration 9Q: 3 clusters Score -543276.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -543331.750000 Penalty: 4107.609863
	Iteration 10Q: 3 clusters Score -543331.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -543365.125000 Penalty: 4107.609863
	Iteration 11Q: 3 clusters Score -543365.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -543386.125000 Penalty: 4107.609863
	Iteration 12Q: 3 clusters Score -543386.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -543400.937500 Penalty: 4107.609863
	Iteration 13Q: 3 clusters Score -543400.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -543415.625000 Penalty: 4107.609863
	Iteration 14Q: 3 clusters Score -543415.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -543426.062500 Penalty: 4107.609863
	Iteration 15Q: 3 clusters Score -543426.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -543432.937500 Penalty: 4107.609863
	Iteration 16Q: 3 clusters Score -543432.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -543439.562500 Penalty: 4107.609863
	Iteration 17Q: 3 clusters Score -543439.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -543447.125000 Penalty: 4107.609863
	Iteration 18Q: 3 clusters Score -543447.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -543456.500000 Penalty: 4107.609863
	Iteration 19Q: 3 clusters Score -543456.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -543467.812500 Penalty: 4107.609863
	Iteration 20F: 3 clusters Score -543467.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -543477.312500 Penalty: 4107.609863
	Iteration 21Q: 3 clusters Score -543477.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -543485.875000 Penalty: 4107.609863
	Iteration 22Q: 3 clusters Score -543485.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -543494.125000 Penalty: 4107.609863
	Iteration 23Q: 3 clusters Score -543494.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -543506.125000 Penalty: 4107.609863
	Iteration 24Q: 3 clusters Score -543506.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -543521.000000 Penalty: 4107.609863
	Iteration 25Q: 3 clusters Score -543521 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -543540.750000 Penalty: 4107.609863
	Iteration 26Q: 3 clusters Score -543540.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -543566.437500 Penalty: 4107.609863
	Iteration 27Q: 3 clusters Score -543566.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -543596.937500 Penalty: 4107.609863
	Iteration 28Q: 3 clusters Score -543596.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -543631.625000 Penalty: 4107.609863
	Iteration 29Q: 3 clusters Score -543631.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -543674.687500 Penalty: 4107.609863
	Iteration 30Q: 3 clusters Score -543674.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -543718.687500 Penalty: 4107.609863
	Iteration 31Q: 3 clusters Score -543718.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -543765.375000 Penalty: 4107.609863
	Iteration 32Q: 3 clusters Score -543765.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -543805.187500 Penalty: 4107.609863
	Iteration 33Q: 3 clusters Score -543805.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -543838.750000 Penalty: 4107.609863
	Iteration 34Q: 3 clusters Score -543838.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -543867.562500 Penalty: 4107.609863
	Iteration 35Q: 3 clusters Score -543867.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -543897.000000 Penalty: 4107.609863
	Iteration 36Q: 3 clusters Score -543897 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -543921.250000 Penalty: 4107.609863
	Iteration 37Q: 3 clusters Score -543921.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -543952.812500 Penalty: 4107.609863
	Iteration 38Q: 3 clusters Score -543952.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -543980.500000 Penalty: 4107.609863
	Iteration 39Q: 3 clusters Score -543980.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -543999.500000 Penalty: 4107.609863
	Iteration 40F: 3 clusters Score -543999.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -544014.250000 Penalty: 4107.609863
	Iteration 41Q: 3 clusters Score -544014.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -544025.437500 Penalty: 4107.609863
	Iteration 42Q: 3 clusters Score -544025.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -544033.562500 Penalty: 4107.609863
	Iteration 43Q: 3 clusters Score -544033.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -544043.437500 Penalty: 4107.609863
	Iteration 44Q: 3 clusters Score -544043.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -544054.500000 Penalty: 4107.609863
	Iteration 45Q: 3 clusters Score -544054.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -544064.500000 Penalty: 4107.609863
	Iteration 46Q: 3 clusters Score -544064.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -544073.375000 Penalty: 4107.609863
	Iteration 47Q: 3 clusters Score -544073.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -544079.625000 Penalty: 4107.609863
	Iteration 48Q: 3 clusters Score -544079.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -544088.500000 Penalty: 4107.609863
	Iteration 49Q: 3 clusters Score -544088.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -544097.312500 Penalty: 4107.609863
	Iteration 50Q: 3 clusters Score -544097.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -544104.687500 Penalty: 4107.609863
	Iteration 51Q: 3 clusters Score -544104.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -544113.937500 Penalty: 4107.609863
	Iteration 52Q: 3 clusters Score -544113.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -544125.125000 Penalty: 4107.609863
	Iteration 53Q: 3 clusters Score -544125.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -544133.937500 Penalty: 4107.609863
	Iteration 54Q: 3 clusters Score -544133.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -544141.250000 Penalty: 4107.609863
	Iteration 55Q: 3 clusters Score -544141.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -544150.875000 Penalty: 4107.609863
	Iteration 56Q: 3 clusters Score -544150.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -544161.750000 Penalty: 4107.609863
	Iteration 57Q: 3 clusters Score -544161.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -544168.625000 Penalty: 4107.609863
	Iteration 58Q: 3 clusters Score -544168.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -544174.812500 Penalty: 4107.609863
	Iteration 59Q: 3 clusters Score -544174.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -544181.187500 Penalty: 4107.609863
	Iteration 60F: 3 clusters Score -544181.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -544186.000000 Penalty: 4107.609863
	Iteration 61Q: 3 clusters Score -544186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -544192.312500 Penalty: 4107.609863
	Iteration 62Q: 3 clusters Score -544192.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -544194.687500 Penalty: 4107.609863
	Iteration 63Q: 3 clusters Score -544194.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -544195.187500 Penalty: 4107.609863
	Iteration 64Q: 3 clusters Score -544195.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -544196.875000 Penalty: 4107.609863
	Iteration 65Q: 3 clusters Score -544196.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -544198.687500 Penalty: 4107.609863
	Iteration 66Q: 3 clusters Score -544198.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -544200.875000 Penalty: 4107.609863
	Iteration 67Q: 3 clusters Score -544200.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -544203.187500 Penalty: 4107.609863
	Iteration 68Q: 3 clusters Score -544203.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -544204.375000 Penalty: 4107.609863
	Iteration 69Q: 3 clusters Score -544204.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -544204.562500 Penalty: 4107.609863
	Iteration 70Q: 3 clusters Score -544204.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -544205.000000 Penalty: 4107.609863
	Iteration 71Q: 3 clusters Score -544205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -544205.000000 Penalty: 4107.609863
	Iteration 72F: 3 clusters Score -544205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 25485 members 
Mstep: Class 4 contains 10501 members 
Mstep: Class 5 contains 482 members 
Mstep: Class 6 contains 141656 members 
Mstep: Class 7 contains 16983 members 
Mstep: Class 8 contains 128325 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4424 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 181787 members 
Mstep: Class 13 contains 66852 members 
Mstep: Class 14 contains 4831 members 
Mstep: Class 15 contains 17164 members 
Mstep: Class 16 contains 176687 members 
Mstep: Class 17 contains 13069 members 
Mstep: Class 18 contains 18098 members 
Mstep: Class 19 contains 145539 members 
Mstep: Class 20 contains 3950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675720.000000 Penalty: 78577.234375
Iteration 79Q: 24 clusters Score -1.326757e+08 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 25549 members 
Mstep: Class 4 contains 10487 members 
Mstep: Class 5 contains 476 members 
Mstep: Class 6 contains 141331 members 
Mstep: Class 7 contains 16770 members 
Mstep: Class 8 contains 128210 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4433 members 
Mstep: Class 11 contains 1662 members 
Mstep: Class 12 contains 181564 members 
Mstep: Class 13 contains 66852 members 
Mstep: Class 14 contains 4902 members 
Mstep: Class 15 contains 17071 members 
Mstep: Class 16 contains 176723 members 
Mstep: Class 17 contains 13099 members 
Mstep: Class 18 contains 18076 members 
Mstep: Class 19 contains 146086 members 
Mstep: Class 20 contains 3949 members 
Mstep: Class 21 contains 867 members 
Mstep: Class 22 contains 355 members 
Mstep: Class 23 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676120.000000 Penalty: 78577.234375
Iteration 80F: 24 clusters Score -1.326761e+08 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 25614 members 
Mstep: Class 4 contains 10471 members 
Mstep: Class 5 contains 476 members 
Mstep: Class 6 contains 141094 members 
Mstep: Class 7 contains 16618 members 
Mstep: Class 8 contains 128100 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4446 members 
Mstep: Class 11 contains 1779 members 
Mstep: Class 12 contains 181376 members 
Mstep: Class 13 contains 66847 members 
Mstep: Class 14 contains 4972 members 
Mstep: Class 15 contains 16991 members 
Mstep: Class 16 contains 176728 members 
Mstep: Class 17 contains 13124 members 
Mstep: Class 18 contains 18066 members 
Mstep: Class 19 contains 146589 members 
Mstep: Class 20 contains 3949 members 
Mstep: Class 21 contains 867 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676168.000000 Penalty: 78577.234375
Iteration 81Q: 24 clusters Score -1.326762e+08 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 25665 members 
Mstep: Class 4 contains 10468 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 140858 members 
Mstep: Class 7 contains 16508 members 
Mstep: Class 8 contains 127985 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 1838 members 
Mstep: Class 12 contains 181163 members 
Mstep: Class 13 contains 66859 members 
Mstep: Class 14 contains 5051 members 
Mstep: Class 15 contains 16925 members 
Mstep: Class 16 contains 176739 members 
Mstep: Class 17 contains 13132 members 
Mstep: Class 18 contains 18062 members 
Mstep: Class 19 contains 147095 members 
Mstep: Class 20 contains 3949 members 
Mstep: Class 21 contains 867 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676072.000000 Penalty: 78577.234375
Iteration 82Q: 24 clusters Score -1.326761e+08 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 25707 members 
Mstep: Class 4 contains 10458 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 140645 members 
Mstep: Class 7 contains 16414 members 
Mstep: Class 8 contains 127877 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4472 members 
Mstep: Class 11 contains 1872 members 
Mstep: Class 12 contains 180936 members 
Mstep: Class 13 contains 66869 members 
Mstep: Class 14 contains 5125 members 
Mstep: Class 15 contains 16859 members 
Mstep: Class 16 contains 176758 members 
Mstep: Class 17 contains 13147 members 
Mstep: Class 18 contains 18057 members 
Mstep: Class 19 contains 147617 members 
Mstep: Class 20 contains 3947 members 
Mstep: Class 21 contains 867 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676176.000000 Penalty: 78577.234375
Iteration 83Q: 24 clusters Score -1.326762e+08 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 25736 members 
Mstep: Class 4 contains 10448 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 140440 members 
Mstep: Class 7 contains 16334 members 
Mstep: Class 8 contains 127776 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4477 members 
Mstep: Class 11 contains 1901 members 
Mstep: Class 12 contains 180720 members 
Mstep: Class 13 contains 66871 members 
Mstep: Class 14 contains 5194 members 
Mstep: Class 15 contains 16808 members 
Mstep: Class 16 contains 176777 members 
Mstep: Class 17 contains 13172 members 
Mstep: Class 18 contains 18049 members 
Mstep: Class 19 contains 148110 members 
Mstep: Class 20 contains 3947 members 
Mstep: Class 21 contains 867 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675912.000000 Penalty: 78577.234375
Iteration 84Q: 24 clusters Score -1.326759e+08 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 25774 members 
Mstep: Class 4 contains 10440 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 140253 members 
Mstep: Class 7 contains 16297 members 
Mstep: Class 8 contains 127712 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4481 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 180550 members 
Mstep: Class 13 contains 66876 members 
Mstep: Class 14 contains 5258 members 
Mstep: Class 15 contains 16749 members 
Mstep: Class 16 contains 176764 members 
Mstep: Class 17 contains 13183 members 
Mstep: Class 18 contains 18043 members 
Mstep: Class 19 contains 148514 members 
Mstep: Class 20 contains 3947 members 
Mstep: Class 21 contains 867 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675976.000000 Penalty: 78577.234375
Iteration 85Q: 24 clusters Score -1.32676e+08 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 25827 members 
Mstep: Class 4 contains 10442 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 140009 members 
Mstep: Class 7 contains 16267 members 
Mstep: Class 8 contains 127628 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4481 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 180401 members 
Mstep: Class 13 contains 66874 members 
Mstep: Class 14 contains 5343 members 
Mstep: Class 15 contains 16696 members 
Mstep: Class 16 contains 176747 members 
Mstep: Class 17 contains 13189 members 
Mstep: Class 18 contains 18047 members 
Mstep: Class 19 contains 148925 members 
Mstep: Class 20 contains 3947 members 
Mstep: Class 21 contains 867 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676120.000000 Penalty: 78577.234375
Iteration 86Q: 24 clusters Score -1.326761e+08 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 25873 members 
Mstep: Class 4 contains 10445 members 
Mstep: Class 5 contains 479 members 
Mstep: Class 6 contains 139781 members 
Mstep: Class 7 contains 16251 members 
Mstep: Class 8 contains 127545 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4483 members 
Mstep: Class 11 contains 1949 members 
Mstep: Class 12 contains 180247 members 
Mstep: Class 13 contains 66847 members 
Mstep: Class 14 contains 5423 members 
Mstep: Class 15 contains 16667 members 
Mstep: Class 16 contains 176727 members 
Mstep: Class 17 contains 13194 members 
Mstep: Class 18 contains 18049 members 
Mstep: Class 19 contains 149335 members 
Mstep: Class 20 contains 3945 members 
Mstep: Class 21 contains 867 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676072.000000 Penalty: 78577.234375
Iteration 87Q: 24 clusters Score -1.326761e+08 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 25924 members 
Mstep: Class 4 contains 10451 members 
Mstep: Class 5 contains 478 members 
Mstep: Class 6 contains 139528 members 
Mstep: Class 7 contains 16237 members 
Mstep: Class 8 contains 127477 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4484 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 180056 members 
Mstep: Class 13 contains 66826 members 
Mstep: Class 14 contains 5514 members 
Mstep: Class 15 contains 16652 members 
Mstep: Class 16 contains 176711 members 
Mstep: Class 17 contains 13212 members 
Mstep: Class 18 contains 18044 members 
Mstep: Class 19 contains 149744 members 
Mstep: Class 20 contains 3945 members 
Mstep: Class 21 contains 867 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676304.000000 Penalty: 78577.234375
Iteration 88Q: 24 clusters Score -1.326763e+08 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 25987 members 
Mstep: Class 4 contains 10462 members 
Mstep: Class 5 contains 478 members 
Mstep: Class 6 contains 139348 members 
Mstep: Class 7 contains 16208 members 
Mstep: Class 8 contains 127437 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4486 members 
Mstep: Class 11 contains 1961 members 
Mstep: Class 12 contains 179754 members 
Mstep: Class 13 contains 66811 members 
Mstep: Class 14 contains 5592 members 
Mstep: Class 15 contains 16626 members 
Mstep: Class 16 contains 176702 members 
Mstep: Class 17 contains 13224 members 
Mstep: Class 18 contains 18044 members 
Mstep: Class 19 contains 150175 members 
Mstep: Class 20 contains 3945 members 
Mstep: Class 21 contains 867 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676256.000000 Penalty: 78577.234375
Iteration 89Q: 24 clusters Score -1.326763e+08 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 26024 members 
Mstep: Class 4 contains 10457 members 
Mstep: Class 5 contains 478 members 
Mstep: Class 6 contains 139169 members 
Mstep: Class 7 contains 16186 members 
Mstep: Class 8 contains 127389 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4490 members 
Mstep: Class 11 contains 1969 members 
Mstep: Class 12 contains 179479 members 
Mstep: Class 13 contains 66790 members 
Mstep: Class 14 contains 5679 members 
Mstep: Class 15 contains 16595 members 
Mstep: Class 16 contains 176724 members 
Mstep: Class 17 contains 13226 members 
Mstep: Class 18 contains 18042 members 
Mstep: Class 19 contains 150598 members 
Mstep: Class 20 contains 3945 members 
Mstep: Class 21 contains 867 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676360.000000 Penalty: 78577.234375
Iteration 90Q: 24 clusters Score -1.326764e+08 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 26075 members 
Mstep: Class 4 contains 10452 members 
Mstep: Class 5 contains 478 members 
Mstep: Class 6 contains 138994 members 
Mstep: Class 7 contains 16171 members 
Mstep: Class 8 contains 127354 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4493 members 
Mstep: Class 11 contains 1973 members 
Mstep: Class 12 contains 179208 members 
Mstep: Class 13 contains 66758 members 
Mstep: Class 14 contains 5758 members 
Mstep: Class 15 contains 16567 members 
Mstep: Class 16 contains 176733 members 
Mstep: Class 17 contains 13240 members 
Mstep: Class 18 contains 18037 members 
Mstep: Class 19 contains 151004 members 
Mstep: Class 20 contains 3945 members 
Mstep: Class 21 contains 867 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676296.000000 Penalty: 78577.234375
Iteration 91Q: 24 clusters Score -1.326763e+08 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 26131 members 
Mstep: Class 4 contains 10438 members 
Mstep: Class 5 contains 478 members 
Mstep: Class 6 contains 138795 members 
Mstep: Class 7 contains 16149 members 
Mstep: Class 8 contains 127321 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4500 members 
Mstep: Class 11 contains 1979 members 
Mstep: Class 12 contains 178944 members 
Mstep: Class 13 contains 66735 members 
Mstep: Class 14 contains 5855 members 
Mstep: Class 15 contains 16531 members 
Mstep: Class 16 contains 176752 members 
Mstep: Class 17 contains 13269 members 
Mstep: Class 18 contains 18029 members 
Mstep: Class 19 contains 151390 members 
Mstep: Class 20 contains 3944 members 
Mstep: Class 21 contains 867 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676280.000000 Penalty: 78577.234375
Iteration 92Q: 24 clusters Score -1.326763e+08 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 26184 members 
Mstep: Class 4 contains 10425 members 
Mstep: Class 5 contains 477 members 
Mstep: Class 6 contains 138591 members 
Mstep: Class 7 contains 16125 members 
Mstep: Class 8 contains 127302 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4509 members 
Mstep: Class 11 contains 1986 members 
Mstep: Class 12 contains 178734 members 
Mstep: Class 13 contains 66712 members 
Mstep: Class 14 contains 5961 members 
Mstep: Class 15 contains 16512 members 
Mstep: Class 16 contains 176774 members 
Mstep: Class 17 contains 13296 members 
Mstep: Class 18 contains 18020 members 
Mstep: Class 19 contains 151689 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 867 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676184.000000 Penalty: 78577.234375
Iteration 93Q: 24 clusters Score -1.326762e+08 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 26247 members 
Mstep: Class 4 contains 10408 members 
Mstep: Class 5 contains 477 members 
Mstep: Class 6 contains 138422 members 
Mstep: Class 7 contains 16112 members 
Mstep: Class 8 contains 127283 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4512 members 
Mstep: Class 11 contains 1988 members 
Mstep: Class 12 contains 178518 members 
Mstep: Class 13 contains 66693 members 
Mstep: Class 14 contains 6059 members 
Mstep: Class 15 contains 16480 members 
Mstep: Class 16 contains 176793 members 
Mstep: Class 17 contains 13325 members 
Mstep: Class 18 contains 18022 members 
Mstep: Class 19 contains 151958 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 867 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676168.000000 Penalty: 78577.234375
Iteration 94Q: 24 clusters Score -1.326762e+08 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 26309 members 
Mstep: Class 4 contains 10393 members 
Mstep: Class 5 contains 477 members 
Mstep: Class 6 contains 138251 members 
Mstep: Class 7 contains 16101 members 
Mstep: Class 8 contains 127301 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4514 members 
Mstep: Class 11 contains 1991 members 
Mstep: Class 12 contains 178337 members 
Mstep: Class 13 contains 66656 members 
Mstep: Class 14 contains 6178 members 
Mstep: Class 15 contains 16446 members 
Mstep: Class 16 contains 176822 members 
Mstep: Class 17 contains 13340 members 
Mstep: Class 18 contains 18018 members 
Mstep: Class 19 contains 152164 members 
Mstep: Class 20 contains 3942 members 
Mstep: Class 21 contains 867 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676048.000000 Penalty: 78577.234375
Iteration 95Q: 24 clusters Score -1.32676e+08 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 26367 members 
Mstep: Class 4 contains 10381 members 
Mstep: Class 5 contains 477 members 
Mstep: Class 6 contains 138070 members 
Mstep: Class 7 contains 16092 members 
Mstep: Class 8 contains 127308 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4516 members 
Mstep: Class 11 contains 1996 members 
Mstep: Class 12 contains 178179 members 
Mstep: Class 13 contains 66644 members 
Mstep: Class 14 contains 6295 members 
Mstep: Class 15 contains 16406 members 
Mstep: Class 16 contains 176826 members 
Mstep: Class 17 contains 13364 members 
Mstep: Class 18 contains 18017 members 
Mstep: Class 19 contains 152360 members 
Mstep: Class 20 contains 3942 members 
Mstep: Class 21 contains 867 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676256.000000 Penalty: 78577.234375
Iteration 96Q: 24 clusters Score -1.326763e+08 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 26423 members 
Mstep: Class 4 contains 10368 members 
Mstep: Class 5 contains 476 members 
Mstep: Class 6 contains 137848 members 
Mstep: Class 7 contains 16095 members 
Mstep: Class 8 contains 127317 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4517 members 
Mstep: Class 11 contains 2002 members 
Mstep: Class 12 contains 178010 members 
Mstep: Class 13 contains 66646 members 
Mstep: Class 14 contains 6432 members 
Mstep: Class 15 contains 16400 members 
Mstep: Class 16 contains 176812 members 
Mstep: Class 17 contains 13372 members 
Mstep: Class 18 contains 18016 members 
Mstep: Class 19 contains 152564 members 
Mstep: Class 20 contains 3942 members 
Mstep: Class 21 contains 867 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676280.000000 Penalty: 78577.234375
Iteration 97Q: 24 clusters Score -1.326763e+08 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 26462 members 
Mstep: Class 4 contains 10364 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 137643 members 
Mstep: Class 7 contains 16081 members 
Mstep: Class 8 contains 127318 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4518 members 
Mstep: Class 11 contains 2005 members 
Mstep: Class 12 contains 177820 members 
Mstep: Class 13 contains 66671 members 
Mstep: Class 14 contains 6599 members 
Mstep: Class 15 contains 16390 members 
Mstep: Class 16 contains 176799 members 
Mstep: Class 17 contains 13371 members 
Mstep: Class 18 contains 18020 members 
Mstep: Class 19 contains 152763 members 
Mstep: Class 20 contains 3941 members 
Mstep: Class 21 contains 867 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676648.000000 Penalty: 78577.234375
Iteration 98Q: 24 clusters Score -1.326766e+08 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 26506 members 
Mstep: Class 4 contains 10347 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 137387 members 
Mstep: Class 7 contains 16074 members 
Mstep: Class 8 contains 127342 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4518 members 
Mstep: Class 11 contains 2006 members 
Mstep: Class 12 contains 177605 members 
Mstep: Class 13 contains 66690 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 16375 members 
Mstep: Class 16 contains 176806 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 18021 members 
Mstep: Class 19 contains 152981 members 
Mstep: Class 20 contains 3940 members 
Mstep: Class 21 contains 867 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132677056.000000 Penalty: 78577.234375
Iteration 99Q: 24 clusters Score -1.326771e+08 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 26557 members 
Mstep: Class 4 contains 10332 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 137165 members 
Mstep: Class 7 contains 16068 members 
Mstep: Class 8 contains 127343 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4518 members 
Mstep: Class 11 contains 2008 members 
Mstep: Class 12 contains 177342 members 
Mstep: Class 13 contains 66702 members 
Mstep: Class 14 contains 6974 members 
Mstep: Class 15 contains 16362 members 
Mstep: Class 16 contains 176805 members 
Mstep: Class 17 contains 13407 members 
Mstep: Class 18 contains 18030 members 
Mstep: Class 19 contains 153212 members 
Mstep: Class 20 contains 3940 members 
Mstep: Class 21 contains 867 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132677032.000000 Penalty: 78577.234375
Iteration 100F: 24 clusters Score -1.32677e+08 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 26616 members 
Mstep: Class 4 contains 10309 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 136947 members 
Mstep: Class 7 contains 16065 members 
Mstep: Class 8 contains 127344 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4518 members 
Mstep: Class 11 contains 2012 members 
Mstep: Class 12 contains 177070 members 
Mstep: Class 13 contains 66704 members 
Mstep: Class 14 contains 7176 members 
Mstep: Class 15 contains 16338 members 
Mstep: Class 16 contains 176809 members 
Mstep: Class 17 contains 13419 members 
Mstep: Class 18 contains 18037 members 
Mstep: Class 19 contains 153462 members 
Mstep: Class 20 contains 3939 members 
Mstep: Class 21 contains 867 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132677088.000000 Penalty: 78577.234375
Iteration 101Q: 24 clusters Score -1.326771e+08 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 26658 members 
Mstep: Class 4 contains 10291 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 136636 members 
Mstep: Class 7 contains 16058 members 
Mstep: Class 8 contains 127351 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4522 members 
Mstep: Class 11 contains 2016 members 
Mstep: Class 12 contains 176794 members 
Mstep: Class 13 contains 66702 members 
Mstep: Class 14 contains 7390 members 
Mstep: Class 15 contains 16318 members 
Mstep: Class 16 contains 176866 members 
Mstep: Class 17 contains 13433 members 
Mstep: Class 18 contains 18047 members 
Mstep: Class 19 contains 153746 members 
Mstep: Class 20 contains 3937 members 
Mstep: Class 21 contains 867 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132677352.000000 Penalty: 78577.234375
Iteration 102Q: 24 clusters Score -1.326774e+08 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 26690 members 
Mstep: Class 4 contains 10285 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 136281 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 127356 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4525 members 
Mstep: Class 11 contains 2020 members 
Mstep: Class 12 contains 176558 members 
Mstep: Class 13 contains 66726 members 
Mstep: Class 14 contains 7640 members 
Mstep: Class 15 contains 16298 members 
Mstep: Class 16 contains 176896 members 
Mstep: Class 17 contains 13454 members 
Mstep: Class 18 contains 18047 members 
Mstep: Class 19 contains 153996 members 
Mstep: Class 20 contains 3937 members 
Mstep: Class 21 contains 867 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132677248.000000 Penalty: 78577.234375
Iteration 103Q: 24 clusters Score -1.326772e+08 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 26747 members 
Mstep: Class 4 contains 10269 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 135901 members 
Mstep: Class 7 contains 16062 members 
Mstep: Class 8 contains 127377 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4528 members 
Mstep: Class 11 contains 2025 members 
Mstep: Class 12 contains 176311 members 
Mstep: Class 13 contains 66760 members 
Mstep: Class 14 contains 7938 members 
Mstep: Class 15 contains 16270 members 
Mstep: Class 16 contains 176917 members 
Mstep: Class 17 contains 13466 members 
Mstep: Class 18 contains 18049 members 
Mstep: Class 19 contains 154208 members 
Mstep: Class 20 contains 3937 members 
Mstep: Class 21 contains 867 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132677480.000000 Penalty: 78577.234375
Iteration 104Q: 24 clusters Score -1.326775e+08 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 26800 members 
Mstep: Class 4 contains 10243 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 135525 members 
Mstep: Class 7 contains 16072 members 
Mstep: Class 8 contains 127352 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4532 members 
Mstep: Class 11 contains 2028 members 
Mstep: Class 12 contains 176046 members 
Mstep: Class 13 contains 66798 members 
Mstep: Class 14 contains 8319 members 
Mstep: Class 15 contains 16253 members 
Mstep: Class 16 contains 176950 members 
Mstep: Class 17 contains 13496 members 
Mstep: Class 18 contains 18047 members 
Mstep: Class 19 contains 154367 members 
Mstep: Class 20 contains 3937 members 
Mstep: Class 21 contains 867 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132677824.000000 Penalty: 78577.234375
Iteration 105Q: 24 clusters Score -1.326778e+08 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 26856 members 
Mstep: Class 4 contains 10225 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 135123 members 
Mstep: Class 7 contains 16098 members 
Mstep: Class 8 contains 127374 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4534 members 
Mstep: Class 11 contains 2032 members 
Mstep: Class 12 contains 175743 members 
Mstep: Class 13 contains 66829 members 
Mstep: Class 14 contains 8731 members 
Mstep: Class 15 contains 16253 members 
Mstep: Class 16 contains 177011 members 
Mstep: Class 17 contains 13492 members 
Mstep: Class 18 contains 18051 members 
Mstep: Class 19 contains 154476 members 
Mstep: Class 20 contains 3937 members 
Mstep: Class 21 contains 867 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132678512.000000 Penalty: 78577.234375
Iteration 106Q: 24 clusters Score -1.326785e+08 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 26910 members 
Mstep: Class 4 contains 10199 members 
Mstep: Class 5 contains 476 members 
Mstep: Class 6 contains 134550 members 
Mstep: Class 7 contains 16098 members 
Mstep: Class 8 contains 127388 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4538 members 
Mstep: Class 11 contains 2037 members 
Mstep: Class 12 contains 175415 members 
Mstep: Class 13 contains 66861 members 
Mstep: Class 14 contains 9232 members 
Mstep: Class 15 contains 16249 members 
Mstep: Class 16 contains 177036 members 
Mstep: Class 17 contains 13492 members 
Mstep: Class 18 contains 18052 members 
Mstep: Class 19 contains 154770 members 
Mstep: Class 20 contains 3937 members 
Mstep: Class 21 contains 867 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132679040.000000 Penalty: 78577.234375
Iteration 107Q: 24 clusters Score -1.32679e+08 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 26943 members 
Mstep: Class 4 contains 10182 members 
Mstep: Class 5 contains 476 members 
Mstep: Class 6 contains 133957 members 
Mstep: Class 7 contains 16088 members 
Mstep: Class 8 contains 127386 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4543 members 
Mstep: Class 11 contains 2042 members 
Mstep: Class 12 contains 175094 members 
Mstep: Class 13 contains 66881 members 
Mstep: Class 14 contains 9752 members 
Mstep: Class 15 contains 16250 members 
Mstep: Class 16 contains 177012 members 
Mstep: Class 17 contains 13489 members 
Mstep: Class 18 contains 18045 members 
Mstep: Class 19 contains 155163 members 
Mstep: Class 20 contains 3937 members 
Mstep: Class 21 contains 867 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132680032.000000 Penalty: 78577.234375
Iteration 108Q: 24 clusters Score -1.3268e+08 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 26978 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 476 members 
Mstep: Class 6 contains 133273 members 
Mstep: Class 7 contains 16093 members 
Mstep: Class 8 contains 127367 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4548 members 
Mstep: Class 11 contains 2046 members 
Mstep: Class 12 contains 174645 members 
Mstep: Class 13 contains 66907 members 
Mstep: Class 14 contains 10296 members 
Mstep: Class 15 contains 16251 members 
Mstep: Class 16 contains 176965 members 
Mstep: Class 17 contains 13486 members 
Mstep: Class 18 contains 18055 members 
Mstep: Class 19 contains 155762 members 
Mstep: Class 20 contains 3937 members 
Mstep: Class 21 contains 867 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132680344.000000 Penalty: 78577.234375
Iteration 109Q: 24 clusters Score -1.326803e+08 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 27010 members 
Mstep: Class 4 contains 10133 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 132558 members 
Mstep: Class 7 contains 16105 members 
Mstep: Class 8 contains 127379 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4549 members 
Mstep: Class 11 contains 2048 members 
Mstep: Class 12 contains 174179 members 
Mstep: Class 13 contains 66924 members 
Mstep: Class 14 contains 10899 members 
Mstep: Class 15 contains 16252 members 
Mstep: Class 16 contains 176919 members 
Mstep: Class 17 contains 13473 members 
Mstep: Class 18 contains 18041 members 
Mstep: Class 19 contains 156359 members 
Mstep: Class 20 contains 3937 members 
Mstep: Class 21 contains 867 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132681016.000000 Penalty: 78577.234375
Iteration 110Q: 24 clusters Score -1.32681e+08 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 27045 members 
Mstep: Class 4 contains 10113 members 
Mstep: Class 5 contains 474 members 
Mstep: Class 6 contains 131705 members 
Mstep: Class 7 contains 16099 members 
Mstep: Class 8 contains 127386 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4549 members 
Mstep: Class 11 contains 2050 members 
Mstep: Class 12 contains 173722 members 
Mstep: Class 13 contains 66956 members 
Mstep: Class 14 contains 11575 members 
Mstep: Class 15 contains 16251 members 
Mstep: Class 16 contains 176864 members 
Mstep: Class 17 contains 13447 members 
Mstep: Class 18 contains 18052 members 
Mstep: Class 19 contains 157015 members 
Mstep: Class 20 contains 3937 members 
Mstep: Class 21 contains 867 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132681672.000000 Penalty: 78577.234375
Iteration 111Q: 24 clusters Score -1.326817e+08 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 27103 members 
Mstep: Class 4 contains 10091 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 130789 members 
Mstep: Class 7 contains 16087 members 
Mstep: Class 8 contains 127411 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4548 members 
Mstep: Class 11 contains 2053 members 
Mstep: Class 12 contains 173190 members 
Mstep: Class 13 contains 66966 members 
Mstep: Class 14 contains 12323 members 
Mstep: Class 15 contains 16240 members 
Mstep: Class 16 contains 176799 members 
Mstep: Class 17 contains 13424 members 
Mstep: Class 18 contains 18059 members 
Mstep: Class 19 contains 157747 members 
Mstep: Class 20 contains 3937 members 
Mstep: Class 21 contains 867 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132682736.000000 Penalty: 78577.234375
Iteration 112Q: 24 clusters Score -1.326827e+08 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 27138 members 
Mstep: Class 4 contains 10083 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 129816 members 
Mstep: Class 7 contains 16085 members 
Mstep: Class 8 contains 127410 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4548 members 
Mstep: Class 11 contains 2051 members 
Mstep: Class 12 contains 172676 members 
Mstep: Class 13 contains 66999 members 
Mstep: Class 14 contains 13097 members 
Mstep: Class 15 contains 16220 members 
Mstep: Class 16 contains 176728 members 
Mstep: Class 17 contains 13392 members 
Mstep: Class 18 contains 18059 members 
Mstep: Class 19 contains 158530 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 867 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132683336.000000 Penalty: 78577.234375
Iteration 113Q: 24 clusters Score -1.326833e+08 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 27188 members 
Mstep: Class 4 contains 10071 members 
Mstep: Class 5 contains 472 members 
Mstep: Class 6 contains 128649 members 
Mstep: Class 7 contains 16081 members 
Mstep: Class 8 contains 127414 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4549 members 
Mstep: Class 11 contains 2047 members 
Mstep: Class 12 contains 172165 members 
Mstep: Class 13 contains 67055 members 
Mstep: Class 14 contains 13894 members 
Mstep: Class 15 contains 16202 members 
Mstep: Class 16 contains 176634 members 
Mstep: Class 17 contains 13375 members 
Mstep: Class 18 contains 18055 members 
Mstep: Class 19 contains 159456 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 867 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132683840.000000 Penalty: 78577.234375
Iteration 114Q: 24 clusters Score -1.326838e+08 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 27238 members 
Mstep: Class 4 contains 10064 members 
Mstep: Class 5 contains 472 members 
Mstep: Class 6 contains 127260 members 
Mstep: Class 7 contains 16083 members 
Mstep: Class 8 contains 127389 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4553 members 
Mstep: Class 11 contains 2047 members 
Mstep: Class 12 contains 171660 members 
Mstep: Class 13 contains 67111 members 
Mstep: Class 14 contains 14754 members 
Mstep: Class 15 contains 16176 members 
Mstep: Class 16 contains 176570 members 
Mstep: Class 17 contains 13355 members 
Mstep: Class 18 contains 18059 members 
Mstep: Class 19 contains 160517 members 
Mstep: Class 20 contains 3932 members 
Mstep: Class 21 contains 867 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132684584.000000 Penalty: 78577.234375
Iteration 115Q: 24 clusters Score -1.326846e+08 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 27305 members 
Mstep: Class 4 contains 10059 members 
Mstep: Class 5 contains 472 members 
Mstep: Class 6 contains 125701 members 
Mstep: Class 7 contains 16086 members 
Mstep: Class 8 contains 127328 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4559 members 
Mstep: Class 11 contains 2045 members 
Mstep: Class 12 contains 171025 members 
Mstep: Class 13 contains 67156 members 
Mstep: Class 14 contains 15699 members 
Mstep: Class 15 contains 16168 members 
Mstep: Class 16 contains 176431 members 
Mstep: Class 17 contains 13321 members 
Mstep: Class 18 contains 18067 members 
Mstep: Class 19 contains 161887 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 867 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132685152.000000 Penalty: 78577.234375
Iteration 116Q: 24 clusters Score -1.326852e+08 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 27374 members 
Mstep: Class 4 contains 10057 members 
Mstep: Class 5 contains 472 members 
Mstep: Class 6 contains 124022 members 
Mstep: Class 7 contains 16101 members 
Mstep: Class 8 contains 127257 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4559 members 
Mstep: Class 11 contains 2046 members 
Mstep: Class 12 contains 170255 members 
Mstep: Class 13 contains 67176 members 
Mstep: Class 14 contains 16704 members 
Mstep: Class 15 contains 16154 members 
Mstep: Class 16 contains 176243 members 
Mstep: Class 17 contains 13284 members 
Mstep: Class 18 contains 18082 members 
Mstep: Class 19 contains 163524 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 867 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132685792.000000 Penalty: 78577.234375
Iteration 117Q: 24 clusters Score -1.326858e+08 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 27423 members 
Mstep: Class 4 contains 10038 members 
Mstep: Class 5 contains 472 members 
Mstep: Class 6 contains 122230 members 
Mstep: Class 7 contains 16118 members 
Mstep: Class 8 contains 127197 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4560 members 
Mstep: Class 11 contains 2050 members 
Mstep: Class 12 contains 169368 members 
Mstep: Class 13 contains 67202 members 
Mstep: Class 14 contains 17763 members 
Mstep: Class 15 contains 16138 members 
Mstep: Class 16 contains 176053 members 
Mstep: Class 17 contains 13200 members 
Mstep: Class 18 contains 18097 members 
Mstep: Class 19 contains 165401 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 867 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132686560.000000 Penalty: 78577.234375
Iteration 118Q: 24 clusters Score -1.326866e+08 nChanged 6659
Entering ConstructFrom: 
Score: -132686560.000000 Penalty: 78577.234375
Entering ConstructFrom: 
Trying to split cluster 1 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -43662.945312 Penalty: 1492.006958
	Iteration 0F: 2 clusters Score -43662.95 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 197 members 
Entering Unmasked Estep 
Score: -42298.289062 Penalty: 2984.013916
	Iteration 0F: 3 clusters Score -42298.29 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -42555.738281 Penalty: 2984.013916
	Iteration 1F: 3 clusters Score -42555.74 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -42665.937500 Penalty: 2984.013916
	Iteration 2F: 3 clusters Score -42665.94 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -42789.851562 Penalty: 2984.013916
	Iteration 3F: 3 clusters Score -42789.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -42875.792969 Penalty: 2984.013916
	Iteration 4Q: 3 clusters Score -42875.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -42934.980469 Penalty: 2984.013916
	Iteration 5Q: 3 clusters Score -42934.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -42987.519531 Penalty: 2984.013916
	Iteration 6Q: 3 clusters Score -42987.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43066.167969 Penalty: 2984.013916
	Iteration 7Q: 3 clusters Score -43066.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43158.101562 Penalty: 2984.013916
	Iteration 8Q: 3 clusters Score -43158.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -43228.406250 Penalty: 2984.013916
	Iteration 9Q: 3 clusters Score -43228.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -43230.875000 Penalty: 2984.013916
	Iteration 10Q: 3 clusters Score -43230.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -43235.058594 Penalty: 2984.013916
	Iteration 11Q: 3 clusters Score -43235.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -43236.523438 Penalty: 2984.013916
	Iteration 12Q: 3 clusters Score -43236.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -43239.613281 Penalty: 2984.013916
	Iteration 13Q: 3 clusters Score -43239.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -43239.613281 Penalty: 2984.013916
	Iteration 14F: 3 clusters Score -43239.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Entering Unmasked Estep 
Score: -110342.406250 Penalty: 1705.057617
	Iteration 0F: 2 clusters Score -110342.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -108520.226562 Penalty: 3410.115234
	Iteration 0F: 3 clusters Score -108520.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -109147.421875 Penalty: 3410.115234
	Iteration 1F: 3 clusters Score -109147.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -109763.312500 Penalty: 3410.115234
	Iteration 2F: 3 clusters Score -109763.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -110473.703125 Penalty: 3410.115234
	Iteration 3F: 3 clusters Score -110473.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -111340.617188 Penalty: 3410.115234
	Iteration 4F: 3 clusters Score -111340.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -112083.070312 Penalty: 3410.115234
	Iteration 5Q: 3 clusters Score -112083.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -112418.750000 Penalty: 3410.115234
	Iteration 6Q: 3 clusters Score -112418.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -112891.484375 Penalty: 3410.115234
	Iteration 7Q: 3 clusters Score -112891.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -113081.171875 Penalty: 3410.115234
	Iteration 8Q: 3 clusters Score -113081.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -113120.937500 Penalty: 3410.115234
	Iteration 9Q: 3 clusters Score -113120.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -113140.382812 Penalty: 3410.115234
	Iteration 10Q: 3 clusters Score -113140.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -113147.570312 Penalty: 3410.115234
	Iteration 11Q: 3 clusters Score -113147.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -113149.460938 Penalty: 3410.115234
	Iteration 12Q: 3 clusters Score -113149.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -113149.460938 Penalty: 3410.115234
	Iteration 13F: 3 clusters Score -113149.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27485 members 
Mstep: Class 4 contains 10022 members 
Mstep: Class 5 contains 472 members 
Mstep: Class 6 contains 120353 members 
Mstep: Class 7 contains 16129 members 
Mstep: Class 8 contains 127113 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4562 members 
Mstep: Class 11 contains 2055 members 
Mstep: Class 12 contains 168501 members 
Mstep: Class 13 contains 67216 members 
Mstep: Class 14 contains 18857 members 
Mstep: Class 15 contains 16089 members 
Mstep: Class 16 contains 175922 members 
Mstep: Class 17 contains 13108 members 
Mstep: Class 18 contains 18110 members 
Mstep: Class 19 contains 167316 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 867 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 538 members 
Entering Unmasked Estep 
Score: -132687696.000000 Penalty: 81993.640625
Splitting cluster 2 changes total score from -132686560.000000 to -132687696.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 3 (27485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Entering Unmasked Estep 
Score: -3739934.000000 Penalty: 2534.906006
	Iteration 0F: 2 clusters Score -3739934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -3721090.000000 Penalty: 5069.812012
	Iteration 0F: 3 clusters Score -3721090 nChanged 12384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -3727985.500000 Penalty: 5069.812012
	Iteration 1F: 3 clusters Score -3727986 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -3728686.500000 Penalty: 5069.812012
	Iteration 2F: 3 clusters Score -3728686 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -3729790.000000 Penalty: 5069.812012
	Iteration 3F: 3 clusters Score -3729790 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -3731410.000000 Penalty: 5069.812012
	Iteration 4F: 3 clusters Score -3731410 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -3733329.500000 Penalty: 5069.812012
	Iteration 5F: 3 clusters Score -3733330 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -3735172.250000 Penalty: 5069.812012
	Iteration 6F: 3 clusters Score -3735172 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -3736533.000000 Penalty: 5069.812012
	Iteration 7F: 3 clusters Score -3736533 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -3737349.500000 Penalty: 5069.812012
	Iteration 8Q: 3 clusters Score -3737350 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -3737875.500000 Penalty: 5069.812012
	Iteration 9Q: 3 clusters Score -3737876 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -3738270.500000 Penalty: 5069.812012
	Iteration 10Q: 3 clusters Score -3738270 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -3738616.750000 Penalty: 5069.812012
	Iteration 11Q: 3 clusters Score -3738617 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -3739013.000000 Penalty: 5069.812012
	Iteration 12Q: 3 clusters Score -3739013 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -3739328.750000 Penalty: 5069.812012
	Iteration 13Q: 3 clusters Score -3739329 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -3739431.000000 Penalty: 5069.812012
	Iteration 14Q: 3 clusters Score -3739431 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -3739465.500000 Penalty: 5069.812012
	Iteration 15Q: 3 clusters Score -3739466 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -3739487.500000 Penalty: 5069.812012
	Iteration 16Q: 3 clusters Score -3739488 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -3739502.250000 Penalty: 5069.812012
	Iteration 17Q: 3 clusters Score -3739502 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -3739511.000000 Penalty: 5069.812012
	Iteration 18Q: 3 clusters Score -3739511 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -3739521.250000 Penalty: 5069.812012
	Iteration 19Q: 3 clusters Score -3739521 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -3739530.250000 Penalty: 5069.812012
	Iteration 20F: 3 clusters Score -3739530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -3739532.000000 Penalty: 5069.812012
	Iteration 21Q: 3 clusters Score -3739532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -3739533.750000 Penalty: 5069.812012
	Iteration 22Q: 3 clusters Score -3739534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -3739532.750000 Penalty: 5069.812012
	Iteration 23Q: 3 clusters Score -3739533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -3739537.750000 Penalty: 5069.812012
	Iteration 24Q: 3 clusters Score -3739538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -3739533.250000 Penalty: 5069.812012
	Iteration 25Q: 3 clusters Score -3739533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -3739539.250000 Penalty: 5069.812012
	Iteration 26Q: 3 clusters Score -3739539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -3739540.750000 Penalty: 5069.812012
	Iteration 27Q: 3 clusters Score -3739541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -3739545.250000 Penalty: 5069.812012
	Iteration 28Q: 3 clusters Score -3739545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -3739546.000000 Penalty: 5069.812012
	Iteration 29Q: 3 clusters Score -3739546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -3739546.000000 Penalty: 5069.812012
	Iteration 30F: 3 clusters Score -3739546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Entering Unmasked Estep 
Score: -1349219.125000 Penalty: 2284.709473
	Iteration 0F: 2 clusters Score -1349219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1341551.750000 Penalty: 4569.418945
	Iteration 0F: 3 clusters Score -1341552 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1343788.250000 Penalty: 4569.418945
	Iteration 1F: 3 clusters Score -1343788 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1344127.500000 Penalty: 4569.418945
	Iteration 2F: 3 clusters Score -1344128 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1344400.875000 Penalty: 4569.418945
	Iteration 3F: 3 clusters Score -1344401 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1344653.125000 Penalty: 4569.418945
	Iteration 4Q: 3 clusters Score -1344653 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1344925.625000 Penalty: 4569.418945
	Iteration 5Q: 3 clusters Score -1344926 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1345182.125000 Penalty: 4569.418945
	Iteration 6Q: 3 clusters Score -1345182 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1345496.625000 Penalty: 4569.418945
	Iteration 7Q: 3 clusters Score -1345497 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1345781.375000 Penalty: 4569.418945
	Iteration 8Q: 3 clusters Score -1345781 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1346074.500000 Penalty: 4569.418945
	Iteration 9Q: 3 clusters Score -1346074 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1346411.500000 Penalty: 4569.418945
	Iteration 10Q: 3 clusters Score -1346412 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1346802.375000 Penalty: 4569.418945
	Iteration 11Q: 3 clusters Score -1346802 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1347233.250000 Penalty: 4569.418945
	Iteration 12Q: 3 clusters Score -1347233 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1347633.500000 Penalty: 4569.418945
	Iteration 13Q: 3 clusters Score -1347634 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1347990.125000 Penalty: 4569.418945
	Iteration 14Q: 3 clusters Score -1347990 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1348229.875000 Penalty: 4569.418945
	Iteration 15Q: 3 clusters Score -1348230 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1348401.500000 Penalty: 4569.418945
	Iteration 16Q: 3 clusters Score -1348402 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1348470.750000 Penalty: 4569.418945
	Iteration 17Q: 3 clusters Score -1348471 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1348504.000000 Penalty: 4569.418945
	Iteration 18Q: 3 clusters Score -1348504 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1348515.875000 Penalty: 4569.418945
	Iteration 19Q: 3 clusters Score -1348516 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1348523.125000 Penalty: 4569.418945
	Iteration 20F: 3 clusters Score -1348523 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1348525.750000 Penalty: 4569.418945
	Iteration 21Q: 3 clusters Score -1348526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1348531.000000 Penalty: 4569.418945
	Iteration 22Q: 3 clusters Score -1348531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1348533.375000 Penalty: 4569.418945
	Iteration 23Q: 3 clusters Score -1348533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1348531.500000 Penalty: 4569.418945
	Iteration 24Q: 3 clusters Score -1348532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1348531.750000 Penalty: 4569.418945
	Iteration 25Q: 3 clusters Score -1348532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1348530.750000 Penalty: 4569.418945
	Iteration 26Q: 3 clusters Score -1348531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1348531.625000 Penalty: 4569.418945
	Iteration 27Q: 3 clusters Score -1348532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1348535.250000 Penalty: 4569.418945
	Iteration 28Q: 3 clusters Score -1348535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1348535.250000 Penalty: 4569.418945
	Iteration 29F: 3 clusters Score -1348535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Entering Unmasked Estep 
Score: -59481.105469 Penalty: 1526.930786
	Iteration 0F: 2 clusters Score -59481.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -58015.773438 Penalty: 3053.861572
	Iteration 0F: 3 clusters Score -58015.77 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -58185.707031 Penalty: 3053.861572
	Iteration 1F: 3 clusters Score -58185.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -58251.324219 Penalty: 3053.861572
	Iteration 2Q: 3 clusters Score -58251.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -58277.050781 Penalty: 3053.861572
	Iteration 3Q: 3 clusters Score -58277.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -58285.457031 Penalty: 3053.861572
	Iteration 4Q: 3 clusters Score -58285.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -58294.992188 Penalty: 3053.861572
	Iteration 5Q: 3 clusters Score -58294.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -58298.394531 Penalty: 3053.861572
	Iteration 6Q: 3 clusters Score -58298.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -58306.082031 Penalty: 3053.861572
	Iteration 7Q: 3 clusters Score -58306.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -58308.906250 Penalty: 3053.861572
	Iteration 8Q: 3 clusters Score -58308.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -58322.605469 Penalty: 3053.861572
	Iteration 9Q: 3 clusters Score -58322.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -58323.902344 Penalty: 3053.861572
	Iteration 10Q: 3 clusters Score -58323.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -58328.289062 Penalty: 3053.861572
	Iteration 11Q: 3 clusters Score -58328.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -58343.949219 Penalty: 3053.861572
	Iteration 12Q: 3 clusters Score -58343.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -58355.054688 Penalty: 3053.861572
	Iteration 13Q: 3 clusters Score -58355.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -58360.511719 Penalty: 3053.861572
	Iteration 14Q: 3 clusters Score -58360.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -58365.851562 Penalty: 3053.861572
	Iteration 15Q: 3 clusters Score -58365.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -58369.050781 Penalty: 3053.861572
	Iteration 16Q: 3 clusters Score -58369.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -58369.050781 Penalty: 3053.861572
	Iteration 17F: 3 clusters Score -58369.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (120353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120353 members 
Entering Unmasked Estep 
Score: -16927910.000000 Penalty: 2901.149658
	Iteration 0F: 2 clusters Score -1.692791e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60258 members 
Mstep: Class 2 contains 60095 members 
Entering Unmasked Estep 
Score: -16850182.000000 Penalty: 5802.299316
	Iteration 0F: 3 clusters Score -1.685018e+07 nChanged 57096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62864 members 
Mstep: Class 2 contains 57489 members 
Entering Unmasked Estep 
Score: -16883958.000000 Penalty: 5802.299316
	Iteration 1F: 3 clusters Score -1.688396e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64366 members 
Mstep: Class 2 contains 55987 members 
Entering Unmasked Estep 
Score: -16885652.000000 Penalty: 5802.299316
	Iteration 2Q: 3 clusters Score -1.688565e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66593 members 
Mstep: Class 2 contains 53760 members 
Entering Unmasked Estep 
Score: -16887762.000000 Penalty: 5802.299316
	Iteration 3Q: 3 clusters Score -1.688776e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69843 members 
Mstep: Class 2 contains 50510 members 
Entering Unmasked Estep 
Score: -16890994.000000 Penalty: 5802.299316
	Iteration 4F: 3 clusters Score -1.689099e+07 nChanged 7326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74223 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -16895454.000000 Penalty: 5802.299316
	Iteration 5F: 3 clusters Score -1.689545e+07 nChanged 8044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79307 members 
Mstep: Class 2 contains 41046 members 
Entering Unmasked Estep 
Score: -16901344.000000 Penalty: 5802.299316
	Iteration 6F: 3 clusters Score -1.690134e+07 nChanged 8012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84527 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -16907656.000000 Penalty: 5802.299316
	Iteration 7F: 3 clusters Score -1.690766e+07 nChanged 7021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89328 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -16912936.000000 Penalty: 5802.299316
	Iteration 8F: 3 clusters Score -1.691294e+07 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93138 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -16916370.000000 Penalty: 5802.299316
	Iteration 9Q: 3 clusters Score -1.691637e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96080 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -16918146.000000 Penalty: 5802.299316
	Iteration 10Q: 3 clusters Score -1.691815e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98702 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -16919120.000000 Penalty: 5802.299316
	Iteration 11Q: 3 clusters Score -1.691912e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101078 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -16920110.000000 Penalty: 5802.299316
	Iteration 12Q: 3 clusters Score -1.692011e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103400 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -16921006.000000 Penalty: 5802.299316
	Iteration 13Q: 3 clusters Score -1.692101e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105515 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -16921724.000000 Penalty: 5802.299316
	Iteration 14Q: 3 clusters Score -1.692172e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107499 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -16922404.000000 Penalty: 5802.299316
	Iteration 15Q: 3 clusters Score -1.69224e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109241 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -16923046.000000 Penalty: 5802.299316
	Iteration 16Q: 3 clusters Score -1.692305e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110708 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -16923536.000000 Penalty: 5802.299316
	Iteration 17Q: 3 clusters Score -1.692354e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111969 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -16923934.000000 Penalty: 5802.299316
	Iteration 18Q: 3 clusters Score -1.692393e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113062 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -16924268.000000 Penalty: 5802.299316
	Iteration 19Q: 3 clusters Score -1.692427e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113975 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -16924594.000000 Penalty: 5802.299316
	Iteration 20F: 3 clusters Score -1.692459e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114769 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -16924880.000000 Penalty: 5802.299316
	Iteration 21Q: 3 clusters Score -1.692488e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115423 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -16925046.000000 Penalty: 5802.299316
	Iteration 22Q: 3 clusters Score -1.692505e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115983 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -16925260.000000 Penalty: 5802.299316
	Iteration 23Q: 3 clusters Score -1.692526e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116436 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -16925356.000000 Penalty: 5802.299316
	Iteration 24Q: 3 clusters Score -1.692536e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116813 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -16925448.000000 Penalty: 5802.299316
	Iteration 25Q: 3 clusters Score -1.692545e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117124 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -16925486.000000 Penalty: 5802.299316
	Iteration 26Q: 3 clusters Score -1.692549e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117402 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -16925508.000000 Penalty: 5802.299316
	Iteration 27Q: 3 clusters Score -1.692551e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117627 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -16925590.000000 Penalty: 5802.299316
	Iteration 28Q: 3 clusters Score -1.692559e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117816 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -16925660.000000 Penalty: 5802.299316
	Iteration 29Q: 3 clusters Score -1.692566e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117970 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -16925684.000000 Penalty: 5802.299316
	Iteration 30Q: 3 clusters Score -1.692568e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118106 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -16925714.000000 Penalty: 5802.299316
	Iteration 31Q: 3 clusters Score -1.692571e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118205 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -16925746.000000 Penalty: 5802.299316
	Iteration 32Q: 3 clusters Score -1.692575e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118279 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -16925818.000000 Penalty: 5802.299316
	Iteration 33Q: 3 clusters Score -1.692582e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118342 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -16925860.000000 Penalty: 5802.299316
	Iteration 34Q: 3 clusters Score -1.692586e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118393 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -16925878.000000 Penalty: 5802.299316
	Iteration 35Q: 3 clusters Score -1.692588e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118437 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -16925860.000000 Penalty: 5802.299316
	Iteration 36Q: 3 clusters Score -1.692586e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118476 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -16925844.000000 Penalty: 5802.299316
	Iteration 37Q: 3 clusters Score -1.692584e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118519 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -16925884.000000 Penalty: 5802.299316
	Iteration 38Q: 3 clusters Score -1.692588e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118550 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -16925876.000000 Penalty: 5802.299316
	Iteration 39Q: 3 clusters Score -1.692588e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118571 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -16925884.000000 Penalty: 5802.299316
	Iteration 40F: 3 clusters Score -1.692588e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118586 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -16925878.000000 Penalty: 5802.299316
	Iteration 41Q: 3 clusters Score -1.692588e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118604 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -16925880.000000 Penalty: 5802.299316
	Iteration 42Q: 3 clusters Score -1.692588e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118617 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -16925880.000000 Penalty: 5802.299316
	Iteration 43Q: 3 clusters Score -1.692588e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118628 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -16925882.000000 Penalty: 5802.299316
	Iteration 44Q: 3 clusters Score -1.692588e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118638 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -16925886.000000 Penalty: 5802.299316
	Iteration 45Q: 3 clusters Score -1.692589e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118644 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -16925882.000000 Penalty: 5802.299316
	Iteration 46Q: 3 clusters Score -1.692588e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118653 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -16925894.000000 Penalty: 5802.299316
	Iteration 47Q: 3 clusters Score -1.692589e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118658 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -16925892.000000 Penalty: 5802.299316
	Iteration 48Q: 3 clusters Score -1.692589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118661 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -16925896.000000 Penalty: 5802.299316
	Iteration 49Q: 3 clusters Score -1.69259e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118661 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -16925896.000000 Penalty: 5802.299316
	Iteration 50F: 3 clusters Score -1.69259e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Entering Unmasked Estep 
Score: -2299304.500000 Penalty: 2402.716797
	Iteration 0F: 2 clusters Score -2299304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -2287728.250000 Penalty: 4805.433594
	Iteration 0F: 3 clusters Score -2287728 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -2291440.000000 Penalty: 4805.433594
	Iteration 1F: 3 clusters Score -2291440 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -2291742.000000 Penalty: 4805.433594
	Iteration 2F: 3 clusters Score -2291742 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -2291970.000000 Penalty: 4805.433594
	Iteration 3Q: 3 clusters Score -2291970 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2292186.750000 Penalty: 4805.433594
	Iteration 4Q: 3 clusters Score -2292187 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -2292389.250000 Penalty: 4805.433594
	Iteration 5Q: 3 clusters Score -2292389 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -2292577.750000 Penalty: 4805.433594
	Iteration 6Q: 3 clusters Score -2292578 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -2292785.750000 Penalty: 4805.433594
	Iteration 7Q: 3 clusters Score -2292786 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -2293049.250000 Penalty: 4805.433594
	Iteration 8Q: 3 clusters Score -2293049 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -2293418.750000 Penalty: 4805.433594
	Iteration 9Q: 3 clusters Score -2293419 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -2293922.750000 Penalty: 4805.433594
	Iteration 10Q: 3 clusters Score -2293923 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -2294538.500000 Penalty: 4805.433594
	Iteration 11F: 3 clusters Score -2294538 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2295231.250000 Penalty: 4805.433594
	Iteration 12F: 3 clusters Score -2295231 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2295911.250000 Penalty: 4805.433594
	Iteration 13Q: 3 clusters Score -2295911 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2296355.250000 Penalty: 4805.433594
	Iteration 14Q: 3 clusters Score -2296355 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2296637.500000 Penalty: 4805.433594
	Iteration 15Q: 3 clusters Score -2296638 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2296835.500000 Penalty: 4805.433594
	Iteration 16Q: 3 clusters Score -2296836 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2296953.250000 Penalty: 4805.433594
	Iteration 17Q: 3 clusters Score -2296953 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2297026.500000 Penalty: 4805.433594
	Iteration 18Q: 3 clusters Score -2297026 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2297070.500000 Penalty: 4805.433594
	Iteration 19Q: 3 clusters Score -2297070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2297094.750000 Penalty: 4805.433594
	Iteration 20F: 3 clusters Score -2297095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2297108.500000 Penalty: 4805.433594
	Iteration 21Q: 3 clusters Score -2297108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2297115.750000 Penalty: 4805.433594
	Iteration 22Q: 3 clusters Score -2297116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2297124.750000 Penalty: 4805.433594
	Iteration 23Q: 3 clusters Score -2297125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2297127.000000 Penalty: 4805.433594
	Iteration 24Q: 3 clusters Score -2297127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2297131.500000 Penalty: 4805.433594
	Iteration 25Q: 3 clusters Score -2297132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2297137.750000 Penalty: 4805.433594
	Iteration 26Q: 3 clusters Score -2297138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2297143.250000 Penalty: 4805.433594
	Iteration 27Q: 3 clusters Score -2297143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2297151.750000 Penalty: 4805.433594
	Iteration 28Q: 3 clusters Score -2297152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2297158.000000 Penalty: 4805.433594
	Iteration 29Q: 3 clusters Score -2297158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2297162.750000 Penalty: 4805.433594
	Iteration 30Q: 3 clusters Score -2297163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2297167.000000 Penalty: 4805.433594
	Iteration 31Q: 3 clusters Score -2297167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2297169.750000 Penalty: 4805.433594
	Iteration 32Q: 3 clusters Score -2297170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2297173.750000 Penalty: 4805.433594
	Iteration 33Q: 3 clusters Score -2297174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2297182.750000 Penalty: 4805.433594
	Iteration 34Q: 3 clusters Score -2297183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2297193.000000 Penalty: 4805.433594
	Iteration 35Q: 3 clusters Score -2297193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2297194.000000 Penalty: 4805.433594
	Iteration 36Q: 3 clusters Score -2297194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2297194.000000 Penalty: 4805.433594
	Iteration 37F: 3 clusters Score -2297194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (127113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127113 members 
Entering Unmasked Estep 
Score: -18007506.000000 Penalty: 2914.702148
	Iteration 0F: 2 clusters Score -1.800751e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63581 members 
Mstep: Class 2 contains 63532 members 
Entering Unmasked Estep 
Score: -17926338.000000 Penalty: 5829.404297
	Iteration 0F: 3 clusters Score -1.792634e+07 nChanged 60443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64728 members 
Mstep: Class 2 contains 62385 members 
Entering Unmasked Estep 
Score: -17960470.000000 Penalty: 5829.404297
	Iteration 1F: 3 clusters Score -1.796047e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65655 members 
Mstep: Class 2 contains 61458 members 
Entering Unmasked Estep 
Score: -17961086.000000 Penalty: 5829.404297
	Iteration 2Q: 3 clusters Score -1.796109e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67020 members 
Mstep: Class 2 contains 60093 members 
Entering Unmasked Estep 
Score: -17961710.000000 Penalty: 5829.404297
	Iteration 3Q: 3 clusters Score -1.796171e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69088 members 
Mstep: Class 2 contains 58025 members 
Entering Unmasked Estep 
Score: -17962614.000000 Penalty: 5829.404297
	Iteration 4Q: 3 clusters Score -1.796261e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72092 members 
Mstep: Class 2 contains 55021 members 
Entering Unmasked Estep 
Score: -17963830.000000 Penalty: 5829.404297
	Iteration 5Q: 3 clusters Score -1.796383e+07 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76443 members 
Mstep: Class 2 contains 50670 members 
Entering Unmasked Estep 
Score: -17965844.000000 Penalty: 5829.404297
	Iteration 6Q: 3 clusters Score -1.796584e+07 nChanged 6414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82613 members 
Mstep: Class 2 contains 44500 members 
Entering Unmasked Estep 
Score: -17969410.000000 Penalty: 5829.404297
	Iteration 7F: 3 clusters Score -1.796941e+07 nChanged 8543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91090 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -17975158.000000 Penalty: 5829.404297
	Iteration 8F: 3 clusters Score -1.797516e+07 nChanged 9818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100870 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -17982898.000000 Penalty: 5829.404297
	Iteration 9F: 3 clusters Score -1.79829e+07 nChanged 9591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110449 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -17990924.000000 Penalty: 5829.404297
	Iteration 10F: 3 clusters Score -1.799092e+07 nChanged 7336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117781 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -17996956.000000 Penalty: 5829.404297
	Iteration 11F: 3 clusters Score -1.799696e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122408 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -18001030.000000 Penalty: 5829.404297
	Iteration 12Q: 3 clusters Score -1.800103e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124793 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -18003020.000000 Penalty: 5829.404297
	Iteration 13Q: 3 clusters Score -1.800302e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125932 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -18003998.000000 Penalty: 5829.404297
	Iteration 14Q: 3 clusters Score -1.8004e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126410 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -18004398.000000 Penalty: 5829.404297
	Iteration 15Q: 3 clusters Score -1.80044e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126594 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -18004592.000000 Penalty: 5829.404297
	Iteration 16Q: 3 clusters Score -1.800459e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126664 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -18004654.000000 Penalty: 5829.404297
	Iteration 17Q: 3 clusters Score -1.800465e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126704 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -18004706.000000 Penalty: 5829.404297
	Iteration 18Q: 3 clusters Score -1.800471e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126739 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -18004758.000000 Penalty: 5829.404297
	Iteration 19Q: 3 clusters Score -1.800476e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126753 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -18004800.000000 Penalty: 5829.404297
	Iteration 20F: 3 clusters Score -1.80048e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126765 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -18004806.000000 Penalty: 5829.404297
	Iteration 21Q: 3 clusters Score -1.800481e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126773 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -18004822.000000 Penalty: 5829.404297
	Iteration 22Q: 3 clusters Score -1.800482e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126779 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -18004846.000000 Penalty: 5829.404297
	Iteration 23Q: 3 clusters Score -1.800485e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126780 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -18004854.000000 Penalty: 5829.404297
	Iteration 24Q: 3 clusters Score -1.800485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126783 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -18004848.000000 Penalty: 5829.404297
	Iteration 25Q: 3 clusters Score -1.800485e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126788 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -18004856.000000 Penalty: 5829.404297
	Iteration 26Q: 3 clusters Score -1.800486e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126796 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -18004872.000000 Penalty: 5829.404297
	Iteration 27Q: 3 clusters Score -1.800487e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126799 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -18004892.000000 Penalty: 5829.404297
	Iteration 28Q: 3 clusters Score -1.800489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126804 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -18004876.000000 Penalty: 5829.404297
	Iteration 29Q: 3 clusters Score -1.800488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126805 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -18004876.000000 Penalty: 5829.404297
	Iteration 30Q: 3 clusters Score -1.800488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126805 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -18004876.000000 Penalty: 5829.404297
	Iteration 31Q: 3 clusters Score -1.800488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126804 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -18004876.000000 Penalty: 5829.404297
	Iteration 32Q: 3 clusters Score -1.800488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126805 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -18004868.000000 Penalty: 5829.404297
	Iteration 33Q: 3 clusters Score -1.800487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126807 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -18004900.000000 Penalty: 5829.404297
	Iteration 34Q: 3 clusters Score -1.80049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126808 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -18004888.000000 Penalty: 5829.404297
	Iteration 35Q: 3 clusters Score -1.800489e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126808 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -18004888.000000 Penalty: 5829.404297
	Iteration 36F: 3 clusters Score -1.800489e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -81528.085938 Penalty: 1584.779663
	Iteration 0F: 2 clusters Score -81528.09 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 306 members 
Entering Unmasked Estep 
Score: -79929.757812 Penalty: 3169.559326
	Iteration 0F: 3 clusters Score -79929.76 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -80111.187500 Penalty: 3169.559326
	Iteration 1F: 3 clusters Score -80111.19 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -80171.023438 Penalty: 3169.559326
	Iteration 2Q: 3 clusters Score -80171.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -80200.632812 Penalty: 3169.559326
	Iteration 3Q: 3 clusters Score -80200.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -80210.046875 Penalty: 3169.559326
	Iteration 4Q: 3 clusters Score -80210.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -80214.851562 Penalty: 3169.559326
	Iteration 5Q: 3 clusters Score -80214.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -80217.031250 Penalty: 3169.559326
	Iteration 6Q: 3 clusters Score -80217.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -80218.804688 Penalty: 3169.559326
	Iteration 7Q: 3 clusters Score -80218.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -80222.765625 Penalty: 3169.559326
	Iteration 8Q: 3 clusters Score -80222.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -80225.828125 Penalty: 3169.559326
	Iteration 9Q: 3 clusters Score -80225.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -80225.828125 Penalty: 3169.559326
	Iteration 10F: 3 clusters Score -80225.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Entering Unmasked Estep 
Score: -636721.375000 Penalty: 2089.528076
	Iteration 0F: 2 clusters Score -636721.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -632532.625000 Penalty: 4179.056152
	Iteration 0F: 3 clusters Score -632532.6 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -633497.375000 Penalty: 4179.056152
	Iteration 1F: 3 clusters Score -633497.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -633699.937500 Penalty: 4179.056152
	Iteration 2F: 3 clusters Score -633699.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -633846.437500 Penalty: 4179.056152
	Iteration 3F: 3 clusters Score -633846.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -633954.437500 Penalty: 4179.056152
	Iteration 4Q: 3 clusters Score -633954.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -634018.500000 Penalty: 4179.056152
	Iteration 5Q: 3 clusters Score -634018.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -634054.750000 Penalty: 4179.056152
	Iteration 6Q: 3 clusters Score -634054.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -634087.687500 Penalty: 4179.056152
	Iteration 7Q: 3 clusters Score -634087.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -634107.812500 Penalty: 4179.056152
	Iteration 8Q: 3 clusters Score -634107.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -634124.062500 Penalty: 4179.056152
	Iteration 9Q: 3 clusters Score -634124.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -634140.625000 Penalty: 4179.056152
	Iteration 10Q: 3 clusters Score -634140.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -634162.187500 Penalty: 4179.056152
	Iteration 11Q: 3 clusters Score -634162.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -634180.437500 Penalty: 4179.056152
	Iteration 12Q: 3 clusters Score -634180.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -634197.500000 Penalty: 4179.056152
	Iteration 13Q: 3 clusters Score -634197.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -634215.125000 Penalty: 4179.056152
	Iteration 14Q: 3 clusters Score -634215.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -634227.937500 Penalty: 4179.056152
	Iteration 15Q: 3 clusters Score -634227.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -634245.187500 Penalty: 4179.056152
	Iteration 16Q: 3 clusters Score -634245.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -634258.312500 Penalty: 4179.056152
	Iteration 17Q: 3 clusters Score -634258.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -634271.500000 Penalty: 4179.056152
	Iteration 18Q: 3 clusters Score -634271.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -634280.000000 Penalty: 4179.056152
	Iteration 19Q: 3 clusters Score -634280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -634290.687500 Penalty: 4179.056152
	Iteration 20F: 3 clusters Score -634290.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -634303.937500 Penalty: 4179.056152
	Iteration 21Q: 3 clusters Score -634303.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -634316.000000 Penalty: 4179.056152
	Iteration 22Q: 3 clusters Score -634316 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -634325.875000 Penalty: 4179.056152
	Iteration 23Q: 3 clusters Score -634325.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -634333.812500 Penalty: 4179.056152
	Iteration 24Q: 3 clusters Score -634333.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -634341.250000 Penalty: 4179.056152
	Iteration 25Q: 3 clusters Score -634341.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -634347.812500 Penalty: 4179.056152
	Iteration 26Q: 3 clusters Score -634347.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -634361.187500 Penalty: 4179.056152
	Iteration 27Q: 3 clusters Score -634361.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -634375.625000 Penalty: 4179.056152
	Iteration 28Q: 3 clusters Score -634375.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -634390.250000 Penalty: 4179.056152
	Iteration 29Q: 3 clusters Score -634390.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -634404.375000 Penalty: 4179.056152
	Iteration 30Q: 3 clusters Score -634404.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -634419.687500 Penalty: 4179.056152
	Iteration 31Q: 3 clusters Score -634419.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -634433.687500 Penalty: 4179.056152
	Iteration 32Q: 3 clusters Score -634433.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -634445.625000 Penalty: 4179.056152
	Iteration 33Q: 3 clusters Score -634445.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -634458.375000 Penalty: 4179.056152
	Iteration 34Q: 3 clusters Score -634458.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -634470.875000 Penalty: 4179.056152
	Iteration 35Q: 3 clusters Score -634470.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -634484.250000 Penalty: 4179.056152
	Iteration 36Q: 3 clusters Score -634484.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -634494.375000 Penalty: 4179.056152
	Iteration 37Q: 3 clusters Score -634494.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -634504.000000 Penalty: 4179.056152
	Iteration 38Q: 3 clusters Score -634504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -634510.687500 Penalty: 4179.056152
	Iteration 39Q: 3 clusters Score -634510.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -634516.937500 Penalty: 4179.056152
	Iteration 40F: 3 clusters Score -634516.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -634525.312500 Penalty: 4179.056152
	Iteration 41Q: 3 clusters Score -634525.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -634533.812500 Penalty: 4179.056152
	Iteration 42Q: 3 clusters Score -634533.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -634539.437500 Penalty: 4179.056152
	Iteration 43Q: 3 clusters Score -634539.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -634542.062500 Penalty: 4179.056152
	Iteration 44Q: 3 clusters Score -634542.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -634543.375000 Penalty: 4179.056152
	Iteration 45Q: 3 clusters Score -634543.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -634545.687500 Penalty: 4179.056152
	Iteration 46Q: 3 clusters Score -634545.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -634551.500000 Penalty: 4179.056152
	Iteration 47Q: 3 clusters Score -634551.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -634557.375000 Penalty: 4179.056152
	Iteration 48Q: 3 clusters Score -634557.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -634561.625000 Penalty: 4179.056152
	Iteration 49Q: 3 clusters Score -634561.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -634566.812500 Penalty: 4179.056152
	Iteration 50Q: 3 clusters Score -634566.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -634576.000000 Penalty: 4179.056152
	Iteration 51Q: 3 clusters Score -634576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -634587.687500 Penalty: 4179.056152
	Iteration 52Q: 3 clusters Score -634587.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -634596.937500 Penalty: 4179.056152
	Iteration 53Q: 3 clusters Score -634596.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -634609.875000 Penalty: 4179.056152
	Iteration 54Q: 3 clusters Score -634609.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -634623.750000 Penalty: 4179.056152
	Iteration 55Q: 3 clusters Score -634623.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -634631.312500 Penalty: 4179.056152
	Iteration 56Q: 3 clusters Score -634631.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -634634.437500 Penalty: 4179.056152
	Iteration 57Q: 3 clusters Score -634634.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -634638.812500 Penalty: 4179.056152
	Iteration 58Q: 3 clusters Score -634638.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -634644.937500 Penalty: 4179.056152
	Iteration 59Q: 3 clusters Score -634644.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -634648.625000 Penalty: 4179.056152
	Iteration 60F: 3 clusters Score -634648.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -634654.937500 Penalty: 4179.056152
	Iteration 61Q: 3 clusters Score -634654.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -634660.125000 Penalty: 4179.056152
	Iteration 62Q: 3 clusters Score -634660.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -634665.437500 Penalty: 4179.056152
	Iteration 63Q: 3 clusters Score -634665.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -634677.312500 Penalty: 4179.056152
	Iteration 64Q: 3 clusters Score -634677.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -634685.000000 Penalty: 4179.056152
	Iteration 65Q: 3 clusters Score -634685 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -634690.812500 Penalty: 4179.056152
	Iteration 66Q: 3 clusters Score -634690.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -634698.125000 Penalty: 4179.056152
	Iteration 67Q: 3 clusters Score -634698.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -634703.125000 Penalty: 4179.056152
	Iteration 68Q: 3 clusters Score -634703.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -634707.250000 Penalty: 4179.056152
	Iteration 69Q: 3 clusters Score -634707.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -634714.437500 Penalty: 4179.056152
	Iteration 70Q: 3 clusters Score -634714.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -634719.312500 Penalty: 4179.056152
	Iteration 71Q: 3 clusters Score -634719.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -634725.437500 Penalty: 4179.056152
	Iteration 72Q: 3 clusters Score -634725.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -634733.687500 Penalty: 4179.056152
	Iteration 73Q: 3 clusters Score -634733.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -634745.812500 Penalty: 4179.056152
	Iteration 74Q: 3 clusters Score -634745.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -634752.375000 Penalty: 4179.056152
	Iteration 75Q: 3 clusters Score -634752.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -634759.687500 Penalty: 4179.056152
	Iteration 76Q: 3 clusters Score -634759.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -634766.687500 Penalty: 4179.056152
	Iteration 77Q: 3 clusters Score -634766.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -634769.937500 Penalty: 4179.056152
	Iteration 78Q: 3 clusters Score -634769.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -634772.250000 Penalty: 4179.056152
	Iteration 79Q: 3 clusters Score -634772.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -634773.687500 Penalty: 4179.056152
	Iteration 80F: 3 clusters Score -634773.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -634774.500000 Penalty: 4179.056152
	Iteration 81Q: 3 clusters Score -634774.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -634774.500000 Penalty: 4179.056152
	Iteration 82F: 3 clusters Score -634774.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Entering Unmasked Estep 
Score: -282528.187500 Penalty: 1891.751709
	Iteration 0F: 2 clusters Score -282528.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -279859.093750 Penalty: 3783.503418
	Iteration 0F: 3 clusters Score -279859.1 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -280314.937500 Penalty: 3783.503418
	Iteration 1F: 3 clusters Score -280314.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -280470.000000 Penalty: 3783.503418
	Iteration 2F: 3 clusters Score -280470 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -280577.281250 Penalty: 3783.503418
	Iteration 3Q: 3 clusters Score -280577.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -280644.531250 Penalty: 3783.503418
	Iteration 4Q: 3 clusters Score -280644.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -280689.343750 Penalty: 3783.503418
	Iteration 5Q: 3 clusters Score -280689.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -280727.625000 Penalty: 3783.503418
	Iteration 6Q: 3 clusters Score -280727.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -280758.562500 Penalty: 3783.503418
	Iteration 7Q: 3 clusters Score -280758.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -280779.250000 Penalty: 3783.503418
	Iteration 8Q: 3 clusters Score -280779.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -280797.187500 Penalty: 3783.503418
	Iteration 9Q: 3 clusters Score -280797.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -280819.625000 Penalty: 3783.503418
	Iteration 10Q: 3 clusters Score -280819.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -280831.125000 Penalty: 3783.503418
	Iteration 11Q: 3 clusters Score -280831.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -280844.531250 Penalty: 3783.503418
	Iteration 12Q: 3 clusters Score -280844.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -280855.062500 Penalty: 3783.503418
	Iteration 13Q: 3 clusters Score -280855.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -280871.531250 Penalty: 3783.503418
	Iteration 14Q: 3 clusters Score -280871.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -280885.906250 Penalty: 3783.503418
	Iteration 15Q: 3 clusters Score -280885.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -280894.468750 Penalty: 3783.503418
	Iteration 16Q: 3 clusters Score -280894.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -280902.562500 Penalty: 3783.503418
	Iteration 17Q: 3 clusters Score -280902.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -280910.562500 Penalty: 3783.503418
	Iteration 18Q: 3 clusters Score -280910.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -280924.125000 Penalty: 3783.503418
	Iteration 19Q: 3 clusters Score -280924.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -280950.093750 Penalty: 3783.503418
	Iteration 20F: 3 clusters Score -280950.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -280977.093750 Penalty: 3783.503418
	Iteration 21Q: 3 clusters Score -280977.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -281000.375000 Penalty: 3783.503418
	Iteration 22Q: 3 clusters Score -281000.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -281030.468750 Penalty: 3783.503418
	Iteration 23Q: 3 clusters Score -281030.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -281060.781250 Penalty: 3783.503418
	Iteration 24Q: 3 clusters Score -281060.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -281101.937500 Penalty: 3783.503418
	Iteration 25Q: 3 clusters Score -281101.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -281145.062500 Penalty: 3783.503418
	Iteration 26Q: 3 clusters Score -281145.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -281190.375000 Penalty: 3783.503418
	Iteration 27Q: 3 clusters Score -281190.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -281239.406250 Penalty: 3783.503418
	Iteration 28Q: 3 clusters Score -281239.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -281296.531250 Penalty: 3783.503418
	Iteration 29Q: 3 clusters Score -281296.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -281366.125000 Penalty: 3783.503418
	Iteration 30Q: 3 clusters Score -281366.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -281436.562500 Penalty: 3783.503418
	Iteration 31Q: 3 clusters Score -281436.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -281483.062500 Penalty: 3783.503418
	Iteration 32Q: 3 clusters Score -281483.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -281534.218750 Penalty: 3783.503418
	Iteration 33Q: 3 clusters Score -281534.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -281571.437500 Penalty: 3783.503418
	Iteration 34Q: 3 clusters Score -281571.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -281608.437500 Penalty: 3783.503418
	Iteration 35Q: 3 clusters Score -281608.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -281622.343750 Penalty: 3783.503418
	Iteration 36Q: 3 clusters Score -281622.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -281628.000000 Penalty: 3783.503418
	Iteration 37Q: 3 clusters Score -281628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -281632.343750 Penalty: 3783.503418
	Iteration 38Q: 3 clusters Score -281632.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -281636.125000 Penalty: 3783.503418
	Iteration 39Q: 3 clusters Score -281636.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -281639.750000 Penalty: 3783.503418
	Iteration 40F: 3 clusters Score -281639.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -281642.781250 Penalty: 3783.503418
	Iteration 41Q: 3 clusters Score -281642.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -281645.187500 Penalty: 3783.503418
	Iteration 42Q: 3 clusters Score -281645.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -281646.906250 Penalty: 3783.503418
	Iteration 43Q: 3 clusters Score -281646.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -281649.875000 Penalty: 3783.503418
	Iteration 44Q: 3 clusters Score -281649.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -281650.750000 Penalty: 3783.503418
	Iteration 45Q: 3 clusters Score -281650.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -281652.093750 Penalty: 3783.503418
	Iteration 46Q: 3 clusters Score -281652.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -281654.718750 Penalty: 3783.503418
	Iteration 47Q: 3 clusters Score -281654.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -281654.718750 Penalty: 3783.503418
	Iteration 48F: 3 clusters Score -281654.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (168501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168501 members 
Entering Unmasked Estep 
Score: -23475806.000000 Penalty: 2984.604736
	Iteration 0F: 2 clusters Score -2.347581e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84110 members 
Mstep: Class 2 contains 84391 members 
Entering Unmasked Estep 
Score: -23369862.000000 Penalty: 5969.209473
	Iteration 0F: 3 clusters Score -2.336986e+07 nChanged 80996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83276 members 
Mstep: Class 2 contains 85225 members 
Entering Unmasked Estep 
Score: -23416766.000000 Penalty: 5969.209473
	Iteration 1F: 3 clusters Score -2.341677e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82419 members 
Mstep: Class 2 contains 86082 members 
Entering Unmasked Estep 
Score: -23417700.000000 Penalty: 5969.209473
	Iteration 2Q: 3 clusters Score -2.34177e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81164 members 
Mstep: Class 2 contains 87337 members 
Entering Unmasked Estep 
Score: -23418820.000000 Penalty: 5969.209473
	Iteration 3Q: 3 clusters Score -2.341882e+07 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79282 members 
Mstep: Class 2 contains 89219 members 
Entering Unmasked Estep 
Score: -23420262.000000 Penalty: 5969.209473
	Iteration 4Q: 3 clusters Score -2.342026e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76590 members 
Mstep: Class 2 contains 91911 members 
Entering Unmasked Estep 
Score: -23422394.000000 Penalty: 5969.209473
	Iteration 5Q: 3 clusters Score -2.342239e+07 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73017 members 
Mstep: Class 2 contains 95484 members 
Entering Unmasked Estep 
Score: -23425670.000000 Penalty: 5969.209473
	Iteration 6Q: 3 clusters Score -2.342567e+07 nChanged 7742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68795 members 
Mstep: Class 2 contains 99706 members 
Entering Unmasked Estep 
Score: -23430222.000000 Penalty: 5969.209473
	Iteration 7Q: 3 clusters Score -2.343022e+07 nChanged 9018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64243 members 
Mstep: Class 2 contains 104258 members 
Entering Unmasked Estep 
Score: -23436208.000000 Penalty: 5969.209473
	Iteration 8F: 3 clusters Score -2.343621e+07 nChanged 9755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60082 members 
Mstep: Class 2 contains 108419 members 
Entering Unmasked Estep 
Score: -23442818.000000 Penalty: 5969.209473
	Iteration 9F: 3 clusters Score -2.344282e+07 nChanged 9870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57116 members 
Mstep: Class 2 contains 111385 members 
Entering Unmasked Estep 
Score: -23449224.000000 Penalty: 5969.209473
	Iteration 10F: 3 clusters Score -2.344922e+07 nChanged 8762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55552 members 
Mstep: Class 2 contains 112949 members 
Entering Unmasked Estep 
Score: -23453812.000000 Penalty: 5969.209473
	Iteration 11F: 3 clusters Score -2.345381e+07 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54923 members 
Mstep: Class 2 contains 113578 members 
Entering Unmasked Estep 
Score: -23456228.000000 Penalty: 5969.209473
	Iteration 12Q: 3 clusters Score -2.345623e+07 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54456 members 
Mstep: Class 2 contains 114045 members 
Entering Unmasked Estep 
Score: -23457390.000000 Penalty: 5969.209473
	Iteration 13Q: 3 clusters Score -2.345739e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54075 members 
Mstep: Class 2 contains 114426 members 
Entering Unmasked Estep 
Score: -23458046.000000 Penalty: 5969.209473
	Iteration 14Q: 3 clusters Score -2.345805e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53730 members 
Mstep: Class 2 contains 114771 members 
Entering Unmasked Estep 
Score: -23458300.000000 Penalty: 5969.209473
	Iteration 15Q: 3 clusters Score -2.34583e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53499 members 
Mstep: Class 2 contains 115002 members 
Entering Unmasked Estep 
Score: -23458528.000000 Penalty: 5969.209473
	Iteration 16Q: 3 clusters Score -2.345853e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53273 members 
Mstep: Class 2 contains 115228 members 
Entering Unmasked Estep 
Score: -23458710.000000 Penalty: 5969.209473
	Iteration 17Q: 3 clusters Score -2.345871e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53032 members 
Mstep: Class 2 contains 115469 members 
Entering Unmasked Estep 
Score: -23458836.000000 Penalty: 5969.209473
	Iteration 18Q: 3 clusters Score -2.345884e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52829 members 
Mstep: Class 2 contains 115672 members 
Entering Unmasked Estep 
Score: -23459030.000000 Penalty: 5969.209473
	Iteration 19Q: 3 clusters Score -2.345903e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52631 members 
Mstep: Class 2 contains 115870 members 
Entering Unmasked Estep 
Score: -23459146.000000 Penalty: 5969.209473
	Iteration 20F: 3 clusters Score -2.345915e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52473 members 
Mstep: Class 2 contains 116028 members 
Entering Unmasked Estep 
Score: -23459236.000000 Penalty: 5969.209473
	Iteration 21Q: 3 clusters Score -2.345924e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52265 members 
Mstep: Class 2 contains 116236 members 
Entering Unmasked Estep 
Score: -23459286.000000 Penalty: 5969.209473
	Iteration 22Q: 3 clusters Score -2.345929e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52090 members 
Mstep: Class 2 contains 116411 members 
Entering Unmasked Estep 
Score: -23459396.000000 Penalty: 5969.209473
	Iteration 23Q: 3 clusters Score -2.34594e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51885 members 
Mstep: Class 2 contains 116616 members 
Entering Unmasked Estep 
Score: -23459470.000000 Penalty: 5969.209473
	Iteration 24Q: 3 clusters Score -2.345947e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51615 members 
Mstep: Class 2 contains 116886 members 
Entering Unmasked Estep 
Score: -23459538.000000 Penalty: 5969.209473
	Iteration 25Q: 3 clusters Score -2.345954e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51326 members 
Mstep: Class 2 contains 117175 members 
Entering Unmasked Estep 
Score: -23459694.000000 Penalty: 5969.209473
	Iteration 26Q: 3 clusters Score -2.345969e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51019 members 
Mstep: Class 2 contains 117482 members 
Entering Unmasked Estep 
Score: -23459768.000000 Penalty: 5969.209473
	Iteration 27Q: 3 clusters Score -2.345977e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50690 members 
Mstep: Class 2 contains 117811 members 
Entering Unmasked Estep 
Score: -23459822.000000 Penalty: 5969.209473
	Iteration 28Q: 3 clusters Score -2.345982e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50342 members 
Mstep: Class 2 contains 118159 members 
Entering Unmasked Estep 
Score: -23459934.000000 Penalty: 5969.209473
	Iteration 29Q: 3 clusters Score -2.345993e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49946 members 
Mstep: Class 2 contains 118555 members 
Entering Unmasked Estep 
Score: -23460006.000000 Penalty: 5969.209473
	Iteration 30Q: 3 clusters Score -2.346001e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49526 members 
Mstep: Class 2 contains 118975 members 
Entering Unmasked Estep 
Score: -23460018.000000 Penalty: 5969.209473
	Iteration 31Q: 3 clusters Score -2.346002e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49129 members 
Mstep: Class 2 contains 119372 members 
Entering Unmasked Estep 
Score: -23460084.000000 Penalty: 5969.209473
	Iteration 32Q: 3 clusters Score -2.346008e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48765 members 
Mstep: Class 2 contains 119736 members 
Entering Unmasked Estep 
Score: -23460188.000000 Penalty: 5969.209473
	Iteration 33Q: 3 clusters Score -2.346019e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48396 members 
Mstep: Class 2 contains 120105 members 
Entering Unmasked Estep 
Score: -23460236.000000 Penalty: 5969.209473
	Iteration 34Q: 3 clusters Score -2.346024e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48007 members 
Mstep: Class 2 contains 120494 members 
Entering Unmasked Estep 
Score: -23460340.000000 Penalty: 5969.209473
	Iteration 35Q: 3 clusters Score -2.346034e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47640 members 
Mstep: Class 2 contains 120861 members 
Entering Unmasked Estep 
Score: -23460474.000000 Penalty: 5969.209473
	Iteration 36Q: 3 clusters Score -2.346047e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47233 members 
Mstep: Class 2 contains 121268 members 
Entering Unmasked Estep 
Score: -23460502.000000 Penalty: 5969.209473
	Iteration 37Q: 3 clusters Score -2.34605e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46838 members 
Mstep: Class 2 contains 121663 members 
Entering Unmasked Estep 
Score: -23460526.000000 Penalty: 5969.209473
	Iteration 38Q: 3 clusters Score -2.346053e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46474 members 
Mstep: Class 2 contains 122027 members 
Entering Unmasked Estep 
Score: -23460650.000000 Penalty: 5969.209473
	Iteration 39Q: 3 clusters Score -2.346065e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 122513 members 
Entering Unmasked Estep 
Score: -23460762.000000 Penalty: 5969.209473
	Iteration 40F: 3 clusters Score -2.346076e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45522 members 
Mstep: Class 2 contains 122979 members 
Entering Unmasked Estep 
Score: -23460816.000000 Penalty: 5969.209473
	Iteration 41Q: 3 clusters Score -2.346082e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45014 members 
Mstep: Class 2 contains 123487 members 
Entering Unmasked Estep 
Score: -23460940.000000 Penalty: 5969.209473
	Iteration 42Q: 3 clusters Score -2.346094e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44476 members 
Mstep: Class 2 contains 124025 members 
Entering Unmasked Estep 
Score: -23461012.000000 Penalty: 5969.209473
	Iteration 43Q: 3 clusters Score -2.346101e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 124647 members 
Entering Unmasked Estep 
Score: -23461210.000000 Penalty: 5969.209473
	Iteration 44Q: 3 clusters Score -2.346121e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 125312 members 
Entering Unmasked Estep 
Score: -23461350.000000 Penalty: 5969.209473
	Iteration 45Q: 3 clusters Score -2.346135e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42482 members 
Mstep: Class 2 contains 126019 members 
Entering Unmasked Estep 
Score: -23461384.000000 Penalty: 5969.209473
	Iteration 46Q: 3 clusters Score -2.346138e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41703 members 
Mstep: Class 2 contains 126798 members 
Entering Unmasked Estep 
Score: -23461490.000000 Penalty: 5969.209473
	Iteration 47Q: 3 clusters Score -2.346149e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Mstep: Class 2 contains 127704 members 
Entering Unmasked Estep 
Score: -23461636.000000 Penalty: 5969.209473
	Iteration 48Q: 3 clusters Score -2.346164e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 128647 members 
Entering Unmasked Estep 
Score: -23461830.000000 Penalty: 5969.209473
	Iteration 49Q: 3 clusters Score -2.346183e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 129730 members 
Entering Unmasked Estep 
Score: -23462068.000000 Penalty: 5969.209473
	Iteration 50Q: 3 clusters Score -2.346207e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 130881 members 
Entering Unmasked Estep 
Score: -23462378.000000 Penalty: 5969.209473
	Iteration 51Q: 3 clusters Score -2.346238e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 132037 members 
Entering Unmasked Estep 
Score: -23462686.000000 Penalty: 5969.209473
	Iteration 52Q: 3 clusters Score -2.346269e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 133327 members 
Entering Unmasked Estep 
Score: -23463008.000000 Penalty: 5969.209473
	Iteration 53Q: 3 clusters Score -2.346301e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 134728 members 
Entering Unmasked Estep 
Score: -23463412.000000 Penalty: 5969.209473
	Iteration 54Q: 3 clusters Score -2.346341e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32292 members 
Mstep: Class 2 contains 136209 members 
Entering Unmasked Estep 
Score: -23463906.000000 Penalty: 5969.209473
	Iteration 55Q: 3 clusters Score -2.346391e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 137889 members 
Entering Unmasked Estep 
Score: -23464428.000000 Penalty: 5969.209473
	Iteration 56Q: 3 clusters Score -2.346443e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 139641 members 
Entering Unmasked Estep 
Score: -23465014.000000 Penalty: 5969.209473
	Iteration 57Q: 3 clusters Score -2.346501e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 141534 members 
Entering Unmasked Estep 
Score: -23465680.000000 Penalty: 5969.209473
	Iteration 58Q: 3 clusters Score -2.346568e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 143542 members 
Entering Unmasked Estep 
Score: -23466344.000000 Penalty: 5969.209473
	Iteration 59Q: 3 clusters Score -2.346634e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 145591 members 
Entering Unmasked Estep 
Score: -23467200.000000 Penalty: 5969.209473
	Iteration 60F: 3 clusters Score -2.34672e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 147547 members 
Entering Unmasked Estep 
Score: -23467960.000000 Penalty: 5969.209473
	Iteration 61Q: 3 clusters Score -2.346796e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 149488 members 
Entering Unmasked Estep 
Score: -23468928.000000 Penalty: 5969.209473
	Iteration 62Q: 3 clusters Score -2.346893e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 151411 members 
Entering Unmasked Estep 
Score: -23469816.000000 Penalty: 5969.209473
	Iteration 63Q: 3 clusters Score -2.346982e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 153142 members 
Entering Unmasked Estep 
Score: -23470746.000000 Penalty: 5969.209473
	Iteration 64Q: 3 clusters Score -2.347075e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 154799 members 
Entering Unmasked Estep 
Score: -23471704.000000 Penalty: 5969.209473
	Iteration 65Q: 3 clusters Score -2.34717e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 156349 members 
Entering Unmasked Estep 
Score: -23472328.000000 Penalty: 5969.209473
	Iteration 66Q: 3 clusters Score -2.347233e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 157709 members 
Entering Unmasked Estep 
Score: -23472850.000000 Penalty: 5969.209473
	Iteration 67Q: 3 clusters Score -2.347285e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 158919 members 
Entering Unmasked Estep 
Score: -23473174.000000 Penalty: 5969.209473
	Iteration 68Q: 3 clusters Score -2.347317e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 159971 members 
Entering Unmasked Estep 
Score: -23473342.000000 Penalty: 5969.209473
	Iteration 69Q: 3 clusters Score -2.347334e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 160879 members 
Entering Unmasked Estep 
Score: -23473396.000000 Penalty: 5969.209473
	Iteration 70Q: 3 clusters Score -2.34734e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 161626 members 
Entering Unmasked Estep 
Score: -23473510.000000 Penalty: 5969.209473
	Iteration 71Q: 3 clusters Score -2.347351e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 162245 members 
Entering Unmasked Estep 
Score: -23473618.000000 Penalty: 5969.209473
	Iteration 72Q: 3 clusters Score -2.347362e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 162778 members 
Entering Unmasked Estep 
Score: -23473704.000000 Penalty: 5969.209473
	Iteration 73Q: 3 clusters Score -2.34737e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 163249 members 
Entering Unmasked Estep 
Score: -23473726.000000 Penalty: 5969.209473
	Iteration 74Q: 3 clusters Score -2.347373e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 163665 members 
Entering Unmasked Estep 
Score: -23473786.000000 Penalty: 5969.209473
	Iteration 75Q: 3 clusters Score -2.347379e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 164008 members 
Entering Unmasked Estep 
Score: -23473772.000000 Penalty: 5969.209473
	Iteration 76Q: 3 clusters Score -2.347377e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 164291 members 
Entering Unmasked Estep 
Score: -23473846.000000 Penalty: 5969.209473
	Iteration 77Q: 3 clusters Score -2.347385e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 164520 members 
Entering Unmasked Estep 
Score: -23473830.000000 Penalty: 5969.209473
	Iteration 78Q: 3 clusters Score -2.347383e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 164726 members 
Entering Unmasked Estep 
Score: -23473882.000000 Penalty: 5969.209473
	Iteration 79Q: 3 clusters Score -2.347388e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 164899 members 
Entering Unmasked Estep 
Score: -23473838.000000 Penalty: 5969.209473
	Iteration 80F: 3 clusters Score -2.347384e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 165052 members 
Entering Unmasked Estep 
Score: -23473838.000000 Penalty: 5969.209473
	Iteration 81Q: 3 clusters Score -2.347384e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 165164 members 
Entering Unmasked Estep 
Score: -23473856.000000 Penalty: 5969.209473
	Iteration 82Q: 3 clusters Score -2.347386e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 165250 members 
Entering Unmasked Estep 
Score: -23473884.000000 Penalty: 5969.209473
	Iteration 83Q: 3 clusters Score -2.347388e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 165345 members 
Entering Unmasked Estep 
Score: -23473886.000000 Penalty: 5969.209473
	Iteration 84Q: 3 clusters Score -2.347389e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 165438 members 
Entering Unmasked Estep 
Score: -23473906.000000 Penalty: 5969.209473
	Iteration 85Q: 3 clusters Score -2.347391e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 165511 members 
Entering Unmasked Estep 
Score: -23473910.000000 Penalty: 5969.209473
	Iteration 86Q: 3 clusters Score -2.347391e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 165574 members 
Entering Unmasked Estep 
Score: -23473886.000000 Penalty: 5969.209473
	Iteration 87Q: 3 clusters Score -2.347389e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 165630 members 
Entering Unmasked Estep 
Score: -23473876.000000 Penalty: 5969.209473
	Iteration 88Q: 3 clusters Score -2.347388e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 165664 members 
Entering Unmasked Estep 
Score: -23473878.000000 Penalty: 5969.209473
	Iteration 89Q: 3 clusters Score -2.347388e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 165693 members 
Entering Unmasked Estep 
Score: -23473876.000000 Penalty: 5969.209473
	Iteration 90Q: 3 clusters Score -2.347388e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 165717 members 
Entering Unmasked Estep 
Score: -23473866.000000 Penalty: 5969.209473
	Iteration 91Q: 3 clusters Score -2.347387e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 165738 members 
Entering Unmasked Estep 
Score: -23473872.000000 Penalty: 5969.209473
	Iteration 92Q: 3 clusters Score -2.347387e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 165761 members 
Entering Unmasked Estep 
Score: -23473884.000000 Penalty: 5969.209473
	Iteration 93Q: 3 clusters Score -2.347388e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 165778 members 
Entering Unmasked Estep 
Score: -23473898.000000 Penalty: 5969.209473
	Iteration 94Q: 3 clusters Score -2.34739e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 165793 members 
Entering Unmasked Estep 
Score: -23473910.000000 Penalty: 5969.209473
	Iteration 95Q: 3 clusters Score -2.347391e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 165806 members 
Entering Unmasked Estep 
Score: -23473920.000000 Penalty: 5969.209473
	Iteration 96Q: 3 clusters Score -2.347392e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 165818 members 
Entering Unmasked Estep 
Score: -23473910.000000 Penalty: 5969.209473
	Iteration 97Q: 3 clusters Score -2.347391e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 165824 members 
Entering Unmasked Estep 
Score: -23473908.000000 Penalty: 5969.209473
	Iteration 98Q: 3 clusters Score -2.347391e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 165834 members 
Entering Unmasked Estep 
Score: -23473922.000000 Penalty: 5969.209473
	Iteration 99Q: 3 clusters Score -2.347392e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 165846 members 
Entering Unmasked Estep 
Score: -23473936.000000 Penalty: 5969.209473
	Iteration 100F: 3 clusters Score -2.347394e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 165856 members 
Entering Unmasked Estep 
Score: -23473934.000000 Penalty: 5969.209473
	Iteration 101Q: 3 clusters Score -2.347393e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 165865 members 
Entering Unmasked Estep 
Score: -23473930.000000 Penalty: 5969.209473
	Iteration 102Q: 3 clusters Score -2.347393e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 165881 members 
Entering Unmasked Estep 
Score: -23473942.000000 Penalty: 5969.209473
	Iteration 103Q: 3 clusters Score -2.347394e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 165894 members 
Entering Unmasked Estep 
Score: -23473940.000000 Penalty: 5969.209473
	Iteration 104Q: 3 clusters Score -2.347394e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 165905 members 
Entering Unmasked Estep 
Score: -23473940.000000 Penalty: 5969.209473
	Iteration 105Q: 3 clusters Score -2.347394e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 165917 members 
Entering Unmasked Estep 
Score: -23473930.000000 Penalty: 5969.209473
	Iteration 106Q: 3 clusters Score -2.347393e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 165925 members 
Entering Unmasked Estep 
Score: -23473944.000000 Penalty: 5969.209473
	Iteration 107Q: 3 clusters Score -2.347394e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 165935 members 
Entering Unmasked Estep 
Score: -23473932.000000 Penalty: 5969.209473
	Iteration 108Q: 3 clusters Score -2.347393e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 165944 members 
Entering Unmasked Estep 
Score: -23473910.000000 Penalty: 5969.209473
	Iteration 109Q: 3 clusters Score -2.347391e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 165953 members 
Entering Unmasked Estep 
Score: -23473930.000000 Penalty: 5969.209473
	Iteration 110Q: 3 clusters Score -2.347393e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 165966 members 
Entering Unmasked Estep 
Score: -23473912.000000 Penalty: 5969.209473
	Iteration 111Q: 3 clusters Score -2.347391e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 165977 members 
Entering Unmasked Estep 
Score: -23473912.000000 Penalty: 5969.209473
	Iteration 112Q: 3 clusters Score -2.347391e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 165984 members 
Entering Unmasked Estep 
Score: -23473904.000000 Penalty: 5969.209473
	Iteration 113Q: 3 clusters Score -2.34739e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 165991 members 
Entering Unmasked Estep 
Score: -23473924.000000 Penalty: 5969.209473
	Iteration 114Q: 3 clusters Score -2.347392e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 165998 members 
Entering Unmasked Estep 
Score: -23473922.000000 Penalty: 5969.209473
	Iteration 115Q: 3 clusters Score -2.347392e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 166003 members 
Entering Unmasked Estep 
Score: -23473912.000000 Penalty: 5969.209473
	Iteration 116Q: 3 clusters Score -2.347391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 166008 members 
Entering Unmasked Estep 
Score: -23473914.000000 Penalty: 5969.209473
	Iteration 117Q: 3 clusters Score -2.347391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 166016 members 
Entering Unmasked Estep 
Score: -23473936.000000 Penalty: 5969.209473
	Iteration 118Q: 3 clusters Score -2.347394e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 166024 members 
Entering Unmasked Estep 
Score: -23473912.000000 Penalty: 5969.209473
	Iteration 119Q: 3 clusters Score -2.347391e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 166030 members 
Entering Unmasked Estep 
Score: -23473912.000000 Penalty: 5969.209473
	Iteration 120F: 3 clusters Score -2.347391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 166035 members 
Entering Unmasked Estep 
Score: -23473922.000000 Penalty: 5969.209473
	Iteration 121Q: 3 clusters Score -2.347392e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 166043 members 
Entering Unmasked Estep 
Score: -23473940.000000 Penalty: 5969.209473
	Iteration 122Q: 3 clusters Score -2.347394e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 166047 members 
Entering Unmasked Estep 
Score: -23473934.000000 Penalty: 5969.209473
	Iteration 123Q: 3 clusters Score -2.347393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 166052 members 
Entering Unmasked Estep 
Score: -23473936.000000 Penalty: 5969.209473
	Iteration 124Q: 3 clusters Score -2.347394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 166054 members 
Entering Unmasked Estep 
Score: -23473946.000000 Penalty: 5969.209473
	Iteration 125Q: 3 clusters Score -2.347395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 166057 members 
Entering Unmasked Estep 
Score: -23473944.000000 Penalty: 5969.209473
	Iteration 126Q: 3 clusters Score -2.347394e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 166057 members 
Entering Unmasked Estep 
Score: -23473944.000000 Penalty: 5969.209473
	Iteration 127F: 3 clusters Score -2.347394e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (67216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67216 members 
Entering Unmasked Estep 
Score: -9465427.000000 Penalty: 2756.685303
	Iteration 0F: 2 clusters Score -9465427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -9420312.000000 Penalty: 5513.370605
	Iteration 0F: 3 clusters Score -9420312 nChanged 31486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 34524 members 
Entering Unmasked Estep 
Score: -9437873.000000 Penalty: 5513.370605
	Iteration 1F: 3 clusters Score -9437873 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -9438466.000000 Penalty: 5513.370605
	Iteration 2Q: 3 clusters Score -9438466 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -9439048.000000 Penalty: 5513.370605
	Iteration 3Q: 3 clusters Score -9439048 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 37169 members 
Entering Unmasked Estep 
Score: -9439720.000000 Penalty: 5513.370605
	Iteration 4Q: 3 clusters Score -9439720 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 39067 members 
Entering Unmasked Estep 
Score: -9440699.000000 Penalty: 5513.370605
	Iteration 5Q: 3 clusters Score -9440699 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
Score: -9442071.000000 Penalty: 5513.370605
	Iteration 6Q: 3 clusters Score -9442071 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 45406 members 
Entering Unmasked Estep 
Score: -9444289.000000 Penalty: 5513.370605
	Iteration 7F: 3 clusters Score -9444289 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 50050 members 
Entering Unmasked Estep 
Score: -9447756.000000 Penalty: 5513.370605
	Iteration 8F: 3 clusters Score -9447756 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 55298 members 
Entering Unmasked Estep 
Score: -9452388.000000 Penalty: 5513.370605
	Iteration 9F: 3 clusters Score -9452388 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 60133 members 
Entering Unmasked Estep 
Score: -9456917.000000 Penalty: 5513.370605
	Iteration 10F: 3 clusters Score -9456917 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 63524 members 
Entering Unmasked Estep 
Score: -9460008.000000 Penalty: 5513.370605
	Iteration 11F: 3 clusters Score -9460008 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 65396 members 
Entering Unmasked Estep 
Score: -9461714.000000 Penalty: 5513.370605
	Iteration 12Q: 3 clusters Score -9461714 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 66227 members 
Entering Unmasked Estep 
Score: -9462397.000000 Penalty: 5513.370605
	Iteration 13Q: 3 clusters Score -9462397 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 66567 members 
Entering Unmasked Estep 
Score: -9462701.000000 Penalty: 5513.370605
	Iteration 14Q: 3 clusters Score -9462701 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 66712 members 
Entering Unmasked Estep 
Score: -9462867.000000 Penalty: 5513.370605
	Iteration 15Q: 3 clusters Score -9462867 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 66776 members 
Entering Unmasked Estep 
Score: -9462933.000000 Penalty: 5513.370605
	Iteration 16Q: 3 clusters Score -9462933 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 66819 members 
Entering Unmasked Estep 
Score: -9462999.000000 Penalty: 5513.370605
	Iteration 17Q: 3 clusters Score -9462999 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 66847 members 
Entering Unmasked Estep 
Score: -9463053.000000 Penalty: 5513.370605
	Iteration 18Q: 3 clusters Score -9463053 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 66864 members 
Entering Unmasked Estep 
Score: -9463077.000000 Penalty: 5513.370605
	Iteration 19Q: 3 clusters Score -9463077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 66867 members 
Entering Unmasked Estep 
Score: -9463088.000000 Penalty: 5513.370605
	Iteration 20F: 3 clusters Score -9463088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 66873 members 
Entering Unmasked Estep 
Score: -9463093.000000 Penalty: 5513.370605
	Iteration 21Q: 3 clusters Score -9463093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 66877 members 
Entering Unmasked Estep 
Score: -9463101.000000 Penalty: 5513.370605
	Iteration 22Q: 3 clusters Score -9463101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 66880 members 
Entering Unmasked Estep 
Score: -9463097.000000 Penalty: 5513.370605
	Iteration 23Q: 3 clusters Score -9463097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 66884 members 
Entering Unmasked Estep 
Score: -9463104.000000 Penalty: 5513.370605
	Iteration 24Q: 3 clusters Score -9463104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 66884 members 
Entering Unmasked Estep 
Score: -9463100.000000 Penalty: 5513.370605
	Iteration 25Q: 3 clusters Score -9463100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 66885 members 
Entering Unmasked Estep 
Score: -9463095.000000 Penalty: 5513.370605
	Iteration 26Q: 3 clusters Score -9463095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 66885 members 
Entering Unmasked Estep 
Score: -9463095.000000 Penalty: 5513.370605
	Iteration 27F: 3 clusters Score -9463095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Entering Unmasked Estep 
Score: -2676126.750000 Penalty: 2441.470703
	Iteration 0F: 2 clusters Score -2676127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -2662708.250000 Penalty: 4882.941406
	Iteration 0F: 3 clusters Score -2662708 nChanged 8301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2667564.250000 Penalty: 4882.941406
	Iteration 1F: 3 clusters Score -2667564 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -2668263.750000 Penalty: 4882.941406
	Iteration 2F: 3 clusters Score -2668264 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2668908.250000 Penalty: 4882.941406
	Iteration 3F: 3 clusters Score -2668908 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2669446.250000 Penalty: 4882.941406
	Iteration 4F: 3 clusters Score -2669446 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -2669946.250000 Penalty: 4882.941406
	Iteration 5F: 3 clusters Score -2669946 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -2670413.250000 Penalty: 4882.941406
	Iteration 6F: 3 clusters Score -2670413 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2670852.000000 Penalty: 4882.941406
	Iteration 7Q: 3 clusters Score -2670852 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -2671270.750000 Penalty: 4882.941406
	Iteration 8Q: 3 clusters Score -2671271 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -2671611.500000 Penalty: 4882.941406
	Iteration 9Q: 3 clusters Score -2671612 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -2671945.500000 Penalty: 4882.941406
	Iteration 10Q: 3 clusters Score -2671946 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -2672320.000000 Penalty: 4882.941406
	Iteration 11Q: 3 clusters Score -2672320 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -2672717.000000 Penalty: 4882.941406
	Iteration 12Q: 3 clusters Score -2672717 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -2673110.000000 Penalty: 4882.941406
	Iteration 13Q: 3 clusters Score -2673110 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -2673515.000000 Penalty: 4882.941406
	Iteration 14Q: 3 clusters Score -2673515 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -2673869.250000 Penalty: 4882.941406
	Iteration 15Q: 3 clusters Score -2673869 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -2674210.250000 Penalty: 4882.941406
	Iteration 16Q: 3 clusters Score -2674210 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2674548.250000 Penalty: 4882.941406
	Iteration 17Q: 3 clusters Score -2674548 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -2674829.000000 Penalty: 4882.941406
	Iteration 18Q: 3 clusters Score -2674829 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2675085.500000 Penalty: 4882.941406
	Iteration 19Q: 3 clusters Score -2675086 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -2675256.000000 Penalty: 4882.941406
	Iteration 20F: 3 clusters Score -2675256 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -2675352.250000 Penalty: 4882.941406
	Iteration 21Q: 3 clusters Score -2675352 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -2675415.250000 Penalty: 4882.941406
	Iteration 22Q: 3 clusters Score -2675415 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -2675450.000000 Penalty: 4882.941406
	Iteration 23Q: 3 clusters Score -2675450 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -2675484.750000 Penalty: 4882.941406
	Iteration 24Q: 3 clusters Score -2675485 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -2675512.500000 Penalty: 4882.941406
	Iteration 25Q: 3 clusters Score -2675512 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -2675521.250000 Penalty: 4882.941406
	Iteration 26Q: 3 clusters Score -2675521 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -2675528.500000 Penalty: 4882.941406
	Iteration 27Q: 3 clusters Score -2675528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -2675531.000000 Penalty: 4882.941406
	Iteration 28Q: 3 clusters Score -2675531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -2675534.250000 Penalty: 4882.941406
	Iteration 29Q: 3 clusters Score -2675534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -2675541.250000 Penalty: 4882.941406
	Iteration 30Q: 3 clusters Score -2675541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -2675541.250000 Penalty: 4882.941406
	Iteration 31Q: 3 clusters Score -2675541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -2675546.500000 Penalty: 4882.941406
	Iteration 32Q: 3 clusters Score -2675546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2675549.750000 Penalty: 4882.941406
	Iteration 33Q: 3 clusters Score -2675550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -2675547.250000 Penalty: 4882.941406
	Iteration 34Q: 3 clusters Score -2675547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2675546.250000 Penalty: 4882.941406
	Iteration 35Q: 3 clusters Score -2675546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -2675548.250000 Penalty: 4882.941406
	Iteration 36Q: 3 clusters Score -2675548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -2675549.000000 Penalty: 4882.941406
	Iteration 37Q: 3 clusters Score -2675549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -2675547.500000 Penalty: 4882.941406
	Iteration 38Q: 3 clusters Score -2675548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -2675554.000000 Penalty: 4882.941406
	Iteration 39Q: 3 clusters Score -2675554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -2675551.500000 Penalty: 4882.941406
	Iteration 40F: 3 clusters Score -2675552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Entering Unmasked Estep 
Score: -2284668.750000 Penalty: 2402.101074
	Iteration 0F: 2 clusters Score -2284669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -2273089.000000 Penalty: 4804.202148
	Iteration 0F: 3 clusters Score -2273089 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -2276733.000000 Penalty: 4804.202148
	Iteration 1F: 3 clusters Score -2276733 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -2277089.750000 Penalty: 4804.202148
	Iteration 2F: 3 clusters Score -2277090 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2277347.250000 Penalty: 4804.202148
	Iteration 3Q: 3 clusters Score -2277347 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2277533.250000 Penalty: 4804.202148
	Iteration 4Q: 3 clusters Score -2277533 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -2277682.500000 Penalty: 4804.202148
	Iteration 5Q: 3 clusters Score -2277682 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -2277834.250000 Penalty: 4804.202148
	Iteration 6Q: 3 clusters Score -2277834 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -2278002.250000 Penalty: 4804.202148
	Iteration 7Q: 3 clusters Score -2278002 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -2278180.250000 Penalty: 4804.202148
	Iteration 8Q: 3 clusters Score -2278180 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2278359.000000 Penalty: 4804.202148
	Iteration 9Q: 3 clusters Score -2278359 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -2278544.750000 Penalty: 4804.202148
	Iteration 10Q: 3 clusters Score -2278545 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -2278763.000000 Penalty: 4804.202148
	Iteration 11Q: 3 clusters Score -2278763 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2279008.500000 Penalty: 4804.202148
	Iteration 12Q: 3 clusters Score -2279008 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -2279284.500000 Penalty: 4804.202148
	Iteration 13Q: 3 clusters Score -2279284 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -2279636.250000 Penalty: 4804.202148
	Iteration 14Q: 3 clusters Score -2279636 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -2280087.500000 Penalty: 4804.202148
	Iteration 15Q: 3 clusters Score -2280088 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -2280532.500000 Penalty: 4804.202148
	Iteration 16Q: 3 clusters Score -2280532 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -2280902.250000 Penalty: 4804.202148
	Iteration 17Q: 3 clusters Score -2280902 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -2281143.500000 Penalty: 4804.202148
	Iteration 18Q: 3 clusters Score -2281144 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -2281304.750000 Penalty: 4804.202148
	Iteration 19Q: 3 clusters Score -2281305 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -2281415.750000 Penalty: 4804.202148
	Iteration 20F: 3 clusters Score -2281416 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -2281479.000000 Penalty: 4804.202148
	Iteration 21Q: 3 clusters Score -2281479 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -2281535.750000 Penalty: 4804.202148
	Iteration 22Q: 3 clusters Score -2281536 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -2281586.500000 Penalty: 4804.202148
	Iteration 23Q: 3 clusters Score -2281586 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -2281629.500000 Penalty: 4804.202148
	Iteration 24Q: 3 clusters Score -2281630 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -2281675.000000 Penalty: 4804.202148
	Iteration 25Q: 3 clusters Score -2281675 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -2281701.250000 Penalty: 4804.202148
	Iteration 26Q: 3 clusters Score -2281701 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -2281739.000000 Penalty: 4804.202148
	Iteration 27Q: 3 clusters Score -2281739 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -2281782.750000 Penalty: 4804.202148
	Iteration 28Q: 3 clusters Score -2281783 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -2281821.750000 Penalty: 4804.202148
	Iteration 29Q: 3 clusters Score -2281822 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2281860.750000 Penalty: 4804.202148
	Iteration 30Q: 3 clusters Score -2281861 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -2281882.500000 Penalty: 4804.202148
	Iteration 31Q: 3 clusters Score -2281882 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -2281913.000000 Penalty: 4804.202148
	Iteration 32Q: 3 clusters Score -2281913 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -2281945.000000 Penalty: 4804.202148
	Iteration 33Q: 3 clusters Score -2281945 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -2281968.500000 Penalty: 4804.202148
	Iteration 34Q: 3 clusters Score -2281968 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2282000.750000 Penalty: 4804.202148
	Iteration 35Q: 3 clusters Score -2282001 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2282028.250000 Penalty: 4804.202148
	Iteration 36Q: 3 clusters Score -2282028 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -2282073.000000 Penalty: 4804.202148
	Iteration 37Q: 3 clusters Score -2282073 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -2282109.250000 Penalty: 4804.202148
	Iteration 38Q: 3 clusters Score -2282109 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -2282144.750000 Penalty: 4804.202148
	Iteration 39Q: 3 clusters Score -2282145 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2282173.250000 Penalty: 4804.202148
	Iteration 40F: 3 clusters Score -2282173 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -2282217.500000 Penalty: 4804.202148
	Iteration 41Q: 3 clusters Score -2282218 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2282255.750000 Penalty: 4804.202148
	Iteration 42Q: 3 clusters Score -2282256 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2282282.750000 Penalty: 4804.202148
	Iteration 43Q: 3 clusters Score -2282283 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2282330.500000 Penalty: 4804.202148
	Iteration 44Q: 3 clusters Score -2282330 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2282368.000000 Penalty: 4804.202148
	Iteration 45Q: 3 clusters Score -2282368 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2282391.000000 Penalty: 4804.202148
	Iteration 46Q: 3 clusters Score -2282391 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2282416.000000 Penalty: 4804.202148
	Iteration 47Q: 3 clusters Score -2282416 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2282459.000000 Penalty: 4804.202148
	Iteration 48Q: 3 clusters Score -2282459 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2282501.250000 Penalty: 4804.202148
	Iteration 49Q: 3 clusters Score -2282501 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2282532.000000 Penalty: 4804.202148
	Iteration 50Q: 3 clusters Score -2282532 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2282554.000000 Penalty: 4804.202148
	Iteration 51Q: 3 clusters Score -2282554 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2282572.500000 Penalty: 4804.202148
	Iteration 52Q: 3 clusters Score -2282572 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2282597.750000 Penalty: 4804.202148
	Iteration 53Q: 3 clusters Score -2282598 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2282613.250000 Penalty: 4804.202148
	Iteration 54Q: 3 clusters Score -2282613 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2282629.250000 Penalty: 4804.202148
	Iteration 55Q: 3 clusters Score -2282629 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2282648.750000 Penalty: 4804.202148
	Iteration 56Q: 3 clusters Score -2282649 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2282675.000000 Penalty: 4804.202148
	Iteration 57Q: 3 clusters Score -2282675 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2282691.750000 Penalty: 4804.202148
	Iteration 58Q: 3 clusters Score -2282692 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2282715.750000 Penalty: 4804.202148
	Iteration 59Q: 3 clusters Score -2282716 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2282734.500000 Penalty: 4804.202148
	Iteration 60F: 3 clusters Score -2282734 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2282746.000000 Penalty: 4804.202148
	Iteration 61Q: 3 clusters Score -2282746 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2282756.750000 Penalty: 4804.202148
	Iteration 62Q: 3 clusters Score -2282757 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2282759.000000 Penalty: 4804.202148
	Iteration 63Q: 3 clusters Score -2282759 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2282777.750000 Penalty: 4804.202148
	Iteration 64Q: 3 clusters Score -2282778 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2282789.000000 Penalty: 4804.202148
	Iteration 65Q: 3 clusters Score -2282789 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2282801.750000 Penalty: 4804.202148
	Iteration 66Q: 3 clusters Score -2282802 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2282818.250000 Penalty: 4804.202148
	Iteration 67Q: 3 clusters Score -2282818 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2282845.500000 Penalty: 4804.202148
	Iteration 68Q: 3 clusters Score -2282846 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2282859.750000 Penalty: 4804.202148
	Iteration 69Q: 3 clusters Score -2282860 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2282880.500000 Penalty: 4804.202148
	Iteration 70Q: 3 clusters Score -2282880 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2282891.000000 Penalty: 4804.202148
	Iteration 71Q: 3 clusters Score -2282891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2282896.750000 Penalty: 4804.202148
	Iteration 72Q: 3 clusters Score -2282897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2282899.500000 Penalty: 4804.202148
	Iteration 73Q: 3 clusters Score -2282900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2282902.750000 Penalty: 4804.202148
	Iteration 74Q: 3 clusters Score -2282903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2282905.750000 Penalty: 4804.202148
	Iteration 75Q: 3 clusters Score -2282906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2282907.750000 Penalty: 4804.202148
	Iteration 76Q: 3 clusters Score -2282908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2282909.750000 Penalty: 4804.202148
	Iteration 77Q: 3 clusters Score -2282910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2282910.500000 Penalty: 4804.202148
	Iteration 78Q: 3 clusters Score -2282910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2282910.750000 Penalty: 4804.202148
	Iteration 79Q: 3 clusters Score -2282911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2282910.750000 Penalty: 4804.202148
	Iteration 80F: 3 clusters Score -2282911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (175922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175922 members 
Entering Unmasked Estep 
Score: -24797102.000000 Penalty: 2995.293457
	Iteration 0F: 2 clusters Score -2.47971e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87976 members 
Mstep: Class 2 contains 87946 members 
Entering Unmasked Estep 
Score: -24688758.000000 Penalty: 5990.586914
	Iteration 0F: 3 clusters Score -2.468876e+07 nChanged 84477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88003 members 
Mstep: Class 2 contains 87919 members 
Entering Unmasked Estep 
Score: -24737816.000000 Penalty: 5990.586914
	Iteration 1F: 3 clusters Score -2.473782e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88015 members 
Mstep: Class 2 contains 87907 members 
Entering Unmasked Estep 
Score: -24738862.000000 Penalty: 5990.586914
	Iteration 2Q: 3 clusters Score -2.473886e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88049 members 
Mstep: Class 2 contains 87873 members 
Entering Unmasked Estep 
Score: -24739986.000000 Penalty: 5990.586914
	Iteration 3Q: 3 clusters Score -2.473999e+07 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88184 members 
Mstep: Class 2 contains 87738 members 
Entering Unmasked Estep 
Score: -24741244.000000 Penalty: 5990.586914
	Iteration 4Q: 3 clusters Score -2.474124e+07 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88414 members 
Mstep: Class 2 contains 87508 members 
Entering Unmasked Estep 
Score: -24742894.000000 Penalty: 5990.586914
	Iteration 5Q: 3 clusters Score -2.474289e+07 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88762 members 
Mstep: Class 2 contains 87160 members 
Entering Unmasked Estep 
Score: -24745098.000000 Penalty: 5990.586914
	Iteration 6Q: 3 clusters Score -2.47451e+07 nChanged 7294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89280 members 
Mstep: Class 2 contains 86642 members 
Entering Unmasked Estep 
Score: -24747672.000000 Penalty: 5990.586914
	Iteration 7Q: 3 clusters Score -2.474767e+07 nChanged 7987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89857 members 
Mstep: Class 2 contains 86065 members 
Entering Unmasked Estep 
Score: -24750812.000000 Penalty: 5990.586914
	Iteration 8Q: 3 clusters Score -2.475081e+07 nChanged 8501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90374 members 
Mstep: Class 2 contains 85548 members 
Entering Unmasked Estep 
Score: -24754592.000000 Penalty: 5990.586914
	Iteration 9Q: 3 clusters Score -2.475459e+07 nChanged 8962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91008 members 
Mstep: Class 2 contains 84914 members 
Entering Unmasked Estep 
Score: -24759162.000000 Penalty: 5990.586914
	Iteration 10F: 3 clusters Score -2.475916e+07 nChanged 9135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91489 members 
Mstep: Class 2 contains 84433 members 
Entering Unmasked Estep 
Score: -24764500.000000 Penalty: 5990.586914
	Iteration 11F: 3 clusters Score -2.47645e+07 nChanged 9033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91756 members 
Mstep: Class 2 contains 84166 members 
Entering Unmasked Estep 
Score: -24769928.000000 Penalty: 5990.586914
	Iteration 12F: 3 clusters Score -2.476993e+07 nChanged 7985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91969 members 
Mstep: Class 2 contains 83953 members 
Entering Unmasked Estep 
Score: -24773874.000000 Penalty: 5990.586914
	Iteration 13Q: 3 clusters Score -2.477387e+07 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92204 members 
Mstep: Class 2 contains 83718 members 
Entering Unmasked Estep 
Score: -24776036.000000 Penalty: 5990.586914
	Iteration 14Q: 3 clusters Score -2.477604e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92413 members 
Mstep: Class 2 contains 83509 members 
Entering Unmasked Estep 
Score: -24777288.000000 Penalty: 5990.586914
	Iteration 15Q: 3 clusters Score -2.477729e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92607 members 
Mstep: Class 2 contains 83315 members 
Entering Unmasked Estep 
Score: -24777952.000000 Penalty: 5990.586914
	Iteration 16Q: 3 clusters Score -2.477795e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92869 members 
Mstep: Class 2 contains 83053 members 
Entering Unmasked Estep 
Score: -24778438.000000 Penalty: 5990.586914
	Iteration 17Q: 3 clusters Score -2.477844e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93261 members 
Mstep: Class 2 contains 82661 members 
Entering Unmasked Estep 
Score: -24778978.000000 Penalty: 5990.586914
	Iteration 18Q: 3 clusters Score -2.477898e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93720 members 
Mstep: Class 2 contains 82202 members 
Entering Unmasked Estep 
Score: -24779490.000000 Penalty: 5990.586914
	Iteration 19Q: 3 clusters Score -2.477949e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94146 members 
Mstep: Class 2 contains 81776 members 
Entering Unmasked Estep 
Score: -24780062.000000 Penalty: 5990.586914
	Iteration 20F: 3 clusters Score -2.478006e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94628 members 
Mstep: Class 2 contains 81294 members 
Entering Unmasked Estep 
Score: -24780682.000000 Penalty: 5990.586914
	Iteration 21Q: 3 clusters Score -2.478068e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95035 members 
Mstep: Class 2 contains 80887 members 
Entering Unmasked Estep 
Score: -24781208.000000 Penalty: 5990.586914
	Iteration 22Q: 3 clusters Score -2.478121e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95339 members 
Mstep: Class 2 contains 80583 members 
Entering Unmasked Estep 
Score: -24781756.000000 Penalty: 5990.586914
	Iteration 23Q: 3 clusters Score -2.478176e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95572 members 
Mstep: Class 2 contains 80350 members 
Entering Unmasked Estep 
Score: -24782194.000000 Penalty: 5990.586914
	Iteration 24Q: 3 clusters Score -2.478219e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95772 members 
Mstep: Class 2 contains 80150 members 
Entering Unmasked Estep 
Score: -24782706.000000 Penalty: 5990.586914
	Iteration 25Q: 3 clusters Score -2.478271e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95991 members 
Mstep: Class 2 contains 79931 members 
Entering Unmasked Estep 
Score: -24783024.000000 Penalty: 5990.586914
	Iteration 26Q: 3 clusters Score -2.478302e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96260 members 
Mstep: Class 2 contains 79662 members 
Entering Unmasked Estep 
Score: -24783218.000000 Penalty: 5990.586914
	Iteration 27Q: 3 clusters Score -2.478322e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96550 members 
Mstep: Class 2 contains 79372 members 
Entering Unmasked Estep 
Score: -24783434.000000 Penalty: 5990.586914
	Iteration 28Q: 3 clusters Score -2.478343e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96863 members 
Mstep: Class 2 contains 79059 members 
Entering Unmasked Estep 
Score: -24783572.000000 Penalty: 5990.586914
	Iteration 29Q: 3 clusters Score -2.478357e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97152 members 
Mstep: Class 2 contains 78770 members 
Entering Unmasked Estep 
Score: -24783672.000000 Penalty: 5990.586914
	Iteration 30Q: 3 clusters Score -2.478367e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97435 members 
Mstep: Class 2 contains 78487 members 
Entering Unmasked Estep 
Score: -24783834.000000 Penalty: 5990.586914
	Iteration 31Q: 3 clusters Score -2.478383e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97665 members 
Mstep: Class 2 contains 78257 members 
Entering Unmasked Estep 
Score: -24784010.000000 Penalty: 5990.586914
	Iteration 32Q: 3 clusters Score -2.478401e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97894 members 
Mstep: Class 2 contains 78028 members 
Entering Unmasked Estep 
Score: -24784030.000000 Penalty: 5990.586914
	Iteration 33Q: 3 clusters Score -2.478403e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98090 members 
Mstep: Class 2 contains 77832 members 
Entering Unmasked Estep 
Score: -24784122.000000 Penalty: 5990.586914
	Iteration 34Q: 3 clusters Score -2.478412e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98304 members 
Mstep: Class 2 contains 77618 members 
Entering Unmasked Estep 
Score: -24784170.000000 Penalty: 5990.586914
	Iteration 35Q: 3 clusters Score -2.478417e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98563 members 
Mstep: Class 2 contains 77359 members 
Entering Unmasked Estep 
Score: -24784310.000000 Penalty: 5990.586914
	Iteration 36Q: 3 clusters Score -2.478431e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98827 members 
Mstep: Class 2 contains 77095 members 
Entering Unmasked Estep 
Score: -24784320.000000 Penalty: 5990.586914
	Iteration 37Q: 3 clusters Score -2.478432e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99067 members 
Mstep: Class 2 contains 76855 members 
Entering Unmasked Estep 
Score: -24784250.000000 Penalty: 5990.586914
	Iteration 38Q: 3 clusters Score -2.478425e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99275 members 
Mstep: Class 2 contains 76647 members 
Entering Unmasked Estep 
Score: -24784248.000000 Penalty: 5990.586914
	Iteration 39Q: 3 clusters Score -2.478425e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99447 members 
Mstep: Class 2 contains 76475 members 
Entering Unmasked Estep 
Score: -24784300.000000 Penalty: 5990.586914
	Iteration 40F: 3 clusters Score -2.47843e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99639 members 
Mstep: Class 2 contains 76283 members 
Entering Unmasked Estep 
Score: -24784358.000000 Penalty: 5990.586914
	Iteration 41Q: 3 clusters Score -2.478436e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99843 members 
Mstep: Class 2 contains 76079 members 
Entering Unmasked Estep 
Score: -24784350.000000 Penalty: 5990.586914
	Iteration 42Q: 3 clusters Score -2.478435e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100026 members 
Mstep: Class 2 contains 75896 members 
Entering Unmasked Estep 
Score: -24784320.000000 Penalty: 5990.586914
	Iteration 43Q: 3 clusters Score -2.478432e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100193 members 
Mstep: Class 2 contains 75729 members 
Entering Unmasked Estep 
Score: -24784332.000000 Penalty: 5990.586914
	Iteration 44Q: 3 clusters Score -2.478433e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100374 members 
Mstep: Class 2 contains 75548 members 
Entering Unmasked Estep 
Score: -24784346.000000 Penalty: 5990.586914
	Iteration 45Q: 3 clusters Score -2.478435e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100540 members 
Mstep: Class 2 contains 75382 members 
Entering Unmasked Estep 
Score: -24784322.000000 Penalty: 5990.586914
	Iteration 46Q: 3 clusters Score -2.478432e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100693 members 
Mstep: Class 2 contains 75229 members 
Entering Unmasked Estep 
Score: -24784340.000000 Penalty: 5990.586914
	Iteration 47Q: 3 clusters Score -2.478434e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100823 members 
Mstep: Class 2 contains 75099 members 
Entering Unmasked Estep 
Score: -24784348.000000 Penalty: 5990.586914
	Iteration 48Q: 3 clusters Score -2.478435e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100966 members 
Mstep: Class 2 contains 74956 members 
Entering Unmasked Estep 
Score: -24784310.000000 Penalty: 5990.586914
	Iteration 49Q: 3 clusters Score -2.478431e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101094 members 
Mstep: Class 2 contains 74828 members 
Entering Unmasked Estep 
Score: -24784306.000000 Penalty: 5990.586914
	Iteration 50Q: 3 clusters Score -2.478431e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101214 members 
Mstep: Class 2 contains 74708 members 
Entering Unmasked Estep 
Score: -24784340.000000 Penalty: 5990.586914
	Iteration 51Q: 3 clusters Score -2.478434e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101329 members 
Mstep: Class 2 contains 74593 members 
Entering Unmasked Estep 
Score: -24784324.000000 Penalty: 5990.586914
	Iteration 52Q: 3 clusters Score -2.478432e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101418 members 
Mstep: Class 2 contains 74504 members 
Entering Unmasked Estep 
Score: -24784358.000000 Penalty: 5990.586914
	Iteration 53Q: 3 clusters Score -2.478436e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101505 members 
Mstep: Class 2 contains 74417 members 
Entering Unmasked Estep 
Score: -24784368.000000 Penalty: 5990.586914
	Iteration 54Q: 3 clusters Score -2.478437e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101600 members 
Mstep: Class 2 contains 74322 members 
Entering Unmasked Estep 
Score: -24784382.000000 Penalty: 5990.586914
	Iteration 55Q: 3 clusters Score -2.478438e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101676 members 
Mstep: Class 2 contains 74246 members 
Entering Unmasked Estep 
Score: -24784404.000000 Penalty: 5990.586914
	Iteration 56Q: 3 clusters Score -2.47844e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101750 members 
Mstep: Class 2 contains 74172 members 
Entering Unmasked Estep 
Score: -24784390.000000 Penalty: 5990.586914
	Iteration 57Q: 3 clusters Score -2.478439e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101837 members 
Mstep: Class 2 contains 74085 members 
Entering Unmasked Estep 
Score: -24784422.000000 Penalty: 5990.586914
	Iteration 58Q: 3 clusters Score -2.478442e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101910 members 
Mstep: Class 2 contains 74012 members 
Entering Unmasked Estep 
Score: -24784380.000000 Penalty: 5990.586914
	Iteration 59Q: 3 clusters Score -2.478438e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101979 members 
Mstep: Class 2 contains 73943 members 
Entering Unmasked Estep 
Score: -24784376.000000 Penalty: 5990.586914
	Iteration 60F: 3 clusters Score -2.478438e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102027 members 
Mstep: Class 2 contains 73895 members 
Entering Unmasked Estep 
Score: -24784390.000000 Penalty: 5990.586914
	Iteration 61Q: 3 clusters Score -2.478439e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102072 members 
Mstep: Class 2 contains 73850 members 
Entering Unmasked Estep 
Score: -24784396.000000 Penalty: 5990.586914
	Iteration 62Q: 3 clusters Score -2.47844e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102123 members 
Mstep: Class 2 contains 73799 members 
Entering Unmasked Estep 
Score: -24784368.000000 Penalty: 5990.586914
	Iteration 63Q: 3 clusters Score -2.478437e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102169 members 
Mstep: Class 2 contains 73753 members 
Entering Unmasked Estep 
Score: -24784398.000000 Penalty: 5990.586914
	Iteration 64Q: 3 clusters Score -2.47844e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102218 members 
Mstep: Class 2 contains 73704 members 
Entering Unmasked Estep 
Score: -24784396.000000 Penalty: 5990.586914
	Iteration 65Q: 3 clusters Score -2.47844e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102256 members 
Mstep: Class 2 contains 73666 members 
Entering Unmasked Estep 
Score: -24784396.000000 Penalty: 5990.586914
	Iteration 66Q: 3 clusters Score -2.47844e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102295 members 
Mstep: Class 2 contains 73627 members 
Entering Unmasked Estep 
Score: -24784386.000000 Penalty: 5990.586914
	Iteration 67Q: 3 clusters Score -2.478439e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102340 members 
Mstep: Class 2 contains 73582 members 
Entering Unmasked Estep 
Score: -24784392.000000 Penalty: 5990.586914
	Iteration 68Q: 3 clusters Score -2.478439e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102399 members 
Mstep: Class 2 contains 73523 members 
Entering Unmasked Estep 
Score: -24784394.000000 Penalty: 5990.586914
	Iteration 69Q: 3 clusters Score -2.478439e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102451 members 
Mstep: Class 2 contains 73471 members 
Entering Unmasked Estep 
Score: -24784376.000000 Penalty: 5990.586914
	Iteration 70Q: 3 clusters Score -2.478438e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102504 members 
Mstep: Class 2 contains 73418 members 
Entering Unmasked Estep 
Score: -24784368.000000 Penalty: 5990.586914
	Iteration 71Q: 3 clusters Score -2.478437e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102551 members 
Mstep: Class 2 contains 73371 members 
Entering Unmasked Estep 
Score: -24784358.000000 Penalty: 5990.586914
	Iteration 72Q: 3 clusters Score -2.478436e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102596 members 
Mstep: Class 2 contains 73326 members 
Entering Unmasked Estep 
Score: -24784352.000000 Penalty: 5990.586914
	Iteration 73Q: 3 clusters Score -2.478435e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102642 members 
Mstep: Class 2 contains 73280 members 
Entering Unmasked Estep 
Score: -24784362.000000 Penalty: 5990.586914
	Iteration 74Q: 3 clusters Score -2.478436e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102684 members 
Mstep: Class 2 contains 73238 members 
Entering Unmasked Estep 
Score: -24784386.000000 Penalty: 5990.586914
	Iteration 75Q: 3 clusters Score -2.478439e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102724 members 
Mstep: Class 2 contains 73198 members 
Entering Unmasked Estep 
Score: -24784386.000000 Penalty: 5990.586914
	Iteration 76Q: 3 clusters Score -2.478439e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102768 members 
Mstep: Class 2 contains 73154 members 
Entering Unmasked Estep 
Score: -24784390.000000 Penalty: 5990.586914
	Iteration 77Q: 3 clusters Score -2.478439e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102807 members 
Mstep: Class 2 contains 73115 members 
Entering Unmasked Estep 
Score: -24784392.000000 Penalty: 5990.586914
	Iteration 78Q: 3 clusters Score -2.478439e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102853 members 
Mstep: Class 2 contains 73069 members 
Entering Unmasked Estep 
Score: -24784408.000000 Penalty: 5990.586914
	Iteration 79Q: 3 clusters Score -2.478441e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102894 members 
Mstep: Class 2 contains 73028 members 
Entering Unmasked Estep 
Score: -24784410.000000 Penalty: 5990.586914
	Iteration 80F: 3 clusters Score -2.478441e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102935 members 
Mstep: Class 2 contains 72987 members 
Entering Unmasked Estep 
Score: -24784392.000000 Penalty: 5990.586914
	Iteration 81Q: 3 clusters Score -2.478439e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102980 members 
Mstep: Class 2 contains 72942 members 
Entering Unmasked Estep 
Score: -24784416.000000 Penalty: 5990.586914
	Iteration 82Q: 3 clusters Score -2.478442e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103024 members 
Mstep: Class 2 contains 72898 members 
Entering Unmasked Estep 
Score: -24784418.000000 Penalty: 5990.586914
	Iteration 83Q: 3 clusters Score -2.478442e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103065 members 
Mstep: Class 2 contains 72857 members 
Entering Unmasked Estep 
Score: -24784424.000000 Penalty: 5990.586914
	Iteration 84Q: 3 clusters Score -2.478442e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103116 members 
Mstep: Class 2 contains 72806 members 
Entering Unmasked Estep 
Score: -24784414.000000 Penalty: 5990.586914
	Iteration 85Q: 3 clusters Score -2.478441e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103158 members 
Mstep: Class 2 contains 72764 members 
Entering Unmasked Estep 
Score: -24784414.000000 Penalty: 5990.586914
	Iteration 86Q: 3 clusters Score -2.478441e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103213 members 
Mstep: Class 2 contains 72709 members 
Entering Unmasked Estep 
Score: -24784430.000000 Penalty: 5990.586914
	Iteration 87Q: 3 clusters Score -2.478443e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103265 members 
Mstep: Class 2 contains 72657 members 
Entering Unmasked Estep 
Score: -24784420.000000 Penalty: 5990.586914
	Iteration 88Q: 3 clusters Score -2.478442e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103309 members 
Mstep: Class 2 contains 72613 members 
Entering Unmasked Estep 
Score: -24784390.000000 Penalty: 5990.586914
	Iteration 89Q: 3 clusters Score -2.478439e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103357 members 
Mstep: Class 2 contains 72565 members 
Entering Unmasked Estep 
Score: -24784382.000000 Penalty: 5990.586914
	Iteration 90Q: 3 clusters Score -2.478438e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103410 members 
Mstep: Class 2 contains 72512 members 
Entering Unmasked Estep 
Score: -24784370.000000 Penalty: 5990.586914
	Iteration 91Q: 3 clusters Score -2.478437e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103451 members 
Mstep: Class 2 contains 72471 members 
Entering Unmasked Estep 
Score: -24784316.000000 Penalty: 5990.586914
	Iteration 92Q: 3 clusters Score -2.478432e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103494 members 
Mstep: Class 2 contains 72428 members 
Entering Unmasked Estep 
Score: -24784346.000000 Penalty: 5990.586914
	Iteration 93Q: 3 clusters Score -2.478435e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103537 members 
Mstep: Class 2 contains 72385 members 
Entering Unmasked Estep 
Score: -24784348.000000 Penalty: 5990.586914
	Iteration 94Q: 3 clusters Score -2.478435e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103577 members 
Mstep: Class 2 contains 72345 members 
Entering Unmasked Estep 
Score: -24784336.000000 Penalty: 5990.586914
	Iteration 95Q: 3 clusters Score -2.478434e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103616 members 
Mstep: Class 2 contains 72306 members 
Entering Unmasked Estep 
Score: -24784344.000000 Penalty: 5990.586914
	Iteration 96Q: 3 clusters Score -2.478434e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103653 members 
Mstep: Class 2 contains 72269 members 
Entering Unmasked Estep 
Score: -24784368.000000 Penalty: 5990.586914
	Iteration 97Q: 3 clusters Score -2.478437e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103690 members 
Mstep: Class 2 contains 72232 members 
Entering Unmasked Estep 
Score: -24784354.000000 Penalty: 5990.586914
	Iteration 98Q: 3 clusters Score -2.478435e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103721 members 
Mstep: Class 2 contains 72201 members 
Entering Unmasked Estep 
Score: -24784344.000000 Penalty: 5990.586914
	Iteration 99Q: 3 clusters Score -2.478434e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103755 members 
Mstep: Class 2 contains 72167 members 
Entering Unmasked Estep 
Score: -24784340.000000 Penalty: 5990.586914
	Iteration 100F: 3 clusters Score -2.478434e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103789 members 
Mstep: Class 2 contains 72133 members 
Entering Unmasked Estep 
Score: -24784314.000000 Penalty: 5990.586914
	Iteration 101Q: 3 clusters Score -2.478431e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103827 members 
Mstep: Class 2 contains 72095 members 
Entering Unmasked Estep 
Score: -24784336.000000 Penalty: 5990.586914
	Iteration 102Q: 3 clusters Score -2.478434e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103865 members 
Mstep: Class 2 contains 72057 members 
Entering Unmasked Estep 
Score: -24784292.000000 Penalty: 5990.586914
	Iteration 103Q: 3 clusters Score -2.478429e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103896 members 
Mstep: Class 2 contains 72026 members 
Entering Unmasked Estep 
Score: -24784298.000000 Penalty: 5990.586914
	Iteration 104Q: 3 clusters Score -2.47843e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103926 members 
Mstep: Class 2 contains 71996 members 
Entering Unmasked Estep 
Score: -24784296.000000 Penalty: 5990.586914
	Iteration 105Q: 3 clusters Score -2.47843e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103972 members 
Mstep: Class 2 contains 71950 members 
Entering Unmasked Estep 
Score: -24784288.000000 Penalty: 5990.586914
	Iteration 106Q: 3 clusters Score -2.478429e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104033 members 
Mstep: Class 2 contains 71889 members 
Entering Unmasked Estep 
Score: -24784326.000000 Penalty: 5990.586914
	Iteration 107Q: 3 clusters Score -2.478433e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104090 members 
Mstep: Class 2 contains 71832 members 
Entering Unmasked Estep 
Score: -24784358.000000 Penalty: 5990.586914
	Iteration 108Q: 3 clusters Score -2.478436e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104163 members 
Mstep: Class 2 contains 71759 members 
Entering Unmasked Estep 
Score: -24784354.000000 Penalty: 5990.586914
	Iteration 109Q: 3 clusters Score -2.478435e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104225 members 
Mstep: Class 2 contains 71697 members 
Entering Unmasked Estep 
Score: -24784340.000000 Penalty: 5990.586914
	Iteration 110Q: 3 clusters Score -2.478434e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104279 members 
Mstep: Class 2 contains 71643 members 
Entering Unmasked Estep 
Score: -24784322.000000 Penalty: 5990.586914
	Iteration 111Q: 3 clusters Score -2.478432e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104334 members 
Mstep: Class 2 contains 71588 members 
Entering Unmasked Estep 
Score: -24784330.000000 Penalty: 5990.586914
	Iteration 112Q: 3 clusters Score -2.478433e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104387 members 
Mstep: Class 2 contains 71535 members 
Entering Unmasked Estep 
Score: -24784368.000000 Penalty: 5990.586914
	Iteration 113Q: 3 clusters Score -2.478437e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104431 members 
Mstep: Class 2 contains 71491 members 
Entering Unmasked Estep 
Score: -24784378.000000 Penalty: 5990.586914
	Iteration 114Q: 3 clusters Score -2.478438e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104467 members 
Mstep: Class 2 contains 71455 members 
Entering Unmasked Estep 
Score: -24784354.000000 Penalty: 5990.586914
	Iteration 115Q: 3 clusters Score -2.478435e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104512 members 
Mstep: Class 2 contains 71410 members 
Entering Unmasked Estep 
Score: -24784378.000000 Penalty: 5990.586914
	Iteration 116Q: 3 clusters Score -2.478438e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104560 members 
Mstep: Class 2 contains 71362 members 
Entering Unmasked Estep 
Score: -24784388.000000 Penalty: 5990.586914
	Iteration 117Q: 3 clusters Score -2.478439e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104611 members 
Mstep: Class 2 contains 71311 members 
Entering Unmasked Estep 
Score: -24784376.000000 Penalty: 5990.586914
	Iteration 118Q: 3 clusters Score -2.478438e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104657 members 
Mstep: Class 2 contains 71265 members 
Entering Unmasked Estep 
Score: -24784390.000000 Penalty: 5990.586914
	Iteration 119Q: 3 clusters Score -2.478439e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104688 members 
Mstep: Class 2 contains 71234 members 
Entering Unmasked Estep 
Score: -24784426.000000 Penalty: 5990.586914
	Iteration 120F: 3 clusters Score -2.478443e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104729 members 
Mstep: Class 2 contains 71193 members 
Entering Unmasked Estep 
Score: -24784428.000000 Penalty: 5990.586914
	Iteration 121Q: 3 clusters Score -2.478443e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104767 members 
Mstep: Class 2 contains 71155 members 
Entering Unmasked Estep 
Score: -24784424.000000 Penalty: 5990.586914
	Iteration 122Q: 3 clusters Score -2.478442e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104803 members 
Mstep: Class 2 contains 71119 members 
Entering Unmasked Estep 
Score: -24784420.000000 Penalty: 5990.586914
	Iteration 123Q: 3 clusters Score -2.478442e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104842 members 
Mstep: Class 2 contains 71080 members 
Entering Unmasked Estep 
Score: -24784418.000000 Penalty: 5990.586914
	Iteration 124Q: 3 clusters Score -2.478442e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104884 members 
Mstep: Class 2 contains 71038 members 
Entering Unmasked Estep 
Score: -24784424.000000 Penalty: 5990.586914
	Iteration 125Q: 3 clusters Score -2.478442e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104931 members 
Mstep: Class 2 contains 70991 members 
Entering Unmasked Estep 
Score: -24784408.000000 Penalty: 5990.586914
	Iteration 126Q: 3 clusters Score -2.478441e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104966 members 
Mstep: Class 2 contains 70956 members 
Entering Unmasked Estep 
Score: -24784402.000000 Penalty: 5990.586914
	Iteration 127Q: 3 clusters Score -2.47844e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105002 members 
Mstep: Class 2 contains 70920 members 
Entering Unmasked Estep 
Score: -24784396.000000 Penalty: 5990.586914
	Iteration 128Q: 3 clusters Score -2.47844e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105044 members 
Mstep: Class 2 contains 70878 members 
Entering Unmasked Estep 
Score: -24784360.000000 Penalty: 5990.586914
	Iteration 129Q: 3 clusters Score -2.478436e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105098 members 
Mstep: Class 2 contains 70824 members 
Entering Unmasked Estep 
Score: -24784362.000000 Penalty: 5990.586914
	Iteration 130Q: 3 clusters Score -2.478436e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105137 members 
Mstep: Class 2 contains 70785 members 
Entering Unmasked Estep 
Score: -24784388.000000 Penalty: 5990.586914
	Iteration 131Q: 3 clusters Score -2.478439e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105181 members 
Mstep: Class 2 contains 70741 members 
Entering Unmasked Estep 
Score: -24784384.000000 Penalty: 5990.586914
	Iteration 132Q: 3 clusters Score -2.478438e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105226 members 
Mstep: Class 2 contains 70696 members 
Entering Unmasked Estep 
Score: -24784400.000000 Penalty: 5990.586914
	Iteration 133Q: 3 clusters Score -2.47844e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105272 members 
Mstep: Class 2 contains 70650 members 
Entering Unmasked Estep 
Score: -24784396.000000 Penalty: 5990.586914
	Iteration 134Q: 3 clusters Score -2.47844e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105329 members 
Mstep: Class 2 contains 70593 members 
Entering Unmasked Estep 
Score: -24784346.000000 Penalty: 5990.586914
	Iteration 135Q: 3 clusters Score -2.478435e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105377 members 
Mstep: Class 2 contains 70545 members 
Entering Unmasked Estep 
Score: -24784312.000000 Penalty: 5990.586914
	Iteration 136Q: 3 clusters Score -2.478431e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105418 members 
Mstep: Class 2 contains 70504 members 
Entering Unmasked Estep 
Score: -24784322.000000 Penalty: 5990.586914
	Iteration 137Q: 3 clusters Score -2.478432e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105470 members 
Mstep: Class 2 contains 70452 members 
Entering Unmasked Estep 
Score: -24784298.000000 Penalty: 5990.586914
	Iteration 138Q: 3 clusters Score -2.47843e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105525 members 
Mstep: Class 2 contains 70397 members 
Entering Unmasked Estep 
Score: -24784326.000000 Penalty: 5990.586914
	Iteration 139Q: 3 clusters Score -2.478433e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105594 members 
Mstep: Class 2 contains 70328 members 
Entering Unmasked Estep 
Score: -24784300.000000 Penalty: 5990.586914
	Iteration 140F: 3 clusters Score -2.47843e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105655 members 
Mstep: Class 2 contains 70267 members 
Entering Unmasked Estep 
Score: -24784300.000000 Penalty: 5990.586914
	Iteration 141Q: 3 clusters Score -2.47843e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105699 members 
Mstep: Class 2 contains 70223 members 
Entering Unmasked Estep 
Score: -24784282.000000 Penalty: 5990.586914
	Iteration 142Q: 3 clusters Score -2.478428e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105748 members 
Mstep: Class 2 contains 70174 members 
Entering Unmasked Estep 
Score: -24784278.000000 Penalty: 5990.586914
	Iteration 143Q: 3 clusters Score -2.478428e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105796 members 
Mstep: Class 2 contains 70126 members 
Entering Unmasked Estep 
Score: -24784288.000000 Penalty: 5990.586914
	Iteration 144Q: 3 clusters Score -2.478429e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105837 members 
Mstep: Class 2 contains 70085 members 
Entering Unmasked Estep 
Score: -24784272.000000 Penalty: 5990.586914
	Iteration 145Q: 3 clusters Score -2.478427e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105878 members 
Mstep: Class 2 contains 70044 members 
Entering Unmasked Estep 
Score: -24784272.000000 Penalty: 5990.586914
	Iteration 146Q: 3 clusters Score -2.478427e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105915 members 
Mstep: Class 2 contains 70007 members 
Entering Unmasked Estep 
Score: -24784272.000000 Penalty: 5990.586914
	Iteration 147Q: 3 clusters Score -2.478427e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105971 members 
Mstep: Class 2 contains 69951 members 
Entering Unmasked Estep 
Score: -24784284.000000 Penalty: 5990.586914
	Iteration 148Q: 3 clusters Score -2.478428e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106019 members 
Mstep: Class 2 contains 69903 members 
Entering Unmasked Estep 
Score: -24784302.000000 Penalty: 5990.586914
	Iteration 149Q: 3 clusters Score -2.47843e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106063 members 
Mstep: Class 2 contains 69859 members 
Entering Unmasked Estep 
Score: -24784302.000000 Penalty: 5990.586914
	Iteration 150Q: 3 clusters Score -2.47843e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106102 members 
Mstep: Class 2 contains 69820 members 
Entering Unmasked Estep 
Score: -24784312.000000 Penalty: 5990.586914
	Iteration 151Q: 3 clusters Score -2.478431e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106143 members 
Mstep: Class 2 contains 69779 members 
Entering Unmasked Estep 
Score: -24784296.000000 Penalty: 5990.586914
	Iteration 152Q: 3 clusters Score -2.47843e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106190 members 
Mstep: Class 2 contains 69732 members 
Entering Unmasked Estep 
Score: -24784302.000000 Penalty: 5990.586914
	Iteration 153Q: 3 clusters Score -2.47843e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106230 members 
Mstep: Class 2 contains 69692 members 
Entering Unmasked Estep 
Score: -24784314.000000 Penalty: 5990.586914
	Iteration 154Q: 3 clusters Score -2.478431e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106270 members 
Mstep: Class 2 contains 69652 members 
Entering Unmasked Estep 
Score: -24784330.000000 Penalty: 5990.586914
	Iteration 155Q: 3 clusters Score -2.478433e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106312 members 
Mstep: Class 2 contains 69610 members 
Entering Unmasked Estep 
Score: -24784338.000000 Penalty: 5990.586914
	Iteration 156Q: 3 clusters Score -2.478434e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106361 members 
Mstep: Class 2 contains 69561 members 
Entering Unmasked Estep 
Score: -24784324.000000 Penalty: 5990.586914
	Iteration 157Q: 3 clusters Score -2.478432e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106421 members 
Mstep: Class 2 contains 69501 members 
Entering Unmasked Estep 
Score: -24784328.000000 Penalty: 5990.586914
	Iteration 158Q: 3 clusters Score -2.478433e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106461 members 
Mstep: Class 2 contains 69461 members 
Entering Unmasked Estep 
Score: -24784312.000000 Penalty: 5990.586914
	Iteration 159Q: 3 clusters Score -2.478431e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106497 members 
Mstep: Class 2 contains 69425 members 
Entering Unmasked Estep 
Score: -24784286.000000 Penalty: 5990.586914
	Iteration 160F: 3 clusters Score -2.478429e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106545 members 
Mstep: Class 2 contains 69377 members 
Entering Unmasked Estep 
Score: -24784284.000000 Penalty: 5990.586914
	Iteration 161Q: 3 clusters Score -2.478428e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106590 members 
Mstep: Class 2 contains 69332 members 
Entering Unmasked Estep 
Score: -24784324.000000 Penalty: 5990.586914
	Iteration 162Q: 3 clusters Score -2.478432e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106637 members 
Mstep: Class 2 contains 69285 members 
Entering Unmasked Estep 
Score: -24784318.000000 Penalty: 5990.586914
	Iteration 163Q: 3 clusters Score -2.478432e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106676 members 
Mstep: Class 2 contains 69246 members 
Entering Unmasked Estep 
Score: -24784312.000000 Penalty: 5990.586914
	Iteration 164Q: 3 clusters Score -2.478431e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106704 members 
Mstep: Class 2 contains 69218 members 
Entering Unmasked Estep 
Score: -24784326.000000 Penalty: 5990.586914
	Iteration 165Q: 3 clusters Score -2.478433e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106727 members 
Mstep: Class 2 contains 69195 members 
Entering Unmasked Estep 
Score: -24784318.000000 Penalty: 5990.586914
	Iteration 166Q: 3 clusters Score -2.478432e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106758 members 
Mstep: Class 2 contains 69164 members 
Entering Unmasked Estep 
Score: -24784338.000000 Penalty: 5990.586914
	Iteration 167Q: 3 clusters Score -2.478434e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106785 members 
Mstep: Class 2 contains 69137 members 
Entering Unmasked Estep 
Score: -24784362.000000 Penalty: 5990.586914
	Iteration 168Q: 3 clusters Score -2.478436e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106808 members 
Mstep: Class 2 contains 69114 members 
Entering Unmasked Estep 
Score: -24784356.000000 Penalty: 5990.586914
	Iteration 169Q: 3 clusters Score -2.478436e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106822 members 
Mstep: Class 2 contains 69100 members 
Entering Unmasked Estep 
Score: -24784366.000000 Penalty: 5990.586914
	Iteration 170Q: 3 clusters Score -2.478437e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106833 members 
Mstep: Class 2 contains 69089 members 
Entering Unmasked Estep 
Score: -24784360.000000 Penalty: 5990.586914
	Iteration 171Q: 3 clusters Score -2.478436e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106843 members 
Mstep: Class 2 contains 69079 members 
Entering Unmasked Estep 
Score: -24784368.000000 Penalty: 5990.586914
	Iteration 172Q: 3 clusters Score -2.478437e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106857 members 
Mstep: Class 2 contains 69065 members 
Entering Unmasked Estep 
Score: -24784362.000000 Penalty: 5990.586914
	Iteration 173Q: 3 clusters Score -2.478436e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106867 members 
Mstep: Class 2 contains 69055 members 
Entering Unmasked Estep 
Score: -24784332.000000 Penalty: 5990.586914
	Iteration 174Q: 3 clusters Score -2.478433e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106876 members 
Mstep: Class 2 contains 69046 members 
Entering Unmasked Estep 
Score: -24784346.000000 Penalty: 5990.586914
	Iteration 175Q: 3 clusters Score -2.478435e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106884 members 
Mstep: Class 2 contains 69038 members 
Entering Unmasked Estep 
Score: -24784336.000000 Penalty: 5990.586914
	Iteration 176Q: 3 clusters Score -2.478434e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106892 members 
Mstep: Class 2 contains 69030 members 
Entering Unmasked Estep 
Score: -24784330.000000 Penalty: 5990.586914
	Iteration 177Q: 3 clusters Score -2.478433e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106900 members 
Mstep: Class 2 contains 69022 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -2.478433e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106906 members 
Mstep: Class 2 contains 69016 members 
Entering Unmasked Estep 
Score: -24784310.000000 Penalty: 5990.586914
	Iteration 179Q: 3 clusters Score -2.478431e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106917 members 
Mstep: Class 2 contains 69005 members 
Entering Unmasked Estep 
Score: -24784312.000000 Penalty: 5990.586914
	Iteration 180F: 3 clusters Score -2.478431e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106925 members 
Mstep: Class 2 contains 68997 members 
Entering Unmasked Estep 
Score: -24784312.000000 Penalty: 5990.586914
	Iteration 181Q: 3 clusters Score -2.478431e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106929 members 
Mstep: Class 2 contains 68993 members 
Entering Unmasked Estep 
Score: -24784304.000000 Penalty: 5990.586914
	Iteration 182Q: 3 clusters Score -2.47843e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106937 members 
Mstep: Class 2 contains 68985 members 
Entering Unmasked Estep 
Score: -24784302.000000 Penalty: 5990.586914
	Iteration 183Q: 3 clusters Score -2.47843e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106942 members 
Mstep: Class 2 contains 68980 members 
Entering Unmasked Estep 
Score: -24784300.000000 Penalty: 5990.586914
	Iteration 184Q: 3 clusters Score -2.47843e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106949 members 
Mstep: Class 2 contains 68973 members 
Entering Unmasked Estep 
Score: -24784296.000000 Penalty: 5990.586914
	Iteration 185Q: 3 clusters Score -2.47843e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106958 members 
Mstep: Class 2 contains 68964 members 
Entering Unmasked Estep 
Score: -24784302.000000 Penalty: 5990.586914
	Iteration 186Q: 3 clusters Score -2.47843e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106967 members 
Mstep: Class 2 contains 68955 members 
Entering Unmasked Estep 
Score: -24784300.000000 Penalty: 5990.586914
	Iteration 187Q: 3 clusters Score -2.47843e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106982 members 
Mstep: Class 2 contains 68940 members 
Entering Unmasked Estep 
Score: -24784324.000000 Penalty: 5990.586914
	Iteration 188Q: 3 clusters Score -2.478432e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106996 members 
Mstep: Class 2 contains 68926 members 
Entering Unmasked Estep 
Score: -24784316.000000 Penalty: 5990.586914
	Iteration 189Q: 3 clusters Score -2.478432e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107008 members 
Mstep: Class 2 contains 68914 members 
Entering Unmasked Estep 
Score: -24784308.000000 Penalty: 5990.586914
	Iteration 190Q: 3 clusters Score -2.478431e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107027 members 
Mstep: Class 2 contains 68895 members 
Entering Unmasked Estep 
Score: -24784314.000000 Penalty: 5990.586914
	Iteration 191Q: 3 clusters Score -2.478431e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107047 members 
Mstep: Class 2 contains 68875 members 
Entering Unmasked Estep 
Score: -24784324.000000 Penalty: 5990.586914
	Iteration 192Q: 3 clusters Score -2.478432e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107068 members 
Mstep: Class 2 contains 68854 members 
Entering Unmasked Estep 
Score: -24784336.000000 Penalty: 5990.586914
	Iteration 193Q: 3 clusters Score -2.478434e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107084 members 
Mstep: Class 2 contains 68838 members 
Entering Unmasked Estep 
Score: -24784344.000000 Penalty: 5990.586914
	Iteration 194Q: 3 clusters Score -2.478434e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107091 members 
Mstep: Class 2 contains 68831 members 
Entering Unmasked Estep 
Score: -24784342.000000 Penalty: 5990.586914
	Iteration 195Q: 3 clusters Score -2.478434e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107095 members 
Mstep: Class 2 contains 68827 members 
Entering Unmasked Estep 
Score: -24784352.000000 Penalty: 5990.586914
	Iteration 196Q: 3 clusters Score -2.478435e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107101 members 
Mstep: Class 2 contains 68821 members 
Entering Unmasked Estep 
Score: -24784346.000000 Penalty: 5990.586914
	Iteration 197Q: 3 clusters Score -2.478435e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107109 members 
Mstep: Class 2 contains 68813 members 
Entering Unmasked Estep 
Score: -24784350.000000 Penalty: 5990.586914
	Iteration 198Q: 3 clusters Score -2.478435e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107118 members 
Mstep: Class 2 contains 68804 members 
Entering Unmasked Estep 
Score: -24784336.000000 Penalty: 5990.586914
	Iteration 199Q: 3 clusters Score -2.478434e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107128 members 
Mstep: Class 2 contains 68794 members 
Entering Unmasked Estep 
Score: -24784340.000000 Penalty: 5990.586914
	Iteration 200F: 3 clusters Score -2.478434e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107137 members 
Mstep: Class 2 contains 68785 members 
Entering Unmasked Estep 
Score: -24784354.000000 Penalty: 5990.586914
	Iteration 201Q: 3 clusters Score -2.478435e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107145 members 
Mstep: Class 2 contains 68777 members 
Entering Unmasked Estep 
Score: -24784332.000000 Penalty: 5990.586914
	Iteration 202Q: 3 clusters Score -2.478433e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107152 members 
Mstep: Class 2 contains 68770 members 
Entering Unmasked Estep 
Score: -24784344.000000 Penalty: 5990.586914
	Iteration 203Q: 3 clusters Score -2.478434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107156 members 
Mstep: Class 2 contains 68766 members 
Entering Unmasked Estep 
Score: -24784330.000000 Penalty: 5990.586914
	Iteration 204Q: 3 clusters Score -2.478433e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107161 members 
Mstep: Class 2 contains 68761 members 
Entering Unmasked Estep 
Score: -24784344.000000 Penalty: 5990.586914
	Iteration 205Q: 3 clusters Score -2.478434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107165 members 
Mstep: Class 2 contains 68757 members 
Entering Unmasked Estep 
Score: -24784334.000000 Penalty: 5990.586914
	Iteration 206Q: 3 clusters Score -2.478433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107169 members 
Mstep: Class 2 contains 68753 members 
Entering Unmasked Estep 
Score: -24784332.000000 Penalty: 5990.586914
	Iteration 207Q: 3 clusters Score -2.478433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107173 members 
Mstep: Class 2 contains 68749 members 
Entering Unmasked Estep 
Score: -24784324.000000 Penalty: 5990.586914
	Iteration 208Q: 3 clusters Score -2.478432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107178 members 
Mstep: Class 2 contains 68744 members 
Entering Unmasked Estep 
Score: -24784336.000000 Penalty: 5990.586914
	Iteration 209Q: 3 clusters Score -2.478434e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107187 members 
Mstep: Class 2 contains 68735 members 
Entering Unmasked Estep 
Score: -24784298.000000 Penalty: 5990.586914
	Iteration 210Q: 3 clusters Score -2.47843e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107199 members 
Mstep: Class 2 contains 68723 members 
Entering Unmasked Estep 
Score: -24784316.000000 Penalty: 5990.586914
	Iteration 211Q: 3 clusters Score -2.478432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107206 members 
Mstep: Class 2 contains 68716 members 
Entering Unmasked Estep 
Score: -24784324.000000 Penalty: 5990.586914
	Iteration 212Q: 3 clusters Score -2.478432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107211 members 
Mstep: Class 2 contains 68711 members 
Entering Unmasked Estep 
Score: -24784330.000000 Penalty: 5990.586914
	Iteration 213Q: 3 clusters Score -2.478433e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107216 members 
Mstep: Class 2 contains 68706 members 
Entering Unmasked Estep 
Score: -24784336.000000 Penalty: 5990.586914
	Iteration 214Q: 3 clusters Score -2.478434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107222 members 
Mstep: Class 2 contains 68700 members 
Entering Unmasked Estep 
Score: -24784338.000000 Penalty: 5990.586914
	Iteration 215Q: 3 clusters Score -2.478434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107227 members 
Mstep: Class 2 contains 68695 members 
Entering Unmasked Estep 
Score: -24784328.000000 Penalty: 5990.586914
	Iteration 216Q: 3 clusters Score -2.478433e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107239 members 
Mstep: Class 2 contains 68683 members 
Entering Unmasked Estep 
Score: -24784342.000000 Penalty: 5990.586914
	Iteration 217Q: 3 clusters Score -2.478434e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107247 members 
Mstep: Class 2 contains 68675 members 
Entering Unmasked Estep 
Score: -24784336.000000 Penalty: 5990.586914
	Iteration 218Q: 3 clusters Score -2.478434e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107256 members 
Mstep: Class 2 contains 68666 members 
Entering Unmasked Estep 
Score: -24784330.000000 Penalty: 5990.586914
	Iteration 219Q: 3 clusters Score -2.478433e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107264 members 
Mstep: Class 2 contains 68658 members 
Entering Unmasked Estep 
Score: -24784330.000000 Penalty: 5990.586914
	Iteration 220F: 3 clusters Score -2.478433e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107269 members 
Mstep: Class 2 contains 68653 members 
Entering Unmasked Estep 
Score: -24784348.000000 Penalty: 5990.586914
	Iteration 221Q: 3 clusters Score -2.478435e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107276 members 
Mstep: Class 2 contains 68646 members 
Entering Unmasked Estep 
Score: -24784350.000000 Penalty: 5990.586914
	Iteration 222Q: 3 clusters Score -2.478435e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107281 members 
Mstep: Class 2 contains 68641 members 
Entering Unmasked Estep 
Score: -24784342.000000 Penalty: 5990.586914
	Iteration 223Q: 3 clusters Score -2.478434e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107288 members 
Mstep: Class 2 contains 68634 members 
Entering Unmasked Estep 
Score: -24784330.000000 Penalty: 5990.586914
	Iteration 224Q: 3 clusters Score -2.478433e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107291 members 
Mstep: Class 2 contains 68631 members 
Entering Unmasked Estep 
Score: -24784326.000000 Penalty: 5990.586914
	Iteration 225Q: 3 clusters Score -2.478433e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107297 members 
Mstep: Class 2 contains 68625 members 
Entering Unmasked Estep 
Score: -24784308.000000 Penalty: 5990.586914
	Iteration 226Q: 3 clusters Score -2.478431e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107299 members 
Mstep: Class 2 contains 68623 members 
Entering Unmasked Estep 
Score: -24784328.000000 Penalty: 5990.586914
	Iteration 227Q: 3 clusters Score -2.478433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107302 members 
Mstep: Class 2 contains 68620 members 
Entering Unmasked Estep 
Score: -24784306.000000 Penalty: 5990.586914
	Iteration 228Q: 3 clusters Score -2.478431e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107309 members 
Mstep: Class 2 contains 68613 members 
Entering Unmasked Estep 
Score: -24784314.000000 Penalty: 5990.586914
	Iteration 229Q: 3 clusters Score -2.478431e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107316 members 
Mstep: Class 2 contains 68606 members 
Entering Unmasked Estep 
Score: -24784320.000000 Penalty: 5990.586914
	Iteration 230Q: 3 clusters Score -2.478432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107322 members 
Mstep: Class 2 contains 68600 members 
Entering Unmasked Estep 
Score: -24784352.000000 Penalty: 5990.586914
	Iteration 231Q: 3 clusters Score -2.478435e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107327 members 
Mstep: Class 2 contains 68595 members 
Entering Unmasked Estep 
Score: -24784368.000000 Penalty: 5990.586914
	Iteration 232Q: 3 clusters Score -2.478437e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107332 members 
Mstep: Class 2 contains 68590 members 
Entering Unmasked Estep 
Score: -24784376.000000 Penalty: 5990.586914
	Iteration 233Q: 3 clusters Score -2.478438e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107339 members 
Mstep: Class 2 contains 68583 members 
Entering Unmasked Estep 
Score: -24784370.000000 Penalty: 5990.586914
	Iteration 234Q: 3 clusters Score -2.478437e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107352 members 
Mstep: Class 2 contains 68570 members 
Entering Unmasked Estep 
Score: -24784380.000000 Penalty: 5990.586914
	Iteration 235Q: 3 clusters Score -2.478438e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107363 members 
Mstep: Class 2 contains 68559 members 
Entering Unmasked Estep 
Score: -24784374.000000 Penalty: 5990.586914
	Iteration 236Q: 3 clusters Score -2.478437e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107374 members 
Mstep: Class 2 contains 68548 members 
Entering Unmasked Estep 
Score: -24784356.000000 Penalty: 5990.586914
	Iteration 237Q: 3 clusters Score -2.478436e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107390 members 
Mstep: Class 2 contains 68532 members 
Entering Unmasked Estep 
Score: -24784386.000000 Penalty: 5990.586914
	Iteration 238Q: 3 clusters Score -2.478439e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107401 members 
Mstep: Class 2 contains 68521 members 
Entering Unmasked Estep 
Score: -24784390.000000 Penalty: 5990.586914
	Iteration 239Q: 3 clusters Score -2.478439e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107412 members 
Mstep: Class 2 contains 68510 members 
Entering Unmasked Estep 
Score: -24784392.000000 Penalty: 5990.586914
	Iteration 240F: 3 clusters Score -2.478439e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107430 members 
Mstep: Class 2 contains 68492 members 
Entering Unmasked Estep 
Score: -24784390.000000 Penalty: 5990.586914
	Iteration 241Q: 3 clusters Score -2.478439e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107454 members 
Mstep: Class 2 contains 68468 members 
Entering Unmasked Estep 
Score: -24784404.000000 Penalty: 5990.586914
	Iteration 242Q: 3 clusters Score -2.47844e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107487 members 
Mstep: Class 2 contains 68435 members 
Entering Unmasked Estep 
Score: -24784404.000000 Penalty: 5990.586914
	Iteration 243Q: 3 clusters Score -2.47844e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107514 members 
Mstep: Class 2 contains 68408 members 
Entering Unmasked Estep 
Score: -24784408.000000 Penalty: 5990.586914
	Iteration 244Q: 3 clusters Score -2.478441e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107541 members 
Mstep: Class 2 contains 68381 members 
Entering Unmasked Estep 
Score: -24784402.000000 Penalty: 5990.586914
	Iteration 245Q: 3 clusters Score -2.47844e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107561 members 
Mstep: Class 2 contains 68361 members 
Entering Unmasked Estep 
Score: -24784392.000000 Penalty: 5990.586914
	Iteration 246Q: 3 clusters Score -2.478439e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107580 members 
Mstep: Class 2 contains 68342 members 
Entering Unmasked Estep 
Score: -24784408.000000 Penalty: 5990.586914
	Iteration 247Q: 3 clusters Score -2.478441e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107594 members 
Mstep: Class 2 contains 68328 members 
Entering Unmasked Estep 
Score: -24784384.000000 Penalty: 5990.586914
	Iteration 248Q: 3 clusters Score -2.478438e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107613 members 
Mstep: Class 2 contains 68309 members 
Entering Unmasked Estep 
Score: -24784368.000000 Penalty: 5990.586914
	Iteration 249Q: 3 clusters Score -2.478437e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107633 members 
Mstep: Class 2 contains 68289 members 
Entering Unmasked Estep 
Score: -24784372.000000 Penalty: 5990.586914
	Iteration 250Q: 3 clusters Score -2.478437e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107648 members 
Mstep: Class 2 contains 68274 members 
Entering Unmasked Estep 
Score: -24784374.000000 Penalty: 5990.586914
	Iteration 251Q: 3 clusters Score -2.478437e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107668 members 
Mstep: Class 2 contains 68254 members 
Entering Unmasked Estep 
Score: -24784362.000000 Penalty: 5990.586914
	Iteration 252Q: 3 clusters Score -2.478436e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107686 members 
Mstep: Class 2 contains 68236 members 
Entering Unmasked Estep 
Score: -24784396.000000 Penalty: 5990.586914
	Iteration 253Q: 3 clusters Score -2.47844e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107716 members 
Mstep: Class 2 contains 68206 members 
Entering Unmasked Estep 
Score: -24784380.000000 Penalty: 5990.586914
	Iteration 254Q: 3 clusters Score -2.478438e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107743 members 
Mstep: Class 2 contains 68179 members 
Entering Unmasked Estep 
Score: -24784370.000000 Penalty: 5990.586914
	Iteration 255Q: 3 clusters Score -2.478437e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107775 members 
Mstep: Class 2 contains 68147 members 
Entering Unmasked Estep 
Score: -24784370.000000 Penalty: 5990.586914
	Iteration 256Q: 3 clusters Score -2.478437e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107800 members 
Mstep: Class 2 contains 68122 members 
Entering Unmasked Estep 
Score: -24784384.000000 Penalty: 5990.586914
	Iteration 257Q: 3 clusters Score -2.478438e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107827 members 
Mstep: Class 2 contains 68095 members 
Entering Unmasked Estep 
Score: -24784374.000000 Penalty: 5990.586914
	Iteration 258Q: 3 clusters Score -2.478437e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107860 members 
Mstep: Class 2 contains 68062 members 
Entering Unmasked Estep 
Score: -24784380.000000 Penalty: 5990.586914
	Iteration 259Q: 3 clusters Score -2.478438e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107897 members 
Mstep: Class 2 contains 68025 members 
Entering Unmasked Estep 
Score: -24784384.000000 Penalty: 5990.586914
	Iteration 260F: 3 clusters Score -2.478438e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107941 members 
Mstep: Class 2 contains 67981 members 
Entering Unmasked Estep 
Score: -24784384.000000 Penalty: 5990.586914
	Iteration 261Q: 3 clusters Score -2.478438e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107978 members 
Mstep: Class 2 contains 67944 members 
Entering Unmasked Estep 
Score: -24784370.000000 Penalty: 5990.586914
	Iteration 262Q: 3 clusters Score -2.478437e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108010 members 
Mstep: Class 2 contains 67912 members 
Entering Unmasked Estep 
Score: -24784372.000000 Penalty: 5990.586914
	Iteration 263Q: 3 clusters Score -2.478437e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108040 members 
Mstep: Class 2 contains 67882 members 
Entering Unmasked Estep 
Score: -24784396.000000 Penalty: 5990.586914
	Iteration 264Q: 3 clusters Score -2.47844e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108074 members 
Mstep: Class 2 contains 67848 members 
Entering Unmasked Estep 
Score: -24784416.000000 Penalty: 5990.586914
	Iteration 265Q: 3 clusters Score -2.478442e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108101 members 
Mstep: Class 2 contains 67821 members 
Entering Unmasked Estep 
Score: -24784406.000000 Penalty: 5990.586914
	Iteration 266Q: 3 clusters Score -2.478441e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108121 members 
Mstep: Class 2 contains 67801 members 
Entering Unmasked Estep 
Score: -24784380.000000 Penalty: 5990.586914
	Iteration 267Q: 3 clusters Score -2.478438e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108135 members 
Mstep: Class 2 contains 67787 members 
Entering Unmasked Estep 
Score: -24784380.000000 Penalty: 5990.586914
	Iteration 268Q: 3 clusters Score -2.478438e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108149 members 
Mstep: Class 2 contains 67773 members 
Entering Unmasked Estep 
Score: -24784396.000000 Penalty: 5990.586914
	Iteration 269Q: 3 clusters Score -2.47844e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108170 members 
Mstep: Class 2 contains 67752 members 
Entering Unmasked Estep 
Score: -24784380.000000 Penalty: 5990.586914
	Iteration 270Q: 3 clusters Score -2.478438e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108195 members 
Mstep: Class 2 contains 67727 members 
Entering Unmasked Estep 
Score: -24784372.000000 Penalty: 5990.586914
	Iteration 271Q: 3 clusters Score -2.478437e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108214 members 
Mstep: Class 2 contains 67708 members 
Entering Unmasked Estep 
Score: -24784376.000000 Penalty: 5990.586914
	Iteration 272Q: 3 clusters Score -2.478438e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108228 members 
Mstep: Class 2 contains 67694 members 
Entering Unmasked Estep 
Score: -24784372.000000 Penalty: 5990.586914
	Iteration 273Q: 3 clusters Score -2.478437e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108241 members 
Mstep: Class 2 contains 67681 members 
Entering Unmasked Estep 
Score: -24784364.000000 Penalty: 5990.586914
	Iteration 274Q: 3 clusters Score -2.478436e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108246 members 
Mstep: Class 2 contains 67676 members 
Entering Unmasked Estep 
Score: -24784342.000000 Penalty: 5990.586914
	Iteration 275Q: 3 clusters Score -2.478434e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108253 members 
Mstep: Class 2 contains 67669 members 
Entering Unmasked Estep 
Score: -24784342.000000 Penalty: 5990.586914
	Iteration 276Q: 3 clusters Score -2.478434e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108258 members 
Mstep: Class 2 contains 67664 members 
Entering Unmasked Estep 
Score: -24784336.000000 Penalty: 5990.586914
	Iteration 277Q: 3 clusters Score -2.478434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108263 members 
Mstep: Class 2 contains 67659 members 
Entering Unmasked Estep 
Score: -24784330.000000 Penalty: 5990.586914
	Iteration 278Q: 3 clusters Score -2.478433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108266 members 
Mstep: Class 2 contains 67656 members 
Entering Unmasked Estep 
Score: -24784326.000000 Penalty: 5990.586914
	Iteration 279Q: 3 clusters Score -2.478433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108269 members 
Mstep: Class 2 contains 67653 members 
Entering Unmasked Estep 
Score: -24784324.000000 Penalty: 5990.586914
	Iteration 280F: 3 clusters Score -2.478432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108271 members 
Mstep: Class 2 contains 67651 members 
Entering Unmasked Estep 
Score: -24784338.000000 Penalty: 5990.586914
	Iteration 281Q: 3 clusters Score -2.478434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108275 members 
Mstep: Class 2 contains 67647 members 
Entering Unmasked Estep 
Score: -24784334.000000 Penalty: 5990.586914
	Iteration 282Q: 3 clusters Score -2.478433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108279 members 
Mstep: Class 2 contains 67643 members 
Entering Unmasked Estep 
Score: -24784330.000000 Penalty: 5990.586914
	Iteration 283Q: 3 clusters Score -2.478433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108283 members 
Mstep: Class 2 contains 67639 members 
Entering Unmasked Estep 
Score: -24784342.000000 Penalty: 5990.586914
	Iteration 284Q: 3 clusters Score -2.478434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108287 members 
Mstep: Class 2 contains 67635 members 
Entering Unmasked Estep 
Score: -24784328.000000 Penalty: 5990.586914
	Iteration 285Q: 3 clusters Score -2.478433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108292 members 
Mstep: Class 2 contains 67630 members 
Entering Unmasked Estep 
Score: -24784324.000000 Penalty: 5990.586914
	Iteration 286Q: 3 clusters Score -2.478432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108296 members 
Mstep: Class 2 contains 67626 members 
Entering Unmasked Estep 
Score: -24784340.000000 Penalty: 5990.586914
	Iteration 287Q: 3 clusters Score -2.478434e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108299 members 
Mstep: Class 2 contains 67623 members 
Entering Unmasked Estep 
Score: -24784342.000000 Penalty: 5990.586914
	Iteration 288Q: 3 clusters Score -2.478434e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108302 members 
Mstep: Class 2 contains 67620 members 
Entering Unmasked Estep 
Score: -24784346.000000 Penalty: 5990.586914
	Iteration 289Q: 3 clusters Score -2.478435e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108305 members 
Mstep: Class 2 contains 67617 members 
Entering Unmasked Estep 
Score: -24784348.000000 Penalty: 5990.586914
	Iteration 290Q: 3 clusters Score -2.478435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108307 members 
Mstep: Class 2 contains 67615 members 
Entering Unmasked Estep 
Score: -24784350.000000 Penalty: 5990.586914
	Iteration 291Q: 3 clusters Score -2.478435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108307 members 
Mstep: Class 2 contains 67615 members 
Entering Unmasked Estep 
Score: -24784350.000000 Penalty: 5990.586914
	Iteration 292F: 3 clusters Score -2.478435e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Entering Unmasked Estep 
Score: -1867783.625000 Penalty: 2351.282471
	Iteration 0F: 2 clusters Score -1867784 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 6533 members 
Entering Unmasked Estep 
Score: -1858160.875000 Penalty: 4702.564941
	Iteration 0F: 3 clusters Score -1858161 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1861070.000000 Penalty: 4702.564941
	Iteration 1F: 3 clusters Score -1861070 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1861379.000000 Penalty: 4702.564941
	Iteration 2F: 3 clusters Score -1861379 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1861580.250000 Penalty: 4702.564941
	Iteration 3Q: 3 clusters Score -1861580 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1861754.250000 Penalty: 4702.564941
	Iteration 4Q: 3 clusters Score -1861754 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1861904.625000 Penalty: 4702.564941
	Iteration 5Q: 3 clusters Score -1861905 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1862018.500000 Penalty: 4702.564941
	Iteration 6Q: 3 clusters Score -1862018 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1862121.125000 Penalty: 4702.564941
	Iteration 7Q: 3 clusters Score -1862121 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1862218.625000 Penalty: 4702.564941
	Iteration 8Q: 3 clusters Score -1862219 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1862321.625000 Penalty: 4702.564941
	Iteration 9Q: 3 clusters Score -1862322 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1862434.375000 Penalty: 4702.564941
	Iteration 10Q: 3 clusters Score -1862434 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1862572.500000 Penalty: 4702.564941
	Iteration 11Q: 3 clusters Score -1862572 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1862695.500000 Penalty: 4702.564941
	Iteration 12Q: 3 clusters Score -1862696 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1862843.000000 Penalty: 4702.564941
	Iteration 13Q: 3 clusters Score -1862843 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1863017.375000 Penalty: 4702.564941
	Iteration 14Q: 3 clusters Score -1863017 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1863216.250000 Penalty: 4702.564941
	Iteration 15Q: 3 clusters Score -1863216 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1863412.875000 Penalty: 4702.564941
	Iteration 16Q: 3 clusters Score -1863413 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1863643.625000 Penalty: 4702.564941
	Iteration 17Q: 3 clusters Score -1863644 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1863827.875000 Penalty: 4702.564941
	Iteration 18Q: 3 clusters Score -1863828 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1864031.250000 Penalty: 4702.564941
	Iteration 19Q: 3 clusters Score -1864031 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1864222.750000 Penalty: 4702.564941
	Iteration 20F: 3 clusters Score -1864223 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1864429.750000 Penalty: 4702.564941
	Iteration 21Q: 3 clusters Score -1864430 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1864613.500000 Penalty: 4702.564941
	Iteration 22Q: 3 clusters Score -1864614 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1864761.125000 Penalty: 4702.564941
	Iteration 23Q: 3 clusters Score -1864761 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1864876.500000 Penalty: 4702.564941
	Iteration 24Q: 3 clusters Score -1864876 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1864978.250000 Penalty: 4702.564941
	Iteration 25Q: 3 clusters Score -1864978 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1865053.000000 Penalty: 4702.564941
	Iteration 26Q: 3 clusters Score -1865053 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1865102.250000 Penalty: 4702.564941
	Iteration 27Q: 3 clusters Score -1865102 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1865147.875000 Penalty: 4702.564941
	Iteration 28Q: 3 clusters Score -1865148 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1865180.875000 Penalty: 4702.564941
	Iteration 29Q: 3 clusters Score -1865181 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1865218.750000 Penalty: 4702.564941
	Iteration 30Q: 3 clusters Score -1865219 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1865247.625000 Penalty: 4702.564941
	Iteration 31Q: 3 clusters Score -1865248 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1865280.125000 Penalty: 4702.564941
	Iteration 32Q: 3 clusters Score -1865280 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1865310.250000 Penalty: 4702.564941
	Iteration 33Q: 3 clusters Score -1865310 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1865350.125000 Penalty: 4702.564941
	Iteration 34Q: 3 clusters Score -1865350 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1865386.375000 Penalty: 4702.564941
	Iteration 35Q: 3 clusters Score -1865386 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1865429.750000 Penalty: 4702.564941
	Iteration 36Q: 3 clusters Score -1865430 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1865459.875000 Penalty: 4702.564941
	Iteration 37Q: 3 clusters Score -1865460 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1865482.875000 Penalty: 4702.564941
	Iteration 38Q: 3 clusters Score -1865483 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1865503.375000 Penalty: 4702.564941
	Iteration 39Q: 3 clusters Score -1865503 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1865522.875000 Penalty: 4702.564941
	Iteration 40F: 3 clusters Score -1865523 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1865535.125000 Penalty: 4702.564941
	Iteration 41Q: 3 clusters Score -1865535 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1865551.625000 Penalty: 4702.564941
	Iteration 42Q: 3 clusters Score -1865552 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1865565.625000 Penalty: 4702.564941
	Iteration 43Q: 3 clusters Score -1865566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1865571.500000 Penalty: 4702.564941
	Iteration 44Q: 3 clusters Score -1865572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1865576.250000 Penalty: 4702.564941
	Iteration 45Q: 3 clusters Score -1865576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1865577.750000 Penalty: 4702.564941
	Iteration 46Q: 3 clusters Score -1865578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1865579.125000 Penalty: 4702.564941
	Iteration 47Q: 3 clusters Score -1865579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1865580.000000 Penalty: 4702.564941
	Iteration 48Q: 3 clusters Score -1865580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1865586.000000 Penalty: 4702.564941
	Iteration 49Q: 3 clusters Score -1865586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1865585.500000 Penalty: 4702.564941
	Iteration 50Q: 3 clusters Score -1865586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1865589.125000 Penalty: 4702.564941
	Iteration 51Q: 3 clusters Score -1865589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1865590.875000 Penalty: 4702.564941
	Iteration 52Q: 3 clusters Score -1865591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1865593.375000 Penalty: 4702.564941
	Iteration 53Q: 3 clusters Score -1865593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1865595.250000 Penalty: 4702.564941
	Iteration 54Q: 3 clusters Score -1865595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1865600.375000 Penalty: 4702.564941
	Iteration 55Q: 3 clusters Score -1865600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1865599.875000 Penalty: 4702.564941
	Iteration 56Q: 3 clusters Score -1865600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1865605.875000 Penalty: 4702.564941
	Iteration 57Q: 3 clusters Score -1865606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1865604.750000 Penalty: 4702.564941
	Iteration 58Q: 3 clusters Score -1865605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1865606.625000 Penalty: 4702.564941
	Iteration 59Q: 3 clusters Score -1865607 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1865614.875000 Penalty: 4702.564941
	Iteration 60F: 3 clusters Score -1865615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1865616.250000 Penalty: 4702.564941
	Iteration 61Q: 3 clusters Score -1865616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1865627.125000 Penalty: 4702.564941
	Iteration 62Q: 3 clusters Score -1865627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1865632.625000 Penalty: 4702.564941
	Iteration 63Q: 3 clusters Score -1865633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1865638.875000 Penalty: 4702.564941
	Iteration 64Q: 3 clusters Score -1865639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1865644.625000 Penalty: 4702.564941
	Iteration 65Q: 3 clusters Score -1865645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1865650.000000 Penalty: 4702.564941
	Iteration 66Q: 3 clusters Score -1865650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1865654.500000 Penalty: 4702.564941
	Iteration 67Q: 3 clusters Score -1865654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1865659.750000 Penalty: 4702.564941
	Iteration 68Q: 3 clusters Score -1865660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1865659.000000 Penalty: 4702.564941
	Iteration 69Q: 3 clusters Score -1865659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1865662.250000 Penalty: 4702.564941
	Iteration 70Q: 3 clusters Score -1865662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1865667.250000 Penalty: 4702.564941
	Iteration 71Q: 3 clusters Score -1865667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1865668.750000 Penalty: 4702.564941
	Iteration 72Q: 3 clusters Score -1865669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1865668.625000 Penalty: 4702.564941
	Iteration 73Q: 3 clusters Score -1865669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1865669.875000 Penalty: 4702.564941
	Iteration 74Q: 3 clusters Score -1865670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1865673.750000 Penalty: 4702.564941
	Iteration 75Q: 3 clusters Score -1865674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1865675.125000 Penalty: 4702.564941
	Iteration 76Q: 3 clusters Score -1865675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1865679.250000 Penalty: 4702.564941
	Iteration 77Q: 3 clusters Score -1865679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1865680.750000 Penalty: 4702.564941
	Iteration 78Q: 3 clusters Score -1865681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1865684.125000 Penalty: 4702.564941
	Iteration 79Q: 3 clusters Score -1865684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1865688.000000 Penalty: 4702.564941
	Iteration 80F: 3 clusters Score -1865688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1865691.375000 Penalty: 4702.564941
	Iteration 81Q: 3 clusters Score -1865691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1865702.125000 Penalty: 4702.564941
	Iteration 82Q: 3 clusters Score -1865702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1865704.750000 Penalty: 4702.564941
	Iteration 83Q: 3 clusters Score -1865705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1865708.125000 Penalty: 4702.564941
	Iteration 84Q: 3 clusters Score -1865708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1865709.875000 Penalty: 4702.564941
	Iteration 85Q: 3 clusters Score -1865710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1865711.625000 Penalty: 4702.564941
	Iteration 86Q: 3 clusters Score -1865712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1865713.750000 Penalty: 4702.564941
	Iteration 87Q: 3 clusters Score -1865714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1865712.500000 Penalty: 4702.564941
	Iteration 88Q: 3 clusters Score -1865712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1865712.500000 Penalty: 4702.564941
	Iteration 89F: 3 clusters Score -1865712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Entering Unmasked Estep 
Score: -2557865.250000 Penalty: 2431.446289
	Iteration 0F: 2 clusters Score -2557865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -2545055.250000 Penalty: 4862.892578
	Iteration 0F: 3 clusters Score -2545055 nChanged 7835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -2549227.500000 Penalty: 4862.892578
	Iteration 1F: 3 clusters Score -2549228 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -2549613.000000 Penalty: 4862.892578
	Iteration 2F: 3 clusters Score -2549613 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -2549979.500000 Penalty: 4862.892578
	Iteration 3F: 3 clusters Score -2549980 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -2550337.000000 Penalty: 4862.892578
	Iteration 4Q: 3 clusters Score -2550337 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2550635.500000 Penalty: 4862.892578
	Iteration 5Q: 3 clusters Score -2550636 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -2550959.750000 Penalty: 4862.892578
	Iteration 6Q: 3 clusters Score -2550960 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -2551365.000000 Penalty: 4862.892578
	Iteration 7Q: 3 clusters Score -2551365 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -2551914.500000 Penalty: 4862.892578
	Iteration 8Q: 3 clusters Score -2551914 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -2552573.000000 Penalty: 4862.892578
	Iteration 9F: 3 clusters Score -2552573 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -2553254.000000 Penalty: 4862.892578
	Iteration 10Q: 3 clusters Score -2553254 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2553815.250000 Penalty: 4862.892578
	Iteration 11Q: 3 clusters Score -2553815 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -2554287.250000 Penalty: 4862.892578
	Iteration 12Q: 3 clusters Score -2554287 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -2554612.000000 Penalty: 4862.892578
	Iteration 13Q: 3 clusters Score -2554612 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2554826.250000 Penalty: 4862.892578
	Iteration 14Q: 3 clusters Score -2554826 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -2555003.000000 Penalty: 4862.892578
	Iteration 15Q: 3 clusters Score -2555003 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -2555145.750000 Penalty: 4862.892578
	Iteration 16Q: 3 clusters Score -2555146 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -2555253.000000 Penalty: 4862.892578
	Iteration 17Q: 3 clusters Score -2555253 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -2555338.250000 Penalty: 4862.892578
	Iteration 18Q: 3 clusters Score -2555338 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -2555387.250000 Penalty: 4862.892578
	Iteration 19Q: 3 clusters Score -2555387 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -2555443.000000 Penalty: 4862.892578
	Iteration 20F: 3 clusters Score -2555443 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -2555495.750000 Penalty: 4862.892578
	Iteration 21Q: 3 clusters Score -2555496 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -2555534.000000 Penalty: 4862.892578
	Iteration 22Q: 3 clusters Score -2555534 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -2555572.500000 Penalty: 4862.892578
	Iteration 23Q: 3 clusters Score -2555572 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -2555610.750000 Penalty: 4862.892578
	Iteration 24Q: 3 clusters Score -2555611 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -2555639.750000 Penalty: 4862.892578
	Iteration 25Q: 3 clusters Score -2555640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -2555656.250000 Penalty: 4862.892578
	Iteration 26Q: 3 clusters Score -2555656 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -2555678.500000 Penalty: 4862.892578
	Iteration 27Q: 3 clusters Score -2555678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -2555688.750000 Penalty: 4862.892578
	Iteration 28Q: 3 clusters Score -2555689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -2555703.250000 Penalty: 4862.892578
	Iteration 29Q: 3 clusters Score -2555703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -2555703.500000 Penalty: 4862.892578
	Iteration 30Q: 3 clusters Score -2555704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -2555706.000000 Penalty: 4862.892578
	Iteration 31Q: 3 clusters Score -2555706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -2555711.250000 Penalty: 4862.892578
	Iteration 32Q: 3 clusters Score -2555711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -2555719.250000 Penalty: 4862.892578
	Iteration 33Q: 3 clusters Score -2555719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -2555721.750000 Penalty: 4862.892578
	Iteration 34Q: 3 clusters Score -2555722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -2555732.000000 Penalty: 4862.892578
	Iteration 35Q: 3 clusters Score -2555732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -2555747.500000 Penalty: 4862.892578
	Iteration 36Q: 3 clusters Score -2555748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -2555749.750000 Penalty: 4862.892578
	Iteration 37Q: 3 clusters Score -2555750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -2555749.000000 Penalty: 4862.892578
	Iteration 38Q: 3 clusters Score -2555749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -2555749.000000 Penalty: 4862.892578
	Iteration 39F: 3 clusters Score -2555749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (167316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167316 members 
Entering Unmasked Estep 
Score: -23408674.000000 Penalty: 2982.854492
	Iteration 0F: 2 clusters Score -2.340867e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83629 members 
Mstep: Class 2 contains 83687 members 
Entering Unmasked Estep 
Score: -23303772.000000 Penalty: 5965.708984
	Iteration 0F: 3 clusters Score -2.330377e+07 nChanged 79851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82268 members 
Mstep: Class 2 contains 85048 members 
Entering Unmasked Estep 
Score: -23351842.000000 Penalty: 5965.708984
	Iteration 1F: 3 clusters Score -2.335184e+07 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81262 members 
Mstep: Class 2 contains 86054 members 
Entering Unmasked Estep 
Score: -23353934.000000 Penalty: 5965.708984
	Iteration 2Q: 3 clusters Score -2.335393e+07 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79540 members 
Mstep: Class 2 contains 87776 members 
Entering Unmasked Estep 
Score: -23356818.000000 Penalty: 5965.708984
	Iteration 3Q: 3 clusters Score -2.335682e+07 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76622 members 
Mstep: Class 2 contains 90694 members 
Entering Unmasked Estep 
Score: -23360768.000000 Penalty: 5965.708984
	Iteration 4Q: 3 clusters Score -2.336077e+07 nChanged 9993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71979 members 
Mstep: Class 2 contains 95337 members 
Entering Unmasked Estep 
Score: -23366578.000000 Penalty: 5965.708984
	Iteration 5F: 3 clusters Score -2.336658e+07 nChanged 11410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65399 members 
Mstep: Class 2 contains 101917 members 
Entering Unmasked Estep 
Score: -23375060.000000 Penalty: 5965.708984
	Iteration 6F: 3 clusters Score -2.337506e+07 nChanged 12147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57700 members 
Mstep: Class 2 contains 109616 members 
Entering Unmasked Estep 
Score: -23385230.000000 Penalty: 5965.708984
	Iteration 7F: 3 clusters Score -2.338523e+07 nChanged 10862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50770 members 
Mstep: Class 2 contains 116546 members 
Entering Unmasked Estep 
Score: -23393140.000000 Penalty: 5965.708984
	Iteration 8F: 3 clusters Score -2.339314e+07 nChanged 8285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44979 members 
Mstep: Class 2 contains 122337 members 
Entering Unmasked Estep 
Score: -23397664.000000 Penalty: 5965.708984
	Iteration 9Q: 3 clusters Score -2.339766e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40140 members 
Mstep: Class 2 contains 127176 members 
Entering Unmasked Estep 
Score: -23399714.000000 Penalty: 5965.708984
	Iteration 10Q: 3 clusters Score -2.339971e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 131538 members 
Entering Unmasked Estep 
Score: -23401342.000000 Penalty: 5965.708984
	Iteration 11Q: 3 clusters Score -2.340134e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 135476 members 
Entering Unmasked Estep 
Score: -23402606.000000 Penalty: 5965.708984
	Iteration 12Q: 3 clusters Score -2.340261e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 138987 members 
Entering Unmasked Estep 
Score: -23404072.000000 Penalty: 5965.708984
	Iteration 13Q: 3 clusters Score -2.340407e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 142123 members 
Entering Unmasked Estep 
Score: -23405554.000000 Penalty: 5965.708984
	Iteration 14Q: 3 clusters Score -2.340555e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 144772 members 
Entering Unmasked Estep 
Score: -23406648.000000 Penalty: 5965.708984
	Iteration 15Q: 3 clusters Score -2.340665e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 147090 members 
Entering Unmasked Estep 
Score: -23407508.000000 Penalty: 5965.708984
	Iteration 16Q: 3 clusters Score -2.340751e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 148873 members 
Entering Unmasked Estep 
Score: -23408322.000000 Penalty: 5965.708984
	Iteration 17Q: 3 clusters Score -2.340832e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 150329 members 
Entering Unmasked Estep 
Score: -23408854.000000 Penalty: 5965.708984
	Iteration 18Q: 3 clusters Score -2.340885e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 151533 members 
Entering Unmasked Estep 
Score: -23409022.000000 Penalty: 5965.708984
	Iteration 19Q: 3 clusters Score -2.340902e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 152498 members 
Entering Unmasked Estep 
Score: -23409248.000000 Penalty: 5965.708984
	Iteration 20F: 3 clusters Score -2.340925e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 153352 members 
Entering Unmasked Estep 
Score: -23409344.000000 Penalty: 5965.708984
	Iteration 21Q: 3 clusters Score -2.340934e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 154041 members 
Entering Unmasked Estep 
Score: -23409410.000000 Penalty: 5965.708984
	Iteration 22Q: 3 clusters Score -2.340941e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 154612 members 
Entering Unmasked Estep 
Score: -23409398.000000 Penalty: 5965.708984
	Iteration 23Q: 3 clusters Score -2.34094e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 155077 members 
Entering Unmasked Estep 
Score: -23409578.000000 Penalty: 5965.708984
	Iteration 24Q: 3 clusters Score -2.340958e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 155489 members 
Entering Unmasked Estep 
Score: -23409622.000000 Penalty: 5965.708984
	Iteration 25Q: 3 clusters Score -2.340962e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 155808 members 
Entering Unmasked Estep 
Score: -23409700.000000 Penalty: 5965.708984
	Iteration 26Q: 3 clusters Score -2.34097e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 156066 members 
Entering Unmasked Estep 
Score: -23409748.000000 Penalty: 5965.708984
	Iteration 27Q: 3 clusters Score -2.340975e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 156296 members 
Entering Unmasked Estep 
Score: -23409806.000000 Penalty: 5965.708984
	Iteration 28Q: 3 clusters Score -2.340981e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 156488 members 
Entering Unmasked Estep 
Score: -23409896.000000 Penalty: 5965.708984
	Iteration 29Q: 3 clusters Score -2.34099e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 156681 members 
Entering Unmasked Estep 
Score: -23409878.000000 Penalty: 5965.708984
	Iteration 30Q: 3 clusters Score -2.340988e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 156845 members 
Entering Unmasked Estep 
Score: -23409918.000000 Penalty: 5965.708984
	Iteration 31Q: 3 clusters Score -2.340992e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 156982 members 
Entering Unmasked Estep 
Score: -23409918.000000 Penalty: 5965.708984
	Iteration 32Q: 3 clusters Score -2.340992e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 157111 members 
Entering Unmasked Estep 
Score: -23409918.000000 Penalty: 5965.708984
	Iteration 33Q: 3 clusters Score -2.340992e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 157217 members 
Entering Unmasked Estep 
Score: -23409926.000000 Penalty: 5965.708984
	Iteration 34Q: 3 clusters Score -2.340993e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 157300 members 
Entering Unmasked Estep 
Score: -23409900.000000 Penalty: 5965.708984
	Iteration 35Q: 3 clusters Score -2.34099e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 157382 members 
Entering Unmasked Estep 
Score: -23409890.000000 Penalty: 5965.708984
	Iteration 36Q: 3 clusters Score -2.340989e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 157452 members 
Entering Unmasked Estep 
Score: -23409880.000000 Penalty: 5965.708984
	Iteration 37Q: 3 clusters Score -2.340988e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 157513 members 
Entering Unmasked Estep 
Score: -23409874.000000 Penalty: 5965.708984
	Iteration 38Q: 3 clusters Score -2.340987e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 157572 members 
Entering Unmasked Estep 
Score: -23409852.000000 Penalty: 5965.708984
	Iteration 39Q: 3 clusters Score -2.340985e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 157636 members 
Entering Unmasked Estep 
Score: -23409866.000000 Penalty: 5965.708984
	Iteration 40F: 3 clusters Score -2.340987e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 157684 members 
Entering Unmasked Estep 
Score: -23409840.000000 Penalty: 5965.708984
	Iteration 41Q: 3 clusters Score -2.340984e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 157724 members 
Entering Unmasked Estep 
Score: -23409824.000000 Penalty: 5965.708984
	Iteration 42Q: 3 clusters Score -2.340982e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 157754 members 
Entering Unmasked Estep 
Score: -23409842.000000 Penalty: 5965.708984
	Iteration 43Q: 3 clusters Score -2.340984e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 157776 members 
Entering Unmasked Estep 
Score: -23409838.000000 Penalty: 5965.708984
	Iteration 44Q: 3 clusters Score -2.340984e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 157794 members 
Entering Unmasked Estep 
Score: -23409862.000000 Penalty: 5965.708984
	Iteration 45Q: 3 clusters Score -2.340986e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 157810 members 
Entering Unmasked Estep 
Score: -23409870.000000 Penalty: 5965.708984
	Iteration 46Q: 3 clusters Score -2.340987e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 157824 members 
Entering Unmasked Estep 
Score: -23409858.000000 Penalty: 5965.708984
	Iteration 47Q: 3 clusters Score -2.340986e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 157836 members 
Entering Unmasked Estep 
Score: -23409856.000000 Penalty: 5965.708984
	Iteration 48Q: 3 clusters Score -2.340986e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 157850 members 
Entering Unmasked Estep 
Score: -23409844.000000 Penalty: 5965.708984
	Iteration 49Q: 3 clusters Score -2.340984e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 157870 members 
Entering Unmasked Estep 
Score: -23409866.000000 Penalty: 5965.708984
	Iteration 50Q: 3 clusters Score -2.340987e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 157892 members 
Entering Unmasked Estep 
Score: -23409870.000000 Penalty: 5965.708984
	Iteration 51Q: 3 clusters Score -2.340987e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 157909 members 
Entering Unmasked Estep 
Score: -23409886.000000 Penalty: 5965.708984
	Iteration 52Q: 3 clusters Score -2.340989e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 157928 members 
Entering Unmasked Estep 
Score: -23409858.000000 Penalty: 5965.708984
	Iteration 53Q: 3 clusters Score -2.340986e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 157940 members 
Entering Unmasked Estep 
Score: -23409846.000000 Penalty: 5965.708984
	Iteration 54Q: 3 clusters Score -2.340985e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 157947 members 
Entering Unmasked Estep 
Score: -23409850.000000 Penalty: 5965.708984
	Iteration 55Q: 3 clusters Score -2.340985e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 157953 members 
Entering Unmasked Estep 
Score: -23409872.000000 Penalty: 5965.708984
	Iteration 56Q: 3 clusters Score -2.340987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 157957 members 
Entering Unmasked Estep 
Score: -23409866.000000 Penalty: 5965.708984
	Iteration 57Q: 3 clusters Score -2.340987e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 157962 members 
Entering Unmasked Estep 
Score: -23409868.000000 Penalty: 5965.708984
	Iteration 58Q: 3 clusters Score -2.340987e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 157967 members 
Entering Unmasked Estep 
Score: -23409862.000000 Penalty: 5965.708984
	Iteration 59Q: 3 clusters Score -2.340986e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 157967 members 
Entering Unmasked Estep 
Score: -23409862.000000 Penalty: 5965.708984
	Iteration 60F: 3 clusters Score -2.340986e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27485 members 
Mstep: Class 4 contains 10022 members 
Mstep: Class 5 contains 472 members 
Mstep: Class 6 contains 120353 members 
Mstep: Class 7 contains 16129 members 
Mstep: Class 8 contains 127113 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4562 members 
Mstep: Class 11 contains 2055 members 
Mstep: Class 12 contains 168501 members 
Mstep: Class 13 contains 67216 members 
Mstep: Class 14 contains 18857 members 
Mstep: Class 15 contains 16089 members 
Mstep: Class 16 contains 175922 members 
Mstep: Class 17 contains 13108 members 
Mstep: Class 18 contains 18110 members 
Mstep: Class 19 contains 9349 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 867 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 538 members 
Mstep: Class 25 contains 157967 members 
Entering Unmasked Estep 
Score: -132688560.000000 Penalty: 85410.039062
Splitting cluster 19 changes total score from -132686560.000000 to -132688560.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 20 (3930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Entering Unmasked Estep 
Score: -541970.687500 Penalty: 2052.545898
	Iteration 0F: 2 clusters Score -541970.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -538124.000000 Penalty: 4105.091797
	Iteration 0F: 3 clusters Score -538124 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -538962.062500 Penalty: 4105.091797
	Iteration 1F: 3 clusters Score -538962.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -539174.500000 Penalty: 4105.091797
	Iteration 2F: 3 clusters Score -539174.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -539309.187500 Penalty: 4105.091797
	Iteration 3F: 3 clusters Score -539309.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -539399.437500 Penalty: 4105.091797
	Iteration 4Q: 3 clusters Score -539399.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -539475.187500 Penalty: 4105.091797
	Iteration 5Q: 3 clusters Score -539475.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -539550.437500 Penalty: 4105.091797
	Iteration 6Q: 3 clusters Score -539550.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -539617.312500 Penalty: 4105.091797
	Iteration 7Q: 3 clusters Score -539617.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -539694.250000 Penalty: 4105.091797
	Iteration 8Q: 3 clusters Score -539694.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -539780.437500 Penalty: 4105.091797
	Iteration 9Q: 3 clusters Score -539780.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -539870.250000 Penalty: 4105.091797
	Iteration 10Q: 3 clusters Score -539870.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -539997.437500 Penalty: 4105.091797
	Iteration 11Q: 3 clusters Score -539997.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -540223.375000 Penalty: 4105.091797
	Iteration 12Q: 3 clusters Score -540223.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -540523.000000 Penalty: 4105.091797
	Iteration 13Q: 3 clusters Score -540523 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -540826.437500 Penalty: 4105.091797
	Iteration 14F: 3 clusters Score -540826.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -541066.437500 Penalty: 4105.091797
	Iteration 15Q: 3 clusters Score -541066.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -541223.000000 Penalty: 4105.091797
	Iteration 16Q: 3 clusters Score -541223 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -541295.812500 Penalty: 4105.091797
	Iteration 17Q: 3 clusters Score -541295.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -541329.125000 Penalty: 4105.091797
	Iteration 18Q: 3 clusters Score -541329.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -541342.625000 Penalty: 4105.091797
	Iteration 19Q: 3 clusters Score -541342.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -541344.937500 Penalty: 4105.091797
	Iteration 20F: 3 clusters Score -541344.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -541347.375000 Penalty: 4105.091797
	Iteration 21Q: 3 clusters Score -541347.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -541347.562500 Penalty: 4105.091797
	Iteration 22Q: 3 clusters Score -541347.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -541348.500000 Penalty: 4105.091797
	Iteration 23Q: 3 clusters Score -541348.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -541348.375000 Penalty: 4105.091797
	Iteration 24Q: 3 clusters Score -541348.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -541348.812500 Penalty: 4105.091797
	Iteration 25Q: 3 clusters Score -541348.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -541350.187500 Penalty: 4105.091797
	Iteration 26Q: 3 clusters Score -541350.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -541350.500000 Penalty: 4105.091797
	Iteration 27Q: 3 clusters Score -541350.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -541349.875000 Penalty: 4105.091797
	Iteration 28Q: 3 clusters Score -541349.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -541351.750000 Penalty: 4105.091797
	Iteration 29Q: 3 clusters Score -541351.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -541353.312500 Penalty: 4105.091797
	Iteration 30Q: 3 clusters Score -541353.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -541353.125000 Penalty: 4105.091797
	Iteration 31Q: 3 clusters Score -541353.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -541353.125000 Penalty: 4105.091797
	Iteration 32F: 3 clusters Score -541353.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Entering Unmasked Estep 
Score: -98496.898438 Penalty: 1677.729614
	Iteration 0F: 2 clusters Score -98496.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -96838.593750 Penalty: 3355.459229
	Iteration 0F: 3 clusters Score -96838.59 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -97465.820312 Penalty: 3355.459229
	Iteration 1F: 3 clusters Score -97465.82 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -97766.156250 Penalty: 3355.459229
	Iteration 2F: 3 clusters Score -97766.16 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -97987.968750 Penalty: 3355.459229
	Iteration 3F: 3 clusters Score -97987.97 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -98291.453125 Penalty: 3355.459229
	Iteration 4F: 3 clusters Score -98291.45 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -98856.007812 Penalty: 3355.459229
	Iteration 5F: 3 clusters Score -98856.01 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -99314.906250 Penalty: 3355.459229
	Iteration 6F: 3 clusters Score -99314.91 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -99749.781250 Penalty: 3355.459229
	Iteration 7F: 3 clusters Score -99749.78 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -100187.585938 Penalty: 3355.459229
	Iteration 8Q: 3 clusters Score -100187.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -100686.039062 Penalty: 3355.459229
	Iteration 9Q: 3 clusters Score -100686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -100710.429688 Penalty: 3355.459229
	Iteration 10Q: 3 clusters Score -100710.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -100717.390625 Penalty: 3355.459229
	Iteration 11Q: 3 clusters Score -100717.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -100732.484375 Penalty: 3355.459229
	Iteration 12Q: 3 clusters Score -100732.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -100741.054688 Penalty: 3355.459229
	Iteration 13Q: 3 clusters Score -100741.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -100749.578125 Penalty: 3355.459229
	Iteration 14Q: 3 clusters Score -100749.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -100752.757812 Penalty: 3355.459229
	Iteration 15Q: 3 clusters Score -100752.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -100760.882812 Penalty: 3355.459229
	Iteration 16F: 3 clusters Score -100760.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -100800.414062 Penalty: 3355.459229
	Iteration 17Q: 3 clusters Score -100800.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -100834.140625 Penalty: 3355.459229
	Iteration 18Q: 3 clusters Score -100834.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -100860.679688 Penalty: 3355.459229
	Iteration 19Q: 3 clusters Score -100860.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -100878.843750 Penalty: 3355.459229
	Iteration 20F: 3 clusters Score -100878.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -100887.625000 Penalty: 3355.459229
	Iteration 21Q: 3 clusters Score -100887.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -100898.125000 Penalty: 3355.459229
	Iteration 22Q: 3 clusters Score -100898.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -100910.281250 Penalty: 3355.459229
	Iteration 23Q: 3 clusters Score -100910.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -100934.664062 Penalty: 3355.459229
	Iteration 24Q: 3 clusters Score -100934.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -100947.703125 Penalty: 3355.459229
	Iteration 25Q: 3 clusters Score -100947.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -100972.703125 Penalty: 3355.459229
	Iteration 26Q: 3 clusters Score -100972.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -100994.875000 Penalty: 3355.459229
	Iteration 27Q: 3 clusters Score -100994.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -101009.562500 Penalty: 3355.459229
	Iteration 28Q: 3 clusters Score -101009.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -101023.203125 Penalty: 3355.459229
	Iteration 29Q: 3 clusters Score -101023.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -101024.828125 Penalty: 3355.459229
	Iteration 30Q: 3 clusters Score -101024.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -101024.828125 Penalty: 3355.459229
	Iteration 31F: 3 clusters Score -101024.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27485 members 
Mstep: Class 4 contains 10022 members 
Mstep: Class 5 contains 472 members 
Mstep: Class 6 contains 120353 members 
Mstep: Class 7 contains 16129 members 
Mstep: Class 8 contains 127113 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4562 members 
Mstep: Class 11 contains 2055 members 
Mstep: Class 12 contains 168501 members 
Mstep: Class 13 contains 67216 members 
Mstep: Class 14 contains 18857 members 
Mstep: Class 15 contains 16089 members 
Mstep: Class 16 contains 175922 members 
Mstep: Class 17 contains 13108 members 
Mstep: Class 18 contains 18110 members 
Mstep: Class 19 contains 9349 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 434 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 538 members 
Mstep: Class 25 contains 157967 members 
Mstep: Class 26 contains 433 members 
Entering Unmasked Estep 
Score: -132689360.000000 Penalty: 88826.445312
Splitting cluster 21 changes total score from -132686560.000000 to -132689360.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 22 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -36803.550781 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -36803.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -35582.734375 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -35582.73 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -35897.492188 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -35897.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -35969.730469 Penalty: 2913.965820
	Iteration 2F: 3 clusters Score -35969.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -36006.488281 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -36006.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -36068.082031 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -36068.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -36119.617188 Penalty: 2913.965820
	Iteration 5Q: 3 clusters Score -36119.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -36166.328125 Penalty: 2913.965820
	Iteration 6Q: 3 clusters Score -36166.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -36198.167969 Penalty: 2913.965820
	Iteration 7Q: 3 clusters Score -36198.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -36228.929688 Penalty: 2913.965820
	Iteration 8Q: 3 clusters Score -36228.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -36240.671875 Penalty: 2913.965820
	Iteration 9Q: 3 clusters Score -36240.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -36254.667969 Penalty: 2913.965820
	Iteration 10Q: 3 clusters Score -36254.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -36283.031250 Penalty: 2913.965820
	Iteration 11Q: 3 clusters Score -36283.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -36303.570312 Penalty: 2913.965820
	Iteration 12Q: 3 clusters Score -36303.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -36303.570312 Penalty: 2913.965820
	Iteration 13F: 3 clusters Score -36303.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -81107.156250 Penalty: 1589.315186
	Iteration 0F: 2 clusters Score -81107.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -79533.359375 Penalty: 3178.630371
	Iteration 0F: 3 clusters Score -79533.36 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -79755.148438 Penalty: 3178.630371
	Iteration 1F: 3 clusters Score -79755.15 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -79811.984375 Penalty: 3178.630371
	Iteration 2F: 3 clusters Score -79811.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -79830.679688 Penalty: 3178.630371
	Iteration 3Q: 3 clusters Score -79830.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -79836.078125 Penalty: 3178.630371
	Iteration 4Q: 3 clusters Score -79836.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -79838.343750 Penalty: 3178.630371
	Iteration 5Q: 3 clusters Score -79838.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -79843.109375 Penalty: 3178.630371
	Iteration 6Q: 3 clusters Score -79843.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -79849.968750 Penalty: 3178.630371
	Iteration 7Q: 3 clusters Score -79849.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -79851.609375 Penalty: 3178.630371
	Iteration 8Q: 3 clusters Score -79851.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -79853.164062 Penalty: 3178.630371
	Iteration 9Q: 3 clusters Score -79853.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -79853.164062 Penalty: 3178.630371
	Iteration 10F: 3 clusters Score -79853.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27485 members 
Mstep: Class 4 contains 10022 members 
Mstep: Class 5 contains 472 members 
Mstep: Class 6 contains 120353 members 
Mstep: Class 7 contains 16129 members 
Mstep: Class 8 contains 127113 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4562 members 
Mstep: Class 11 contains 2055 members 
Mstep: Class 12 contains 168501 members 
Mstep: Class 13 contains 67216 members 
Mstep: Class 14 contains 18857 members 
Mstep: Class 15 contains 16089 members 
Mstep: Class 16 contains 175922 members 
Mstep: Class 17 contains 13108 members 
Mstep: Class 18 contains 18110 members 
Mstep: Class 19 contains 9349 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 434 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690824.000000 Penalty: 88826.445312
Iteration 119Q: 27 clusters Score -1.326908e+08 nChanged 6924
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27529 members 
Mstep: Class 4 contains 10019 members 
Mstep: Class 5 contains 472 members 
Mstep: Class 6 contains 119280 members 
Mstep: Class 7 contains 16199 members 
Mstep: Class 8 contains 127349 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4564 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 169570 members 
Mstep: Class 13 contains 67178 members 
Mstep: Class 14 contains 19930 members 
Mstep: Class 15 contains 16159 members 
Mstep: Class 16 contains 176348 members 
Mstep: Class 17 contains 13153 members 
Mstep: Class 18 contains 18136 members 
Mstep: Class 19 contains 9926 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 433 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 538 members 
Mstep: Class 25 contains 155438 members 
Mstep: Class 26 contains 433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690656.000000 Penalty: 88826.445312
Iteration 120F: 27 clusters Score -1.326907e+08 nChanged 7683
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27327 members 
Mstep: Class 4 contains 9902 members 
Mstep: Class 5 contains 472 members 
Mstep: Class 6 contains 117486 members 
Mstep: Class 7 contains 16199 members 
Mstep: Class 8 contains 127354 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4561 members 
Mstep: Class 11 contains 2067 members 
Mstep: Class 12 contains 169737 members 
Mstep: Class 13 contains 67056 members 
Mstep: Class 14 contains 21020 members 
Mstep: Class 15 contains 16114 members 
Mstep: Class 16 contains 176370 members 
Mstep: Class 17 contains 13202 members 
Mstep: Class 18 contains 18142 members 
Mstep: Class 19 contains 10294 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 433 members 
Mstep: Class 22 contains 335 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 559 members 
Mstep: Class 25 contains 156008 members 
Mstep: Class 26 contains 447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132691744.000000 Penalty: 88826.445312
Iteration 121Q: 27 clusters Score -1.326917e+08 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27225 members 
Mstep: Class 4 contains 9829 members 
Mstep: Class 5 contains 472 members 
Mstep: Class 6 contains 115778 members 
Mstep: Class 7 contains 16240 members 
Mstep: Class 8 contains 127403 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4562 members 
Mstep: Class 11 contains 2072 members 
Mstep: Class 12 contains 169741 members 
Mstep: Class 13 contains 67000 members 
Mstep: Class 14 contains 22086 members 
Mstep: Class 15 contains 16104 members 
Mstep: Class 16 contains 176452 members 
Mstep: Class 17 contains 13227 members 
Mstep: Class 18 contains 18128 members 
Mstep: Class 19 contains 10724 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 433 members 
Mstep: Class 22 contains 327 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 567 members 
Mstep: Class 25 contains 156267 members 
Mstep: Class 26 contains 456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132692096.000000 Penalty: 88826.445312
Iteration 122Q: 27 clusters Score -1.326921e+08 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27158 members 
Mstep: Class 4 contains 9781 members 
Mstep: Class 5 contains 472 members 
Mstep: Class 6 contains 114202 members 
Mstep: Class 7 contains 16308 members 
Mstep: Class 8 contains 127442 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4559 members 
Mstep: Class 11 contains 2077 members 
Mstep: Class 12 contains 169682 members 
Mstep: Class 13 contains 66962 members 
Mstep: Class 14 contains 23122 members 
Mstep: Class 15 contains 16095 members 
Mstep: Class 16 contains 176516 members 
Mstep: Class 17 contains 13245 members 
Mstep: Class 18 contains 18124 members 
Mstep: Class 19 contains 11132 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 433 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 571 members 
Mstep: Class 25 contains 156434 members 
Mstep: Class 26 contains 462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132692744.000000 Penalty: 88826.445312
Iteration 123Q: 27 clusters Score -1.326927e+08 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27123 members 
Mstep: Class 4 contains 9731 members 
Mstep: Class 5 contains 472 members 
Mstep: Class 6 contains 112744 members 
Mstep: Class 7 contains 16374 members 
Mstep: Class 8 contains 127466 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4557 members 
Mstep: Class 11 contains 2081 members 
Mstep: Class 12 contains 169509 members 
Mstep: Class 13 contains 66915 members 
Mstep: Class 14 contains 24082 members 
Mstep: Class 15 contains 16085 members 
Mstep: Class 16 contains 176560 members 
Mstep: Class 17 contains 13248 members 
Mstep: Class 18 contains 18116 members 
Mstep: Class 19 contains 11528 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 433 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 573 members 
Mstep: Class 25 contains 156720 members 
Mstep: Class 26 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132693160.000000 Penalty: 88826.445312
Iteration 124Q: 27 clusters Score -1.326932e+08 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27090 members 
Mstep: Class 4 contains 9688 members 
Mstep: Class 5 contains 472 members 
Mstep: Class 6 contains 111330 members 
Mstep: Class 7 contains 16448 members 
Mstep: Class 8 contains 127525 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4557 members 
Mstep: Class 11 contains 2083 members 
Mstep: Class 12 contains 169244 members 
Mstep: Class 13 contains 66869 members 
Mstep: Class 14 contains 24975 members 
Mstep: Class 15 contains 16098 members 
Mstep: Class 16 contains 176631 members 
Mstep: Class 17 contains 13246 members 
Mstep: Class 18 contains 18109 members 
Mstep: Class 19 contains 11913 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 432 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 573 members 
Mstep: Class 25 contains 157032 members 
Mstep: Class 26 contains 468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132693608.000000 Penalty: 88826.445312
Iteration 125Q: 27 clusters Score -1.326936e+08 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27074 members 
Mstep: Class 4 contains 9653 members 
Mstep: Class 5 contains 474 members 
Mstep: Class 6 contains 109987 members 
Mstep: Class 7 contains 16542 members 
Mstep: Class 8 contains 127535 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4560 members 
Mstep: Class 11 contains 2087 members 
Mstep: Class 12 contains 168928 members 
Mstep: Class 13 contains 66821 members 
Mstep: Class 14 contains 25847 members 
Mstep: Class 15 contains 16099 members 
Mstep: Class 16 contains 176688 members 
Mstep: Class 17 contains 13253 members 
Mstep: Class 18 contains 18104 members 
Mstep: Class 19 contains 12336 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 573 members 
Mstep: Class 25 contains 157322 members 
Mstep: Class 26 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132694208.000000 Penalty: 88826.445312
Iteration 126Q: 27 clusters Score -1.326942e+08 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27054 members 
Mstep: Class 4 contains 9637 members 
Mstep: Class 5 contains 474 members 
Mstep: Class 6 contains 108684 members 
Mstep: Class 7 contains 16658 members 
Mstep: Class 8 contains 127550 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4564 members 
Mstep: Class 11 contains 2091 members 
Mstep: Class 12 contains 168593 members 
Mstep: Class 13 contains 66785 members 
Mstep: Class 14 contains 26628 members 
Mstep: Class 15 contains 16096 members 
Mstep: Class 16 contains 176731 members 
Mstep: Class 17 contains 13249 members 
Mstep: Class 18 contains 18103 members 
Mstep: Class 19 contains 12757 members 
Mstep: Class 20 contains 3932 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 573 members 
Mstep: Class 25 contains 157655 members 
Mstep: Class 26 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132694976.000000 Penalty: 88826.445312
Iteration 127Q: 27 clusters Score -1.32695e+08 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27053 members 
Mstep: Class 4 contains 9615 members 
Mstep: Class 5 contains 474 members 
Mstep: Class 6 contains 107441 members 
Mstep: Class 7 contains 16771 members 
Mstep: Class 8 contains 127605 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4566 members 
Mstep: Class 11 contains 2097 members 
Mstep: Class 12 contains 168234 members 
Mstep: Class 13 contains 66756 members 
Mstep: Class 14 contains 27330 members 
Mstep: Class 15 contains 16102 members 
Mstep: Class 16 contains 176719 members 
Mstep: Class 17 contains 13222 members 
Mstep: Class 18 contains 18099 members 
Mstep: Class 19 contains 13189 members 
Mstep: Class 20 contains 3932 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 573 members 
Mstep: Class 25 contains 158036 members 
Mstep: Class 26 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132694976.000000 Penalty: 88826.445312
Iteration 128Q: 27 clusters Score -1.32695e+08 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27051 members 
Mstep: Class 4 contains 9591 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 106264 members 
Mstep: Class 7 contains 16929 members 
Mstep: Class 8 contains 127663 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4569 members 
Mstep: Class 11 contains 2097 members 
Mstep: Class 12 contains 167908 members 
Mstep: Class 13 contains 66730 members 
Mstep: Class 14 contains 27955 members 
Mstep: Class 15 contains 16081 members 
Mstep: Class 16 contains 176710 members 
Mstep: Class 17 contains 13203 members 
Mstep: Class 18 contains 18088 members 
Mstep: Class 19 contains 13603 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 573 members 
Mstep: Class 25 contains 158391 members 
Mstep: Class 26 contains 478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695624.000000 Penalty: 88826.445312
Iteration 129Q: 27 clusters Score -1.326956e+08 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27027 members 
Mstep: Class 4 contains 9576 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 105090 members 
Mstep: Class 7 contains 17086 members 
Mstep: Class 8 contains 127715 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4566 members 
Mstep: Class 11 contains 2098 members 
Mstep: Class 12 contains 167531 members 
Mstep: Class 13 contains 66703 members 
Mstep: Class 14 contains 28544 members 
Mstep: Class 15 contains 16067 members 
Mstep: Class 16 contains 176742 members 
Mstep: Class 17 contains 13190 members 
Mstep: Class 18 contains 18072 members 
Mstep: Class 19 contains 14022 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 573 members 
Mstep: Class 25 contains 158804 members 
Mstep: Class 26 contains 481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132696232.000000 Penalty: 88826.445312
Iteration 130Q: 27 clusters Score -1.326962e+08 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27016 members 
Mstep: Class 4 contains 9553 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 104053 members 
Mstep: Class 7 contains 17226 members 
Mstep: Class 8 contains 127732 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4567 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 167169 members 
Mstep: Class 13 contains 66678 members 
Mstep: Class 14 contains 29063 members 
Mstep: Class 15 contains 16047 members 
Mstep: Class 16 contains 176728 members 
Mstep: Class 17 contains 13176 members 
Mstep: Class 18 contains 18053 members 
Mstep: Class 19 contains 14407 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 573 members 
Mstep: Class 25 contains 159263 members 
Mstep: Class 26 contains 481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132696920.000000 Penalty: 88826.445312
Iteration 131Q: 27 clusters Score -1.326969e+08 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26994 members 
Mstep: Class 4 contains 9529 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 103102 members 
Mstep: Class 7 contains 17356 members 
Mstep: Class 8 contains 127741 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4567 members 
Mstep: Class 11 contains 2100 members 
Mstep: Class 12 contains 166783 members 
Mstep: Class 13 contains 66663 members 
Mstep: Class 14 contains 29523 members 
Mstep: Class 15 contains 16005 members 
Mstep: Class 16 contains 176704 members 
Mstep: Class 17 contains 13139 members 
Mstep: Class 18 contains 18040 members 
Mstep: Class 19 contains 14786 members 
Mstep: Class 20 contains 3932 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 573 members 
Mstep: Class 25 contains 159802 members 
Mstep: Class 26 contains 481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132697544.000000 Penalty: 88826.445312
Iteration 132Q: 27 clusters Score -1.326975e+08 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26983 members 
Mstep: Class 4 contains 9501 members 
Mstep: Class 5 contains 476 members 
Mstep: Class 6 contains 102193 members 
Mstep: Class 7 contains 17470 members 
Mstep: Class 8 contains 127748 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4567 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 166203 members 
Mstep: Class 13 contains 66666 members 
Mstep: Class 14 contains 29923 members 
Mstep: Class 15 contains 15967 members 
Mstep: Class 16 contains 176663 members 
Mstep: Class 17 contains 13126 members 
Mstep: Class 18 contains 18021 members 
Mstep: Class 19 contains 15217 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 573 members 
Mstep: Class 25 contains 160482 members 
Mstep: Class 26 contains 481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132698128.000000 Penalty: 88826.445312
Iteration 133Q: 27 clusters Score -1.326981e+08 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27003 members 
Mstep: Class 4 contains 9463 members 
Mstep: Class 5 contains 476 members 
Mstep: Class 6 contains 101313 members 
Mstep: Class 7 contains 17584 members 
Mstep: Class 8 contains 127733 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4569 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 165603 members 
Mstep: Class 13 contains 66664 members 
Mstep: Class 14 contains 30244 members 
Mstep: Class 15 contains 15929 members 
Mstep: Class 16 contains 176644 members 
Mstep: Class 17 contains 13104 members 
Mstep: Class 18 contains 17997 members 
Mstep: Class 19 contains 15680 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 573 members 
Mstep: Class 25 contains 161200 members 
Mstep: Class 26 contains 481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132698688.000000 Penalty: 88826.445312
Iteration 134Q: 27 clusters Score -1.326987e+08 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27009 members 
Mstep: Class 4 contains 9446 members 
Mstep: Class 5 contains 476 members 
Mstep: Class 6 contains 100593 members 
Mstep: Class 7 contains 17689 members 
Mstep: Class 8 contains 127691 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4567 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 164980 members 
Mstep: Class 13 contains 66639 members 
Mstep: Class 14 contains 30539 members 
Mstep: Class 15 contains 15869 members 
Mstep: Class 16 contains 176593 members 
Mstep: Class 17 contains 13064 members 
Mstep: Class 18 contains 17969 members 
Mstep: Class 19 contains 16147 members 
Mstep: Class 20 contains 3932 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 573 members 
Mstep: Class 25 contains 161934 members 
Mstep: Class 26 contains 481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132699544.000000 Penalty: 88826.445312
Iteration 135Q: 27 clusters Score -1.326995e+08 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27009 members 
Mstep: Class 4 contains 9425 members 
Mstep: Class 5 contains 476 members 
Mstep: Class 6 contains 99901 members 
Mstep: Class 7 contains 17776 members 
Mstep: Class 8 contains 127635 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4567 members 
Mstep: Class 11 contains 2103 members 
Mstep: Class 12 contains 164366 members 
Mstep: Class 13 contains 66629 members 
Mstep: Class 14 contains 30783 members 
Mstep: Class 15 contains 15822 members 
Mstep: Class 16 contains 176545 members 
Mstep: Class 17 contains 13035 members 
Mstep: Class 18 contains 17948 members 
Mstep: Class 19 contains 16620 members 
Mstep: Class 20 contains 3932 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 573 members 
Mstep: Class 25 contains 162669 members 
Mstep: Class 26 contains 481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132700344.000000 Penalty: 88826.445312
Iteration 136Q: 27 clusters Score -1.327003e+08 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27015 members 
Mstep: Class 4 contains 9398 members 
Mstep: Class 5 contains 476 members 
Mstep: Class 6 contains 99224 members 
Mstep: Class 7 contains 17824 members 
Mstep: Class 8 contains 127576 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4568 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 163844 members 
Mstep: Class 13 contains 66616 members 
Mstep: Class 14 contains 31020 members 
Mstep: Class 15 contains 15790 members 
Mstep: Class 16 contains 176482 members 
Mstep: Class 17 contains 13019 members 
Mstep: Class 18 contains 17926 members 
Mstep: Class 19 contains 17082 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 573 members 
Mstep: Class 25 contains 163349 members 
Mstep: Class 26 contains 481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132700800.000000 Penalty: 88826.445312
Iteration 137Q: 27 clusters Score -1.327008e+08 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27010 members 
Mstep: Class 4 contains 9374 members 
Mstep: Class 5 contains 476 members 
Mstep: Class 6 contains 98586 members 
Mstep: Class 7 contains 17885 members 
Mstep: Class 8 contains 127526 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4567 members 
Mstep: Class 11 contains 2106 members 
Mstep: Class 12 contains 163359 members 
Mstep: Class 13 contains 66593 members 
Mstep: Class 14 contains 31252 members 
Mstep: Class 15 contains 15728 members 
Mstep: Class 16 contains 176418 members 
Mstep: Class 17 contains 12997 members 
Mstep: Class 18 contains 17903 members 
Mstep: Class 19 contains 17554 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 573 members 
Mstep: Class 25 contains 163978 members 
Mstep: Class 26 contains 481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132701224.000000 Penalty: 88826.445312
Iteration 138Q: 27 clusters Score -1.327012e+08 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27021 members 
Mstep: Class 4 contains 9341 members 
Mstep: Class 5 contains 474 members 
Mstep: Class 6 contains 98027 members 
Mstep: Class 7 contains 17975 members 
Mstep: Class 8 contains 127465 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4565 members 
Mstep: Class 11 contains 2106 members 
Mstep: Class 12 contains 162971 members 
Mstep: Class 13 contains 66557 members 
Mstep: Class 14 contains 31428 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 176346 members 
Mstep: Class 17 contains 12970 members 
Mstep: Class 18 contains 17886 members 
Mstep: Class 19 contains 18075 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 573 members 
Mstep: Class 25 contains 164446 members 
Mstep: Class 26 contains 481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132701656.000000 Penalty: 88826.445312
Iteration 139Q: 27 clusters Score -1.327017e+08 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27013 members 
Mstep: Class 4 contains 9315 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 97442 members 
Mstep: Class 7 contains 18036 members 
Mstep: Class 8 contains 127422 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4565 members 
Mstep: Class 11 contains 2106 members 
Mstep: Class 12 contains 162717 members 
Mstep: Class 13 contains 66529 members 
Mstep: Class 14 contains 31588 members 
Mstep: Class 15 contains 15613 members 
Mstep: Class 16 contains 176272 members 
Mstep: Class 17 contains 12939 members 
Mstep: Class 18 contains 17866 members 
Mstep: Class 19 contains 18591 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 573 members 
Mstep: Class 25 contains 164823 members 
Mstep: Class 26 contains 481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132701904.000000 Penalty: 88826.445312
Iteration 140F: 27 clusters Score -1.327019e+08 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27001 members 
Mstep: Class 4 contains 9293 members 
Mstep: Class 5 contains 472 members 
Mstep: Class 6 contains 96950 members 
Mstep: Class 7 contains 18107 members 
Mstep: Class 8 contains 127367 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4566 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 162560 members 
Mstep: Class 13 contains 66526 members 
Mstep: Class 14 contains 31718 members 
Mstep: Class 15 contains 15577 members 
Mstep: Class 16 contains 176216 members 
Mstep: Class 17 contains 12909 members 
Mstep: Class 18 contains 17857 members 
Mstep: Class 19 contains 19074 members 
Mstep: Class 20 contains 3932 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 320 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 165012 members 
Mstep: Class 26 contains 484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702328.000000 Penalty: 88826.445312
Iteration 141Q: 27 clusters Score -1.327023e+08 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26995 members 
Mstep: Class 4 contains 9262 members 
Mstep: Class 5 contains 472 members 
Mstep: Class 6 contains 96541 members 
Mstep: Class 7 contains 18149 members 
Mstep: Class 8 contains 127329 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4568 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 162515 members 
Mstep: Class 13 contains 66538 members 
Mstep: Class 14 contains 31847 members 
Mstep: Class 15 contains 15543 members 
Mstep: Class 16 contains 176174 members 
Mstep: Class 17 contains 12880 members 
Mstep: Class 18 contains 17852 members 
Mstep: Class 19 contains 19548 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 164993 members 
Mstep: Class 26 contains 492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702816.000000 Penalty: 88826.445312
Iteration 142Q: 27 clusters Score -1.327028e+08 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26996 members 
Mstep: Class 4 contains 9245 members 
Mstep: Class 5 contains 472 members 
Mstep: Class 6 contains 96131 members 
Mstep: Class 7 contains 18204 members 
Mstep: Class 8 contains 127265 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4571 members 
Mstep: Class 11 contains 2101 members 
Mstep: Class 12 contains 162584 members 
Mstep: Class 13 contains 66527 members 
Mstep: Class 14 contains 31938 members 
Mstep: Class 15 contains 15512 members 
Mstep: Class 16 contains 176173 members 
Mstep: Class 17 contains 12847 members 
Mstep: Class 18 contains 17845 members 
Mstep: Class 19 contains 20033 members 
Mstep: Class 20 contains 3932 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 164865 members 
Mstep: Class 26 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702896.000000 Penalty: 88826.445312
Iteration 143Q: 27 clusters Score -1.327029e+08 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27006 members 
Mstep: Class 4 contains 9233 members 
Mstep: Class 5 contains 472 members 
Mstep: Class 6 contains 95744 members 
Mstep: Class 7 contains 18236 members 
Mstep: Class 8 contains 127206 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4571 members 
Mstep: Class 11 contains 2098 members 
Mstep: Class 12 contains 162846 members 
Mstep: Class 13 contains 66511 members 
Mstep: Class 14 contains 32010 members 
Mstep: Class 15 contains 15510 members 
Mstep: Class 16 contains 176141 members 
Mstep: Class 17 contains 12797 members 
Mstep: Class 18 contains 17847 members 
Mstep: Class 19 contains 20545 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 164535 members 
Mstep: Class 26 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702904.000000 Penalty: 88826.445312
Iteration 144Q: 27 clusters Score -1.327029e+08 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27010 members 
Mstep: Class 4 contains 9223 members 
Mstep: Class 5 contains 472 members 
Mstep: Class 6 contains 95389 members 
Mstep: Class 7 contains 18280 members 
Mstep: Class 8 contains 127121 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4570 members 
Mstep: Class 11 contains 2097 members 
Mstep: Class 12 contains 163221 members 
Mstep: Class 13 contains 66503 members 
Mstep: Class 14 contains 32088 members 
Mstep: Class 15 contains 15515 members 
Mstep: Class 16 contains 176098 members 
Mstep: Class 17 contains 12752 members 
Mstep: Class 18 contains 17843 members 
Mstep: Class 19 contains 21021 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 164107 members 
Mstep: Class 26 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703304.000000 Penalty: 88826.445312
Iteration 145Q: 27 clusters Score -1.327033e+08 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27007 members 
Mstep: Class 4 contains 9227 members 
Mstep: Class 5 contains 472 members 
Mstep: Class 6 contains 95056 members 
Mstep: Class 7 contains 18326 members 
Mstep: Class 8 contains 127068 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4573 members 
Mstep: Class 11 contains 2099 members 
Mstep: Class 12 contains 163690 members 
Mstep: Class 13 contains 66514 members 
Mstep: Class 14 contains 32172 members 
Mstep: Class 15 contains 15506 members 
Mstep: Class 16 contains 176069 members 
Mstep: Class 17 contains 12711 members 
Mstep: Class 18 contains 17843 members 
Mstep: Class 19 contains 21471 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 163507 members 
Mstep: Class 26 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703376.000000 Penalty: 88826.445312
Iteration 146Q: 27 clusters Score -1.327034e+08 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27001 members 
Mstep: Class 4 contains 9229 members 
Mstep: Class 5 contains 472 members 
Mstep: Class 6 contains 94746 members 
Mstep: Class 7 contains 18390 members 
Mstep: Class 8 contains 127037 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4573 members 
Mstep: Class 11 contains 2100 members 
Mstep: Class 12 contains 164192 members 
Mstep: Class 13 contains 66518 members 
Mstep: Class 14 contains 32260 members 
Mstep: Class 15 contains 15489 members 
Mstep: Class 16 contains 176032 members 
Mstep: Class 17 contains 12691 members 
Mstep: Class 18 contains 17837 members 
Mstep: Class 19 contains 21879 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 162867 members 
Mstep: Class 26 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703520.000000 Penalty: 88826.445312
Iteration 147Q: 27 clusters Score -1.327035e+08 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26998 members 
Mstep: Class 4 contains 9222 members 
Mstep: Class 5 contains 472 members 
Mstep: Class 6 contains 94418 members 
Mstep: Class 7 contains 18441 members 
Mstep: Class 8 contains 126999 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4574 members 
Mstep: Class 11 contains 2097 members 
Mstep: Class 12 contains 164715 members 
Mstep: Class 13 contains 66530 members 
Mstep: Class 14 contains 32329 members 
Mstep: Class 15 contains 15467 members 
Mstep: Class 16 contains 176052 members 
Mstep: Class 17 contains 12695 members 
Mstep: Class 18 contains 17832 members 
Mstep: Class 19 contains 22302 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 162170 members 
Mstep: Class 26 contains 545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703632.000000 Penalty: 88826.445312
Iteration 148Q: 27 clusters Score -1.327036e+08 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26992 members 
Mstep: Class 4 contains 9229 members 
Mstep: Class 5 contains 471 members 
Mstep: Class 6 contains 94103 members 
Mstep: Class 7 contains 18508 members 
Mstep: Class 8 contains 126979 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4574 members 
Mstep: Class 11 contains 2094 members 
Mstep: Class 12 contains 165274 members 
Mstep: Class 13 contains 66539 members 
Mstep: Class 14 contains 32389 members 
Mstep: Class 15 contains 15461 members 
Mstep: Class 16 contains 176024 members 
Mstep: Class 17 contains 12704 members 
Mstep: Class 18 contains 17829 members 
Mstep: Class 19 contains 22724 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 161418 members 
Mstep: Class 26 contains 545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703248.000000 Penalty: 88826.445312
Iteration 149Q: 27 clusters Score -1.327032e+08 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26979 members 
Mstep: Class 4 contains 9226 members 
Mstep: Class 5 contains 471 members 
Mstep: Class 6 contains 93801 members 
Mstep: Class 7 contains 18575 members 
Mstep: Class 8 contains 126945 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4573 members 
Mstep: Class 11 contains 2092 members 
Mstep: Class 12 contains 165853 members 
Mstep: Class 13 contains 66549 members 
Mstep: Class 14 contains 32440 members 
Mstep: Class 15 contains 15462 members 
Mstep: Class 16 contains 176007 members 
Mstep: Class 17 contains 12721 members 
Mstep: Class 18 contains 17825 members 
Mstep: Class 19 contains 23124 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 160669 members 
Mstep: Class 26 contains 545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702960.000000 Penalty: 88826.445312
Iteration 150Q: 27 clusters Score -1.32703e+08 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26974 members 
Mstep: Class 4 contains 9219 members 
Mstep: Class 5 contains 471 members 
Mstep: Class 6 contains 93528 members 
Mstep: Class 7 contains 18636 members 
Mstep: Class 8 contains 126928 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4573 members 
Mstep: Class 11 contains 2090 members 
Mstep: Class 12 contains 166447 members 
Mstep: Class 13 contains 66574 members 
Mstep: Class 14 contains 32505 members 
Mstep: Class 15 contains 15459 members 
Mstep: Class 16 contains 176000 members 
Mstep: Class 17 contains 12734 members 
Mstep: Class 18 contains 17815 members 
Mstep: Class 19 contains 23515 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159844 members 
Mstep: Class 26 contains 545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702704.000000 Penalty: 88826.445312
Iteration 151Q: 27 clusters Score -1.327027e+08 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26970 members 
Mstep: Class 4 contains 9225 members 
Mstep: Class 5 contains 471 members 
Mstep: Class 6 contains 93279 members 
Mstep: Class 7 contains 18697 members 
Mstep: Class 8 contains 126903 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4571 members 
Mstep: Class 11 contains 2089 members 
Mstep: Class 12 contains 167145 members 
Mstep: Class 13 contains 66573 members 
Mstep: Class 14 contains 32583 members 
Mstep: Class 15 contains 15447 members 
Mstep: Class 16 contains 175986 members 
Mstep: Class 17 contains 12749 members 
Mstep: Class 18 contains 17813 members 
Mstep: Class 19 contains 23869 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 158942 members 
Mstep: Class 26 contains 545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702688.000000 Penalty: 88826.445312
Iteration 152Q: 27 clusters Score -1.327027e+08 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26972 members 
Mstep: Class 4 contains 9230 members 
Mstep: Class 5 contains 471 members 
Mstep: Class 6 contains 93101 members 
Mstep: Class 7 contains 18735 members 
Mstep: Class 8 contains 126896 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4571 members 
Mstep: Class 11 contains 2091 members 
Mstep: Class 12 contains 167861 members 
Mstep: Class 13 contains 66579 members 
Mstep: Class 14 contains 32656 members 
Mstep: Class 15 contains 15432 members 
Mstep: Class 16 contains 175995 members 
Mstep: Class 17 contains 12780 members 
Mstep: Class 18 contains 17810 members 
Mstep: Class 19 contains 24200 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 157931 members 
Mstep: Class 26 contains 545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702136.000000 Penalty: 88826.445312
Iteration 153Q: 27 clusters Score -1.327021e+08 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26969 members 
Mstep: Class 4 contains 9221 members 
Mstep: Class 5 contains 470 members 
Mstep: Class 6 contains 92921 members 
Mstep: Class 7 contains 18780 members 
Mstep: Class 8 contains 126895 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4569 members 
Mstep: Class 11 contains 2088 members 
Mstep: Class 12 contains 168499 members 
Mstep: Class 13 contains 66582 members 
Mstep: Class 14 contains 32713 members 
Mstep: Class 15 contains 15420 members 
Mstep: Class 16 contains 175998 members 
Mstep: Class 17 contains 12818 members 
Mstep: Class 18 contains 17802 members 
Mstep: Class 19 contains 24558 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 157008 members 
Mstep: Class 26 contains 545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132701480.000000 Penalty: 88826.445312
Iteration 154Q: 27 clusters Score -1.327015e+08 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26969 members 
Mstep: Class 4 contains 9206 members 
Mstep: Class 5 contains 470 members 
Mstep: Class 6 contains 92760 members 
Mstep: Class 7 contains 18821 members 
Mstep: Class 8 contains 126882 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4571 members 
Mstep: Class 11 contains 2088 members 
Mstep: Class 12 contains 169141 members 
Mstep: Class 13 contains 66578 members 
Mstep: Class 14 contains 32751 members 
Mstep: Class 15 contains 15399 members 
Mstep: Class 16 contains 176022 members 
Mstep: Class 17 contains 12845 members 
Mstep: Class 18 contains 17802 members 
Mstep: Class 19 contains 24897 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 156109 members 
Mstep: Class 26 contains 545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132701224.000000 Penalty: 88826.445312
Iteration 155Q: 27 clusters Score -1.327012e+08 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26987 members 
Mstep: Class 4 contains 9201 members 
Mstep: Class 5 contains 470 members 
Mstep: Class 6 contains 92598 members 
Mstep: Class 7 contains 18855 members 
Mstep: Class 8 contains 126900 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4571 members 
Mstep: Class 11 contains 2088 members 
Mstep: Class 12 contains 169704 members 
Mstep: Class 13 contains 66573 members 
Mstep: Class 14 contains 32790 members 
Mstep: Class 15 contains 15396 members 
Mstep: Class 16 contains 176056 members 
Mstep: Class 17 contains 12886 members 
Mstep: Class 18 contains 17791 members 
Mstep: Class 19 contains 25196 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 155249 members 
Mstep: Class 26 contains 545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132700704.000000 Penalty: 88826.445312
Iteration 156Q: 27 clusters Score -1.327007e+08 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26986 members 
Mstep: Class 4 contains 9203 members 
Mstep: Class 5 contains 470 members 
Mstep: Class 6 contains 92503 members 
Mstep: Class 7 contains 18875 members 
Mstep: Class 8 contains 126943 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4571 members 
Mstep: Class 11 contains 2089 members 
Mstep: Class 12 contains 170200 members 
Mstep: Class 13 contains 66564 members 
Mstep: Class 14 contains 32819 members 
Mstep: Class 15 contains 15392 members 
Mstep: Class 16 contains 176107 members 
Mstep: Class 17 contains 12907 members 
Mstep: Class 18 contains 17792 members 
Mstep: Class 19 contains 25501 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 154389 members 
Mstep: Class 26 contains 545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132700360.000000 Penalty: 88826.445312
Iteration 157Q: 27 clusters Score -1.327004e+08 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26989 members 
Mstep: Class 4 contains 9203 members 
Mstep: Class 5 contains 469 members 
Mstep: Class 6 contains 92412 members 
Mstep: Class 7 contains 18912 members 
Mstep: Class 8 contains 126962 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4572 members 
Mstep: Class 11 contains 2089 members 
Mstep: Class 12 contains 170737 members 
Mstep: Class 13 contains 66589 members 
Mstep: Class 14 contains 32838 members 
Mstep: Class 15 contains 15391 members 
Mstep: Class 16 contains 176175 members 
Mstep: Class 17 contains 12921 members 
Mstep: Class 18 contains 17792 members 
Mstep: Class 19 contains 25781 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 153479 members 
Mstep: Class 26 contains 545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132699536.000000 Penalty: 88826.445312
Iteration 158Q: 27 clusters Score -1.326995e+08 nChanged 3250
Entering ConstructFrom: 
Score: -132699536.000000 Penalty: 88826.445312
Entering ConstructFrom: 
Trying to split cluster 1 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -31590.583984 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -31590.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -30338.183594 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -30338.18 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -30612.005859 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -30612.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -30809.574219 Penalty: 2829.076172
	Iteration 2F: 3 clusters Score -30809.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -30860.839844 Penalty: 2829.076172
	Iteration 3Q: 3 clusters Score -30860.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -30893.042969 Penalty: 2829.076172
	Iteration 4Q: 3 clusters Score -30893.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -30915.556641 Penalty: 2829.076172
	Iteration 5Q: 3 clusters Score -30915.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -30945.875000 Penalty: 2829.076172
	Iteration 6Q: 3 clusters Score -30945.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -30956.388672 Penalty: 2829.076172
	Iteration 7Q: 3 clusters Score -30956.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -30959.113281 Penalty: 2829.076172
	Iteration 8Q: 3 clusters Score -30959.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -30959.113281 Penalty: 2829.076172
	Iteration 9F: 3 clusters Score -30959.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -52076.812500 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -52076.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -50651.699219 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -50651.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -50845.875000 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -50845.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -50945.355469 Penalty: 3007.637451
	Iteration 2F: 3 clusters Score -50945.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -51028.812500 Penalty: 3007.637451
	Iteration 3Q: 3 clusters Score -51028.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -51081.265625 Penalty: 3007.637451
	Iteration 4Q: 3 clusters Score -51081.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -51112.210938 Penalty: 3007.637451
	Iteration 5Q: 3 clusters Score -51112.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -51174.292969 Penalty: 3007.637451
	Iteration 6Q: 3 clusters Score -51174.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -51269.308594 Penalty: 3007.637451
	Iteration 7Q: 3 clusters Score -51269.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -51366.996094 Penalty: 3007.637451
	Iteration 8Q: 3 clusters Score -51367 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -51491.085938 Penalty: 3007.637451
	Iteration 9Q: 3 clusters Score -51491.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -51539.527344 Penalty: 3007.637451
	Iteration 10Q: 3 clusters Score -51539.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -51619.832031 Penalty: 3007.637451
	Iteration 11Q: 3 clusters Score -51619.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -51725.304688 Penalty: 3007.637451
	Iteration 12Q: 3 clusters Score -51725.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -51891.203125 Penalty: 3007.637451
	Iteration 13Q: 3 clusters Score -51891.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -51955.296875 Penalty: 3007.637451
	Iteration 14Q: 3 clusters Score -51955.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -51987.160156 Penalty: 3007.637451
	Iteration 15Q: 3 clusters Score -51987.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -52019.441406 Penalty: 3007.637451
	Iteration 16Q: 3 clusters Score -52019.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -52035.250000 Penalty: 3007.637451
	Iteration 17Q: 3 clusters Score -52035.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -52042.652344 Penalty: 3007.637451
	Iteration 18Q: 3 clusters Score -52042.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -52042.652344 Penalty: 3007.637451
	Iteration 19F: 3 clusters Score -52042.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Entering Unmasked Estep 
Score: -3673169.500000 Penalty: 2530.343750
	Iteration 0F: 2 clusters Score -3673170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -3654583.000000 Penalty: 5060.687500
	Iteration 0F: 3 clusters Score -3654583 nChanged 12186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -3661697.250000 Penalty: 5060.687500
	Iteration 1F: 3 clusters Score -3661697 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -3663399.750000 Penalty: 5060.687500
	Iteration 2F: 3 clusters Score -3663400 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -3665424.250000 Penalty: 5060.687500
	Iteration 3F: 3 clusters Score -3665424 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -3667431.500000 Penalty: 5060.687500
	Iteration 4F: 3 clusters Score -3667432 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -3669020.750000 Penalty: 5060.687500
	Iteration 5F: 3 clusters Score -3669021 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -3670271.250000 Penalty: 5060.687500
	Iteration 6F: 3 clusters Score -3670271 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -3671098.000000 Penalty: 5060.687500
	Iteration 7Q: 3 clusters Score -3671098 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -3671591.500000 Penalty: 5060.687500
	Iteration 8Q: 3 clusters Score -3671592 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -3671970.750000 Penalty: 5060.687500
	Iteration 9Q: 3 clusters Score -3671971 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -3672254.000000 Penalty: 5060.687500
	Iteration 10Q: 3 clusters Score -3672254 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -3672569.000000 Penalty: 5060.687500
	Iteration 11Q: 3 clusters Score -3672569 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -3672881.250000 Penalty: 5060.687500
	Iteration 12Q: 3 clusters Score -3672881 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -3673026.000000 Penalty: 5060.687500
	Iteration 13Q: 3 clusters Score -3673026 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -3673080.250000 Penalty: 5060.687500
	Iteration 14Q: 3 clusters Score -3673080 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -3673122.000000 Penalty: 5060.687500
	Iteration 15Q: 3 clusters Score -3673122 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -3673147.000000 Penalty: 5060.687500
	Iteration 16Q: 3 clusters Score -3673147 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -3673161.500000 Penalty: 5060.687500
	Iteration 17Q: 3 clusters Score -3673162 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -3673165.500000 Penalty: 5060.687500
	Iteration 18Q: 3 clusters Score -3673166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -3673160.250000 Penalty: 5060.687500
	Iteration 19Q: 3 clusters Score -3673160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -3673159.500000 Penalty: 5060.687500
	Iteration 20F: 3 clusters Score -3673160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -3673168.500000 Penalty: 5060.687500
	Iteration 21Q: 3 clusters Score -3673168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -3673164.250000 Penalty: 5060.687500
	Iteration 22Q: 3 clusters Score -3673164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -3673163.250000 Penalty: 5060.687500
	Iteration 23Q: 3 clusters Score -3673163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -3673163.250000 Penalty: 5060.687500
	Iteration 24Q: 3 clusters Score -3673163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -3673171.250000 Penalty: 5060.687500
	Iteration 25Q: 3 clusters Score -3673171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -3673169.250000 Penalty: 5060.687500
	Iteration 26Q: 3 clusters Score -3673169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -3673172.500000 Penalty: 5060.687500
	Iteration 27Q: 3 clusters Score -3673172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -3673168.000000 Penalty: 5060.687500
	Iteration 28Q: 3 clusters Score -3673168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -3673176.500000 Penalty: 5060.687500
	Iteration 29Q: 3 clusters Score -3673176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -3673174.250000 Penalty: 5060.687500
	Iteration 30Q: 3 clusters Score -3673174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -3673174.250000 Penalty: 5060.687500
	Iteration 31F: 3 clusters Score -3673174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 1463 members 
Mstep: Class 4 contains 9200 members 
Mstep: Class 5 contains 469 members 
Mstep: Class 6 contains 92350 members 
Mstep: Class 7 contains 18954 members 
Mstep: Class 8 contains 126988 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4572 members 
Mstep: Class 11 contains 2089 members 
Mstep: Class 12 contains 171116 members 
Mstep: Class 13 contains 66627 members 
Mstep: Class 14 contains 32859 members 
Mstep: Class 15 contains 15392 members 
Mstep: Class 16 contains 176273 members 
Mstep: Class 17 contains 12919 members 
Mstep: Class 18 contains 17783 members 
Mstep: Class 19 contains 26072 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 152664 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 25521 members 
Entering Unmasked Estep 
Score: -132698224.000000 Penalty: 92242.843750
Splitting cluster 3 changes total score from -132699536.000000 to -132698224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (9200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Entering Unmasked Estep 
Score: -1236203.500000 Penalty: 2263.485840
	Iteration 0F: 2 clusters Score -1236204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1229073.000000 Penalty: 4526.971680
	Iteration 0F: 3 clusters Score -1229073 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1231171.125000 Penalty: 4526.971680
	Iteration 1F: 3 clusters Score -1231171 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1231525.250000 Penalty: 4526.971680
	Iteration 2F: 3 clusters Score -1231525 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1231839.000000 Penalty: 4526.971680
	Iteration 3F: 3 clusters Score -1231839 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1232165.125000 Penalty: 4526.971680
	Iteration 4Q: 3 clusters Score -1232165 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1232420.875000 Penalty: 4526.971680
	Iteration 5Q: 3 clusters Score -1232421 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1232651.750000 Penalty: 4526.971680
	Iteration 6Q: 3 clusters Score -1232652 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1232956.500000 Penalty: 4526.971680
	Iteration 7Q: 3 clusters Score -1232956 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1233317.500000 Penalty: 4526.971680
	Iteration 8Q: 3 clusters Score -1233318 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1233652.000000 Penalty: 4526.971680
	Iteration 9Q: 3 clusters Score -1233652 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1233943.000000 Penalty: 4526.971680
	Iteration 10Q: 3 clusters Score -1233943 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1234187.000000 Penalty: 4526.971680
	Iteration 11Q: 3 clusters Score -1234187 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1234406.125000 Penalty: 4526.971680
	Iteration 12Q: 3 clusters Score -1234406 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1234615.000000 Penalty: 4526.971680
	Iteration 13Q: 3 clusters Score -1234615 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1234785.500000 Penalty: 4526.971680
	Iteration 14Q: 3 clusters Score -1234786 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1234939.250000 Penalty: 4526.971680
	Iteration 15Q: 3 clusters Score -1234939 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1235083.750000 Penalty: 4526.971680
	Iteration 16Q: 3 clusters Score -1235084 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1235199.250000 Penalty: 4526.971680
	Iteration 17Q: 3 clusters Score -1235199 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1235274.000000 Penalty: 4526.971680
	Iteration 18Q: 3 clusters Score -1235274 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1235323.625000 Penalty: 4526.971680
	Iteration 19Q: 3 clusters Score -1235324 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1235338.000000 Penalty: 4526.971680
	Iteration 20F: 3 clusters Score -1235338 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1235349.875000 Penalty: 4526.971680
	Iteration 21Q: 3 clusters Score -1235350 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1235358.750000 Penalty: 4526.971680
	Iteration 22Q: 3 clusters Score -1235359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1235361.125000 Penalty: 4526.971680
	Iteration 23Q: 3 clusters Score -1235361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1235361.000000 Penalty: 4526.971680
	Iteration 24Q: 3 clusters Score -1235361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1235360.500000 Penalty: 4526.971680
	Iteration 25Q: 3 clusters Score -1235360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1235360.500000 Penalty: 4526.971680
	Iteration 26Q: 3 clusters Score -1235360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1235363.875000 Penalty: 4526.971680
	Iteration 27Q: 3 clusters Score -1235364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1235364.500000 Penalty: 4526.971680
	Iteration 28Q: 3 clusters Score -1235364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1235362.875000 Penalty: 4526.971680
	Iteration 29Q: 3 clusters Score -1235363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1235363.625000 Penalty: 4526.971680
	Iteration 30Q: 3 clusters Score -1235364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1235363.625000 Penalty: 4526.971680
	Iteration 31F: 3 clusters Score -1235364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -59141.093750 Penalty: 1525.349487
	Iteration 0F: 2 clusters Score -59141.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -57712.593750 Penalty: 3050.698975
	Iteration 0F: 3 clusters Score -57712.59 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -57969.058594 Penalty: 3050.698975
	Iteration 1F: 3 clusters Score -57969.06 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -58092.117188 Penalty: 3050.698975
	Iteration 2F: 3 clusters Score -58092.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -58166.738281 Penalty: 3050.698975
	Iteration 3Q: 3 clusters Score -58166.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -58206.843750 Penalty: 3050.698975
	Iteration 4Q: 3 clusters Score -58206.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -58250.718750 Penalty: 3050.698975
	Iteration 5Q: 3 clusters Score -58250.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -58287.199219 Penalty: 3050.698975
	Iteration 6Q: 3 clusters Score -58287.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -58304.937500 Penalty: 3050.698975
	Iteration 7Q: 3 clusters Score -58304.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -58323.894531 Penalty: 3050.698975
	Iteration 8Q: 3 clusters Score -58323.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -58343.140625 Penalty: 3050.698975
	Iteration 9Q: 3 clusters Score -58343.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -58357.046875 Penalty: 3050.698975
	Iteration 10Q: 3 clusters Score -58357.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -58365.246094 Penalty: 3050.698975
	Iteration 11Q: 3 clusters Score -58365.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -58455.082031 Penalty: 3050.698975
	Iteration 12Q: 3 clusters Score -58455.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -58484.062500 Penalty: 3050.698975
	Iteration 13Q: 3 clusters Score -58484.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -58501.191406 Penalty: 3050.698975
	Iteration 14Q: 3 clusters Score -58501.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -58506.234375 Penalty: 3050.698975
	Iteration 15Q: 3 clusters Score -58506.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -58512.890625 Penalty: 3050.698975
	Iteration 16Q: 3 clusters Score -58512.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -58517.789062 Penalty: 3050.698975
	Iteration 17Q: 3 clusters Score -58517.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -58517.789062 Penalty: 3050.698975
	Iteration 18F: 3 clusters Score -58517.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (92350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92350 members 
Entering Unmasked Estep 
Score: -13039264.000000 Penalty: 2835.468506
	Iteration 0F: 2 clusters Score -1.303926e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46272 members 
Mstep: Class 2 contains 46078 members 
Entering Unmasked Estep 
Score: -12977958.000000 Penalty: 5670.937012
	Iteration 0F: 3 clusters Score -1.297796e+07 nChanged 43418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46376 members 
Mstep: Class 2 contains 45974 members 
Entering Unmasked Estep 
Score: -13002471.000000 Penalty: 5670.937012
	Iteration 1F: 3 clusters Score -1.300247e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46626 members 
Mstep: Class 2 contains 45724 members 
Entering Unmasked Estep 
Score: -13003091.000000 Penalty: 5670.937012
	Iteration 2Q: 3 clusters Score -1.300309e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47138 members 
Mstep: Class 2 contains 45212 members 
Entering Unmasked Estep 
Score: -13003695.000000 Penalty: 5670.937012
	Iteration 3Q: 3 clusters Score -1.30037e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47841 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -13004396.000000 Penalty: 5670.937012
	Iteration 4Q: 3 clusters Score -1.30044e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48955 members 
Mstep: Class 2 contains 43395 members 
Entering Unmasked Estep 
Score: -13005193.000000 Penalty: 5670.937012
	Iteration 5Q: 3 clusters Score -1.300519e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50477 members 
Mstep: Class 2 contains 41873 members 
Entering Unmasked Estep 
Score: -13006114.000000 Penalty: 5670.937012
	Iteration 6Q: 3 clusters Score -1.300611e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52756 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -13007554.000000 Penalty: 5670.937012
	Iteration 7Q: 3 clusters Score -1.300755e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56149 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -13009799.000000 Penalty: 5670.937012
	Iteration 8Q: 3 clusters Score -1.30098e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60652 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -13013280.000000 Penalty: 5670.937012
	Iteration 9F: 3 clusters Score -1.301328e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66166 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -13018246.000000 Penalty: 5670.937012
	Iteration 10F: 3 clusters Score -1.301825e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71685 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -13023823.000000 Penalty: 5670.937012
	Iteration 11F: 3 clusters Score -1.302382e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76049 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -13028116.000000 Penalty: 5670.937012
	Iteration 12F: 3 clusters Score -1.302812e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79010 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -13030877.000000 Penalty: 5670.937012
	Iteration 13Q: 3 clusters Score -1.303088e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81181 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -13032530.000000 Penalty: 5670.937012
	Iteration 14Q: 3 clusters Score -1.303253e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82899 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -13033504.000000 Penalty: 5670.937012
	Iteration 15Q: 3 clusters Score -1.30335e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84356 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -13034232.000000 Penalty: 5670.937012
	Iteration 16Q: 3 clusters Score -1.303423e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85593 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -13034855.000000 Penalty: 5670.937012
	Iteration 17Q: 3 clusters Score -1.303486e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86654 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -13035326.000000 Penalty: 5670.937012
	Iteration 18Q: 3 clusters Score -1.303533e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87561 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -13035697.000000 Penalty: 5670.937012
	Iteration 19Q: 3 clusters Score -1.30357e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88308 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -13035990.000000 Penalty: 5670.937012
	Iteration 20F: 3 clusters Score -1.303599e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88949 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -13036283.000000 Penalty: 5670.937012
	Iteration 21Q: 3 clusters Score -1.303628e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89460 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -13036488.000000 Penalty: 5670.937012
	Iteration 22Q: 3 clusters Score -1.303649e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89845 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -13036620.000000 Penalty: 5670.937012
	Iteration 23Q: 3 clusters Score -1.303662e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90154 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -13036753.000000 Penalty: 5670.937012
	Iteration 24Q: 3 clusters Score -1.303675e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90386 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -13036823.000000 Penalty: 5670.937012
	Iteration 25Q: 3 clusters Score -1.303682e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90569 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -13036870.000000 Penalty: 5670.937012
	Iteration 26Q: 3 clusters Score -1.303687e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90709 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -13036922.000000 Penalty: 5670.937012
	Iteration 27Q: 3 clusters Score -1.303692e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90829 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -13036960.000000 Penalty: 5670.937012
	Iteration 28Q: 3 clusters Score -1.303696e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90920 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -13036990.000000 Penalty: 5670.937012
	Iteration 29Q: 3 clusters Score -1.303699e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91003 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -13036999.000000 Penalty: 5670.937012
	Iteration 30Q: 3 clusters Score -1.3037e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91073 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -13037044.000000 Penalty: 5670.937012
	Iteration 31Q: 3 clusters Score -1.303704e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91129 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -13037070.000000 Penalty: 5670.937012
	Iteration 32Q: 3 clusters Score -1.303707e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91171 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -13037077.000000 Penalty: 5670.937012
	Iteration 33Q: 3 clusters Score -1.303708e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91195 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -13037080.000000 Penalty: 5670.937012
	Iteration 34Q: 3 clusters Score -1.303708e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91213 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -13037086.000000 Penalty: 5670.937012
	Iteration 35Q: 3 clusters Score -1.303709e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91231 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -13037087.000000 Penalty: 5670.937012
	Iteration 36Q: 3 clusters Score -1.303709e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91238 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -13037095.000000 Penalty: 5670.937012
	Iteration 37Q: 3 clusters Score -1.30371e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91247 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -13037091.000000 Penalty: 5670.937012
	Iteration 38Q: 3 clusters Score -1.303709e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91255 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -13037086.000000 Penalty: 5670.937012
	Iteration 39Q: 3 clusters Score -1.303709e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91265 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -13037091.000000 Penalty: 5670.937012
	Iteration 40F: 3 clusters Score -1.303709e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91277 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -13037077.000000 Penalty: 5670.937012
	Iteration 41Q: 3 clusters Score -1.303708e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91291 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -13037080.000000 Penalty: 5670.937012
	Iteration 42Q: 3 clusters Score -1.303708e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91303 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -13037099.000000 Penalty: 5670.937012
	Iteration 43Q: 3 clusters Score -1.30371e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91314 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -13037099.000000 Penalty: 5670.937012
	Iteration 44Q: 3 clusters Score -1.30371e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91327 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -13037086.000000 Penalty: 5670.937012
	Iteration 45Q: 3 clusters Score -1.303709e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91342 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -13037107.000000 Penalty: 5670.937012
	Iteration 46Q: 3 clusters Score -1.303711e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91365 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -13037135.000000 Penalty: 5670.937012
	Iteration 47Q: 3 clusters Score -1.303714e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91391 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -13037124.000000 Penalty: 5670.937012
	Iteration 48Q: 3 clusters Score -1.303712e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91404 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -13037123.000000 Penalty: 5670.937012
	Iteration 49Q: 3 clusters Score -1.303712e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91410 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -13037128.000000 Penalty: 5670.937012
	Iteration 50Q: 3 clusters Score -1.303713e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91416 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -13037136.000000 Penalty: 5670.937012
	Iteration 51Q: 3 clusters Score -1.303714e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91418 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -13037149.000000 Penalty: 5670.937012
	Iteration 52Q: 3 clusters Score -1.303715e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91423 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -13037131.000000 Penalty: 5670.937012
	Iteration 53Q: 3 clusters Score -1.303713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91426 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -13037147.000000 Penalty: 5670.937012
	Iteration 54Q: 3 clusters Score -1.303715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91428 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -13037143.000000 Penalty: 5670.937012
	Iteration 55Q: 3 clusters Score -1.303714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91429 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -13037140.000000 Penalty: 5670.937012
	Iteration 56Q: 3 clusters Score -1.303714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91430 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -13037139.000000 Penalty: 5670.937012
	Iteration 57Q: 3 clusters Score -1.303714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91431 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -13037138.000000 Penalty: 5670.937012
	Iteration 58Q: 3 clusters Score -1.303714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91432 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -13037134.000000 Penalty: 5670.937012
	Iteration 59Q: 3 clusters Score -1.303713e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91433 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -13037135.000000 Penalty: 5670.937012
	Iteration 60F: 3 clusters Score -1.303714e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Entering Unmasked Estep 
Score: -2698821.750000 Penalty: 2442.743164
	Iteration 0F: 2 clusters Score -2698822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -2685442.750000 Penalty: 4885.486328
	Iteration 0F: 3 clusters Score -2685443 nChanged 8278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -2689793.000000 Penalty: 4885.486328
	Iteration 1F: 3 clusters Score -2689793 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -2690154.000000 Penalty: 4885.486328
	Iteration 2F: 3 clusters Score -2690154 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -2690555.250000 Penalty: 4885.486328
	Iteration 3Q: 3 clusters Score -2690555 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -2691089.250000 Penalty: 4885.486328
	Iteration 4F: 3 clusters Score -2691089 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -2691809.250000 Penalty: 4885.486328
	Iteration 5F: 3 clusters Score -2691809 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -2692733.000000 Penalty: 4885.486328
	Iteration 6F: 3 clusters Score -2692733 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -2693825.000000 Penalty: 4885.486328
	Iteration 7F: 3 clusters Score -2693825 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2694823.500000 Penalty: 4885.486328
	Iteration 8F: 3 clusters Score -2694824 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2695604.750000 Penalty: 4885.486328
	Iteration 9Q: 3 clusters Score -2695605 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2696065.000000 Penalty: 4885.486328
	Iteration 10Q: 3 clusters Score -2696065 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2696342.750000 Penalty: 4885.486328
	Iteration 11Q: 3 clusters Score -2696343 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2696456.500000 Penalty: 4885.486328
	Iteration 12Q: 3 clusters Score -2696456 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2696523.750000 Penalty: 4885.486328
	Iteration 13Q: 3 clusters Score -2696524 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2696581.000000 Penalty: 4885.486328
	Iteration 14Q: 3 clusters Score -2696581 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2696618.500000 Penalty: 4885.486328
	Iteration 15Q: 3 clusters Score -2696618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2696631.250000 Penalty: 4885.486328
	Iteration 16Q: 3 clusters Score -2696631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2696659.000000 Penalty: 4885.486328
	Iteration 17Q: 3 clusters Score -2696659 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2696687.250000 Penalty: 4885.486328
	Iteration 18Q: 3 clusters Score -2696687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2696698.000000 Penalty: 4885.486328
	Iteration 19Q: 3 clusters Score -2696698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2696701.750000 Penalty: 4885.486328
	Iteration 20F: 3 clusters Score -2696702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2696706.000000 Penalty: 4885.486328
	Iteration 21Q: 3 clusters Score -2696706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2696713.500000 Penalty: 4885.486328
	Iteration 22Q: 3 clusters Score -2696714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2696720.250000 Penalty: 4885.486328
	Iteration 23Q: 3 clusters Score -2696720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2696718.500000 Penalty: 4885.486328
	Iteration 24Q: 3 clusters Score -2696718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2696720.000000 Penalty: 4885.486328
	Iteration 25Q: 3 clusters Score -2696720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2696729.000000 Penalty: 4885.486328
	Iteration 26Q: 3 clusters Score -2696729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2696729.750000 Penalty: 4885.486328
	Iteration 27Q: 3 clusters Score -2696730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2696733.500000 Penalty: 4885.486328
	Iteration 28Q: 3 clusters Score -2696734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2696734.750000 Penalty: 4885.486328
	Iteration 29Q: 3 clusters Score -2696735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2696734.750000 Penalty: 4885.486328
	Iteration 30F: 3 clusters Score -2696735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (126988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126988 members 
Entering Unmasked Estep 
Score: -17988450.000000 Penalty: 2914.458252
	Iteration 0F: 2 clusters Score -1.798845e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63479 members 
Mstep: Class 2 contains 63509 members 
Entering Unmasked Estep 
Score: -17907276.000000 Penalty: 5828.916504
	Iteration 0F: 3 clusters Score -1.790728e+07 nChanged 60381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63848 members 
Mstep: Class 2 contains 63140 members 
Entering Unmasked Estep 
Score: -17942156.000000 Penalty: 5828.916504
	Iteration 1F: 3 clusters Score -1.794216e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64324 members 
Mstep: Class 2 contains 62664 members 
Entering Unmasked Estep 
Score: -17943034.000000 Penalty: 5828.916504
	Iteration 2Q: 3 clusters Score -1.794303e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65063 members 
Mstep: Class 2 contains 61925 members 
Entering Unmasked Estep 
Score: -17943882.000000 Penalty: 5828.916504
	Iteration 3Q: 3 clusters Score -1.794388e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66054 members 
Mstep: Class 2 contains 60934 members 
Entering Unmasked Estep 
Score: -17944780.000000 Penalty: 5828.916504
	Iteration 4Q: 3 clusters Score -1.794478e+07 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67587 members 
Mstep: Class 2 contains 59401 members 
Entering Unmasked Estep 
Score: -17945968.000000 Penalty: 5828.916504
	Iteration 5Q: 3 clusters Score -1.794597e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69921 members 
Mstep: Class 2 contains 57067 members 
Entering Unmasked Estep 
Score: -17947438.000000 Penalty: 5828.916504
	Iteration 6Q: 3 clusters Score -1.794744e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73286 members 
Mstep: Class 2 contains 53702 members 
Entering Unmasked Estep 
Score: -17949780.000000 Penalty: 5828.916504
	Iteration 7Q: 3 clusters Score -1.794978e+07 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78096 members 
Mstep: Class 2 contains 48892 members 
Entering Unmasked Estep 
Score: -17953418.000000 Penalty: 5828.916504
	Iteration 8F: 3 clusters Score -1.795342e+07 nChanged 7885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84255 members 
Mstep: Class 2 contains 42733 members 
Entering Unmasked Estep 
Score: -17959128.000000 Penalty: 5828.916504
	Iteration 9F: 3 clusters Score -1.795913e+07 nChanged 8450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91125 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -17966464.000000 Penalty: 5828.916504
	Iteration 10F: 3 clusters Score -1.796646e+07 nChanged 7817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97230 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -17973340.000000 Penalty: 5828.916504
	Iteration 11F: 3 clusters Score -1.797334e+07 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101533 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -17977086.000000 Penalty: 5828.916504
	Iteration 12Q: 3 clusters Score -1.797709e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104614 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -17978976.000000 Penalty: 5828.916504
	Iteration 13Q: 3 clusters Score -1.797898e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107242 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -17980040.000000 Penalty: 5828.916504
	Iteration 14Q: 3 clusters Score -1.798004e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109640 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -17980986.000000 Penalty: 5828.916504
	Iteration 15Q: 3 clusters Score -1.798099e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111798 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -17981824.000000 Penalty: 5828.916504
	Iteration 16Q: 3 clusters Score -1.798182e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113748 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -17982560.000000 Penalty: 5828.916504
	Iteration 17Q: 3 clusters Score -1.798256e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115430 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -17983186.000000 Penalty: 5828.916504
	Iteration 18Q: 3 clusters Score -1.798319e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116929 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -17983746.000000 Penalty: 5828.916504
	Iteration 19Q: 3 clusters Score -1.798375e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118221 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -17984140.000000 Penalty: 5828.916504
	Iteration 20F: 3 clusters Score -1.798414e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119333 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -17984562.000000 Penalty: 5828.916504
	Iteration 21Q: 3 clusters Score -1.798456e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120298 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -17984786.000000 Penalty: 5828.916504
	Iteration 22Q: 3 clusters Score -1.798479e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121096 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -17985068.000000 Penalty: 5828.916504
	Iteration 23Q: 3 clusters Score -1.798507e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121801 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -17985346.000000 Penalty: 5828.916504
	Iteration 24Q: 3 clusters Score -1.798535e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122371 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -17985528.000000 Penalty: 5828.916504
	Iteration 25Q: 3 clusters Score -1.798553e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122847 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -17985752.000000 Penalty: 5828.916504
	Iteration 26Q: 3 clusters Score -1.798575e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123215 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -17985888.000000 Penalty: 5828.916504
	Iteration 27Q: 3 clusters Score -1.798589e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123546 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -17985990.000000 Penalty: 5828.916504
	Iteration 28Q: 3 clusters Score -1.798599e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123804 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -17986010.000000 Penalty: 5828.916504
	Iteration 29Q: 3 clusters Score -1.798601e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124020 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -17986086.000000 Penalty: 5828.916504
	Iteration 30Q: 3 clusters Score -1.798609e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124186 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -17986124.000000 Penalty: 5828.916504
	Iteration 31Q: 3 clusters Score -1.798612e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124336 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -17986126.000000 Penalty: 5828.916504
	Iteration 32Q: 3 clusters Score -1.798613e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124461 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -17986150.000000 Penalty: 5828.916504
	Iteration 33Q: 3 clusters Score -1.798615e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124560 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -17986180.000000 Penalty: 5828.916504
	Iteration 34Q: 3 clusters Score -1.798618e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124646 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -17986180.000000 Penalty: 5828.916504
	Iteration 35Q: 3 clusters Score -1.798618e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124728 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -17986202.000000 Penalty: 5828.916504
	Iteration 36Q: 3 clusters Score -1.79862e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124797 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -17986220.000000 Penalty: 5828.916504
	Iteration 37Q: 3 clusters Score -1.798622e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124865 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -17986238.000000 Penalty: 5828.916504
	Iteration 38Q: 3 clusters Score -1.798624e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124912 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -17986250.000000 Penalty: 5828.916504
	Iteration 39Q: 3 clusters Score -1.798625e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124955 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -17986230.000000 Penalty: 5828.916504
	Iteration 40F: 3 clusters Score -1.798623e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124987 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -17986240.000000 Penalty: 5828.916504
	Iteration 41Q: 3 clusters Score -1.798624e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125019 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -17986252.000000 Penalty: 5828.916504
	Iteration 42Q: 3 clusters Score -1.798625e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125045 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -17986244.000000 Penalty: 5828.916504
	Iteration 43Q: 3 clusters Score -1.798624e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125064 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -17986272.000000 Penalty: 5828.916504
	Iteration 44Q: 3 clusters Score -1.798627e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125081 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -17986288.000000 Penalty: 5828.916504
	Iteration 45Q: 3 clusters Score -1.798629e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125096 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -17986274.000000 Penalty: 5828.916504
	Iteration 46Q: 3 clusters Score -1.798627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125102 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -17986278.000000 Penalty: 5828.916504
	Iteration 47Q: 3 clusters Score -1.798628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125107 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -17986268.000000 Penalty: 5828.916504
	Iteration 48Q: 3 clusters Score -1.798627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125113 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -17986256.000000 Penalty: 5828.916504
	Iteration 49Q: 3 clusters Score -1.798626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125120 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -17986282.000000 Penalty: 5828.916504
	Iteration 50Q: 3 clusters Score -1.798628e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125126 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -17986284.000000 Penalty: 5828.916504
	Iteration 51Q: 3 clusters Score -1.798628e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125134 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -17986284.000000 Penalty: 5828.916504
	Iteration 52Q: 3 clusters Score -1.798628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125138 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -17986288.000000 Penalty: 5828.916504
	Iteration 53Q: 3 clusters Score -1.798629e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125146 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -17986270.000000 Penalty: 5828.916504
	Iteration 54Q: 3 clusters Score -1.798627e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125153 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -17986282.000000 Penalty: 5828.916504
	Iteration 55Q: 3 clusters Score -1.798628e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125159 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -17986284.000000 Penalty: 5828.916504
	Iteration 56Q: 3 clusters Score -1.798628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125162 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -17986270.000000 Penalty: 5828.916504
	Iteration 57Q: 3 clusters Score -1.798627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125165 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -17986272.000000 Penalty: 5828.916504
	Iteration 58Q: 3 clusters Score -1.798627e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125167 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -17986292.000000 Penalty: 5828.916504
	Iteration 59Q: 3 clusters Score -1.798629e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125172 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -17986290.000000 Penalty: 5828.916504
	Iteration 60F: 3 clusters Score -1.798629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125178 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -17986308.000000 Penalty: 5828.916504
	Iteration 61Q: 3 clusters Score -1.798631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125182 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -17986312.000000 Penalty: 5828.916504
	Iteration 62Q: 3 clusters Score -1.798631e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125188 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -17986314.000000 Penalty: 5828.916504
	Iteration 63Q: 3 clusters Score -1.798631e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125193 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -17986302.000000 Penalty: 5828.916504
	Iteration 64Q: 3 clusters Score -1.79863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125198 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -17986298.000000 Penalty: 5828.916504
	Iteration 65Q: 3 clusters Score -1.79863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125203 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -17986316.000000 Penalty: 5828.916504
	Iteration 66Q: 3 clusters Score -1.798632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125208 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -17986310.000000 Penalty: 5828.916504
	Iteration 67Q: 3 clusters Score -1.798631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125210 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -17986320.000000 Penalty: 5828.916504
	Iteration 68Q: 3 clusters Score -1.798632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125212 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -17986328.000000 Penalty: 5828.916504
	Iteration 69Q: 3 clusters Score -1.798633e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125214 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -17986314.000000 Penalty: 5828.916504
	Iteration 70Q: 3 clusters Score -1.798631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125217 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -17986308.000000 Penalty: 5828.916504
	Iteration 71Q: 3 clusters Score -1.798631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125220 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -17986306.000000 Penalty: 5828.916504
	Iteration 72Q: 3 clusters Score -1.798631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125223 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -17986296.000000 Penalty: 5828.916504
	Iteration 73Q: 3 clusters Score -1.79863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125227 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -17986298.000000 Penalty: 5828.916504
	Iteration 74Q: 3 clusters Score -1.79863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125232 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -17986306.000000 Penalty: 5828.916504
	Iteration 75Q: 3 clusters Score -1.798631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125234 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -17986300.000000 Penalty: 5828.916504
	Iteration 76Q: 3 clusters Score -1.79863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125236 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -17986302.000000 Penalty: 5828.916504
	Iteration 77Q: 3 clusters Score -1.79863e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125236 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -17986302.000000 Penalty: 5828.916504
	Iteration 78F: 3 clusters Score -1.79863e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -81528.085938 Penalty: 1584.779663
	Iteration 0F: 2 clusters Score -81528.09 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 295 members 
Entering Unmasked Estep 
Score: -79952.640625 Penalty: 3169.559326
	Iteration 0F: 3 clusters Score -79952.64 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -80146.289062 Penalty: 3169.559326
	Iteration 1F: 3 clusters Score -80146.29 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -80211.078125 Penalty: 3169.559326
	Iteration 2F: 3 clusters Score -80211.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -80236.601562 Penalty: 3169.559326
	Iteration 3Q: 3 clusters Score -80236.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -80249.562500 Penalty: 3169.559326
	Iteration 4Q: 3 clusters Score -80249.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -80258.468750 Penalty: 3169.559326
	Iteration 5Q: 3 clusters Score -80258.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -80263.617188 Penalty: 3169.559326
	Iteration 6Q: 3 clusters Score -80263.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -80266.976562 Penalty: 3169.559326
	Iteration 7Q: 3 clusters Score -80266.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -80266.976562 Penalty: 3169.559326
	Iteration 8F: 3 clusters Score -80266.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Entering Unmasked Estep 
Score: -638187.375000 Penalty: 2090.071045
	Iteration 0F: 2 clusters Score -638187.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -633915.000000 Penalty: 4180.142090
	Iteration 0F: 3 clusters Score -633915 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -634825.000000 Penalty: 4180.142090
	Iteration 1F: 3 clusters Score -634825 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -635027.125000 Penalty: 4180.142090
	Iteration 2F: 3 clusters Score -635027.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -635164.750000 Penalty: 4180.142090
	Iteration 3F: 3 clusters Score -635164.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -635257.437500 Penalty: 4180.142090
	Iteration 4Q: 3 clusters Score -635257.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -635321.937500 Penalty: 4180.142090
	Iteration 5Q: 3 clusters Score -635321.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -635375.125000 Penalty: 4180.142090
	Iteration 6Q: 3 clusters Score -635375.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -635419.375000 Penalty: 4180.142090
	Iteration 7Q: 3 clusters Score -635419.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -635474.937500 Penalty: 4180.142090
	Iteration 8Q: 3 clusters Score -635474.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -635536.625000 Penalty: 4180.142090
	Iteration 9Q: 3 clusters Score -635536.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -635579.187500 Penalty: 4180.142090
	Iteration 10Q: 3 clusters Score -635579.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -635618.437500 Penalty: 4180.142090
	Iteration 11Q: 3 clusters Score -635618.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -635656.000000 Penalty: 4180.142090
	Iteration 12Q: 3 clusters Score -635656 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -635685.437500 Penalty: 4180.142090
	Iteration 13Q: 3 clusters Score -635685.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -635710.562500 Penalty: 4180.142090
	Iteration 14Q: 3 clusters Score -635710.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -635734.000000 Penalty: 4180.142090
	Iteration 15Q: 3 clusters Score -635734 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -635753.687500 Penalty: 4180.142090
	Iteration 16Q: 3 clusters Score -635753.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -635772.187500 Penalty: 4180.142090
	Iteration 17Q: 3 clusters Score -635772.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -635792.937500 Penalty: 4180.142090
	Iteration 18Q: 3 clusters Score -635792.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -635804.125000 Penalty: 4180.142090
	Iteration 19Q: 3 clusters Score -635804.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -635816.750000 Penalty: 4180.142090
	Iteration 20F: 3 clusters Score -635816.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -635831.750000 Penalty: 4180.142090
	Iteration 21Q: 3 clusters Score -635831.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -635849.062500 Penalty: 4180.142090
	Iteration 22Q: 3 clusters Score -635849.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -635865.500000 Penalty: 4180.142090
	Iteration 23Q: 3 clusters Score -635865.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -635882.062500 Penalty: 4180.142090
	Iteration 24Q: 3 clusters Score -635882.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -635898.250000 Penalty: 4180.142090
	Iteration 25Q: 3 clusters Score -635898.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -635916.625000 Penalty: 4180.142090
	Iteration 26Q: 3 clusters Score -635916.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -635931.875000 Penalty: 4180.142090
	Iteration 27Q: 3 clusters Score -635931.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -635946.625000 Penalty: 4180.142090
	Iteration 28Q: 3 clusters Score -635946.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -635965.500000 Penalty: 4180.142090
	Iteration 29Q: 3 clusters Score -635965.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -635984.062500 Penalty: 4180.142090
	Iteration 30Q: 3 clusters Score -635984.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -636004.000000 Penalty: 4180.142090
	Iteration 31Q: 3 clusters Score -636004 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -636020.875000 Penalty: 4180.142090
	Iteration 32Q: 3 clusters Score -636020.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -636034.500000 Penalty: 4180.142090
	Iteration 33Q: 3 clusters Score -636034.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -636046.312500 Penalty: 4180.142090
	Iteration 34Q: 3 clusters Score -636046.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -636055.187500 Penalty: 4180.142090
	Iteration 35Q: 3 clusters Score -636055.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -636067.687500 Penalty: 4180.142090
	Iteration 36Q: 3 clusters Score -636067.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -636078.750000 Penalty: 4180.142090
	Iteration 37Q: 3 clusters Score -636078.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -636088.375000 Penalty: 4180.142090
	Iteration 38Q: 3 clusters Score -636088.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -636097.750000 Penalty: 4180.142090
	Iteration 39Q: 3 clusters Score -636097.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -636108.000000 Penalty: 4180.142090
	Iteration 40F: 3 clusters Score -636108 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -636125.937500 Penalty: 4180.142090
	Iteration 41Q: 3 clusters Score -636125.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -636139.125000 Penalty: 4180.142090
	Iteration 42Q: 3 clusters Score -636139.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -636151.875000 Penalty: 4180.142090
	Iteration 43Q: 3 clusters Score -636151.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -636161.812500 Penalty: 4180.142090
	Iteration 44Q: 3 clusters Score -636161.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -636169.687500 Penalty: 4180.142090
	Iteration 45Q: 3 clusters Score -636169.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -636184.312500 Penalty: 4180.142090
	Iteration 46Q: 3 clusters Score -636184.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -636195.062500 Penalty: 4180.142090
	Iteration 47Q: 3 clusters Score -636195.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -636205.625000 Penalty: 4180.142090
	Iteration 48Q: 3 clusters Score -636205.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -636212.687500 Penalty: 4180.142090
	Iteration 49Q: 3 clusters Score -636212.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -636219.562500 Penalty: 4180.142090
	Iteration 50Q: 3 clusters Score -636219.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -636222.437500 Penalty: 4180.142090
	Iteration 51Q: 3 clusters Score -636222.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -636227.250000 Penalty: 4180.142090
	Iteration 52Q: 3 clusters Score -636227.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -636230.187500 Penalty: 4180.142090
	Iteration 53Q: 3 clusters Score -636230.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -636231.625000 Penalty: 4180.142090
	Iteration 54Q: 3 clusters Score -636231.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -636234.625000 Penalty: 4180.142090
	Iteration 55Q: 3 clusters Score -636234.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -636236.187500 Penalty: 4180.142090
	Iteration 56Q: 3 clusters Score -636236.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -636242.062500 Penalty: 4180.142090
	Iteration 57Q: 3 clusters Score -636242.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -636249.250000 Penalty: 4180.142090
	Iteration 58Q: 3 clusters Score -636249.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -636253.437500 Penalty: 4180.142090
	Iteration 59Q: 3 clusters Score -636253.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -636257.375000 Penalty: 4180.142090
	Iteration 60F: 3 clusters Score -636257.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -636261.000000 Penalty: 4180.142090
	Iteration 61Q: 3 clusters Score -636261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -636262.562500 Penalty: 4180.142090
	Iteration 62Q: 3 clusters Score -636262.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -636264.250000 Penalty: 4180.142090
	Iteration 63Q: 3 clusters Score -636264.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -636264.750000 Penalty: 4180.142090
	Iteration 64Q: 3 clusters Score -636264.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -636264.750000 Penalty: 4180.142090
	Iteration 65F: 3 clusters Score -636264.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Entering Unmasked Estep 
Score: -287206.781250 Penalty: 1895.821289
	Iteration 0F: 2 clusters Score -287206.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -284528.718750 Penalty: 3791.642578
	Iteration 0F: 3 clusters Score -284528.7 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -285036.500000 Penalty: 3791.642578
	Iteration 1F: 3 clusters Score -285036.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -285168.781250 Penalty: 3791.642578
	Iteration 2F: 3 clusters Score -285168.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -285267.531250 Penalty: 3791.642578
	Iteration 3Q: 3 clusters Score -285267.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -285327.625000 Penalty: 3791.642578
	Iteration 4Q: 3 clusters Score -285327.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -285377.062500 Penalty: 3791.642578
	Iteration 5Q: 3 clusters Score -285377.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -285410.218750 Penalty: 3791.642578
	Iteration 6Q: 3 clusters Score -285410.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -285435.625000 Penalty: 3791.642578
	Iteration 7Q: 3 clusters Score -285435.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -285457.781250 Penalty: 3791.642578
	Iteration 8Q: 3 clusters Score -285457.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -285478.687500 Penalty: 3791.642578
	Iteration 9Q: 3 clusters Score -285478.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -285489.750000 Penalty: 3791.642578
	Iteration 10Q: 3 clusters Score -285489.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -285506.062500 Penalty: 3791.642578
	Iteration 11Q: 3 clusters Score -285506.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -285516.750000 Penalty: 3791.642578
	Iteration 12Q: 3 clusters Score -285516.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -285528.156250 Penalty: 3791.642578
	Iteration 13Q: 3 clusters Score -285528.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -285534.562500 Penalty: 3791.642578
	Iteration 14Q: 3 clusters Score -285534.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -285538.000000 Penalty: 3791.642578
	Iteration 15Q: 3 clusters Score -285538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -285539.187500 Penalty: 3791.642578
	Iteration 16Q: 3 clusters Score -285539.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -285539.968750 Penalty: 3791.642578
	Iteration 17Q: 3 clusters Score -285540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -285540.562500 Penalty: 3791.642578
	Iteration 18Q: 3 clusters Score -285540.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -285542.125000 Penalty: 3791.642578
	Iteration 19Q: 3 clusters Score -285542.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -285543.281250 Penalty: 3791.642578
	Iteration 20F: 3 clusters Score -285543.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -285543.687500 Penalty: 3791.642578
	Iteration 21Q: 3 clusters Score -285543.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -285544.031250 Penalty: 3791.642578
	Iteration 22Q: 3 clusters Score -285544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -285544.031250 Penalty: 3791.642578
	Iteration 23F: 3 clusters Score -285544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (171116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171116 members 
Entering Unmasked Estep 
Score: -23842312.000000 Penalty: 2988.423828
	Iteration 0F: 2 clusters Score -2.384231e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85492 members 
Mstep: Class 2 contains 85624 members 
Entering Unmasked Estep 
Score: -23735740.000000 Penalty: 5976.847656
	Iteration 0F: 3 clusters Score -2.373574e+07 nChanged 82113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83655 members 
Mstep: Class 2 contains 87461 members 
Entering Unmasked Estep 
Score: -23782644.000000 Penalty: 5976.847656
	Iteration 1F: 3 clusters Score -2.378264e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82446 members 
Mstep: Class 2 contains 88670 members 
Entering Unmasked Estep 
Score: -23783800.000000 Penalty: 5976.847656
	Iteration 2Q: 3 clusters Score -2.37838e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80392 members 
Mstep: Class 2 contains 90724 members 
Entering Unmasked Estep 
Score: -23785194.000000 Penalty: 5976.847656
	Iteration 3Q: 3 clusters Score -2.378519e+07 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77075 members 
Mstep: Class 2 contains 94041 members 
Entering Unmasked Estep 
Score: -23787470.000000 Penalty: 5976.847656
	Iteration 4Q: 3 clusters Score -2.378747e+07 nChanged 8098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71913 members 
Mstep: Class 2 contains 99203 members 
Entering Unmasked Estep 
Score: -23791008.000000 Penalty: 5976.847656
	Iteration 5Q: 3 clusters Score -2.379101e+07 nChanged 10428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64163 members 
Mstep: Class 2 contains 106953 members 
Entering Unmasked Estep 
Score: -23797146.000000 Penalty: 5976.847656
	Iteration 6F: 3 clusters Score -2.379715e+07 nChanged 12702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53537 members 
Mstep: Class 2 contains 117579 members 
Entering Unmasked Estep 
Score: -23806120.000000 Penalty: 5976.847656
	Iteration 7F: 3 clusters Score -2.380612e+07 nChanged 13639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 129912 members 
Entering Unmasked Estep 
Score: -23817988.000000 Penalty: 5976.847656
	Iteration 8F: 3 clusters Score -2.381799e+07 nChanged 11944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 141190 members 
Entering Unmasked Estep 
Score: -23830168.000000 Penalty: 5976.847656
	Iteration 9F: 3 clusters Score -2.383017e+07 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 148771 members 
Entering Unmasked Estep 
Score: -23838494.000000 Penalty: 5976.847656
	Iteration 10Q: 3 clusters Score -2.383849e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 152965 members 
Entering Unmasked Estep 
Score: -23842472.000000 Penalty: 5976.847656
	Iteration 11Q: 3 clusters Score -2.384247e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 155857 members 
Entering Unmasked Estep 
Score: -23843722.000000 Penalty: 5976.847656
	Iteration 12Q: 3 clusters Score -2.384372e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 158299 members 
Entering Unmasked Estep 
Score: -23844066.000000 Penalty: 5976.847656
	Iteration 13Q: 3 clusters Score -2.384407e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 160513 members 
Entering Unmasked Estep 
Score: -23843854.000000 Penalty: 5976.847656
	Iteration 14Q: 3 clusters Score -2.384385e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 162512 members 
Entering Unmasked Estep 
Score: -23843290.000000 Penalty: 5976.847656
	Iteration 15Q: 3 clusters Score -2.384329e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 164263 members 
Entering Unmasked Estep 
Score: -23842882.000000 Penalty: 5976.847656
	Iteration 16Q: 3 clusters Score -2.384288e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 165683 members 
Entering Unmasked Estep 
Score: -23842342.000000 Penalty: 5976.847656
	Iteration 17Q: 3 clusters Score -2.384234e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 166846 members 
Entering Unmasked Estep 
Score: -23842078.000000 Penalty: 5976.847656
	Iteration 18Q: 3 clusters Score -2.384208e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 167697 members 
Entering Unmasked Estep 
Score: -23841868.000000 Penalty: 5976.847656
	Iteration 19Q: 3 clusters Score -2.384187e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 168308 members 
Entering Unmasked Estep 
Score: -23841598.000000 Penalty: 5976.847656
	Iteration 20F: 3 clusters Score -2.38416e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 168774 members 
Entering Unmasked Estep 
Score: -23841360.000000 Penalty: 5976.847656
	Iteration 21Q: 3 clusters Score -2.384136e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 169146 members 
Entering Unmasked Estep 
Score: -23841192.000000 Penalty: 5976.847656
	Iteration 22Q: 3 clusters Score -2.384119e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 169398 members 
Entering Unmasked Estep 
Score: -23841062.000000 Penalty: 5976.847656
	Iteration 23Q: 3 clusters Score -2.384106e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 169604 members 
Entering Unmasked Estep 
Score: -23840898.000000 Penalty: 5976.847656
	Iteration 24Q: 3 clusters Score -2.38409e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 169765 members 
Entering Unmasked Estep 
Score: -23840826.000000 Penalty: 5976.847656
	Iteration 25Q: 3 clusters Score -2.384083e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 169896 members 
Entering Unmasked Estep 
Score: -23840744.000000 Penalty: 5976.847656
	Iteration 26Q: 3 clusters Score -2.384074e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 170003 members 
Entering Unmasked Estep 
Score: -23840666.000000 Penalty: 5976.847656
	Iteration 27Q: 3 clusters Score -2.384067e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 170088 members 
Entering Unmasked Estep 
Score: -23840660.000000 Penalty: 5976.847656
	Iteration 28Q: 3 clusters Score -2.384066e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 170143 members 
Entering Unmasked Estep 
Score: -23840640.000000 Penalty: 5976.847656
	Iteration 29Q: 3 clusters Score -2.384064e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 170185 members 
Entering Unmasked Estep 
Score: -23840628.000000 Penalty: 5976.847656
	Iteration 30Q: 3 clusters Score -2.384063e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 170217 members 
Entering Unmasked Estep 
Score: -23840630.000000 Penalty: 5976.847656
	Iteration 31Q: 3 clusters Score -2.384063e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 170239 members 
Entering Unmasked Estep 
Score: -23840636.000000 Penalty: 5976.847656
	Iteration 32Q: 3 clusters Score -2.384064e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 170263 members 
Entering Unmasked Estep 
Score: -23840614.000000 Penalty: 5976.847656
	Iteration 33Q: 3 clusters Score -2.384061e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 170284 members 
Entering Unmasked Estep 
Score: -23840622.000000 Penalty: 5976.847656
	Iteration 34Q: 3 clusters Score -2.384062e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 170305 members 
Entering Unmasked Estep 
Score: -23840606.000000 Penalty: 5976.847656
	Iteration 35Q: 3 clusters Score -2.384061e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 170326 members 
Entering Unmasked Estep 
Score: -23840574.000000 Penalty: 5976.847656
	Iteration 36Q: 3 clusters Score -2.384057e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 170333 members 
Entering Unmasked Estep 
Score: -23840582.000000 Penalty: 5976.847656
	Iteration 37Q: 3 clusters Score -2.384058e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 170340 members 
Entering Unmasked Estep 
Score: -23840600.000000 Penalty: 5976.847656
	Iteration 38Q: 3 clusters Score -2.38406e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 170349 members 
Entering Unmasked Estep 
Score: -23840616.000000 Penalty: 5976.847656
	Iteration 39Q: 3 clusters Score -2.384062e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 170361 members 
Entering Unmasked Estep 
Score: -23840580.000000 Penalty: 5976.847656
	Iteration 40F: 3 clusters Score -2.384058e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 170371 members 
Entering Unmasked Estep 
Score: -23840570.000000 Penalty: 5976.847656
	Iteration 41Q: 3 clusters Score -2.384057e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 170381 members 
Entering Unmasked Estep 
Score: -23840570.000000 Penalty: 5976.847656
	Iteration 42Q: 3 clusters Score -2.384057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 170387 members 
Entering Unmasked Estep 
Score: -23840556.000000 Penalty: 5976.847656
	Iteration 43Q: 3 clusters Score -2.384056e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 170393 members 
Entering Unmasked Estep 
Score: -23840558.000000 Penalty: 5976.847656
	Iteration 44Q: 3 clusters Score -2.384056e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 170399 members 
Entering Unmasked Estep 
Score: -23840560.000000 Penalty: 5976.847656
	Iteration 45Q: 3 clusters Score -2.384056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 170404 members 
Entering Unmasked Estep 
Score: -23840578.000000 Penalty: 5976.847656
	Iteration 46Q: 3 clusters Score -2.384058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 170412 members 
Entering Unmasked Estep 
Score: -23840576.000000 Penalty: 5976.847656
	Iteration 47Q: 3 clusters Score -2.384058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 170418 members 
Entering Unmasked Estep 
Score: -23840560.000000 Penalty: 5976.847656
	Iteration 48Q: 3 clusters Score -2.384056e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 170423 members 
Entering Unmasked Estep 
Score: -23840552.000000 Penalty: 5976.847656
	Iteration 49Q: 3 clusters Score -2.384055e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 170433 members 
Entering Unmasked Estep 
Score: -23840554.000000 Penalty: 5976.847656
	Iteration 50Q: 3 clusters Score -2.384055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 170438 members 
Entering Unmasked Estep 
Score: -23840528.000000 Penalty: 5976.847656
	Iteration 51Q: 3 clusters Score -2.384053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 170444 members 
Entering Unmasked Estep 
Score: -23840524.000000 Penalty: 5976.847656
	Iteration 52Q: 3 clusters Score -2.384052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 170450 members 
Entering Unmasked Estep 
Score: -23840532.000000 Penalty: 5976.847656
	Iteration 53Q: 3 clusters Score -2.384053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 170452 members 
Entering Unmasked Estep 
Score: -23840536.000000 Penalty: 5976.847656
	Iteration 54Q: 3 clusters Score -2.384054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 170454 members 
Entering Unmasked Estep 
Score: -23840530.000000 Penalty: 5976.847656
	Iteration 55Q: 3 clusters Score -2.384053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 170455 members 
Entering Unmasked Estep 
Score: -23840530.000000 Penalty: 5976.847656
	Iteration 56Q: 3 clusters Score -2.384053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 170457 members 
Entering Unmasked Estep 
Score: -23840530.000000 Penalty: 5976.847656
	Iteration 57Q: 3 clusters Score -2.384053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 170459 members 
Entering Unmasked Estep 
Score: -23840536.000000 Penalty: 5976.847656
	Iteration 58Q: 3 clusters Score -2.384054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 170460 members 
Entering Unmasked Estep 
Score: -23840524.000000 Penalty: 5976.847656
	Iteration 59Q: 3 clusters Score -2.384052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 170460 members 
Entering Unmasked Estep 
Score: -23840524.000000 Penalty: 5976.847656
	Iteration 60F: 3 clusters Score -2.384052e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (66627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66627 members 
Entering Unmasked Estep 
Score: -9383011.000000 Penalty: 2754.502441
	Iteration 0F: 2 clusters Score -9383011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -9338318.000000 Penalty: 5509.004883
	Iteration 0F: 3 clusters Score -9338318 nChanged 30946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35418 members 
Mstep: Class 2 contains 31209 members 
Entering Unmasked Estep 
Score: -9356087.000000 Penalty: 5509.004883
	Iteration 1F: 3 clusters Score -9356087 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -9357083.000000 Penalty: 5509.004883
	Iteration 2Q: 3 clusters Score -9357083 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -9358241.000000 Penalty: 5509.004883
	Iteration 3Q: 3 clusters Score -9358241 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41047 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -9359901.000000 Penalty: 5509.004883
	Iteration 4F: 3 clusters Score -9359901 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -9362284.000000 Penalty: 5509.004883
	Iteration 5F: 3 clusters Score -9362284 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48317 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -9365583.000000 Penalty: 5509.004883
	Iteration 6F: 3 clusters Score -9365583 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52596 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -9369424.000000 Penalty: 5509.004883
	Iteration 7F: 3 clusters Score -9369424 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56387 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -9372890.000000 Penalty: 5509.004883
	Iteration 8F: 3 clusters Score -9372890 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59349 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -9375587.000000 Penalty: 5509.004883
	Iteration 9Q: 3 clusters Score -9375587 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61378 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -9377291.000000 Penalty: 5509.004883
	Iteration 10Q: 3 clusters Score -9377291 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62699 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -9378372.000000 Penalty: 5509.004883
	Iteration 11Q: 3 clusters Score -9378372 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63581 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -9379127.000000 Penalty: 5509.004883
	Iteration 12Q: 3 clusters Score -9379127 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64177 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -9379560.000000 Penalty: 5509.004883
	Iteration 13Q: 3 clusters Score -9379560 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64592 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -9379822.000000 Penalty: 5509.004883
	Iteration 14Q: 3 clusters Score -9379822 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64873 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -9380012.000000 Penalty: 5509.004883
	Iteration 15Q: 3 clusters Score -9380012 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65097 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -9380165.000000 Penalty: 5509.004883
	Iteration 16Q: 3 clusters Score -9380165 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65255 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -9380245.000000 Penalty: 5509.004883
	Iteration 17Q: 3 clusters Score -9380245 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65394 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -9380354.000000 Penalty: 5509.004883
	Iteration 18Q: 3 clusters Score -9380354 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65484 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -9380421.000000 Penalty: 5509.004883
	Iteration 19Q: 3 clusters Score -9380421 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65542 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -9380474.000000 Penalty: 5509.004883
	Iteration 20F: 3 clusters Score -9380474 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65591 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -9380499.000000 Penalty: 5509.004883
	Iteration 21Q: 3 clusters Score -9380499 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65636 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -9380524.000000 Penalty: 5509.004883
	Iteration 22Q: 3 clusters Score -9380524 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65678 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -9380564.000000 Penalty: 5509.004883
	Iteration 23Q: 3 clusters Score -9380564 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65711 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -9380576.000000 Penalty: 5509.004883
	Iteration 24Q: 3 clusters Score -9380576 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65741 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -9380607.000000 Penalty: 5509.004883
	Iteration 25Q: 3 clusters Score -9380607 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65764 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -9380629.000000 Penalty: 5509.004883
	Iteration 26Q: 3 clusters Score -9380629 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65772 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -9380638.000000 Penalty: 5509.004883
	Iteration 27Q: 3 clusters Score -9380638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65781 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -9380648.000000 Penalty: 5509.004883
	Iteration 28Q: 3 clusters Score -9380648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65797 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -9380666.000000 Penalty: 5509.004883
	Iteration 29Q: 3 clusters Score -9380666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65807 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -9380661.000000 Penalty: 5509.004883
	Iteration 30Q: 3 clusters Score -9380661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65817 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -9380661.000000 Penalty: 5509.004883
	Iteration 31Q: 3 clusters Score -9380661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65823 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -9380662.000000 Penalty: 5509.004883
	Iteration 32Q: 3 clusters Score -9380662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65832 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -9380672.000000 Penalty: 5509.004883
	Iteration 33Q: 3 clusters Score -9380672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65840 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -9380664.000000 Penalty: 5509.004883
	Iteration 34Q: 3 clusters Score -9380664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65839 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -9380671.000000 Penalty: 5509.004883
	Iteration 35Q: 3 clusters Score -9380671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65840 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -9380673.000000 Penalty: 5509.004883
	Iteration 36Q: 3 clusters Score -9380673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65843 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -9380668.000000 Penalty: 5509.004883
	Iteration 37Q: 3 clusters Score -9380668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65849 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -9380673.000000 Penalty: 5509.004883
	Iteration 38Q: 3 clusters Score -9380673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65848 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -9380675.000000 Penalty: 5509.004883
	Iteration 39Q: 3 clusters Score -9380675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65851 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -9380674.000000 Penalty: 5509.004883
	Iteration 40F: 3 clusters Score -9380674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65851 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -9380670.000000 Penalty: 5509.004883
	Iteration 41Q: 3 clusters Score -9380670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65853 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -9380675.000000 Penalty: 5509.004883
	Iteration 42Q: 3 clusters Score -9380675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65855 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -9380677.000000 Penalty: 5509.004883
	Iteration 43Q: 3 clusters Score -9380677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65856 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -9380683.000000 Penalty: 5509.004883
	Iteration 44Q: 3 clusters Score -9380683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65857 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -9380678.000000 Penalty: 5509.004883
	Iteration 45Q: 3 clusters Score -9380678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65859 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -9380677.000000 Penalty: 5509.004883
	Iteration 46Q: 3 clusters Score -9380677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65859 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -9380677.000000 Penalty: 5509.004883
	Iteration 47F: 3 clusters Score -9380677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32859 members 
Entering Unmasked Estep 
Score: -4653718.500000 Penalty: 2579.195068
	Iteration 0F: 2 clusters Score -4653718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -4631337.000000 Penalty: 5158.390137
	Iteration 0F: 3 clusters Score -4631337 nChanged 14949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -4639687.000000 Penalty: 5158.390137
	Iteration 1F: 3 clusters Score -4639687 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -4640423.000000 Penalty: 5158.390137
	Iteration 2Q: 3 clusters Score -4640423 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -4641320.000000 Penalty: 5158.390137
	Iteration 3F: 3 clusters Score -4641320 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -4642397.000000 Penalty: 5158.390137
	Iteration 4F: 3 clusters Score -4642397 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -4643629.000000 Penalty: 5158.390137
	Iteration 5F: 3 clusters Score -4643629 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -4645001.000000 Penalty: 5158.390137
	Iteration 6F: 3 clusters Score -4645001 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -4646496.500000 Penalty: 5158.390137
	Iteration 7F: 3 clusters Score -4646496 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -4647992.000000 Penalty: 5158.390137
	Iteration 8F: 3 clusters Score -4647992 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -4649400.500000 Penalty: 5158.390137
	Iteration 9F: 3 clusters Score -4649400 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -4650655.500000 Penalty: 5158.390137
	Iteration 10Q: 3 clusters Score -4650656 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -4651612.000000 Penalty: 5158.390137
	Iteration 11Q: 3 clusters Score -4651612 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -4652253.500000 Penalty: 5158.390137
	Iteration 12Q: 3 clusters Score -4652254 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -4652761.000000 Penalty: 5158.390137
	Iteration 13Q: 3 clusters Score -4652761 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -4653066.000000 Penalty: 5158.390137
	Iteration 14Q: 3 clusters Score -4653066 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4653258.000000 Penalty: 5158.390137
	Iteration 15Q: 3 clusters Score -4653258 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4653356.000000 Penalty: 5158.390137
	Iteration 16Q: 3 clusters Score -4653356 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4653409.500000 Penalty: 5158.390137
	Iteration 17Q: 3 clusters Score -4653410 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31639 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4653426.500000 Penalty: 5158.390137
	Iteration 18Q: 3 clusters Score -4653426 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -4653442.500000 Penalty: 5158.390137
	Iteration 19Q: 3 clusters Score -4653442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4653450.000000 Penalty: 5158.390137
	Iteration 20F: 3 clusters Score -4653450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -4653458.500000 Penalty: 5158.390137
	Iteration 21Q: 3 clusters Score -4653458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4653463.000000 Penalty: 5158.390137
	Iteration 22Q: 3 clusters Score -4653463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31731 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -4653468.500000 Penalty: 5158.390137
	Iteration 23Q: 3 clusters Score -4653468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4653471.000000 Penalty: 5158.390137
	Iteration 24Q: 3 clusters Score -4653471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -4653477.000000 Penalty: 5158.390137
	Iteration 25Q: 3 clusters Score -4653477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4653473.500000 Penalty: 5158.390137
	Iteration 26Q: 3 clusters Score -4653474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4653480.000000 Penalty: 5158.390137
	Iteration 27Q: 3 clusters Score -4653480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4653475.000000 Penalty: 5158.390137
	Iteration 28Q: 3 clusters Score -4653475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -4653478.500000 Penalty: 5158.390137
	Iteration 29Q: 3 clusters Score -4653478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4653477.000000 Penalty: 5158.390137
	Iteration 30Q: 3 clusters Score -4653477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4653478.000000 Penalty: 5158.390137
	Iteration 31Q: 3 clusters Score -4653478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4653476.500000 Penalty: 5158.390137
	Iteration 32Q: 3 clusters Score -4653476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4653476.500000 Penalty: 5158.390137
	Iteration 33F: 3 clusters Score -4653476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Entering Unmasked Estep 
Score: -2186610.250000 Penalty: 2391.117676
	Iteration 0F: 2 clusters Score -2186610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2175370.500000 Penalty: 4782.235352
	Iteration 0F: 3 clusters Score -2175370 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -2178837.500000 Penalty: 4782.235352
	Iteration 1F: 3 clusters Score -2178838 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -2179117.500000 Penalty: 4782.235352
	Iteration 2F: 3 clusters Score -2179118 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -2179355.250000 Penalty: 4782.235352
	Iteration 3Q: 3 clusters Score -2179355 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2179539.000000 Penalty: 4782.235352
	Iteration 4Q: 3 clusters Score -2179539 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -2179722.000000 Penalty: 4782.235352
	Iteration 5Q: 3 clusters Score -2179722 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -2179908.000000 Penalty: 4782.235352
	Iteration 6Q: 3 clusters Score -2179908 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -2180071.250000 Penalty: 4782.235352
	Iteration 7Q: 3 clusters Score -2180071 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -2180273.250000 Penalty: 4782.235352
	Iteration 8Q: 3 clusters Score -2180273 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -2180532.500000 Penalty: 4782.235352
	Iteration 9Q: 3 clusters Score -2180532 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -2180831.250000 Penalty: 4782.235352
	Iteration 10Q: 3 clusters Score -2180831 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -2181143.500000 Penalty: 4782.235352
	Iteration 11Q: 3 clusters Score -2181144 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -2181473.500000 Penalty: 4782.235352
	Iteration 12Q: 3 clusters Score -2181474 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -2181887.250000 Penalty: 4782.235352
	Iteration 13Q: 3 clusters Score -2181887 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -2182365.250000 Penalty: 4782.235352
	Iteration 14Q: 3 clusters Score -2182365 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2182834.500000 Penalty: 4782.235352
	Iteration 15Q: 3 clusters Score -2182834 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2183254.750000 Penalty: 4782.235352
	Iteration 16Q: 3 clusters Score -2183255 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2183609.750000 Penalty: 4782.235352
	Iteration 17Q: 3 clusters Score -2183610 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2183882.000000 Penalty: 4782.235352
	Iteration 18Q: 3 clusters Score -2183882 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2184104.000000 Penalty: 4782.235352
	Iteration 19Q: 3 clusters Score -2184104 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2184255.500000 Penalty: 4782.235352
	Iteration 20F: 3 clusters Score -2184256 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2184332.000000 Penalty: 4782.235352
	Iteration 21Q: 3 clusters Score -2184332 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2184381.250000 Penalty: 4782.235352
	Iteration 22Q: 3 clusters Score -2184381 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2184416.750000 Penalty: 4782.235352
	Iteration 23Q: 3 clusters Score -2184417 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2184440.000000 Penalty: 4782.235352
	Iteration 24Q: 3 clusters Score -2184440 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2184467.000000 Penalty: 4782.235352
	Iteration 25Q: 3 clusters Score -2184467 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2184481.250000 Penalty: 4782.235352
	Iteration 26Q: 3 clusters Score -2184481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2184488.500000 Penalty: 4782.235352
	Iteration 27Q: 3 clusters Score -2184488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2184496.500000 Penalty: 4782.235352
	Iteration 28Q: 3 clusters Score -2184496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2184497.750000 Penalty: 4782.235352
	Iteration 29Q: 3 clusters Score -2184498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2184499.500000 Penalty: 4782.235352
	Iteration 30Q: 3 clusters Score -2184500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2184507.500000 Penalty: 4782.235352
	Iteration 31Q: 3 clusters Score -2184508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2184507.500000 Penalty: 4782.235352
	Iteration 32Q: 3 clusters Score -2184508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2184510.500000 Penalty: 4782.235352
	Iteration 33Q: 3 clusters Score -2184510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2184514.500000 Penalty: 4782.235352
	Iteration 34Q: 3 clusters Score -2184514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2184513.000000 Penalty: 4782.235352
	Iteration 35Q: 3 clusters Score -2184513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2184514.750000 Penalty: 4782.235352
	Iteration 36Q: 3 clusters Score -2184515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2184515.750000 Penalty: 4782.235352
	Iteration 37Q: 3 clusters Score -2184516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2184516.750000 Penalty: 4782.235352
	Iteration 38Q: 3 clusters Score -2184517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2184518.500000 Penalty: 4782.235352
	Iteration 39Q: 3 clusters Score -2184518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2184521.250000 Penalty: 4782.235352
	Iteration 40F: 3 clusters Score -2184521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2184521.250000 Penalty: 4782.235352
	Iteration 41Q: 3 clusters Score -2184521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2184525.750000 Penalty: 4782.235352
	Iteration 42Q: 3 clusters Score -2184526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2184527.500000 Penalty: 4782.235352
	Iteration 43Q: 3 clusters Score -2184528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2184529.000000 Penalty: 4782.235352
	Iteration 44Q: 3 clusters Score -2184529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2184529.750000 Penalty: 4782.235352
	Iteration 45Q: 3 clusters Score -2184530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2184533.750000 Penalty: 4782.235352
	Iteration 46Q: 3 clusters Score -2184534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2184533.250000 Penalty: 4782.235352
	Iteration 47Q: 3 clusters Score -2184533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2184537.000000 Penalty: 4782.235352
	Iteration 48Q: 3 clusters Score -2184537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2184538.750000 Penalty: 4782.235352
	Iteration 49Q: 3 clusters Score -2184539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2184540.000000 Penalty: 4782.235352
	Iteration 50Q: 3 clusters Score -2184540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2184540.000000 Penalty: 4782.235352
	Iteration 51F: 3 clusters Score -2184540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (176273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176273 members 
Entering Unmasked Estep 
Score: -24844102.000000 Penalty: 2995.787598
	Iteration 0F: 2 clusters Score -2.48441e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88120 members 
Mstep: Class 2 contains 88153 members 
Entering Unmasked Estep 
Score: -24735830.000000 Penalty: 5991.575195
	Iteration 0F: 3 clusters Score -2.473583e+07 nChanged 84620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88314 members 
Mstep: Class 2 contains 87959 members 
Entering Unmasked Estep 
Score: -24785240.000000 Penalty: 5991.575195
	Iteration 1F: 3 clusters Score -2.478524e+07 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88811 members 
Mstep: Class 2 contains 87462 members 
Entering Unmasked Estep 
Score: -24785976.000000 Penalty: 5991.575195
	Iteration 2Q: 3 clusters Score -2.478598e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89639 members 
Mstep: Class 2 contains 86634 members 
Entering Unmasked Estep 
Score: -24786862.000000 Penalty: 5991.575195
	Iteration 3Q: 3 clusters Score -2.478686e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91038 members 
Mstep: Class 2 contains 85235 members 
Entering Unmasked Estep 
Score: -24787766.000000 Penalty: 5991.575195
	Iteration 4Q: 3 clusters Score -2.478777e+07 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93183 members 
Mstep: Class 2 contains 83090 members 
Entering Unmasked Estep 
Score: -24788896.000000 Penalty: 5991.575195
	Iteration 5Q: 3 clusters Score -2.47889e+07 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96444 members 
Mstep: Class 2 contains 79829 members 
Entering Unmasked Estep 
Score: -24790234.000000 Penalty: 5991.575195
	Iteration 6Q: 3 clusters Score -2.479023e+07 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101096 members 
Mstep: Class 2 contains 75177 members 
Entering Unmasked Estep 
Score: -24792446.000000 Penalty: 5991.575195
	Iteration 7Q: 3 clusters Score -2.479245e+07 nChanged 9176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107428 members 
Mstep: Class 2 contains 68845 members 
Entering Unmasked Estep 
Score: -24795580.000000 Penalty: 5991.575195
	Iteration 8F: 3 clusters Score -2.479558e+07 nChanged 10604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115166 members 
Mstep: Class 2 contains 61107 members 
Entering Unmasked Estep 
Score: -24799714.000000 Penalty: 5991.575195
	Iteration 9F: 3 clusters Score -2.479971e+07 nChanged 11055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123267 members 
Mstep: Class 2 contains 53006 members 
Entering Unmasked Estep 
Score: -24805194.000000 Penalty: 5991.575195
	Iteration 10F: 3 clusters Score -2.480519e+07 nChanged 10570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130279 members 
Mstep: Class 2 contains 45994 members 
Entering Unmasked Estep 
Score: -24812558.000000 Penalty: 5991.575195
	Iteration 11F: 3 clusters Score -2.481256e+07 nChanged 9463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134978 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -24819718.000000 Penalty: 5991.575195
	Iteration 12F: 3 clusters Score -2.481972e+07 nChanged 7672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136972 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
Score: -24824614.000000 Penalty: 5991.575195
	Iteration 13Q: 3 clusters Score -2.482461e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137694 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -24826676.000000 Penalty: 5991.575195
	Iteration 14Q: 3 clusters Score -2.482668e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138130 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -24827280.000000 Penalty: 5991.575195
	Iteration 15Q: 3 clusters Score -2.482728e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138596 members 
Mstep: Class 2 contains 37677 members 
Entering Unmasked Estep 
Score: -24827616.000000 Penalty: 5991.575195
	Iteration 16Q: 3 clusters Score -2.482762e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139055 members 
Mstep: Class 2 contains 37218 members 
Entering Unmasked Estep 
Score: -24827870.000000 Penalty: 5991.575195
	Iteration 17Q: 3 clusters Score -2.482787e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139527 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -24828172.000000 Penalty: 5991.575195
	Iteration 18Q: 3 clusters Score -2.482817e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139960 members 
Mstep: Class 2 contains 36313 members 
Entering Unmasked Estep 
Score: -24828474.000000 Penalty: 5991.575195
	Iteration 19Q: 3 clusters Score -2.482847e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140419 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -24828636.000000 Penalty: 5991.575195
	Iteration 20F: 3 clusters Score -2.482864e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140915 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -24828972.000000 Penalty: 5991.575195
	Iteration 21Q: 3 clusters Score -2.482897e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141409 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -24829270.000000 Penalty: 5991.575195
	Iteration 22Q: 3 clusters Score -2.482927e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141897 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -24829542.000000 Penalty: 5991.575195
	Iteration 23Q: 3 clusters Score -2.482954e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142398 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -24829852.000000 Penalty: 5991.575195
	Iteration 24Q: 3 clusters Score -2.482985e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142902 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -24830128.000000 Penalty: 5991.575195
	Iteration 25Q: 3 clusters Score -2.483013e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143411 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -24830384.000000 Penalty: 5991.575195
	Iteration 26Q: 3 clusters Score -2.483038e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143936 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -24830724.000000 Penalty: 5991.575195
	Iteration 27Q: 3 clusters Score -2.483072e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144503 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -24831002.000000 Penalty: 5991.575195
	Iteration 28Q: 3 clusters Score -2.4831e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145060 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -24831202.000000 Penalty: 5991.575195
	Iteration 29Q: 3 clusters Score -2.48312e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145576 members 
Mstep: Class 2 contains 30697 members 
Entering Unmasked Estep 
Score: -24831470.000000 Penalty: 5991.575195
	Iteration 30Q: 3 clusters Score -2.483147e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146088 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -24831666.000000 Penalty: 5991.575195
	Iteration 31Q: 3 clusters Score -2.483167e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146577 members 
Mstep: Class 2 contains 29696 members 
Entering Unmasked Estep 
Score: -24831930.000000 Penalty: 5991.575195
	Iteration 32Q: 3 clusters Score -2.483193e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147040 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -24832070.000000 Penalty: 5991.575195
	Iteration 33Q: 3 clusters Score -2.483207e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147549 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -24832268.000000 Penalty: 5991.575195
	Iteration 34Q: 3 clusters Score -2.483227e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148102 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -24832350.000000 Penalty: 5991.575195
	Iteration 35Q: 3 clusters Score -2.483235e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148667 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -24832362.000000 Penalty: 5991.575195
	Iteration 36Q: 3 clusters Score -2.483236e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149276 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -24832562.000000 Penalty: 5991.575195
	Iteration 37Q: 3 clusters Score -2.483256e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149903 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -24832690.000000 Penalty: 5991.575195
	Iteration 38Q: 3 clusters Score -2.483269e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150528 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -24832908.000000 Penalty: 5991.575195
	Iteration 39Q: 3 clusters Score -2.483291e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151142 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -24833148.000000 Penalty: 5991.575195
	Iteration 40F: 3 clusters Score -2.483315e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151753 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -24833652.000000 Penalty: 5991.575195
	Iteration 41Q: 3 clusters Score -2.483365e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152456 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -24834068.000000 Penalty: 5991.575195
	Iteration 42Q: 3 clusters Score -2.483407e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153191 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -24834520.000000 Penalty: 5991.575195
	Iteration 43Q: 3 clusters Score -2.483452e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153977 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -24835036.000000 Penalty: 5991.575195
	Iteration 44Q: 3 clusters Score -2.483504e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154848 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -24835792.000000 Penalty: 5991.575195
	Iteration 45Q: 3 clusters Score -2.483579e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155829 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -24836614.000000 Penalty: 5991.575195
	Iteration 46Q: 3 clusters Score -2.483661e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156916 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -24837384.000000 Penalty: 5991.575195
	Iteration 47Q: 3 clusters Score -2.483738e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158100 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -24838238.000000 Penalty: 5991.575195
	Iteration 48Q: 3 clusters Score -2.483824e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159372 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -24839102.000000 Penalty: 5991.575195
	Iteration 49Q: 3 clusters Score -2.48391e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160691 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -24839880.000000 Penalty: 5991.575195
	Iteration 50Q: 3 clusters Score -2.483988e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162145 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -24840546.000000 Penalty: 5991.575195
	Iteration 51Q: 3 clusters Score -2.484055e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163589 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -24841280.000000 Penalty: 5991.575195
	Iteration 52Q: 3 clusters Score -2.484128e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165020 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -24841910.000000 Penalty: 5991.575195
	Iteration 53Q: 3 clusters Score -2.484191e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166465 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -24842394.000000 Penalty: 5991.575195
	Iteration 54Q: 3 clusters Score -2.484239e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167829 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -24842752.000000 Penalty: 5991.575195
	Iteration 55Q: 3 clusters Score -2.484275e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169117 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -24842982.000000 Penalty: 5991.575195
	Iteration 56Q: 3 clusters Score -2.484298e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170262 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -24843168.000000 Penalty: 5991.575195
	Iteration 57Q: 3 clusters Score -2.484317e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171241 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -24843142.000000 Penalty: 5991.575195
	Iteration 58Q: 3 clusters Score -2.484314e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172021 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -24843190.000000 Penalty: 5991.575195
	Iteration 59Q: 3 clusters Score -2.484319e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172663 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -24843110.000000 Penalty: 5991.575195
	Iteration 60F: 3 clusters Score -2.484311e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173166 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -24843068.000000 Penalty: 5991.575195
	Iteration 61Q: 3 clusters Score -2.484307e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173578 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -24842934.000000 Penalty: 5991.575195
	Iteration 62Q: 3 clusters Score -2.484293e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173909 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -24842912.000000 Penalty: 5991.575195
	Iteration 63Q: 3 clusters Score -2.484291e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174149 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -24842864.000000 Penalty: 5991.575195
	Iteration 64Q: 3 clusters Score -2.484286e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174323 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -24842826.000000 Penalty: 5991.575195
	Iteration 65Q: 3 clusters Score -2.484283e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174474 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -24842792.000000 Penalty: 5991.575195
	Iteration 66Q: 3 clusters Score -2.484279e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174581 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -24842722.000000 Penalty: 5991.575195
	Iteration 67Q: 3 clusters Score -2.484272e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174675 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -24842668.000000 Penalty: 5991.575195
	Iteration 68Q: 3 clusters Score -2.484267e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174759 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -24842688.000000 Penalty: 5991.575195
	Iteration 69Q: 3 clusters Score -2.484269e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174824 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -24842634.000000 Penalty: 5991.575195
	Iteration 70Q: 3 clusters Score -2.484263e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174886 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -24842652.000000 Penalty: 5991.575195
	Iteration 71Q: 3 clusters Score -2.484265e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174923 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -24842626.000000 Penalty: 5991.575195
	Iteration 72Q: 3 clusters Score -2.484263e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174954 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -24842616.000000 Penalty: 5991.575195
	Iteration 73Q: 3 clusters Score -2.484262e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174977 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -24842594.000000 Penalty: 5991.575195
	Iteration 74Q: 3 clusters Score -2.484259e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174992 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -24842590.000000 Penalty: 5991.575195
	Iteration 75Q: 3 clusters Score -2.484259e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175003 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -24842602.000000 Penalty: 5991.575195
	Iteration 76Q: 3 clusters Score -2.48426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175009 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -24842590.000000 Penalty: 5991.575195
	Iteration 77Q: 3 clusters Score -2.484259e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175017 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -24842614.000000 Penalty: 5991.575195
	Iteration 78Q: 3 clusters Score -2.484261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175023 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -24842622.000000 Penalty: 5991.575195
	Iteration 79Q: 3 clusters Score -2.484262e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175033 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -24842608.000000 Penalty: 5991.575195
	Iteration 80F: 3 clusters Score -2.484261e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175038 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -24842620.000000 Penalty: 5991.575195
	Iteration 81Q: 3 clusters Score -2.484262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175043 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -24842612.000000 Penalty: 5991.575195
	Iteration 82Q: 3 clusters Score -2.484261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175042 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -24842612.000000 Penalty: 5991.575195
	Iteration 83Q: 3 clusters Score -2.484261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175045 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -24842612.000000 Penalty: 5991.575195
	Iteration 84Q: 3 clusters Score -2.484261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175048 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -24842606.000000 Penalty: 5991.575195
	Iteration 85Q: 3 clusters Score -2.484261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175051 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -24842612.000000 Penalty: 5991.575195
	Iteration 86Q: 3 clusters Score -2.484261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175055 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -24842604.000000 Penalty: 5991.575195
	Iteration 87Q: 3 clusters Score -2.48426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175056 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -24842616.000000 Penalty: 5991.575195
	Iteration 88Q: 3 clusters Score -2.484262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175058 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -24842618.000000 Penalty: 5991.575195
	Iteration 89Q: 3 clusters Score -2.484262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175061 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -24842604.000000 Penalty: 5991.575195
	Iteration 90Q: 3 clusters Score -2.48426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175062 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -24842596.000000 Penalty: 5991.575195
	Iteration 91Q: 3 clusters Score -2.48426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175063 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -24842604.000000 Penalty: 5991.575195
	Iteration 92Q: 3 clusters Score -2.48426e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175063 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -24842604.000000 Penalty: 5991.575195
	Iteration 93F: 3 clusters Score -2.48426e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Entering Unmasked Estep 
Score: -1840775.375000 Penalty: 2347.680664
	Iteration 0F: 2 clusters Score -1840775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1831222.750000 Penalty: 4695.361328
	Iteration 0F: 3 clusters Score -1831223 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1834154.250000 Penalty: 4695.361328
	Iteration 1F: 3 clusters Score -1834154 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1834439.125000 Penalty: 4695.361328
	Iteration 2F: 3 clusters Score -1834439 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1834643.750000 Penalty: 4695.361328
	Iteration 3Q: 3 clusters Score -1834644 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1834768.500000 Penalty: 4695.361328
	Iteration 4Q: 3 clusters Score -1834768 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1834874.500000 Penalty: 4695.361328
	Iteration 5Q: 3 clusters Score -1834874 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1834980.875000 Penalty: 4695.361328
	Iteration 6Q: 3 clusters Score -1834981 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1835094.000000 Penalty: 4695.361328
	Iteration 7Q: 3 clusters Score -1835094 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1835230.250000 Penalty: 4695.361328
	Iteration 8Q: 3 clusters Score -1835230 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1835386.375000 Penalty: 4695.361328
	Iteration 9Q: 3 clusters Score -1835386 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1835572.625000 Penalty: 4695.361328
	Iteration 10Q: 3 clusters Score -1835573 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1835799.250000 Penalty: 4695.361328
	Iteration 11Q: 3 clusters Score -1835799 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1836040.125000 Penalty: 4695.361328
	Iteration 12Q: 3 clusters Score -1836040 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1836281.125000 Penalty: 4695.361328
	Iteration 13Q: 3 clusters Score -1836281 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1836569.875000 Penalty: 4695.361328
	Iteration 14Q: 3 clusters Score -1836570 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1836891.125000 Penalty: 4695.361328
	Iteration 15Q: 3 clusters Score -1836891 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1837203.750000 Penalty: 4695.361328
	Iteration 16Q: 3 clusters Score -1837204 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1837479.750000 Penalty: 4695.361328
	Iteration 17Q: 3 clusters Score -1837480 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1837736.000000 Penalty: 4695.361328
	Iteration 18Q: 3 clusters Score -1837736 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1837938.375000 Penalty: 4695.361328
	Iteration 19Q: 3 clusters Score -1837938 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1838092.000000 Penalty: 4695.361328
	Iteration 20F: 3 clusters Score -1838092 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1838208.125000 Penalty: 4695.361328
	Iteration 21Q: 3 clusters Score -1838208 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1838310.500000 Penalty: 4695.361328
	Iteration 22Q: 3 clusters Score -1838310 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1838388.250000 Penalty: 4695.361328
	Iteration 23Q: 3 clusters Score -1838388 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1838444.500000 Penalty: 4695.361328
	Iteration 24Q: 3 clusters Score -1838444 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1838481.125000 Penalty: 4695.361328
	Iteration 25Q: 3 clusters Score -1838481 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1838504.625000 Penalty: 4695.361328
	Iteration 26Q: 3 clusters Score -1838505 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1838526.375000 Penalty: 4695.361328
	Iteration 27Q: 3 clusters Score -1838526 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1838550.500000 Penalty: 4695.361328
	Iteration 28Q: 3 clusters Score -1838550 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1838568.750000 Penalty: 4695.361328
	Iteration 29Q: 3 clusters Score -1838569 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1838589.250000 Penalty: 4695.361328
	Iteration 30Q: 3 clusters Score -1838589 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1838612.625000 Penalty: 4695.361328
	Iteration 31Q: 3 clusters Score -1838613 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1838627.625000 Penalty: 4695.361328
	Iteration 32Q: 3 clusters Score -1838628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1838637.000000 Penalty: 4695.361328
	Iteration 33Q: 3 clusters Score -1838637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1838646.750000 Penalty: 4695.361328
	Iteration 34Q: 3 clusters Score -1838647 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1838655.625000 Penalty: 4695.361328
	Iteration 35Q: 3 clusters Score -1838656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1838674.875000 Penalty: 4695.361328
	Iteration 36Q: 3 clusters Score -1838675 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1838690.750000 Penalty: 4695.361328
	Iteration 37Q: 3 clusters Score -1838691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1838703.750000 Penalty: 4695.361328
	Iteration 38Q: 3 clusters Score -1838704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1838710.625000 Penalty: 4695.361328
	Iteration 39Q: 3 clusters Score -1838711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1838716.375000 Penalty: 4695.361328
	Iteration 40F: 3 clusters Score -1838716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1838731.625000 Penalty: 4695.361328
	Iteration 41Q: 3 clusters Score -1838732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1838738.500000 Penalty: 4695.361328
	Iteration 42Q: 3 clusters Score -1838738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1838739.875000 Penalty: 4695.361328
	Iteration 43Q: 3 clusters Score -1838740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1838739.250000 Penalty: 4695.361328
	Iteration 44Q: 3 clusters Score -1838739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1838740.125000 Penalty: 4695.361328
	Iteration 45Q: 3 clusters Score -1838740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1838743.125000 Penalty: 4695.361328
	Iteration 46Q: 3 clusters Score -1838743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1838748.000000 Penalty: 4695.361328
	Iteration 47Q: 3 clusters Score -1838748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1838753.875000 Penalty: 4695.361328
	Iteration 48Q: 3 clusters Score -1838754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1838758.250000 Penalty: 4695.361328
	Iteration 49Q: 3 clusters Score -1838758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1838764.125000 Penalty: 4695.361328
	Iteration 50Q: 3 clusters Score -1838764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1838766.500000 Penalty: 4695.361328
	Iteration 51Q: 3 clusters Score -1838766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1838772.125000 Penalty: 4695.361328
	Iteration 52Q: 3 clusters Score -1838772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1838779.000000 Penalty: 4695.361328
	Iteration 53Q: 3 clusters Score -1838779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1838782.625000 Penalty: 4695.361328
	Iteration 54Q: 3 clusters Score -1838783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1838782.625000 Penalty: 4695.361328
	Iteration 55F: 3 clusters Score -1838783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Entering Unmasked Estep 
Score: -2511436.000000 Penalty: 2426.927490
	Iteration 0F: 2 clusters Score -2511436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2498881.750000 Penalty: 4853.854980
	Iteration 0F: 3 clusters Score -2498882 nChanged 7688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2502882.500000 Penalty: 4853.854980
	Iteration 1F: 3 clusters Score -2502882 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -2503225.500000 Penalty: 4853.854980
	Iteration 2F: 3 clusters Score -2503226 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -2503488.250000 Penalty: 4853.854980
	Iteration 3Q: 3 clusters Score -2503488 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -2503733.500000 Penalty: 4853.854980
	Iteration 4Q: 3 clusters Score -2503734 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -2503952.500000 Penalty: 4853.854980
	Iteration 5Q: 3 clusters Score -2503952 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -2504181.750000 Penalty: 4853.854980
	Iteration 6Q: 3 clusters Score -2504182 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -2504448.250000 Penalty: 4853.854980
	Iteration 7Q: 3 clusters Score -2504448 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -2504791.000000 Penalty: 4853.854980
	Iteration 8Q: 3 clusters Score -2504791 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -2505241.250000 Penalty: 4853.854980
	Iteration 9Q: 3 clusters Score -2505241 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -2505816.500000 Penalty: 4853.854980
	Iteration 10Q: 3 clusters Score -2505816 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -2506524.500000 Penalty: 4853.854980
	Iteration 11F: 3 clusters Score -2506524 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2507280.000000 Penalty: 4853.854980
	Iteration 12F: 3 clusters Score -2507280 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2507938.250000 Penalty: 4853.854980
	Iteration 13Q: 3 clusters Score -2507938 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2508435.750000 Penalty: 4853.854980
	Iteration 14Q: 3 clusters Score -2508436 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2508744.250000 Penalty: 4853.854980
	Iteration 15Q: 3 clusters Score -2508744 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2508936.500000 Penalty: 4853.854980
	Iteration 16Q: 3 clusters Score -2508936 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2509051.750000 Penalty: 4853.854980
	Iteration 17Q: 3 clusters Score -2509052 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2509112.000000 Penalty: 4853.854980
	Iteration 18Q: 3 clusters Score -2509112 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2509161.000000 Penalty: 4853.854980
	Iteration 19Q: 3 clusters Score -2509161 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2509197.750000 Penalty: 4853.854980
	Iteration 20F: 3 clusters Score -2509198 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2509236.500000 Penalty: 4853.854980
	Iteration 21Q: 3 clusters Score -2509236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2509262.000000 Penalty: 4853.854980
	Iteration 22Q: 3 clusters Score -2509262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2509284.000000 Penalty: 4853.854980
	Iteration 23Q: 3 clusters Score -2509284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2509296.000000 Penalty: 4853.854980
	Iteration 24Q: 3 clusters Score -2509296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2509303.000000 Penalty: 4853.854980
	Iteration 25Q: 3 clusters Score -2509303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2509309.250000 Penalty: 4853.854980
	Iteration 26Q: 3 clusters Score -2509309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2509315.750000 Penalty: 4853.854980
	Iteration 27Q: 3 clusters Score -2509316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2509318.250000 Penalty: 4853.854980
	Iteration 28Q: 3 clusters Score -2509318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2509322.750000 Penalty: 4853.854980
	Iteration 29Q: 3 clusters Score -2509323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2509324.500000 Penalty: 4853.854980
	Iteration 30Q: 3 clusters Score -2509324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2509327.250000 Penalty: 4853.854980
	Iteration 31Q: 3 clusters Score -2509327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2509330.000000 Penalty: 4853.854980
	Iteration 32Q: 3 clusters Score -2509330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2509330.000000 Penalty: 4853.854980
	Iteration 33F: 3 clusters Score -2509330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Entering Unmasked Estep 
Score: -3709468.250000 Penalty: 2521.817139
	Iteration 0F: 2 clusters Score -3709468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -3691415.000000 Penalty: 5043.634277
	Iteration 0F: 3 clusters Score -3691415 nChanged 11651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -3697757.750000 Penalty: 5043.634277
	Iteration 1F: 3 clusters Score -3697758 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -3698146.750000 Penalty: 5043.634277
	Iteration 2Q: 3 clusters Score -3698147 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -3698516.250000 Penalty: 5043.634277
	Iteration 3Q: 3 clusters Score -3698516 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -3698818.250000 Penalty: 5043.634277
	Iteration 4Q: 3 clusters Score -3698818 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -3699083.000000 Penalty: 5043.634277
	Iteration 5Q: 3 clusters Score -3699083 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -3699367.000000 Penalty: 5043.634277
	Iteration 6Q: 3 clusters Score -3699367 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -3699722.750000 Penalty: 5043.634277
	Iteration 7Q: 3 clusters Score -3699723 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -3700173.500000 Penalty: 5043.634277
	Iteration 8Q: 3 clusters Score -3700174 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -3700777.000000 Penalty: 5043.634277
	Iteration 9Q: 3 clusters Score -3700777 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -3701568.000000 Penalty: 5043.634277
	Iteration 10Q: 3 clusters Score -3701568 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -3702489.750000 Penalty: 5043.634277
	Iteration 11F: 3 clusters Score -3702490 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -3703446.250000 Penalty: 5043.634277
	Iteration 12Q: 3 clusters Score -3703446 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -3704313.250000 Penalty: 5043.634277
	Iteration 13Q: 3 clusters Score -3704313 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -3704901.500000 Penalty: 5043.634277
	Iteration 14Q: 3 clusters Score -3704902 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -3705257.500000 Penalty: 5043.634277
	Iteration 15Q: 3 clusters Score -3705258 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -3705459.500000 Penalty: 5043.634277
	Iteration 16Q: 3 clusters Score -3705460 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -3705650.000000 Penalty: 5043.634277
	Iteration 17Q: 3 clusters Score -3705650 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -3705773.000000 Penalty: 5043.634277
	Iteration 18Q: 3 clusters Score -3705773 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -3705906.500000 Penalty: 5043.634277
	Iteration 19Q: 3 clusters Score -3705906 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -3705994.000000 Penalty: 5043.634277
	Iteration 20F: 3 clusters Score -3705994 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -3706083.250000 Penalty: 5043.634277
	Iteration 21Q: 3 clusters Score -3706083 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -3706163.250000 Penalty: 5043.634277
	Iteration 22Q: 3 clusters Score -3706163 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -3706261.000000 Penalty: 5043.634277
	Iteration 23Q: 3 clusters Score -3706261 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -3706340.750000 Penalty: 5043.634277
	Iteration 24Q: 3 clusters Score -3706341 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -3706429.000000 Penalty: 5043.634277
	Iteration 25Q: 3 clusters Score -3706429 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -3706519.750000 Penalty: 5043.634277
	Iteration 26Q: 3 clusters Score -3706520 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -3706612.500000 Penalty: 5043.634277
	Iteration 27Q: 3 clusters Score -3706612 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -3706685.250000 Penalty: 5043.634277
	Iteration 28Q: 3 clusters Score -3706685 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -3706746.500000 Penalty: 5043.634277
	Iteration 29Q: 3 clusters Score -3706746 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -3706818.000000 Penalty: 5043.634277
	Iteration 30Q: 3 clusters Score -3706818 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -3706888.000000 Penalty: 5043.634277
	Iteration 31Q: 3 clusters Score -3706888 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -3706945.000000 Penalty: 5043.634277
	Iteration 32Q: 3 clusters Score -3706945 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -3707008.750000 Penalty: 5043.634277
	Iteration 33Q: 3 clusters Score -3707009 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -3707059.500000 Penalty: 5043.634277
	Iteration 34Q: 3 clusters Score -3707060 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -3707108.000000 Penalty: 5043.634277
	Iteration 35Q: 3 clusters Score -3707108 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -3707135.750000 Penalty: 5043.634277
	Iteration 36Q: 3 clusters Score -3707136 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -3707166.500000 Penalty: 5043.634277
	Iteration 37Q: 3 clusters Score -3707166 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -3707199.000000 Penalty: 5043.634277
	Iteration 38Q: 3 clusters Score -3707199 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -3707213.750000 Penalty: 5043.634277
	Iteration 39Q: 3 clusters Score -3707214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -3707226.250000 Penalty: 5043.634277
	Iteration 40F: 3 clusters Score -3707226 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -3707237.250000 Penalty: 5043.634277
	Iteration 41Q: 3 clusters Score -3707237 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -3707251.000000 Penalty: 5043.634277
	Iteration 42Q: 3 clusters Score -3707251 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -3707259.250000 Penalty: 5043.634277
	Iteration 43Q: 3 clusters Score -3707259 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -3707263.750000 Penalty: 5043.634277
	Iteration 44Q: 3 clusters Score -3707264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -3707276.500000 Penalty: 5043.634277
	Iteration 45Q: 3 clusters Score -3707276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -3707290.500000 Penalty: 5043.634277
	Iteration 46Q: 3 clusters Score -3707290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -3707295.000000 Penalty: 5043.634277
	Iteration 47Q: 3 clusters Score -3707295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -3707302.250000 Penalty: 5043.634277
	Iteration 48Q: 3 clusters Score -3707302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -3707310.000000 Penalty: 5043.634277
	Iteration 49Q: 3 clusters Score -3707310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -3707317.250000 Penalty: 5043.634277
	Iteration 50Q: 3 clusters Score -3707317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -3707323.500000 Penalty: 5043.634277
	Iteration 51Q: 3 clusters Score -3707324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -3707322.000000 Penalty: 5043.634277
	Iteration 52Q: 3 clusters Score -3707322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -3707323.000000 Penalty: 5043.634277
	Iteration 53Q: 3 clusters Score -3707323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -3707325.000000 Penalty: 5043.634277
	Iteration 54Q: 3 clusters Score -3707325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -3707326.500000 Penalty: 5043.634277
	Iteration 55Q: 3 clusters Score -3707326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -3707329.250000 Penalty: 5043.634277
	Iteration 56Q: 3 clusters Score -3707329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -3707337.250000 Penalty: 5043.634277
	Iteration 57Q: 3 clusters Score -3707337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -3707339.250000 Penalty: 5043.634277
	Iteration 58Q: 3 clusters Score -3707339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -3707341.750000 Penalty: 5043.634277
	Iteration 59Q: 3 clusters Score -3707342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -3707350.000000 Penalty: 5043.634277
	Iteration 60F: 3 clusters Score -3707350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -3707351.750000 Penalty: 5043.634277
	Iteration 61Q: 3 clusters Score -3707352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -3707356.500000 Penalty: 5043.634277
	Iteration 62Q: 3 clusters Score -3707356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -3707352.500000 Penalty: 5043.634277
	Iteration 63Q: 3 clusters Score -3707352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -3707353.500000 Penalty: 5043.634277
	Iteration 64Q: 3 clusters Score -3707354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -3707353.000000 Penalty: 5043.634277
	Iteration 65Q: 3 clusters Score -3707353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -3707351.000000 Penalty: 5043.634277
	Iteration 66Q: 3 clusters Score -3707351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -3707353.000000 Penalty: 5043.634277
	Iteration 67Q: 3 clusters Score -3707353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -3707352.250000 Penalty: 5043.634277
	Iteration 68Q: 3 clusters Score -3707352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -3707352.250000 Penalty: 5043.634277
	Iteration 69F: 3 clusters Score -3707352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Entering Unmasked Estep 
Score: -541959.750000 Penalty: 2052.545898
	Iteration 0F: 2 clusters Score -541959.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -538130.312500 Penalty: 4105.091797
	Iteration 0F: 3 clusters Score -538130.3 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -538979.375000 Penalty: 4105.091797
	Iteration 1F: 3 clusters Score -538979.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -539225.750000 Penalty: 4105.091797
	Iteration 2F: 3 clusters Score -539225.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -539418.687500 Penalty: 4105.091797
	Iteration 3F: 3 clusters Score -539418.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -539593.875000 Penalty: 4105.091797
	Iteration 4F: 3 clusters Score -539593.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -539719.437500 Penalty: 4105.091797
	Iteration 5Q: 3 clusters Score -539719.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -539812.687500 Penalty: 4105.091797
	Iteration 6Q: 3 clusters Score -539812.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -539884.125000 Penalty: 4105.091797
	Iteration 7Q: 3 clusters Score -539884.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -539952.750000 Penalty: 4105.091797
	Iteration 8Q: 3 clusters Score -539952.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -540010.375000 Penalty: 4105.091797
	Iteration 9Q: 3 clusters Score -540010.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -540069.812500 Penalty: 4105.091797
	Iteration 10Q: 3 clusters Score -540069.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -540133.875000 Penalty: 4105.091797
	Iteration 11Q: 3 clusters Score -540133.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -540215.812500 Penalty: 4105.091797
	Iteration 12Q: 3 clusters Score -540215.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -540306.437500 Penalty: 4105.091797
	Iteration 13Q: 3 clusters Score -540306.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -540405.062500 Penalty: 4105.091797
	Iteration 14Q: 3 clusters Score -540405.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -540499.812500 Penalty: 4105.091797
	Iteration 15Q: 3 clusters Score -540499.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -540607.000000 Penalty: 4105.091797
	Iteration 16Q: 3 clusters Score -540607 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -540714.062500 Penalty: 4105.091797
	Iteration 17Q: 3 clusters Score -540714.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -540804.500000 Penalty: 4105.091797
	Iteration 18Q: 3 clusters Score -540804.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -540892.687500 Penalty: 4105.091797
	Iteration 19Q: 3 clusters Score -540892.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -540989.125000 Penalty: 4105.091797
	Iteration 20F: 3 clusters Score -540989.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -541092.062500 Penalty: 4105.091797
	Iteration 21Q: 3 clusters Score -541092.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -541177.062500 Penalty: 4105.091797
	Iteration 22Q: 3 clusters Score -541177.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -541243.312500 Penalty: 4105.091797
	Iteration 23Q: 3 clusters Score -541243.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -541295.562500 Penalty: 4105.091797
	Iteration 24Q: 3 clusters Score -541295.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -541332.000000 Penalty: 4105.091797
	Iteration 25Q: 3 clusters Score -541332 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -541361.500000 Penalty: 4105.091797
	Iteration 26Q: 3 clusters Score -541361.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -541381.750000 Penalty: 4105.091797
	Iteration 27Q: 3 clusters Score -541381.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -541399.125000 Penalty: 4105.091797
	Iteration 28Q: 3 clusters Score -541399.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -541419.062500 Penalty: 4105.091797
	Iteration 29Q: 3 clusters Score -541419.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -541437.625000 Penalty: 4105.091797
	Iteration 30Q: 3 clusters Score -541437.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -541453.187500 Penalty: 4105.091797
	Iteration 31Q: 3 clusters Score -541453.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -541461.062500 Penalty: 4105.091797
	Iteration 32Q: 3 clusters Score -541461.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -541464.875000 Penalty: 4105.091797
	Iteration 33Q: 3 clusters Score -541464.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -541468.187500 Penalty: 4105.091797
	Iteration 34Q: 3 clusters Score -541468.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -541469.187500 Penalty: 4105.091797
	Iteration 35Q: 3 clusters Score -541469.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -541471.875000 Penalty: 4105.091797
	Iteration 36Q: 3 clusters Score -541471.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -541473.687500 Penalty: 4105.091797
	Iteration 37Q: 3 clusters Score -541473.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -541477.437500 Penalty: 4105.091797
	Iteration 38Q: 3 clusters Score -541477.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -541479.250000 Penalty: 4105.091797
	Iteration 39Q: 3 clusters Score -541479.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -541479.062500 Penalty: 4105.091797
	Iteration 40F: 3 clusters Score -541479.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -541482.000000 Penalty: 4105.091797
	Iteration 41Q: 3 clusters Score -541482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -541481.750000 Penalty: 4105.091797
	Iteration 42Q: 3 clusters Score -541481.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -541483.000000 Penalty: 4105.091797
	Iteration 43Q: 3 clusters Score -541483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -541484.812500 Penalty: 4105.091797
	Iteration 44Q: 3 clusters Score -541484.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -541484.875000 Penalty: 4105.091797
	Iteration 45Q: 3 clusters Score -541484.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -541484.750000 Penalty: 4105.091797
	Iteration 46Q: 3 clusters Score -541484.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -541485.125000 Penalty: 4105.091797
	Iteration 47Q: 3 clusters Score -541485.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -541485.125000 Penalty: 4105.091797
	Iteration 48F: 3 clusters Score -541485.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -51424.773438 Penalty: 1504.394897
	Iteration 0F: 2 clusters Score -51424.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50031.371094 Penalty: 3008.789795
	Iteration 0F: 3 clusters Score -50031.37 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -50211.714844 Penalty: 3008.789795
	Iteration 1F: 3 clusters Score -50211.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50246.144531 Penalty: 3008.789795
	Iteration 2Q: 3 clusters Score -50246.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50293.890625 Penalty: 3008.789795
	Iteration 3Q: 3 clusters Score -50293.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -50350.234375 Penalty: 3008.789795
	Iteration 4Q: 3 clusters Score -50350.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -50373.996094 Penalty: 3008.789795
	Iteration 5Q: 3 clusters Score -50374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -50404.902344 Penalty: 3008.789795
	Iteration 6Q: 3 clusters Score -50404.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -50439.550781 Penalty: 3008.789795
	Iteration 7Q: 3 clusters Score -50439.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -50462.730469 Penalty: 3008.789795
	Iteration 8Q: 3 clusters Score -50462.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -50500.625000 Penalty: 3008.789795
	Iteration 9Q: 3 clusters Score -50500.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -50551.589844 Penalty: 3008.789795
	Iteration 10Q: 3 clusters Score -50551.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -50614.128906 Penalty: 3008.789795
	Iteration 11Q: 3 clusters Score -50614.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -50647.617188 Penalty: 3008.789795
	Iteration 12Q: 3 clusters Score -50647.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -50698.453125 Penalty: 3008.789795
	Iteration 13Q: 3 clusters Score -50698.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -50799.355469 Penalty: 3008.789795
	Iteration 14Q: 3 clusters Score -50799.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -50923.484375 Penalty: 3008.789795
	Iteration 15Q: 3 clusters Score -50923.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -50977.972656 Penalty: 3008.789795
	Iteration 16Q: 3 clusters Score -50977.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -51057.957031 Penalty: 3008.789795
	Iteration 17Q: 3 clusters Score -51057.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -51132.246094 Penalty: 3008.789795
	Iteration 18Q: 3 clusters Score -51132.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -51179.558594 Penalty: 3008.789795
	Iteration 19Q: 3 clusters Score -51179.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -51217.238281 Penalty: 3008.789795
	Iteration 20F: 3 clusters Score -51217.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -51266.609375 Penalty: 3008.789795
	Iteration 21Q: 3 clusters Score -51266.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -51329.003906 Penalty: 3008.789795
	Iteration 22Q: 3 clusters Score -51329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -51368.781250 Penalty: 3008.789795
	Iteration 23Q: 3 clusters Score -51368.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -51415.300781 Penalty: 3008.789795
	Iteration 24Q: 3 clusters Score -51415.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -51517.625000 Penalty: 3008.789795
	Iteration 25Q: 3 clusters Score -51517.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -51571.468750 Penalty: 3008.789795
	Iteration 26Q: 3 clusters Score -51571.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -51585.664062 Penalty: 3008.789795
	Iteration 27Q: 3 clusters Score -51585.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -51599.406250 Penalty: 3008.789795
	Iteration 28Q: 3 clusters Score -51599.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -51645.757812 Penalty: 3008.789795
	Iteration 29Q: 3 clusters Score -51645.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -51716.816406 Penalty: 3008.789795
	Iteration 30Q: 3 clusters Score -51716.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -51760.402344 Penalty: 3008.789795
	Iteration 31Q: 3 clusters Score -51760.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -51770.937500 Penalty: 3008.789795
	Iteration 32Q: 3 clusters Score -51770.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -51817.402344 Penalty: 3008.789795
	Iteration 33Q: 3 clusters Score -51817.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -51845.183594 Penalty: 3008.789795
	Iteration 34Q: 3 clusters Score -51845.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -51845.183594 Penalty: 3008.789795
	Iteration 35F: 3 clusters Score -51845.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26984 members 
Mstep: Class 4 contains 9200 members 
Mstep: Class 5 contains 469 members 
Mstep: Class 6 contains 92350 members 
Mstep: Class 7 contains 18954 members 
Mstep: Class 8 contains 126988 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4572 members 
Mstep: Class 11 contains 2089 members 
Mstep: Class 12 contains 171116 members 
Mstep: Class 13 contains 66627 members 
Mstep: Class 14 contains 32859 members 
Mstep: Class 15 contains 15392 members 
Mstep: Class 16 contains 176273 members 
Mstep: Class 17 contains 12919 members 
Mstep: Class 18 contains 17783 members 
Mstep: Class 19 contains 26072 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 153 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 152664 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 278 members 
Entering Unmasked Estep 
Score: -132697592.000000 Penalty: 92242.843750
Splitting cluster 21 changes total score from -132699536.000000 to -132697592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -32784.636719 Penalty: 1428.988770
	Iteration 0F: 2 clusters Score -32784.64 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 142 members 
Entering Unmasked Estep 
Score: -31522.681641 Penalty: 2857.977539
	Iteration 0F: 3 clusters Score -31522.68 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -31665.435547 Penalty: 2857.977539
	Iteration 1F: 3 clusters Score -31665.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -31728.523438 Penalty: 2857.977539
	Iteration 2Q: 3 clusters Score -31728.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -31741.718750 Penalty: 2857.977539
	Iteration 3Q: 3 clusters Score -31741.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -31745.408203 Penalty: 2857.977539
	Iteration 4Q: 3 clusters Score -31745.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -31745.408203 Penalty: 2857.977539
	Iteration 5F: 3 clusters Score -31745.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -81107.156250 Penalty: 1589.315186
	Iteration 0F: 2 clusters Score -81107.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -79529.937500 Penalty: 3178.630371
	Iteration 0F: 3 clusters Score -79529.94 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -79761.164062 Penalty: 3178.630371
	Iteration 1F: 3 clusters Score -79761.16 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -79816.281250 Penalty: 3178.630371
	Iteration 2F: 3 clusters Score -79816.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -79847.531250 Penalty: 3178.630371
	Iteration 3Q: 3 clusters Score -79847.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -79866.546875 Penalty: 3178.630371
	Iteration 4Q: 3 clusters Score -79866.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -79870.968750 Penalty: 3178.630371
	Iteration 5Q: 3 clusters Score -79870.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -79873.062500 Penalty: 3178.630371
	Iteration 6Q: 3 clusters Score -79873.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -79873.062500 Penalty: 3178.630371
	Iteration 7F: 3 clusters Score -79873.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -66283.562500 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -66283.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -64728.980469 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -64728.98 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -65048.757812 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -65048.76 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -65263.230469 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -65263.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -65364.687500 Penalty: 3152.629395
	Iteration 3Q: 3 clusters Score -65364.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -65396.390625 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -65396.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -65441.683594 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -65441.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -65468.578125 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -65468.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -65483.078125 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -65483.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -65496.628906 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -65496.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -65500.679688 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -65500.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -65500.679688 Penalty: 3152.629395
	Iteration 10F: 3 clusters Score -65500.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (152664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152664 members 
Entering Unmasked Estep 
Score: -21342448.000000 Penalty: 2960.126709
	Iteration 0F: 2 clusters Score -2.134245e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76377 members 
Mstep: Class 2 contains 76287 members 
Entering Unmasked Estep 
Score: -21243910.000000 Penalty: 5920.253418
	Iteration 0F: 3 clusters Score -2.124391e+07 nChanged 73044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76285 members 
Mstep: Class 2 contains 76379 members 
Entering Unmasked Estep 
Score: -21286994.000000 Penalty: 5920.253418
	Iteration 1F: 3 clusters Score -2.128699e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76300 members 
Mstep: Class 2 contains 76364 members 
Entering Unmasked Estep 
Score: -21288496.000000 Penalty: 5920.253418
	Iteration 2Q: 3 clusters Score -2.12885e+07 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76294 members 
Mstep: Class 2 contains 76370 members 
Entering Unmasked Estep 
Score: -21290396.000000 Penalty: 5920.253418
	Iteration 3Q: 3 clusters Score -2.12904e+07 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76245 members 
Mstep: Class 2 contains 76419 members 
Entering Unmasked Estep 
Score: -21292912.000000 Penalty: 5920.253418
	Iteration 4Q: 3 clusters Score -2.129291e+07 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75986 members 
Mstep: Class 2 contains 76678 members 
Entering Unmasked Estep 
Score: -21296392.000000 Penalty: 5920.253418
	Iteration 5Q: 3 clusters Score -2.129639e+07 nChanged 8222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75268 members 
Mstep: Class 2 contains 77396 members 
Entering Unmasked Estep 
Score: -21301074.000000 Penalty: 5920.253418
	Iteration 6F: 3 clusters Score -2.130107e+07 nChanged 9388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73934 members 
Mstep: Class 2 contains 78730 members 
Entering Unmasked Estep 
Score: -21307284.000000 Penalty: 5920.253418
	Iteration 7F: 3 clusters Score -2.130728e+07 nChanged 9988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71904 members 
Mstep: Class 2 contains 80760 members 
Entering Unmasked Estep 
Score: -21314266.000000 Penalty: 5920.253418
	Iteration 8F: 3 clusters Score -2.131427e+07 nChanged 9310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69720 members 
Mstep: Class 2 contains 82944 members 
Entering Unmasked Estep 
Score: -21320458.000000 Penalty: 5920.253418
	Iteration 9F: 3 clusters Score -2.132046e+07 nChanged 7603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67637 members 
Mstep: Class 2 contains 85027 members 
Entering Unmasked Estep 
Score: -21324344.000000 Penalty: 5920.253418
	Iteration 10Q: 3 clusters Score -2.132434e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65603 members 
Mstep: Class 2 contains 87061 members 
Entering Unmasked Estep 
Score: -21326230.000000 Penalty: 5920.253418
	Iteration 11Q: 3 clusters Score -2.132623e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63502 members 
Mstep: Class 2 contains 89162 members 
Entering Unmasked Estep 
Score: -21327212.000000 Penalty: 5920.253418
	Iteration 12Q: 3 clusters Score -2.132721e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61219 members 
Mstep: Class 2 contains 91445 members 
Entering Unmasked Estep 
Score: -21328032.000000 Penalty: 5920.253418
	Iteration 13Q: 3 clusters Score -2.132803e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58712 members 
Mstep: Class 2 contains 93952 members 
Entering Unmasked Estep 
Score: -21328850.000000 Penalty: 5920.253418
	Iteration 14Q: 3 clusters Score -2.132885e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55810 members 
Mstep: Class 2 contains 96854 members 
Entering Unmasked Estep 
Score: -21329554.000000 Penalty: 5920.253418
	Iteration 15Q: 3 clusters Score -2.132955e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52492 members 
Mstep: Class 2 contains 100172 members 
Entering Unmasked Estep 
Score: -21330646.000000 Penalty: 5920.253418
	Iteration 16Q: 3 clusters Score -2.133065e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48990 members 
Mstep: Class 2 contains 103674 members 
Entering Unmasked Estep 
Score: -21331790.000000 Penalty: 5920.253418
	Iteration 17Q: 3 clusters Score -2.133179e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45287 members 
Mstep: Class 2 contains 107377 members 
Entering Unmasked Estep 
Score: -21332792.000000 Penalty: 5920.253418
	Iteration 18Q: 3 clusters Score -2.133279e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 111392 members 
Entering Unmasked Estep 
Score: -21333640.000000 Penalty: 5920.253418
	Iteration 19Q: 3 clusters Score -2.133364e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 115488 members 
Entering Unmasked Estep 
Score: -21334160.000000 Penalty: 5920.253418
	Iteration 20F: 3 clusters Score -2.133416e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 119870 members 
Entering Unmasked Estep 
Score: -21334846.000000 Penalty: 5920.253418
	Iteration 21Q: 3 clusters Score -2.133485e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 124199 members 
Entering Unmasked Estep 
Score: -21335350.000000 Penalty: 5920.253418
	Iteration 22Q: 3 clusters Score -2.133535e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 128668 members 
Entering Unmasked Estep 
Score: -21335958.000000 Penalty: 5920.253418
	Iteration 23Q: 3 clusters Score -2.133596e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 133001 members 
Entering Unmasked Estep 
Score: -21336806.000000 Penalty: 5920.253418
	Iteration 24Q: 3 clusters Score -2.133681e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 136923 members 
Entering Unmasked Estep 
Score: -21337686.000000 Penalty: 5920.253418
	Iteration 25Q: 3 clusters Score -2.133769e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 140316 members 
Entering Unmasked Estep 
Score: -21338496.000000 Penalty: 5920.253418
	Iteration 26Q: 3 clusters Score -2.13385e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 143180 members 
Entering Unmasked Estep 
Score: -21338922.000000 Penalty: 5920.253418
	Iteration 27Q: 3 clusters Score -2.133892e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 145537 members 
Entering Unmasked Estep 
Score: -21339486.000000 Penalty: 5920.253418
	Iteration 28Q: 3 clusters Score -2.133949e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 147417 members 
Entering Unmasked Estep 
Score: -21339908.000000 Penalty: 5920.253418
	Iteration 29Q: 3 clusters Score -2.133991e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 148777 members 
Entering Unmasked Estep 
Score: -21340062.000000 Penalty: 5920.253418
	Iteration 30Q: 3 clusters Score -2.134006e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 149632 members 
Entering Unmasked Estep 
Score: -21340206.000000 Penalty: 5920.253418
	Iteration 31Q: 3 clusters Score -2.134021e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 150134 members 
Entering Unmasked Estep 
Score: -21340242.000000 Penalty: 5920.253418
	Iteration 32Q: 3 clusters Score -2.134024e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 150430 members 
Entering Unmasked Estep 
Score: -21340286.000000 Penalty: 5920.253418
	Iteration 33Q: 3 clusters Score -2.134029e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 150592 members 
Entering Unmasked Estep 
Score: -21340284.000000 Penalty: 5920.253418
	Iteration 34Q: 3 clusters Score -2.134028e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 150693 members 
Entering Unmasked Estep 
Score: -21340286.000000 Penalty: 5920.253418
	Iteration 35Q: 3 clusters Score -2.134029e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 150758 members 
Entering Unmasked Estep 
Score: -21340294.000000 Penalty: 5920.253418
	Iteration 36Q: 3 clusters Score -2.134029e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 150803 members 
Entering Unmasked Estep 
Score: -21340288.000000 Penalty: 5920.253418
	Iteration 37Q: 3 clusters Score -2.134029e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 150839 members 
Entering Unmasked Estep 
Score: -21340318.000000 Penalty: 5920.253418
	Iteration 38Q: 3 clusters Score -2.134032e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 150860 members 
Entering Unmasked Estep 
Score: -21340304.000000 Penalty: 5920.253418
	Iteration 39Q: 3 clusters Score -2.13403e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 150879 members 
Entering Unmasked Estep 
Score: -21340522.000000 Penalty: 5920.253418
	Iteration 40F: 3 clusters Score -2.134052e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 151302 members 
Entering Unmasked Estep 
Score: -21340538.000000 Penalty: 5920.253418
	Iteration 41Q: 3 clusters Score -2.134054e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 151551 members 
Entering Unmasked Estep 
Score: -21340618.000000 Penalty: 5920.253418
	Iteration 42Q: 3 clusters Score -2.134062e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 151723 members 
Entering Unmasked Estep 
Score: -21340686.000000 Penalty: 5920.253418
	Iteration 43Q: 3 clusters Score -2.134069e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 151820 members 
Entering Unmasked Estep 
Score: -21340744.000000 Penalty: 5920.253418
	Iteration 44Q: 3 clusters Score -2.134074e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 151908 members 
Entering Unmasked Estep 
Score: -21340716.000000 Penalty: 5920.253418
	Iteration 45Q: 3 clusters Score -2.134072e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 151962 members 
Entering Unmasked Estep 
Score: -21340734.000000 Penalty: 5920.253418
	Iteration 46Q: 3 clusters Score -2.134073e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 152001 members 
Entering Unmasked Estep 
Score: -21340750.000000 Penalty: 5920.253418
	Iteration 47Q: 3 clusters Score -2.134075e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 152027 members 
Entering Unmasked Estep 
Score: -21340758.000000 Penalty: 5920.253418
	Iteration 48Q: 3 clusters Score -2.134076e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 152046 members 
Entering Unmasked Estep 
Score: -21340766.000000 Penalty: 5920.253418
	Iteration 49Q: 3 clusters Score -2.134077e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 152052 members 
Entering Unmasked Estep 
Score: -21340784.000000 Penalty: 5920.253418
	Iteration 50Q: 3 clusters Score -2.134078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 152057 members 
Entering Unmasked Estep 
Score: -21340766.000000 Penalty: 5920.253418
	Iteration 51Q: 3 clusters Score -2.134077e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 152059 members 
Entering Unmasked Estep 
Score: -21340762.000000 Penalty: 5920.253418
	Iteration 52Q: 3 clusters Score -2.134076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 152063 members 
Entering Unmasked Estep 
Score: -21340750.000000 Penalty: 5920.253418
	Iteration 53Q: 3 clusters Score -2.134075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 152066 members 
Entering Unmasked Estep 
Score: -21340774.000000 Penalty: 5920.253418
	Iteration 54Q: 3 clusters Score -2.134077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 152071 members 
Entering Unmasked Estep 
Score: -21340754.000000 Penalty: 5920.253418
	Iteration 55Q: 3 clusters Score -2.134075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 152076 members 
Entering Unmasked Estep 
Score: -21340754.000000 Penalty: 5920.253418
	Iteration 56Q: 3 clusters Score -2.134075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 152080 members 
Entering Unmasked Estep 
Score: -21340746.000000 Penalty: 5920.253418
	Iteration 57Q: 3 clusters Score -2.134075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 152083 members 
Entering Unmasked Estep 
Score: -21340774.000000 Penalty: 5920.253418
	Iteration 58Q: 3 clusters Score -2.134077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 152084 members 
Entering Unmasked Estep 
Score: -21340770.000000 Penalty: 5920.253418
	Iteration 59Q: 3 clusters Score -2.134077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 152085 members 
Entering Unmasked Estep 
Score: -21340776.000000 Penalty: 5920.253418
	Iteration 60F: 3 clusters Score -2.134078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 152085 members 
Entering Unmasked Estep 
Score: -21340792.000000 Penalty: 5920.253418
	Iteration 61Q: 3 clusters Score -2.134079e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 152085 members 
Entering Unmasked Estep 
Score: -21340792.000000 Penalty: 5920.253418
	Iteration 62F: 3 clusters Score -2.134079e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -62976.890625 Penalty: 1562.594971
	Iteration 0F: 2 clusters Score -62976.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -61435.929688 Penalty: 3125.189941
	Iteration 0F: 3 clusters Score -61435.93 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -61690.175781 Penalty: 3125.189941
	Iteration 1F: 3 clusters Score -61690.18 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -61773.839844 Penalty: 3125.189941
	Iteration 2Q: 3 clusters Score -61773.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -61848.195312 Penalty: 3125.189941
	Iteration 3Q: 3 clusters Score -61848.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -61879.320312 Penalty: 3125.189941
	Iteration 4Q: 3 clusters Score -61879.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -61909.132812 Penalty: 3125.189941
	Iteration 5Q: 3 clusters Score -61909.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -61928.929688 Penalty: 3125.189941
	Iteration 6Q: 3 clusters Score -61928.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -61947.519531 Penalty: 3125.189941
	Iteration 7Q: 3 clusters Score -61947.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -61978.269531 Penalty: 3125.189941
	Iteration 8Q: 3 clusters Score -61978.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -62007.789062 Penalty: 3125.189941
	Iteration 9Q: 3 clusters Score -62007.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -62020.910156 Penalty: 3125.189941
	Iteration 10Q: 3 clusters Score -62020.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -62025.671875 Penalty: 3125.189941
	Iteration 11Q: 3 clusters Score -62025.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -62029.542969 Penalty: 3125.189941
	Iteration 12Q: 3 clusters Score -62029.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -62037.289062 Penalty: 3125.189941
	Iteration 13Q: 3 clusters Score -62037.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -62037.289062 Penalty: 3125.189941
	Iteration 14F: 3 clusters Score -62037.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26984 members 
Mstep: Class 4 contains 9200 members 
Mstep: Class 5 contains 469 members 
Mstep: Class 6 contains 92350 members 
Mstep: Class 7 contains 18954 members 
Mstep: Class 8 contains 126988 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4572 members 
Mstep: Class 11 contains 2089 members 
Mstep: Class 12 contains 171116 members 
Mstep: Class 13 contains 66627 members 
Mstep: Class 14 contains 32859 members 
Mstep: Class 15 contains 15392 members 
Mstep: Class 16 contains 176273 members 
Mstep: Class 17 contains 12919 members 
Mstep: Class 18 contains 17783 members 
Mstep: Class 19 contains 26072 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 152664 members 
Mstep: Class 26 contains 545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132699312.000000 Penalty: 88826.445312
Iteration 159Q: 27 clusters Score -1.326993e+08 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26988 members 
Mstep: Class 4 contains 9204 members 
Mstep: Class 5 contains 468 members 
Mstep: Class 6 contains 92394 members 
Mstep: Class 7 contains 19014 members 
Mstep: Class 8 contains 127016 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4574 members 
Mstep: Class 11 contains 2090 members 
Mstep: Class 12 contains 171314 members 
Mstep: Class 13 contains 66648 members 
Mstep: Class 14 contains 32884 members 
Mstep: Class 15 contains 15385 members 
Mstep: Class 16 contains 176366 members 
Mstep: Class 17 contains 12918 members 
Mstep: Class 18 contains 17772 members 
Mstep: Class 19 contains 26340 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 151936 members 
Mstep: Class 26 contains 545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132698600.000000 Penalty: 88826.445312
Iteration 160F: 27 clusters Score -1.326986e+08 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26988 members 
Mstep: Class 4 contains 9213 members 
Mstep: Class 5 contains 468 members 
Mstep: Class 6 contains 92484 members 
Mstep: Class 7 contains 19056 members 
Mstep: Class 8 contains 127041 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4575 members 
Mstep: Class 11 contains 2089 members 
Mstep: Class 12 contains 171413 members 
Mstep: Class 13 contains 66656 members 
Mstep: Class 14 contains 32903 members 
Mstep: Class 15 contains 15363 members 
Mstep: Class 16 contains 176421 members 
Mstep: Class 17 contains 12903 members 
Mstep: Class 18 contains 17761 members 
Mstep: Class 19 contains 26588 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 151389 members 
Mstep: Class 26 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132698464.000000 Penalty: 88826.445312
Iteration 161Q: 27 clusters Score -1.326985e+08 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26975 members 
Mstep: Class 4 contains 9219 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 92571 members 
Mstep: Class 7 contains 19100 members 
Mstep: Class 8 contains 127062 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4578 members 
Mstep: Class 11 contains 2090 members 
Mstep: Class 12 contains 171387 members 
Mstep: Class 13 contains 66639 members 
Mstep: Class 14 contains 32919 members 
Mstep: Class 15 contains 15372 members 
Mstep: Class 16 contains 176442 members 
Mstep: Class 17 contains 12871 members 
Mstep: Class 18 contains 17756 members 
Mstep: Class 19 contains 26816 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 151047 members 
Mstep: Class 26 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132698848.000000 Penalty: 88826.445312
Iteration 162Q: 27 clusters Score -1.326988e+08 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26982 members 
Mstep: Class 4 contains 9224 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 92657 members 
Mstep: Class 7 contains 19139 members 
Mstep: Class 8 contains 127062 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4580 members 
Mstep: Class 11 contains 2089 members 
Mstep: Class 12 contains 171279 members 
Mstep: Class 13 contains 66631 members 
Mstep: Class 14 contains 32934 members 
Mstep: Class 15 contains 15364 members 
Mstep: Class 16 contains 176431 members 
Mstep: Class 17 contains 12841 members 
Mstep: Class 18 contains 17765 members 
Mstep: Class 19 contains 27021 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 150847 members 
Mstep: Class 26 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132699136.000000 Penalty: 88826.445312
Iteration 163Q: 27 clusters Score -1.326991e+08 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26981 members 
Mstep: Class 4 contains 9215 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 92775 members 
Mstep: Class 7 contains 19170 members 
Mstep: Class 8 contains 127043 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4581 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 171154 members 
Mstep: Class 13 contains 66612 members 
Mstep: Class 14 contains 32952 members 
Mstep: Class 15 contains 15359 members 
Mstep: Class 16 contains 176431 members 
Mstep: Class 17 contains 12807 members 
Mstep: Class 18 contains 17763 members 
Mstep: Class 19 contains 27190 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 150727 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132699120.000000 Penalty: 88826.445312
Iteration 164Q: 27 clusters Score -1.326991e+08 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26974 members 
Mstep: Class 4 contains 9213 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 92901 members 
Mstep: Class 7 contains 19185 members 
Mstep: Class 8 contains 127032 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4581 members 
Mstep: Class 11 contains 2084 members 
Mstep: Class 12 contains 170906 members 
Mstep: Class 13 contains 66601 members 
Mstep: Class 14 contains 32975 members 
Mstep: Class 15 contains 15356 members 
Mstep: Class 16 contains 176399 members 
Mstep: Class 17 contains 12782 members 
Mstep: Class 18 contains 17762 members 
Mstep: Class 19 contains 27371 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 150725 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132699272.000000 Penalty: 88826.445312
Iteration 165Q: 27 clusters Score -1.326993e+08 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26970 members 
Mstep: Class 4 contains 9206 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 93017 members 
Mstep: Class 7 contains 19195 members 
Mstep: Class 8 contains 127024 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4581 members 
Mstep: Class 11 contains 2084 members 
Mstep: Class 12 contains 170624 members 
Mstep: Class 13 contains 66571 members 
Mstep: Class 14 contains 33010 members 
Mstep: Class 15 contains 15349 members 
Mstep: Class 16 contains 176384 members 
Mstep: Class 17 contains 12759 members 
Mstep: Class 18 contains 17763 members 
Mstep: Class 19 contains 27532 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 150779 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132699296.000000 Penalty: 88826.445312
Iteration 166Q: 27 clusters Score -1.326993e+08 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26971 members 
Mstep: Class 4 contains 9204 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 93137 members 
Mstep: Class 7 contains 19207 members 
Mstep: Class 8 contains 127015 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4581 members 
Mstep: Class 11 contains 2083 members 
Mstep: Class 12 contains 170365 members 
Mstep: Class 13 contains 66518 members 
Mstep: Class 14 contains 33044 members 
Mstep: Class 15 contains 15327 members 
Mstep: Class 16 contains 176379 members 
Mstep: Class 17 contains 12734 members 
Mstep: Class 18 contains 17764 members 
Mstep: Class 19 contains 27662 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 150857 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132699456.000000 Penalty: 88826.445312
Iteration 167Q: 27 clusters Score -1.326995e+08 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26975 members 
Mstep: Class 4 contains 9200 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 93226 members 
Mstep: Class 7 contains 19211 members 
Mstep: Class 8 contains 126996 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4581 members 
Mstep: Class 11 contains 2084 members 
Mstep: Class 12 contains 170072 members 
Mstep: Class 13 contains 66463 members 
Mstep: Class 14 contains 33063 members 
Mstep: Class 15 contains 15321 members 
Mstep: Class 16 contains 176362 members 
Mstep: Class 17 contains 12722 members 
Mstep: Class 18 contains 17770 members 
Mstep: Class 19 contains 27796 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 151004 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132699672.000000 Penalty: 88826.445312
Iteration 168Q: 27 clusters Score -1.326997e+08 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26980 members 
Mstep: Class 4 contains 9194 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 93318 members 
Mstep: Class 7 contains 19223 members 
Mstep: Class 8 contains 126982 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4582 members 
Mstep: Class 11 contains 2085 members 
Mstep: Class 12 contains 169756 members 
Mstep: Class 13 contains 66408 members 
Mstep: Class 14 contains 33080 members 
Mstep: Class 15 contains 15315 members 
Mstep: Class 16 contains 176336 members 
Mstep: Class 17 contains 12720 members 
Mstep: Class 18 contains 17766 members 
Mstep: Class 19 contains 27927 members 
Mstep: Class 20 contains 3932 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 151173 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132699976.000000 Penalty: 88826.445312
Iteration 169Q: 27 clusters Score -1.327e+08 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26979 members 
Mstep: Class 4 contains 9197 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 93348 members 
Mstep: Class 7 contains 19235 members 
Mstep: Class 8 contains 126965 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4583 members 
Mstep: Class 11 contains 2085 members 
Mstep: Class 12 contains 169510 members 
Mstep: Class 13 contains 66327 members 
Mstep: Class 14 contains 33121 members 
Mstep: Class 15 contains 15305 members 
Mstep: Class 16 contains 176320 members 
Mstep: Class 17 contains 12701 members 
Mstep: Class 18 contains 17768 members 
Mstep: Class 19 contains 28054 members 
Mstep: Class 20 contains 3932 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 151347 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132700216.000000 Penalty: 88826.445312
Iteration 170Q: 27 clusters Score -1.327002e+08 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26975 members 
Mstep: Class 4 contains 9192 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 93371 members 
Mstep: Class 7 contains 19241 members 
Mstep: Class 8 contains 126963 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4583 members 
Mstep: Class 11 contains 2084 members 
Mstep: Class 12 contains 169271 members 
Mstep: Class 13 contains 66252 members 
Mstep: Class 14 contains 33146 members 
Mstep: Class 15 contains 15294 members 
Mstep: Class 16 contains 176307 members 
Mstep: Class 17 contains 12688 members 
Mstep: Class 18 contains 17768 members 
Mstep: Class 19 contains 28153 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 151556 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132700368.000000 Penalty: 88826.445312
Iteration 171Q: 27 clusters Score -1.327004e+08 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26964 members 
Mstep: Class 4 contains 9190 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 93362 members 
Mstep: Class 7 contains 19240 members 
Mstep: Class 8 contains 126946 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4583 members 
Mstep: Class 11 contains 2084 members 
Mstep: Class 12 contains 169042 members 
Mstep: Class 13 contains 66190 members 
Mstep: Class 14 contains 33177 members 
Mstep: Class 15 contains 15289 members 
Mstep: Class 16 contains 176300 members 
Mstep: Class 17 contains 12679 members 
Mstep: Class 18 contains 17769 members 
Mstep: Class 19 contains 28250 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 151779 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132700648.000000 Penalty: 88826.445312
Iteration 172Q: 27 clusters Score -1.327006e+08 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26955 members 
Mstep: Class 4 contains 9187 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 93365 members 
Mstep: Class 7 contains 19236 members 
Mstep: Class 8 contains 126920 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4583 members 
Mstep: Class 11 contains 2084 members 
Mstep: Class 12 contains 168821 members 
Mstep: Class 13 contains 66127 members 
Mstep: Class 14 contains 33225 members 
Mstep: Class 15 contains 15279 members 
Mstep: Class 16 contains 176271 members 
Mstep: Class 17 contains 12678 members 
Mstep: Class 18 contains 17766 members 
Mstep: Class 19 contains 28345 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 152002 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132700856.000000 Penalty: 88826.445312
Iteration 173Q: 27 clusters Score -1.327009e+08 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26945 members 
Mstep: Class 4 contains 9185 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 93345 members 
Mstep: Class 7 contains 19233 members 
Mstep: Class 8 contains 126899 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4583 members 
Mstep: Class 11 contains 2084 members 
Mstep: Class 12 contains 168636 members 
Mstep: Class 13 contains 66051 members 
Mstep: Class 14 contains 33257 members 
Mstep: Class 15 contains 15274 members 
Mstep: Class 16 contains 176266 members 
Mstep: Class 17 contains 12677 members 
Mstep: Class 18 contains 17763 members 
Mstep: Class 19 contains 28440 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 152206 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132701056.000000 Penalty: 88826.445312
Iteration 174Q: 27 clusters Score -1.327011e+08 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26921 members 
Mstep: Class 4 contains 9186 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 93317 members 
Mstep: Class 7 contains 19228 members 
Mstep: Class 8 contains 126864 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4583 members 
Mstep: Class 11 contains 2085 members 
Mstep: Class 12 contains 168487 members 
Mstep: Class 13 contains 65981 members 
Mstep: Class 14 contains 33272 members 
Mstep: Class 15 contains 15278 members 
Mstep: Class 16 contains 176259 members 
Mstep: Class 17 contains 12653 members 
Mstep: Class 18 contains 17762 members 
Mstep: Class 19 contains 28529 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 152439 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132701200.000000 Penalty: 88826.445312
Iteration 175Q: 27 clusters Score -1.327012e+08 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26896 members 
Mstep: Class 4 contains 9190 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 93296 members 
Mstep: Class 7 contains 19220 members 
Mstep: Class 8 contains 126832 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4584 members 
Mstep: Class 11 contains 2085 members 
Mstep: Class 12 contains 168313 members 
Mstep: Class 13 contains 65914 members 
Mstep: Class 14 contains 33284 members 
Mstep: Class 15 contains 15280 members 
Mstep: Class 16 contains 176248 members 
Mstep: Class 17 contains 12642 members 
Mstep: Class 18 contains 17755 members 
Mstep: Class 19 contains 28595 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 152710 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132701512.000000 Penalty: 88826.445312
Iteration 176Q: 27 clusters Score -1.327015e+08 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26876 members 
Mstep: Class 4 contains 9187 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 93260 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 126804 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4584 members 
Mstep: Class 11 contains 2084 members 
Mstep: Class 12 contains 168191 members 
Mstep: Class 13 contains 65865 members 
Mstep: Class 14 contains 33293 members 
Mstep: Class 15 contains 15274 members 
Mstep: Class 16 contains 176250 members 
Mstep: Class 17 contains 12631 members 
Mstep: Class 18 contains 17756 members 
Mstep: Class 19 contains 28671 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 152903 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132701832.000000 Penalty: 88826.445312
Iteration 177Q: 27 clusters Score -1.327018e+08 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26854 members 
Mstep: Class 4 contains 9186 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 93216 members 
Mstep: Class 7 contains 19209 members 
Mstep: Class 8 contains 126772 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4584 members 
Mstep: Class 11 contains 2083 members 
Mstep: Class 12 contains 168111 members 
Mstep: Class 13 contains 65837 members 
Mstep: Class 14 contains 33298 members 
Mstep: Class 15 contains 15268 members 
Mstep: Class 16 contains 176247 members 
Mstep: Class 17 contains 12623 members 
Mstep: Class 18 contains 17755 members 
Mstep: Class 19 contains 28734 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 153066 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702120.000000 Penalty: 88826.445312
Iteration 178Q: 27 clusters Score -1.327021e+08 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26840 members 
Mstep: Class 4 contains 9184 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 93172 members 
Mstep: Class 7 contains 19204 members 
Mstep: Class 8 contains 126733 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4583 members 
Mstep: Class 11 contains 2084 members 
Mstep: Class 12 contains 167983 members 
Mstep: Class 13 contains 65811 members 
Mstep: Class 14 contains 33326 members 
Mstep: Class 15 contains 15263 members 
Mstep: Class 16 contains 176232 members 
Mstep: Class 17 contains 12614 members 
Mstep: Class 18 contains 17755 members 
Mstep: Class 19 contains 28800 members 
Mstep: Class 20 contains 3934 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 153258 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702048.000000 Penalty: 88826.445312
Iteration 179Q: 27 clusters Score -1.32702e+08 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26825 members 
Mstep: Class 4 contains 9186 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 93137 members 
Mstep: Class 7 contains 19195 members 
Mstep: Class 8 contains 126700 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4581 members 
Mstep: Class 11 contains 2083 members 
Mstep: Class 12 contains 167885 members 
Mstep: Class 13 contains 65782 members 
Mstep: Class 14 contains 33333 members 
Mstep: Class 15 contains 15264 members 
Mstep: Class 16 contains 176233 members 
Mstep: Class 17 contains 12606 members 
Mstep: Class 18 contains 17755 members 
Mstep: Class 19 contains 28855 members 
Mstep: Class 20 contains 3934 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 153422 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702064.000000 Penalty: 88826.445312
Iteration 180F: 27 clusters Score -1.327021e+08 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26821 members 
Mstep: Class 4 contains 9181 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 93110 members 
Mstep: Class 7 contains 19193 members 
Mstep: Class 8 contains 126669 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4586 members 
Mstep: Class 11 contains 2080 members 
Mstep: Class 12 contains 167781 members 
Mstep: Class 13 contains 65752 members 
Mstep: Class 14 contains 33339 members 
Mstep: Class 15 contains 15260 members 
Mstep: Class 16 contains 176208 members 
Mstep: Class 17 contains 12599 members 
Mstep: Class 18 contains 17756 members 
Mstep: Class 19 contains 28906 members 
Mstep: Class 20 contains 3934 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 153600 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702328.000000 Penalty: 88826.445312
Iteration 181Q: 27 clusters Score -1.327023e+08 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26818 members 
Mstep: Class 4 contains 9185 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 93086 members 
Mstep: Class 7 contains 19192 members 
Mstep: Class 8 contains 126640 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4588 members 
Mstep: Class 11 contains 2079 members 
Mstep: Class 12 contains 167675 members 
Mstep: Class 13 contains 65724 members 
Mstep: Class 14 contains 33348 members 
Mstep: Class 15 contains 15260 members 
Mstep: Class 16 contains 176171 members 
Mstep: Class 17 contains 12586 members 
Mstep: Class 18 contains 17757 members 
Mstep: Class 19 contains 28948 members 
Mstep: Class 20 contains 3934 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 153784 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702328.000000 Penalty: 88826.445312
Iteration 182Q: 27 clusters Score -1.327023e+08 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26818 members 
Mstep: Class 4 contains 9181 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 93074 members 
Mstep: Class 7 contains 19185 members 
Mstep: Class 8 contains 126621 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4588 members 
Mstep: Class 11 contains 2080 members 
Mstep: Class 12 contains 167530 members 
Mstep: Class 13 contains 65709 members 
Mstep: Class 14 contains 33361 members 
Mstep: Class 15 contains 15253 members 
Mstep: Class 16 contains 176146 members 
Mstep: Class 17 contains 12580 members 
Mstep: Class 18 contains 17759 members 
Mstep: Class 19 contains 28983 members 
Mstep: Class 20 contains 3934 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 153973 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702304.000000 Penalty: 88826.445312
Iteration 183Q: 27 clusters Score -1.327023e+08 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26821 members 
Mstep: Class 4 contains 9178 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 93058 members 
Mstep: Class 7 contains 19175 members 
Mstep: Class 8 contains 126589 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4589 members 
Mstep: Class 11 contains 2081 members 
Mstep: Class 12 contains 167379 members 
Mstep: Class 13 contains 65694 members 
Mstep: Class 14 contains 33382 members 
Mstep: Class 15 contains 15248 members 
Mstep: Class 16 contains 176144 members 
Mstep: Class 17 contains 12569 members 
Mstep: Class 18 contains 17760 members 
Mstep: Class 19 contains 29016 members 
Mstep: Class 20 contains 3934 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 154158 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702304.000000 Penalty: 88826.445312
Iteration 184Q: 27 clusters Score -1.327023e+08 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26819 members 
Mstep: Class 4 contains 9175 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 93011 members 
Mstep: Class 7 contains 19169 members 
Mstep: Class 8 contains 126537 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4589 members 
Mstep: Class 11 contains 2077 members 
Mstep: Class 12 contains 167283 members 
Mstep: Class 13 contains 65663 members 
Mstep: Class 14 contains 33397 members 
Mstep: Class 15 contains 15246 members 
Mstep: Class 16 contains 176141 members 
Mstep: Class 17 contains 12549 members 
Mstep: Class 18 contains 17760 members 
Mstep: Class 19 contains 29055 members 
Mstep: Class 20 contains 3934 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 154370 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702576.000000 Penalty: 88826.445312
Iteration 185Q: 27 clusters Score -1.327026e+08 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26812 members 
Mstep: Class 4 contains 9167 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 92981 members 
Mstep: Class 7 contains 19172 members 
Mstep: Class 8 contains 126499 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4589 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 167209 members 
Mstep: Class 13 contains 65637 members 
Mstep: Class 14 contains 33407 members 
Mstep: Class 15 contains 15230 members 
Mstep: Class 16 contains 176127 members 
Mstep: Class 17 contains 12531 members 
Mstep: Class 18 contains 17758 members 
Mstep: Class 19 contains 29094 members 
Mstep: Class 20 contains 3934 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 154555 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702520.000000 Penalty: 88826.445312
Iteration 186Q: 27 clusters Score -1.327025e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26814 members 
Mstep: Class 4 contains 9164 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 92946 members 
Mstep: Class 7 contains 19173 members 
Mstep: Class 8 contains 126442 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4588 members 
Mstep: Class 11 contains 2072 members 
Mstep: Class 12 contains 167098 members 
Mstep: Class 13 contains 65614 members 
Mstep: Class 14 contains 33414 members 
Mstep: Class 15 contains 15218 members 
Mstep: Class 16 contains 176113 members 
Mstep: Class 17 contains 12518 members 
Mstep: Class 18 contains 17759 members 
Mstep: Class 19 contains 29126 members 
Mstep: Class 20 contains 3934 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 154782 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702632.000000 Penalty: 88826.445312
Iteration 187Q: 27 clusters Score -1.327026e+08 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26816 members 
Mstep: Class 4 contains 9158 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 92887 members 
Mstep: Class 7 contains 19166 members 
Mstep: Class 8 contains 126390 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4588 members 
Mstep: Class 11 contains 2072 members 
Mstep: Class 12 contains 166947 members 
Mstep: Class 13 contains 65584 members 
Mstep: Class 14 contains 33427 members 
Mstep: Class 15 contains 15216 members 
Mstep: Class 16 contains 176101 members 
Mstep: Class 17 contains 12500 members 
Mstep: Class 18 contains 17760 members 
Mstep: Class 19 contains 29160 members 
Mstep: Class 20 contains 3934 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 155069 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702800.000000 Penalty: 88826.445312
Iteration 188Q: 27 clusters Score -1.327028e+08 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26817 members 
Mstep: Class 4 contains 9153 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 92837 members 
Mstep: Class 7 contains 19169 members 
Mstep: Class 8 contains 126358 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4588 members 
Mstep: Class 11 contains 2072 members 
Mstep: Class 12 contains 166759 members 
Mstep: Class 13 contains 65557 members 
Mstep: Class 14 contains 33438 members 
Mstep: Class 15 contains 15198 members 
Mstep: Class 16 contains 176078 members 
Mstep: Class 17 contains 12489 members 
Mstep: Class 18 contains 17763 members 
Mstep: Class 19 contains 29183 members 
Mstep: Class 20 contains 3934 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 155382 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703088.000000 Penalty: 88826.445312
Iteration 189Q: 27 clusters Score -1.327031e+08 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26818 members 
Mstep: Class 4 contains 9149 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 92757 members 
Mstep: Class 7 contains 19157 members 
Mstep: Class 8 contains 126338 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4588 members 
Mstep: Class 11 contains 2072 members 
Mstep: Class 12 contains 166578 members 
Mstep: Class 13 contains 65530 members 
Mstep: Class 14 contains 33445 members 
Mstep: Class 15 contains 15179 members 
Mstep: Class 16 contains 176060 members 
Mstep: Class 17 contains 12475 members 
Mstep: Class 18 contains 17768 members 
Mstep: Class 19 contains 29198 members 
Mstep: Class 20 contains 3934 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 155729 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703344.000000 Penalty: 88826.445312
Iteration 190Q: 27 clusters Score -1.327033e+08 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26828 members 
Mstep: Class 4 contains 9149 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 92687 members 
Mstep: Class 7 contains 19146 members 
Mstep: Class 8 contains 126316 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4588 members 
Mstep: Class 11 contains 2072 members 
Mstep: Class 12 contains 166368 members 
Mstep: Class 13 contains 65510 members 
Mstep: Class 14 contains 33464 members 
Mstep: Class 15 contains 15169 members 
Mstep: Class 16 contains 176067 members 
Mstep: Class 17 contains 12462 members 
Mstep: Class 18 contains 17769 members 
Mstep: Class 19 contains 29216 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 156031 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703736.000000 Penalty: 88826.445312
Iteration 191Q: 27 clusters Score -1.327037e+08 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26840 members 
Mstep: Class 4 contains 9143 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 92616 members 
Mstep: Class 7 contains 19138 members 
Mstep: Class 8 contains 126287 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4588 members 
Mstep: Class 11 contains 2072 members 
Mstep: Class 12 contains 166185 members 
Mstep: Class 13 contains 65483 members 
Mstep: Class 14 contains 33469 members 
Mstep: Class 15 contains 15160 members 
Mstep: Class 16 contains 176075 members 
Mstep: Class 17 contains 12454 members 
Mstep: Class 18 contains 17771 members 
Mstep: Class 19 contains 29233 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 156328 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703552.000000 Penalty: 88826.445312
Iteration 192Q: 27 clusters Score -1.327036e+08 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26842 members 
Mstep: Class 4 contains 9144 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 92522 members 
Mstep: Class 7 contains 19126 members 
Mstep: Class 8 contains 126273 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4588 members 
Mstep: Class 11 contains 2072 members 
Mstep: Class 12 contains 165969 members 
Mstep: Class 13 contains 65462 members 
Mstep: Class 14 contains 33485 members 
Mstep: Class 15 contains 15152 members 
Mstep: Class 16 contains 176073 members 
Mstep: Class 17 contains 12451 members 
Mstep: Class 18 contains 17771 members 
Mstep: Class 19 contains 29240 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 156672 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703800.000000 Penalty: 88826.445312
Iteration 193Q: 27 clusters Score -1.327038e+08 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26844 members 
Mstep: Class 4 contains 9137 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 92423 members 
Mstep: Class 7 contains 19114 members 
Mstep: Class 8 contains 126252 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4588 members 
Mstep: Class 11 contains 2072 members 
Mstep: Class 12 contains 165725 members 
Mstep: Class 13 contains 65451 members 
Mstep: Class 14 contains 33494 members 
Mstep: Class 15 contains 15148 members 
Mstep: Class 16 contains 176078 members 
Mstep: Class 17 contains 12449 members 
Mstep: Class 18 contains 17770 members 
Mstep: Class 19 contains 29248 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 157049 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704032.000000 Penalty: 88826.445312
Iteration 194Q: 27 clusters Score -1.32704e+08 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26862 members 
Mstep: Class 4 contains 9126 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 92339 members 
Mstep: Class 7 contains 19093 members 
Mstep: Class 8 contains 126223 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4587 members 
Mstep: Class 11 contains 2072 members 
Mstep: Class 12 contains 165465 members 
Mstep: Class 13 contains 65452 members 
Mstep: Class 14 contains 33491 members 
Mstep: Class 15 contains 15142 members 
Mstep: Class 16 contains 176065 members 
Mstep: Class 17 contains 12442 members 
Mstep: Class 18 contains 17771 members 
Mstep: Class 19 contains 29268 members 
Mstep: Class 20 contains 3932 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 157445 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704176.000000 Penalty: 88826.445312
Iteration 195Q: 27 clusters Score -1.327042e+08 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26875 members 
Mstep: Class 4 contains 9117 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 92232 members 
Mstep: Class 7 contains 19082 members 
Mstep: Class 8 contains 126197 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4586 members 
Mstep: Class 11 contains 2072 members 
Mstep: Class 12 contains 165238 members 
Mstep: Class 13 contains 65459 members 
Mstep: Class 14 contains 33493 members 
Mstep: Class 15 contains 15126 members 
Mstep: Class 16 contains 176058 members 
Mstep: Class 17 contains 12424 members 
Mstep: Class 18 contains 17775 members 
Mstep: Class 19 contains 29283 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 157827 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704440.000000 Penalty: 88826.445312
Iteration 196Q: 27 clusters Score -1.327044e+08 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26884 members 
Mstep: Class 4 contains 9110 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 92111 members 
Mstep: Class 7 contains 19060 members 
Mstep: Class 8 contains 126168 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4586 members 
Mstep: Class 11 contains 2072 members 
Mstep: Class 12 contains 165039 members 
Mstep: Class 13 contains 65468 members 
Mstep: Class 14 contains 33498 members 
Mstep: Class 15 contains 15108 members 
Mstep: Class 16 contains 176048 members 
Mstep: Class 17 contains 12411 members 
Mstep: Class 18 contains 17773 members 
Mstep: Class 19 contains 29289 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 158220 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704424.000000 Penalty: 88826.445312
Iteration 197Q: 27 clusters Score -1.327044e+08 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26882 members 
Mstep: Class 4 contains 9099 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 91947 members 
Mstep: Class 7 contains 19047 members 
Mstep: Class 8 contains 126136 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4585 members 
Mstep: Class 11 contains 2072 members 
Mstep: Class 12 contains 164855 members 
Mstep: Class 13 contains 65464 members 
Mstep: Class 14 contains 33495 members 
Mstep: Class 15 contains 15073 members 
Mstep: Class 16 contains 176040 members 
Mstep: Class 17 contains 12401 members 
Mstep: Class 18 contains 17774 members 
Mstep: Class 19 contains 29309 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 158666 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704576.000000 Penalty: 88826.445312
Iteration 198Q: 27 clusters Score -1.327046e+08 nChanged 1332
Entering ConstructFrom: 
Score: -132704576.000000 Penalty: 88826.445312
Entering ConstructFrom: 
Trying to split cluster 1 (291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Entering Unmasked Estep 
Score: -30608.035156 Penalty: 1406.984131
	Iteration 0F: 2 clusters Score -30608.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29394.062500 Penalty: 2813.968262
	Iteration 0F: 3 clusters Score -29394.06 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29580.406250 Penalty: 2813.968262
	Iteration 1F: 3 clusters Score -29580.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -29684.029297 Penalty: 2813.968262
	Iteration 2F: 3 clusters Score -29684.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29755.656250 Penalty: 2813.968262
	Iteration 3Q: 3 clusters Score -29755.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29855.482422 Penalty: 2813.968262
	Iteration 4Q: 3 clusters Score -29855.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -29895.419922 Penalty: 2813.968262
	Iteration 5Q: 3 clusters Score -29895.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -29934.363281 Penalty: 2813.968262
	Iteration 6Q: 3 clusters Score -29934.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -29941.277344 Penalty: 2813.968262
	Iteration 7Q: 3 clusters Score -29941.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -29941.277344 Penalty: 2813.968262
	Iteration 8F: 3 clusters Score -29941.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -52076.812500 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -52076.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50628.621094 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -50628.62 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50799.683594 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -50799.68 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50882.992188 Penalty: 3007.637451
	Iteration 2F: 3 clusters Score -50882.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50934.457031 Penalty: 3007.637451
	Iteration 3Q: 3 clusters Score -50934.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -50993.023438 Penalty: 3007.637451
	Iteration 4Q: 3 clusters Score -50993.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -51019.546875 Penalty: 3007.637451
	Iteration 5Q: 3 clusters Score -51019.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -51038.457031 Penalty: 3007.637451
	Iteration 6Q: 3 clusters Score -51038.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -51066.835938 Penalty: 3007.637451
	Iteration 7Q: 3 clusters Score -51066.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -51071.792969 Penalty: 3007.637451
	Iteration 8Q: 3 clusters Score -51071.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -51071.792969 Penalty: 3007.637451
	Iteration 9F: 3 clusters Score -51071.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Entering Unmasked Estep 
Score: -3660504.250000 Penalty: 2529.515381
	Iteration 0F: 2 clusters Score -3660504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -3641996.000000 Penalty: 5059.030762
	Iteration 0F: 3 clusters Score -3641996 nChanged 12078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -3648724.000000 Penalty: 5059.030762
	Iteration 1F: 3 clusters Score -3648724 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -3650169.250000 Penalty: 5059.030762
	Iteration 2F: 3 clusters Score -3650169 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -3651906.750000 Penalty: 5059.030762
	Iteration 3F: 3 clusters Score -3651907 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -3653658.500000 Penalty: 5059.030762
	Iteration 4F: 3 clusters Score -3653658 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -3655359.250000 Penalty: 5059.030762
	Iteration 5F: 3 clusters Score -3655359 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -3656643.000000 Penalty: 5059.030762
	Iteration 6F: 3 clusters Score -3656643 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -3657599.750000 Penalty: 5059.030762
	Iteration 7F: 3 clusters Score -3657600 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -3658296.000000 Penalty: 5059.030762
	Iteration 8Q: 3 clusters Score -3658296 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -3658734.750000 Penalty: 5059.030762
	Iteration 9Q: 3 clusters Score -3658735 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -3659065.750000 Penalty: 5059.030762
	Iteration 10Q: 3 clusters Score -3659066 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -3659352.750000 Penalty: 5059.030762
	Iteration 11Q: 3 clusters Score -3659353 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -3659627.500000 Penalty: 5059.030762
	Iteration 12Q: 3 clusters Score -3659628 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -3659928.000000 Penalty: 5059.030762
	Iteration 13Q: 3 clusters Score -3659928 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3660196.750000 Penalty: 5059.030762
	Iteration 14Q: 3 clusters Score -3660197 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -3660347.500000 Penalty: 5059.030762
	Iteration 15Q: 3 clusters Score -3660348 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3660424.500000 Penalty: 5059.030762
	Iteration 16Q: 3 clusters Score -3660424 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3660451.000000 Penalty: 5059.030762
	Iteration 17Q: 3 clusters Score -3660451 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3660489.750000 Penalty: 5059.030762
	Iteration 18Q: 3 clusters Score -3660490 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3660508.500000 Penalty: 5059.030762
	Iteration 19Q: 3 clusters Score -3660508 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3660513.000000 Penalty: 5059.030762
	Iteration 20F: 3 clusters Score -3660513 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3660522.250000 Penalty: 5059.030762
	Iteration 21Q: 3 clusters Score -3660522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3660516.500000 Penalty: 5059.030762
	Iteration 22Q: 3 clusters Score -3660516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3660522.500000 Penalty: 5059.030762
	Iteration 23Q: 3 clusters Score -3660522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3660526.750000 Penalty: 5059.030762
	Iteration 24Q: 3 clusters Score -3660527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3660526.250000 Penalty: 5059.030762
	Iteration 25Q: 3 clusters Score -3660526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3660526.250000 Penalty: 5059.030762
	Iteration 26F: 3 clusters Score -3660526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 25414 members 
Mstep: Class 4 contains 9092 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 91783 members 
Mstep: Class 7 contains 19043 members 
Mstep: Class 8 contains 126093 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4584 members 
Mstep: Class 11 contains 2072 members 
Mstep: Class 12 contains 164574 members 
Mstep: Class 13 contains 65470 members 
Mstep: Class 14 contains 33500 members 
Mstep: Class 15 contains 15042 members 
Mstep: Class 16 contains 176024 members 
Mstep: Class 17 contains 12381 members 
Mstep: Class 18 contains 17772 members 
Mstep: Class 19 contains 29335 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159186 members 
Mstep: Class 26 contains 554 members 
Mstep: Class 27 contains 1480 members 
Entering Unmasked Estep 
Score: -132703776.000000 Penalty: 92242.843750
Splitting cluster 3 changes total score from -132704576.000000 to -132703776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (9092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Entering Unmasked Estep 
Score: -1221383.500000 Penalty: 2260.557373
	Iteration 0F: 2 clusters Score -1221384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1214297.500000 Penalty: 4521.114746
	Iteration 0F: 3 clusters Score -1214298 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1216378.625000 Penalty: 4521.114746
	Iteration 1F: 3 clusters Score -1216379 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1216827.250000 Penalty: 4521.114746
	Iteration 2F: 3 clusters Score -1216827 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1217282.625000 Penalty: 4521.114746
	Iteration 3F: 3 clusters Score -1217283 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1217804.250000 Penalty: 4521.114746
	Iteration 4F: 3 clusters Score -1217804 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1218371.625000 Penalty: 4521.114746
	Iteration 5F: 3 clusters Score -1218372 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1218926.125000 Penalty: 4521.114746
	Iteration 6F: 3 clusters Score -1218926 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1219495.750000 Penalty: 4521.114746
	Iteration 7F: 3 clusters Score -1219496 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1220089.000000 Penalty: 4521.114746
	Iteration 8F: 3 clusters Score -1220089 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1220505.250000 Penalty: 4521.114746
	Iteration 9Q: 3 clusters Score -1220505 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1220704.875000 Penalty: 4521.114746
	Iteration 10Q: 3 clusters Score -1220705 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1220806.750000 Penalty: 4521.114746
	Iteration 11Q: 3 clusters Score -1220807 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1220871.000000 Penalty: 4521.114746
	Iteration 12Q: 3 clusters Score -1220871 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1220890.375000 Penalty: 4521.114746
	Iteration 13Q: 3 clusters Score -1220890 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1220899.000000 Penalty: 4521.114746
	Iteration 14Q: 3 clusters Score -1220899 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1220907.250000 Penalty: 4521.114746
	Iteration 15Q: 3 clusters Score -1220907 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1220912.875000 Penalty: 4521.114746
	Iteration 16Q: 3 clusters Score -1220913 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1220913.000000 Penalty: 4521.114746
	Iteration 17Q: 3 clusters Score -1220913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1220916.250000 Penalty: 4521.114746
	Iteration 18Q: 3 clusters Score -1220916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1220917.375000 Penalty: 4521.114746
	Iteration 19Q: 3 clusters Score -1220917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1220916.500000 Penalty: 4521.114746
	Iteration 20F: 3 clusters Score -1220916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1220917.875000 Penalty: 4521.114746
	Iteration 21Q: 3 clusters Score -1220918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1220916.625000 Penalty: 4521.114746
	Iteration 22Q: 3 clusters Score -1220917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1220918.125000 Penalty: 4521.114746
	Iteration 23Q: 3 clusters Score -1220918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1220918.125000 Penalty: 4521.114746
	Iteration 24F: 3 clusters Score -1220918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -58614.007812 Penalty: 1523.225220
	Iteration 0F: 2 clusters Score -58614.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -57195.816406 Penalty: 3046.450439
	Iteration 0F: 3 clusters Score -57195.82 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -57497.597656 Penalty: 3046.450439
	Iteration 1F: 3 clusters Score -57497.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -57657.964844 Penalty: 3046.450439
	Iteration 2F: 3 clusters Score -57657.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -57730.242188 Penalty: 3046.450439
	Iteration 3Q: 3 clusters Score -57730.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -57759.335938 Penalty: 3046.450439
	Iteration 4Q: 3 clusters Score -57759.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -57783.687500 Penalty: 3046.450439
	Iteration 5Q: 3 clusters Score -57783.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -57835.203125 Penalty: 3046.450439
	Iteration 6Q: 3 clusters Score -57835.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -57866.527344 Penalty: 3046.450439
	Iteration 7Q: 3 clusters Score -57866.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -57879.203125 Penalty: 3046.450439
	Iteration 8Q: 3 clusters Score -57879.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -57880.253906 Penalty: 3046.450439
	Iteration 9Q: 3 clusters Score -57880.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -57880.253906 Penalty: 3046.450439
	Iteration 10F: 3 clusters Score -57880.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (91783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91783 members 
Entering Unmasked Estep 
Score: -12961957.000000 Penalty: 2833.941162
	Iteration 0F: 2 clusters Score -1.296196e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45676 members 
Mstep: Class 2 contains 46107 members 
Entering Unmasked Estep 
Score: -12900880.000000 Penalty: 5667.882324
	Iteration 0F: 3 clusters Score -1.290088e+07 nChanged 43209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43457 members 
Mstep: Class 2 contains 48326 members 
Entering Unmasked Estep 
Score: -12925746.000000 Penalty: 5667.882324
	Iteration 1F: 3 clusters Score -1.292575e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42336 members 
Mstep: Class 2 contains 49447 members 
Entering Unmasked Estep 
Score: -12926843.000000 Penalty: 5667.882324
	Iteration 2Q: 3 clusters Score -1.292684e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 51040 members 
Entering Unmasked Estep 
Score: -12928360.000000 Penalty: 5667.882324
	Iteration 3Q: 3 clusters Score -1.292836e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 53243 members 
Entering Unmasked Estep 
Score: -12930194.000000 Penalty: 5667.882324
	Iteration 4Q: 3 clusters Score -1.293019e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35492 members 
Mstep: Class 2 contains 56291 members 
Entering Unmasked Estep 
Score: -12932699.000000 Penalty: 5667.882324
	Iteration 5F: 3 clusters Score -1.29327e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 60142 members 
Entering Unmasked Estep 
Score: -12935826.000000 Penalty: 5667.882324
	Iteration 6F: 3 clusters Score -1.293583e+07 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 64838 members 
Entering Unmasked Estep 
Score: -12939680.000000 Penalty: 5667.882324
	Iteration 7F: 3 clusters Score -1.293968e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 69792 members 
Entering Unmasked Estep 
Score: -12943848.000000 Penalty: 5667.882324
	Iteration 8F: 3 clusters Score -1.294385e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 74471 members 
Entering Unmasked Estep 
Score: -12947681.000000 Penalty: 5667.882324
	Iteration 9F: 3 clusters Score -1.294768e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 78660 members 
Entering Unmasked Estep 
Score: -12951074.000000 Penalty: 5667.882324
	Iteration 10Q: 3 clusters Score -1.295107e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 82102 members 
Entering Unmasked Estep 
Score: -12953606.000000 Penalty: 5667.882324
	Iteration 11Q: 3 clusters Score -1.295361e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 84655 members 
Entering Unmasked Estep 
Score: -12955309.000000 Penalty: 5667.882324
	Iteration 12Q: 3 clusters Score -1.295531e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 86628 members 
Entering Unmasked Estep 
Score: -12956600.000000 Penalty: 5667.882324
	Iteration 13Q: 3 clusters Score -1.29566e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 88062 members 
Entering Unmasked Estep 
Score: -12957457.000000 Penalty: 5667.882324
	Iteration 14Q: 3 clusters Score -1.295746e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 89047 members 
Entering Unmasked Estep 
Score: -12958108.000000 Penalty: 5667.882324
	Iteration 15Q: 3 clusters Score -1.295811e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 89716 members 
Entering Unmasked Estep 
Score: -12958539.000000 Penalty: 5667.882324
	Iteration 16Q: 3 clusters Score -1.295854e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 90144 members 
Entering Unmasked Estep 
Score: -12958804.000000 Penalty: 5667.882324
	Iteration 17Q: 3 clusters Score -1.29588e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 90428 members 
Entering Unmasked Estep 
Score: -12958987.000000 Penalty: 5667.882324
	Iteration 18Q: 3 clusters Score -1.295899e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 90621 members 
Entering Unmasked Estep 
Score: -12959084.000000 Penalty: 5667.882324
	Iteration 19Q: 3 clusters Score -1.295908e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 90757 members 
Entering Unmasked Estep 
Score: -12959181.000000 Penalty: 5667.882324
	Iteration 20F: 3 clusters Score -1.295918e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 90855 members 
Entering Unmasked Estep 
Score: -12959252.000000 Penalty: 5667.882324
	Iteration 21Q: 3 clusters Score -1.295925e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 90928 members 
Entering Unmasked Estep 
Score: -12959311.000000 Penalty: 5667.882324
	Iteration 22Q: 3 clusters Score -1.295931e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 90974 members 
Entering Unmasked Estep 
Score: -12959330.000000 Penalty: 5667.882324
	Iteration 23Q: 3 clusters Score -1.295933e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 91012 members 
Entering Unmasked Estep 
Score: -12959383.000000 Penalty: 5667.882324
	Iteration 24Q: 3 clusters Score -1.295938e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 91045 members 
Entering Unmasked Estep 
Score: -12959421.000000 Penalty: 5667.882324
	Iteration 25Q: 3 clusters Score -1.295942e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 91064 members 
Entering Unmasked Estep 
Score: -12959433.000000 Penalty: 5667.882324
	Iteration 26Q: 3 clusters Score -1.295943e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 91082 members 
Entering Unmasked Estep 
Score: -12959456.000000 Penalty: 5667.882324
	Iteration 27Q: 3 clusters Score -1.295946e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 91088 members 
Entering Unmasked Estep 
Score: -12959466.000000 Penalty: 5667.882324
	Iteration 28Q: 3 clusters Score -1.295947e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 91098 members 
Entering Unmasked Estep 
Score: -12959480.000000 Penalty: 5667.882324
	Iteration 29Q: 3 clusters Score -1.295948e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 91107 members 
Entering Unmasked Estep 
Score: -12959482.000000 Penalty: 5667.882324
	Iteration 30Q: 3 clusters Score -1.295948e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 91114 members 
Entering Unmasked Estep 
Score: -12959483.000000 Penalty: 5667.882324
	Iteration 31Q: 3 clusters Score -1.295948e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 91115 members 
Entering Unmasked Estep 
Score: -12959494.000000 Penalty: 5667.882324
	Iteration 32Q: 3 clusters Score -1.295949e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 91120 members 
Entering Unmasked Estep 
Score: -12959501.000000 Penalty: 5667.882324
	Iteration 33Q: 3 clusters Score -1.29595e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 91126 members 
Entering Unmasked Estep 
Score: -12959499.000000 Penalty: 5667.882324
	Iteration 34Q: 3 clusters Score -1.29595e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 91130 members 
Entering Unmasked Estep 
Score: -12959504.000000 Penalty: 5667.882324
	Iteration 35Q: 3 clusters Score -1.29595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 91131 members 
Entering Unmasked Estep 
Score: -12959507.000000 Penalty: 5667.882324
	Iteration 36Q: 3 clusters Score -1.295951e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 91130 members 
Entering Unmasked Estep 
Score: -12959502.000000 Penalty: 5667.882324
	Iteration 37Q: 3 clusters Score -1.29595e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 91130 members 
Entering Unmasked Estep 
Score: -12959502.000000 Penalty: 5667.882324
	Iteration 38F: 3 clusters Score -1.29595e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Entering Unmasked Estep 
Score: -2711119.750000 Penalty: 2443.904785
	Iteration 0F: 2 clusters Score -2711120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -2697574.500000 Penalty: 4887.809570
	Iteration 0F: 3 clusters Score -2697574 nChanged 8377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -2701876.000000 Penalty: 4887.809570
	Iteration 1F: 3 clusters Score -2701876 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -2702255.750000 Penalty: 4887.809570
	Iteration 2F: 3 clusters Score -2702256 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -2702604.250000 Penalty: 4887.809570
	Iteration 3Q: 3 clusters Score -2702604 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2702910.250000 Penalty: 4887.809570
	Iteration 4Q: 3 clusters Score -2702910 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -2703292.500000 Penalty: 4887.809570
	Iteration 5Q: 3 clusters Score -2703292 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2703778.250000 Penalty: 4887.809570
	Iteration 6Q: 3 clusters Score -2703778 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -2704422.000000 Penalty: 4887.809570
	Iteration 7F: 3 clusters Score -2704422 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2705242.000000 Penalty: 4887.809570
	Iteration 8F: 3 clusters Score -2705242 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -2706210.500000 Penalty: 4887.809570
	Iteration 9F: 3 clusters Score -2706210 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -2707108.750000 Penalty: 4887.809570
	Iteration 10F: 3 clusters Score -2707109 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -2707862.250000 Penalty: 4887.809570
	Iteration 11Q: 3 clusters Score -2707862 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -2708376.500000 Penalty: 4887.809570
	Iteration 12Q: 3 clusters Score -2708376 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -2708612.750000 Penalty: 4887.809570
	Iteration 13Q: 3 clusters Score -2708613 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -2708810.000000 Penalty: 4887.809570
	Iteration 14Q: 3 clusters Score -2708810 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -2708912.250000 Penalty: 4887.809570
	Iteration 15Q: 3 clusters Score -2708912 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -2708959.250000 Penalty: 4887.809570
	Iteration 16Q: 3 clusters Score -2708959 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -2708979.000000 Penalty: 4887.809570
	Iteration 17Q: 3 clusters Score -2708979 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -2708996.750000 Penalty: 4887.809570
	Iteration 18Q: 3 clusters Score -2708997 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -2709009.750000 Penalty: 4887.809570
	Iteration 19Q: 3 clusters Score -2709010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -2709023.000000 Penalty: 4887.809570
	Iteration 20F: 3 clusters Score -2709023 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -2709032.750000 Penalty: 4887.809570
	Iteration 21Q: 3 clusters Score -2709033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -2709040.000000 Penalty: 4887.809570
	Iteration 22Q: 3 clusters Score -2709040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -2709043.000000 Penalty: 4887.809570
	Iteration 23Q: 3 clusters Score -2709043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -2709042.000000 Penalty: 4887.809570
	Iteration 24Q: 3 clusters Score -2709042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -2709047.500000 Penalty: 4887.809570
	Iteration 25Q: 3 clusters Score -2709048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -2709045.750000 Penalty: 4887.809570
	Iteration 26Q: 3 clusters Score -2709046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -2709046.250000 Penalty: 4887.809570
	Iteration 27Q: 3 clusters Score -2709046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -2709050.250000 Penalty: 4887.809570
	Iteration 28Q: 3 clusters Score -2709050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -2709051.500000 Penalty: 4887.809570
	Iteration 29Q: 3 clusters Score -2709052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -2709051.750000 Penalty: 4887.809570
	Iteration 30Q: 3 clusters Score -2709052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -2709051.750000 Penalty: 4887.809570
	Iteration 31F: 3 clusters Score -2709052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (126093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126093 members 
Entering Unmasked Estep 
Score: -17862536.000000 Penalty: 2912.704102
	Iteration 0F: 2 clusters Score -1.786254e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62839 members 
Mstep: Class 2 contains 63254 members 
Entering Unmasked Estep 
Score: -17781644.000000 Penalty: 5825.408203
	Iteration 0F: 3 clusters Score -1.778164e+07 nChanged 60158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60761 members 
Mstep: Class 2 contains 65332 members 
Entering Unmasked Estep 
Score: -17815814.000000 Penalty: 5825.408203
	Iteration 1F: 3 clusters Score -1.781581e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59456 members 
Mstep: Class 2 contains 66637 members 
Entering Unmasked Estep 
Score: -17816488.000000 Penalty: 5825.408203
	Iteration 2Q: 3 clusters Score -1.781649e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57513 members 
Mstep: Class 2 contains 68580 members 
Entering Unmasked Estep 
Score: -17817466.000000 Penalty: 5825.408203
	Iteration 3Q: 3 clusters Score -1.781747e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54581 members 
Mstep: Class 2 contains 71512 members 
Entering Unmasked Estep 
Score: -17818690.000000 Penalty: 5825.408203
	Iteration 4Q: 3 clusters Score -1.781869e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50217 members 
Mstep: Class 2 contains 75876 members 
Entering Unmasked Estep 
Score: -17820700.000000 Penalty: 5825.408203
	Iteration 5Q: 3 clusters Score -1.78207e+07 nChanged 6747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43690 members 
Mstep: Class 2 contains 82403 members 
Entering Unmasked Estep 
Score: -17824262.000000 Penalty: 5825.408203
	Iteration 6F: 3 clusters Score -1.782426e+07 nChanged 9018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 91357 members 
Entering Unmasked Estep 
Score: -17830370.000000 Penalty: 5825.408203
	Iteration 7F: 3 clusters Score -1.783037e+07 nChanged 10888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 102237 members 
Entering Unmasked Estep 
Score: -17839204.000000 Penalty: 5825.408203
	Iteration 8F: 3 clusters Score -1.78392e+07 nChanged 10423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 112656 members 
Entering Unmasked Estep 
Score: -17848032.000000 Penalty: 5825.408203
	Iteration 9F: 3 clusters Score -1.784803e+07 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 119850 members 
Entering Unmasked Estep 
Score: -17854126.000000 Penalty: 5825.408203
	Iteration 10F: 3 clusters Score -1.785413e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 123615 members 
Entering Unmasked Estep 
Score: -17857702.000000 Penalty: 5825.408203
	Iteration 11Q: 3 clusters Score -1.78577e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 125078 members 
Entering Unmasked Estep 
Score: -17859044.000000 Penalty: 5825.408203
	Iteration 12Q: 3 clusters Score -1.785904e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 125545 members 
Entering Unmasked Estep 
Score: -17859494.000000 Penalty: 5825.408203
	Iteration 13Q: 3 clusters Score -1.785949e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 125692 members 
Entering Unmasked Estep 
Score: -17859682.000000 Penalty: 5825.408203
	Iteration 14Q: 3 clusters Score -1.785968e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 125743 members 
Entering Unmasked Estep 
Score: -17859790.000000 Penalty: 5825.408203
	Iteration 15Q: 3 clusters Score -1.785979e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 125772 members 
Entering Unmasked Estep 
Score: -17859842.000000 Penalty: 5825.408203
	Iteration 16Q: 3 clusters Score -1.785984e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 125791 members 
Entering Unmasked Estep 
Score: -17859890.000000 Penalty: 5825.408203
	Iteration 17Q: 3 clusters Score -1.785989e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 125806 members 
Entering Unmasked Estep 
Score: -17859918.000000 Penalty: 5825.408203
	Iteration 18Q: 3 clusters Score -1.785992e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 125817 members 
Entering Unmasked Estep 
Score: -17859938.000000 Penalty: 5825.408203
	Iteration 19Q: 3 clusters Score -1.785994e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 125820 members 
Entering Unmasked Estep 
Score: -17859940.000000 Penalty: 5825.408203
	Iteration 20F: 3 clusters Score -1.785994e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 125821 members 
Entering Unmasked Estep 
Score: -17859940.000000 Penalty: 5825.408203
	Iteration 21Q: 3 clusters Score -1.785994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 125824 members 
Entering Unmasked Estep 
Score: -17859950.000000 Penalty: 5825.408203
	Iteration 22Q: 3 clusters Score -1.785995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 125825 members 
Entering Unmasked Estep 
Score: -17859946.000000 Penalty: 5825.408203
	Iteration 23Q: 3 clusters Score -1.785995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 125825 members 
Entering Unmasked Estep 
Score: -17859956.000000 Penalty: 5825.408203
	Iteration 24Q: 3 clusters Score -1.785996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 125824 members 
Entering Unmasked Estep 
Score: -17859962.000000 Penalty: 5825.408203
	Iteration 25Q: 3 clusters Score -1.785996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 125825 members 
Entering Unmasked Estep 
Score: -17859970.000000 Penalty: 5825.408203
	Iteration 26Q: 3 clusters Score -1.785997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 125825 members 
Entering Unmasked Estep 
Score: -17859962.000000 Penalty: 5825.408203
	Iteration 27Q: 3 clusters Score -1.785996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 125826 members 
Entering Unmasked Estep 
Score: -17859970.000000 Penalty: 5825.408203
	Iteration 28Q: 3 clusters Score -1.785997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 125828 members 
Entering Unmasked Estep 
Score: -17859968.000000 Penalty: 5825.408203
	Iteration 29Q: 3 clusters Score -1.785997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 125826 members 
Entering Unmasked Estep 
Score: -17859972.000000 Penalty: 5825.408203
	Iteration 30Q: 3 clusters Score -1.785997e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 125825 members 
Entering Unmasked Estep 
Score: -17859978.000000 Penalty: 5825.408203
	Iteration 31Q: 3 clusters Score -1.785998e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 125825 members 
Entering Unmasked Estep 
Score: -17859978.000000 Penalty: 5825.408203
	Iteration 32F: 3 clusters Score -1.785998e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -81528.085938 Penalty: 1584.779663
	Iteration 0F: 2 clusters Score -81528.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -79900.648438 Penalty: 3169.559326
	Iteration 0F: 3 clusters Score -79900.65 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -80100.843750 Penalty: 3169.559326
	Iteration 1F: 3 clusters Score -80100.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -80156.820312 Penalty: 3169.559326
	Iteration 2Q: 3 clusters Score -80156.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -80185.523438 Penalty: 3169.559326
	Iteration 3Q: 3 clusters Score -80185.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -80199.601562 Penalty: 3169.559326
	Iteration 4Q: 3 clusters Score -80199.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -80205.000000 Penalty: 3169.559326
	Iteration 5Q: 3 clusters Score -80205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -80210.984375 Penalty: 3169.559326
	Iteration 6Q: 3 clusters Score -80210.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -80210.984375 Penalty: 3169.559326
	Iteration 7F: 3 clusters Score -80210.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Entering Unmasked Estep 
Score: -639886.625000 Penalty: 2090.721191
	Iteration 0F: 2 clusters Score -639886.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -635641.812500 Penalty: 4181.442383
	Iteration 0F: 3 clusters Score -635641.8 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -636636.937500 Penalty: 4181.442383
	Iteration 1F: 3 clusters Score -636636.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -636840.375000 Penalty: 4181.442383
	Iteration 2F: 3 clusters Score -636840.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -636965.062500 Penalty: 4181.442383
	Iteration 3Q: 3 clusters Score -636965.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -637060.062500 Penalty: 4181.442383
	Iteration 4Q: 3 clusters Score -637060.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -637142.625000 Penalty: 4181.442383
	Iteration 5Q: 3 clusters Score -637142.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -637214.812500 Penalty: 4181.442383
	Iteration 6Q: 3 clusters Score -637214.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -637285.000000 Penalty: 4181.442383
	Iteration 7Q: 3 clusters Score -637285 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -637337.875000 Penalty: 4181.442383
	Iteration 8Q: 3 clusters Score -637337.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -637381.312500 Penalty: 4181.442383
	Iteration 9Q: 3 clusters Score -637381.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -637420.500000 Penalty: 4181.442383
	Iteration 10Q: 3 clusters Score -637420.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -637466.187500 Penalty: 4181.442383
	Iteration 11Q: 3 clusters Score -637466.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -637507.375000 Penalty: 4181.442383
	Iteration 12Q: 3 clusters Score -637507.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -637553.062500 Penalty: 4181.442383
	Iteration 13Q: 3 clusters Score -637553.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -637590.187500 Penalty: 4181.442383
	Iteration 14Q: 3 clusters Score -637590.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -637629.562500 Penalty: 4181.442383
	Iteration 15Q: 3 clusters Score -637629.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -637669.312500 Penalty: 4181.442383
	Iteration 16Q: 3 clusters Score -637669.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -637710.875000 Penalty: 4181.442383
	Iteration 17Q: 3 clusters Score -637710.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -637760.625000 Penalty: 4181.442383
	Iteration 18Q: 3 clusters Score -637760.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -637794.750000 Penalty: 4181.442383
	Iteration 19Q: 3 clusters Score -637794.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -637819.437500 Penalty: 4181.442383
	Iteration 20F: 3 clusters Score -637819.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -637838.062500 Penalty: 4181.442383
	Iteration 21Q: 3 clusters Score -637838.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -637852.750000 Penalty: 4181.442383
	Iteration 22Q: 3 clusters Score -637852.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -637872.375000 Penalty: 4181.442383
	Iteration 23Q: 3 clusters Score -637872.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -637885.437500 Penalty: 4181.442383
	Iteration 24Q: 3 clusters Score -637885.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -637902.125000 Penalty: 4181.442383
	Iteration 25Q: 3 clusters Score -637902.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -637915.937500 Penalty: 4181.442383
	Iteration 26Q: 3 clusters Score -637915.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -637932.125000 Penalty: 4181.442383
	Iteration 27Q: 3 clusters Score -637932.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -637953.375000 Penalty: 4181.442383
	Iteration 28Q: 3 clusters Score -637953.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -637972.625000 Penalty: 4181.442383
	Iteration 29Q: 3 clusters Score -637972.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -637991.375000 Penalty: 4181.442383
	Iteration 30Q: 3 clusters Score -637991.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -638011.437500 Penalty: 4181.442383
	Iteration 31Q: 3 clusters Score -638011.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -638025.375000 Penalty: 4181.442383
	Iteration 32Q: 3 clusters Score -638025.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -638034.500000 Penalty: 4181.442383
	Iteration 33Q: 3 clusters Score -638034.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -638042.312500 Penalty: 4181.442383
	Iteration 34Q: 3 clusters Score -638042.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -638044.875000 Penalty: 4181.442383
	Iteration 35Q: 3 clusters Score -638044.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -638048.750000 Penalty: 4181.442383
	Iteration 36Q: 3 clusters Score -638048.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -638054.875000 Penalty: 4181.442383
	Iteration 37Q: 3 clusters Score -638054.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -638059.937500 Penalty: 4181.442383
	Iteration 38Q: 3 clusters Score -638059.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -638066.687500 Penalty: 4181.442383
	Iteration 39Q: 3 clusters Score -638066.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -638069.125000 Penalty: 4181.442383
	Iteration 40F: 3 clusters Score -638069.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -638076.562500 Penalty: 4181.442383
	Iteration 41Q: 3 clusters Score -638076.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -638079.750000 Penalty: 4181.442383
	Iteration 42Q: 3 clusters Score -638079.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -638083.375000 Penalty: 4181.442383
	Iteration 43Q: 3 clusters Score -638083.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -638087.312500 Penalty: 4181.442383
	Iteration 44Q: 3 clusters Score -638087.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -638092.750000 Penalty: 4181.442383
	Iteration 45Q: 3 clusters Score -638092.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -638098.437500 Penalty: 4181.442383
	Iteration 46Q: 3 clusters Score -638098.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -638100.875000 Penalty: 4181.442383
	Iteration 47Q: 3 clusters Score -638100.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -638104.000000 Penalty: 4181.442383
	Iteration 48Q: 3 clusters Score -638104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -638109.625000 Penalty: 4181.442383
	Iteration 49Q: 3 clusters Score -638109.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -638112.750000 Penalty: 4181.442383
	Iteration 50Q: 3 clusters Score -638112.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -638113.750000 Penalty: 4181.442383
	Iteration 51Q: 3 clusters Score -638113.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -638114.875000 Penalty: 4181.442383
	Iteration 52Q: 3 clusters Score -638114.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -638114.875000 Penalty: 4181.442383
	Iteration 53F: 3 clusters Score -638114.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Entering Unmasked Estep 
Score: -284836.500000 Penalty: 1893.794800
	Iteration 0F: 2 clusters Score -284836.5 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 1057 members 
Entering Unmasked Estep 
Score: -282166.156250 Penalty: 3787.589600
	Iteration 0F: 3 clusters Score -282166.2 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -282673.750000 Penalty: 3787.589600
	Iteration 1F: 3 clusters Score -282673.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -282818.218750 Penalty: 3787.589600
	Iteration 2F: 3 clusters Score -282818.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -282886.468750 Penalty: 3787.589600
	Iteration 3Q: 3 clusters Score -282886.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -282922.375000 Penalty: 3787.589600
	Iteration 4Q: 3 clusters Score -282922.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -282946.187500 Penalty: 3787.589600
	Iteration 5Q: 3 clusters Score -282946.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -282961.093750 Penalty: 3787.589600
	Iteration 6Q: 3 clusters Score -282961.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -282973.750000 Penalty: 3787.589600
	Iteration 7Q: 3 clusters Score -282973.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -282989.625000 Penalty: 3787.589600
	Iteration 8Q: 3 clusters Score -282989.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -283002.125000 Penalty: 3787.589600
	Iteration 9Q: 3 clusters Score -283002.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -283013.312500 Penalty: 3787.589600
	Iteration 10Q: 3 clusters Score -283013.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -283023.468750 Penalty: 3787.589600
	Iteration 11Q: 3 clusters Score -283023.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -283027.906250 Penalty: 3787.589600
	Iteration 12Q: 3 clusters Score -283027.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -283030.156250 Penalty: 3787.589600
	Iteration 13Q: 3 clusters Score -283030.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -283032.062500 Penalty: 3787.589600
	Iteration 14Q: 3 clusters Score -283032.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -283034.125000 Penalty: 3787.589600
	Iteration 15Q: 3 clusters Score -283034.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -283036.250000 Penalty: 3787.589600
	Iteration 16Q: 3 clusters Score -283036.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -283038.343750 Penalty: 3787.589600
	Iteration 17Q: 3 clusters Score -283038.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -283044.843750 Penalty: 3787.589600
	Iteration 18Q: 3 clusters Score -283044.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -283061.843750 Penalty: 3787.589600
	Iteration 19Q: 3 clusters Score -283061.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -283088.375000 Penalty: 3787.589600
	Iteration 20F: 3 clusters Score -283088.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -283110.218750 Penalty: 3787.589600
	Iteration 21Q: 3 clusters Score -283110.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -283130.187500 Penalty: 3787.589600
	Iteration 22Q: 3 clusters Score -283130.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -283145.000000 Penalty: 3787.589600
	Iteration 23Q: 3 clusters Score -283145 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -283157.312500 Penalty: 3787.589600
	Iteration 24Q: 3 clusters Score -283157.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -283168.687500 Penalty: 3787.589600
	Iteration 25Q: 3 clusters Score -283168.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -283180.718750 Penalty: 3787.589600
	Iteration 26Q: 3 clusters Score -283180.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -283190.437500 Penalty: 3787.589600
	Iteration 27Q: 3 clusters Score -283190.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -283200.031250 Penalty: 3787.589600
	Iteration 28Q: 3 clusters Score -283200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -283209.343750 Penalty: 3787.589600
	Iteration 29Q: 3 clusters Score -283209.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -283223.312500 Penalty: 3787.589600
	Iteration 30Q: 3 clusters Score -283223.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -283244.312500 Penalty: 3787.589600
	Iteration 31Q: 3 clusters Score -283244.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -283262.093750 Penalty: 3787.589600
	Iteration 32Q: 3 clusters Score -283262.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -283290.562500 Penalty: 3787.589600
	Iteration 33Q: 3 clusters Score -283290.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -283326.468750 Penalty: 3787.589600
	Iteration 34Q: 3 clusters Score -283326.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -283362.125000 Penalty: 3787.589600
	Iteration 35Q: 3 clusters Score -283362.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -283410.406250 Penalty: 3787.589600
	Iteration 36Q: 3 clusters Score -283410.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -283458.718750 Penalty: 3787.589600
	Iteration 37Q: 3 clusters Score -283458.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -283508.125000 Penalty: 3787.589600
	Iteration 38Q: 3 clusters Score -283508.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -283565.437500 Penalty: 3787.589600
	Iteration 39Q: 3 clusters Score -283565.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -283637.843750 Penalty: 3787.589600
	Iteration 40F: 3 clusters Score -283637.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -283696.281250 Penalty: 3787.589600
	Iteration 41Q: 3 clusters Score -283696.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -283757.781250 Penalty: 3787.589600
	Iteration 42Q: 3 clusters Score -283757.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -283816.750000 Penalty: 3787.589600
	Iteration 43Q: 3 clusters Score -283816.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -283866.875000 Penalty: 3787.589600
	Iteration 44Q: 3 clusters Score -283866.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -283891.468750 Penalty: 3787.589600
	Iteration 45Q: 3 clusters Score -283891.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -283907.375000 Penalty: 3787.589600
	Iteration 46Q: 3 clusters Score -283907.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -283913.125000 Penalty: 3787.589600
	Iteration 47Q: 3 clusters Score -283913.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -283913.812500 Penalty: 3787.589600
	Iteration 48Q: 3 clusters Score -283913.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -283913.812500 Penalty: 3787.589600
	Iteration 49F: 3 clusters Score -283913.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (164574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164574 members 
Entering Unmasked Estep 
Score: -22934546.000000 Penalty: 2978.756836
	Iteration 0F: 2 clusters Score -2.293455e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82744 members 
Mstep: Class 2 contains 81830 members 
Entering Unmasked Estep 
Score: -22828728.000000 Penalty: 5957.513672
	Iteration 0F: 3 clusters Score -2.282873e+07 nChanged 79038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88928 members 
Mstep: Class 2 contains 75646 members 
Entering Unmasked Estep 
Score: -22875364.000000 Penalty: 5957.513672
	Iteration 1F: 3 clusters Score -2.287536e+07 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93066 members 
Mstep: Class 2 contains 71508 members 
Entering Unmasked Estep 
Score: -22877186.000000 Penalty: 5957.513672
	Iteration 2Q: 3 clusters Score -2.287719e+07 nChanged 7302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99454 members 
Mstep: Class 2 contains 65120 members 
Entering Unmasked Estep 
Score: -22880204.000000 Penalty: 5957.513672
	Iteration 3Q: 3 clusters Score -2.28802e+07 nChanged 9828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108778 members 
Mstep: Class 2 contains 55796 members 
Entering Unmasked Estep 
Score: -22885996.000000 Penalty: 5957.513672
	Iteration 4F: 3 clusters Score -2.2886e+07 nChanged 13123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121659 members 
Mstep: Class 2 contains 42915 members 
Entering Unmasked Estep 
Score: -22896392.000000 Penalty: 5957.513672
	Iteration 5F: 3 clusters Score -2.289639e+07 nChanged 15326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136867 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -22910450.000000 Penalty: 5957.513672
	Iteration 6F: 3 clusters Score -2.291045e+07 nChanged 13435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150268 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -22923270.000000 Penalty: 5957.513672
	Iteration 7F: 3 clusters Score -2.292327e+07 nChanged 8009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158267 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -22930480.000000 Penalty: 5957.513672
	Iteration 8Q: 3 clusters Score -2.293048e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161949 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -22932110.000000 Penalty: 5957.513672
	Iteration 9Q: 3 clusters Score -2.293211e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163319 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -22932476.000000 Penalty: 5957.513672
	Iteration 10Q: 3 clusters Score -2.293248e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163784 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -22932530.000000 Penalty: 5957.513672
	Iteration 11Q: 3 clusters Score -2.293253e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163947 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -22932498.000000 Penalty: 5957.513672
	Iteration 12Q: 3 clusters Score -2.29325e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164027 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -22932510.000000 Penalty: 5957.513672
	Iteration 13Q: 3 clusters Score -2.293251e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164080 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -22932458.000000 Penalty: 5957.513672
	Iteration 14Q: 3 clusters Score -2.293246e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164111 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -22932476.000000 Penalty: 5957.513672
	Iteration 15Q: 3 clusters Score -2.293248e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164128 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -22932474.000000 Penalty: 5957.513672
	Iteration 16Q: 3 clusters Score -2.293247e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164135 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -22932486.000000 Penalty: 5957.513672
	Iteration 17Q: 3 clusters Score -2.293249e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164145 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -22932486.000000 Penalty: 5957.513672
	Iteration 18Q: 3 clusters Score -2.293249e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164150 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -22932498.000000 Penalty: 5957.513672
	Iteration 19Q: 3 clusters Score -2.29325e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164158 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -22932482.000000 Penalty: 5957.513672
	Iteration 20F: 3 clusters Score -2.293248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164165 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -22932472.000000 Penalty: 5957.513672
	Iteration 21Q: 3 clusters Score -2.293247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164169 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -22932458.000000 Penalty: 5957.513672
	Iteration 22Q: 3 clusters Score -2.293246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164171 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -22932462.000000 Penalty: 5957.513672
	Iteration 23Q: 3 clusters Score -2.293246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164171 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -22932462.000000 Penalty: 5957.513672
	Iteration 24Q: 3 clusters Score -2.293246e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164171 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -22932462.000000 Penalty: 5957.513672
	Iteration 25F: 3 clusters Score -2.293246e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (65470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65470 members 
Entering Unmasked Estep 
Score: -9220645.000000 Penalty: 2750.157959
	Iteration 0F: 2 clusters Score -9220645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -9176745.000000 Penalty: 5500.315918
	Iteration 0F: 3 clusters Score -9176745 nChanged 30563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -9194124.000000 Penalty: 5500.315918
	Iteration 1F: 3 clusters Score -9194124 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -9194959.000000 Penalty: 5500.315918
	Iteration 2Q: 3 clusters Score -9194959 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -9196168.000000 Penalty: 5500.315918
	Iteration 3Q: 3 clusters Score -9196168 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -9197833.000000 Penalty: 5500.315918
	Iteration 4F: 3 clusters Score -9197833 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -9200044.000000 Penalty: 5500.315918
	Iteration 5F: 3 clusters Score -9200044 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -9203180.000000 Penalty: 5500.315918
	Iteration 6F: 3 clusters Score -9203180 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51013 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -9207071.000000 Penalty: 5500.315918
	Iteration 7F: 3 clusters Score -9207071 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55312 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -9210776.000000 Penalty: 5500.315918
	Iteration 8F: 3 clusters Score -9210776 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58857 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -9213859.000000 Penalty: 5500.315918
	Iteration 9F: 3 clusters Score -9213859 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61305 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -9215907.000000 Penalty: 5500.315918
	Iteration 10Q: 3 clusters Score -9215907 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62805 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -9217092.000000 Penalty: 5500.315918
	Iteration 11Q: 3 clusters Score -9217092 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63629 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -9217696.000000 Penalty: 5500.315918
	Iteration 12Q: 3 clusters Score -9217696 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64104 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -9217997.000000 Penalty: 5500.315918
	Iteration 13Q: 3 clusters Score -9217997 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64380 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -9218197.000000 Penalty: 5500.315918
	Iteration 14Q: 3 clusters Score -9218197 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64539 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -9218322.000000 Penalty: 5500.315918
	Iteration 15Q: 3 clusters Score -9218322 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64630 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -9218368.000000 Penalty: 5500.315918
	Iteration 16Q: 3 clusters Score -9218368 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64676 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -9218405.000000 Penalty: 5500.315918
	Iteration 17Q: 3 clusters Score -9218405 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64711 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -9218435.000000 Penalty: 5500.315918
	Iteration 18Q: 3 clusters Score -9218435 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64734 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -9218454.000000 Penalty: 5500.315918
	Iteration 19Q: 3 clusters Score -9218454 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64751 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -9218473.000000 Penalty: 5500.315918
	Iteration 20F: 3 clusters Score -9218473 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64773 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -9218480.000000 Penalty: 5500.315918
	Iteration 21Q: 3 clusters Score -9218480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64784 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -9218486.000000 Penalty: 5500.315918
	Iteration 22Q: 3 clusters Score -9218486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64792 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -9218503.000000 Penalty: 5500.315918
	Iteration 23Q: 3 clusters Score -9218503 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64807 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -9218508.000000 Penalty: 5500.315918
	Iteration 24Q: 3 clusters Score -9218508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64816 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -9218520.000000 Penalty: 5500.315918
	Iteration 25Q: 3 clusters Score -9218520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64823 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -9218534.000000 Penalty: 5500.315918
	Iteration 26Q: 3 clusters Score -9218534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64832 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -9218550.000000 Penalty: 5500.315918
	Iteration 27Q: 3 clusters Score -9218550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64838 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -9218562.000000 Penalty: 5500.315918
	Iteration 28Q: 3 clusters Score -9218562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64842 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -9218560.000000 Penalty: 5500.315918
	Iteration 29Q: 3 clusters Score -9218560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64844 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -9218568.000000 Penalty: 5500.315918
	Iteration 30Q: 3 clusters Score -9218568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64845 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -9218572.000000 Penalty: 5500.315918
	Iteration 31Q: 3 clusters Score -9218572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64845 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -9218572.000000 Penalty: 5500.315918
	Iteration 32F: 3 clusters Score -9218572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (33500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Entering Unmasked Estep 
Score: -4743756.000000 Penalty: 2583.986572
	Iteration 0F: 2 clusters Score -4743756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -4720933.000000 Penalty: 5167.973145
	Iteration 0F: 3 clusters Score -4720933 nChanged 15168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -4729495.000000 Penalty: 5167.973145
	Iteration 1F: 3 clusters Score -4729495 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -4730063.500000 Penalty: 5167.973145
	Iteration 2F: 3 clusters Score -4730064 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -4730593.500000 Penalty: 5167.973145
	Iteration 3Q: 3 clusters Score -4730594 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -4731084.000000 Penalty: 5167.973145
	Iteration 4Q: 3 clusters Score -4731084 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -4731541.000000 Penalty: 5167.973145
	Iteration 5Q: 3 clusters Score -4731541 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -4732035.500000 Penalty: 5167.973145
	Iteration 6Q: 3 clusters Score -4732036 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -4732563.500000 Penalty: 5167.973145
	Iteration 7Q: 3 clusters Score -4732564 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -4733339.000000 Penalty: 5167.973145
	Iteration 8Q: 3 clusters Score -4733339 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -4734452.000000 Penalty: 5167.973145
	Iteration 9F: 3 clusters Score -4734452 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -4736216.000000 Penalty: 5167.973145
	Iteration 10F: 3 clusters Score -4736216 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -4738659.000000 Penalty: 5167.973145
	Iteration 11F: 3 clusters Score -4738659 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -4740907.000000 Penalty: 5167.973145
	Iteration 12F: 3 clusters Score -4740907 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 30921 members 
Entering Unmasked Estep 
Score: -4742399.000000 Penalty: 5167.973145
	Iteration 13Q: 3 clusters Score -4742399 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -4743074.000000 Penalty: 5167.973145
	Iteration 14Q: 3 clusters Score -4743074 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -4743369.000000 Penalty: 5167.973145
	Iteration 15Q: 3 clusters Score -4743369 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -4743471.000000 Penalty: 5167.973145
	Iteration 16Q: 3 clusters Score -4743471 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -4743523.000000 Penalty: 5167.973145
	Iteration 17Q: 3 clusters Score -4743523 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -4743528.000000 Penalty: 5167.973145
	Iteration 18Q: 3 clusters Score -4743528 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 32394 members 
Entering Unmasked Estep 
Score: -4743546.500000 Penalty: 5167.973145
	Iteration 19Q: 3 clusters Score -4743546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -4743555.000000 Penalty: 5167.973145
	Iteration 20F: 3 clusters Score -4743555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 32406 members 
Entering Unmasked Estep 
Score: -4743552.500000 Penalty: 5167.973145
	Iteration 21Q: 3 clusters Score -4743552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -4743559.000000 Penalty: 5167.973145
	Iteration 22Q: 3 clusters Score -4743559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -4743561.000000 Penalty: 5167.973145
	Iteration 23Q: 3 clusters Score -4743561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -4743552.500000 Penalty: 5167.973145
	Iteration 24Q: 3 clusters Score -4743552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -4743551.500000 Penalty: 5167.973145
	Iteration 25Q: 3 clusters Score -4743552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -4743549.000000 Penalty: 5167.973145
	Iteration 26Q: 3 clusters Score -4743549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -4743547.000000 Penalty: 5167.973145
	Iteration 27Q: 3 clusters Score -4743547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -4743549.500000 Penalty: 5167.973145
	Iteration 28Q: 3 clusters Score -4743550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -4743551.500000 Penalty: 5167.973145
	Iteration 29Q: 3 clusters Score -4743552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -4743551.000000 Penalty: 5167.973145
	Iteration 30Q: 3 clusters Score -4743551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -4743551.000000 Penalty: 5167.973145
	Iteration 31F: 3 clusters Score -4743551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Entering Unmasked Estep 
Score: -2137244.500000 Penalty: 2385.413330
	Iteration 0F: 2 clusters Score -2137244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -2126348.250000 Penalty: 4770.826660
	Iteration 0F: 3 clusters Score -2126348 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2129745.750000 Penalty: 4770.826660
	Iteration 1F: 3 clusters Score -2129746 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -2130095.750000 Penalty: 4770.826660
	Iteration 2F: 3 clusters Score -2130096 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -2130360.500000 Penalty: 4770.826660
	Iteration 3Q: 3 clusters Score -2130360 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -2130575.750000 Penalty: 4770.826660
	Iteration 4Q: 3 clusters Score -2130576 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -2130820.000000 Penalty: 4770.826660
	Iteration 5Q: 3 clusters Score -2130820 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -2131106.500000 Penalty: 4770.826660
	Iteration 6Q: 3 clusters Score -2131106 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -2131443.000000 Penalty: 4770.826660
	Iteration 7Q: 3 clusters Score -2131443 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -2131830.000000 Penalty: 4770.826660
	Iteration 8Q: 3 clusters Score -2131830 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -2132326.500000 Penalty: 4770.826660
	Iteration 9F: 3 clusters Score -2132326 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -2132951.250000 Penalty: 4770.826660
	Iteration 10F: 3 clusters Score -2132951 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2133628.500000 Penalty: 4770.826660
	Iteration 11F: 3 clusters Score -2133628 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2134269.000000 Penalty: 4770.826660
	Iteration 12Q: 3 clusters Score -2134269 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2134739.500000 Penalty: 4770.826660
	Iteration 13Q: 3 clusters Score -2134740 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2135054.500000 Penalty: 4770.826660
	Iteration 14Q: 3 clusters Score -2135054 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2135218.250000 Penalty: 4770.826660
	Iteration 15Q: 3 clusters Score -2135218 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2135311.750000 Penalty: 4770.826660
	Iteration 16Q: 3 clusters Score -2135312 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2135370.250000 Penalty: 4770.826660
	Iteration 17Q: 3 clusters Score -2135370 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2135403.250000 Penalty: 4770.826660
	Iteration 18Q: 3 clusters Score -2135403 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2135427.750000 Penalty: 4770.826660
	Iteration 19Q: 3 clusters Score -2135428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2135446.750000 Penalty: 4770.826660
	Iteration 20F: 3 clusters Score -2135447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2135459.500000 Penalty: 4770.826660
	Iteration 21Q: 3 clusters Score -2135460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2135474.500000 Penalty: 4770.826660
	Iteration 22Q: 3 clusters Score -2135474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2135488.500000 Penalty: 4770.826660
	Iteration 23Q: 3 clusters Score -2135488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2135494.500000 Penalty: 4770.826660
	Iteration 24Q: 3 clusters Score -2135494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2135501.500000 Penalty: 4770.826660
	Iteration 25Q: 3 clusters Score -2135502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2135505.500000 Penalty: 4770.826660
	Iteration 26Q: 3 clusters Score -2135506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2135511.750000 Penalty: 4770.826660
	Iteration 27Q: 3 clusters Score -2135512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2135511.500000 Penalty: 4770.826660
	Iteration 28Q: 3 clusters Score -2135512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2135511.250000 Penalty: 4770.826660
	Iteration 29Q: 3 clusters Score -2135511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2135511.250000 Penalty: 4770.826660
	Iteration 30F: 3 clusters Score -2135511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (176024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176024 members 
Entering Unmasked Estep 
Score: -24808348.000000 Penalty: 2995.437256
	Iteration 0F: 2 clusters Score -2.480835e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87887 members 
Mstep: Class 2 contains 88137 members 
Entering Unmasked Estep 
Score: -24699922.000000 Penalty: 5990.874512
	Iteration 0F: 3 clusters Score -2.469992e+07 nChanged 84572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85649 members 
Mstep: Class 2 contains 90375 members 
Entering Unmasked Estep 
Score: -24749666.000000 Penalty: 5990.874512
	Iteration 1F: 3 clusters Score -2.474967e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84443 members 
Mstep: Class 2 contains 91581 members 
Entering Unmasked Estep 
Score: -24750770.000000 Penalty: 5990.874512
	Iteration 2Q: 3 clusters Score -2.475077e+07 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82684 members 
Mstep: Class 2 contains 93340 members 
Entering Unmasked Estep 
Score: -24752512.000000 Penalty: 5990.874512
	Iteration 3Q: 3 clusters Score -2.475251e+07 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80012 members 
Mstep: Class 2 contains 96012 members 
Entering Unmasked Estep 
Score: -24754900.000000 Penalty: 5990.874512
	Iteration 4Q: 3 clusters Score -2.47549e+07 nChanged 8379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76481 members 
Mstep: Class 2 contains 99543 members 
Entering Unmasked Estep 
Score: -24758398.000000 Penalty: 5990.874512
	Iteration 5Q: 3 clusters Score -2.47584e+07 nChanged 9641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72162 members 
Mstep: Class 2 contains 103862 members 
Entering Unmasked Estep 
Score: -24763252.000000 Penalty: 5990.874512
	Iteration 6F: 3 clusters Score -2.476325e+07 nChanged 10855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67857 members 
Mstep: Class 2 contains 108167 members 
Entering Unmasked Estep 
Score: -24770358.000000 Penalty: 5990.874512
	Iteration 7F: 3 clusters Score -2.477036e+07 nChanged 11452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64925 members 
Mstep: Class 2 contains 111099 members 
Entering Unmasked Estep 
Score: -24778986.000000 Penalty: 5990.874512
	Iteration 8F: 3 clusters Score -2.477899e+07 nChanged 10281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64058 members 
Mstep: Class 2 contains 111966 members 
Entering Unmasked Estep 
Score: -24784642.000000 Penalty: 5990.874512
	Iteration 9F: 3 clusters Score -2.478464e+07 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64211 members 
Mstep: Class 2 contains 111813 members 
Entering Unmasked Estep 
Score: -24786352.000000 Penalty: 5990.874512
	Iteration 10Q: 3 clusters Score -2.478635e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64587 members 
Mstep: Class 2 contains 111437 members 
Entering Unmasked Estep 
Score: -24786700.000000 Penalty: 5990.874512
	Iteration 11Q: 3 clusters Score -2.47867e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65000 members 
Mstep: Class 2 contains 111024 members 
Entering Unmasked Estep 
Score: -24786830.000000 Penalty: 5990.874512
	Iteration 12Q: 3 clusters Score -2.478683e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65454 members 
Mstep: Class 2 contains 110570 members 
Entering Unmasked Estep 
Score: -24786872.000000 Penalty: 5990.874512
	Iteration 13Q: 3 clusters Score -2.478687e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65891 members 
Mstep: Class 2 contains 110133 members 
Entering Unmasked Estep 
Score: -24786896.000000 Penalty: 5990.874512
	Iteration 14Q: 3 clusters Score -2.47869e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66393 members 
Mstep: Class 2 contains 109631 members 
Entering Unmasked Estep 
Score: -24787010.000000 Penalty: 5990.874512
	Iteration 15Q: 3 clusters Score -2.478701e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66878 members 
Mstep: Class 2 contains 109146 members 
Entering Unmasked Estep 
Score: -24787110.000000 Penalty: 5990.874512
	Iteration 16Q: 3 clusters Score -2.478711e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67402 members 
Mstep: Class 2 contains 108622 members 
Entering Unmasked Estep 
Score: -24787170.000000 Penalty: 5990.874512
	Iteration 17Q: 3 clusters Score -2.478717e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68029 members 
Mstep: Class 2 contains 107995 members 
Entering Unmasked Estep 
Score: -24787294.000000 Penalty: 5990.874512
	Iteration 18Q: 3 clusters Score -2.478729e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68654 members 
Mstep: Class 2 contains 107370 members 
Entering Unmasked Estep 
Score: -24787522.000000 Penalty: 5990.874512
	Iteration 19Q: 3 clusters Score -2.478752e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69216 members 
Mstep: Class 2 contains 106808 members 
Entering Unmasked Estep 
Score: -24787648.000000 Penalty: 5990.874512
	Iteration 20F: 3 clusters Score -2.478765e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69763 members 
Mstep: Class 2 contains 106261 members 
Entering Unmasked Estep 
Score: -24787950.000000 Penalty: 5990.874512
	Iteration 21Q: 3 clusters Score -2.478795e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70317 members 
Mstep: Class 2 contains 105707 members 
Entering Unmasked Estep 
Score: -24788036.000000 Penalty: 5990.874512
	Iteration 22Q: 3 clusters Score -2.478804e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70841 members 
Mstep: Class 2 contains 105183 members 
Entering Unmasked Estep 
Score: -24788180.000000 Penalty: 5990.874512
	Iteration 23Q: 3 clusters Score -2.478818e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71368 members 
Mstep: Class 2 contains 104656 members 
Entering Unmasked Estep 
Score: -24788262.000000 Penalty: 5990.874512
	Iteration 24Q: 3 clusters Score -2.478826e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71868 members 
Mstep: Class 2 contains 104156 members 
Entering Unmasked Estep 
Score: -24788496.000000 Penalty: 5990.874512
	Iteration 25Q: 3 clusters Score -2.47885e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72395 members 
Mstep: Class 2 contains 103629 members 
Entering Unmasked Estep 
Score: -24788670.000000 Penalty: 5990.874512
	Iteration 26Q: 3 clusters Score -2.478867e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72866 members 
Mstep: Class 2 contains 103158 members 
Entering Unmasked Estep 
Score: -24788744.000000 Penalty: 5990.874512
	Iteration 27Q: 3 clusters Score -2.478874e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73411 members 
Mstep: Class 2 contains 102613 members 
Entering Unmasked Estep 
Score: -24789000.000000 Penalty: 5990.874512
	Iteration 28Q: 3 clusters Score -2.4789e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73933 members 
Mstep: Class 2 contains 102091 members 
Entering Unmasked Estep 
Score: -24789248.000000 Penalty: 5990.874512
	Iteration 29Q: 3 clusters Score -2.478925e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74445 members 
Mstep: Class 2 contains 101579 members 
Entering Unmasked Estep 
Score: -24789520.000000 Penalty: 5990.874512
	Iteration 30Q: 3 clusters Score -2.478952e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74921 members 
Mstep: Class 2 contains 101103 members 
Entering Unmasked Estep 
Score: -24789768.000000 Penalty: 5990.874512
	Iteration 31Q: 3 clusters Score -2.478977e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75387 members 
Mstep: Class 2 contains 100637 members 
Entering Unmasked Estep 
Score: -24789956.000000 Penalty: 5990.874512
	Iteration 32Q: 3 clusters Score -2.478996e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75799 members 
Mstep: Class 2 contains 100225 members 
Entering Unmasked Estep 
Score: -24790292.000000 Penalty: 5990.874512
	Iteration 33Q: 3 clusters Score -2.479029e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76158 members 
Mstep: Class 2 contains 99866 members 
Entering Unmasked Estep 
Score: -24790576.000000 Penalty: 5990.874512
	Iteration 34Q: 3 clusters Score -2.479058e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76491 members 
Mstep: Class 2 contains 99533 members 
Entering Unmasked Estep 
Score: -24790928.000000 Penalty: 5990.874512
	Iteration 35Q: 3 clusters Score -2.479093e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76810 members 
Mstep: Class 2 contains 99214 members 
Entering Unmasked Estep 
Score: -24791182.000000 Penalty: 5990.874512
	Iteration 36Q: 3 clusters Score -2.479118e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77151 members 
Mstep: Class 2 contains 98873 members 
Entering Unmasked Estep 
Score: -24791526.000000 Penalty: 5990.874512
	Iteration 37Q: 3 clusters Score -2.479153e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77446 members 
Mstep: Class 2 contains 98578 members 
Entering Unmasked Estep 
Score: -24791876.000000 Penalty: 5990.874512
	Iteration 38Q: 3 clusters Score -2.479188e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77701 members 
Mstep: Class 2 contains 98323 members 
Entering Unmasked Estep 
Score: -24792278.000000 Penalty: 5990.874512
	Iteration 39Q: 3 clusters Score -2.479228e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77934 members 
Mstep: Class 2 contains 98090 members 
Entering Unmasked Estep 
Score: -24792558.000000 Penalty: 5990.874512
	Iteration 40F: 3 clusters Score -2.479256e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78113 members 
Mstep: Class 2 contains 97911 members 
Entering Unmasked Estep 
Score: -24792808.000000 Penalty: 5990.874512
	Iteration 41Q: 3 clusters Score -2.479281e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78216 members 
Mstep: Class 2 contains 97808 members 
Entering Unmasked Estep 
Score: -24793188.000000 Penalty: 5990.874512
	Iteration 42Q: 3 clusters Score -2.479319e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78321 members 
Mstep: Class 2 contains 97703 members 
Entering Unmasked Estep 
Score: -24793456.000000 Penalty: 5990.874512
	Iteration 43Q: 3 clusters Score -2.479346e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78419 members 
Mstep: Class 2 contains 97605 members 
Entering Unmasked Estep 
Score: -24793688.000000 Penalty: 5990.874512
	Iteration 44Q: 3 clusters Score -2.479369e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78496 members 
Mstep: Class 2 contains 97528 members 
Entering Unmasked Estep 
Score: -24793876.000000 Penalty: 5990.874512
	Iteration 45Q: 3 clusters Score -2.479388e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78570 members 
Mstep: Class 2 contains 97454 members 
Entering Unmasked Estep 
Score: -24794024.000000 Penalty: 5990.874512
	Iteration 46Q: 3 clusters Score -2.479402e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78609 members 
Mstep: Class 2 contains 97415 members 
Entering Unmasked Estep 
Score: -24794162.000000 Penalty: 5990.874512
	Iteration 47Q: 3 clusters Score -2.479416e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78632 members 
Mstep: Class 2 contains 97392 members 
Entering Unmasked Estep 
Score: -24794212.000000 Penalty: 5990.874512
	Iteration 48Q: 3 clusters Score -2.479421e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78636 members 
Mstep: Class 2 contains 97388 members 
Entering Unmasked Estep 
Score: -24794404.000000 Penalty: 5990.874512
	Iteration 49Q: 3 clusters Score -2.47944e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78633 members 
Mstep: Class 2 contains 97391 members 
Entering Unmasked Estep 
Score: -24794502.000000 Penalty: 5990.874512
	Iteration 50Q: 3 clusters Score -2.47945e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78664 members 
Mstep: Class 2 contains 97360 members 
Entering Unmasked Estep 
Score: -24794608.000000 Penalty: 5990.874512
	Iteration 51Q: 3 clusters Score -2.479461e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78659 members 
Mstep: Class 2 contains 97365 members 
Entering Unmasked Estep 
Score: -24794722.000000 Penalty: 5990.874512
	Iteration 52Q: 3 clusters Score -2.479472e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78657 members 
Mstep: Class 2 contains 97367 members 
Entering Unmasked Estep 
Score: -24794894.000000 Penalty: 5990.874512
	Iteration 53Q: 3 clusters Score -2.479489e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78641 members 
Mstep: Class 2 contains 97383 members 
Entering Unmasked Estep 
Score: -24794978.000000 Penalty: 5990.874512
	Iteration 54Q: 3 clusters Score -2.479498e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78648 members 
Mstep: Class 2 contains 97376 members 
Entering Unmasked Estep 
Score: -24795118.000000 Penalty: 5990.874512
	Iteration 55Q: 3 clusters Score -2.479512e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78615 members 
Mstep: Class 2 contains 97409 members 
Entering Unmasked Estep 
Score: -24795184.000000 Penalty: 5990.874512
	Iteration 56Q: 3 clusters Score -2.479518e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78569 members 
Mstep: Class 2 contains 97455 members 
Entering Unmasked Estep 
Score: -24795156.000000 Penalty: 5990.874512
	Iteration 57Q: 3 clusters Score -2.479516e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78518 members 
Mstep: Class 2 contains 97506 members 
Entering Unmasked Estep 
Score: -24795180.000000 Penalty: 5990.874512
	Iteration 58Q: 3 clusters Score -2.479518e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78468 members 
Mstep: Class 2 contains 97556 members 
Entering Unmasked Estep 
Score: -24795204.000000 Penalty: 5990.874512
	Iteration 59Q: 3 clusters Score -2.47952e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78381 members 
Mstep: Class 2 contains 97643 members 
Entering Unmasked Estep 
Score: -24795214.000000 Penalty: 5990.874512
	Iteration 60F: 3 clusters Score -2.479521e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78291 members 
Mstep: Class 2 contains 97733 members 
Entering Unmasked Estep 
Score: -24795296.000000 Penalty: 5990.874512
	Iteration 61Q: 3 clusters Score -2.47953e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78173 members 
Mstep: Class 2 contains 97851 members 
Entering Unmasked Estep 
Score: -24795388.000000 Penalty: 5990.874512
	Iteration 62Q: 3 clusters Score -2.479539e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78049 members 
Mstep: Class 2 contains 97975 members 
Entering Unmasked Estep 
Score: -24795372.000000 Penalty: 5990.874512
	Iteration 63Q: 3 clusters Score -2.479537e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77899 members 
Mstep: Class 2 contains 98125 members 
Entering Unmasked Estep 
Score: -24795414.000000 Penalty: 5990.874512
	Iteration 64Q: 3 clusters Score -2.479541e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77760 members 
Mstep: Class 2 contains 98264 members 
Entering Unmasked Estep 
Score: -24795394.000000 Penalty: 5990.874512
	Iteration 65Q: 3 clusters Score -2.479539e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77624 members 
Mstep: Class 2 contains 98400 members 
Entering Unmasked Estep 
Score: -24795412.000000 Penalty: 5990.874512
	Iteration 66Q: 3 clusters Score -2.479541e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77451 members 
Mstep: Class 2 contains 98573 members 
Entering Unmasked Estep 
Score: -24795430.000000 Penalty: 5990.874512
	Iteration 67Q: 3 clusters Score -2.479543e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77273 members 
Mstep: Class 2 contains 98751 members 
Entering Unmasked Estep 
Score: -24795466.000000 Penalty: 5990.874512
	Iteration 68Q: 3 clusters Score -2.479547e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77092 members 
Mstep: Class 2 contains 98932 members 
Entering Unmasked Estep 
Score: -24795538.000000 Penalty: 5990.874512
	Iteration 69Q: 3 clusters Score -2.479554e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76881 members 
Mstep: Class 2 contains 99143 members 
Entering Unmasked Estep 
Score: -24795496.000000 Penalty: 5990.874512
	Iteration 70Q: 3 clusters Score -2.47955e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76653 members 
Mstep: Class 2 contains 99371 members 
Entering Unmasked Estep 
Score: -24795502.000000 Penalty: 5990.874512
	Iteration 71Q: 3 clusters Score -2.47955e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76440 members 
Mstep: Class 2 contains 99584 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2.47955e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76224 members 
Mstep: Class 2 contains 99800 members 
Entering Unmasked Estep 
Score: -24795474.000000 Penalty: 5990.874512
	Iteration 73Q: 3 clusters Score -2.479547e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75989 members 
Mstep: Class 2 contains 100035 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2.47955e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75748 members 
Mstep: Class 2 contains 100276 members 
Entering Unmasked Estep 
Score: -24795464.000000 Penalty: 5990.874512
	Iteration 75Q: 3 clusters Score -2.479546e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75503 members 
Mstep: Class 2 contains 100521 members 
Entering Unmasked Estep 
Score: -24795512.000000 Penalty: 5990.874512
	Iteration 76Q: 3 clusters Score -2.479551e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75267 members 
Mstep: Class 2 contains 100757 members 
Entering Unmasked Estep 
Score: -24795540.000000 Penalty: 5990.874512
	Iteration 77Q: 3 clusters Score -2.479554e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75068 members 
Mstep: Class 2 contains 100956 members 
Entering Unmasked Estep 
Score: -24795594.000000 Penalty: 5990.874512
	Iteration 78Q: 3 clusters Score -2.479559e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74882 members 
Mstep: Class 2 contains 101142 members 
Entering Unmasked Estep 
Score: -24795556.000000 Penalty: 5990.874512
	Iteration 79Q: 3 clusters Score -2.479556e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74681 members 
Mstep: Class 2 contains 101343 members 
Entering Unmasked Estep 
Score: -24795506.000000 Penalty: 5990.874512
	Iteration 80F: 3 clusters Score -2.479551e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74457 members 
Mstep: Class 2 contains 101567 members 
Entering Unmasked Estep 
Score: -24795570.000000 Penalty: 5990.874512
	Iteration 81Q: 3 clusters Score -2.479557e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74253 members 
Mstep: Class 2 contains 101771 members 
Entering Unmasked Estep 
Score: -24795606.000000 Penalty: 5990.874512
	Iteration 82Q: 3 clusters Score -2.479561e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74028 members 
Mstep: Class 2 contains 101996 members 
Entering Unmasked Estep 
Score: -24795630.000000 Penalty: 5990.874512
	Iteration 83Q: 3 clusters Score -2.479563e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73799 members 
Mstep: Class 2 contains 102225 members 
Entering Unmasked Estep 
Score: -24795620.000000 Penalty: 5990.874512
	Iteration 84Q: 3 clusters Score -2.479562e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73567 members 
Mstep: Class 2 contains 102457 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2.479562e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73313 members 
Mstep: Class 2 contains 102711 members 
Entering Unmasked Estep 
Score: -24795584.000000 Penalty: 5990.874512
	Iteration 86Q: 3 clusters Score -2.479558e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73043 members 
Mstep: Class 2 contains 102981 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2.479562e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72759 members 
Mstep: Class 2 contains 103265 members 
Entering Unmasked Estep 
Score: -24795604.000000 Penalty: 5990.874512
	Iteration 88Q: 3 clusters Score -2.47956e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72481 members 
Mstep: Class 2 contains 103543 members 
Entering Unmasked Estep 
Score: -24795616.000000 Penalty: 5990.874512
	Iteration 89Q: 3 clusters Score -2.479562e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72197 members 
Mstep: Class 2 contains 103827 members 
Entering Unmasked Estep 
Score: -24795630.000000 Penalty: 5990.874512
	Iteration 90Q: 3 clusters Score -2.479563e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71890 members 
Mstep: Class 2 contains 104134 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2.479562e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71565 members 
Mstep: Class 2 contains 104459 members 
Entering Unmasked Estep 
Score: -24795538.000000 Penalty: 5990.874512
	Iteration 92Q: 3 clusters Score -2.479554e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71238 members 
Mstep: Class 2 contains 104786 members 
Entering Unmasked Estep 
Score: -24795518.000000 Penalty: 5990.874512
	Iteration 93Q: 3 clusters Score -2.479552e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70915 members 
Mstep: Class 2 contains 105109 members 
Entering Unmasked Estep 
Score: -24795544.000000 Penalty: 5990.874512
	Iteration 94Q: 3 clusters Score -2.479554e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70586 members 
Mstep: Class 2 contains 105438 members 
Entering Unmasked Estep 
Score: -24795488.000000 Penalty: 5990.874512
	Iteration 95Q: 3 clusters Score -2.479549e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70254 members 
Mstep: Class 2 contains 105770 members 
Entering Unmasked Estep 
Score: -24795516.000000 Penalty: 5990.874512
	Iteration 96Q: 3 clusters Score -2.479552e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69928 members 
Mstep: Class 2 contains 106096 members 
Entering Unmasked Estep 
Score: -24795518.000000 Penalty: 5990.874512
	Iteration 97Q: 3 clusters Score -2.479552e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69611 members 
Mstep: Class 2 contains 106413 members 
Entering Unmasked Estep 
Score: -24795500.000000 Penalty: 5990.874512
	Iteration 98Q: 3 clusters Score -2.47955e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69304 members 
Mstep: Class 2 contains 106720 members 
Entering Unmasked Estep 
Score: -24795516.000000 Penalty: 5990.874512
	Iteration 99Q: 3 clusters Score -2.479552e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69020 members 
Mstep: Class 2 contains 107004 members 
Entering Unmasked Estep 
Score: -24795502.000000 Penalty: 5990.874512
	Iteration 100F: 3 clusters Score -2.47955e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68747 members 
Mstep: Class 2 contains 107277 members 
Entering Unmasked Estep 
Score: -24795474.000000 Penalty: 5990.874512
	Iteration 101Q: 3 clusters Score -2.479547e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68446 members 
Mstep: Class 2 contains 107578 members 
Entering Unmasked Estep 
Score: -24795458.000000 Penalty: 5990.874512
	Iteration 102Q: 3 clusters Score -2.479546e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68161 members 
Mstep: Class 2 contains 107863 members 
Entering Unmasked Estep 
Score: -24795456.000000 Penalty: 5990.874512
	Iteration 103Q: 3 clusters Score -2.479546e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67878 members 
Mstep: Class 2 contains 108146 members 
Entering Unmasked Estep 
Score: -24795460.000000 Penalty: 5990.874512
	Iteration 104Q: 3 clusters Score -2.479546e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67590 members 
Mstep: Class 2 contains 108434 members 
Entering Unmasked Estep 
Score: -24795400.000000 Penalty: 5990.874512
	Iteration 105Q: 3 clusters Score -2.47954e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67286 members 
Mstep: Class 2 contains 108738 members 
Entering Unmasked Estep 
Score: -24795378.000000 Penalty: 5990.874512
	Iteration 106Q: 3 clusters Score -2.479538e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66969 members 
Mstep: Class 2 contains 109055 members 
Entering Unmasked Estep 
Score: -24795388.000000 Penalty: 5990.874512
	Iteration 107Q: 3 clusters Score -2.479539e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66665 members 
Mstep: Class 2 contains 109359 members 
Entering Unmasked Estep 
Score: -24795402.000000 Penalty: 5990.874512
	Iteration 108Q: 3 clusters Score -2.47954e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66394 members 
Mstep: Class 2 contains 109630 members 
Entering Unmasked Estep 
Score: -24795380.000000 Penalty: 5990.874512
	Iteration 109Q: 3 clusters Score -2.479538e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66118 members 
Mstep: Class 2 contains 109906 members 
Entering Unmasked Estep 
Score: -24795368.000000 Penalty: 5990.874512
	Iteration 110Q: 3 clusters Score -2.479537e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65847 members 
Mstep: Class 2 contains 110177 members 
Entering Unmasked Estep 
Score: -24795406.000000 Penalty: 5990.874512
	Iteration 111Q: 3 clusters Score -2.479541e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65603 members 
Mstep: Class 2 contains 110421 members 
Entering Unmasked Estep 
Score: -24795374.000000 Penalty: 5990.874512
	Iteration 112Q: 3 clusters Score -2.479537e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65357 members 
Mstep: Class 2 contains 110667 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2.479538e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65125 members 
Mstep: Class 2 contains 110899 members 
Entering Unmasked Estep 
Score: -24795372.000000 Penalty: 5990.874512
	Iteration 114Q: 3 clusters Score -2.479537e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64867 members 
Mstep: Class 2 contains 111157 members 
Entering Unmasked Estep 
Score: -24795372.000000 Penalty: 5990.874512
	Iteration 115Q: 3 clusters Score -2.479537e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64624 members 
Mstep: Class 2 contains 111400 members 
Entering Unmasked Estep 
Score: -24795362.000000 Penalty: 5990.874512
	Iteration 116Q: 3 clusters Score -2.479536e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64374 members 
Mstep: Class 2 contains 111650 members 
Entering Unmasked Estep 
Score: -24795380.000000 Penalty: 5990.874512
	Iteration 117Q: 3 clusters Score -2.479538e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64108 members 
Mstep: Class 2 contains 111916 members 
Entering Unmasked Estep 
Score: -24795286.000000 Penalty: 5990.874512
	Iteration 118Q: 3 clusters Score -2.479529e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63862 members 
Mstep: Class 2 contains 112162 members 
Entering Unmasked Estep 
Score: -24795334.000000 Penalty: 5990.874512
	Iteration 119Q: 3 clusters Score -2.479533e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63618 members 
Mstep: Class 2 contains 112406 members 
Entering Unmasked Estep 
Score: -24795296.000000 Penalty: 5990.874512
	Iteration 120F: 3 clusters Score -2.47953e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63407 members 
Mstep: Class 2 contains 112617 members 
Entering Unmasked Estep 
Score: -24795294.000000 Penalty: 5990.874512
	Iteration 121Q: 3 clusters Score -2.479529e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63214 members 
Mstep: Class 2 contains 112810 members 
Entering Unmasked Estep 
Score: -24795284.000000 Penalty: 5990.874512
	Iteration 122Q: 3 clusters Score -2.479528e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63005 members 
Mstep: Class 2 contains 113019 members 
Entering Unmasked Estep 
Score: -24795326.000000 Penalty: 5990.874512
	Iteration 123Q: 3 clusters Score -2.479533e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62810 members 
Mstep: Class 2 contains 113214 members 
Entering Unmasked Estep 
Score: -24795270.000000 Penalty: 5990.874512
	Iteration 124Q: 3 clusters Score -2.479527e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62635 members 
Mstep: Class 2 contains 113389 members 
Entering Unmasked Estep 
Score: -24795234.000000 Penalty: 5990.874512
	Iteration 125Q: 3 clusters Score -2.479523e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62458 members 
Mstep: Class 2 contains 113566 members 
Entering Unmasked Estep 
Score: -24795258.000000 Penalty: 5990.874512
	Iteration 126Q: 3 clusters Score -2.479526e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62282 members 
Mstep: Class 2 contains 113742 members 
Entering Unmasked Estep 
Score: -24795266.000000 Penalty: 5990.874512
	Iteration 127Q: 3 clusters Score -2.479527e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62115 members 
Mstep: Class 2 contains 113909 members 
Entering Unmasked Estep 
Score: -24795242.000000 Penalty: 5990.874512
	Iteration 128Q: 3 clusters Score -2.479524e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61970 members 
Mstep: Class 2 contains 114054 members 
Entering Unmasked Estep 
Score: -24795238.000000 Penalty: 5990.874512
	Iteration 129Q: 3 clusters Score -2.479524e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61828 members 
Mstep: Class 2 contains 114196 members 
Entering Unmasked Estep 
Score: -24795272.000000 Penalty: 5990.874512
	Iteration 130Q: 3 clusters Score -2.479527e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61692 members 
Mstep: Class 2 contains 114332 members 
Entering Unmasked Estep 
Score: -24795262.000000 Penalty: 5990.874512
	Iteration 131Q: 3 clusters Score -2.479526e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61557 members 
Mstep: Class 2 contains 114467 members 
Entering Unmasked Estep 
Score: -24795306.000000 Penalty: 5990.874512
	Iteration 132Q: 3 clusters Score -2.479531e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61409 members 
Mstep: Class 2 contains 114615 members 
Entering Unmasked Estep 
Score: -24795278.000000 Penalty: 5990.874512
	Iteration 133Q: 3 clusters Score -2.479528e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61262 members 
Mstep: Class 2 contains 114762 members 
Entering Unmasked Estep 
Score: -24795272.000000 Penalty: 5990.874512
	Iteration 134Q: 3 clusters Score -2.479527e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61114 members 
Mstep: Class 2 contains 114910 members 
Entering Unmasked Estep 
Score: -24795272.000000 Penalty: 5990.874512
	Iteration 135Q: 3 clusters Score -2.479527e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60955 members 
Mstep: Class 2 contains 115069 members 
Entering Unmasked Estep 
Score: -24795248.000000 Penalty: 5990.874512
	Iteration 136Q: 3 clusters Score -2.479525e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60812 members 
Mstep: Class 2 contains 115212 members 
Entering Unmasked Estep 
Score: -24795232.000000 Penalty: 5990.874512
	Iteration 137Q: 3 clusters Score -2.479523e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60681 members 
Mstep: Class 2 contains 115343 members 
Entering Unmasked Estep 
Score: -24795226.000000 Penalty: 5990.874512
	Iteration 138Q: 3 clusters Score -2.479523e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60554 members 
Mstep: Class 2 contains 115470 members 
Entering Unmasked Estep 
Score: -24795186.000000 Penalty: 5990.874512
	Iteration 139Q: 3 clusters Score -2.479519e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60432 members 
Mstep: Class 2 contains 115592 members 
Entering Unmasked Estep 
Score: -24795216.000000 Penalty: 5990.874512
	Iteration 140F: 3 clusters Score -2.479522e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60326 members 
Mstep: Class 2 contains 115698 members 
Entering Unmasked Estep 
Score: -24795222.000000 Penalty: 5990.874512
	Iteration 141Q: 3 clusters Score -2.479522e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60227 members 
Mstep: Class 2 contains 115797 members 
Entering Unmasked Estep 
Score: -24795226.000000 Penalty: 5990.874512
	Iteration 142Q: 3 clusters Score -2.479523e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60127 members 
Mstep: Class 2 contains 115897 members 
Entering Unmasked Estep 
Score: -24795218.000000 Penalty: 5990.874512
	Iteration 143Q: 3 clusters Score -2.479522e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60045 members 
Mstep: Class 2 contains 115979 members 
Entering Unmasked Estep 
Score: -24795230.000000 Penalty: 5990.874512
	Iteration 144Q: 3 clusters Score -2.479523e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59932 members 
Mstep: Class 2 contains 116092 members 
Entering Unmasked Estep 
Score: -24795266.000000 Penalty: 5990.874512
	Iteration 145Q: 3 clusters Score -2.479527e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59839 members 
Mstep: Class 2 contains 116185 members 
Entering Unmasked Estep 
Score: -24795274.000000 Penalty: 5990.874512
	Iteration 146Q: 3 clusters Score -2.479527e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59751 members 
Mstep: Class 2 contains 116273 members 
Entering Unmasked Estep 
Score: -24795244.000000 Penalty: 5990.874512
	Iteration 147Q: 3 clusters Score -2.479524e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59675 members 
Mstep: Class 2 contains 116349 members 
Entering Unmasked Estep 
Score: -24795228.000000 Penalty: 5990.874512
	Iteration 148Q: 3 clusters Score -2.479523e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59599 members 
Mstep: Class 2 contains 116425 members 
Entering Unmasked Estep 
Score: -24795220.000000 Penalty: 5990.874512
	Iteration 149Q: 3 clusters Score -2.479522e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59520 members 
Mstep: Class 2 contains 116504 members 
Entering Unmasked Estep 
Score: -24795224.000000 Penalty: 5990.874512
	Iteration 150Q: 3 clusters Score -2.479522e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59452 members 
Mstep: Class 2 contains 116572 members 
Entering Unmasked Estep 
Score: -24795222.000000 Penalty: 5990.874512
	Iteration 151Q: 3 clusters Score -2.479522e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59370 members 
Mstep: Class 2 contains 116654 members 
Entering Unmasked Estep 
Score: -24795246.000000 Penalty: 5990.874512
	Iteration 152Q: 3 clusters Score -2.479525e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59287 members 
Mstep: Class 2 contains 116737 members 
Entering Unmasked Estep 
Score: -24795212.000000 Penalty: 5990.874512
	Iteration 153Q: 3 clusters Score -2.479521e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59197 members 
Mstep: Class 2 contains 116827 members 
Entering Unmasked Estep 
Score: -24795222.000000 Penalty: 5990.874512
	Iteration 154Q: 3 clusters Score -2.479522e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59086 members 
Mstep: Class 2 contains 116938 members 
Entering Unmasked Estep 
Score: -24795196.000000 Penalty: 5990.874512
	Iteration 155Q: 3 clusters Score -2.47952e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58968 members 
Mstep: Class 2 contains 117056 members 
Entering Unmasked Estep 
Score: -24795156.000000 Penalty: 5990.874512
	Iteration 156Q: 3 clusters Score -2.479516e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58855 members 
Mstep: Class 2 contains 117169 members 
Entering Unmasked Estep 
Score: -24795156.000000 Penalty: 5990.874512
	Iteration 157Q: 3 clusters Score -2.479516e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58744 members 
Mstep: Class 2 contains 117280 members 
Entering Unmasked Estep 
Score: -24795176.000000 Penalty: 5990.874512
	Iteration 158Q: 3 clusters Score -2.479518e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58620 members 
Mstep: Class 2 contains 117404 members 
Entering Unmasked Estep 
Score: -24795114.000000 Penalty: 5990.874512
	Iteration 159Q: 3 clusters Score -2.479511e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58503 members 
Mstep: Class 2 contains 117521 members 
Entering Unmasked Estep 
Score: -24795110.000000 Penalty: 5990.874512
	Iteration 160F: 3 clusters Score -2.479511e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58387 members 
Mstep: Class 2 contains 117637 members 
Entering Unmasked Estep 
Score: -24795130.000000 Penalty: 5990.874512
	Iteration 161Q: 3 clusters Score -2.479513e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58256 members 
Mstep: Class 2 contains 117768 members 
Entering Unmasked Estep 
Score: -24795184.000000 Penalty: 5990.874512
	Iteration 162Q: 3 clusters Score -2.479518e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58137 members 
Mstep: Class 2 contains 117887 members 
Entering Unmasked Estep 
Score: -24795168.000000 Penalty: 5990.874512
	Iteration 163Q: 3 clusters Score -2.479517e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58004 members 
Mstep: Class 2 contains 118020 members 
Entering Unmasked Estep 
Score: -24795194.000000 Penalty: 5990.874512
	Iteration 164Q: 3 clusters Score -2.479519e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57844 members 
Mstep: Class 2 contains 118180 members 
Entering Unmasked Estep 
Score: -24795216.000000 Penalty: 5990.874512
	Iteration 165Q: 3 clusters Score -2.479522e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57703 members 
Mstep: Class 2 contains 118321 members 
Entering Unmasked Estep 
Score: -24795278.000000 Penalty: 5990.874512
	Iteration 166Q: 3 clusters Score -2.479528e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57574 members 
Mstep: Class 2 contains 118450 members 
Entering Unmasked Estep 
Score: -24795266.000000 Penalty: 5990.874512
	Iteration 167Q: 3 clusters Score -2.479527e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57438 members 
Mstep: Class 2 contains 118586 members 
Entering Unmasked Estep 
Score: -24795224.000000 Penalty: 5990.874512
	Iteration 168Q: 3 clusters Score -2.479522e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57289 members 
Mstep: Class 2 contains 118735 members 
Entering Unmasked Estep 
Score: -24795240.000000 Penalty: 5990.874512
	Iteration 169Q: 3 clusters Score -2.479524e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57125 members 
Mstep: Class 2 contains 118899 members 
Entering Unmasked Estep 
Score: -24795246.000000 Penalty: 5990.874512
	Iteration 170Q: 3 clusters Score -2.479525e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56954 members 
Mstep: Class 2 contains 119070 members 
Entering Unmasked Estep 
Score: -24795286.000000 Penalty: 5990.874512
	Iteration 171Q: 3 clusters Score -2.479529e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56787 members 
Mstep: Class 2 contains 119237 members 
Entering Unmasked Estep 
Score: -24795266.000000 Penalty: 5990.874512
	Iteration 172Q: 3 clusters Score -2.479527e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56593 members 
Mstep: Class 2 contains 119431 members 
Entering Unmasked Estep 
Score: -24795276.000000 Penalty: 5990.874512
	Iteration 173Q: 3 clusters Score -2.479528e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56385 members 
Mstep: Class 2 contains 119639 members 
Entering Unmasked Estep 
Score: -24795300.000000 Penalty: 5990.874512
	Iteration 174Q: 3 clusters Score -2.47953e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56176 members 
Mstep: Class 2 contains 119848 members 
Entering Unmasked Estep 
Score: -24795306.000000 Penalty: 5990.874512
	Iteration 175Q: 3 clusters Score -2.479531e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55967 members 
Mstep: Class 2 contains 120057 members 
Entering Unmasked Estep 
Score: -24795332.000000 Penalty: 5990.874512
	Iteration 176Q: 3 clusters Score -2.479533e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55764 members 
Mstep: Class 2 contains 120260 members 
Entering Unmasked Estep 
Score: -24795378.000000 Penalty: 5990.874512
	Iteration 177Q: 3 clusters Score -2.479538e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55572 members 
Mstep: Class 2 contains 120452 members 
Entering Unmasked Estep 
Score: -24795402.000000 Penalty: 5990.874512
	Iteration 178Q: 3 clusters Score -2.47954e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55369 members 
Mstep: Class 2 contains 120655 members 
Entering Unmasked Estep 
Score: -24795412.000000 Penalty: 5990.874512
	Iteration 179Q: 3 clusters Score -2.479541e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55159 members 
Mstep: Class 2 contains 120865 members 
Entering Unmasked Estep 
Score: -24795372.000000 Penalty: 5990.874512
	Iteration 180F: 3 clusters Score -2.479537e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54939 members 
Mstep: Class 2 contains 121085 members 
Entering Unmasked Estep 
Score: -24795370.000000 Penalty: 5990.874512
	Iteration 181Q: 3 clusters Score -2.479537e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54725 members 
Mstep: Class 2 contains 121299 members 
Entering Unmasked Estep 
Score: -24795398.000000 Penalty: 5990.874512
	Iteration 182Q: 3 clusters Score -2.47954e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54515 members 
Mstep: Class 2 contains 121509 members 
Entering Unmasked Estep 
Score: -24795378.000000 Penalty: 5990.874512
	Iteration 183Q: 3 clusters Score -2.479538e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54328 members 
Mstep: Class 2 contains 121696 members 
Entering Unmasked Estep 
Score: -24795372.000000 Penalty: 5990.874512
	Iteration 184Q: 3 clusters Score -2.479537e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54135 members 
Mstep: Class 2 contains 121889 members 
Entering Unmasked Estep 
Score: -24795336.000000 Penalty: 5990.874512
	Iteration 185Q: 3 clusters Score -2.479534e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53914 members 
Mstep: Class 2 contains 122110 members 
Entering Unmasked Estep 
Score: -24795356.000000 Penalty: 5990.874512
	Iteration 186Q: 3 clusters Score -2.479536e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53689 members 
Mstep: Class 2 contains 122335 members 
Entering Unmasked Estep 
Score: -24795352.000000 Penalty: 5990.874512
	Iteration 187Q: 3 clusters Score -2.479535e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53462 members 
Mstep: Class 2 contains 122562 members 
Entering Unmasked Estep 
Score: -24795324.000000 Penalty: 5990.874512
	Iteration 188Q: 3 clusters Score -2.479532e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53228 members 
Mstep: Class 2 contains 122796 members 
Entering Unmasked Estep 
Score: -24795316.000000 Penalty: 5990.874512
	Iteration 189Q: 3 clusters Score -2.479532e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52965 members 
Mstep: Class 2 contains 123059 members 
Entering Unmasked Estep 
Score: -24795310.000000 Penalty: 5990.874512
	Iteration 190Q: 3 clusters Score -2.479531e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52703 members 
Mstep: Class 2 contains 123321 members 
Entering Unmasked Estep 
Score: -24795360.000000 Penalty: 5990.874512
	Iteration 191Q: 3 clusters Score -2.479536e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52424 members 
Mstep: Class 2 contains 123600 members 
Entering Unmasked Estep 
Score: -24795382.000000 Penalty: 5990.874512
	Iteration 192Q: 3 clusters Score -2.479538e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52144 members 
Mstep: Class 2 contains 123880 members 
Entering Unmasked Estep 
Score: -24795374.000000 Penalty: 5990.874512
	Iteration 193Q: 3 clusters Score -2.479537e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51893 members 
Mstep: Class 2 contains 124131 members 
Entering Unmasked Estep 
Score: -24795380.000000 Penalty: 5990.874512
	Iteration 194Q: 3 clusters Score -2.479538e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51620 members 
Mstep: Class 2 contains 124404 members 
Entering Unmasked Estep 
Score: -24795334.000000 Penalty: 5990.874512
	Iteration 195Q: 3 clusters Score -2.479533e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51357 members 
Mstep: Class 2 contains 124667 members 
Entering Unmasked Estep 
Score: -24795372.000000 Penalty: 5990.874512
	Iteration 196Q: 3 clusters Score -2.479537e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51081 members 
Mstep: Class 2 contains 124943 members 
Entering Unmasked Estep 
Score: -24795406.000000 Penalty: 5990.874512
	Iteration 197Q: 3 clusters Score -2.479541e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50826 members 
Mstep: Class 2 contains 125198 members 
Entering Unmasked Estep 
Score: -24795430.000000 Penalty: 5990.874512
	Iteration 198Q: 3 clusters Score -2.479543e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50569 members 
Mstep: Class 2 contains 125455 members 
Entering Unmasked Estep 
Score: -24795390.000000 Penalty: 5990.874512
	Iteration 199Q: 3 clusters Score -2.479539e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50338 members 
Mstep: Class 2 contains 125686 members 
Entering Unmasked Estep 
Score: -24795366.000000 Penalty: 5990.874512
	Iteration 200F: 3 clusters Score -2.479537e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 125929 members 
Entering Unmasked Estep 
Score: -24795384.000000 Penalty: 5990.874512
	Iteration 201Q: 3 clusters Score -2.479538e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49851 members 
Mstep: Class 2 contains 126173 members 
Entering Unmasked Estep 
Score: -24795374.000000 Penalty: 5990.874512
	Iteration 202Q: 3 clusters Score -2.479537e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49596 members 
Mstep: Class 2 contains 126428 members 
Entering Unmasked Estep 
Score: -24795344.000000 Penalty: 5990.874512
	Iteration 203Q: 3 clusters Score -2.479534e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49324 members 
Mstep: Class 2 contains 126700 members 
Entering Unmasked Estep 
Score: -24795322.000000 Penalty: 5990.874512
	Iteration 204Q: 3 clusters Score -2.479532e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49041 members 
Mstep: Class 2 contains 126983 members 
Entering Unmasked Estep 
Score: -24795338.000000 Penalty: 5990.874512
	Iteration 205Q: 3 clusters Score -2.479534e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48770 members 
Mstep: Class 2 contains 127254 members 
Entering Unmasked Estep 
Score: -24795330.000000 Penalty: 5990.874512
	Iteration 206Q: 3 clusters Score -2.479533e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48502 members 
Mstep: Class 2 contains 127522 members 
Entering Unmasked Estep 
Score: -24795282.000000 Penalty: 5990.874512
	Iteration 207Q: 3 clusters Score -2.479528e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48252 members 
Mstep: Class 2 contains 127772 members 
Entering Unmasked Estep 
Score: -24795308.000000 Penalty: 5990.874512
	Iteration 208Q: 3 clusters Score -2.479531e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47994 members 
Mstep: Class 2 contains 128030 members 
Entering Unmasked Estep 
Score: -24795226.000000 Penalty: 5990.874512
	Iteration 209Q: 3 clusters Score -2.479523e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47759 members 
Mstep: Class 2 contains 128265 members 
Entering Unmasked Estep 
Score: -24795204.000000 Penalty: 5990.874512
	Iteration 210Q: 3 clusters Score -2.47952e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47504 members 
Mstep: Class 2 contains 128520 members 
Entering Unmasked Estep 
Score: -24795190.000000 Penalty: 5990.874512
	Iteration 211Q: 3 clusters Score -2.479519e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47243 members 
Mstep: Class 2 contains 128781 members 
Entering Unmasked Estep 
Score: -24795222.000000 Penalty: 5990.874512
	Iteration 212Q: 3 clusters Score -2.479522e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46981 members 
Mstep: Class 2 contains 129043 members 
Entering Unmasked Estep 
Score: -24795236.000000 Penalty: 5990.874512
	Iteration 213Q: 3 clusters Score -2.479524e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46720 members 
Mstep: Class 2 contains 129304 members 
Entering Unmasked Estep 
Score: -24795240.000000 Penalty: 5990.874512
	Iteration 214Q: 3 clusters Score -2.479524e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46452 members 
Mstep: Class 2 contains 129572 members 
Entering Unmasked Estep 
Score: -24795282.000000 Penalty: 5990.874512
	Iteration 215Q: 3 clusters Score -2.479528e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46174 members 
Mstep: Class 2 contains 129850 members 
Entering Unmasked Estep 
Score: -24795324.000000 Penalty: 5990.874512
	Iteration 216Q: 3 clusters Score -2.479532e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45886 members 
Mstep: Class 2 contains 130138 members 
Entering Unmasked Estep 
Score: -24795420.000000 Penalty: 5990.874512
	Iteration 217Q: 3 clusters Score -2.479542e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45607 members 
Mstep: Class 2 contains 130417 members 
Entering Unmasked Estep 
Score: -24795370.000000 Penalty: 5990.874512
	Iteration 218Q: 3 clusters Score -2.479537e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45318 members 
Mstep: Class 2 contains 130706 members 
Entering Unmasked Estep 
Score: -24795384.000000 Penalty: 5990.874512
	Iteration 219Q: 3 clusters Score -2.479538e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45015 members 
Mstep: Class 2 contains 131009 members 
Entering Unmasked Estep 
Score: -24795394.000000 Penalty: 5990.874512
	Iteration 220F: 3 clusters Score -2.479539e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44748 members 
Mstep: Class 2 contains 131276 members 
Entering Unmasked Estep 
Score: -24795440.000000 Penalty: 5990.874512
	Iteration 221Q: 3 clusters Score -2.479544e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44463 members 
Mstep: Class 2 contains 131561 members 
Entering Unmasked Estep 
Score: -24795416.000000 Penalty: 5990.874512
	Iteration 222Q: 3 clusters Score -2.479542e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44183 members 
Mstep: Class 2 contains 131841 members 
Entering Unmasked Estep 
Score: -24795402.000000 Penalty: 5990.874512
	Iteration 223Q: 3 clusters Score -2.47954e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 132096 members 
Entering Unmasked Estep 
Score: -24795396.000000 Penalty: 5990.874512
	Iteration 224Q: 3 clusters Score -2.47954e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 132349 members 
Entering Unmasked Estep 
Score: -24795430.000000 Penalty: 5990.874512
	Iteration 225Q: 3 clusters Score -2.479543e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43412 members 
Mstep: Class 2 contains 132612 members 
Entering Unmasked Estep 
Score: -24795478.000000 Penalty: 5990.874512
	Iteration 226Q: 3 clusters Score -2.479548e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 132873 members 
Entering Unmasked Estep 
Score: -24795434.000000 Penalty: 5990.874512
	Iteration 227Q: 3 clusters Score -2.479543e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 133184 members 
Entering Unmasked Estep 
Score: -24795394.000000 Penalty: 5990.874512
	Iteration 228Q: 3 clusters Score -2.479539e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42492 members 
Mstep: Class 2 contains 133532 members 
Entering Unmasked Estep 
Score: -24795400.000000 Penalty: 5990.874512
	Iteration 229Q: 3 clusters Score -2.47954e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 133887 members 
Entering Unmasked Estep 
Score: -24795396.000000 Penalty: 5990.874512
	Iteration 230Q: 3 clusters Score -2.47954e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41765 members 
Mstep: Class 2 contains 134259 members 
Entering Unmasked Estep 
Score: -24795462.000000 Penalty: 5990.874512
	Iteration 231Q: 3 clusters Score -2.479546e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Mstep: Class 2 contains 134638 members 
Entering Unmasked Estep 
Score: -24795536.000000 Penalty: 5990.874512
	Iteration 232Q: 3 clusters Score -2.479554e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40977 members 
Mstep: Class 2 contains 135047 members 
Entering Unmasked Estep 
Score: -24795534.000000 Penalty: 5990.874512
	Iteration 233Q: 3 clusters Score -2.479553e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 135453 members 
Entering Unmasked Estep 
Score: -24795616.000000 Penalty: 5990.874512
	Iteration 234Q: 3 clusters Score -2.479562e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 135807 members 
Entering Unmasked Estep 
Score: -24795616.000000 Penalty: 5990.874512
	Iteration 235Q: 3 clusters Score -2.479562e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 136192 members 
Entering Unmasked Estep 
Score: -24795648.000000 Penalty: 5990.874512
	Iteration 236Q: 3 clusters Score -2.479565e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 136601 members 
Entering Unmasked Estep 
Score: -24795698.000000 Penalty: 5990.874512
	Iteration 237Q: 3 clusters Score -2.47957e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 136995 members 
Entering Unmasked Estep 
Score: -24795660.000000 Penalty: 5990.874512
	Iteration 238Q: 3 clusters Score -2.479566e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38619 members 
Mstep: Class 2 contains 137405 members 
Entering Unmasked Estep 
Score: -24795646.000000 Penalty: 5990.874512
	Iteration 239Q: 3 clusters Score -2.479565e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 137857 members 
Entering Unmasked Estep 
Score: -24795740.000000 Penalty: 5990.874512
	Iteration 240F: 3 clusters Score -2.479574e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 138322 members 
Entering Unmasked Estep 
Score: -24795736.000000 Penalty: 5990.874512
	Iteration 241Q: 3 clusters Score -2.479574e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 138779 members 
Entering Unmasked Estep 
Score: -24795864.000000 Penalty: 5990.874512
	Iteration 242Q: 3 clusters Score -2.479586e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 139239 members 
Entering Unmasked Estep 
Score: -24795896.000000 Penalty: 5990.874512
	Iteration 243Q: 3 clusters Score -2.47959e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 139702 members 
Entering Unmasked Estep 
Score: -24795884.000000 Penalty: 5990.874512
	Iteration 244Q: 3 clusters Score -2.479588e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35845 members 
Mstep: Class 2 contains 140179 members 
Entering Unmasked Estep 
Score: -24795892.000000 Penalty: 5990.874512
	Iteration 245Q: 3 clusters Score -2.479589e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 140662 members 
Entering Unmasked Estep 
Score: -24795868.000000 Penalty: 5990.874512
	Iteration 246Q: 3 clusters Score -2.479587e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 141133 members 
Entering Unmasked Estep 
Score: -24795930.000000 Penalty: 5990.874512
	Iteration 247Q: 3 clusters Score -2.479593e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 141576 members 
Entering Unmasked Estep 
Score: -24795950.000000 Penalty: 5990.874512
	Iteration 248Q: 3 clusters Score -2.479595e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 142006 members 
Entering Unmasked Estep 
Score: -24796012.000000 Penalty: 5990.874512
	Iteration 249Q: 3 clusters Score -2.479601e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 142439 members 
Entering Unmasked Estep 
Score: -24796068.000000 Penalty: 5990.874512
	Iteration 250Q: 3 clusters Score -2.479607e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 142866 members 
Entering Unmasked Estep 
Score: -24796130.000000 Penalty: 5990.874512
	Iteration 251Q: 3 clusters Score -2.479613e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 143277 members 
Entering Unmasked Estep 
Score: -24796166.000000 Penalty: 5990.874512
	Iteration 252Q: 3 clusters Score -2.479617e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32282 members 
Mstep: Class 2 contains 143742 members 
Entering Unmasked Estep 
Score: -24796222.000000 Penalty: 5990.874512
	Iteration 253Q: 3 clusters Score -2.479622e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 144234 members 
Entering Unmasked Estep 
Score: -24796272.000000 Penalty: 5990.874512
	Iteration 254Q: 3 clusters Score -2.479627e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 144709 members 
Entering Unmasked Estep 
Score: -24796378.000000 Penalty: 5990.874512
	Iteration 255Q: 3 clusters Score -2.479638e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 145208 members 
Entering Unmasked Estep 
Score: -24796480.000000 Penalty: 5990.874512
	Iteration 256Q: 3 clusters Score -2.479648e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 145731 members 
Entering Unmasked Estep 
Score: -24796610.000000 Penalty: 5990.874512
	Iteration 257Q: 3 clusters Score -2.479661e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 146275 members 
Entering Unmasked Estep 
Score: -24796638.000000 Penalty: 5990.874512
	Iteration 258Q: 3 clusters Score -2.479664e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 146871 members 
Entering Unmasked Estep 
Score: -24796672.000000 Penalty: 5990.874512
	Iteration 259Q: 3 clusters Score -2.479667e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 147506 members 
Entering Unmasked Estep 
Score: -24796826.000000 Penalty: 5990.874512
	Iteration 260F: 3 clusters Score -2.479683e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 148160 members 
Entering Unmasked Estep 
Score: -24797006.000000 Penalty: 5990.874512
	Iteration 261Q: 3 clusters Score -2.479701e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 148834 members 
Entering Unmasked Estep 
Score: -24797164.000000 Penalty: 5990.874512
	Iteration 262Q: 3 clusters Score -2.479716e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 149521 members 
Entering Unmasked Estep 
Score: -24797296.000000 Penalty: 5990.874512
	Iteration 263Q: 3 clusters Score -2.47973e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 150220 members 
Entering Unmasked Estep 
Score: -24797464.000000 Penalty: 5990.874512
	Iteration 264Q: 3 clusters Score -2.479746e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 150947 members 
Entering Unmasked Estep 
Score: -24797594.000000 Penalty: 5990.874512
	Iteration 265Q: 3 clusters Score -2.479759e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 151670 members 
Entering Unmasked Estep 
Score: -24798042.000000 Penalty: 5990.874512
	Iteration 266Q: 3 clusters Score -2.479804e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 152454 members 
Entering Unmasked Estep 
Score: -24798540.000000 Penalty: 5990.874512
	Iteration 267Q: 3 clusters Score -2.479854e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 153317 members 
Entering Unmasked Estep 
Score: -24799056.000000 Penalty: 5990.874512
	Iteration 268Q: 3 clusters Score -2.479906e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 154242 members 
Entering Unmasked Estep 
Score: -24799636.000000 Penalty: 5990.874512
	Iteration 269Q: 3 clusters Score -2.479964e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 155216 members 
Entering Unmasked Estep 
Score: -24800362.000000 Penalty: 5990.874512
	Iteration 270Q: 3 clusters Score -2.480036e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 156289 members 
Entering Unmasked Estep 
Score: -24801278.000000 Penalty: 5990.874512
	Iteration 271Q: 3 clusters Score -2.480128e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 157434 members 
Entering Unmasked Estep 
Score: -24802154.000000 Penalty: 5990.874512
	Iteration 272Q: 3 clusters Score -2.480215e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 158641 members 
Entering Unmasked Estep 
Score: -24803022.000000 Penalty: 5990.874512
	Iteration 273Q: 3 clusters Score -2.480302e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 159954 members 
Entering Unmasked Estep 
Score: -24803784.000000 Penalty: 5990.874512
	Iteration 274Q: 3 clusters Score -2.480378e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 161324 members 
Entering Unmasked Estep 
Score: -24804350.000000 Penalty: 5990.874512
	Iteration 275Q: 3 clusters Score -2.480435e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 162710 members 
Entering Unmasked Estep 
Score: -24805020.000000 Penalty: 5990.874512
	Iteration 276Q: 3 clusters Score -2.480502e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 164107 members 
Entering Unmasked Estep 
Score: -24805720.000000 Penalty: 5990.874512
	Iteration 277Q: 3 clusters Score -2.480572e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 165458 members 
Entering Unmasked Estep 
Score: -24806210.000000 Penalty: 5990.874512
	Iteration 278Q: 3 clusters Score -2.480621e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 166786 members 
Entering Unmasked Estep 
Score: -24806514.000000 Penalty: 5990.874512
	Iteration 279Q: 3 clusters Score -2.480651e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 168064 members 
Entering Unmasked Estep 
Score: -24806824.000000 Penalty: 5990.874512
	Iteration 280F: 3 clusters Score -2.480682e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 169248 members 
Entering Unmasked Estep 
Score: -24806984.000000 Penalty: 5990.874512
	Iteration 281Q: 3 clusters Score -2.480698e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 170278 members 
Entering Unmasked Estep 
Score: -24807204.000000 Penalty: 5990.874512
	Iteration 282Q: 3 clusters Score -2.48072e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 171184 members 
Entering Unmasked Estep 
Score: -24807182.000000 Penalty: 5990.874512
	Iteration 283Q: 3 clusters Score -2.480718e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 171944 members 
Entering Unmasked Estep 
Score: -24807166.000000 Penalty: 5990.874512
	Iteration 284Q: 3 clusters Score -2.480717e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 172560 members 
Entering Unmasked Estep 
Score: -24807076.000000 Penalty: 5990.874512
	Iteration 285Q: 3 clusters Score -2.480708e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 173057 members 
Entering Unmasked Estep 
Score: -24807078.000000 Penalty: 5990.874512
	Iteration 286Q: 3 clusters Score -2.480708e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 173443 members 
Entering Unmasked Estep 
Score: -24807028.000000 Penalty: 5990.874512
	Iteration 287Q: 3 clusters Score -2.480703e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 173741 members 
Entering Unmasked Estep 
Score: -24807032.000000 Penalty: 5990.874512
	Iteration 288Q: 3 clusters Score -2.480703e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 173983 members 
Entering Unmasked Estep 
Score: -24806978.000000 Penalty: 5990.874512
	Iteration 289Q: 3 clusters Score -2.480698e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 174147 members 
Entering Unmasked Estep 
Score: -24806908.000000 Penalty: 5990.874512
	Iteration 290Q: 3 clusters Score -2.480691e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 174285 members 
Entering Unmasked Estep 
Score: -24806812.000000 Penalty: 5990.874512
	Iteration 291Q: 3 clusters Score -2.480681e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 174408 members 
Entering Unmasked Estep 
Score: -24806796.000000 Penalty: 5990.874512
	Iteration 292Q: 3 clusters Score -2.48068e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 174501 members 
Entering Unmasked Estep 
Score: -24806816.000000 Penalty: 5990.874512
	Iteration 293Q: 3 clusters Score -2.480682e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 174564 members 
Entering Unmasked Estep 
Score: -24806784.000000 Penalty: 5990.874512
	Iteration 294Q: 3 clusters Score -2.480678e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 174615 members 
Entering Unmasked Estep 
Score: -24806758.000000 Penalty: 5990.874512
	Iteration 295Q: 3 clusters Score -2.480676e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 174659 members 
Entering Unmasked Estep 
Score: -24806744.000000 Penalty: 5990.874512
	Iteration 296Q: 3 clusters Score -2.480674e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 174694 members 
Entering Unmasked Estep 
Score: -24806762.000000 Penalty: 5990.874512
	Iteration 297Q: 3 clusters Score -2.480676e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 174719 members 
Entering Unmasked Estep 
Score: -24806748.000000 Penalty: 5990.874512
	Iteration 298Q: 3 clusters Score -2.480675e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 174740 members 
Entering Unmasked Estep 
Score: -24806742.000000 Penalty: 5990.874512
	Iteration 299Q: 3 clusters Score -2.480674e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 174760 members 
Entering Unmasked Estep 
Score: -24806734.000000 Penalty: 5990.874512
	Iteration 300F: 3 clusters Score -2.480673e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 174782 members 
Entering Unmasked Estep 
Score: -24806720.000000 Penalty: 5990.874512
	Iteration 301Q: 3 clusters Score -2.480672e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 174794 members 
Entering Unmasked Estep 
Score: -24806726.000000 Penalty: 5990.874512
	Iteration 302Q: 3 clusters Score -2.480673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 174798 members 
Entering Unmasked Estep 
Score: -24806732.000000 Penalty: 5990.874512
	Iteration 303Q: 3 clusters Score -2.480673e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 174803 members 
Entering Unmasked Estep 
Score: -24806716.000000 Penalty: 5990.874512
	Iteration 304Q: 3 clusters Score -2.480672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 174808 members 
Entering Unmasked Estep 
Score: -24806716.000000 Penalty: 5990.874512
	Iteration 305Q: 3 clusters Score -2.480672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 174811 members 
Entering Unmasked Estep 
Score: -24806722.000000 Penalty: 5990.874512
	Iteration 306Q: 3 clusters Score -2.480672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 174814 members 
Entering Unmasked Estep 
Score: -24806726.000000 Penalty: 5990.874512
	Iteration 307Q: 3 clusters Score -2.480673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 174818 members 
Entering Unmasked Estep 
Score: -24806726.000000 Penalty: 5990.874512
	Iteration 308Q: 3 clusters Score -2.480673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 174824 members 
Entering Unmasked Estep 
Score: -24806734.000000 Penalty: 5990.874512
	Iteration 309Q: 3 clusters Score -2.480673e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 174830 members 
Entering Unmasked Estep 
Score: -24806730.000000 Penalty: 5990.874512
	Iteration 310Q: 3 clusters Score -2.480673e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 174837 members 
Entering Unmasked Estep 
Score: -24806736.000000 Penalty: 5990.874512
	Iteration 311Q: 3 clusters Score -2.480674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 174838 members 
Entering Unmasked Estep 
Score: -24806762.000000 Penalty: 5990.874512
	Iteration 312Q: 3 clusters Score -2.480676e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 174845 members 
Entering Unmasked Estep 
Score: -24806754.000000 Penalty: 5990.874512
	Iteration 313Q: 3 clusters Score -2.480675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 174848 members 
Entering Unmasked Estep 
Score: -24806752.000000 Penalty: 5990.874512
	Iteration 314Q: 3 clusters Score -2.480675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 174851 members 
Entering Unmasked Estep 
Score: -24806746.000000 Penalty: 5990.874512
	Iteration 315Q: 3 clusters Score -2.480675e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 174855 members 
Entering Unmasked Estep 
Score: -24806754.000000 Penalty: 5990.874512
	Iteration 316Q: 3 clusters Score -2.480675e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 174857 members 
Entering Unmasked Estep 
Score: -24806734.000000 Penalty: 5990.874512
	Iteration 317Q: 3 clusters Score -2.480673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 174861 members 
Entering Unmasked Estep 
Score: -24806726.000000 Penalty: 5990.874512
	Iteration 318Q: 3 clusters Score -2.480673e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 174866 members 
Entering Unmasked Estep 
Score: -24806728.000000 Penalty: 5990.874512
	Iteration 319Q: 3 clusters Score -2.480673e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 174871 members 
Entering Unmasked Estep 
Score: -24806728.000000 Penalty: 5990.874512
	Iteration 320F: 3 clusters Score -2.480673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 174873 members 
Entering Unmasked Estep 
Score: -24806718.000000 Penalty: 5990.874512
	Iteration 321Q: 3 clusters Score -2.480672e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 174877 members 
Entering Unmasked Estep 
Score: -24806710.000000 Penalty: 5990.874512
	Iteration 322Q: 3 clusters Score -2.480671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 174882 members 
Entering Unmasked Estep 
Score: -24806736.000000 Penalty: 5990.874512
	Iteration 323Q: 3 clusters Score -2.480674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 174886 members 
Entering Unmasked Estep 
Score: -24806730.000000 Penalty: 5990.874512
	Iteration 324Q: 3 clusters Score -2.480673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 174892 members 
Entering Unmasked Estep 
Score: -24806714.000000 Penalty: 5990.874512
	Iteration 325Q: 3 clusters Score -2.480671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 174897 members 
Entering Unmasked Estep 
Score: -24806708.000000 Penalty: 5990.874512
	Iteration 326Q: 3 clusters Score -2.480671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 174901 members 
Entering Unmasked Estep 
Score: -24806704.000000 Penalty: 5990.874512
	Iteration 327Q: 3 clusters Score -2.48067e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 174907 members 
Entering Unmasked Estep 
Score: -24806684.000000 Penalty: 5990.874512
	Iteration 328Q: 3 clusters Score -2.480668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 174912 members 
Entering Unmasked Estep 
Score: -24806694.000000 Penalty: 5990.874512
	Iteration 329Q: 3 clusters Score -2.480669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 174918 members 
Entering Unmasked Estep 
Score: -24806714.000000 Penalty: 5990.874512
	Iteration 330Q: 3 clusters Score -2.480671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 174920 members 
Entering Unmasked Estep 
Score: -24806712.000000 Penalty: 5990.874512
	Iteration 331Q: 3 clusters Score -2.480671e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 174920 members 
Entering Unmasked Estep 
Score: -24806712.000000 Penalty: 5990.874512
	Iteration 332F: 3 clusters Score -2.480671e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Entering Unmasked Estep 
Score: -1764294.375000 Penalty: 2337.131836
	Iteration 0F: 2 clusters Score -1764294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1755145.500000 Penalty: 4674.263672
	Iteration 0F: 3 clusters Score -1755146 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1758051.125000 Penalty: 4674.263672
	Iteration 1F: 3 clusters Score -1758051 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1758429.125000 Penalty: 4674.263672
	Iteration 2F: 3 clusters Score -1758429 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1758728.750000 Penalty: 4674.263672
	Iteration 3F: 3 clusters Score -1758729 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1758970.375000 Penalty: 4674.263672
	Iteration 4Q: 3 clusters Score -1758970 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1759209.125000 Penalty: 4674.263672
	Iteration 5Q: 3 clusters Score -1759209 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1759449.125000 Penalty: 4674.263672
	Iteration 6Q: 3 clusters Score -1759449 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1759713.375000 Penalty: 4674.263672
	Iteration 7Q: 3 clusters Score -1759713 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1760009.875000 Penalty: 4674.263672
	Iteration 8Q: 3 clusters Score -1760010 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1760324.750000 Penalty: 4674.263672
	Iteration 9Q: 3 clusters Score -1760325 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1760623.625000 Penalty: 4674.263672
	Iteration 10Q: 3 clusters Score -1760624 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1760857.125000 Penalty: 4674.263672
	Iteration 11Q: 3 clusters Score -1760857 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1760999.375000 Penalty: 4674.263672
	Iteration 12Q: 3 clusters Score -1760999 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1761090.500000 Penalty: 4674.263672
	Iteration 13Q: 3 clusters Score -1761090 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1761140.000000 Penalty: 4674.263672
	Iteration 14Q: 3 clusters Score -1761140 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1761179.500000 Penalty: 4674.263672
	Iteration 15Q: 3 clusters Score -1761180 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1761224.875000 Penalty: 4674.263672
	Iteration 16Q: 3 clusters Score -1761225 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1761258.500000 Penalty: 4674.263672
	Iteration 17Q: 3 clusters Score -1761258 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1761288.500000 Penalty: 4674.263672
	Iteration 18Q: 3 clusters Score -1761288 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1761315.375000 Penalty: 4674.263672
	Iteration 19Q: 3 clusters Score -1761315 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1761348.250000 Penalty: 4674.263672
	Iteration 20F: 3 clusters Score -1761348 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1761372.125000 Penalty: 4674.263672
	Iteration 21Q: 3 clusters Score -1761372 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1761399.875000 Penalty: 4674.263672
	Iteration 22Q: 3 clusters Score -1761400 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1761423.625000 Penalty: 4674.263672
	Iteration 23Q: 3 clusters Score -1761424 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1761442.750000 Penalty: 4674.263672
	Iteration 24Q: 3 clusters Score -1761443 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1761467.000000 Penalty: 4674.263672
	Iteration 25Q: 3 clusters Score -1761467 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1761488.250000 Penalty: 4674.263672
	Iteration 26Q: 3 clusters Score -1761488 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1761517.625000 Penalty: 4674.263672
	Iteration 27Q: 3 clusters Score -1761518 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1761543.500000 Penalty: 4674.263672
	Iteration 28Q: 3 clusters Score -1761544 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1761569.250000 Penalty: 4674.263672
	Iteration 29Q: 3 clusters Score -1761569 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1761595.875000 Penalty: 4674.263672
	Iteration 30Q: 3 clusters Score -1761596 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1761615.375000 Penalty: 4674.263672
	Iteration 31Q: 3 clusters Score -1761615 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1761634.125000 Penalty: 4674.263672
	Iteration 32Q: 3 clusters Score -1761634 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1761656.500000 Penalty: 4674.263672
	Iteration 33Q: 3 clusters Score -1761656 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1761682.500000 Penalty: 4674.263672
	Iteration 34Q: 3 clusters Score -1761682 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1761705.125000 Penalty: 4674.263672
	Iteration 35Q: 3 clusters Score -1761705 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1761725.125000 Penalty: 4674.263672
	Iteration 36Q: 3 clusters Score -1761725 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1761738.250000 Penalty: 4674.263672
	Iteration 37Q: 3 clusters Score -1761738 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1761754.625000 Penalty: 4674.263672
	Iteration 38Q: 3 clusters Score -1761755 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1761768.000000 Penalty: 4674.263672
	Iteration 39Q: 3 clusters Score -1761768 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1761778.625000 Penalty: 4674.263672
	Iteration 40F: 3 clusters Score -1761779 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1761792.625000 Penalty: 4674.263672
	Iteration 41Q: 3 clusters Score -1761793 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1761805.875000 Penalty: 4674.263672
	Iteration 42Q: 3 clusters Score -1761806 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1761811.000000 Penalty: 4674.263672
	Iteration 43Q: 3 clusters Score -1761811 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1761810.750000 Penalty: 4674.263672
	Iteration 44Q: 3 clusters Score -1761811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1761820.250000 Penalty: 4674.263672
	Iteration 45Q: 3 clusters Score -1761820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1761823.500000 Penalty: 4674.263672
	Iteration 46Q: 3 clusters Score -1761824 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1761827.000000 Penalty: 4674.263672
	Iteration 47Q: 3 clusters Score -1761827 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1761830.875000 Penalty: 4674.263672
	Iteration 48Q: 3 clusters Score -1761831 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1761833.625000 Penalty: 4674.263672
	Iteration 49Q: 3 clusters Score -1761834 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1761840.250000 Penalty: 4674.263672
	Iteration 50Q: 3 clusters Score -1761840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1761846.375000 Penalty: 4674.263672
	Iteration 51Q: 3 clusters Score -1761846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1761853.875000 Penalty: 4674.263672
	Iteration 52Q: 3 clusters Score -1761854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1761859.625000 Penalty: 4674.263672
	Iteration 53Q: 3 clusters Score -1761860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1761859.375000 Penalty: 4674.263672
	Iteration 54Q: 3 clusters Score -1761859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1761863.750000 Penalty: 4674.263672
	Iteration 55Q: 3 clusters Score -1761864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1761867.750000 Penalty: 4674.263672
	Iteration 56Q: 3 clusters Score -1761868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1761876.625000 Penalty: 4674.263672
	Iteration 57Q: 3 clusters Score -1761877 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1761879.750000 Penalty: 4674.263672
	Iteration 58Q: 3 clusters Score -1761880 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1761891.750000 Penalty: 4674.263672
	Iteration 59Q: 3 clusters Score -1761892 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1761901.875000 Penalty: 4674.263672
	Iteration 60F: 3 clusters Score -1761902 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1761900.750000 Penalty: 4674.263672
	Iteration 61Q: 3 clusters Score -1761901 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1761911.625000 Penalty: 4674.263672
	Iteration 62Q: 3 clusters Score -1761912 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1761920.000000 Penalty: 4674.263672
	Iteration 63Q: 3 clusters Score -1761920 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1761929.125000 Penalty: 4674.263672
	Iteration 64Q: 3 clusters Score -1761929 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1761939.750000 Penalty: 4674.263672
	Iteration 65Q: 3 clusters Score -1761940 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1761942.750000 Penalty: 4674.263672
	Iteration 66Q: 3 clusters Score -1761943 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1761947.750000 Penalty: 4674.263672
	Iteration 67Q: 3 clusters Score -1761948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1761951.500000 Penalty: 4674.263672
	Iteration 68Q: 3 clusters Score -1761952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1761953.375000 Penalty: 4674.263672
	Iteration 69Q: 3 clusters Score -1761953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1761955.000000 Penalty: 4674.263672
	Iteration 70Q: 3 clusters Score -1761955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1761956.000000 Penalty: 4674.263672
	Iteration 71Q: 3 clusters Score -1761956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1761958.750000 Penalty: 4674.263672
	Iteration 72Q: 3 clusters Score -1761959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1761959.375000 Penalty: 4674.263672
	Iteration 73Q: 3 clusters Score -1761959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1761960.625000 Penalty: 4674.263672
	Iteration 74Q: 3 clusters Score -1761961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1761963.875000 Penalty: 4674.263672
	Iteration 75Q: 3 clusters Score -1761964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1761967.000000 Penalty: 4674.263672
	Iteration 76Q: 3 clusters Score -1761967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1761969.250000 Penalty: 4674.263672
	Iteration 77Q: 3 clusters Score -1761969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1761974.625000 Penalty: 4674.263672
	Iteration 78Q: 3 clusters Score -1761975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1761972.875000 Penalty: 4674.263672
	Iteration 79Q: 3 clusters Score -1761973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1761975.125000 Penalty: 4674.263672
	Iteration 80F: 3 clusters Score -1761975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1761975.500000 Penalty: 4674.263672
	Iteration 81Q: 3 clusters Score -1761976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1761975.875000 Penalty: 4674.263672
	Iteration 82Q: 3 clusters Score -1761976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1761986.250000 Penalty: 4674.263672
	Iteration 83Q: 3 clusters Score -1761986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1761988.750000 Penalty: 4674.263672
	Iteration 84Q: 3 clusters Score -1761989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1761988.000000 Penalty: 4674.263672
	Iteration 85Q: 3 clusters Score -1761988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1761988.000000 Penalty: 4674.263672
	Iteration 86Q: 3 clusters Score -1761988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1761995.375000 Penalty: 4674.263672
	Iteration 87Q: 3 clusters Score -1761995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1761997.125000 Penalty: 4674.263672
	Iteration 88Q: 3 clusters Score -1761997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1761993.625000 Penalty: 4674.263672
	Iteration 89Q: 3 clusters Score -1761994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1761997.250000 Penalty: 4674.263672
	Iteration 90Q: 3 clusters Score -1761997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1761997.500000 Penalty: 4674.263672
	Iteration 91Q: 3 clusters Score -1761998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1762002.500000 Penalty: 4674.263672
	Iteration 92Q: 3 clusters Score -1762002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1762002.250000 Penalty: 4674.263672
	Iteration 93Q: 3 clusters Score -1762002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1762004.750000 Penalty: 4674.263672
	Iteration 94Q: 3 clusters Score -1762005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1762005.500000 Penalty: 4674.263672
	Iteration 95Q: 3 clusters Score -1762006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1762007.875000 Penalty: 4674.263672
	Iteration 96Q: 3 clusters Score -1762008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1762015.125000 Penalty: 4674.263672
	Iteration 97Q: 3 clusters Score -1762015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1762015.375000 Penalty: 4674.263672
	Iteration 98Q: 3 clusters Score -1762015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1762015.375000 Penalty: 4674.263672
	Iteration 99Q: 3 clusters Score -1762015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1762017.750000 Penalty: 4674.263672
	Iteration 100F: 3 clusters Score -1762018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1762016.625000 Penalty: 4674.263672
	Iteration 101Q: 3 clusters Score -1762017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1762025.125000 Penalty: 4674.263672
	Iteration 102Q: 3 clusters Score -1762025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1762029.125000 Penalty: 4674.263672
	Iteration 103Q: 3 clusters Score -1762029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1762027.625000 Penalty: 4674.263672
	Iteration 104Q: 3 clusters Score -1762028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1762031.125000 Penalty: 4674.263672
	Iteration 105Q: 3 clusters Score -1762031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1762032.375000 Penalty: 4674.263672
	Iteration 106Q: 3 clusters Score -1762032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1762040.125000 Penalty: 4674.263672
	Iteration 107Q: 3 clusters Score -1762040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1762046.750000 Penalty: 4674.263672
	Iteration 108Q: 3 clusters Score -1762047 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1762053.750000 Penalty: 4674.263672
	Iteration 109Q: 3 clusters Score -1762054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1762059.375000 Penalty: 4674.263672
	Iteration 110Q: 3 clusters Score -1762059 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1762064.875000 Penalty: 4674.263672
	Iteration 111Q: 3 clusters Score -1762065 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1762064.750000 Penalty: 4674.263672
	Iteration 112Q: 3 clusters Score -1762065 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1762068.875000 Penalty: 4674.263672
	Iteration 113Q: 3 clusters Score -1762069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1762072.250000 Penalty: 4674.263672
	Iteration 114Q: 3 clusters Score -1762072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1762076.625000 Penalty: 4674.263672
	Iteration 115Q: 3 clusters Score -1762077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1762078.875000 Penalty: 4674.263672
	Iteration 116Q: 3 clusters Score -1762079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1762084.500000 Penalty: 4674.263672
	Iteration 117Q: 3 clusters Score -1762084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1762088.375000 Penalty: 4674.263672
	Iteration 118Q: 3 clusters Score -1762088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1762093.000000 Penalty: 4674.263672
	Iteration 119Q: 3 clusters Score -1762093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1762095.375000 Penalty: 4674.263672
	Iteration 120F: 3 clusters Score -1762095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1762100.875000 Penalty: 4674.263672
	Iteration 121Q: 3 clusters Score -1762101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1762106.375000 Penalty: 4674.263672
	Iteration 122Q: 3 clusters Score -1762106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1762103.250000 Penalty: 4674.263672
	Iteration 123Q: 3 clusters Score -1762103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1762107.375000 Penalty: 4674.263672
	Iteration 124Q: 3 clusters Score -1762107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1762115.500000 Penalty: 4674.263672
	Iteration 125Q: 3 clusters Score -1762116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1762116.000000 Penalty: 4674.263672
	Iteration 126Q: 3 clusters Score -1762116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1762119.500000 Penalty: 4674.263672
	Iteration 127Q: 3 clusters Score -1762120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1762123.125000 Penalty: 4674.263672
	Iteration 128Q: 3 clusters Score -1762123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1762125.125000 Penalty: 4674.263672
	Iteration 129Q: 3 clusters Score -1762125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1762124.625000 Penalty: 4674.263672
	Iteration 130Q: 3 clusters Score -1762125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1762127.750000 Penalty: 4674.263672
	Iteration 131Q: 3 clusters Score -1762128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1762131.750000 Penalty: 4674.263672
	Iteration 132Q: 3 clusters Score -1762132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1762130.500000 Penalty: 4674.263672
	Iteration 133Q: 3 clusters Score -1762130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1762129.875000 Penalty: 4674.263672
	Iteration 134Q: 3 clusters Score -1762130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1762132.125000 Penalty: 4674.263672
	Iteration 135Q: 3 clusters Score -1762132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1762133.375000 Penalty: 4674.263672
	Iteration 136Q: 3 clusters Score -1762133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1762132.250000 Penalty: 4674.263672
	Iteration 137Q: 3 clusters Score -1762132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1762137.750000 Penalty: 4674.263672
	Iteration 138Q: 3 clusters Score -1762138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1762142.125000 Penalty: 4674.263672
	Iteration 139Q: 3 clusters Score -1762142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1762141.625000 Penalty: 4674.263672
	Iteration 140F: 3 clusters Score -1762142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1762141.125000 Penalty: 4674.263672
	Iteration 141Q: 3 clusters Score -1762141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1762141.750000 Penalty: 4674.263672
	Iteration 142Q: 3 clusters Score -1762142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1762142.125000 Penalty: 4674.263672
	Iteration 143Q: 3 clusters Score -1762142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1762142.125000 Penalty: 4674.263672
	Iteration 144F: 3 clusters Score -1762142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Entering Unmasked Estep 
Score: -2509935.500000 Penalty: 2426.774170
	Iteration 0F: 2 clusters Score -2509936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2497286.250000 Penalty: 4853.548340
	Iteration 0F: 3 clusters Score -2497286 nChanged 7793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -2501387.000000 Penalty: 4853.548340
	Iteration 1F: 3 clusters Score -2501387 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2501751.250000 Penalty: 4853.548340
	Iteration 2F: 3 clusters Score -2501751 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -2502072.000000 Penalty: 4853.548340
	Iteration 3Q: 3 clusters Score -2502072 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -2502385.750000 Penalty: 4853.548340
	Iteration 4Q: 3 clusters Score -2502386 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -2502716.750000 Penalty: 4853.548340
	Iteration 5Q: 3 clusters Score -2502717 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -2503069.250000 Penalty: 4853.548340
	Iteration 6Q: 3 clusters Score -2503069 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -2503532.000000 Penalty: 4853.548340
	Iteration 7Q: 3 clusters Score -2503532 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -2504154.000000 Penalty: 4853.548340
	Iteration 8F: 3 clusters Score -2504154 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -2504948.250000 Penalty: 4853.548340
	Iteration 9F: 3 clusters Score -2504948 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -2505789.250000 Penalty: 4853.548340
	Iteration 10F: 3 clusters Score -2505789 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2506493.750000 Penalty: 4853.548340
	Iteration 11Q: 3 clusters Score -2506494 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -2507029.250000 Penalty: 4853.548340
	Iteration 12Q: 3 clusters Score -2507029 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -2507323.750000 Penalty: 4853.548340
	Iteration 13Q: 3 clusters Score -2507324 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -2507514.250000 Penalty: 4853.548340
	Iteration 14Q: 3 clusters Score -2507514 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -2507613.250000 Penalty: 4853.548340
	Iteration 15Q: 3 clusters Score -2507613 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -2507674.000000 Penalty: 4853.548340
	Iteration 16Q: 3 clusters Score -2507674 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -2507716.750000 Penalty: 4853.548340
	Iteration 17Q: 3 clusters Score -2507717 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -2507763.000000 Penalty: 4853.548340
	Iteration 18Q: 3 clusters Score -2507763 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2507785.500000 Penalty: 4853.548340
	Iteration 19Q: 3 clusters Score -2507786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -2507798.000000 Penalty: 4853.548340
	Iteration 20F: 3 clusters Score -2507798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -2507812.500000 Penalty: 4853.548340
	Iteration 21Q: 3 clusters Score -2507812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -2507821.000000 Penalty: 4853.548340
	Iteration 22Q: 3 clusters Score -2507821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2507822.500000 Penalty: 4853.548340
	Iteration 23Q: 3 clusters Score -2507822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -2507830.750000 Penalty: 4853.548340
	Iteration 24Q: 3 clusters Score -2507831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -2507832.750000 Penalty: 4853.548340
	Iteration 25Q: 3 clusters Score -2507833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -2507832.750000 Penalty: 4853.548340
	Iteration 26F: 3 clusters Score -2507833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (29335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Entering Unmasked Estep 
Score: -4168368.250000 Penalty: 2551.061035
	Iteration 0F: 2 clusters Score -4168368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -4148417.000000 Penalty: 5102.122070
	Iteration 0F: 3 clusters Score -4148417 nChanged 13108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -4155411.500000 Penalty: 5102.122070
	Iteration 1F: 3 clusters Score -4155412 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -4155864.750000 Penalty: 5102.122070
	Iteration 2Q: 3 clusters Score -4155865 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -4156306.000000 Penalty: 5102.122070
	Iteration 3Q: 3 clusters Score -4156306 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -4156731.250000 Penalty: 5102.122070
	Iteration 4Q: 3 clusters Score -4156731 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -4157159.500000 Penalty: 5102.122070
	Iteration 5Q: 3 clusters Score -4157160 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -4157622.500000 Penalty: 5102.122070
	Iteration 6Q: 3 clusters Score -4157622 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -4158211.000000 Penalty: 5102.122070
	Iteration 7Q: 3 clusters Score -4158211 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -4158880.250000 Penalty: 5102.122070
	Iteration 8Q: 3 clusters Score -4158880 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -4159619.250000 Penalty: 5102.122070
	Iteration 9Q: 3 clusters Score -4159619 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -4160427.250000 Penalty: 5102.122070
	Iteration 10Q: 3 clusters Score -4160427 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -4161316.250000 Penalty: 5102.122070
	Iteration 11Q: 3 clusters Score -4161316 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -4162118.500000 Penalty: 5102.122070
	Iteration 12Q: 3 clusters Score -4162118 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -4162823.750000 Penalty: 5102.122070
	Iteration 13Q: 3 clusters Score -4162824 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -4163333.500000 Penalty: 5102.122070
	Iteration 14Q: 3 clusters Score -4163334 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -4163672.500000 Penalty: 5102.122070
	Iteration 15Q: 3 clusters Score -4163672 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -4163943.000000 Penalty: 5102.122070
	Iteration 16Q: 3 clusters Score -4163943 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -4164120.750000 Penalty: 5102.122070
	Iteration 17Q: 3 clusters Score -4164121 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -4164280.750000 Penalty: 5102.122070
	Iteration 18Q: 3 clusters Score -4164281 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -4164425.250000 Penalty: 5102.122070
	Iteration 19Q: 3 clusters Score -4164425 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -4164547.750000 Penalty: 5102.122070
	Iteration 20F: 3 clusters Score -4164548 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -4164660.000000 Penalty: 5102.122070
	Iteration 21Q: 3 clusters Score -4164660 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -4164789.000000 Penalty: 5102.122070
	Iteration 22Q: 3 clusters Score -4164789 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -4164923.750000 Penalty: 5102.122070
	Iteration 23Q: 3 clusters Score -4164924 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -4165023.250000 Penalty: 5102.122070
	Iteration 24Q: 3 clusters Score -4165023 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -4165131.500000 Penalty: 5102.122070
	Iteration 25Q: 3 clusters Score -4165132 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -4165213.750000 Penalty: 5102.122070
	Iteration 26Q: 3 clusters Score -4165214 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -4165292.750000 Penalty: 5102.122070
	Iteration 27Q: 3 clusters Score -4165293 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -4165385.000000 Penalty: 5102.122070
	Iteration 28Q: 3 clusters Score -4165385 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -4165466.750000 Penalty: 5102.122070
	Iteration 29Q: 3 clusters Score -4165467 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -4165516.250000 Penalty: 5102.122070
	Iteration 30Q: 3 clusters Score -4165516 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -4165590.250000 Penalty: 5102.122070
	Iteration 31Q: 3 clusters Score -4165590 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -4165640.000000 Penalty: 5102.122070
	Iteration 32Q: 3 clusters Score -4165640 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -4165717.500000 Penalty: 5102.122070
	Iteration 33Q: 3 clusters Score -4165718 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -4165794.500000 Penalty: 5102.122070
	Iteration 34Q: 3 clusters Score -4165794 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4165851.500000 Penalty: 5102.122070
	Iteration 35Q: 3 clusters Score -4165852 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4165892.000000 Penalty: 5102.122070
	Iteration 36Q: 3 clusters Score -4165892 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -4165929.500000 Penalty: 5102.122070
	Iteration 37Q: 3 clusters Score -4165930 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4165954.500000 Penalty: 5102.122070
	Iteration 38Q: 3 clusters Score -4165954 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -4165976.250000 Penalty: 5102.122070
	Iteration 39Q: 3 clusters Score -4165976 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -4166001.750000 Penalty: 5102.122070
	Iteration 40F: 3 clusters Score -4166002 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4166019.000000 Penalty: 5102.122070
	Iteration 41Q: 3 clusters Score -4166019 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -4166036.000000 Penalty: 5102.122070
	Iteration 42Q: 3 clusters Score -4166036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4166046.250000 Penalty: 5102.122070
	Iteration 43Q: 3 clusters Score -4166046 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4166066.500000 Penalty: 5102.122070
	Iteration 44Q: 3 clusters Score -4166066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4166077.000000 Penalty: 5102.122070
	Iteration 45Q: 3 clusters Score -4166077 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4166079.250000 Penalty: 5102.122070
	Iteration 46Q: 3 clusters Score -4166079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4166084.500000 Penalty: 5102.122070
	Iteration 47Q: 3 clusters Score -4166084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4166085.750000 Penalty: 5102.122070
	Iteration 48Q: 3 clusters Score -4166086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4166095.750000 Penalty: 5102.122070
	Iteration 49Q: 3 clusters Score -4166096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4166103.750000 Penalty: 5102.122070
	Iteration 50Q: 3 clusters Score -4166104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4166120.000000 Penalty: 5102.122070
	Iteration 51Q: 3 clusters Score -4166120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4166129.750000 Penalty: 5102.122070
	Iteration 52Q: 3 clusters Score -4166130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4166140.000000 Penalty: 5102.122070
	Iteration 53Q: 3 clusters Score -4166140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4166153.000000 Penalty: 5102.122070
	Iteration 54Q: 3 clusters Score -4166153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -4166162.500000 Penalty: 5102.122070
	Iteration 55Q: 3 clusters Score -4166162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4166173.000000 Penalty: 5102.122070
	Iteration 56Q: 3 clusters Score -4166173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28500 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4166173.250000 Penalty: 5102.122070
	Iteration 57Q: 3 clusters Score -4166173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4166174.500000 Penalty: 5102.122070
	Iteration 58Q: 3 clusters Score -4166174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4166184.500000 Penalty: 5102.122070
	Iteration 59Q: 3 clusters Score -4166184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4166182.000000 Penalty: 5102.122070
	Iteration 60F: 3 clusters Score -4166182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4166186.750000 Penalty: 5102.122070
	Iteration 61Q: 3 clusters Score -4166187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4166185.000000 Penalty: 5102.122070
	Iteration 62Q: 3 clusters Score -4166185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4166177.500000 Penalty: 5102.122070
	Iteration 63Q: 3 clusters Score -4166178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4166183.500000 Penalty: 5102.122070
	Iteration 64Q: 3 clusters Score -4166184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4166183.500000 Penalty: 5102.122070
	Iteration 65F: 3 clusters Score -4166184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Entering Unmasked Estep 
Score: -542110.750000 Penalty: 2052.609131
	Iteration 0F: 2 clusters Score -542110.8 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 1945 members 
Entering Unmasked Estep 
Score: -538228.562500 Penalty: 4105.218262
	Iteration 0F: 3 clusters Score -538228.6 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -539046.500000 Penalty: 4105.218262
	Iteration 1F: 3 clusters Score -539046.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -539284.250000 Penalty: 4105.218262
	Iteration 2F: 3 clusters Score -539284.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -539437.500000 Penalty: 4105.218262
	Iteration 3F: 3 clusters Score -539437.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -539549.625000 Penalty: 4105.218262
	Iteration 4Q: 3 clusters Score -539549.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -539644.687500 Penalty: 4105.218262
	Iteration 5Q: 3 clusters Score -539644.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -539703.875000 Penalty: 4105.218262
	Iteration 6Q: 3 clusters Score -539703.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -539746.937500 Penalty: 4105.218262
	Iteration 7Q: 3 clusters Score -539746.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -539792.187500 Penalty: 4105.218262
	Iteration 8Q: 3 clusters Score -539792.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -539828.812500 Penalty: 4105.218262
	Iteration 9Q: 3 clusters Score -539828.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -539872.000000 Penalty: 4105.218262
	Iteration 10Q: 3 clusters Score -539872 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -539914.937500 Penalty: 4105.218262
	Iteration 11Q: 3 clusters Score -539914.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -539956.250000 Penalty: 4105.218262
	Iteration 12Q: 3 clusters Score -539956.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -539987.812500 Penalty: 4105.218262
	Iteration 13Q: 3 clusters Score -539987.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -540018.062500 Penalty: 4105.218262
	Iteration 14Q: 3 clusters Score -540018.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -540044.062500 Penalty: 4105.218262
	Iteration 15Q: 3 clusters Score -540044.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -540075.250000 Penalty: 4105.218262
	Iteration 16Q: 3 clusters Score -540075.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -540107.312500 Penalty: 4105.218262
	Iteration 17Q: 3 clusters Score -540107.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -540140.062500 Penalty: 4105.218262
	Iteration 18Q: 3 clusters Score -540140.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -540176.875000 Penalty: 4105.218262
	Iteration 19Q: 3 clusters Score -540176.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -540200.125000 Penalty: 4105.218262
	Iteration 20F: 3 clusters Score -540200.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -540230.312500 Penalty: 4105.218262
	Iteration 21Q: 3 clusters Score -540230.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -540266.375000 Penalty: 4105.218262
	Iteration 22Q: 3 clusters Score -540266.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -540306.750000 Penalty: 4105.218262
	Iteration 23Q: 3 clusters Score -540306.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -540357.437500 Penalty: 4105.218262
	Iteration 24Q: 3 clusters Score -540357.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -540412.000000 Penalty: 4105.218262
	Iteration 25Q: 3 clusters Score -540412 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -540462.937500 Penalty: 4105.218262
	Iteration 26Q: 3 clusters Score -540462.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -540515.562500 Penalty: 4105.218262
	Iteration 27Q: 3 clusters Score -540515.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -540567.437500 Penalty: 4105.218262
	Iteration 28Q: 3 clusters Score -540567.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -540607.937500 Penalty: 4105.218262
	Iteration 29Q: 3 clusters Score -540607.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -540641.625000 Penalty: 4105.218262
	Iteration 30Q: 3 clusters Score -540641.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -540688.125000 Penalty: 4105.218262
	Iteration 31Q: 3 clusters Score -540688.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -540730.687500 Penalty: 4105.218262
	Iteration 32Q: 3 clusters Score -540730.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -540768.625000 Penalty: 4105.218262
	Iteration 33Q: 3 clusters Score -540768.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -540796.812500 Penalty: 4105.218262
	Iteration 34Q: 3 clusters Score -540796.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -540816.750000 Penalty: 4105.218262
	Iteration 35Q: 3 clusters Score -540816.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -540826.687500 Penalty: 4105.218262
	Iteration 36Q: 3 clusters Score -540826.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -540835.375000 Penalty: 4105.218262
	Iteration 37Q: 3 clusters Score -540835.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -540844.187500 Penalty: 4105.218262
	Iteration 38Q: 3 clusters Score -540844.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -540851.812500 Penalty: 4105.218262
	Iteration 39Q: 3 clusters Score -540851.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -540860.125000 Penalty: 4105.218262
	Iteration 40F: 3 clusters Score -540860.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -540866.312500 Penalty: 4105.218262
	Iteration 41Q: 3 clusters Score -540866.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -540867.500000 Penalty: 4105.218262
	Iteration 42Q: 3 clusters Score -540867.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -540869.687500 Penalty: 4105.218262
	Iteration 43Q: 3 clusters Score -540869.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -540870.062500 Penalty: 4105.218262
	Iteration 44Q: 3 clusters Score -540870.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -540872.687500 Penalty: 4105.218262
	Iteration 45Q: 3 clusters Score -540872.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -540873.687500 Penalty: 4105.218262
	Iteration 46Q: 3 clusters Score -540873.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -540874.000000 Penalty: 4105.218262
	Iteration 47Q: 3 clusters Score -540874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -540874.000000 Penalty: 4105.218262
	Iteration 48F: 3 clusters Score -540874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -51424.773438 Penalty: 1504.394897
	Iteration 0F: 2 clusters Score -51424.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50034.652344 Penalty: 3008.789795
	Iteration 0F: 3 clusters Score -50034.65 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -50235.882812 Penalty: 3008.789795
	Iteration 1F: 3 clusters Score -50235.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -50323.785156 Penalty: 3008.789795
	Iteration 2Q: 3 clusters Score -50323.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50396.750000 Penalty: 3008.789795
	Iteration 3Q: 3 clusters Score -50396.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50474.000000 Penalty: 3008.789795
	Iteration 4Q: 3 clusters Score -50474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -50582.468750 Penalty: 3008.789795
	Iteration 5Q: 3 clusters Score -50582.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -50685.296875 Penalty: 3008.789795
	Iteration 6Q: 3 clusters Score -50685.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50711.613281 Penalty: 3008.789795
	Iteration 7Q: 3 clusters Score -50711.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -50740.257812 Penalty: 3008.789795
	Iteration 8Q: 3 clusters Score -50740.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -50760.593750 Penalty: 3008.789795
	Iteration 9Q: 3 clusters Score -50760.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -50775.410156 Penalty: 3008.789795
	Iteration 10Q: 3 clusters Score -50775.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50776.257812 Penalty: 3008.789795
	Iteration 11Q: 3 clusters Score -50776.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50776.257812 Penalty: 3008.789795
	Iteration 12F: 3 clusters Score -50776.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -32784.636719 Penalty: 1428.988770
	Iteration 0F: 2 clusters Score -32784.64 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 142 members 
Entering Unmasked Estep 
Score: -31651.945312 Penalty: 2857.977539
	Iteration 0F: 3 clusters Score -31651.95 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -32146.849609 Penalty: 2857.977539
	Iteration 1F: 3 clusters Score -32146.85 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -32306.164062 Penalty: 2857.977539
	Iteration 2F: 3 clusters Score -32306.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -32370.916016 Penalty: 2857.977539
	Iteration 3Q: 3 clusters Score -32370.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -32404.986328 Penalty: 2857.977539
	Iteration 4Q: 3 clusters Score -32404.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -32407.642578 Penalty: 2857.977539
	Iteration 5Q: 3 clusters Score -32407.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -32407.642578 Penalty: 2857.977539
	Iteration 6F: 3 clusters Score -32407.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -81107.156250 Penalty: 1589.315186
	Iteration 0F: 2 clusters Score -81107.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -79511.296875 Penalty: 3178.630371
	Iteration 0F: 3 clusters Score -79511.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -79726.843750 Penalty: 3178.630371
	Iteration 1F: 3 clusters Score -79726.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -79799.507812 Penalty: 3178.630371
	Iteration 2Q: 3 clusters Score -79799.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -79867.109375 Penalty: 3178.630371
	Iteration 3Q: 3 clusters Score -79867.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -79892.296875 Penalty: 3178.630371
	Iteration 4Q: 3 clusters Score -79892.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -79907.703125 Penalty: 3178.630371
	Iteration 5Q: 3 clusters Score -79907.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -79913.984375 Penalty: 3178.630371
	Iteration 6Q: 3 clusters Score -79913.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -79916.359375 Penalty: 3178.630371
	Iteration 7Q: 3 clusters Score -79916.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -79917.625000 Penalty: 3178.630371
	Iteration 8Q: 3 clusters Score -79917.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -79918.539062 Penalty: 3178.630371
	Iteration 9Q: 3 clusters Score -79918.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -79918.539062 Penalty: 3178.630371
	Iteration 10F: 3 clusters Score -79918.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -66283.562500 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -66283.56 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 289 members 
Entering Unmasked Estep 
Score: -64687.636719 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -64687.64 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64951.765625 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -64951.77 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -65136.707031 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -65136.71 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -65277.261719 Penalty: 3152.629395
	Iteration 3F: 3 clusters Score -65277.26 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -65422.382812 Penalty: 3152.629395
	Iteration 4F: 3 clusters Score -65422.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -65564.210938 Penalty: 3152.629395
	Iteration 5F: 3 clusters Score -65564.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -65694.640625 Penalty: 3152.629395
	Iteration 6F: 3 clusters Score -65694.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -65828.171875 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -65828.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -65945.828125 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -65945.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -65961.031250 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -65961.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -66001.664062 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -66001.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -66059.234375 Penalty: 3152.629395
	Iteration 11Q: 3 clusters Score -66059.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -66128.476562 Penalty: 3152.629395
	Iteration 12Q: 3 clusters Score -66128.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -66157.039062 Penalty: 3152.629395
	Iteration 13Q: 3 clusters Score -66157.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -66161.335938 Penalty: 3152.629395
	Iteration 14Q: 3 clusters Score -66161.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -66163.203125 Penalty: 3152.629395
	Iteration 15Q: 3 clusters Score -66163.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -66169.703125 Penalty: 3152.629395
	Iteration 16Q: 3 clusters Score -66169.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -66174.992188 Penalty: 3152.629395
	Iteration 17Q: 3 clusters Score -66174.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -66178.453125 Penalty: 3152.629395
	Iteration 18Q: 3 clusters Score -66178.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -66178.453125 Penalty: 3152.629395
	Iteration 19F: 3 clusters Score -66178.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (159186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159186 members 
Entering Unmasked Estep 
Score: -22254214.000000 Penalty: 2970.501465
	Iteration 0F: 2 clusters Score -2.225421e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79300 members 
Mstep: Class 2 contains 79886 members 
Entering Unmasked Estep 
Score: -22150956.000000 Penalty: 5941.002930
	Iteration 0F: 3 clusters Score -2.215096e+07 nChanged 76231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75747 members 
Mstep: Class 2 contains 83439 members 
Entering Unmasked Estep 
Score: -22194848.000000 Penalty: 5941.002930
	Iteration 1F: 3 clusters Score -2.219485e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73416 members 
Mstep: Class 2 contains 85770 members 
Entering Unmasked Estep 
Score: -22195786.000000 Penalty: 5941.002930
	Iteration 2Q: 3 clusters Score -2.219579e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69823 members 
Mstep: Class 2 contains 89363 members 
Entering Unmasked Estep 
Score: -22197314.000000 Penalty: 5941.002930
	Iteration 3Q: 3 clusters Score -2.219731e+07 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64331 members 
Mstep: Class 2 contains 94855 members 
Entering Unmasked Estep 
Score: -22199638.000000 Penalty: 5941.002930
	Iteration 4Q: 3 clusters Score -2.219964e+07 nChanged 8426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56287 members 
Mstep: Class 2 contains 102899 members 
Entering Unmasked Estep 
Score: -22203896.000000 Penalty: 5941.002930
	Iteration 5F: 3 clusters Score -2.22039e+07 nChanged 11116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45343 members 
Mstep: Class 2 contains 113843 members 
Entering Unmasked Estep 
Score: -22211700.000000 Penalty: 5941.002930
	Iteration 6F: 3 clusters Score -2.22117e+07 nChanged 12979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 126704 members 
Entering Unmasked Estep 
Score: -22221716.000000 Penalty: 5941.002930
	Iteration 7F: 3 clusters Score -2.222172e+07 nChanged 11885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 138517 members 
Entering Unmasked Estep 
Score: -22232464.000000 Penalty: 5941.002930
	Iteration 8F: 3 clusters Score -2.223246e+07 nChanged 8620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 147065 members 
Entering Unmasked Estep 
Score: -22240342.000000 Penalty: 5941.002930
	Iteration 9F: 3 clusters Score -2.224034e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 152043 members 
Entering Unmasked Estep 
Score: -22245042.000000 Penalty: 5941.002930
	Iteration 10Q: 3 clusters Score -2.224504e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 154719 members 
Entering Unmasked Estep 
Score: -22247782.000000 Penalty: 5941.002930
	Iteration 11Q: 3 clusters Score -2.224778e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 156009 members 
Entering Unmasked Estep 
Score: -22249384.000000 Penalty: 5941.002930
	Iteration 12Q: 3 clusters Score -2.224938e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 156712 members 
Entering Unmasked Estep 
Score: -22250144.000000 Penalty: 5941.002930
	Iteration 13Q: 3 clusters Score -2.225014e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 157152 members 
Entering Unmasked Estep 
Score: -22250570.000000 Penalty: 5941.002930
	Iteration 14Q: 3 clusters Score -2.225057e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 157413 members 
Entering Unmasked Estep 
Score: -22250868.000000 Penalty: 5941.002930
	Iteration 15Q: 3 clusters Score -2.225087e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 157592 members 
Entering Unmasked Estep 
Score: -22251122.000000 Penalty: 5941.002930
	Iteration 16Q: 3 clusters Score -2.225112e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 157733 members 
Entering Unmasked Estep 
Score: -22251230.000000 Penalty: 5941.002930
	Iteration 17Q: 3 clusters Score -2.225123e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 157822 members 
Entering Unmasked Estep 
Score: -22251302.000000 Penalty: 5941.002930
	Iteration 18Q: 3 clusters Score -2.22513e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 157881 members 
Entering Unmasked Estep 
Score: -22251372.000000 Penalty: 5941.002930
	Iteration 19Q: 3 clusters Score -2.225137e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 157929 members 
Entering Unmasked Estep 
Score: -22251432.000000 Penalty: 5941.002930
	Iteration 20F: 3 clusters Score -2.225143e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 157957 members 
Entering Unmasked Estep 
Score: -22251444.000000 Penalty: 5941.002930
	Iteration 21Q: 3 clusters Score -2.225144e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 157986 members 
Entering Unmasked Estep 
Score: -22251456.000000 Penalty: 5941.002930
	Iteration 22Q: 3 clusters Score -2.225146e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 158005 members 
Entering Unmasked Estep 
Score: -22251468.000000 Penalty: 5941.002930
	Iteration 23Q: 3 clusters Score -2.225147e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 158034 members 
Entering Unmasked Estep 
Score: -22251494.000000 Penalty: 5941.002930
	Iteration 24Q: 3 clusters Score -2.225149e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 158049 members 
Entering Unmasked Estep 
Score: -22251526.000000 Penalty: 5941.002930
	Iteration 25Q: 3 clusters Score -2.225153e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 158062 members 
Entering Unmasked Estep 
Score: -22251528.000000 Penalty: 5941.002930
	Iteration 26Q: 3 clusters Score -2.225153e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 158072 members 
Entering Unmasked Estep 
Score: -22251522.000000 Penalty: 5941.002930
	Iteration 27Q: 3 clusters Score -2.225152e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 158089 members 
Entering Unmasked Estep 
Score: -22251520.000000 Penalty: 5941.002930
	Iteration 28Q: 3 clusters Score -2.225152e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 158099 members 
Entering Unmasked Estep 
Score: -22251526.000000 Penalty: 5941.002930
	Iteration 29Q: 3 clusters Score -2.225153e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 158104 members 
Entering Unmasked Estep 
Score: -22251514.000000 Penalty: 5941.002930
	Iteration 30Q: 3 clusters Score -2.225151e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 158105 members 
Entering Unmasked Estep 
Score: -22251520.000000 Penalty: 5941.002930
	Iteration 31Q: 3 clusters Score -2.225152e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 158112 members 
Entering Unmasked Estep 
Score: -22251524.000000 Penalty: 5941.002930
	Iteration 32Q: 3 clusters Score -2.225152e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 158125 members 
Entering Unmasked Estep 
Score: -22251518.000000 Penalty: 5941.002930
	Iteration 33Q: 3 clusters Score -2.225152e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 158128 members 
Entering Unmasked Estep 
Score: -22251532.000000 Penalty: 5941.002930
	Iteration 34Q: 3 clusters Score -2.225153e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 158129 members 
Entering Unmasked Estep 
Score: -22251548.000000 Penalty: 5941.002930
	Iteration 35Q: 3 clusters Score -2.225155e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 158132 members 
Entering Unmasked Estep 
Score: -22251536.000000 Penalty: 5941.002930
	Iteration 36Q: 3 clusters Score -2.225154e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 158135 members 
Entering Unmasked Estep 
Score: -22251530.000000 Penalty: 5941.002930
	Iteration 37Q: 3 clusters Score -2.225153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 158135 members 
Entering Unmasked Estep 
Score: -22251546.000000 Penalty: 5941.002930
	Iteration 38Q: 3 clusters Score -2.225155e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 158137 members 
Entering Unmasked Estep 
Score: -22251552.000000 Penalty: 5941.002930
	Iteration 39Q: 3 clusters Score -2.225155e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 158142 members 
Entering Unmasked Estep 
Score: -22251560.000000 Penalty: 5941.002930
	Iteration 40F: 3 clusters Score -2.225156e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 158144 members 
Entering Unmasked Estep 
Score: -22251554.000000 Penalty: 5941.002930
	Iteration 41Q: 3 clusters Score -2.225155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 158146 members 
Entering Unmasked Estep 
Score: -22251554.000000 Penalty: 5941.002930
	Iteration 42Q: 3 clusters Score -2.225155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 158146 members 
Entering Unmasked Estep 
Score: -22251562.000000 Penalty: 5941.002930
	Iteration 43Q: 3 clusters Score -2.225156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 158145 members 
Entering Unmasked Estep 
Score: -22251556.000000 Penalty: 5941.002930
	Iteration 44Q: 3 clusters Score -2.225156e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 158145 members 
Entering Unmasked Estep 
Score: -22251552.000000 Penalty: 5941.002930
	Iteration 45Q: 3 clusters Score -2.225155e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 158146 members 
Entering Unmasked Estep 
Score: -22251550.000000 Penalty: 5941.002930
	Iteration 46Q: 3 clusters Score -2.225155e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 158145 members 
Entering Unmasked Estep 
Score: -22251552.000000 Penalty: 5941.002930
	Iteration 47Q: 3 clusters Score -2.225155e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 158144 members 
Entering Unmasked Estep 
Score: -22251560.000000 Penalty: 5941.002930
	Iteration 48Q: 3 clusters Score -2.225156e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 158144 members 
Entering Unmasked Estep 
Score: -22251550.000000 Penalty: 5941.002930
	Iteration 49Q: 3 clusters Score -2.225155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 158146 members 
Entering Unmasked Estep 
Score: -22251548.000000 Penalty: 5941.002930
	Iteration 50Q: 3 clusters Score -2.225155e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 158149 members 
Entering Unmasked Estep 
Score: -22251566.000000 Penalty: 5941.002930
	Iteration 51Q: 3 clusters Score -2.225157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 158151 members 
Entering Unmasked Estep 
Score: -22251558.000000 Penalty: 5941.002930
	Iteration 52Q: 3 clusters Score -2.225156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 158154 members 
Entering Unmasked Estep 
Score: -22251564.000000 Penalty: 5941.002930
	Iteration 53Q: 3 clusters Score -2.225156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 158156 members 
Entering Unmasked Estep 
Score: -22251546.000000 Penalty: 5941.002930
	Iteration 54Q: 3 clusters Score -2.225155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 158158 members 
Entering Unmasked Estep 
Score: -22251550.000000 Penalty: 5941.002930
	Iteration 55Q: 3 clusters Score -2.225155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 158162 members 
Entering Unmasked Estep 
Score: -22251554.000000 Penalty: 5941.002930
	Iteration 56Q: 3 clusters Score -2.225155e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 158163 members 
Entering Unmasked Estep 
Score: -22251556.000000 Penalty: 5941.002930
	Iteration 57Q: 3 clusters Score -2.225156e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 158163 members 
Entering Unmasked Estep 
Score: -22251556.000000 Penalty: 5941.002930
	Iteration 58F: 3 clusters Score -2.225156e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -63989.636719 Penalty: 1566.656860
	Iteration 0F: 2 clusters Score -63989.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -62469.078125 Penalty: 3133.313721
	Iteration 0F: 3 clusters Score -62469.08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -62691.785156 Penalty: 3133.313721
	Iteration 1F: 3 clusters Score -62691.79 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -62790.074219 Penalty: 3133.313721
	Iteration 2F: 3 clusters Score -62790.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -62850.910156 Penalty: 3133.313721
	Iteration 3Q: 3 clusters Score -62850.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -62887.425781 Penalty: 3133.313721
	Iteration 4Q: 3 clusters Score -62887.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -62902.914062 Penalty: 3133.313721
	Iteration 5Q: 3 clusters Score -62902.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -62913.042969 Penalty: 3133.313721
	Iteration 6Q: 3 clusters Score -62913.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -62923.527344 Penalty: 3133.313721
	Iteration 7Q: 3 clusters Score -62923.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -62944.253906 Penalty: 3133.313721
	Iteration 8Q: 3 clusters Score -62944.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -62965.648438 Penalty: 3133.313721
	Iteration 9Q: 3 clusters Score -62965.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -62980.242188 Penalty: 3133.313721
	Iteration 10Q: 3 clusters Score -62980.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -62988.042969 Penalty: 3133.313721
	Iteration 11Q: 3 clusters Score -62988.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -62991.089844 Penalty: 3133.313721
	Iteration 12Q: 3 clusters Score -62991.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -62993.730469 Penalty: 3133.313721
	Iteration 13Q: 3 clusters Score -62993.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -62999.644531 Penalty: 3133.313721
	Iteration 14Q: 3 clusters Score -62999.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -63006.789062 Penalty: 3133.313721
	Iteration 15Q: 3 clusters Score -63006.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -63011.414062 Penalty: 3133.313721
	Iteration 16Q: 3 clusters Score -63011.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -63022.789062 Penalty: 3133.313721
	Iteration 17Q: 3 clusters Score -63022.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -63029.929688 Penalty: 3133.313721
	Iteration 18Q: 3 clusters Score -63029.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -63032.246094 Penalty: 3133.313721
	Iteration 19Q: 3 clusters Score -63032.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -63032.246094 Penalty: 3133.313721
	Iteration 20F: 3 clusters Score -63032.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26894 members 
Mstep: Class 4 contains 9092 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 91783 members 
Mstep: Class 7 contains 19043 members 
Mstep: Class 8 contains 126093 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4584 members 
Mstep: Class 11 contains 2072 members 
Mstep: Class 12 contains 164574 members 
Mstep: Class 13 contains 65470 members 
Mstep: Class 14 contains 33500 members 
Mstep: Class 15 contains 15042 members 
Mstep: Class 16 contains 176024 members 
Mstep: Class 17 contains 12381 members 
Mstep: Class 18 contains 17772 members 
Mstep: Class 19 contains 29335 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159186 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704768.000000 Penalty: 88826.445312
Iteration 199Q: 27 clusters Score -1.327048e+08 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26907 members 
Mstep: Class 4 contains 9085 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 91616 members 
Mstep: Class 7 contains 19026 members 
Mstep: Class 8 contains 126065 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4583 members 
Mstep: Class 11 contains 2074 members 
Mstep: Class 12 contains 164296 members 
Mstep: Class 13 contains 65487 members 
Mstep: Class 14 contains 33493 members 
Mstep: Class 15 contains 15006 members 
Mstep: Class 16 contains 175996 members 
Mstep: Class 17 contains 12358 members 
Mstep: Class 18 contains 17769 members 
Mstep: Class 19 contains 29367 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159718 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704856.000000 Penalty: 88826.445312
Iteration 200F: 27 clusters Score -1.327049e+08 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26935 members 
Mstep: Class 4 contains 9070 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 91438 members 
Mstep: Class 7 contains 19003 members 
Mstep: Class 8 contains 126036 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4584 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 163986 members 
Mstep: Class 13 contains 65510 members 
Mstep: Class 14 contains 33487 members 
Mstep: Class 15 contains 14947 members 
Mstep: Class 16 contains 175955 members 
Mstep: Class 17 contains 12328 members 
Mstep: Class 18 contains 17769 members 
Mstep: Class 19 contains 29396 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 160330 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705144.000000 Penalty: 88826.445312
Iteration 201Q: 27 clusters Score -1.327051e+08 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26966 members 
Mstep: Class 4 contains 9060 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 91207 members 
Mstep: Class 7 contains 19001 members 
Mstep: Class 8 contains 125991 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4589 members 
Mstep: Class 11 contains 2071 members 
Mstep: Class 12 contains 163719 members 
Mstep: Class 13 contains 65535 members 
Mstep: Class 14 contains 33485 members 
Mstep: Class 15 contains 14901 members 
Mstep: Class 16 contains 175927 members 
Mstep: Class 17 contains 12303 members 
Mstep: Class 18 contains 17767 members 
Mstep: Class 19 contains 29441 members 
Mstep: Class 20 contains 3927 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 160886 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705240.000000 Penalty: 88826.445312
Iteration 202Q: 27 clusters Score -1.327052e+08 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26988 members 
Mstep: Class 4 contains 9056 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 90978 members 
Mstep: Class 7 contains 18995 members 
Mstep: Class 8 contains 125974 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4589 members 
Mstep: Class 11 contains 2070 members 
Mstep: Class 12 contains 163476 members 
Mstep: Class 13 contains 65546 members 
Mstep: Class 14 contains 33463 members 
Mstep: Class 15 contains 14861 members 
Mstep: Class 16 contains 175917 members 
Mstep: Class 17 contains 12279 members 
Mstep: Class 18 contains 17765 members 
Mstep: Class 19 contains 29499 members 
Mstep: Class 20 contains 3927 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 161392 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705072.000000 Penalty: 88826.445312
Iteration 203Q: 27 clusters Score -1.327051e+08 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27011 members 
Mstep: Class 4 contains 9042 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 90736 members 
Mstep: Class 7 contains 18992 members 
Mstep: Class 8 contains 125960 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4588 members 
Mstep: Class 11 contains 2072 members 
Mstep: Class 12 contains 163188 members 
Mstep: Class 13 contains 65568 members 
Mstep: Class 14 contains 33451 members 
Mstep: Class 15 contains 14822 members 
Mstep: Class 16 contains 175906 members 
Mstep: Class 17 contains 12248 members 
Mstep: Class 18 contains 17767 members 
Mstep: Class 19 contains 29560 members 
Mstep: Class 20 contains 3927 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 161936 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705096.000000 Penalty: 88826.445312
Iteration 204Q: 27 clusters Score -1.327051e+08 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27036 members 
Mstep: Class 4 contains 9032 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 90511 members 
Mstep: Class 7 contains 18970 members 
Mstep: Class 8 contains 125945 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4591 members 
Mstep: Class 11 contains 2072 members 
Mstep: Class 12 contains 163006 members 
Mstep: Class 13 contains 65602 members 
Mstep: Class 14 contains 33425 members 
Mstep: Class 15 contains 14784 members 
Mstep: Class 16 contains 175892 members 
Mstep: Class 17 contains 12219 members 
Mstep: Class 18 contains 17763 members 
Mstep: Class 19 contains 29652 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 162347 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705072.000000 Penalty: 88826.445312
Iteration 205Q: 27 clusters Score -1.327051e+08 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27056 members 
Mstep: Class 4 contains 9025 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 90272 members 
Mstep: Class 7 contains 18959 members 
Mstep: Class 8 contains 125944 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 2070 members 
Mstep: Class 12 contains 162879 members 
Mstep: Class 13 contains 65656 members 
Mstep: Class 14 contains 33404 members 
Mstep: Class 15 contains 14744 members 
Mstep: Class 16 contains 175876 members 
Mstep: Class 17 contains 12178 members 
Mstep: Class 18 contains 17760 members 
Mstep: Class 19 contains 29727 members 
Mstep: Class 20 contains 3927 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 162706 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705328.000000 Penalty: 88826.445312
Iteration 206Q: 27 clusters Score -1.327053e+08 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27093 members 
Mstep: Class 4 contains 9027 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 90034 members 
Mstep: Class 7 contains 18943 members 
Mstep: Class 8 contains 125936 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4594 members 
Mstep: Class 11 contains 2070 members 
Mstep: Class 12 contains 162813 members 
Mstep: Class 13 contains 65701 members 
Mstep: Class 14 contains 33396 members 
Mstep: Class 15 contains 14717 members 
Mstep: Class 16 contains 175879 members 
Mstep: Class 17 contains 12149 members 
Mstep: Class 18 contains 17754 members 
Mstep: Class 19 contains 29815 members 
Mstep: Class 20 contains 3927 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 162927 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705112.000000 Penalty: 88826.445312
Iteration 207Q: 27 clusters Score -1.327051e+08 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27129 members 
Mstep: Class 4 contains 9023 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 89796 members 
Mstep: Class 7 contains 18954 members 
Mstep: Class 8 contains 125949 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4594 members 
Mstep: Class 11 contains 2070 members 
Mstep: Class 12 contains 162822 members 
Mstep: Class 13 contains 65736 members 
Mstep: Class 14 contains 33385 members 
Mstep: Class 15 contains 14685 members 
Mstep: Class 16 contains 175874 members 
Mstep: Class 17 contains 12118 members 
Mstep: Class 18 contains 17755 members 
Mstep: Class 19 contains 29887 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 163070 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705168.000000 Penalty: 88826.445312
Iteration 208Q: 27 clusters Score -1.327052e+08 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27155 members 
Mstep: Class 4 contains 9031 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 89626 members 
Mstep: Class 7 contains 18960 members 
Mstep: Class 8 contains 125949 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4594 members 
Mstep: Class 11 contains 2067 members 
Mstep: Class 12 contains 162871 members 
Mstep: Class 13 contains 65768 members 
Mstep: Class 14 contains 33381 members 
Mstep: Class 15 contains 14659 members 
Mstep: Class 16 contains 175838 members 
Mstep: Class 17 contains 12094 members 
Mstep: Class 18 contains 17751 members 
Mstep: Class 19 contains 29962 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 163138 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705048.000000 Penalty: 88826.445312
Iteration 209Q: 27 clusters Score -1.32705e+08 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27192 members 
Mstep: Class 4 contains 9038 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 89444 members 
Mstep: Class 7 contains 18958 members 
Mstep: Class 8 contains 125968 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4595 members 
Mstep: Class 11 contains 2067 members 
Mstep: Class 12 contains 163052 members 
Mstep: Class 13 contains 65800 members 
Mstep: Class 14 contains 33376 members 
Mstep: Class 15 contains 14642 members 
Mstep: Class 16 contains 175837 members 
Mstep: Class 17 contains 12078 members 
Mstep: Class 18 contains 17755 members 
Mstep: Class 19 contains 30050 members 
Mstep: Class 20 contains 3932 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 162991 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705400.000000 Penalty: 88826.445312
Iteration 210Q: 27 clusters Score -1.327054e+08 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27221 members 
Mstep: Class 4 contains 9035 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 89288 members 
Mstep: Class 7 contains 18970 members 
Mstep: Class 8 contains 125987 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4596 members 
Mstep: Class 11 contains 2065 members 
Mstep: Class 12 contains 163392 members 
Mstep: Class 13 contains 65834 members 
Mstep: Class 14 contains 33364 members 
Mstep: Class 15 contains 14628 members 
Mstep: Class 16 contains 175824 members 
Mstep: Class 17 contains 12054 members 
Mstep: Class 18 contains 17757 members 
Mstep: Class 19 contains 30148 members 
Mstep: Class 20 contains 3932 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 162679 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705440.000000 Penalty: 88826.445312
Iteration 211Q: 27 clusters Score -1.327054e+08 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27245 members 
Mstep: Class 4 contains 9046 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 89144 members 
Mstep: Class 7 contains 18973 members 
Mstep: Class 8 contains 126011 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2063 members 
Mstep: Class 12 contains 163781 members 
Mstep: Class 13 contains 65852 members 
Mstep: Class 14 contains 33352 members 
Mstep: Class 15 contains 14616 members 
Mstep: Class 16 contains 175818 members 
Mstep: Class 17 contains 12038 members 
Mstep: Class 18 contains 17759 members 
Mstep: Class 19 contains 30243 members 
Mstep: Class 20 contains 3932 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 162304 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705424.000000 Penalty: 88826.445312
Iteration 212Q: 27 clusters Score -1.327054e+08 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27257 members 
Mstep: Class 4 contains 9051 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 89023 members 
Mstep: Class 7 contains 18977 members 
Mstep: Class 8 contains 126026 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2064 members 
Mstep: Class 12 contains 164251 members 
Mstep: Class 13 contains 65861 members 
Mstep: Class 14 contains 33325 members 
Mstep: Class 15 contains 14615 members 
Mstep: Class 16 contains 175828 members 
Mstep: Class 17 contains 12024 members 
Mstep: Class 18 contains 17758 members 
Mstep: Class 19 contains 30324 members 
Mstep: Class 20 contains 3932 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 161861 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705352.000000 Penalty: 88826.445312
Iteration 213Q: 27 clusters Score -1.327054e+08 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27261 members 
Mstep: Class 4 contains 9049 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 88889 members 
Mstep: Class 7 contains 18985 members 
Mstep: Class 8 contains 126037 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4599 members 
Mstep: Class 11 contains 2064 members 
Mstep: Class 12 contains 164725 members 
Mstep: Class 13 contains 65872 members 
Mstep: Class 14 contains 33313 members 
Mstep: Class 15 contains 14613 members 
Mstep: Class 16 contains 175857 members 
Mstep: Class 17 contains 12022 members 
Mstep: Class 18 contains 17760 members 
Mstep: Class 19 contains 30417 members 
Mstep: Class 20 contains 3932 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 161379 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705024.000000 Penalty: 88826.445312
Iteration 214Q: 27 clusters Score -1.32705e+08 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27272 members 
Mstep: Class 4 contains 9052 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 88752 members 
Mstep: Class 7 contains 18993 members 
Mstep: Class 8 contains 126059 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4600 members 
Mstep: Class 11 contains 2063 members 
Mstep: Class 12 contains 165179 members 
Mstep: Class 13 contains 65887 members 
Mstep: Class 14 contains 33326 members 
Mstep: Class 15 contains 14603 members 
Mstep: Class 16 contains 175871 members 
Mstep: Class 17 contains 12011 members 
Mstep: Class 18 contains 17754 members 
Mstep: Class 19 contains 30528 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 160893 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704752.000000 Penalty: 88826.445312
Iteration 215Q: 27 clusters Score -1.327048e+08 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27271 members 
Mstep: Class 4 contains 9054 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 88632 members 
Mstep: Class 7 contains 19001 members 
Mstep: Class 8 contains 126075 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4600 members 
Mstep: Class 11 contains 2063 members 
Mstep: Class 12 contains 165678 members 
Mstep: Class 13 contains 65922 members 
Mstep: Class 14 contains 33325 members 
Mstep: Class 15 contains 14591 members 
Mstep: Class 16 contains 175890 members 
Mstep: Class 17 contains 12001 members 
Mstep: Class 18 contains 17747 members 
Mstep: Class 19 contains 30652 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 160342 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704656.000000 Penalty: 88826.445312
Iteration 216Q: 27 clusters Score -1.327047e+08 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27270 members 
Mstep: Class 4 contains 9052 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 88532 members 
Mstep: Class 7 contains 19008 members 
Mstep: Class 8 contains 126083 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4600 members 
Mstep: Class 11 contains 2062 members 
Mstep: Class 12 contains 166171 members 
Mstep: Class 13 contains 65937 members 
Mstep: Class 14 contains 33327 members 
Mstep: Class 15 contains 14585 members 
Mstep: Class 16 contains 175945 members 
Mstep: Class 17 contains 12004 members 
Mstep: Class 18 contains 17744 members 
Mstep: Class 19 contains 30758 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159766 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704568.000000 Penalty: 88826.445312
Iteration 217Q: 27 clusters Score -1.327046e+08 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27275 members 
Mstep: Class 4 contains 9050 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 88441 members 
Mstep: Class 7 contains 19008 members 
Mstep: Class 8 contains 126119 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4600 members 
Mstep: Class 11 contains 2062 members 
Mstep: Class 12 contains 166672 members 
Mstep: Class 13 contains 65944 members 
Mstep: Class 14 contains 33336 members 
Mstep: Class 15 contains 14581 members 
Mstep: Class 16 contains 175964 members 
Mstep: Class 17 contains 12013 members 
Mstep: Class 18 contains 17739 members 
Mstep: Class 19 contains 30837 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159203 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704800.000000 Penalty: 88826.445312
Iteration 218Q: 27 clusters Score -1.327048e+08 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27284 members 
Mstep: Class 4 contains 9056 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 88365 members 
Mstep: Class 7 contains 19015 members 
Mstep: Class 8 contains 126141 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4601 members 
Mstep: Class 11 contains 2061 members 
Mstep: Class 12 contains 167203 members 
Mstep: Class 13 contains 65959 members 
Mstep: Class 14 contains 33336 members 
Mstep: Class 15 contains 14573 members 
Mstep: Class 16 contains 175963 members 
Mstep: Class 17 contains 12019 members 
Mstep: Class 18 contains 17736 members 
Mstep: Class 19 contains 30907 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 158625 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704528.000000 Penalty: 88826.445312
Iteration 219Q: 27 clusters Score -1.327045e+08 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27288 members 
Mstep: Class 4 contains 9051 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 88321 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 126154 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4601 members 
Mstep: Class 11 contains 2061 members 
Mstep: Class 12 contains 167741 members 
Mstep: Class 13 contains 65975 members 
Mstep: Class 14 contains 33334 members 
Mstep: Class 15 contains 14562 members 
Mstep: Class 16 contains 175994 members 
Mstep: Class 17 contains 12028 members 
Mstep: Class 18 contains 17731 members 
Mstep: Class 19 contains 30963 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 158034 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704000.000000 Penalty: 88826.445312
Iteration 220F: 27 clusters Score -1.32704e+08 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27290 members 
Mstep: Class 4 contains 9052 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 88292 members 
Mstep: Class 7 contains 18999 members 
Mstep: Class 8 contains 126161 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4601 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 168251 members 
Mstep: Class 13 contains 65984 members 
Mstep: Class 14 contains 33335 members 
Mstep: Class 15 contains 14553 members 
Mstep: Class 16 contains 176026 members 
Mstep: Class 17 contains 12037 members 
Mstep: Class 18 contains 17733 members 
Mstep: Class 19 contains 31029 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 157441 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703560.000000 Penalty: 88826.445312
Iteration 221Q: 27 clusters Score -1.327036e+08 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27295 members 
Mstep: Class 4 contains 9057 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 88268 members 
Mstep: Class 7 contains 19007 members 
Mstep: Class 8 contains 126191 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4600 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 168719 members 
Mstep: Class 13 contains 66000 members 
Mstep: Class 14 contains 33342 members 
Mstep: Class 15 contains 14545 members 
Mstep: Class 16 contains 176041 members 
Mstep: Class 17 contains 12046 members 
Mstep: Class 18 contains 17736 members 
Mstep: Class 19 contains 31111 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 156826 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703264.000000 Penalty: 88826.445312
Iteration 222Q: 27 clusters Score -1.327033e+08 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27305 members 
Mstep: Class 4 contains 9061 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 88271 members 
Mstep: Class 7 contains 19007 members 
Mstep: Class 8 contains 126232 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4598 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 169149 members 
Mstep: Class 13 contains 65998 members 
Mstep: Class 14 contains 33351 members 
Mstep: Class 15 contains 14537 members 
Mstep: Class 16 contains 176057 members 
Mstep: Class 17 contains 12058 members 
Mstep: Class 18 contains 17738 members 
Mstep: Class 19 contains 31189 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 156233 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703072.000000 Penalty: 88826.445312
Iteration 223Q: 27 clusters Score -1.327031e+08 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27322 members 
Mstep: Class 4 contains 9067 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 88327 members 
Mstep: Class 7 contains 19012 members 
Mstep: Class 8 contains 126278 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4598 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 169563 members 
Mstep: Class 13 contains 65987 members 
Mstep: Class 14 contains 33364 members 
Mstep: Class 15 contains 14534 members 
Mstep: Class 16 contains 176062 members 
Mstep: Class 17 contains 12051 members 
Mstep: Class 18 contains 17734 members 
Mstep: Class 19 contains 31284 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 155600 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702776.000000 Penalty: 88826.445312
Iteration 224Q: 27 clusters Score -1.327028e+08 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27345 members 
Mstep: Class 4 contains 9063 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 88403 members 
Mstep: Class 7 contains 19007 members 
Mstep: Class 8 contains 126292 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4599 members 
Mstep: Class 11 contains 2061 members 
Mstep: Class 12 contains 169942 members 
Mstep: Class 13 contains 65969 members 
Mstep: Class 14 contains 33359 members 
Mstep: Class 15 contains 14537 members 
Mstep: Class 16 contains 176077 members 
Mstep: Class 17 contains 12056 members 
Mstep: Class 18 contains 17737 members 
Mstep: Class 19 contains 31387 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 155009 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702224.000000 Penalty: 88826.445312
Iteration 225Q: 27 clusters Score -1.327022e+08 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27364 members 
Mstep: Class 4 contains 9054 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 88505 members 
Mstep: Class 7 contains 19019 members 
Mstep: Class 8 contains 126333 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4599 members 
Mstep: Class 11 contains 2062 members 
Mstep: Class 12 contains 170215 members 
Mstep: Class 13 contains 65952 members 
Mstep: Class 14 contains 33366 members 
Mstep: Class 15 contains 14543 members 
Mstep: Class 16 contains 176122 members 
Mstep: Class 17 contains 12068 members 
Mstep: Class 18 contains 17738 members 
Mstep: Class 19 contains 31488 members 
Mstep: Class 20 contains 3932 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 154414 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132701832.000000 Penalty: 88826.445312
Iteration 226Q: 27 clusters Score -1.327018e+08 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27378 members 
Mstep: Class 4 contains 9060 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 88607 members 
Mstep: Class 7 contains 19036 members 
Mstep: Class 8 contains 126382 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4599 members 
Mstep: Class 11 contains 2062 members 
Mstep: Class 12 contains 170466 members 
Mstep: Class 13 contains 65931 members 
Mstep: Class 14 contains 33358 members 
Mstep: Class 15 contains 14552 members 
Mstep: Class 16 contains 176172 members 
Mstep: Class 17 contains 12084 members 
Mstep: Class 18 contains 17734 members 
Mstep: Class 19 contains 31573 members 
Mstep: Class 20 contains 3932 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 153848 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132701496.000000 Penalty: 88826.445312
Iteration 227Q: 27 clusters Score -1.327015e+08 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27374 members 
Mstep: Class 4 contains 9073 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 88700 members 
Mstep: Class 7 contains 19046 members 
Mstep: Class 8 contains 126410 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4599 members 
Mstep: Class 11 contains 2061 members 
Mstep: Class 12 contains 170587 members 
Mstep: Class 13 contains 65937 members 
Mstep: Class 14 contains 33337 members 
Mstep: Class 15 contains 14554 members 
Mstep: Class 16 contains 176215 members 
Mstep: Class 17 contains 12081 members 
Mstep: Class 18 contains 17735 members 
Mstep: Class 19 contains 31672 members 
Mstep: Class 20 contains 3932 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 153461 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132701000.000000 Penalty: 88826.445312
Iteration 228Q: 27 clusters Score -1.32701e+08 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27379 members 
Mstep: Class 4 contains 9078 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 88821 members 
Mstep: Class 7 contains 19059 members 
Mstep: Class 8 contains 126411 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4599 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 170646 members 
Mstep: Class 13 contains 65941 members 
Mstep: Class 14 contains 33334 members 
Mstep: Class 15 contains 14554 members 
Mstep: Class 16 contains 176247 members 
Mstep: Class 17 contains 12074 members 
Mstep: Class 18 contains 17734 members 
Mstep: Class 19 contains 31763 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 153141 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132700816.000000 Penalty: 88826.445312
Iteration 229Q: 27 clusters Score -1.327008e+08 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27382 members 
Mstep: Class 4 contains 9078 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 88915 members 
Mstep: Class 7 contains 19063 members 
Mstep: Class 8 contains 126426 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4599 members 
Mstep: Class 11 contains 2062 members 
Mstep: Class 12 contains 170617 members 
Mstep: Class 13 contains 65936 members 
Mstep: Class 14 contains 33343 members 
Mstep: Class 15 contains 14560 members 
Mstep: Class 16 contains 176263 members 
Mstep: Class 17 contains 12075 members 
Mstep: Class 18 contains 17732 members 
Mstep: Class 19 contains 31855 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 152935 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132700992.000000 Penalty: 88826.445312
Iteration 230Q: 27 clusters Score -1.32701e+08 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27381 members 
Mstep: Class 4 contains 9085 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 89035 members 
Mstep: Class 7 contains 19075 members 
Mstep: Class 8 contains 126421 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4599 members 
Mstep: Class 11 contains 2064 members 
Mstep: Class 12 contains 170545 members 
Mstep: Class 13 contains 65910 members 
Mstep: Class 14 contains 33344 members 
Mstep: Class 15 contains 14560 members 
Mstep: Class 16 contains 176272 members 
Mstep: Class 17 contains 12079 members 
Mstep: Class 18 contains 17732 members 
Mstep: Class 19 contains 31923 members 
Mstep: Class 20 contains 3936 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 152813 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132700808.000000 Penalty: 88826.445312
Iteration 231Q: 27 clusters Score -1.327008e+08 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27376 members 
Mstep: Class 4 contains 9092 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 89136 members 
Mstep: Class 7 contains 19075 members 
Mstep: Class 8 contains 126411 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4599 members 
Mstep: Class 11 contains 2066 members 
Mstep: Class 12 contains 170452 members 
Mstep: Class 13 contains 65891 members 
Mstep: Class 14 contains 33345 members 
Mstep: Class 15 contains 14563 members 
Mstep: Class 16 contains 176277 members 
Mstep: Class 17 contains 12077 members 
Mstep: Class 18 contains 17732 members 
Mstep: Class 19 contains 32003 members 
Mstep: Class 20 contains 3937 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 152742 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132700976.000000 Penalty: 88826.445312
Iteration 232Q: 27 clusters Score -1.32701e+08 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27372 members 
Mstep: Class 4 contains 9102 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 89260 members 
Mstep: Class 7 contains 19075 members 
Mstep: Class 8 contains 126393 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4599 members 
Mstep: Class 11 contains 2066 members 
Mstep: Class 12 contains 170289 members 
Mstep: Class 13 contains 65857 members 
Mstep: Class 14 contains 33351 members 
Mstep: Class 15 contains 14560 members 
Mstep: Class 16 contains 176275 members 
Mstep: Class 17 contains 12085 members 
Mstep: Class 18 contains 17731 members 
Mstep: Class 19 contains 32067 members 
Mstep: Class 20 contains 3938 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 152754 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132700872.000000 Penalty: 88826.445312
Iteration 233Q: 27 clusters Score -1.327009e+08 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27366 members 
Mstep: Class 4 contains 9100 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 89355 members 
Mstep: Class 7 contains 19075 members 
Mstep: Class 8 contains 126394 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4599 members 
Mstep: Class 11 contains 2066 members 
Mstep: Class 12 contains 170069 members 
Mstep: Class 13 contains 65806 members 
Mstep: Class 14 contains 33378 members 
Mstep: Class 15 contains 14562 members 
Mstep: Class 16 contains 176267 members 
Mstep: Class 17 contains 12098 members 
Mstep: Class 18 contains 17727 members 
Mstep: Class 19 contains 32124 members 
Mstep: Class 20 contains 3938 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 152850 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132700784.000000 Penalty: 88826.445312
Iteration 234Q: 27 clusters Score -1.327008e+08 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27346 members 
Mstep: Class 4 contains 9102 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 89433 members 
Mstep: Class 7 contains 19080 members 
Mstep: Class 8 contains 126383 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4599 members 
Mstep: Class 11 contains 2066 members 
Mstep: Class 12 contains 169832 members 
Mstep: Class 13 contains 65771 members 
Mstep: Class 14 contains 33400 members 
Mstep: Class 15 contains 14553 members 
Mstep: Class 16 contains 176272 members 
Mstep: Class 17 contains 12106 members 
Mstep: Class 18 contains 17728 members 
Mstep: Class 19 contains 32165 members 
Mstep: Class 20 contains 3938 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 153000 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132700840.000000 Penalty: 88826.445312
Iteration 235Q: 27 clusters Score -1.327008e+08 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27328 members 
Mstep: Class 4 contains 9102 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 89516 members 
Mstep: Class 7 contains 19070 members 
Mstep: Class 8 contains 126379 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4599 members 
Mstep: Class 11 contains 2067 members 
Mstep: Class 12 contains 169563 members 
Mstep: Class 13 contains 65744 members 
Mstep: Class 14 contains 33420 members 
Mstep: Class 15 contains 14554 members 
Mstep: Class 16 contains 176271 members 
Mstep: Class 17 contains 12117 members 
Mstep: Class 18 contains 17730 members 
Mstep: Class 19 contains 32210 members 
Mstep: Class 20 contains 3938 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 153166 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132700984.000000 Penalty: 88826.445312
Iteration 236Q: 27 clusters Score -1.32701e+08 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27319 members 
Mstep: Class 4 contains 9103 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 89589 members 
Mstep: Class 7 contains 19060 members 
Mstep: Class 8 contains 126365 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4599 members 
Mstep: Class 11 contains 2067 members 
Mstep: Class 12 contains 169332 members 
Mstep: Class 13 contains 65696 members 
Mstep: Class 14 contains 33444 members 
Mstep: Class 15 contains 14553 members 
Mstep: Class 16 contains 176283 members 
Mstep: Class 17 contains 12125 members 
Mstep: Class 18 contains 17727 members 
Mstep: Class 19 contains 32267 members 
Mstep: Class 20 contains 3938 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 153307 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132701200.000000 Penalty: 88826.445312
Iteration 237Q: 27 clusters Score -1.327012e+08 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27316 members 
Mstep: Class 4 contains 9103 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 89616 members 
Mstep: Class 7 contains 19058 members 
Mstep: Class 8 contains 126347 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4599 members 
Mstep: Class 11 contains 2067 members 
Mstep: Class 12 contains 169111 members 
Mstep: Class 13 contains 65654 members 
Mstep: Class 14 contains 33466 members 
Mstep: Class 15 contains 14549 members 
Mstep: Class 16 contains 176294 members 
Mstep: Class 17 contains 12127 members 
Mstep: Class 18 contains 17731 members 
Mstep: Class 19 contains 32312 members 
Mstep: Class 20 contains 3937 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 153487 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132701376.000000 Penalty: 88826.445312
Iteration 238Q: 27 clusters Score -1.327014e+08 nChanged 735
Entering ConstructFrom: 
Score: -132701376.000000 Penalty: 88826.445312
Entering ConstructFrom: 
Trying to split cluster 1 (291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Entering Unmasked Estep 
Score: -30608.035156 Penalty: 1406.984131
	Iteration 0F: 2 clusters Score -30608.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -29384.330078 Penalty: 2813.968262
	Iteration 0F: 3 clusters Score -29384.33 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -29647.996094 Penalty: 2813.968262
	Iteration 1F: 3 clusters Score -29648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -29909.712891 Penalty: 2813.968262
	Iteration 2F: 3 clusters Score -29909.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30165.542969 Penalty: 2813.968262
	Iteration 3F: 3 clusters Score -30165.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -30324.878906 Penalty: 2813.968262
	Iteration 4Q: 3 clusters Score -30324.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -30562.849609 Penalty: 2813.968262
	Iteration 5Q: 3 clusters Score -30562.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -30664.810547 Penalty: 2813.968262
	Iteration 6Q: 3 clusters Score -30664.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -30698.710938 Penalty: 2813.968262
	Iteration 7Q: 3 clusters Score -30698.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -30749.416016 Penalty: 2813.968262
	Iteration 8Q: 3 clusters Score -30749.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -30788.195312 Penalty: 2813.968262
	Iteration 9Q: 3 clusters Score -30788.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -30855.386719 Penalty: 2813.968262
	Iteration 10Q: 3 clusters Score -30855.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31024.318359 Penalty: 2813.968262
	Iteration 11Q: 3 clusters Score -31024.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31024.318359 Penalty: 2813.968262
	Iteration 12F: 3 clusters Score -31024.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27313 members 
Mstep: Class 4 contains 9099 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 89640 members 
Mstep: Class 7 contains 19050 members 
Mstep: Class 8 contains 126329 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4600 members 
Mstep: Class 11 contains 2067 members 
Mstep: Class 12 contains 168923 members 
Mstep: Class 13 contains 65626 members 
Mstep: Class 14 contains 33489 members 
Mstep: Class 15 contains 14554 members 
Mstep: Class 16 contains 176295 members 
Mstep: Class 17 contains 12132 members 
Mstep: Class 18 contains 17734 members 
Mstep: Class 19 contains 32340 members 
Mstep: Class 20 contains 3937 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 153646 members 
Mstep: Class 26 contains 554 members 
Mstep: Class 27 contains 170 members 
Entering Unmasked Estep 
Score: -132699552.000000 Penalty: 92242.843750
Splitting cluster 1 changes total score from -132701376.000000 to -132699552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -52076.812500 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -52076.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50623.832031 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -50623.83 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50795.839844 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -50795.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -50873.234375 Penalty: 3007.637451
	Iteration 2F: 3 clusters Score -50873.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -50918.277344 Penalty: 3007.637451
	Iteration 3Q: 3 clusters Score -50918.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -50943.414062 Penalty: 3007.637451
	Iteration 4Q: 3 clusters Score -50943.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -50961.820312 Penalty: 3007.637451
	Iteration 5Q: 3 clusters Score -50961.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50981.609375 Penalty: 3007.637451
	Iteration 6Q: 3 clusters Score -50981.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -50987.234375 Penalty: 3007.637451
	Iteration 7Q: 3 clusters Score -50987.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50998.289062 Penalty: 3007.637451
	Iteration 8Q: 3 clusters Score -50998.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -50999.070312 Penalty: 3007.637451
	Iteration 9Q: 3 clusters Score -50999.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -51001.503906 Penalty: 3007.637451
	Iteration 10Q: 3 clusters Score -51001.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -51008.257812 Penalty: 3007.637451
	Iteration 11Q: 3 clusters Score -51008.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -51019.554688 Penalty: 3007.637451
	Iteration 12Q: 3 clusters Score -51019.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -51019.554688 Penalty: 3007.637451
	Iteration 13F: 3 clusters Score -51019.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Entering Unmasked Estep 
Score: -3718369.000000 Penalty: 2533.349365
	Iteration 0F: 2 clusters Score -3718369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -3699605.500000 Penalty: 5066.698730
	Iteration 0F: 3 clusters Score -3699606 nChanged 12236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -3706234.500000 Penalty: 5066.698730
	Iteration 1F: 3 clusters Score -3706234 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -3706805.000000 Penalty: 5066.698730
	Iteration 2Q: 3 clusters Score -3706805 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -3707563.250000 Penalty: 5066.698730
	Iteration 3Q: 3 clusters Score -3707563 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -3708570.750000 Penalty: 5066.698730
	Iteration 4Q: 3 clusters Score -3708571 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -3709638.000000 Penalty: 5066.698730
	Iteration 5F: 3 clusters Score -3709638 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -3710607.000000 Penalty: 5066.698730
	Iteration 6F: 3 clusters Score -3710607 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -3711537.750000 Penalty: 5066.698730
	Iteration 7F: 3 clusters Score -3711538 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -3712432.000000 Penalty: 5066.698730
	Iteration 8F: 3 clusters Score -3712432 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -3713268.250000 Penalty: 5066.698730
	Iteration 9F: 3 clusters Score -3713268 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -3714001.250000 Penalty: 5066.698730
	Iteration 10F: 3 clusters Score -3714001 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -3714591.500000 Penalty: 5066.698730
	Iteration 11Q: 3 clusters Score -3714592 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -3715032.250000 Penalty: 5066.698730
	Iteration 12Q: 3 clusters Score -3715032 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -3715428.750000 Penalty: 5066.698730
	Iteration 13Q: 3 clusters Score -3715429 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -3715792.500000 Penalty: 5066.698730
	Iteration 14Q: 3 clusters Score -3715792 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -3716179.750000 Penalty: 5066.698730
	Iteration 15Q: 3 clusters Score -3716180 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -3716573.250000 Penalty: 5066.698730
	Iteration 16Q: 3 clusters Score -3716573 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -3716892.000000 Penalty: 5066.698730
	Iteration 17Q: 3 clusters Score -3716892 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -3717182.500000 Penalty: 5066.698730
	Iteration 18Q: 3 clusters Score -3717182 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -3717429.750000 Penalty: 5066.698730
	Iteration 19Q: 3 clusters Score -3717430 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -3717681.000000 Penalty: 5066.698730
	Iteration 20F: 3 clusters Score -3717681 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -3717990.500000 Penalty: 5066.698730
	Iteration 21Q: 3 clusters Score -3717990 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -3718249.250000 Penalty: 5066.698730
	Iteration 22Q: 3 clusters Score -3718249 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3718314.750000 Penalty: 5066.698730
	Iteration 23Q: 3 clusters Score -3718315 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3718378.500000 Penalty: 5066.698730
	Iteration 24Q: 3 clusters Score -3718378 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3718397.500000 Penalty: 5066.698730
	Iteration 25Q: 3 clusters Score -3718398 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3718408.750000 Penalty: 5066.698730
	Iteration 26Q: 3 clusters Score -3718409 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3718437.000000 Penalty: 5066.698730
	Iteration 27Q: 3 clusters Score -3718437 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3718448.750000 Penalty: 5066.698730
	Iteration 28Q: 3 clusters Score -3718449 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3718449.500000 Penalty: 5066.698730
	Iteration 29Q: 3 clusters Score -3718450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3718448.250000 Penalty: 5066.698730
	Iteration 30Q: 3 clusters Score -3718448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3718449.750000 Penalty: 5066.698730
	Iteration 31Q: 3 clusters Score -3718450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3718450.250000 Penalty: 5066.698730
	Iteration 32Q: 3 clusters Score -3718450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3718450.250000 Penalty: 5066.698730
	Iteration 33F: 3 clusters Score -3718450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 25770 members 
Mstep: Class 4 contains 9099 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 89640 members 
Mstep: Class 7 contains 19050 members 
Mstep: Class 8 contains 126329 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4600 members 
Mstep: Class 11 contains 2067 members 
Mstep: Class 12 contains 168923 members 
Mstep: Class 13 contains 65626 members 
Mstep: Class 14 contains 33489 members 
Mstep: Class 15 contains 14554 members 
Mstep: Class 16 contains 176295 members 
Mstep: Class 17 contains 12132 members 
Mstep: Class 18 contains 17734 members 
Mstep: Class 19 contains 32340 members 
Mstep: Class 20 contains 3937 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 153646 members 
Mstep: Class 26 contains 554 members 
Mstep: Class 27 contains 1543 members 
Entering Unmasked Estep 
Score: -132700272.000000 Penalty: 92242.843750
Splitting cluster 3 changes total score from -132701376.000000 to -132700272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (9099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Entering Unmasked Estep 
Score: -1222239.750000 Penalty: 2260.748291
	Iteration 0F: 2 clusters Score -1222240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1215128.500000 Penalty: 4521.496582
	Iteration 0F: 3 clusters Score -1215128 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1217186.250000 Penalty: 4521.496582
	Iteration 1F: 3 clusters Score -1217186 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1217648.625000 Penalty: 4521.496582
	Iteration 2F: 3 clusters Score -1217649 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1218070.125000 Penalty: 4521.496582
	Iteration 3F: 3 clusters Score -1218070 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1218454.250000 Penalty: 4521.496582
	Iteration 4F: 3 clusters Score -1218454 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1218908.750000 Penalty: 4521.496582
	Iteration 5F: 3 clusters Score -1218909 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1219393.125000 Penalty: 4521.496582
	Iteration 6F: 3 clusters Score -1219393 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1219852.625000 Penalty: 4521.496582
	Iteration 7F: 3 clusters Score -1219853 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1220183.875000 Penalty: 4521.496582
	Iteration 8Q: 3 clusters Score -1220184 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1220444.000000 Penalty: 4521.496582
	Iteration 9Q: 3 clusters Score -1220444 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1220663.625000 Penalty: 4521.496582
	Iteration 10Q: 3 clusters Score -1220664 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1220909.500000 Penalty: 4521.496582
	Iteration 11Q: 3 clusters Score -1220910 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1221103.875000 Penalty: 4521.496582
	Iteration 12Q: 3 clusters Score -1221104 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1221204.625000 Penalty: 4521.496582
	Iteration 13Q: 3 clusters Score -1221205 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1221263.875000 Penalty: 4521.496582
	Iteration 14Q: 3 clusters Score -1221264 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1221291.125000 Penalty: 4521.496582
	Iteration 15Q: 3 clusters Score -1221291 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1221311.500000 Penalty: 4521.496582
	Iteration 16Q: 3 clusters Score -1221312 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1221323.750000 Penalty: 4521.496582
	Iteration 17Q: 3 clusters Score -1221324 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1221326.000000 Penalty: 4521.496582
	Iteration 18Q: 3 clusters Score -1221326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1221329.750000 Penalty: 4521.496582
	Iteration 19Q: 3 clusters Score -1221330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1221330.875000 Penalty: 4521.496582
	Iteration 20F: 3 clusters Score -1221331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1221329.375000 Penalty: 4521.496582
	Iteration 21Q: 3 clusters Score -1221329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1221330.000000 Penalty: 4521.496582
	Iteration 22Q: 3 clusters Score -1221330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1221332.125000 Penalty: 4521.496582
	Iteration 23Q: 3 clusters Score -1221332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1221332.625000 Penalty: 4521.496582
	Iteration 24Q: 3 clusters Score -1221333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1221333.875000 Penalty: 4521.496582
	Iteration 25Q: 3 clusters Score -1221334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1221333.625000 Penalty: 4521.496582
	Iteration 26Q: 3 clusters Score -1221334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1221338.625000 Penalty: 4521.496582
	Iteration 27Q: 3 clusters Score -1221339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1221339.500000 Penalty: 4521.496582
	Iteration 28Q: 3 clusters Score -1221340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1221341.125000 Penalty: 4521.496582
	Iteration 29Q: 3 clusters Score -1221341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1221340.750000 Penalty: 4521.496582
	Iteration 30Q: 3 clusters Score -1221341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1221340.750000 Penalty: 4521.496582
	Iteration 31F: 3 clusters Score -1221341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Entering Unmasked Estep 
Score: -58851.351562 Penalty: 1524.289673
	Iteration 0F: 2 clusters Score -58851.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -57417.753906 Penalty: 3048.579346
	Iteration 0F: 3 clusters Score -57417.75 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -57616.699219 Penalty: 3048.579346
	Iteration 1F: 3 clusters Score -57616.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -57689.816406 Penalty: 3048.579346
	Iteration 2F: 3 clusters Score -57689.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -57760.562500 Penalty: 3048.579346
	Iteration 3Q: 3 clusters Score -57760.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -57813.480469 Penalty: 3048.579346
	Iteration 4Q: 3 clusters Score -57813.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -57879.277344 Penalty: 3048.579346
	Iteration 5Q: 3 clusters Score -57879.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -57944.789062 Penalty: 3048.579346
	Iteration 6Q: 3 clusters Score -57944.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -57998.835938 Penalty: 3048.579346
	Iteration 7Q: 3 clusters Score -57998.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -58026.382812 Penalty: 3048.579346
	Iteration 8Q: 3 clusters Score -58026.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -58044.378906 Penalty: 3048.579346
	Iteration 9Q: 3 clusters Score -58044.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -58066.312500 Penalty: 3048.579346
	Iteration 10Q: 3 clusters Score -58066.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -58105.121094 Penalty: 3048.579346
	Iteration 11Q: 3 clusters Score -58105.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -58122.207031 Penalty: 3048.579346
	Iteration 12Q: 3 clusters Score -58122.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -58128.882812 Penalty: 3048.579346
	Iteration 13Q: 3 clusters Score -58128.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -58136.328125 Penalty: 3048.579346
	Iteration 14Q: 3 clusters Score -58136.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -58140.542969 Penalty: 3048.579346
	Iteration 15Q: 3 clusters Score -58140.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -58149.277344 Penalty: 3048.579346
	Iteration 16Q: 3 clusters Score -58149.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -58151.285156 Penalty: 3048.579346
	Iteration 17Q: 3 clusters Score -58151.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -58151.285156 Penalty: 3048.579346
	Iteration 18F: 3 clusters Score -58151.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (89640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89640 members 
Entering Unmasked Estep 
Score: -12664488.000000 Penalty: 2828.082031
	Iteration 0F: 2 clusters Score -1.266449e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 44666 members 
Entering Unmasked Estep 
Score: -12604781.000000 Penalty: 5656.164062
	Iteration 0F: 3 clusters Score -1.260478e+07 nChanged 42357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47419 members 
Mstep: Class 2 contains 42221 members 
Entering Unmasked Estep 
Score: -12629379.000000 Penalty: 5656.164062
	Iteration 1F: 3 clusters Score -1.262938e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49321 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -12630822.000000 Penalty: 5656.164062
	Iteration 2Q: 3 clusters Score -1.263082e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52125 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -12632902.000000 Penalty: 5656.164062
	Iteration 3F: 3 clusters Score -1.26329e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55944 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -12636051.000000 Penalty: 5656.164062
	Iteration 4F: 3 clusters Score -1.263605e+07 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61089 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -12640749.000000 Penalty: 5656.164062
	Iteration 5F: 3 clusters Score -1.264075e+07 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66905 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -12646835.000000 Penalty: 5656.164062
	Iteration 6F: 3 clusters Score -1.264684e+07 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71992 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -12652457.000000 Penalty: 5656.164062
	Iteration 7F: 3 clusters Score -1.265246e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75367 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -12655947.000000 Penalty: 5656.164062
	Iteration 8Q: 3 clusters Score -1.265595e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77472 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -12657579.000000 Penalty: 5656.164062
	Iteration 9Q: 3 clusters Score -1.265758e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79096 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -12658592.000000 Penalty: 5656.164062
	Iteration 10Q: 3 clusters Score -1.265859e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80468 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -12659277.000000 Penalty: 5656.164062
	Iteration 11Q: 3 clusters Score -1.265928e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81695 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -12659825.000000 Penalty: 5656.164062
	Iteration 12Q: 3 clusters Score -1.265982e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82717 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -12660268.000000 Penalty: 5656.164062
	Iteration 13Q: 3 clusters Score -1.266027e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83625 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -12660629.000000 Penalty: 5656.164062
	Iteration 14Q: 3 clusters Score -1.266063e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84414 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -12660975.000000 Penalty: 5656.164062
	Iteration 15Q: 3 clusters Score -1.266098e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85095 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -12661292.000000 Penalty: 5656.164062
	Iteration 16Q: 3 clusters Score -1.266129e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85681 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -12661477.000000 Penalty: 5656.164062
	Iteration 17Q: 3 clusters Score -1.266148e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86181 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -12661632.000000 Penalty: 5656.164062
	Iteration 18Q: 3 clusters Score -1.266163e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86595 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -12661745.000000 Penalty: 5656.164062
	Iteration 19Q: 3 clusters Score -1.266174e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86948 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -12661882.000000 Penalty: 5656.164062
	Iteration 20F: 3 clusters Score -1.266188e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87256 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -12661966.000000 Penalty: 5656.164062
	Iteration 21Q: 3 clusters Score -1.266197e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87511 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -12662059.000000 Penalty: 5656.164062
	Iteration 22Q: 3 clusters Score -1.266206e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87709 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -12662148.000000 Penalty: 5656.164062
	Iteration 23Q: 3 clusters Score -1.266215e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87855 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -12662221.000000 Penalty: 5656.164062
	Iteration 24Q: 3 clusters Score -1.266222e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87987 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -12662237.000000 Penalty: 5656.164062
	Iteration 25Q: 3 clusters Score -1.266224e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88093 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -12662272.000000 Penalty: 5656.164062
	Iteration 26Q: 3 clusters Score -1.266227e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88176 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -12662282.000000 Penalty: 5656.164062
	Iteration 27Q: 3 clusters Score -1.266228e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88254 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -12662298.000000 Penalty: 5656.164062
	Iteration 28Q: 3 clusters Score -1.26623e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88315 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -12662341.000000 Penalty: 5656.164062
	Iteration 29Q: 3 clusters Score -1.266234e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88369 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -12662359.000000 Penalty: 5656.164062
	Iteration 30Q: 3 clusters Score -1.266236e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88406 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -12662345.000000 Penalty: 5656.164062
	Iteration 31Q: 3 clusters Score -1.266234e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88432 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -12662376.000000 Penalty: 5656.164062
	Iteration 32Q: 3 clusters Score -1.266238e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88456 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -12662386.000000 Penalty: 5656.164062
	Iteration 33Q: 3 clusters Score -1.266239e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88471 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -12662402.000000 Penalty: 5656.164062
	Iteration 34Q: 3 clusters Score -1.26624e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88479 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -12662406.000000 Penalty: 5656.164062
	Iteration 35Q: 3 clusters Score -1.266241e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88492 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -12662405.000000 Penalty: 5656.164062
	Iteration 36Q: 3 clusters Score -1.26624e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88504 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -12662411.000000 Penalty: 5656.164062
	Iteration 37Q: 3 clusters Score -1.266241e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88512 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -12662411.000000 Penalty: 5656.164062
	Iteration 38Q: 3 clusters Score -1.266241e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88518 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -12662424.000000 Penalty: 5656.164062
	Iteration 39Q: 3 clusters Score -1.266242e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88529 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -12662412.000000 Penalty: 5656.164062
	Iteration 40F: 3 clusters Score -1.266241e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88542 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -12662426.000000 Penalty: 5656.164062
	Iteration 41Q: 3 clusters Score -1.266243e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88552 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -12662430.000000 Penalty: 5656.164062
	Iteration 42Q: 3 clusters Score -1.266243e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88560 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -12662449.000000 Penalty: 5656.164062
	Iteration 43Q: 3 clusters Score -1.266245e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88573 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -12662450.000000 Penalty: 5656.164062
	Iteration 44Q: 3 clusters Score -1.266245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88580 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -12662438.000000 Penalty: 5656.164062
	Iteration 45Q: 3 clusters Score -1.266244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88585 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -12662426.000000 Penalty: 5656.164062
	Iteration 46Q: 3 clusters Score -1.266243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88591 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -12662436.000000 Penalty: 5656.164062
	Iteration 47Q: 3 clusters Score -1.266244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88598 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -12662437.000000 Penalty: 5656.164062
	Iteration 48Q: 3 clusters Score -1.266244e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88607 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -12662448.000000 Penalty: 5656.164062
	Iteration 49Q: 3 clusters Score -1.266245e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88616 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -12662455.000000 Penalty: 5656.164062
	Iteration 50Q: 3 clusters Score -1.266246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88622 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -12662464.000000 Penalty: 5656.164062
	Iteration 51Q: 3 clusters Score -1.266246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88628 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -12662460.000000 Penalty: 5656.164062
	Iteration 52Q: 3 clusters Score -1.266246e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88631 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -12662468.000000 Penalty: 5656.164062
	Iteration 53Q: 3 clusters Score -1.266247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88634 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -12662470.000000 Penalty: 5656.164062
	Iteration 54Q: 3 clusters Score -1.266247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88636 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -12662465.000000 Penalty: 5656.164062
	Iteration 55Q: 3 clusters Score -1.266246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88638 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -12662461.000000 Penalty: 5656.164062
	Iteration 56Q: 3 clusters Score -1.266246e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88638 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -12662461.000000 Penalty: 5656.164062
	Iteration 57F: 3 clusters Score -1.266246e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Entering Unmasked Estep 
Score: -2712234.750000 Penalty: 2443.995850
	Iteration 0F: 2 clusters Score -2712235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2698666.000000 Penalty: 4887.991699
	Iteration 0F: 3 clusters Score -2698666 nChanged 8471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -2703162.250000 Penalty: 4887.991699
	Iteration 1F: 3 clusters Score -2703162 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2703546.250000 Penalty: 4887.991699
	Iteration 2F: 3 clusters Score -2703546 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2703842.500000 Penalty: 4887.991699
	Iteration 3Q: 3 clusters Score -2703842 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -2704100.500000 Penalty: 4887.991699
	Iteration 4Q: 3 clusters Score -2704100 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -2704346.750000 Penalty: 4887.991699
	Iteration 5Q: 3 clusters Score -2704347 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -2704659.000000 Penalty: 4887.991699
	Iteration 6Q: 3 clusters Score -2704659 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -2705066.250000 Penalty: 4887.991699
	Iteration 7Q: 3 clusters Score -2705066 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -2705659.500000 Penalty: 4887.991699
	Iteration 8F: 3 clusters Score -2705660 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -2706411.750000 Penalty: 4887.991699
	Iteration 9F: 3 clusters Score -2706412 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -2707358.250000 Penalty: 4887.991699
	Iteration 10F: 3 clusters Score -2707358 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -2708291.750000 Penalty: 4887.991699
	Iteration 11F: 3 clusters Score -2708292 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -2709037.250000 Penalty: 4887.991699
	Iteration 12Q: 3 clusters Score -2709037 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -2709490.750000 Penalty: 4887.991699
	Iteration 13Q: 3 clusters Score -2709491 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -2709743.000000 Penalty: 4887.991699
	Iteration 14Q: 3 clusters Score -2709743 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -2709867.250000 Penalty: 4887.991699
	Iteration 15Q: 3 clusters Score -2709867 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -2709953.500000 Penalty: 4887.991699
	Iteration 16Q: 3 clusters Score -2709954 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -2709999.750000 Penalty: 4887.991699
	Iteration 17Q: 3 clusters Score -2710000 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -2710034.250000 Penalty: 4887.991699
	Iteration 18Q: 3 clusters Score -2710034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -2710052.000000 Penalty: 4887.991699
	Iteration 19Q: 3 clusters Score -2710052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -2710062.500000 Penalty: 4887.991699
	Iteration 20F: 3 clusters Score -2710062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -2710071.000000 Penalty: 4887.991699
	Iteration 21Q: 3 clusters Score -2710071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -2710081.000000 Penalty: 4887.991699
	Iteration 22Q: 3 clusters Score -2710081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -2710087.000000 Penalty: 4887.991699
	Iteration 23Q: 3 clusters Score -2710087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -2710096.250000 Penalty: 4887.991699
	Iteration 24Q: 3 clusters Score -2710096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -2710097.000000 Penalty: 4887.991699
	Iteration 25Q: 3 clusters Score -2710097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -2710099.000000 Penalty: 4887.991699
	Iteration 26Q: 3 clusters Score -2710099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -2710099.000000 Penalty: 4887.991699
	Iteration 27F: 3 clusters Score -2710099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (126329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126329 members 
Entering Unmasked Estep 
Score: -17895752.000000 Penalty: 2913.167969
	Iteration 0F: 2 clusters Score -1.789575e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62785 members 
Mstep: Class 2 contains 63544 members 
Entering Unmasked Estep 
Score: -17814752.000000 Penalty: 5826.335938
	Iteration 0F: 3 clusters Score -1.781475e+07 nChanged 60059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58944 members 
Mstep: Class 2 contains 67385 members 
Entering Unmasked Estep 
Score: -17849542.000000 Penalty: 5826.335938
	Iteration 1F: 3 clusters Score -1.784954e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56277 members 
Mstep: Class 2 contains 70052 members 
Entering Unmasked Estep 
Score: -17850730.000000 Penalty: 5826.335938
	Iteration 2Q: 3 clusters Score -1.785073e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52192 members 
Mstep: Class 2 contains 74137 members 
Entering Unmasked Estep 
Score: -17852446.000000 Penalty: 5826.335938
	Iteration 3Q: 3 clusters Score -1.785245e+07 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 80288 members 
Entering Unmasked Estep 
Score: -17855552.000000 Penalty: 5826.335938
	Iteration 4F: 3 clusters Score -1.785555e+07 nChanged 8867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 89137 members 
Entering Unmasked Estep 
Score: -17861112.000000 Penalty: 5826.335938
	Iteration 5F: 3 clusters Score -1.786111e+07 nChanged 11396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 100527 members 
Entering Unmasked Estep 
Score: -17869952.000000 Penalty: 5826.335938
	Iteration 6F: 3 clusters Score -1.786995e+07 nChanged 11505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 112030 members 
Entering Unmasked Estep 
Score: -17879872.000000 Penalty: 5826.335938
	Iteration 7F: 3 clusters Score -1.787987e+07 nChanged 8267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 120297 members 
Entering Unmasked Estep 
Score: -17887258.000000 Penalty: 5826.335938
	Iteration 8F: 3 clusters Score -1.788726e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 124209 members 
Entering Unmasked Estep 
Score: -17891118.000000 Penalty: 5826.335938
	Iteration 9Q: 3 clusters Score -1.789112e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 125534 members 
Entering Unmasked Estep 
Score: -17892382.000000 Penalty: 5826.335938
	Iteration 10Q: 3 clusters Score -1.789238e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 125899 members 
Entering Unmasked Estep 
Score: -17892836.000000 Penalty: 5826.335938
	Iteration 11Q: 3 clusters Score -1.789284e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 125991 members 
Entering Unmasked Estep 
Score: -17893004.000000 Penalty: 5826.335938
	Iteration 12Q: 3 clusters Score -1.7893e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 126030 members 
Entering Unmasked Estep 
Score: -17893042.000000 Penalty: 5826.335938
	Iteration 13Q: 3 clusters Score -1.789304e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 126043 members 
Entering Unmasked Estep 
Score: -17893076.000000 Penalty: 5826.335938
	Iteration 14Q: 3 clusters Score -1.789308e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 126047 members 
Entering Unmasked Estep 
Score: -17893110.000000 Penalty: 5826.335938
	Iteration 15Q: 3 clusters Score -1.789311e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 126052 members 
Entering Unmasked Estep 
Score: -17893110.000000 Penalty: 5826.335938
	Iteration 16Q: 3 clusters Score -1.789311e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 126054 members 
Entering Unmasked Estep 
Score: -17893112.000000 Penalty: 5826.335938
	Iteration 17Q: 3 clusters Score -1.789311e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 126055 members 
Entering Unmasked Estep 
Score: -17893130.000000 Penalty: 5826.335938
	Iteration 18Q: 3 clusters Score -1.789313e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 126060 members 
Entering Unmasked Estep 
Score: -17893142.000000 Penalty: 5826.335938
	Iteration 19Q: 3 clusters Score -1.789314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 126064 members 
Entering Unmasked Estep 
Score: -17893150.000000 Penalty: 5826.335938
	Iteration 20F: 3 clusters Score -1.789315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 126065 members 
Entering Unmasked Estep 
Score: -17893164.000000 Penalty: 5826.335938
	Iteration 21Q: 3 clusters Score -1.789316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 126066 members 
Entering Unmasked Estep 
Score: -17893170.000000 Penalty: 5826.335938
	Iteration 22Q: 3 clusters Score -1.789317e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 126065 members 
Entering Unmasked Estep 
Score: -17893178.000000 Penalty: 5826.335938
	Iteration 23Q: 3 clusters Score -1.789318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 126063 members 
Entering Unmasked Estep 
Score: -17893172.000000 Penalty: 5826.335938
	Iteration 24Q: 3 clusters Score -1.789317e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 126064 members 
Entering Unmasked Estep 
Score: -17893170.000000 Penalty: 5826.335938
	Iteration 25Q: 3 clusters Score -1.789317e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 126064 members 
Entering Unmasked Estep 
Score: -17893170.000000 Penalty: 5826.335938
	Iteration 26F: 3 clusters Score -1.789317e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -81528.085938 Penalty: 1584.779663
	Iteration 0F: 2 clusters Score -81528.09 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 306 members 
Entering Unmasked Estep 
Score: -79906.679688 Penalty: 3169.559326
	Iteration 0F: 3 clusters Score -79906.68 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -80077.257812 Penalty: 3169.559326
	Iteration 1F: 3 clusters Score -80077.26 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -80155.218750 Penalty: 3169.559326
	Iteration 2F: 3 clusters Score -80155.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -80184.828125 Penalty: 3169.559326
	Iteration 3Q: 3 clusters Score -80184.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -80198.765625 Penalty: 3169.559326
	Iteration 4Q: 3 clusters Score -80198.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -80212.343750 Penalty: 3169.559326
	Iteration 5Q: 3 clusters Score -80212.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -80216.023438 Penalty: 3169.559326
	Iteration 6Q: 3 clusters Score -80216.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -80217.773438 Penalty: 3169.559326
	Iteration 7Q: 3 clusters Score -80217.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -80219.625000 Penalty: 3169.559326
	Iteration 8Q: 3 clusters Score -80219.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -80224.312500 Penalty: 3169.559326
	Iteration 9Q: 3 clusters Score -80224.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -80224.312500 Penalty: 3169.559326
	Iteration 10F: 3 clusters Score -80224.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Entering Unmasked Estep 
Score: -642147.375000 Penalty: 2091.585205
	Iteration 0F: 2 clusters Score -642147.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -637879.312500 Penalty: 4183.170410
	Iteration 0F: 3 clusters Score -637879.3 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -638810.437500 Penalty: 4183.170410
	Iteration 1F: 3 clusters Score -638810.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -638993.062500 Penalty: 4183.170410
	Iteration 2F: 3 clusters Score -638993.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -639106.562500 Penalty: 4183.170410
	Iteration 3Q: 3 clusters Score -639106.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -639189.562500 Penalty: 4183.170410
	Iteration 4Q: 3 clusters Score -639189.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -639255.937500 Penalty: 4183.170410
	Iteration 5Q: 3 clusters Score -639255.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -639299.062500 Penalty: 4183.170410
	Iteration 6Q: 3 clusters Score -639299.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -639340.500000 Penalty: 4183.170410
	Iteration 7Q: 3 clusters Score -639340.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -639368.500000 Penalty: 4183.170410
	Iteration 8Q: 3 clusters Score -639368.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -639399.500000 Penalty: 4183.170410
	Iteration 9Q: 3 clusters Score -639399.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -639421.875000 Penalty: 4183.170410
	Iteration 10Q: 3 clusters Score -639421.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -639445.812500 Penalty: 4183.170410
	Iteration 11Q: 3 clusters Score -639445.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -639471.187500 Penalty: 4183.170410
	Iteration 12Q: 3 clusters Score -639471.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -639500.437500 Penalty: 4183.170410
	Iteration 13Q: 3 clusters Score -639500.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -639540.625000 Penalty: 4183.170410
	Iteration 14Q: 3 clusters Score -639540.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -639573.562500 Penalty: 4183.170410
	Iteration 15Q: 3 clusters Score -639573.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -639617.312500 Penalty: 4183.170410
	Iteration 16Q: 3 clusters Score -639617.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -639655.750000 Penalty: 4183.170410
	Iteration 17Q: 3 clusters Score -639655.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -639684.562500 Penalty: 4183.170410
	Iteration 18Q: 3 clusters Score -639684.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -639727.000000 Penalty: 4183.170410
	Iteration 19Q: 3 clusters Score -639727 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -639769.562500 Penalty: 4183.170410
	Iteration 20F: 3 clusters Score -639769.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -639815.812500 Penalty: 4183.170410
	Iteration 21Q: 3 clusters Score -639815.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -639865.000000 Penalty: 4183.170410
	Iteration 22Q: 3 clusters Score -639865 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -639910.187500 Penalty: 4183.170410
	Iteration 23Q: 3 clusters Score -639910.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -639959.000000 Penalty: 4183.170410
	Iteration 24Q: 3 clusters Score -639959 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -640005.562500 Penalty: 4183.170410
	Iteration 25Q: 3 clusters Score -640005.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -640035.937500 Penalty: 4183.170410
	Iteration 26Q: 3 clusters Score -640035.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -640069.312500 Penalty: 4183.170410
	Iteration 27Q: 3 clusters Score -640069.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -640101.000000 Penalty: 4183.170410
	Iteration 28Q: 3 clusters Score -640101 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -640127.062500 Penalty: 4183.170410
	Iteration 29Q: 3 clusters Score -640127.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -640154.562500 Penalty: 4183.170410
	Iteration 30Q: 3 clusters Score -640154.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -640181.250000 Penalty: 4183.170410
	Iteration 31Q: 3 clusters Score -640181.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -640205.562500 Penalty: 4183.170410
	Iteration 32Q: 3 clusters Score -640205.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -640224.125000 Penalty: 4183.170410
	Iteration 33Q: 3 clusters Score -640224.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -640237.562500 Penalty: 4183.170410
	Iteration 34Q: 3 clusters Score -640237.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -640251.312500 Penalty: 4183.170410
	Iteration 35Q: 3 clusters Score -640251.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -640259.625000 Penalty: 4183.170410
	Iteration 36Q: 3 clusters Score -640259.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -640267.562500 Penalty: 4183.170410
	Iteration 37Q: 3 clusters Score -640267.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -640269.562500 Penalty: 4183.170410
	Iteration 38Q: 3 clusters Score -640269.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -640271.625000 Penalty: 4183.170410
	Iteration 39Q: 3 clusters Score -640271.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -640273.250000 Penalty: 4183.170410
	Iteration 40F: 3 clusters Score -640273.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -640273.937500 Penalty: 4183.170410
	Iteration 41Q: 3 clusters Score -640273.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -640278.250000 Penalty: 4183.170410
	Iteration 42Q: 3 clusters Score -640278.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -640281.937500 Penalty: 4183.170410
	Iteration 43Q: 3 clusters Score -640281.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -640283.750000 Penalty: 4183.170410
	Iteration 44Q: 3 clusters Score -640283.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -640287.375000 Penalty: 4183.170410
	Iteration 45Q: 3 clusters Score -640287.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -640295.687500 Penalty: 4183.170410
	Iteration 46Q: 3 clusters Score -640295.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -640301.062500 Penalty: 4183.170410
	Iteration 47Q: 3 clusters Score -640301.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -640303.000000 Penalty: 4183.170410
	Iteration 48Q: 3 clusters Score -640303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -640309.375000 Penalty: 4183.170410
	Iteration 49Q: 3 clusters Score -640309.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -640311.625000 Penalty: 4183.170410
	Iteration 50Q: 3 clusters Score -640311.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -640315.375000 Penalty: 4183.170410
	Iteration 51Q: 3 clusters Score -640315.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -640318.250000 Penalty: 4183.170410
	Iteration 52Q: 3 clusters Score -640318.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -640319.312500 Penalty: 4183.170410
	Iteration 53Q: 3 clusters Score -640319.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -640319.875000 Penalty: 4183.170410
	Iteration 54Q: 3 clusters Score -640319.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -640319.875000 Penalty: 4183.170410
	Iteration 55F: 3 clusters Score -640319.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Entering Unmasked Estep 
Score: -284076.687500 Penalty: 1893.195679
	Iteration 0F: 2 clusters Score -284076.7 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 1019 members 
Entering Unmasked Estep 
Score: -281379.406250 Penalty: 3786.391357
	Iteration 0F: 3 clusters Score -281379.4 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -281891.968750 Penalty: 3786.391357
	Iteration 1F: 3 clusters Score -281892 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -282041.000000 Penalty: 3786.391357
	Iteration 2F: 3 clusters Score -282041 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -282128.687500 Penalty: 3786.391357
	Iteration 3Q: 3 clusters Score -282128.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -282174.937500 Penalty: 3786.391357
	Iteration 4Q: 3 clusters Score -282174.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -282206.843750 Penalty: 3786.391357
	Iteration 5Q: 3 clusters Score -282206.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -282232.312500 Penalty: 3786.391357
	Iteration 6Q: 3 clusters Score -282232.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -282259.156250 Penalty: 3786.391357
	Iteration 7Q: 3 clusters Score -282259.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -282276.531250 Penalty: 3786.391357
	Iteration 8Q: 3 clusters Score -282276.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -282284.937500 Penalty: 3786.391357
	Iteration 9Q: 3 clusters Score -282284.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -282291.093750 Penalty: 3786.391357
	Iteration 10Q: 3 clusters Score -282291.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -282292.343750 Penalty: 3786.391357
	Iteration 11Q: 3 clusters Score -282292.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -282293.375000 Penalty: 3786.391357
	Iteration 12Q: 3 clusters Score -282293.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -282294.750000 Penalty: 3786.391357
	Iteration 13Q: 3 clusters Score -282294.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -282295.468750 Penalty: 3786.391357
	Iteration 14Q: 3 clusters Score -282295.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -282295.468750 Penalty: 3786.391357
	Iteration 15F: 3 clusters Score -282295.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (168923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168923 members 
Entering Unmasked Estep 
Score: -23537230.000000 Penalty: 2985.225098
	Iteration 0F: 2 clusters Score -2.353723e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84311 members 
Mstep: Class 2 contains 84612 members 
Entering Unmasked Estep 
Score: -23430898.000000 Penalty: 5970.450195
	Iteration 0F: 3 clusters Score -2.34309e+07 nChanged 81296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81843 members 
Mstep: Class 2 contains 87080 members 
Entering Unmasked Estep 
Score: -23478146.000000 Penalty: 5970.450195
	Iteration 1F: 3 clusters Score -2.347815e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80312 members 
Mstep: Class 2 contains 88611 members 
Entering Unmasked Estep 
Score: -23479110.000000 Penalty: 5970.450195
	Iteration 2Q: 3 clusters Score -2.347911e+07 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77903 members 
Mstep: Class 2 contains 91020 members 
Entering Unmasked Estep 
Score: -23480070.000000 Penalty: 5970.450195
	Iteration 3Q: 3 clusters Score -2.348007e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74138 members 
Mstep: Class 2 contains 94785 members 
Entering Unmasked Estep 
Score: -23481702.000000 Penalty: 5970.450195
	Iteration 4Q: 3 clusters Score -2.34817e+07 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68427 members 
Mstep: Class 2 contains 100496 members 
Entering Unmasked Estep 
Score: -23484364.000000 Penalty: 5970.450195
	Iteration 5Q: 3 clusters Score -2.348436e+07 nChanged 9273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59910 members 
Mstep: Class 2 contains 109013 members 
Entering Unmasked Estep 
Score: -23488908.000000 Penalty: 5970.450195
	Iteration 6F: 3 clusters Score -2.348891e+07 nChanged 12528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47814 members 
Mstep: Class 2 contains 121109 members 
Entering Unmasked Estep 
Score: -23497556.000000 Penalty: 5970.450195
	Iteration 7F: 3 clusters Score -2.349756e+07 nChanged 15333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Mstep: Class 2 contains 136232 members 
Entering Unmasked Estep 
Score: -23511100.000000 Penalty: 5970.450195
	Iteration 8F: 3 clusters Score -2.35111e+07 nChanged 14697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 150865 members 
Entering Unmasked Estep 
Score: -23525524.000000 Penalty: 5970.450195
	Iteration 9F: 3 clusters Score -2.352552e+07 nChanged 9633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 160480 members 
Entering Unmasked Estep 
Score: -23533504.000000 Penalty: 5970.450195
	Iteration 10F: 3 clusters Score -2.35335e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 165239 members 
Entering Unmasked Estep 
Score: -23535184.000000 Penalty: 5970.450195
	Iteration 11Q: 3 clusters Score -2.353518e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 167136 members 
Entering Unmasked Estep 
Score: -23535434.000000 Penalty: 5970.450195
	Iteration 12Q: 3 clusters Score -2.353543e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 167732 members 
Entering Unmasked Estep 
Score: -23535462.000000 Penalty: 5970.450195
	Iteration 13Q: 3 clusters Score -2.353546e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 167974 members 
Entering Unmasked Estep 
Score: -23535456.000000 Penalty: 5970.450195
	Iteration 14Q: 3 clusters Score -2.353546e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 168105 members 
Entering Unmasked Estep 
Score: -23535422.000000 Penalty: 5970.450195
	Iteration 15Q: 3 clusters Score -2.353542e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 168181 members 
Entering Unmasked Estep 
Score: -23535418.000000 Penalty: 5970.450195
	Iteration 16Q: 3 clusters Score -2.353542e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 168229 members 
Entering Unmasked Estep 
Score: -23535408.000000 Penalty: 5970.450195
	Iteration 17Q: 3 clusters Score -2.353541e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 168257 members 
Entering Unmasked Estep 
Score: -23535396.000000 Penalty: 5970.450195
	Iteration 18Q: 3 clusters Score -2.35354e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 168277 members 
Entering Unmasked Estep 
Score: -23535372.000000 Penalty: 5970.450195
	Iteration 19Q: 3 clusters Score -2.353537e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 168298 members 
Entering Unmasked Estep 
Score: -23535344.000000 Penalty: 5970.450195
	Iteration 20F: 3 clusters Score -2.353534e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 168317 members 
Entering Unmasked Estep 
Score: -23535332.000000 Penalty: 5970.450195
	Iteration 21Q: 3 clusters Score -2.353533e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 168333 members 
Entering Unmasked Estep 
Score: -23535334.000000 Penalty: 5970.450195
	Iteration 22Q: 3 clusters Score -2.353533e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 168343 members 
Entering Unmasked Estep 
Score: -23535318.000000 Penalty: 5970.450195
	Iteration 23Q: 3 clusters Score -2.353532e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 168351 members 
Entering Unmasked Estep 
Score: -23535342.000000 Penalty: 5970.450195
	Iteration 24Q: 3 clusters Score -2.353534e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 168354 members 
Entering Unmasked Estep 
Score: -23535334.000000 Penalty: 5970.450195
	Iteration 25Q: 3 clusters Score -2.353533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 168358 members 
Entering Unmasked Estep 
Score: -23535328.000000 Penalty: 5970.450195
	Iteration 26Q: 3 clusters Score -2.353533e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 168359 members 
Entering Unmasked Estep 
Score: -23535346.000000 Penalty: 5970.450195
	Iteration 27Q: 3 clusters Score -2.353535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 168361 members 
Entering Unmasked Estep 
Score: -23535328.000000 Penalty: 5970.450195
	Iteration 28Q: 3 clusters Score -2.353533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 168365 members 
Entering Unmasked Estep 
Score: -23535330.000000 Penalty: 5970.450195
	Iteration 29Q: 3 clusters Score -2.353533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 168367 members 
Entering Unmasked Estep 
Score: -23535328.000000 Penalty: 5970.450195
	Iteration 30Q: 3 clusters Score -2.353533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 168368 members 
Entering Unmasked Estep 
Score: -23535336.000000 Penalty: 5970.450195
	Iteration 31Q: 3 clusters Score -2.353534e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 168368 members 
Entering Unmasked Estep 
Score: -23535336.000000 Penalty: 5970.450195
	Iteration 32F: 3 clusters Score -2.353534e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (65626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65626 members 
Entering Unmasked Estep 
Score: -9242306.000000 Penalty: 2750.748291
	Iteration 0F: 2 clusters Score -9242306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32945 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -9198308.000000 Penalty: 5501.496582
	Iteration 0F: 3 clusters Score -9198308 nChanged 30451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -9215445.000000 Penalty: 5501.496582
	Iteration 1F: 3 clusters Score -9215445 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -9216086.000000 Penalty: 5501.496582
	Iteration 2Q: 3 clusters Score -9216086 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -9216703.000000 Penalty: 5501.496582
	Iteration 3Q: 3 clusters Score -9216703 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35399 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -9217619.000000 Penalty: 5501.496582
	Iteration 4Q: 3 clusters Score -9217619 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -9218680.000000 Penalty: 5501.496582
	Iteration 5Q: 3 clusters Score -9218680 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -9220199.000000 Penalty: 5501.496582
	Iteration 6Q: 3 clusters Score -9220199 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -9222235.000000 Penalty: 5501.496582
	Iteration 7F: 3 clusters Score -9222235 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -9224708.000000 Penalty: 5501.496582
	Iteration 8F: 3 clusters Score -9224708 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45627 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -9227246.000000 Penalty: 5501.496582
	Iteration 9F: 3 clusters Score -9227246 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48001 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -9229496.000000 Penalty: 5501.496582
	Iteration 10F: 3 clusters Score -9229496 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49990 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -9231116.000000 Penalty: 5501.496582
	Iteration 11Q: 3 clusters Score -9231116 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51674 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -9232245.000000 Penalty: 5501.496582
	Iteration 12Q: 3 clusters Score -9232245 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53186 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -9233173.000000 Penalty: 5501.496582
	Iteration 13Q: 3 clusters Score -9233173 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54605 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -9233893.000000 Penalty: 5501.496582
	Iteration 14Q: 3 clusters Score -9233893 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55946 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -9234611.000000 Penalty: 5501.496582
	Iteration 15Q: 3 clusters Score -9234611 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57182 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -9235239.000000 Penalty: 5501.496582
	Iteration 16Q: 3 clusters Score -9235239 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58355 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -9235881.000000 Penalty: 5501.496582
	Iteration 17Q: 3 clusters Score -9235881 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59473 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -9236497.000000 Penalty: 5501.496582
	Iteration 18Q: 3 clusters Score -9236497 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60599 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -9237113.000000 Penalty: 5501.496582
	Iteration 19Q: 3 clusters Score -9237113 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61615 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -9237733.000000 Penalty: 5501.496582
	Iteration 20F: 3 clusters Score -9237733 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62445 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -9238258.000000 Penalty: 5501.496582
	Iteration 21Q: 3 clusters Score -9238258 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63144 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -9238671.000000 Penalty: 5501.496582
	Iteration 22Q: 3 clusters Score -9238671 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63699 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -9238999.000000 Penalty: 5501.496582
	Iteration 23Q: 3 clusters Score -9238999 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64123 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -9239277.000000 Penalty: 5501.496582
	Iteration 24Q: 3 clusters Score -9239277 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64419 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -9239461.000000 Penalty: 5501.496582
	Iteration 25Q: 3 clusters Score -9239461 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64594 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -9239576.000000 Penalty: 5501.496582
	Iteration 26Q: 3 clusters Score -9239576 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64704 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -9239660.000000 Penalty: 5501.496582
	Iteration 27Q: 3 clusters Score -9239660 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64799 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -9239716.000000 Penalty: 5501.496582
	Iteration 28Q: 3 clusters Score -9239716 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64865 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -9239748.000000 Penalty: 5501.496582
	Iteration 29Q: 3 clusters Score -9239748 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64913 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -9239780.000000 Penalty: 5501.496582
	Iteration 30Q: 3 clusters Score -9239780 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64957 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -9239812.000000 Penalty: 5501.496582
	Iteration 31Q: 3 clusters Score -9239812 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64992 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -9239840.000000 Penalty: 5501.496582
	Iteration 32Q: 3 clusters Score -9239840 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65021 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -9239870.000000 Penalty: 5501.496582
	Iteration 33Q: 3 clusters Score -9239870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65039 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -9239887.000000 Penalty: 5501.496582
	Iteration 34Q: 3 clusters Score -9239887 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65059 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -9239892.000000 Penalty: 5501.496582
	Iteration 35Q: 3 clusters Score -9239892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65071 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -9239905.000000 Penalty: 5501.496582
	Iteration 36Q: 3 clusters Score -9239905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65081 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -9239917.000000 Penalty: 5501.496582
	Iteration 37Q: 3 clusters Score -9239917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65088 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -9239929.000000 Penalty: 5501.496582
	Iteration 38Q: 3 clusters Score -9239929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65102 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -9239936.000000 Penalty: 5501.496582
	Iteration 39Q: 3 clusters Score -9239936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65114 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -9239949.000000 Penalty: 5501.496582
	Iteration 40F: 3 clusters Score -9239949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65121 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -9239957.000000 Penalty: 5501.496582
	Iteration 41Q: 3 clusters Score -9239957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65128 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -9239958.000000 Penalty: 5501.496582
	Iteration 42Q: 3 clusters Score -9239958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65134 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -9239955.000000 Penalty: 5501.496582
	Iteration 43Q: 3 clusters Score -9239955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65139 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -9239965.000000 Penalty: 5501.496582
	Iteration 44Q: 3 clusters Score -9239965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65143 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -9239971.000000 Penalty: 5501.496582
	Iteration 45Q: 3 clusters Score -9239971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65148 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -9239967.000000 Penalty: 5501.496582
	Iteration 46Q: 3 clusters Score -9239967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65151 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -9239967.000000 Penalty: 5501.496582
	Iteration 47Q: 3 clusters Score -9239967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65151 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -9239967.000000 Penalty: 5501.496582
	Iteration 48F: 3 clusters Score -9239967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (33489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Entering Unmasked Estep 
Score: -4742417.000000 Penalty: 2583.905029
	Iteration 0F: 2 clusters Score -4742417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -4719584.500000 Penalty: 5167.810059
	Iteration 0F: 3 clusters Score -4719584 nChanged 15123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -4727805.000000 Penalty: 5167.810059
	Iteration 1F: 3 clusters Score -4727805 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -4728409.000000 Penalty: 5167.810059
	Iteration 2Q: 3 clusters Score -4728409 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -4729136.500000 Penalty: 5167.810059
	Iteration 3Q: 3 clusters Score -4729136 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -4730109.500000 Penalty: 5167.810059
	Iteration 4F: 3 clusters Score -4730110 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -4731582.500000 Penalty: 5167.810059
	Iteration 5F: 3 clusters Score -4731582 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -4733644.500000 Penalty: 5167.810059
	Iteration 6F: 3 clusters Score -4733644 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -4736366.000000 Penalty: 5167.810059
	Iteration 7F: 3 clusters Score -4736366 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -4738684.500000 Penalty: 5167.810059
	Iteration 8F: 3 clusters Score -4738684 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -4740246.000000 Penalty: 5167.810059
	Iteration 9Q: 3 clusters Score -4740246 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -4741045.000000 Penalty: 5167.810059
	Iteration 10Q: 3 clusters Score -4741045 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -4741438.500000 Penalty: 5167.810059
	Iteration 11Q: 3 clusters Score -4741438 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -4741604.500000 Penalty: 5167.810059
	Iteration 12Q: 3 clusters Score -4741604 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -4741664.000000 Penalty: 5167.810059
	Iteration 13Q: 3 clusters Score -4741664 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -4741690.000000 Penalty: 5167.810059
	Iteration 14Q: 3 clusters Score -4741690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 32772 members 
Entering Unmasked Estep 
Score: -4741698.500000 Penalty: 5167.810059
	Iteration 15Q: 3 clusters Score -4741698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -4741715.000000 Penalty: 5167.810059
	Iteration 16Q: 3 clusters Score -4741715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -4741722.000000 Penalty: 5167.810059
	Iteration 17Q: 3 clusters Score -4741722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -4741730.500000 Penalty: 5167.810059
	Iteration 18Q: 3 clusters Score -4741730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 32779 members 
Entering Unmasked Estep 
Score: -4741732.500000 Penalty: 5167.810059
	Iteration 19Q: 3 clusters Score -4741732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 32780 members 
Entering Unmasked Estep 
Score: -4741992.500000 Penalty: 5167.810059
	Iteration 20F: 3 clusters Score -4741992 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 32727 members 
Entering Unmasked Estep 
Score: -4742090.500000 Penalty: 5167.810059
	Iteration 21Q: 3 clusters Score -4742090 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 32692 members 
Entering Unmasked Estep 
Score: -4742133.000000 Penalty: 5167.810059
	Iteration 22Q: 3 clusters Score -4742133 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -4742151.000000 Penalty: 5167.810059
	Iteration 23Q: 3 clusters Score -4742151 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
Score: -4742165.000000 Penalty: 5167.810059
	Iteration 24Q: 3 clusters Score -4742165 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
Score: -4742174.000000 Penalty: 5167.810059
	Iteration 25Q: 3 clusters Score -4742174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -4742178.000000 Penalty: 5167.810059
	Iteration 26Q: 3 clusters Score -4742178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -4742186.000000 Penalty: 5167.810059
	Iteration 27Q: 3 clusters Score -4742186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -4742185.500000 Penalty: 5167.810059
	Iteration 28Q: 3 clusters Score -4742186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -4742186.000000 Penalty: 5167.810059
	Iteration 29Q: 3 clusters Score -4742186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -4742181.000000 Penalty: 5167.810059
	Iteration 30Q: 3 clusters Score -4742181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -4742189.500000 Penalty: 5167.810059
	Iteration 31Q: 3 clusters Score -4742190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -4742185.500000 Penalty: 5167.810059
	Iteration 32Q: 3 clusters Score -4742186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -4742184.000000 Penalty: 5167.810059
	Iteration 33Q: 3 clusters Score -4742184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -4742182.500000 Penalty: 5167.810059
	Iteration 34Q: 3 clusters Score -4742182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -4742178.500000 Penalty: 5167.810059
	Iteration 35Q: 3 clusters Score -4742178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -4742178.500000 Penalty: 5167.810059
	Iteration 36F: 3 clusters Score -4742178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Entering Unmasked Estep 
Score: -2068459.875000 Penalty: 2377.233887
	Iteration 0F: 2 clusters Score -2068460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -2057883.000000 Penalty: 4754.467773
	Iteration 0F: 3 clusters Score -2057883 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2061299.125000 Penalty: 4754.467773
	Iteration 1F: 3 clusters Score -2061299 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -2061735.125000 Penalty: 4754.467773
	Iteration 2F: 3 clusters Score -2061735 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -2062140.375000 Penalty: 4754.467773
	Iteration 3F: 3 clusters Score -2062140 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -2062525.125000 Penalty: 4754.467773
	Iteration 4F: 3 clusters Score -2062525 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -2062956.875000 Penalty: 4754.467773
	Iteration 5F: 3 clusters Score -2062957 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -2063464.000000 Penalty: 4754.467773
	Iteration 6F: 3 clusters Score -2063464 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -2064016.625000 Penalty: 4754.467773
	Iteration 7F: 3 clusters Score -2064017 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2064648.375000 Penalty: 4754.467773
	Iteration 8F: 3 clusters Score -2064648 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2065277.250000 Penalty: 4754.467773
	Iteration 9Q: 3 clusters Score -2065277 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2065691.875000 Penalty: 4754.467773
	Iteration 10Q: 3 clusters Score -2065692 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2065933.250000 Penalty: 4754.467773
	Iteration 11Q: 3 clusters Score -2065933 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2066100.000000 Penalty: 4754.467773
	Iteration 12Q: 3 clusters Score -2066100 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2066195.125000 Penalty: 4754.467773
	Iteration 13Q: 3 clusters Score -2066195 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2066269.625000 Penalty: 4754.467773
	Iteration 14Q: 3 clusters Score -2066270 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2066325.250000 Penalty: 4754.467773
	Iteration 15Q: 3 clusters Score -2066325 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2066364.250000 Penalty: 4754.467773
	Iteration 16Q: 3 clusters Score -2066364 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2066389.875000 Penalty: 4754.467773
	Iteration 17Q: 3 clusters Score -2066390 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2066417.875000 Penalty: 4754.467773
	Iteration 18Q: 3 clusters Score -2066418 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2066449.125000 Penalty: 4754.467773
	Iteration 19Q: 3 clusters Score -2066449 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2066481.750000 Penalty: 4754.467773
	Iteration 20F: 3 clusters Score -2066482 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2066500.000000 Penalty: 4754.467773
	Iteration 21Q: 3 clusters Score -2066500 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2066509.500000 Penalty: 4754.467773
	Iteration 22Q: 3 clusters Score -2066510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2066515.000000 Penalty: 4754.467773
	Iteration 23Q: 3 clusters Score -2066515 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2066531.375000 Penalty: 4754.467773
	Iteration 24Q: 3 clusters Score -2066531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2066536.625000 Penalty: 4754.467773
	Iteration 25Q: 3 clusters Score -2066537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2066538.500000 Penalty: 4754.467773
	Iteration 26Q: 3 clusters Score -2066538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2066546.500000 Penalty: 4754.467773
	Iteration 27Q: 3 clusters Score -2066546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2066555.625000 Penalty: 4754.467773
	Iteration 28Q: 3 clusters Score -2066556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2066559.125000 Penalty: 4754.467773
	Iteration 29Q: 3 clusters Score -2066559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2066559.125000 Penalty: 4754.467773
	Iteration 30Q: 3 clusters Score -2066559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2066563.125000 Penalty: 4754.467773
	Iteration 31Q: 3 clusters Score -2066563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2066561.250000 Penalty: 4754.467773
	Iteration 32Q: 3 clusters Score -2066561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2066562.500000 Penalty: 4754.467773
	Iteration 33Q: 3 clusters Score -2066562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2066566.250000 Penalty: 4754.467773
	Iteration 34Q: 3 clusters Score -2066566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2066566.000000 Penalty: 4754.467773
	Iteration 35Q: 3 clusters Score -2066566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2066566.000000 Penalty: 4754.467773
	Iteration 36F: 3 clusters Score -2066566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (176295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176295 members 
Entering Unmasked Estep 
Score: -24845850.000000 Penalty: 2995.818604
	Iteration 0F: 2 clusters Score -2.484585e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88495 members 
Mstep: Class 2 contains 87800 members 
Entering Unmasked Estep 
Score: -24737736.000000 Penalty: 5991.637207
	Iteration 0F: 3 clusters Score -2.473774e+07 nChanged 84496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94319 members 
Mstep: Class 2 contains 81976 members 
Entering Unmasked Estep 
Score: -24787076.000000 Penalty: 5991.637207
	Iteration 1F: 3 clusters Score -2.478708e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98254 members 
Mstep: Class 2 contains 78041 members 
Entering Unmasked Estep 
Score: -24788438.000000 Penalty: 5991.637207
	Iteration 2Q: 3 clusters Score -2.478844e+07 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104063 members 
Mstep: Class 2 contains 72232 members 
Entering Unmasked Estep 
Score: -24790648.000000 Penalty: 5991.637207
	Iteration 3Q: 3 clusters Score -2.479065e+07 nChanged 9044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112027 members 
Mstep: Class 2 contains 64268 members 
Entering Unmasked Estep 
Score: -24794248.000000 Penalty: 5991.637207
	Iteration 4F: 3 clusters Score -2.479425e+07 nChanged 10946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122157 members 
Mstep: Class 2 contains 54138 members 
Entering Unmasked Estep 
Score: -24800202.000000 Penalty: 5991.637207
	Iteration 5F: 3 clusters Score -2.48002e+07 nChanged 11943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133358 members 
Mstep: Class 2 contains 42937 members 
Entering Unmasked Estep 
Score: -24807750.000000 Penalty: 5991.637207
	Iteration 6F: 3 clusters Score -2.480775e+07 nChanged 10786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143112 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -24815714.000000 Penalty: 5991.637207
	Iteration 7F: 3 clusters Score -2.481571e+07 nChanged 8339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149697 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -24822112.000000 Penalty: 5991.637207
	Iteration 8Q: 3 clusters Score -2.482211e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153510 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -24827042.000000 Penalty: 5991.637207
	Iteration 9Q: 3 clusters Score -2.482704e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155832 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -24830632.000000 Penalty: 5991.637207
	Iteration 10Q: 3 clusters Score -2.483063e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157626 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -24833142.000000 Penalty: 5991.637207
	Iteration 11Q: 3 clusters Score -2.483314e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159321 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -24835178.000000 Penalty: 5991.637207
	Iteration 12Q: 3 clusters Score -2.483518e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160959 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -24836654.000000 Penalty: 5991.637207
	Iteration 13Q: 3 clusters Score -2.483665e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162580 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -24837854.000000 Penalty: 5991.637207
	Iteration 14Q: 3 clusters Score -2.483785e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164213 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -24839052.000000 Penalty: 5991.637207
	Iteration 15Q: 3 clusters Score -2.483905e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165819 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -24839950.000000 Penalty: 5991.637207
	Iteration 16Q: 3 clusters Score -2.483995e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167342 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -24841064.000000 Penalty: 5991.637207
	Iteration 17Q: 3 clusters Score -2.484106e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168785 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -24841894.000000 Penalty: 5991.637207
	Iteration 18Q: 3 clusters Score -2.484189e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170038 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -24842270.000000 Penalty: 5991.637207
	Iteration 19Q: 3 clusters Score -2.484227e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171129 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -24842534.000000 Penalty: 5991.637207
	Iteration 20F: 3 clusters Score -2.484253e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172046 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -24842706.000000 Penalty: 5991.637207
	Iteration 21Q: 3 clusters Score -2.484271e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172799 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -24842852.000000 Penalty: 5991.637207
	Iteration 22Q: 3 clusters Score -2.484285e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173365 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -24842998.000000 Penalty: 5991.637207
	Iteration 23Q: 3 clusters Score -2.4843e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173834 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -24843152.000000 Penalty: 5991.637207
	Iteration 24Q: 3 clusters Score -2.484315e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174168 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -24843222.000000 Penalty: 5991.637207
	Iteration 25Q: 3 clusters Score -2.484322e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174443 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -24843302.000000 Penalty: 5991.637207
	Iteration 26Q: 3 clusters Score -2.48433e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174656 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -24843392.000000 Penalty: 5991.637207
	Iteration 27Q: 3 clusters Score -2.484339e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174822 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -24843426.000000 Penalty: 5991.637207
	Iteration 28Q: 3 clusters Score -2.484343e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174939 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -24843402.000000 Penalty: 5991.637207
	Iteration 29Q: 3 clusters Score -2.48434e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175023 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -24843402.000000 Penalty: 5991.637207
	Iteration 30Q: 3 clusters Score -2.48434e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175087 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -24843444.000000 Penalty: 5991.637207
	Iteration 31Q: 3 clusters Score -2.484344e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175142 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -24843476.000000 Penalty: 5991.637207
	Iteration 32Q: 3 clusters Score -2.484348e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175189 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -24843476.000000 Penalty: 5991.637207
	Iteration 33Q: 3 clusters Score -2.484348e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175234 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -24843488.000000 Penalty: 5991.637207
	Iteration 34Q: 3 clusters Score -2.484349e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175266 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -24843474.000000 Penalty: 5991.637207
	Iteration 35Q: 3 clusters Score -2.484347e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175294 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -24843514.000000 Penalty: 5991.637207
	Iteration 36Q: 3 clusters Score -2.484351e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175319 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -24843496.000000 Penalty: 5991.637207
	Iteration 37Q: 3 clusters Score -2.48435e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175340 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -24843508.000000 Penalty: 5991.637207
	Iteration 38Q: 3 clusters Score -2.484351e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175359 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -24843516.000000 Penalty: 5991.637207
	Iteration 39Q: 3 clusters Score -2.484352e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175374 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -24843538.000000 Penalty: 5991.637207
	Iteration 40F: 3 clusters Score -2.484354e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175391 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -24843522.000000 Penalty: 5991.637207
	Iteration 41Q: 3 clusters Score -2.484352e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175406 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -24843518.000000 Penalty: 5991.637207
	Iteration 42Q: 3 clusters Score -2.484352e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175423 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -24843536.000000 Penalty: 5991.637207
	Iteration 43Q: 3 clusters Score -2.484354e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175444 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -24843534.000000 Penalty: 5991.637207
	Iteration 44Q: 3 clusters Score -2.484353e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175463 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -24843506.000000 Penalty: 5991.637207
	Iteration 45Q: 3 clusters Score -2.484351e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175480 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -24843530.000000 Penalty: 5991.637207
	Iteration 46Q: 3 clusters Score -2.484353e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175485 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -24843530.000000 Penalty: 5991.637207
	Iteration 47Q: 3 clusters Score -2.484353e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175494 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -24843538.000000 Penalty: 5991.637207
	Iteration 48Q: 3 clusters Score -2.484354e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175503 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -24843554.000000 Penalty: 5991.637207
	Iteration 49Q: 3 clusters Score -2.484355e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175509 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -24843552.000000 Penalty: 5991.637207
	Iteration 50Q: 3 clusters Score -2.484355e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175516 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -24843534.000000 Penalty: 5991.637207
	Iteration 51Q: 3 clusters Score -2.484353e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175521 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -24843538.000000 Penalty: 5991.637207
	Iteration 52Q: 3 clusters Score -2.484354e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175521 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -24843544.000000 Penalty: 5991.637207
	Iteration 53Q: 3 clusters Score -2.484354e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175522 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -24843542.000000 Penalty: 5991.637207
	Iteration 54Q: 3 clusters Score -2.484354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175521 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -24843542.000000 Penalty: 5991.637207
	Iteration 55Q: 3 clusters Score -2.484354e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175521 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -24843542.000000 Penalty: 5991.637207
	Iteration 56F: 3 clusters Score -2.484354e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Entering Unmasked Estep 
Score: -1729008.500000 Penalty: 2332.093262
	Iteration 0F: 2 clusters Score -1729008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1719839.625000 Penalty: 4664.186523
	Iteration 0F: 3 clusters Score -1719840 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1722605.750000 Penalty: 4664.186523
	Iteration 1F: 3 clusters Score -1722606 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1722959.000000 Penalty: 4664.186523
	Iteration 2F: 3 clusters Score -1722959 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1723214.000000 Penalty: 4664.186523
	Iteration 3Q: 3 clusters Score -1723214 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1723425.375000 Penalty: 4664.186523
	Iteration 4Q: 3 clusters Score -1723425 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1723639.750000 Penalty: 4664.186523
	Iteration 5Q: 3 clusters Score -1723640 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1723860.750000 Penalty: 4664.186523
	Iteration 6Q: 3 clusters Score -1723861 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1724124.000000 Penalty: 4664.186523
	Iteration 7Q: 3 clusters Score -1724124 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1724469.625000 Penalty: 4664.186523
	Iteration 8Q: 3 clusters Score -1724470 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1724830.375000 Penalty: 4664.186523
	Iteration 9Q: 3 clusters Score -1724830 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1725243.125000 Penalty: 4664.186523
	Iteration 10Q: 3 clusters Score -1725243 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1725628.125000 Penalty: 4664.186523
	Iteration 11Q: 3 clusters Score -1725628 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1725957.375000 Penalty: 4664.186523
	Iteration 12Q: 3 clusters Score -1725957 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1726215.625000 Penalty: 4664.186523
	Iteration 13Q: 3 clusters Score -1726216 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1726419.375000 Penalty: 4664.186523
	Iteration 14Q: 3 clusters Score -1726419 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1726585.250000 Penalty: 4664.186523
	Iteration 15Q: 3 clusters Score -1726585 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1726690.500000 Penalty: 4664.186523
	Iteration 16Q: 3 clusters Score -1726690 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1726754.375000 Penalty: 4664.186523
	Iteration 17Q: 3 clusters Score -1726754 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1726804.000000 Penalty: 4664.186523
	Iteration 18Q: 3 clusters Score -1726804 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1726844.875000 Penalty: 4664.186523
	Iteration 19Q: 3 clusters Score -1726845 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1726883.375000 Penalty: 4664.186523
	Iteration 20F: 3 clusters Score -1726883 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1726906.000000 Penalty: 4664.186523
	Iteration 21Q: 3 clusters Score -1726906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1726922.875000 Penalty: 4664.186523
	Iteration 22Q: 3 clusters Score -1726923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1726930.375000 Penalty: 4664.186523
	Iteration 23Q: 3 clusters Score -1726930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1726938.125000 Penalty: 4664.186523
	Iteration 24Q: 3 clusters Score -1726938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1726945.625000 Penalty: 4664.186523
	Iteration 25Q: 3 clusters Score -1726946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1726948.250000 Penalty: 4664.186523
	Iteration 26Q: 3 clusters Score -1726948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1726951.125000 Penalty: 4664.186523
	Iteration 27Q: 3 clusters Score -1726951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1726955.000000 Penalty: 4664.186523
	Iteration 28Q: 3 clusters Score -1726955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1726957.750000 Penalty: 4664.186523
	Iteration 29Q: 3 clusters Score -1726958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1726963.375000 Penalty: 4664.186523
	Iteration 30Q: 3 clusters Score -1726963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1726964.875000 Penalty: 4664.186523
	Iteration 31Q: 3 clusters Score -1726965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1726968.125000 Penalty: 4664.186523
	Iteration 32Q: 3 clusters Score -1726968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1726969.500000 Penalty: 4664.186523
	Iteration 33Q: 3 clusters Score -1726970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1726972.250000 Penalty: 4664.186523
	Iteration 34Q: 3 clusters Score -1726972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1726974.875000 Penalty: 4664.186523
	Iteration 35Q: 3 clusters Score -1726975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1726979.000000 Penalty: 4664.186523
	Iteration 36Q: 3 clusters Score -1726979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1726978.750000 Penalty: 4664.186523
	Iteration 37Q: 3 clusters Score -1726979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1726981.750000 Penalty: 4664.186523
	Iteration 38Q: 3 clusters Score -1726982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1726980.875000 Penalty: 4664.186523
	Iteration 39Q: 3 clusters Score -1726981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1726980.875000 Penalty: 4664.186523
	Iteration 40F: 3 clusters Score -1726981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Entering Unmasked Estep 
Score: -2504717.250000 Penalty: 2426.243408
	Iteration 0F: 2 clusters Score -2504717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2492158.000000 Penalty: 4852.486816
	Iteration 0F: 3 clusters Score -2492158 nChanged 7677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -2496264.250000 Penalty: 4852.486816
	Iteration 1F: 3 clusters Score -2496264 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -2496639.500000 Penalty: 4852.486816
	Iteration 2F: 3 clusters Score -2496640 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -2496908.250000 Penalty: 4852.486816
	Iteration 3Q: 3 clusters Score -2496908 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -2497161.000000 Penalty: 4852.486816
	Iteration 4Q: 3 clusters Score -2497161 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -2497408.500000 Penalty: 4852.486816
	Iteration 5Q: 3 clusters Score -2497408 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -2497725.500000 Penalty: 4852.486816
	Iteration 6Q: 3 clusters Score -2497726 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -2498093.750000 Penalty: 4852.486816
	Iteration 7Q: 3 clusters Score -2498094 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -2498512.750000 Penalty: 4852.486816
	Iteration 8Q: 3 clusters Score -2498513 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -2499020.250000 Penalty: 4852.486816
	Iteration 9Q: 3 clusters Score -2499020 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2499649.750000 Penalty: 4852.486816
	Iteration 10F: 3 clusters Score -2499650 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2500314.500000 Penalty: 4852.486816
	Iteration 11Q: 3 clusters Score -2500314 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2500914.500000 Penalty: 4852.486816
	Iteration 12Q: 3 clusters Score -2500914 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2501430.250000 Penalty: 4852.486816
	Iteration 13Q: 3 clusters Score -2501430 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2501820.750000 Penalty: 4852.486816
	Iteration 14Q: 3 clusters Score -2501821 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2502075.250000 Penalty: 4852.486816
	Iteration 15Q: 3 clusters Score -2502075 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2502241.000000 Penalty: 4852.486816
	Iteration 16Q: 3 clusters Score -2502241 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2502363.500000 Penalty: 4852.486816
	Iteration 17Q: 3 clusters Score -2502364 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2502429.750000 Penalty: 4852.486816
	Iteration 18Q: 3 clusters Score -2502430 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2502480.000000 Penalty: 4852.486816
	Iteration 19Q: 3 clusters Score -2502480 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2502509.500000 Penalty: 4852.486816
	Iteration 20F: 3 clusters Score -2502510 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2502533.750000 Penalty: 4852.486816
	Iteration 21Q: 3 clusters Score -2502534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2502549.000000 Penalty: 4852.486816
	Iteration 22Q: 3 clusters Score -2502549 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2502569.500000 Penalty: 4852.486816
	Iteration 23Q: 3 clusters Score -2502570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2502587.750000 Penalty: 4852.486816
	Iteration 24Q: 3 clusters Score -2502588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2502601.750000 Penalty: 4852.486816
	Iteration 25Q: 3 clusters Score -2502602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2502612.000000 Penalty: 4852.486816
	Iteration 26Q: 3 clusters Score -2502612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2502619.750000 Penalty: 4852.486816
	Iteration 27Q: 3 clusters Score -2502620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2502618.250000 Penalty: 4852.486816
	Iteration 28Q: 3 clusters Score -2502618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2502622.750000 Penalty: 4852.486816
	Iteration 29Q: 3 clusters Score -2502623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2502625.000000 Penalty: 4852.486816
	Iteration 30Q: 3 clusters Score -2502625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2502627.250000 Penalty: 4852.486816
	Iteration 31Q: 3 clusters Score -2502627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2502628.750000 Penalty: 4852.486816
	Iteration 32Q: 3 clusters Score -2502629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2502628.750000 Penalty: 4852.486816
	Iteration 33F: 3 clusters Score -2502629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (32340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32340 members 
Entering Unmasked Estep 
Score: -4592093.000000 Penalty: 2575.246826
	Iteration 0F: 2 clusters Score -4592093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -4569922.500000 Penalty: 5150.493652
	Iteration 0F: 3 clusters Score -4569922 nChanged 14608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -4577837.500000 Penalty: 5150.493652
	Iteration 1F: 3 clusters Score -4577838 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -4578447.500000 Penalty: 5150.493652
	Iteration 2F: 3 clusters Score -4578448 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -4579002.000000 Penalty: 5150.493652
	Iteration 3Q: 3 clusters Score -4579002 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -4579606.000000 Penalty: 5150.493652
	Iteration 4Q: 3 clusters Score -4579606 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -4580244.500000 Penalty: 5150.493652
	Iteration 5Q: 3 clusters Score -4580244 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -4581005.500000 Penalty: 5150.493652
	Iteration 6Q: 3 clusters Score -4581006 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -4582099.500000 Penalty: 5150.493652
	Iteration 7F: 3 clusters Score -4582100 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -4583405.000000 Penalty: 5150.493652
	Iteration 8F: 3 clusters Score -4583405 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -4584768.500000 Penalty: 5150.493652
	Iteration 9F: 3 clusters Score -4584768 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -4585946.000000 Penalty: 5150.493652
	Iteration 10F: 3 clusters Score -4585946 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -4586599.000000 Penalty: 5150.493652
	Iteration 11Q: 3 clusters Score -4586599 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -4586943.500000 Penalty: 5150.493652
	Iteration 12Q: 3 clusters Score -4586944 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -4587181.000000 Penalty: 5150.493652
	Iteration 13Q: 3 clusters Score -4587181 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -4587360.000000 Penalty: 5150.493652
	Iteration 14Q: 3 clusters Score -4587360 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -4587493.500000 Penalty: 5150.493652
	Iteration 15Q: 3 clusters Score -4587494 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -4587592.500000 Penalty: 5150.493652
	Iteration 16Q: 3 clusters Score -4587592 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -4587700.500000 Penalty: 5150.493652
	Iteration 17Q: 3 clusters Score -4587700 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -4587805.500000 Penalty: 5150.493652
	Iteration 18Q: 3 clusters Score -4587806 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -4587877.000000 Penalty: 5150.493652
	Iteration 19Q: 3 clusters Score -4587877 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -4587978.500000 Penalty: 5150.493652
	Iteration 20F: 3 clusters Score -4587978 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -4588050.000000 Penalty: 5150.493652
	Iteration 21Q: 3 clusters Score -4588050 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -4588124.000000 Penalty: 5150.493652
	Iteration 22Q: 3 clusters Score -4588124 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -4588188.000000 Penalty: 5150.493652
	Iteration 23Q: 3 clusters Score -4588188 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -4588264.000000 Penalty: 5150.493652
	Iteration 24Q: 3 clusters Score -4588264 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -4588352.500000 Penalty: 5150.493652
	Iteration 25Q: 3 clusters Score -4588352 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -4588446.500000 Penalty: 5150.493652
	Iteration 26Q: 3 clusters Score -4588446 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -4588553.000000 Penalty: 5150.493652
	Iteration 27Q: 3 clusters Score -4588553 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -4588663.500000 Penalty: 5150.493652
	Iteration 28Q: 3 clusters Score -4588664 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -4588782.000000 Penalty: 5150.493652
	Iteration 29Q: 3 clusters Score -4588782 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -4588904.500000 Penalty: 5150.493652
	Iteration 30Q: 3 clusters Score -4588904 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -4589030.000000 Penalty: 5150.493652
	Iteration 31Q: 3 clusters Score -4589030 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 29539 members 
Entering Unmasked Estep 
Score: -4589153.500000 Penalty: 5150.493652
	Iteration 32Q: 3 clusters Score -4589154 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -4589251.000000 Penalty: 5150.493652
	Iteration 33Q: 3 clusters Score -4589251 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -4589341.500000 Penalty: 5150.493652
	Iteration 34Q: 3 clusters Score -4589342 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -4589432.500000 Penalty: 5150.493652
	Iteration 35Q: 3 clusters Score -4589432 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -4589544.500000 Penalty: 5150.493652
	Iteration 36Q: 3 clusters Score -4589544 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -4589628.000000 Penalty: 5150.493652
	Iteration 37Q: 3 clusters Score -4589628 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -4589690.000000 Penalty: 5150.493652
	Iteration 38Q: 3 clusters Score -4589690 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -4589719.500000 Penalty: 5150.493652
	Iteration 39Q: 3 clusters Score -4589720 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -4589772.000000 Penalty: 5150.493652
	Iteration 40F: 3 clusters Score -4589772 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -4589806.500000 Penalty: 5150.493652
	Iteration 41Q: 3 clusters Score -4589806 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -4589850.500000 Penalty: 5150.493652
	Iteration 42Q: 3 clusters Score -4589850 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -4589865.500000 Penalty: 5150.493652
	Iteration 43Q: 3 clusters Score -4589866 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -4589892.000000 Penalty: 5150.493652
	Iteration 44Q: 3 clusters Score -4589892 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 31046 members 
Entering Unmasked Estep 
Score: -4589905.000000 Penalty: 5150.493652
	Iteration 45Q: 3 clusters Score -4589905 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 31078 members 
Entering Unmasked Estep 
Score: -4589919.000000 Penalty: 5150.493652
	Iteration 46Q: 3 clusters Score -4589919 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -4589929.500000 Penalty: 5150.493652
	Iteration 47Q: 3 clusters Score -4589930 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 31137 members 
Entering Unmasked Estep 
Score: -4589942.500000 Penalty: 5150.493652
	Iteration 48Q: 3 clusters Score -4589942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -4589956.500000 Penalty: 5150.493652
	Iteration 49Q: 3 clusters Score -4589956 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -4589965.000000 Penalty: 5150.493652
	Iteration 50Q: 3 clusters Score -4589965 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -4589972.000000 Penalty: 5150.493652
	Iteration 51Q: 3 clusters Score -4589972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -4589975.000000 Penalty: 5150.493652
	Iteration 52Q: 3 clusters Score -4589975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -4589981.000000 Penalty: 5150.493652
	Iteration 53Q: 3 clusters Score -4589981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -4589990.500000 Penalty: 5150.493652
	Iteration 54Q: 3 clusters Score -4589990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -4589995.500000 Penalty: 5150.493652
	Iteration 55Q: 3 clusters Score -4589996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -4590001.000000 Penalty: 5150.493652
	Iteration 56Q: 3 clusters Score -4590001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -4589999.000000 Penalty: 5150.493652
	Iteration 57Q: 3 clusters Score -4589999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -4589996.000000 Penalty: 5150.493652
	Iteration 58Q: 3 clusters Score -4589996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -4589996.500000 Penalty: 5150.493652
	Iteration 59Q: 3 clusters Score -4589996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -4589995.000000 Penalty: 5150.493652
	Iteration 60F: 3 clusters Score -4589995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Entering Unmasked Estep 
Score: -542912.375000 Penalty: 2052.987305
	Iteration 0F: 2 clusters Score -542912.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -539046.937500 Penalty: 4105.974609
	Iteration 0F: 3 clusters Score -539046.9 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -539865.125000 Penalty: 4105.974609
	Iteration 1F: 3 clusters Score -539865.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -540089.312500 Penalty: 4105.974609
	Iteration 2F: 3 clusters Score -540089.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -540208.187500 Penalty: 4105.974609
	Iteration 3Q: 3 clusters Score -540208.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -540312.437500 Penalty: 4105.974609
	Iteration 4Q: 3 clusters Score -540312.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -540392.250000 Penalty: 4105.974609
	Iteration 5Q: 3 clusters Score -540392.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -540444.437500 Penalty: 4105.974609
	Iteration 6Q: 3 clusters Score -540444.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -540492.000000 Penalty: 4105.974609
	Iteration 7Q: 3 clusters Score -540492 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -540535.500000 Penalty: 4105.974609
	Iteration 8Q: 3 clusters Score -540535.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -540571.437500 Penalty: 4105.974609
	Iteration 9Q: 3 clusters Score -540571.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -540603.562500 Penalty: 4105.974609
	Iteration 10Q: 3 clusters Score -540603.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -540633.437500 Penalty: 4105.974609
	Iteration 11Q: 3 clusters Score -540633.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -540657.812500 Penalty: 4105.974609
	Iteration 12Q: 3 clusters Score -540657.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -540683.562500 Penalty: 4105.974609
	Iteration 13Q: 3 clusters Score -540683.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -540712.125000 Penalty: 4105.974609
	Iteration 14Q: 3 clusters Score -540712.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -540729.875000 Penalty: 4105.974609
	Iteration 15Q: 3 clusters Score -540729.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -540741.250000 Penalty: 4105.974609
	Iteration 16Q: 3 clusters Score -540741.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -540754.250000 Penalty: 4105.974609
	Iteration 17Q: 3 clusters Score -540754.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -540762.562500 Penalty: 4105.974609
	Iteration 18Q: 3 clusters Score -540762.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -540770.312500 Penalty: 4105.974609
	Iteration 19Q: 3 clusters Score -540770.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -540782.062500 Penalty: 4105.974609
	Iteration 20F: 3 clusters Score -540782.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -540796.562500 Penalty: 4105.974609
	Iteration 21Q: 3 clusters Score -540796.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -540804.312500 Penalty: 4105.974609
	Iteration 22Q: 3 clusters Score -540804.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -540812.625000 Penalty: 4105.974609
	Iteration 23Q: 3 clusters Score -540812.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -540822.437500 Penalty: 4105.974609
	Iteration 24Q: 3 clusters Score -540822.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -540829.187500 Penalty: 4105.974609
	Iteration 25Q: 3 clusters Score -540829.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -540837.312500 Penalty: 4105.974609
	Iteration 26Q: 3 clusters Score -540837.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -540850.625000 Penalty: 4105.974609
	Iteration 27Q: 3 clusters Score -540850.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -540874.500000 Penalty: 4105.974609
	Iteration 28Q: 3 clusters Score -540874.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -540897.062500 Penalty: 4105.974609
	Iteration 29Q: 3 clusters Score -540897.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -540919.500000 Penalty: 4105.974609
	Iteration 30Q: 3 clusters Score -540919.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -540944.312500 Penalty: 4105.974609
	Iteration 31Q: 3 clusters Score -540944.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -540966.562500 Penalty: 4105.974609
	Iteration 32Q: 3 clusters Score -540966.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -540989.875000 Penalty: 4105.974609
	Iteration 33Q: 3 clusters Score -540989.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -541011.437500 Penalty: 4105.974609
	Iteration 34Q: 3 clusters Score -541011.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -541030.437500 Penalty: 4105.974609
	Iteration 35Q: 3 clusters Score -541030.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -541035.187500 Penalty: 4105.974609
	Iteration 36Q: 3 clusters Score -541035.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -541043.562500 Penalty: 4105.974609
	Iteration 37Q: 3 clusters Score -541043.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -541052.062500 Penalty: 4105.974609
	Iteration 38Q: 3 clusters Score -541052.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -541059.125000 Penalty: 4105.974609
	Iteration 39Q: 3 clusters Score -541059.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -541067.000000 Penalty: 4105.974609
	Iteration 40F: 3 clusters Score -541067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -541072.375000 Penalty: 4105.974609
	Iteration 41Q: 3 clusters Score -541072.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -541079.562500 Penalty: 4105.974609
	Iteration 42Q: 3 clusters Score -541079.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -541085.375000 Penalty: 4105.974609
	Iteration 43Q: 3 clusters Score -541085.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -541091.250000 Penalty: 4105.974609
	Iteration 44Q: 3 clusters Score -541091.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -541095.062500 Penalty: 4105.974609
	Iteration 45Q: 3 clusters Score -541095.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -541097.062500 Penalty: 4105.974609
	Iteration 46Q: 3 clusters Score -541097.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -541098.500000 Penalty: 4105.974609
	Iteration 47Q: 3 clusters Score -541098.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -541098.062500 Penalty: 4105.974609
	Iteration 48Q: 3 clusters Score -541098.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -541098.187500 Penalty: 4105.974609
	Iteration 49Q: 3 clusters Score -541098.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -541098.187500 Penalty: 4105.974609
	Iteration 50F: 3 clusters Score -541098.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -51424.773438 Penalty: 1504.394897
	Iteration 0F: 2 clusters Score -51424.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -50037.925781 Penalty: 3008.789795
	Iteration 0F: 3 clusters Score -50037.93 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50233.492188 Penalty: 3008.789795
	Iteration 1F: 3 clusters Score -50233.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -50317.113281 Penalty: 3008.789795
	Iteration 2F: 3 clusters Score -50317.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50377.136719 Penalty: 3008.789795
	Iteration 3Q: 3 clusters Score -50377.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50426.082031 Penalty: 3008.789795
	Iteration 4Q: 3 clusters Score -50426.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50451.746094 Penalty: 3008.789795
	Iteration 5Q: 3 clusters Score -50451.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50477.652344 Penalty: 3008.789795
	Iteration 6Q: 3 clusters Score -50477.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -50491.417969 Penalty: 3008.789795
	Iteration 7Q: 3 clusters Score -50491.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -50497.300781 Penalty: 3008.789795
	Iteration 8Q: 3 clusters Score -50497.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -50497.300781 Penalty: 3008.789795
	Iteration 9F: 3 clusters Score -50497.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -32784.636719 Penalty: 1428.988770
	Iteration 0F: 2 clusters Score -32784.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -31518.031250 Penalty: 2857.977539
	Iteration 0F: 3 clusters Score -31518.03 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -31946.062500 Penalty: 2857.977539
	Iteration 1F: 3 clusters Score -31946.06 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -32115.470703 Penalty: 2857.977539
	Iteration 2F: 3 clusters Score -32115.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -32156.154297 Penalty: 2857.977539
	Iteration 3Q: 3 clusters Score -32156.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -32180.652344 Penalty: 2857.977539
	Iteration 4Q: 3 clusters Score -32180.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -32194.312500 Penalty: 2857.977539
	Iteration 5Q: 3 clusters Score -32194.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -32219.503906 Penalty: 2857.977539
	Iteration 6Q: 3 clusters Score -32219.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -32234.703125 Penalty: 2857.977539
	Iteration 7Q: 3 clusters Score -32234.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -32246.591797 Penalty: 2857.977539
	Iteration 8Q: 3 clusters Score -32246.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -32270.859375 Penalty: 2857.977539
	Iteration 9Q: 3 clusters Score -32270.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -32279.824219 Penalty: 2857.977539
	Iteration 10Q: 3 clusters Score -32279.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -32286.773438 Penalty: 2857.977539
	Iteration 11Q: 3 clusters Score -32286.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -32290.505859 Penalty: 2857.977539
	Iteration 12Q: 3 clusters Score -32290.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -32298.183594 Penalty: 2857.977539
	Iteration 13Q: 3 clusters Score -32298.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -32303.740234 Penalty: 2857.977539
	Iteration 14Q: 3 clusters Score -32303.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -32318.316406 Penalty: 2857.977539
	Iteration 15Q: 3 clusters Score -32318.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -32339.320312 Penalty: 2857.977539
	Iteration 16Q: 3 clusters Score -32339.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -32347.257812 Penalty: 2857.977539
	Iteration 17Q: 3 clusters Score -32347.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -32353.283203 Penalty: 2857.977539
	Iteration 18Q: 3 clusters Score -32353.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -32365.929688 Penalty: 2857.977539
	Iteration 19Q: 3 clusters Score -32365.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -32368.654297 Penalty: 2857.977539
	Iteration 20F: 3 clusters Score -32368.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -32372.347656 Penalty: 2857.977539
	Iteration 21Q: 3 clusters Score -32372.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -32372.347656 Penalty: 2857.977539
	Iteration 22F: 3 clusters Score -32372.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -81107.156250 Penalty: 1589.315186
	Iteration 0F: 2 clusters Score -81107.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -79525.007812 Penalty: 3178.630371
	Iteration 0F: 3 clusters Score -79525.01 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -79713.695312 Penalty: 3178.630371
	Iteration 1F: 3 clusters Score -79713.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -79783.945312 Penalty: 3178.630371
	Iteration 2F: 3 clusters Score -79783.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -79820.765625 Penalty: 3178.630371
	Iteration 3Q: 3 clusters Score -79820.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -79844.882812 Penalty: 3178.630371
	Iteration 4Q: 3 clusters Score -79844.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -79849.367188 Penalty: 3178.630371
	Iteration 5Q: 3 clusters Score -79849.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -79853.187500 Penalty: 3178.630371
	Iteration 6Q: 3 clusters Score -79853.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -79859.984375 Penalty: 3178.630371
	Iteration 7Q: 3 clusters Score -79859.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -79861.585938 Penalty: 3178.630371
	Iteration 8Q: 3 clusters Score -79861.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -79862.687500 Penalty: 3178.630371
	Iteration 9Q: 3 clusters Score -79862.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -79863.742188 Penalty: 3178.630371
	Iteration 10Q: 3 clusters Score -79863.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -79863.742188 Penalty: 3178.630371
	Iteration 11F: 3 clusters Score -79863.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -66283.562500 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -66283.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -64719.164062 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -64719.16 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -64963.625000 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -64963.62 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -65060.664062 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -65060.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -65102.308594 Penalty: 3152.629395
	Iteration 3Q: 3 clusters Score -65102.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -65121.867188 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -65121.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -65135.855469 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -65135.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -65147.480469 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -65147.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -65164.832031 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -65164.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -65188.480469 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -65188.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -65211.699219 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -65211.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -65224.753906 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -65224.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -65233.726562 Penalty: 3152.629395
	Iteration 11Q: 3 clusters Score -65233.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -65245.996094 Penalty: 3152.629395
	Iteration 12Q: 3 clusters Score -65246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -65259.652344 Penalty: 3152.629395
	Iteration 13Q: 3 clusters Score -65259.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -65264.375000 Penalty: 3152.629395
	Iteration 14Q: 3 clusters Score -65264.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -65276.945312 Penalty: 3152.629395
	Iteration 15Q: 3 clusters Score -65276.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -65287.449219 Penalty: 3152.629395
	Iteration 16Q: 3 clusters Score -65287.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -65288.671875 Penalty: 3152.629395
	Iteration 17Q: 3 clusters Score -65288.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -65291.484375 Penalty: 3152.629395
	Iteration 18Q: 3 clusters Score -65291.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -65291.484375 Penalty: 3152.629395
	Iteration 19F: 3 clusters Score -65291.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (153646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153646 members 
Entering Unmasked Estep 
Score: -21480192.000000 Penalty: 2961.716797
	Iteration 0F: 2 clusters Score -2.148019e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77006 members 
Mstep: Class 2 contains 76640 members 
Entering Unmasked Estep 
Score: -21380362.000000 Penalty: 5923.433594
	Iteration 0F: 3 clusters Score -2.138036e+07 nChanged 73625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80189 members 
Mstep: Class 2 contains 73457 members 
Entering Unmasked Estep 
Score: -21423624.000000 Penalty: 5923.433594
	Iteration 1F: 3 clusters Score -2.142362e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81813 members 
Mstep: Class 2 contains 71833 members 
Entering Unmasked Estep 
Score: -21425030.000000 Penalty: 5923.433594
	Iteration 2Q: 3 clusters Score -2.142503e+07 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84166 members 
Mstep: Class 2 contains 69480 members 
Entering Unmasked Estep 
Score: -21426878.000000 Penalty: 5923.433594
	Iteration 3Q: 3 clusters Score -2.142688e+07 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87502 members 
Mstep: Class 2 contains 66144 members 
Entering Unmasked Estep 
Score: -21429468.000000 Penalty: 5923.433594
	Iteration 4Q: 3 clusters Score -2.142947e+07 nChanged 7533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92053 members 
Mstep: Class 2 contains 61593 members 
Entering Unmasked Estep 
Score: -21433524.000000 Penalty: 5923.433594
	Iteration 5Q: 3 clusters Score -2.143352e+07 nChanged 8825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97542 members 
Mstep: Class 2 contains 56104 members 
Entering Unmasked Estep 
Score: -21439924.000000 Penalty: 5923.433594
	Iteration 6F: 3 clusters Score -2.143992e+07 nChanged 9788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103084 members 
Mstep: Class 2 contains 50562 members 
Entering Unmasked Estep 
Score: -21448280.000000 Penalty: 5923.433594
	Iteration 7F: 3 clusters Score -2.144828e+07 nChanged 9704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107244 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -21455862.000000 Penalty: 5923.433594
	Iteration 8F: 3 clusters Score -2.145586e+07 nChanged 8218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109548 members 
Mstep: Class 2 contains 44098 members 
Entering Unmasked Estep 
Score: -21460526.000000 Penalty: 5923.433594
	Iteration 9F: 3 clusters Score -2.146053e+07 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110941 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -21462486.000000 Penalty: 5923.433594
	Iteration 10Q: 3 clusters Score -2.146249e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112001 members 
Mstep: Class 2 contains 41645 members 
Entering Unmasked Estep 
Score: -21463232.000000 Penalty: 5923.433594
	Iteration 11Q: 3 clusters Score -2.146323e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112916 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -21463672.000000 Penalty: 5923.433594
	Iteration 12Q: 3 clusters Score -2.146367e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113803 members 
Mstep: Class 2 contains 39843 members 
Entering Unmasked Estep 
Score: -21464108.000000 Penalty: 5923.433594
	Iteration 13Q: 3 clusters Score -2.146411e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114674 members 
Mstep: Class 2 contains 38972 members 
Entering Unmasked Estep 
Score: -21464470.000000 Penalty: 5923.433594
	Iteration 14Q: 3 clusters Score -2.146447e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115486 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -21464870.000000 Penalty: 5923.433594
	Iteration 15Q: 3 clusters Score -2.146487e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116267 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -21465130.000000 Penalty: 5923.433594
	Iteration 16Q: 3 clusters Score -2.146513e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116936 members 
Mstep: Class 2 contains 36710 members 
Entering Unmasked Estep 
Score: -21465360.000000 Penalty: 5923.433594
	Iteration 17Q: 3 clusters Score -2.146536e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117595 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -21465606.000000 Penalty: 5923.433594
	Iteration 18Q: 3 clusters Score -2.146561e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118224 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -21465912.000000 Penalty: 5923.433594
	Iteration 19Q: 3 clusters Score -2.146591e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118833 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -21466168.000000 Penalty: 5923.433594
	Iteration 20F: 3 clusters Score -2.146617e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119372 members 
Mstep: Class 2 contains 34274 members 
Entering Unmasked Estep 
Score: -21466386.000000 Penalty: 5923.433594
	Iteration 21Q: 3 clusters Score -2.146639e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119918 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -21466520.000000 Penalty: 5923.433594
	Iteration 22Q: 3 clusters Score -2.146652e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120436 members 
Mstep: Class 2 contains 33210 members 
Entering Unmasked Estep 
Score: -21466610.000000 Penalty: 5923.433594
	Iteration 23Q: 3 clusters Score -2.146661e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120898 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -21466786.000000 Penalty: 5923.433594
	Iteration 24Q: 3 clusters Score -2.146679e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121326 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -21466950.000000 Penalty: 5923.433594
	Iteration 25Q: 3 clusters Score -2.146695e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121742 members 
Mstep: Class 2 contains 31904 members 
Entering Unmasked Estep 
Score: -21467088.000000 Penalty: 5923.433594
	Iteration 26Q: 3 clusters Score -2.146709e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122145 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -21467260.000000 Penalty: 5923.433594
	Iteration 27Q: 3 clusters Score -2.146726e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122568 members 
Mstep: Class 2 contains 31078 members 
Entering Unmasked Estep 
Score: -21467402.000000 Penalty: 5923.433594
	Iteration 28Q: 3 clusters Score -2.14674e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122973 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -21467574.000000 Penalty: 5923.433594
	Iteration 29Q: 3 clusters Score -2.146757e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123356 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -21467612.000000 Penalty: 5923.433594
	Iteration 30Q: 3 clusters Score -2.146761e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123727 members 
Mstep: Class 2 contains 29919 members 
Entering Unmasked Estep 
Score: -21467772.000000 Penalty: 5923.433594
	Iteration 31Q: 3 clusters Score -2.146777e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124109 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -21467790.000000 Penalty: 5923.433594
	Iteration 32Q: 3 clusters Score -2.146779e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124463 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -21467840.000000 Penalty: 5923.433594
	Iteration 33Q: 3 clusters Score -2.146784e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124781 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -21467924.000000 Penalty: 5923.433594
	Iteration 34Q: 3 clusters Score -2.146792e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125125 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -21468052.000000 Penalty: 5923.433594
	Iteration 35Q: 3 clusters Score -2.146805e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125459 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -21468212.000000 Penalty: 5923.433594
	Iteration 36Q: 3 clusters Score -2.146821e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125797 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -21468328.000000 Penalty: 5923.433594
	Iteration 37Q: 3 clusters Score -2.146833e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126156 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -21468390.000000 Penalty: 5923.433594
	Iteration 38Q: 3 clusters Score -2.146839e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126483 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -21468458.000000 Penalty: 5923.433594
	Iteration 39Q: 3 clusters Score -2.146846e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126822 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -21468638.000000 Penalty: 5923.433594
	Iteration 40F: 3 clusters Score -2.146864e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127155 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -21468700.000000 Penalty: 5923.433594
	Iteration 41Q: 3 clusters Score -2.14687e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127485 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -21468752.000000 Penalty: 5923.433594
	Iteration 42Q: 3 clusters Score -2.146875e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127789 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -21468856.000000 Penalty: 5923.433594
	Iteration 43Q: 3 clusters Score -2.146886e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128085 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -21468926.000000 Penalty: 5923.433594
	Iteration 44Q: 3 clusters Score -2.146893e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128346 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -21468992.000000 Penalty: 5923.433594
	Iteration 45Q: 3 clusters Score -2.146899e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128629 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -21469062.000000 Penalty: 5923.433594
	Iteration 46Q: 3 clusters Score -2.146906e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128947 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -21469130.000000 Penalty: 5923.433594
	Iteration 47Q: 3 clusters Score -2.146913e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129306 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -21469148.000000 Penalty: 5923.433594
	Iteration 48Q: 3 clusters Score -2.146915e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129633 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -21469270.000000 Penalty: 5923.433594
	Iteration 49Q: 3 clusters Score -2.146927e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129990 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -21469364.000000 Penalty: 5923.433594
	Iteration 50Q: 3 clusters Score -2.146936e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130348 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -21469488.000000 Penalty: 5923.433594
	Iteration 51Q: 3 clusters Score -2.146949e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130707 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -21469580.000000 Penalty: 5923.433594
	Iteration 52Q: 3 clusters Score -2.146958e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131066 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -21469638.000000 Penalty: 5923.433594
	Iteration 53Q: 3 clusters Score -2.146964e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131404 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -21469720.000000 Penalty: 5923.433594
	Iteration 54Q: 3 clusters Score -2.146972e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131725 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -21469808.000000 Penalty: 5923.433594
	Iteration 55Q: 3 clusters Score -2.146981e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132055 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -21469856.000000 Penalty: 5923.433594
	Iteration 56Q: 3 clusters Score -2.146986e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132399 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -21469984.000000 Penalty: 5923.433594
	Iteration 57Q: 3 clusters Score -2.146998e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132705 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -21470036.000000 Penalty: 5923.433594
	Iteration 58Q: 3 clusters Score -2.147004e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133048 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -21470114.000000 Penalty: 5923.433594
	Iteration 59Q: 3 clusters Score -2.147011e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133375 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -21470224.000000 Penalty: 5923.433594
	Iteration 60F: 3 clusters Score -2.147022e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133676 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -21470278.000000 Penalty: 5923.433594
	Iteration 61Q: 3 clusters Score -2.147028e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134030 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -21470428.000000 Penalty: 5923.433594
	Iteration 62Q: 3 clusters Score -2.147043e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134394 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -21470510.000000 Penalty: 5923.433594
	Iteration 63Q: 3 clusters Score -2.147051e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134771 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -21470620.000000 Penalty: 5923.433594
	Iteration 64Q: 3 clusters Score -2.147062e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135176 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -21470702.000000 Penalty: 5923.433594
	Iteration 65Q: 3 clusters Score -2.14707e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135583 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -21470820.000000 Penalty: 5923.433594
	Iteration 66Q: 3 clusters Score -2.147082e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136027 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -21470912.000000 Penalty: 5923.433594
	Iteration 67Q: 3 clusters Score -2.147091e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136471 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -21470958.000000 Penalty: 5923.433594
	Iteration 68Q: 3 clusters Score -2.147096e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136884 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -21471088.000000 Penalty: 5923.433594
	Iteration 69Q: 3 clusters Score -2.147109e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137293 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -21471234.000000 Penalty: 5923.433594
	Iteration 70Q: 3 clusters Score -2.147123e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137729 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -21471334.000000 Penalty: 5923.433594
	Iteration 71Q: 3 clusters Score -2.147133e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138188 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -21471466.000000 Penalty: 5923.433594
	Iteration 72Q: 3 clusters Score -2.147147e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138676 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -21471630.000000 Penalty: 5923.433594
	Iteration 73Q: 3 clusters Score -2.147163e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139208 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -21471904.000000 Penalty: 5923.433594
	Iteration 74Q: 3 clusters Score -2.14719e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139759 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -21472132.000000 Penalty: 5923.433594
	Iteration 75Q: 3 clusters Score -2.147213e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140308 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -21472358.000000 Penalty: 5923.433594
	Iteration 76Q: 3 clusters Score -2.147236e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140882 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -21472608.000000 Penalty: 5923.433594
	Iteration 77Q: 3 clusters Score -2.147261e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141458 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -21472790.000000 Penalty: 5923.433594
	Iteration 78Q: 3 clusters Score -2.147279e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142017 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -21473052.000000 Penalty: 5923.433594
	Iteration 79Q: 3 clusters Score -2.147305e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142563 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -21473260.000000 Penalty: 5923.433594
	Iteration 80F: 3 clusters Score -2.147326e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143132 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -21473448.000000 Penalty: 5923.433594
	Iteration 81Q: 3 clusters Score -2.147345e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143688 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -21473644.000000 Penalty: 5923.433594
	Iteration 82Q: 3 clusters Score -2.147364e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144215 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -21473828.000000 Penalty: 5923.433594
	Iteration 83Q: 3 clusters Score -2.147383e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144711 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -21474064.000000 Penalty: 5923.433594
	Iteration 84Q: 3 clusters Score -2.147406e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145183 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -21474206.000000 Penalty: 5923.433594
	Iteration 85Q: 3 clusters Score -2.147421e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145680 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -21474398.000000 Penalty: 5923.433594
	Iteration 86Q: 3 clusters Score -2.14744e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146154 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -21474570.000000 Penalty: 5923.433594
	Iteration 87Q: 3 clusters Score -2.147457e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146624 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -21474792.000000 Penalty: 5923.433594
	Iteration 88Q: 3 clusters Score -2.147479e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147055 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -21475018.000000 Penalty: 5923.433594
	Iteration 89Q: 3 clusters Score -2.147502e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147448 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -21475188.000000 Penalty: 5923.433594
	Iteration 90Q: 3 clusters Score -2.147519e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147821 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -21475358.000000 Penalty: 5923.433594
	Iteration 91Q: 3 clusters Score -2.147536e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148155 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -21475542.000000 Penalty: 5923.433594
	Iteration 92Q: 3 clusters Score -2.147554e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148464 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -21475662.000000 Penalty: 5923.433594
	Iteration 93Q: 3 clusters Score -2.147566e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148735 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -21475820.000000 Penalty: 5923.433594
	Iteration 94Q: 3 clusters Score -2.147582e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148984 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -21475978.000000 Penalty: 5923.433594
	Iteration 95Q: 3 clusters Score -2.147598e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149217 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -21476076.000000 Penalty: 5923.433594
	Iteration 96Q: 3 clusters Score -2.147608e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149443 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -21476200.000000 Penalty: 5923.433594
	Iteration 97Q: 3 clusters Score -2.14762e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149652 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -21476302.000000 Penalty: 5923.433594
	Iteration 98Q: 3 clusters Score -2.14763e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149809 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -21476400.000000 Penalty: 5923.433594
	Iteration 99Q: 3 clusters Score -2.14764e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149938 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -21476474.000000 Penalty: 5923.433594
	Iteration 100F: 3 clusters Score -2.147647e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150046 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -21476560.000000 Penalty: 5923.433594
	Iteration 101Q: 3 clusters Score -2.147656e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150148 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -21476564.000000 Penalty: 5923.433594
	Iteration 102Q: 3 clusters Score -2.147656e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150245 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -21476628.000000 Penalty: 5923.433594
	Iteration 103Q: 3 clusters Score -2.147663e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150335 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -21476670.000000 Penalty: 5923.433594
	Iteration 104Q: 3 clusters Score -2.147667e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150424 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -21476660.000000 Penalty: 5923.433594
	Iteration 105Q: 3 clusters Score -2.147666e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150497 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -21476756.000000 Penalty: 5923.433594
	Iteration 106Q: 3 clusters Score -2.147676e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150559 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -21476722.000000 Penalty: 5923.433594
	Iteration 107Q: 3 clusters Score -2.147672e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150616 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -21476784.000000 Penalty: 5923.433594
	Iteration 108Q: 3 clusters Score -2.147678e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150671 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -21476812.000000 Penalty: 5923.433594
	Iteration 109Q: 3 clusters Score -2.147681e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150728 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -21476860.000000 Penalty: 5923.433594
	Iteration 110Q: 3 clusters Score -2.147686e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150779 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -21476896.000000 Penalty: 5923.433594
	Iteration 111Q: 3 clusters Score -2.14769e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150829 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -21476856.000000 Penalty: 5923.433594
	Iteration 112Q: 3 clusters Score -2.147686e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150871 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -21476892.000000 Penalty: 5923.433594
	Iteration 113Q: 3 clusters Score -2.147689e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150908 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -21476908.000000 Penalty: 5923.433594
	Iteration 114Q: 3 clusters Score -2.147691e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150948 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -21476918.000000 Penalty: 5923.433594
	Iteration 115Q: 3 clusters Score -2.147692e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150978 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -21476938.000000 Penalty: 5923.433594
	Iteration 116Q: 3 clusters Score -2.147694e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151015 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -21476958.000000 Penalty: 5923.433594
	Iteration 117Q: 3 clusters Score -2.147696e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151043 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -21476966.000000 Penalty: 5923.433594
	Iteration 118Q: 3 clusters Score -2.147697e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151076 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -21476982.000000 Penalty: 5923.433594
	Iteration 119Q: 3 clusters Score -2.147698e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151107 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -21477012.000000 Penalty: 5923.433594
	Iteration 120F: 3 clusters Score -2.147701e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151134 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -21477046.000000 Penalty: 5923.433594
	Iteration 121Q: 3 clusters Score -2.147705e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151151 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -21477066.000000 Penalty: 5923.433594
	Iteration 122Q: 3 clusters Score -2.147707e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151173 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -21477082.000000 Penalty: 5923.433594
	Iteration 123Q: 3 clusters Score -2.147708e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151202 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -21477084.000000 Penalty: 5923.433594
	Iteration 124Q: 3 clusters Score -2.147708e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151227 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -21477100.000000 Penalty: 5923.433594
	Iteration 125Q: 3 clusters Score -2.14771e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151248 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -21477076.000000 Penalty: 5923.433594
	Iteration 126Q: 3 clusters Score -2.147708e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151277 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -21477114.000000 Penalty: 5923.433594
	Iteration 127Q: 3 clusters Score -2.147711e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151296 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -21477136.000000 Penalty: 5923.433594
	Iteration 128Q: 3 clusters Score -2.147714e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151312 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -21477124.000000 Penalty: 5923.433594
	Iteration 129Q: 3 clusters Score -2.147712e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151327 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -21477148.000000 Penalty: 5923.433594
	Iteration 130Q: 3 clusters Score -2.147715e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151341 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -21477162.000000 Penalty: 5923.433594
	Iteration 131Q: 3 clusters Score -2.147716e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151356 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -21477196.000000 Penalty: 5923.433594
	Iteration 132Q: 3 clusters Score -2.14772e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151365 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -21477192.000000 Penalty: 5923.433594
	Iteration 133Q: 3 clusters Score -2.147719e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151373 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -21477192.000000 Penalty: 5923.433594
	Iteration 134Q: 3 clusters Score -2.147719e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151392 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -21477182.000000 Penalty: 5923.433594
	Iteration 135Q: 3 clusters Score -2.147718e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151404 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -21477200.000000 Penalty: 5923.433594
	Iteration 136Q: 3 clusters Score -2.14772e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151415 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -21477208.000000 Penalty: 5923.433594
	Iteration 137Q: 3 clusters Score -2.147721e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151425 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -21477212.000000 Penalty: 5923.433594
	Iteration 138Q: 3 clusters Score -2.147721e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151429 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -21477216.000000 Penalty: 5923.433594
	Iteration 139Q: 3 clusters Score -2.147722e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151437 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -21477226.000000 Penalty: 5923.433594
	Iteration 140F: 3 clusters Score -2.147723e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151442 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -21477236.000000 Penalty: 5923.433594
	Iteration 141Q: 3 clusters Score -2.147724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151445 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -21477212.000000 Penalty: 5923.433594
	Iteration 142Q: 3 clusters Score -2.147721e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151455 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -21477220.000000 Penalty: 5923.433594
	Iteration 143Q: 3 clusters Score -2.147722e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151466 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -21477224.000000 Penalty: 5923.433594
	Iteration 144Q: 3 clusters Score -2.147722e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151474 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -21477214.000000 Penalty: 5923.433594
	Iteration 145Q: 3 clusters Score -2.147721e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151481 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -21477224.000000 Penalty: 5923.433594
	Iteration 146Q: 3 clusters Score -2.147722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151483 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -21477230.000000 Penalty: 5923.433594
	Iteration 147Q: 3 clusters Score -2.147723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151486 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -21477218.000000 Penalty: 5923.433594
	Iteration 148Q: 3 clusters Score -2.147722e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151489 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -21477236.000000 Penalty: 5923.433594
	Iteration 149Q: 3 clusters Score -2.147724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151492 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -21477234.000000 Penalty: 5923.433594
	Iteration 150Q: 3 clusters Score -2.147723e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151495 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -21477238.000000 Penalty: 5923.433594
	Iteration 151Q: 3 clusters Score -2.147724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151501 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -21477232.000000 Penalty: 5923.433594
	Iteration 152Q: 3 clusters Score -2.147723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151504 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -21477218.000000 Penalty: 5923.433594
	Iteration 153Q: 3 clusters Score -2.147722e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151506 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -21477204.000000 Penalty: 5923.433594
	Iteration 154Q: 3 clusters Score -2.14772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151507 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -21477216.000000 Penalty: 5923.433594
	Iteration 155Q: 3 clusters Score -2.147722e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151507 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -21477216.000000 Penalty: 5923.433594
	Iteration 156F: 3 clusters Score -2.147722e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -63989.636719 Penalty: 1566.656860
	Iteration 0F: 2 clusters Score -63989.64 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 283 members 
Entering Unmasked Estep 
Score: -62514.890625 Penalty: 3133.313721
	Iteration 0F: 3 clusters Score -62514.89 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -62803.503906 Penalty: 3133.313721
	Iteration 1F: 3 clusters Score -62803.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -62912.171875 Penalty: 3133.313721
	Iteration 2F: 3 clusters Score -62912.17 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -62974.292969 Penalty: 3133.313721
	Iteration 3Q: 3 clusters Score -62974.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -63028.160156 Penalty: 3133.313721
	Iteration 4Q: 3 clusters Score -63028.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -63061.000000 Penalty: 3133.313721
	Iteration 5Q: 3 clusters Score -63061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -63073.750000 Penalty: 3133.313721
	Iteration 6Q: 3 clusters Score -63073.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -63073.750000 Penalty: 3133.313721
	Iteration 7F: 3 clusters Score -63073.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27313 members 
Mstep: Class 4 contains 9099 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 89640 members 
Mstep: Class 7 contains 19050 members 
Mstep: Class 8 contains 126329 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4600 members 
Mstep: Class 11 contains 2067 members 
Mstep: Class 12 contains 168923 members 
Mstep: Class 13 contains 65626 members 
Mstep: Class 14 contains 33489 members 
Mstep: Class 15 contains 14554 members 
Mstep: Class 16 contains 176295 members 
Mstep: Class 17 contains 12132 members 
Mstep: Class 18 contains 17734 members 
Mstep: Class 19 contains 32340 members 
Mstep: Class 20 contains 3937 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 153646 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132701144.000000 Penalty: 88826.445312
Iteration 239Q: 27 clusters Score -1.327011e+08 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27305 members 
Mstep: Class 4 contains 9094 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 89658 members 
Mstep: Class 7 contains 19047 members 
Mstep: Class 8 contains 126335 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4600 members 
Mstep: Class 11 contains 2068 members 
Mstep: Class 12 contains 168741 members 
Mstep: Class 13 contains 65599 members 
Mstep: Class 14 contains 33510 members 
Mstep: Class 15 contains 14549 members 
Mstep: Class 16 contains 176297 members 
Mstep: Class 17 contains 12134 members 
Mstep: Class 18 contains 17736 members 
Mstep: Class 19 contains 32351 members 
Mstep: Class 20 contains 3938 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 153812 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132701456.000000 Penalty: 88826.445312
Iteration 240F: 27 clusters Score -1.327015e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27303 members 
Mstep: Class 4 contains 9096 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 89663 members 
Mstep: Class 7 contains 19043 members 
Mstep: Class 8 contains 126339 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4600 members 
Mstep: Class 11 contains 2068 members 
Mstep: Class 12 contains 168575 members 
Mstep: Class 13 contains 65569 members 
Mstep: Class 14 contains 33533 members 
Mstep: Class 15 contains 14552 members 
Mstep: Class 16 contains 176298 members 
Mstep: Class 17 contains 12127 members 
Mstep: Class 18 contains 17735 members 
Mstep: Class 19 contains 32377 members 
Mstep: Class 20 contains 3938 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 153958 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132701744.000000 Penalty: 88826.445312
Iteration 241Q: 27 clusters Score -1.327017e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27300 members 
Mstep: Class 4 contains 9094 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 89675 members 
Mstep: Class 7 contains 19040 members 
Mstep: Class 8 contains 126336 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4600 members 
Mstep: Class 11 contains 2068 members 
Mstep: Class 12 contains 168431 members 
Mstep: Class 13 contains 65543 members 
Mstep: Class 14 contains 33551 members 
Mstep: Class 15 contains 14551 members 
Mstep: Class 16 contains 176289 members 
Mstep: Class 17 contains 12126 members 
Mstep: Class 18 contains 17734 members 
Mstep: Class 19 contains 32381 members 
Mstep: Class 20 contains 3938 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 154117 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132701704.000000 Penalty: 88826.445312
Iteration 242Q: 27 clusters Score -1.327017e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27295 members 
Mstep: Class 4 contains 9095 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 89675 members 
Mstep: Class 7 contains 19043 members 
Mstep: Class 8 contains 126326 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4600 members 
Mstep: Class 11 contains 2068 members 
Mstep: Class 12 contains 168326 members 
Mstep: Class 13 contains 65508 members 
Mstep: Class 14 contains 33572 members 
Mstep: Class 15 contains 14551 members 
Mstep: Class 16 contains 176284 members 
Mstep: Class 17 contains 12130 members 
Mstep: Class 18 contains 17734 members 
Mstep: Class 19 contains 32394 members 
Mstep: Class 20 contains 3937 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 154236 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132701752.000000 Penalty: 88826.445312
Iteration 243Q: 27 clusters Score -1.327018e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27290 members 
Mstep: Class 4 contains 9093 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 89677 members 
Mstep: Class 7 contains 19043 members 
Mstep: Class 8 contains 126320 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4600 members 
Mstep: Class 11 contains 2068 members 
Mstep: Class 12 contains 168232 members 
Mstep: Class 13 contains 65491 members 
Mstep: Class 14 contains 33581 members 
Mstep: Class 15 contains 14556 members 
Mstep: Class 16 contains 176295 members 
Mstep: Class 17 contains 12131 members 
Mstep: Class 18 contains 17736 members 
Mstep: Class 19 contains 32402 members 
Mstep: Class 20 contains 3936 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 154323 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132701744.000000 Penalty: 88826.445312
Iteration 244Q: 27 clusters Score -1.327017e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27281 members 
Mstep: Class 4 contains 9097 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 89680 members 
Mstep: Class 7 contains 19041 members 
Mstep: Class 8 contains 126312 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4600 members 
Mstep: Class 11 contains 2068 members 
Mstep: Class 12 contains 168147 members 
Mstep: Class 13 contains 65473 members 
Mstep: Class 14 contains 33590 members 
Mstep: Class 15 contains 14558 members 
Mstep: Class 16 contains 176290 members 
Mstep: Class 17 contains 12129 members 
Mstep: Class 18 contains 17737 members 
Mstep: Class 19 contains 32414 members 
Mstep: Class 20 contains 3936 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 154421 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132701880.000000 Penalty: 88826.445312
Iteration 245Q: 27 clusters Score -1.327019e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27279 members 
Mstep: Class 4 contains 9095 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 89665 members 
Mstep: Class 7 contains 19045 members 
Mstep: Class 8 contains 126304 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4600 members 
Mstep: Class 11 contains 2068 members 
Mstep: Class 12 contains 168066 members 
Mstep: Class 13 contains 65461 members 
Mstep: Class 14 contains 33582 members 
Mstep: Class 15 contains 14558 members 
Mstep: Class 16 contains 176294 members 
Mstep: Class 17 contains 12124 members 
Mstep: Class 18 contains 17739 members 
Mstep: Class 19 contains 32421 members 
Mstep: Class 20 contains 3936 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 154537 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132701904.000000 Penalty: 88826.445312
Iteration 246Q: 27 clusters Score -1.327019e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27276 members 
Mstep: Class 4 contains 9092 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 89640 members 
Mstep: Class 7 contains 19043 members 
Mstep: Class 8 contains 126298 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4600 members 
Mstep: Class 11 contains 2068 members 
Mstep: Class 12 contains 167952 members 
Mstep: Class 13 contains 65445 members 
Mstep: Class 14 contains 33587 members 
Mstep: Class 15 contains 14559 members 
Mstep: Class 16 contains 176293 members 
Mstep: Class 17 contains 12118 members 
Mstep: Class 18 contains 17740 members 
Mstep: Class 19 contains 32417 members 
Mstep: Class 20 contains 3936 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 154710 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132701984.000000 Penalty: 88826.445312
Iteration 247Q: 27 clusters Score -1.32702e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27279 members 
Mstep: Class 4 contains 9092 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 89615 members 
Mstep: Class 7 contains 19042 members 
Mstep: Class 8 contains 126293 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4600 members 
Mstep: Class 11 contains 2068 members 
Mstep: Class 12 contains 167800 members 
Mstep: Class 13 contains 65432 members 
Mstep: Class 14 contains 33600 members 
Mstep: Class 15 contains 14562 members 
Mstep: Class 16 contains 176286 members 
Mstep: Class 17 contains 12118 members 
Mstep: Class 18 contains 17741 members 
Mstep: Class 19 contains 32418 members 
Mstep: Class 20 contains 3936 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 154892 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132701896.000000 Penalty: 88826.445312
Iteration 248Q: 27 clusters Score -1.327019e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27283 members 
Mstep: Class 4 contains 9094 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 89585 members 
Mstep: Class 7 contains 19036 members 
Mstep: Class 8 contains 126287 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4600 members 
Mstep: Class 11 contains 2067 members 
Mstep: Class 12 contains 167650 members 
Mstep: Class 13 contains 65420 members 
Mstep: Class 14 contains 33615 members 
Mstep: Class 15 contains 14564 members 
Mstep: Class 16 contains 176268 members 
Mstep: Class 17 contains 12116 members 
Mstep: Class 18 contains 17739 members 
Mstep: Class 19 contains 32421 members 
Mstep: Class 20 contains 3936 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 155093 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702056.000000 Penalty: 88826.445312
Iteration 249Q: 27 clusters Score -1.327021e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27281 members 
Mstep: Class 4 contains 9091 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 89547 members 
Mstep: Class 7 contains 19038 members 
Mstep: Class 8 contains 126284 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4600 members 
Mstep: Class 11 contains 2067 members 
Mstep: Class 12 contains 167491 members 
Mstep: Class 13 contains 65403 members 
Mstep: Class 14 contains 33632 members 
Mstep: Class 15 contains 14565 members 
Mstep: Class 16 contains 176258 members 
Mstep: Class 17 contains 12113 members 
Mstep: Class 18 contains 17739 members 
Mstep: Class 19 contains 32410 members 
Mstep: Class 20 contains 3936 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 155319 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702336.000000 Penalty: 88826.445312
Iteration 250Q: 27 clusters Score -1.327023e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27285 members 
Mstep: Class 4 contains 9091 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 89529 members 
Mstep: Class 7 contains 19038 members 
Mstep: Class 8 contains 126284 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4599 members 
Mstep: Class 11 contains 2067 members 
Mstep: Class 12 contains 167313 members 
Mstep: Class 13 contains 65387 members 
Mstep: Class 14 contains 33651 members 
Mstep: Class 15 contains 14563 members 
Mstep: Class 16 contains 176253 members 
Mstep: Class 17 contains 12112 members 
Mstep: Class 18 contains 17740 members 
Mstep: Class 19 contains 32401 members 
Mstep: Class 20 contains 3936 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 155525 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702384.000000 Penalty: 88826.445312
Iteration 251Q: 27 clusters Score -1.327024e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27284 members 
Mstep: Class 4 contains 9092 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 89496 members 
Mstep: Class 7 contains 19042 members 
Mstep: Class 8 contains 126270 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4598 members 
Mstep: Class 11 contains 2066 members 
Mstep: Class 12 contains 167174 members 
Mstep: Class 13 contains 65371 members 
Mstep: Class 14 contains 33672 members 
Mstep: Class 15 contains 14560 members 
Mstep: Class 16 contains 176243 members 
Mstep: Class 17 contains 12113 members 
Mstep: Class 18 contains 17740 members 
Mstep: Class 19 contains 32394 members 
Mstep: Class 20 contains 3936 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 155723 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702560.000000 Penalty: 88826.445312
Iteration 252Q: 27 clusters Score -1.327026e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27279 members 
Mstep: Class 4 contains 9091 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 89463 members 
Mstep: Class 7 contains 19040 members 
Mstep: Class 8 contains 126254 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4598 members 
Mstep: Class 11 contains 2066 members 
Mstep: Class 12 contains 167074 members 
Mstep: Class 13 contains 65360 members 
Mstep: Class 14 contains 33674 members 
Mstep: Class 15 contains 14561 members 
Mstep: Class 16 contains 176236 members 
Mstep: Class 17 contains 12102 members 
Mstep: Class 18 contains 17742 members 
Mstep: Class 19 contains 32386 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 155913 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702696.000000 Penalty: 88826.445312
Iteration 253Q: 27 clusters Score -1.327027e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27279 members 
Mstep: Class 4 contains 9089 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 89426 members 
Mstep: Class 7 contains 19035 members 
Mstep: Class 8 contains 126243 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4598 members 
Mstep: Class 11 contains 2066 members 
Mstep: Class 12 contains 166930 members 
Mstep: Class 13 contains 65354 members 
Mstep: Class 14 contains 33684 members 
Mstep: Class 15 contains 14556 members 
Mstep: Class 16 contains 176223 members 
Mstep: Class 17 contains 12092 members 
Mstep: Class 18 contains 17740 members 
Mstep: Class 19 contains 32374 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 156150 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702960.000000 Penalty: 88826.445312
Iteration 254Q: 27 clusters Score -1.32703e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27286 members 
Mstep: Class 4 contains 9086 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 89389 members 
Mstep: Class 7 contains 19030 members 
Mstep: Class 8 contains 126227 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4598 members 
Mstep: Class 11 contains 2066 members 
Mstep: Class 12 contains 166771 members 
Mstep: Class 13 contains 65349 members 
Mstep: Class 14 contains 33695 members 
Mstep: Class 15 contains 14549 members 
Mstep: Class 16 contains 176203 members 
Mstep: Class 17 contains 12088 members 
Mstep: Class 18 contains 17740 members 
Mstep: Class 19 contains 32355 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 156407 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702880.000000 Penalty: 88826.445312
Iteration 255Q: 27 clusters Score -1.327029e+08 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27290 members 
Mstep: Class 4 contains 9088 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 89332 members 
Mstep: Class 7 contains 19025 members 
Mstep: Class 8 contains 126209 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4598 members 
Mstep: Class 11 contains 2066 members 
Mstep: Class 12 contains 166599 members 
Mstep: Class 13 contains 65348 members 
Mstep: Class 14 contains 33694 members 
Mstep: Class 15 contains 14543 members 
Mstep: Class 16 contains 176203 members 
Mstep: Class 17 contains 12085 members 
Mstep: Class 18 contains 17739 members 
Mstep: Class 19 contains 32332 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 156688 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703144.000000 Penalty: 88826.445312
Iteration 256Q: 27 clusters Score -1.327031e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27297 members 
Mstep: Class 4 contains 9086 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 89252 members 
Mstep: Class 7 contains 19016 members 
Mstep: Class 8 contains 126200 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4598 members 
Mstep: Class 11 contains 2066 members 
Mstep: Class 12 contains 166414 members 
Mstep: Class 13 contains 65349 members 
Mstep: Class 14 contains 33695 members 
Mstep: Class 15 contains 14537 members 
Mstep: Class 16 contains 176196 members 
Mstep: Class 17 contains 12082 members 
Mstep: Class 18 contains 17739 members 
Mstep: Class 19 contains 32308 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 157004 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703400.000000 Penalty: 88826.445312
Iteration 257Q: 27 clusters Score -1.327034e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27303 members 
Mstep: Class 4 contains 9082 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 89196 members 
Mstep: Class 7 contains 19015 members 
Mstep: Class 8 contains 126183 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4598 members 
Mstep: Class 11 contains 2066 members 
Mstep: Class 12 contains 166212 members 
Mstep: Class 13 contains 65355 members 
Mstep: Class 14 contains 33697 members 
Mstep: Class 15 contains 14529 members 
Mstep: Class 16 contains 176171 members 
Mstep: Class 17 contains 12078 members 
Mstep: Class 18 contains 17738 members 
Mstep: Class 19 contains 32281 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 157335 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703608.000000 Penalty: 88826.445312
Iteration 258Q: 27 clusters Score -1.327036e+08 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27304 members 
Mstep: Class 4 contains 9079 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 89128 members 
Mstep: Class 7 contains 19015 members 
Mstep: Class 8 contains 126160 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4598 members 
Mstep: Class 11 contains 2066 members 
Mstep: Class 12 contains 165928 members 
Mstep: Class 13 contains 65363 members 
Mstep: Class 14 contains 33695 members 
Mstep: Class 15 contains 14527 members 
Mstep: Class 16 contains 176154 members 
Mstep: Class 17 contains 12072 members 
Mstep: Class 18 contains 17738 members 
Mstep: Class 19 contains 32255 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 157757 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703696.000000 Penalty: 88826.445312
Iteration 259Q: 27 clusters Score -1.327037e+08 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27304 members 
Mstep: Class 4 contains 9080 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 89046 members 
Mstep: Class 7 contains 19009 members 
Mstep: Class 8 contains 126141 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4598 members 
Mstep: Class 11 contains 2066 members 
Mstep: Class 12 contains 165643 members 
Mstep: Class 13 contains 65361 members 
Mstep: Class 14 contains 33696 members 
Mstep: Class 15 contains 14522 members 
Mstep: Class 16 contains 176138 members 
Mstep: Class 17 contains 12060 members 
Mstep: Class 18 contains 17736 members 
Mstep: Class 19 contains 32229 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 158210 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703688.000000 Penalty: 88826.445312
Iteration 260F: 27 clusters Score -1.327037e+08 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27298 members 
Mstep: Class 4 contains 9075 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 88982 members 
Mstep: Class 7 contains 19002 members 
Mstep: Class 8 contains 126120 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4598 members 
Mstep: Class 11 contains 2066 members 
Mstep: Class 12 contains 165388 members 
Mstep: Class 13 contains 65359 members 
Mstep: Class 14 contains 33704 members 
Mstep: Class 15 contains 14515 members 
Mstep: Class 16 contains 176126 members 
Mstep: Class 17 contains 12035 members 
Mstep: Class 18 contains 17736 members 
Mstep: Class 19 contains 32225 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 158610 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703776.000000 Penalty: 88826.445312
Iteration 261Q: 27 clusters Score -1.327038e+08 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27289 members 
Mstep: Class 4 contains 9071 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 88906 members 
Mstep: Class 7 contains 18977 members 
Mstep: Class 8 contains 126100 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4598 members 
Mstep: Class 11 contains 2066 members 
Mstep: Class 12 contains 165058 members 
Mstep: Class 13 contains 65351 members 
Mstep: Class 14 contains 33712 members 
Mstep: Class 15 contains 14515 members 
Mstep: Class 16 contains 176136 members 
Mstep: Class 17 contains 12020 members 
Mstep: Class 18 contains 17739 members 
Mstep: Class 19 contains 32217 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159084 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704080.000000 Penalty: 88826.445312
Iteration 262Q: 27 clusters Score -1.327041e+08 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27281 members 
Mstep: Class 4 contains 9070 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 88825 members 
Mstep: Class 7 contains 18956 members 
Mstep: Class 8 contains 126094 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4598 members 
Mstep: Class 11 contains 2066 members 
Mstep: Class 12 contains 164736 members 
Mstep: Class 13 contains 65355 members 
Mstep: Class 14 contains 33708 members 
Mstep: Class 15 contains 14503 members 
Mstep: Class 16 contains 176133 members 
Mstep: Class 17 contains 12002 members 
Mstep: Class 18 contains 17745 members 
Mstep: Class 19 contains 32209 members 
Mstep: Class 20 contains 3936 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159557 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704520.000000 Penalty: 88826.445312
Iteration 263Q: 27 clusters Score -1.327045e+08 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27286 members 
Mstep: Class 4 contains 9064 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 88733 members 
Mstep: Class 7 contains 18939 members 
Mstep: Class 8 contains 126105 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4598 members 
Mstep: Class 11 contains 2066 members 
Mstep: Class 12 contains 164406 members 
Mstep: Class 13 contains 65373 members 
Mstep: Class 14 contains 33692 members 
Mstep: Class 15 contains 14493 members 
Mstep: Class 16 contains 176118 members 
Mstep: Class 17 contains 11987 members 
Mstep: Class 18 contains 17740 members 
Mstep: Class 19 contains 32194 members 
Mstep: Class 20 contains 3936 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 160044 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704584.000000 Penalty: 88826.445312
Iteration 264Q: 27 clusters Score -1.327046e+08 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27301 members 
Mstep: Class 4 contains 9057 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 88623 members 
Mstep: Class 7 contains 18914 members 
Mstep: Class 8 contains 126099 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4598 members 
Mstep: Class 11 contains 2066 members 
Mstep: Class 12 contains 164073 members 
Mstep: Class 13 contains 65398 members 
Mstep: Class 14 contains 33662 members 
Mstep: Class 15 contains 14486 members 
Mstep: Class 16 contains 176107 members 
Mstep: Class 17 contains 11963 members 
Mstep: Class 18 contains 17738 members 
Mstep: Class 19 contains 32188 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 160568 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704472.000000 Penalty: 88826.445312
Iteration 265Q: 27 clusters Score -1.327045e+08 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27323 members 
Mstep: Class 4 contains 9063 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 88497 members 
Mstep: Class 7 contains 18874 members 
Mstep: Class 8 contains 126109 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4598 members 
Mstep: Class 11 contains 2066 members 
Mstep: Class 12 contains 163767 members 
Mstep: Class 13 contains 65441 members 
Mstep: Class 14 contains 33642 members 
Mstep: Class 15 contains 14464 members 
Mstep: Class 16 contains 176096 members 
Mstep: Class 17 contains 11945 members 
Mstep: Class 18 contains 17742 members 
Mstep: Class 19 contains 32162 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 161052 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704712.000000 Penalty: 88826.445312
Iteration 266Q: 27 clusters Score -1.327047e+08 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27341 members 
Mstep: Class 4 contains 9061 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 88368 members 
Mstep: Class 7 contains 18854 members 
Mstep: Class 8 contains 126119 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4598 members 
Mstep: Class 11 contains 2067 members 
Mstep: Class 12 contains 163514 members 
Mstep: Class 13 contains 65476 members 
Mstep: Class 14 contains 33611 members 
Mstep: Class 15 contains 14440 members 
Mstep: Class 16 contains 176081 members 
Mstep: Class 17 contains 11928 members 
Mstep: Class 18 contains 17741 members 
Mstep: Class 19 contains 32168 members 
Mstep: Class 20 contains 3932 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 161475 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704816.000000 Penalty: 88826.445312
Iteration 267Q: 27 clusters Score -1.327048e+08 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27355 members 
Mstep: Class 4 contains 9049 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 88222 members 
Mstep: Class 7 contains 18826 members 
Mstep: Class 8 contains 126120 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4598 members 
Mstep: Class 11 contains 2066 members 
Mstep: Class 12 contains 163335 members 
Mstep: Class 13 contains 65495 members 
Mstep: Class 14 contains 33608 members 
Mstep: Class 15 contains 14424 members 
Mstep: Class 16 contains 176033 members 
Mstep: Class 17 contains 11905 members 
Mstep: Class 18 contains 17740 members 
Mstep: Class 19 contains 32150 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 161917 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705016.000000 Penalty: 88826.445312
Iteration 268Q: 27 clusters Score -1.32705e+08 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27372 members 
Mstep: Class 4 contains 9037 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 88088 members 
Mstep: Class 7 contains 18816 members 
Mstep: Class 8 contains 126115 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4598 members 
Mstep: Class 11 contains 2064 members 
Mstep: Class 12 contains 163157 members 
Mstep: Class 13 contains 65528 members 
Mstep: Class 14 contains 33598 members 
Mstep: Class 15 contains 14408 members 
Mstep: Class 16 contains 175985 members 
Mstep: Class 17 contains 11883 members 
Mstep: Class 18 contains 17744 members 
Mstep: Class 19 contains 32143 members 
Mstep: Class 20 contains 3932 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 162306 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705040.000000 Penalty: 88826.445312
Iteration 269Q: 27 clusters Score -1.32705e+08 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27398 members 
Mstep: Class 4 contains 9032 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 87946 members 
Mstep: Class 7 contains 18811 members 
Mstep: Class 8 contains 126105 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4598 members 
Mstep: Class 11 contains 2064 members 
Mstep: Class 12 contains 163042 members 
Mstep: Class 13 contains 65560 members 
Mstep: Class 14 contains 33591 members 
Mstep: Class 15 contains 14384 members 
Mstep: Class 16 contains 175972 members 
Mstep: Class 17 contains 11855 members 
Mstep: Class 18 contains 17746 members 
Mstep: Class 19 contains 32164 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 162575 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705240.000000 Penalty: 88826.445312
Iteration 270Q: 27 clusters Score -1.327052e+08 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27417 members 
Mstep: Class 4 contains 9033 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 87820 members 
Mstep: Class 7 contains 18804 members 
Mstep: Class 8 contains 126110 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2066 members 
Mstep: Class 12 contains 162995 members 
Mstep: Class 13 contains 65604 members 
Mstep: Class 14 contains 33578 members 
Mstep: Class 15 contains 14363 members 
Mstep: Class 16 contains 175961 members 
Mstep: Class 17 contains 11834 members 
Mstep: Class 18 contains 17755 members 
Mstep: Class 19 contains 32184 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 162724 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705368.000000 Penalty: 88826.445312
Iteration 271Q: 27 clusters Score -1.327054e+08 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27442 members 
Mstep: Class 4 contains 9026 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 87709 members 
Mstep: Class 7 contains 18790 members 
Mstep: Class 8 contains 126111 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4598 members 
Mstep: Class 11 contains 2068 members 
Mstep: Class 12 contains 163012 members 
Mstep: Class 13 contains 65655 members 
Mstep: Class 14 contains 33569 members 
Mstep: Class 15 contains 14345 members 
Mstep: Class 16 contains 175982 members 
Mstep: Class 17 contains 11820 members 
Mstep: Class 18 contains 17754 members 
Mstep: Class 19 contains 32203 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 162762 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705488.000000 Penalty: 88826.445312
Iteration 272Q: 27 clusters Score -1.327055e+08 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27438 members 
Mstep: Class 4 contains 9020 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 87582 members 
Mstep: Class 7 contains 18769 members 
Mstep: Class 8 contains 126111 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2068 members 
Mstep: Class 12 contains 163184 members 
Mstep: Class 13 contains 65709 members 
Mstep: Class 14 contains 33574 members 
Mstep: Class 15 contains 14329 members 
Mstep: Class 16 contains 175985 members 
Mstep: Class 17 contains 11811 members 
Mstep: Class 18 contains 17753 members 
Mstep: Class 19 contains 32229 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 162685 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705368.000000 Penalty: 88826.445312
Iteration 273Q: 27 clusters Score -1.327054e+08 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27441 members 
Mstep: Class 4 contains 9015 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 87460 members 
Mstep: Class 7 contains 18759 members 
Mstep: Class 8 contains 126124 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2068 members 
Mstep: Class 12 contains 163385 members 
Mstep: Class 13 contains 65751 members 
Mstep: Class 14 contains 33577 members 
Mstep: Class 15 contains 14312 members 
Mstep: Class 16 contains 175983 members 
Mstep: Class 17 contains 11803 members 
Mstep: Class 18 contains 17752 members 
Mstep: Class 19 contains 32240 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 162578 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705632.000000 Penalty: 88826.445312
Iteration 274Q: 27 clusters Score -1.327056e+08 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27459 members 
Mstep: Class 4 contains 9008 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 87360 members 
Mstep: Class 7 contains 18751 members 
Mstep: Class 8 contains 126129 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2068 members 
Mstep: Class 12 contains 163631 members 
Mstep: Class 13 contains 65789 members 
Mstep: Class 14 contains 33576 members 
Mstep: Class 15 contains 14301 members 
Mstep: Class 16 contains 175993 members 
Mstep: Class 17 contains 11793 members 
Mstep: Class 18 contains 17755 members 
Mstep: Class 19 contains 32267 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 162368 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705744.000000 Penalty: 88826.445312
Iteration 275Q: 27 clusters Score -1.327057e+08 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27468 members 
Mstep: Class 4 contains 9004 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 87244 members 
Mstep: Class 7 contains 18745 members 
Mstep: Class 8 contains 126150 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2068 members 
Mstep: Class 12 contains 163938 members 
Mstep: Class 13 contains 65817 members 
Mstep: Class 14 contains 33586 members 
Mstep: Class 15 contains 14299 members 
Mstep: Class 16 contains 175990 members 
Mstep: Class 17 contains 11797 members 
Mstep: Class 18 contains 17756 members 
Mstep: Class 19 contains 32313 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 162073 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705760.000000 Penalty: 88826.445312
Iteration 276Q: 27 clusters Score -1.327058e+08 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27480 members 
Mstep: Class 4 contains 9007 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 87159 members 
Mstep: Class 7 contains 18748 members 
Mstep: Class 8 contains 126178 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4596 members 
Mstep: Class 11 contains 2068 members 
Mstep: Class 12 contains 164289 members 
Mstep: Class 13 contains 65841 members 
Mstep: Class 14 contains 33592 members 
Mstep: Class 15 contains 14300 members 
Mstep: Class 16 contains 175977 members 
Mstep: Class 17 contains 11804 members 
Mstep: Class 18 contains 17756 members 
Mstep: Class 19 contains 32330 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 161720 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705632.000000 Penalty: 88826.445312
Iteration 277Q: 27 clusters Score -1.327056e+08 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27494 members 
Mstep: Class 4 contains 9004 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 87101 members 
Mstep: Class 7 contains 18749 members 
Mstep: Class 8 contains 126194 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4596 members 
Mstep: Class 11 contains 2068 members 
Mstep: Class 12 contains 164621 members 
Mstep: Class 13 contains 65876 members 
Mstep: Class 14 contains 33599 members 
Mstep: Class 15 contains 14292 members 
Mstep: Class 16 contains 175983 members 
Mstep: Class 17 contains 11804 members 
Mstep: Class 18 contains 17759 members 
Mstep: Class 19 contains 32349 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 161357 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705264.000000 Penalty: 88826.445312
Iteration 278Q: 27 clusters Score -1.327053e+08 nChanged 781
Entering ConstructFrom: 
Score: -132705264.000000 Penalty: 88826.445312
Entering ConstructFrom: 
Trying to split cluster 1 (291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Entering Unmasked Estep 
Score: -30608.035156 Penalty: 1406.984131
	Iteration 0F: 2 clusters Score -30608.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -29400.398438 Penalty: 2813.968262
	Iteration 0F: 3 clusters Score -29400.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -29610.705078 Penalty: 2813.968262
	Iteration 1F: 3 clusters Score -29610.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -29743.076172 Penalty: 2813.968262
	Iteration 2F: 3 clusters Score -29743.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -29831.355469 Penalty: 2813.968262
	Iteration 3Q: 3 clusters Score -29831.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29941.839844 Penalty: 2813.968262
	Iteration 4Q: 3 clusters Score -29941.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -30029.154297 Penalty: 2813.968262
	Iteration 5Q: 3 clusters Score -30029.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -30171.269531 Penalty: 2813.968262
	Iteration 6Q: 3 clusters Score -30171.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -30171.269531 Penalty: 2813.968262
	Iteration 7F: 3 clusters Score -30171.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -52076.812500 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -52076.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -50651.582031 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -50651.58 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -50870.625000 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -50870.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -50941.734375 Penalty: 3007.637451
	Iteration 2F: 3 clusters Score -50941.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -50995.328125 Penalty: 3007.637451
	Iteration 3Q: 3 clusters Score -50995.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -51004.246094 Penalty: 3007.637451
	Iteration 4Q: 3 clusters Score -51004.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -51010.527344 Penalty: 3007.637451
	Iteration 5Q: 3 clusters Score -51010.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -51017.371094 Penalty: 3007.637451
	Iteration 6Q: 3 clusters Score -51017.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -51018.167969 Penalty: 3007.637451
	Iteration 7Q: 3 clusters Score -51018.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -51025.164062 Penalty: 3007.637451
	Iteration 8Q: 3 clusters Score -51025.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -51027.242188 Penalty: 3007.637451
	Iteration 9Q: 3 clusters Score -51027.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -51027.242188 Penalty: 3007.637451
	Iteration 10F: 3 clusters Score -51027.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Entering Unmasked Estep 
Score: -3744873.500000 Penalty: 2535.113525
	Iteration 0F: 2 clusters Score -3744874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -3725964.750000 Penalty: 5070.227051
	Iteration 0F: 3 clusters Score -3725965 nChanged 12339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -3732673.000000 Penalty: 5070.227051
	Iteration 1F: 3 clusters Score -3732673 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -3733147.000000 Penalty: 5070.227051
	Iteration 2Q: 3 clusters Score -3733147 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -3733749.250000 Penalty: 5070.227051
	Iteration 3Q: 3 clusters Score -3733749 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -3734586.250000 Penalty: 5070.227051
	Iteration 4Q: 3 clusters Score -3734586 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -3735597.750000 Penalty: 5070.227051
	Iteration 5F: 3 clusters Score -3735598 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -3736715.750000 Penalty: 5070.227051
	Iteration 6F: 3 clusters Score -3736716 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -3738036.250000 Penalty: 5070.227051
	Iteration 7F: 3 clusters Score -3738036 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -3739322.000000 Penalty: 5070.227051
	Iteration 8F: 3 clusters Score -3739322 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -3740511.500000 Penalty: 5070.227051
	Iteration 9F: 3 clusters Score -3740512 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -3741455.500000 Penalty: 5070.227051
	Iteration 10F: 3 clusters Score -3741456 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -3742184.250000 Penalty: 5070.227051
	Iteration 11Q: 3 clusters Score -3742184 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -3742699.500000 Penalty: 5070.227051
	Iteration 12Q: 3 clusters Score -3742700 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -3743118.750000 Penalty: 5070.227051
	Iteration 13Q: 3 clusters Score -3743119 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -3743473.750000 Penalty: 5070.227051
	Iteration 14Q: 3 clusters Score -3743474 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -3743767.250000 Penalty: 5070.227051
	Iteration 15Q: 3 clusters Score -3743767 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -3744011.000000 Penalty: 5070.227051
	Iteration 16Q: 3 clusters Score -3744011 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -3744282.250000 Penalty: 5070.227051
	Iteration 17Q: 3 clusters Score -3744282 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3744531.250000 Penalty: 5070.227051
	Iteration 18Q: 3 clusters Score -3744531 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3744757.750000 Penalty: 5070.227051
	Iteration 19Q: 3 clusters Score -3744758 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3744853.250000 Penalty: 5070.227051
	Iteration 20F: 3 clusters Score -3744853 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3744897.500000 Penalty: 5070.227051
	Iteration 21Q: 3 clusters Score -3744898 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3744916.500000 Penalty: 5070.227051
	Iteration 22Q: 3 clusters Score -3744916 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3744942.750000 Penalty: 5070.227051
	Iteration 23Q: 3 clusters Score -3744943 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3744949.250000 Penalty: 5070.227051
	Iteration 24Q: 3 clusters Score -3744949 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3744968.250000 Penalty: 5070.227051
	Iteration 25Q: 3 clusters Score -3744968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3744969.750000 Penalty: 5070.227051
	Iteration 26Q: 3 clusters Score -3744970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3744976.750000 Penalty: 5070.227051
	Iteration 27Q: 3 clusters Score -3744977 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3744985.500000 Penalty: 5070.227051
	Iteration 28Q: 3 clusters Score -3744986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3744983.000000 Penalty: 5070.227051
	Iteration 29Q: 3 clusters Score -3744983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3744985.250000 Penalty: 5070.227051
	Iteration 30Q: 3 clusters Score -3744985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3744981.750000 Penalty: 5070.227051
	Iteration 31Q: 3 clusters Score -3744982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3744984.750000 Penalty: 5070.227051
	Iteration 32Q: 3 clusters Score -3744985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3744983.500000 Penalty: 5070.227051
	Iteration 33Q: 3 clusters Score -3744984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3744986.000000 Penalty: 5070.227051
	Iteration 34Q: 3 clusters Score -3744986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3744986.000000 Penalty: 5070.227051
	Iteration 35F: 3 clusters Score -3744986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 26013 members 
Mstep: Class 4 contains 9005 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 87063 members 
Mstep: Class 7 contains 18750 members 
Mstep: Class 8 contains 126215 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4596 members 
Mstep: Class 11 contains 2068 members 
Mstep: Class 12 contains 164976 members 
Mstep: Class 13 contains 65901 members 
Mstep: Class 14 contains 33588 members 
Mstep: Class 15 contains 14294 members 
Mstep: Class 16 contains 175982 members 
Mstep: Class 17 contains 11805 members 
Mstep: Class 18 contains 17760 members 
Mstep: Class 19 contains 32369 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 160966 members 
Mstep: Class 26 contains 554 members 
Mstep: Class 27 contains 1495 members 
Entering Unmasked Estep 
Score: -132704240.000000 Penalty: 92242.843750
Splitting cluster 3 changes total score from -132705264.000000 to -132704240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (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: -1209510.000000 Penalty: 2258.172852
	Iteration 0F: 2 clusters Score -1209510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1202467.500000 Penalty: 4516.345703
	Iteration 0F: 3 clusters Score -1202468 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1204633.250000 Penalty: 4516.345703
	Iteration 1F: 3 clusters Score -1204633 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1205072.625000 Penalty: 4516.345703
	Iteration 2F: 3 clusters Score -1205073 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1205510.750000 Penalty: 4516.345703
	Iteration 3F: 3 clusters Score -1205511 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1206008.500000 Penalty: 4516.345703
	Iteration 4F: 3 clusters Score -1206008 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1206437.000000 Penalty: 4516.345703
	Iteration 5F: 3 clusters Score -1206437 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1206825.750000 Penalty: 4516.345703
	Iteration 6F: 3 clusters Score -1206826 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1207187.750000 Penalty: 4516.345703
	Iteration 7F: 3 clusters Score -1207188 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1207530.375000 Penalty: 4516.345703
	Iteration 8Q: 3 clusters Score -1207530 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1207849.500000 Penalty: 4516.345703
	Iteration 9Q: 3 clusters Score -1207850 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1208135.500000 Penalty: 4516.345703
	Iteration 10Q: 3 clusters Score -1208136 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1208387.750000 Penalty: 4516.345703
	Iteration 11Q: 3 clusters Score -1208388 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1208573.250000 Penalty: 4516.345703
	Iteration 12Q: 3 clusters Score -1208573 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1208720.000000 Penalty: 4516.345703
	Iteration 13Q: 3 clusters Score -1208720 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1208803.875000 Penalty: 4516.345703
	Iteration 14Q: 3 clusters Score -1208804 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1208846.625000 Penalty: 4516.345703
	Iteration 15Q: 3 clusters Score -1208847 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1208869.000000 Penalty: 4516.345703
	Iteration 16Q: 3 clusters Score -1208869 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1208879.875000 Penalty: 4516.345703
	Iteration 17Q: 3 clusters Score -1208880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1208884.000000 Penalty: 4516.345703
	Iteration 18Q: 3 clusters Score -1208884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1208885.750000 Penalty: 4516.345703
	Iteration 19Q: 3 clusters Score -1208886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1208888.125000 Penalty: 4516.345703
	Iteration 20F: 3 clusters Score -1208888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1208884.750000 Penalty: 4516.345703
	Iteration 21Q: 3 clusters Score -1208885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1208887.500000 Penalty: 4516.345703
	Iteration 22Q: 3 clusters Score -1208888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1208889.500000 Penalty: 4516.345703
	Iteration 23Q: 3 clusters Score -1208890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1208889.625000 Penalty: 4516.345703
	Iteration 24Q: 3 clusters Score -1208890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1208890.625000 Penalty: 4516.345703
	Iteration 25Q: 3 clusters Score -1208891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1208890.625000 Penalty: 4516.345703
	Iteration 26F: 3 clusters Score -1208891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Entering Unmasked Estep 
Score: -58716.781250 Penalty: 1523.758057
	Iteration 0F: 2 clusters Score -58716.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -57297.003906 Penalty: 3047.516113
	Iteration 0F: 3 clusters Score -57297 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -57483.710938 Penalty: 3047.516113
	Iteration 1F: 3 clusters Score -57483.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -57593.308594 Penalty: 3047.516113
	Iteration 2F: 3 clusters Score -57593.31 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -57694.851562 Penalty: 3047.516113
	Iteration 3Q: 3 clusters Score -57694.85 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -57826.007812 Penalty: 3047.516113
	Iteration 4F: 3 clusters Score -57826.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -57891.359375 Penalty: 3047.516113
	Iteration 5Q: 3 clusters Score -57891.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -57946.109375 Penalty: 3047.516113
	Iteration 6Q: 3 clusters Score -57946.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -57996.554688 Penalty: 3047.516113
	Iteration 7Q: 3 clusters Score -57996.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -58034.101562 Penalty: 3047.516113
	Iteration 8Q: 3 clusters Score -58034.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -58049.562500 Penalty: 3047.516113
	Iteration 9Q: 3 clusters Score -58049.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -58085.191406 Penalty: 3047.516113
	Iteration 10Q: 3 clusters Score -58085.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -58100.605469 Penalty: 3047.516113
	Iteration 11Q: 3 clusters Score -58100.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -58100.605469 Penalty: 3047.516113
	Iteration 12F: 3 clusters Score -58100.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (87063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87063 members 
Entering Unmasked Estep 
Score: -12304215.000000 Penalty: 2820.848145
	Iteration 0F: 2 clusters Score -1.230422e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43260 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -12246451.000000 Penalty: 5641.696289
	Iteration 0F: 3 clusters Score -1.224645e+07 nChanged 40737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 46772 members 
Entering Unmasked Estep 
Score: -12269895.000000 Penalty: 5641.696289
	Iteration 1F: 3 clusters Score -1.22699e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Mstep: Class 2 contains 48603 members 
Entering Unmasked Estep 
Score: -12271247.000000 Penalty: 5641.696289
	Iteration 2Q: 3 clusters Score -1.227125e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 51290 members 
Entering Unmasked Estep 
Score: -12272893.000000 Penalty: 5641.696289
	Iteration 3Q: 3 clusters Score -1.227289e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 55088 members 
Entering Unmasked Estep 
Score: -12275848.000000 Penalty: 5641.696289
	Iteration 4F: 3 clusters Score -1.227585e+07 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 59942 members 
Entering Unmasked Estep 
Score: -12280184.000000 Penalty: 5641.696289
	Iteration 5F: 3 clusters Score -1.228018e+07 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 65366 members 
Entering Unmasked Estep 
Score: -12285656.000000 Penalty: 5641.696289
	Iteration 6F: 3 clusters Score -1.228566e+07 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 70187 members 
Entering Unmasked Estep 
Score: -12290537.000000 Penalty: 5641.696289
	Iteration 7F: 3 clusters Score -1.229054e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 73695 members 
Entering Unmasked Estep 
Score: -12294140.000000 Penalty: 5641.696289
	Iteration 8Q: 3 clusters Score -1.229414e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 76035 members 
Entering Unmasked Estep 
Score: -12296383.000000 Penalty: 5641.696289
	Iteration 9Q: 3 clusters Score -1.229638e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 77675 members 
Entering Unmasked Estep 
Score: -12297753.000000 Penalty: 5641.696289
	Iteration 10Q: 3 clusters Score -1.229775e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 78945 members 
Entering Unmasked Estep 
Score: -12298720.000000 Penalty: 5641.696289
	Iteration 11Q: 3 clusters Score -1.229872e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 79911 members 
Entering Unmasked Estep 
Score: -12299417.000000 Penalty: 5641.696289
	Iteration 12Q: 3 clusters Score -1.229942e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 80683 members 
Entering Unmasked Estep 
Score: -12299862.000000 Penalty: 5641.696289
	Iteration 13Q: 3 clusters Score -1.229986e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 81348 members 
Entering Unmasked Estep 
Score: -12300201.000000 Penalty: 5641.696289
	Iteration 14Q: 3 clusters Score -1.23002e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 81865 members 
Entering Unmasked Estep 
Score: -12300397.000000 Penalty: 5641.696289
	Iteration 15Q: 3 clusters Score -1.23004e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 82318 members 
Entering Unmasked Estep 
Score: -12300577.000000 Penalty: 5641.696289
	Iteration 16Q: 3 clusters Score -1.230058e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 82714 members 
Entering Unmasked Estep 
Score: -12300738.000000 Penalty: 5641.696289
	Iteration 17Q: 3 clusters Score -1.230074e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 83079 members 
Entering Unmasked Estep 
Score: -12300864.000000 Penalty: 5641.696289
	Iteration 18Q: 3 clusters Score -1.230086e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 83412 members 
Entering Unmasked Estep 
Score: -12300978.000000 Penalty: 5641.696289
	Iteration 19Q: 3 clusters Score -1.230098e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 83693 members 
Entering Unmasked Estep 
Score: -12301098.000000 Penalty: 5641.696289
	Iteration 20F: 3 clusters Score -1.23011e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 83968 members 
Entering Unmasked Estep 
Score: -12301199.000000 Penalty: 5641.696289
	Iteration 21Q: 3 clusters Score -1.23012e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 84191 members 
Entering Unmasked Estep 
Score: -12301245.000000 Penalty: 5641.696289
	Iteration 22Q: 3 clusters Score -1.230124e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 84382 members 
Entering Unmasked Estep 
Score: -12301319.000000 Penalty: 5641.696289
	Iteration 23Q: 3 clusters Score -1.230132e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 84556 members 
Entering Unmasked Estep 
Score: -12301393.000000 Penalty: 5641.696289
	Iteration 24Q: 3 clusters Score -1.230139e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 84702 members 
Entering Unmasked Estep 
Score: -12301465.000000 Penalty: 5641.696289
	Iteration 25Q: 3 clusters Score -1.230146e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 84808 members 
Entering Unmasked Estep 
Score: -12301491.000000 Penalty: 5641.696289
	Iteration 26Q: 3 clusters Score -1.230149e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 84910 members 
Entering Unmasked Estep 
Score: -12301510.000000 Penalty: 5641.696289
	Iteration 27Q: 3 clusters Score -1.230151e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 85018 members 
Entering Unmasked Estep 
Score: -12301532.000000 Penalty: 5641.696289
	Iteration 28Q: 3 clusters Score -1.230153e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 85113 members 
Entering Unmasked Estep 
Score: -12301576.000000 Penalty: 5641.696289
	Iteration 29Q: 3 clusters Score -1.230158e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 85191 members 
Entering Unmasked Estep 
Score: -12301637.000000 Penalty: 5641.696289
	Iteration 30Q: 3 clusters Score -1.230164e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 85255 members 
Entering Unmasked Estep 
Score: -12301645.000000 Penalty: 5641.696289
	Iteration 31Q: 3 clusters Score -1.230164e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 85319 members 
Entering Unmasked Estep 
Score: -12301668.000000 Penalty: 5641.696289
	Iteration 32Q: 3 clusters Score -1.230167e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 85371 members 
Entering Unmasked Estep 
Score: -12301677.000000 Penalty: 5641.696289
	Iteration 33Q: 3 clusters Score -1.230168e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 85423 members 
Entering Unmasked Estep 
Score: -12301697.000000 Penalty: 5641.696289
	Iteration 34Q: 3 clusters Score -1.23017e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 85467 members 
Entering Unmasked Estep 
Score: -12301717.000000 Penalty: 5641.696289
	Iteration 35Q: 3 clusters Score -1.230172e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 85519 members 
Entering Unmasked Estep 
Score: -12301734.000000 Penalty: 5641.696289
	Iteration 36Q: 3 clusters Score -1.230173e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 85557 members 
Entering Unmasked Estep 
Score: -12301739.000000 Penalty: 5641.696289
	Iteration 37Q: 3 clusters Score -1.230174e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 85600 members 
Entering Unmasked Estep 
Score: -12301745.000000 Penalty: 5641.696289
	Iteration 38Q: 3 clusters Score -1.230174e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 85638 members 
Entering Unmasked Estep 
Score: -12301747.000000 Penalty: 5641.696289
	Iteration 39Q: 3 clusters Score -1.230175e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 85665 members 
Entering Unmasked Estep 
Score: -12301748.000000 Penalty: 5641.696289
	Iteration 40F: 3 clusters Score -1.230175e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 85696 members 
Entering Unmasked Estep 
Score: -12301762.000000 Penalty: 5641.696289
	Iteration 41Q: 3 clusters Score -1.230176e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 85728 members 
Entering Unmasked Estep 
Score: -12301777.000000 Penalty: 5641.696289
	Iteration 42Q: 3 clusters Score -1.230178e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 85752 members 
Entering Unmasked Estep 
Score: -12301777.000000 Penalty: 5641.696289
	Iteration 43Q: 3 clusters Score -1.230178e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 85769 members 
Entering Unmasked Estep 
Score: -12301775.000000 Penalty: 5641.696289
	Iteration 44Q: 3 clusters Score -1.230178e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 85783 members 
Entering Unmasked Estep 
Score: -12301789.000000 Penalty: 5641.696289
	Iteration 45Q: 3 clusters Score -1.230179e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 85798 members 
Entering Unmasked Estep 
Score: -12301791.000000 Penalty: 5641.696289
	Iteration 46Q: 3 clusters Score -1.230179e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 85812 members 
Entering Unmasked Estep 
Score: -12301795.000000 Penalty: 5641.696289
	Iteration 47Q: 3 clusters Score -1.23018e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 85829 members 
Entering Unmasked Estep 
Score: -12301790.000000 Penalty: 5641.696289
	Iteration 48Q: 3 clusters Score -1.230179e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 85845 members 
Entering Unmasked Estep 
Score: -12301795.000000 Penalty: 5641.696289
	Iteration 49Q: 3 clusters Score -1.23018e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 85856 members 
Entering Unmasked Estep 
Score: -12301798.000000 Penalty: 5641.696289
	Iteration 50Q: 3 clusters Score -1.23018e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 85865 members 
Entering Unmasked Estep 
Score: -12301810.000000 Penalty: 5641.696289
	Iteration 51Q: 3 clusters Score -1.230181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 85869 members 
Entering Unmasked Estep 
Score: -12301805.000000 Penalty: 5641.696289
	Iteration 52Q: 3 clusters Score -1.23018e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 85874 members 
Entering Unmasked Estep 
Score: -12301796.000000 Penalty: 5641.696289
	Iteration 53Q: 3 clusters Score -1.23018e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 85878 members 
Entering Unmasked Estep 
Score: -12301795.000000 Penalty: 5641.696289
	Iteration 54Q: 3 clusters Score -1.23018e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 85883 members 
Entering Unmasked Estep 
Score: -12301799.000000 Penalty: 5641.696289
	Iteration 55Q: 3 clusters Score -1.23018e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 85890 members 
Entering Unmasked Estep 
Score: -12301801.000000 Penalty: 5641.696289
	Iteration 56Q: 3 clusters Score -1.23018e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 85898 members 
Entering Unmasked Estep 
Score: -12301819.000000 Penalty: 5641.696289
	Iteration 57Q: 3 clusters Score -1.230182e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 85904 members 
Entering Unmasked Estep 
Score: -12301841.000000 Penalty: 5641.696289
	Iteration 58Q: 3 clusters Score -1.230184e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 85910 members 
Entering Unmasked Estep 
Score: -12301838.000000 Penalty: 5641.696289
	Iteration 59Q: 3 clusters Score -1.230184e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 85914 members 
Entering Unmasked Estep 
Score: -12301836.000000 Penalty: 5641.696289
	Iteration 60F: 3 clusters Score -1.230184e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 85919 members 
Entering Unmasked Estep 
Score: -12301829.000000 Penalty: 5641.696289
	Iteration 61Q: 3 clusters Score -1.230183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 85923 members 
Entering Unmasked Estep 
Score: -12301846.000000 Penalty: 5641.696289
	Iteration 62Q: 3 clusters Score -1.230185e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 85931 members 
Entering Unmasked Estep 
Score: -12301839.000000 Penalty: 5641.696289
	Iteration 63Q: 3 clusters Score -1.230184e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 85940 members 
Entering Unmasked Estep 
Score: -12301850.000000 Penalty: 5641.696289
	Iteration 64Q: 3 clusters Score -1.230185e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 85951 members 
Entering Unmasked Estep 
Score: -12301854.000000 Penalty: 5641.696289
	Iteration 65Q: 3 clusters Score -1.230185e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 85960 members 
Entering Unmasked Estep 
Score: -12301856.000000 Penalty: 5641.696289
	Iteration 66Q: 3 clusters Score -1.230186e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 85965 members 
Entering Unmasked Estep 
Score: -12301842.000000 Penalty: 5641.696289
	Iteration 67Q: 3 clusters Score -1.230184e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 85972 members 
Entering Unmasked Estep 
Score: -12301856.000000 Penalty: 5641.696289
	Iteration 68Q: 3 clusters Score -1.230186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 85977 members 
Entering Unmasked Estep 
Score: -12301847.000000 Penalty: 5641.696289
	Iteration 69Q: 3 clusters Score -1.230185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 85981 members 
Entering Unmasked Estep 
Score: -12301855.000000 Penalty: 5641.696289
	Iteration 70Q: 3 clusters Score -1.230186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 85982 members 
Entering Unmasked Estep 
Score: -12301855.000000 Penalty: 5641.696289
	Iteration 71Q: 3 clusters Score -1.230186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 85983 members 
Entering Unmasked Estep 
Score: -12301859.000000 Penalty: 5641.696289
	Iteration 72Q: 3 clusters Score -1.230186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 85984 members 
Entering Unmasked Estep 
Score: -12301861.000000 Penalty: 5641.696289
	Iteration 73Q: 3 clusters Score -1.230186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 85987 members 
Entering Unmasked Estep 
Score: -12301877.000000 Penalty: 5641.696289
	Iteration 74Q: 3 clusters Score -1.230188e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 85992 members 
Entering Unmasked Estep 
Score: -12301877.000000 Penalty: 5641.696289
	Iteration 75Q: 3 clusters Score -1.230188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 85996 members 
Entering Unmasked Estep 
Score: -12301882.000000 Penalty: 5641.696289
	Iteration 76Q: 3 clusters Score -1.230188e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 86001 members 
Entering Unmasked Estep 
Score: -12301887.000000 Penalty: 5641.696289
	Iteration 77Q: 3 clusters Score -1.230189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 86001 members 
Entering Unmasked Estep 
Score: -12301889.000000 Penalty: 5641.696289
	Iteration 78Q: 3 clusters Score -1.230189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 86003 members 
Entering Unmasked Estep 
Score: -12301884.000000 Penalty: 5641.696289
	Iteration 79Q: 3 clusters Score -1.230188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 86006 members 
Entering Unmasked Estep 
Score: -12301888.000000 Penalty: 5641.696289
	Iteration 80F: 3 clusters Score -1.230189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 86009 members 
Entering Unmasked Estep 
Score: -12301897.000000 Penalty: 5641.696289
	Iteration 81Q: 3 clusters Score -1.23019e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 86012 members 
Entering Unmasked Estep 
Score: -12301889.000000 Penalty: 5641.696289
	Iteration 82Q: 3 clusters Score -1.230189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 86012 members 
Entering Unmasked Estep 
Score: -12301899.000000 Penalty: 5641.696289
	Iteration 83Q: 3 clusters Score -1.23019e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 86014 members 
Entering Unmasked Estep 
Score: -12301895.000000 Penalty: 5641.696289
	Iteration 84Q: 3 clusters Score -1.23019e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 86015 members 
Entering Unmasked Estep 
Score: -12301897.000000 Penalty: 5641.696289
	Iteration 85Q: 3 clusters Score -1.23019e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 86015 members 
Entering Unmasked Estep 
Score: -12301904.000000 Penalty: 5641.696289
	Iteration 86Q: 3 clusters Score -1.23019e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 86015 members 
Entering Unmasked Estep 
Score: -12301904.000000 Penalty: 5641.696289
	Iteration 87Q: 3 clusters Score -1.23019e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 86018 members 
Entering Unmasked Estep 
Score: -12301899.000000 Penalty: 5641.696289
	Iteration 88Q: 3 clusters Score -1.23019e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 86019 members 
Entering Unmasked Estep 
Score: -12301908.000000 Penalty: 5641.696289
	Iteration 89Q: 3 clusters Score -1.230191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 86019 members 
Entering Unmasked Estep 
Score: -12301911.000000 Penalty: 5641.696289
	Iteration 90Q: 3 clusters Score -1.230191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 86021 members 
Entering Unmasked Estep 
Score: -12301918.000000 Penalty: 5641.696289
	Iteration 91Q: 3 clusters Score -1.230192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 86021 members 
Entering Unmasked Estep 
Score: -12301914.000000 Penalty: 5641.696289
	Iteration 92Q: 3 clusters Score -1.230191e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 86021 members 
Entering Unmasked Estep 
Score: -12301914.000000 Penalty: 5641.696289
	Iteration 93F: 3 clusters Score -1.230191e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Entering Unmasked Estep 
Score: -2669661.750000 Penalty: 2440.059326
	Iteration 0F: 2 clusters Score -2669662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2656429.250000 Penalty: 4880.118652
	Iteration 0F: 3 clusters Score -2656429 nChanged 8185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -2660774.750000 Penalty: 4880.118652
	Iteration 1F: 3 clusters Score -2660775 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -2661120.500000 Penalty: 4880.118652
	Iteration 2F: 3 clusters Score -2661120 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2661351.750000 Penalty: 4880.118652
	Iteration 3Q: 3 clusters Score -2661352 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -2661555.500000 Penalty: 4880.118652
	Iteration 4Q: 3 clusters Score -2661556 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -2661726.500000 Penalty: 4880.118652
	Iteration 5Q: 3 clusters Score -2661726 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -2661883.000000 Penalty: 4880.118652
	Iteration 6Q: 3 clusters Score -2661883 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -2662081.750000 Penalty: 4880.118652
	Iteration 7Q: 3 clusters Score -2662082 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -2662275.000000 Penalty: 4880.118652
	Iteration 8Q: 3 clusters Score -2662275 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -2662553.250000 Penalty: 4880.118652
	Iteration 9Q: 3 clusters Score -2662553 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -2662961.250000 Penalty: 4880.118652
	Iteration 10Q: 3 clusters Score -2662961 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -2663510.500000 Penalty: 4880.118652
	Iteration 11Q: 3 clusters Score -2663510 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -2664110.000000 Penalty: 4880.118652
	Iteration 12Q: 3 clusters Score -2664110 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -2664781.250000 Penalty: 4880.118652
	Iteration 13Q: 3 clusters Score -2664781 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2665441.250000 Penalty: 4880.118652
	Iteration 14Q: 3 clusters Score -2665441 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2666011.750000 Penalty: 4880.118652
	Iteration 15Q: 3 clusters Score -2666012 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2666489.750000 Penalty: 4880.118652
	Iteration 16Q: 3 clusters Score -2666490 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2666805.750000 Penalty: 4880.118652
	Iteration 17Q: 3 clusters Score -2666806 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2667024.750000 Penalty: 4880.118652
	Iteration 18Q: 3 clusters Score -2667025 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2667182.750000 Penalty: 4880.118652
	Iteration 19Q: 3 clusters Score -2667183 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2667265.250000 Penalty: 4880.118652
	Iteration 20F: 3 clusters Score -2667265 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2667336.500000 Penalty: 4880.118652
	Iteration 21Q: 3 clusters Score -2667336 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2667391.250000 Penalty: 4880.118652
	Iteration 22Q: 3 clusters Score -2667391 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2667436.750000 Penalty: 4880.118652
	Iteration 23Q: 3 clusters Score -2667437 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2667473.500000 Penalty: 4880.118652
	Iteration 24Q: 3 clusters Score -2667474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2667498.500000 Penalty: 4880.118652
	Iteration 25Q: 3 clusters Score -2667498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2667510.750000 Penalty: 4880.118652
	Iteration 26Q: 3 clusters Score -2667511 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2667531.500000 Penalty: 4880.118652
	Iteration 27Q: 3 clusters Score -2667532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2667547.000000 Penalty: 4880.118652
	Iteration 28Q: 3 clusters Score -2667547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2667559.250000 Penalty: 4880.118652
	Iteration 29Q: 3 clusters Score -2667559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2667559.500000 Penalty: 4880.118652
	Iteration 30Q: 3 clusters Score -2667560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2667563.250000 Penalty: 4880.118652
	Iteration 31Q: 3 clusters Score -2667563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2667562.750000 Penalty: 4880.118652
	Iteration 32Q: 3 clusters Score -2667563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2667570.250000 Penalty: 4880.118652
	Iteration 33Q: 3 clusters Score -2667570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2667571.750000 Penalty: 4880.118652
	Iteration 34Q: 3 clusters Score -2667572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2667575.500000 Penalty: 4880.118652
	Iteration 35Q: 3 clusters Score -2667576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2667579.750000 Penalty: 4880.118652
	Iteration 36Q: 3 clusters Score -2667580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2667579.500000 Penalty: 4880.118652
	Iteration 37Q: 3 clusters Score -2667580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2667580.250000 Penalty: 4880.118652
	Iteration 38Q: 3 clusters Score -2667580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2667581.000000 Penalty: 4880.118652
	Iteration 39Q: 3 clusters Score -2667581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2667581.250000 Penalty: 4880.118652
	Iteration 40F: 3 clusters Score -2667581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (126215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126215 members 
Entering Unmasked Estep 
Score: -17879424.000000 Penalty: 2912.944092
	Iteration 0F: 2 clusters Score -1.787942e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63306 members 
Mstep: Class 2 contains 62909 members 
Entering Unmasked Estep 
Score: -17798454.000000 Penalty: 5825.888184
	Iteration 0F: 3 clusters Score -1.779845e+07 nChanged 60172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65178 members 
Mstep: Class 2 contains 61037 members 
Entering Unmasked Estep 
Score: -17832768.000000 Penalty: 5825.888184
	Iteration 1F: 3 clusters Score -1.783277e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66333 members 
Mstep: Class 2 contains 59882 members 
Entering Unmasked Estep 
Score: -17833446.000000 Penalty: 5825.888184
	Iteration 2Q: 3 clusters Score -1.783345e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68189 members 
Mstep: Class 2 contains 58026 members 
Entering Unmasked Estep 
Score: -17834276.000000 Penalty: 5825.888184
	Iteration 3Q: 3 clusters Score -1.783428e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71030 members 
Mstep: Class 2 contains 55185 members 
Entering Unmasked Estep 
Score: -17835524.000000 Penalty: 5825.888184
	Iteration 4Q: 3 clusters Score -1.783552e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75254 members 
Mstep: Class 2 contains 50961 members 
Entering Unmasked Estep 
Score: -17837472.000000 Penalty: 5825.888184
	Iteration 5Q: 3 clusters Score -1.783747e+07 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81435 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -17840850.000000 Penalty: 5825.888184
	Iteration 6F: 3 clusters Score -1.784085e+07 nChanged 8807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90164 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -17846942.000000 Penalty: 5825.888184
	Iteration 7F: 3 clusters Score -1.784694e+07 nChanged 10779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100921 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -17855372.000000 Penalty: 5825.888184
	Iteration 8F: 3 clusters Score -1.785537e+07 nChanged 10465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111380 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -17864126.000000 Penalty: 5825.888184
	Iteration 9F: 3 clusters Score -1.786413e+07 nChanged 7434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118810 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -17870244.000000 Penalty: 5825.888184
	Iteration 10F: 3 clusters Score -1.787024e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122861 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -17873882.000000 Penalty: 5825.888184
	Iteration 11Q: 3 clusters Score -1.787388e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124691 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -17875584.000000 Penalty: 5825.888184
	Iteration 12Q: 3 clusters Score -1.787558e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125369 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -17876168.000000 Penalty: 5825.888184
	Iteration 13Q: 3 clusters Score -1.787617e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125622 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -17876464.000000 Penalty: 5825.888184
	Iteration 14Q: 3 clusters Score -1.787646e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125727 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -17876590.000000 Penalty: 5825.888184
	Iteration 15Q: 3 clusters Score -1.787659e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125774 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -17876648.000000 Penalty: 5825.888184
	Iteration 16Q: 3 clusters Score -1.787665e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125813 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -17876716.000000 Penalty: 5825.888184
	Iteration 17Q: 3 clusters Score -1.787672e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125834 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -17876768.000000 Penalty: 5825.888184
	Iteration 18Q: 3 clusters Score -1.787677e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125842 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -17876804.000000 Penalty: 5825.888184
	Iteration 19Q: 3 clusters Score -1.78768e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125860 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -17876822.000000 Penalty: 5825.888184
	Iteration 20F: 3 clusters Score -1.787682e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125871 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -17876836.000000 Penalty: 5825.888184
	Iteration 21Q: 3 clusters Score -1.787684e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125879 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -17876854.000000 Penalty: 5825.888184
	Iteration 22Q: 3 clusters Score -1.787685e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125883 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -17876884.000000 Penalty: 5825.888184
	Iteration 23Q: 3 clusters Score -1.787688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125890 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -17876888.000000 Penalty: 5825.888184
	Iteration 24Q: 3 clusters Score -1.787689e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125897 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -17876896.000000 Penalty: 5825.888184
	Iteration 25Q: 3 clusters Score -1.78769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125897 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -17876894.000000 Penalty: 5825.888184
	Iteration 26Q: 3 clusters Score -1.787689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125900 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -17876896.000000 Penalty: 5825.888184
	Iteration 27Q: 3 clusters Score -1.78769e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125901 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -17876898.000000 Penalty: 5825.888184
	Iteration 28Q: 3 clusters Score -1.78769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125900 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -17876902.000000 Penalty: 5825.888184
	Iteration 29Q: 3 clusters Score -1.78769e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125900 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -17876902.000000 Penalty: 5825.888184
	Iteration 30F: 3 clusters Score -1.78769e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -81528.085938 Penalty: 1584.779663
	Iteration 0F: 2 clusters Score -81528.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -79921.328125 Penalty: 3169.559326
	Iteration 0F: 3 clusters Score -79921.33 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -80083.296875 Penalty: 3169.559326
	Iteration 1F: 3 clusters Score -80083.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -80127.953125 Penalty: 3169.559326
	Iteration 2Q: 3 clusters Score -80127.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -80148.648438 Penalty: 3169.559326
	Iteration 3Q: 3 clusters Score -80148.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -80155.960938 Penalty: 3169.559326
	Iteration 4Q: 3 clusters Score -80155.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -80160.617188 Penalty: 3169.559326
	Iteration 5Q: 3 clusters Score -80160.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -80160.617188 Penalty: 3169.559326
	Iteration 6F: 3 clusters Score -80160.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Entering Unmasked Estep 
Score: -641590.937500 Penalty: 2091.369385
	Iteration 0F: 2 clusters Score -641590.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -637315.937500 Penalty: 4182.738770
	Iteration 0F: 3 clusters Score -637315.9 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -638271.687500 Penalty: 4182.738770
	Iteration 1F: 3 clusters Score -638271.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -638469.125000 Penalty: 4182.738770
	Iteration 2F: 3 clusters Score -638469.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -638601.687500 Penalty: 4182.738770
	Iteration 3Q: 3 clusters Score -638601.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -638704.312500 Penalty: 4182.738770
	Iteration 4Q: 3 clusters Score -638704.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -638785.500000 Penalty: 4182.738770
	Iteration 5Q: 3 clusters Score -638785.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -638837.625000 Penalty: 4182.738770
	Iteration 6Q: 3 clusters Score -638837.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -638878.875000 Penalty: 4182.738770
	Iteration 7Q: 3 clusters Score -638878.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -638912.500000 Penalty: 4182.738770
	Iteration 8Q: 3 clusters Score -638912.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -638939.062500 Penalty: 4182.738770
	Iteration 9Q: 3 clusters Score -638939.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -638962.937500 Penalty: 4182.738770
	Iteration 10Q: 3 clusters Score -638962.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -638979.500000 Penalty: 4182.738770
	Iteration 11Q: 3 clusters Score -638979.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -638991.875000 Penalty: 4182.738770
	Iteration 12Q: 3 clusters Score -638991.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -638999.187500 Penalty: 4182.738770
	Iteration 13Q: 3 clusters Score -638999.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -639009.250000 Penalty: 4182.738770
	Iteration 14Q: 3 clusters Score -639009.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -639016.187500 Penalty: 4182.738770
	Iteration 15Q: 3 clusters Score -639016.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -639027.437500 Penalty: 4182.738770
	Iteration 16Q: 3 clusters Score -639027.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -639036.875000 Penalty: 4182.738770
	Iteration 17Q: 3 clusters Score -639036.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -639043.625000 Penalty: 4182.738770
	Iteration 18Q: 3 clusters Score -639043.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -639051.000000 Penalty: 4182.738770
	Iteration 19Q: 3 clusters Score -639051 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -639059.062500 Penalty: 4182.738770
	Iteration 20F: 3 clusters Score -639059.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -639063.937500 Penalty: 4182.738770
	Iteration 21Q: 3 clusters Score -639063.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -639070.375000 Penalty: 4182.738770
	Iteration 22Q: 3 clusters Score -639070.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -639075.062500 Penalty: 4182.738770
	Iteration 23Q: 3 clusters Score -639075.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -639077.000000 Penalty: 4182.738770
	Iteration 24Q: 3 clusters Score -639077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -639080.187500 Penalty: 4182.738770
	Iteration 25Q: 3 clusters Score -639080.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -639084.062500 Penalty: 4182.738770
	Iteration 26Q: 3 clusters Score -639084.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -639088.125000 Penalty: 4182.738770
	Iteration 27Q: 3 clusters Score -639088.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -639089.750000 Penalty: 4182.738770
	Iteration 28Q: 3 clusters Score -639089.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -639094.437500 Penalty: 4182.738770
	Iteration 29Q: 3 clusters Score -639094.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -639095.750000 Penalty: 4182.738770
	Iteration 30Q: 3 clusters Score -639095.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -639098.187500 Penalty: 4182.738770
	Iteration 31Q: 3 clusters Score -639098.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -639098.312500 Penalty: 4182.738770
	Iteration 32Q: 3 clusters Score -639098.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -639100.625000 Penalty: 4182.738770
	Iteration 33Q: 3 clusters Score -639100.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -639100.500000 Penalty: 4182.738770
	Iteration 34Q: 3 clusters Score -639100.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -639100.875000 Penalty: 4182.738770
	Iteration 35Q: 3 clusters Score -639100.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -639101.750000 Penalty: 4182.738770
	Iteration 36Q: 3 clusters Score -639101.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -639101.937500 Penalty: 4182.738770
	Iteration 37Q: 3 clusters Score -639101.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -639101.937500 Penalty: 4182.738770
	Iteration 38F: 3 clusters Score -639101.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Entering Unmasked Estep 
Score: -284181.625000 Penalty: 1893.315674
	Iteration 0F: 2 clusters Score -284181.6 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 1046 members 
Entering Unmasked Estep 
Score: -281527.718750 Penalty: 3786.631348
	Iteration 0F: 3 clusters Score -281527.7 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -282001.468750 Penalty: 3786.631348
	Iteration 1F: 3 clusters Score -282001.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -282133.281250 Penalty: 3786.631348
	Iteration 2F: 3 clusters Score -282133.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -282223.781250 Penalty: 3786.631348
	Iteration 3Q: 3 clusters Score -282223.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -282288.093750 Penalty: 3786.631348
	Iteration 4Q: 3 clusters Score -282288.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -282329.875000 Penalty: 3786.631348
	Iteration 5Q: 3 clusters Score -282329.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -282349.593750 Penalty: 3786.631348
	Iteration 6Q: 3 clusters Score -282349.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -282369.687500 Penalty: 3786.631348
	Iteration 7Q: 3 clusters Score -282369.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -282385.437500 Penalty: 3786.631348
	Iteration 8Q: 3 clusters Score -282385.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -282408.437500 Penalty: 3786.631348
	Iteration 9Q: 3 clusters Score -282408.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -282435.906250 Penalty: 3786.631348
	Iteration 10Q: 3 clusters Score -282435.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -282452.718750 Penalty: 3786.631348
	Iteration 11Q: 3 clusters Score -282452.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -282464.906250 Penalty: 3786.631348
	Iteration 12Q: 3 clusters Score -282464.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -282476.812500 Penalty: 3786.631348
	Iteration 13Q: 3 clusters Score -282476.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -282483.875000 Penalty: 3786.631348
	Iteration 14Q: 3 clusters Score -282483.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -282494.031250 Penalty: 3786.631348
	Iteration 15Q: 3 clusters Score -282494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -282500.562500 Penalty: 3786.631348
	Iteration 16Q: 3 clusters Score -282500.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -282504.937500 Penalty: 3786.631348
	Iteration 17Q: 3 clusters Score -282504.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -282511.281250 Penalty: 3786.631348
	Iteration 18Q: 3 clusters Score -282511.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -282513.281250 Penalty: 3786.631348
	Iteration 19Q: 3 clusters Score -282513.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -282516.937500 Penalty: 3786.631348
	Iteration 20F: 3 clusters Score -282516.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -282521.625000 Penalty: 3786.631348
	Iteration 21Q: 3 clusters Score -282521.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -282529.000000 Penalty: 3786.631348
	Iteration 22Q: 3 clusters Score -282529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -282536.875000 Penalty: 3786.631348
	Iteration 23Q: 3 clusters Score -282536.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -282541.781250 Penalty: 3786.631348
	Iteration 24Q: 3 clusters Score -282541.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -282546.906250 Penalty: 3786.631348
	Iteration 25Q: 3 clusters Score -282546.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -282548.937500 Penalty: 3786.631348
	Iteration 26Q: 3 clusters Score -282548.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -282554.062500 Penalty: 3786.631348
	Iteration 27Q: 3 clusters Score -282554.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -282557.281250 Penalty: 3786.631348
	Iteration 28Q: 3 clusters Score -282557.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -282559.062500 Penalty: 3786.631348
	Iteration 29Q: 3 clusters Score -282559.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -282562.312500 Penalty: 3786.631348
	Iteration 30Q: 3 clusters Score -282562.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -282565.031250 Penalty: 3786.631348
	Iteration 31Q: 3 clusters Score -282565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -282566.656250 Penalty: 3786.631348
	Iteration 32Q: 3 clusters Score -282566.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -282567.156250 Penalty: 3786.631348
	Iteration 33Q: 3 clusters Score -282567.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -282567.156250 Penalty: 3786.631348
	Iteration 34F: 3 clusters Score -282567.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (164976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164976 members 
Entering Unmasked Estep 
Score: -22994316.000000 Penalty: 2979.361816
	Iteration 0F: 2 clusters Score -2.299432e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82655 members 
Mstep: Class 2 contains 82321 members 
Entering Unmasked Estep 
Score: -22887876.000000 Penalty: 5958.723633
	Iteration 0F: 3 clusters Score -2.288788e+07 nChanged 79137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85280 members 
Mstep: Class 2 contains 79696 members 
Entering Unmasked Estep 
Score: -22933518.000000 Penalty: 5958.723633
	Iteration 1F: 3 clusters Score -2.293352e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86862 members 
Mstep: Class 2 contains 78114 members 
Entering Unmasked Estep 
Score: -22934408.000000 Penalty: 5958.723633
	Iteration 2Q: 3 clusters Score -2.293441e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89283 members 
Mstep: Class 2 contains 75693 members 
Entering Unmasked Estep 
Score: -22935430.000000 Penalty: 5958.723633
	Iteration 3Q: 3 clusters Score -2.293543e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93109 members 
Mstep: Class 2 contains 71867 members 
Entering Unmasked Estep 
Score: -22936812.000000 Penalty: 5958.723633
	Iteration 4Q: 3 clusters Score -2.293681e+07 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98878 members 
Mstep: Class 2 contains 66098 members 
Entering Unmasked Estep 
Score: -22939082.000000 Penalty: 5958.723633
	Iteration 5Q: 3 clusters Score -2.293908e+07 nChanged 9012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107526 members 
Mstep: Class 2 contains 57450 members 
Entering Unmasked Estep 
Score: -22943712.000000 Penalty: 5958.723633
	Iteration 6F: 3 clusters Score -2.294371e+07 nChanged 11968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119386 members 
Mstep: Class 2 contains 45590 members 
Entering Unmasked Estep 
Score: -22951934.000000 Penalty: 5958.723633
	Iteration 7F: 3 clusters Score -2.295193e+07 nChanged 14352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133726 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -22964230.000000 Penalty: 5958.723633
	Iteration 8F: 3 clusters Score -2.296423e+07 nChanged 13986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147712 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -22977620.000000 Penalty: 5958.723633
	Iteration 9F: 3 clusters Score -2.297762e+07 nChanged 9874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157586 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -22987020.000000 Penalty: 5958.723633
	Iteration 10F: 3 clusters Score -2.298702e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162425 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -22990210.000000 Penalty: 5958.723633
	Iteration 11Q: 3 clusters Score -2.299021e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164084 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -22991328.000000 Penalty: 5958.723633
	Iteration 12Q: 3 clusters Score -2.299133e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164512 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -22991544.000000 Penalty: 5958.723633
	Iteration 13Q: 3 clusters Score -2.299154e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164636 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -22991628.000000 Penalty: 5958.723633
	Iteration 14Q: 3 clusters Score -2.299163e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164670 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -22991656.000000 Penalty: 5958.723633
	Iteration 15Q: 3 clusters Score -2.299166e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164694 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -22991708.000000 Penalty: 5958.723633
	Iteration 16Q: 3 clusters Score -2.299171e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164699 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -22991720.000000 Penalty: 5958.723633
	Iteration 17Q: 3 clusters Score -2.299172e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164706 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -22991748.000000 Penalty: 5958.723633
	Iteration 18Q: 3 clusters Score -2.299175e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164707 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -22991750.000000 Penalty: 5958.723633
	Iteration 19Q: 3 clusters Score -2.299175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164710 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -22991742.000000 Penalty: 5958.723633
	Iteration 20F: 3 clusters Score -2.299174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164713 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -22991734.000000 Penalty: 5958.723633
	Iteration 21Q: 3 clusters Score -2.299173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164715 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -22991750.000000 Penalty: 5958.723633
	Iteration 22Q: 3 clusters Score -2.299175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164716 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -22991758.000000 Penalty: 5958.723633
	Iteration 23Q: 3 clusters Score -2.299176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164717 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -22991762.000000 Penalty: 5958.723633
	Iteration 24Q: 3 clusters Score -2.299176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164717 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -22991762.000000 Penalty: 5958.723633
	Iteration 25F: 3 clusters Score -2.299176e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (65901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65901 members 
Entering Unmasked Estep 
Score: -9281189.000000 Penalty: 2751.785400
	Iteration 0F: 2 clusters Score -9281189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -9236847.000000 Penalty: 5503.570801
	Iteration 0F: 3 clusters Score -9236847 nChanged 30790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -9254371.000000 Penalty: 5503.570801
	Iteration 1F: 3 clusters Score -9254371 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -9254844.000000 Penalty: 5503.570801
	Iteration 2Q: 3 clusters Score -9254844 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -9255455.000000 Penalty: 5503.570801
	Iteration 3Q: 3 clusters Score -9255455 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -9256080.000000 Penalty: 5503.570801
	Iteration 4Q: 3 clusters Score -9256080 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -9256838.000000 Penalty: 5503.570801
	Iteration 5Q: 3 clusters Score -9256838 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -9257852.000000 Penalty: 5503.570801
	Iteration 6Q: 3 clusters Score -9257852 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -9259373.000000 Penalty: 5503.570801
	Iteration 7Q: 3 clusters Score -9259373 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 42533 members 
Entering Unmasked Estep 
Score: -9261376.000000 Penalty: 5503.570801
	Iteration 8F: 3 clusters Score -9261376 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 45851 members 
Entering Unmasked Estep 
Score: -9263898.000000 Penalty: 5503.570801
	Iteration 9F: 3 clusters Score -9263898 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 49322 members 
Entering Unmasked Estep 
Score: -9266529.000000 Penalty: 5503.570801
	Iteration 10F: 3 clusters Score -9266529 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 52592 members 
Entering Unmasked Estep 
Score: -9269036.000000 Penalty: 5503.570801
	Iteration 11F: 3 clusters Score -9269036 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 55415 members 
Entering Unmasked Estep 
Score: -9271227.000000 Penalty: 5503.570801
	Iteration 12Q: 3 clusters Score -9271227 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 57876 members 
Entering Unmasked Estep 
Score: -9273106.000000 Penalty: 5503.570801
	Iteration 13Q: 3 clusters Score -9273106 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 59884 members 
Entering Unmasked Estep 
Score: -9274627.000000 Penalty: 5503.570801
	Iteration 14Q: 3 clusters Score -9274627 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 61356 members 
Entering Unmasked Estep 
Score: -9275817.000000 Penalty: 5503.570801
	Iteration 15Q: 3 clusters Score -9275817 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 62446 members 
Entering Unmasked Estep 
Score: -9276705.000000 Penalty: 5503.570801
	Iteration 16Q: 3 clusters Score -9276705 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 63206 members 
Entering Unmasked Estep 
Score: -9277321.000000 Penalty: 5503.570801
	Iteration 17Q: 3 clusters Score -9277321 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 63769 members 
Entering Unmasked Estep 
Score: -9277767.000000 Penalty: 5503.570801
	Iteration 18Q: 3 clusters Score -9277767 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 64167 members 
Entering Unmasked Estep 
Score: -9278051.000000 Penalty: 5503.570801
	Iteration 19Q: 3 clusters Score -9278051 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 64449 members 
Entering Unmasked Estep 
Score: -9278266.000000 Penalty: 5503.570801
	Iteration 20F: 3 clusters Score -9278266 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 64651 members 
Entering Unmasked Estep 
Score: -9278442.000000 Penalty: 5503.570801
	Iteration 21Q: 3 clusters Score -9278442 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 64801 members 
Entering Unmasked Estep 
Score: -9278563.000000 Penalty: 5503.570801
	Iteration 22Q: 3 clusters Score -9278563 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 64887 members 
Entering Unmasked Estep 
Score: -9278640.000000 Penalty: 5503.570801
	Iteration 23Q: 3 clusters Score -9278640 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 64946 members 
Entering Unmasked Estep 
Score: -9278684.000000 Penalty: 5503.570801
	Iteration 24Q: 3 clusters Score -9278684 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 64988 members 
Entering Unmasked Estep 
Score: -9278715.000000 Penalty: 5503.570801
	Iteration 25Q: 3 clusters Score -9278715 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 65033 members 
Entering Unmasked Estep 
Score: -9278749.000000 Penalty: 5503.570801
	Iteration 26Q: 3 clusters Score -9278749 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 65072 members 
Entering Unmasked Estep 
Score: -9278771.000000 Penalty: 5503.570801
	Iteration 27Q: 3 clusters Score -9278771 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 65105 members 
Entering Unmasked Estep 
Score: -9278776.000000 Penalty: 5503.570801
	Iteration 28Q: 3 clusters Score -9278776 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 65137 members 
Entering Unmasked Estep 
Score: -9278815.000000 Penalty: 5503.570801
	Iteration 29Q: 3 clusters Score -9278815 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 65156 members 
Entering Unmasked Estep 
Score: -9278837.000000 Penalty: 5503.570801
	Iteration 30Q: 3 clusters Score -9278837 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 65175 members 
Entering Unmasked Estep 
Score: -9278835.000000 Penalty: 5503.570801
	Iteration 31Q: 3 clusters Score -9278835 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 65188 members 
Entering Unmasked Estep 
Score: -9278849.000000 Penalty: 5503.570801
	Iteration 32Q: 3 clusters Score -9278849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 65200 members 
Entering Unmasked Estep 
Score: -9278867.000000 Penalty: 5503.570801
	Iteration 33Q: 3 clusters Score -9278867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 65208 members 
Entering Unmasked Estep 
Score: -9278874.000000 Penalty: 5503.570801
	Iteration 34Q: 3 clusters Score -9278874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 65214 members 
Entering Unmasked Estep 
Score: -9278878.000000 Penalty: 5503.570801
	Iteration 35Q: 3 clusters Score -9278878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 65231 members 
Entering Unmasked Estep 
Score: -9278874.000000 Penalty: 5503.570801
	Iteration 36Q: 3 clusters Score -9278874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 65249 members 
Entering Unmasked Estep 
Score: -9278908.000000 Penalty: 5503.570801
	Iteration 37Q: 3 clusters Score -9278908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 65267 members 
Entering Unmasked Estep 
Score: -9278929.000000 Penalty: 5503.570801
	Iteration 38Q: 3 clusters Score -9278929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 65279 members 
Entering Unmasked Estep 
Score: -9278925.000000 Penalty: 5503.570801
	Iteration 39Q: 3 clusters Score -9278925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 65285 members 
Entering Unmasked Estep 
Score: -9278931.000000 Penalty: 5503.570801
	Iteration 40F: 3 clusters Score -9278931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 65288 members 
Entering Unmasked Estep 
Score: -9278921.000000 Penalty: 5503.570801
	Iteration 41Q: 3 clusters Score -9278921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 65291 members 
Entering Unmasked Estep 
Score: -9278937.000000 Penalty: 5503.570801
	Iteration 42Q: 3 clusters Score -9278937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 65293 members 
Entering Unmasked Estep 
Score: -9278936.000000 Penalty: 5503.570801
	Iteration 43Q: 3 clusters Score -9278936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 65294 members 
Entering Unmasked Estep 
Score: -9278937.000000 Penalty: 5503.570801
	Iteration 44Q: 3 clusters Score -9278937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 65294 members 
Entering Unmasked Estep 
Score: -9278937.000000 Penalty: 5503.570801
	Iteration 45F: 3 clusters Score -9278937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (33588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Entering Unmasked Estep 
Score: -4755526.500000 Penalty: 2584.637207
	Iteration 0F: 2 clusters Score -4755526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -4732895.500000 Penalty: 5169.274414
	Iteration 0F: 3 clusters Score -4732896 nChanged 15114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -4741267.000000 Penalty: 5169.274414
	Iteration 1F: 3 clusters Score -4741267 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -4741999.500000 Penalty: 5169.274414
	Iteration 2F: 3 clusters Score -4742000 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -4742807.000000 Penalty: 5169.274414
	Iteration 3Q: 3 clusters Score -4742807 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -4743769.000000 Penalty: 5169.274414
	Iteration 4Q: 3 clusters Score -4743769 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -4744768.000000 Penalty: 5169.274414
	Iteration 5F: 3 clusters Score -4744768 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -4745738.000000 Penalty: 5169.274414
	Iteration 6F: 3 clusters Score -4745738 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -4746470.000000 Penalty: 5169.274414
	Iteration 7F: 3 clusters Score -4746470 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -4747121.000000 Penalty: 5169.274414
	Iteration 8Q: 3 clusters Score -4747121 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -4747578.000000 Penalty: 5169.274414
	Iteration 9Q: 3 clusters Score -4747578 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -4747930.500000 Penalty: 5169.274414
	Iteration 10Q: 3 clusters Score -4747930 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -4748204.500000 Penalty: 5169.274414
	Iteration 11Q: 3 clusters Score -4748204 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -4748459.500000 Penalty: 5169.274414
	Iteration 12Q: 3 clusters Score -4748460 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -4748637.000000 Penalty: 5169.274414
	Iteration 13Q: 3 clusters Score -4748637 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -4748845.000000 Penalty: 5169.274414
	Iteration 14Q: 3 clusters Score -4748845 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -4749012.500000 Penalty: 5169.274414
	Iteration 15Q: 3 clusters Score -4749012 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -4749202.000000 Penalty: 5169.274414
	Iteration 16Q: 3 clusters Score -4749202 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -4749424.500000 Penalty: 5169.274414
	Iteration 17Q: 3 clusters Score -4749424 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -4749624.500000 Penalty: 5169.274414
	Iteration 18Q: 3 clusters Score -4749624 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -4749835.000000 Penalty: 5169.274414
	Iteration 19Q: 3 clusters Score -4749835 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -4750113.000000 Penalty: 5169.274414
	Iteration 20F: 3 clusters Score -4750113 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -4750334.000000 Penalty: 5169.274414
	Iteration 21Q: 3 clusters Score -4750334 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -4750621.500000 Penalty: 5169.274414
	Iteration 22Q: 3 clusters Score -4750622 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -4750919.500000 Penalty: 5169.274414
	Iteration 23Q: 3 clusters Score -4750920 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -4751209.000000 Penalty: 5169.274414
	Iteration 24Q: 3 clusters Score -4751209 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -4751577.500000 Penalty: 5169.274414
	Iteration 25Q: 3 clusters Score -4751578 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -4751994.000000 Penalty: 5169.274414
	Iteration 26Q: 3 clusters Score -4751994 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -4752399.000000 Penalty: 5169.274414
	Iteration 27Q: 3 clusters Score -4752399 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -4752753.500000 Penalty: 5169.274414
	Iteration 28Q: 3 clusters Score -4752754 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -4753131.500000 Penalty: 5169.274414
	Iteration 29Q: 3 clusters Score -4753132 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -4753552.500000 Penalty: 5169.274414
	Iteration 30Q: 3 clusters Score -4753552 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -4753930.000000 Penalty: 5169.274414
	Iteration 31Q: 3 clusters Score -4753930 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -4754288.500000 Penalty: 5169.274414
	Iteration 32Q: 3 clusters Score -4754288 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -4754561.500000 Penalty: 5169.274414
	Iteration 33Q: 3 clusters Score -4754562 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -4754751.500000 Penalty: 5169.274414
	Iteration 34Q: 3 clusters Score -4754752 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4754864.000000 Penalty: 5169.274414
	Iteration 35Q: 3 clusters Score -4754864 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -4754929.500000 Penalty: 5169.274414
	Iteration 36Q: 3 clusters Score -4754930 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31986 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -4754970.500000 Penalty: 5169.274414
	Iteration 37Q: 3 clusters Score -4754970 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4755005.000000 Penalty: 5169.274414
	Iteration 38Q: 3 clusters Score -4755005 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4755028.000000 Penalty: 5169.274414
	Iteration 39Q: 3 clusters Score -4755028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -4755118.000000 Penalty: 5169.274414
	Iteration 40F: 3 clusters Score -4755118 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4755217.000000 Penalty: 5169.274414
	Iteration 41Q: 3 clusters Score -4755217 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4755263.000000 Penalty: 5169.274414
	Iteration 42Q: 3 clusters Score -4755263 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32379 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4755277.000000 Penalty: 5169.274414
	Iteration 43Q: 3 clusters Score -4755277 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4755280.000000 Penalty: 5169.274414
	Iteration 44Q: 3 clusters Score -4755280 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4755288.500000 Penalty: 5169.274414
	Iteration 45Q: 3 clusters Score -4755288 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4755288.500000 Penalty: 5169.274414
	Iteration 46Q: 3 clusters Score -4755288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -4755295.500000 Penalty: 5169.274414
	Iteration 47Q: 3 clusters Score -4755296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4755298.000000 Penalty: 5169.274414
	Iteration 48Q: 3 clusters Score -4755298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4755299.500000 Penalty: 5169.274414
	Iteration 49Q: 3 clusters Score -4755300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4755297.500000 Penalty: 5169.274414
	Iteration 50Q: 3 clusters Score -4755298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4755298.500000 Penalty: 5169.274414
	Iteration 51Q: 3 clusters Score -4755298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4755299.500000 Penalty: 5169.274414
	Iteration 52Q: 3 clusters Score -4755300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4755303.000000 Penalty: 5169.274414
	Iteration 53Q: 3 clusters Score -4755303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -4755304.000000 Penalty: 5169.274414
	Iteration 54Q: 3 clusters Score -4755304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4755305.500000 Penalty: 5169.274414
	Iteration 55Q: 3 clusters Score -4755306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4755307.500000 Penalty: 5169.274414
	Iteration 56Q: 3 clusters Score -4755308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4755308.000000 Penalty: 5169.274414
	Iteration 57Q: 3 clusters Score -4755308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4755308.000000 Penalty: 5169.274414
	Iteration 58F: 3 clusters Score -4755308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Entering Unmasked Estep 
Score: -2031492.375000 Penalty: 2372.763672
	Iteration 0F: 2 clusters Score -2031492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -2021089.250000 Penalty: 4745.527344
	Iteration 0F: 3 clusters Score -2021089 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -2024335.625000 Penalty: 4745.527344
	Iteration 1F: 3 clusters Score -2024336 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -2024650.750000 Penalty: 4745.527344
	Iteration 2F: 3 clusters Score -2024651 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -2024916.750000 Penalty: 4745.527344
	Iteration 3Q: 3 clusters Score -2024917 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -2025188.375000 Penalty: 4745.527344
	Iteration 4Q: 3 clusters Score -2025188 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2025470.250000 Penalty: 4745.527344
	Iteration 5Q: 3 clusters Score -2025470 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -2025834.125000 Penalty: 4745.527344
	Iteration 6Q: 3 clusters Score -2025834 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -2026328.500000 Penalty: 4745.527344
	Iteration 7F: 3 clusters Score -2026328 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -2026910.125000 Penalty: 4745.527344
	Iteration 8F: 3 clusters Score -2026910 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -2027569.500000 Penalty: 4745.527344
	Iteration 9F: 3 clusters Score -2027570 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -2028240.375000 Penalty: 4745.527344
	Iteration 10F: 3 clusters Score -2028240 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -2028768.625000 Penalty: 4745.527344
	Iteration 11Q: 3 clusters Score -2028769 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -2029147.250000 Penalty: 4745.527344
	Iteration 12Q: 3 clusters Score -2029147 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -2029396.625000 Penalty: 4745.527344
	Iteration 13Q: 3 clusters Score -2029397 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -2029563.000000 Penalty: 4745.527344
	Iteration 14Q: 3 clusters Score -2029563 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -2029636.250000 Penalty: 4745.527344
	Iteration 15Q: 3 clusters Score -2029636 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -2029681.250000 Penalty: 4745.527344
	Iteration 16Q: 3 clusters Score -2029681 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -2029706.375000 Penalty: 4745.527344
	Iteration 17Q: 3 clusters Score -2029706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -2029726.375000 Penalty: 4745.527344
	Iteration 18Q: 3 clusters Score -2029726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -2029737.000000 Penalty: 4745.527344
	Iteration 19Q: 3 clusters Score -2029737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -2029749.375000 Penalty: 4745.527344
	Iteration 20F: 3 clusters Score -2029749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -2029752.250000 Penalty: 4745.527344
	Iteration 21Q: 3 clusters Score -2029752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2029756.625000 Penalty: 4745.527344
	Iteration 22Q: 3 clusters Score -2029757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2029759.250000 Penalty: 4745.527344
	Iteration 23Q: 3 clusters Score -2029759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2029762.500000 Penalty: 4745.527344
	Iteration 24Q: 3 clusters Score -2029762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -2029764.875000 Penalty: 4745.527344
	Iteration 25Q: 3 clusters Score -2029765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -2029767.875000 Penalty: 4745.527344
	Iteration 26Q: 3 clusters Score -2029768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2029771.250000 Penalty: 4745.527344
	Iteration 27Q: 3 clusters Score -2029771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2029771.250000 Penalty: 4745.527344
	Iteration 28F: 3 clusters Score -2029771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (175982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175982 members 
Entering Unmasked Estep 
Score: -24803140.000000 Penalty: 2995.378174
	Iteration 0F: 2 clusters Score -2.480314e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88011 members 
Mstep: Class 2 contains 87971 members 
Entering Unmasked Estep 
Score: -24694784.000000 Penalty: 5990.756348
	Iteration 0F: 3 clusters Score -2.469478e+07 nChanged 84238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89187 members 
Mstep: Class 2 contains 86795 members 
Entering Unmasked Estep 
Score: -24743614.000000 Penalty: 5990.756348
	Iteration 1F: 3 clusters Score -2.474361e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90001 members 
Mstep: Class 2 contains 85981 members 
Entering Unmasked Estep 
Score: -24744214.000000 Penalty: 5990.756348
	Iteration 2Q: 3 clusters Score -2.474421e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91094 members 
Mstep: Class 2 contains 84888 members 
Entering Unmasked Estep 
Score: -24745152.000000 Penalty: 5990.756348
	Iteration 3Q: 3 clusters Score -2.474515e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92615 members 
Mstep: Class 2 contains 83367 members 
Entering Unmasked Estep 
Score: -24746000.000000 Penalty: 5990.756348
	Iteration 4Q: 3 clusters Score -2.4746e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94760 members 
Mstep: Class 2 contains 81222 members 
Entering Unmasked Estep 
Score: -24746918.000000 Penalty: 5990.756348
	Iteration 5Q: 3 clusters Score -2.474692e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97663 members 
Mstep: Class 2 contains 78319 members 
Entering Unmasked Estep 
Score: -24747884.000000 Penalty: 5990.756348
	Iteration 6Q: 3 clusters Score -2.474788e+07 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101693 members 
Mstep: Class 2 contains 74289 members 
Entering Unmasked Estep 
Score: -24749848.000000 Penalty: 5990.756348
	Iteration 7Q: 3 clusters Score -2.474985e+07 nChanged 8174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107035 members 
Mstep: Class 2 contains 68947 members 
Entering Unmasked Estep 
Score: -24752696.000000 Penalty: 5990.756348
	Iteration 8Q: 3 clusters Score -2.47527e+07 nChanged 9453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113314 members 
Mstep: Class 2 contains 62668 members 
Entering Unmasked Estep 
Score: -24756832.000000 Penalty: 5990.756348
	Iteration 9F: 3 clusters Score -2.475683e+07 nChanged 10597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120153 members 
Mstep: Class 2 contains 55829 members 
Entering Unmasked Estep 
Score: -24762754.000000 Penalty: 5990.756348
	Iteration 10F: 3 clusters Score -2.476275e+07 nChanged 10710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125899 members 
Mstep: Class 2 contains 50083 members 
Entering Unmasked Estep 
Score: -24769822.000000 Penalty: 5990.756348
	Iteration 11F: 3 clusters Score -2.476982e+07 nChanged 10160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129129 members 
Mstep: Class 2 contains 46853 members 
Entering Unmasked Estep 
Score: -24777244.000000 Penalty: 5990.756348
	Iteration 12F: 3 clusters Score -2.477724e+07 nChanged 8610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129727 members 
Mstep: Class 2 contains 46255 members 
Entering Unmasked Estep 
Score: -24782192.000000 Penalty: 5990.756348
	Iteration 13Q: 3 clusters Score -2.478219e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129345 members 
Mstep: Class 2 contains 46637 members 
Entering Unmasked Estep 
Score: -24783964.000000 Penalty: 5990.756348
	Iteration 14Q: 3 clusters Score -2.478396e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128939 members 
Mstep: Class 2 contains 47043 members 
Entering Unmasked Estep 
Score: -24784544.000000 Penalty: 5990.756348
	Iteration 15Q: 3 clusters Score -2.478454e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128529 members 
Mstep: Class 2 contains 47453 members 
Entering Unmasked Estep 
Score: -24784780.000000 Penalty: 5990.756348
	Iteration 16Q: 3 clusters Score -2.478478e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128180 members 
Mstep: Class 2 contains 47802 members 
Entering Unmasked Estep 
Score: -24785050.000000 Penalty: 5990.756348
	Iteration 17Q: 3 clusters Score -2.478505e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127840 members 
Mstep: Class 2 contains 48142 members 
Entering Unmasked Estep 
Score: -24785150.000000 Penalty: 5990.756348
	Iteration 18Q: 3 clusters Score -2.478515e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127506 members 
Mstep: Class 2 contains 48476 members 
Entering Unmasked Estep 
Score: -24785238.000000 Penalty: 5990.756348
	Iteration 19Q: 3 clusters Score -2.478524e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127204 members 
Mstep: Class 2 contains 48778 members 
Entering Unmasked Estep 
Score: -24785406.000000 Penalty: 5990.756348
	Iteration 20F: 3 clusters Score -2.478541e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126929 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -24785566.000000 Penalty: 5990.756348
	Iteration 21Q: 3 clusters Score -2.478557e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126636 members 
Mstep: Class 2 contains 49346 members 
Entering Unmasked Estep 
Score: -24785706.000000 Penalty: 5990.756348
	Iteration 22Q: 3 clusters Score -2.478571e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126370 members 
Mstep: Class 2 contains 49612 members 
Entering Unmasked Estep 
Score: -24785904.000000 Penalty: 5990.756348
	Iteration 23Q: 3 clusters Score -2.47859e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126104 members 
Mstep: Class 2 contains 49878 members 
Entering Unmasked Estep 
Score: -24786066.000000 Penalty: 5990.756348
	Iteration 24Q: 3 clusters Score -2.478607e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125839 members 
Mstep: Class 2 contains 50143 members 
Entering Unmasked Estep 
Score: -24786234.000000 Penalty: 5990.756348
	Iteration 25Q: 3 clusters Score -2.478623e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125587 members 
Mstep: Class 2 contains 50395 members 
Entering Unmasked Estep 
Score: -24786428.000000 Penalty: 5990.756348
	Iteration 26Q: 3 clusters Score -2.478643e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125332 members 
Mstep: Class 2 contains 50650 members 
Entering Unmasked Estep 
Score: -24786572.000000 Penalty: 5990.756348
	Iteration 27Q: 3 clusters Score -2.478657e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125129 members 
Mstep: Class 2 contains 50853 members 
Entering Unmasked Estep 
Score: -24786644.000000 Penalty: 5990.756348
	Iteration 28Q: 3 clusters Score -2.478664e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124950 members 
Mstep: Class 2 contains 51032 members 
Entering Unmasked Estep 
Score: -24786848.000000 Penalty: 5990.756348
	Iteration 29Q: 3 clusters Score -2.478685e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124791 members 
Mstep: Class 2 contains 51191 members 
Entering Unmasked Estep 
Score: -24786998.000000 Penalty: 5990.756348
	Iteration 30Q: 3 clusters Score -2.4787e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124648 members 
Mstep: Class 2 contains 51334 members 
Entering Unmasked Estep 
Score: -24787144.000000 Penalty: 5990.756348
	Iteration 31Q: 3 clusters Score -2.478714e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124517 members 
Mstep: Class 2 contains 51465 members 
Entering Unmasked Estep 
Score: -24787256.000000 Penalty: 5990.756348
	Iteration 32Q: 3 clusters Score -2.478726e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124444 members 
Mstep: Class 2 contains 51538 members 
Entering Unmasked Estep 
Score: -24787412.000000 Penalty: 5990.756348
	Iteration 33Q: 3 clusters Score -2.478741e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124355 members 
Mstep: Class 2 contains 51627 members 
Entering Unmasked Estep 
Score: -24787584.000000 Penalty: 5990.756348
	Iteration 34Q: 3 clusters Score -2.478758e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124293 members 
Mstep: Class 2 contains 51689 members 
Entering Unmasked Estep 
Score: -24787716.000000 Penalty: 5990.756348
	Iteration 35Q: 3 clusters Score -2.478772e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124242 members 
Mstep: Class 2 contains 51740 members 
Entering Unmasked Estep 
Score: -24787844.000000 Penalty: 5990.756348
	Iteration 36Q: 3 clusters Score -2.478784e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124193 members 
Mstep: Class 2 contains 51789 members 
Entering Unmasked Estep 
Score: -24787952.000000 Penalty: 5990.756348
	Iteration 37Q: 3 clusters Score -2.478795e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124165 members 
Mstep: Class 2 contains 51817 members 
Entering Unmasked Estep 
Score: -24787998.000000 Penalty: 5990.756348
	Iteration 38Q: 3 clusters Score -2.4788e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124182 members 
Mstep: Class 2 contains 51800 members 
Entering Unmasked Estep 
Score: -24788112.000000 Penalty: 5990.756348
	Iteration 39Q: 3 clusters Score -2.478811e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124198 members 
Mstep: Class 2 contains 51784 members 
Entering Unmasked Estep 
Score: -24788186.000000 Penalty: 5990.756348
	Iteration 40F: 3 clusters Score -2.478819e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124262 members 
Mstep: Class 2 contains 51720 members 
Entering Unmasked Estep 
Score: -24788246.000000 Penalty: 5990.756348
	Iteration 41Q: 3 clusters Score -2.478825e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124327 members 
Mstep: Class 2 contains 51655 members 
Entering Unmasked Estep 
Score: -24788336.000000 Penalty: 5990.756348
	Iteration 42Q: 3 clusters Score -2.478834e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124429 members 
Mstep: Class 2 contains 51553 members 
Entering Unmasked Estep 
Score: -24788392.000000 Penalty: 5990.756348
	Iteration 43Q: 3 clusters Score -2.478839e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124528 members 
Mstep: Class 2 contains 51454 members 
Entering Unmasked Estep 
Score: -24788514.000000 Penalty: 5990.756348
	Iteration 44Q: 3 clusters Score -2.478851e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124669 members 
Mstep: Class 2 contains 51313 members 
Entering Unmasked Estep 
Score: -24788590.000000 Penalty: 5990.756348
	Iteration 45Q: 3 clusters Score -2.478859e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124822 members 
Mstep: Class 2 contains 51160 members 
Entering Unmasked Estep 
Score: -24788656.000000 Penalty: 5990.756348
	Iteration 46Q: 3 clusters Score -2.478866e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125001 members 
Mstep: Class 2 contains 50981 members 
Entering Unmasked Estep 
Score: -24788678.000000 Penalty: 5990.756348
	Iteration 47Q: 3 clusters Score -2.478868e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125154 members 
Mstep: Class 2 contains 50828 members 
Entering Unmasked Estep 
Score: -24788740.000000 Penalty: 5990.756348
	Iteration 48Q: 3 clusters Score -2.478874e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125309 members 
Mstep: Class 2 contains 50673 members 
Entering Unmasked Estep 
Score: -24788788.000000 Penalty: 5990.756348
	Iteration 49Q: 3 clusters Score -2.478879e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125461 members 
Mstep: Class 2 contains 50521 members 
Entering Unmasked Estep 
Score: -24788904.000000 Penalty: 5990.756348
	Iteration 50Q: 3 clusters Score -2.47889e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125623 members 
Mstep: Class 2 contains 50359 members 
Entering Unmasked Estep 
Score: -24788974.000000 Penalty: 5990.756348
	Iteration 51Q: 3 clusters Score -2.478897e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125801 members 
Mstep: Class 2 contains 50181 members 
Entering Unmasked Estep 
Score: -24788986.000000 Penalty: 5990.756348
	Iteration 52Q: 3 clusters Score -2.478899e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125981 members 
Mstep: Class 2 contains 50001 members 
Entering Unmasked Estep 
Score: -24789038.000000 Penalty: 5990.756348
	Iteration 53Q: 3 clusters Score -2.478904e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126153 members 
Mstep: Class 2 contains 49829 members 
Entering Unmasked Estep 
Score: -24789088.000000 Penalty: 5990.756348
	Iteration 54Q: 3 clusters Score -2.478909e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126335 members 
Mstep: Class 2 contains 49647 members 
Entering Unmasked Estep 
Score: -24789114.000000 Penalty: 5990.756348
	Iteration 55Q: 3 clusters Score -2.478911e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126534 members 
Mstep: Class 2 contains 49448 members 
Entering Unmasked Estep 
Score: -24789144.000000 Penalty: 5990.756348
	Iteration 56Q: 3 clusters Score -2.478914e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126747 members 
Mstep: Class 2 contains 49235 members 
Entering Unmasked Estep 
Score: -24789216.000000 Penalty: 5990.756348
	Iteration 57Q: 3 clusters Score -2.478922e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126961 members 
Mstep: Class 2 contains 49021 members 
Entering Unmasked Estep 
Score: -24789296.000000 Penalty: 5990.756348
	Iteration 58Q: 3 clusters Score -2.47893e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127196 members 
Mstep: Class 2 contains 48786 members 
Entering Unmasked Estep 
Score: -24789346.000000 Penalty: 5990.756348
	Iteration 59Q: 3 clusters Score -2.478935e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127431 members 
Mstep: Class 2 contains 48551 members 
Entering Unmasked Estep 
Score: -24789454.000000 Penalty: 5990.756348
	Iteration 60F: 3 clusters Score -2.478945e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127684 members 
Mstep: Class 2 contains 48298 members 
Entering Unmasked Estep 
Score: -24789508.000000 Penalty: 5990.756348
	Iteration 61Q: 3 clusters Score -2.478951e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127938 members 
Mstep: Class 2 contains 48044 members 
Entering Unmasked Estep 
Score: -24789526.000000 Penalty: 5990.756348
	Iteration 62Q: 3 clusters Score -2.478953e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128218 members 
Mstep: Class 2 contains 47764 members 
Entering Unmasked Estep 
Score: -24789576.000000 Penalty: 5990.756348
	Iteration 63Q: 3 clusters Score -2.478958e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128490 members 
Mstep: Class 2 contains 47492 members 
Entering Unmasked Estep 
Score: -24789594.000000 Penalty: 5990.756348
	Iteration 64Q: 3 clusters Score -2.478959e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128773 members 
Mstep: Class 2 contains 47209 members 
Entering Unmasked Estep 
Score: -24789590.000000 Penalty: 5990.756348
	Iteration 65Q: 3 clusters Score -2.478959e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129062 members 
Mstep: Class 2 contains 46920 members 
Entering Unmasked Estep 
Score: -24789642.000000 Penalty: 5990.756348
	Iteration 66Q: 3 clusters Score -2.478964e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129326 members 
Mstep: Class 2 contains 46656 members 
Entering Unmasked Estep 
Score: -24789674.000000 Penalty: 5990.756348
	Iteration 67Q: 3 clusters Score -2.478967e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129628 members 
Mstep: Class 2 contains 46354 members 
Entering Unmasked Estep 
Score: -24789720.000000 Penalty: 5990.756348
	Iteration 68Q: 3 clusters Score -2.478972e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129936 members 
Mstep: Class 2 contains 46046 members 
Entering Unmasked Estep 
Score: -24789728.000000 Penalty: 5990.756348
	Iteration 69Q: 3 clusters Score -2.478973e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130281 members 
Mstep: Class 2 contains 45701 members 
Entering Unmasked Estep 
Score: -24789816.000000 Penalty: 5990.756348
	Iteration 70Q: 3 clusters Score -2.478982e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130656 members 
Mstep: Class 2 contains 45326 members 
Entering Unmasked Estep 
Score: -24789900.000000 Penalty: 5990.756348
	Iteration 71Q: 3 clusters Score -2.47899e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131049 members 
Mstep: Class 2 contains 44933 members 
Entering Unmasked Estep 
Score: -24789874.000000 Penalty: 5990.756348
	Iteration 72Q: 3 clusters Score -2.478987e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131446 members 
Mstep: Class 2 contains 44536 members 
Entering Unmasked Estep 
Score: -24789936.000000 Penalty: 5990.756348
	Iteration 73Q: 3 clusters Score -2.478994e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131830 members 
Mstep: Class 2 contains 44152 members 
Entering Unmasked Estep 
Score: -24789978.000000 Penalty: 5990.756348
	Iteration 74Q: 3 clusters Score -2.478998e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132207 members 
Mstep: Class 2 contains 43775 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2.478993e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132568 members 
Mstep: Class 2 contains 43414 members 
Entering Unmasked Estep 
Score: -24789968.000000 Penalty: 5990.756348
	Iteration 76Q: 3 clusters Score -2.478997e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132921 members 
Mstep: Class 2 contains 43061 members 
Entering Unmasked Estep 
Score: -24790018.000000 Penalty: 5990.756348
	Iteration 77Q: 3 clusters Score -2.479002e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133254 members 
Mstep: Class 2 contains 42728 members 
Entering Unmasked Estep 
Score: -24790050.000000 Penalty: 5990.756348
	Iteration 78Q: 3 clusters Score -2.479005e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133592 members 
Mstep: Class 2 contains 42390 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2.478997e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133974 members 
Mstep: Class 2 contains 42008 members 
Entering Unmasked Estep 
Score: -24790018.000000 Penalty: 5990.756348
	Iteration 80F: 3 clusters Score -2.479002e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134355 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -24790044.000000 Penalty: 5990.756348
	Iteration 81Q: 3 clusters Score -2.479004e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134764 members 
Mstep: Class 2 contains 41218 members 
Entering Unmasked Estep 
Score: -24790088.000000 Penalty: 5990.756348
	Iteration 82Q: 3 clusters Score -2.479009e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135179 members 
Mstep: Class 2 contains 40803 members 
Entering Unmasked Estep 
Score: -24790126.000000 Penalty: 5990.756348
	Iteration 83Q: 3 clusters Score -2.479013e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135605 members 
Mstep: Class 2 contains 40377 members 
Entering Unmasked Estep 
Score: -24790188.000000 Penalty: 5990.756348
	Iteration 84Q: 3 clusters Score -2.479019e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136038 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -24790186.000000 Penalty: 5990.756348
	Iteration 85Q: 3 clusters Score -2.479019e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136469 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -24790228.000000 Penalty: 5990.756348
	Iteration 86Q: 3 clusters Score -2.479023e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136911 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -24790202.000000 Penalty: 5990.756348
	Iteration 87Q: 3 clusters Score -2.47902e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137341 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -24790218.000000 Penalty: 5990.756348
	Iteration 88Q: 3 clusters Score -2.479022e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137785 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -24790282.000000 Penalty: 5990.756348
	Iteration 89Q: 3 clusters Score -2.479028e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138224 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -24790322.000000 Penalty: 5990.756348
	Iteration 90Q: 3 clusters Score -2.479032e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138651 members 
Mstep: Class 2 contains 37331 members 
Entering Unmasked Estep 
Score: -24790326.000000 Penalty: 5990.756348
	Iteration 91Q: 3 clusters Score -2.479033e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139104 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -24790474.000000 Penalty: 5990.756348
	Iteration 92Q: 3 clusters Score -2.479047e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139562 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2.479047e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140006 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2.479051e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140499 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -24790552.000000 Penalty: 5990.756348
	Iteration 95Q: 3 clusters Score -2.479055e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140984 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2.479055e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141469 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2.479065e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141977 members 
Mstep: Class 2 contains 34005 members 
Entering Unmasked Estep 
Score: -24790606.000000 Penalty: 5990.756348
	Iteration 98Q: 3 clusters Score -2.479061e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142459 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2.479073e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142940 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -24790750.000000 Penalty: 5990.756348
	Iteration 100F: 3 clusters Score -2.479075e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143415 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -24790802.000000 Penalty: 5990.756348
	Iteration 101Q: 3 clusters Score -2.47908e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143896 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2.47909e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144355 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2.479099e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144806 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -24791112.000000 Penalty: 5990.756348
	Iteration 104Q: 3 clusters Score -2.479111e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145283 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -24791204.000000 Penalty: 5990.756348
	Iteration 105Q: 3 clusters Score -2.47912e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145780 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -24791236.000000 Penalty: 5990.756348
	Iteration 106Q: 3 clusters Score -2.479124e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146349 members 
Mstep: Class 2 contains 29633 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2.479137e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146963 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2.479144e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147630 members 
Mstep: Class 2 contains 28352 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2.479157e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148321 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -24791726.000000 Penalty: 5990.756348
	Iteration 110Q: 3 clusters Score -2.479173e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149001 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2.479188e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149699 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -24791934.000000 Penalty: 5990.756348
	Iteration 112Q: 3 clusters Score -2.479193e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150438 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2.479204e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151206 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2.479252e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151996 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2.479295e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152854 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2.479341e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153785 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2.479392e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154791 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2.479462e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155863 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2.479559e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157030 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2.479646e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158263 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2.479731e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159559 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2.479816e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160921 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2.47989e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162308 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2.479964e+07 nChanged 1405
Entering Unmasked Mstep 
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Mstep: Class 1 contains 163713 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2.480022e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165087 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2.480071e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166422 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2.480116e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167722 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -24801432.000000 Penalty: 5990.756348
	Iteration 128Q: 3 clusters Score -2.480143e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168958 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2.480171e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170014 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2.480178e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170931 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -24801720.000000 Penalty: 5990.756348
	Iteration 131Q: 3 clusters Score -2.480172e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171713 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -24801726.000000 Penalty: 5990.756348
	Iteration 132Q: 3 clusters Score -2.480173e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172378 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2.480179e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172915 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2.48018e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173331 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2.480174e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173639 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -24801724.000000 Penalty: 5990.756348
	Iteration 136Q: 3 clusters Score -2.480172e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173879 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2.480169e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174067 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2.480159e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174208 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -24801516.000000 Penalty: 5990.756348
	Iteration 139Q: 3 clusters Score -2.480152e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174324 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2.480147e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174418 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2.480148e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174489 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2.480146e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174548 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2.480148e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174588 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2.480144e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174616 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2.480142e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174635 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -24801434.000000 Penalty: 5990.756348
	Iteration 146Q: 3 clusters Score -2.480143e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174650 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -24801448.000000 Penalty: 5990.756348
	Iteration 147Q: 3 clusters Score -2.480145e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174664 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -24801420.000000 Penalty: 5990.756348
	Iteration 148Q: 3 clusters Score -2.480142e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174670 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -24801430.000000 Penalty: 5990.756348
	Iteration 149Q: 3 clusters Score -2.480143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174675 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -24801434.000000 Penalty: 5990.756348
	Iteration 150Q: 3 clusters Score -2.480143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174677 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2.480144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174680 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -24801438.000000 Penalty: 5990.756348
	Iteration 152Q: 3 clusters Score -2.480144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174682 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -24801422.000000 Penalty: 5990.756348
	Iteration 153Q: 3 clusters Score -2.480142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174687 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -24801418.000000 Penalty: 5990.756348
	Iteration 154Q: 3 clusters Score -2.480142e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174692 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2.480142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174696 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -24801414.000000 Penalty: 5990.756348
	Iteration 156Q: 3 clusters Score -2.480141e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174702 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -24801424.000000 Penalty: 5990.756348
	Iteration 157Q: 3 clusters Score -2.480142e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174709 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -24801416.000000 Penalty: 5990.756348
	Iteration 158Q: 3 clusters Score -2.480142e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174718 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -24801384.000000 Penalty: 5990.756348
	Iteration 159Q: 3 clusters Score -2.480138e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174729 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -24801356.000000 Penalty: 5990.756348
	Iteration 160F: 3 clusters Score -2.480136e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174735 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -24801358.000000 Penalty: 5990.756348
	Iteration 161Q: 3 clusters Score -2.480136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174742 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -24801354.000000 Penalty: 5990.756348
	Iteration 162Q: 3 clusters Score -2.480135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174745 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -24801346.000000 Penalty: 5990.756348
	Iteration 163Q: 3 clusters Score -2.480135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174751 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -24801352.000000 Penalty: 5990.756348
	Iteration 164Q: 3 clusters Score -2.480135e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174758 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -24801362.000000 Penalty: 5990.756348
	Iteration 165Q: 3 clusters Score -2.480136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174767 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -24801354.000000 Penalty: 5990.756348
	Iteration 166Q: 3 clusters Score -2.480135e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174773 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -24801376.000000 Penalty: 5990.756348
	Iteration 167Q: 3 clusters Score -2.480138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174775 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -24801394.000000 Penalty: 5990.756348
	Iteration 168Q: 3 clusters Score -2.480139e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174780 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -24801380.000000 Penalty: 5990.756348
	Iteration 169Q: 3 clusters Score -2.480138e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174788 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -24801390.000000 Penalty: 5990.756348
	Iteration 170Q: 3 clusters Score -2.480139e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174798 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -24801406.000000 Penalty: 5990.756348
	Iteration 171Q: 3 clusters Score -2.480141e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174802 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -24801418.000000 Penalty: 5990.756348
	Iteration 172Q: 3 clusters Score -2.480142e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174814 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -24801396.000000 Penalty: 5990.756348
	Iteration 173Q: 3 clusters Score -2.48014e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174826 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -24801402.000000 Penalty: 5990.756348
	Iteration 174Q: 3 clusters Score -2.48014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174836 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -24801392.000000 Penalty: 5990.756348
	Iteration 175Q: 3 clusters Score -2.480139e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174842 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -24801398.000000 Penalty: 5990.756348
	Iteration 176Q: 3 clusters Score -2.48014e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174848 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -24801386.000000 Penalty: 5990.756348
	Iteration 177Q: 3 clusters Score -2.480139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174846 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -24801390.000000 Penalty: 5990.756348
	Iteration 178Q: 3 clusters Score -2.480139e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174851 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -24801386.000000 Penalty: 5990.756348
	Iteration 179Q: 3 clusters Score -2.480139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174853 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -24801388.000000 Penalty: 5990.756348
	Iteration 180F: 3 clusters Score -2.480139e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174854 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -24801372.000000 Penalty: 5990.756348
	Iteration 181Q: 3 clusters Score -2.480137e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174854 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -24801372.000000 Penalty: 5990.756348
	Iteration 182F: 3 clusters Score -2.480137e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Entering Unmasked Estep 
Score: -1682849.750000 Penalty: 2325.317139
	Iteration 0F: 2 clusters Score -1682850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1674035.125000 Penalty: 4650.634277
	Iteration 0F: 3 clusters Score -1674035 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1676648.375000 Penalty: 4650.634277
	Iteration 1F: 3 clusters Score -1676648 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1676950.875000 Penalty: 4650.634277
	Iteration 2F: 3 clusters Score -1676951 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1677158.500000 Penalty: 4650.634277
	Iteration 3Q: 3 clusters Score -1677158 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1677310.875000 Penalty: 4650.634277
	Iteration 4Q: 3 clusters Score -1677311 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1677430.250000 Penalty: 4650.634277
	Iteration 5Q: 3 clusters Score -1677430 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1677555.625000 Penalty: 4650.634277
	Iteration 6Q: 3 clusters Score -1677556 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1677674.375000 Penalty: 4650.634277
	Iteration 7Q: 3 clusters Score -1677674 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1677804.375000 Penalty: 4650.634277
	Iteration 8Q: 3 clusters Score -1677804 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1677934.375000 Penalty: 4650.634277
	Iteration 9Q: 3 clusters Score -1677934 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1678084.125000 Penalty: 4650.634277
	Iteration 10Q: 3 clusters Score -1678084 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1678232.625000 Penalty: 4650.634277
	Iteration 11Q: 3 clusters Score -1678233 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1678427.250000 Penalty: 4650.634277
	Iteration 12Q: 3 clusters Score -1678427 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1678688.250000 Penalty: 4650.634277
	Iteration 13Q: 3 clusters Score -1678688 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1678970.625000 Penalty: 4650.634277
	Iteration 14Q: 3 clusters Score -1678971 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1679254.125000 Penalty: 4650.634277
	Iteration 15Q: 3 clusters Score -1679254 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1679556.500000 Penalty: 4650.634277
	Iteration 16Q: 3 clusters Score -1679556 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1679832.875000 Penalty: 4650.634277
	Iteration 17Q: 3 clusters Score -1679833 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1680066.375000 Penalty: 4650.634277
	Iteration 18Q: 3 clusters Score -1680066 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1680239.250000 Penalty: 4650.634277
	Iteration 19Q: 3 clusters Score -1680239 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1680387.625000 Penalty: 4650.634277
	Iteration 20F: 3 clusters Score -1680388 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1680486.125000 Penalty: 4650.634277
	Iteration 21Q: 3 clusters Score -1680486 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1680563.250000 Penalty: 4650.634277
	Iteration 22Q: 3 clusters Score -1680563 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1680621.625000 Penalty: 4650.634277
	Iteration 23Q: 3 clusters Score -1680622 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1680674.250000 Penalty: 4650.634277
	Iteration 24Q: 3 clusters Score -1680674 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1680716.375000 Penalty: 4650.634277
	Iteration 25Q: 3 clusters Score -1680716 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1680750.625000 Penalty: 4650.634277
	Iteration 26Q: 3 clusters Score -1680751 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1680775.125000 Penalty: 4650.634277
	Iteration 27Q: 3 clusters Score -1680775 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1680791.625000 Penalty: 4650.634277
	Iteration 28Q: 3 clusters Score -1680792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1680802.750000 Penalty: 4650.634277
	Iteration 29Q: 3 clusters Score -1680803 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1680814.125000 Penalty: 4650.634277
	Iteration 30Q: 3 clusters Score -1680814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1680823.625000 Penalty: 4650.634277
	Iteration 31Q: 3 clusters Score -1680824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1680824.375000 Penalty: 4650.634277
	Iteration 32Q: 3 clusters Score -1680824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1680830.125000 Penalty: 4650.634277
	Iteration 33Q: 3 clusters Score -1680830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1680842.375000 Penalty: 4650.634277
	Iteration 34Q: 3 clusters Score -1680842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1680845.375000 Penalty: 4650.634277
	Iteration 35Q: 3 clusters Score -1680845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1680855.000000 Penalty: 4650.634277
	Iteration 36Q: 3 clusters Score -1680855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1680859.125000 Penalty: 4650.634277
	Iteration 37Q: 3 clusters Score -1680859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1680863.500000 Penalty: 4650.634277
	Iteration 38Q: 3 clusters Score -1680864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1680868.750000 Penalty: 4650.634277
	Iteration 39Q: 3 clusters Score -1680869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1680868.500000 Penalty: 4650.634277
	Iteration 40F: 3 clusters Score -1680868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1680866.500000 Penalty: 4650.634277
	Iteration 41Q: 3 clusters Score -1680866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1680868.625000 Penalty: 4650.634277
	Iteration 42Q: 3 clusters Score -1680869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1680867.375000 Penalty: 4650.634277
	Iteration 43Q: 3 clusters Score -1680867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1680869.375000 Penalty: 4650.634277
	Iteration 44Q: 3 clusters Score -1680869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1680872.500000 Penalty: 4650.634277
	Iteration 45Q: 3 clusters Score -1680872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1680875.750000 Penalty: 4650.634277
	Iteration 46Q: 3 clusters Score -1680876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1680875.500000 Penalty: 4650.634277
	Iteration 47Q: 3 clusters Score -1680876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1680876.000000 Penalty: 4650.634277
	Iteration 48Q: 3 clusters Score -1680876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1680875.125000 Penalty: 4650.634277
	Iteration 49Q: 3 clusters Score -1680875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1680878.000000 Penalty: 4650.634277
	Iteration 50Q: 3 clusters Score -1680878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1680878.875000 Penalty: 4650.634277
	Iteration 51Q: 3 clusters Score -1680879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1680878.875000 Penalty: 4650.634277
	Iteration 52F: 3 clusters Score -1680879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Entering Unmasked Estep 
Score: -2508180.750000 Penalty: 2426.606689
	Iteration 0F: 2 clusters Score -2508181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -2495514.750000 Penalty: 4853.213379
	Iteration 0F: 3 clusters Score -2495515 nChanged 7775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -2499827.750000 Penalty: 4853.213379
	Iteration 1F: 3 clusters Score -2499828 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -2500193.000000 Penalty: 4853.213379
	Iteration 2F: 3 clusters Score -2500193 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -2500464.250000 Penalty: 4853.213379
	Iteration 3Q: 3 clusters Score -2500464 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -2500649.250000 Penalty: 4853.213379
	Iteration 4Q: 3 clusters Score -2500649 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2500820.500000 Penalty: 4853.213379
	Iteration 5Q: 3 clusters Score -2500820 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -2500960.000000 Penalty: 4853.213379
	Iteration 6Q: 3 clusters Score -2500960 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -2501115.500000 Penalty: 4853.213379
	Iteration 7Q: 3 clusters Score -2501116 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -2501282.000000 Penalty: 4853.213379
	Iteration 8Q: 3 clusters Score -2501282 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -2501519.750000 Penalty: 4853.213379
	Iteration 9Q: 3 clusters Score -2501520 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2501813.500000 Penalty: 4853.213379
	Iteration 10Q: 3 clusters Score -2501814 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2502190.750000 Penalty: 4853.213379
	Iteration 11Q: 3 clusters Score -2502191 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -2502712.000000 Penalty: 4853.213379
	Iteration 12Q: 3 clusters Score -2502712 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -2503308.250000 Penalty: 4853.213379
	Iteration 13F: 3 clusters Score -2503308 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -2503954.000000 Penalty: 4853.213379
	Iteration 14Q: 3 clusters Score -2503954 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -2504564.000000 Penalty: 4853.213379
	Iteration 15Q: 3 clusters Score -2504564 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -2505061.750000 Penalty: 4853.213379
	Iteration 16Q: 3 clusters Score -2505062 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -2505441.500000 Penalty: 4853.213379
	Iteration 17Q: 3 clusters Score -2505442 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -2505729.000000 Penalty: 4853.213379
	Iteration 18Q: 3 clusters Score -2505729 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -2505878.250000 Penalty: 4853.213379
	Iteration 19Q: 3 clusters Score -2505878 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -2505956.000000 Penalty: 4853.213379
	Iteration 20F: 3 clusters Score -2505956 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -2506016.750000 Penalty: 4853.213379
	Iteration 21Q: 3 clusters Score -2506017 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -2506060.000000 Penalty: 4853.213379
	Iteration 22Q: 3 clusters Score -2506060 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -2506080.500000 Penalty: 4853.213379
	Iteration 23Q: 3 clusters Score -2506080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -2506104.000000 Penalty: 4853.213379
	Iteration 24Q: 3 clusters Score -2506104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2506110.250000 Penalty: 4853.213379
	Iteration 25Q: 3 clusters Score -2506110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -2506123.500000 Penalty: 4853.213379
	Iteration 26Q: 3 clusters Score -2506124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -2506131.250000 Penalty: 4853.213379
	Iteration 27Q: 3 clusters Score -2506131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -2506130.000000 Penalty: 4853.213379
	Iteration 28Q: 3 clusters Score -2506130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -2506127.500000 Penalty: 4853.213379
	Iteration 29Q: 3 clusters Score -2506128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2506133.500000 Penalty: 4853.213379
	Iteration 30Q: 3 clusters Score -2506134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2506133.500000 Penalty: 4853.213379
	Iteration 31F: 3 clusters Score -2506134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (32369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32369 members 
Entering Unmasked Estep 
Score: -4596101.500000 Penalty: 2575.469238
	Iteration 0F: 2 clusters Score -4596102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -4574125.500000 Penalty: 5150.938477
	Iteration 0F: 3 clusters Score -4574126 nChanged 14423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -4581842.500000 Penalty: 5150.938477
	Iteration 1F: 3 clusters Score -4581842 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -4582230.000000 Penalty: 5150.938477
	Iteration 2Q: 3 clusters Score -4582230 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -4582577.000000 Penalty: 5150.938477
	Iteration 3Q: 3 clusters Score -4582577 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -4582920.000000 Penalty: 5150.938477
	Iteration 4Q: 3 clusters Score -4582920 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -4583314.500000 Penalty: 5150.938477
	Iteration 5Q: 3 clusters Score -4583314 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -4583805.500000 Penalty: 5150.938477
	Iteration 6Q: 3 clusters Score -4583806 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -4584567.500000 Penalty: 5150.938477
	Iteration 7Q: 3 clusters Score -4584568 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -4585533.000000 Penalty: 5150.938477
	Iteration 8F: 3 clusters Score -4585533 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -4586882.500000 Penalty: 5150.938477
	Iteration 9F: 3 clusters Score -4586882 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -4588534.000000 Penalty: 5150.938477
	Iteration 10F: 3 clusters Score -4588534 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -4590217.500000 Penalty: 5150.938477
	Iteration 11F: 3 clusters Score -4590218 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -4591501.000000 Penalty: 5150.938477
	Iteration 12Q: 3 clusters Score -4591501 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4592425.500000 Penalty: 5150.938477
	Iteration 13Q: 3 clusters Score -4592426 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4592975.000000 Penalty: 5150.938477
	Iteration 14Q: 3 clusters Score -4592975 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4593310.500000 Penalty: 5150.938477
	Iteration 15Q: 3 clusters Score -4593310 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4593516.500000 Penalty: 5150.938477
	Iteration 16Q: 3 clusters Score -4593516 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4593639.000000 Penalty: 5150.938477
	Iteration 17Q: 3 clusters Score -4593639 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31755 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4593713.500000 Penalty: 5150.938477
	Iteration 18Q: 3 clusters Score -4593714 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31804 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4593762.000000 Penalty: 5150.938477
	Iteration 19Q: 3 clusters Score -4593762 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4593787.500000 Penalty: 5150.938477
	Iteration 20F: 3 clusters Score -4593788 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31859 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4593806.000000 Penalty: 5150.938477
	Iteration 21Q: 3 clusters Score -4593806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4593819.000000 Penalty: 5150.938477
	Iteration 22Q: 3 clusters Score -4593819 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4593827.000000 Penalty: 5150.938477
	Iteration 23Q: 3 clusters Score -4593827 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4593847.500000 Penalty: 5150.938477
	Iteration 24Q: 3 clusters Score -4593848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31919 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -4593863.500000 Penalty: 5150.938477
	Iteration 25Q: 3 clusters Score -4593864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4593870.000000 Penalty: 5150.938477
	Iteration 26Q: 3 clusters Score -4593870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4593881.000000 Penalty: 5150.938477
	Iteration 27Q: 3 clusters Score -4593881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4593881.500000 Penalty: 5150.938477
	Iteration 28Q: 3 clusters Score -4593882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4593886.500000 Penalty: 5150.938477
	Iteration 29Q: 3 clusters Score -4593886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4593885.000000 Penalty: 5150.938477
	Iteration 30Q: 3 clusters Score -4593885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4593883.500000 Penalty: 5150.938477
	Iteration 31Q: 3 clusters Score -4593884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4593887.500000 Penalty: 5150.938477
	Iteration 32Q: 3 clusters Score -4593888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4593890.000000 Penalty: 5150.938477
	Iteration 33Q: 3 clusters Score -4593890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4593896.500000 Penalty: 5150.938477
	Iteration 34Q: 3 clusters Score -4593896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31946 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4593897.500000 Penalty: 5150.938477
	Iteration 35Q: 3 clusters Score -4593898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4593896.000000 Penalty: 5150.938477
	Iteration 36Q: 3 clusters Score -4593896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4593898.500000 Penalty: 5150.938477
	Iteration 37Q: 3 clusters Score -4593898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4593900.000000 Penalty: 5150.938477
	Iteration 38Q: 3 clusters Score -4593900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4593900.000000 Penalty: 5150.938477
	Iteration 39F: 3 clusters Score -4593900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Entering Unmasked Estep 
Score: -541819.000000 Penalty: 2052.482666
	Iteration 0F: 2 clusters Score -541819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -537991.312500 Penalty: 4104.965332
	Iteration 0F: 3 clusters Score -537991.3 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -538890.875000 Penalty: 4104.965332
	Iteration 1F: 3 clusters Score -538890.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -539067.625000 Penalty: 4104.965332
	Iteration 2F: 3 clusters Score -539067.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -539165.812500 Penalty: 4104.965332
	Iteration 3Q: 3 clusters Score -539165.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -539226.687500 Penalty: 4104.965332
	Iteration 4Q: 3 clusters Score -539226.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -539285.125000 Penalty: 4104.965332
	Iteration 5Q: 3 clusters Score -539285.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -539345.250000 Penalty: 4104.965332
	Iteration 6Q: 3 clusters Score -539345.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -539391.187500 Penalty: 4104.965332
	Iteration 7Q: 3 clusters Score -539391.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -539426.250000 Penalty: 4104.965332
	Iteration 8Q: 3 clusters Score -539426.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -539456.187500 Penalty: 4104.965332
	Iteration 9Q: 3 clusters Score -539456.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -539497.250000 Penalty: 4104.965332
	Iteration 10Q: 3 clusters Score -539497.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -539537.937500 Penalty: 4104.965332
	Iteration 11Q: 3 clusters Score -539537.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -539579.750000 Penalty: 4104.965332
	Iteration 12Q: 3 clusters Score -539579.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -539619.312500 Penalty: 4104.965332
	Iteration 13Q: 3 clusters Score -539619.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -539662.937500 Penalty: 4104.965332
	Iteration 14Q: 3 clusters Score -539662.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -539716.500000 Penalty: 4104.965332
	Iteration 15Q: 3 clusters Score -539716.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -539795.812500 Penalty: 4104.965332
	Iteration 16Q: 3 clusters Score -539795.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -539885.375000 Penalty: 4104.965332
	Iteration 17Q: 3 clusters Score -539885.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -539975.625000 Penalty: 4104.965332
	Iteration 18Q: 3 clusters Score -539975.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -540072.875000 Penalty: 4104.965332
	Iteration 19Q: 3 clusters Score -540072.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -540152.750000 Penalty: 4104.965332
	Iteration 20F: 3 clusters Score -540152.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -540237.250000 Penalty: 4104.965332
	Iteration 21Q: 3 clusters Score -540237.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -540326.250000 Penalty: 4104.965332
	Iteration 22Q: 3 clusters Score -540326.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -540397.937500 Penalty: 4104.965332
	Iteration 23Q: 3 clusters Score -540397.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -540464.750000 Penalty: 4104.965332
	Iteration 24Q: 3 clusters Score -540464.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -540507.875000 Penalty: 4104.965332
	Iteration 25Q: 3 clusters Score -540507.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -540550.125000 Penalty: 4104.965332
	Iteration 26Q: 3 clusters Score -540550.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -540588.187500 Penalty: 4104.965332
	Iteration 27Q: 3 clusters Score -540588.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -540624.875000 Penalty: 4104.965332
	Iteration 28Q: 3 clusters Score -540624.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -540651.375000 Penalty: 4104.965332
	Iteration 29Q: 3 clusters Score -540651.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -540678.000000 Penalty: 4104.965332
	Iteration 30Q: 3 clusters Score -540678 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -540707.062500 Penalty: 4104.965332
	Iteration 31Q: 3 clusters Score -540707.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -540736.625000 Penalty: 4104.965332
	Iteration 32Q: 3 clusters Score -540736.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -540766.625000 Penalty: 4104.965332
	Iteration 33Q: 3 clusters Score -540766.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -540804.687500 Penalty: 4104.965332
	Iteration 34Q: 3 clusters Score -540804.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -540858.562500 Penalty: 4104.965332
	Iteration 35Q: 3 clusters Score -540858.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -540913.812500 Penalty: 4104.965332
	Iteration 36Q: 3 clusters Score -540913.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -540965.937500 Penalty: 4104.965332
	Iteration 37Q: 3 clusters Score -540965.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -541026.625000 Penalty: 4104.965332
	Iteration 38Q: 3 clusters Score -541026.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -541076.625000 Penalty: 4104.965332
	Iteration 39Q: 3 clusters Score -541076.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -541138.187500 Penalty: 4104.965332
	Iteration 40F: 3 clusters Score -541138.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -541186.937500 Penalty: 4104.965332
	Iteration 41Q: 3 clusters Score -541186.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -541219.375000 Penalty: 4104.965332
	Iteration 42Q: 3 clusters Score -541219.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -541248.937500 Penalty: 4104.965332
	Iteration 43Q: 3 clusters Score -541248.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -541272.312500 Penalty: 4104.965332
	Iteration 44Q: 3 clusters Score -541272.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -541284.937500 Penalty: 4104.965332
	Iteration 45Q: 3 clusters Score -541284.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -541303.000000 Penalty: 4104.965332
	Iteration 46Q: 3 clusters Score -541303 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -541313.125000 Penalty: 4104.965332
	Iteration 47Q: 3 clusters Score -541313.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -541319.875000 Penalty: 4104.965332
	Iteration 48Q: 3 clusters Score -541319.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -541321.937500 Penalty: 4104.965332
	Iteration 49Q: 3 clusters Score -541321.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -541324.375000 Penalty: 4104.965332
	Iteration 50Q: 3 clusters Score -541324.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -541326.000000 Penalty: 4104.965332
	Iteration 51Q: 3 clusters Score -541326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -541327.875000 Penalty: 4104.965332
	Iteration 52Q: 3 clusters Score -541327.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -541329.312500 Penalty: 4104.965332
	Iteration 53Q: 3 clusters Score -541329.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -541330.125000 Penalty: 4104.965332
	Iteration 54Q: 3 clusters Score -541330.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -541332.875000 Penalty: 4104.965332
	Iteration 55Q: 3 clusters Score -541332.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -541334.500000 Penalty: 4104.965332
	Iteration 56Q: 3 clusters Score -541334.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -541335.500000 Penalty: 4104.965332
	Iteration 57Q: 3 clusters Score -541335.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -541337.125000 Penalty: 4104.965332
	Iteration 58Q: 3 clusters Score -541337.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -541338.062500 Penalty: 4104.965332
	Iteration 59Q: 3 clusters Score -541338.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -541339.062500 Penalty: 4104.965332
	Iteration 60F: 3 clusters Score -541339.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -541338.125000 Penalty: 4104.965332
	Iteration 61Q: 3 clusters Score -541338.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -541338.125000 Penalty: 4104.965332
	Iteration 62F: 3 clusters Score -541338.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -51424.773438 Penalty: 1504.394897
	Iteration 0F: 2 clusters Score -51424.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -50050.152344 Penalty: 3008.789795
	Iteration 0F: 3 clusters Score -50050.15 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50278.792969 Penalty: 3008.789795
	Iteration 1F: 3 clusters Score -50278.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -50368.617188 Penalty: 3008.789795
	Iteration 2F: 3 clusters Score -50368.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50407.992188 Penalty: 3008.789795
	Iteration 3Q: 3 clusters Score -50407.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -50437.542969 Penalty: 3008.789795
	Iteration 4Q: 3 clusters Score -50437.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -50464.527344 Penalty: 3008.789795
	Iteration 5Q: 3 clusters Score -50464.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50497.789062 Penalty: 3008.789795
	Iteration 6Q: 3 clusters Score -50497.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50527.488281 Penalty: 3008.789795
	Iteration 7Q: 3 clusters Score -50527.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -50551.171875 Penalty: 3008.789795
	Iteration 8Q: 3 clusters Score -50551.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -50561.703125 Penalty: 3008.789795
	Iteration 9Q: 3 clusters Score -50561.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -50590.167969 Penalty: 3008.789795
	Iteration 10Q: 3 clusters Score -50590.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -50654.878906 Penalty: 3008.789795
	Iteration 11Q: 3 clusters Score -50654.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -50667.320312 Penalty: 3008.789795
	Iteration 12Q: 3 clusters Score -50667.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -50690.265625 Penalty: 3008.789795
	Iteration 13Q: 3 clusters Score -50690.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -50707.929688 Penalty: 3008.789795
	Iteration 14Q: 3 clusters Score -50707.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -50707.929688 Penalty: 3008.789795
	Iteration 15F: 3 clusters Score -50707.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -32784.636719 Penalty: 1428.988770
	Iteration 0F: 2 clusters Score -32784.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31542.873047 Penalty: 2857.977539
	Iteration 0F: 3 clusters Score -31542.87 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -31912.880859 Penalty: 2857.977539
	Iteration 1F: 3 clusters Score -31912.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -32047.269531 Penalty: 2857.977539
	Iteration 2F: 3 clusters Score -32047.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -32136.349609 Penalty: 2857.977539
	Iteration 3F: 3 clusters Score -32136.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32191.359375 Penalty: 2857.977539
	Iteration 4Q: 3 clusters Score -32191.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -32229.626953 Penalty: 2857.977539
	Iteration 5Q: 3 clusters Score -32229.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -32280.541016 Penalty: 2857.977539
	Iteration 6Q: 3 clusters Score -32280.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -32303.453125 Penalty: 2857.977539
	Iteration 7Q: 3 clusters Score -32303.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32312.810547 Penalty: 2857.977539
	Iteration 8Q: 3 clusters Score -32312.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32348.738281 Penalty: 2857.977539
	Iteration 9Q: 3 clusters Score -32348.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -32358.583984 Penalty: 2857.977539
	Iteration 10Q: 3 clusters Score -32358.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32362.744141 Penalty: 2857.977539
	Iteration 11Q: 3 clusters Score -32362.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32365.294922 Penalty: 2857.977539
	Iteration 12Q: 3 clusters Score -32365.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32375.777344 Penalty: 2857.977539
	Iteration 13Q: 3 clusters Score -32375.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32375.777344 Penalty: 2857.977539
	Iteration 14F: 3 clusters Score -32375.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -81107.156250 Penalty: 1589.315186
	Iteration 0F: 2 clusters Score -81107.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -79472.859375 Penalty: 3178.630371
	Iteration 0F: 3 clusters Score -79472.86 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -79677.390625 Penalty: 3178.630371
	Iteration 1F: 3 clusters Score -79677.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -79749.125000 Penalty: 3178.630371
	Iteration 2Q: 3 clusters Score -79749.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -79810.898438 Penalty: 3178.630371
	Iteration 3Q: 3 clusters Score -79810.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -79848.960938 Penalty: 3178.630371
	Iteration 4Q: 3 clusters Score -79848.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -79853.421875 Penalty: 3178.630371
	Iteration 5Q: 3 clusters Score -79853.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -79864.218750 Penalty: 3178.630371
	Iteration 6Q: 3 clusters Score -79864.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -79870.234375 Penalty: 3178.630371
	Iteration 7Q: 3 clusters Score -79870.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -79870.234375 Penalty: 3178.630371
	Iteration 8F: 3 clusters Score -79870.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -66283.562500 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -66283.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -64739.648438 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -64739.65 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -65030.593750 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -65030.59 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -65192.218750 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -65192.22 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -65277.230469 Penalty: 3152.629395
	Iteration 3Q: 3 clusters Score -65277.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -65337.667969 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -65337.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -65441.648438 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -65441.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -65592.429688 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -65592.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -65658.000000 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -65658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -65710.210938 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -65710.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -65744.093750 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -65744.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -65778.835938 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -65778.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -65797.437500 Penalty: 3152.629395
	Iteration 11Q: 3 clusters Score -65797.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -65808.687500 Penalty: 3152.629395
	Iteration 12Q: 3 clusters Score -65808.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -65832.882812 Penalty: 3152.629395
	Iteration 13Q: 3 clusters Score -65832.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -65835.492188 Penalty: 3152.629395
	Iteration 14Q: 3 clusters Score -65835.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -65835.656250 Penalty: 3152.629395
	Iteration 15F: 3 clusters Score -65835.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -65844.335938 Penalty: 3152.629395
	Iteration 16Q: 3 clusters Score -65844.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -65849.429688 Penalty: 3152.629395
	Iteration 17Q: 3 clusters Score -65849.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -65849.429688 Penalty: 3152.629395
	Iteration 18F: 3 clusters Score -65849.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (160966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160966 members 
Entering Unmasked Estep 
Score: -22497840.000000 Penalty: 2973.259277
	Iteration 0F: 2 clusters Score -2.249784e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80547 members 
Mstep: Class 2 contains 80419 members 
Entering Unmasked Estep 
Score: -22394206.000000 Penalty: 5946.518555
	Iteration 0F: 3 clusters Score -2.239421e+07 nChanged 77191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81712 members 
Mstep: Class 2 contains 79254 members 
Entering Unmasked Estep 
Score: -22438760.000000 Penalty: 5946.518555
	Iteration 1F: 3 clusters Score -2.243876e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82795 members 
Mstep: Class 2 contains 78171 members 
Entering Unmasked Estep 
Score: -22439756.000000 Penalty: 5946.518555
	Iteration 2Q: 3 clusters Score -2.243976e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84513 members 
Mstep: Class 2 contains 76453 members 
Entering Unmasked Estep 
Score: -22440818.000000 Penalty: 5946.518555
	Iteration 3Q: 3 clusters Score -2.244082e+07 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87381 members 
Mstep: Class 2 contains 73585 members 
Entering Unmasked Estep 
Score: -22442604.000000 Penalty: 5946.518555
	Iteration 4Q: 3 clusters Score -2.24426e+07 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92105 members 
Mstep: Class 2 contains 68861 members 
Entering Unmasked Estep 
Score: -22445808.000000 Penalty: 5946.518555
	Iteration 5Q: 3 clusters Score -2.244581e+07 nChanged 8813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99092 members 
Mstep: Class 2 contains 61874 members 
Entering Unmasked Estep 
Score: -22450594.000000 Penalty: 5946.518555
	Iteration 6F: 3 clusters Score -2.245059e+07 nChanged 10970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108850 members 
Mstep: Class 2 contains 52116 members 
Entering Unmasked Estep 
Score: -22458328.000000 Penalty: 5946.518555
	Iteration 7F: 3 clusters Score -2.245833e+07 nChanged 12424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120642 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -22468148.000000 Penalty: 5946.518555
	Iteration 8F: 3 clusters Score -2.246815e+07 nChanged 11911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132309 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -22477318.000000 Penalty: 5946.518555
	Iteration 9F: 3 clusters Score -2.247732e+07 nChanged 9660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141883 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -22484812.000000 Penalty: 5946.518555
	Iteration 10F: 3 clusters Score -2.248481e+07 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148818 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -22489370.000000 Penalty: 5946.518555
	Iteration 11Q: 3 clusters Score -2.248937e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153485 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -22492144.000000 Penalty: 5946.518555
	Iteration 12Q: 3 clusters Score -2.249214e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156474 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -22494088.000000 Penalty: 5946.518555
	Iteration 13Q: 3 clusters Score -2.249409e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158197 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -22495036.000000 Penalty: 5946.518555
	Iteration 14Q: 3 clusters Score -2.249504e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159134 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -22495418.000000 Penalty: 5946.518555
	Iteration 15Q: 3 clusters Score -2.249542e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159644 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -22495568.000000 Penalty: 5946.518555
	Iteration 16Q: 3 clusters Score -2.249557e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159916 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -22495672.000000 Penalty: 5946.518555
	Iteration 17Q: 3 clusters Score -2.249567e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160069 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -22495764.000000 Penalty: 5946.518555
	Iteration 18Q: 3 clusters Score -2.249576e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160165 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -22495806.000000 Penalty: 5946.518555
	Iteration 19Q: 3 clusters Score -2.249581e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160232 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -22495834.000000 Penalty: 5946.518555
	Iteration 20F: 3 clusters Score -2.249583e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160272 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -22495844.000000 Penalty: 5946.518555
	Iteration 21Q: 3 clusters Score -2.249584e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160306 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -22495832.000000 Penalty: 5946.518555
	Iteration 22Q: 3 clusters Score -2.249583e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160326 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -22495832.000000 Penalty: 5946.518555
	Iteration 23Q: 3 clusters Score -2.249583e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160353 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -22495840.000000 Penalty: 5946.518555
	Iteration 24Q: 3 clusters Score -2.249584e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160370 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -22495864.000000 Penalty: 5946.518555
	Iteration 25Q: 3 clusters Score -2.249586e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160381 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -22495866.000000 Penalty: 5946.518555
	Iteration 26Q: 3 clusters Score -2.249587e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160390 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -22495846.000000 Penalty: 5946.518555
	Iteration 27Q: 3 clusters Score -2.249585e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160396 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -22495848.000000 Penalty: 5946.518555
	Iteration 28Q: 3 clusters Score -2.249585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160397 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -22495844.000000 Penalty: 5946.518555
	Iteration 29Q: 3 clusters Score -2.249584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160397 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -22495844.000000 Penalty: 5946.518555
	Iteration 30Q: 3 clusters Score -2.249584e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160397 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -22495844.000000 Penalty: 5946.518555
	Iteration 31F: 3 clusters Score -2.249584e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -63989.636719 Penalty: 1566.656860
	Iteration 0F: 2 clusters Score -63989.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -62449.175781 Penalty: 3133.313721
	Iteration 0F: 3 clusters Score -62449.18 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -62727.460938 Penalty: 3133.313721
	Iteration 1F: 3 clusters Score -62727.46 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -62838.238281 Penalty: 3133.313721
	Iteration 2F: 3 clusters Score -62838.24 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -62931.636719 Penalty: 3133.313721
	Iteration 3F: 3 clusters Score -62931.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -63007.984375 Penalty: 3133.313721
	Iteration 4Q: 3 clusters Score -63007.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -63083.207031 Penalty: 3133.313721
	Iteration 5Q: 3 clusters Score -63083.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -63171.781250 Penalty: 3133.313721
	Iteration 6Q: 3 clusters Score -63171.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -63242.546875 Penalty: 3133.313721
	Iteration 7Q: 3 clusters Score -63242.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -63301.328125 Penalty: 3133.313721
	Iteration 8Q: 3 clusters Score -63301.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -63373.523438 Penalty: 3133.313721
	Iteration 9Q: 3 clusters Score -63373.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -63476.804688 Penalty: 3133.313721
	Iteration 10Q: 3 clusters Score -63476.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -63537.121094 Penalty: 3133.313721
	Iteration 11Q: 3 clusters Score -63537.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -63572.480469 Penalty: 3133.313721
	Iteration 12Q: 3 clusters Score -63572.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -63599.000000 Penalty: 3133.313721
	Iteration 13Q: 3 clusters Score -63599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -63635.070312 Penalty: 3133.313721
	Iteration 14Q: 3 clusters Score -63635.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -63645.632812 Penalty: 3133.313721
	Iteration 15Q: 3 clusters Score -63645.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -63652.070312 Penalty: 3133.313721
	Iteration 16Q: 3 clusters Score -63652.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -63654.554688 Penalty: 3133.313721
	Iteration 17Q: 3 clusters Score -63654.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -63659.222656 Penalty: 3133.313721
	Iteration 18F: 3 clusters Score -63659.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -63672.960938 Penalty: 3133.313721
	Iteration 19Q: 3 clusters Score -63672.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -63678.011719 Penalty: 3133.313721
	Iteration 20F: 3 clusters Score -63678.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27508 members 
Mstep: Class 4 contains 9005 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 87063 members 
Mstep: Class 7 contains 18750 members 
Mstep: Class 8 contains 126215 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4596 members 
Mstep: Class 11 contains 2068 members 
Mstep: Class 12 contains 164976 members 
Mstep: Class 13 contains 65901 members 
Mstep: Class 14 contains 33588 members 
Mstep: Class 15 contains 14294 members 
Mstep: Class 16 contains 175982 members 
Mstep: Class 17 contains 11805 members 
Mstep: Class 18 contains 17760 members 
Mstep: Class 19 contains 32369 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 160966 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705096.000000 Penalty: 88826.445312
Iteration 279Q: 27 clusters Score -1.327051e+08 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27513 members 
Mstep: Class 4 contains 9000 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 87051 members 
Mstep: Class 7 contains 18757 members 
Mstep: Class 8 contains 126232 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4596 members 
Mstep: Class 11 contains 2068 members 
Mstep: Class 12 contains 165329 members 
Mstep: Class 13 contains 65924 members 
Mstep: Class 14 contains 33580 members 
Mstep: Class 15 contains 14300 members 
Mstep: Class 16 contains 175979 members 
Mstep: Class 17 contains 11807 members 
Mstep: Class 18 contains 17758 members 
Mstep: Class 19 contains 32395 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 160557 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704920.000000 Penalty: 88826.445312
Iteration 280F: 27 clusters Score -1.327049e+08 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27520 members 
Mstep: Class 4 contains 8997 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 87041 members 
Mstep: Class 7 contains 18759 members 
Mstep: Class 8 contains 126235 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4596 members 
Mstep: Class 11 contains 2068 members 
Mstep: Class 12 contains 165709 members 
Mstep: Class 13 contains 65938 members 
Mstep: Class 14 contains 33578 members 
Mstep: Class 15 contains 14301 members 
Mstep: Class 16 contains 175994 members 
Mstep: Class 17 contains 11807 members 
Mstep: Class 18 contains 17755 members 
Mstep: Class 19 contains 32424 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 160124 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705016.000000 Penalty: 88826.445312
Iteration 281Q: 27 clusters Score -1.32705e+08 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27524 members 
Mstep: Class 4 contains 8995 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 87004 members 
Mstep: Class 7 contains 18756 members 
Mstep: Class 8 contains 126243 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2068 members 
Mstep: Class 12 contains 166110 members 
Mstep: Class 13 contains 65946 members 
Mstep: Class 14 contains 33588 members 
Mstep: Class 15 contains 14293 members 
Mstep: Class 16 contains 176029 members 
Mstep: Class 17 contains 11810 members 
Mstep: Class 18 contains 17753 members 
Mstep: Class 19 contains 32450 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159680 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704864.000000 Penalty: 88826.445312
Iteration 282Q: 27 clusters Score -1.327049e+08 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27524 members 
Mstep: Class 4 contains 8993 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 86973 members 
Mstep: Class 7 contains 18756 members 
Mstep: Class 8 contains 126241 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2068 members 
Mstep: Class 12 contains 166519 members 
Mstep: Class 13 contains 65961 members 
Mstep: Class 14 contains 33584 members 
Mstep: Class 15 contains 14294 members 
Mstep: Class 16 contains 176058 members 
Mstep: Class 17 contains 11814 members 
Mstep: Class 18 contains 17750 members 
Mstep: Class 19 contains 32471 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159244 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704840.000000 Penalty: 88826.445312
Iteration 283Q: 27 clusters Score -1.327048e+08 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27524 members 
Mstep: Class 4 contains 8992 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 86960 members 
Mstep: Class 7 contains 18740 members 
Mstep: Class 8 contains 126245 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2068 members 
Mstep: Class 12 contains 166930 members 
Mstep: Class 13 contains 65956 members 
Mstep: Class 14 contains 33589 members 
Mstep: Class 15 contains 14289 members 
Mstep: Class 16 contains 176074 members 
Mstep: Class 17 contains 11818 members 
Mstep: Class 18 contains 17746 members 
Mstep: Class 19 contains 32479 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 158840 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704520.000000 Penalty: 88826.445312
Iteration 284Q: 27 clusters Score -1.327045e+08 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27529 members 
Mstep: Class 4 contains 8992 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 86966 members 
Mstep: Class 7 contains 18729 members 
Mstep: Class 8 contains 126250 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2068 members 
Mstep: Class 12 contains 167315 members 
Mstep: Class 13 contains 65966 members 
Mstep: Class 14 contains 33605 members 
Mstep: Class 15 contains 14288 members 
Mstep: Class 16 contains 176086 members 
Mstep: Class 17 contains 11824 members 
Mstep: Class 18 contains 17744 members 
Mstep: Class 19 contains 32487 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 158400 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704208.000000 Penalty: 88826.445312
Iteration 285Q: 27 clusters Score -1.327042e+08 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27526 members 
Mstep: Class 4 contains 8994 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 86996 members 
Mstep: Class 7 contains 18716 members 
Mstep: Class 8 contains 126239 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2068 members 
Mstep: Class 12 contains 167738 members 
Mstep: Class 13 contains 65977 members 
Mstep: Class 14 contains 33606 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 176120 members 
Mstep: Class 17 contains 11827 members 
Mstep: Class 18 contains 17739 members 
Mstep: Class 19 contains 32493 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 157924 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703800.000000 Penalty: 88826.445312
Iteration 286Q: 27 clusters Score -1.327038e+08 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27517 members 
Mstep: Class 4 contains 9001 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 87050 members 
Mstep: Class 7 contains 18715 members 
Mstep: Class 8 contains 126243 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2068 members 
Mstep: Class 12 contains 168136 members 
Mstep: Class 13 contains 65980 members 
Mstep: Class 14 contains 33598 members 
Mstep: Class 15 contains 14290 members 
Mstep: Class 16 contains 176157 members 
Mstep: Class 17 contains 11834 members 
Mstep: Class 18 contains 17737 members 
Mstep: Class 19 contains 32530 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 157393 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703720.000000 Penalty: 88826.445312
Iteration 287Q: 27 clusters Score -1.327037e+08 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27512 members 
Mstep: Class 4 contains 9010 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 87119 members 
Mstep: Class 7 contains 18712 members 
Mstep: Class 8 contains 126246 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2067 members 
Mstep: Class 12 contains 168528 members 
Mstep: Class 13 contains 65986 members 
Mstep: Class 14 contains 33596 members 
Mstep: Class 15 contains 14291 members 
Mstep: Class 16 contains 176212 members 
Mstep: Class 17 contains 11849 members 
Mstep: Class 18 contains 17735 members 
Mstep: Class 19 contains 32562 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 156824 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702960.000000 Penalty: 88826.445312
Iteration 288Q: 27 clusters Score -1.32703e+08 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27505 members 
Mstep: Class 4 contains 9015 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 87168 members 
Mstep: Class 7 contains 18700 members 
Mstep: Class 8 contains 126265 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2067 members 
Mstep: Class 12 contains 168907 members 
Mstep: Class 13 contains 65977 members 
Mstep: Class 14 contains 33584 members 
Mstep: Class 15 contains 14292 members 
Mstep: Class 16 contains 176248 members 
Mstep: Class 17 contains 11867 members 
Mstep: Class 18 contains 17734 members 
Mstep: Class 19 contains 32602 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 156318 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702920.000000 Penalty: 88826.445312
Iteration 289Q: 27 clusters Score -1.327029e+08 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27498 members 
Mstep: Class 4 contains 9022 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 87235 members 
Mstep: Class 7 contains 18685 members 
Mstep: Class 8 contains 126297 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2067 members 
Mstep: Class 12 contains 169197 members 
Mstep: Class 13 contains 65955 members 
Mstep: Class 14 contains 33571 members 
Mstep: Class 15 contains 14302 members 
Mstep: Class 16 contains 176281 members 
Mstep: Class 17 contains 11900 members 
Mstep: Class 18 contains 17735 members 
Mstep: Class 19 contains 32658 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 155846 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702760.000000 Penalty: 88826.445312
Iteration 290Q: 27 clusters Score -1.327028e+08 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27503 members 
Mstep: Class 4 contains 9026 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 87330 members 
Mstep: Class 7 contains 18676 members 
Mstep: Class 8 contains 126339 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2067 members 
Mstep: Class 12 contains 169415 members 
Mstep: Class 13 contains 65933 members 
Mstep: Class 14 contains 33555 members 
Mstep: Class 15 contains 14300 members 
Mstep: Class 16 contains 176334 members 
Mstep: Class 17 contains 11927 members 
Mstep: Class 18 contains 17734 members 
Mstep: Class 19 contains 32702 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 155408 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702384.000000 Penalty: 88826.445312
Iteration 291Q: 27 clusters Score -1.327024e+08 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27500 members 
Mstep: Class 4 contains 9029 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 87420 members 
Mstep: Class 7 contains 18676 members 
Mstep: Class 8 contains 126351 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2066 members 
Mstep: Class 12 contains 169585 members 
Mstep: Class 13 contains 65905 members 
Mstep: Class 14 contains 33551 members 
Mstep: Class 15 contains 14300 members 
Mstep: Class 16 contains 176379 members 
Mstep: Class 17 contains 11927 members 
Mstep: Class 18 contains 17734 members 
Mstep: Class 19 contains 32766 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 155059 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702072.000000 Penalty: 88826.445312
Iteration 292Q: 27 clusters Score -1.327021e+08 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27493 members 
Mstep: Class 4 contains 9032 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 87503 members 
Mstep: Class 7 contains 18690 members 
Mstep: Class 8 contains 126358 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2066 members 
Mstep: Class 12 contains 169736 members 
Mstep: Class 13 contains 65873 members 
Mstep: Class 14 contains 33546 members 
Mstep: Class 15 contains 14304 members 
Mstep: Class 16 contains 176389 members 
Mstep: Class 17 contains 11932 members 
Mstep: Class 18 contains 17731 members 
Mstep: Class 19 contains 32836 members 
Mstep: Class 20 contains 3932 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 154758 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132701992.000000 Penalty: 88826.445312
Iteration 293Q: 27 clusters Score -1.32702e+08 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27491 members 
Mstep: Class 4 contains 9031 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 87603 members 
Mstep: Class 7 contains 18704 members 
Mstep: Class 8 contains 126358 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2065 members 
Mstep: Class 12 contains 169804 members 
Mstep: Class 13 contains 65844 members 
Mstep: Class 14 contains 33532 members 
Mstep: Class 15 contains 14313 members 
Mstep: Class 16 contains 176409 members 
Mstep: Class 17 contains 11939 members 
Mstep: Class 18 contains 17728 members 
Mstep: Class 19 contains 32889 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 154536 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132701688.000000 Penalty: 88826.445312
Iteration 294Q: 27 clusters Score -1.327017e+08 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27487 members 
Mstep: Class 4 contains 9032 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 87675 members 
Mstep: Class 7 contains 18703 members 
Mstep: Class 8 contains 126355 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2065 members 
Mstep: Class 12 contains 169841 members 
Mstep: Class 13 contains 65837 members 
Mstep: Class 14 contains 33526 members 
Mstep: Class 15 contains 14324 members 
Mstep: Class 16 contains 176426 members 
Mstep: Class 17 contains 11953 members 
Mstep: Class 18 contains 17728 members 
Mstep: Class 19 contains 32932 members 
Mstep: Class 20 contains 3932 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 154363 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132701696.000000 Penalty: 88826.445312
Iteration 295Q: 27 clusters Score -1.327017e+08 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27476 members 
Mstep: Class 4 contains 9032 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 87776 members 
Mstep: Class 7 contains 18709 members 
Mstep: Class 8 contains 126372 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2066 members 
Mstep: Class 12 contains 169809 members 
Mstep: Class 13 contains 65838 members 
Mstep: Class 14 contains 33548 members 
Mstep: Class 15 contains 14333 members 
Mstep: Class 16 contains 176437 members 
Mstep: Class 17 contains 11956 members 
Mstep: Class 18 contains 17727 members 
Mstep: Class 19 contains 32971 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 154196 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132701448.000000 Penalty: 88826.445312
Iteration 296Q: 27 clusters Score -1.327014e+08 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27465 members 
Mstep: Class 4 contains 9026 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 87876 members 
Mstep: Class 7 contains 18706 members 
Mstep: Class 8 contains 126402 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2065 members 
Mstep: Class 12 contains 169737 members 
Mstep: Class 13 contains 65826 members 
Mstep: Class 14 contains 33569 members 
Mstep: Class 15 contains 14347 members 
Mstep: Class 16 contains 176441 members 
Mstep: Class 17 contains 11956 members 
Mstep: Class 18 contains 17728 members 
Mstep: Class 19 contains 33011 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 154091 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132701432.000000 Penalty: 88826.445312
Iteration 297Q: 27 clusters Score -1.327014e+08 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27461 members 
Mstep: Class 4 contains 9040 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 87974 members 
Mstep: Class 7 contains 18713 members 
Mstep: Class 8 contains 126425 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2066 members 
Mstep: Class 12 contains 169633 members 
Mstep: Class 13 contains 65803 members 
Mstep: Class 14 contains 33587 members 
Mstep: Class 15 contains 14355 members 
Mstep: Class 16 contains 176434 members 
Mstep: Class 17 contains 11952 members 
Mstep: Class 18 contains 17729 members 
Mstep: Class 19 contains 33046 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 154029 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132701440.000000 Penalty: 88826.445312
Iteration 298Q: 27 clusters Score -1.327014e+08 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27463 members 
Mstep: Class 4 contains 9054 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 88073 members 
Mstep: Class 7 contains 18719 members 
Mstep: Class 8 contains 126453 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2066 members 
Mstep: Class 12 contains 169481 members 
Mstep: Class 13 contains 65771 members 
Mstep: Class 14 contains 33608 members 
Mstep: Class 15 contains 14364 members 
Mstep: Class 16 contains 176430 members 
Mstep: Class 17 contains 11956 members 
Mstep: Class 18 contains 17727 members 
Mstep: Class 19 contains 33058 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 154024 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132701600.000000 Penalty: 88826.445312
Iteration 299Q: 27 clusters Score -1.327016e+08 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27466 members 
Mstep: Class 4 contains 9059 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 88138 members 
Mstep: Class 7 contains 18718 members 
Mstep: Class 8 contains 126459 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2066 members 
Mstep: Class 12 contains 169342 members 
Mstep: Class 13 contains 65740 members 
Mstep: Class 14 contains 33620 members 
Mstep: Class 15 contains 14372 members 
Mstep: Class 16 contains 176436 members 
Mstep: Class 17 contains 11953 members 
Mstep: Class 18 contains 17722 members 
Mstep: Class 19 contains 33071 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 154085 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132701520.000000 Penalty: 88826.445312
Iteration 300F: 27 clusters Score -1.327015e+08 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27468 members 
Mstep: Class 4 contains 9059 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 88203 members 
Mstep: Class 7 contains 18725 members 
Mstep: Class 8 contains 126469 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2066 members 
Mstep: Class 12 contains 169189 members 
Mstep: Class 13 contains 65707 members 
Mstep: Class 14 contains 33641 members 
Mstep: Class 15 contains 14385 members 
Mstep: Class 16 contains 176431 members 
Mstep: Class 17 contains 11957 members 
Mstep: Class 18 contains 17724 members 
Mstep: Class 19 contains 33055 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 154168 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132701600.000000 Penalty: 88826.445312
Iteration 301Q: 27 clusters Score -1.327016e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27468 members 
Mstep: Class 4 contains 9064 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 88271 members 
Mstep: Class 7 contains 18732 members 
Mstep: Class 8 contains 126467 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2067 members 
Mstep: Class 12 contains 169033 members 
Mstep: Class 13 contains 65661 members 
Mstep: Class 14 contains 33654 members 
Mstep: Class 15 contains 14400 members 
Mstep: Class 16 contains 176429 members 
Mstep: Class 17 contains 11959 members 
Mstep: Class 18 contains 17722 members 
Mstep: Class 19 contains 33057 members 
Mstep: Class 20 contains 3934 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 154262 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132701544.000000 Penalty: 88826.445312
Iteration 302Q: 27 clusters Score -1.327015e+08 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27465 members 
Mstep: Class 4 contains 9061 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 88322 members 
Mstep: Class 7 contains 18739 members 
Mstep: Class 8 contains 126463 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2067 members 
Mstep: Class 12 contains 168892 members 
Mstep: Class 13 contains 65612 members 
Mstep: Class 14 contains 33664 members 
Mstep: Class 15 contains 14406 members 
Mstep: Class 16 contains 176420 members 
Mstep: Class 17 contains 11963 members 
Mstep: Class 18 contains 17722 members 
Mstep: Class 19 contains 33064 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 154385 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132701536.000000 Penalty: 88826.445312
Iteration 303Q: 27 clusters Score -1.327015e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27456 members 
Mstep: Class 4 contains 9064 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 88362 members 
Mstep: Class 7 contains 18746 members 
Mstep: Class 8 contains 126458 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2067 members 
Mstep: Class 12 contains 168737 members 
Mstep: Class 13 contains 65568 members 
Mstep: Class 14 contains 33675 members 
Mstep: Class 15 contains 14421 members 
Mstep: Class 16 contains 176410 members 
Mstep: Class 17 contains 11960 members 
Mstep: Class 18 contains 17719 members 
Mstep: Class 19 contains 33075 members 
Mstep: Class 20 contains 3936 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 154526 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132701640.000000 Penalty: 88826.445312
Iteration 304Q: 27 clusters Score -1.327016e+08 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27460 members 
Mstep: Class 4 contains 9067 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 88388 members 
Mstep: Class 7 contains 18757 members 
Mstep: Class 8 contains 126452 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2067 members 
Mstep: Class 12 contains 168544 members 
Mstep: Class 13 contains 65545 members 
Mstep: Class 14 contains 33678 members 
Mstep: Class 15 contains 14427 members 
Mstep: Class 16 contains 176391 members 
Mstep: Class 17 contains 11951 members 
Mstep: Class 18 contains 17717 members 
Mstep: Class 19 contains 33076 members 
Mstep: Class 20 contains 3936 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 154724 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132701752.000000 Penalty: 88826.445312
Iteration 305Q: 27 clusters Score -1.327018e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27463 members 
Mstep: Class 4 contains 9068 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 88404 members 
Mstep: Class 7 contains 18763 members 
Mstep: Class 8 contains 126446 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2066 members 
Mstep: Class 12 contains 168332 members 
Mstep: Class 13 contains 65512 members 
Mstep: Class 14 contains 33670 members 
Mstep: Class 15 contains 14435 members 
Mstep: Class 16 contains 176374 members 
Mstep: Class 17 contains 11945 members 
Mstep: Class 18 contains 17716 members 
Mstep: Class 19 contains 33063 members 
Mstep: Class 20 contains 3936 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 154987 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702152.000000 Penalty: 88826.445312
Iteration 306Q: 27 clusters Score -1.327022e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27460 members 
Mstep: Class 4 contains 9065 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 88418 members 
Mstep: Class 7 contains 18768 members 
Mstep: Class 8 contains 126441 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2064 members 
Mstep: Class 12 contains 168104 members 
Mstep: Class 13 contains 65480 members 
Mstep: Class 14 contains 33663 members 
Mstep: Class 15 contains 14445 members 
Mstep: Class 16 contains 176364 members 
Mstep: Class 17 contains 11941 members 
Mstep: Class 18 contains 17717 members 
Mstep: Class 19 contains 33053 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 155262 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702240.000000 Penalty: 88826.445312
Iteration 307Q: 27 clusters Score -1.327022e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27460 members 
Mstep: Class 4 contains 9066 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 88405 members 
Mstep: Class 7 contains 18764 members 
Mstep: Class 8 contains 126427 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2064 members 
Mstep: Class 12 contains 167908 members 
Mstep: Class 13 contains 65444 members 
Mstep: Class 14 contains 33659 members 
Mstep: Class 15 contains 14446 members 
Mstep: Class 16 contains 176337 members 
Mstep: Class 17 contains 11940 members 
Mstep: Class 18 contains 17718 members 
Mstep: Class 19 contains 33041 members 
Mstep: Class 20 contains 3934 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 155567 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702376.000000 Penalty: 88826.445312
Iteration 308Q: 27 clusters Score -1.327024e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27463 members 
Mstep: Class 4 contains 9069 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 88392 members 
Mstep: Class 7 contains 18762 members 
Mstep: Class 8 contains 126429 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2064 members 
Mstep: Class 12 contains 167674 members 
Mstep: Class 13 contains 65426 members 
Mstep: Class 14 contains 33661 members 
Mstep: Class 15 contains 14454 members 
Mstep: Class 16 contains 176323 members 
Mstep: Class 17 contains 11935 members 
Mstep: Class 18 contains 17719 members 
Mstep: Class 19 contains 33027 members 
Mstep: Class 20 contains 3934 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 155848 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702488.000000 Penalty: 88826.445312
Iteration 309Q: 27 clusters Score -1.327025e+08 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27470 members 
Mstep: Class 4 contains 9068 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 88383 members 
Mstep: Class 7 contains 18765 members 
Mstep: Class 8 contains 126423 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2064 members 
Mstep: Class 12 contains 167406 members 
Mstep: Class 13 contains 65407 members 
Mstep: Class 14 contains 33670 members 
Mstep: Class 15 contains 14460 members 
Mstep: Class 16 contains 176314 members 
Mstep: Class 17 contains 11928 members 
Mstep: Class 18 contains 17719 members 
Mstep: Class 19 contains 33016 members 
Mstep: Class 20 contains 3934 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 156153 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702536.000000 Penalty: 88826.445312
Iteration 310Q: 27 clusters Score -1.327025e+08 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27478 members 
Mstep: Class 4 contains 9068 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 88357 members 
Mstep: Class 7 contains 18763 members 
Mstep: Class 8 contains 126422 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2064 members 
Mstep: Class 12 contains 167144 members 
Mstep: Class 13 contains 65385 members 
Mstep: Class 14 contains 33669 members 
Mstep: Class 15 contains 14461 members 
Mstep: Class 16 contains 176315 members 
Mstep: Class 17 contains 11920 members 
Mstep: Class 18 contains 17718 members 
Mstep: Class 19 contains 33002 members 
Mstep: Class 20 contains 3934 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 156480 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702776.000000 Penalty: 88826.445312
Iteration 311Q: 27 clusters Score -1.327028e+08 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27479 members 
Mstep: Class 4 contains 9071 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 88325 members 
Mstep: Class 7 contains 18761 members 
Mstep: Class 8 contains 126411 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2064 members 
Mstep: Class 12 contains 166894 members 
Mstep: Class 13 contains 65368 members 
Mstep: Class 14 contains 33667 members 
Mstep: Class 15 contains 14455 members 
Mstep: Class 16 contains 176310 members 
Mstep: Class 17 contains 11916 members 
Mstep: Class 18 contains 17717 members 
Mstep: Class 19 contains 32983 members 
Mstep: Class 20 contains 3934 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 156825 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702856.000000 Penalty: 88826.445312
Iteration 312Q: 27 clusters Score -1.327029e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27484 members 
Mstep: Class 4 contains 9068 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 88301 members 
Mstep: Class 7 contains 18765 members 
Mstep: Class 8 contains 126400 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2064 members 
Mstep: Class 12 contains 166584 members 
Mstep: Class 13 contains 65359 members 
Mstep: Class 14 contains 33661 members 
Mstep: Class 15 contains 14455 members 
Mstep: Class 16 contains 176310 members 
Mstep: Class 17 contains 11906 members 
Mstep: Class 18 contains 17716 members 
Mstep: Class 19 contains 32964 members 
Mstep: Class 20 contains 3934 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 157209 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702864.000000 Penalty: 88826.445312
Iteration 313Q: 27 clusters Score -1.327029e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27489 members 
Mstep: Class 4 contains 9066 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 88257 members 
Mstep: Class 7 contains 18779 members 
Mstep: Class 8 contains 126387 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2064 members 
Mstep: Class 12 contains 166250 members 
Mstep: Class 13 contains 65356 members 
Mstep: Class 14 contains 33654 members 
Mstep: Class 15 contains 14454 members 
Mstep: Class 16 contains 176303 members 
Mstep: Class 17 contains 11896 members 
Mstep: Class 18 contains 17715 members 
Mstep: Class 19 contains 32947 members 
Mstep: Class 20 contains 3934 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 157629 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702808.000000 Penalty: 88826.445312
Iteration 314Q: 27 clusters Score -1.327028e+08 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27488 members 
Mstep: Class 4 contains 9056 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 88224 members 
Mstep: Class 7 contains 18781 members 
Mstep: Class 8 contains 126371 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2064 members 
Mstep: Class 12 contains 165902 members 
Mstep: Class 13 contains 65353 members 
Mstep: Class 14 contains 33645 members 
Mstep: Class 15 contains 14450 members 
Mstep: Class 16 contains 176280 members 
Mstep: Class 17 contains 11888 members 
Mstep: Class 18 contains 17713 members 
Mstep: Class 19 contains 32922 members 
Mstep: Class 20 contains 3934 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 158109 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703144.000000 Penalty: 88826.445312
Iteration 315Q: 27 clusters Score -1.327031e+08 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27489 members 
Mstep: Class 4 contains 9050 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 88187 members 
Mstep: Class 7 contains 18784 members 
Mstep: Class 8 contains 126344 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2064 members 
Mstep: Class 12 contains 165507 members 
Mstep: Class 13 contains 65353 members 
Mstep: Class 14 contains 33650 members 
Mstep: Class 15 contains 14444 members 
Mstep: Class 16 contains 176272 members 
Mstep: Class 17 contains 11874 members 
Mstep: Class 18 contains 17713 members 
Mstep: Class 19 contains 32872 members 
Mstep: Class 20 contains 3934 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 158643 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703544.000000 Penalty: 88826.445312
Iteration 316Q: 27 clusters Score -1.327035e+08 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27495 members 
Mstep: Class 4 contains 9055 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 88139 members 
Mstep: Class 7 contains 18786 members 
Mstep: Class 8 contains 126334 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2064 members 
Mstep: Class 12 contains 165126 members 
Mstep: Class 13 contains 65348 members 
Mstep: Class 14 contains 33662 members 
Mstep: Class 15 contains 14430 members 
Mstep: Class 16 contains 176245 members 
Mstep: Class 17 contains 11862 members 
Mstep: Class 18 contains 17714 members 
Mstep: Class 19 contains 32824 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159163 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703944.000000 Penalty: 88826.445312
Iteration 317Q: 27 clusters Score -1.327039e+08 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27493 members 
Mstep: Class 4 contains 9062 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 88083 members 
Mstep: Class 7 contains 18794 members 
Mstep: Class 8 contains 126329 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2064 members 
Mstep: Class 12 contains 164741 members 
Mstep: Class 13 contains 65356 members 
Mstep: Class 14 contains 33667 members 
Mstep: Class 15 contains 14421 members 
Mstep: Class 16 contains 176230 members 
Mstep: Class 17 contains 11855 members 
Mstep: Class 18 contains 17712 members 
Mstep: Class 19 contains 32776 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159664 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704040.000000 Penalty: 88826.445312
Iteration 318Q: 27 clusters Score -1.32704e+08 nChanged 1493
Entering ConstructFrom: 
Score: -132704040.000000 Penalty: 88826.445312
Entering ConstructFrom: 
Trying to split cluster 1 (291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Entering Unmasked Estep 
Score: -30608.035156 Penalty: 1406.984131
	Iteration 0F: 2 clusters Score -30608.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -29366.833984 Penalty: 2813.968262
	Iteration 0F: 3 clusters Score -29366.83 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29583.001953 Penalty: 2813.968262
	Iteration 1F: 3 clusters Score -29583 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -29693.562500 Penalty: 2813.968262
	Iteration 2F: 3 clusters Score -29693.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29778.099609 Penalty: 2813.968262
	Iteration 3F: 3 clusters Score -29778.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29822.582031 Penalty: 2813.968262
	Iteration 4Q: 3 clusters Score -29822.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -29884.746094 Penalty: 2813.968262
	Iteration 5Q: 3 clusters Score -29884.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29951.806641 Penalty: 2813.968262
	Iteration 6Q: 3 clusters Score -29951.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -30003.941406 Penalty: 2813.968262
	Iteration 7Q: 3 clusters Score -30003.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -30055.523438 Penalty: 2813.968262
	Iteration 8Q: 3 clusters Score -30055.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30067.984375 Penalty: 2813.968262
	Iteration 9Q: 3 clusters Score -30067.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -30083.533203 Penalty: 2813.968262
	Iteration 10Q: 3 clusters Score -30083.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -30090.267578 Penalty: 2813.968262
	Iteration 11Q: 3 clusters Score -30090.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -30106.984375 Penalty: 2813.968262
	Iteration 12Q: 3 clusters Score -30106.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -30128.634766 Penalty: 2813.968262
	Iteration 13Q: 3 clusters Score -30128.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -30128.634766 Penalty: 2813.968262
	Iteration 14F: 3 clusters Score -30128.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -52076.812500 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -52076.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -50639.398438 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -50639.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50819.351562 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -50819.35 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50941.175781 Penalty: 3007.637451
	Iteration 2F: 3 clusters Score -50941.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -51015.175781 Penalty: 3007.637451
	Iteration 3Q: 3 clusters Score -51015.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -51087.890625 Penalty: 3007.637451
	Iteration 4Q: 3 clusters Score -51087.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -51145.449219 Penalty: 3007.637451
	Iteration 5Q: 3 clusters Score -51145.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -51177.277344 Penalty: 3007.637451
	Iteration 6Q: 3 clusters Score -51177.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -51183.812500 Penalty: 3007.637451
	Iteration 7Q: 3 clusters Score -51183.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -51189.789062 Penalty: 3007.637451
	Iteration 8Q: 3 clusters Score -51189.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -51194.191406 Penalty: 3007.637451
	Iteration 9Q: 3 clusters Score -51194.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -51216.988281 Penalty: 3007.637451
	Iteration 10Q: 3 clusters Score -51216.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -51278.242188 Penalty: 3007.637451
	Iteration 11Q: 3 clusters Score -51278.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -51354.089844 Penalty: 3007.637451
	Iteration 12Q: 3 clusters Score -51354.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -51441.828125 Penalty: 3007.637451
	Iteration 13Q: 3 clusters Score -51441.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -51558.714844 Penalty: 3007.637451
	Iteration 14Q: 3 clusters Score -51558.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -51672.871094 Penalty: 3007.637451
	Iteration 15Q: 3 clusters Score -51672.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -51691.828125 Penalty: 3007.637451
	Iteration 16Q: 3 clusters Score -51691.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -51700.019531 Penalty: 3007.637451
	Iteration 17Q: 3 clusters Score -51700.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -51700.019531 Penalty: 3007.637451
	Iteration 18F: 3 clusters Score -51700.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Entering Unmasked Estep 
Score: -3742765.750000 Penalty: 2534.969238
	Iteration 0F: 2 clusters Score -3742766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -3723724.750000 Penalty: 5069.938477
	Iteration 0F: 3 clusters Score -3723725 nChanged 12442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -3730458.250000 Penalty: 5069.938477
	Iteration 1F: 3 clusters Score -3730458 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -3730962.000000 Penalty: 5069.938477
	Iteration 2Q: 3 clusters Score -3730962 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -3731647.000000 Penalty: 5069.938477
	Iteration 3Q: 3 clusters Score -3731647 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -3732666.250000 Penalty: 5069.938477
	Iteration 4F: 3 clusters Score -3732666 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -3734169.750000 Penalty: 5069.938477
	Iteration 5F: 3 clusters Score -3734170 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -3736063.500000 Penalty: 5069.938477
	Iteration 6F: 3 clusters Score -3736064 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -3737864.750000 Penalty: 5069.938477
	Iteration 7F: 3 clusters Score -3737865 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -3739400.000000 Penalty: 5069.938477
	Iteration 8F: 3 clusters Score -3739400 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -3740522.000000 Penalty: 5069.938477
	Iteration 9F: 3 clusters Score -3740522 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -3741239.750000 Penalty: 5069.938477
	Iteration 10Q: 3 clusters Score -3741240 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -3741683.250000 Penalty: 5069.938477
	Iteration 11Q: 3 clusters Score -3741683 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -3742020.500000 Penalty: 5069.938477
	Iteration 12Q: 3 clusters Score -3742020 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -3742402.000000 Penalty: 5069.938477
	Iteration 13Q: 3 clusters Score -3742402 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -3742658.000000 Penalty: 5069.938477
	Iteration 14Q: 3 clusters Score -3742658 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -3742738.250000 Penalty: 5069.938477
	Iteration 15Q: 3 clusters Score -3742738 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -3742788.750000 Penalty: 5069.938477
	Iteration 16Q: 3 clusters Score -3742789 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -3742824.250000 Penalty: 5069.938477
	Iteration 17Q: 3 clusters Score -3742824 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -3742838.500000 Penalty: 5069.938477
	Iteration 18Q: 3 clusters Score -3742838 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -3742857.000000 Penalty: 5069.938477
	Iteration 19Q: 3 clusters Score -3742857 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -3742870.750000 Penalty: 5069.938477
	Iteration 20F: 3 clusters Score -3742871 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -3742879.500000 Penalty: 5069.938477
	Iteration 21Q: 3 clusters Score -3742880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -3742884.750000 Penalty: 5069.938477
	Iteration 22Q: 3 clusters Score -3742885 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -3742884.250000 Penalty: 5069.938477
	Iteration 23Q: 3 clusters Score -3742884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -3742883.250000 Penalty: 5069.938477
	Iteration 24Q: 3 clusters Score -3742883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -3742893.250000 Penalty: 5069.938477
	Iteration 25Q: 3 clusters Score -3742893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -3742896.500000 Penalty: 5069.938477
	Iteration 26Q: 3 clusters Score -3742896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -3742900.000000 Penalty: 5069.938477
	Iteration 27Q: 3 clusters Score -3742900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -3742898.000000 Penalty: 5069.938477
	Iteration 28Q: 3 clusters Score -3742898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -3742900.250000 Penalty: 5069.938477
	Iteration 29Q: 3 clusters Score -3742900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -3742898.000000 Penalty: 5069.938477
	Iteration 30Q: 3 clusters Score -3742898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -3742895.500000 Penalty: 5069.938477
	Iteration 31Q: 3 clusters Score -3742896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -3742893.750000 Penalty: 5069.938477
	Iteration 32Q: 3 clusters Score -3742894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -3742894.500000 Penalty: 5069.938477
	Iteration 33Q: 3 clusters Score -3742894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -3742894.500000 Penalty: 5069.938477
	Iteration 34F: 3 clusters Score -3742894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 1495 members 
Mstep: Class 4 contains 9063 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 88042 members 
Mstep: Class 7 contains 18786 members 
Mstep: Class 8 contains 126336 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2064 members 
Mstep: Class 12 contains 164395 members 
Mstep: Class 13 contains 65380 members 
Mstep: Class 14 contains 33667 members 
Mstep: Class 15 contains 14409 members 
Mstep: Class 16 contains 176205 members 
Mstep: Class 17 contains 11835 members 
Mstep: Class 18 contains 17715 members 
Mstep: Class 19 contains 32748 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 160110 members 
Mstep: Class 26 contains 554 members 
Mstep: Class 27 contains 25997 members 
Entering Unmasked Estep 
Score: -132703568.000000 Penalty: 92242.843750
Splitting cluster 3 changes total score from -132704040.000000 to -132703568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (9063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Entering Unmasked Estep 
Score: -1217400.875000 Penalty: 2259.764893
	Iteration 0F: 2 clusters Score -1217401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1210247.875000 Penalty: 4519.529785
	Iteration 0F: 3 clusters Score -1210248 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1212484.500000 Penalty: 4519.529785
	Iteration 1F: 3 clusters Score -1212484 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1213048.000000 Penalty: 4519.529785
	Iteration 2F: 3 clusters Score -1213048 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1213609.875000 Penalty: 4519.529785
	Iteration 3F: 3 clusters Score -1213610 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1214019.875000 Penalty: 4519.529785
	Iteration 4F: 3 clusters Score -1214020 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1214320.500000 Penalty: 4519.529785
	Iteration 5F: 3 clusters Score -1214320 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1214633.750000 Penalty: 4519.529785
	Iteration 6Q: 3 clusters Score -1214634 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1215042.750000 Penalty: 4519.529785
	Iteration 7Q: 3 clusters Score -1215043 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1215423.375000 Penalty: 4519.529785
	Iteration 8Q: 3 clusters Score -1215423 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1215737.125000 Penalty: 4519.529785
	Iteration 9Q: 3 clusters Score -1215737 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1216004.000000 Penalty: 4519.529785
	Iteration 10Q: 3 clusters Score -1216004 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1216239.500000 Penalty: 4519.529785
	Iteration 11Q: 3 clusters Score -1216240 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1216432.250000 Penalty: 4519.529785
	Iteration 12Q: 3 clusters Score -1216432 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1216575.125000 Penalty: 4519.529785
	Iteration 13Q: 3 clusters Score -1216575 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1216687.125000 Penalty: 4519.529785
	Iteration 14Q: 3 clusters Score -1216687 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1216763.125000 Penalty: 4519.529785
	Iteration 15Q: 3 clusters Score -1216763 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1216802.750000 Penalty: 4519.529785
	Iteration 16Q: 3 clusters Score -1216803 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1216834.000000 Penalty: 4519.529785
	Iteration 17Q: 3 clusters Score -1216834 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1216847.750000 Penalty: 4519.529785
	Iteration 18Q: 3 clusters Score -1216848 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1216862.375000 Penalty: 4519.529785
	Iteration 19Q: 3 clusters Score -1216862 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1216869.625000 Penalty: 4519.529785
	Iteration 20F: 3 clusters Score -1216870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1216872.000000 Penalty: 4519.529785
	Iteration 21Q: 3 clusters Score -1216872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1216872.875000 Penalty: 4519.529785
	Iteration 22Q: 3 clusters Score -1216873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1216875.500000 Penalty: 4519.529785
	Iteration 23Q: 3 clusters Score -1216876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1216875.375000 Penalty: 4519.529785
	Iteration 24Q: 3 clusters Score -1216875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1216876.250000 Penalty: 4519.529785
	Iteration 25Q: 3 clusters Score -1216876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1216876.125000 Penalty: 4519.529785
	Iteration 26Q: 3 clusters Score -1216876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1216875.750000 Penalty: 4519.529785
	Iteration 27Q: 3 clusters Score -1216876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1216877.375000 Penalty: 4519.529785
	Iteration 28Q: 3 clusters Score -1216877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1216877.375000 Penalty: 4519.529785
	Iteration 29F: 3 clusters Score -1216877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -58453.382812 Penalty: 1522.691406
	Iteration 0F: 2 clusters Score -58453.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -56976.671875 Penalty: 3045.382812
	Iteration 0F: 3 clusters Score -56976.67 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -57123.281250 Penalty: 3045.382812
	Iteration 1F: 3 clusters Score -57123.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -57175.570312 Penalty: 3045.382812
	Iteration 2Q: 3 clusters Score -57175.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -57204.093750 Penalty: 3045.382812
	Iteration 3Q: 3 clusters Score -57204.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -57221.156250 Penalty: 3045.382812
	Iteration 4Q: 3 clusters Score -57221.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -57233.222656 Penalty: 3045.382812
	Iteration 5Q: 3 clusters Score -57233.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -57246.562500 Penalty: 3045.382812
	Iteration 6Q: 3 clusters Score -57246.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -57268.316406 Penalty: 3045.382812
	Iteration 7Q: 3 clusters Score -57268.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -57282.683594 Penalty: 3045.382812
	Iteration 8Q: 3 clusters Score -57282.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -57305.175781 Penalty: 3045.382812
	Iteration 9Q: 3 clusters Score -57305.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -57316.011719 Penalty: 3045.382812
	Iteration 10Q: 3 clusters Score -57316.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -57316.011719 Penalty: 3045.382812
	Iteration 11F: 3 clusters Score -57316.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (88042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88042 members 
Entering Unmasked Estep 
Score: -12442564.000000 Penalty: 2823.621338
	Iteration 0F: 2 clusters Score -1.244256e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 43979 members 
Entering Unmasked Estep 
Score: -12384024.000000 Penalty: 5647.242676
	Iteration 0F: 3 clusters Score -1.238402e+07 nChanged 41350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45017 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -12407504.000000 Penalty: 5647.242676
	Iteration 1F: 3 clusters Score -1.24075e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45481 members 
Mstep: Class 2 contains 42561 members 
Entering Unmasked Estep 
Score: -12408386.000000 Penalty: 5647.242676
	Iteration 2Q: 3 clusters Score -1.240839e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46109 members 
Mstep: Class 2 contains 41933 members 
Entering Unmasked Estep 
Score: -12409383.000000 Penalty: 5647.242676
	Iteration 3Q: 3 clusters Score -1.240938e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 41149 members 
Entering Unmasked Estep 
Score: -12410722.000000 Penalty: 5647.242676
	Iteration 4Q: 3 clusters Score -1.241072e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -12412468.000000 Penalty: 5647.242676
	Iteration 5Q: 3 clusters Score -1.241247e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49016 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -12414805.000000 Penalty: 5647.242676
	Iteration 6Q: 3 clusters Score -1.24148e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50233 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -12417966.000000 Penalty: 5647.242676
	Iteration 7F: 3 clusters Score -1.241797e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51368 members 
Mstep: Class 2 contains 36674 members 
Entering Unmasked Estep 
Score: -12421314.000000 Penalty: 5647.242676
	Iteration 8F: 3 clusters Score -1.242131e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52269 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -12424544.000000 Penalty: 5647.242676
	Iteration 9F: 3 clusters Score -1.242454e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52948 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -12426980.000000 Penalty: 5647.242676
	Iteration 10F: 3 clusters Score -1.242698e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53581 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
Score: -12428316.000000 Penalty: 5647.242676
	Iteration 11Q: 3 clusters Score -1.242832e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54097 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -12428952.000000 Penalty: 5647.242676
	Iteration 12Q: 3 clusters Score -1.242895e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54559 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -12429246.000000 Penalty: 5647.242676
	Iteration 13Q: 3 clusters Score -1.242925e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55055 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
Score: -12429410.000000 Penalty: 5647.242676
	Iteration 14Q: 3 clusters Score -1.242941e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55558 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -12429624.000000 Penalty: 5647.242676
	Iteration 15Q: 3 clusters Score -1.242962e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56084 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -12429790.000000 Penalty: 5647.242676
	Iteration 16Q: 3 clusters Score -1.242979e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56656 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -12429878.000000 Penalty: 5647.242676
	Iteration 17Q: 3 clusters Score -1.242988e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57262 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -12430017.000000 Penalty: 5647.242676
	Iteration 18Q: 3 clusters Score -1.243002e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57862 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -12430165.000000 Penalty: 5647.242676
	Iteration 19Q: 3 clusters Score -1.243016e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58483 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -12430240.000000 Penalty: 5647.242676
	Iteration 20F: 3 clusters Score -1.243024e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59171 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -12430394.000000 Penalty: 5647.242676
	Iteration 21Q: 3 clusters Score -1.243039e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59880 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -12430543.000000 Penalty: 5647.242676
	Iteration 22Q: 3 clusters Score -1.243054e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60666 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -12430661.000000 Penalty: 5647.242676
	Iteration 23Q: 3 clusters Score -1.243066e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61486 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -12430815.000000 Penalty: 5647.242676
	Iteration 24Q: 3 clusters Score -1.243082e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62326 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -12430969.000000 Penalty: 5647.242676
	Iteration 25Q: 3 clusters Score -1.243097e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63195 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -12431160.000000 Penalty: 5647.242676
	Iteration 26Q: 3 clusters Score -1.243116e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64126 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -12431416.000000 Penalty: 5647.242676
	Iteration 27Q: 3 clusters Score -1.243142e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65111 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -12431645.000000 Penalty: 5647.242676
	Iteration 28Q: 3 clusters Score -1.243164e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66118 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -12431840.000000 Penalty: 5647.242676
	Iteration 29Q: 3 clusters Score -1.243184e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67250 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -12432196.000000 Penalty: 5647.242676
	Iteration 30Q: 3 clusters Score -1.24322e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68454 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -12432493.000000 Penalty: 5647.242676
	Iteration 31Q: 3 clusters Score -1.243249e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69704 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -12432863.000000 Penalty: 5647.242676
	Iteration 32Q: 3 clusters Score -1.243286e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71020 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -12433228.000000 Penalty: 5647.242676
	Iteration 33Q: 3 clusters Score -1.243323e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72409 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -12433688.000000 Penalty: 5647.242676
	Iteration 34Q: 3 clusters Score -1.243369e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73864 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -12434183.000000 Penalty: 5647.242676
	Iteration 35Q: 3 clusters Score -1.243418e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75350 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -12434763.000000 Penalty: 5647.242676
	Iteration 36Q: 3 clusters Score -1.243476e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76862 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -12435330.000000 Penalty: 5647.242676
	Iteration 37Q: 3 clusters Score -1.243533e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78359 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -12435951.000000 Penalty: 5647.242676
	Iteration 38Q: 3 clusters Score -1.243595e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79785 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -12436515.000000 Penalty: 5647.242676
	Iteration 39Q: 3 clusters Score -1.243652e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81076 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -12437110.000000 Penalty: 5647.242676
	Iteration 40F: 3 clusters Score -1.243711e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82235 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -12437593.000000 Penalty: 5647.242676
	Iteration 41Q: 3 clusters Score -1.243759e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83233 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -12438029.000000 Penalty: 5647.242676
	Iteration 42Q: 3 clusters Score -1.243803e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84070 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -12438467.000000 Penalty: 5647.242676
	Iteration 43Q: 3 clusters Score -1.243847e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84769 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -12438834.000000 Penalty: 5647.242676
	Iteration 44Q: 3 clusters Score -1.243883e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85329 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -12439113.000000 Penalty: 5647.242676
	Iteration 45Q: 3 clusters Score -1.243911e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85739 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -12439284.000000 Penalty: 5647.242676
	Iteration 46Q: 3 clusters Score -1.243928e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86057 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -12439437.000000 Penalty: 5647.242676
	Iteration 47Q: 3 clusters Score -1.243944e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86295 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -12439543.000000 Penalty: 5647.242676
	Iteration 48Q: 3 clusters Score -1.243954e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86505 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -12439679.000000 Penalty: 5647.242676
	Iteration 49Q: 3 clusters Score -1.243968e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86656 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -12439759.000000 Penalty: 5647.242676
	Iteration 50Q: 3 clusters Score -1.243976e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86784 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -12439813.000000 Penalty: 5647.242676
	Iteration 51Q: 3 clusters Score -1.243981e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86873 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -12439858.000000 Penalty: 5647.242676
	Iteration 52Q: 3 clusters Score -1.243986e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86939 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -12439895.000000 Penalty: 5647.242676
	Iteration 53Q: 3 clusters Score -1.24399e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87002 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -12439945.000000 Penalty: 5647.242676
	Iteration 54Q: 3 clusters Score -1.243994e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87046 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -12439976.000000 Penalty: 5647.242676
	Iteration 55Q: 3 clusters Score -1.243998e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87079 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -12439971.000000 Penalty: 5647.242676
	Iteration 56Q: 3 clusters Score -1.243997e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87107 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -12439988.000000 Penalty: 5647.242676
	Iteration 57Q: 3 clusters Score -1.243999e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87125 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -12439998.000000 Penalty: 5647.242676
	Iteration 58Q: 3 clusters Score -1.244e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87140 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -12440009.000000 Penalty: 5647.242676
	Iteration 59Q: 3 clusters Score -1.244001e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87153 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -12440024.000000 Penalty: 5647.242676
	Iteration 60F: 3 clusters Score -1.244002e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87169 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -12440021.000000 Penalty: 5647.242676
	Iteration 61Q: 3 clusters Score -1.244002e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87178 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -12440027.000000 Penalty: 5647.242676
	Iteration 62Q: 3 clusters Score -1.244003e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87185 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -12440054.000000 Penalty: 5647.242676
	Iteration 63Q: 3 clusters Score -1.244005e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87197 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -12440057.000000 Penalty: 5647.242676
	Iteration 64Q: 3 clusters Score -1.244006e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87209 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -12440054.000000 Penalty: 5647.242676
	Iteration 65Q: 3 clusters Score -1.244005e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87219 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -12440067.000000 Penalty: 5647.242676
	Iteration 66Q: 3 clusters Score -1.244007e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87226 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -12440053.000000 Penalty: 5647.242676
	Iteration 67Q: 3 clusters Score -1.244005e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87237 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -12440070.000000 Penalty: 5647.242676
	Iteration 68Q: 3 clusters Score -1.244007e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87245 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -12440073.000000 Penalty: 5647.242676
	Iteration 69Q: 3 clusters Score -1.244007e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87256 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -12440075.000000 Penalty: 5647.242676
	Iteration 70Q: 3 clusters Score -1.244008e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87258 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -12440085.000000 Penalty: 5647.242676
	Iteration 71Q: 3 clusters Score -1.244008e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87270 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -12440102.000000 Penalty: 5647.242676
	Iteration 72Q: 3 clusters Score -1.24401e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87283 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -12440105.000000 Penalty: 5647.242676
	Iteration 73Q: 3 clusters Score -1.24401e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87290 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -12440123.000000 Penalty: 5647.242676
	Iteration 74Q: 3 clusters Score -1.244012e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87296 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -12440130.000000 Penalty: 5647.242676
	Iteration 75Q: 3 clusters Score -1.244013e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87300 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -12440128.000000 Penalty: 5647.242676
	Iteration 76Q: 3 clusters Score -1.244013e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87305 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -12440130.000000 Penalty: 5647.242676
	Iteration 77Q: 3 clusters Score -1.244013e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87306 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -12440141.000000 Penalty: 5647.242676
	Iteration 78Q: 3 clusters Score -1.244014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87307 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -12440138.000000 Penalty: 5647.242676
	Iteration 79Q: 3 clusters Score -1.244014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87308 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -12440142.000000 Penalty: 5647.242676
	Iteration 80F: 3 clusters Score -1.244014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87309 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -12440145.000000 Penalty: 5647.242676
	Iteration 81Q: 3 clusters Score -1.244014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87310 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -12440139.000000 Penalty: 5647.242676
	Iteration 82Q: 3 clusters Score -1.244014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87314 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -12440137.000000 Penalty: 5647.242676
	Iteration 83Q: 3 clusters Score -1.244014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87316 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -12440147.000000 Penalty: 5647.242676
	Iteration 84Q: 3 clusters Score -1.244015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87318 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -12440152.000000 Penalty: 5647.242676
	Iteration 85Q: 3 clusters Score -1.244015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87321 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -12440149.000000 Penalty: 5647.242676
	Iteration 86Q: 3 clusters Score -1.244015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87322 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -12440146.000000 Penalty: 5647.242676
	Iteration 87Q: 3 clusters Score -1.244015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87322 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -12440146.000000 Penalty: 5647.242676
	Iteration 88F: 3 clusters Score -1.244015e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Entering Unmasked Estep 
Score: -2674901.000000 Penalty: 2440.534912
	Iteration 0F: 2 clusters Score -2674901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -2661561.250000 Penalty: 4881.069824
	Iteration 0F: 3 clusters Score -2661561 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -2665896.250000 Penalty: 4881.069824
	Iteration 1F: 3 clusters Score -2665896 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -2666248.000000 Penalty: 4881.069824
	Iteration 2F: 3 clusters Score -2666248 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -2666542.500000 Penalty: 4881.069824
	Iteration 3Q: 3 clusters Score -2666542 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -2666815.250000 Penalty: 4881.069824
	Iteration 4Q: 3 clusters Score -2666815 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2667138.000000 Penalty: 4881.069824
	Iteration 5Q: 3 clusters Score -2667138 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2667553.500000 Penalty: 4881.069824
	Iteration 6Q: 3 clusters Score -2667554 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -2668128.250000 Penalty: 4881.069824
	Iteration 7F: 3 clusters Score -2668128 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -2668884.250000 Penalty: 4881.069824
	Iteration 8F: 3 clusters Score -2668884 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -2669789.000000 Penalty: 4881.069824
	Iteration 9F: 3 clusters Score -2669789 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2670712.000000 Penalty: 4881.069824
	Iteration 10F: 3 clusters Score -2670712 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2671503.750000 Penalty: 4881.069824
	Iteration 11Q: 3 clusters Score -2671504 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2672054.250000 Penalty: 4881.069824
	Iteration 12Q: 3 clusters Score -2672054 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2672339.250000 Penalty: 4881.069824
	Iteration 13Q: 3 clusters Score -2672339 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2672513.000000 Penalty: 4881.069824
	Iteration 14Q: 3 clusters Score -2672513 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2672621.750000 Penalty: 4881.069824
	Iteration 15Q: 3 clusters Score -2672622 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2672652.250000 Penalty: 4881.069824
	Iteration 16Q: 3 clusters Score -2672652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2672663.000000 Penalty: 4881.069824
	Iteration 17Q: 3 clusters Score -2672663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2672679.750000 Penalty: 4881.069824
	Iteration 18Q: 3 clusters Score -2672680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2672689.500000 Penalty: 4881.069824
	Iteration 19Q: 3 clusters Score -2672690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2672701.750000 Penalty: 4881.069824
	Iteration 20F: 3 clusters Score -2672702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2672709.250000 Penalty: 4881.069824
	Iteration 21Q: 3 clusters Score -2672709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2672716.250000 Penalty: 4881.069824
	Iteration 22Q: 3 clusters Score -2672716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2672722.500000 Penalty: 4881.069824
	Iteration 23Q: 3 clusters Score -2672722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2672722.500000 Penalty: 4881.069824
	Iteration 24Q: 3 clusters Score -2672722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2672722.750000 Penalty: 4881.069824
	Iteration 25Q: 3 clusters Score -2672723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2672722.750000 Penalty: 4881.069824
	Iteration 26F: 3 clusters Score -2672723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (126336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126336 members 
Entering Unmasked Estep 
Score: -17896426.000000 Penalty: 2913.181641
	Iteration 0F: 2 clusters Score -1.789643e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63090 members 
Mstep: Class 2 contains 63246 members 
Entering Unmasked Estep 
Score: -17815384.000000 Penalty: 5826.363281
	Iteration 0F: 3 clusters Score -1.781538e+07 nChanged 60235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61561 members 
Mstep: Class 2 contains 64775 members 
Entering Unmasked Estep 
Score: -17849926.000000 Penalty: 5826.363281
	Iteration 1F: 3 clusters Score -1.784993e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60306 members 
Mstep: Class 2 contains 66030 members 
Entering Unmasked Estep 
Score: -17850572.000000 Penalty: 5826.363281
	Iteration 2Q: 3 clusters Score -1.785057e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58465 members 
Mstep: Class 2 contains 67871 members 
Entering Unmasked Estep 
Score: -17851330.000000 Penalty: 5826.363281
	Iteration 3Q: 3 clusters Score -1.785133e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55707 members 
Mstep: Class 2 contains 70629 members 
Entering Unmasked Estep 
Score: -17852364.000000 Penalty: 5826.363281
	Iteration 4Q: 3 clusters Score -1.785236e+07 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51662 members 
Mstep: Class 2 contains 74674 members 
Entering Unmasked Estep 
Score: -17853926.000000 Penalty: 5826.363281
	Iteration 5Q: 3 clusters Score -1.785393e+07 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45672 members 
Mstep: Class 2 contains 80664 members 
Entering Unmasked Estep 
Score: -17856798.000000 Penalty: 5826.363281
	Iteration 6Q: 3 clusters Score -1.78568e+07 nChanged 8654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 89188 members 
Entering Unmasked Estep 
Score: -17861970.000000 Penalty: 5826.363281
	Iteration 7F: 3 clusters Score -1.786197e+07 nChanged 10948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 100086 members 
Entering Unmasked Estep 
Score: -17870452.000000 Penalty: 5826.363281
	Iteration 8F: 3 clusters Score -1.787045e+07 nChanged 11235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 111287 members 
Entering Unmasked Estep 
Score: -17880342.000000 Penalty: 5826.363281
	Iteration 9F: 3 clusters Score -1.788034e+07 nChanged 8258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 119539 members 
Entering Unmasked Estep 
Score: -17887762.000000 Penalty: 5826.363281
	Iteration 10F: 3 clusters Score -1.788776e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 123708 members 
Entering Unmasked Estep 
Score: -17891564.000000 Penalty: 5826.363281
	Iteration 11Q: 3 clusters Score -1.789156e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 125170 members 
Entering Unmasked Estep 
Score: -17892958.000000 Penalty: 5826.363281
	Iteration 12Q: 3 clusters Score -1.789296e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 125636 members 
Entering Unmasked Estep 
Score: -17893458.000000 Penalty: 5826.363281
	Iteration 13Q: 3 clusters Score -1.789346e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 125783 members 
Entering Unmasked Estep 
Score: -17893600.000000 Penalty: 5826.363281
	Iteration 14Q: 3 clusters Score -1.78936e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 125847 members 
Entering Unmasked Estep 
Score: -17893700.000000 Penalty: 5826.363281
	Iteration 15Q: 3 clusters Score -1.78937e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 125883 members 
Entering Unmasked Estep 
Score: -17893772.000000 Penalty: 5826.363281
	Iteration 16Q: 3 clusters Score -1.789377e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 125902 members 
Entering Unmasked Estep 
Score: -17893824.000000 Penalty: 5826.363281
	Iteration 17Q: 3 clusters Score -1.789382e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 125907 members 
Entering Unmasked Estep 
Score: -17893854.000000 Penalty: 5826.363281
	Iteration 18Q: 3 clusters Score -1.789385e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 125916 members 
Entering Unmasked Estep 
Score: -17893888.000000 Penalty: 5826.363281
	Iteration 19Q: 3 clusters Score -1.789389e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 125926 members 
Entering Unmasked Estep 
Score: -17893920.000000 Penalty: 5826.363281
	Iteration 20F: 3 clusters Score -1.789392e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 125932 members 
Entering Unmasked Estep 
Score: -17893918.000000 Penalty: 5826.363281
	Iteration 21Q: 3 clusters Score -1.789392e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 125936 members 
Entering Unmasked Estep 
Score: -17893918.000000 Penalty: 5826.363281
	Iteration 22Q: 3 clusters Score -1.789392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 125938 members 
Entering Unmasked Estep 
Score: -17893928.000000 Penalty: 5826.363281
	Iteration 23Q: 3 clusters Score -1.789393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 125939 members 
Entering Unmasked Estep 
Score: -17893912.000000 Penalty: 5826.363281
	Iteration 24Q: 3 clusters Score -1.789391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 125941 members 
Entering Unmasked Estep 
Score: -17893918.000000 Penalty: 5826.363281
	Iteration 25Q: 3 clusters Score -1.789392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 125941 members 
Entering Unmasked Estep 
Score: -17893934.000000 Penalty: 5826.363281
	Iteration 26Q: 3 clusters Score -1.789393e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 125943 members 
Entering Unmasked Estep 
Score: -17893930.000000 Penalty: 5826.363281
	Iteration 27Q: 3 clusters Score -1.789393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 125944 members 
Entering Unmasked Estep 
Score: -17893930.000000 Penalty: 5826.363281
	Iteration 28Q: 3 clusters Score -1.789393e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 125944 members 
Entering Unmasked Estep 
Score: -17893930.000000 Penalty: 5826.363281
	Iteration 29F: 3 clusters Score -1.789393e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -81528.085938 Penalty: 1584.779663
	Iteration 0F: 2 clusters Score -81528.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -79903.906250 Penalty: 3169.559326
	Iteration 0F: 3 clusters Score -79903.91 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -80106.906250 Penalty: 3169.559326
	Iteration 1F: 3 clusters Score -80106.91 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -80169.742188 Penalty: 3169.559326
	Iteration 2F: 3 clusters Score -80169.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -80194.507812 Penalty: 3169.559326
	Iteration 3Q: 3 clusters Score -80194.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -80206.312500 Penalty: 3169.559326
	Iteration 4Q: 3 clusters Score -80206.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -80215.210938 Penalty: 3169.559326
	Iteration 5Q: 3 clusters Score -80215.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -80215.210938 Penalty: 3169.559326
	Iteration 6F: 3 clusters Score -80215.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Entering Unmasked Estep 
Score: -641731.187500 Penalty: 2091.423340
	Iteration 0F: 2 clusters Score -641731.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -637439.875000 Penalty: 4182.846680
	Iteration 0F: 3 clusters Score -637439.9 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -638433.437500 Penalty: 4182.846680
	Iteration 1F: 3 clusters Score -638433.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -638638.312500 Penalty: 4182.846680
	Iteration 2F: 3 clusters Score -638638.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -638742.875000 Penalty: 4182.846680
	Iteration 3Q: 3 clusters Score -638742.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -638804.875000 Penalty: 4182.846680
	Iteration 4Q: 3 clusters Score -638804.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -638848.500000 Penalty: 4182.846680
	Iteration 5Q: 3 clusters Score -638848.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -638876.625000 Penalty: 4182.846680
	Iteration 6Q: 3 clusters Score -638876.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -638905.500000 Penalty: 4182.846680
	Iteration 7Q: 3 clusters Score -638905.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -638937.000000 Penalty: 4182.846680
	Iteration 8Q: 3 clusters Score -638937 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -638954.687500 Penalty: 4182.846680
	Iteration 9Q: 3 clusters Score -638954.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -638974.187500 Penalty: 4182.846680
	Iteration 10Q: 3 clusters Score -638974.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -638992.062500 Penalty: 4182.846680
	Iteration 11Q: 3 clusters Score -638992.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -639009.625000 Penalty: 4182.846680
	Iteration 12Q: 3 clusters Score -639009.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -639028.187500 Penalty: 4182.846680
	Iteration 13Q: 3 clusters Score -639028.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -639049.187500 Penalty: 4182.846680
	Iteration 14Q: 3 clusters Score -639049.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -639069.187500 Penalty: 4182.846680
	Iteration 15Q: 3 clusters Score -639069.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -639089.437500 Penalty: 4182.846680
	Iteration 16Q: 3 clusters Score -639089.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -639105.000000 Penalty: 4182.846680
	Iteration 17Q: 3 clusters Score -639105 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -639120.875000 Penalty: 4182.846680
	Iteration 18Q: 3 clusters Score -639120.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -639132.750000 Penalty: 4182.846680
	Iteration 19Q: 3 clusters Score -639132.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -639145.687500 Penalty: 4182.846680
	Iteration 20F: 3 clusters Score -639145.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -639156.375000 Penalty: 4182.846680
	Iteration 21Q: 3 clusters Score -639156.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -639164.437500 Penalty: 4182.846680
	Iteration 22Q: 3 clusters Score -639164.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -639174.437500 Penalty: 4182.846680
	Iteration 23Q: 3 clusters Score -639174.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -639188.812500 Penalty: 4182.846680
	Iteration 24Q: 3 clusters Score -639188.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -639195.625000 Penalty: 4182.846680
	Iteration 25Q: 3 clusters Score -639195.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -639203.062500 Penalty: 4182.846680
	Iteration 26Q: 3 clusters Score -639203.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -639213.187500 Penalty: 4182.846680
	Iteration 27Q: 3 clusters Score -639213.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -639222.875000 Penalty: 4182.846680
	Iteration 28Q: 3 clusters Score -639222.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -639232.312500 Penalty: 4182.846680
	Iteration 29Q: 3 clusters Score -639232.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -639243.750000 Penalty: 4182.846680
	Iteration 30Q: 3 clusters Score -639243.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -639255.687500 Penalty: 4182.846680
	Iteration 31Q: 3 clusters Score -639255.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -639268.625000 Penalty: 4182.846680
	Iteration 32Q: 3 clusters Score -639268.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -639281.562500 Penalty: 4182.846680
	Iteration 33Q: 3 clusters Score -639281.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -639293.750000 Penalty: 4182.846680
	Iteration 34Q: 3 clusters Score -639293.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -639303.000000 Penalty: 4182.846680
	Iteration 35Q: 3 clusters Score -639303 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -639310.437500 Penalty: 4182.846680
	Iteration 36Q: 3 clusters Score -639310.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -639318.062500 Penalty: 4182.846680
	Iteration 37Q: 3 clusters Score -639318.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -639327.687500 Penalty: 4182.846680
	Iteration 38Q: 3 clusters Score -639327.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -639338.437500 Penalty: 4182.846680
	Iteration 39Q: 3 clusters Score -639338.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -639347.625000 Penalty: 4182.846680
	Iteration 40F: 3 clusters Score -639347.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -639360.375000 Penalty: 4182.846680
	Iteration 41Q: 3 clusters Score -639360.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -639373.812500 Penalty: 4182.846680
	Iteration 42Q: 3 clusters Score -639373.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -639388.625000 Penalty: 4182.846680
	Iteration 43Q: 3 clusters Score -639388.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -639404.625000 Penalty: 4182.846680
	Iteration 44Q: 3 clusters Score -639404.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -639415.625000 Penalty: 4182.846680
	Iteration 45Q: 3 clusters Score -639415.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -639431.062500 Penalty: 4182.846680
	Iteration 46Q: 3 clusters Score -639431.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -639445.375000 Penalty: 4182.846680
	Iteration 47Q: 3 clusters Score -639445.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -639456.312500 Penalty: 4182.846680
	Iteration 48Q: 3 clusters Score -639456.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -639465.250000 Penalty: 4182.846680
	Iteration 49Q: 3 clusters Score -639465.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -639475.812500 Penalty: 4182.846680
	Iteration 50Q: 3 clusters Score -639475.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -639485.937500 Penalty: 4182.846680
	Iteration 51Q: 3 clusters Score -639485.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -639495.312500 Penalty: 4182.846680
	Iteration 52Q: 3 clusters Score -639495.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -639503.875000 Penalty: 4182.846680
	Iteration 53Q: 3 clusters Score -639503.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -639510.437500 Penalty: 4182.846680
	Iteration 54Q: 3 clusters Score -639510.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -639514.687500 Penalty: 4182.846680
	Iteration 55Q: 3 clusters Score -639514.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -639523.125000 Penalty: 4182.846680
	Iteration 56Q: 3 clusters Score -639523.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -639529.187500 Penalty: 4182.846680
	Iteration 57Q: 3 clusters Score -639529.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -639532.437500 Penalty: 4182.846680
	Iteration 58Q: 3 clusters Score -639532.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -639537.750000 Penalty: 4182.846680
	Iteration 59Q: 3 clusters Score -639537.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -639540.375000 Penalty: 4182.846680
	Iteration 60F: 3 clusters Score -639540.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -639544.937500 Penalty: 4182.846680
	Iteration 61Q: 3 clusters Score -639544.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -639548.437500 Penalty: 4182.846680
	Iteration 62Q: 3 clusters Score -639548.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -639555.625000 Penalty: 4182.846680
	Iteration 63Q: 3 clusters Score -639555.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -639564.312500 Penalty: 4182.846680
	Iteration 64Q: 3 clusters Score -639564.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -639574.437500 Penalty: 4182.846680
	Iteration 65Q: 3 clusters Score -639574.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -639581.125000 Penalty: 4182.846680
	Iteration 66Q: 3 clusters Score -639581.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -639588.875000 Penalty: 4182.846680
	Iteration 67Q: 3 clusters Score -639588.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -639596.312500 Penalty: 4182.846680
	Iteration 68Q: 3 clusters Score -639596.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -639602.937500 Penalty: 4182.846680
	Iteration 69Q: 3 clusters Score -639602.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -639605.125000 Penalty: 4182.846680
	Iteration 70Q: 3 clusters Score -639605.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -639610.500000 Penalty: 4182.846680
	Iteration 71Q: 3 clusters Score -639610.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -639611.687500 Penalty: 4182.846680
	Iteration 72Q: 3 clusters Score -639611.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -639613.562500 Penalty: 4182.846680
	Iteration 73Q: 3 clusters Score -639613.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -639615.187500 Penalty: 4182.846680
	Iteration 74Q: 3 clusters Score -639615.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -639618.625000 Penalty: 4182.846680
	Iteration 75Q: 3 clusters Score -639618.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -639623.812500 Penalty: 4182.846680
	Iteration 76Q: 3 clusters Score -639623.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -639628.187500 Penalty: 4182.846680
	Iteration 77Q: 3 clusters Score -639628.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -639631.812500 Penalty: 4182.846680
	Iteration 78Q: 3 clusters Score -639631.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -639634.312500 Penalty: 4182.846680
	Iteration 79Q: 3 clusters Score -639634.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -639639.687500 Penalty: 4182.846680
	Iteration 80F: 3 clusters Score -639639.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -639643.437500 Penalty: 4182.846680
	Iteration 81Q: 3 clusters Score -639643.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -639646.250000 Penalty: 4182.846680
	Iteration 82Q: 3 clusters Score -639646.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -639648.000000 Penalty: 4182.846680
	Iteration 83Q: 3 clusters Score -639648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -639648.687500 Penalty: 4182.846680
	Iteration 84Q: 3 clusters Score -639648.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -639650.375000 Penalty: 4182.846680
	Iteration 85Q: 3 clusters Score -639650.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -639651.687500 Penalty: 4182.846680
	Iteration 86Q: 3 clusters Score -639651.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -639652.562500 Penalty: 4182.846680
	Iteration 87Q: 3 clusters Score -639652.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -639654.812500 Penalty: 4182.846680
	Iteration 88Q: 3 clusters Score -639654.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -639653.500000 Penalty: 4182.846680
	Iteration 89Q: 3 clusters Score -639653.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -639655.062500 Penalty: 4182.846680
	Iteration 90Q: 3 clusters Score -639655.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -639656.250000 Penalty: 4182.846680
	Iteration 91Q: 3 clusters Score -639656.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -639656.000000 Penalty: 4182.846680
	Iteration 92Q: 3 clusters Score -639656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -639658.687500 Penalty: 4182.846680
	Iteration 93Q: 3 clusters Score -639658.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -639660.500000 Penalty: 4182.846680
	Iteration 94Q: 3 clusters Score -639660.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -639661.687500 Penalty: 4182.846680
	Iteration 95Q: 3 clusters Score -639661.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -639662.937500 Penalty: 4182.846680
	Iteration 96Q: 3 clusters Score -639662.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -639663.875000 Penalty: 4182.846680
	Iteration 97Q: 3 clusters Score -639663.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -639666.250000 Penalty: 4182.846680
	Iteration 98Q: 3 clusters Score -639666.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -639668.500000 Penalty: 4182.846680
	Iteration 99Q: 3 clusters Score -639668.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -639668.812500 Penalty: 4182.846680
	Iteration 100F: 3 clusters Score -639668.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -639669.562500 Penalty: 4182.846680
	Iteration 101Q: 3 clusters Score -639669.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -639669.562500 Penalty: 4182.846680
	Iteration 102F: 3 clusters Score -639669.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Entering Unmasked Estep 
Score: -283622.687500 Penalty: 1892.835449
	Iteration 0F: 2 clusters Score -283622.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -280951.437500 Penalty: 3785.670898
	Iteration 0F: 3 clusters Score -280951.4 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -281448.281250 Penalty: 3785.670898
	Iteration 1F: 3 clusters Score -281448.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -281569.125000 Penalty: 3785.670898
	Iteration 2F: 3 clusters Score -281569.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -281637.468750 Penalty: 3785.670898
	Iteration 3Q: 3 clusters Score -281637.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -281686.312500 Penalty: 3785.670898
	Iteration 4Q: 3 clusters Score -281686.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -281722.718750 Penalty: 3785.670898
	Iteration 5Q: 3 clusters Score -281722.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -281754.625000 Penalty: 3785.670898
	Iteration 6Q: 3 clusters Score -281754.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -281772.781250 Penalty: 3785.670898
	Iteration 7Q: 3 clusters Score -281772.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -281791.218750 Penalty: 3785.670898
	Iteration 8Q: 3 clusters Score -281791.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -281808.718750 Penalty: 3785.670898
	Iteration 9Q: 3 clusters Score -281808.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -281828.437500 Penalty: 3785.670898
	Iteration 10Q: 3 clusters Score -281828.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -281847.406250 Penalty: 3785.670898
	Iteration 11Q: 3 clusters Score -281847.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -281865.843750 Penalty: 3785.670898
	Iteration 12Q: 3 clusters Score -281865.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -281881.000000 Penalty: 3785.670898
	Iteration 13Q: 3 clusters Score -281881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -281889.562500 Penalty: 3785.670898
	Iteration 14Q: 3 clusters Score -281889.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -281895.656250 Penalty: 3785.670898
	Iteration 15Q: 3 clusters Score -281895.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -281905.875000 Penalty: 3785.670898
	Iteration 16Q: 3 clusters Score -281905.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -281915.281250 Penalty: 3785.670898
	Iteration 17Q: 3 clusters Score -281915.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -281928.875000 Penalty: 3785.670898
	Iteration 18Q: 3 clusters Score -281928.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -281938.531250 Penalty: 3785.670898
	Iteration 19Q: 3 clusters Score -281938.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -281945.875000 Penalty: 3785.670898
	Iteration 20F: 3 clusters Score -281945.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -281949.687500 Penalty: 3785.670898
	Iteration 21Q: 3 clusters Score -281949.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -281951.718750 Penalty: 3785.670898
	Iteration 22Q: 3 clusters Score -281951.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -281953.812500 Penalty: 3785.670898
	Iteration 23Q: 3 clusters Score -281953.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -281954.531250 Penalty: 3785.670898
	Iteration 24Q: 3 clusters Score -281954.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -281955.156250 Penalty: 3785.670898
	Iteration 25Q: 3 clusters Score -281955.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -281956.593750 Penalty: 3785.670898
	Iteration 26Q: 3 clusters Score -281956.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -281958.156250 Penalty: 3785.670898
	Iteration 27Q: 3 clusters Score -281958.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -281960.343750 Penalty: 3785.670898
	Iteration 28Q: 3 clusters Score -281960.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -281963.531250 Penalty: 3785.670898
	Iteration 29Q: 3 clusters Score -281963.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -281964.625000 Penalty: 3785.670898
	Iteration 30Q: 3 clusters Score -281964.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -281965.468750 Penalty: 3785.670898
	Iteration 31Q: 3 clusters Score -281965.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -281965.468750 Penalty: 3785.670898
	Iteration 32F: 3 clusters Score -281965.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (164395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164395 members 
Entering Unmasked Estep 
Score: -22912394.000000 Penalty: 2978.486572
	Iteration 0F: 2 clusters Score -2.291239e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82247 members 
Mstep: Class 2 contains 82148 members 
Entering Unmasked Estep 
Score: -22806310.000000 Penalty: 5956.973145
	Iteration 0F: 3 clusters Score -2.280631e+07 nChanged 78708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81549 members 
Mstep: Class 2 contains 82846 members 
Entering Unmasked Estep 
Score: -22851778.000000 Penalty: 5956.973145
	Iteration 1F: 3 clusters Score -2.285178e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81117 members 
Mstep: Class 2 contains 83278 members 
Entering Unmasked Estep 
Score: -22852592.000000 Penalty: 5956.973145
	Iteration 2Q: 3 clusters Score -2.285259e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80434 members 
Mstep: Class 2 contains 83961 members 
Entering Unmasked Estep 
Score: -22853798.000000 Penalty: 5956.973145
	Iteration 3Q: 3 clusters Score -2.28538e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79301 members 
Mstep: Class 2 contains 85094 members 
Entering Unmasked Estep 
Score: -22855240.000000 Penalty: 5956.973145
	Iteration 4Q: 3 clusters Score -2.285524e+07 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77597 members 
Mstep: Class 2 contains 86798 members 
Entering Unmasked Estep 
Score: -22857536.000000 Penalty: 5956.973145
	Iteration 5Q: 3 clusters Score -2.285754e+07 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74954 members 
Mstep: Class 2 contains 89441 members 
Entering Unmasked Estep 
Score: -22861234.000000 Penalty: 5956.973145
	Iteration 6Q: 3 clusters Score -2.286123e+07 nChanged 9216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70988 members 
Mstep: Class 2 contains 93407 members 
Entering Unmasked Estep 
Score: -22866742.000000 Penalty: 5956.973145
	Iteration 7F: 3 clusters Score -2.286674e+07 nChanged 10781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65913 members 
Mstep: Class 2 contains 98482 members 
Entering Unmasked Estep 
Score: -22874420.000000 Penalty: 5956.973145
	Iteration 8F: 3 clusters Score -2.287442e+07 nChanged 11446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60087 members 
Mstep: Class 2 contains 104308 members 
Entering Unmasked Estep 
Score: -22883474.000000 Penalty: 5956.973145
	Iteration 9F: 3 clusters Score -2.288347e+07 nChanged 10439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54658 members 
Mstep: Class 2 contains 109737 members 
Entering Unmasked Estep 
Score: -22891464.000000 Penalty: 5956.973145
	Iteration 10F: 3 clusters Score -2.289146e+07 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50189 members 
Mstep: Class 2 contains 114206 members 
Entering Unmasked Estep 
Score: -22896512.000000 Penalty: 5956.973145
	Iteration 11Q: 3 clusters Score -2.289651e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 118222 members 
Entering Unmasked Estep 
Score: -22899260.000000 Penalty: 5956.973145
	Iteration 12Q: 3 clusters Score -2.289926e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42286 members 
Mstep: Class 2 contains 122109 members 
Entering Unmasked Estep 
Score: -22901280.000000 Penalty: 5956.973145
	Iteration 13Q: 3 clusters Score -2.290128e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38421 members 
Mstep: Class 2 contains 125974 members 
Entering Unmasked Estep 
Score: -22903110.000000 Penalty: 5956.973145
	Iteration 14Q: 3 clusters Score -2.290311e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34737 members 
Mstep: Class 2 contains 129658 members 
Entering Unmasked Estep 
Score: -22904652.000000 Penalty: 5956.973145
	Iteration 15Q: 3 clusters Score -2.290465e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 133076 members 
Entering Unmasked Estep 
Score: -22906046.000000 Penalty: 5956.973145
	Iteration 16Q: 3 clusters Score -2.290605e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 136274 members 
Entering Unmasked Estep 
Score: -22907162.000000 Penalty: 5956.973145
	Iteration 17Q: 3 clusters Score -2.290716e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 139134 members 
Entering Unmasked Estep 
Score: -22908392.000000 Penalty: 5956.973145
	Iteration 18Q: 3 clusters Score -2.290839e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 141846 members 
Entering Unmasked Estep 
Score: -22909338.000000 Penalty: 5956.973145
	Iteration 19Q: 3 clusters Score -2.290934e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 144359 members 
Entering Unmasked Estep 
Score: -22910078.000000 Penalty: 5956.973145
	Iteration 20F: 3 clusters Score -2.291008e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 146530 members 
Entering Unmasked Estep 
Score: -22910696.000000 Penalty: 5956.973145
	Iteration 21Q: 3 clusters Score -2.29107e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 148530 members 
Entering Unmasked Estep 
Score: -22911322.000000 Penalty: 5956.973145
	Iteration 22Q: 3 clusters Score -2.291132e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 150333 members 
Entering Unmasked Estep 
Score: -22911746.000000 Penalty: 5956.973145
	Iteration 23Q: 3 clusters Score -2.291175e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 151953 members 
Entering Unmasked Estep 
Score: -22912226.000000 Penalty: 5956.973145
	Iteration 24Q: 3 clusters Score -2.291223e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 153361 members 
Entering Unmasked Estep 
Score: -22912500.000000 Penalty: 5956.973145
	Iteration 25Q: 3 clusters Score -2.29125e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 154650 members 
Entering Unmasked Estep 
Score: -22912634.000000 Penalty: 5956.973145
	Iteration 26Q: 3 clusters Score -2.291263e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 155859 members 
Entering Unmasked Estep 
Score: -22912610.000000 Penalty: 5956.973145
	Iteration 27Q: 3 clusters Score -2.291261e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 156980 members 
Entering Unmasked Estep 
Score: -22912474.000000 Penalty: 5956.973145
	Iteration 28Q: 3 clusters Score -2.291247e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 158010 members 
Entering Unmasked Estep 
Score: -22912376.000000 Penalty: 5956.973145
	Iteration 29Q: 3 clusters Score -2.291238e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 158908 members 
Entering Unmasked Estep 
Score: -22912292.000000 Penalty: 5956.973145
	Iteration 30Q: 3 clusters Score -2.291229e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 159724 members 
Entering Unmasked Estep 
Score: -22912168.000000 Penalty: 5956.973145
	Iteration 31Q: 3 clusters Score -2.291217e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 160423 members 
Entering Unmasked Estep 
Score: -22912026.000000 Penalty: 5956.973145
	Iteration 32Q: 3 clusters Score -2.291203e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 160999 members 
Entering Unmasked Estep 
Score: -22911806.000000 Penalty: 5956.973145
	Iteration 33Q: 3 clusters Score -2.291181e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 161471 members 
Entering Unmasked Estep 
Score: -22911674.000000 Penalty: 5956.973145
	Iteration 34Q: 3 clusters Score -2.291167e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 161831 members 
Entering Unmasked Estep 
Score: -22911582.000000 Penalty: 5956.973145
	Iteration 35Q: 3 clusters Score -2.291158e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 162131 members 
Entering Unmasked Estep 
Score: -22911400.000000 Penalty: 5956.973145
	Iteration 36Q: 3 clusters Score -2.29114e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 162377 members 
Entering Unmasked Estep 
Score: -22911246.000000 Penalty: 5956.973145
	Iteration 37Q: 3 clusters Score -2.291125e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 162581 members 
Entering Unmasked Estep 
Score: -22911118.000000 Penalty: 5956.973145
	Iteration 38Q: 3 clusters Score -2.291112e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 162741 members 
Entering Unmasked Estep 
Score: -22911058.000000 Penalty: 5956.973145
	Iteration 39Q: 3 clusters Score -2.291106e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 162878 members 
Entering Unmasked Estep 
Score: -22910964.000000 Penalty: 5956.973145
	Iteration 40F: 3 clusters Score -2.291096e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 162988 members 
Entering Unmasked Estep 
Score: -22910872.000000 Penalty: 5956.973145
	Iteration 41Q: 3 clusters Score -2.291087e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 163083 members 
Entering Unmasked Estep 
Score: -22910844.000000 Penalty: 5956.973145
	Iteration 42Q: 3 clusters Score -2.291084e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 163175 members 
Entering Unmasked Estep 
Score: -22910784.000000 Penalty: 5956.973145
	Iteration 43Q: 3 clusters Score -2.291078e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 163256 members 
Entering Unmasked Estep 
Score: -22910760.000000 Penalty: 5956.973145
	Iteration 44Q: 3 clusters Score -2.291076e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 163336 members 
Entering Unmasked Estep 
Score: -22910746.000000 Penalty: 5956.973145
	Iteration 45Q: 3 clusters Score -2.291075e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 163393 members 
Entering Unmasked Estep 
Score: -22910702.000000 Penalty: 5956.973145
	Iteration 46Q: 3 clusters Score -2.29107e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 163435 members 
Entering Unmasked Estep 
Score: -22910670.000000 Penalty: 5956.973145
	Iteration 47Q: 3 clusters Score -2.291067e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 163470 members 
Entering Unmasked Estep 
Score: -22910642.000000 Penalty: 5956.973145
	Iteration 48Q: 3 clusters Score -2.291064e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 163490 members 
Entering Unmasked Estep 
Score: -22910636.000000 Penalty: 5956.973145
	Iteration 49Q: 3 clusters Score -2.291064e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 163501 members 
Entering Unmasked Estep 
Score: -22910630.000000 Penalty: 5956.973145
	Iteration 50Q: 3 clusters Score -2.291063e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 163510 members 
Entering Unmasked Estep 
Score: -22910626.000000 Penalty: 5956.973145
	Iteration 51Q: 3 clusters Score -2.291063e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 163526 members 
Entering Unmasked Estep 
Score: -22910628.000000 Penalty: 5956.973145
	Iteration 52Q: 3 clusters Score -2.291063e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 163538 members 
Entering Unmasked Estep 
Score: -22910622.000000 Penalty: 5956.973145
	Iteration 53Q: 3 clusters Score -2.291062e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 163546 members 
Entering Unmasked Estep 
Score: -22910610.000000 Penalty: 5956.973145
	Iteration 54Q: 3 clusters Score -2.291061e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 163556 members 
Entering Unmasked Estep 
Score: -22910598.000000 Penalty: 5956.973145
	Iteration 55Q: 3 clusters Score -2.29106e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 163565 members 
Entering Unmasked Estep 
Score: -22910626.000000 Penalty: 5956.973145
	Iteration 56Q: 3 clusters Score -2.291063e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 163569 members 
Entering Unmasked Estep 
Score: -22910614.000000 Penalty: 5956.973145
	Iteration 57Q: 3 clusters Score -2.291061e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 163575 members 
Entering Unmasked Estep 
Score: -22910622.000000 Penalty: 5956.973145
	Iteration 58Q: 3 clusters Score -2.291062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 163578 members 
Entering Unmasked Estep 
Score: -22910634.000000 Penalty: 5956.973145
	Iteration 59Q: 3 clusters Score -2.291063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 163581 members 
Entering Unmasked Estep 
Score: -22910614.000000 Penalty: 5956.973145
	Iteration 60F: 3 clusters Score -2.291061e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 163585 members 
Entering Unmasked Estep 
Score: -22910602.000000 Penalty: 5956.973145
	Iteration 61Q: 3 clusters Score -2.29106e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 163590 members 
Entering Unmasked Estep 
Score: -22910590.000000 Penalty: 5956.973145
	Iteration 62Q: 3 clusters Score -2.291059e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 163596 members 
Entering Unmasked Estep 
Score: -22910574.000000 Penalty: 5956.973145
	Iteration 63Q: 3 clusters Score -2.291057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 163600 members 
Entering Unmasked Estep 
Score: -22910584.000000 Penalty: 5956.973145
	Iteration 64Q: 3 clusters Score -2.291058e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 163604 members 
Entering Unmasked Estep 
Score: -22910580.000000 Penalty: 5956.973145
	Iteration 65Q: 3 clusters Score -2.291058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 163606 members 
Entering Unmasked Estep 
Score: -22910588.000000 Penalty: 5956.973145
	Iteration 66Q: 3 clusters Score -2.291059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 163608 members 
Entering Unmasked Estep 
Score: -22910574.000000 Penalty: 5956.973145
	Iteration 67Q: 3 clusters Score -2.291057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 163612 members 
Entering Unmasked Estep 
Score: -22910572.000000 Penalty: 5956.973145
	Iteration 68Q: 3 clusters Score -2.291057e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 163612 members 
Entering Unmasked Estep 
Score: -22910572.000000 Penalty: 5956.973145
	Iteration 69F: 3 clusters Score -2.291057e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (65380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65380 members 
Entering Unmasked Estep 
Score: -9207846.000000 Penalty: 2749.816895
	Iteration 0F: 2 clusters Score -9207846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -9163730.000000 Penalty: 5499.633789
	Iteration 0F: 3 clusters Score -9163730 nChanged 30512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -9180707.000000 Penalty: 5499.633789
	Iteration 1F: 3 clusters Score -9180707 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -9181167.000000 Penalty: 5499.633789
	Iteration 2Q: 3 clusters Score -9181167 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -9181580.000000 Penalty: 5499.633789
	Iteration 3Q: 3 clusters Score -9181580 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -9182006.000000 Penalty: 5499.633789
	Iteration 4Q: 3 clusters Score -9182006 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -9182521.000000 Penalty: 5499.633789
	Iteration 5Q: 3 clusters Score -9182521 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 32422 members 
Entering Unmasked Estep 
Score: -9182949.000000 Penalty: 5499.633789
	Iteration 6Q: 3 clusters Score -9182949 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33062 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -9183316.000000 Penalty: 5499.633789
	Iteration 7Q: 3 clusters Score -9183316 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
Score: -9183756.000000 Penalty: 5499.633789
	Iteration 8Q: 3 clusters Score -9183756 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -9184221.000000 Penalty: 5499.633789
	Iteration 9Q: 3 clusters Score -9184221 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -9184839.000000 Penalty: 5499.633789
	Iteration 10Q: 3 clusters Score -9184839 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -9185679.000000 Penalty: 5499.633789
	Iteration 11Q: 3 clusters Score -9185679 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -9186726.000000 Penalty: 5499.633789
	Iteration 12Q: 3 clusters Score -9186726 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36203 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -9188166.000000 Penalty: 5499.633789
	Iteration 13Q: 3 clusters Score -9188166 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -9189777 nChanged 3117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9191674 nChanged 3151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39984 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9193584 nChanged 2846
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Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9195069 nChanged 2259
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Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9196095 nChanged 1726
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9196738 nChanged 1385
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43672 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9197258 nChanged 1252
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9197843 nChanged 1267
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45401 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9198513 nChanged 1284
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46243 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9199289 nChanged 1322
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47055 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9200064 nChanged 1369
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47792 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9200857 nChanged 1282
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48462 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9201593 nChanged 1168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49016 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9202229 nChanged 1071
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49517 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9202708 nChanged 903
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49934 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9203087 nChanged 750
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50304 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -9203356.000000 Penalty: 5499.633789
	Iteration 30Q: 3 clusters Score -9203356 nChanged 628
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50576 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9203450 nChanged 510
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Mstep: Class 1 contains 50860 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9203560 nChanged 394
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Mstep: Class 1 contains 51108 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9203651 nChanged 343
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Mstep: Class 1 contains 51317 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9203654 nChanged 257
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Mstep: Class 1 contains 51504 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9203697 nChanged 257
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Mstep: Class 1 contains 51709 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9203721 nChanged 214
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Mstep: Class 1 contains 51887 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9203762 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52043 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9203793 nChanged 168
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Mstep: Class 1 contains 52191 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -9203820.000000 Penalty: 5499.633789
	Iteration 39Q: 3 clusters Score -9203820 nChanged 149
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Mstep: Class 1 contains 52322 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -9203840.000000 Penalty: 5499.633789
	Iteration 40F: 3 clusters Score -9203840 nChanged 150
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Mstep: Class 1 contains 52444 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9203854 nChanged 129
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Mstep: Class 1 contains 52559 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9203890 nChanged 129
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Mstep: Class 1 contains 52686 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9203890 nChanged 113
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Mstep: Class 1 contains 52791 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9203908 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52889 members 
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Entering Unmasked Estep 
Score: -9203916.000000 Penalty: 5499.633789
	Iteration 45Q: 3 clusters Score -9203916 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52981 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9203921 nChanged 85
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Mstep: Class 1 contains 53066 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9203929 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53169 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9203949 nChanged 99
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Mstep: Class 1 contains 53268 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9203960 nChanged 93
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Mstep: Class 1 contains 53359 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9203983 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53440 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9203987 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53526 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -9203979.000000 Penalty: 5499.633789
	Iteration 52Q: 3 clusters Score -9203979 nChanged 86
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Mstep: Class 1 contains 53612 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9203991 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53682 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -9204003.000000 Penalty: 5499.633789
	Iteration 54Q: 3 clusters Score -9204003 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53755 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -9204017.000000 Penalty: 5499.633789
	Iteration 55Q: 3 clusters Score -9204017 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53820 members 
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Entering Unmasked Estep 
Score: -9204011.000000 Penalty: 5499.633789
	Iteration 56Q: 3 clusters Score -9204011 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53888 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9204040 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53953 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -9204034.000000 Penalty: 5499.633789
	Iteration 58Q: 3 clusters Score -9204034 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54014 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -9204041.000000 Penalty: 5499.633789
	Iteration 59Q: 3 clusters Score -9204041 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54072 members 
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Entering Unmasked Estep 
Score: -9204021.000000 Penalty: 5499.633789
	Iteration 60F: 3 clusters Score -9204021 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54128 members 
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Entering Unmasked Estep 
Score: -9204035.000000 Penalty: 5499.633789
	Iteration 61Q: 3 clusters Score -9204035 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54187 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9204041 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54247 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -9204062.000000 Penalty: 5499.633789
	Iteration 63Q: 3 clusters Score -9204062 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54302 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9204044 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54365 members 
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Entering Unmasked Estep 
Score: -9204047.000000 Penalty: 5499.633789
	Iteration 65Q: 3 clusters Score -9204047 nChanged 56
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Mstep: Class 1 contains 54421 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9204056 nChanged 63
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9204052 nChanged 55
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9204056 nChanged 61
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9204056 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54654 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -9204055.000000 Penalty: 5499.633789
	Iteration 70Q: 3 clusters Score -9204055 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54723 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9204069 nChanged 66
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Entering Unmasked Estep 
Score: -9204071.000000 Penalty: 5499.633789
	Iteration 72Q: 3 clusters Score -9204071 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54866 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9204077 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54934 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9204083 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55004 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9204087 nChanged 84
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Mstep: Class 1 contains 55088 members 
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Entering Unmasked Estep 
Score: -9204108.000000 Penalty: 5499.633789
	Iteration 76Q: 3 clusters Score -9204108 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55178 members 
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Entering Unmasked Estep 
Score: -9204114.000000 Penalty: 5499.633789
	Iteration 77Q: 3 clusters Score -9204114 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55266 members 
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Entering Unmasked Estep 
Score: -9204122.000000 Penalty: 5499.633789
	Iteration 78Q: 3 clusters Score -9204122 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55371 members 
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Entering Unmasked Estep 
Score: -9204133.000000 Penalty: 5499.633789
	Iteration 79Q: 3 clusters Score -9204133 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55482 members 
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Entering Unmasked Estep 
Score: -9204143.000000 Penalty: 5499.633789
	Iteration 80F: 3 clusters Score -9204143 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55588 members 
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Entering Unmasked Estep 
Score: -9204167.000000 Penalty: 5499.633789
	Iteration 81Q: 3 clusters Score -9204167 nChanged 93
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Mstep: Class 1 contains 55681 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -9204179.000000 Penalty: 5499.633789
	Iteration 82Q: 3 clusters Score -9204179 nChanged 89
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Mstep: Class 1 contains 55770 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9204189 nChanged 80
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Mstep: Class 1 contains 55850 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9204191 nChanged 83
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Mstep: Class 1 contains 55931 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9204191 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56019 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -9204193.000000 Penalty: 5499.633789
	Iteration 86Q: 3 clusters Score -9204193 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56096 members 
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Entering Unmasked Estep 
Score: -9204211.000000 Penalty: 5499.633789
	Iteration 87Q: 3 clusters Score -9204211 nChanged 80
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Mstep: Class 1 contains 56174 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -9204215.000000 Penalty: 5499.633789
	Iteration 88Q: 3 clusters Score -9204215 nChanged 70
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Mstep: Class 1 contains 56244 members 
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Entering Unmasked Estep 
Score: -9204246.000000 Penalty: 5499.633789
	Iteration 89Q: 3 clusters Score -9204246 nChanged 64
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Mstep: Class 1 contains 56308 members 
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Entering Unmasked Estep 
Score: -9204259.000000 Penalty: 5499.633789
	Iteration 90Q: 3 clusters Score -9204259 nChanged 66
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Mstep: Class 1 contains 56374 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9204274 nChanged 82
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Mstep: Class 1 contains 56456 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9204245 nChanged 87
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Entering Unmasked Estep 
Score: -9204253.000000 Penalty: 5499.633789
	Iteration 93Q: 3 clusters Score -9204253 nChanged 90
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Mstep: Class 1 contains 56631 members 
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	Iteration 94Q: 3 clusters Score -9204264 nChanged 94
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Mstep: Class 1 contains 56725 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -9204271.000000 Penalty: 5499.633789
	Iteration 95Q: 3 clusters Score -9204271 nChanged 69
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Mstep: Class 1 contains 56794 members 
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Entering Unmasked Estep 
Score: -9204269.000000 Penalty: 5499.633789
	Iteration 96Q: 3 clusters Score -9204269 nChanged 62
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Mstep: Class 1 contains 56856 members 
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Entering Unmasked Estep 
Score: -9204284.000000 Penalty: 5499.633789
	Iteration 97Q: 3 clusters Score -9204284 nChanged 66
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Mstep: Class 1 contains 56922 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -9204279.000000 Penalty: 5499.633789
	Iteration 98Q: 3 clusters Score -9204279 nChanged 59
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Mstep: Class 1 contains 56981 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -9204282.000000 Penalty: 5499.633789
	Iteration 99Q: 3 clusters Score -9204282 nChanged 68
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Mstep: Class 1 contains 57049 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9204285 nChanged 70
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Mstep: Class 1 contains 57117 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9204282 nChanged 81
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Mstep: Class 1 contains 57196 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -9204294.000000 Penalty: 5499.633789
	Iteration 102Q: 3 clusters Score -9204294 nChanged 76
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Entering Unmasked Estep 
Score: -9204316.000000 Penalty: 5499.633789
	Iteration 103Q: 3 clusters Score -9204316 nChanged 72
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Mstep: Class 1 contains 57342 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9204318 nChanged 61
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Mstep: Class 1 contains 57403 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9204318 nChanged 74
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Mstep: Class 1 contains 57477 members 
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Entering Unmasked Estep 
Score: -9204322.000000 Penalty: 5499.633789
	Iteration 106Q: 3 clusters Score -9204322 nChanged 76
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9204329 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57645 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9204330 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57740 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9204357 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57835 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9204370 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57934 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9204378 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58037 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9204398 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58135 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9204417 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58234 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9204435 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58329 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -9204459.000000 Penalty: 5499.633789
	Iteration 115Q: 3 clusters Score -9204459 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58421 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9204489 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58498 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9204510 nChanged 72
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Mstep: Class 1 contains 58570 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9204504 nChanged 75
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Mstep: Class 1 contains 58643 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9204520 nChanged 78
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Mstep: Class 1 contains 58717 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9204535 nChanged 76
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Mstep: Class 1 contains 58793 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9204543 nChanged 80
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Mstep: Class 1 contains 58873 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9204557 nChanged 80
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Mstep: Class 1 contains 58953 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9204561 nChanged 74
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Mstep: Class 1 contains 59025 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9204562 nChanged 81
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Mstep: Class 1 contains 59106 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9204570 nChanged 75
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Mstep: Class 1 contains 59181 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9204589 nChanged 80
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Mstep: Class 1 contains 59261 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9204599 nChanged 84
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Mstep: Class 1 contains 59343 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -9204612 nChanged 84
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Mstep: Class 1 contains 59427 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -9204661 nChanged 91
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Mstep: Class 1 contains 59516 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -9204652 nChanged 80
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Mstep: Class 1 contains 59594 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -9204649 nChanged 97
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Mstep: Class 1 contains 59691 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9204662 nChanged 109
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Mstep: Class 1 contains 59798 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -9204679 nChanged 109
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Mstep: Class 1 contains 59905 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -9204712 nChanged 93
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Mstep: Class 1 contains 59998 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -9204725 nChanged 82
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Mstep: Class 1 contains 60080 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -9204713 nChanged 95
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Mstep: Class 1 contains 60173 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -9204736 nChanged 68
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Mstep: Class 1 contains 60241 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -9204736 nChanged 67
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Mstep: Class 1 contains 60306 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -9204747 nChanged 66
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Mstep: Class 1 contains 60372 members 
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Entering Unmasked Estep 
Score: -9204754.000000 Penalty: 5499.633789
	Iteration 140F: 3 clusters Score -9204754 nChanged 64
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Mstep: Class 1 contains 60432 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -9204761 nChanged 70
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Mstep: Class 1 contains 60498 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -9204760 nChanged 77
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Mstep: Class 1 contains 60571 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -9204764 nChanged 95
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Mstep: Class 1 contains 60666 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -9204786 nChanged 85
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Mstep: Class 1 contains 60749 members 
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Entering Unmasked Estep 
Score: -9204803.000000 Penalty: 5499.633789
	Iteration 145Q: 3 clusters Score -9204803 nChanged 85
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Mstep: Class 1 contains 60834 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -9204802 nChanged 95
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Mstep: Class 1 contains 60929 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -9204821 nChanged 116
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Mstep: Class 1 contains 61039 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -9204819 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61132 members 
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -9204843 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61222 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -9204850 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61329 members 
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -9204854 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61417 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -9204874 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61492 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -9204892 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61553 members 
Mstep: Class 2 contains 3827 members 
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	Iteration 154Q: 3 clusters Score -9204904 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61608 members 
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	Iteration 155Q: 3 clusters Score -9204910 nChanged 58
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Mstep: Class 1 contains 61664 members 
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -9204919 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61718 members 
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -9204938 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61793 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -9204959 nChanged 76
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Mstep: Class 1 contains 61867 members 
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -9204963 nChanged 78
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Mstep: Class 1 contains 61939 members 
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	Iteration 160F: 3 clusters Score -9204967 nChanged 82
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Mstep: Class 1 contains 62017 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -9204982 nChanged 66
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Mstep: Class 1 contains 62077 members 
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -9204997 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62132 members 
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -9205029 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62174 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -9205024 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62224 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -9205033 nChanged 47
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Mstep: Class 1 contains 62267 members 
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	Iteration 166Q: 3 clusters Score -9205061 nChanged 38
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Mstep: Class 1 contains 62303 members 
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	Iteration 167Q: 3 clusters Score -9205065 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62344 members 
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	Iteration 168Q: 3 clusters Score -9205053 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62385 members 
Mstep: Class 2 contains 2995 members 
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	Iteration 169Q: 3 clusters Score -9205066 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62426 members 
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	Iteration 170Q: 3 clusters Score -9205088 nChanged 45
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Mstep: Class 1 contains 62463 members 
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	Iteration 171Q: 3 clusters Score -9205096 nChanged 46
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -9205100 nChanged 47
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	Iteration 173Q: 3 clusters Score -9205109 nChanged 39
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -9205102 nChanged 45
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Mstep: Class 1 contains 62622 members 
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	Iteration 175Q: 3 clusters Score -9205109 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62670 members 
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	Iteration 176Q: 3 clusters Score -9205127 nChanged 44
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -9205154 nChanged 40
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	Iteration 178Q: 3 clusters Score -9205160 nChanged 37
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Mstep: Class 1 contains 62785 members 
Mstep: Class 2 contains 2595 members 
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	Iteration 179Q: 3 clusters Score -9205153 nChanged 41
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Mstep: Class 1 contains 62824 members 
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	Iteration 180F: 3 clusters Score -9205160 nChanged 40
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -9205165 nChanged 35
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	Iteration 182Q: 3 clusters Score -9205168 nChanged 44
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	Iteration 183Q: 3 clusters Score -9205189 nChanged 43
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	Iteration 184Q: 3 clusters Score -9205219 nChanged 42
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	Iteration 185Q: 3 clusters Score -9205229 nChanged 47
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	Iteration 186Q: 3 clusters Score -9205221 nChanged 42
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	Iteration 187Q: 3 clusters Score -9205227 nChanged 54
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	Iteration 188Q: 3 clusters Score -9205242 nChanged 53
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	Iteration 189Q: 3 clusters Score -9205260 nChanged 43
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Mstep: Class 1 contains 63245 members 
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	Iteration 190Q: 3 clusters Score -9205267 nChanged 40
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -9205304 nChanged 43
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Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -9205317 nChanged 48
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Entering Unmasked Estep 
Score: -9205332.000000 Penalty: 5499.633789
	Iteration 193Q: 3 clusters Score -9205332 nChanged 45
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	Iteration 194Q: 3 clusters Score -9205362 nChanged 45
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	Iteration 195Q: 3 clusters Score -9205375 nChanged 43
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	Iteration 196Q: 3 clusters Score -9205399 nChanged 44
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -9205401 nChanged 35
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -9205396 nChanged 38
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -9205418 nChanged 36
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	Iteration 200F: 3 clusters Score -9205432 nChanged 32
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63658 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -9205435.000000 Penalty: 5499.633789
	Iteration 201Q: 3 clusters Score -9205435 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63674 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -9205424.000000 Penalty: 5499.633789
	Iteration 202Q: 3 clusters Score -9205424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63687 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -9205436.000000 Penalty: 5499.633789
	Iteration 203Q: 3 clusters Score -9205436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63697 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -9205454.000000 Penalty: 5499.633789
	Iteration 204Q: 3 clusters Score -9205454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63709 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -9205459.000000 Penalty: 5499.633789
	Iteration 205Q: 3 clusters Score -9205459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63724 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -9205472.000000 Penalty: 5499.633789
	Iteration 206Q: 3 clusters Score -9205472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63740 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -9205468.000000 Penalty: 5499.633789
	Iteration 207Q: 3 clusters Score -9205468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63752 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -9205477.000000 Penalty: 5499.633789
	Iteration 208Q: 3 clusters Score -9205477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63760 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -9205471.000000 Penalty: 5499.633789
	Iteration 209Q: 3 clusters Score -9205471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63770 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -9205477.000000 Penalty: 5499.633789
	Iteration 210Q: 3 clusters Score -9205477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63774 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -9205487.000000 Penalty: 5499.633789
	Iteration 211Q: 3 clusters Score -9205487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63778 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -9205494.000000 Penalty: 5499.633789
	Iteration 212Q: 3 clusters Score -9205494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63783 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -9205495.000000 Penalty: 5499.633789
	Iteration 213Q: 3 clusters Score -9205495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63787 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -9205494.000000 Penalty: 5499.633789
	Iteration 214Q: 3 clusters Score -9205494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63790 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -9205489.000000 Penalty: 5499.633789
	Iteration 215Q: 3 clusters Score -9205489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63792 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -9205487.000000 Penalty: 5499.633789
	Iteration 216Q: 3 clusters Score -9205487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63794 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -9205483.000000 Penalty: 5499.633789
	Iteration 217Q: 3 clusters Score -9205483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63794 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -9205483.000000 Penalty: 5499.633789
	Iteration 218F: 3 clusters Score -9205483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (33667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Entering Unmasked Estep 
Score: -4766661.000000 Penalty: 2585.219727
	Iteration 0F: 2 clusters Score -4766661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -4743590.000000 Penalty: 5170.439453
	Iteration 0F: 3 clusters Score -4743590 nChanged 15358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -4752197.000000 Penalty: 5170.439453
	Iteration 1F: 3 clusters Score -4752197 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -4752647.000000 Penalty: 5170.439453
	Iteration 2Q: 3 clusters Score -4752647 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -4753057.000000 Penalty: 5170.439453
	Iteration 3Q: 3 clusters Score -4753057 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -4753404.000000 Penalty: 5170.439453
	Iteration 4Q: 3 clusters Score -4753404 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -4753722.500000 Penalty: 5170.439453
	Iteration 5Q: 3 clusters Score -4753722 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -4754054.000000 Penalty: 5170.439453
	Iteration 6Q: 3 clusters Score -4754054 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -4754457.000000 Penalty: 5170.439453
	Iteration 7Q: 3 clusters Score -4754457 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -4754959.000000 Penalty: 5170.439453
	Iteration 8Q: 3 clusters Score -4754959 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -4755640.500000 Penalty: 5170.439453
	Iteration 9Q: 3 clusters Score -4755640 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -4756653.000000 Penalty: 5170.439453
	Iteration 10F: 3 clusters Score -4756653 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -4758131.000000 Penalty: 5170.439453
	Iteration 11F: 3 clusters Score -4758131 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -4760064.500000 Penalty: 5170.439453
	Iteration 12F: 3 clusters Score -4760064 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 29618 members 
Entering Unmasked Estep 
Score: -4762171.000000 Penalty: 5170.439453
	Iteration 13F: 3 clusters Score -4762171 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -4764136.500000 Penalty: 5170.439453
	Iteration 14Q: 3 clusters Score -4764136 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -4765529.500000 Penalty: 5170.439453
	Iteration 15Q: 3 clusters Score -4765530 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -4766157.500000 Penalty: 5170.439453
	Iteration 16Q: 3 clusters Score -4766158 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -4766349.000000 Penalty: 5170.439453
	Iteration 17Q: 3 clusters Score -4766349 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -4766449.500000 Penalty: 5170.439453
	Iteration 18Q: 3 clusters Score -4766450 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -4766469.500000 Penalty: 5170.439453
	Iteration 19Q: 3 clusters Score -4766470 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -4766493.000000 Penalty: 5170.439453
	Iteration 20F: 3 clusters Score -4766493 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -4766502.000000 Penalty: 5170.439453
	Iteration 21Q: 3 clusters Score -4766502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -4766502.500000 Penalty: 5170.439453
	Iteration 22Q: 3 clusters Score -4766502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -4766505.000000 Penalty: 5170.439453
	Iteration 23Q: 3 clusters Score -4766505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -4766512.000000 Penalty: 5170.439453
	Iteration 24Q: 3 clusters Score -4766512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 32742 members 
Entering Unmasked Estep 
Score: -4766511.500000 Penalty: 5170.439453
	Iteration 25Q: 3 clusters Score -4766512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -4766514.500000 Penalty: 5170.439453
	Iteration 26Q: 3 clusters Score -4766514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
Score: -4766517.500000 Penalty: 5170.439453
	Iteration 27Q: 3 clusters Score -4766518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
Score: -4766517.500000 Penalty: 5170.439453
	Iteration 28F: 3 clusters Score -4766518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Entering Unmasked Estep 
Score: -2047883.500000 Penalty: 2374.750732
	Iteration 0F: 2 clusters Score -2047884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -2037398.250000 Penalty: 4749.501465
	Iteration 0F: 3 clusters Score -2037398 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -2040670.625000 Penalty: 4749.501465
	Iteration 1F: 3 clusters Score -2040671 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -2040989.375000 Penalty: 4749.501465
	Iteration 2F: 3 clusters Score -2040989 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -2041236.000000 Penalty: 4749.501465
	Iteration 3Q: 3 clusters Score -2041236 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -2041438.500000 Penalty: 4749.501465
	Iteration 4Q: 3 clusters Score -2041438 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -2041628.625000 Penalty: 4749.501465
	Iteration 5Q: 3 clusters Score -2041629 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -2041835.125000 Penalty: 4749.501465
	Iteration 6Q: 3 clusters Score -2041835 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2042061.250000 Penalty: 4749.501465
	Iteration 7Q: 3 clusters Score -2042061 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2042269.875000 Penalty: 4749.501465
	Iteration 8Q: 3 clusters Score -2042270 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -2042481.625000 Penalty: 4749.501465
	Iteration 9Q: 3 clusters Score -2042482 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -2042676.000000 Penalty: 4749.501465
	Iteration 10Q: 3 clusters Score -2042676 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -2042828.375000 Penalty: 4749.501465
	Iteration 11Q: 3 clusters Score -2042828 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -2042992.500000 Penalty: 4749.501465
	Iteration 12Q: 3 clusters Score -2042992 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -2043189.500000 Penalty: 4749.501465
	Iteration 13Q: 3 clusters Score -2043190 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -2043406.500000 Penalty: 4749.501465
	Iteration 14Q: 3 clusters Score -2043406 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -2043631.000000 Penalty: 4749.501465
	Iteration 15Q: 3 clusters Score -2043631 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -2043873.750000 Penalty: 4749.501465
	Iteration 16Q: 3 clusters Score -2043874 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -2044055.625000 Penalty: 4749.501465
	Iteration 17Q: 3 clusters Score -2044056 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -2044203.125000 Penalty: 4749.501465
	Iteration 18Q: 3 clusters Score -2044203 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -2044299.125000 Penalty: 4749.501465
	Iteration 19Q: 3 clusters Score -2044299 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -2044373.000000 Penalty: 4749.501465
	Iteration 20F: 3 clusters Score -2044373 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -2044435.500000 Penalty: 4749.501465
	Iteration 21Q: 3 clusters Score -2044436 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2044497.625000 Penalty: 4749.501465
	Iteration 22Q: 3 clusters Score -2044498 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2044546.875000 Penalty: 4749.501465
	Iteration 23Q: 3 clusters Score -2044547 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2044576.375000 Penalty: 4749.501465
	Iteration 24Q: 3 clusters Score -2044576 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2044613.250000 Penalty: 4749.501465
	Iteration 25Q: 3 clusters Score -2044613 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -2044650.125000 Penalty: 4749.501465
	Iteration 26Q: 3 clusters Score -2044650 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2044681.250000 Penalty: 4749.501465
	Iteration 27Q: 3 clusters Score -2044681 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2044722.250000 Penalty: 4749.501465
	Iteration 28Q: 3 clusters Score -2044722 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2044757.875000 Penalty: 4749.501465
	Iteration 29Q: 3 clusters Score -2044758 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -2044792.375000 Penalty: 4749.501465
	Iteration 30Q: 3 clusters Score -2044792 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2044836.750000 Penalty: 4749.501465
	Iteration 31Q: 3 clusters Score -2044837 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -2044868.250000 Penalty: 4749.501465
	Iteration 32Q: 3 clusters Score -2044868 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2044893.750000 Penalty: 4749.501465
	Iteration 33Q: 3 clusters Score -2044894 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -2044919.750000 Penalty: 4749.501465
	Iteration 34Q: 3 clusters Score -2044920 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2044944.500000 Penalty: 4749.501465
	Iteration 35Q: 3 clusters Score -2044944 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2044970.125000 Penalty: 4749.501465
	Iteration 36Q: 3 clusters Score -2044970 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -2044992.375000 Penalty: 4749.501465
	Iteration 37Q: 3 clusters Score -2044992 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -2045023.250000 Penalty: 4749.501465
	Iteration 38Q: 3 clusters Score -2045023 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -2045044.375000 Penalty: 4749.501465
	Iteration 39Q: 3 clusters Score -2045044 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2045077.500000 Penalty: 4749.501465
	Iteration 40F: 3 clusters Score -2045078 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -2045095.750000 Penalty: 4749.501465
	Iteration 41Q: 3 clusters Score -2045096 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -2045116.625000 Penalty: 4749.501465
	Iteration 42Q: 3 clusters Score -2045117 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2045142.875000 Penalty: 4749.501465
	Iteration 43Q: 3 clusters Score -2045143 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2045171.000000 Penalty: 4749.501465
	Iteration 44Q: 3 clusters Score -2045171 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2045196.250000 Penalty: 4749.501465
	Iteration 45Q: 3 clusters Score -2045196 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -2045209.000000 Penalty: 4749.501465
	Iteration 46Q: 3 clusters Score -2045209 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -2045228.125000 Penalty: 4749.501465
	Iteration 47Q: 3 clusters Score -2045228 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -2045261.625000 Penalty: 4749.501465
	Iteration 48Q: 3 clusters Score -2045262 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2045279.750000 Penalty: 4749.501465
	Iteration 49Q: 3 clusters Score -2045280 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -2045308.750000 Penalty: 4749.501465
	Iteration 50Q: 3 clusters Score -2045309 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -2045328.625000 Penalty: 4749.501465
	Iteration 51Q: 3 clusters Score -2045329 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -2045356.250000 Penalty: 4749.501465
	Iteration 52Q: 3 clusters Score -2045356 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -2045379.500000 Penalty: 4749.501465
	Iteration 53Q: 3 clusters Score -2045380 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -2045405.625000 Penalty: 4749.501465
	Iteration 54Q: 3 clusters Score -2045406 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -2045441.500000 Penalty: 4749.501465
	Iteration 55Q: 3 clusters Score -2045442 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2045475.500000 Penalty: 4749.501465
	Iteration 56Q: 3 clusters Score -2045476 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -2045508.750000 Penalty: 4749.501465
	Iteration 57Q: 3 clusters Score -2045509 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2045543.000000 Penalty: 4749.501465
	Iteration 58Q: 3 clusters Score -2045543 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -2045582.125000 Penalty: 4749.501465
	Iteration 59Q: 3 clusters Score -2045582 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2045618.125000 Penalty: 4749.501465
	Iteration 60F: 3 clusters Score -2045618 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2045650.875000 Penalty: 4749.501465
	Iteration 61Q: 3 clusters Score -2045651 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -2045687.250000 Penalty: 4749.501465
	Iteration 62Q: 3 clusters Score -2045687 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2045729.250000 Penalty: 4749.501465
	Iteration 63Q: 3 clusters Score -2045729 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -2045751.125000 Penalty: 4749.501465
	Iteration 64Q: 3 clusters Score -2045751 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -2045780.125000 Penalty: 4749.501465
	Iteration 65Q: 3 clusters Score -2045780 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -2045803.250000 Penalty: 4749.501465
	Iteration 66Q: 3 clusters Score -2045803 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2045822.125000 Penalty: 4749.501465
	Iteration 67Q: 3 clusters Score -2045822 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -2045839.750000 Penalty: 4749.501465
	Iteration 68Q: 3 clusters Score -2045840 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -2045856.875000 Penalty: 4749.501465
	Iteration 69Q: 3 clusters Score -2045857 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2045876.500000 Penalty: 4749.501465
	Iteration 70Q: 3 clusters Score -2045876 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -2045894.250000 Penalty: 4749.501465
	Iteration 71Q: 3 clusters Score -2045894 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -2045904.875000 Penalty: 4749.501465
	Iteration 72Q: 3 clusters Score -2045905 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -2045916.125000 Penalty: 4749.501465
	Iteration 73Q: 3 clusters Score -2045916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -2045932.500000 Penalty: 4749.501465
	Iteration 74Q: 3 clusters Score -2045932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -2045936.875000 Penalty: 4749.501465
	Iteration 75Q: 3 clusters Score -2045937 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -2045939.750000 Penalty: 4749.501465
	Iteration 76Q: 3 clusters Score -2045940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -2045943.375000 Penalty: 4749.501465
	Iteration 77Q: 3 clusters Score -2045943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -2045948.875000 Penalty: 4749.501465
	Iteration 78Q: 3 clusters Score -2045949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -2045949.000000 Penalty: 4749.501465
	Iteration 79Q: 3 clusters Score -2045949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -2045952.500000 Penalty: 4749.501465
	Iteration 80F: 3 clusters Score -2045952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -2045952.125000 Penalty: 4749.501465
	Iteration 81Q: 3 clusters Score -2045952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -2045951.875000 Penalty: 4749.501465
	Iteration 82Q: 3 clusters Score -2045952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -2045954.500000 Penalty: 4749.501465
	Iteration 83Q: 3 clusters Score -2045954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -2045957.000000 Penalty: 4749.501465
	Iteration 84Q: 3 clusters Score -2045957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -2045959.250000 Penalty: 4749.501465
	Iteration 85Q: 3 clusters Score -2045959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -2045960.000000 Penalty: 4749.501465
	Iteration 86Q: 3 clusters Score -2045960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -2045961.875000 Penalty: 4749.501465
	Iteration 87Q: 3 clusters Score -2045962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -2045962.375000 Penalty: 4749.501465
	Iteration 88Q: 3 clusters Score -2045962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -2045962.375000 Penalty: 4749.501465
	Iteration 89F: 3 clusters Score -2045962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (176205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176205 members 
Entering Unmasked Estep 
Score: -24833282.000000 Penalty: 2995.691895
	Iteration 0F: 2 clusters Score -2.483328e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88474 members 
Mstep: Class 2 contains 87731 members 
Entering Unmasked Estep 
Score: -24725464.000000 Penalty: 5991.383789
	Iteration 0F: 3 clusters Score -2.472546e+07 nChanged 84354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93026 members 
Mstep: Class 2 contains 83179 members 
Entering Unmasked Estep 
Score: -24774770.000000 Penalty: 5991.383789
	Iteration 1F: 3 clusters Score -2.477477e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96085 members 
Mstep: Class 2 contains 80120 members 
Entering Unmasked Estep 
Score: -24775898.000000 Penalty: 5991.383789
	Iteration 2Q: 3 clusters Score -2.47759e+07 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100668 members 
Mstep: Class 2 contains 75537 members 
Entering Unmasked Estep 
Score: -24777404.000000 Penalty: 5991.383789
	Iteration 3Q: 3 clusters Score -2.47774e+07 nChanged 7507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107255 members 
Mstep: Class 2 contains 68950 members 
Entering Unmasked Estep 
Score: -24780012.000000 Penalty: 5991.383789
	Iteration 4Q: 3 clusters Score -2.478001e+07 nChanged 9958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116785 members 
Mstep: Class 2 contains 59420 members 
Entering Unmasked Estep 
Score: -24784766.000000 Penalty: 5991.383789
	Iteration 5F: 3 clusters Score -2.478477e+07 nChanged 12324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128907 members 
Mstep: Class 2 contains 47298 members 
Entering Unmasked Estep 
Score: -24791938.000000 Penalty: 5991.383789
	Iteration 6F: 3 clusters Score -2.479194e+07 nChanged 13575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142370 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -24801342.000000 Penalty: 5991.383789
	Iteration 7F: 3 clusters Score -2.480134e+07 nChanged 12472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154798 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -24812762.000000 Penalty: 5991.383789
	Iteration 8F: 3 clusters Score -2.481276e+07 nChanged 9422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164202 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -24823688.000000 Penalty: 5991.383789
	Iteration 9F: 3 clusters Score -2.482369e+07 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170430 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -24828642.000000 Penalty: 5991.383789
	Iteration 10Q: 3 clusters Score -2.482864e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173661 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -24829954.000000 Penalty: 5991.383789
	Iteration 11Q: 3 clusters Score -2.482995e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175001 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -24830394.000000 Penalty: 5991.383789
	Iteration 12Q: 3 clusters Score -2.483039e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175508 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -24830594.000000 Penalty: 5991.383789
	Iteration 13Q: 3 clusters Score -2.483059e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175724 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -24830724.000000 Penalty: 5991.383789
	Iteration 14Q: 3 clusters Score -2.483072e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175798 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -24830730.000000 Penalty: 5991.383789
	Iteration 15Q: 3 clusters Score -2.483073e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175823 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -24830794.000000 Penalty: 5991.383789
	Iteration 16Q: 3 clusters Score -2.483079e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175847 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -24830822.000000 Penalty: 5991.383789
	Iteration 17Q: 3 clusters Score -2.483082e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175871 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -24830852.000000 Penalty: 5991.383789
	Iteration 18Q: 3 clusters Score -2.483085e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175886 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -24830852.000000 Penalty: 5991.383789
	Iteration 19Q: 3 clusters Score -2.483085e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175900 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -24830854.000000 Penalty: 5991.383789
	Iteration 20F: 3 clusters Score -2.483085e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175906 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -24830848.000000 Penalty: 5991.383789
	Iteration 21Q: 3 clusters Score -2.483085e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175908 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -24830862.000000 Penalty: 5991.383789
	Iteration 22Q: 3 clusters Score -2.483086e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175908 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -24830862.000000 Penalty: 5991.383789
	Iteration 23F: 3 clusters Score -2.483086e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Entering Unmasked Estep 
Score: -1686960.750000 Penalty: 2325.946533
	Iteration 0F: 2 clusters Score -1686961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1678148.750000 Penalty: 4651.893066
	Iteration 0F: 3 clusters Score -1678149 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1680846.625000 Penalty: 4651.893066
	Iteration 1F: 3 clusters Score -1680847 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1681188.250000 Penalty: 4651.893066
	Iteration 2F: 3 clusters Score -1681188 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1681428.000000 Penalty: 4651.893066
	Iteration 3F: 3 clusters Score -1681428 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1681590.125000 Penalty: 4651.893066
	Iteration 4Q: 3 clusters Score -1681590 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1681724.500000 Penalty: 4651.893066
	Iteration 5Q: 3 clusters Score -1681724 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1681849.000000 Penalty: 4651.893066
	Iteration 6Q: 3 clusters Score -1681849 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1681984.625000 Penalty: 4651.893066
	Iteration 7Q: 3 clusters Score -1681985 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1682171.625000 Penalty: 4651.893066
	Iteration 8Q: 3 clusters Score -1682172 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1682404.625000 Penalty: 4651.893066
	Iteration 9Q: 3 clusters Score -1682405 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1682704.250000 Penalty: 4651.893066
	Iteration 10Q: 3 clusters Score -1682704 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1683059.500000 Penalty: 4651.893066
	Iteration 11Q: 3 clusters Score -1683060 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1683458.750000 Penalty: 4651.893066
	Iteration 12Q: 3 clusters Score -1683459 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1683857.625000 Penalty: 4651.893066
	Iteration 13Q: 3 clusters Score -1683858 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1684177.250000 Penalty: 4651.893066
	Iteration 14Q: 3 clusters Score -1684177 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1684389.250000 Penalty: 4651.893066
	Iteration 15Q: 3 clusters Score -1684389 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1684556.250000 Penalty: 4651.893066
	Iteration 16Q: 3 clusters Score -1684556 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1684649.750000 Penalty: 4651.893066
	Iteration 17Q: 3 clusters Score -1684650 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1684699.000000 Penalty: 4651.893066
	Iteration 18Q: 3 clusters Score -1684699 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1684741.875000 Penalty: 4651.893066
	Iteration 19Q: 3 clusters Score -1684742 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1684765.500000 Penalty: 4651.893066
	Iteration 20F: 3 clusters Score -1684766 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1684792.500000 Penalty: 4651.893066
	Iteration 21Q: 3 clusters Score -1684792 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1684807.625000 Penalty: 4651.893066
	Iteration 22Q: 3 clusters Score -1684808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1684820.875000 Penalty: 4651.893066
	Iteration 23Q: 3 clusters Score -1684821 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1684831.625000 Penalty: 4651.893066
	Iteration 24Q: 3 clusters Score -1684832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1684842.000000 Penalty: 4651.893066
	Iteration 25Q: 3 clusters Score -1684842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1684845.750000 Penalty: 4651.893066
	Iteration 26Q: 3 clusters Score -1684846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1684852.500000 Penalty: 4651.893066
	Iteration 27Q: 3 clusters Score -1684852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1684856.250000 Penalty: 4651.893066
	Iteration 28Q: 3 clusters Score -1684856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1684860.125000 Penalty: 4651.893066
	Iteration 29Q: 3 clusters Score -1684860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1684868.500000 Penalty: 4651.893066
	Iteration 30Q: 3 clusters Score -1684868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1684868.625000 Penalty: 4651.893066
	Iteration 31Q: 3 clusters Score -1684869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1684870.125000 Penalty: 4651.893066
	Iteration 32Q: 3 clusters Score -1684870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1684876.000000 Penalty: 4651.893066
	Iteration 33Q: 3 clusters Score -1684876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1684887.875000 Penalty: 4651.893066
	Iteration 34Q: 3 clusters Score -1684888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1684894.875000 Penalty: 4651.893066
	Iteration 35Q: 3 clusters Score -1684895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1684899.125000 Penalty: 4651.893066
	Iteration 36Q: 3 clusters Score -1684899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1684901.125000 Penalty: 4651.893066
	Iteration 37Q: 3 clusters Score -1684901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1684906.875000 Penalty: 4651.893066
	Iteration 38Q: 3 clusters Score -1684907 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1684910.125000 Penalty: 4651.893066
	Iteration 39Q: 3 clusters Score -1684910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1684914.625000 Penalty: 4651.893066
	Iteration 40F: 3 clusters Score -1684915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1684918.625000 Penalty: 4651.893066
	Iteration 41Q: 3 clusters Score -1684919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1684920.000000 Penalty: 4651.893066
	Iteration 42Q: 3 clusters Score -1684920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1684922.375000 Penalty: 4651.893066
	Iteration 43Q: 3 clusters Score -1684922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1684921.750000 Penalty: 4651.893066
	Iteration 44Q: 3 clusters Score -1684922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1684923.750000 Penalty: 4651.893066
	Iteration 45Q: 3 clusters Score -1684924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1684923.875000 Penalty: 4651.893066
	Iteration 46Q: 3 clusters Score -1684924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1684925.250000 Penalty: 4651.893066
	Iteration 47Q: 3 clusters Score -1684925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1684926.875000 Penalty: 4651.893066
	Iteration 48Q: 3 clusters Score -1684927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1684932.375000 Penalty: 4651.893066
	Iteration 49Q: 3 clusters Score -1684932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1684931.375000 Penalty: 4651.893066
	Iteration 50Q: 3 clusters Score -1684931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1684933.250000 Penalty: 4651.893066
	Iteration 51Q: 3 clusters Score -1684933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1684934.250000 Penalty: 4651.893066
	Iteration 52Q: 3 clusters Score -1684934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1684936.875000 Penalty: 4651.893066
	Iteration 53Q: 3 clusters Score -1684937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1684936.750000 Penalty: 4651.893066
	Iteration 54Q: 3 clusters Score -1684937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1684940.875000 Penalty: 4651.893066
	Iteration 55Q: 3 clusters Score -1684941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1684943.500000 Penalty: 4651.893066
	Iteration 56Q: 3 clusters Score -1684944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1684945.375000 Penalty: 4651.893066
	Iteration 57Q: 3 clusters Score -1684945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1684942.250000 Penalty: 4651.893066
	Iteration 58Q: 3 clusters Score -1684942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1684944.750000 Penalty: 4651.893066
	Iteration 59Q: 3 clusters Score -1684945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1684948.250000 Penalty: 4651.893066
	Iteration 60F: 3 clusters Score -1684948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1684949.625000 Penalty: 4651.893066
	Iteration 61Q: 3 clusters Score -1684950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1684958.125000 Penalty: 4651.893066
	Iteration 62Q: 3 clusters Score -1684958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1684961.875000 Penalty: 4651.893066
	Iteration 63Q: 3 clusters Score -1684962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1684963.375000 Penalty: 4651.893066
	Iteration 64Q: 3 clusters Score -1684963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1684964.875000 Penalty: 4651.893066
	Iteration 65Q: 3 clusters Score -1684965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1684965.375000 Penalty: 4651.893066
	Iteration 66Q: 3 clusters Score -1684965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1684964.625000 Penalty: 4651.893066
	Iteration 67Q: 3 clusters Score -1684965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1684966.375000 Penalty: 4651.893066
	Iteration 68Q: 3 clusters Score -1684966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1684966.375000 Penalty: 4651.893066
	Iteration 69F: 3 clusters Score -1684966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Entering Unmasked Estep 
Score: -2502046.500000 Penalty: 2425.977539
	Iteration 0F: 2 clusters Score -2502046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -2489303.000000 Penalty: 4851.955078
	Iteration 0F: 3 clusters Score -2489303 nChanged 7740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2493345.750000 Penalty: 4851.955078
	Iteration 1F: 3 clusters Score -2493346 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2493690.500000 Penalty: 4851.955078
	Iteration 2F: 3 clusters Score -2493690 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2493959.250000 Penalty: 4851.955078
	Iteration 3Q: 3 clusters Score -2493959 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -2494175.250000 Penalty: 4851.955078
	Iteration 4Q: 3 clusters Score -2494175 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -2494343.750000 Penalty: 4851.955078
	Iteration 5Q: 3 clusters Score -2494344 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -2494479.000000 Penalty: 4851.955078
	Iteration 6Q: 3 clusters Score -2494479 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -2494612.000000 Penalty: 4851.955078
	Iteration 7Q: 3 clusters Score -2494612 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2494753.500000 Penalty: 4851.955078
	Iteration 8Q: 3 clusters Score -2494754 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -2494902.250000 Penalty: 4851.955078
	Iteration 9Q: 3 clusters Score -2494902 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -2495076.000000 Penalty: 4851.955078
	Iteration 10Q: 3 clusters Score -2495076 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -2495293.000000 Penalty: 4851.955078
	Iteration 11Q: 3 clusters Score -2495293 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -2495590.000000 Penalty: 4851.955078
	Iteration 12Q: 3 clusters Score -2495590 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -2495978.250000 Penalty: 4851.955078
	Iteration 13Q: 3 clusters Score -2495978 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -2496492.000000 Penalty: 4851.955078
	Iteration 14Q: 3 clusters Score -2496492 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -2497080.750000 Penalty: 4851.955078
	Iteration 15Q: 3 clusters Score -2497081 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -2497673.500000 Penalty: 4851.955078
	Iteration 16Q: 3 clusters Score -2497674 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -2498221.250000 Penalty: 4851.955078
	Iteration 17Q: 3 clusters Score -2498221 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -2498679.500000 Penalty: 4851.955078
	Iteration 18Q: 3 clusters Score -2498680 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -2498984.500000 Penalty: 4851.955078
	Iteration 19Q: 3 clusters Score -2498984 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -2499196.500000 Penalty: 4851.955078
	Iteration 20F: 3 clusters Score -2499196 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -2499350.000000 Penalty: 4851.955078
	Iteration 21Q: 3 clusters Score -2499350 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -2499452.000000 Penalty: 4851.955078
	Iteration 22Q: 3 clusters Score -2499452 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -2499544.750000 Penalty: 4851.955078
	Iteration 23Q: 3 clusters Score -2499545 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -2499606.250000 Penalty: 4851.955078
	Iteration 24Q: 3 clusters Score -2499606 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -2499655.750000 Penalty: 4851.955078
	Iteration 25Q: 3 clusters Score -2499656 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -2499703.500000 Penalty: 4851.955078
	Iteration 26Q: 3 clusters Score -2499704 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -2499735.750000 Penalty: 4851.955078
	Iteration 27Q: 3 clusters Score -2499736 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -2499768.000000 Penalty: 4851.955078
	Iteration 28Q: 3 clusters Score -2499768 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -2499792.500000 Penalty: 4851.955078
	Iteration 29Q: 3 clusters Score -2499792 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -2499808.000000 Penalty: 4851.955078
	Iteration 30Q: 3 clusters Score -2499808 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -2499822.500000 Penalty: 4851.955078
	Iteration 31Q: 3 clusters Score -2499822 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -2499839.000000 Penalty: 4851.955078
	Iteration 32Q: 3 clusters Score -2499839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -2499846.750000 Penalty: 4851.955078
	Iteration 33Q: 3 clusters Score -2499847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -2499849.750000 Penalty: 4851.955078
	Iteration 34Q: 3 clusters Score -2499850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -2499860.500000 Penalty: 4851.955078
	Iteration 35Q: 3 clusters Score -2499860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -2499862.500000 Penalty: 4851.955078
	Iteration 36Q: 3 clusters Score -2499862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2499864.500000 Penalty: 4851.955078
	Iteration 37Q: 3 clusters Score -2499864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -2499864.250000 Penalty: 4851.955078
	Iteration 38Q: 3 clusters Score -2499864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2499866.500000 Penalty: 4851.955078
	Iteration 39Q: 3 clusters Score -2499866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -2499869.000000 Penalty: 4851.955078
	Iteration 40F: 3 clusters Score -2499869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -2499871.750000 Penalty: 4851.955078
	Iteration 41Q: 3 clusters Score -2499872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -2499879.250000 Penalty: 4851.955078
	Iteration 42Q: 3 clusters Score -2499879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -2499886.750000 Penalty: 4851.955078
	Iteration 43Q: 3 clusters Score -2499887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -2499897.750000 Penalty: 4851.955078
	Iteration 44Q: 3 clusters Score -2499898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2499911.250000 Penalty: 4851.955078
	Iteration 45Q: 3 clusters Score -2499911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2499919.250000 Penalty: 4851.955078
	Iteration 46Q: 3 clusters Score -2499919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -2499922.750000 Penalty: 4851.955078
	Iteration 47Q: 3 clusters Score -2499923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -2499924.000000 Penalty: 4851.955078
	Iteration 48Q: 3 clusters Score -2499924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -2499935.750000 Penalty: 4851.955078
	Iteration 49Q: 3 clusters Score -2499936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -2499936.500000 Penalty: 4851.955078
	Iteration 50Q: 3 clusters Score -2499936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -2499942.250000 Penalty: 4851.955078
	Iteration 51Q: 3 clusters Score -2499942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -2499944.500000 Penalty: 4851.955078
	Iteration 52Q: 3 clusters Score -2499944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -2499949.000000 Penalty: 4851.955078
	Iteration 53Q: 3 clusters Score -2499949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -2499949.000000 Penalty: 4851.955078
	Iteration 54F: 3 clusters Score -2499949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (32748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Entering Unmasked Estep 
Score: -4649494.000000 Penalty: 2578.355957
	Iteration 0F: 2 clusters Score -4649494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -4627017.500000 Penalty: 5156.711914
	Iteration 0F: 3 clusters Score -4627018 nChanged 15029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -4635197.500000 Penalty: 5156.711914
	Iteration 1F: 3 clusters Score -4635198 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -4635663.500000 Penalty: 5156.711914
	Iteration 2Q: 3 clusters Score -4635664 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -4636094.000000 Penalty: 5156.711914
	Iteration 3Q: 3 clusters Score -4636094 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -4636571.000000 Penalty: 5156.711914
	Iteration 4Q: 3 clusters Score -4636571 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -4637082.000000 Penalty: 5156.711914
	Iteration 5Q: 3 clusters Score -4637082 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -4637718.000000 Penalty: 5156.711914
	Iteration 6Q: 3 clusters Score -4637718 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -4638609.000000 Penalty: 5156.711914
	Iteration 7Q: 3 clusters Score -4638609 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -4639736.000000 Penalty: 5156.711914
	Iteration 8F: 3 clusters Score -4639736 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -4641014.000000 Penalty: 5156.711914
	Iteration 9F: 3 clusters Score -4641014 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -4642450.000000 Penalty: 5156.711914
	Iteration 10F: 3 clusters Score -4642450 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -4643569.500000 Penalty: 5156.711914
	Iteration 11Q: 3 clusters Score -4643570 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -4644312.000000 Penalty: 5156.711914
	Iteration 12Q: 3 clusters Score -4644312 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -4644737.000000 Penalty: 5156.711914
	Iteration 13Q: 3 clusters Score -4644737 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -4645007.500000 Penalty: 5156.711914
	Iteration 14Q: 3 clusters Score -4645008 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -4645226.500000 Penalty: 5156.711914
	Iteration 15Q: 3 clusters Score -4645226 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -4645389.000000 Penalty: 5156.711914
	Iteration 16Q: 3 clusters Score -4645389 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -4645563.500000 Penalty: 5156.711914
	Iteration 17Q: 3 clusters Score -4645564 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -4645698.000000 Penalty: 5156.711914
	Iteration 18Q: 3 clusters Score -4645698 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -4645838.000000 Penalty: 5156.711914
	Iteration 19Q: 3 clusters Score -4645838 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -4645971.000000 Penalty: 5156.711914
	Iteration 20F: 3 clusters Score -4645971 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -4646090.500000 Penalty: 5156.711914
	Iteration 21Q: 3 clusters Score -4646090 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -4646210.500000 Penalty: 5156.711914
	Iteration 22Q: 3 clusters Score -4646210 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -4646339.000000 Penalty: 5156.711914
	Iteration 23Q: 3 clusters Score -4646339 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -4646456.500000 Penalty: 5156.711914
	Iteration 24Q: 3 clusters Score -4646456 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -4646576.000000 Penalty: 5156.711914
	Iteration 25Q: 3 clusters Score -4646576 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -4646684.500000 Penalty: 5156.711914
	Iteration 26Q: 3 clusters Score -4646684 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -4646783.000000 Penalty: 5156.711914
	Iteration 27Q: 3 clusters Score -4646783 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -4646869.500000 Penalty: 5156.711914
	Iteration 28Q: 3 clusters Score -4646870 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -4646944.000000 Penalty: 5156.711914
	Iteration 29Q: 3 clusters Score -4646944 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4646999.000000 Penalty: 5156.711914
	Iteration 30Q: 3 clusters Score -4646999 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -4647040.500000 Penalty: 5156.711914
	Iteration 31Q: 3 clusters Score -4647040 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4647087.000000 Penalty: 5156.711914
	Iteration 32Q: 3 clusters Score -4647087 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -4647133.000000 Penalty: 5156.711914
	Iteration 33Q: 3 clusters Score -4647133 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4647175.000000 Penalty: 5156.711914
	Iteration 34Q: 3 clusters Score -4647175 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4647225.000000 Penalty: 5156.711914
	Iteration 35Q: 3 clusters Score -4647225 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4647252.500000 Penalty: 5156.711914
	Iteration 36Q: 3 clusters Score -4647252 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4647269.000000 Penalty: 5156.711914
	Iteration 37Q: 3 clusters Score -4647269 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -4647284.500000 Penalty: 5156.711914
	Iteration 38Q: 3 clusters Score -4647284 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4647291.000000 Penalty: 5156.711914
	Iteration 39Q: 3 clusters Score -4647291 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4647316.500000 Penalty: 5156.711914
	Iteration 40F: 3 clusters Score -4647316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4647331.500000 Penalty: 5156.711914
	Iteration 41Q: 3 clusters Score -4647332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4647327.000000 Penalty: 5156.711914
	Iteration 42Q: 3 clusters Score -4647327 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4647333.500000 Penalty: 5156.711914
	Iteration 43Q: 3 clusters Score -4647334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4647336.500000 Penalty: 5156.711914
	Iteration 44Q: 3 clusters Score -4647336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4647345.000000 Penalty: 5156.711914
	Iteration 45Q: 3 clusters Score -4647345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4647337.500000 Penalty: 5156.711914
	Iteration 46Q: 3 clusters Score -4647338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4647343.000000 Penalty: 5156.711914
	Iteration 47Q: 3 clusters Score -4647343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4647352.500000 Penalty: 5156.711914
	Iteration 48Q: 3 clusters Score -4647352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4647350.000000 Penalty: 5156.711914
	Iteration 49Q: 3 clusters Score -4647350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -4647355.500000 Penalty: 5156.711914
	Iteration 50Q: 3 clusters Score -4647356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4647357.000000 Penalty: 5156.711914
	Iteration 51Q: 3 clusters Score -4647357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4647361.000000 Penalty: 5156.711914
	Iteration 52Q: 3 clusters Score -4647361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4647359.500000 Penalty: 5156.711914
	Iteration 53Q: 3 clusters Score -4647360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4647365.000000 Penalty: 5156.711914
	Iteration 54Q: 3 clusters Score -4647365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -4647367.500000 Penalty: 5156.711914
	Iteration 55Q: 3 clusters Score -4647368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4647374.000000 Penalty: 5156.711914
	Iteration 56Q: 3 clusters Score -4647374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -4647371.500000 Penalty: 5156.711914
	Iteration 57Q: 3 clusters Score -4647372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -4647371.500000 Penalty: 5156.711914
	Iteration 58Q: 3 clusters Score -4647372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -4647365.500000 Penalty: 5156.711914
	Iteration 59Q: 3 clusters Score -4647366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4647369.000000 Penalty: 5156.711914
	Iteration 60F: 3 clusters Score -4647369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4647371.500000 Penalty: 5156.711914
	Iteration 61Q: 3 clusters Score -4647372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4647369.500000 Penalty: 5156.711914
	Iteration 62Q: 3 clusters Score -4647370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4647369.500000 Penalty: 5156.711914
	Iteration 63F: 3 clusters Score -4647370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Entering Unmasked Estep 
Score: -542361.375000 Penalty: 2052.735107
	Iteration 0F: 2 clusters Score -542361.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -538545.687500 Penalty: 4105.470215
	Iteration 0F: 3 clusters Score -538545.7 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -539476.250000 Penalty: 4105.470215
	Iteration 1F: 3 clusters Score -539476.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -539783.562500 Penalty: 4105.470215
	Iteration 2F: 3 clusters Score -539783.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -540050.562500 Penalty: 4105.470215
	Iteration 3F: 3 clusters Score -540050.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -540278.437500 Penalty: 4105.470215
	Iteration 4F: 3 clusters Score -540278.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -540447.750000 Penalty: 4105.470215
	Iteration 5Q: 3 clusters Score -540447.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -540613.875000 Penalty: 4105.470215
	Iteration 6Q: 3 clusters Score -540613.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -540740.500000 Penalty: 4105.470215
	Iteration 7Q: 3 clusters Score -540740.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -540821.000000 Penalty: 4105.470215
	Iteration 8Q: 3 clusters Score -540821 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -540875.625000 Penalty: 4105.470215
	Iteration 9Q: 3 clusters Score -540875.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -540910.062500 Penalty: 4105.470215
	Iteration 10Q: 3 clusters Score -540910.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -540936.562500 Penalty: 4105.470215
	Iteration 11Q: 3 clusters Score -540936.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -540957.312500 Penalty: 4105.470215
	Iteration 12Q: 3 clusters Score -540957.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -540972.000000 Penalty: 4105.470215
	Iteration 13Q: 3 clusters Score -540972 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -540987.875000 Penalty: 4105.470215
	Iteration 14Q: 3 clusters Score -540987.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -541003.687500 Penalty: 4105.470215
	Iteration 15Q: 3 clusters Score -541003.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -541019.125000 Penalty: 4105.470215
	Iteration 16Q: 3 clusters Score -541019.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -541038.937500 Penalty: 4105.470215
	Iteration 17Q: 3 clusters Score -541038.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -541054.062500 Penalty: 4105.470215
	Iteration 18Q: 3 clusters Score -541054.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -541066.687500 Penalty: 4105.470215
	Iteration 19Q: 3 clusters Score -541066.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -541085.812500 Penalty: 4105.470215
	Iteration 20F: 3 clusters Score -541085.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -541115.875000 Penalty: 4105.470215
	Iteration 21Q: 3 clusters Score -541115.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -541151.375000 Penalty: 4105.470215
	Iteration 22Q: 3 clusters Score -541151.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -541214.062500 Penalty: 4105.470215
	Iteration 23Q: 3 clusters Score -541214.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -541309.312500 Penalty: 4105.470215
	Iteration 24Q: 3 clusters Score -541309.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -541417.250000 Penalty: 4105.470215
	Iteration 25Q: 3 clusters Score -541417.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -541517.937500 Penalty: 4105.470215
	Iteration 26Q: 3 clusters Score -541517.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -541609.000000 Penalty: 4105.470215
	Iteration 27Q: 3 clusters Score -541609 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -541673.500000 Penalty: 4105.470215
	Iteration 28Q: 3 clusters Score -541673.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -541711.312500 Penalty: 4105.470215
	Iteration 29Q: 3 clusters Score -541711.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -541737.437500 Penalty: 4105.470215
	Iteration 30Q: 3 clusters Score -541737.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -541757.500000 Penalty: 4105.470215
	Iteration 31Q: 3 clusters Score -541757.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -541778.125000 Penalty: 4105.470215
	Iteration 32Q: 3 clusters Score -541778.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -541801.187500 Penalty: 4105.470215
	Iteration 33Q: 3 clusters Score -541801.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -541815.750000 Penalty: 4105.470215
	Iteration 34Q: 3 clusters Score -541815.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -541835.750000 Penalty: 4105.470215
	Iteration 35Q: 3 clusters Score -541835.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -541854.125000 Penalty: 4105.470215
	Iteration 36Q: 3 clusters Score -541854.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -541863.687500 Penalty: 4105.470215
	Iteration 37Q: 3 clusters Score -541863.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -541868.437500 Penalty: 4105.470215
	Iteration 38Q: 3 clusters Score -541868.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -541872.687500 Penalty: 4105.470215
	Iteration 39Q: 3 clusters Score -541872.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -541875.875000 Penalty: 4105.470215
	Iteration 40F: 3 clusters Score -541875.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -541879.437500 Penalty: 4105.470215
	Iteration 41Q: 3 clusters Score -541879.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -541880.875000 Penalty: 4105.470215
	Iteration 42Q: 3 clusters Score -541880.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -541881.437500 Penalty: 4105.470215
	Iteration 43Q: 3 clusters Score -541881.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -541884.312500 Penalty: 4105.470215
	Iteration 44Q: 3 clusters Score -541884.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -541886.875000 Penalty: 4105.470215
	Iteration 45Q: 3 clusters Score -541886.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -541887.625000 Penalty: 4105.470215
	Iteration 46Q: 3 clusters Score -541887.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -541887.625000 Penalty: 4105.470215
	Iteration 47F: 3 clusters Score -541887.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -51424.773438 Penalty: 1504.394897
	Iteration 0F: 2 clusters Score -51424.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -49982.042969 Penalty: 3008.789795
	Iteration 0F: 3 clusters Score -49982.04 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -50151.203125 Penalty: 3008.789795
	Iteration 1F: 3 clusters Score -50151.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -50200.546875 Penalty: 3008.789795
	Iteration 2Q: 3 clusters Score -50200.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -50271.671875 Penalty: 3008.789795
	Iteration 3Q: 3 clusters Score -50271.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -50329.710938 Penalty: 3008.789795
	Iteration 4Q: 3 clusters Score -50329.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -50406.257812 Penalty: 3008.789795
	Iteration 5Q: 3 clusters Score -50406.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -50512.367188 Penalty: 3008.789795
	Iteration 6Q: 3 clusters Score -50512.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50589.375000 Penalty: 3008.789795
	Iteration 7Q: 3 clusters Score -50589.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -50717.187500 Penalty: 3008.789795
	Iteration 8Q: 3 clusters Score -50717.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50908.101562 Penalty: 3008.789795
	Iteration 9Q: 3 clusters Score -50908.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -51053.894531 Penalty: 3008.789795
	Iteration 10Q: 3 clusters Score -51053.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -51175.910156 Penalty: 3008.789795
	Iteration 11Q: 3 clusters Score -51175.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -51222.878906 Penalty: 3008.789795
	Iteration 12Q: 3 clusters Score -51222.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -51290.105469 Penalty: 3008.789795
	Iteration 13Q: 3 clusters Score -51290.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -51353.339844 Penalty: 3008.789795
	Iteration 14Q: 3 clusters Score -51353.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -51425.265625 Penalty: 3008.789795
	Iteration 15Q: 3 clusters Score -51425.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -51432.558594 Penalty: 3008.789795
	Iteration 16Q: 3 clusters Score -51432.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -51436.308594 Penalty: 3008.789795
	Iteration 17Q: 3 clusters Score -51436.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -51436.742188 Penalty: 3008.789795
	Iteration 18F: 3 clusters Score -51436.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -51442.152344 Penalty: 3008.789795
	Iteration 19Q: 3 clusters Score -51442.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -51449.195312 Penalty: 3008.789795
	Iteration 20F: 3 clusters Score -51449.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -51452.687500 Penalty: 3008.789795
	Iteration 21Q: 3 clusters Score -51452.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -51452.687500 Penalty: 3008.789795
	Iteration 22F: 3 clusters Score -51452.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27492 members 
Mstep: Class 4 contains 9063 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 88042 members 
Mstep: Class 7 contains 18786 members 
Mstep: Class 8 contains 126336 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2064 members 
Mstep: Class 12 contains 164395 members 
Mstep: Class 13 contains 65380 members 
Mstep: Class 14 contains 33667 members 
Mstep: Class 15 contains 14409 members 
Mstep: Class 16 contains 176205 members 
Mstep: Class 17 contains 11835 members 
Mstep: Class 18 contains 17715 members 
Mstep: Class 19 contains 32748 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 129 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 160110 members 
Mstep: Class 26 contains 554 members 
Mstep: Class 27 contains 302 members 
Entering Unmasked Estep 
Score: -132702496.000000 Penalty: 92242.843750
Splitting cluster 21 changes total score from -132704040.000000 to -132702496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -32784.636719 Penalty: 1428.988770
	Iteration 0F: 2 clusters Score -32784.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -31603.039062 Penalty: 2857.977539
	Iteration 0F: 3 clusters Score -31603.04 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -31984.107422 Penalty: 2857.977539
	Iteration 1F: 3 clusters Score -31984.11 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -32146.781250 Penalty: 2857.977539
	Iteration 2F: 3 clusters Score -32146.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -32240.052734 Penalty: 2857.977539
	Iteration 3F: 3 clusters Score -32240.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -32315.720703 Penalty: 2857.977539
	Iteration 4Q: 3 clusters Score -32315.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -32340.375000 Penalty: 2857.977539
	Iteration 5Q: 3 clusters Score -32340.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -32352.001953 Penalty: 2857.977539
	Iteration 6Q: 3 clusters Score -32352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -32356.273438 Penalty: 2857.977539
	Iteration 7Q: 3 clusters Score -32356.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -32363.257812 Penalty: 2857.977539
	Iteration 8Q: 3 clusters Score -32363.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -32379.976562 Penalty: 2857.977539
	Iteration 9Q: 3 clusters Score -32379.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -32393.175781 Penalty: 2857.977539
	Iteration 10Q: 3 clusters Score -32393.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -32393.175781 Penalty: 2857.977539
	Iteration 11F: 3 clusters Score -32393.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -81107.156250 Penalty: 1589.315186
	Iteration 0F: 2 clusters Score -81107.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -79502.187500 Penalty: 3178.630371
	Iteration 0F: 3 clusters Score -79502.19 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -79714.835938 Penalty: 3178.630371
	Iteration 1F: 3 clusters Score -79714.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -79789.343750 Penalty: 3178.630371
	Iteration 2F: 3 clusters Score -79789.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -79867.640625 Penalty: 3178.630371
	Iteration 3Q: 3 clusters Score -79867.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -79893.296875 Penalty: 3178.630371
	Iteration 4Q: 3 clusters Score -79893.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -79905.304688 Penalty: 3178.630371
	Iteration 5Q: 3 clusters Score -79905.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -79908.656250 Penalty: 3178.630371
	Iteration 6Q: 3 clusters Score -79908.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -79908.656250 Penalty: 3178.630371
	Iteration 7F: 3 clusters Score -79908.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -66283.562500 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -66283.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -64727.136719 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -64727.14 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -64991.660156 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -64991.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -65083.441406 Penalty: 3152.629395
	Iteration 2Q: 3 clusters Score -65083.44 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -65169.226562 Penalty: 3152.629395
	Iteration 3Q: 3 clusters Score -65169.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -65248.339844 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -65248.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -65348.601562 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -65348.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -65436.824219 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -65436.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -65516.921875 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -65516.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -65598.562500 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -65598.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -65665.515625 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -65665.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -65719.695312 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -65719.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -65790.968750 Penalty: 3152.629395
	Iteration 11Q: 3 clusters Score -65790.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -65847.234375 Penalty: 3152.629395
	Iteration 12Q: 3 clusters Score -65847.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -65913.585938 Penalty: 3152.629395
	Iteration 13Q: 3 clusters Score -65913.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -65990.890625 Penalty: 3152.629395
	Iteration 14Q: 3 clusters Score -65990.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -66064.031250 Penalty: 3152.629395
	Iteration 15Q: 3 clusters Score -66064.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -66092.234375 Penalty: 3152.629395
	Iteration 16Q: 3 clusters Score -66092.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -66154.960938 Penalty: 3152.629395
	Iteration 17Q: 3 clusters Score -66154.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -66209.226562 Penalty: 3152.629395
	Iteration 18Q: 3 clusters Score -66209.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -66251.359375 Penalty: 3152.629395
	Iteration 19Q: 3 clusters Score -66251.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -66290.343750 Penalty: 3152.629395
	Iteration 20F: 3 clusters Score -66290.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -66313.343750 Penalty: 3152.629395
	Iteration 21Q: 3 clusters Score -66313.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -66321.906250 Penalty: 3152.629395
	Iteration 22Q: 3 clusters Score -66321.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -66326.703125 Penalty: 3152.629395
	Iteration 23Q: 3 clusters Score -66326.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -66326.703125 Penalty: 3152.629395
	Iteration 24F: 3 clusters Score -66326.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27492 members 
Mstep: Class 4 contains 9063 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 88042 members 
Mstep: Class 7 contains 18786 members 
Mstep: Class 8 contains 126336 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2064 members 
Mstep: Class 12 contains 164395 members 
Mstep: Class 13 contains 65380 members 
Mstep: Class 14 contains 33667 members 
Mstep: Class 15 contains 14409 members 
Mstep: Class 16 contains 176205 members 
Mstep: Class 17 contains 11835 members 
Mstep: Class 18 contains 17715 members 
Mstep: Class 19 contains 32748 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 287 members 
Mstep: Class 25 contains 160110 members 
Mstep: Class 26 contains 554 members 
Mstep: Class 27 contains 289 members 
Entering Unmasked Estep 
Score: -132702544.000000 Penalty: 92242.843750
Splitting cluster 24 changes total score from -132704040.000000 to -132702544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (160110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160110 members 
Entering Unmasked Estep 
Score: -22378776.000000 Penalty: 2971.936768
	Iteration 0F: 2 clusters Score -2.237878e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79948 members 
Mstep: Class 2 contains 80162 members 
Entering Unmasked Estep 
Score: -22274554.000000 Penalty: 5943.873535
	Iteration 0F: 3 clusters Score -2.227455e+07 nChanged 76798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78984 members 
Mstep: Class 2 contains 81126 members 
Entering Unmasked Estep 
Score: -22319408.000000 Penalty: 5943.873535
	Iteration 1F: 3 clusters Score -2.231941e+07 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78023 members 
Mstep: Class 2 contains 82087 members 
Entering Unmasked Estep 
Score: -22320776.000000 Penalty: 5943.873535
	Iteration 2Q: 3 clusters Score -2.232078e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76569 members 
Mstep: Class 2 contains 83541 members 
Entering Unmasked Estep 
Score: -22322410.000000 Penalty: 5943.873535
	Iteration 3Q: 3 clusters Score -2.232241e+07 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74292 members 
Mstep: Class 2 contains 85818 members 
Entering Unmasked Estep 
Score: -22325162.000000 Penalty: 5943.873535
	Iteration 4Q: 3 clusters Score -2.232516e+07 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70476 members 
Mstep: Class 2 contains 89634 members 
Entering Unmasked Estep 
Score: -22329332.000000 Penalty: 5943.873535
	Iteration 5Q: 3 clusters Score -2.232933e+07 nChanged 9517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64835 members 
Mstep: Class 2 contains 95275 members 
Entering Unmasked Estep 
Score: -22335224.000000 Penalty: 5943.873535
	Iteration 6F: 3 clusters Score -2.233522e+07 nChanged 10878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57297 members 
Mstep: Class 2 contains 102813 members 
Entering Unmasked Estep 
Score: -22343058.000000 Penalty: 5943.873535
	Iteration 7F: 3 clusters Score -2.234306e+07 nChanged 11324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48687 members 
Mstep: Class 2 contains 111423 members 
Entering Unmasked Estep 
Score: -22352578.000000 Penalty: 5943.873535
	Iteration 8F: 3 clusters Score -2.235258e+07 nChanged 9870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40859 members 
Mstep: Class 2 contains 119251 members 
Entering Unmasked Estep 
Score: -22360398.000000 Penalty: 5943.873535
	Iteration 9F: 3 clusters Score -2.23604e+07 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 125647 members 
Entering Unmasked Estep 
Score: -22364858.000000 Penalty: 5943.873535
	Iteration 10Q: 3 clusters Score -2.236486e+07 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 131184 members 
Entering Unmasked Estep 
Score: -22367932.000000 Penalty: 5943.873535
	Iteration 11Q: 3 clusters Score -2.236793e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 136139 members 
Entering Unmasked Estep 
Score: -22369834.000000 Penalty: 5943.873535
	Iteration 12Q: 3 clusters Score -2.236983e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 140700 members 
Entering Unmasked Estep 
Score: -22371472.000000 Penalty: 5943.873535
	Iteration 13Q: 3 clusters Score -2.237147e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 144729 members 
Entering Unmasked Estep 
Score: -22372798.000000 Penalty: 5943.873535
	Iteration 14Q: 3 clusters Score -2.23728e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 148167 members 
Entering Unmasked Estep 
Score: -22374170.000000 Penalty: 5943.873535
	Iteration 15Q: 3 clusters Score -2.237417e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 150880 members 
Entering Unmasked Estep 
Score: -22375412.000000 Penalty: 5943.873535
	Iteration 16Q: 3 clusters Score -2.237541e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 152948 members 
Entering Unmasked Estep 
Score: -22376134.000000 Penalty: 5943.873535
	Iteration 17Q: 3 clusters Score -2.237613e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 154473 members 
Entering Unmasked Estep 
Score: -22376522.000000 Penalty: 5943.873535
	Iteration 18Q: 3 clusters Score -2.237652e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 155537 members 
Entering Unmasked Estep 
Score: -22377060.000000 Penalty: 5943.873535
	Iteration 19Q: 3 clusters Score -2.237706e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 156233 members 
Entering Unmasked Estep 
Score: -22377344.000000 Penalty: 5943.873535
	Iteration 20F: 3 clusters Score -2.237734e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 156746 members 
Entering Unmasked Estep 
Score: -22377492.000000 Penalty: 5943.873535
	Iteration 21Q: 3 clusters Score -2.237749e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 157100 members 
Entering Unmasked Estep 
Score: -22377514.000000 Penalty: 5943.873535
	Iteration 22Q: 3 clusters Score -2.237751e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 157340 members 
Entering Unmasked Estep 
Score: -22377576.000000 Penalty: 5943.873535
	Iteration 23Q: 3 clusters Score -2.237758e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 157508 members 
Entering Unmasked Estep 
Score: -22377534.000000 Penalty: 5943.873535
	Iteration 24Q: 3 clusters Score -2.237753e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 157630 members 
Entering Unmasked Estep 
Score: -22377604.000000 Penalty: 5943.873535
	Iteration 25Q: 3 clusters Score -2.23776e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 157713 members 
Entering Unmasked Estep 
Score: -22377656.000000 Penalty: 5943.873535
	Iteration 26Q: 3 clusters Score -2.237766e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 157782 members 
Entering Unmasked Estep 
Score: -22377600.000000 Penalty: 5943.873535
	Iteration 27Q: 3 clusters Score -2.23776e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 157838 members 
Entering Unmasked Estep 
Score: -22377640.000000 Penalty: 5943.873535
	Iteration 28Q: 3 clusters Score -2.237764e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 157868 members 
Entering Unmasked Estep 
Score: -22377660.000000 Penalty: 5943.873535
	Iteration 29Q: 3 clusters Score -2.237766e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 157885 members 
Entering Unmasked Estep 
Score: -22377650.000000 Penalty: 5943.873535
	Iteration 30Q: 3 clusters Score -2.237765e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 157917 members 
Entering Unmasked Estep 
Score: -22377632.000000 Penalty: 5943.873535
	Iteration 31Q: 3 clusters Score -2.237763e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 157941 members 
Entering Unmasked Estep 
Score: -22377624.000000 Penalty: 5943.873535
	Iteration 32Q: 3 clusters Score -2.237762e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 157964 members 
Entering Unmasked Estep 
Score: -22377646.000000 Penalty: 5943.873535
	Iteration 33Q: 3 clusters Score -2.237765e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 157982 members 
Entering Unmasked Estep 
Score: -22377624.000000 Penalty: 5943.873535
	Iteration 34Q: 3 clusters Score -2.237762e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 158003 members 
Entering Unmasked Estep 
Score: -22377624.000000 Penalty: 5943.873535
	Iteration 35Q: 3 clusters Score -2.237762e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 158023 members 
Entering Unmasked Estep 
Score: -22377624.000000 Penalty: 5943.873535
	Iteration 36Q: 3 clusters Score -2.237762e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 158042 members 
Entering Unmasked Estep 
Score: -22377622.000000 Penalty: 5943.873535
	Iteration 37Q: 3 clusters Score -2.237762e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 158061 members 
Entering Unmasked Estep 
Score: -22377622.000000 Penalty: 5943.873535
	Iteration 38Q: 3 clusters Score -2.237762e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 158068 members 
Entering Unmasked Estep 
Score: -22377636.000000 Penalty: 5943.873535
	Iteration 39Q: 3 clusters Score -2.237764e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 158071 members 
Entering Unmasked Estep 
Score: -22377636.000000 Penalty: 5943.873535
	Iteration 40F: 3 clusters Score -2.237764e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 158076 members 
Entering Unmasked Estep 
Score: -22377634.000000 Penalty: 5943.873535
	Iteration 41Q: 3 clusters Score -2.237763e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 158077 members 
Entering Unmasked Estep 
Score: -22377640.000000 Penalty: 5943.873535
	Iteration 42Q: 3 clusters Score -2.237764e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 158080 members 
Entering Unmasked Estep 
Score: -22377632.000000 Penalty: 5943.873535
	Iteration 43Q: 3 clusters Score -2.237763e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 158083 members 
Entering Unmasked Estep 
Score: -22377640.000000 Penalty: 5943.873535
	Iteration 44Q: 3 clusters Score -2.237764e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 158089 members 
Entering Unmasked Estep 
Score: -22377626.000000 Penalty: 5943.873535
	Iteration 45Q: 3 clusters Score -2.237763e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 158093 members 
Entering Unmasked Estep 
Score: -22377626.000000 Penalty: 5943.873535
	Iteration 46Q: 3 clusters Score -2.237763e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 158093 members 
Entering Unmasked Estep 
Score: -22377628.000000 Penalty: 5943.873535
	Iteration 47Q: 3 clusters Score -2.237763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 158090 members 
Entering Unmasked Estep 
Score: -22377624.000000 Penalty: 5943.873535
	Iteration 48Q: 3 clusters Score -2.237762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 158090 members 
Entering Unmasked Estep 
Score: -22377630.000000 Penalty: 5943.873535
	Iteration 49Q: 3 clusters Score -2.237763e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 158092 members 
Entering Unmasked Estep 
Score: -22377640.000000 Penalty: 5943.873535
	Iteration 50Q: 3 clusters Score -2.237764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 158098 members 
Entering Unmasked Estep 
Score: -22377652.000000 Penalty: 5943.873535
	Iteration 51Q: 3 clusters Score -2.237765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 158103 members 
Entering Unmasked Estep 
Score: -22377630.000000 Penalty: 5943.873535
	Iteration 52Q: 3 clusters Score -2.237763e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 158108 members 
Entering Unmasked Estep 
Score: -22377610.000000 Penalty: 5943.873535
	Iteration 53Q: 3 clusters Score -2.237761e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 158115 members 
Entering Unmasked Estep 
Score: -22377610.000000 Penalty: 5943.873535
	Iteration 54Q: 3 clusters Score -2.237761e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 158121 members 
Entering Unmasked Estep 
Score: -22377622.000000 Penalty: 5943.873535
	Iteration 55Q: 3 clusters Score -2.237762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 158123 members 
Entering Unmasked Estep 
Score: -22377618.000000 Penalty: 5943.873535
	Iteration 56Q: 3 clusters Score -2.237762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 158127 members 
Entering Unmasked Estep 
Score: -22377606.000000 Penalty: 5943.873535
	Iteration 57Q: 3 clusters Score -2.237761e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 158131 members 
Entering Unmasked Estep 
Score: -22377622.000000 Penalty: 5943.873535
	Iteration 58Q: 3 clusters Score -2.237762e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 158135 members 
Entering Unmasked Estep 
Score: -22377610.000000 Penalty: 5943.873535
	Iteration 59Q: 3 clusters Score -2.237761e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 158136 members 
Entering Unmasked Estep 
Score: -22377598.000000 Penalty: 5943.873535
	Iteration 60F: 3 clusters Score -2.23776e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -63989.636719 Penalty: 1566.656860
	Iteration 0F: 2 clusters Score -63989.64 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 267 members 
Entering Unmasked Estep 
Score: -62496.546875 Penalty: 3133.313721
	Iteration 0F: 3 clusters Score -62496.55 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -62782.429688 Penalty: 3133.313721
	Iteration 1F: 3 clusters Score -62782.43 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -62925.390625 Penalty: 3133.313721
	Iteration 2F: 3 clusters Score -62925.39 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -63046.566406 Penalty: 3133.313721
	Iteration 3Q: 3 clusters Score -63046.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -63168.738281 Penalty: 3133.313721
	Iteration 4Q: 3 clusters Score -63168.74 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -63311.195312 Penalty: 3133.313721
	Iteration 5Q: 3 clusters Score -63311.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -63468.859375 Penalty: 3133.313721
	Iteration 6Q: 3 clusters Score -63468.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -63650.281250 Penalty: 3133.313721
	Iteration 7Q: 3 clusters Score -63650.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -63737.210938 Penalty: 3133.313721
	Iteration 8Q: 3 clusters Score -63737.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -63773.976562 Penalty: 3133.313721
	Iteration 9Q: 3 clusters Score -63773.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -63779.980469 Penalty: 3133.313721
	Iteration 10Q: 3 clusters Score -63779.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -63781.894531 Penalty: 3133.313721
	Iteration 11Q: 3 clusters Score -63781.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -63782.222656 Penalty: 3133.313721
	Iteration 12F: 3 clusters Score -63782.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -63803.152344 Penalty: 3133.313721
	Iteration 13Q: 3 clusters Score -63803.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -63854.417969 Penalty: 3133.313721
	Iteration 14Q: 3 clusters Score -63854.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -63870.851562 Penalty: 3133.313721
	Iteration 15Q: 3 clusters Score -63870.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -63885.363281 Penalty: 3133.313721
	Iteration 16Q: 3 clusters Score -63885.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -63904.324219 Penalty: 3133.313721
	Iteration 17Q: 3 clusters Score -63904.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -63910.750000 Penalty: 3133.313721
	Iteration 18Q: 3 clusters Score -63910.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -63914.902344 Penalty: 3133.313721
	Iteration 19Q: 3 clusters Score -63914.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -63917.726562 Penalty: 3133.313721
	Iteration 20F: 3 clusters Score -63917.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -63924.886719 Penalty: 3133.313721
	Iteration 21Q: 3 clusters Score -63924.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -63934.371094 Penalty: 3133.313721
	Iteration 22Q: 3 clusters Score -63934.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -63934.371094 Penalty: 3133.313721
	Iteration 23F: 3 clusters Score -63934.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27492 members 
Mstep: Class 4 contains 9063 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 88042 members 
Mstep: Class 7 contains 18786 members 
Mstep: Class 8 contains 126336 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2064 members 
Mstep: Class 12 contains 164395 members 
Mstep: Class 13 contains 65380 members 
Mstep: Class 14 contains 33667 members 
Mstep: Class 15 contains 14409 members 
Mstep: Class 16 contains 176205 members 
Mstep: Class 17 contains 11835 members 
Mstep: Class 18 contains 17715 members 
Mstep: Class 19 contains 32748 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 160110 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704472.000000 Penalty: 88826.445312
Iteration 319Q: 27 clusters Score -1.327045e+08 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27496 members 
Mstep: Class 4 contains 9063 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 87950 members 
Mstep: Class 7 contains 18769 members 
Mstep: Class 8 contains 126322 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2064 members 
Mstep: Class 12 contains 164049 members 
Mstep: Class 13 contains 65391 members 
Mstep: Class 14 contains 33645 members 
Mstep: Class 15 contains 14402 members 
Mstep: Class 16 contains 176181 members 
Mstep: Class 17 contains 11828 members 
Mstep: Class 18 contains 17713 members 
Mstep: Class 19 contains 32735 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 160639 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704456.000000 Penalty: 88826.445312
Iteration 320F: 27 clusters Score -1.327045e+08 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27507 members 
Mstep: Class 4 contains 9054 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 87885 members 
Mstep: Class 7 contains 18763 members 
Mstep: Class 8 contains 126324 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2064 members 
Mstep: Class 12 contains 163684 members 
Mstep: Class 13 contains 65428 members 
Mstep: Class 14 contains 33639 members 
Mstep: Class 15 contains 14396 members 
Mstep: Class 16 contains 176159 members 
Mstep: Class 17 contains 11821 members 
Mstep: Class 18 contains 17709 members 
Mstep: Class 19 contains 32730 members 
Mstep: Class 20 contains 3932 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 161085 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704848.000000 Penalty: 88826.445312
Iteration 321Q: 27 clusters Score -1.327048e+08 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27513 members 
Mstep: Class 4 contains 9059 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 87815 members 
Mstep: Class 7 contains 18760 members 
Mstep: Class 8 contains 126318 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2063 members 
Mstep: Class 12 contains 163405 members 
Mstep: Class 13 contains 65450 members 
Mstep: Class 14 contains 33615 members 
Mstep: Class 15 contains 14379 members 
Mstep: Class 16 contains 176155 members 
Mstep: Class 17 contains 11806 members 
Mstep: Class 18 contains 17710 members 
Mstep: Class 19 contains 32709 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 161492 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705152.000000 Penalty: 88826.445312
Iteration 322Q: 27 clusters Score -1.327052e+08 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27519 members 
Mstep: Class 4 contains 9053 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 87759 members 
Mstep: Class 7 contains 18737 members 
Mstep: Class 8 contains 126318 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2061 members 
Mstep: Class 12 contains 163214 members 
Mstep: Class 13 contains 65488 members 
Mstep: Class 14 contains 33589 members 
Mstep: Class 15 contains 14365 members 
Mstep: Class 16 contains 176138 members 
Mstep: Class 17 contains 11778 members 
Mstep: Class 18 contains 17710 members 
Mstep: Class 19 contains 32682 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 161839 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705328.000000 Penalty: 88826.445312
Iteration 323Q: 27 clusters Score -1.327053e+08 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27527 members 
Mstep: Class 4 contains 9044 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 87696 members 
Mstep: Class 7 contains 18726 members 
Mstep: Class 8 contains 126309 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2061 members 
Mstep: Class 12 contains 163125 members 
Mstep: Class 13 contains 65508 members 
Mstep: Class 14 contains 33571 members 
Mstep: Class 15 contains 14348 members 
Mstep: Class 16 contains 176108 members 
Mstep: Class 17 contains 11756 members 
Mstep: Class 18 contains 17709 members 
Mstep: Class 19 contains 32650 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 162113 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705088.000000 Penalty: 88826.445312
Iteration 324Q: 27 clusters Score -1.327051e+08 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27539 members 
Mstep: Class 4 contains 9032 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87628 members 
Mstep: Class 7 contains 18709 members 
Mstep: Class 8 contains 126310 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 163074 members 
Mstep: Class 13 contains 65563 members 
Mstep: Class 14 contains 33538 members 
Mstep: Class 15 contains 14330 members 
Mstep: Class 16 contains 176100 members 
Mstep: Class 17 contains 11736 members 
Mstep: Class 18 contains 17710 members 
Mstep: Class 19 contains 32619 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 162304 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705280.000000 Penalty: 88826.445312
Iteration 325Q: 27 clusters Score -1.327053e+08 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27570 members 
Mstep: Class 4 contains 9022 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87532 members 
Mstep: Class 7 contains 18694 members 
Mstep: Class 8 contains 126304 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2059 members 
Mstep: Class 12 contains 163093 members 
Mstep: Class 13 contains 65601 members 
Mstep: Class 14 contains 33518 members 
Mstep: Class 15 contains 14328 members 
Mstep: Class 16 contains 176084 members 
Mstep: Class 17 contains 11723 members 
Mstep: Class 18 contains 17713 members 
Mstep: Class 19 contains 32602 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 162409 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705552.000000 Penalty: 88826.445312
Iteration 326Q: 27 clusters Score -1.327056e+08 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27597 members 
Mstep: Class 4 contains 9018 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87404 members 
Mstep: Class 7 contains 18689 members 
Mstep: Class 8 contains 126302 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2059 members 
Mstep: Class 12 contains 163174 members 
Mstep: Class 13 contains 65652 members 
Mstep: Class 14 contains 33506 members 
Mstep: Class 15 contains 14317 members 
Mstep: Class 16 contains 176064 members 
Mstep: Class 17 contains 11704 members 
Mstep: Class 18 contains 17714 members 
Mstep: Class 19 contains 32608 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 162443 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705608.000000 Penalty: 88826.445312
Iteration 327Q: 27 clusters Score -1.327056e+08 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27616 members 
Mstep: Class 4 contains 9013 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87300 members 
Mstep: Class 7 contains 18682 members 
Mstep: Class 8 contains 126312 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2059 members 
Mstep: Class 12 contains 163302 members 
Mstep: Class 13 contains 65694 members 
Mstep: Class 14 contains 33499 members 
Mstep: Class 15 contains 14306 members 
Mstep: Class 16 contains 176055 members 
Mstep: Class 17 contains 11691 members 
Mstep: Class 18 contains 17718 members 
Mstep: Class 19 contains 32596 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 162407 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705552.000000 Penalty: 88826.445312
Iteration 328Q: 27 clusters Score -1.327056e+08 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27627 members 
Mstep: Class 4 contains 9010 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87209 members 
Mstep: Class 7 contains 18674 members 
Mstep: Class 8 contains 126316 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 163507 members 
Mstep: Class 13 contains 65733 members 
Mstep: Class 14 contains 33493 members 
Mstep: Class 15 contains 14299 members 
Mstep: Class 16 contains 176034 members 
Mstep: Class 17 contains 11678 members 
Mstep: Class 18 contains 17720 members 
Mstep: Class 19 contains 32596 members 
Mstep: Class 20 contains 3932 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 162293 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705680.000000 Penalty: 88826.445312
Iteration 329Q: 27 clusters Score -1.327057e+08 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27645 members 
Mstep: Class 4 contains 9007 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87146 members 
Mstep: Class 7 contains 18667 members 
Mstep: Class 8 contains 126337 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 163771 members 
Mstep: Class 13 contains 65771 members 
Mstep: Class 14 contains 33471 members 
Mstep: Class 15 contains 14306 members 
Mstep: Class 16 contains 176021 members 
Mstep: Class 17 contains 11667 members 
Mstep: Class 18 contains 17721 members 
Mstep: Class 19 contains 32618 members 
Mstep: Class 20 contains 3932 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 162041 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705640.000000 Penalty: 88826.445312
Iteration 330Q: 27 clusters Score -1.327056e+08 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27648 members 
Mstep: Class 4 contains 9010 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87098 members 
Mstep: Class 7 contains 18663 members 
Mstep: Class 8 contains 126334 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 164112 members 
Mstep: Class 13 contains 65785 members 
Mstep: Class 14 contains 33477 members 
Mstep: Class 15 contains 14307 members 
Mstep: Class 16 contains 176022 members 
Mstep: Class 17 contains 11671 members 
Mstep: Class 18 contains 17726 members 
Mstep: Class 19 contains 32629 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 161708 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705456.000000 Penalty: 88826.445312
Iteration 331Q: 27 clusters Score -1.327055e+08 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27650 members 
Mstep: Class 4 contains 9011 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87045 members 
Mstep: Class 7 contains 18659 members 
Mstep: Class 8 contains 126342 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 164444 members 
Mstep: Class 13 contains 65809 members 
Mstep: Class 14 contains 33484 members 
Mstep: Class 15 contains 14308 members 
Mstep: Class 16 contains 176047 members 
Mstep: Class 17 contains 11665 members 
Mstep: Class 18 contains 17730 members 
Mstep: Class 19 contains 32645 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 161351 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705544.000000 Penalty: 88826.445312
Iteration 332Q: 27 clusters Score -1.327055e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27644 members 
Mstep: Class 4 contains 9011 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87001 members 
Mstep: Class 7 contains 18660 members 
Mstep: Class 8 contains 126346 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 164764 members 
Mstep: Class 13 contains 65822 members 
Mstep: Class 14 contains 33481 members 
Mstep: Class 15 contains 14317 members 
Mstep: Class 16 contains 176061 members 
Mstep: Class 17 contains 11660 members 
Mstep: Class 18 contains 17734 members 
Mstep: Class 19 contains 32673 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 161017 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705312.000000 Penalty: 88826.445312
Iteration 333Q: 27 clusters Score -1.327053e+08 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27641 members 
Mstep: Class 4 contains 9013 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 86982 members 
Mstep: Class 7 contains 18662 members 
Mstep: Class 8 contains 126344 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 165079 members 
Mstep: Class 13 contains 65850 members 
Mstep: Class 14 contains 33485 members 
Mstep: Class 15 contains 14314 members 
Mstep: Class 16 contains 176077 members 
Mstep: Class 17 contains 11658 members 
Mstep: Class 18 contains 17733 members 
Mstep: Class 19 contains 32699 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 160654 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705160.000000 Penalty: 88826.445312
Iteration 334Q: 27 clusters Score -1.327052e+08 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27628 members 
Mstep: Class 4 contains 9014 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 86973 members 
Mstep: Class 7 contains 18662 members 
Mstep: Class 8 contains 126340 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 165380 members 
Mstep: Class 13 contains 65864 members 
Mstep: Class 14 contains 33486 members 
Mstep: Class 15 contains 14310 members 
Mstep: Class 16 contains 176088 members 
Mstep: Class 17 contains 11652 members 
Mstep: Class 18 contains 17733 members 
Mstep: Class 19 contains 32716 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 160345 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704880.000000 Penalty: 88826.445312
Iteration 335Q: 27 clusters Score -1.327049e+08 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27631 members 
Mstep: Class 4 contains 9017 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 86954 members 
Mstep: Class 7 contains 18656 members 
Mstep: Class 8 contains 126338 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 165647 members 
Mstep: Class 13 contains 65880 members 
Mstep: Class 14 contains 33486 members 
Mstep: Class 15 contains 14303 members 
Mstep: Class 16 contains 176106 members 
Mstep: Class 17 contains 11653 members 
Mstep: Class 18 contains 17732 members 
Mstep: Class 19 contains 32719 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 160069 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704584.000000 Penalty: 88826.445312
Iteration 336Q: 27 clusters Score -1.327046e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27639 members 
Mstep: Class 4 contains 9020 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 86956 members 
Mstep: Class 7 contains 18656 members 
Mstep: Class 8 contains 126340 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4596 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 165893 members 
Mstep: Class 13 contains 65888 members 
Mstep: Class 14 contains 33483 members 
Mstep: Class 15 contains 14300 members 
Mstep: Class 16 contains 176136 members 
Mstep: Class 17 contains 11653 members 
Mstep: Class 18 contains 17732 members 
Mstep: Class 19 contains 32735 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159761 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704560.000000 Penalty: 88826.445312
Iteration 337Q: 27 clusters Score -1.327046e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27638 members 
Mstep: Class 4 contains 9018 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 86979 members 
Mstep: Class 7 contains 18653 members 
Mstep: Class 8 contains 126344 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4595 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 166141 members 
Mstep: Class 13 contains 65898 members 
Mstep: Class 14 contains 33485 members 
Mstep: Class 15 contains 14296 members 
Mstep: Class 16 contains 176159 members 
Mstep: Class 17 contains 11653 members 
Mstep: Class 18 contains 17728 members 
Mstep: Class 19 contains 32747 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159454 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704440.000000 Penalty: 88826.445312
Iteration 338Q: 27 clusters Score -1.327044e+08 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27643 members 
Mstep: Class 4 contains 9019 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 86997 members 
Mstep: Class 7 contains 18656 members 
Mstep: Class 8 contains 126351 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4595 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 166399 members 
Mstep: Class 13 contains 65909 members 
Mstep: Class 14 contains 33487 members 
Mstep: Class 15 contains 14287 members 
Mstep: Class 16 contains 176181 members 
Mstep: Class 17 contains 11660 members 
Mstep: Class 18 contains 17727 members 
Mstep: Class 19 contains 32752 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159125 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704496.000000 Penalty: 88826.445312
Iteration 339Q: 27 clusters Score -1.327045e+08 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27642 members 
Mstep: Class 4 contains 9020 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87003 members 
Mstep: Class 7 contains 18660 members 
Mstep: Class 8 contains 126350 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4595 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 166717 members 
Mstep: Class 13 contains 65916 members 
Mstep: Class 14 contains 33487 members 
Mstep: Class 15 contains 14281 members 
Mstep: Class 16 contains 176203 members 
Mstep: Class 17 contains 11661 members 
Mstep: Class 18 contains 17727 members 
Mstep: Class 19 contains 32746 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 158780 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704408.000000 Penalty: 88826.445312
Iteration 340F: 27 clusters Score -1.327044e+08 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27642 members 
Mstep: Class 4 contains 9018 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87011 members 
Mstep: Class 7 contains 18661 members 
Mstep: Class 8 contains 126352 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4595 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 167096 members 
Mstep: Class 13 contains 65922 members 
Mstep: Class 14 contains 33487 members 
Mstep: Class 15 contains 14278 members 
Mstep: Class 16 contains 176217 members 
Mstep: Class 17 contains 11667 members 
Mstep: Class 18 contains 17727 members 
Mstep: Class 19 contains 32749 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 158366 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704232.000000 Penalty: 88826.445312
Iteration 341Q: 27 clusters Score -1.327042e+08 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27640 members 
Mstep: Class 4 contains 9022 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87036 members 
Mstep: Class 7 contains 18662 members 
Mstep: Class 8 contains 126355 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4595 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 167493 members 
Mstep: Class 13 contains 65925 members 
Mstep: Class 14 contains 33490 members 
Mstep: Class 15 contains 14270 members 
Mstep: Class 16 contains 176239 members 
Mstep: Class 17 contains 11674 members 
Mstep: Class 18 contains 17728 members 
Mstep: Class 19 contains 32746 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 157913 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703872.000000 Penalty: 88826.445312
Iteration 342Q: 27 clusters Score -1.327039e+08 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27640 members 
Mstep: Class 4 contains 9026 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87074 members 
Mstep: Class 7 contains 18663 members 
Mstep: Class 8 contains 126355 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4595 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 167843 members 
Mstep: Class 13 contains 65936 members 
Mstep: Class 14 contains 33494 members 
Mstep: Class 15 contains 14259 members 
Mstep: Class 16 contains 176253 members 
Mstep: Class 17 contains 11685 members 
Mstep: Class 18 contains 17727 members 
Mstep: Class 19 contains 32755 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 157483 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703768.000000 Penalty: 88826.445312
Iteration 343Q: 27 clusters Score -1.327038e+08 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27630 members 
Mstep: Class 4 contains 9032 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87115 members 
Mstep: Class 7 contains 18666 members 
Mstep: Class 8 contains 126362 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4595 members 
Mstep: Class 11 contains 2059 members 
Mstep: Class 12 contains 168180 members 
Mstep: Class 13 contains 65937 members 
Mstep: Class 14 contains 33482 members 
Mstep: Class 15 contains 14263 members 
Mstep: Class 16 contains 176264 members 
Mstep: Class 17 contains 11695 members 
Mstep: Class 18 contains 17729 members 
Mstep: Class 19 contains 32777 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 157062 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703224.000000 Penalty: 88826.445312
Iteration 344Q: 27 clusters Score -1.327032e+08 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27621 members 
Mstep: Class 4 contains 9028 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87162 members 
Mstep: Class 7 contains 18658 members 
Mstep: Class 8 contains 126367 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4595 members 
Mstep: Class 11 contains 2059 members 
Mstep: Class 12 contains 168482 members 
Mstep: Class 13 contains 65931 members 
Mstep: Class 14 contains 33465 members 
Mstep: Class 15 contains 14264 members 
Mstep: Class 16 contains 176311 members 
Mstep: Class 17 contains 11702 members 
Mstep: Class 18 contains 17729 members 
Mstep: Class 19 contains 32831 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 156643 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703096.000000 Penalty: 88826.445312
Iteration 345Q: 27 clusters Score -1.327031e+08 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27622 members 
Mstep: Class 4 contains 9027 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87207 members 
Mstep: Class 7 contains 18656 members 
Mstep: Class 8 contains 126382 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4595 members 
Mstep: Class 11 contains 2059 members 
Mstep: Class 12 contains 168700 members 
Mstep: Class 13 contains 65915 members 
Mstep: Class 14 contains 33465 members 
Mstep: Class 15 contains 14271 members 
Mstep: Class 16 contains 176352 members 
Mstep: Class 17 contains 11705 members 
Mstep: Class 18 contains 17723 members 
Mstep: Class 19 contains 32870 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 156299 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703048.000000 Penalty: 88826.445312
Iteration 346Q: 27 clusters Score -1.32703e+08 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27619 members 
Mstep: Class 4 contains 9034 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87272 members 
Mstep: Class 7 contains 18657 members 
Mstep: Class 8 contains 126392 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4595 members 
Mstep: Class 11 contains 2058 members 
Mstep: Class 12 contains 168809 members 
Mstep: Class 13 contains 65887 members 
Mstep: Class 14 contains 33461 members 
Mstep: Class 15 contains 14280 members 
Mstep: Class 16 contains 176385 members 
Mstep: Class 17 contains 11715 members 
Mstep: Class 18 contains 17722 members 
Mstep: Class 19 contains 32905 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 156057 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702744.000000 Penalty: 88826.445312
Iteration 347Q: 27 clusters Score -1.327027e+08 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27612 members 
Mstep: Class 4 contains 9037 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87335 members 
Mstep: Class 7 contains 18665 members 
Mstep: Class 8 contains 126410 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4595 members 
Mstep: Class 11 contains 2058 members 
Mstep: Class 12 contains 168881 members 
Mstep: Class 13 contains 65854 members 
Mstep: Class 14 contains 33453 members 
Mstep: Class 15 contains 14287 members 
Mstep: Class 16 contains 176407 members 
Mstep: Class 17 contains 11722 members 
Mstep: Class 18 contains 17723 members 
Mstep: Class 19 contains 32947 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 155861 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702616.000000 Penalty: 88826.445312
Iteration 348Q: 27 clusters Score -1.327026e+08 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27604 members 
Mstep: Class 4 contains 9034 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87427 members 
Mstep: Class 7 contains 18669 members 
Mstep: Class 8 contains 126439 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4595 members 
Mstep: Class 11 contains 2059 members 
Mstep: Class 12 contains 168909 members 
Mstep: Class 13 contains 65841 members 
Mstep: Class 14 contains 33433 members 
Mstep: Class 15 contains 14285 members 
Mstep: Class 16 contains 176430 members 
Mstep: Class 17 contains 11717 members 
Mstep: Class 18 contains 17719 members 
Mstep: Class 19 contains 32986 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 155700 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702600.000000 Penalty: 88826.445312
Iteration 349Q: 27 clusters Score -1.327026e+08 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27592 members 
Mstep: Class 4 contains 9035 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87500 members 
Mstep: Class 7 contains 18678 members 
Mstep: Class 8 contains 126459 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4595 members 
Mstep: Class 11 contains 2059 members 
Mstep: Class 12 contains 168960 members 
Mstep: Class 13 contains 65836 members 
Mstep: Class 14 contains 33425 members 
Mstep: Class 15 contains 14285 members 
Mstep: Class 16 contains 176440 members 
Mstep: Class 17 contains 11709 members 
Mstep: Class 18 contains 17715 members 
Mstep: Class 19 contains 33000 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 155560 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702536.000000 Penalty: 88826.445312
Iteration 350Q: 27 clusters Score -1.327025e+08 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27589 members 
Mstep: Class 4 contains 9038 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87573 members 
Mstep: Class 7 contains 18677 members 
Mstep: Class 8 contains 126461 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4595 members 
Mstep: Class 11 contains 2059 members 
Mstep: Class 12 contains 169007 members 
Mstep: Class 13 contains 65821 members 
Mstep: Class 14 contains 33439 members 
Mstep: Class 15 contains 14293 members 
Mstep: Class 16 contains 176440 members 
Mstep: Class 17 contains 11701 members 
Mstep: Class 18 contains 17713 members 
Mstep: Class 19 contains 33026 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 155416 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702672.000000 Penalty: 88826.445312
Iteration 351Q: 27 clusters Score -1.327027e+08 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27579 members 
Mstep: Class 4 contains 9038 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87666 members 
Mstep: Class 7 contains 18682 members 
Mstep: Class 8 contains 126470 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4595 members 
Mstep: Class 11 contains 2059 members 
Mstep: Class 12 contains 168988 members 
Mstep: Class 13 contains 65814 members 
Mstep: Class 14 contains 33448 members 
Mstep: Class 15 contains 14305 members 
Mstep: Class 16 contains 176436 members 
Mstep: Class 17 contains 11690 members 
Mstep: Class 18 contains 17709 members 
Mstep: Class 19 contains 33055 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 155314 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702752.000000 Penalty: 88826.445312
Iteration 352Q: 27 clusters Score -1.327028e+08 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27574 members 
Mstep: Class 4 contains 9035 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87733 members 
Mstep: Class 7 contains 18696 members 
Mstep: Class 8 contains 126471 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4595 members 
Mstep: Class 11 contains 2059 members 
Mstep: Class 12 contains 168901 members 
Mstep: Class 13 contains 65806 members 
Mstep: Class 14 contains 33469 members 
Mstep: Class 15 contains 14313 members 
Mstep: Class 16 contains 176437 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 17706 members 
Mstep: Class 19 contains 33071 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 155294 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702728.000000 Penalty: 88826.445312
Iteration 353Q: 27 clusters Score -1.327027e+08 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27572 members 
Mstep: Class 4 contains 9038 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87818 members 
Mstep: Class 7 contains 18715 members 
Mstep: Class 8 contains 126475 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4595 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 168792 members 
Mstep: Class 13 contains 65806 members 
Mstep: Class 14 contains 33486 members 
Mstep: Class 15 contains 14318 members 
Mstep: Class 16 contains 176435 members 
Mstep: Class 17 contains 11683 members 
Mstep: Class 18 contains 17705 members 
Mstep: Class 19 contains 33077 members 
Mstep: Class 20 contains 3932 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 155271 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702584.000000 Penalty: 88826.445312
Iteration 354Q: 27 clusters Score -1.327026e+08 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27567 members 
Mstep: Class 4 contains 9044 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87860 members 
Mstep: Class 7 contains 18718 members 
Mstep: Class 8 contains 126493 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4596 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 168676 members 
Mstep: Class 13 contains 65802 members 
Mstep: Class 14 contains 33501 members 
Mstep: Class 15 contains 14330 members 
Mstep: Class 16 contains 176430 members 
Mstep: Class 17 contains 11682 members 
Mstep: Class 18 contains 17703 members 
Mstep: Class 19 contains 33079 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 155304 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702496.000000 Penalty: 88826.445312
Iteration 355Q: 27 clusters Score -1.327025e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27565 members 
Mstep: Class 4 contains 9047 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87900 members 
Mstep: Class 7 contains 18716 members 
Mstep: Class 8 contains 126516 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4596 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 168522 members 
Mstep: Class 13 contains 65790 members 
Mstep: Class 14 contains 33509 members 
Mstep: Class 15 contains 14346 members 
Mstep: Class 16 contains 176429 members 
Mstep: Class 17 contains 11686 members 
Mstep: Class 18 contains 17703 members 
Mstep: Class 19 contains 33062 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 155398 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702560.000000 Penalty: 88826.445312
Iteration 356Q: 27 clusters Score -1.327026e+08 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27565 members 
Mstep: Class 4 contains 9052 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87910 members 
Mstep: Class 7 contains 18721 members 
Mstep: Class 8 contains 126527 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4596 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 168359 members 
Mstep: Class 13 contains 65769 members 
Mstep: Class 14 contains 33524 members 
Mstep: Class 15 contains 14350 members 
Mstep: Class 16 contains 176419 members 
Mstep: Class 17 contains 11688 members 
Mstep: Class 18 contains 17697 members 
Mstep: Class 19 contains 33060 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 155548 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702496.000000 Penalty: 88826.445312
Iteration 357Q: 27 clusters Score -1.327025e+08 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27567 members 
Mstep: Class 4 contains 9053 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87928 members 
Mstep: Class 7 contains 18729 members 
Mstep: Class 8 contains 126538 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4596 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 168207 members 
Mstep: Class 13 contains 65733 members 
Mstep: Class 14 contains 33545 members 
Mstep: Class 15 contains 14348 members 
Mstep: Class 16 contains 176406 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 17695 members 
Mstep: Class 19 contains 33060 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 155693 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702560.000000 Penalty: 88826.445312
Iteration 358Q: 27 clusters Score -1.327026e+08 nChanged 628
Entering ConstructFrom: 
Score: -132702560.000000 Penalty: 88826.445312
Entering ConstructFrom: 
Trying to split cluster 1 (291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Entering Unmasked Estep 
Score: -30608.035156 Penalty: 1406.984131
	Iteration 0F: 2 clusters Score -30608.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -29340.789062 Penalty: 2813.968262
	Iteration 0F: 3 clusters Score -29340.79 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -29500.125000 Penalty: 2813.968262
	Iteration 1F: 3 clusters Score -29500.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29571.912109 Penalty: 2813.968262
	Iteration 2F: 3 clusters Score -29571.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -29602.216797 Penalty: 2813.968262
	Iteration 3Q: 3 clusters Score -29602.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -29629.470703 Penalty: 2813.968262
	Iteration 4Q: 3 clusters Score -29629.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -29645.958984 Penalty: 2813.968262
	Iteration 5Q: 3 clusters Score -29645.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -29657.296875 Penalty: 2813.968262
	Iteration 6Q: 3 clusters Score -29657.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -29663.126953 Penalty: 2813.968262
	Iteration 7Q: 3 clusters Score -29663.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -29665.117188 Penalty: 2813.968262
	Iteration 8Q: 3 clusters Score -29665.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -29665.117188 Penalty: 2813.968262
	Iteration 9F: 3 clusters Score -29665.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -52076.812500 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -52076.81 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 227 members 
Entering Unmasked Estep 
Score: -50650.363281 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -50650.36 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50881.593750 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -50881.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50986.234375 Penalty: 3007.637451
	Iteration 2F: 3 clusters Score -50986.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -51130.355469 Penalty: 3007.637451
	Iteration 3Q: 3 clusters Score -51130.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -51243.472656 Penalty: 3007.637451
	Iteration 4Q: 3 clusters Score -51243.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -51333.421875 Penalty: 3007.637451
	Iteration 5Q: 3 clusters Score -51333.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -51430.214844 Penalty: 3007.637451
	Iteration 6Q: 3 clusters Score -51430.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -51488.515625 Penalty: 3007.637451
	Iteration 7Q: 3 clusters Score -51488.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -51544.382812 Penalty: 3007.637451
	Iteration 8Q: 3 clusters Score -51544.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -51637.781250 Penalty: 3007.637451
	Iteration 9Q: 3 clusters Score -51637.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -51679.023438 Penalty: 3007.637451
	Iteration 10Q: 3 clusters Score -51679.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -51695.265625 Penalty: 3007.637451
	Iteration 11Q: 3 clusters Score -51695.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -51707.398438 Penalty: 3007.637451
	Iteration 12Q: 3 clusters Score -51707.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -51719.355469 Penalty: 3007.637451
	Iteration 13Q: 3 clusters Score -51719.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -51729.613281 Penalty: 3007.637451
	Iteration 14Q: 3 clusters Score -51729.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -51736.734375 Penalty: 3007.637451
	Iteration 15Q: 3 clusters Score -51736.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -51741.171875 Penalty: 3007.637451
	Iteration 16Q: 3 clusters Score -51741.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -51751.582031 Penalty: 3007.637451
	Iteration 17Q: 3 clusters Score -51751.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -51767.871094 Penalty: 3007.637451
	Iteration 18Q: 3 clusters Score -51767.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -51774.792969 Penalty: 3007.637451
	Iteration 19Q: 3 clusters Score -51774.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -51788.562500 Penalty: 3007.637451
	Iteration 20F: 3 clusters Score -51788.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -51808.371094 Penalty: 3007.637451
	Iteration 21Q: 3 clusters Score -51808.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -51814.984375 Penalty: 3007.637451
	Iteration 22Q: 3 clusters Score -51814.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -51820.988281 Penalty: 3007.637451
	Iteration 23Q: 3 clusters Score -51820.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -51830.480469 Penalty: 3007.637451
	Iteration 24Q: 3 clusters Score -51830.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -51833.566406 Penalty: 3007.637451
	Iteration 25Q: 3 clusters Score -51833.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -51833.566406 Penalty: 3007.637451
	Iteration 26F: 3 clusters Score -51833.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Entering Unmasked Estep 
Score: -3754530.250000 Penalty: 2535.725830
	Iteration 0F: 2 clusters Score -3754530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -3735428.000000 Penalty: 5071.451660
	Iteration 0F: 3 clusters Score -3735428 nChanged 12478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -3742313.500000 Penalty: 5071.451660
	Iteration 1F: 3 clusters Score -3742314 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -3743327.500000 Penalty: 5071.451660
	Iteration 2F: 3 clusters Score -3743328 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -3744732.500000 Penalty: 5071.451660
	Iteration 3F: 3 clusters Score -3744732 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -3746331.750000 Penalty: 5071.451660
	Iteration 4F: 3 clusters Score -3746332 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -3747962.000000 Penalty: 5071.451660
	Iteration 5F: 3 clusters Score -3747962 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -3749410.000000 Penalty: 5071.451660
	Iteration 6F: 3 clusters Score -3749410 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -3750550.500000 Penalty: 5071.451660
	Iteration 7F: 3 clusters Score -3750550 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -3751372.500000 Penalty: 5071.451660
	Iteration 8Q: 3 clusters Score -3751372 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -3752003.000000 Penalty: 5071.451660
	Iteration 9Q: 3 clusters Score -3752003 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -3752509.500000 Penalty: 5071.451660
	Iteration 10Q: 3 clusters Score -3752510 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -3752945.000000 Penalty: 5071.451660
	Iteration 11Q: 3 clusters Score -3752945 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -3753314.000000 Penalty: 5071.451660
	Iteration 12Q: 3 clusters Score -3753314 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -3753605.250000 Penalty: 5071.451660
	Iteration 13Q: 3 clusters Score -3753605 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -3753878.500000 Penalty: 5071.451660
	Iteration 14Q: 3 clusters Score -3753878 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -3754172.500000 Penalty: 5071.451660
	Iteration 15Q: 3 clusters Score -3754172 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -3754384.500000 Penalty: 5071.451660
	Iteration 16Q: 3 clusters Score -3754384 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -3754502.750000 Penalty: 5071.451660
	Iteration 17Q: 3 clusters Score -3754503 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -3754571.000000 Penalty: 5071.451660
	Iteration 18Q: 3 clusters Score -3754571 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -3754610.500000 Penalty: 5071.451660
	Iteration 19Q: 3 clusters Score -3754610 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -3754628.000000 Penalty: 5071.451660
	Iteration 20F: 3 clusters Score -3754628 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -3754651.250000 Penalty: 5071.451660
	Iteration 21Q: 3 clusters Score -3754651 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -3754662.750000 Penalty: 5071.451660
	Iteration 22Q: 3 clusters Score -3754663 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -3754666.750000 Penalty: 5071.451660
	Iteration 23Q: 3 clusters Score -3754667 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -3754677.250000 Penalty: 5071.451660
	Iteration 24Q: 3 clusters Score -3754677 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -3754680.750000 Penalty: 5071.451660
	Iteration 25Q: 3 clusters Score -3754681 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -3754687.750000 Penalty: 5071.451660
	Iteration 26Q: 3 clusters Score -3754688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -3754687.250000 Penalty: 5071.451660
	Iteration 27Q: 3 clusters Score -3754687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -3754693.250000 Penalty: 5071.451660
	Iteration 28Q: 3 clusters Score -3754693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -3754697.750000 Penalty: 5071.451660
	Iteration 29Q: 3 clusters Score -3754698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -3754705.500000 Penalty: 5071.451660
	Iteration 30Q: 3 clusters Score -3754706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -3754703.000000 Penalty: 5071.451660
	Iteration 31Q: 3 clusters Score -3754703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -3754701.250000 Penalty: 5071.451660
	Iteration 32Q: 3 clusters Score -3754701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -3754701.250000 Penalty: 5071.451660
	Iteration 33F: 3 clusters Score -3754701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 1507 members 
Mstep: Class 4 contains 9055 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87964 members 
Mstep: Class 7 contains 18734 members 
Mstep: Class 8 contains 126552 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4596 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 168024 members 
Mstep: Class 13 contains 65692 members 
Mstep: Class 14 contains 33549 members 
Mstep: Class 15 contains 14357 members 
Mstep: Class 16 contains 176407 members 
Mstep: Class 17 contains 11681 members 
Mstep: Class 18 contains 17695 members 
Mstep: Class 19 contains 33060 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 155843 members 
Mstep: Class 26 contains 554 members 
Mstep: Class 27 contains 26069 members 
Entering Unmasked Estep 
Score: -132701928.000000 Penalty: 92242.843750
Splitting cluster 3 changes total score from -132702560.000000 to -132701928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (9055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Entering Unmasked Estep 
Score: -1216303.875000 Penalty: 2259.545898
	Iteration 0F: 2 clusters Score -1216304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1209162.875000 Penalty: 4519.091797
	Iteration 0F: 3 clusters Score -1209163 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1211307.500000 Penalty: 4519.091797
	Iteration 1F: 3 clusters Score -1211308 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1211722.000000 Penalty: 4519.091797
	Iteration 2F: 3 clusters Score -1211722 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1212195.750000 Penalty: 4519.091797
	Iteration 3F: 3 clusters Score -1212196 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1212758.000000 Penalty: 4519.091797
	Iteration 4F: 3 clusters Score -1212758 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1213324.375000 Penalty: 4519.091797
	Iteration 5F: 3 clusters Score -1213324 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1213813.000000 Penalty: 4519.091797
	Iteration 6F: 3 clusters Score -1213813 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1214194.750000 Penalty: 4519.091797
	Iteration 7F: 3 clusters Score -1214195 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1214568.875000 Penalty: 4519.091797
	Iteration 8F: 3 clusters Score -1214569 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1214905.250000 Penalty: 4519.091797
	Iteration 9Q: 3 clusters Score -1214905 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1215175.875000 Penalty: 4519.091797
	Iteration 10Q: 3 clusters Score -1215176 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1215351.500000 Penalty: 4519.091797
	Iteration 11Q: 3 clusters Score -1215352 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1215460.875000 Penalty: 4519.091797
	Iteration 12Q: 3 clusters Score -1215461 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1215531.875000 Penalty: 4519.091797
	Iteration 13Q: 3 clusters Score -1215532 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1215583.875000 Penalty: 4519.091797
	Iteration 14Q: 3 clusters Score -1215584 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1215619.250000 Penalty: 4519.091797
	Iteration 15Q: 3 clusters Score -1215619 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1215647.750000 Penalty: 4519.091797
	Iteration 16Q: 3 clusters Score -1215648 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1215669.250000 Penalty: 4519.091797
	Iteration 17Q: 3 clusters Score -1215669 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1215686.875000 Penalty: 4519.091797
	Iteration 18Q: 3 clusters Score -1215687 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1215707.250000 Penalty: 4519.091797
	Iteration 19Q: 3 clusters Score -1215707 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1215730.250000 Penalty: 4519.091797
	Iteration 20F: 3 clusters Score -1215730 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1215753.875000 Penalty: 4519.091797
	Iteration 21Q: 3 clusters Score -1215754 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1215774.000000 Penalty: 4519.091797
	Iteration 22Q: 3 clusters Score -1215774 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1215794.875000 Penalty: 4519.091797
	Iteration 23Q: 3 clusters Score -1215795 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1215807.750000 Penalty: 4519.091797
	Iteration 24Q: 3 clusters Score -1215808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1215816.875000 Penalty: 4519.091797
	Iteration 25Q: 3 clusters Score -1215817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1215821.000000 Penalty: 4519.091797
	Iteration 26Q: 3 clusters Score -1215821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1215822.625000 Penalty: 4519.091797
	Iteration 27Q: 3 clusters Score -1215823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1215828.125000 Penalty: 4519.091797
	Iteration 28Q: 3 clusters Score -1215828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1215830.500000 Penalty: 4519.091797
	Iteration 29Q: 3 clusters Score -1215830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1215833.625000 Penalty: 4519.091797
	Iteration 30Q: 3 clusters Score -1215834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1215835.000000 Penalty: 4519.091797
	Iteration 31Q: 3 clusters Score -1215835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1215836.375000 Penalty: 4519.091797
	Iteration 32Q: 3 clusters Score -1215836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1215837.500000 Penalty: 4519.091797
	Iteration 33Q: 3 clusters Score -1215838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1215839.875000 Penalty: 4519.091797
	Iteration 34Q: 3 clusters Score -1215840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1215844.375000 Penalty: 4519.091797
	Iteration 35Q: 3 clusters Score -1215844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1215844.875000 Penalty: 4519.091797
	Iteration 36Q: 3 clusters Score -1215845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1215844.875000 Penalty: 4519.091797
	Iteration 37F: 3 clusters Score -1215845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -58316.890625 Penalty: 1522.156372
	Iteration 0F: 2 clusters Score -58316.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -56902.812500 Penalty: 3044.312744
	Iteration 0F: 3 clusters Score -56902.81 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -57098.882812 Penalty: 3044.312744
	Iteration 1F: 3 clusters Score -57098.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -57214.128906 Penalty: 3044.312744
	Iteration 2F: 3 clusters Score -57214.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -57274.171875 Penalty: 3044.312744
	Iteration 3Q: 3 clusters Score -57274.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -57328.667969 Penalty: 3044.312744
	Iteration 4Q: 3 clusters Score -57328.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -57384.386719 Penalty: 3044.312744
	Iteration 5Q: 3 clusters Score -57384.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -57436.023438 Penalty: 3044.312744
	Iteration 6Q: 3 clusters Score -57436.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -57465.984375 Penalty: 3044.312744
	Iteration 7Q: 3 clusters Score -57465.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -57471.898438 Penalty: 3044.312744
	Iteration 8Q: 3 clusters Score -57471.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -57474.203125 Penalty: 3044.312744
	Iteration 9Q: 3 clusters Score -57474.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -57480.308594 Penalty: 3044.312744
	Iteration 10Q: 3 clusters Score -57480.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -57481.628906 Penalty: 3044.312744
	Iteration 11Q: 3 clusters Score -57481.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -57481.628906 Penalty: 3044.312744
	Iteration 12F: 3 clusters Score -57481.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (87964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87964 members 
Entering Unmasked Estep 
Score: -12432489.000000 Penalty: 2823.401367
	Iteration 0F: 2 clusters Score -1.243249e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43814 members 
Mstep: Class 2 contains 44150 members 
Entering Unmasked Estep 
Score: -12373922.000000 Penalty: 5646.802734
	Iteration 0F: 3 clusters Score -1.237392e+07 nChanged 41428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 45688 members 
Entering Unmasked Estep 
Score: -12396979.000000 Penalty: 5646.802734
	Iteration 1F: 3 clusters Score -1.239698e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 46671 members 
Entering Unmasked Estep 
Score: -12397527.000000 Penalty: 5646.802734
	Iteration 2Q: 3 clusters Score -1.239753e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39739 members 
Mstep: Class 2 contains 48225 members 
Entering Unmasked Estep 
Score: -12398307.000000 Penalty: 5646.802734
	Iteration 3Q: 3 clusters Score -1.239831e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 50541 members 
Entering Unmasked Estep 
Score: -12399462.000000 Penalty: 5646.802734
	Iteration 4Q: 3 clusters Score -1.239946e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 54038 members 
Entering Unmasked Estep 
Score: -12401232.000000 Penalty: 5646.802734
	Iteration 5Q: 3 clusters Score -1.240123e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 58929 members 
Entering Unmasked Estep 
Score: -12404342.000000 Penalty: 5646.802734
	Iteration 6F: 3 clusters Score -1.240434e+07 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 65567 members 
Entering Unmasked Estep 
Score: -12409485.000000 Penalty: 5646.802734
	Iteration 7F: 3 clusters Score -1.240948e+07 nChanged 7500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 73049 members 
Entering Unmasked Estep 
Score: -12416257.000000 Penalty: 5646.802734
	Iteration 8F: 3 clusters Score -1.241626e+07 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 79676 members 
Entering Unmasked Estep 
Score: -12422603.000000 Penalty: 5646.802734
	Iteration 9F: 3 clusters Score -1.24226e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 84030 members 
Entering Unmasked Estep 
Score: -12426675.000000 Penalty: 5646.802734
	Iteration 10Q: 3 clusters Score -1.242668e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 86118 members 
Entering Unmasked Estep 
Score: -12428655.000000 Penalty: 5646.802734
	Iteration 11Q: 3 clusters Score -1.242866e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 86948 members 
Entering Unmasked Estep 
Score: -12429466.000000 Penalty: 5646.802734
	Iteration 12Q: 3 clusters Score -1.242947e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 87250 members 
Entering Unmasked Estep 
Score: -12429739.000000 Penalty: 5646.802734
	Iteration 13Q: 3 clusters Score -1.242974e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 87379 members 
Entering Unmasked Estep 
Score: -12429912.000000 Penalty: 5646.802734
	Iteration 14Q: 3 clusters Score -1.242991e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 87442 members 
Entering Unmasked Estep 
Score: -12430042.000000 Penalty: 5646.802734
	Iteration 15Q: 3 clusters Score -1.243004e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 87481 members 
Entering Unmasked Estep 
Score: -12430097.000000 Penalty: 5646.802734
	Iteration 16Q: 3 clusters Score -1.24301e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 87491 members 
Entering Unmasked Estep 
Score: -12430137.000000 Penalty: 5646.802734
	Iteration 17Q: 3 clusters Score -1.243014e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 87494 members 
Entering Unmasked Estep 
Score: -12430181.000000 Penalty: 5646.802734
	Iteration 18Q: 3 clusters Score -1.243018e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 87500 members 
Entering Unmasked Estep 
Score: -12430192.000000 Penalty: 5646.802734
	Iteration 19Q: 3 clusters Score -1.243019e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 87504 members 
Entering Unmasked Estep 
Score: -12430209.000000 Penalty: 5646.802734
	Iteration 20F: 3 clusters Score -1.243021e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 87502 members 
Entering Unmasked Estep 
Score: -12430217.000000 Penalty: 5646.802734
	Iteration 21Q: 3 clusters Score -1.243022e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 87505 members 
Entering Unmasked Estep 
Score: -12430226.000000 Penalty: 5646.802734
	Iteration 22Q: 3 clusters Score -1.243023e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 87509 members 
Entering Unmasked Estep 
Score: -12430228.000000 Penalty: 5646.802734
	Iteration 23Q: 3 clusters Score -1.243023e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 87513 members 
Entering Unmasked Estep 
Score: -12430238.000000 Penalty: 5646.802734
	Iteration 24Q: 3 clusters Score -1.243024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 87517 members 
Entering Unmasked Estep 
Score: -12430240.000000 Penalty: 5646.802734
	Iteration 25Q: 3 clusters Score -1.243024e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 87522 members 
Entering Unmasked Estep 
Score: -12430232.000000 Penalty: 5646.802734
	Iteration 26Q: 3 clusters Score -1.243023e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 87521 members 
Entering Unmasked Estep 
Score: -12430241.000000 Penalty: 5646.802734
	Iteration 27Q: 3 clusters Score -1.243024e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 87526 members 
Entering Unmasked Estep 
Score: -12430247.000000 Penalty: 5646.802734
	Iteration 28Q: 3 clusters Score -1.243025e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 87532 members 
Entering Unmasked Estep 
Score: -12430257.000000 Penalty: 5646.802734
	Iteration 29Q: 3 clusters Score -1.243026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 87533 members 
Entering Unmasked Estep 
Score: -12430264.000000 Penalty: 5646.802734
	Iteration 30Q: 3 clusters Score -1.243026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 87534 members 
Entering Unmasked Estep 
Score: -12430259.000000 Penalty: 5646.802734
	Iteration 31Q: 3 clusters Score -1.243026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 87536 members 
Entering Unmasked Estep 
Score: -12430265.000000 Penalty: 5646.802734
	Iteration 32Q: 3 clusters Score -1.243026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 87537 members 
Entering Unmasked Estep 
Score: -12430268.000000 Penalty: 5646.802734
	Iteration 33Q: 3 clusters Score -1.243027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 87538 members 
Entering Unmasked Estep 
Score: -12430258.000000 Penalty: 5646.802734
	Iteration 34Q: 3 clusters Score -1.243026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 87540 members 
Entering Unmasked Estep 
Score: -12430271.000000 Penalty: 5646.802734
	Iteration 35Q: 3 clusters Score -1.243027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 87539 members 
Entering Unmasked Estep 
Score: -12430270.000000 Penalty: 5646.802734
	Iteration 36Q: 3 clusters Score -1.243027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 87539 members 
Entering Unmasked Estep 
Score: -12430270.000000 Penalty: 5646.802734
	Iteration 37Q: 3 clusters Score -1.243027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 87540 members 
Entering Unmasked Estep 
Score: -12430270.000000 Penalty: 5646.802734
	Iteration 38Q: 3 clusters Score -1.243027e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 87543 members 
Entering Unmasked Estep 
Score: -12430274.000000 Penalty: 5646.802734
	Iteration 39Q: 3 clusters Score -1.243027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 87545 members 
Entering Unmasked Estep 
Score: -12430273.000000 Penalty: 5646.802734
	Iteration 40F: 3 clusters Score -1.243027e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 87545 members 
Entering Unmasked Estep 
Score: -12430286.000000 Penalty: 5646.802734
	Iteration 41Q: 3 clusters Score -1.243029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 87547 members 
Entering Unmasked Estep 
Score: -12430280.000000 Penalty: 5646.802734
	Iteration 42Q: 3 clusters Score -1.243028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 87548 members 
Entering Unmasked Estep 
Score: -12430282.000000 Penalty: 5646.802734
	Iteration 43Q: 3 clusters Score -1.243028e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 87548 members 
Entering Unmasked Estep 
Score: -12430282.000000 Penalty: 5646.802734
	Iteration 44F: 3 clusters Score -1.243028e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Entering Unmasked Estep 
Score: -2667494.750000 Penalty: 2439.847656
	Iteration 0F: 2 clusters Score -2667495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2654245.250000 Penalty: 4879.695312
	Iteration 0F: 3 clusters Score -2654245 nChanged 8279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2658730.500000 Penalty: 4879.695312
	Iteration 1F: 3 clusters Score -2658730 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -2659090.500000 Penalty: 4879.695312
	Iteration 2F: 3 clusters Score -2659090 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -2659395.250000 Penalty: 4879.695312
	Iteration 3Q: 3 clusters Score -2659395 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -2659707.250000 Penalty: 4879.695312
	Iteration 4Q: 3 clusters Score -2659707 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -2660039.250000 Penalty: 4879.695312
	Iteration 5Q: 3 clusters Score -2660039 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -2660465.000000 Penalty: 4879.695312
	Iteration 6Q: 3 clusters Score -2660465 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -2661065.500000 Penalty: 4879.695312
	Iteration 7F: 3 clusters Score -2661066 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -2661885.000000 Penalty: 4879.695312
	Iteration 8F: 3 clusters Score -2661885 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -2662757.000000 Penalty: 4879.695312
	Iteration 9F: 3 clusters Score -2662757 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2663610.250000 Penalty: 4879.695312
	Iteration 10F: 3 clusters Score -2663610 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2664257.000000 Penalty: 4879.695312
	Iteration 11Q: 3 clusters Score -2664257 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2664673.500000 Penalty: 4879.695312
	Iteration 12Q: 3 clusters Score -2664674 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2664921.750000 Penalty: 4879.695312
	Iteration 13Q: 3 clusters Score -2664922 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2665080.750000 Penalty: 4879.695312
	Iteration 14Q: 3 clusters Score -2665081 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2665176.250000 Penalty: 4879.695312
	Iteration 15Q: 3 clusters Score -2665176 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2665223.500000 Penalty: 4879.695312
	Iteration 16Q: 3 clusters Score -2665224 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2665257.250000 Penalty: 4879.695312
	Iteration 17Q: 3 clusters Score -2665257 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2665278.500000 Penalty: 4879.695312
	Iteration 18Q: 3 clusters Score -2665278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2665301.000000 Penalty: 4879.695312
	Iteration 19Q: 3 clusters Score -2665301 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2665310.250000 Penalty: 4879.695312
	Iteration 20F: 3 clusters Score -2665310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2665323.750000 Penalty: 4879.695312
	Iteration 21Q: 3 clusters Score -2665324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2665332.000000 Penalty: 4879.695312
	Iteration 22Q: 3 clusters Score -2665332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2665338.750000 Penalty: 4879.695312
	Iteration 23Q: 3 clusters Score -2665339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2665357.000000 Penalty: 4879.695312
	Iteration 24Q: 3 clusters Score -2665357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2665371.250000 Penalty: 4879.695312
	Iteration 25Q: 3 clusters Score -2665371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2665373.000000 Penalty: 4879.695312
	Iteration 26Q: 3 clusters Score -2665373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2665376.000000 Penalty: 4879.695312
	Iteration 27Q: 3 clusters Score -2665376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2665377.500000 Penalty: 4879.695312
	Iteration 28Q: 3 clusters Score -2665378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2665377.500000 Penalty: 4879.695312
	Iteration 29F: 3 clusters Score -2665378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (126552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126552 members 
Entering Unmasked Estep 
Score: -17926860.000000 Penalty: 2913.605225
	Iteration 0F: 2 clusters Score -1.792686e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63326 members 
Mstep: Class 2 contains 63226 members 
Entering Unmasked Estep 
Score: -17845888.000000 Penalty: 5827.210449
	Iteration 0F: 3 clusters Score -1.784589e+07 nChanged 60080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63132 members 
Mstep: Class 2 contains 63420 members 
Entering Unmasked Estep 
Score: -17880556.000000 Penalty: 5827.210449
	Iteration 1F: 3 clusters Score -1.788056e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62874 members 
Mstep: Class 2 contains 63678 members 
Entering Unmasked Estep 
Score: -17881620.000000 Penalty: 5827.210449
	Iteration 2Q: 3 clusters Score -1.788162e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62515 members 
Mstep: Class 2 contains 64037 members 
Entering Unmasked Estep 
Score: -17882964.000000 Penalty: 5827.210449
	Iteration 3Q: 3 clusters Score -1.788296e+07 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61916 members 
Mstep: Class 2 contains 64636 members 
Entering Unmasked Estep 
Score: -17884642.000000 Penalty: 5827.210449
	Iteration 4Q: 3 clusters Score -1.788464e+07 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61061 members 
Mstep: Class 2 contains 65491 members 
Entering Unmasked Estep 
Score: -17887180.000000 Penalty: 5827.210449
	Iteration 5Q: 3 clusters Score -1.788718e+07 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59944 members 
Mstep: Class 2 contains 66608 members 
Entering Unmasked Estep 
Score: -17890460.000000 Penalty: 5827.210449
	Iteration 6F: 3 clusters Score -1.789046e+07 nChanged 7191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58597 members 
Mstep: Class 2 contains 67955 members 
Entering Unmasked Estep 
Score: -17895040.000000 Penalty: 5827.210449
	Iteration 7F: 3 clusters Score -1.789504e+07 nChanged 7949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57136 members 
Mstep: Class 2 contains 69416 members 
Entering Unmasked Estep 
Score: -17901014.000000 Penalty: 5827.210449
	Iteration 8F: 3 clusters Score -1.790101e+07 nChanged 7811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55949 members 
Mstep: Class 2 contains 70603 members 
Entering Unmasked Estep 
Score: -17906414.000000 Penalty: 5827.210449
	Iteration 9F: 3 clusters Score -1.790641e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55164 members 
Mstep: Class 2 contains 71388 members 
Entering Unmasked Estep 
Score: -17908908.000000 Penalty: 5827.210449
	Iteration 10Q: 3 clusters Score -1.790891e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54560 members 
Mstep: Class 2 contains 71992 members 
Entering Unmasked Estep 
Score: -17909872.000000 Penalty: 5827.210449
	Iteration 11Q: 3 clusters Score -1.790987e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53924 members 
Mstep: Class 2 contains 72628 members 
Entering Unmasked Estep 
Score: -17910176.000000 Penalty: 5827.210449
	Iteration 12Q: 3 clusters Score -1.791018e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53245 members 
Mstep: Class 2 contains 73307 members 
Entering Unmasked Estep 
Score: -17910500.000000 Penalty: 5827.210449
	Iteration 13Q: 3 clusters Score -1.79105e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52532 members 
Mstep: Class 2 contains 74020 members 
Entering Unmasked Estep 
Score: -17910776.000000 Penalty: 5827.210449
	Iteration 14Q: 3 clusters Score -1.791078e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51787 members 
Mstep: Class 2 contains 74765 members 
Entering Unmasked Estep 
Score: -17910998.000000 Penalty: 5827.210449
	Iteration 15Q: 3 clusters Score -1.7911e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51013 members 
Mstep: Class 2 contains 75539 members 
Entering Unmasked Estep 
Score: -17911370.000000 Penalty: 5827.210449
	Iteration 16Q: 3 clusters Score -1.791137e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50198 members 
Mstep: Class 2 contains 76354 members 
Entering Unmasked Estep 
Score: -17911700.000000 Penalty: 5827.210449
	Iteration 17Q: 3 clusters Score -1.79117e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49316 members 
Mstep: Class 2 contains 77236 members 
Entering Unmasked Estep 
Score: -17911966.000000 Penalty: 5827.210449
	Iteration 18Q: 3 clusters Score -1.791197e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48372 members 
Mstep: Class 2 contains 78180 members 
Entering Unmasked Estep 
Score: -17912282.000000 Penalty: 5827.210449
	Iteration 19Q: 3 clusters Score -1.791228e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47364 members 
Mstep: Class 2 contains 79188 members 
Entering Unmasked Estep 
Score: -17912630.000000 Penalty: 5827.210449
	Iteration 20F: 3 clusters Score -1.791263e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46228 members 
Mstep: Class 2 contains 80324 members 
Entering Unmasked Estep 
Score: -17912878.000000 Penalty: 5827.210449
	Iteration 21Q: 3 clusters Score -1.791288e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45019 members 
Mstep: Class 2 contains 81533 members 
Entering Unmasked Estep 
Score: -17913186.000000 Penalty: 5827.210449
	Iteration 22Q: 3 clusters Score -1.791319e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43706 members 
Mstep: Class 2 contains 82846 members 
Entering Unmasked Estep 
Score: -17913568.000000 Penalty: 5827.210449
	Iteration 23Q: 3 clusters Score -1.791357e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42286 members 
Mstep: Class 2 contains 84266 members 
Entering Unmasked Estep 
Score: -17913916.000000 Penalty: 5827.210449
	Iteration 24Q: 3 clusters Score -1.791392e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40771 members 
Mstep: Class 2 contains 85781 members 
Entering Unmasked Estep 
Score: -17914292.000000 Penalty: 5827.210449
	Iteration 25Q: 3 clusters Score -1.791429e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 87339 members 
Entering Unmasked Estep 
Score: -17914648.000000 Penalty: 5827.210449
	Iteration 26Q: 3 clusters Score -1.791465e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37595 members 
Mstep: Class 2 contains 88957 members 
Entering Unmasked Estep 
Score: -17915052.000000 Penalty: 5827.210449
	Iteration 27Q: 3 clusters Score -1.791505e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 90720 members 
Entering Unmasked Estep 
Score: -17915460.000000 Penalty: 5827.210449
	Iteration 28Q: 3 clusters Score -1.791546e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 92461 members 
Entering Unmasked Estep 
Score: -17915792.000000 Penalty: 5827.210449
	Iteration 29Q: 3 clusters Score -1.791579e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 94294 members 
Entering Unmasked Estep 
Score: -17916304.000000 Penalty: 5827.210449
	Iteration 30Q: 3 clusters Score -1.79163e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 96154 members 
Entering Unmasked Estep 
Score: -17916720.000000 Penalty: 5827.210449
	Iteration 31Q: 3 clusters Score -1.791672e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 98022 members 
Entering Unmasked Estep 
Score: -17917152.000000 Penalty: 5827.210449
	Iteration 32Q: 3 clusters Score -1.791715e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 99964 members 
Entering Unmasked Estep 
Score: -17917600.000000 Penalty: 5827.210449
	Iteration 33Q: 3 clusters Score -1.79176e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 101890 members 
Entering Unmasked Estep 
Score: -17917992.000000 Penalty: 5827.210449
	Iteration 34Q: 3 clusters Score -1.791799e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 103726 members 
Entering Unmasked Estep 
Score: -17918566.000000 Penalty: 5827.210449
	Iteration 35Q: 3 clusters Score -1.791857e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 105549 members 
Entering Unmasked Estep 
Score: -17919036.000000 Penalty: 5827.210449
	Iteration 36Q: 3 clusters Score -1.791904e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 107347 members 
Entering Unmasked Estep 
Score: -17919504.000000 Penalty: 5827.210449
	Iteration 37Q: 3 clusters Score -1.79195e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 109175 members 
Entering Unmasked Estep 
Score: -17919992.000000 Penalty: 5827.210449
	Iteration 38Q: 3 clusters Score -1.791999e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 110908 members 
Entering Unmasked Estep 
Score: -17920530.000000 Penalty: 5827.210449
	Iteration 39Q: 3 clusters Score -1.792053e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 112578 members 
Entering Unmasked Estep 
Score: -17921048.000000 Penalty: 5827.210449
	Iteration 40F: 3 clusters Score -1.792105e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 114216 members 
Entering Unmasked Estep 
Score: -17921550.000000 Penalty: 5827.210449
	Iteration 41Q: 3 clusters Score -1.792155e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 115647 members 
Entering Unmasked Estep 
Score: -17922040.000000 Penalty: 5827.210449
	Iteration 42Q: 3 clusters Score -1.792204e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 116958 members 
Entering Unmasked Estep 
Score: -17922424.000000 Penalty: 5827.210449
	Iteration 43Q: 3 clusters Score -1.792242e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 118066 members 
Entering Unmasked Estep 
Score: -17922740.000000 Penalty: 5827.210449
	Iteration 44Q: 3 clusters Score -1.792274e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 119099 members 
Entering Unmasked Estep 
Score: -17923048.000000 Penalty: 5827.210449
	Iteration 45Q: 3 clusters Score -1.792305e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 119968 members 
Entering Unmasked Estep 
Score: -17923308.000000 Penalty: 5827.210449
	Iteration 46Q: 3 clusters Score -1.792331e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 120698 members 
Entering Unmasked Estep 
Score: -17923564.000000 Penalty: 5827.210449
	Iteration 47Q: 3 clusters Score -1.792356e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 121384 members 
Entering Unmasked Estep 
Score: -17923790.000000 Penalty: 5827.210449
	Iteration 48Q: 3 clusters Score -1.792379e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 121933 members 
Entering Unmasked Estep 
Score: -17924022.000000 Penalty: 5827.210449
	Iteration 49Q: 3 clusters Score -1.792402e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 122353 members 
Entering Unmasked Estep 
Score: -17924146.000000 Penalty: 5827.210449
	Iteration 50Q: 3 clusters Score -1.792415e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 122731 members 
Entering Unmasked Estep 
Score: -17924218.000000 Penalty: 5827.210449
	Iteration 51Q: 3 clusters Score -1.792422e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 123056 members 
Entering Unmasked Estep 
Score: -17924316.000000 Penalty: 5827.210449
	Iteration 52Q: 3 clusters Score -1.792432e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 123329 members 
Entering Unmasked Estep 
Score: -17924422.000000 Penalty: 5827.210449
	Iteration 53Q: 3 clusters Score -1.792442e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 123581 members 
Entering Unmasked Estep 
Score: -17924508.000000 Penalty: 5827.210449
	Iteration 54Q: 3 clusters Score -1.792451e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 123774 members 
Entering Unmasked Estep 
Score: -17924524.000000 Penalty: 5827.210449
	Iteration 55Q: 3 clusters Score -1.792452e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 123933 members 
Entering Unmasked Estep 
Score: -17924556.000000 Penalty: 5827.210449
	Iteration 56Q: 3 clusters Score -1.792456e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 124066 members 
Entering Unmasked Estep 
Score: -17924600.000000 Penalty: 5827.210449
	Iteration 57Q: 3 clusters Score -1.79246e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 124164 members 
Entering Unmasked Estep 
Score: -17924632.000000 Penalty: 5827.210449
	Iteration 58Q: 3 clusters Score -1.792463e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 124268 members 
Entering Unmasked Estep 
Score: -17924670.000000 Penalty: 5827.210449
	Iteration 59Q: 3 clusters Score -1.792467e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 124347 members 
Entering Unmasked Estep 
Score: -17924676.000000 Penalty: 5827.210449
	Iteration 60F: 3 clusters Score -1.792468e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 124404 members 
Entering Unmasked Estep 
Score: -17924678.000000 Penalty: 5827.210449
	Iteration 61Q: 3 clusters Score -1.792468e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 124450 members 
Entering Unmasked Estep 
Score: -17924636.000000 Penalty: 5827.210449
	Iteration 62Q: 3 clusters Score -1.792464e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 124492 members 
Entering Unmasked Estep 
Score: -17924640.000000 Penalty: 5827.210449
	Iteration 63Q: 3 clusters Score -1.792464e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 124527 members 
Entering Unmasked Estep 
Score: -17924676.000000 Penalty: 5827.210449
	Iteration 64Q: 3 clusters Score -1.792468e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 124554 members 
Entering Unmasked Estep 
Score: -17924690.000000 Penalty: 5827.210449
	Iteration 65Q: 3 clusters Score -1.792469e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 124570 members 
Entering Unmasked Estep 
Score: -17924706.000000 Penalty: 5827.210449
	Iteration 66Q: 3 clusters Score -1.792471e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 124583 members 
Entering Unmasked Estep 
Score: -17924708.000000 Penalty: 5827.210449
	Iteration 67Q: 3 clusters Score -1.792471e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 124596 members 
Entering Unmasked Estep 
Score: -17924722.000000 Penalty: 5827.210449
	Iteration 68Q: 3 clusters Score -1.792472e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 124614 members 
Entering Unmasked Estep 
Score: -17924718.000000 Penalty: 5827.210449
	Iteration 69Q: 3 clusters Score -1.792472e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 124633 members 
Entering Unmasked Estep 
Score: -17924712.000000 Penalty: 5827.210449
	Iteration 70Q: 3 clusters Score -1.792471e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 124650 members 
Entering Unmasked Estep 
Score: -17924714.000000 Penalty: 5827.210449
	Iteration 71Q: 3 clusters Score -1.792471e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 124662 members 
Entering Unmasked Estep 
Score: -17924714.000000 Penalty: 5827.210449
	Iteration 72Q: 3 clusters Score -1.792471e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 124670 members 
Entering Unmasked Estep 
Score: -17924718.000000 Penalty: 5827.210449
	Iteration 73Q: 3 clusters Score -1.792472e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 124679 members 
Entering Unmasked Estep 
Score: -17924732.000000 Penalty: 5827.210449
	Iteration 74Q: 3 clusters Score -1.792473e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 124689 members 
Entering Unmasked Estep 
Score: -17924722.000000 Penalty: 5827.210449
	Iteration 75Q: 3 clusters Score -1.792472e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 124700 members 
Entering Unmasked Estep 
Score: -17924732.000000 Penalty: 5827.210449
	Iteration 76Q: 3 clusters Score -1.792473e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 124717 members 
Entering Unmasked Estep 
Score: -17924744.000000 Penalty: 5827.210449
	Iteration 77Q: 3 clusters Score -1.792474e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 124736 members 
Entering Unmasked Estep 
Score: -17924744.000000 Penalty: 5827.210449
	Iteration 78Q: 3 clusters Score -1.792474e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 124751 members 
Entering Unmasked Estep 
Score: -17924736.000000 Penalty: 5827.210449
	Iteration 79Q: 3 clusters Score -1.792474e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 124762 members 
Entering Unmasked Estep 
Score: -17924734.000000 Penalty: 5827.210449
	Iteration 80F: 3 clusters Score -1.792473e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 124776 members 
Entering Unmasked Estep 
Score: -17924754.000000 Penalty: 5827.210449
	Iteration 81Q: 3 clusters Score -1.792475e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 124782 members 
Entering Unmasked Estep 
Score: -17924748.000000 Penalty: 5827.210449
	Iteration 82Q: 3 clusters Score -1.792475e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 124787 members 
Entering Unmasked Estep 
Score: -17924752.000000 Penalty: 5827.210449
	Iteration 83Q: 3 clusters Score -1.792475e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 124793 members 
Entering Unmasked Estep 
Score: -17924754.000000 Penalty: 5827.210449
	Iteration 84Q: 3 clusters Score -1.792475e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 124797 members 
Entering Unmasked Estep 
Score: -17924742.000000 Penalty: 5827.210449
	Iteration 85Q: 3 clusters Score -1.792474e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 124804 members 
Entering Unmasked Estep 
Score: -17924740.000000 Penalty: 5827.210449
	Iteration 86Q: 3 clusters Score -1.792474e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 124810 members 
Entering Unmasked Estep 
Score: -17924734.000000 Penalty: 5827.210449
	Iteration 87Q: 3 clusters Score -1.792473e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 124814 members 
Entering Unmasked Estep 
Score: -17924752.000000 Penalty: 5827.210449
	Iteration 88Q: 3 clusters Score -1.792475e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 124818 members 
Entering Unmasked Estep 
Score: -17924758.000000 Penalty: 5827.210449
	Iteration 89Q: 3 clusters Score -1.792476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 124823 members 
Entering Unmasked Estep 
Score: -17924762.000000 Penalty: 5827.210449
	Iteration 90Q: 3 clusters Score -1.792476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 124828 members 
Entering Unmasked Estep 
Score: -17924764.000000 Penalty: 5827.210449
	Iteration 91Q: 3 clusters Score -1.792476e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 124836 members 
Entering Unmasked Estep 
Score: -17924772.000000 Penalty: 5827.210449
	Iteration 92Q: 3 clusters Score -1.792477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 124841 members 
Entering Unmasked Estep 
Score: -17924774.000000 Penalty: 5827.210449
	Iteration 93Q: 3 clusters Score -1.792477e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 124845 members 
Entering Unmasked Estep 
Score: -17924764.000000 Penalty: 5827.210449
	Iteration 94Q: 3 clusters Score -1.792476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 124849 members 
Entering Unmasked Estep 
Score: -17924770.000000 Penalty: 5827.210449
	Iteration 95Q: 3 clusters Score -1.792477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 124854 members 
Entering Unmasked Estep 
Score: -17924784.000000 Penalty: 5827.210449
	Iteration 96Q: 3 clusters Score -1.792478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 124861 members 
Entering Unmasked Estep 
Score: -17924778.000000 Penalty: 5827.210449
	Iteration 97Q: 3 clusters Score -1.792478e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 124870 members 
Entering Unmasked Estep 
Score: -17924780.000000 Penalty: 5827.210449
	Iteration 98Q: 3 clusters Score -1.792478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 124875 members 
Entering Unmasked Estep 
Score: -17924782.000000 Penalty: 5827.210449
	Iteration 99Q: 3 clusters Score -1.792478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 124879 members 
Entering Unmasked Estep 
Score: -17924782.000000 Penalty: 5827.210449
	Iteration 100F: 3 clusters Score -1.792478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 124885 members 
Entering Unmasked Estep 
Score: -17924782.000000 Penalty: 5827.210449
	Iteration 101Q: 3 clusters Score -1.792478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 124890 members 
Entering Unmasked Estep 
Score: -17924770.000000 Penalty: 5827.210449
	Iteration 102Q: 3 clusters Score -1.792477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 124893 members 
Entering Unmasked Estep 
Score: -17924764.000000 Penalty: 5827.210449
	Iteration 103Q: 3 clusters Score -1.792476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 124894 members 
Entering Unmasked Estep 
Score: -17924776.000000 Penalty: 5827.210449
	Iteration 104Q: 3 clusters Score -1.792478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 124897 members 
Entering Unmasked Estep 
Score: -17924764.000000 Penalty: 5827.210449
	Iteration 105Q: 3 clusters Score -1.792476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 124902 members 
Entering Unmasked Estep 
Score: -17924746.000000 Penalty: 5827.210449
	Iteration 106Q: 3 clusters Score -1.792475e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 124908 members 
Entering Unmasked Estep 
Score: -17924762.000000 Penalty: 5827.210449
	Iteration 107Q: 3 clusters Score -1.792476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 124913 members 
Entering Unmasked Estep 
Score: -17924774.000000 Penalty: 5827.210449
	Iteration 108Q: 3 clusters Score -1.792477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 124915 members 
Entering Unmasked Estep 
Score: -17924766.000000 Penalty: 5827.210449
	Iteration 109Q: 3 clusters Score -1.792477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 124917 members 
Entering Unmasked Estep 
Score: -17924772.000000 Penalty: 5827.210449
	Iteration 110Q: 3 clusters Score -1.792477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 124918 members 
Entering Unmasked Estep 
Score: -17924772.000000 Penalty: 5827.210449
	Iteration 111Q: 3 clusters Score -1.792477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 124919 members 
Entering Unmasked Estep 
Score: -17924772.000000 Penalty: 5827.210449
	Iteration 112Q: 3 clusters Score -1.792477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 124921 members 
Entering Unmasked Estep 
Score: -17924778.000000 Penalty: 5827.210449
	Iteration 113Q: 3 clusters Score -1.792478e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 124921 members 
Entering Unmasked Estep 
Score: -17924778.000000 Penalty: 5827.210449
	Iteration 114F: 3 clusters Score -1.792478e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -81528.085938 Penalty: 1584.779663
	Iteration 0F: 2 clusters Score -81528.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -79906.335938 Penalty: 3169.559326
	Iteration 0F: 3 clusters Score -79906.34 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -80081.664062 Penalty: 3169.559326
	Iteration 1F: 3 clusters Score -80081.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -80136.070312 Penalty: 3169.559326
	Iteration 2Q: 3 clusters Score -80136.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -80162.437500 Penalty: 3169.559326
	Iteration 3Q: 3 clusters Score -80162.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -80171.648438 Penalty: 3169.559326
	Iteration 4Q: 3 clusters Score -80171.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -80172.343750 Penalty: 3169.559326
	Iteration 5Q: 3 clusters Score -80172.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -80173.226562 Penalty: 3169.559326
	Iteration 6Q: 3 clusters Score -80173.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -80175.015625 Penalty: 3169.559326
	Iteration 7Q: 3 clusters Score -80175.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -80176.671875 Penalty: 3169.559326
	Iteration 8Q: 3 clusters Score -80176.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -80177.453125 Penalty: 3169.559326
	Iteration 9Q: 3 clusters Score -80177.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -80177.453125 Penalty: 3169.559326
	Iteration 10F: 3 clusters Score -80177.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Entering Unmasked Estep 
Score: -641602.750000 Penalty: 2091.369385
	Iteration 0F: 2 clusters Score -641602.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -637301.687500 Penalty: 4182.738770
	Iteration 0F: 3 clusters Score -637301.7 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -638228.750000 Penalty: 4182.738770
	Iteration 1F: 3 clusters Score -638228.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -638458.625000 Penalty: 4182.738770
	Iteration 2F: 3 clusters Score -638458.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -638598.625000 Penalty: 4182.738770
	Iteration 3F: 3 clusters Score -638598.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -638691.250000 Penalty: 4182.738770
	Iteration 4Q: 3 clusters Score -638691.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -638755.437500 Penalty: 4182.738770
	Iteration 5Q: 3 clusters Score -638755.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -638798.875000 Penalty: 4182.738770
	Iteration 6Q: 3 clusters Score -638798.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -638837.125000 Penalty: 4182.738770
	Iteration 7Q: 3 clusters Score -638837.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -638876.437500 Penalty: 4182.738770
	Iteration 8Q: 3 clusters Score -638876.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -638917.375000 Penalty: 4182.738770
	Iteration 9Q: 3 clusters Score -638917.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -638957.750000 Penalty: 4182.738770
	Iteration 10Q: 3 clusters Score -638957.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -638997.812500 Penalty: 4182.738770
	Iteration 11Q: 3 clusters Score -638997.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -639031.000000 Penalty: 4182.738770
	Iteration 12Q: 3 clusters Score -639031 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -639052.812500 Penalty: 4182.738770
	Iteration 13Q: 3 clusters Score -639052.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -639074.375000 Penalty: 4182.738770
	Iteration 14Q: 3 clusters Score -639074.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -639093.000000 Penalty: 4182.738770
	Iteration 15Q: 3 clusters Score -639093 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -639111.625000 Penalty: 4182.738770
	Iteration 16Q: 3 clusters Score -639111.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -639129.875000 Penalty: 4182.738770
	Iteration 17Q: 3 clusters Score -639129.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -639149.750000 Penalty: 4182.738770
	Iteration 18Q: 3 clusters Score -639149.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -639165.000000 Penalty: 4182.738770
	Iteration 19Q: 3 clusters Score -639165 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -639179.125000 Penalty: 4182.738770
	Iteration 20F: 3 clusters Score -639179.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -639197.625000 Penalty: 4182.738770
	Iteration 21Q: 3 clusters Score -639197.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -639212.875000 Penalty: 4182.738770
	Iteration 22Q: 3 clusters Score -639212.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -639234.500000 Penalty: 4182.738770
	Iteration 23Q: 3 clusters Score -639234.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -639249.562500 Penalty: 4182.738770
	Iteration 24Q: 3 clusters Score -639249.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -639269.000000 Penalty: 4182.738770
	Iteration 25Q: 3 clusters Score -639269 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -639290.062500 Penalty: 4182.738770
	Iteration 26Q: 3 clusters Score -639290.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -639305.062500 Penalty: 4182.738770
	Iteration 27Q: 3 clusters Score -639305.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -639325.312500 Penalty: 4182.738770
	Iteration 28Q: 3 clusters Score -639325.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -639346.687500 Penalty: 4182.738770
	Iteration 29Q: 3 clusters Score -639346.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -639367.312500 Penalty: 4182.738770
	Iteration 30Q: 3 clusters Score -639367.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -639391.312500 Penalty: 4182.738770
	Iteration 31Q: 3 clusters Score -639391.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -639409.187500 Penalty: 4182.738770
	Iteration 32Q: 3 clusters Score -639409.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -639428.062500 Penalty: 4182.738770
	Iteration 33Q: 3 clusters Score -639428.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -639443.937500 Penalty: 4182.738770
	Iteration 34Q: 3 clusters Score -639443.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -639466.562500 Penalty: 4182.738770
	Iteration 35Q: 3 clusters Score -639466.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -639485.812500 Penalty: 4182.738770
	Iteration 36Q: 3 clusters Score -639485.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -639508.687500 Penalty: 4182.738770
	Iteration 37Q: 3 clusters Score -639508.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -639534.625000 Penalty: 4182.738770
	Iteration 38Q: 3 clusters Score -639534.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -639556.625000 Penalty: 4182.738770
	Iteration 39Q: 3 clusters Score -639556.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -639578.062500 Penalty: 4182.738770
	Iteration 40F: 3 clusters Score -639578.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -639599.812500 Penalty: 4182.738770
	Iteration 41Q: 3 clusters Score -639599.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -639622.500000 Penalty: 4182.738770
	Iteration 42Q: 3 clusters Score -639622.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -639643.750000 Penalty: 4182.738770
	Iteration 43Q: 3 clusters Score -639643.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -639662.312500 Penalty: 4182.738770
	Iteration 44Q: 3 clusters Score -639662.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -639682.562500 Penalty: 4182.738770
	Iteration 45Q: 3 clusters Score -639682.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -639702.375000 Penalty: 4182.738770
	Iteration 46Q: 3 clusters Score -639702.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -639715.750000 Penalty: 4182.738770
	Iteration 47Q: 3 clusters Score -639715.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -639725.875000 Penalty: 4182.738770
	Iteration 48Q: 3 clusters Score -639725.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -639733.687500 Penalty: 4182.738770
	Iteration 49Q: 3 clusters Score -639733.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -639739.000000 Penalty: 4182.738770
	Iteration 50Q: 3 clusters Score -639739 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -639753.125000 Penalty: 4182.738770
	Iteration 51Q: 3 clusters Score -639753.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -639765.812500 Penalty: 4182.738770
	Iteration 52Q: 3 clusters Score -639765.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -639775.875000 Penalty: 4182.738770
	Iteration 53Q: 3 clusters Score -639775.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -639781.187500 Penalty: 4182.738770
	Iteration 54Q: 3 clusters Score -639781.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -639789.312500 Penalty: 4182.738770
	Iteration 55Q: 3 clusters Score -639789.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -639797.750000 Penalty: 4182.738770
	Iteration 56Q: 3 clusters Score -639797.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -639803.812500 Penalty: 4182.738770
	Iteration 57Q: 3 clusters Score -639803.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -639809.187500 Penalty: 4182.738770
	Iteration 58Q: 3 clusters Score -639809.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -639811.937500 Penalty: 4182.738770
	Iteration 59Q: 3 clusters Score -639811.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -639817.062500 Penalty: 4182.738770
	Iteration 60F: 3 clusters Score -639817.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -639820.625000 Penalty: 4182.738770
	Iteration 61Q: 3 clusters Score -639820.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -639822.125000 Penalty: 4182.738770
	Iteration 62Q: 3 clusters Score -639822.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -639823.250000 Penalty: 4182.738770
	Iteration 63Q: 3 clusters Score -639823.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -639823.250000 Penalty: 4182.738770
	Iteration 64F: 3 clusters Score -639823.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -283071.250000 Penalty: 1892.354370
	Iteration 0F: 2 clusters Score -283071.2 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 1022 members 
Entering Unmasked Estep 
Score: -280416.750000 Penalty: 3784.708740
	Iteration 0F: 3 clusters Score -280416.8 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -280896.218750 Penalty: 3784.708740
	Iteration 1F: 3 clusters Score -280896.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -281064.125000 Penalty: 3784.708740
	Iteration 2F: 3 clusters Score -281064.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -281188.843750 Penalty: 3784.708740
	Iteration 3F: 3 clusters Score -281188.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -281296.812500 Penalty: 3784.708740
	Iteration 4Q: 3 clusters Score -281296.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -281380.656250 Penalty: 3784.708740
	Iteration 5Q: 3 clusters Score -281380.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -281443.468750 Penalty: 3784.708740
	Iteration 6Q: 3 clusters Score -281443.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -281478.281250 Penalty: 3784.708740
	Iteration 7Q: 3 clusters Score -281478.3 nChanged 27
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: -281500.593750 Penalty: 3784.708740
	Iteration 8Q: 3 clusters Score -281500.6 nChanged 21
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: -281514.281250 Penalty: 3784.708740
	Iteration 9Q: 3 clusters Score -281514.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -281521.937500 Penalty: 3784.708740
	Iteration 10Q: 3 clusters Score -281521.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -281536.750000 Penalty: 3784.708740
	Iteration 11Q: 3 clusters Score -281536.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -281549.625000 Penalty: 3784.708740
	Iteration 12Q: 3 clusters Score -281549.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -281561.656250 Penalty: 3784.708740
	Iteration 13Q: 3 clusters Score -281561.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -281574.093750 Penalty: 3784.708740
	Iteration 14Q: 3 clusters Score -281574.1 nChanged 12
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: -281582.781250 Penalty: 3784.708740
	Iteration 15Q: 3 clusters Score -281582.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -281596.125000 Penalty: 3784.708740
	Iteration 16Q: 3 clusters Score -281596.1 nChanged 14
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: -281615.437500 Penalty: 3784.708740
	Iteration 17Q: 3 clusters Score -281615.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -281634.937500 Penalty: 3784.708740
	Iteration 18Q: 3 clusters Score -281634.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -281649.500000 Penalty: 3784.708740
	Iteration 19Q: 3 clusters Score -281649.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -281656.687500 Penalty: 3784.708740
	Iteration 20F: 3 clusters Score -281656.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -281663.906250 Penalty: 3784.708740
	Iteration 21Q: 3 clusters Score -281663.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -281672.031250 Penalty: 3784.708740
	Iteration 22Q: 3 clusters Score -281672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -281677.625000 Penalty: 3784.708740
	Iteration 23Q: 3 clusters Score -281677.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -281680.468750 Penalty: 3784.708740
	Iteration 24Q: 3 clusters Score -281680.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -281682.125000 Penalty: 3784.708740
	Iteration 25Q: 3 clusters Score -281682.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -281684.250000 Penalty: 3784.708740
	Iteration 26Q: 3 clusters Score -281684.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -281685.531250 Penalty: 3784.708740
	Iteration 27Q: 3 clusters Score -281685.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -281686.812500 Penalty: 3784.708740
	Iteration 28Q: 3 clusters Score -281686.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -281686.812500 Penalty: 3784.708740
	Iteration 29F: 3 clusters Score -281686.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (168024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168024 members 
Entering Unmasked Estep 
Score: -23415274.000000 Penalty: 2983.901855
	Iteration 0F: 2 clusters Score -2.341527e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83753 members 
Mstep: Class 2 contains 84271 members 
Entering Unmasked Estep 
Score: -23308698.000000 Penalty: 5967.803711
	Iteration 0F: 3 clusters Score -2.33087e+07 nChanged 80446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80839 members 
Mstep: Class 2 contains 87185 members 
Entering Unmasked Estep 
Score: -23356188.000000 Penalty: 5967.803711
	Iteration 1F: 3 clusters Score -2.335619e+07 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78588 members 
Mstep: Class 2 contains 89436 members 
Entering Unmasked Estep 
Score: -23357656.000000 Penalty: 5967.803711
	Iteration 2Q: 3 clusters Score -2.335766e+07 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75255 members 
Mstep: Class 2 contains 92769 members 
Entering Unmasked Estep 
Score: -23359588.000000 Penalty: 5967.803711
	Iteration 3Q: 3 clusters Score -2.335959e+07 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70302 members 
Mstep: Class 2 contains 97722 members 
Entering Unmasked Estep 
Score: -23362286.000000 Penalty: 5967.803711
	Iteration 4Q: 3 clusters Score -2.336229e+07 nChanged 8809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63101 members 
Mstep: Class 2 contains 104923 members 
Entering Unmasked Estep 
Score: -23367116.000000 Penalty: 5967.803711
	Iteration 5F: 3 clusters Score -2.336712e+07 nChanged 11002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53487 members 
Mstep: Class 2 contains 114537 members 
Entering Unmasked Estep 
Score: -23374734.000000 Penalty: 5967.803711
	Iteration 6F: 3 clusters Score -2.337473e+07 nChanged 12255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 125758 members 
Entering Unmasked Estep 
Score: -23384474.000000 Penalty: 5967.803711
	Iteration 7F: 3 clusters Score -2.338447e+07 nChanged 11900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 136886 members 
Entering Unmasked Estep 
Score: -23394570.000000 Penalty: 5967.803711
	Iteration 8F: 3 clusters Score -2.339457e+07 nChanged 9384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 145740 members 
Entering Unmasked Estep 
Score: -23402730.000000 Penalty: 5967.803711
	Iteration 9F: 3 clusters Score -2.340273e+07 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 152091 members 
Entering Unmasked Estep 
Score: -23407852.000000 Penalty: 5967.803711
	Iteration 10Q: 3 clusters Score -2.340785e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 156551 members 
Entering Unmasked Estep 
Score: -23411342.000000 Penalty: 5967.803711
	Iteration 11Q: 3 clusters Score -2.341134e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 160010 members 
Entering Unmasked Estep 
Score: -23413068.000000 Penalty: 5967.803711
	Iteration 12Q: 3 clusters Score -2.341307e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 162672 members 
Entering Unmasked Estep 
Score: -23413502.000000 Penalty: 5967.803711
	Iteration 13Q: 3 clusters Score -2.34135e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 164520 members 
Entering Unmasked Estep 
Score: -23413556.000000 Penalty: 5967.803711
	Iteration 14Q: 3 clusters Score -2.341356e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 165720 members 
Entering Unmasked Estep 
Score: -23413468.000000 Penalty: 5967.803711
	Iteration 15Q: 3 clusters Score -2.341347e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 166428 members 
Entering Unmasked Estep 
Score: -23413412.000000 Penalty: 5967.803711
	Iteration 16Q: 3 clusters Score -2.341341e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 166842 members 
Entering Unmasked Estep 
Score: -23413404.000000 Penalty: 5967.803711
	Iteration 17Q: 3 clusters Score -2.34134e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 167095 members 
Entering Unmasked Estep 
Score: -23413312.000000 Penalty: 5967.803711
	Iteration 18Q: 3 clusters Score -2.341331e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 167240 members 
Entering Unmasked Estep 
Score: -23413234.000000 Penalty: 5967.803711
	Iteration 19Q: 3 clusters Score -2.341323e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 167340 members 
Entering Unmasked Estep 
Score: -23413244.000000 Penalty: 5967.803711
	Iteration 20F: 3 clusters Score -2.341324e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 167414 members 
Entering Unmasked Estep 
Score: -23413266.000000 Penalty: 5967.803711
	Iteration 21Q: 3 clusters Score -2.341327e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 167461 members 
Entering Unmasked Estep 
Score: -23413270.000000 Penalty: 5967.803711
	Iteration 22Q: 3 clusters Score -2.341327e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 167486 members 
Entering Unmasked Estep 
Score: -23413264.000000 Penalty: 5967.803711
	Iteration 23Q: 3 clusters Score -2.341326e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 167503 members 
Entering Unmasked Estep 
Score: -23413252.000000 Penalty: 5967.803711
	Iteration 24Q: 3 clusters Score -2.341325e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 167511 members 
Entering Unmasked Estep 
Score: -23413234.000000 Penalty: 5967.803711
	Iteration 25Q: 3 clusters Score -2.341323e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 167518 members 
Entering Unmasked Estep 
Score: -23413240.000000 Penalty: 5967.803711
	Iteration 26Q: 3 clusters Score -2.341324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 167520 members 
Entering Unmasked Estep 
Score: -23413242.000000 Penalty: 5967.803711
	Iteration 27Q: 3 clusters Score -2.341324e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 167523 members 
Entering Unmasked Estep 
Score: -23413234.000000 Penalty: 5967.803711
	Iteration 28Q: 3 clusters Score -2.341323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 167525 members 
Entering Unmasked Estep 
Score: -23413232.000000 Penalty: 5967.803711
	Iteration 29Q: 3 clusters Score -2.341323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 167527 members 
Entering Unmasked Estep 
Score: -23413240.000000 Penalty: 5967.803711
	Iteration 30Q: 3 clusters Score -2.341324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 167529 members 
Entering Unmasked Estep 
Score: -23413254.000000 Penalty: 5967.803711
	Iteration 31Q: 3 clusters Score -2.341325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 167531 members 
Entering Unmasked Estep 
Score: -23413238.000000 Penalty: 5967.803711
	Iteration 32Q: 3 clusters Score -2.341324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 167532 members 
Entering Unmasked Estep 
Score: -23413246.000000 Penalty: 5967.803711
	Iteration 33Q: 3 clusters Score -2.341325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 167534 members 
Entering Unmasked Estep 
Score: -23413236.000000 Penalty: 5967.803711
	Iteration 34Q: 3 clusters Score -2.341324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 167537 members 
Entering Unmasked Estep 
Score: -23413252.000000 Penalty: 5967.803711
	Iteration 35Q: 3 clusters Score -2.341325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 167538 members 
Entering Unmasked Estep 
Score: -23413262.000000 Penalty: 5967.803711
	Iteration 36Q: 3 clusters Score -2.341326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 167542 members 
Entering Unmasked Estep 
Score: -23413260.000000 Penalty: 5967.803711
	Iteration 37Q: 3 clusters Score -2.341326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 167549 members 
Entering Unmasked Estep 
Score: -23413270.000000 Penalty: 5967.803711
	Iteration 38Q: 3 clusters Score -2.341327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 167554 members 
Entering Unmasked Estep 
Score: -23413260.000000 Penalty: 5967.803711
	Iteration 39Q: 3 clusters Score -2.341326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 167557 members 
Entering Unmasked Estep 
Score: -23413258.000000 Penalty: 5967.803711
	Iteration 40F: 3 clusters Score -2.341326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 167562 members 
Entering Unmasked Estep 
Score: -23413250.000000 Penalty: 5967.803711
	Iteration 41Q: 3 clusters Score -2.341325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 167564 members 
Entering Unmasked Estep 
Score: -23413252.000000 Penalty: 5967.803711
	Iteration 42Q: 3 clusters Score -2.341325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 167565 members 
Entering Unmasked Estep 
Score: -23413256.000000 Penalty: 5967.803711
	Iteration 43Q: 3 clusters Score -2.341326e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 167565 members 
Entering Unmasked Estep 
Score: -23413256.000000 Penalty: 5967.803711
	Iteration 44F: 3 clusters Score -2.341326e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (65692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65692 members 
Entering Unmasked Estep 
Score: -9251680.000000 Penalty: 2750.997559
	Iteration 0F: 2 clusters Score -9251680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32720 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -9207744.000000 Penalty: 5501.995117
	Iteration 0F: 3 clusters Score -9207744 nChanged 30525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
Score: -9224764.000000 Penalty: 5501.995117
	Iteration 1F: 3 clusters Score -9224764 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -9225336.000000 Penalty: 5501.995117
	Iteration 2Q: 3 clusters Score -9225336 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 35905 members 
Entering Unmasked Estep 
Score: -9225842.000000 Penalty: 5501.995117
	Iteration 3Q: 3 clusters Score -9225842 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -9226470.000000 Penalty: 5501.995117
	Iteration 4Q: 3 clusters Score -9226470 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -9227334.000000 Penalty: 5501.995117
	Iteration 5Q: 3 clusters Score -9227334 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 42228 members 
Entering Unmasked Estep 
Score: -9228864.000000 Penalty: 5501.995117
	Iteration 6Q: 3 clusters Score -9228864 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -9231481.000000 Penalty: 5501.995117
	Iteration 7F: 3 clusters Score -9231481 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 51283 members 
Entering Unmasked Estep 
Score: -9235525.000000 Penalty: 5501.995117
	Iteration 8F: 3 clusters Score -9235525 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 56937 members 
Entering Unmasked Estep 
Score: -9240751.000000 Penalty: 5501.995117
	Iteration 9F: 3 clusters Score -9240751 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 61585 members 
Entering Unmasked Estep 
Score: -9245305.000000 Penalty: 5501.995117
	Iteration 10F: 3 clusters Score -9245305 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 64155 members 
Entering Unmasked Estep 
Score: -9247701.000000 Penalty: 5501.995117
	Iteration 11Q: 3 clusters Score -9247701 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 65120 members 
Entering Unmasked Estep 
Score: -9248646.000000 Penalty: 5501.995117
	Iteration 12Q: 3 clusters Score -9248646 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 65391 members 
Entering Unmasked Estep 
Score: -9248967.000000 Penalty: 5501.995117
	Iteration 13Q: 3 clusters Score -9248967 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 65462 members 
Entering Unmasked Estep 
Score: -9249107.000000 Penalty: 5501.995117
	Iteration 14Q: 3 clusters Score -9249107 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 65487 members 
Entering Unmasked Estep 
Score: -9249147.000000 Penalty: 5501.995117
	Iteration 15Q: 3 clusters Score -9249147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 65493 members 
Entering Unmasked Estep 
Score: -9249168.000000 Penalty: 5501.995117
	Iteration 16Q: 3 clusters Score -9249168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 65493 members 
Entering Unmasked Estep 
Score: -9249168.000000 Penalty: 5501.995117
	Iteration 17Q: 3 clusters Score -9249168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 65495 members 
Entering Unmasked Estep 
Score: -9249180.000000 Penalty: 5501.995117
	Iteration 18Q: 3 clusters Score -9249180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 65499 members 
Entering Unmasked Estep 
Score: -9249180.000000 Penalty: 5501.995117
	Iteration 19Q: 3 clusters Score -9249180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 65500 members 
Entering Unmasked Estep 
Score: -9249187.000000 Penalty: 5501.995117
	Iteration 20F: 3 clusters Score -9249187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 65500 members 
Entering Unmasked Estep 
Score: -9249188.000000 Penalty: 5501.995117
	Iteration 21Q: 3 clusters Score -9249188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 65501 members 
Entering Unmasked Estep 
Score: -9249194.000000 Penalty: 5501.995117
	Iteration 22Q: 3 clusters Score -9249194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 65501 members 
Entering Unmasked Estep 
Score: -9249194.000000 Penalty: 5501.995117
	Iteration 23F: 3 clusters Score -9249194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (33549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Entering Unmasked Estep 
Score: -4749819.000000 Penalty: 2584.348877
	Iteration 0F: 2 clusters Score -4749819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -4726815.500000 Penalty: 5168.697754
	Iteration 0F: 3 clusters Score -4726816 nChanged 15355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -4735520.500000 Penalty: 5168.697754
	Iteration 1F: 3 clusters Score -4735520 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -4736466.500000 Penalty: 5168.697754
	Iteration 2F: 3 clusters Score -4736466 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -4737685.500000 Penalty: 5168.697754
	Iteration 3F: 3 clusters Score -4737686 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -4739252.000000 Penalty: 5168.697754
	Iteration 4F: 3 clusters Score -4739252 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -4741011.000000 Penalty: 5168.697754
	Iteration 5F: 3 clusters Score -4741011 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -4742945.500000 Penalty: 5168.697754
	Iteration 6F: 3 clusters Score -4742946 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -4744750.000000 Penalty: 5168.697754
	Iteration 7F: 3 clusters Score -4744750 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -4746200.000000 Penalty: 5168.697754
	Iteration 8F: 3 clusters Score -4746200 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -4747316.500000 Penalty: 5168.697754
	Iteration 9Q: 3 clusters Score -4747316 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -4748128.500000 Penalty: 5168.697754
	Iteration 10Q: 3 clusters Score -4748128 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -4748690.000000 Penalty: 5168.697754
	Iteration 11Q: 3 clusters Score -4748690 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -4749051.500000 Penalty: 5168.697754
	Iteration 12Q: 3 clusters Score -4749052 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31738 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -4749314.000000 Penalty: 5168.697754
	Iteration 13Q: 3 clusters Score -4749314 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -4749447.000000 Penalty: 5168.697754
	Iteration 14Q: 3 clusters Score -4749447 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -4749547.000000 Penalty: 5168.697754
	Iteration 15Q: 3 clusters Score -4749547 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4749572.000000 Penalty: 5168.697754
	Iteration 16Q: 3 clusters Score -4749572 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -4749591.500000 Penalty: 5168.697754
	Iteration 17Q: 3 clusters Score -4749592 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4749602.500000 Penalty: 5168.697754
	Iteration 18Q: 3 clusters Score -4749602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4749612.000000 Penalty: 5168.697754
	Iteration 19Q: 3 clusters Score -4749612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4749613.500000 Penalty: 5168.697754
	Iteration 20F: 3 clusters Score -4749614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4749618.000000 Penalty: 5168.697754
	Iteration 21Q: 3 clusters Score -4749618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4749624.000000 Penalty: 5168.697754
	Iteration 22Q: 3 clusters Score -4749624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -4749626.000000 Penalty: 5168.697754
	Iteration 23Q: 3 clusters Score -4749626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4749626.000000 Penalty: 5168.697754
	Iteration 24Q: 3 clusters Score -4749626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4749621.000000 Penalty: 5168.697754
	Iteration 25Q: 3 clusters Score -4749621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4749625.000000 Penalty: 5168.697754
	Iteration 26Q: 3 clusters Score -4749625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4749625.000000 Penalty: 5168.697754
	Iteration 27F: 3 clusters Score -4749625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Entering Unmasked Estep 
Score: -2040473.750000 Penalty: 2373.854248
	Iteration 0F: 2 clusters Score -2040474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -2030118.500000 Penalty: 4747.708496
	Iteration 0F: 3 clusters Score -2030118 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -2033339.250000 Penalty: 4747.708496
	Iteration 1F: 3 clusters Score -2033339 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -2033658.125000 Penalty: 4747.708496
	Iteration 2F: 3 clusters Score -2033658 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -2033926.375000 Penalty: 4747.708496
	Iteration 3Q: 3 clusters Score -2033926 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -2034164.625000 Penalty: 4747.708496
	Iteration 4Q: 3 clusters Score -2034165 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -2034383.750000 Penalty: 4747.708496
	Iteration 5Q: 3 clusters Score -2034384 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -2034626.750000 Penalty: 4747.708496
	Iteration 6Q: 3 clusters Score -2034627 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -2034934.375000 Penalty: 4747.708496
	Iteration 7Q: 3 clusters Score -2034934 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2035305.625000 Penalty: 4747.708496
	Iteration 8Q: 3 clusters Score -2035306 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2035775.000000 Penalty: 4747.708496
	Iteration 9Q: 3 clusters Score -2035775 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -2036297.125000 Penalty: 4747.708496
	Iteration 10Q: 3 clusters Score -2036297 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -2036767.625000 Penalty: 4747.708496
	Iteration 11Q: 3 clusters Score -2036768 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -2037180.000000 Penalty: 4747.708496
	Iteration 12Q: 3 clusters Score -2037180 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -2037527.375000 Penalty: 4747.708496
	Iteration 13Q: 3 clusters Score -2037527 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -2037804.375000 Penalty: 4747.708496
	Iteration 14Q: 3 clusters Score -2037804 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -2038035.250000 Penalty: 4747.708496
	Iteration 15Q: 3 clusters Score -2038035 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -2038157.375000 Penalty: 4747.708496
	Iteration 16Q: 3 clusters Score -2038157 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -2038223.250000 Penalty: 4747.708496
	Iteration 17Q: 3 clusters Score -2038223 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -2038276.375000 Penalty: 4747.708496
	Iteration 18Q: 3 clusters Score -2038276 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -2038317.750000 Penalty: 4747.708496
	Iteration 19Q: 3 clusters Score -2038318 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -2038342.000000 Penalty: 4747.708496
	Iteration 20F: 3 clusters Score -2038342 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -2038355.000000 Penalty: 4747.708496
	Iteration 21Q: 3 clusters Score -2038355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -2038365.375000 Penalty: 4747.708496
	Iteration 22Q: 3 clusters Score -2038365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -2038374.625000 Penalty: 4747.708496
	Iteration 23Q: 3 clusters Score -2038375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -2038379.375000 Penalty: 4747.708496
	Iteration 24Q: 3 clusters Score -2038379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -2038386.250000 Penalty: 4747.708496
	Iteration 25Q: 3 clusters Score -2038386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -2038396.375000 Penalty: 4747.708496
	Iteration 26Q: 3 clusters Score -2038396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -2038399.500000 Penalty: 4747.708496
	Iteration 27Q: 3 clusters Score -2038400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -2038400.750000 Penalty: 4747.708496
	Iteration 28Q: 3 clusters Score -2038401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -2038408.250000 Penalty: 4747.708496
	Iteration 29Q: 3 clusters Score -2038408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -2038410.375000 Penalty: 4747.708496
	Iteration 30Q: 3 clusters Score -2038410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -2038412.500000 Penalty: 4747.708496
	Iteration 31Q: 3 clusters Score -2038412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -2038414.125000 Penalty: 4747.708496
	Iteration 32Q: 3 clusters Score -2038414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -2038414.125000 Penalty: 4747.708496
	Iteration 33F: 3 clusters Score -2038414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (176407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176407 members 
Entering Unmasked Estep 
Score: -24861512.000000 Penalty: 2995.976318
	Iteration 0F: 2 clusters Score -2.486151e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88077 members 
Mstep: Class 2 contains 88330 members 
Entering Unmasked Estep 
Score: -24753168.000000 Penalty: 5991.952637
	Iteration 0F: 3 clusters Score -2.475317e+07 nChanged 84482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86603 members 
Mstep: Class 2 contains 89804 members 
Entering Unmasked Estep 
Score: -24802746.000000 Penalty: 5991.952637
	Iteration 1F: 3 clusters Score -2.480275e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85746 members 
Mstep: Class 2 contains 90661 members 
Entering Unmasked Estep 
Score: -24803306.000000 Penalty: 5991.952637
	Iteration 2Q: 3 clusters Score -2.480331e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84411 members 
Mstep: Class 2 contains 91996 members 
Entering Unmasked Estep 
Score: -24803948.000000 Penalty: 5991.952637
	Iteration 3Q: 3 clusters Score -2.480395e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82422 members 
Mstep: Class 2 contains 93985 members 
Entering Unmasked Estep 
Score: -24804800.000000 Penalty: 5991.952637
	Iteration 4Q: 3 clusters Score -2.48048e+07 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79571 members 
Mstep: Class 2 contains 96836 members 
Entering Unmasked Estep 
Score: -24806112.000000 Penalty: 5991.952637
	Iteration 5Q: 3 clusters Score -2.480611e+07 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75556 members 
Mstep: Class 2 contains 100851 members 
Entering Unmasked Estep 
Score: -24808202.000000 Penalty: 5991.952637
	Iteration 6Q: 3 clusters Score -2.48082e+07 nChanged 8355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70145 members 
Mstep: Class 2 contains 106262 members 
Entering Unmasked Estep 
Score: -24811424.000000 Penalty: 5991.952637
	Iteration 7Q: 3 clusters Score -2.481142e+07 nChanged 9785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63792 members 
Mstep: Class 2 contains 112615 members 
Entering Unmasked Estep 
Score: -24816268.000000 Penalty: 5991.952637
	Iteration 8F: 3 clusters Score -2.481627e+07 nChanged 10636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58130 members 
Mstep: Class 2 contains 118277 members 
Entering Unmasked Estep 
Score: -24823680.000000 Penalty: 5991.952637
	Iteration 9F: 3 clusters Score -2.482368e+07 nChanged 11074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54856 members 
Mstep: Class 2 contains 121551 members 
Entering Unmasked Estep 
Score: -24831270.000000 Penalty: 5991.952637
	Iteration 10F: 3 clusters Score -2.483127e+07 nChanged 9960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54564 members 
Mstep: Class 2 contains 121843 members 
Entering Unmasked Estep 
Score: -24836490.000000 Penalty: 5991.952637
	Iteration 11F: 3 clusters Score -2.483649e+07 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55624 members 
Mstep: Class 2 contains 120783 members 
Entering Unmasked Estep 
Score: -24838164.000000 Penalty: 5991.952637
	Iteration 12Q: 3 clusters Score -2.483816e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56842 members 
Mstep: Class 2 contains 119565 members 
Entering Unmasked Estep 
Score: -24838668.000000 Penalty: 5991.952637
	Iteration 13Q: 3 clusters Score -2.483867e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58038 members 
Mstep: Class 2 contains 118369 members 
Entering Unmasked Estep 
Score: -24838850.000000 Penalty: 5991.952637
	Iteration 14Q: 3 clusters Score -2.483885e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59229 members 
Mstep: Class 2 contains 117178 members 
Entering Unmasked Estep 
Score: -24838998.000000 Penalty: 5991.952637
	Iteration 15Q: 3 clusters Score -2.4839e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60418 members 
Mstep: Class 2 contains 115989 members 
Entering Unmasked Estep 
Score: -24839236.000000 Penalty: 5991.952637
	Iteration 16Q: 3 clusters Score -2.483924e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61625 members 
Mstep: Class 2 contains 114782 members 
Entering Unmasked Estep 
Score: -24839344.000000 Penalty: 5991.952637
	Iteration 17Q: 3 clusters Score -2.483934e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62889 members 
Mstep: Class 2 contains 113518 members 
Entering Unmasked Estep 
Score: -24839392.000000 Penalty: 5991.952637
	Iteration 18Q: 3 clusters Score -2.483939e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64162 members 
Mstep: Class 2 contains 112245 members 
Entering Unmasked Estep 
Score: -24839578.000000 Penalty: 5991.952637
	Iteration 19Q: 3 clusters Score -2.483958e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65427 members 
Mstep: Class 2 contains 110980 members 
Entering Unmasked Estep 
Score: -24839768.000000 Penalty: 5991.952637
	Iteration 20F: 3 clusters Score -2.483977e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66761 members 
Mstep: Class 2 contains 109646 members 
Entering Unmasked Estep 
Score: -24839924.000000 Penalty: 5991.952637
	Iteration 21Q: 3 clusters Score -2.483992e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68132 members 
Mstep: Class 2 contains 108275 members 
Entering Unmasked Estep 
Score: -24840068.000000 Penalty: 5991.952637
	Iteration 22Q: 3 clusters Score -2.484007e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69552 members 
Mstep: Class 2 contains 106855 members 
Entering Unmasked Estep 
Score: -24840368.000000 Penalty: 5991.952637
	Iteration 23Q: 3 clusters Score -2.484037e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70900 members 
Mstep: Class 2 contains 105507 members 
Entering Unmasked Estep 
Score: -24840686.000000 Penalty: 5991.952637
	Iteration 24Q: 3 clusters Score -2.484069e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72247 members 
Mstep: Class 2 contains 104160 members 
Entering Unmasked Estep 
Score: -24840836.000000 Penalty: 5991.952637
	Iteration 25Q: 3 clusters Score -2.484084e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73574 members 
Mstep: Class 2 contains 102833 members 
Entering Unmasked Estep 
Score: -24841064.000000 Penalty: 5991.952637
	Iteration 26Q: 3 clusters Score -2.484106e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74860 members 
Mstep: Class 2 contains 101547 members 
Entering Unmasked Estep 
Score: -24841222.000000 Penalty: 5991.952637
	Iteration 27Q: 3 clusters Score -2.484122e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76124 members 
Mstep: Class 2 contains 100283 members 
Entering Unmasked Estep 
Score: -24841410.000000 Penalty: 5991.952637
	Iteration 28Q: 3 clusters Score -2.484141e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77408 members 
Mstep: Class 2 contains 98999 members 
Entering Unmasked Estep 
Score: -24841694.000000 Penalty: 5991.952637
	Iteration 29Q: 3 clusters Score -2.484169e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78702 members 
Mstep: Class 2 contains 97705 members 
Entering Unmasked Estep 
Score: -24842024.000000 Penalty: 5991.952637
	Iteration 30Q: 3 clusters Score -2.484202e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79972 members 
Mstep: Class 2 contains 96435 members 
Entering Unmasked Estep 
Score: -24842204.000000 Penalty: 5991.952637
	Iteration 31Q: 3 clusters Score -2.48422e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81252 members 
Mstep: Class 2 contains 95155 members 
Entering Unmasked Estep 
Score: -24842432.000000 Penalty: 5991.952637
	Iteration 32Q: 3 clusters Score -2.484243e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82537 members 
Mstep: Class 2 contains 93870 members 
Entering Unmasked Estep 
Score: -24842612.000000 Penalty: 5991.952637
	Iteration 33Q: 3 clusters Score -2.484261e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83798 members 
Mstep: Class 2 contains 92609 members 
Entering Unmasked Estep 
Score: -24842874.000000 Penalty: 5991.952637
	Iteration 34Q: 3 clusters Score -2.484287e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85052 members 
Mstep: Class 2 contains 91355 members 
Entering Unmasked Estep 
Score: -24843088.000000 Penalty: 5991.952637
	Iteration 35Q: 3 clusters Score -2.484309e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86337 members 
Mstep: Class 2 contains 90070 members 
Entering Unmasked Estep 
Score: -24843326.000000 Penalty: 5991.952637
	Iteration 36Q: 3 clusters Score -2.484333e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87580 members 
Mstep: Class 2 contains 88827 members 
Entering Unmasked Estep 
Score: -24843612.000000 Penalty: 5991.952637
	Iteration 37Q: 3 clusters Score -2.484361e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88865 members 
Mstep: Class 2 contains 87542 members 
Entering Unmasked Estep 
Score: -24843822.000000 Penalty: 5991.952637
	Iteration 38Q: 3 clusters Score -2.484382e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90168 members 
Mstep: Class 2 contains 86239 members 
Entering Unmasked Estep 
Score: -24844172.000000 Penalty: 5991.952637
	Iteration 39Q: 3 clusters Score -2.484417e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91492 members 
Mstep: Class 2 contains 84915 members 
Entering Unmasked Estep 
Score: -24844440.000000 Penalty: 5991.952637
	Iteration 40F: 3 clusters Score -2.484444e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92847 members 
Mstep: Class 2 contains 83560 members 
Entering Unmasked Estep 
Score: -24844860.000000 Penalty: 5991.952637
	Iteration 41Q: 3 clusters Score -2.484486e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94233 members 
Mstep: Class 2 contains 82174 members 
Entering Unmasked Estep 
Score: -24845246.000000 Penalty: 5991.952637
	Iteration 42Q: 3 clusters Score -2.484525e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95567 members 
Mstep: Class 2 contains 80840 members 
Entering Unmasked Estep 
Score: -24845508.000000 Penalty: 5991.952637
	Iteration 43Q: 3 clusters Score -2.484551e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96834 members 
Mstep: Class 2 contains 79573 members 
Entering Unmasked Estep 
Score: -24845672.000000 Penalty: 5991.952637
	Iteration 44Q: 3 clusters Score -2.484567e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98080 members 
Mstep: Class 2 contains 78327 members 
Entering Unmasked Estep 
Score: -24845994.000000 Penalty: 5991.952637
	Iteration 45Q: 3 clusters Score -2.484599e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99197 members 
Mstep: Class 2 contains 77210 members 
Entering Unmasked Estep 
Score: -24846292.000000 Penalty: 5991.952637
	Iteration 46Q: 3 clusters Score -2.484629e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100190 members 
Mstep: Class 2 contains 76217 members 
Entering Unmasked Estep 
Score: -24846616.000000 Penalty: 5991.952637
	Iteration 47Q: 3 clusters Score -2.484662e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101051 members 
Mstep: Class 2 contains 75356 members 
Entering Unmasked Estep 
Score: -24846784.000000 Penalty: 5991.952637
	Iteration 48Q: 3 clusters Score -2.484678e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101892 members 
Mstep: Class 2 contains 74515 members 
Entering Unmasked Estep 
Score: -24847050.000000 Penalty: 5991.952637
	Iteration 49Q: 3 clusters Score -2.484705e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102661 members 
Mstep: Class 2 contains 73746 members 
Entering Unmasked Estep 
Score: -24847170.000000 Penalty: 5991.952637
	Iteration 50Q: 3 clusters Score -2.484717e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103366 members 
Mstep: Class 2 contains 73041 members 
Entering Unmasked Estep 
Score: -24847288.000000 Penalty: 5991.952637
	Iteration 51Q: 3 clusters Score -2.484729e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103925 members 
Mstep: Class 2 contains 72482 members 
Entering Unmasked Estep 
Score: -24847334.000000 Penalty: 5991.952637
	Iteration 52Q: 3 clusters Score -2.484733e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104467 members 
Mstep: Class 2 contains 71940 members 
Entering Unmasked Estep 
Score: -24847422.000000 Penalty: 5991.952637
	Iteration 53Q: 3 clusters Score -2.484742e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104915 members 
Mstep: Class 2 contains 71492 members 
Entering Unmasked Estep 
Score: -24847330.000000 Penalty: 5991.952637
	Iteration 54Q: 3 clusters Score -2.484733e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105269 members 
Mstep: Class 2 contains 71138 members 
Entering Unmasked Estep 
Score: -24847418.000000 Penalty: 5991.952637
	Iteration 55Q: 3 clusters Score -2.484742e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105545 members 
Mstep: Class 2 contains 70862 members 
Entering Unmasked Estep 
Score: -24847500.000000 Penalty: 5991.952637
	Iteration 56Q: 3 clusters Score -2.48475e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105764 members 
Mstep: Class 2 contains 70643 members 
Entering Unmasked Estep 
Score: -24847588.000000 Penalty: 5991.952637
	Iteration 57Q: 3 clusters Score -2.484759e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105934 members 
Mstep: Class 2 contains 70473 members 
Entering Unmasked Estep 
Score: -24847492.000000 Penalty: 5991.952637
	Iteration 58Q: 3 clusters Score -2.484749e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106051 members 
Mstep: Class 2 contains 70356 members 
Entering Unmasked Estep 
Score: -24847488.000000 Penalty: 5991.952637
	Iteration 59Q: 3 clusters Score -2.484749e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106144 members 
Mstep: Class 2 contains 70263 members 
Entering Unmasked Estep 
Score: -24847462.000000 Penalty: 5991.952637
	Iteration 60F: 3 clusters Score -2.484746e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106167 members 
Mstep: Class 2 contains 70240 members 
Entering Unmasked Estep 
Score: -24847418.000000 Penalty: 5991.952637
	Iteration 61Q: 3 clusters Score -2.484742e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106122 members 
Mstep: Class 2 contains 70285 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2.484744e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106011 members 
Mstep: Class 2 contains 70396 members 
Entering Unmasked Estep 
Score: -24847404.000000 Penalty: 5991.952637
	Iteration 63Q: 3 clusters Score -2.48474e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105796 members 
Mstep: Class 2 contains 70611 members 
Entering Unmasked Estep 
Score: -24847416.000000 Penalty: 5991.952637
	Iteration 64Q: 3 clusters Score -2.484742e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105544 members 
Mstep: Class 2 contains 70863 members 
Entering Unmasked Estep 
Score: -24847496.000000 Penalty: 5991.952637
	Iteration 65Q: 3 clusters Score -2.48475e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105248 members 
Mstep: Class 2 contains 71159 members 
Entering Unmasked Estep 
Score: -24847578.000000 Penalty: 5991.952637
	Iteration 66Q: 3 clusters Score -2.484758e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104951 members 
Mstep: Class 2 contains 71456 members 
Entering Unmasked Estep 
Score: -24847602.000000 Penalty: 5991.952637
	Iteration 67Q: 3 clusters Score -2.48476e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104650 members 
Mstep: Class 2 contains 71757 members 
Entering Unmasked Estep 
Score: -24847646.000000 Penalty: 5991.952637
	Iteration 68Q: 3 clusters Score -2.484765e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104374 members 
Mstep: Class 2 contains 72033 members 
Entering Unmasked Estep 
Score: -24847658.000000 Penalty: 5991.952637
	Iteration 69Q: 3 clusters Score -2.484766e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104098 members 
Mstep: Class 2 contains 72309 members 
Entering Unmasked Estep 
Score: -24847744.000000 Penalty: 5991.952637
	Iteration 70Q: 3 clusters Score -2.484774e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103813 members 
Mstep: Class 2 contains 72594 members 
Entering Unmasked Estep 
Score: -24847674.000000 Penalty: 5991.952637
	Iteration 71Q: 3 clusters Score -2.484767e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103510 members 
Mstep: Class 2 contains 72897 members 
Entering Unmasked Estep 
Score: -24847704.000000 Penalty: 5991.952637
	Iteration 72Q: 3 clusters Score -2.48477e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103172 members 
Mstep: Class 2 contains 73235 members 
Entering Unmasked Estep 
Score: -24847722.000000 Penalty: 5991.952637
	Iteration 73Q: 3 clusters Score -2.484772e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102824 members 
Mstep: Class 2 contains 73583 members 
Entering Unmasked Estep 
Score: -24847758.000000 Penalty: 5991.952637
	Iteration 74Q: 3 clusters Score -2.484776e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102432 members 
Mstep: Class 2 contains 73975 members 
Entering Unmasked Estep 
Score: -24847814.000000 Penalty: 5991.952637
	Iteration 75Q: 3 clusters Score -2.484781e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102034 members 
Mstep: Class 2 contains 74373 members 
Entering Unmasked Estep 
Score: -24847768.000000 Penalty: 5991.952637
	Iteration 76Q: 3 clusters Score -2.484777e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101655 members 
Mstep: Class 2 contains 74752 members 
Entering Unmasked Estep 
Score: -24847806.000000 Penalty: 5991.952637
	Iteration 77Q: 3 clusters Score -2.484781e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101262 members 
Mstep: Class 2 contains 75145 members 
Entering Unmasked Estep 
Score: -24847842.000000 Penalty: 5991.952637
	Iteration 78Q: 3 clusters Score -2.484784e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100878 members 
Mstep: Class 2 contains 75529 members 
Entering Unmasked Estep 
Score: -24847846.000000 Penalty: 5991.952637
	Iteration 79Q: 3 clusters Score -2.484785e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100471 members 
Mstep: Class 2 contains 75936 members 
Entering Unmasked Estep 
Score: -24847964.000000 Penalty: 5991.952637
	Iteration 80F: 3 clusters Score -2.484796e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100073 members 
Mstep: Class 2 contains 76334 members 
Entering Unmasked Estep 
Score: -24848068.000000 Penalty: 5991.952637
	Iteration 81Q: 3 clusters Score -2.484807e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99678 members 
Mstep: Class 2 contains 76729 members 
Entering Unmasked Estep 
Score: -24848066.000000 Penalty: 5991.952637
	Iteration 82Q: 3 clusters Score -2.484807e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99276 members 
Mstep: Class 2 contains 77131 members 
Entering Unmasked Estep 
Score: -24848168.000000 Penalty: 5991.952637
	Iteration 83Q: 3 clusters Score -2.484817e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98900 members 
Mstep: Class 2 contains 77507 members 
Entering Unmasked Estep 
Score: -24848252.000000 Penalty: 5991.952637
	Iteration 84Q: 3 clusters Score -2.484825e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98495 members 
Mstep: Class 2 contains 77912 members 
Entering Unmasked Estep 
Score: -24848254.000000 Penalty: 5991.952637
	Iteration 85Q: 3 clusters Score -2.484825e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98102 members 
Mstep: Class 2 contains 78305 members 
Entering Unmasked Estep 
Score: -24848296.000000 Penalty: 5991.952637
	Iteration 86Q: 3 clusters Score -2.48483e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97681 members 
Mstep: Class 2 contains 78726 members 
Entering Unmasked Estep 
Score: -24848368.000000 Penalty: 5991.952637
	Iteration 87Q: 3 clusters Score -2.484837e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97269 members 
Mstep: Class 2 contains 79138 members 
Entering Unmasked Estep 
Score: -24848448.000000 Penalty: 5991.952637
	Iteration 88Q: 3 clusters Score -2.484845e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96835 members 
Mstep: Class 2 contains 79572 members 
Entering Unmasked Estep 
Score: -24848452.000000 Penalty: 5991.952637
	Iteration 89Q: 3 clusters Score -2.484845e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96403 members 
Mstep: Class 2 contains 80004 members 
Entering Unmasked Estep 
Score: -24848474.000000 Penalty: 5991.952637
	Iteration 90Q: 3 clusters Score -2.484847e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95994 members 
Mstep: Class 2 contains 80413 members 
Entering Unmasked Estep 
Score: -24848478.000000 Penalty: 5991.952637
	Iteration 91Q: 3 clusters Score -2.484848e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95579 members 
Mstep: Class 2 contains 80828 members 
Entering Unmasked Estep 
Score: -24848520.000000 Penalty: 5991.952637
	Iteration 92Q: 3 clusters Score -2.484852e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95211 members 
Mstep: Class 2 contains 81196 members 
Entering Unmasked Estep 
Score: -24848600.000000 Penalty: 5991.952637
	Iteration 93Q: 3 clusters Score -2.48486e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94849 members 
Mstep: Class 2 contains 81558 members 
Entering Unmasked Estep 
Score: -24848636.000000 Penalty: 5991.952637
	Iteration 94Q: 3 clusters Score -2.484864e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94461 members 
Mstep: Class 2 contains 81946 members 
Entering Unmasked Estep 
Score: -24848676.000000 Penalty: 5991.952637
	Iteration 95Q: 3 clusters Score -2.484868e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94085 members 
Mstep: Class 2 contains 82322 members 
Entering Unmasked Estep 
Score: -24848706.000000 Penalty: 5991.952637
	Iteration 96Q: 3 clusters Score -2.484871e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93737 members 
Mstep: Class 2 contains 82670 members 
Entering Unmasked Estep 
Score: -24848764.000000 Penalty: 5991.952637
	Iteration 97Q: 3 clusters Score -2.484876e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93366 members 
Mstep: Class 2 contains 83041 members 
Entering Unmasked Estep 
Score: -24848794.000000 Penalty: 5991.952637
	Iteration 98Q: 3 clusters Score -2.484879e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93015 members 
Mstep: Class 2 contains 83392 members 
Entering Unmasked Estep 
Score: -24848830.000000 Penalty: 5991.952637
	Iteration 99Q: 3 clusters Score -2.484883e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92693 members 
Mstep: Class 2 contains 83714 members 
Entering Unmasked Estep 
Score: -24848928.000000 Penalty: 5991.952637
	Iteration 100F: 3 clusters Score -2.484893e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92356 members 
Mstep: Class 2 contains 84051 members 
Entering Unmasked Estep 
Score: -24848996.000000 Penalty: 5991.952637
	Iteration 101Q: 3 clusters Score -2.4849e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92001 members 
Mstep: Class 2 contains 84406 members 
Entering Unmasked Estep 
Score: -24849018.000000 Penalty: 5991.952637
	Iteration 102Q: 3 clusters Score -2.484902e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91614 members 
Mstep: Class 2 contains 84793 members 
Entering Unmasked Estep 
Score: -24849124.000000 Penalty: 5991.952637
	Iteration 103Q: 3 clusters Score -2.484912e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91240 members 
Mstep: Class 2 contains 85167 members 
Entering Unmasked Estep 
Score: -24849208.000000 Penalty: 5991.952637
	Iteration 104Q: 3 clusters Score -2.484921e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90875 members 
Mstep: Class 2 contains 85532 members 
Entering Unmasked Estep 
Score: -24849238.000000 Penalty: 5991.952637
	Iteration 105Q: 3 clusters Score -2.484924e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90507 members 
Mstep: Class 2 contains 85900 members 
Entering Unmasked Estep 
Score: -24849254.000000 Penalty: 5991.952637
	Iteration 106Q: 3 clusters Score -2.484925e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90125 members 
Mstep: Class 2 contains 86282 members 
Entering Unmasked Estep 
Score: -24849176.000000 Penalty: 5991.952637
	Iteration 107Q: 3 clusters Score -2.484918e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89780 members 
Mstep: Class 2 contains 86627 members 
Entering Unmasked Estep 
Score: -24849208.000000 Penalty: 5991.952637
	Iteration 108Q: 3 clusters Score -2.484921e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89422 members 
Mstep: Class 2 contains 86985 members 
Entering Unmasked Estep 
Score: -24849180.000000 Penalty: 5991.952637
	Iteration 109Q: 3 clusters Score -2.484918e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89034 members 
Mstep: Class 2 contains 87373 members 
Entering Unmasked Estep 
Score: -24849176.000000 Penalty: 5991.952637
	Iteration 110Q: 3 clusters Score -2.484918e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88636 members 
Mstep: Class 2 contains 87771 members 
Entering Unmasked Estep 
Score: -24849260.000000 Penalty: 5991.952637
	Iteration 111Q: 3 clusters Score -2.484926e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88256 members 
Mstep: Class 2 contains 88151 members 
Entering Unmasked Estep 
Score: -24849206.000000 Penalty: 5991.952637
	Iteration 112Q: 3 clusters Score -2.484921e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87893 members 
Mstep: Class 2 contains 88514 members 
Entering Unmasked Estep 
Score: -24849220.000000 Penalty: 5991.952637
	Iteration 113Q: 3 clusters Score -2.484922e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87524 members 
Mstep: Class 2 contains 88883 members 
Entering Unmasked Estep 
Score: -24849174.000000 Penalty: 5991.952637
	Iteration 114Q: 3 clusters Score -2.484917e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87161 members 
Mstep: Class 2 contains 89246 members 
Entering Unmasked Estep 
Score: -24849164.000000 Penalty: 5991.952637
	Iteration 115Q: 3 clusters Score -2.484916e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86796 members 
Mstep: Class 2 contains 89611 members 
Entering Unmasked Estep 
Score: -24849252.000000 Penalty: 5991.952637
	Iteration 116Q: 3 clusters Score -2.484925e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86438 members 
Mstep: Class 2 contains 89969 members 
Entering Unmasked Estep 
Score: -24849348.000000 Penalty: 5991.952637
	Iteration 117Q: 3 clusters Score -2.484935e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86090 members 
Mstep: Class 2 contains 90317 members 
Entering Unmasked Estep 
Score: -24849338.000000 Penalty: 5991.952637
	Iteration 118Q: 3 clusters Score -2.484934e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85778 members 
Mstep: Class 2 contains 90629 members 
Entering Unmasked Estep 
Score: -24849394.000000 Penalty: 5991.952637
	Iteration 119Q: 3 clusters Score -2.484939e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85475 members 
Mstep: Class 2 contains 90932 members 
Entering Unmasked Estep 
Score: -24849428.000000 Penalty: 5991.952637
	Iteration 120F: 3 clusters Score -2.484943e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85170 members 
Mstep: Class 2 contains 91237 members 
Entering Unmasked Estep 
Score: -24849424.000000 Penalty: 5991.952637
	Iteration 121Q: 3 clusters Score -2.484942e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84864 members 
Mstep: Class 2 contains 91543 members 
Entering Unmasked Estep 
Score: -24849452.000000 Penalty: 5991.952637
	Iteration 122Q: 3 clusters Score -2.484945e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84554 members 
Mstep: Class 2 contains 91853 members 
Entering Unmasked Estep 
Score: -24849480.000000 Penalty: 5991.952637
	Iteration 123Q: 3 clusters Score -2.484948e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84241 members 
Mstep: Class 2 contains 92166 members 
Entering Unmasked Estep 
Score: -24849468.000000 Penalty: 5991.952637
	Iteration 124Q: 3 clusters Score -2.484947e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83921 members 
Mstep: Class 2 contains 92486 members 
Entering Unmasked Estep 
Score: -24849494.000000 Penalty: 5991.952637
	Iteration 125Q: 3 clusters Score -2.484949e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83594 members 
Mstep: Class 2 contains 92813 members 
Entering Unmasked Estep 
Score: -24849474.000000 Penalty: 5991.952637
	Iteration 126Q: 3 clusters Score -2.484947e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83297 members 
Mstep: Class 2 contains 93110 members 
Entering Unmasked Estep 
Score: -24849466.000000 Penalty: 5991.952637
	Iteration 127Q: 3 clusters Score -2.484947e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82990 members 
Mstep: Class 2 contains 93417 members 
Entering Unmasked Estep 
Score: -24849462.000000 Penalty: 5991.952637
	Iteration 128Q: 3 clusters Score -2.484946e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82687 members 
Mstep: Class 2 contains 93720 members 
Entering Unmasked Estep 
Score: -24849392.000000 Penalty: 5991.952637
	Iteration 129Q: 3 clusters Score -2.484939e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82369 members 
Mstep: Class 2 contains 94038 members 
Entering Unmasked Estep 
Score: -24849382.000000 Penalty: 5991.952637
	Iteration 130Q: 3 clusters Score -2.484938e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82063 members 
Mstep: Class 2 contains 94344 members 
Entering Unmasked Estep 
Score: -24849384.000000 Penalty: 5991.952637
	Iteration 131Q: 3 clusters Score -2.484938e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81760 members 
Mstep: Class 2 contains 94647 members 
Entering Unmasked Estep 
Score: -24849356.000000 Penalty: 5991.952637
	Iteration 132Q: 3 clusters Score -2.484936e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81436 members 
Mstep: Class 2 contains 94971 members 
Entering Unmasked Estep 
Score: -24849352.000000 Penalty: 5991.952637
	Iteration 133Q: 3 clusters Score -2.484935e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81102 members 
Mstep: Class 2 contains 95305 members 
Entering Unmasked Estep 
Score: -24849426.000000 Penalty: 5991.952637
	Iteration 134Q: 3 clusters Score -2.484943e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80748 members 
Mstep: Class 2 contains 95659 members 
Entering Unmasked Estep 
Score: -24849492.000000 Penalty: 5991.952637
	Iteration 135Q: 3 clusters Score -2.484949e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80421 members 
Mstep: Class 2 contains 95986 members 
Entering Unmasked Estep 
Score: -24849444.000000 Penalty: 5991.952637
	Iteration 136Q: 3 clusters Score -2.484944e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80100 members 
Mstep: Class 2 contains 96307 members 
Entering Unmasked Estep 
Score: -24849438.000000 Penalty: 5991.952637
	Iteration 137Q: 3 clusters Score -2.484944e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79801 members 
Mstep: Class 2 contains 96606 members 
Entering Unmasked Estep 
Score: -24849476.000000 Penalty: 5991.952637
	Iteration 138Q: 3 clusters Score -2.484948e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79516 members 
Mstep: Class 2 contains 96891 members 
Entering Unmasked Estep 
Score: -24849462.000000 Penalty: 5991.952637
	Iteration 139Q: 3 clusters Score -2.484946e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79228 members 
Mstep: Class 2 contains 97179 members 
Entering Unmasked Estep 
Score: -24849502.000000 Penalty: 5991.952637
	Iteration 140F: 3 clusters Score -2.48495e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78960 members 
Mstep: Class 2 contains 97447 members 
Entering Unmasked Estep 
Score: -24849510.000000 Penalty: 5991.952637
	Iteration 141Q: 3 clusters Score -2.484951e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78708 members 
Mstep: Class 2 contains 97699 members 
Entering Unmasked Estep 
Score: -24849444.000000 Penalty: 5991.952637
	Iteration 142Q: 3 clusters Score -2.484944e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78416 members 
Mstep: Class 2 contains 97991 members 
Entering Unmasked Estep 
Score: -24849468.000000 Penalty: 5991.952637
	Iteration 143Q: 3 clusters Score -2.484947e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78155 members 
Mstep: Class 2 contains 98252 members 
Entering Unmasked Estep 
Score: -24849416.000000 Penalty: 5991.952637
	Iteration 144Q: 3 clusters Score -2.484942e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77867 members 
Mstep: Class 2 contains 98540 members 
Entering Unmasked Estep 
Score: -24849394.000000 Penalty: 5991.952637
	Iteration 145Q: 3 clusters Score -2.484939e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77554 members 
Mstep: Class 2 contains 98853 members 
Entering Unmasked Estep 
Score: -24849378.000000 Penalty: 5991.952637
	Iteration 146Q: 3 clusters Score -2.484938e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77242 members 
Mstep: Class 2 contains 99165 members 
Entering Unmasked Estep 
Score: -24849360.000000 Penalty: 5991.952637
	Iteration 147Q: 3 clusters Score -2.484936e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76914 members 
Mstep: Class 2 contains 99493 members 
Entering Unmasked Estep 
Score: -24849308.000000 Penalty: 5991.952637
	Iteration 148Q: 3 clusters Score -2.484931e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76602 members 
Mstep: Class 2 contains 99805 members 
Entering Unmasked Estep 
Score: -24849278.000000 Penalty: 5991.952637
	Iteration 149Q: 3 clusters Score -2.484928e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76282 members 
Mstep: Class 2 contains 100125 members 
Entering Unmasked Estep 
Score: -24849240.000000 Penalty: 5991.952637
	Iteration 150Q: 3 clusters Score -2.484924e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75929 members 
Mstep: Class 2 contains 100478 members 
Entering Unmasked Estep 
Score: -24849228.000000 Penalty: 5991.952637
	Iteration 151Q: 3 clusters Score -2.484923e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75541 members 
Mstep: Class 2 contains 100866 members 
Entering Unmasked Estep 
Score: -24849224.000000 Penalty: 5991.952637
	Iteration 152Q: 3 clusters Score -2.484922e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75107 members 
Mstep: Class 2 contains 101300 members 
Entering Unmasked Estep 
Score: -24849256.000000 Penalty: 5991.952637
	Iteration 153Q: 3 clusters Score -2.484926e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74678 members 
Mstep: Class 2 contains 101729 members 
Entering Unmasked Estep 
Score: -24849260.000000 Penalty: 5991.952637
	Iteration 154Q: 3 clusters Score -2.484926e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74277 members 
Mstep: Class 2 contains 102130 members 
Entering Unmasked Estep 
Score: -24849302.000000 Penalty: 5991.952637
	Iteration 155Q: 3 clusters Score -2.48493e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73919 members 
Mstep: Class 2 contains 102488 members 
Entering Unmasked Estep 
Score: -24849256.000000 Penalty: 5991.952637
	Iteration 156Q: 3 clusters Score -2.484926e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73569 members 
Mstep: Class 2 contains 102838 members 
Entering Unmasked Estep 
Score: -24849238.000000 Penalty: 5991.952637
	Iteration 157Q: 3 clusters Score -2.484924e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73248 members 
Mstep: Class 2 contains 103159 members 
Entering Unmasked Estep 
Score: -24849258.000000 Penalty: 5991.952637
	Iteration 158Q: 3 clusters Score -2.484926e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72887 members 
Mstep: Class 2 contains 103520 members 
Entering Unmasked Estep 
Score: -24849260.000000 Penalty: 5991.952637
	Iteration 159Q: 3 clusters Score -2.484926e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72534 members 
Mstep: Class 2 contains 103873 members 
Entering Unmasked Estep 
Score: -24849280.000000 Penalty: 5991.952637
	Iteration 160F: 3 clusters Score -2.484928e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72209 members 
Mstep: Class 2 contains 104198 members 
Entering Unmasked Estep 
Score: -24849264.000000 Penalty: 5991.952637
	Iteration 161Q: 3 clusters Score -2.484926e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71898 members 
Mstep: Class 2 contains 104509 members 
Entering Unmasked Estep 
Score: -24849236.000000 Penalty: 5991.952637
	Iteration 162Q: 3 clusters Score -2.484924e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71612 members 
Mstep: Class 2 contains 104795 members 
Entering Unmasked Estep 
Score: -24849238.000000 Penalty: 5991.952637
	Iteration 163Q: 3 clusters Score -2.484924e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71281 members 
Mstep: Class 2 contains 105126 members 
Entering Unmasked Estep 
Score: -24849256.000000 Penalty: 5991.952637
	Iteration 164Q: 3 clusters Score -2.484926e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70932 members 
Mstep: Class 2 contains 105475 members 
Entering Unmasked Estep 
Score: -24849254.000000 Penalty: 5991.952637
	Iteration 165Q: 3 clusters Score -2.484925e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70593 members 
Mstep: Class 2 contains 105814 members 
Entering Unmasked Estep 
Score: -24849240.000000 Penalty: 5991.952637
	Iteration 166Q: 3 clusters Score -2.484924e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70268 members 
Mstep: Class 2 contains 106139 members 
Entering Unmasked Estep 
Score: -24849154.000000 Penalty: 5991.952637
	Iteration 167Q: 3 clusters Score -2.484915e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69938 members 
Mstep: Class 2 contains 106469 members 
Entering Unmasked Estep 
Score: -24849132.000000 Penalty: 5991.952637
	Iteration 168Q: 3 clusters Score -2.484913e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69602 members 
Mstep: Class 2 contains 106805 members 
Entering Unmasked Estep 
Score: -24849134.000000 Penalty: 5991.952637
	Iteration 169Q: 3 clusters Score -2.484913e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69287 members 
Mstep: Class 2 contains 107120 members 
Entering Unmasked Estep 
Score: -24849148.000000 Penalty: 5991.952637
	Iteration 170Q: 3 clusters Score -2.484915e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68981 members 
Mstep: Class 2 contains 107426 members 
Entering Unmasked Estep 
Score: -24849128.000000 Penalty: 5991.952637
	Iteration 171Q: 3 clusters Score -2.484913e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68719 members 
Mstep: Class 2 contains 107688 members 
Entering Unmasked Estep 
Score: -24849112.000000 Penalty: 5991.952637
	Iteration 172Q: 3 clusters Score -2.484911e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68449 members 
Mstep: Class 2 contains 107958 members 
Entering Unmasked Estep 
Score: -24849118.000000 Penalty: 5991.952637
	Iteration 173Q: 3 clusters Score -2.484912e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68178 members 
Mstep: Class 2 contains 108229 members 
Entering Unmasked Estep 
Score: -24849072.000000 Penalty: 5991.952637
	Iteration 174Q: 3 clusters Score -2.484907e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67926 members 
Mstep: Class 2 contains 108481 members 
Entering Unmasked Estep 
Score: -24849054.000000 Penalty: 5991.952637
	Iteration 175Q: 3 clusters Score -2.484905e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67677 members 
Mstep: Class 2 contains 108730 members 
Entering Unmasked Estep 
Score: -24849106.000000 Penalty: 5991.952637
	Iteration 176Q: 3 clusters Score -2.484911e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67402 members 
Mstep: Class 2 contains 109005 members 
Entering Unmasked Estep 
Score: -24849084.000000 Penalty: 5991.952637
	Iteration 177Q: 3 clusters Score -2.484908e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67156 members 
Mstep: Class 2 contains 109251 members 
Entering Unmasked Estep 
Score: -24849048.000000 Penalty: 5991.952637
	Iteration 178Q: 3 clusters Score -2.484905e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66912 members 
Mstep: Class 2 contains 109495 members 
Entering Unmasked Estep 
Score: -24849070.000000 Penalty: 5991.952637
	Iteration 179Q: 3 clusters Score -2.484907e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66652 members 
Mstep: Class 2 contains 109755 members 
Entering Unmasked Estep 
Score: -24849054.000000 Penalty: 5991.952637
	Iteration 180F: 3 clusters Score -2.484905e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66395 members 
Mstep: Class 2 contains 110012 members 
Entering Unmasked Estep 
Score: -24849060.000000 Penalty: 5991.952637
	Iteration 181Q: 3 clusters Score -2.484906e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66157 members 
Mstep: Class 2 contains 110250 members 
Entering Unmasked Estep 
Score: -24849014.000000 Penalty: 5991.952637
	Iteration 182Q: 3 clusters Score -2.484901e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65925 members 
Mstep: Class 2 contains 110482 members 
Entering Unmasked Estep 
Score: -24849044.000000 Penalty: 5991.952637
	Iteration 183Q: 3 clusters Score -2.484904e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65689 members 
Mstep: Class 2 contains 110718 members 
Entering Unmasked Estep 
Score: -24849048.000000 Penalty: 5991.952637
	Iteration 184Q: 3 clusters Score -2.484905e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65457 members 
Mstep: Class 2 contains 110950 members 
Entering Unmasked Estep 
Score: -24849008.000000 Penalty: 5991.952637
	Iteration 185Q: 3 clusters Score -2.484901e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65238 members 
Mstep: Class 2 contains 111169 members 
Entering Unmasked Estep 
Score: -24849074.000000 Penalty: 5991.952637
	Iteration 186Q: 3 clusters Score -2.484907e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64997 members 
Mstep: Class 2 contains 111410 members 
Entering Unmasked Estep 
Score: -24849044.000000 Penalty: 5991.952637
	Iteration 187Q: 3 clusters Score -2.484904e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64728 members 
Mstep: Class 2 contains 111679 members 
Entering Unmasked Estep 
Score: -24849012.000000 Penalty: 5991.952637
	Iteration 188Q: 3 clusters Score -2.484901e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64446 members 
Mstep: Class 2 contains 111961 members 
Entering Unmasked Estep 
Score: -24849022.000000 Penalty: 5991.952637
	Iteration 189Q: 3 clusters Score -2.484902e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64167 members 
Mstep: Class 2 contains 112240 members 
Entering Unmasked Estep 
Score: -24849060.000000 Penalty: 5991.952637
	Iteration 190Q: 3 clusters Score -2.484906e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63901 members 
Mstep: Class 2 contains 112506 members 
Entering Unmasked Estep 
Score: -24849050.000000 Penalty: 5991.952637
	Iteration 191Q: 3 clusters Score -2.484905e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63618 members 
Mstep: Class 2 contains 112789 members 
Entering Unmasked Estep 
Score: -24849060.000000 Penalty: 5991.952637
	Iteration 192Q: 3 clusters Score -2.484906e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63350 members 
Mstep: Class 2 contains 113057 members 
Entering Unmasked Estep 
Score: -24849030.000000 Penalty: 5991.952637
	Iteration 193Q: 3 clusters Score -2.484903e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63083 members 
Mstep: Class 2 contains 113324 members 
Entering Unmasked Estep 
Score: -24849040.000000 Penalty: 5991.952637
	Iteration 194Q: 3 clusters Score -2.484904e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62806 members 
Mstep: Class 2 contains 113601 members 
Entering Unmasked Estep 
Score: -24849008.000000 Penalty: 5991.952637
	Iteration 195Q: 3 clusters Score -2.484901e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62555 members 
Mstep: Class 2 contains 113852 members 
Entering Unmasked Estep 
Score: -24849038.000000 Penalty: 5991.952637
	Iteration 196Q: 3 clusters Score -2.484904e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62293 members 
Mstep: Class 2 contains 114114 members 
Entering Unmasked Estep 
Score: -24849026.000000 Penalty: 5991.952637
	Iteration 197Q: 3 clusters Score -2.484903e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62029 members 
Mstep: Class 2 contains 114378 members 
Entering Unmasked Estep 
Score: -24849096.000000 Penalty: 5991.952637
	Iteration 198Q: 3 clusters Score -2.48491e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61780 members 
Mstep: Class 2 contains 114627 members 
Entering Unmasked Estep 
Score: -24849102.000000 Penalty: 5991.952637
	Iteration 199Q: 3 clusters Score -2.48491e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61546 members 
Mstep: Class 2 contains 114861 members 
Entering Unmasked Estep 
Score: -24849040.000000 Penalty: 5991.952637
	Iteration 200F: 3 clusters Score -2.484904e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61328 members 
Mstep: Class 2 contains 115079 members 
Entering Unmasked Estep 
Score: -24849074.000000 Penalty: 5991.952637
	Iteration 201Q: 3 clusters Score -2.484907e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61125 members 
Mstep: Class 2 contains 115282 members 
Entering Unmasked Estep 
Score: -24849008.000000 Penalty: 5991.952637
	Iteration 202Q: 3 clusters Score -2.484901e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60925 members 
Mstep: Class 2 contains 115482 members 
Entering Unmasked Estep 
Score: -24848978.000000 Penalty: 5991.952637
	Iteration 203Q: 3 clusters Score -2.484898e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60724 members 
Mstep: Class 2 contains 115683 members 
Entering Unmasked Estep 
Score: -24848924.000000 Penalty: 5991.952637
	Iteration 204Q: 3 clusters Score -2.484892e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60541 members 
Mstep: Class 2 contains 115866 members 
Entering Unmasked Estep 
Score: -24848878.000000 Penalty: 5991.952637
	Iteration 205Q: 3 clusters Score -2.484888e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60345 members 
Mstep: Class 2 contains 116062 members 
Entering Unmasked Estep 
Score: -24848904.000000 Penalty: 5991.952637
	Iteration 206Q: 3 clusters Score -2.48489e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60141 members 
Mstep: Class 2 contains 116266 members 
Entering Unmasked Estep 
Score: -24848904.000000 Penalty: 5991.952637
	Iteration 207Q: 3 clusters Score -2.48489e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59926 members 
Mstep: Class 2 contains 116481 members 
Entering Unmasked Estep 
Score: -24848848.000000 Penalty: 5991.952637
	Iteration 208Q: 3 clusters Score -2.484885e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59704 members 
Mstep: Class 2 contains 116703 members 
Entering Unmasked Estep 
Score: -24848878.000000 Penalty: 5991.952637
	Iteration 209Q: 3 clusters Score -2.484888e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59511 members 
Mstep: Class 2 contains 116896 members 
Entering Unmasked Estep 
Score: -24848854.000000 Penalty: 5991.952637
	Iteration 210Q: 3 clusters Score -2.484885e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59322 members 
Mstep: Class 2 contains 117085 members 
Entering Unmasked Estep 
Score: -24848896.000000 Penalty: 5991.952637
	Iteration 211Q: 3 clusters Score -2.48489e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59156 members 
Mstep: Class 2 contains 117251 members 
Entering Unmasked Estep 
Score: -24848906.000000 Penalty: 5991.952637
	Iteration 212Q: 3 clusters Score -2.484891e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58992 members 
Mstep: Class 2 contains 117415 members 
Entering Unmasked Estep 
Score: -24848894.000000 Penalty: 5991.952637
	Iteration 213Q: 3 clusters Score -2.484889e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58845 members 
Mstep: Class 2 contains 117562 members 
Entering Unmasked Estep 
Score: -24848884.000000 Penalty: 5991.952637
	Iteration 214Q: 3 clusters Score -2.484888e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58703 members 
Mstep: Class 2 contains 117704 members 
Entering Unmasked Estep 
Score: -24848866.000000 Penalty: 5991.952637
	Iteration 215Q: 3 clusters Score -2.484887e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58556 members 
Mstep: Class 2 contains 117851 members 
Entering Unmasked Estep 
Score: -24848846.000000 Penalty: 5991.952637
	Iteration 216Q: 3 clusters Score -2.484885e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58410 members 
Mstep: Class 2 contains 117997 members 
Entering Unmasked Estep 
Score: -24848842.000000 Penalty: 5991.952637
	Iteration 217Q: 3 clusters Score -2.484884e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58274 members 
Mstep: Class 2 contains 118133 members 
Entering Unmasked Estep 
Score: -24848786.000000 Penalty: 5991.952637
	Iteration 218Q: 3 clusters Score -2.484879e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58143 members 
Mstep: Class 2 contains 118264 members 
Entering Unmasked Estep 
Score: -24848808.000000 Penalty: 5991.952637
	Iteration 219Q: 3 clusters Score -2.484881e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58010 members 
Mstep: Class 2 contains 118397 members 
Entering Unmasked Estep 
Score: -24848818.000000 Penalty: 5991.952637
	Iteration 220F: 3 clusters Score -2.484882e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57851 members 
Mstep: Class 2 contains 118556 members 
Entering Unmasked Estep 
Score: -24848862.000000 Penalty: 5991.952637
	Iteration 221Q: 3 clusters Score -2.484886e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57699 members 
Mstep: Class 2 contains 118708 members 
Entering Unmasked Estep 
Score: -24848834.000000 Penalty: 5991.952637
	Iteration 222Q: 3 clusters Score -2.484883e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57535 members 
Mstep: Class 2 contains 118872 members 
Entering Unmasked Estep 
Score: -24848826.000000 Penalty: 5991.952637
	Iteration 223Q: 3 clusters Score -2.484883e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57341 members 
Mstep: Class 2 contains 119066 members 
Entering Unmasked Estep 
Score: -24848830.000000 Penalty: 5991.952637
	Iteration 224Q: 3 clusters Score -2.484883e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57158 members 
Mstep: Class 2 contains 119249 members 
Entering Unmasked Estep 
Score: -24848842.000000 Penalty: 5991.952637
	Iteration 225Q: 3 clusters Score -2.484884e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56936 members 
Mstep: Class 2 contains 119471 members 
Entering Unmasked Estep 
Score: -24848836.000000 Penalty: 5991.952637
	Iteration 226Q: 3 clusters Score -2.484884e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56723 members 
Mstep: Class 2 contains 119684 members 
Entering Unmasked Estep 
Score: -24848832.000000 Penalty: 5991.952637
	Iteration 227Q: 3 clusters Score -2.484883e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56509 members 
Mstep: Class 2 contains 119898 members 
Entering Unmasked Estep 
Score: -24848800.000000 Penalty: 5991.952637
	Iteration 228Q: 3 clusters Score -2.48488e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56279 members 
Mstep: Class 2 contains 120128 members 
Entering Unmasked Estep 
Score: -24848854.000000 Penalty: 5991.952637
	Iteration 229Q: 3 clusters Score -2.484885e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56035 members 
Mstep: Class 2 contains 120372 members 
Entering Unmasked Estep 
Score: -24848852.000000 Penalty: 5991.952637
	Iteration 230Q: 3 clusters Score -2.484885e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55793 members 
Mstep: Class 2 contains 120614 members 
Entering Unmasked Estep 
Score: -24848852.000000 Penalty: 5991.952637
	Iteration 231Q: 3 clusters Score -2.484885e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55534 members 
Mstep: Class 2 contains 120873 members 
Entering Unmasked Estep 
Score: -24848918.000000 Penalty: 5991.952637
	Iteration 232Q: 3 clusters Score -2.484892e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55303 members 
Mstep: Class 2 contains 121104 members 
Entering Unmasked Estep 
Score: -24848940.000000 Penalty: 5991.952637
	Iteration 233Q: 3 clusters Score -2.484894e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55059 members 
Mstep: Class 2 contains 121348 members 
Entering Unmasked Estep 
Score: -24848940.000000 Penalty: 5991.952637
	Iteration 234Q: 3 clusters Score -2.484894e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54823 members 
Mstep: Class 2 contains 121584 members 
Entering Unmasked Estep 
Score: -24848916.000000 Penalty: 5991.952637
	Iteration 235Q: 3 clusters Score -2.484892e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54575 members 
Mstep: Class 2 contains 121832 members 
Entering Unmasked Estep 
Score: -24848910.000000 Penalty: 5991.952637
	Iteration 236Q: 3 clusters Score -2.484891e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54303 members 
Mstep: Class 2 contains 122104 members 
Entering Unmasked Estep 
Score: -24848854.000000 Penalty: 5991.952637
	Iteration 237Q: 3 clusters Score -2.484885e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54016 members 
Mstep: Class 2 contains 122391 members 
Entering Unmasked Estep 
Score: -24848856.000000 Penalty: 5991.952637
	Iteration 238Q: 3 clusters Score -2.484886e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53747 members 
Mstep: Class 2 contains 122660 members 
Entering Unmasked Estep 
Score: -24848876.000000 Penalty: 5991.952637
	Iteration 239Q: 3 clusters Score -2.484888e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53455 members 
Mstep: Class 2 contains 122952 members 
Entering Unmasked Estep 
Score: -24848830.000000 Penalty: 5991.952637
	Iteration 240F: 3 clusters Score -2.484883e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53219 members 
Mstep: Class 2 contains 123188 members 
Entering Unmasked Estep 
Score: -24848796.000000 Penalty: 5991.952637
	Iteration 241Q: 3 clusters Score -2.48488e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52977 members 
Mstep: Class 2 contains 123430 members 
Entering Unmasked Estep 
Score: -24848900.000000 Penalty: 5991.952637
	Iteration 242Q: 3 clusters Score -2.48489e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52736 members 
Mstep: Class 2 contains 123671 members 
Entering Unmasked Estep 
Score: -24848918.000000 Penalty: 5991.952637
	Iteration 243Q: 3 clusters Score -2.484892e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52456 members 
Mstep: Class 2 contains 123951 members 
Entering Unmasked Estep 
Score: -24848906.000000 Penalty: 5991.952637
	Iteration 244Q: 3 clusters Score -2.484891e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52179 members 
Mstep: Class 2 contains 124228 members 
Entering Unmasked Estep 
Score: -24848930.000000 Penalty: 5991.952637
	Iteration 245Q: 3 clusters Score -2.484893e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51927 members 
Mstep: Class 2 contains 124480 members 
Entering Unmasked Estep 
Score: -24848964.000000 Penalty: 5991.952637
	Iteration 246Q: 3 clusters Score -2.484896e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51669 members 
Mstep: Class 2 contains 124738 members 
Entering Unmasked Estep 
Score: -24848972.000000 Penalty: 5991.952637
	Iteration 247Q: 3 clusters Score -2.484897e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51391 members 
Mstep: Class 2 contains 125016 members 
Entering Unmasked Estep 
Score: -24849004.000000 Penalty: 5991.952637
	Iteration 248Q: 3 clusters Score -2.4849e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51114 members 
Mstep: Class 2 contains 125293 members 
Entering Unmasked Estep 
Score: -24848964.000000 Penalty: 5991.952637
	Iteration 249Q: 3 clusters Score -2.484896e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50845 members 
Mstep: Class 2 contains 125562 members 
Entering Unmasked Estep 
Score: -24849018.000000 Penalty: 5991.952637
	Iteration 250Q: 3 clusters Score -2.484902e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50547 members 
Mstep: Class 2 contains 125860 members 
Entering Unmasked Estep 
Score: -24849088.000000 Penalty: 5991.952637
	Iteration 251Q: 3 clusters Score -2.484909e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50266 members 
Mstep: Class 2 contains 126141 members 
Entering Unmasked Estep 
Score: -24849024.000000 Penalty: 5991.952637
	Iteration 252Q: 3 clusters Score -2.484902e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49983 members 
Mstep: Class 2 contains 126424 members 
Entering Unmasked Estep 
Score: -24849050.000000 Penalty: 5991.952637
	Iteration 253Q: 3 clusters Score -2.484905e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49731 members 
Mstep: Class 2 contains 126676 members 
Entering Unmasked Estep 
Score: -24848990.000000 Penalty: 5991.952637
	Iteration 254Q: 3 clusters Score -2.484899e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49472 members 
Mstep: Class 2 contains 126935 members 
Entering Unmasked Estep 
Score: -24848982.000000 Penalty: 5991.952637
	Iteration 255Q: 3 clusters Score -2.484898e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49214 members 
Mstep: Class 2 contains 127193 members 
Entering Unmasked Estep 
Score: -24848932.000000 Penalty: 5991.952637
	Iteration 256Q: 3 clusters Score -2.484893e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48973 members 
Mstep: Class 2 contains 127434 members 
Entering Unmasked Estep 
Score: -24848918.000000 Penalty: 5991.952637
	Iteration 257Q: 3 clusters Score -2.484892e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48722 members 
Mstep: Class 2 contains 127685 members 
Entering Unmasked Estep 
Score: -24848938.000000 Penalty: 5991.952637
	Iteration 258Q: 3 clusters Score -2.484894e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48490 members 
Mstep: Class 2 contains 127917 members 
Entering Unmasked Estep 
Score: -24848904.000000 Penalty: 5991.952637
	Iteration 259Q: 3 clusters Score -2.48489e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48244 members 
Mstep: Class 2 contains 128163 members 
Entering Unmasked Estep 
Score: -24848900.000000 Penalty: 5991.952637
	Iteration 260F: 3 clusters Score -2.48489e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47994 members 
Mstep: Class 2 contains 128413 members 
Entering Unmasked Estep 
Score: -24848918.000000 Penalty: 5991.952637
	Iteration 261Q: 3 clusters Score -2.484892e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47738 members 
Mstep: Class 2 contains 128669 members 
Entering Unmasked Estep 
Score: -24848906.000000 Penalty: 5991.952637
	Iteration 262Q: 3 clusters Score -2.484891e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47477 members 
Mstep: Class 2 contains 128930 members 
Entering Unmasked Estep 
Score: -24848918.000000 Penalty: 5991.952637
	Iteration 263Q: 3 clusters Score -2.484892e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47230 members 
Mstep: Class 2 contains 129177 members 
Entering Unmasked Estep 
Score: -24848900.000000 Penalty: 5991.952637
	Iteration 264Q: 3 clusters Score -2.48489e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 129423 members 
Entering Unmasked Estep 
Score: -24848868.000000 Penalty: 5991.952637
	Iteration 265Q: 3 clusters Score -2.484887e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46745 members 
Mstep: Class 2 contains 129662 members 
Entering Unmasked Estep 
Score: -24848886.000000 Penalty: 5991.952637
	Iteration 266Q: 3 clusters Score -2.484889e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46481 members 
Mstep: Class 2 contains 129926 members 
Entering Unmasked Estep 
Score: -24848890.000000 Penalty: 5991.952637
	Iteration 267Q: 3 clusters Score -2.484889e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46218 members 
Mstep: Class 2 contains 130189 members 
Entering Unmasked Estep 
Score: -24848918.000000 Penalty: 5991.952637
	Iteration 268Q: 3 clusters Score -2.484892e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45959 members 
Mstep: Class 2 contains 130448 members 
Entering Unmasked Estep 
Score: -24848924.000000 Penalty: 5991.952637
	Iteration 269Q: 3 clusters Score -2.484892e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45668 members 
Mstep: Class 2 contains 130739 members 
Entering Unmasked Estep 
Score: -24848966.000000 Penalty: 5991.952637
	Iteration 270Q: 3 clusters Score -2.484897e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45363 members 
Mstep: Class 2 contains 131044 members 
Entering Unmasked Estep 
Score: -24849016.000000 Penalty: 5991.952637
	Iteration 271Q: 3 clusters Score -2.484902e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 131356 members 
Entering Unmasked Estep 
Score: -24849046.000000 Penalty: 5991.952637
	Iteration 272Q: 3 clusters Score -2.484905e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 131657 members 
Entering Unmasked Estep 
Score: -24849082.000000 Penalty: 5991.952637
	Iteration 273Q: 3 clusters Score -2.484908e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 131984 members 
Entering Unmasked Estep 
Score: -24849100.000000 Penalty: 5991.952637
	Iteration 274Q: 3 clusters Score -2.48491e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 132290 members 
Entering Unmasked Estep 
Score: -24849100.000000 Penalty: 5991.952637
	Iteration 275Q: 3 clusters Score -2.48491e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43766 members 
Mstep: Class 2 contains 132641 members 
Entering Unmasked Estep 
Score: -24849026.000000 Penalty: 5991.952637
	Iteration 276Q: 3 clusters Score -2.484903e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 132987 members 
Entering Unmasked Estep 
Score: -24848996.000000 Penalty: 5991.952637
	Iteration 277Q: 3 clusters Score -2.4849e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43048 members 
Mstep: Class 2 contains 133359 members 
Entering Unmasked Estep 
Score: -24848962.000000 Penalty: 5991.952637
	Iteration 278Q: 3 clusters Score -2.484896e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 133714 members 
Entering Unmasked Estep 
Score: -24848946.000000 Penalty: 5991.952637
	Iteration 279Q: 3 clusters Score -2.484895e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 134069 members 
Entering Unmasked Estep 
Score: -24848974.000000 Penalty: 5991.952637
	Iteration 280F: 3 clusters Score -2.484897e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 134395 members 
Entering Unmasked Estep 
Score: -24849054.000000 Penalty: 5991.952637
	Iteration 281Q: 3 clusters Score -2.484905e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41674 members 
Mstep: Class 2 contains 134733 members 
Entering Unmasked Estep 
Score: -24849050.000000 Penalty: 5991.952637
	Iteration 282Q: 3 clusters Score -2.484905e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 135075 members 
Entering Unmasked Estep 
Score: -24849032.000000 Penalty: 5991.952637
	Iteration 283Q: 3 clusters Score -2.484903e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40983 members 
Mstep: Class 2 contains 135424 members 
Entering Unmasked Estep 
Score: -24849098.000000 Penalty: 5991.952637
	Iteration 284Q: 3 clusters Score -2.48491e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40643 members 
Mstep: Class 2 contains 135764 members 
Entering Unmasked Estep 
Score: -24849156.000000 Penalty: 5991.952637
	Iteration 285Q: 3 clusters Score -2.484916e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 136154 members 
Entering Unmasked Estep 
Score: -24849222.000000 Penalty: 5991.952637
	Iteration 286Q: 3 clusters Score -2.484922e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 136554 members 
Entering Unmasked Estep 
Score: -24849262.000000 Penalty: 5991.952637
	Iteration 287Q: 3 clusters Score -2.484926e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 136932 members 
Entering Unmasked Estep 
Score: -24849308.000000 Penalty: 5991.952637
	Iteration 288Q: 3 clusters Score -2.484931e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 137324 members 
Entering Unmasked Estep 
Score: -24849324.000000 Penalty: 5991.952637
	Iteration 289Q: 3 clusters Score -2.484932e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 137725 members 
Entering Unmasked Estep 
Score: -24849328.000000 Penalty: 5991.952637
	Iteration 290Q: 3 clusters Score -2.484933e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 138180 members 
Entering Unmasked Estep 
Score: -24849314.000000 Penalty: 5991.952637
	Iteration 291Q: 3 clusters Score -2.484931e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37802 members 
Mstep: Class 2 contains 138605 members 
Entering Unmasked Estep 
Score: -24849304.000000 Penalty: 5991.952637
	Iteration 292Q: 3 clusters Score -2.48493e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 139058 members 
Entering Unmasked Estep 
Score: -24849390.000000 Penalty: 5991.952637
	Iteration 293Q: 3 clusters Score -2.484939e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 139505 members 
Entering Unmasked Estep 
Score: -24849400.000000 Penalty: 5991.952637
	Iteration 294Q: 3 clusters Score -2.48494e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 139973 members 
Entering Unmasked Estep 
Score: -24849438.000000 Penalty: 5991.952637
	Iteration 295Q: 3 clusters Score -2.484944e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 140425 members 
Entering Unmasked Estep 
Score: -24849510.000000 Penalty: 5991.952637
	Iteration 296Q: 3 clusters Score -2.484951e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 140923 members 
Entering Unmasked Estep 
Score: -24849590.000000 Penalty: 5991.952637
	Iteration 297Q: 3 clusters Score -2.484959e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 141397 members 
Entering Unmasked Estep 
Score: -24849594.000000 Penalty: 5991.952637
	Iteration 298Q: 3 clusters Score -2.484959e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 141888 members 
Entering Unmasked Estep 
Score: -24849614.000000 Penalty: 5991.952637
	Iteration 299Q: 3 clusters Score -2.484961e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34042 members 
Mstep: Class 2 contains 142365 members 
Entering Unmasked Estep 
Score: -24849672.000000 Penalty: 5991.952637
	Iteration 300F: 3 clusters Score -2.484967e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 142847 members 
Entering Unmasked Estep 
Score: -24849714.000000 Penalty: 5991.952637
	Iteration 301Q: 3 clusters Score -2.484971e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 143333 members 
Entering Unmasked Estep 
Score: -24849746.000000 Penalty: 5991.952637
	Iteration 302Q: 3 clusters Score -2.484975e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 143821 members 
Entering Unmasked Estep 
Score: -24849840.000000 Penalty: 5991.952637
	Iteration 303Q: 3 clusters Score -2.484984e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 144341 members 
Entering Unmasked Estep 
Score: -24849974.000000 Penalty: 5991.952637
	Iteration 304Q: 3 clusters Score -2.484997e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 144859 members 
Entering Unmasked Estep 
Score: -24850072.000000 Penalty: 5991.952637
	Iteration 305Q: 3 clusters Score -2.485007e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 145400 members 
Entering Unmasked Estep 
Score: -24850192.000000 Penalty: 5991.952637
	Iteration 306Q: 3 clusters Score -2.485019e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 145928 members 
Entering Unmasked Estep 
Score: -24850304.000000 Penalty: 5991.952637
	Iteration 307Q: 3 clusters Score -2.48503e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 146489 members 
Entering Unmasked Estep 
Score: -24850292.000000 Penalty: 5991.952637
	Iteration 308Q: 3 clusters Score -2.485029e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 147063 members 
Entering Unmasked Estep 
Score: -24850464.000000 Penalty: 5991.952637
	Iteration 309Q: 3 clusters Score -2.485046e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 147709 members 
Entering Unmasked Estep 
Score: -24850574.000000 Penalty: 5991.952637
	Iteration 310Q: 3 clusters Score -2.485057e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 148385 members 
Entering Unmasked Estep 
Score: -24850746.000000 Penalty: 5991.952637
	Iteration 311Q: 3 clusters Score -2.485075e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 149092 members 
Entering Unmasked Estep 
Score: -24850830.000000 Penalty: 5991.952637
	Iteration 312Q: 3 clusters Score -2.485083e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 149773 members 
Entering Unmasked Estep 
Score: -24850980.000000 Penalty: 5991.952637
	Iteration 313Q: 3 clusters Score -2.485098e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 150502 members 
Entering Unmasked Estep 
Score: -24851092.000000 Penalty: 5991.952637
	Iteration 314Q: 3 clusters Score -2.485109e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 151229 members 
Entering Unmasked Estep 
Score: -24851420.000000 Penalty: 5991.952637
	Iteration 315Q: 3 clusters Score -2.485142e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 152005 members 
Entering Unmasked Estep 
Score: -24851830.000000 Penalty: 5991.952637
	Iteration 316Q: 3 clusters Score -2.485183e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 152878 members 
Entering Unmasked Estep 
Score: -24852332.000000 Penalty: 5991.952637
	Iteration 317Q: 3 clusters Score -2.485233e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 153831 members 
Entering Unmasked Estep 
Score: -24852848.000000 Penalty: 5991.952637
	Iteration 318Q: 3 clusters Score -2.485285e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 154822 members 
Entering Unmasked Estep 
Score: -24853558.000000 Penalty: 5991.952637
	Iteration 319Q: 3 clusters Score -2.485356e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 155882 members 
Entering Unmasked Estep 
Score: -24854324.000000 Penalty: 5991.952637
	Iteration 320F: 3 clusters Score -2.485432e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 157036 members 
Entering Unmasked Estep 
Score: -24855322.000000 Penalty: 5991.952637
	Iteration 321Q: 3 clusters Score -2.485532e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 158278 members 
Entering Unmasked Estep 
Score: -24856152.000000 Penalty: 5991.952637
	Iteration 322Q: 3 clusters Score -2.485615e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 159565 members 
Entering Unmasked Estep 
Score: -24857026.000000 Penalty: 5991.952637
	Iteration 323Q: 3 clusters Score -2.485703e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 160923 members 
Entering Unmasked Estep 
Score: -24857700.000000 Penalty: 5991.952637
	Iteration 324Q: 3 clusters Score -2.48577e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 162317 members 
Entering Unmasked Estep 
Score: -24858416.000000 Penalty: 5991.952637
	Iteration 325Q: 3 clusters Score -2.485842e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 163720 members 
Entering Unmasked Estep 
Score: -24859026.000000 Penalty: 5991.952637
	Iteration 326Q: 3 clusters Score -2.485903e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 165117 members 
Entering Unmasked Estep 
Score: -24859536.000000 Penalty: 5991.952637
	Iteration 327Q: 3 clusters Score -2.485954e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 166489 members 
Entering Unmasked Estep 
Score: -24860040.000000 Penalty: 5991.952637
	Iteration 328Q: 3 clusters Score -2.486004e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 167822 members 
Entering Unmasked Estep 
Score: -24860246.000000 Penalty: 5991.952637
	Iteration 329Q: 3 clusters Score -2.486025e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 169063 members 
Entering Unmasked Estep 
Score: -24860526.000000 Penalty: 5991.952637
	Iteration 330Q: 3 clusters Score -2.486053e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 170159 members 
Entering Unmasked Estep 
Score: -24860590.000000 Penalty: 5991.952637
	Iteration 331Q: 3 clusters Score -2.486059e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 171130 members 
Entering Unmasked Estep 
Score: -24860592.000000 Penalty: 5991.952637
	Iteration 332Q: 3 clusters Score -2.486059e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 171944 members 
Entering Unmasked Estep 
Score: -24860524.000000 Penalty: 5991.952637
	Iteration 333Q: 3 clusters Score -2.486052e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 172657 members 
Entering Unmasked Estep 
Score: -24860490.000000 Penalty: 5991.952637
	Iteration 334Q: 3 clusters Score -2.486049e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 173214 members 
Entering Unmasked Estep 
Score: -24860470.000000 Penalty: 5991.952637
	Iteration 335Q: 3 clusters Score -2.486047e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 173649 members 
Entering Unmasked Estep 
Score: -24860350.000000 Penalty: 5991.952637
	Iteration 336Q: 3 clusters Score -2.486035e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 173974 members 
Entering Unmasked Estep 
Score: -24860276.000000 Penalty: 5991.952637
	Iteration 337Q: 3 clusters Score -2.486028e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 174222 members 
Entering Unmasked Estep 
Score: -24860316.000000 Penalty: 5991.952637
	Iteration 338Q: 3 clusters Score -2.486032e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 174419 members 
Entering Unmasked Estep 
Score: -24860254.000000 Penalty: 5991.952637
	Iteration 339Q: 3 clusters Score -2.486025e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 174575 members 
Entering Unmasked Estep 
Score: -24860150.000000 Penalty: 5991.952637
	Iteration 340F: 3 clusters Score -2.486015e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 174692 members 
Entering Unmasked Estep 
Score: -24860092.000000 Penalty: 5991.952637
	Iteration 341Q: 3 clusters Score -2.486009e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 174802 members 
Entering Unmasked Estep 
Score: -24860108.000000 Penalty: 5991.952637
	Iteration 342Q: 3 clusters Score -2.486011e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 174877 members 
Entering Unmasked Estep 
Score: -24860130.000000 Penalty: 5991.952637
	Iteration 343Q: 3 clusters Score -2.486013e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 174945 members 
Entering Unmasked Estep 
Score: -24860158.000000 Penalty: 5991.952637
	Iteration 344Q: 3 clusters Score -2.486016e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 174993 members 
Entering Unmasked Estep 
Score: -24860128.000000 Penalty: 5991.952637
	Iteration 345Q: 3 clusters Score -2.486013e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 175032 members 
Entering Unmasked Estep 
Score: -24860078.000000 Penalty: 5991.952637
	Iteration 346Q: 3 clusters Score -2.486008e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 175061 members 
Entering Unmasked Estep 
Score: -24860076.000000 Penalty: 5991.952637
	Iteration 347Q: 3 clusters Score -2.486008e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 175081 members 
Entering Unmasked Estep 
Score: -24860054.000000 Penalty: 5991.952637
	Iteration 348Q: 3 clusters Score -2.486005e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 175093 members 
Entering Unmasked Estep 
Score: -24860068.000000 Penalty: 5991.952637
	Iteration 349Q: 3 clusters Score -2.486007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 175097 members 
Entering Unmasked Estep 
Score: -24860054.000000 Penalty: 5991.952637
	Iteration 350Q: 3 clusters Score -2.486005e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 175104 members 
Entering Unmasked Estep 
Score: -24860066.000000 Penalty: 5991.952637
	Iteration 351Q: 3 clusters Score -2.486007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 175109 members 
Entering Unmasked Estep 
Score: -24860066.000000 Penalty: 5991.952637
	Iteration 352Q: 3 clusters Score -2.486007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 175111 members 
Entering Unmasked Estep 
Score: -24860070.000000 Penalty: 5991.952637
	Iteration 353Q: 3 clusters Score -2.486007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 175112 members 
Entering Unmasked Estep 
Score: -24860066.000000 Penalty: 5991.952637
	Iteration 354Q: 3 clusters Score -2.486007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 175114 members 
Entering Unmasked Estep 
Score: -24860056.000000 Penalty: 5991.952637
	Iteration 355Q: 3 clusters Score -2.486006e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 175121 members 
Entering Unmasked Estep 
Score: -24860060.000000 Penalty: 5991.952637
	Iteration 356Q: 3 clusters Score -2.486006e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 175135 members 
Entering Unmasked Estep 
Score: -24860026.000000 Penalty: 5991.952637
	Iteration 357Q: 3 clusters Score -2.486003e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 175143 members 
Entering Unmasked Estep 
Score: -24860030.000000 Penalty: 5991.952637
	Iteration 358Q: 3 clusters Score -2.486003e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 175150 members 
Entering Unmasked Estep 
Score: -24860010.000000 Penalty: 5991.952637
	Iteration 359Q: 3 clusters Score -2.486001e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 175158 members 
Entering Unmasked Estep 
Score: -24860036.000000 Penalty: 5991.952637
	Iteration 360F: 3 clusters Score -2.486004e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 175170 members 
Entering Unmasked Estep 
Score: -24860012.000000 Penalty: 5991.952637
	Iteration 361Q: 3 clusters Score -2.486001e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 175183 members 
Entering Unmasked Estep 
Score: -24860018.000000 Penalty: 5991.952637
	Iteration 362Q: 3 clusters Score -2.486002e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 175198 members 
Entering Unmasked Estep 
Score: -24860004.000000 Penalty: 5991.952637
	Iteration 363Q: 3 clusters Score -2.486e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 175212 members 
Entering Unmasked Estep 
Score: -24860010.000000 Penalty: 5991.952637
	Iteration 364Q: 3 clusters Score -2.486001e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 175227 members 
Entering Unmasked Estep 
Score: -24859990.000000 Penalty: 5991.952637
	Iteration 365Q: 3 clusters Score -2.485999e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 175237 members 
Entering Unmasked Estep 
Score: -24860002.000000 Penalty: 5991.952637
	Iteration 366Q: 3 clusters Score -2.486e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 175245 members 
Entering Unmasked Estep 
Score: -24859994.000000 Penalty: 5991.952637
	Iteration 367Q: 3 clusters Score -2.485999e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 175252 members 
Entering Unmasked Estep 
Score: -24859984.000000 Penalty: 5991.952637
	Iteration 368Q: 3 clusters Score -2.485998e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 175260 members 
Entering Unmasked Estep 
Score: -24859962.000000 Penalty: 5991.952637
	Iteration 369Q: 3 clusters Score -2.485996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 175266 members 
Entering Unmasked Estep 
Score: -24859978.000000 Penalty: 5991.952637
	Iteration 370Q: 3 clusters Score -2.485998e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 175273 members 
Entering Unmasked Estep 
Score: -24859966.000000 Penalty: 5991.952637
	Iteration 371Q: 3 clusters Score -2.485997e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 175279 members 
Entering Unmasked Estep 
Score: -24859962.000000 Penalty: 5991.952637
	Iteration 372Q: 3 clusters Score -2.485996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 175284 members 
Entering Unmasked Estep 
Score: -24859964.000000 Penalty: 5991.952637
	Iteration 373Q: 3 clusters Score -2.485996e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 175285 members 
Entering Unmasked Estep 
Score: -24859948.000000 Penalty: 5991.952637
	Iteration 374Q: 3 clusters Score -2.485995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 175288 members 
Entering Unmasked Estep 
Score: -24859956.000000 Penalty: 5991.952637
	Iteration 375Q: 3 clusters Score -2.485996e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 175290 members 
Entering Unmasked Estep 
Score: -24859964.000000 Penalty: 5991.952637
	Iteration 376Q: 3 clusters Score -2.485996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 175293 members 
Entering Unmasked Estep 
Score: -24859952.000000 Penalty: 5991.952637
	Iteration 377Q: 3 clusters Score -2.485995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 175300 members 
Entering Unmasked Estep 
Score: -24859952.000000 Penalty: 5991.952637
	Iteration 378Q: 3 clusters Score -2.485995e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 175302 members 
Entering Unmasked Estep 
Score: -24859958.000000 Penalty: 5991.952637
	Iteration 379Q: 3 clusters Score -2.485996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 175305 members 
Entering Unmasked Estep 
Score: -24859954.000000 Penalty: 5991.952637
	Iteration 380F: 3 clusters Score -2.485995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 175306 members 
Entering Unmasked Estep 
Score: -24859958.000000 Penalty: 5991.952637
	Iteration 381Q: 3 clusters Score -2.485996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 175307 members 
Entering Unmasked Estep 
Score: -24859956.000000 Penalty: 5991.952637
	Iteration 382Q: 3 clusters Score -2.485996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 175308 members 
Entering Unmasked Estep 
Score: -24859958.000000 Penalty: 5991.952637
	Iteration 383Q: 3 clusters Score -2.485996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 175309 members 
Entering Unmasked Estep 
Score: -24859966.000000 Penalty: 5991.952637
	Iteration 384Q: 3 clusters Score -2.485997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 175311 members 
Entering Unmasked Estep 
Score: -24859974.000000 Penalty: 5991.952637
	Iteration 385Q: 3 clusters Score -2.485997e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 175312 members 
Entering Unmasked Estep 
Score: -24859970.000000 Penalty: 5991.952637
	Iteration 386Q: 3 clusters Score -2.485997e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 175313 members 
Entering Unmasked Estep 
Score: -24859970.000000 Penalty: 5991.952637
	Iteration 387Q: 3 clusters Score -2.485997e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 175313 members 
Entering Unmasked Estep 
Score: -24859970.000000 Penalty: 5991.952637
	Iteration 388F: 3 clusters Score -2.485997e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Entering Unmasked Estep 
Score: -1665314.500000 Penalty: 2322.698242
	Iteration 0F: 2 clusters Score -1665314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1656560.750000 Penalty: 4645.396484
	Iteration 0F: 3 clusters Score -1656561 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1659190.625000 Penalty: 4645.396484
	Iteration 1F: 3 clusters Score -1659191 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1659495.250000 Penalty: 4645.396484
	Iteration 2F: 3 clusters Score -1659495 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1659770.250000 Penalty: 4645.396484
	Iteration 3Q: 3 clusters Score -1659770 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1659994.000000 Penalty: 4645.396484
	Iteration 4Q: 3 clusters Score -1659994 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1660191.000000 Penalty: 4645.396484
	Iteration 5Q: 3 clusters Score -1660191 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1660380.625000 Penalty: 4645.396484
	Iteration 6Q: 3 clusters Score -1660381 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1660589.750000 Penalty: 4645.396484
	Iteration 7Q: 3 clusters Score -1660590 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1660799.750000 Penalty: 4645.396484
	Iteration 8Q: 3 clusters Score -1660800 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1661035.125000 Penalty: 4645.396484
	Iteration 9Q: 3 clusters Score -1661035 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1661309.500000 Penalty: 4645.396484
	Iteration 10Q: 3 clusters Score -1661310 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1661587.500000 Penalty: 4645.396484
	Iteration 11Q: 3 clusters Score -1661588 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1661815.500000 Penalty: 4645.396484
	Iteration 12Q: 3 clusters Score -1661816 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1661973.375000 Penalty: 4645.396484
	Iteration 13Q: 3 clusters Score -1661973 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1662088.000000 Penalty: 4645.396484
	Iteration 14Q: 3 clusters Score -1662088 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1662164.750000 Penalty: 4645.396484
	Iteration 15Q: 3 clusters Score -1662165 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1662228.000000 Penalty: 4645.396484
	Iteration 16Q: 3 clusters Score -1662228 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1662277.250000 Penalty: 4645.396484
	Iteration 17Q: 3 clusters Score -1662277 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1662311.875000 Penalty: 4645.396484
	Iteration 18Q: 3 clusters Score -1662312 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1662347.875000 Penalty: 4645.396484
	Iteration 19Q: 3 clusters Score -1662348 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1662381.875000 Penalty: 4645.396484
	Iteration 20F: 3 clusters Score -1662382 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1662412.500000 Penalty: 4645.396484
	Iteration 21Q: 3 clusters Score -1662412 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1662443.375000 Penalty: 4645.396484
	Iteration 22Q: 3 clusters Score -1662443 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1662465.125000 Penalty: 4645.396484
	Iteration 23Q: 3 clusters Score -1662465 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1662483.625000 Penalty: 4645.396484
	Iteration 24Q: 3 clusters Score -1662484 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1662509.500000 Penalty: 4645.396484
	Iteration 25Q: 3 clusters Score -1662510 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1662529.000000 Penalty: 4645.396484
	Iteration 26Q: 3 clusters Score -1662529 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1662544.500000 Penalty: 4645.396484
	Iteration 27Q: 3 clusters Score -1662544 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1662555.500000 Penalty: 4645.396484
	Iteration 28Q: 3 clusters Score -1662556 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1662570.000000 Penalty: 4645.396484
	Iteration 29Q: 3 clusters Score -1662570 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1662581.125000 Penalty: 4645.396484
	Iteration 30Q: 3 clusters Score -1662581 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1662591.375000 Penalty: 4645.396484
	Iteration 31Q: 3 clusters Score -1662591 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1662601.750000 Penalty: 4645.396484
	Iteration 32Q: 3 clusters Score -1662602 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1662613.250000 Penalty: 4645.396484
	Iteration 33Q: 3 clusters Score -1662613 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1662620.500000 Penalty: 4645.396484
	Iteration 34Q: 3 clusters Score -1662620 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1662637.000000 Penalty: 4645.396484
	Iteration 35Q: 3 clusters Score -1662637 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1662649.625000 Penalty: 4645.396484
	Iteration 36Q: 3 clusters Score -1662650 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1662664.125000 Penalty: 4645.396484
	Iteration 37Q: 3 clusters Score -1662664 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1662669.625000 Penalty: 4645.396484
	Iteration 38Q: 3 clusters Score -1662670 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1662683.500000 Penalty: 4645.396484
	Iteration 39Q: 3 clusters Score -1662684 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1662695.750000 Penalty: 4645.396484
	Iteration 40F: 3 clusters Score -1662696 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1662706.000000 Penalty: 4645.396484
	Iteration 41Q: 3 clusters Score -1662706 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1662721.000000 Penalty: 4645.396484
	Iteration 42Q: 3 clusters Score -1662721 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1662731.375000 Penalty: 4645.396484
	Iteration 43Q: 3 clusters Score -1662731 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1662738.875000 Penalty: 4645.396484
	Iteration 44Q: 3 clusters Score -1662739 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1662750.375000 Penalty: 4645.396484
	Iteration 45Q: 3 clusters Score -1662750 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1662766.125000 Penalty: 4645.396484
	Iteration 46Q: 3 clusters Score -1662766 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1662774.250000 Penalty: 4645.396484
	Iteration 47Q: 3 clusters Score -1662774 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1662786.500000 Penalty: 4645.396484
	Iteration 48Q: 3 clusters Score -1662786 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1662795.000000 Penalty: 4645.396484
	Iteration 49Q: 3 clusters Score -1662795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1662800.500000 Penalty: 4645.396484
	Iteration 50Q: 3 clusters Score -1662800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1662807.125000 Penalty: 4645.396484
	Iteration 51Q: 3 clusters Score -1662807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1662812.625000 Penalty: 4645.396484
	Iteration 52Q: 3 clusters Score -1662813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1662818.500000 Penalty: 4645.396484
	Iteration 53Q: 3 clusters Score -1662818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1662819.125000 Penalty: 4645.396484
	Iteration 54Q: 3 clusters Score -1662819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1662821.250000 Penalty: 4645.396484
	Iteration 55Q: 3 clusters Score -1662821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1662820.000000 Penalty: 4645.396484
	Iteration 56Q: 3 clusters Score -1662820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1662821.000000 Penalty: 4645.396484
	Iteration 57Q: 3 clusters Score -1662821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1662823.375000 Penalty: 4645.396484
	Iteration 58Q: 3 clusters Score -1662823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1662824.250000 Penalty: 4645.396484
	Iteration 59Q: 3 clusters Score -1662824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1662825.625000 Penalty: 4645.396484
	Iteration 60F: 3 clusters Score -1662826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1662827.625000 Penalty: 4645.396484
	Iteration 61Q: 3 clusters Score -1662828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1662829.625000 Penalty: 4645.396484
	Iteration 62Q: 3 clusters Score -1662830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1662830.000000 Penalty: 4645.396484
	Iteration 63Q: 3 clusters Score -1662830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1662828.250000 Penalty: 4645.396484
	Iteration 64Q: 3 clusters Score -1662828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1662830.875000 Penalty: 4645.396484
	Iteration 65Q: 3 clusters Score -1662831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1662831.375000 Penalty: 4645.396484
	Iteration 66Q: 3 clusters Score -1662831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1662831.375000 Penalty: 4645.396484
	Iteration 67Q: 3 clusters Score -1662831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1662835.125000 Penalty: 4645.396484
	Iteration 68Q: 3 clusters Score -1662835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1662837.125000 Penalty: 4645.396484
	Iteration 69Q: 3 clusters Score -1662837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1662839.375000 Penalty: 4645.396484
	Iteration 70Q: 3 clusters Score -1662839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1662843.250000 Penalty: 4645.396484
	Iteration 71Q: 3 clusters Score -1662843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1662849.125000 Penalty: 4645.396484
	Iteration 72Q: 3 clusters Score -1662849 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1662855.125000 Penalty: 4645.396484
	Iteration 73Q: 3 clusters Score -1662855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1662859.750000 Penalty: 4645.396484
	Iteration 74Q: 3 clusters Score -1662860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1662869.625000 Penalty: 4645.396484
	Iteration 75Q: 3 clusters Score -1662870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1662874.125000 Penalty: 4645.396484
	Iteration 76Q: 3 clusters Score -1662874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1662874.875000 Penalty: 4645.396484
	Iteration 77Q: 3 clusters Score -1662875 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1662882.500000 Penalty: 4645.396484
	Iteration 78Q: 3 clusters Score -1662882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1662889.875000 Penalty: 4645.396484
	Iteration 79Q: 3 clusters Score -1662890 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1662903.125000 Penalty: 4645.396484
	Iteration 80F: 3 clusters Score -1662903 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1662910.000000 Penalty: 4645.396484
	Iteration 81Q: 3 clusters Score -1662910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1662916.625000 Penalty: 4645.396484
	Iteration 82Q: 3 clusters Score -1662917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1662921.125000 Penalty: 4645.396484
	Iteration 83Q: 3 clusters Score -1662921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1662926.625000 Penalty: 4645.396484
	Iteration 84Q: 3 clusters Score -1662927 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1662930.625000 Penalty: 4645.396484
	Iteration 85Q: 3 clusters Score -1662931 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1662936.500000 Penalty: 4645.396484
	Iteration 86Q: 3 clusters Score -1662936 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1662949.125000 Penalty: 4645.396484
	Iteration 87Q: 3 clusters Score -1662949 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1662956.250000 Penalty: 4645.396484
	Iteration 88Q: 3 clusters Score -1662956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1662962.125000 Penalty: 4645.396484
	Iteration 89Q: 3 clusters Score -1662962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1662969.125000 Penalty: 4645.396484
	Iteration 90Q: 3 clusters Score -1662969 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1662971.000000 Penalty: 4645.396484
	Iteration 91Q: 3 clusters Score -1662971 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1662977.625000 Penalty: 4645.396484
	Iteration 92Q: 3 clusters Score -1662978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1662985.375000 Penalty: 4645.396484
	Iteration 93Q: 3 clusters Score -1662985 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1663001.125000 Penalty: 4645.396484
	Iteration 94Q: 3 clusters Score -1663001 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1663012.750000 Penalty: 4645.396484
	Iteration 95Q: 3 clusters Score -1663013 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1663021.250000 Penalty: 4645.396484
	Iteration 96Q: 3 clusters Score -1663021 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1663032.625000 Penalty: 4645.396484
	Iteration 97Q: 3 clusters Score -1663033 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1663046.000000 Penalty: 4645.396484
	Iteration 98Q: 3 clusters Score -1663046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1663052.250000 Penalty: 4645.396484
	Iteration 99Q: 3 clusters Score -1663052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1663062.750000 Penalty: 4645.396484
	Iteration 100F: 3 clusters Score -1663063 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1663068.750000 Penalty: 4645.396484
	Iteration 101Q: 3 clusters Score -1663069 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1663078.500000 Penalty: 4645.396484
	Iteration 102Q: 3 clusters Score -1663078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1663084.625000 Penalty: 4645.396484
	Iteration 103Q: 3 clusters Score -1663085 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1663092.000000 Penalty: 4645.396484
	Iteration 104Q: 3 clusters Score -1663092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1663103.500000 Penalty: 4645.396484
	Iteration 105Q: 3 clusters Score -1663104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1663111.625000 Penalty: 4645.396484
	Iteration 106Q: 3 clusters Score -1663112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1663116.500000 Penalty: 4645.396484
	Iteration 107Q: 3 clusters Score -1663116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1663125.875000 Penalty: 4645.396484
	Iteration 108Q: 3 clusters Score -1663126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1663137.000000 Penalty: 4645.396484
	Iteration 109Q: 3 clusters Score -1663137 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1663149.875000 Penalty: 4645.396484
	Iteration 110Q: 3 clusters Score -1663150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1663152.375000 Penalty: 4645.396484
	Iteration 111Q: 3 clusters Score -1663152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1663163.250000 Penalty: 4645.396484
	Iteration 112Q: 3 clusters Score -1663163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1663166.750000 Penalty: 4645.396484
	Iteration 113Q: 3 clusters Score -1663167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1663181.875000 Penalty: 4645.396484
	Iteration 114Q: 3 clusters Score -1663182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1663182.625000 Penalty: 4645.396484
	Iteration 115Q: 3 clusters Score -1663183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1663182.875000 Penalty: 4645.396484
	Iteration 116Q: 3 clusters Score -1663183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1663185.625000 Penalty: 4645.396484
	Iteration 117Q: 3 clusters Score -1663186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1663188.500000 Penalty: 4645.396484
	Iteration 118Q: 3 clusters Score -1663188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1663190.375000 Penalty: 4645.396484
	Iteration 119Q: 3 clusters Score -1663190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1663194.250000 Penalty: 4645.396484
	Iteration 120F: 3 clusters Score -1663194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1663197.125000 Penalty: 4645.396484
	Iteration 121Q: 3 clusters Score -1663197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1663199.875000 Penalty: 4645.396484
	Iteration 122Q: 3 clusters Score -1663200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1663199.875000 Penalty: 4645.396484
	Iteration 123F: 3 clusters Score -1663200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Entering Unmasked Estep 
Score: -2499209.750000 Penalty: 2425.697266
	Iteration 0F: 2 clusters Score -2499210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -2486637.500000 Penalty: 4851.394531
	Iteration 0F: 3 clusters Score -2486638 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2490820.250000 Penalty: 4851.394531
	Iteration 1F: 3 clusters Score -2490820 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2491173.000000 Penalty: 4851.394531
	Iteration 2F: 3 clusters Score -2491173 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2491428.000000 Penalty: 4851.394531
	Iteration 3Q: 3 clusters Score -2491428 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2491611.500000 Penalty: 4851.394531
	Iteration 4Q: 3 clusters Score -2491612 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -2491768.000000 Penalty: 4851.394531
	Iteration 5Q: 3 clusters Score -2491768 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2491923.250000 Penalty: 4851.394531
	Iteration 6Q: 3 clusters Score -2491923 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -2492075.000000 Penalty: 4851.394531
	Iteration 7Q: 3 clusters Score -2492075 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2492238.250000 Penalty: 4851.394531
	Iteration 8Q: 3 clusters Score -2492238 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -2492396.250000 Penalty: 4851.394531
	Iteration 9Q: 3 clusters Score -2492396 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -2492629.250000 Penalty: 4851.394531
	Iteration 10Q: 3 clusters Score -2492629 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -2492958.250000 Penalty: 4851.394531
	Iteration 11Q: 3 clusters Score -2492958 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -2493385.750000 Penalty: 4851.394531
	Iteration 12Q: 3 clusters Score -2493386 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -2493931.000000 Penalty: 4851.394531
	Iteration 13Q: 3 clusters Score -2493931 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -2494593.500000 Penalty: 4851.394531
	Iteration 14F: 3 clusters Score -2494594 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -2495280.500000 Penalty: 4851.394531
	Iteration 15Q: 3 clusters Score -2495280 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2495898.250000 Penalty: 4851.394531
	Iteration 16Q: 3 clusters Score -2495898 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -2496353.500000 Penalty: 4851.394531
	Iteration 17Q: 3 clusters Score -2496354 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -2496633.000000 Penalty: 4851.394531
	Iteration 18Q: 3 clusters Score -2496633 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -2496829.250000 Penalty: 4851.394531
	Iteration 19Q: 3 clusters Score -2496829 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -2496924.250000 Penalty: 4851.394531
	Iteration 20F: 3 clusters Score -2496924 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -2496974.250000 Penalty: 4851.394531
	Iteration 21Q: 3 clusters Score -2496974 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -2497017.250000 Penalty: 4851.394531
	Iteration 22Q: 3 clusters Score -2497017 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -2497037.750000 Penalty: 4851.394531
	Iteration 23Q: 3 clusters Score -2497038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2497059.250000 Penalty: 4851.394531
	Iteration 24Q: 3 clusters Score -2497059 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -2497081.000000 Penalty: 4851.394531
	Iteration 25Q: 3 clusters Score -2497081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -2497095.500000 Penalty: 4851.394531
	Iteration 26Q: 3 clusters Score -2497096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2497097.000000 Penalty: 4851.394531
	Iteration 27Q: 3 clusters Score -2497097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -2497101.750000 Penalty: 4851.394531
	Iteration 28Q: 3 clusters Score -2497102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -2497110.000000 Penalty: 4851.394531
	Iteration 29Q: 3 clusters Score -2497110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -2497119.000000 Penalty: 4851.394531
	Iteration 30Q: 3 clusters Score -2497119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -2497133.750000 Penalty: 4851.394531
	Iteration 31Q: 3 clusters Score -2497134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -2497136.000000 Penalty: 4851.394531
	Iteration 32Q: 3 clusters Score -2497136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -2497142.000000 Penalty: 4851.394531
	Iteration 33Q: 3 clusters Score -2497142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -2497143.500000 Penalty: 4851.394531
	Iteration 34Q: 3 clusters Score -2497144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -2497142.750000 Penalty: 4851.394531
	Iteration 35Q: 3 clusters Score -2497143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -2497145.750000 Penalty: 4851.394531
	Iteration 36Q: 3 clusters Score -2497146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -2497145.750000 Penalty: 4851.394531
	Iteration 37F: 3 clusters Score -2497146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (33060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Entering Unmasked Estep 
Score: -4693599.500000 Penalty: 2580.707764
	Iteration 0F: 2 clusters Score -4693600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -4671001.000000 Penalty: 5161.415527
	Iteration 0F: 3 clusters Score -4671001 nChanged 14997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -4679114.500000 Penalty: 5161.415527
	Iteration 1F: 3 clusters Score -4679114 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -4679464.000000 Penalty: 5161.415527
	Iteration 2Q: 3 clusters Score -4679464 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -4679786.000000 Penalty: 5161.415527
	Iteration 3Q: 3 clusters Score -4679786 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -4680061.500000 Penalty: 5161.415527
	Iteration 4Q: 3 clusters Score -4680062 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -4680330.500000 Penalty: 5161.415527
	Iteration 5Q: 3 clusters Score -4680330 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -4680589.500000 Penalty: 5161.415527
	Iteration 6Q: 3 clusters Score -4680590 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -4680886.000000 Penalty: 5161.415527
	Iteration 7Q: 3 clusters Score -4680886 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -4681274.500000 Penalty: 5161.415527
	Iteration 8Q: 3 clusters Score -4681274 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -4681894.500000 Penalty: 5161.415527
	Iteration 9Q: 3 clusters Score -4681894 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -4682868.500000 Penalty: 5161.415527
	Iteration 10F: 3 clusters Score -4682868 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -4684230.500000 Penalty: 5161.415527
	Iteration 11F: 3 clusters Score -4684230 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -4686052.500000 Penalty: 5161.415527
	Iteration 12F: 3 clusters Score -4686052 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -4687909.500000 Penalty: 5161.415527
	Iteration 13F: 3 clusters Score -4687910 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -4689347.500000 Penalty: 5161.415527
	Iteration 14Q: 3 clusters Score -4689348 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -4690231.000000 Penalty: 5161.415527
	Iteration 15Q: 3 clusters Score -4690231 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -4690751.500000 Penalty: 5161.415527
	Iteration 16Q: 3 clusters Score -4690752 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -4691066.000000 Penalty: 5161.415527
	Iteration 17Q: 3 clusters Score -4691066 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -4691257.500000 Penalty: 5161.415527
	Iteration 18Q: 3 clusters Score -4691258 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -4691395.500000 Penalty: 5161.415527
	Iteration 19Q: 3 clusters Score -4691396 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 32315 members 
Entering Unmasked Estep 
Score: -4691460.500000 Penalty: 5161.415527
	Iteration 20F: 3 clusters Score -4691460 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -4691493.000000 Penalty: 5161.415527
	Iteration 21Q: 3 clusters Score -4691493 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -4691508.500000 Penalty: 5161.415527
	Iteration 22Q: 3 clusters Score -4691508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -4691520.500000 Penalty: 5161.415527
	Iteration 23Q: 3 clusters Score -4691520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -4691529.500000 Penalty: 5161.415527
	Iteration 24Q: 3 clusters Score -4691530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -4691546.500000 Penalty: 5161.415527
	Iteration 25Q: 3 clusters Score -4691546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -4691554.000000 Penalty: 5161.415527
	Iteration 26Q: 3 clusters Score -4691554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -4691565.500000 Penalty: 5161.415527
	Iteration 27Q: 3 clusters Score -4691566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -4691566.000000 Penalty: 5161.415527
	Iteration 28Q: 3 clusters Score -4691566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -4691579.500000 Penalty: 5161.415527
	Iteration 29Q: 3 clusters Score -4691580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -4691578.500000 Penalty: 5161.415527
	Iteration 30Q: 3 clusters Score -4691578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -4691581.500000 Penalty: 5161.415527
	Iteration 31Q: 3 clusters Score -4691582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -4691593.000000 Penalty: 5161.415527
	Iteration 32Q: 3 clusters Score -4691593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
Score: -4691595.000000 Penalty: 5161.415527
	Iteration 33Q: 3 clusters Score -4691595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
Score: -4691594.000000 Penalty: 5161.415527
	Iteration 34Q: 3 clusters Score -4691594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -4691606.500000 Penalty: 5161.415527
	Iteration 35Q: 3 clusters Score -4691606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -4691600.000000 Penalty: 5161.415527
	Iteration 36Q: 3 clusters Score -4691600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 32454 members 
Entering Unmasked Estep 
Score: -4691601.500000 Penalty: 5161.415527
	Iteration 37Q: 3 clusters Score -4691602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -4691606.000000 Penalty: 5161.415527
	Iteration 38Q: 3 clusters Score -4691606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -4691606.000000 Penalty: 5161.415527
	Iteration 39Q: 3 clusters Score -4691606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -4691607.500000 Penalty: 5161.415527
	Iteration 40F: 3 clusters Score -4691608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 32461 members 
Entering Unmasked Estep 
Score: -4691610.000000 Penalty: 5161.415527
	Iteration 41Q: 3 clusters Score -4691610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -4691613.000000 Penalty: 5161.415527
	Iteration 42Q: 3 clusters Score -4691613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -4691611.000000 Penalty: 5161.415527
	Iteration 43Q: 3 clusters Score -4691611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -4691611.000000 Penalty: 5161.415527
	Iteration 44Q: 3 clusters Score -4691611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -4691611.000000 Penalty: 5161.415527
	Iteration 45F: 3 clusters Score -4691611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Entering Unmasked Estep 
Score: -542367.500000 Penalty: 2052.735107
	Iteration 0F: 2 clusters Score -542367.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -538531.562500 Penalty: 4105.470215
	Iteration 0F: 3 clusters Score -538531.6 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -539448.437500 Penalty: 4105.470215
	Iteration 1F: 3 clusters Score -539448.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -539640.562500 Penalty: 4105.470215
	Iteration 2F: 3 clusters Score -539640.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -539748.437500 Penalty: 4105.470215
	Iteration 3Q: 3 clusters Score -539748.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -539835.500000 Penalty: 4105.470215
	Iteration 4Q: 3 clusters Score -539835.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -539908.687500 Penalty: 4105.470215
	Iteration 5Q: 3 clusters Score -539908.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -539967.812500 Penalty: 4105.470215
	Iteration 6Q: 3 clusters Score -539967.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -540022.250000 Penalty: 4105.470215
	Iteration 7Q: 3 clusters Score -540022.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -540072.125000 Penalty: 4105.470215
	Iteration 8Q: 3 clusters Score -540072.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -540108.125000 Penalty: 4105.470215
	Iteration 9Q: 3 clusters Score -540108.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -540150.312500 Penalty: 4105.470215
	Iteration 10Q: 3 clusters Score -540150.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -540194.562500 Penalty: 4105.470215
	Iteration 11Q: 3 clusters Score -540194.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -540247.125000 Penalty: 4105.470215
	Iteration 12Q: 3 clusters Score -540247.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -540307.062500 Penalty: 4105.470215
	Iteration 13Q: 3 clusters Score -540307.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -540363.562500 Penalty: 4105.470215
	Iteration 14Q: 3 clusters Score -540363.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -540445.312500 Penalty: 4105.470215
	Iteration 15Q: 3 clusters Score -540445.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -540550.437500 Penalty: 4105.470215
	Iteration 16Q: 3 clusters Score -540550.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -540636.187500 Penalty: 4105.470215
	Iteration 17Q: 3 clusters Score -540636.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -540727.437500 Penalty: 4105.470215
	Iteration 18Q: 3 clusters Score -540727.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -540801.062500 Penalty: 4105.470215
	Iteration 19Q: 3 clusters Score -540801.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -540857.437500 Penalty: 4105.470215
	Iteration 20F: 3 clusters Score -540857.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -540890.750000 Penalty: 4105.470215
	Iteration 21Q: 3 clusters Score -540890.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -540909.625000 Penalty: 4105.470215
	Iteration 22Q: 3 clusters Score -540909.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -540922.000000 Penalty: 4105.470215
	Iteration 23Q: 3 clusters Score -540922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -540928.875000 Penalty: 4105.470215
	Iteration 24Q: 3 clusters Score -540928.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -540936.875000 Penalty: 4105.470215
	Iteration 25Q: 3 clusters Score -540936.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -540942.187500 Penalty: 4105.470215
	Iteration 26Q: 3 clusters Score -540942.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -540943.250000 Penalty: 4105.470215
	Iteration 27Q: 3 clusters Score -540943.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -540944.312500 Penalty: 4105.470215
	Iteration 28Q: 3 clusters Score -540944.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -540944.562500 Penalty: 4105.470215
	Iteration 29Q: 3 clusters Score -540944.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -540945.375000 Penalty: 4105.470215
	Iteration 30Q: 3 clusters Score -540945.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -540945.562500 Penalty: 4105.470215
	Iteration 31Q: 3 clusters Score -540945.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -540945.562500 Penalty: 4105.470215
	Iteration 32F: 3 clusters Score -540945.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -51424.773438 Penalty: 1504.394897
	Iteration 0F: 2 clusters Score -51424.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50055.386719 Penalty: 3008.789795
	Iteration 0F: 3 clusters Score -50055.39 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -50288.394531 Penalty: 3008.789795
	Iteration 1F: 3 clusters Score -50288.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -50419.957031 Penalty: 3008.789795
	Iteration 2F: 3 clusters Score -50419.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -50501.042969 Penalty: 3008.789795
	Iteration 3Q: 3 clusters Score -50501.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -50528.878906 Penalty: 3008.789795
	Iteration 4Q: 3 clusters Score -50528.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -50550.683594 Penalty: 3008.789795
	Iteration 5Q: 3 clusters Score -50550.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -50553.187500 Penalty: 3008.789795
	Iteration 6Q: 3 clusters Score -50553.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -50553.187500 Penalty: 3008.789795
	Iteration 7F: 3 clusters Score -50553.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -32784.636719 Penalty: 1428.988770
	Iteration 0F: 2 clusters Score -32784.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31567.789062 Penalty: 2857.977539
	Iteration 0F: 3 clusters Score -31567.79 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32002.550781 Penalty: 2857.977539
	Iteration 1F: 3 clusters Score -32002.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -32130.044922 Penalty: 2857.977539
	Iteration 2F: 3 clusters Score -32130.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -32190.699219 Penalty: 2857.977539
	Iteration 3Q: 3 clusters Score -32190.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -32249.966797 Penalty: 2857.977539
	Iteration 4Q: 3 clusters Score -32249.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -32258.925781 Penalty: 2857.977539
	Iteration 5Q: 3 clusters Score -32258.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -32258.925781 Penalty: 2857.977539
	Iteration 6F: 3 clusters Score -32258.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -81107.156250 Penalty: 1589.315186
	Iteration 0F: 2 clusters Score -81107.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -79532.601562 Penalty: 3178.630371
	Iteration 0F: 3 clusters Score -79532.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -79800.117188 Penalty: 3178.630371
	Iteration 1F: 3 clusters Score -79800.12 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -79852.812500 Penalty: 3178.630371
	Iteration 2Q: 3 clusters Score -79852.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -79881.593750 Penalty: 3178.630371
	Iteration 3Q: 3 clusters Score -79881.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -79905.000000 Penalty: 3178.630371
	Iteration 4Q: 3 clusters Score -79905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -79914.359375 Penalty: 3178.630371
	Iteration 5Q: 3 clusters Score -79914.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -79919.828125 Penalty: 3178.630371
	Iteration 6Q: 3 clusters Score -79919.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -79922.554688 Penalty: 3178.630371
	Iteration 7Q: 3 clusters Score -79922.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -79929.250000 Penalty: 3178.630371
	Iteration 8Q: 3 clusters Score -79929.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -79931.718750 Penalty: 3178.630371
	Iteration 9Q: 3 clusters Score -79931.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -79933.476562 Penalty: 3178.630371
	Iteration 10Q: 3 clusters Score -79933.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -79933.476562 Penalty: 3178.630371
	Iteration 11F: 3 clusters Score -79933.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -66283.562500 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -66283.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -64722.839844 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -64722.84 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -65109.910156 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -65109.91 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -65335.925781 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -65335.93 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -65480.250000 Penalty: 3152.629395
	Iteration 3F: 3 clusters Score -65480.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -65608.562500 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -65608.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -65709.218750 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -65709.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -65793.851562 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -65793.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -65861.742188 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -65861.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -65941.914062 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -65941.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -66010.109375 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -66010.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -66075.343750 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -66075.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -66121.875000 Penalty: 3152.629395
	Iteration 11Q: 3 clusters Score -66121.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -66148.375000 Penalty: 3152.629395
	Iteration 12Q: 3 clusters Score -66148.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -66159.859375 Penalty: 3152.629395
	Iteration 13Q: 3 clusters Score -66159.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -66166.351562 Penalty: 3152.629395
	Iteration 14Q: 3 clusters Score -66166.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -66177.539062 Penalty: 3152.629395
	Iteration 15Q: 3 clusters Score -66177.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -66201.054688 Penalty: 3152.629395
	Iteration 16Q: 3 clusters Score -66201.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -66202.578125 Penalty: 3152.629395
	Iteration 17Q: 3 clusters Score -66202.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -66202.578125 Penalty: 3152.629395
	Iteration 18F: 3 clusters Score -66202.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (155843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155843 members 
Entering Unmasked Estep 
Score: -21783086.000000 Penalty: 2965.237793
	Iteration 0F: 2 clusters Score -2.178309e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77980 members 
Mstep: Class 2 contains 77863 members 
Entering Unmasked Estep 
Score: -21681758.000000 Penalty: 5930.475586
	Iteration 0F: 3 clusters Score -2.168176e+07 nChanged 74640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79704 members 
Mstep: Class 2 contains 76139 members 
Entering Unmasked Estep 
Score: -21725100.000000 Penalty: 5930.475586
	Iteration 1F: 3 clusters Score -2.17251e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80852 members 
Mstep: Class 2 contains 74991 members 
Entering Unmasked Estep 
Score: -21725972.000000 Penalty: 5930.475586
	Iteration 2Q: 3 clusters Score -2.172597e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82507 members 
Mstep: Class 2 contains 73336 members 
Entering Unmasked Estep 
Score: -21727326.000000 Penalty: 5930.475586
	Iteration 3Q: 3 clusters Score -2.172733e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85031 members 
Mstep: Class 2 contains 70812 members 
Entering Unmasked Estep 
Score: -21729376.000000 Penalty: 5930.475586
	Iteration 4Q: 3 clusters Score -2.172938e+07 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88850 members 
Mstep: Class 2 contains 66993 members 
Entering Unmasked Estep 
Score: -21731926.000000 Penalty: 5930.475586
	Iteration 5Q: 3 clusters Score -2.173193e+07 nChanged 8059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94537 members 
Mstep: Class 2 contains 61306 members 
Entering Unmasked Estep 
Score: -21736270.000000 Penalty: 5930.475586
	Iteration 6F: 3 clusters Score -2.173627e+07 nChanged 10117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102750 members 
Mstep: Class 2 contains 53093 members 
Entering Unmasked Estep 
Score: -21743272.000000 Penalty: 5930.475586
	Iteration 7F: 3 clusters Score -2.174327e+07 nChanged 11674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113162 members 
Mstep: Class 2 contains 42681 members 
Entering Unmasked Estep 
Score: -21753080.000000 Penalty: 5930.475586
	Iteration 8F: 3 clusters Score -2.175308e+07 nChanged 11709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124141 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
Score: -21763682.000000 Penalty: 5930.475586
	Iteration 9F: 3 clusters Score -2.176368e+07 nChanged 9693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133394 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -21771936.000000 Penalty: 5930.475586
	Iteration 10F: 3 clusters Score -2.177194e+07 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139805 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -21776576.000000 Penalty: 5930.475586
	Iteration 11Q: 3 clusters Score -2.177658e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144061 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -21779060.000000 Penalty: 5930.475586
	Iteration 12Q: 3 clusters Score -2.177906e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147037 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -21780382.000000 Penalty: 5930.475586
	Iteration 13Q: 3 clusters Score -2.178038e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149033 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -21781192.000000 Penalty: 5930.475586
	Iteration 14Q: 3 clusters Score -2.178119e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150359 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -21781564.000000 Penalty: 5930.475586
	Iteration 15Q: 3 clusters Score -2.178156e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151185 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -21781724.000000 Penalty: 5930.475586
	Iteration 16Q: 3 clusters Score -2.178172e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151769 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -21781842.000000 Penalty: 5930.475586
	Iteration 17Q: 3 clusters Score -2.178184e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152190 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -21781812.000000 Penalty: 5930.475586
	Iteration 18Q: 3 clusters Score -2.178181e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152487 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -21781796.000000 Penalty: 5930.475586
	Iteration 19Q: 3 clusters Score -2.17818e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152722 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -21781752.000000 Penalty: 5930.475586
	Iteration 20F: 3 clusters Score -2.178175e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152903 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -21781774.000000 Penalty: 5930.475586
	Iteration 21Q: 3 clusters Score -2.178177e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153033 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -21781758.000000 Penalty: 5930.475586
	Iteration 22Q: 3 clusters Score -2.178176e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153140 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -21781732.000000 Penalty: 5930.475586
	Iteration 23Q: 3 clusters Score -2.178173e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153239 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -21781714.000000 Penalty: 5930.475586
	Iteration 24Q: 3 clusters Score -2.178171e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153322 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -21781750.000000 Penalty: 5930.475586
	Iteration 25Q: 3 clusters Score -2.178175e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153396 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -21781716.000000 Penalty: 5930.475586
	Iteration 26Q: 3 clusters Score -2.178172e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153453 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -21781790.000000 Penalty: 5930.475586
	Iteration 27Q: 3 clusters Score -2.178179e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153499 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -21781760.000000 Penalty: 5930.475586
	Iteration 28Q: 3 clusters Score -2.178176e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153532 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -21781762.000000 Penalty: 5930.475586
	Iteration 29Q: 3 clusters Score -2.178176e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153566 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -21781746.000000 Penalty: 5930.475586
	Iteration 30Q: 3 clusters Score -2.178175e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153590 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -21781738.000000 Penalty: 5930.475586
	Iteration 31Q: 3 clusters Score -2.178174e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153612 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -21781748.000000 Penalty: 5930.475586
	Iteration 32Q: 3 clusters Score -2.178175e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153628 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -21781736.000000 Penalty: 5930.475586
	Iteration 33Q: 3 clusters Score -2.178174e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153639 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -21781728.000000 Penalty: 5930.475586
	Iteration 34Q: 3 clusters Score -2.178173e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153652 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -21781732.000000 Penalty: 5930.475586
	Iteration 35Q: 3 clusters Score -2.178173e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153659 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -21781736.000000 Penalty: 5930.475586
	Iteration 36Q: 3 clusters Score -2.178174e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153667 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -21781716.000000 Penalty: 5930.475586
	Iteration 37Q: 3 clusters Score -2.178172e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153674 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -21781722.000000 Penalty: 5930.475586
	Iteration 38Q: 3 clusters Score -2.178172e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153679 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -21781732.000000 Penalty: 5930.475586
	Iteration 39Q: 3 clusters Score -2.178173e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153687 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -21781740.000000 Penalty: 5930.475586
	Iteration 40F: 3 clusters Score -2.178174e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153692 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -21781736.000000 Penalty: 5930.475586
	Iteration 41Q: 3 clusters Score -2.178174e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153699 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -21781738.000000 Penalty: 5930.475586
	Iteration 42Q: 3 clusters Score -2.178174e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153703 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -21781740.000000 Penalty: 5930.475586
	Iteration 43Q: 3 clusters Score -2.178174e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153707 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -21781738.000000 Penalty: 5930.475586
	Iteration 44Q: 3 clusters Score -2.178174e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153713 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -21781730.000000 Penalty: 5930.475586
	Iteration 45Q: 3 clusters Score -2.178173e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153722 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -21781726.000000 Penalty: 5930.475586
	Iteration 46Q: 3 clusters Score -2.178173e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153732 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -21781706.000000 Penalty: 5930.475586
	Iteration 47Q: 3 clusters Score -2.178171e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153733 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -21781708.000000 Penalty: 5930.475586
	Iteration 48Q: 3 clusters Score -2.178171e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153738 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -21781710.000000 Penalty: 5930.475586
	Iteration 49Q: 3 clusters Score -2.178171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153741 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -21781720.000000 Penalty: 5930.475586
	Iteration 50Q: 3 clusters Score -2.178172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153741 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -21781728.000000 Penalty: 5930.475586
	Iteration 51Q: 3 clusters Score -2.178173e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153744 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -21781722.000000 Penalty: 5930.475586
	Iteration 52Q: 3 clusters Score -2.178172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153748 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -21781714.000000 Penalty: 5930.475586
	Iteration 53Q: 3 clusters Score -2.178171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153749 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -21781700.000000 Penalty: 5930.475586
	Iteration 54Q: 3 clusters Score -2.17817e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153751 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -21781712.000000 Penalty: 5930.475586
	Iteration 55Q: 3 clusters Score -2.178171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153754 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -21781722.000000 Penalty: 5930.475586
	Iteration 56Q: 3 clusters Score -2.178172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153755 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -21781706.000000 Penalty: 5930.475586
	Iteration 57Q: 3 clusters Score -2.178171e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153755 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -21781706.000000 Penalty: 5930.475586
	Iteration 58F: 3 clusters Score -2.178171e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -63989.636719 Penalty: 1566.656860
	Iteration 0F: 2 clusters Score -63989.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -62490.781250 Penalty: 3133.313721
	Iteration 0F: 3 clusters Score -62490.78 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -62760.800781 Penalty: 3133.313721
	Iteration 1F: 3 clusters Score -62760.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -62948.808594 Penalty: 3133.313721
	Iteration 2F: 3 clusters Score -62948.81 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -63104.234375 Penalty: 3133.313721
	Iteration 3F: 3 clusters Score -63104.23 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -63232.113281 Penalty: 3133.313721
	Iteration 4F: 3 clusters Score -63232.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -63340.222656 Penalty: 3133.313721
	Iteration 5Q: 3 clusters Score -63340.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -63423.222656 Penalty: 3133.313721
	Iteration 6Q: 3 clusters Score -63423.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -63508.300781 Penalty: 3133.313721
	Iteration 7Q: 3 clusters Score -63508.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -63633.921875 Penalty: 3133.313721
	Iteration 8Q: 3 clusters Score -63633.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -63729.664062 Penalty: 3133.313721
	Iteration 9Q: 3 clusters Score -63729.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -63795.937500 Penalty: 3133.313721
	Iteration 10Q: 3 clusters Score -63795.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -63844.898438 Penalty: 3133.313721
	Iteration 11Q: 3 clusters Score -63844.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -63871.414062 Penalty: 3133.313721
	Iteration 12Q: 3 clusters Score -63871.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -63878.542969 Penalty: 3133.313721
	Iteration 13Q: 3 clusters Score -63878.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -63895.070312 Penalty: 3133.313721
	Iteration 14Q: 3 clusters Score -63895.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -63918.996094 Penalty: 3133.313721
	Iteration 15Q: 3 clusters Score -63919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -63933.687500 Penalty: 3133.313721
	Iteration 16Q: 3 clusters Score -63933.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -63957.726562 Penalty: 3133.313721
	Iteration 17Q: 3 clusters Score -63957.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -63982.585938 Penalty: 3133.313721
	Iteration 18Q: 3 clusters Score -63982.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -64043.957031 Penalty: 3133.313721
	Iteration 19Q: 3 clusters Score -64043.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -64085.871094 Penalty: 3133.313721
	Iteration 20F: 3 clusters Score -64085.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -64094.273438 Penalty: 3133.313721
	Iteration 21Q: 3 clusters Score -64094.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -64094.273438 Penalty: 3133.313721
	Iteration 22F: 3 clusters Score -64094.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27576 members 
Mstep: Class 4 contains 9055 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87964 members 
Mstep: Class 7 contains 18734 members 
Mstep: Class 8 contains 126552 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4596 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 168024 members 
Mstep: Class 13 contains 65692 members 
Mstep: Class 14 contains 33549 members 
Mstep: Class 15 contains 14357 members 
Mstep: Class 16 contains 176407 members 
Mstep: Class 17 contains 11681 members 
Mstep: Class 18 contains 17695 members 
Mstep: Class 19 contains 33060 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 155843 members 
Mstep: Class 26 contains 328 members 
Mstep: Class 27 contains 226 members 
Entering Unmasked Estep 
Score: -132700904.000000 Penalty: 92242.843750
Splitting cluster 26 changes total score from -132702560.000000 to -132700904.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27576 members 
Mstep: Class 4 contains 9055 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87964 members 
Mstep: Class 7 contains 18734 members 
Mstep: Class 8 contains 126552 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4596 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 168024 members 
Mstep: Class 13 contains 65692 members 
Mstep: Class 14 contains 33549 members 
Mstep: Class 15 contains 14357 members 
Mstep: Class 16 contains 176407 members 
Mstep: Class 17 contains 11681 members 
Mstep: Class 18 contains 17695 members 
Mstep: Class 19 contains 33060 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 155843 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702704.000000 Penalty: 88826.445312
Iteration 359Q: 27 clusters Score -1.327027e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27574 members 
Mstep: Class 4 contains 9056 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 88007 members 
Mstep: Class 7 contains 18732 members 
Mstep: Class 8 contains 126570 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 167852 members 
Mstep: Class 13 contains 65658 members 
Mstep: Class 14 contains 33546 members 
Mstep: Class 15 contains 14360 members 
Mstep: Class 16 contains 176389 members 
Mstep: Class 17 contains 11675 members 
Mstep: Class 18 contains 17694 members 
Mstep: Class 19 contains 33052 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 156023 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702712.000000 Penalty: 88826.445312
Iteration 360F: 27 clusters Score -1.327027e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27574 members 
Mstep: Class 4 contains 9054 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 88043 members 
Mstep: Class 7 contains 18734 members 
Mstep: Class 8 contains 126569 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 167681 members 
Mstep: Class 13 contains 65622 members 
Mstep: Class 14 contains 33549 members 
Mstep: Class 15 contains 14361 members 
Mstep: Class 16 contains 176371 members 
Mstep: Class 17 contains 11676 members 
Mstep: Class 18 contains 17699 members 
Mstep: Class 19 contains 33047 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 156208 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702880.000000 Penalty: 88826.445312
Iteration 361Q: 27 clusters Score -1.327029e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27577 members 
Mstep: Class 4 contains 9049 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 88063 members 
Mstep: Class 7 contains 18735 members 
Mstep: Class 8 contains 126576 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 167479 members 
Mstep: Class 13 contains 65590 members 
Mstep: Class 14 contains 33558 members 
Mstep: Class 15 contains 14362 members 
Mstep: Class 16 contains 176368 members 
Mstep: Class 17 contains 11674 members 
Mstep: Class 18 contains 17698 members 
Mstep: Class 19 contains 33037 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 156422 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703080.000000 Penalty: 88826.445312
Iteration 362Q: 27 clusters Score -1.327031e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27579 members 
Mstep: Class 4 contains 9049 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 88071 members 
Mstep: Class 7 contains 18737 members 
Mstep: Class 8 contains 126582 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 167262 members 
Mstep: Class 13 contains 65565 members 
Mstep: Class 14 contains 33563 members 
Mstep: Class 15 contains 14365 members 
Mstep: Class 16 contains 176365 members 
Mstep: Class 17 contains 11669 members 
Mstep: Class 18 contains 17698 members 
Mstep: Class 19 contains 33020 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 156663 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703192.000000 Penalty: 88826.445312
Iteration 363Q: 27 clusters Score -1.327032e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27580 members 
Mstep: Class 4 contains 9050 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 88081 members 
Mstep: Class 7 contains 18738 members 
Mstep: Class 8 contains 126583 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 167049 members 
Mstep: Class 13 contains 65539 members 
Mstep: Class 14 contains 33568 members 
Mstep: Class 15 contains 14367 members 
Mstep: Class 16 contains 176361 members 
Mstep: Class 17 contains 11664 members 
Mstep: Class 18 contains 17699 members 
Mstep: Class 19 contains 33014 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 156895 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703288.000000 Penalty: 88826.445312
Iteration 364Q: 27 clusters Score -1.327033e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27582 members 
Mstep: Class 4 contains 9049 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 88086 members 
Mstep: Class 7 contains 18742 members 
Mstep: Class 8 contains 126583 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 166809 members 
Mstep: Class 13 contains 65530 members 
Mstep: Class 14 contains 33574 members 
Mstep: Class 15 contains 14367 members 
Mstep: Class 16 contains 176350 members 
Mstep: Class 17 contains 11661 members 
Mstep: Class 18 contains 17699 members 
Mstep: Class 19 contains 33006 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 157150 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703440.000000 Penalty: 88826.445312
Iteration 365Q: 27 clusters Score -1.327034e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27584 members 
Mstep: Class 4 contains 9049 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 88078 members 
Mstep: Class 7 contains 18745 members 
Mstep: Class 8 contains 126571 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 166598 members 
Mstep: Class 13 contains 65522 members 
Mstep: Class 14 contains 33572 members 
Mstep: Class 15 contains 14364 members 
Mstep: Class 16 contains 176349 members 
Mstep: Class 17 contains 11662 members 
Mstep: Class 18 contains 17700 members 
Mstep: Class 19 contains 33005 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 157389 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703576.000000 Penalty: 88826.445312
Iteration 366Q: 27 clusters Score -1.327036e+08 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27577 members 
Mstep: Class 4 contains 9053 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 88065 members 
Mstep: Class 7 contains 18745 members 
Mstep: Class 8 contains 126561 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 166381 members 
Mstep: Class 13 contains 65520 members 
Mstep: Class 14 contains 33575 members 
Mstep: Class 15 contains 14364 members 
Mstep: Class 16 contains 176343 members 
Mstep: Class 17 contains 11663 members 
Mstep: Class 18 contains 17701 members 
Mstep: Class 19 contains 33001 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 157639 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703800.000000 Penalty: 88826.445312
Iteration 367Q: 27 clusters Score -1.327038e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27567 members 
Mstep: Class 4 contains 9050 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 88046 members 
Mstep: Class 7 contains 18742 members 
Mstep: Class 8 contains 126551 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 166104 members 
Mstep: Class 13 contains 65516 members 
Mstep: Class 14 contains 33585 members 
Mstep: Class 15 contains 14369 members 
Mstep: Class 16 contains 176349 members 
Mstep: Class 17 contains 11665 members 
Mstep: Class 18 contains 17700 members 
Mstep: Class 19 contains 32999 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 157945 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703624.000000 Penalty: 88826.445312
Iteration 368Q: 27 clusters Score -1.327036e+08 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27565 members 
Mstep: Class 4 contains 9054 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 88034 members 
Mstep: Class 7 contains 18748 members 
Mstep: Class 8 contains 126548 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 165841 members 
Mstep: Class 13 contains 65506 members 
Mstep: Class 14 contains 33590 members 
Mstep: Class 15 contains 14377 members 
Mstep: Class 16 contains 176337 members 
Mstep: Class 17 contains 11662 members 
Mstep: Class 18 contains 17701 members 
Mstep: Class 19 contains 32986 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 158239 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703816.000000 Penalty: 88826.445312
Iteration 369Q: 27 clusters Score -1.327038e+08 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27569 members 
Mstep: Class 4 contains 9053 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 88019 members 
Mstep: Class 7 contains 18747 members 
Mstep: Class 8 contains 126541 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 165552 members 
Mstep: Class 13 contains 65500 members 
Mstep: Class 14 contains 33588 members 
Mstep: Class 15 contains 14379 members 
Mstep: Class 16 contains 176339 members 
Mstep: Class 17 contains 11666 members 
Mstep: Class 18 contains 17700 members 
Mstep: Class 19 contains 32972 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 158563 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703824.000000 Penalty: 88826.445312
Iteration 370Q: 27 clusters Score -1.327038e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27579 members 
Mstep: Class 4 contains 9050 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87996 members 
Mstep: Class 7 contains 18739 members 
Mstep: Class 8 contains 126540 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 165300 members 
Mstep: Class 13 contains 65504 members 
Mstep: Class 14 contains 33586 members 
Mstep: Class 15 contains 14376 members 
Mstep: Class 16 contains 176318 members 
Mstep: Class 17 contains 11664 members 
Mstep: Class 18 contains 17700 members 
Mstep: Class 19 contains 32946 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 158890 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704000.000000 Penalty: 88826.445312
Iteration 371Q: 27 clusters Score -1.32704e+08 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27575 members 
Mstep: Class 4 contains 9052 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87975 members 
Mstep: Class 7 contains 18732 members 
Mstep: Class 8 contains 126527 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 165043 members 
Mstep: Class 13 contains 65510 members 
Mstep: Class 14 contains 33580 members 
Mstep: Class 15 contains 14378 members 
Mstep: Class 16 contains 176293 members 
Mstep: Class 17 contains 11660 members 
Mstep: Class 18 contains 17699 members 
Mstep: Class 19 contains 32917 members 
Mstep: Class 20 contains 3932 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159248 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704184.000000 Penalty: 88826.445312
Iteration 372Q: 27 clusters Score -1.327042e+08 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27569 members 
Mstep: Class 4 contains 9051 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87953 members 
Mstep: Class 7 contains 18729 members 
Mstep: Class 8 contains 126523 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 164805 members 
Mstep: Class 13 contains 65516 members 
Mstep: Class 14 contains 33580 members 
Mstep: Class 15 contains 14378 members 
Mstep: Class 16 contains 176273 members 
Mstep: Class 17 contains 11655 members 
Mstep: Class 18 contains 17696 members 
Mstep: Class 19 contains 32902 members 
Mstep: Class 20 contains 3932 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159559 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704296.000000 Penalty: 88826.445312
Iteration 373Q: 27 clusters Score -1.327043e+08 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27571 members 
Mstep: Class 4 contains 9050 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87914 members 
Mstep: Class 7 contains 18733 members 
Mstep: Class 8 contains 126507 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 164584 members 
Mstep: Class 13 contains 65527 members 
Mstep: Class 14 contains 33567 members 
Mstep: Class 15 contains 14370 members 
Mstep: Class 16 contains 176254 members 
Mstep: Class 17 contains 11643 members 
Mstep: Class 18 contains 17696 members 
Mstep: Class 19 contains 32879 members 
Mstep: Class 20 contains 3932 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159894 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704312.000000 Penalty: 88826.445312
Iteration 374Q: 27 clusters Score -1.327043e+08 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27578 members 
Mstep: Class 4 contains 9043 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87883 members 
Mstep: Class 7 contains 18732 members 
Mstep: Class 8 contains 126492 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 164370 members 
Mstep: Class 13 contains 65546 members 
Mstep: Class 14 contains 33553 members 
Mstep: Class 15 contains 14370 members 
Mstep: Class 16 contains 176232 members 
Mstep: Class 17 contains 11634 members 
Mstep: Class 18 contains 17697 members 
Mstep: Class 19 contains 32848 members 
Mstep: Class 20 contains 3932 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 160211 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704664.000000 Penalty: 88826.445312
Iteration 375Q: 27 clusters Score -1.327047e+08 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27581 members 
Mstep: Class 4 contains 9036 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87820 members 
Mstep: Class 7 contains 18723 members 
Mstep: Class 8 contains 126475 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 164139 members 
Mstep: Class 13 contains 65558 members 
Mstep: Class 14 contains 33532 members 
Mstep: Class 15 contains 14365 members 
Mstep: Class 16 contains 176229 members 
Mstep: Class 17 contains 11623 members 
Mstep: Class 18 contains 17693 members 
Mstep: Class 19 contains 32823 members 
Mstep: Class 20 contains 3932 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 160592 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704720.000000 Penalty: 88826.445312
Iteration 376Q: 27 clusters Score -1.327047e+08 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27578 members 
Mstep: Class 4 contains 9030 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87772 members 
Mstep: Class 7 contains 18719 members 
Mstep: Class 8 contains 126482 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2059 members 
Mstep: Class 12 contains 163941 members 
Mstep: Class 13 contains 65579 members 
Mstep: Class 14 contains 33520 members 
Mstep: Class 15 contains 14355 members 
Mstep: Class 16 contains 176226 members 
Mstep: Class 17 contains 11616 members 
Mstep: Class 18 contains 17695 members 
Mstep: Class 19 contains 32796 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 160882 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704688.000000 Penalty: 88826.445312
Iteration 377Q: 27 clusters Score -1.327047e+08 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27584 members 
Mstep: Class 4 contains 9028 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87737 members 
Mstep: Class 7 contains 18724 members 
Mstep: Class 8 contains 126480 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2059 members 
Mstep: Class 12 contains 163786 members 
Mstep: Class 13 contains 65617 members 
Mstep: Class 14 contains 33517 members 
Mstep: Class 15 contains 14360 members 
Mstep: Class 16 contains 176206 members 
Mstep: Class 17 contains 11594 members 
Mstep: Class 18 contains 17698 members 
Mstep: Class 19 contains 32784 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 161077 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704992.000000 Penalty: 88826.445312
Iteration 378Q: 27 clusters Score -1.32705e+08 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27591 members 
Mstep: Class 4 contains 9022 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87699 members 
Mstep: Class 7 contains 18714 members 
Mstep: Class 8 contains 126480 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2059 members 
Mstep: Class 12 contains 163755 members 
Mstep: Class 13 contains 65655 members 
Mstep: Class 14 contains 33506 members 
Mstep: Class 15 contains 14362 members 
Mstep: Class 16 contains 176175 members 
Mstep: Class 17 contains 11580 members 
Mstep: Class 18 contains 17696 members 
Mstep: Class 19 contains 32760 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 161197 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705184.000000 Penalty: 88826.445312
Iteration 379Q: 27 clusters Score -1.327052e+08 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27597 members 
Mstep: Class 4 contains 9020 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87658 members 
Mstep: Class 7 contains 18696 members 
Mstep: Class 8 contains 126465 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2059 members 
Mstep: Class 12 contains 163742 members 
Mstep: Class 13 contains 65681 members 
Mstep: Class 14 contains 33506 members 
Mstep: Class 15 contains 14362 members 
Mstep: Class 16 contains 176181 members 
Mstep: Class 17 contains 11566 members 
Mstep: Class 18 contains 17692 members 
Mstep: Class 19 contains 32743 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 161283 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705600.000000 Penalty: 88826.445312
Iteration 380F: 27 clusters Score -1.327056e+08 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27608 members 
Mstep: Class 4 contains 9013 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87610 members 
Mstep: Class 7 contains 18686 members 
Mstep: Class 8 contains 126460 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2058 members 
Mstep: Class 12 contains 163797 members 
Mstep: Class 13 contains 65711 members 
Mstep: Class 14 contains 33487 members 
Mstep: Class 15 contains 14352 members 
Mstep: Class 16 contains 176170 members 
Mstep: Class 17 contains 11554 members 
Mstep: Class 18 contains 17693 members 
Mstep: Class 19 contains 32719 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 161333 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705640.000000 Penalty: 88826.445312
Iteration 381Q: 27 clusters Score -1.327056e+08 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27622 members 
Mstep: Class 4 contains 9010 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87553 members 
Mstep: Class 7 contains 18675 members 
Mstep: Class 8 contains 126452 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 163890 members 
Mstep: Class 13 contains 65740 members 
Mstep: Class 14 contains 33472 members 
Mstep: Class 15 contains 14342 members 
Mstep: Class 16 contains 176162 members 
Mstep: Class 17 contains 11554 members 
Mstep: Class 18 contains 17692 members 
Mstep: Class 19 contains 32709 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 161322 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705496.000000 Penalty: 88826.445312
Iteration 382Q: 27 clusters Score -1.327055e+08 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27629 members 
Mstep: Class 4 contains 9005 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87502 members 
Mstep: Class 7 contains 18676 members 
Mstep: Class 8 contains 126438 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 164024 members 
Mstep: Class 13 contains 65761 members 
Mstep: Class 14 contains 33450 members 
Mstep: Class 15 contains 14339 members 
Mstep: Class 16 contains 176156 members 
Mstep: Class 17 contains 11546 members 
Mstep: Class 18 contains 17694 members 
Mstep: Class 19 contains 32699 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 161276 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705712.000000 Penalty: 88826.445312
Iteration 383Q: 27 clusters Score -1.327057e+08 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27642 members 
Mstep: Class 4 contains 9008 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87460 members 
Mstep: Class 7 contains 18668 members 
Mstep: Class 8 contains 126420 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 164122 members 
Mstep: Class 13 contains 65794 members 
Mstep: Class 14 contains 33437 members 
Mstep: Class 15 contains 14336 members 
Mstep: Class 16 contains 176166 members 
Mstep: Class 17 contains 11535 members 
Mstep: Class 18 contains 17698 members 
Mstep: Class 19 contains 32697 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 161213 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705520.000000 Penalty: 88826.445312
Iteration 384Q: 27 clusters Score -1.327055e+08 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27646 members 
Mstep: Class 4 contains 9009 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87416 members 
Mstep: Class 7 contains 18664 members 
Mstep: Class 8 contains 126405 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 164282 members 
Mstep: Class 13 contains 65806 members 
Mstep: Class 14 contains 33440 members 
Mstep: Class 15 contains 14335 members 
Mstep: Class 16 contains 176189 members 
Mstep: Class 17 contains 11528 members 
Mstep: Class 18 contains 17698 members 
Mstep: Class 19 contains 32693 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 161085 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705408.000000 Penalty: 88826.445312
Iteration 385Q: 27 clusters Score -1.327054e+08 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27655 members 
Mstep: Class 4 contains 9004 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87376 members 
Mstep: Class 7 contains 18661 members 
Mstep: Class 8 contains 126399 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 164422 members 
Mstep: Class 13 contains 65828 members 
Mstep: Class 14 contains 33450 members 
Mstep: Class 15 contains 14336 members 
Mstep: Class 16 contains 176196 members 
Mstep: Class 17 contains 11529 members 
Mstep: Class 18 contains 17699 members 
Mstep: Class 19 contains 32686 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 160955 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705304.000000 Penalty: 88826.445312
Iteration 386Q: 27 clusters Score -1.327053e+08 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27657 members 
Mstep: Class 4 contains 8997 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87348 members 
Mstep: Class 7 contains 18656 members 
Mstep: Class 8 contains 126396 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 164564 members 
Mstep: Class 13 contains 65838 members 
Mstep: Class 14 contains 33450 members 
Mstep: Class 15 contains 14333 members 
Mstep: Class 16 contains 176192 members 
Mstep: Class 17 contains 11536 members 
Mstep: Class 18 contains 17699 members 
Mstep: Class 19 contains 32680 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 160850 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705008.000000 Penalty: 88826.445312
Iteration 387Q: 27 clusters Score -1.32705e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27669 members 
Mstep: Class 4 contains 8997 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87332 members 
Mstep: Class 7 contains 18659 members 
Mstep: Class 8 contains 126385 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 164727 members 
Mstep: Class 13 contains 65844 members 
Mstep: Class 14 contains 33443 members 
Mstep: Class 15 contains 14325 members 
Mstep: Class 16 contains 176199 members 
Mstep: Class 17 contains 11538 members 
Mstep: Class 18 contains 17698 members 
Mstep: Class 19 contains 32690 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 160690 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704984.000000 Penalty: 88826.445312
Iteration 388Q: 27 clusters Score -1.32705e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27673 members 
Mstep: Class 4 contains 9000 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87341 members 
Mstep: Class 7 contains 18656 members 
Mstep: Class 8 contains 126371 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 164887 members 
Mstep: Class 13 contains 65852 members 
Mstep: Class 14 contains 33432 members 
Mstep: Class 15 contains 14318 members 
Mstep: Class 16 contains 176209 members 
Mstep: Class 17 contains 11542 members 
Mstep: Class 18 contains 17699 members 
Mstep: Class 19 contains 32693 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 160523 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704880.000000 Penalty: 88826.445312
Iteration 389Q: 27 clusters Score -1.327049e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27672 members 
Mstep: Class 4 contains 8999 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87329 members 
Mstep: Class 7 contains 18656 members 
Mstep: Class 8 contains 126371 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 165020 members 
Mstep: Class 13 contains 65861 members 
Mstep: Class 14 contains 33432 members 
Mstep: Class 15 contains 14318 members 
Mstep: Class 16 contains 176212 members 
Mstep: Class 17 contains 11543 members 
Mstep: Class 18 contains 17700 members 
Mstep: Class 19 contains 32703 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 160380 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704912.000000 Penalty: 88826.445312
Iteration 390Q: 27 clusters Score -1.327049e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27673 members 
Mstep: Class 4 contains 8999 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87319 members 
Mstep: Class 7 contains 18656 members 
Mstep: Class 8 contains 126368 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 165123 members 
Mstep: Class 13 contains 65868 members 
Mstep: Class 14 contains 33434 members 
Mstep: Class 15 contains 14319 members 
Mstep: Class 16 contains 176219 members 
Mstep: Class 17 contains 11540 members 
Mstep: Class 18 contains 17700 members 
Mstep: Class 19 contains 32707 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 160271 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704880.000000 Penalty: 88826.445312
Iteration 391Q: 27 clusters Score -1.327049e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27680 members 
Mstep: Class 4 contains 8997 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87316 members 
Mstep: Class 7 contains 18652 members 
Mstep: Class 8 contains 126373 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 165227 members 
Mstep: Class 13 contains 65875 members 
Mstep: Class 14 contains 33438 members 
Mstep: Class 15 contains 14316 members 
Mstep: Class 16 contains 176223 members 
Mstep: Class 17 contains 11536 members 
Mstep: Class 18 contains 17700 members 
Mstep: Class 19 contains 32717 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 160146 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704872.000000 Penalty: 88826.445312
Iteration 392Q: 27 clusters Score -1.327049e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27681 members 
Mstep: Class 4 contains 8997 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87326 members 
Mstep: Class 7 contains 18649 members 
Mstep: Class 8 contains 126369 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 165326 members 
Mstep: Class 13 contains 65884 members 
Mstep: Class 14 contains 33440 members 
Mstep: Class 15 contains 14316 members 
Mstep: Class 16 contains 176232 members 
Mstep: Class 17 contains 11538 members 
Mstep: Class 18 contains 17700 members 
Mstep: Class 19 contains 32716 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 160021 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704824.000000 Penalty: 88826.445312
Iteration 393Q: 27 clusters Score -1.327048e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27680 members 
Mstep: Class 4 contains 8999 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87335 members 
Mstep: Class 7 contains 18652 members 
Mstep: Class 8 contains 126377 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 165418 members 
Mstep: Class 13 contains 65891 members 
Mstep: Class 14 contains 33442 members 
Mstep: Class 15 contains 14315 members 
Mstep: Class 16 contains 176245 members 
Mstep: Class 17 contains 11539 members 
Mstep: Class 18 contains 17701 members 
Mstep: Class 19 contains 32721 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159880 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704808.000000 Penalty: 88826.445312
Iteration 394Q: 27 clusters Score -1.327048e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27673 members 
Mstep: Class 4 contains 8999 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87336 members 
Mstep: Class 7 contains 18655 members 
Mstep: Class 8 contains 126377 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 165530 members 
Mstep: Class 13 contains 65902 members 
Mstep: Class 14 contains 33446 members 
Mstep: Class 15 contains 14312 members 
Mstep: Class 16 contains 176257 members 
Mstep: Class 17 contains 11541 members 
Mstep: Class 18 contains 17701 members 
Mstep: Class 19 contains 32725 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159741 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704776.000000 Penalty: 88826.445312
Iteration 395Q: 27 clusters Score -1.327048e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27669 members 
Mstep: Class 4 contains 9001 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87331 members 
Mstep: Class 7 contains 18656 members 
Mstep: Class 8 contains 126384 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 165650 members 
Mstep: Class 13 contains 65907 members 
Mstep: Class 14 contains 33445 members 
Mstep: Class 15 contains 14313 members 
Mstep: Class 16 contains 176269 members 
Mstep: Class 17 contains 11541 members 
Mstep: Class 18 contains 17701 members 
Mstep: Class 19 contains 32731 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159597 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704904.000000 Penalty: 88826.445312
Iteration 396Q: 27 clusters Score -1.327049e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27668 members 
Mstep: Class 4 contains 9002 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87324 members 
Mstep: Class 7 contains 18659 members 
Mstep: Class 8 contains 126392 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 165771 members 
Mstep: Class 13 contains 65906 members 
Mstep: Class 14 contains 33442 members 
Mstep: Class 15 contains 14310 members 
Mstep: Class 16 contains 176281 members 
Mstep: Class 17 contains 11541 members 
Mstep: Class 18 contains 17700 members 
Mstep: Class 19 contains 32733 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159466 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704784.000000 Penalty: 88826.445312
Iteration 397Q: 27 clusters Score -1.327048e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27671 members 
Mstep: Class 4 contains 9004 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87318 members 
Mstep: Class 7 contains 18658 members 
Mstep: Class 8 contains 126390 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 165877 members 
Mstep: Class 13 contains 65907 members 
Mstep: Class 14 contains 33450 members 
Mstep: Class 15 contains 14307 members 
Mstep: Class 16 contains 176289 members 
Mstep: Class 17 contains 11543 members 
Mstep: Class 18 contains 17700 members 
Mstep: Class 19 contains 32737 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159344 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704776.000000 Penalty: 88826.445312
Iteration 398Q: 27 clusters Score -1.327048e+08 nChanged 311
Entering ConstructFrom: 
Score: -132704776.000000 Penalty: 88826.445312
Entering ConstructFrom: 
Trying to split cluster 1 (291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Entering Unmasked Estep 
Score: -30608.035156 Penalty: 1406.984131
	Iteration 0F: 2 clusters Score -30608.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -29402.294922 Penalty: 2813.968262
	Iteration 0F: 3 clusters Score -29402.29 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29768.738281 Penalty: 2813.968262
	Iteration 1F: 3 clusters Score -29768.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29871.761719 Penalty: 2813.968262
	Iteration 2F: 3 clusters Score -29871.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29920.287109 Penalty: 2813.968262
	Iteration 3Q: 3 clusters Score -29920.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -29950.451172 Penalty: 2813.968262
	Iteration 4Q: 3 clusters Score -29950.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -29972.919922 Penalty: 2813.968262
	Iteration 5Q: 3 clusters Score -29972.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -29997.839844 Penalty: 2813.968262
	Iteration 6Q: 3 clusters Score -29997.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -30056.992188 Penalty: 2813.968262
	Iteration 7Q: 3 clusters Score -30056.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -30084.199219 Penalty: 2813.968262
	Iteration 8Q: 3 clusters Score -30084.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -30114.654297 Penalty: 2813.968262
	Iteration 9Q: 3 clusters Score -30114.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -30172.023438 Penalty: 2813.968262
	Iteration 10Q: 3 clusters Score -30172.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -30201.333984 Penalty: 2813.968262
	Iteration 11Q: 3 clusters Score -30201.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -30216.234375 Penalty: 2813.968262
	Iteration 12Q: 3 clusters Score -30216.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -30218.658203 Penalty: 2813.968262
	Iteration 13F: 3 clusters Score -30218.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -30236.164062 Penalty: 2813.968262
	Iteration 14Q: 3 clusters Score -30236.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -30242.044922 Penalty: 2813.968262
	Iteration 15Q: 3 clusters Score -30242.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -30253.392578 Penalty: 2813.968262
	Iteration 16Q: 3 clusters Score -30253.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -30258.888672 Penalty: 2813.968262
	Iteration 17Q: 3 clusters Score -30258.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -30258.888672 Penalty: 2813.968262
	Iteration 18F: 3 clusters Score -30258.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -52076.812500 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -52076.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -50656.390625 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -50656.39 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -50814.273438 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -50814.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -50863.167969 Penalty: 3007.637451
	Iteration 2Q: 3 clusters Score -50863.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -50878.218750 Penalty: 3007.637451
	Iteration 3Q: 3 clusters Score -50878.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -50882.363281 Penalty: 3007.637451
	Iteration 4Q: 3 clusters Score -50882.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -50882.363281 Penalty: 3007.637451
	Iteration 5F: 3 clusters Score -50882.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Entering Unmasked Estep 
Score: -3767675.750000 Penalty: 2536.587646
	Iteration 0F: 2 clusters Score -3767676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -3748628.500000 Penalty: 5073.175293
	Iteration 0F: 3 clusters Score -3748628 nChanged 12390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -3756090.750000 Penalty: 5073.175293
	Iteration 1F: 3 clusters Score -3756091 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -3757618.750000 Penalty: 5073.175293
	Iteration 2F: 3 clusters Score -3757619 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -3759194.500000 Penalty: 5073.175293
	Iteration 3F: 3 clusters Score -3759194 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -3760608.000000 Penalty: 5073.175293
	Iteration 4F: 3 clusters Score -3760608 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -3761824.000000 Penalty: 5073.175293
	Iteration 5F: 3 clusters Score -3761824 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -3762843.250000 Penalty: 5073.175293
	Iteration 6F: 3 clusters Score -3762843 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -3763632.250000 Penalty: 5073.175293
	Iteration 7F: 3 clusters Score -3763632 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -3764207.000000 Penalty: 5073.175293
	Iteration 8Q: 3 clusters Score -3764207 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -3764720.750000 Penalty: 5073.175293
	Iteration 9Q: 3 clusters Score -3764721 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -3765216.750000 Penalty: 5073.175293
	Iteration 10Q: 3 clusters Score -3765217 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -3765723.000000 Penalty: 5073.175293
	Iteration 11Q: 3 clusters Score -3765723 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -3766179.250000 Penalty: 5073.175293
	Iteration 12Q: 3 clusters Score -3766179 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -3766548.000000 Penalty: 5073.175293
	Iteration 13Q: 3 clusters Score -3766548 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -3766864.750000 Penalty: 5073.175293
	Iteration 14Q: 3 clusters Score -3766865 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -3767163.000000 Penalty: 5073.175293
	Iteration 15Q: 3 clusters Score -3767163 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -3767412.500000 Penalty: 5073.175293
	Iteration 16Q: 3 clusters Score -3767412 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -3767603.000000 Penalty: 5073.175293
	Iteration 17Q: 3 clusters Score -3767603 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -3767677.750000 Penalty: 5073.175293
	Iteration 18Q: 3 clusters Score -3767678 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -3767745.000000 Penalty: 5073.175293
	Iteration 19Q: 3 clusters Score -3767745 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -3767777.250000 Penalty: 5073.175293
	Iteration 20F: 3 clusters Score -3767777 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -3767798.750000 Penalty: 5073.175293
	Iteration 21Q: 3 clusters Score -3767799 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -3767817.250000 Penalty: 5073.175293
	Iteration 22Q: 3 clusters Score -3767817 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -3767836.000000 Penalty: 5073.175293
	Iteration 23Q: 3 clusters Score -3767836 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -3767844.000000 Penalty: 5073.175293
	Iteration 24Q: 3 clusters Score -3767844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -3767848.750000 Penalty: 5073.175293
	Iteration 25Q: 3 clusters Score -3767849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -3767851.000000 Penalty: 5073.175293
	Iteration 26Q: 3 clusters Score -3767851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -3767855.500000 Penalty: 5073.175293
	Iteration 27Q: 3 clusters Score -3767856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -3767851.750000 Penalty: 5073.175293
	Iteration 28Q: 3 clusters Score -3767852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -3767856.250000 Penalty: 5073.175293
	Iteration 29Q: 3 clusters Score -3767856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -3767852.750000 Penalty: 5073.175293
	Iteration 30Q: 3 clusters Score -3767853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -3767856.500000 Penalty: 5073.175293
	Iteration 31Q: 3 clusters Score -3767856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -3767854.750000 Penalty: 5073.175293
	Iteration 32Q: 3 clusters Score -3767855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -3767859.000000 Penalty: 5073.175293
	Iteration 33Q: 3 clusters Score -3767859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -3767859.000000 Penalty: 5073.175293
	Iteration 34F: 3 clusters Score -3767859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 1549 members 
Mstep: Class 4 contains 9005 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87318 members 
Mstep: Class 7 contains 18656 members 
Mstep: Class 8 contains 126390 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 165977 members 
Mstep: Class 13 contains 65906 members 
Mstep: Class 14 contains 33452 members 
Mstep: Class 15 contains 14310 members 
Mstep: Class 16 contains 176280 members 
Mstep: Class 17 contains 11544 members 
Mstep: Class 18 contains 17700 members 
Mstep: Class 19 contains 32736 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159249 members 
Mstep: Class 26 contains 554 members 
Mstep: Class 27 contains 26123 members 
Entering Unmasked Estep 
Score: -132703800.000000 Penalty: 92242.843750
Splitting cluster 3 changes total score from -132704776.000000 to -132703800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (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: -1209507.125000 Penalty: 2258.172852
	Iteration 0F: 2 clusters Score -1209507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1202428.500000 Penalty: 4516.345703
	Iteration 0F: 3 clusters Score -1202428 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1204442.875000 Penalty: 4516.345703
	Iteration 1F: 3 clusters Score -1204443 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1204818.250000 Penalty: 4516.345703
	Iteration 2F: 3 clusters Score -1204818 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1205189.125000 Penalty: 4516.345703
	Iteration 3F: 3 clusters Score -1205189 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1205601.250000 Penalty: 4516.345703
	Iteration 4F: 3 clusters Score -1205601 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1206035.875000 Penalty: 4516.345703
	Iteration 5F: 3 clusters Score -1206036 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1206460.625000 Penalty: 4516.345703
	Iteration 6F: 3 clusters Score -1206461 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1206919.125000 Penalty: 4516.345703
	Iteration 7F: 3 clusters Score -1206919 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1207392.500000 Penalty: 4516.345703
	Iteration 8F: 3 clusters Score -1207392 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1207801.750000 Penalty: 4516.345703
	Iteration 9F: 3 clusters Score -1207802 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1208112.250000 Penalty: 4516.345703
	Iteration 10Q: 3 clusters Score -1208112 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1208375.625000 Penalty: 4516.345703
	Iteration 11Q: 3 clusters Score -1208376 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1208608.500000 Penalty: 4516.345703
	Iteration 12Q: 3 clusters Score -1208608 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1208759.125000 Penalty: 4516.345703
	Iteration 13Q: 3 clusters Score -1208759 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1208842.750000 Penalty: 4516.345703
	Iteration 14Q: 3 clusters Score -1208843 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1208897.250000 Penalty: 4516.345703
	Iteration 15Q: 3 clusters Score -1208897 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1208932.125000 Penalty: 4516.345703
	Iteration 16Q: 3 clusters Score -1208932 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1208964.375000 Penalty: 4516.345703
	Iteration 17Q: 3 clusters Score -1208964 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1208984.875000 Penalty: 4516.345703
	Iteration 18Q: 3 clusters Score -1208985 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1208996.000000 Penalty: 4516.345703
	Iteration 19Q: 3 clusters Score -1208996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1209008.000000 Penalty: 4516.345703
	Iteration 20F: 3 clusters Score -1209008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1209012.625000 Penalty: 4516.345703
	Iteration 21Q: 3 clusters Score -1209013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1209021.875000 Penalty: 4516.345703
	Iteration 22Q: 3 clusters Score -1209022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1209025.500000 Penalty: 4516.345703
	Iteration 23Q: 3 clusters Score -1209026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1209025.375000 Penalty: 4516.345703
	Iteration 24Q: 3 clusters Score -1209025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1209027.375000 Penalty: 4516.345703
	Iteration 25Q: 3 clusters Score -1209027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1209032.250000 Penalty: 4516.345703
	Iteration 26Q: 3 clusters Score -1209032 nChanged 5
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: -1209034.750000 Penalty: 4516.345703
	Iteration 27Q: 3 clusters Score -1209035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1209036.875000 Penalty: 4516.345703
	Iteration 28Q: 3 clusters Score -1209037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1209038.750000 Penalty: 4516.345703
	Iteration 29Q: 3 clusters Score -1209039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1209037.375000 Penalty: 4516.345703
	Iteration 30Q: 3 clusters Score -1209037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1209038.750000 Penalty: 4516.345703
	Iteration 31Q: 3 clusters Score -1209039 nChanged 2
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: -1209041.250000 Penalty: 4516.345703
	Iteration 32Q: 3 clusters Score -1209041 nChanged 0
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: -1209041.250000 Penalty: 4516.345703
	Iteration 33F: 3 clusters Score -1209041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -58316.890625 Penalty: 1522.156372
	Iteration 0F: 2 clusters Score -58316.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -56910.492188 Penalty: 3044.312744
	Iteration 0F: 3 clusters Score -56910.49 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -57084.812500 Penalty: 3044.312744
	Iteration 1F: 3 clusters Score -57084.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -57122.304688 Penalty: 3044.312744
	Iteration 2Q: 3 clusters Score -57122.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -57159.660156 Penalty: 3044.312744
	Iteration 3Q: 3 clusters Score -57159.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -57178.066406 Penalty: 3044.312744
	Iteration 4Q: 3 clusters Score -57178.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -57178.066406 Penalty: 3044.312744
	Iteration 5F: 3 clusters Score -57178.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (87318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87318 members 
Entering Unmasked Estep 
Score: -12342158.000000 Penalty: 2821.573242
	Iteration 0F: 2 clusters Score -1.234216e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43809 members 
Mstep: Class 2 contains 43509 members 
Entering Unmasked Estep 
Score: -12283813.000000 Penalty: 5643.146484
	Iteration 0F: 3 clusters Score -1.228381e+07 nChanged 41193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46904 members 
Mstep: Class 2 contains 40414 members 
Entering Unmasked Estep 
Score: -12307564.000000 Penalty: 5643.146484
	Iteration 1F: 3 clusters Score -1.230756e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48833 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -12308769.000000 Penalty: 5643.146484
	Iteration 2Q: 3 clusters Score -1.230877e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51704 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -12310585.000000 Penalty: 5643.146484
	Iteration 3Q: 3 clusters Score -1.231058e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55704 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -12313493.000000 Penalty: 5643.146484
	Iteration 4F: 3 clusters Score -1.231349e+07 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60954 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -12317962.000000 Penalty: 5643.146484
	Iteration 5F: 3 clusters Score -1.231796e+07 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66992 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -12323997.000000 Penalty: 5643.146484
	Iteration 6F: 3 clusters Score -1.2324e+07 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72534 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -12330013.000000 Penalty: 5643.146484
	Iteration 7F: 3 clusters Score -1.233001e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76273 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -12334217.000000 Penalty: 5643.146484
	Iteration 8Q: 3 clusters Score -1.233422e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78247 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -12336371.000000 Penalty: 5643.146484
	Iteration 9Q: 3 clusters Score -1.233637e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79373 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -12337508.000000 Penalty: 5643.146484
	Iteration 10Q: 3 clusters Score -1.233751e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80188 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -12338245.000000 Penalty: 5643.146484
	Iteration 11Q: 3 clusters Score -1.233824e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80774 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -12338761.000000 Penalty: 5643.146484
	Iteration 12Q: 3 clusters Score -1.233876e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81211 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -12339064.000000 Penalty: 5643.146484
	Iteration 13Q: 3 clusters Score -1.233906e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81562 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -12339332.000000 Penalty: 5643.146484
	Iteration 14Q: 3 clusters Score -1.233933e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81808 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -12339508.000000 Penalty: 5643.146484
	Iteration 15Q: 3 clusters Score -1.233951e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82012 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -12339648.000000 Penalty: 5643.146484
	Iteration 16Q: 3 clusters Score -1.233965e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82154 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -12339705.000000 Penalty: 5643.146484
	Iteration 17Q: 3 clusters Score -1.23397e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82238 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -12339839.000000 Penalty: 5643.146484
	Iteration 18Q: 3 clusters Score -1.233984e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82284 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -12339896.000000 Penalty: 5643.146484
	Iteration 19Q: 3 clusters Score -1.23399e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82300 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -12339917.000000 Penalty: 5643.146484
	Iteration 20F: 3 clusters Score -1.233992e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82305 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -12339987.000000 Penalty: 5643.146484
	Iteration 21Q: 3 clusters Score -1.233999e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82309 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -12339990.000000 Penalty: 5643.146484
	Iteration 22Q: 3 clusters Score -1.233999e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82318 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -12340039.000000 Penalty: 5643.146484
	Iteration 23Q: 3 clusters Score -1.234004e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82304 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -12340054.000000 Penalty: 5643.146484
	Iteration 24Q: 3 clusters Score -1.234005e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82296 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -12340072.000000 Penalty: 5643.146484
	Iteration 25Q: 3 clusters Score -1.234007e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82297 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -12340091.000000 Penalty: 5643.146484
	Iteration 26Q: 3 clusters Score -1.234009e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82287 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -12340086.000000 Penalty: 5643.146484
	Iteration 27Q: 3 clusters Score -1.234009e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82282 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -12340085.000000 Penalty: 5643.146484
	Iteration 28Q: 3 clusters Score -1.234008e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82276 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -12340091.000000 Penalty: 5643.146484
	Iteration 29Q: 3 clusters Score -1.234009e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82270 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -12340094.000000 Penalty: 5643.146484
	Iteration 30Q: 3 clusters Score -1.234009e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82256 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -12340123.000000 Penalty: 5643.146484
	Iteration 31Q: 3 clusters Score -1.234012e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82249 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -12340117.000000 Penalty: 5643.146484
	Iteration 32Q: 3 clusters Score -1.234012e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82249 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -12340116.000000 Penalty: 5643.146484
	Iteration 33Q: 3 clusters Score -1.234012e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82241 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -12340105.000000 Penalty: 5643.146484
	Iteration 34Q: 3 clusters Score -1.23401e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82240 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -12340104.000000 Penalty: 5643.146484
	Iteration 35Q: 3 clusters Score -1.23401e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82242 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -12340109.000000 Penalty: 5643.146484
	Iteration 36Q: 3 clusters Score -1.234011e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82242 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -12340095.000000 Penalty: 5643.146484
	Iteration 37Q: 3 clusters Score -1.23401e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82247 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -12340109.000000 Penalty: 5643.146484
	Iteration 38Q: 3 clusters Score -1.234011e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82249 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -12340106.000000 Penalty: 5643.146484
	Iteration 39Q: 3 clusters Score -1.234011e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82248 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -12340104.000000 Penalty: 5643.146484
	Iteration 40F: 3 clusters Score -1.23401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82251 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -12340111.000000 Penalty: 5643.146484
	Iteration 41Q: 3 clusters Score -1.234011e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82252 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -12340116.000000 Penalty: 5643.146484
	Iteration 42Q: 3 clusters Score -1.234012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82254 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -12340108.000000 Penalty: 5643.146484
	Iteration 43Q: 3 clusters Score -1.234011e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82258 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -12340091.000000 Penalty: 5643.146484
	Iteration 44Q: 3 clusters Score -1.234009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82260 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -12340090.000000 Penalty: 5643.146484
	Iteration 45Q: 3 clusters Score -1.234009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82262 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -12340098.000000 Penalty: 5643.146484
	Iteration 46Q: 3 clusters Score -1.23401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82267 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -12340104.000000 Penalty: 5643.146484
	Iteration 47Q: 3 clusters Score -1.23401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82274 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -12340107.000000 Penalty: 5643.146484
	Iteration 48Q: 3 clusters Score -1.234011e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82278 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -12340121.000000 Penalty: 5643.146484
	Iteration 49Q: 3 clusters Score -1.234012e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82282 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -12340137.000000 Penalty: 5643.146484
	Iteration 50Q: 3 clusters Score -1.234014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82284 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -12340127.000000 Penalty: 5643.146484
	Iteration 51Q: 3 clusters Score -1.234013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82285 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -12340125.000000 Penalty: 5643.146484
	Iteration 52Q: 3 clusters Score -1.234012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82287 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -12340127.000000 Penalty: 5643.146484
	Iteration 53Q: 3 clusters Score -1.234013e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82289 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -12340125.000000 Penalty: 5643.146484
	Iteration 54Q: 3 clusters Score -1.234012e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82290 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -12340128.000000 Penalty: 5643.146484
	Iteration 55Q: 3 clusters Score -1.234013e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82291 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -12340132.000000 Penalty: 5643.146484
	Iteration 56Q: 3 clusters Score -1.234013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82290 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -12340127.000000 Penalty: 5643.146484
	Iteration 57Q: 3 clusters Score -1.234013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82288 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -12340133.000000 Penalty: 5643.146484
	Iteration 58Q: 3 clusters Score -1.234013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82286 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -12340128.000000 Penalty: 5643.146484
	Iteration 59Q: 3 clusters Score -1.234013e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82285 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -12340117.000000 Penalty: 5643.146484
	Iteration 60F: 3 clusters Score -1.234012e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Entering Unmasked Estep 
Score: -2656213.000000 Penalty: 2438.812988
	Iteration 0F: 2 clusters Score -2656213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2642981.250000 Penalty: 4877.625977
	Iteration 0F: 3 clusters Score -2642981 nChanged 8207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -2647364.250000 Penalty: 4877.625977
	Iteration 1F: 3 clusters Score -2647364 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -2647711.750000 Penalty: 4877.625977
	Iteration 2F: 3 clusters Score -2647712 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -2647947.000000 Penalty: 4877.625977
	Iteration 3Q: 3 clusters Score -2647947 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2648121.000000 Penalty: 4877.625977
	Iteration 4Q: 3 clusters Score -2648121 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -2648269.250000 Penalty: 4877.625977
	Iteration 5Q: 3 clusters Score -2648269 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2648425.000000 Penalty: 4877.625977
	Iteration 6Q: 3 clusters Score -2648425 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2648564.750000 Penalty: 4877.625977
	Iteration 7Q: 3 clusters Score -2648565 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -2648701.750000 Penalty: 4877.625977
	Iteration 8Q: 3 clusters Score -2648702 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -2648866.750000 Penalty: 4877.625977
	Iteration 9Q: 3 clusters Score -2648867 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2649023.250000 Penalty: 4877.625977
	Iteration 10Q: 3 clusters Score -2649023 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2649214.500000 Penalty: 4877.625977
	Iteration 11Q: 3 clusters Score -2649214 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2649453.500000 Penalty: 4877.625977
	Iteration 12Q: 3 clusters Score -2649454 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -2649719.000000 Penalty: 4877.625977
	Iteration 13Q: 3 clusters Score -2649719 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2650043.000000 Penalty: 4877.625977
	Iteration 14Q: 3 clusters Score -2650043 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -2650390.750000 Penalty: 4877.625977
	Iteration 15Q: 3 clusters Score -2650391 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -2650794.000000 Penalty: 4877.625977
	Iteration 16Q: 3 clusters Score -2650794 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2651200.750000 Penalty: 4877.625977
	Iteration 17Q: 3 clusters Score -2651201 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -2651558.250000 Penalty: 4877.625977
	Iteration 18Q: 3 clusters Score -2651558 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -2651791.500000 Penalty: 4877.625977
	Iteration 19Q: 3 clusters Score -2651792 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -2651898.250000 Penalty: 4877.625977
	Iteration 20F: 3 clusters Score -2651898 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -2651981.250000 Penalty: 4877.625977
	Iteration 21Q: 3 clusters Score -2651981 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -2652028.750000 Penalty: 4877.625977
	Iteration 22Q: 3 clusters Score -2652029 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -2652066.750000 Penalty: 4877.625977
	Iteration 23Q: 3 clusters Score -2652067 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -2652109.000000 Penalty: 4877.625977
	Iteration 24Q: 3 clusters Score -2652109 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -2652146.500000 Penalty: 4877.625977
	Iteration 25Q: 3 clusters Score -2652146 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2652172.750000 Penalty: 4877.625977
	Iteration 26Q: 3 clusters Score -2652173 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -2652206.000000 Penalty: 4877.625977
	Iteration 27Q: 3 clusters Score -2652206 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2652239.000000 Penalty: 4877.625977
	Iteration 28Q: 3 clusters Score -2652239 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -2652275.500000 Penalty: 4877.625977
	Iteration 29Q: 3 clusters Score -2652276 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -2652304.500000 Penalty: 4877.625977
	Iteration 30Q: 3 clusters Score -2652304 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2652326.750000 Penalty: 4877.625977
	Iteration 31Q: 3 clusters Score -2652327 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -2652363.500000 Penalty: 4877.625977
	Iteration 32Q: 3 clusters Score -2652364 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -2652401.750000 Penalty: 4877.625977
	Iteration 33Q: 3 clusters Score -2652402 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -2652421.750000 Penalty: 4877.625977
	Iteration 34Q: 3 clusters Score -2652422 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -2652450.750000 Penalty: 4877.625977
	Iteration 35Q: 3 clusters Score -2652451 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -2652484.250000 Penalty: 4877.625977
	Iteration 36Q: 3 clusters Score -2652484 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -2652532.750000 Penalty: 4877.625977
	Iteration 37Q: 3 clusters Score -2652533 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -2652583.000000 Penalty: 4877.625977
	Iteration 38Q: 3 clusters Score -2652583 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -2652631.000000 Penalty: 4877.625977
	Iteration 39Q: 3 clusters Score -2652631 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2652698.250000 Penalty: 4877.625977
	Iteration 40F: 3 clusters Score -2652698 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2652747.250000 Penalty: 4877.625977
	Iteration 41Q: 3 clusters Score -2652747 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -2652782.750000 Penalty: 4877.625977
	Iteration 42Q: 3 clusters Score -2652783 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -2652817.750000 Penalty: 4877.625977
	Iteration 43Q: 3 clusters Score -2652818 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -2652860.000000 Penalty: 4877.625977
	Iteration 44Q: 3 clusters Score -2652860 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -2652901.500000 Penalty: 4877.625977
	Iteration 45Q: 3 clusters Score -2652902 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -2652939.500000 Penalty: 4877.625977
	Iteration 46Q: 3 clusters Score -2652940 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2652970.750000 Penalty: 4877.625977
	Iteration 47Q: 3 clusters Score -2652971 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -2653013.750000 Penalty: 4877.625977
	Iteration 48Q: 3 clusters Score -2653014 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -2653041.500000 Penalty: 4877.625977
	Iteration 49Q: 3 clusters Score -2653042 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -2653072.250000 Penalty: 4877.625977
	Iteration 50Q: 3 clusters Score -2653072 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -2653130.750000 Penalty: 4877.625977
	Iteration 51Q: 3 clusters Score -2653131 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -2653172.000000 Penalty: 4877.625977
	Iteration 52Q: 3 clusters Score -2653172 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -2653224.500000 Penalty: 4877.625977
	Iteration 53Q: 3 clusters Score -2653224 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -2653276.250000 Penalty: 4877.625977
	Iteration 54Q: 3 clusters Score -2653276 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2653327.000000 Penalty: 4877.625977
	Iteration 55Q: 3 clusters Score -2653327 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -2653388.250000 Penalty: 4877.625977
	Iteration 56Q: 3 clusters Score -2653388 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -2653418.250000 Penalty: 4877.625977
	Iteration 57Q: 3 clusters Score -2653418 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -2653453.250000 Penalty: 4877.625977
	Iteration 58Q: 3 clusters Score -2653453 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -2653508.250000 Penalty: 4877.625977
	Iteration 59Q: 3 clusters Score -2653508 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -2653556.000000 Penalty: 4877.625977
	Iteration 60F: 3 clusters Score -2653556 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -2653599.500000 Penalty: 4877.625977
	Iteration 61Q: 3 clusters Score -2653600 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -2653648.000000 Penalty: 4877.625977
	Iteration 62Q: 3 clusters Score -2653648 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2653681.000000 Penalty: 4877.625977
	Iteration 63Q: 3 clusters Score -2653681 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -2653720.500000 Penalty: 4877.625977
	Iteration 64Q: 3 clusters Score -2653720 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2653743.750000 Penalty: 4877.625977
	Iteration 65Q: 3 clusters Score -2653744 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -2653770.250000 Penalty: 4877.625977
	Iteration 66Q: 3 clusters Score -2653770 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -2653801.750000 Penalty: 4877.625977
	Iteration 67Q: 3 clusters Score -2653802 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -2653822.000000 Penalty: 4877.625977
	Iteration 68Q: 3 clusters Score -2653822 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -2653839.750000 Penalty: 4877.625977
	Iteration 69Q: 3 clusters Score -2653840 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -2653857.750000 Penalty: 4877.625977
	Iteration 70Q: 3 clusters Score -2653858 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -2653875.750000 Penalty: 4877.625977
	Iteration 71Q: 3 clusters Score -2653876 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -2653880.500000 Penalty: 4877.625977
	Iteration 72Q: 3 clusters Score -2653880 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -2653890.500000 Penalty: 4877.625977
	Iteration 73Q: 3 clusters Score -2653890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -2653899.250000 Penalty: 4877.625977
	Iteration 74Q: 3 clusters Score -2653899 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2653906.750000 Penalty: 4877.625977
	Iteration 75Q: 3 clusters Score -2653907 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -2653915.750000 Penalty: 4877.625977
	Iteration 76Q: 3 clusters Score -2653916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2653917.000000 Penalty: 4877.625977
	Iteration 77Q: 3 clusters Score -2653917 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -2653939.500000 Penalty: 4877.625977
	Iteration 78Q: 3 clusters Score -2653940 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -2653949.250000 Penalty: 4877.625977
	Iteration 79Q: 3 clusters Score -2653949 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2653966.750000 Penalty: 4877.625977
	Iteration 80F: 3 clusters Score -2653967 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -2653969.250000 Penalty: 4877.625977
	Iteration 81Q: 3 clusters Score -2653969 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -2653982.750000 Penalty: 4877.625977
	Iteration 82Q: 3 clusters Score -2653983 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -2653989.750000 Penalty: 4877.625977
	Iteration 83Q: 3 clusters Score -2653990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -2653996.000000 Penalty: 4877.625977
	Iteration 84Q: 3 clusters Score -2653996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2654005.750000 Penalty: 4877.625977
	Iteration 85Q: 3 clusters Score -2654006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -2654017.000000 Penalty: 4877.625977
	Iteration 86Q: 3 clusters Score -2654017 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -2654025.500000 Penalty: 4877.625977
	Iteration 87Q: 3 clusters Score -2654026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -2654032.250000 Penalty: 4877.625977
	Iteration 88Q: 3 clusters Score -2654032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -2654036.500000 Penalty: 4877.625977
	Iteration 89Q: 3 clusters Score -2654036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -2654043.250000 Penalty: 4877.625977
	Iteration 90Q: 3 clusters Score -2654043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -2654040.500000 Penalty: 4877.625977
	Iteration 91Q: 3 clusters Score -2654040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -2654044.000000 Penalty: 4877.625977
	Iteration 92Q: 3 clusters Score -2654044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -2654046.750000 Penalty: 4877.625977
	Iteration 93Q: 3 clusters Score -2654047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -2654051.250000 Penalty: 4877.625977
	Iteration 94Q: 3 clusters Score -2654051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -2654050.500000 Penalty: 4877.625977
	Iteration 95Q: 3 clusters Score -2654050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -2654051.250000 Penalty: 4877.625977
	Iteration 96Q: 3 clusters Score -2654051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -2654050.000000 Penalty: 4877.625977
	Iteration 97Q: 3 clusters Score -2654050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -2654052.500000 Penalty: 4877.625977
	Iteration 98Q: 3 clusters Score -2654052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -2654053.000000 Penalty: 4877.625977
	Iteration 99Q: 3 clusters Score -2654053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -2654053.750000 Penalty: 4877.625977
	Iteration 100F: 3 clusters Score -2654054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -2654056.250000 Penalty: 4877.625977
	Iteration 101Q: 3 clusters Score -2654056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -2654058.250000 Penalty: 4877.625977
	Iteration 102Q: 3 clusters Score -2654058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -2654053.750000 Penalty: 4877.625977
	Iteration 103Q: 3 clusters Score -2654054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -2654057.250000 Penalty: 4877.625977
	Iteration 104Q: 3 clusters Score -2654057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -2654055.500000 Penalty: 4877.625977
	Iteration 105Q: 3 clusters Score -2654056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -2654057.500000 Penalty: 4877.625977
	Iteration 106Q: 3 clusters Score -2654058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -2654061.750000 Penalty: 4877.625977
	Iteration 107Q: 3 clusters Score -2654062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -2654059.250000 Penalty: 4877.625977
	Iteration 108Q: 3 clusters Score -2654059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -2654059.000000 Penalty: 4877.625977
	Iteration 109Q: 3 clusters Score -2654059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -2654061.250000 Penalty: 4877.625977
	Iteration 110Q: 3 clusters Score -2654061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -2654062.250000 Penalty: 4877.625977
	Iteration 111Q: 3 clusters Score -2654062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -2654062.250000 Penalty: 4877.625977
	Iteration 112F: 3 clusters Score -2654062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (126390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126390 members 
Entering Unmasked Estep 
Score: -17903950.000000 Penalty: 2913.287598
	Iteration 0F: 2 clusters Score -1.790395e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63092 members 
Mstep: Class 2 contains 63298 members 
Entering Unmasked Estep 
Score: -17823474.000000 Penalty: 5826.575195
	Iteration 0F: 3 clusters Score -1.782347e+07 nChanged 59858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59960 members 
Mstep: Class 2 contains 66430 members 
Entering Unmasked Estep 
Score: -17857972.000000 Penalty: 5826.575195
	Iteration 1F: 3 clusters Score -1.785797e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58020 members 
Mstep: Class 2 contains 68370 members 
Entering Unmasked Estep 
Score: -17859106.000000 Penalty: 5826.575195
	Iteration 2Q: 3 clusters Score -1.785911e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55100 members 
Mstep: Class 2 contains 71290 members 
Entering Unmasked Estep 
Score: -17860462.000000 Penalty: 5826.575195
	Iteration 3Q: 3 clusters Score -1.786046e+07 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50864 members 
Mstep: Class 2 contains 75526 members 
Entering Unmasked Estep 
Score: -17862828.000000 Penalty: 5826.575195
	Iteration 4Q: 3 clusters Score -1.786283e+07 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45019 members 
Mstep: Class 2 contains 81371 members 
Entering Unmasked Estep 
Score: -17866196.000000 Penalty: 5826.575195
	Iteration 5F: 3 clusters Score -1.78662e+07 nChanged 8346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 89231 members 
Entering Unmasked Estep 
Score: -17871430.000000 Penalty: 5826.575195
	Iteration 6F: 3 clusters Score -1.787143e+07 nChanged 9871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 98820 members 
Entering Unmasked Estep 
Score: -17878366.000000 Penalty: 5826.575195
	Iteration 7F: 3 clusters Score -1.787837e+07 nChanged 10098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 108822 members 
Entering Unmasked Estep 
Score: -17886204.000000 Penalty: 5826.575195
	Iteration 8F: 3 clusters Score -1.78862e+07 nChanged 8090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 116892 members 
Entering Unmasked Estep 
Score: -17892972.000000 Penalty: 5826.575195
	Iteration 9F: 3 clusters Score -1.789297e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 122012 members 
Entering Unmasked Estep 
Score: -17897272.000000 Penalty: 5826.575195
	Iteration 10Q: 3 clusters Score -1.789727e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 124455 members 
Entering Unmasked Estep 
Score: -17899582.000000 Penalty: 5826.575195
	Iteration 11Q: 3 clusters Score -1.789958e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 125440 members 
Entering Unmasked Estep 
Score: -17900534.000000 Penalty: 5826.575195
	Iteration 12Q: 3 clusters Score -1.790053e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 125789 members 
Entering Unmasked Estep 
Score: -17900956.000000 Penalty: 5826.575195
	Iteration 13Q: 3 clusters Score -1.790096e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 125911 members 
Entering Unmasked Estep 
Score: -17901084.000000 Penalty: 5826.575195
	Iteration 14Q: 3 clusters Score -1.790108e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 125970 members 
Entering Unmasked Estep 
Score: -17901196.000000 Penalty: 5826.575195
	Iteration 15Q: 3 clusters Score -1.79012e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 125999 members 
Entering Unmasked Estep 
Score: -17901230.000000 Penalty: 5826.575195
	Iteration 16Q: 3 clusters Score -1.790123e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 126018 members 
Entering Unmasked Estep 
Score: -17901306.000000 Penalty: 5826.575195
	Iteration 17Q: 3 clusters Score -1.790131e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 126033 members 
Entering Unmasked Estep 
Score: -17901316.000000 Penalty: 5826.575195
	Iteration 18Q: 3 clusters Score -1.790132e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 126037 members 
Entering Unmasked Estep 
Score: -17901326.000000 Penalty: 5826.575195
	Iteration 19Q: 3 clusters Score -1.790133e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 126047 members 
Entering Unmasked Estep 
Score: -17901336.000000 Penalty: 5826.575195
	Iteration 20F: 3 clusters Score -1.790134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 126046 members 
Entering Unmasked Estep 
Score: -17901344.000000 Penalty: 5826.575195
	Iteration 21Q: 3 clusters Score -1.790134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 126046 members 
Entering Unmasked Estep 
Score: -17901372.000000 Penalty: 5826.575195
	Iteration 22Q: 3 clusters Score -1.790137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 126047 members 
Entering Unmasked Estep 
Score: -17901362.000000 Penalty: 5826.575195
	Iteration 23Q: 3 clusters Score -1.790136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 126047 members 
Entering Unmasked Estep 
Score: -17901374.000000 Penalty: 5826.575195
	Iteration 24Q: 3 clusters Score -1.790137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 126049 members 
Entering Unmasked Estep 
Score: -17901368.000000 Penalty: 5826.575195
	Iteration 25Q: 3 clusters Score -1.790137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 126047 members 
Entering Unmasked Estep 
Score: -17901368.000000 Penalty: 5826.575195
	Iteration 26Q: 3 clusters Score -1.790137e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 126047 members 
Entering Unmasked Estep 
Score: -17901368.000000 Penalty: 5826.575195
	Iteration 27F: 3 clusters Score -1.790137e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -81528.085938 Penalty: 1584.779663
	Iteration 0F: 2 clusters Score -81528.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -79903.406250 Penalty: 3169.559326
	Iteration 0F: 3 clusters Score -79903.41 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -80096.351562 Penalty: 3169.559326
	Iteration 1F: 3 clusters Score -80096.35 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -80156.296875 Penalty: 3169.559326
	Iteration 2F: 3 clusters Score -80156.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -80185.726562 Penalty: 3169.559326
	Iteration 3Q: 3 clusters Score -80185.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -80202.703125 Penalty: 3169.559326
	Iteration 4Q: 3 clusters Score -80202.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -80212.312500 Penalty: 3169.559326
	Iteration 5Q: 3 clusters Score -80212.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -80214.695312 Penalty: 3169.559326
	Iteration 6Q: 3 clusters Score -80214.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -80217.976562 Penalty: 3169.559326
	Iteration 7Q: 3 clusters Score -80217.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -80220.085938 Penalty: 3169.559326
	Iteration 8Q: 3 clusters Score -80220.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -80220.703125 Penalty: 3169.559326
	Iteration 9Q: 3 clusters Score -80220.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -80220.703125 Penalty: 3169.559326
	Iteration 10F: 3 clusters Score -80220.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Entering Unmasked Estep 
Score: -641746.062500 Penalty: 2091.423340
	Iteration 0F: 2 clusters Score -641746.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -637443.375000 Penalty: 4182.846680
	Iteration 0F: 3 clusters Score -637443.4 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -638436.125000 Penalty: 4182.846680
	Iteration 1F: 3 clusters Score -638436.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -638654.437500 Penalty: 4182.846680
	Iteration 2F: 3 clusters Score -638654.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -638781.625000 Penalty: 4182.846680
	Iteration 3Q: 3 clusters Score -638781.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -638869.500000 Penalty: 4182.846680
	Iteration 4Q: 3 clusters Score -638869.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -638933.125000 Penalty: 4182.846680
	Iteration 5Q: 3 clusters Score -638933.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -638973.562500 Penalty: 4182.846680
	Iteration 6Q: 3 clusters Score -638973.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -639003.187500 Penalty: 4182.846680
	Iteration 7Q: 3 clusters Score -639003.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -639026.562500 Penalty: 4182.846680
	Iteration 8Q: 3 clusters Score -639026.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -639051.000000 Penalty: 4182.846680
	Iteration 9Q: 3 clusters Score -639051 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -639064.437500 Penalty: 4182.846680
	Iteration 10Q: 3 clusters Score -639064.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -639074.312500 Penalty: 4182.846680
	Iteration 11Q: 3 clusters Score -639074.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -639081.750000 Penalty: 4182.846680
	Iteration 12Q: 3 clusters Score -639081.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -639089.812500 Penalty: 4182.846680
	Iteration 13Q: 3 clusters Score -639089.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -639094.500000 Penalty: 4182.846680
	Iteration 14Q: 3 clusters Score -639094.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -639096.062500 Penalty: 4182.846680
	Iteration 15Q: 3 clusters Score -639096.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -639099.437500 Penalty: 4182.846680
	Iteration 16Q: 3 clusters Score -639099.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -639099.562500 Penalty: 4182.846680
	Iteration 17Q: 3 clusters Score -639099.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -639102.000000 Penalty: 4182.846680
	Iteration 18Q: 3 clusters Score -639102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -639102.000000 Penalty: 4182.846680
	Iteration 19Q: 3 clusters Score -639102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -639101.875000 Penalty: 4182.846680
	Iteration 20F: 3 clusters Score -639101.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Entering Unmasked Estep 
Score: -282515.281250 Penalty: 1891.872314
	Iteration 0F: 2 clusters Score -282515.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -279855.906250 Penalty: 3783.744629
	Iteration 0F: 3 clusters Score -279855.9 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -280325.218750 Penalty: 3783.744629
	Iteration 1F: 3 clusters Score -280325.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -280437.187500 Penalty: 3783.744629
	Iteration 2F: 3 clusters Score -280437.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -280495.093750 Penalty: 3783.744629
	Iteration 3Q: 3 clusters Score -280495.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -280537.375000 Penalty: 3783.744629
	Iteration 4Q: 3 clusters Score -280537.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -280580.593750 Penalty: 3783.744629
	Iteration 5Q: 3 clusters Score -280580.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -280615.062500 Penalty: 3783.744629
	Iteration 6Q: 3 clusters Score -280615.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -280642.593750 Penalty: 3783.744629
	Iteration 7Q: 3 clusters Score -280642.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -280666.031250 Penalty: 3783.744629
	Iteration 8Q: 3 clusters Score -280666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -280691.125000 Penalty: 3783.744629
	Iteration 9Q: 3 clusters Score -280691.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -280715.468750 Penalty: 3783.744629
	Iteration 10Q: 3 clusters Score -280715.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -280740.500000 Penalty: 3783.744629
	Iteration 11Q: 3 clusters Score -280740.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -280765.187500 Penalty: 3783.744629
	Iteration 12Q: 3 clusters Score -280765.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -280787.687500 Penalty: 3783.744629
	Iteration 13Q: 3 clusters Score -280787.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -280802.125000 Penalty: 3783.744629
	Iteration 14Q: 3 clusters Score -280802.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -280814.125000 Penalty: 3783.744629
	Iteration 15Q: 3 clusters Score -280814.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -280819.531250 Penalty: 3783.744629
	Iteration 16Q: 3 clusters Score -280819.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -280828.468750 Penalty: 3783.744629
	Iteration 17Q: 3 clusters Score -280828.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -280836.000000 Penalty: 3783.744629
	Iteration 18Q: 3 clusters Score -280836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -280844.625000 Penalty: 3783.744629
	Iteration 19Q: 3 clusters Score -280844.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -280847.593750 Penalty: 3783.744629
	Iteration 20F: 3 clusters Score -280847.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -280851.031250 Penalty: 3783.744629
	Iteration 21Q: 3 clusters Score -280851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -280855.406250 Penalty: 3783.744629
	Iteration 22Q: 3 clusters Score -280855.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -280860.500000 Penalty: 3783.744629
	Iteration 23Q: 3 clusters Score -280860.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -280864.437500 Penalty: 3783.744629
	Iteration 24Q: 3 clusters Score -280864.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -280867.750000 Penalty: 3783.744629
	Iteration 25Q: 3 clusters Score -280867.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -280871.125000 Penalty: 3783.744629
	Iteration 26Q: 3 clusters Score -280871.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -280872.500000 Penalty: 3783.744629
	Iteration 27Q: 3 clusters Score -280872.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -280872.500000 Penalty: 3783.744629
	Iteration 28F: 3 clusters Score -280872.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (165977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165977 members 
Entering Unmasked Estep 
Score: -23133842.000000 Penalty: 2980.862061
	Iteration 0F: 2 clusters Score -2.313384e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82733 members 
Mstep: Class 2 contains 83244 members 
Entering Unmasked Estep 
Score: -23027436.000000 Penalty: 5961.724121
	Iteration 0F: 3 clusters Score -2.302744e+07 nChanged 79442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77577 members 
Mstep: Class 2 contains 88400 members 
Entering Unmasked Estep 
Score: -23073914.000000 Penalty: 5961.724121
	Iteration 1F: 3 clusters Score -2.307391e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75008 members 
Mstep: Class 2 contains 90969 members 
Entering Unmasked Estep 
Score: -23075228.000000 Penalty: 5961.724121
	Iteration 2Q: 3 clusters Score -2.307523e+07 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71243 members 
Mstep: Class 2 contains 94734 members 
Entering Unmasked Estep 
Score: -23076860.000000 Penalty: 5961.724121
	Iteration 3Q: 3 clusters Score -2.307686e+07 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65844 members 
Mstep: Class 2 contains 100133 members 
Entering Unmasked Estep 
Score: -23079666.000000 Penalty: 5961.724121
	Iteration 4Q: 3 clusters Score -2.307967e+07 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58488 members 
Mstep: Class 2 contains 107489 members 
Entering Unmasked Estep 
Score: -23084536.000000 Penalty: 5961.724121
	Iteration 5F: 3 clusters Score -2.308454e+07 nChanged 10357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49249 members 
Mstep: Class 2 contains 116728 members 
Entering Unmasked Estep 
Score: -23092088.000000 Penalty: 5961.724121
	Iteration 6F: 3 clusters Score -2.309209e+07 nChanged 11045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 126655 members 
Entering Unmasked Estep 
Score: -23101184.000000 Penalty: 5961.724121
	Iteration 7F: 3 clusters Score -2.310118e+07 nChanged 9897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 135122 members 
Entering Unmasked Estep 
Score: -23110102.000000 Penalty: 5961.724121
	Iteration 8F: 3 clusters Score -2.31101e+07 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 141232 members 
Entering Unmasked Estep 
Score: -23116420.000000 Penalty: 5961.724121
	Iteration 9Q: 3 clusters Score -2.311642e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 145453 members 
Entering Unmasked Estep 
Score: -23120240.000000 Penalty: 5961.724121
	Iteration 10Q: 3 clusters Score -2.312024e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 148718 members 
Entering Unmasked Estep 
Score: -23122668.000000 Penalty: 5961.724121
	Iteration 11Q: 3 clusters Score -2.312267e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 151513 members 
Entering Unmasked Estep 
Score: -23124512.000000 Penalty: 5961.724121
	Iteration 12Q: 3 clusters Score -2.312451e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 154029 members 
Entering Unmasked Estep 
Score: -23126502.000000 Penalty: 5961.724121
	Iteration 13Q: 3 clusters Score -2.31265e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 156228 members 
Entering Unmasked Estep 
Score: -23128060.000000 Penalty: 5961.724121
	Iteration 14Q: 3 clusters Score -2.312806e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 158138 members 
Entering Unmasked Estep 
Score: -23129110.000000 Penalty: 5961.724121
	Iteration 15Q: 3 clusters Score -2.312911e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 159732 members 
Entering Unmasked Estep 
Score: -23129878.000000 Penalty: 5961.724121
	Iteration 16Q: 3 clusters Score -2.312988e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 161033 members 
Entering Unmasked Estep 
Score: -23130386.000000 Penalty: 5961.724121
	Iteration 17Q: 3 clusters Score -2.313039e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 162045 members 
Entering Unmasked Estep 
Score: -23130764.000000 Penalty: 5961.724121
	Iteration 18Q: 3 clusters Score -2.313076e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 162807 members 
Entering Unmasked Estep 
Score: -23130968.000000 Penalty: 5961.724121
	Iteration 19Q: 3 clusters Score -2.313097e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 163340 members 
Entering Unmasked Estep 
Score: -23131044.000000 Penalty: 5961.724121
	Iteration 20F: 3 clusters Score -2.313104e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 163734 members 
Entering Unmasked Estep 
Score: -23131110.000000 Penalty: 5961.724121
	Iteration 21Q: 3 clusters Score -2.313111e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 164007 members 
Entering Unmasked Estep 
Score: -23131232.000000 Penalty: 5961.724121
	Iteration 22Q: 3 clusters Score -2.313123e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 164221 members 
Entering Unmasked Estep 
Score: -23131314.000000 Penalty: 5961.724121
	Iteration 23Q: 3 clusters Score -2.313131e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 164391 members 
Entering Unmasked Estep 
Score: -23131390.000000 Penalty: 5961.724121
	Iteration 24Q: 3 clusters Score -2.313139e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 164516 members 
Entering Unmasked Estep 
Score: -23131392.000000 Penalty: 5961.724121
	Iteration 25Q: 3 clusters Score -2.313139e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 164621 members 
Entering Unmasked Estep 
Score: -23131434.000000 Penalty: 5961.724121
	Iteration 26Q: 3 clusters Score -2.313143e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 164696 members 
Entering Unmasked Estep 
Score: -23131452.000000 Penalty: 5961.724121
	Iteration 27Q: 3 clusters Score -2.313145e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 164757 members 
Entering Unmasked Estep 
Score: -23131502.000000 Penalty: 5961.724121
	Iteration 28Q: 3 clusters Score -2.31315e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 164797 members 
Entering Unmasked Estep 
Score: -23131476.000000 Penalty: 5961.724121
	Iteration 29Q: 3 clusters Score -2.313148e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 164829 members 
Entering Unmasked Estep 
Score: -23131506.000000 Penalty: 5961.724121
	Iteration 30Q: 3 clusters Score -2.313151e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 164863 members 
Entering Unmasked Estep 
Score: -23131518.000000 Penalty: 5961.724121
	Iteration 31Q: 3 clusters Score -2.313152e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 164889 members 
Entering Unmasked Estep 
Score: -23131510.000000 Penalty: 5961.724121
	Iteration 32Q: 3 clusters Score -2.313151e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 164916 members 
Entering Unmasked Estep 
Score: -23131498.000000 Penalty: 5961.724121
	Iteration 33Q: 3 clusters Score -2.31315e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 164943 members 
Entering Unmasked Estep 
Score: -23131502.000000 Penalty: 5961.724121
	Iteration 34Q: 3 clusters Score -2.31315e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 164970 members 
Entering Unmasked Estep 
Score: -23131522.000000 Penalty: 5961.724121
	Iteration 35Q: 3 clusters Score -2.313152e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 164989 members 
Entering Unmasked Estep 
Score: -23131526.000000 Penalty: 5961.724121
	Iteration 36Q: 3 clusters Score -2.313153e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 165007 members 
Entering Unmasked Estep 
Score: -23131512.000000 Penalty: 5961.724121
	Iteration 37Q: 3 clusters Score -2.313151e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 165021 members 
Entering Unmasked Estep 
Score: -23131498.000000 Penalty: 5961.724121
	Iteration 38Q: 3 clusters Score -2.31315e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 165032 members 
Entering Unmasked Estep 
Score: -23131514.000000 Penalty: 5961.724121
	Iteration 39Q: 3 clusters Score -2.313151e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 165045 members 
Entering Unmasked Estep 
Score: -23131524.000000 Penalty: 5961.724121
	Iteration 40F: 3 clusters Score -2.313152e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 165054 members 
Entering Unmasked Estep 
Score: -23131528.000000 Penalty: 5961.724121
	Iteration 41Q: 3 clusters Score -2.313153e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 165065 members 
Entering Unmasked Estep 
Score: -23131538.000000 Penalty: 5961.724121
	Iteration 42Q: 3 clusters Score -2.313154e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 165074 members 
Entering Unmasked Estep 
Score: -23131518.000000 Penalty: 5961.724121
	Iteration 43Q: 3 clusters Score -2.313152e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 165087 members 
Entering Unmasked Estep 
Score: -23131524.000000 Penalty: 5961.724121
	Iteration 44Q: 3 clusters Score -2.313152e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 165091 members 
Entering Unmasked Estep 
Score: -23131540.000000 Penalty: 5961.724121
	Iteration 45Q: 3 clusters Score -2.313154e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 165096 members 
Entering Unmasked Estep 
Score: -23131538.000000 Penalty: 5961.724121
	Iteration 46Q: 3 clusters Score -2.313154e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 165102 members 
Entering Unmasked Estep 
Score: -23131532.000000 Penalty: 5961.724121
	Iteration 47Q: 3 clusters Score -2.313153e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 165107 members 
Entering Unmasked Estep 
Score: -23131508.000000 Penalty: 5961.724121
	Iteration 48Q: 3 clusters Score -2.313151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 165111 members 
Entering Unmasked Estep 
Score: -23131514.000000 Penalty: 5961.724121
	Iteration 49Q: 3 clusters Score -2.313151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 165112 members 
Entering Unmasked Estep 
Score: -23131512.000000 Penalty: 5961.724121
	Iteration 50Q: 3 clusters Score -2.313151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 165114 members 
Entering Unmasked Estep 
Score: -23131512.000000 Penalty: 5961.724121
	Iteration 51Q: 3 clusters Score -2.313151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 165115 members 
Entering Unmasked Estep 
Score: -23131506.000000 Penalty: 5961.724121
	Iteration 52Q: 3 clusters Score -2.313151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 165118 members 
Entering Unmasked Estep 
Score: -23131504.000000 Penalty: 5961.724121
	Iteration 53Q: 3 clusters Score -2.31315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 165121 members 
Entering Unmasked Estep 
Score: -23131492.000000 Penalty: 5961.724121
	Iteration 54Q: 3 clusters Score -2.313149e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 165122 members 
Entering Unmasked Estep 
Score: -23131496.000000 Penalty: 5961.724121
	Iteration 55Q: 3 clusters Score -2.31315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 165122 members 
Entering Unmasked Estep 
Score: -23131500.000000 Penalty: 5961.724121
	Iteration 56Q: 3 clusters Score -2.31315e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 165123 members 
Entering Unmasked Estep 
Score: -23131500.000000 Penalty: 5961.724121
	Iteration 57Q: 3 clusters Score -2.31315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 165125 members 
Entering Unmasked Estep 
Score: -23131498.000000 Penalty: 5961.724121
	Iteration 58Q: 3 clusters Score -2.31315e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 165125 members 
Entering Unmasked Estep 
Score: -23131498.000000 Penalty: 5961.724121
	Iteration 59F: 3 clusters Score -2.31315e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (65906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65906 members 
Entering Unmasked Estep 
Score: -9282024.000000 Penalty: 2751.804199
	Iteration 0F: 2 clusters Score -9282024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -9237769.000000 Penalty: 5503.608398
	Iteration 0F: 3 clusters Score -9237769 nChanged 30642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -9254738.000000 Penalty: 5503.608398
	Iteration 1F: 3 clusters Score -9254738 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 35446 members 
Entering Unmasked Estep 
Score: -9255341.000000 Penalty: 5503.608398
	Iteration 2Q: 3 clusters Score -9255341 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -9256102.000000 Penalty: 5503.608398
	Iteration 3Q: 3 clusters Score -9256102 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 39210 members 
Entering Unmasked Estep 
Score: -9257148.000000 Penalty: 5503.608398
	Iteration 4Q: 3 clusters Score -9257148 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 42356 members 
Entering Unmasked Estep 
Score: -9258833.000000 Penalty: 5503.608398
	Iteration 5F: 3 clusters Score -9258833 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 46532 members 
Entering Unmasked Estep 
Score: -9261750.000000 Penalty: 5503.608398
	Iteration 6F: 3 clusters Score -9261750 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 51837 members 
Entering Unmasked Estep 
Score: -9266121.000000 Penalty: 5503.608398
	Iteration 7F: 3 clusters Score -9266121 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 57384 members 
Entering Unmasked Estep 
Score: -9271540.000000 Penalty: 5503.608398
	Iteration 8F: 3 clusters Score -9271540 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 61741 members 
Entering Unmasked Estep 
Score: -9276066.000000 Penalty: 5503.608398
	Iteration 9F: 3 clusters Score -9276066 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 64058 members 
Entering Unmasked Estep 
Score: -9278362.000000 Penalty: 5503.608398
	Iteration 10Q: 3 clusters Score -9278362 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 64982 members 
Entering Unmasked Estep 
Score: -9279193.000000 Penalty: 5503.608398
	Iteration 11Q: 3 clusters Score -9279193 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 65289 members 
Entering Unmasked Estep 
Score: -9279477.000000 Penalty: 5503.608398
	Iteration 12Q: 3 clusters Score -9279477 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 65416 members 
Entering Unmasked Estep 
Score: -9279633.000000 Penalty: 5503.608398
	Iteration 13Q: 3 clusters Score -9279633 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 65470 members 
Entering Unmasked Estep 
Score: -9279716.000000 Penalty: 5503.608398
	Iteration 14Q: 3 clusters Score -9279716 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 65491 members 
Entering Unmasked Estep 
Score: -9279757.000000 Penalty: 5503.608398
	Iteration 15Q: 3 clusters Score -9279757 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 65506 members 
Entering Unmasked Estep 
Score: -9279777.000000 Penalty: 5503.608398
	Iteration 16Q: 3 clusters Score -9279777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 65511 members 
Entering Unmasked Estep 
Score: -9279788.000000 Penalty: 5503.608398
	Iteration 17Q: 3 clusters Score -9279788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 65512 members 
Entering Unmasked Estep 
Score: -9279789.000000 Penalty: 5503.608398
	Iteration 18Q: 3 clusters Score -9279789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 65517 members 
Entering Unmasked Estep 
Score: -9279799.000000 Penalty: 5503.608398
	Iteration 19Q: 3 clusters Score -9279799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 65520 members 
Entering Unmasked Estep 
Score: -9279807.000000 Penalty: 5503.608398
	Iteration 20F: 3 clusters Score -9279807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 65524 members 
Entering Unmasked Estep 
Score: -9279808.000000 Penalty: 5503.608398
	Iteration 21Q: 3 clusters Score -9279808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 65528 members 
Entering Unmasked Estep 
Score: -9279818.000000 Penalty: 5503.608398
	Iteration 22Q: 3 clusters Score -9279818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 65532 members 
Entering Unmasked Estep 
Score: -9279823.000000 Penalty: 5503.608398
	Iteration 23Q: 3 clusters Score -9279823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 65533 members 
Entering Unmasked Estep 
Score: -9279824.000000 Penalty: 5503.608398
	Iteration 24Q: 3 clusters Score -9279824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 65534 members 
Entering Unmasked Estep 
Score: -9279824.000000 Penalty: 5503.608398
	Iteration 25Q: 3 clusters Score -9279824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 65534 members 
Entering Unmasked Estep 
Score: -9279824.000000 Penalty: 5503.608398
	Iteration 26F: 3 clusters Score -9279824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (33452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Entering Unmasked Estep 
Score: -4736168.500000 Penalty: 2583.630859
	Iteration 0F: 2 clusters Score -4736168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -4713408.500000 Penalty: 5167.261719
	Iteration 0F: 3 clusters Score -4713408 nChanged 15048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -4721622.500000 Penalty: 5167.261719
	Iteration 1F: 3 clusters Score -4721622 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -4722296.000000 Penalty: 5167.261719
	Iteration 2Q: 3 clusters Score -4722296 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -4723197.500000 Penalty: 5167.261719
	Iteration 3Q: 3 clusters Score -4723198 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -4724318.000000 Penalty: 5167.261719
	Iteration 4F: 3 clusters Score -4724318 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -4725545.500000 Penalty: 5167.261719
	Iteration 5F: 3 clusters Score -4725546 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -4726843.500000 Penalty: 5167.261719
	Iteration 6F: 3 clusters Score -4726844 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -4728218.500000 Penalty: 5167.261719
	Iteration 7F: 3 clusters Score -4728218 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -4729601.000000 Penalty: 5167.261719
	Iteration 8F: 3 clusters Score -4729601 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -4730888.500000 Penalty: 5167.261719
	Iteration 9F: 3 clusters Score -4730888 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -4732059.500000 Penalty: 5167.261719
	Iteration 10Q: 3 clusters Score -4732060 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 28040 members 
Entering Unmasked Estep 
Score: -4733086.000000 Penalty: 5167.261719
	Iteration 11Q: 3 clusters Score -4733086 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -4733983.000000 Penalty: 5167.261719
	Iteration 12Q: 3 clusters Score -4733983 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -4734692.000000 Penalty: 5167.261719
	Iteration 13Q: 3 clusters Score -4734692 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -4735187.500000 Penalty: 5167.261719
	Iteration 14Q: 3 clusters Score -4735188 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -4735542.000000 Penalty: 5167.261719
	Iteration 15Q: 3 clusters Score -4735542 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -4735733.000000 Penalty: 5167.261719
	Iteration 16Q: 3 clusters Score -4735733 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -4735848.500000 Penalty: 5167.261719
	Iteration 17Q: 3 clusters Score -4735848 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
Score: -4735903.500000 Penalty: 5167.261719
	Iteration 18Q: 3 clusters Score -4735904 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -4735933.500000 Penalty: 5167.261719
	Iteration 19Q: 3 clusters Score -4735934 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -4735943.000000 Penalty: 5167.261719
	Iteration 20F: 3 clusters Score -4735943 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -4735948.000000 Penalty: 5167.261719
	Iteration 21Q: 3 clusters Score -4735948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -4735958.500000 Penalty: 5167.261719
	Iteration 22Q: 3 clusters Score -4735958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
Score: -4735962.500000 Penalty: 5167.261719
	Iteration 23Q: 3 clusters Score -4735962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -4735962.000000 Penalty: 5167.261719
	Iteration 24Q: 3 clusters Score -4735962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 32329 members 
Entering Unmasked Estep 
Score: -4735964.000000 Penalty: 5167.261719
	Iteration 25Q: 3 clusters Score -4735964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -4735963.500000 Penalty: 5167.261719
	Iteration 26Q: 3 clusters Score -4735964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -4735970.000000 Penalty: 5167.261719
	Iteration 27Q: 3 clusters Score -4735970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -4735977.500000 Penalty: 5167.261719
	Iteration 28Q: 3 clusters Score -4735978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -4735982.500000 Penalty: 5167.261719
	Iteration 29Q: 3 clusters Score -4735982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -4735985.000000 Penalty: 5167.261719
	Iteration 30Q: 3 clusters Score -4735985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -4735985.000000 Penalty: 5167.261719
	Iteration 31F: 3 clusters Score -4735985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Entering Unmasked Estep 
Score: -2033749.500000 Penalty: 2373.041016
	Iteration 0F: 2 clusters Score -2033750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2023291.375000 Penalty: 4746.082031
	Iteration 0F: 3 clusters Score -2023291 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2026608.375000 Penalty: 4746.082031
	Iteration 1F: 3 clusters Score -2026608 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -2027027.500000 Penalty: 4746.082031
	Iteration 2F: 3 clusters Score -2027028 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -2027359.500000 Penalty: 4746.082031
	Iteration 3F: 3 clusters Score -2027360 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -2027651.375000 Penalty: 4746.082031
	Iteration 4Q: 3 clusters Score -2027651 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -2027967.375000 Penalty: 4746.082031
	Iteration 5Q: 3 clusters Score -2027967 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -2028355.500000 Penalty: 4746.082031
	Iteration 6Q: 3 clusters Score -2028356 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -2028821.000000 Penalty: 4746.082031
	Iteration 7F: 3 clusters Score -2028821 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -2029342.500000 Penalty: 4746.082031
	Iteration 8F: 3 clusters Score -2029342 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -2029889.125000 Penalty: 4746.082031
	Iteration 9F: 3 clusters Score -2029889 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -2030429.000000 Penalty: 4746.082031
	Iteration 10Q: 3 clusters Score -2030429 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2030808.375000 Penalty: 4746.082031
	Iteration 11Q: 3 clusters Score -2030808 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2031079.250000 Penalty: 4746.082031
	Iteration 12Q: 3 clusters Score -2031079 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2031252.750000 Penalty: 4746.082031
	Iteration 13Q: 3 clusters Score -2031253 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2031383.500000 Penalty: 4746.082031
	Iteration 14Q: 3 clusters Score -2031384 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2031479.875000 Penalty: 4746.082031
	Iteration 15Q: 3 clusters Score -2031480 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2031554.875000 Penalty: 4746.082031
	Iteration 16Q: 3 clusters Score -2031555 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2031617.625000 Penalty: 4746.082031
	Iteration 17Q: 3 clusters Score -2031618 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2031653.875000 Penalty: 4746.082031
	Iteration 18Q: 3 clusters Score -2031654 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2031698.250000 Penalty: 4746.082031
	Iteration 19Q: 3 clusters Score -2031698 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2031734.375000 Penalty: 4746.082031
	Iteration 20F: 3 clusters Score -2031734 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2031761.125000 Penalty: 4746.082031
	Iteration 21Q: 3 clusters Score -2031761 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2031782.625000 Penalty: 4746.082031
	Iteration 22Q: 3 clusters Score -2031783 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2031800.375000 Penalty: 4746.082031
	Iteration 23Q: 3 clusters Score -2031800 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2031813.750000 Penalty: 4746.082031
	Iteration 24Q: 3 clusters Score -2031814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2031816.625000 Penalty: 4746.082031
	Iteration 25Q: 3 clusters Score -2031817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2031823.875000 Penalty: 4746.082031
	Iteration 26Q: 3 clusters Score -2031824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2031827.375000 Penalty: 4746.082031
	Iteration 27Q: 3 clusters Score -2031827 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2031835.875000 Penalty: 4746.082031
	Iteration 28Q: 3 clusters Score -2031836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2031843.000000 Penalty: 4746.082031
	Iteration 29Q: 3 clusters Score -2031843 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2031850.000000 Penalty: 4746.082031
	Iteration 30Q: 3 clusters Score -2031850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2031856.250000 Penalty: 4746.082031
	Iteration 31Q: 3 clusters Score -2031856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2031856.250000 Penalty: 4746.082031
	Iteration 32Q: 3 clusters Score -2031856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2031860.000000 Penalty: 4746.082031
	Iteration 33Q: 3 clusters Score -2031860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2031863.000000 Penalty: 4746.082031
	Iteration 34Q: 3 clusters Score -2031863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2031862.500000 Penalty: 4746.082031
	Iteration 35Q: 3 clusters Score -2031862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2031862.375000 Penalty: 4746.082031
	Iteration 36Q: 3 clusters Score -2031862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2031867.125000 Penalty: 4746.082031
	Iteration 37Q: 3 clusters Score -2031867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2031868.000000 Penalty: 4746.082031
	Iteration 38Q: 3 clusters Score -2031868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2031869.250000 Penalty: 4746.082031
	Iteration 39Q: 3 clusters Score -2031869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2031876.750000 Penalty: 4746.082031
	Iteration 40F: 3 clusters Score -2031877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2031878.250000 Penalty: 4746.082031
	Iteration 41Q: 3 clusters Score -2031878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2031881.375000 Penalty: 4746.082031
	Iteration 42Q: 3 clusters Score -2031881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2031883.625000 Penalty: 4746.082031
	Iteration 43Q: 3 clusters Score -2031884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2031883.125000 Penalty: 4746.082031
	Iteration 44Q: 3 clusters Score -2031883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2031882.500000 Penalty: 4746.082031
	Iteration 45Q: 3 clusters Score -2031882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2031887.625000 Penalty: 4746.082031
	Iteration 46Q: 3 clusters Score -2031888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2031890.500000 Penalty: 4746.082031
	Iteration 47Q: 3 clusters Score -2031890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2031890.125000 Penalty: 4746.082031
	Iteration 48Q: 3 clusters Score -2031890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2031893.250000 Penalty: 4746.082031
	Iteration 49Q: 3 clusters Score -2031893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2031895.750000 Penalty: 4746.082031
	Iteration 50Q: 3 clusters Score -2031896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2031892.250000 Penalty: 4746.082031
	Iteration 51Q: 3 clusters Score -2031892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2031896.125000 Penalty: 4746.082031
	Iteration 52Q: 3 clusters Score -2031896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2031893.750000 Penalty: 4746.082031
	Iteration 53Q: 3 clusters Score -2031894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2031892.750000 Penalty: 4746.082031
	Iteration 54Q: 3 clusters Score -2031893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2031890.750000 Penalty: 4746.082031
	Iteration 55Q: 3 clusters Score -2031891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2031894.375000 Penalty: 4746.082031
	Iteration 56Q: 3 clusters Score -2031894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2031896.625000 Penalty: 4746.082031
	Iteration 57Q: 3 clusters Score -2031897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2031900.375000 Penalty: 4746.082031
	Iteration 58Q: 3 clusters Score -2031900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2031904.250000 Penalty: 4746.082031
	Iteration 59Q: 3 clusters Score -2031904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2031901.875000 Penalty: 4746.082031
	Iteration 60F: 3 clusters Score -2031902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2031903.375000 Penalty: 4746.082031
	Iteration 61Q: 3 clusters Score -2031903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2031908.125000 Penalty: 4746.082031
	Iteration 62Q: 3 clusters Score -2031908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2031908.250000 Penalty: 4746.082031
	Iteration 63Q: 3 clusters Score -2031908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2031911.875000 Penalty: 4746.082031
	Iteration 64Q: 3 clusters Score -2031912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2031913.625000 Penalty: 4746.082031
	Iteration 65Q: 3 clusters Score -2031914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2031914.375000 Penalty: 4746.082031
	Iteration 66Q: 3 clusters Score -2031914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2031914.625000 Penalty: 4746.082031
	Iteration 67Q: 3 clusters Score -2031915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2031914.625000 Penalty: 4746.082031
	Iteration 68F: 3 clusters Score -2031915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (176280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176280 members 
Entering Unmasked Estep 
Score: -24844146.000000 Penalty: 2995.797607
	Iteration 0F: 2 clusters Score -2.484415e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87992 members 
Mstep: Class 2 contains 88288 members 
Entering Unmasked Estep 
Score: -24735538.000000 Penalty: 5991.595215
	Iteration 0F: 3 clusters Score -2.473554e+07 nChanged 84966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86052 members 
Mstep: Class 2 contains 90228 members 
Entering Unmasked Estep 
Score: -24784670.000000 Penalty: 5991.595215
	Iteration 1F: 3 clusters Score -2.478467e+07 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84881 members 
Mstep: Class 2 contains 91399 members 
Entering Unmasked Estep 
Score: -24785500.000000 Penalty: 5991.595215
	Iteration 2Q: 3 clusters Score -2.47855e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83079 members 
Mstep: Class 2 contains 93201 members 
Entering Unmasked Estep 
Score: -24786128.000000 Penalty: 5991.595215
	Iteration 3Q: 3 clusters Score -2.478613e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80401 members 
Mstep: Class 2 contains 95879 members 
Entering Unmasked Estep 
Score: -24787580.000000 Penalty: 5991.595215
	Iteration 4Q: 3 clusters Score -2.478758e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76250 members 
Mstep: Class 2 contains 100030 members 
Entering Unmasked Estep 
Score: -24789346.000000 Penalty: 5991.595215
	Iteration 5Q: 3 clusters Score -2.478935e+07 nChanged 7880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70082 members 
Mstep: Class 2 contains 106198 members 
Entering Unmasked Estep 
Score: -24792320.000000 Penalty: 5991.595215
	Iteration 6Q: 3 clusters Score -2.479232e+07 nChanged 9924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61352 members 
Mstep: Class 2 contains 114928 members 
Entering Unmasked Estep 
Score: -24797040.000000 Penalty: 5991.595215
	Iteration 7F: 3 clusters Score -2.479704e+07 nChanged 12129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50137 members 
Mstep: Class 2 contains 126143 members 
Entering Unmasked Estep 
Score: -24803880.000000 Penalty: 5991.595215
	Iteration 8F: 3 clusters Score -2.480388e+07 nChanged 13024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 138513 members 
Entering Unmasked Estep 
Score: -24812912.000000 Penalty: 5991.595215
	Iteration 9F: 3 clusters Score -2.481291e+07 nChanged 11352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 149297 members 
Entering Unmasked Estep 
Score: -24821438.000000 Penalty: 5991.595215
	Iteration 10F: 3 clusters Score -2.482144e+07 nChanged 8074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 156673 members 
Entering Unmasked Estep 
Score: -24830422.000000 Penalty: 5991.595215
	Iteration 11Q: 3 clusters Score -2.483042e+07 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 161497 members 
Entering Unmasked Estep 
Score: -24836536.000000 Penalty: 5991.595215
	Iteration 12Q: 3 clusters Score -2.483654e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 164725 members 
Entering Unmasked Estep 
Score: -24839652.000000 Penalty: 5991.595215
	Iteration 13Q: 3 clusters Score -2.483965e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 167079 members 
Entering Unmasked Estep 
Score: -24841148.000000 Penalty: 5991.595215
	Iteration 14Q: 3 clusters Score -2.484115e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 168928 members 
Entering Unmasked Estep 
Score: -24842066.000000 Penalty: 5991.595215
	Iteration 15Q: 3 clusters Score -2.484207e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 170417 members 
Entering Unmasked Estep 
Score: -24842438.000000 Penalty: 5991.595215
	Iteration 16Q: 3 clusters Score -2.484244e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 171580 members 
Entering Unmasked Estep 
Score: -24842572.000000 Penalty: 5991.595215
	Iteration 17Q: 3 clusters Score -2.484257e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 172484 members 
Entering Unmasked Estep 
Score: -24842600.000000 Penalty: 5991.595215
	Iteration 18Q: 3 clusters Score -2.48426e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 173170 members 
Entering Unmasked Estep 
Score: -24842552.000000 Penalty: 5991.595215
	Iteration 19Q: 3 clusters Score -2.484255e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 173715 members 
Entering Unmasked Estep 
Score: -24842484.000000 Penalty: 5991.595215
	Iteration 20F: 3 clusters Score -2.484248e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 174132 members 
Entering Unmasked Estep 
Score: -24842342.000000 Penalty: 5991.595215
	Iteration 21Q: 3 clusters Score -2.484234e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 174462 members 
Entering Unmasked Estep 
Score: -24842290.000000 Penalty: 5991.595215
	Iteration 22Q: 3 clusters Score -2.484229e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 174701 members 
Entering Unmasked Estep 
Score: -24842214.000000 Penalty: 5991.595215
	Iteration 23Q: 3 clusters Score -2.484221e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 174877 members 
Entering Unmasked Estep 
Score: -24842242.000000 Penalty: 5991.595215
	Iteration 24Q: 3 clusters Score -2.484224e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 174996 members 
Entering Unmasked Estep 
Score: -24842200.000000 Penalty: 5991.595215
	Iteration 25Q: 3 clusters Score -2.48422e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 175095 members 
Entering Unmasked Estep 
Score: -24842186.000000 Penalty: 5991.595215
	Iteration 26Q: 3 clusters Score -2.484219e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 175185 members 
Entering Unmasked Estep 
Score: -24842180.000000 Penalty: 5991.595215
	Iteration 27Q: 3 clusters Score -2.484218e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 175252 members 
Entering Unmasked Estep 
Score: -24842182.000000 Penalty: 5991.595215
	Iteration 28Q: 3 clusters Score -2.484218e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 175295 members 
Entering Unmasked Estep 
Score: -24842172.000000 Penalty: 5991.595215
	Iteration 29Q: 3 clusters Score -2.484217e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 175341 members 
Entering Unmasked Estep 
Score: -24842164.000000 Penalty: 5991.595215
	Iteration 30Q: 3 clusters Score -2.484216e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 175379 members 
Entering Unmasked Estep 
Score: -24842124.000000 Penalty: 5991.595215
	Iteration 31Q: 3 clusters Score -2.484212e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 175415 members 
Entering Unmasked Estep 
Score: -24842132.000000 Penalty: 5991.595215
	Iteration 32Q: 3 clusters Score -2.484213e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 175440 members 
Entering Unmasked Estep 
Score: -24842136.000000 Penalty: 5991.595215
	Iteration 33Q: 3 clusters Score -2.484214e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 175462 members 
Entering Unmasked Estep 
Score: -24842138.000000 Penalty: 5991.595215
	Iteration 34Q: 3 clusters Score -2.484214e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 175484 members 
Entering Unmasked Estep 
Score: -24842136.000000 Penalty: 5991.595215
	Iteration 35Q: 3 clusters Score -2.484214e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 175496 members 
Entering Unmasked Estep 
Score: -24842156.000000 Penalty: 5991.595215
	Iteration 36Q: 3 clusters Score -2.484216e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 175504 members 
Entering Unmasked Estep 
Score: -24842156.000000 Penalty: 5991.595215
	Iteration 37Q: 3 clusters Score -2.484216e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 175511 members 
Entering Unmasked Estep 
Score: -24842142.000000 Penalty: 5991.595215
	Iteration 38Q: 3 clusters Score -2.484214e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 175520 members 
Entering Unmasked Estep 
Score: -24842160.000000 Penalty: 5991.595215
	Iteration 39Q: 3 clusters Score -2.484216e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 175531 members 
Entering Unmasked Estep 
Score: -24842170.000000 Penalty: 5991.595215
	Iteration 40F: 3 clusters Score -2.484217e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 175537 members 
Entering Unmasked Estep 
Score: -24842154.000000 Penalty: 5991.595215
	Iteration 41Q: 3 clusters Score -2.484215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 175541 members 
Entering Unmasked Estep 
Score: -24842162.000000 Penalty: 5991.595215
	Iteration 42Q: 3 clusters Score -2.484216e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 175546 members 
Entering Unmasked Estep 
Score: -24842156.000000 Penalty: 5991.595215
	Iteration 43Q: 3 clusters Score -2.484216e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 175549 members 
Entering Unmasked Estep 
Score: -24842166.000000 Penalty: 5991.595215
	Iteration 44Q: 3 clusters Score -2.484217e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 175550 members 
Entering Unmasked Estep 
Score: -24842164.000000 Penalty: 5991.595215
	Iteration 45Q: 3 clusters Score -2.484216e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 175550 members 
Entering Unmasked Estep 
Score: -24842164.000000 Penalty: 5991.595215
	Iteration 46F: 3 clusters Score -2.484216e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Entering Unmasked Estep 
Score: -1646024.250000 Penalty: 2319.772461
	Iteration 0F: 2 clusters Score -1646024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1637292.000000 Penalty: 4639.544922
	Iteration 0F: 3 clusters Score -1637292 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1639858.750000 Penalty: 4639.544922
	Iteration 1F: 3 clusters Score -1639859 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1640181.750000 Penalty: 4639.544922
	Iteration 2F: 3 clusters Score -1640182 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1640448.250000 Penalty: 4639.544922
	Iteration 3Q: 3 clusters Score -1640448 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1640667.500000 Penalty: 4639.544922
	Iteration 4Q: 3 clusters Score -1640668 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1640885.125000 Penalty: 4639.544922
	Iteration 5Q: 3 clusters Score -1640885 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1641085.875000 Penalty: 4639.544922
	Iteration 6Q: 3 clusters Score -1641086 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1641290.375000 Penalty: 4639.544922
	Iteration 7Q: 3 clusters Score -1641290 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1641490.625000 Penalty: 4639.544922
	Iteration 8Q: 3 clusters Score -1641491 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1641691.625000 Penalty: 4639.544922
	Iteration 9Q: 3 clusters Score -1641692 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1641915.750000 Penalty: 4639.544922
	Iteration 10Q: 3 clusters Score -1641916 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1642102.875000 Penalty: 4639.544922
	Iteration 11Q: 3 clusters Score -1642103 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1642298.625000 Penalty: 4639.544922
	Iteration 12Q: 3 clusters Score -1642299 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1642478.125000 Penalty: 4639.544922
	Iteration 13Q: 3 clusters Score -1642478 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1642651.750000 Penalty: 4639.544922
	Iteration 14Q: 3 clusters Score -1642652 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1642814.125000 Penalty: 4639.544922
	Iteration 15Q: 3 clusters Score -1642814 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1642968.625000 Penalty: 4639.544922
	Iteration 16Q: 3 clusters Score -1642969 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1643102.375000 Penalty: 4639.544922
	Iteration 17Q: 3 clusters Score -1643102 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1643226.250000 Penalty: 4639.544922
	Iteration 18Q: 3 clusters Score -1643226 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1643338.625000 Penalty: 4639.544922
	Iteration 19Q: 3 clusters Score -1643339 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1643432.125000 Penalty: 4639.544922
	Iteration 20F: 3 clusters Score -1643432 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1643513.750000 Penalty: 4639.544922
	Iteration 21Q: 3 clusters Score -1643514 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1643567.250000 Penalty: 4639.544922
	Iteration 22Q: 3 clusters Score -1643567 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1643613.625000 Penalty: 4639.544922
	Iteration 23Q: 3 clusters Score -1643614 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1643649.500000 Penalty: 4639.544922
	Iteration 24Q: 3 clusters Score -1643650 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1643682.250000 Penalty: 4639.544922
	Iteration 25Q: 3 clusters Score -1643682 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1643715.000000 Penalty: 4639.544922
	Iteration 26Q: 3 clusters Score -1643715 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1643744.250000 Penalty: 4639.544922
	Iteration 27Q: 3 clusters Score -1643744 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1643765.875000 Penalty: 4639.544922
	Iteration 28Q: 3 clusters Score -1643766 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1643785.125000 Penalty: 4639.544922
	Iteration 29Q: 3 clusters Score -1643785 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1643804.625000 Penalty: 4639.544922
	Iteration 30Q: 3 clusters Score -1643805 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1643819.625000 Penalty: 4639.544922
	Iteration 31Q: 3 clusters Score -1643820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1643833.875000 Penalty: 4639.544922
	Iteration 32Q: 3 clusters Score -1643834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1643851.000000 Penalty: 4639.544922
	Iteration 33Q: 3 clusters Score -1643851 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1643867.250000 Penalty: 4639.544922
	Iteration 34Q: 3 clusters Score -1643867 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1643878.750000 Penalty: 4639.544922
	Iteration 35Q: 3 clusters Score -1643879 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1643890.625000 Penalty: 4639.544922
	Iteration 36Q: 3 clusters Score -1643891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1643894.500000 Penalty: 4639.544922
	Iteration 37Q: 3 clusters Score -1643894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1643901.375000 Penalty: 4639.544922
	Iteration 38Q: 3 clusters Score -1643901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1643904.125000 Penalty: 4639.544922
	Iteration 39Q: 3 clusters Score -1643904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1643909.125000 Penalty: 4639.544922
	Iteration 40F: 3 clusters Score -1643909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1643911.375000 Penalty: 4639.544922
	Iteration 41Q: 3 clusters Score -1643911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1643911.750000 Penalty: 4639.544922
	Iteration 42Q: 3 clusters Score -1643912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1643911.750000 Penalty: 4639.544922
	Iteration 43F: 3 clusters Score -1643912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Entering Unmasked Estep 
Score: -2499880.500000 Penalty: 2425.767334
	Iteration 0F: 2 clusters Score -2499880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2487231.250000 Penalty: 4851.534668
	Iteration 0F: 3 clusters Score -2487231 nChanged 7710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -2491297.000000 Penalty: 4851.534668
	Iteration 1F: 3 clusters Score -2491297 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -2491675.250000 Penalty: 4851.534668
	Iteration 2F: 3 clusters Score -2491675 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -2491987.500000 Penalty: 4851.534668
	Iteration 3Q: 3 clusters Score -2491988 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -2492337.250000 Penalty: 4851.534668
	Iteration 4Q: 3 clusters Score -2492337 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -2492735.000000 Penalty: 4851.534668
	Iteration 5Q: 3 clusters Score -2492735 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -2493256.250000 Penalty: 4851.534668
	Iteration 6Q: 3 clusters Score -2493256 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -2493871.750000 Penalty: 4851.534668
	Iteration 7F: 3 clusters Score -2493872 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -2494653.500000 Penalty: 4851.534668
	Iteration 8F: 3 clusters Score -2494654 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2495505.000000 Penalty: 4851.534668
	Iteration 9F: 3 clusters Score -2495505 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2496255.750000 Penalty: 4851.534668
	Iteration 10Q: 3 clusters Score -2496256 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2496785.750000 Penalty: 4851.534668
	Iteration 11Q: 3 clusters Score -2496786 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2497128.750000 Penalty: 4851.534668
	Iteration 12Q: 3 clusters Score -2497129 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2497360.500000 Penalty: 4851.534668
	Iteration 13Q: 3 clusters Score -2497360 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2497512.000000 Penalty: 4851.534668
	Iteration 14Q: 3 clusters Score -2497512 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2497604.000000 Penalty: 4851.534668
	Iteration 15Q: 3 clusters Score -2497604 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2497658.000000 Penalty: 4851.534668
	Iteration 16Q: 3 clusters Score -2497658 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2497704.000000 Penalty: 4851.534668
	Iteration 17Q: 3 clusters Score -2497704 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2497729.750000 Penalty: 4851.534668
	Iteration 18Q: 3 clusters Score -2497730 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2497747.500000 Penalty: 4851.534668
	Iteration 19Q: 3 clusters Score -2497748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2497762.000000 Penalty: 4851.534668
	Iteration 20F: 3 clusters Score -2497762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2497775.500000 Penalty: 4851.534668
	Iteration 21Q: 3 clusters Score -2497776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2497788.750000 Penalty: 4851.534668
	Iteration 22Q: 3 clusters Score -2497789 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2497810.000000 Penalty: 4851.534668
	Iteration 23Q: 3 clusters Score -2497810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2497821.500000 Penalty: 4851.534668
	Iteration 24Q: 3 clusters Score -2497822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2497830.000000 Penalty: 4851.534668
	Iteration 25Q: 3 clusters Score -2497830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2497836.500000 Penalty: 4851.534668
	Iteration 26Q: 3 clusters Score -2497836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2497850.000000 Penalty: 4851.534668
	Iteration 27Q: 3 clusters Score -2497850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2497859.500000 Penalty: 4851.534668
	Iteration 28Q: 3 clusters Score -2497860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2497872.750000 Penalty: 4851.534668
	Iteration 29Q: 3 clusters Score -2497873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2497880.000000 Penalty: 4851.534668
	Iteration 30Q: 3 clusters Score -2497880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2497886.250000 Penalty: 4851.534668
	Iteration 31Q: 3 clusters Score -2497886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2497891.250000 Penalty: 4851.534668
	Iteration 32Q: 3 clusters Score -2497891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2497892.500000 Penalty: 4851.534668
	Iteration 33Q: 3 clusters Score -2497892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2497898.250000 Penalty: 4851.534668
	Iteration 34Q: 3 clusters Score -2497898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2497900.500000 Penalty: 4851.534668
	Iteration 35Q: 3 clusters Score -2497900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2497900.000000 Penalty: 4851.534668
	Iteration 36Q: 3 clusters Score -2497900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2497903.750000 Penalty: 4851.534668
	Iteration 37Q: 3 clusters Score -2497904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2497904.500000 Penalty: 4851.534668
	Iteration 38Q: 3 clusters Score -2497904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2497904.500000 Penalty: 4851.534668
	Iteration 39F: 3 clusters Score -2497904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (32736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Entering Unmasked Estep 
Score: -4648035.500000 Penalty: 2578.265137
	Iteration 0F: 2 clusters Score -4648036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -4625705.000000 Penalty: 5156.530273
	Iteration 0F: 3 clusters Score -4625705 nChanged 14821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -4633747.000000 Penalty: 5156.530273
	Iteration 1F: 3 clusters Score -4633747 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -4634320.000000 Penalty: 5156.530273
	Iteration 2F: 3 clusters Score -4634320 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -4634848.500000 Penalty: 5156.530273
	Iteration 3Q: 3 clusters Score -4634848 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -4635515.500000 Penalty: 5156.530273
	Iteration 4Q: 3 clusters Score -4635516 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -4636328.500000 Penalty: 5156.530273
	Iteration 5F: 3 clusters Score -4636328 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -4637484.500000 Penalty: 5156.530273
	Iteration 6F: 3 clusters Score -4637484 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -4638997.000000 Penalty: 5156.530273
	Iteration 7F: 3 clusters Score -4638997 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -4640787.000000 Penalty: 5156.530273
	Iteration 8F: 3 clusters Score -4640787 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -4642548.500000 Penalty: 5156.530273
	Iteration 9F: 3 clusters Score -4642548 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -4643819.000000 Penalty: 5156.530273
	Iteration 10Q: 3 clusters Score -4643819 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -4644632.000000 Penalty: 5156.530273
	Iteration 11Q: 3 clusters Score -4644632 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -4645072.000000 Penalty: 5156.530273
	Iteration 12Q: 3 clusters Score -4645072 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -4645303.000000 Penalty: 5156.530273
	Iteration 13Q: 3 clusters Score -4645303 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -4645437.000000 Penalty: 5156.530273
	Iteration 14Q: 3 clusters Score -4645437 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -4645542.500000 Penalty: 5156.530273
	Iteration 15Q: 3 clusters Score -4645542 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -4645650.000000 Penalty: 5156.530273
	Iteration 16Q: 3 clusters Score -4645650 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -4645716.500000 Penalty: 5156.530273
	Iteration 17Q: 3 clusters Score -4645716 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 31231 members 
Entering Unmasked Estep 
Score: -4645763.500000 Penalty: 5156.530273
	Iteration 18Q: 3 clusters Score -4645764 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -4645795.500000 Penalty: 5156.530273
	Iteration 19Q: 3 clusters Score -4645796 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -4645837.000000 Penalty: 5156.530273
	Iteration 20F: 3 clusters Score -4645837 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -4645877.000000 Penalty: 5156.530273
	Iteration 21Q: 3 clusters Score -4645877 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -4645886.000000 Penalty: 5156.530273
	Iteration 22Q: 3 clusters Score -4645886 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -4645890.000000 Penalty: 5156.530273
	Iteration 23Q: 3 clusters Score -4645890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
Score: -4645899.500000 Penalty: 5156.530273
	Iteration 24Q: 3 clusters Score -4645900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 31538 members 
Entering Unmasked Estep 
Score: -4645910.000000 Penalty: 5156.530273
	Iteration 25Q: 3 clusters Score -4645910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -4645912.000000 Penalty: 5156.530273
	Iteration 26Q: 3 clusters Score -4645912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -4645917.000000 Penalty: 5156.530273
	Iteration 27Q: 3 clusters Score -4645917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -4645924.500000 Penalty: 5156.530273
	Iteration 28Q: 3 clusters Score -4645924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -4645921.500000 Penalty: 5156.530273
	Iteration 29Q: 3 clusters Score -4645922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -4645921.500000 Penalty: 5156.530273
	Iteration 30F: 3 clusters Score -4645922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Entering Unmasked Estep 
Score: -541954.125000 Penalty: 2052.545898
	Iteration 0F: 2 clusters Score -541954.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -538100.312500 Penalty: 4105.091797
	Iteration 0F: 3 clusters Score -538100.3 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -538917.500000 Penalty: 4105.091797
	Iteration 1F: 3 clusters Score -538917.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -539106.562500 Penalty: 4105.091797
	Iteration 2F: 3 clusters Score -539106.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -539258.625000 Penalty: 4105.091797
	Iteration 3F: 3 clusters Score -539258.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -539384.562500 Penalty: 4105.091797
	Iteration 4Q: 3 clusters Score -539384.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -539475.250000 Penalty: 4105.091797
	Iteration 5Q: 3 clusters Score -539475.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -539565.500000 Penalty: 4105.091797
	Iteration 6Q: 3 clusters Score -539565.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -539633.250000 Penalty: 4105.091797
	Iteration 7Q: 3 clusters Score -539633.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -539693.062500 Penalty: 4105.091797
	Iteration 8Q: 3 clusters Score -539693.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -539758.875000 Penalty: 4105.091797
	Iteration 9Q: 3 clusters Score -539758.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -539822.500000 Penalty: 4105.091797
	Iteration 10Q: 3 clusters Score -539822.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -539888.500000 Penalty: 4105.091797
	Iteration 11Q: 3 clusters Score -539888.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -539978.000000 Penalty: 4105.091797
	Iteration 12Q: 3 clusters Score -539978 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -540080.937500 Penalty: 4105.091797
	Iteration 13Q: 3 clusters Score -540080.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -540192.875000 Penalty: 4105.091797
	Iteration 14Q: 3 clusters Score -540192.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -540311.500000 Penalty: 4105.091797
	Iteration 15Q: 3 clusters Score -540311.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -540424.625000 Penalty: 4105.091797
	Iteration 16Q: 3 clusters Score -540424.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -540541.812500 Penalty: 4105.091797
	Iteration 17Q: 3 clusters Score -540541.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -540635.937500 Penalty: 4105.091797
	Iteration 18Q: 3 clusters Score -540635.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -540716.312500 Penalty: 4105.091797
	Iteration 19Q: 3 clusters Score -540716.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -540801.937500 Penalty: 4105.091797
	Iteration 20F: 3 clusters Score -540801.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -540877.687500 Penalty: 4105.091797
	Iteration 21Q: 3 clusters Score -540877.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -540974.937500 Penalty: 4105.091797
	Iteration 22Q: 3 clusters Score -540974.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -541049.375000 Penalty: 4105.091797
	Iteration 23Q: 3 clusters Score -541049.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -541127.500000 Penalty: 4105.091797
	Iteration 24Q: 3 clusters Score -541127.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -541193.375000 Penalty: 4105.091797
	Iteration 25Q: 3 clusters Score -541193.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -541233.000000 Penalty: 4105.091797
	Iteration 26Q: 3 clusters Score -541233 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -541261.187500 Penalty: 4105.091797
	Iteration 27Q: 3 clusters Score -541261.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -541285.812500 Penalty: 4105.091797
	Iteration 28Q: 3 clusters Score -541285.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -541306.750000 Penalty: 4105.091797
	Iteration 29Q: 3 clusters Score -541306.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -541321.562500 Penalty: 4105.091797
	Iteration 30Q: 3 clusters Score -541321.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -541335.250000 Penalty: 4105.091797
	Iteration 31Q: 3 clusters Score -541335.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -541347.500000 Penalty: 4105.091797
	Iteration 32Q: 3 clusters Score -541347.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -541361.625000 Penalty: 4105.091797
	Iteration 33Q: 3 clusters Score -541361.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -541368.687500 Penalty: 4105.091797
	Iteration 34Q: 3 clusters Score -541368.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -541374.562500 Penalty: 4105.091797
	Iteration 35Q: 3 clusters Score -541374.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -541383.875000 Penalty: 4105.091797
	Iteration 36Q: 3 clusters Score -541383.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -541393.812500 Penalty: 4105.091797
	Iteration 37Q: 3 clusters Score -541393.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -541406.812500 Penalty: 4105.091797
	Iteration 38Q: 3 clusters Score -541406.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -541418.187500 Penalty: 4105.091797
	Iteration 39Q: 3 clusters Score -541418.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -541432.375000 Penalty: 4105.091797
	Iteration 40F: 3 clusters Score -541432.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -541442.125000 Penalty: 4105.091797
	Iteration 41Q: 3 clusters Score -541442.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -541450.125000 Penalty: 4105.091797
	Iteration 42Q: 3 clusters Score -541450.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -541454.000000 Penalty: 4105.091797
	Iteration 43Q: 3 clusters Score -541454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -541456.625000 Penalty: 4105.091797
	Iteration 44Q: 3 clusters Score -541456.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -541458.187500 Penalty: 4105.091797
	Iteration 45Q: 3 clusters Score -541458.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -541461.250000 Penalty: 4105.091797
	Iteration 46Q: 3 clusters Score -541461.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -541463.500000 Penalty: 4105.091797
	Iteration 47Q: 3 clusters Score -541463.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -541465.187500 Penalty: 4105.091797
	Iteration 48Q: 3 clusters Score -541465.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -541465.562500 Penalty: 4105.091797
	Iteration 49Q: 3 clusters Score -541465.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -541468.750000 Penalty: 4105.091797
	Iteration 50Q: 3 clusters Score -541468.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -541470.812500 Penalty: 4105.091797
	Iteration 51Q: 3 clusters Score -541470.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -541472.875000 Penalty: 4105.091797
	Iteration 52Q: 3 clusters Score -541472.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -541473.250000 Penalty: 4105.091797
	Iteration 53Q: 3 clusters Score -541473.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -541474.437500 Penalty: 4105.091797
	Iteration 54Q: 3 clusters Score -541474.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -541474.562500 Penalty: 4105.091797
	Iteration 55Q: 3 clusters Score -541474.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -541474.562500 Penalty: 4105.091797
	Iteration 56F: 3 clusters Score -541474.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -51424.773438 Penalty: 1504.394897
	Iteration 0F: 2 clusters Score -51424.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -50034.289062 Penalty: 3008.789795
	Iteration 0F: 3 clusters Score -50034.29 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -50253.820312 Penalty: 3008.789795
	Iteration 1F: 3 clusters Score -50253.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -50394.445312 Penalty: 3008.789795
	Iteration 2F: 3 clusters Score -50394.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -50474.917969 Penalty: 3008.789795
	Iteration 3Q: 3 clusters Score -50474.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -50502.023438 Penalty: 3008.789795
	Iteration 4Q: 3 clusters Score -50502.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -50526.351562 Penalty: 3008.789795
	Iteration 5Q: 3 clusters Score -50526.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -50563.085938 Penalty: 3008.789795
	Iteration 6Q: 3 clusters Score -50563.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -50624.968750 Penalty: 3008.789795
	Iteration 7Q: 3 clusters Score -50624.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50691.527344 Penalty: 3008.789795
	Iteration 8Q: 3 clusters Score -50691.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -50716.535156 Penalty: 3008.789795
	Iteration 9Q: 3 clusters Score -50716.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -50741.593750 Penalty: 3008.789795
	Iteration 10Q: 3 clusters Score -50741.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -50773.468750 Penalty: 3008.789795
	Iteration 11Q: 3 clusters Score -50773.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -50802.949219 Penalty: 3008.789795
	Iteration 12Q: 3 clusters Score -50802.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -50830.066406 Penalty: 3008.789795
	Iteration 13Q: 3 clusters Score -50830.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -50832.246094 Penalty: 3008.789795
	Iteration 14Q: 3 clusters Score -50832.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -50832.246094 Penalty: 3008.789795
	Iteration 15F: 3 clusters Score -50832.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -32784.636719 Penalty: 1428.988770
	Iteration 0F: 2 clusters Score -32784.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31548.392578 Penalty: 2857.977539
	Iteration 0F: 3 clusters Score -31548.39 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -32008.792969 Penalty: 2857.977539
	Iteration 1F: 3 clusters Score -32008.79 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -32225.625000 Penalty: 2857.977539
	Iteration 2F: 3 clusters Score -32225.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -32360.324219 Penalty: 2857.977539
	Iteration 3F: 3 clusters Score -32360.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -32389.667969 Penalty: 2857.977539
	Iteration 4Q: 3 clusters Score -32389.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -32396.457031 Penalty: 2857.977539
	Iteration 5Q: 3 clusters Score -32396.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -32396.457031 Penalty: 2857.977539
	Iteration 6F: 3 clusters Score -32396.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -81107.156250 Penalty: 1589.315186
	Iteration 0F: 2 clusters Score -81107.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -79516.750000 Penalty: 3178.630371
	Iteration 0F: 3 clusters Score -79516.75 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -79717.218750 Penalty: 3178.630371
	Iteration 1F: 3 clusters Score -79717.22 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -79812.468750 Penalty: 3178.630371
	Iteration 2F: 3 clusters Score -79812.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -79874.195312 Penalty: 3178.630371
	Iteration 3Q: 3 clusters Score -79874.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -79917.390625 Penalty: 3178.630371
	Iteration 4Q: 3 clusters Score -79917.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -79931.507812 Penalty: 3178.630371
	Iteration 5Q: 3 clusters Score -79931.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -79946.218750 Penalty: 3178.630371
	Iteration 6Q: 3 clusters Score -79946.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -79953.578125 Penalty: 3178.630371
	Iteration 7Q: 3 clusters Score -79953.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -79960.125000 Penalty: 3178.630371
	Iteration 8Q: 3 clusters Score -79960.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -79962.250000 Penalty: 3178.630371
	Iteration 9Q: 3 clusters Score -79962.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -79962.250000 Penalty: 3178.630371
	Iteration 10F: 3 clusters Score -79962.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -66283.562500 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -66283.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -64731.347656 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -64731.35 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -64974.855469 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -64974.86 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -65087.757812 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -65087.76 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -65182.085938 Penalty: 3152.629395
	Iteration 3Q: 3 clusters Score -65182.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -65274.609375 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -65274.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -65424.964844 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -65424.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -65515.890625 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -65515.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -65570.929688 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -65570.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -65614.546875 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -65614.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -65651.679688 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -65651.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -65663.062500 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -65663.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -65668.367188 Penalty: 3152.629395
	Iteration 11Q: 3 clusters Score -65668.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -65674.539062 Penalty: 3152.629395
	Iteration 12Q: 3 clusters Score -65674.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -65681.648438 Penalty: 3152.629395
	Iteration 13Q: 3 clusters Score -65681.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -65687.343750 Penalty: 3152.629395
	Iteration 14Q: 3 clusters Score -65687.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -65693.414062 Penalty: 3152.629395
	Iteration 15Q: 3 clusters Score -65693.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -65695.187500 Penalty: 3152.629395
	Iteration 16Q: 3 clusters Score -65695.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -65697.585938 Penalty: 3152.629395
	Iteration 17F: 3 clusters Score -65697.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -65711.625000 Penalty: 3152.629395
	Iteration 18Q: 3 clusters Score -65711.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -65713.250000 Penalty: 3152.629395
	Iteration 19Q: 3 clusters Score -65713.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -65714.976562 Penalty: 3152.629395
	Iteration 20F: 3 clusters Score -65714.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -65718.109375 Penalty: 3152.629395
	Iteration 21Q: 3 clusters Score -65718.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -65718.109375 Penalty: 3152.629395
	Iteration 22F: 3 clusters Score -65718.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (159249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159249 members 
Entering Unmasked Estep 
Score: -22255794.000000 Penalty: 2970.599854
	Iteration 0F: 2 clusters Score -2.225579e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79614 members 
Mstep: Class 2 contains 79635 members 
Entering Unmasked Estep 
Score: -22152898.000000 Penalty: 5941.199707
	Iteration 0F: 3 clusters Score -2.21529e+07 nChanged 76169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80893 members 
Mstep: Class 2 contains 78356 members 
Entering Unmasked Estep 
Score: -22197222.000000 Penalty: 5941.199707
	Iteration 1F: 3 clusters Score -2.219722e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81377 members 
Mstep: Class 2 contains 77872 members 
Entering Unmasked Estep 
Score: -22198364.000000 Penalty: 5941.199707
	Iteration 2Q: 3 clusters Score -2.219836e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82258 members 
Mstep: Class 2 contains 76991 members 
Entering Unmasked Estep 
Score: -22199948.000000 Penalty: 5941.199707
	Iteration 3Q: 3 clusters Score -2.219995e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83602 members 
Mstep: Class 2 contains 75647 members 
Entering Unmasked Estep 
Score: -22202028.000000 Penalty: 5941.199707
	Iteration 4Q: 3 clusters Score -2.220203e+07 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85795 members 
Mstep: Class 2 contains 73454 members 
Entering Unmasked Estep 
Score: -22204754.000000 Penalty: 5941.199707
	Iteration 5Q: 3 clusters Score -2.220475e+07 nChanged 8095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89074 members 
Mstep: Class 2 contains 70175 members 
Entering Unmasked Estep 
Score: -22208870.000000 Penalty: 5941.199707
	Iteration 6F: 3 clusters Score -2.220887e+07 nChanged 9305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93435 members 
Mstep: Class 2 contains 65814 members 
Entering Unmasked Estep 
Score: -22214580.000000 Penalty: 5941.199707
	Iteration 7F: 3 clusters Score -2.221458e+07 nChanged 9749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98540 members 
Mstep: Class 2 contains 60709 members 
Entering Unmasked Estep 
Score: -22221478.000000 Penalty: 5941.199707
	Iteration 8F: 3 clusters Score -2.222148e+07 nChanged 9159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103631 members 
Mstep: Class 2 contains 55618 members 
Entering Unmasked Estep 
Score: -22227728.000000 Penalty: 5941.199707
	Iteration 9F: 3 clusters Score -2.222773e+07 nChanged 7640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108177 members 
Mstep: Class 2 contains 51072 members 
Entering Unmasked Estep 
Score: -22232172.000000 Penalty: 5941.199707
	Iteration 10Q: 3 clusters Score -2.223217e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112621 members 
Mstep: Class 2 contains 46628 members 
Entering Unmasked Estep 
Score: -22234896.000000 Penalty: 5941.199707
	Iteration 11Q: 3 clusters Score -2.22349e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116904 members 
Mstep: Class 2 contains 42345 members 
Entering Unmasked Estep 
Score: -22236476.000000 Penalty: 5941.199707
	Iteration 12Q: 3 clusters Score -2.223648e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121400 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -22237814.000000 Penalty: 5941.199707
	Iteration 13Q: 3 clusters Score -2.223781e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125891 members 
Mstep: Class 2 contains 33358 members 
Entering Unmasked Estep 
Score: -22238968.000000 Penalty: 5941.199707
	Iteration 14Q: 3 clusters Score -2.223897e+07 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130392 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -22240378.000000 Penalty: 5941.199707
	Iteration 15Q: 3 clusters Score -2.224038e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134727 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -22241788.000000 Penalty: 5941.199707
	Iteration 16Q: 3 clusters Score -2.224179e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138867 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -22243238.000000 Penalty: 5941.199707
	Iteration 17Q: 3 clusters Score -2.224324e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142617 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -22244606.000000 Penalty: 5941.199707
	Iteration 18Q: 3 clusters Score -2.224461e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146001 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -22245976.000000 Penalty: 5941.199707
	Iteration 19Q: 3 clusters Score -2.224598e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148961 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -22247322.000000 Penalty: 5941.199707
	Iteration 20F: 3 clusters Score -2.224732e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151489 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -22248454.000000 Penalty: 5941.199707
	Iteration 21Q: 3 clusters Score -2.224845e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153574 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -22249560.000000 Penalty: 5941.199707
	Iteration 22Q: 3 clusters Score -2.224956e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155161 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -22250604.000000 Penalty: 5941.199707
	Iteration 23Q: 3 clusters Score -2.22506e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156287 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -22251392.000000 Penalty: 5941.199707
	Iteration 24Q: 3 clusters Score -2.225139e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157100 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -22251964.000000 Penalty: 5941.199707
	Iteration 25Q: 3 clusters Score -2.225196e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157654 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -22252278.000000 Penalty: 5941.199707
	Iteration 26Q: 3 clusters Score -2.225228e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158012 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -22252510.000000 Penalty: 5941.199707
	Iteration 27Q: 3 clusters Score -2.225251e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158239 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -22252690.000000 Penalty: 5941.199707
	Iteration 28Q: 3 clusters Score -2.225269e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158403 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -22252900.000000 Penalty: 5941.199707
	Iteration 29Q: 3 clusters Score -2.22529e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158515 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -22252972.000000 Penalty: 5941.199707
	Iteration 30Q: 3 clusters Score -2.225297e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158586 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -22253046.000000 Penalty: 5941.199707
	Iteration 31Q: 3 clusters Score -2.225305e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158647 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -22253072.000000 Penalty: 5941.199707
	Iteration 32Q: 3 clusters Score -2.225307e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158683 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -22253126.000000 Penalty: 5941.199707
	Iteration 33Q: 3 clusters Score -2.225313e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158708 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -22253158.000000 Penalty: 5941.199707
	Iteration 34Q: 3 clusters Score -2.225316e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158724 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -22253160.000000 Penalty: 5941.199707
	Iteration 35Q: 3 clusters Score -2.225316e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158742 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -22253178.000000 Penalty: 5941.199707
	Iteration 36Q: 3 clusters Score -2.225318e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158759 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -22253224.000000 Penalty: 5941.199707
	Iteration 37Q: 3 clusters Score -2.225322e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158772 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -22253206.000000 Penalty: 5941.199707
	Iteration 38Q: 3 clusters Score -2.225321e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158782 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -22253236.000000 Penalty: 5941.199707
	Iteration 39Q: 3 clusters Score -2.225324e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158793 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -22253232.000000 Penalty: 5941.199707
	Iteration 40F: 3 clusters Score -2.225323e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158797 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -22253242.000000 Penalty: 5941.199707
	Iteration 41Q: 3 clusters Score -2.225324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158801 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -22253234.000000 Penalty: 5941.199707
	Iteration 42Q: 3 clusters Score -2.225323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158804 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -22253244.000000 Penalty: 5941.199707
	Iteration 43Q: 3 clusters Score -2.225324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158806 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -22253250.000000 Penalty: 5941.199707
	Iteration 44Q: 3 clusters Score -2.225325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158808 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -22253250.000000 Penalty: 5941.199707
	Iteration 45Q: 3 clusters Score -2.225325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158810 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -22253230.000000 Penalty: 5941.199707
	Iteration 46Q: 3 clusters Score -2.225323e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158810 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -22253230.000000 Penalty: 5941.199707
	Iteration 47F: 3 clusters Score -2.225323e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -63989.636719 Penalty: 1566.656860
	Iteration 0F: 2 clusters Score -63989.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -62486.410156 Penalty: 3133.313721
	Iteration 0F: 3 clusters Score -62486.41 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -62812.539062 Penalty: 3133.313721
	Iteration 1F: 3 clusters Score -62812.54 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -63000.101562 Penalty: 3133.313721
	Iteration 2F: 3 clusters Score -63000.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -63091.164062 Penalty: 3133.313721
	Iteration 3F: 3 clusters Score -63091.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -63159.035156 Penalty: 3133.313721
	Iteration 4Q: 3 clusters Score -63159.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -63215.625000 Penalty: 3133.313721
	Iteration 5Q: 3 clusters Score -63215.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -63282.398438 Penalty: 3133.313721
	Iteration 6Q: 3 clusters Score -63282.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -63355.121094 Penalty: 3133.313721
	Iteration 7Q: 3 clusters Score -63355.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -63502.984375 Penalty: 3133.313721
	Iteration 8Q: 3 clusters Score -63502.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -63551.359375 Penalty: 3133.313721
	Iteration 9Q: 3 clusters Score -63551.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -63576.371094 Penalty: 3133.313721
	Iteration 10Q: 3 clusters Score -63576.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -63600.351562 Penalty: 3133.313721
	Iteration 11Q: 3 clusters Score -63600.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -63611.406250 Penalty: 3133.313721
	Iteration 12Q: 3 clusters Score -63611.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -63619.843750 Penalty: 3133.313721
	Iteration 13Q: 3 clusters Score -63619.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -63630.046875 Penalty: 3133.313721
	Iteration 14Q: 3 clusters Score -63630.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -63653.609375 Penalty: 3133.313721
	Iteration 15Q: 3 clusters Score -63653.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -63692.656250 Penalty: 3133.313721
	Iteration 16Q: 3 clusters Score -63692.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -63708.988281 Penalty: 3133.313721
	Iteration 17Q: 3 clusters Score -63708.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -63723.156250 Penalty: 3133.313721
	Iteration 18Q: 3 clusters Score -63723.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -63725.878906 Penalty: 3133.313721
	Iteration 19Q: 3 clusters Score -63725.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -63725.878906 Penalty: 3133.313721
	Iteration 20F: 3 clusters Score -63725.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27672 members 
Mstep: Class 4 contains 9005 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87318 members 
Mstep: Class 7 contains 18656 members 
Mstep: Class 8 contains 126390 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 165977 members 
Mstep: Class 13 contains 65906 members 
Mstep: Class 14 contains 33452 members 
Mstep: Class 15 contains 14310 members 
Mstep: Class 16 contains 176280 members 
Mstep: Class 17 contains 11544 members 
Mstep: Class 18 contains 17700 members 
Mstep: Class 19 contains 32736 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159249 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704616.000000 Penalty: 88826.445312
Iteration 399Q: 27 clusters Score -1.327046e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27675 members 
Mstep: Class 4 contains 9005 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87308 members 
Mstep: Class 7 contains 18658 members 
Mstep: Class 8 contains 126397 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 166066 members 
Mstep: Class 13 contains 65913 members 
Mstep: Class 14 contains 33453 members 
Mstep: Class 15 contains 14310 members 
Mstep: Class 16 contains 176281 members 
Mstep: Class 17 contains 11547 members 
Mstep: Class 18 contains 17702 members 
Mstep: Class 19 contains 32735 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159145 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704728.000000 Penalty: 88826.445312
Iteration 400F: 27 clusters Score -1.327047e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27677 members 
Mstep: Class 4 contains 9003 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87305 members 
Mstep: Class 7 contains 18659 members 
Mstep: Class 8 contains 126395 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 166192 members 
Mstep: Class 13 contains 65910 members 
Mstep: Class 14 contains 33450 members 
Mstep: Class 15 contains 14308 members 
Mstep: Class 16 contains 176283 members 
Mstep: Class 17 contains 11550 members 
Mstep: Class 18 contains 17703 members 
Mstep: Class 19 contains 32732 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159028 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704600.000000 Penalty: 88826.445312
Iteration 401Q: 27 clusters Score -1.327046e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27682 members 
Mstep: Class 4 contains 9003 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87310 members 
Mstep: Class 7 contains 18660 members 
Mstep: Class 8 contains 126395 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 166266 members 
Mstep: Class 13 contains 65909 members 
Mstep: Class 14 contains 33447 members 
Mstep: Class 15 contains 14309 members 
Mstep: Class 16 contains 176283 members 
Mstep: Class 17 contains 11552 members 
Mstep: Class 18 contains 17703 members 
Mstep: Class 19 contains 32736 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 158940 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704480.000000 Penalty: 88826.445312
Iteration 402Q: 27 clusters Score -1.327045e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27681 members 
Mstep: Class 4 contains 9005 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87316 members 
Mstep: Class 7 contains 18661 members 
Mstep: Class 8 contains 126393 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 166343 members 
Mstep: Class 13 contains 65913 members 
Mstep: Class 14 contains 33445 members 
Mstep: Class 15 contains 14312 members 
Mstep: Class 16 contains 176291 members 
Mstep: Class 17 contains 11557 members 
Mstep: Class 18 contains 17703 members 
Mstep: Class 19 contains 32740 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 158835 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704768.000000 Penalty: 88826.445312
Iteration 403Q: 27 clusters Score -1.327048e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27685 members 
Mstep: Class 4 contains 9005 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87320 members 
Mstep: Class 7 contains 18661 members 
Mstep: Class 8 contains 126380 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 166427 members 
Mstep: Class 13 contains 65917 members 
Mstep: Class 14 contains 33440 members 
Mstep: Class 15 contains 14322 members 
Mstep: Class 16 contains 176297 members 
Mstep: Class 17 contains 11566 members 
Mstep: Class 18 contains 17704 members 
Mstep: Class 19 contains 32742 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 158729 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704480.000000 Penalty: 88826.445312
Iteration 404Q: 27 clusters Score -1.327045e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27681 members 
Mstep: Class 4 contains 9006 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87344 members 
Mstep: Class 7 contains 18663 members 
Mstep: Class 8 contains 126382 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 166534 members 
Mstep: Class 13 contains 65917 members 
Mstep: Class 14 contains 33442 members 
Mstep: Class 15 contains 14328 members 
Mstep: Class 16 contains 176302 members 
Mstep: Class 17 contains 11572 members 
Mstep: Class 18 contains 17706 members 
Mstep: Class 19 contains 32741 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 158577 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704512.000000 Penalty: 88826.445312
Iteration 405Q: 27 clusters Score -1.327045e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27676 members 
Mstep: Class 4 contains 9005 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87358 members 
Mstep: Class 7 contains 18663 members 
Mstep: Class 8 contains 126392 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 166692 members 
Mstep: Class 13 contains 65916 members 
Mstep: Class 14 contains 33446 members 
Mstep: Class 15 contains 14335 members 
Mstep: Class 16 contains 176293 members 
Mstep: Class 17 contains 11579 members 
Mstep: Class 18 contains 17706 members 
Mstep: Class 19 contains 32744 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 158390 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704432.000000 Penalty: 88826.445312
Iteration 406Q: 27 clusters Score -1.327044e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27681 members 
Mstep: Class 4 contains 9003 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87378 members 
Mstep: Class 7 contains 18662 members 
Mstep: Class 8 contains 126402 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 166836 members 
Mstep: Class 13 contains 65917 members 
Mstep: Class 14 contains 33452 members 
Mstep: Class 15 contains 14339 members 
Mstep: Class 16 contains 176301 members 
Mstep: Class 17 contains 11585 members 
Mstep: Class 18 contains 17705 members 
Mstep: Class 19 contains 32745 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 158189 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704368.000000 Penalty: 88826.445312
Iteration 407Q: 27 clusters Score -1.327044e+08 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27685 members 
Mstep: Class 4 contains 9006 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87397 members 
Mstep: Class 7 contains 18662 members 
Mstep: Class 8 contains 126407 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 166947 members 
Mstep: Class 13 contains 65913 members 
Mstep: Class 14 contains 33461 members 
Mstep: Class 15 contains 14343 members 
Mstep: Class 16 contains 176304 members 
Mstep: Class 17 contains 11585 members 
Mstep: Class 18 contains 17705 members 
Mstep: Class 19 contains 32749 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 158031 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704376.000000 Penalty: 88826.445312
Iteration 408Q: 27 clusters Score -1.327044e+08 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27687 members 
Mstep: Class 4 contains 9010 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87409 members 
Mstep: Class 7 contains 18666 members 
Mstep: Class 8 contains 126400 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 167047 members 
Mstep: Class 13 contains 65907 members 
Mstep: Class 14 contains 33474 members 
Mstep: Class 15 contains 14347 members 
Mstep: Class 16 contains 176306 members 
Mstep: Class 17 contains 11584 members 
Mstep: Class 18 contains 17705 members 
Mstep: Class 19 contains 32760 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 157893 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704320.000000 Penalty: 88826.445312
Iteration 409Q: 27 clusters Score -1.327043e+08 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27690 members 
Mstep: Class 4 contains 9013 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87436 members 
Mstep: Class 7 contains 18671 members 
Mstep: Class 8 contains 126404 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 167144 members 
Mstep: Class 13 contains 65894 members 
Mstep: Class 14 contains 33483 members 
Mstep: Class 15 contains 14352 members 
Mstep: Class 16 contains 176312 members 
Mstep: Class 17 contains 11582 members 
Mstep: Class 18 contains 17704 members 
Mstep: Class 19 contains 32770 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 157740 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704312.000000 Penalty: 88826.445312
Iteration 410Q: 27 clusters Score -1.327043e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27689 members 
Mstep: Class 4 contains 9014 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87458 members 
Mstep: Class 7 contains 18681 members 
Mstep: Class 8 contains 126413 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 167262 members 
Mstep: Class 13 contains 65881 members 
Mstep: Class 14 contains 33488 members 
Mstep: Class 15 contains 14356 members 
Mstep: Class 16 contains 176319 members 
Mstep: Class 17 contains 11581 members 
Mstep: Class 18 contains 17703 members 
Mstep: Class 19 contains 32778 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 157572 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704128.000000 Penalty: 88826.445312
Iteration 411Q: 27 clusters Score -1.327041e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27691 members 
Mstep: Class 4 contains 9012 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87465 members 
Mstep: Class 7 contains 18695 members 
Mstep: Class 8 contains 126421 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 167393 members 
Mstep: Class 13 contains 65866 members 
Mstep: Class 14 contains 33486 members 
Mstep: Class 15 contains 14362 members 
Mstep: Class 16 contains 176338 members 
Mstep: Class 17 contains 11583 members 
Mstep: Class 18 contains 17702 members 
Mstep: Class 19 contains 32789 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 157392 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704192.000000 Penalty: 88826.445312
Iteration 412Q: 27 clusters Score -1.327042e+08 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27695 members 
Mstep: Class 4 contains 9013 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87481 members 
Mstep: Class 7 contains 18700 members 
Mstep: Class 8 contains 126430 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 167506 members 
Mstep: Class 13 contains 65854 members 
Mstep: Class 14 contains 33481 members 
Mstep: Class 15 contains 14364 members 
Mstep: Class 16 contains 176352 members 
Mstep: Class 17 contains 11580 members 
Mstep: Class 18 contains 17702 members 
Mstep: Class 19 contains 32795 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 157242 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703984.000000 Penalty: 88826.445312
Iteration 413Q: 27 clusters Score -1.32704e+08 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27692 members 
Mstep: Class 4 contains 9017 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87492 members 
Mstep: Class 7 contains 18704 members 
Mstep: Class 8 contains 126430 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2055 members 
Mstep: Class 12 contains 167574 members 
Mstep: Class 13 contains 65844 members 
Mstep: Class 14 contains 33480 members 
Mstep: Class 15 contains 14372 members 
Mstep: Class 16 contains 176365 members 
Mstep: Class 17 contains 11585 members 
Mstep: Class 18 contains 17701 members 
Mstep: Class 19 contains 32802 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 157138 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703760.000000 Penalty: 88826.445312
Iteration 414Q: 27 clusters Score -1.327038e+08 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27691 members 
Mstep: Class 4 contains 9023 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87514 members 
Mstep: Class 7 contains 18704 members 
Mstep: Class 8 contains 126429 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2055 members 
Mstep: Class 12 contains 167619 members 
Mstep: Class 13 contains 65821 members 
Mstep: Class 14 contains 33488 members 
Mstep: Class 15 contains 14373 members 
Mstep: Class 16 contains 176373 members 
Mstep: Class 17 contains 11584 members 
Mstep: Class 18 contains 17701 members 
Mstep: Class 19 contains 32818 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 157058 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703768.000000 Penalty: 88826.445312
Iteration 415Q: 27 clusters Score -1.327038e+08 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27685 members 
Mstep: Class 4 contains 9023 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87530 members 
Mstep: Class 7 contains 18710 members 
Mstep: Class 8 contains 126437 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 167615 members 
Mstep: Class 13 contains 65798 members 
Mstep: Class 14 contains 33486 members 
Mstep: Class 15 contains 14373 members 
Mstep: Class 16 contains 176376 members 
Mstep: Class 17 contains 11592 members 
Mstep: Class 18 contains 17702 members 
Mstep: Class 19 contains 32832 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 157036 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703824.000000 Penalty: 88826.445312
Iteration 416Q: 27 clusters Score -1.327038e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27682 members 
Mstep: Class 4 contains 9029 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87577 members 
Mstep: Class 7 contains 18708 members 
Mstep: Class 8 contains 126452 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 167592 members 
Mstep: Class 13 contains 65784 members 
Mstep: Class 14 contains 33484 members 
Mstep: Class 15 contains 14377 members 
Mstep: Class 16 contains 176363 members 
Mstep: Class 17 contains 11591 members 
Mstep: Class 18 contains 17703 members 
Mstep: Class 19 contains 32853 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 156999 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703928.000000 Penalty: 88826.445312
Iteration 417Q: 27 clusters Score -1.327039e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27680 members 
Mstep: Class 4 contains 9031 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87619 members 
Mstep: Class 7 contains 18711 members 
Mstep: Class 8 contains 126454 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 167559 members 
Mstep: Class 13 contains 65779 members 
Mstep: Class 14 contains 33489 members 
Mstep: Class 15 contains 14378 members 
Mstep: Class 16 contains 176360 members 
Mstep: Class 17 contains 11595 members 
Mstep: Class 18 contains 17704 members 
Mstep: Class 19 contains 32871 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 156964 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703936.000000 Penalty: 88826.445312
Iteration 418Q: 27 clusters Score -1.327039e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27669 members 
Mstep: Class 4 contains 9035 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87663 members 
Mstep: Class 7 contains 18710 members 
Mstep: Class 8 contains 126457 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 167498 members 
Mstep: Class 13 contains 65786 members 
Mstep: Class 14 contains 33484 members 
Mstep: Class 15 contains 14373 members 
Mstep: Class 16 contains 176361 members 
Mstep: Class 17 contains 11598 members 
Mstep: Class 18 contains 17705 members 
Mstep: Class 19 contains 32885 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 156970 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703904.000000 Penalty: 88826.445312
Iteration 419Q: 27 clusters Score -1.327039e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27662 members 
Mstep: Class 4 contains 9041 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87720 members 
Mstep: Class 7 contains 18705 members 
Mstep: Class 8 contains 126461 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 167419 members 
Mstep: Class 13 contains 65797 members 
Mstep: Class 14 contains 33492 members 
Mstep: Class 15 contains 14375 members 
Mstep: Class 16 contains 176348 members 
Mstep: Class 17 contains 11601 members 
Mstep: Class 18 contains 17704 members 
Mstep: Class 19 contains 32896 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 156973 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703968.000000 Penalty: 88826.445312
Iteration 420F: 27 clusters Score -1.32704e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27659 members 
Mstep: Class 4 contains 9034 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87772 members 
Mstep: Class 7 contains 18705 members 
Mstep: Class 8 contains 126475 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 167338 members 
Mstep: Class 13 contains 65801 members 
Mstep: Class 14 contains 33493 members 
Mstep: Class 15 contains 14371 members 
Mstep: Class 16 contains 176338 members 
Mstep: Class 17 contains 11606 members 
Mstep: Class 18 contains 17704 members 
Mstep: Class 19 contains 32898 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 157000 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703992.000000 Penalty: 88826.445312
Iteration 421Q: 27 clusters Score -1.32704e+08 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27663 members 
Mstep: Class 4 contains 9032 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87812 members 
Mstep: Class 7 contains 18705 members 
Mstep: Class 8 contains 126474 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 167231 members 
Mstep: Class 13 contains 65803 members 
Mstep: Class 14 contains 33503 members 
Mstep: Class 15 contains 14370 members 
Mstep: Class 16 contains 176330 members 
Mstep: Class 17 contains 11608 members 
Mstep: Class 18 contains 17705 members 
Mstep: Class 19 contains 32901 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 157057 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704088.000000 Penalty: 88826.445312
Iteration 422Q: 27 clusters Score -1.327041e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27665 members 
Mstep: Class 4 contains 9033 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87842 members 
Mstep: Class 7 contains 18704 members 
Mstep: Class 8 contains 126472 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 167132 members 
Mstep: Class 13 contains 65796 members 
Mstep: Class 14 contains 33510 members 
Mstep: Class 15 contains 14371 members 
Mstep: Class 16 contains 176323 members 
Mstep: Class 17 contains 11607 members 
Mstep: Class 18 contains 17707 members 
Mstep: Class 19 contains 32902 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 157130 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704144.000000 Penalty: 88826.445312
Iteration 423Q: 27 clusters Score -1.327041e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27666 members 
Mstep: Class 4 contains 9032 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87868 members 
Mstep: Class 7 contains 18705 members 
Mstep: Class 8 contains 126470 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 167045 members 
Mstep: Class 13 contains 65786 members 
Mstep: Class 14 contains 33510 members 
Mstep: Class 15 contains 14374 members 
Mstep: Class 16 contains 176314 members 
Mstep: Class 17 contains 11605 members 
Mstep: Class 18 contains 17708 members 
Mstep: Class 19 contains 32901 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 157210 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704136.000000 Penalty: 88826.445312
Iteration 424Q: 27 clusters Score -1.327041e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27672 members 
Mstep: Class 4 contains 9031 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87878 members 
Mstep: Class 7 contains 18706 members 
Mstep: Class 8 contains 126466 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 166958 members 
Mstep: Class 13 contains 65770 members 
Mstep: Class 14 contains 33509 members 
Mstep: Class 15 contains 14381 members 
Mstep: Class 16 contains 176304 members 
Mstep: Class 17 contains 11605 members 
Mstep: Class 18 contains 17705 members 
Mstep: Class 19 contains 32892 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 157317 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704104.000000 Penalty: 88826.445312
Iteration 425Q: 27 clusters Score -1.327041e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27671 members 
Mstep: Class 4 contains 9032 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87877 members 
Mstep: Class 7 contains 18707 members 
Mstep: Class 8 contains 126464 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 166887 members 
Mstep: Class 13 contains 65761 members 
Mstep: Class 14 contains 33510 members 
Mstep: Class 15 contains 14388 members 
Mstep: Class 16 contains 176307 members 
Mstep: Class 17 contains 11605 members 
Mstep: Class 18 contains 17705 members 
Mstep: Class 19 contains 32882 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 157398 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704000.000000 Penalty: 88826.445312
Iteration 426Q: 27 clusters Score -1.32704e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27671 members 
Mstep: Class 4 contains 9032 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87875 members 
Mstep: Class 7 contains 18708 members 
Mstep: Class 8 contains 126465 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 166811 members 
Mstep: Class 13 contains 65754 members 
Mstep: Class 14 contains 33512 members 
Mstep: Class 15 contains 14390 members 
Mstep: Class 16 contains 176308 members 
Mstep: Class 17 contains 11605 members 
Mstep: Class 18 contains 17705 members 
Mstep: Class 19 contains 32876 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 157482 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704112.000000 Penalty: 88826.445312
Iteration 427Q: 27 clusters Score -1.327041e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27668 members 
Mstep: Class 4 contains 9034 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87874 members 
Mstep: Class 7 contains 18707 members 
Mstep: Class 8 contains 126466 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 166755 members 
Mstep: Class 13 contains 65747 members 
Mstep: Class 14 contains 33513 members 
Mstep: Class 15 contains 14391 members 
Mstep: Class 16 contains 176305 members 
Mstep: Class 17 contains 11605 members 
Mstep: Class 18 contains 17704 members 
Mstep: Class 19 contains 32867 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 157558 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704048.000000 Penalty: 88826.445312
Iteration 428Q: 27 clusters Score -1.32704e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27665 members 
Mstep: Class 4 contains 9035 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87870 members 
Mstep: Class 7 contains 18710 members 
Mstep: Class 8 contains 126459 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 166691 members 
Mstep: Class 13 contains 65745 members 
Mstep: Class 14 contains 33516 members 
Mstep: Class 15 contains 14390 members 
Mstep: Class 16 contains 176308 members 
Mstep: Class 17 contains 11605 members 
Mstep: Class 18 contains 17703 members 
Mstep: Class 19 contains 32855 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 157642 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704144.000000 Penalty: 88826.445312
Iteration 429Q: 27 clusters Score -1.327041e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27664 members 
Mstep: Class 4 contains 9035 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87874 members 
Mstep: Class 7 contains 18710 members 
Mstep: Class 8 contains 126458 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 166619 members 
Mstep: Class 13 contains 65745 members 
Mstep: Class 14 contains 33514 members 
Mstep: Class 15 contains 14391 members 
Mstep: Class 16 contains 176312 members 
Mstep: Class 17 contains 11605 members 
Mstep: Class 18 contains 17702 members 
Mstep: Class 19 contains 32850 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 157715 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704160.000000 Penalty: 88826.445312
Iteration 430Q: 27 clusters Score -1.327042e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27664 members 
Mstep: Class 4 contains 9035 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87872 members 
Mstep: Class 7 contains 18710 members 
Mstep: Class 8 contains 126459 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 166540 members 
Mstep: Class 13 contains 65742 members 
Mstep: Class 14 contains 33519 members 
Mstep: Class 15 contains 14391 members 
Mstep: Class 16 contains 176315 members 
Mstep: Class 17 contains 11604 members 
Mstep: Class 18 contains 17702 members 
Mstep: Class 19 contains 32853 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 157788 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704304.000000 Penalty: 88826.445312
Iteration 431Q: 27 clusters Score -1.327043e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27662 members 
Mstep: Class 4 contains 9037 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87866 members 
Mstep: Class 7 contains 18711 members 
Mstep: Class 8 contains 126458 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 166468 members 
Mstep: Class 13 contains 65740 members 
Mstep: Class 14 contains 33519 members 
Mstep: Class 15 contains 14390 members 
Mstep: Class 16 contains 176315 members 
Mstep: Class 17 contains 11604 members 
Mstep: Class 18 contains 17702 members 
Mstep: Class 19 contains 32856 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 157866 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704280.000000 Penalty: 88826.445312
Iteration 432Q: 27 clusters Score -1.327043e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27657 members 
Mstep: Class 4 contains 9036 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87863 members 
Mstep: Class 7 contains 18711 members 
Mstep: Class 8 contains 126456 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 166398 members 
Mstep: Class 13 contains 65743 members 
Mstep: Class 14 contains 33520 members 
Mstep: Class 15 contains 14390 members 
Mstep: Class 16 contains 176309 members 
Mstep: Class 17 contains 11604 members 
Mstep: Class 18 contains 17702 members 
Mstep: Class 19 contains 32856 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 157950 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704272.000000 Penalty: 88826.445312
Iteration 433Q: 27 clusters Score -1.327043e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27657 members 
Mstep: Class 4 contains 9036 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87863 members 
Mstep: Class 7 contains 18711 members 
Mstep: Class 8 contains 126450 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 166340 members 
Mstep: Class 13 contains 65745 members 
Mstep: Class 14 contains 33519 members 
Mstep: Class 15 contains 14391 members 
Mstep: Class 16 contains 176310 members 
Mstep: Class 17 contains 11604 members 
Mstep: Class 18 contains 17702 members 
Mstep: Class 19 contains 32855 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 158012 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704240.000000 Penalty: 88826.445312
Iteration 434Q: 27 clusters Score -1.327042e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27655 members 
Mstep: Class 4 contains 9036 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87873 members 
Mstep: Class 7 contains 18710 members 
Mstep: Class 8 contains 126448 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 166277 members 
Mstep: Class 13 contains 65749 members 
Mstep: Class 14 contains 33521 members 
Mstep: Class 15 contains 14390 members 
Mstep: Class 16 contains 176307 members 
Mstep: Class 17 contains 11604 members 
Mstep: Class 18 contains 17702 members 
Mstep: Class 19 contains 32853 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 158070 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704344.000000 Penalty: 88826.445312
Iteration 435Q: 27 clusters Score -1.327043e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27651 members 
Mstep: Class 4 contains 9036 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87877 members 
Mstep: Class 7 contains 18711 members 
Mstep: Class 8 contains 126449 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 166211 members 
Mstep: Class 13 contains 65752 members 
Mstep: Class 14 contains 33522 members 
Mstep: Class 15 contains 14389 members 
Mstep: Class 16 contains 176303 members 
Mstep: Class 17 contains 11603 members 
Mstep: Class 18 contains 17702 members 
Mstep: Class 19 contains 32853 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 158136 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704456.000000 Penalty: 88826.445312
Iteration 436Q: 27 clusters Score -1.327045e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27649 members 
Mstep: Class 4 contains 9036 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87874 members 
Mstep: Class 7 contains 18711 members 
Mstep: Class 8 contains 126450 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 166150 members 
Mstep: Class 13 contains 65752 members 
Mstep: Class 14 contains 33524 members 
Mstep: Class 15 contains 14391 members 
Mstep: Class 16 contains 176301 members 
Mstep: Class 17 contains 11603 members 
Mstep: Class 18 contains 17702 members 
Mstep: Class 19 contains 32851 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 158201 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704504.000000 Penalty: 88826.445312
Iteration 437Q: 27 clusters Score -1.327045e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27647 members 
Mstep: Class 4 contains 9035 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87880 members 
Mstep: Class 7 contains 18714 members 
Mstep: Class 8 contains 126452 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 166089 members 
Mstep: Class 13 contains 65754 members 
Mstep: Class 14 contains 33524 members 
Mstep: Class 15 contains 14392 members 
Mstep: Class 16 contains 176294 members 
Mstep: Class 17 contains 11603 members 
Mstep: Class 18 contains 17702 members 
Mstep: Class 19 contains 32848 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 158261 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704576.000000 Penalty: 88826.445312
Iteration 438Q: 27 clusters Score -1.327046e+08 nChanged 140
Entering ConstructFrom: 
Score: -132704576.000000 Penalty: 88826.445312
Entering ConstructFrom: 
Trying to split cluster 1 (291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Entering Unmasked Estep 
Score: -30608.035156 Penalty: 1406.984131
	Iteration 0F: 2 clusters Score -30608.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -29530.935547 Penalty: 2813.968262
	Iteration 0F: 3 clusters Score -29530.94 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -29676.371094 Penalty: 2813.968262
	Iteration 1F: 3 clusters Score -29676.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29783.666016 Penalty: 2813.968262
	Iteration 2F: 3 clusters Score -29783.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -29864.812500 Penalty: 2813.968262
	Iteration 3Q: 3 clusters Score -29864.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -29900.935547 Penalty: 2813.968262
	Iteration 4Q: 3 clusters Score -29900.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -29917.712891 Penalty: 2813.968262
	Iteration 5Q: 3 clusters Score -29917.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -29940.792969 Penalty: 2813.968262
	Iteration 6Q: 3 clusters Score -29940.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -29954.919922 Penalty: 2813.968262
	Iteration 7Q: 3 clusters Score -29954.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -29988.429688 Penalty: 2813.968262
	Iteration 8Q: 3 clusters Score -29988.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -30009.023438 Penalty: 2813.968262
	Iteration 9Q: 3 clusters Score -30009.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -30046.630859 Penalty: 2813.968262
	Iteration 10Q: 3 clusters Score -30046.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -30104.183594 Penalty: 2813.968262
	Iteration 11Q: 3 clusters Score -30104.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -30109.048828 Penalty: 2813.968262
	Iteration 12Q: 3 clusters Score -30109.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -30109.048828 Penalty: 2813.968262
	Iteration 13F: 3 clusters Score -30109.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -52076.812500 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -52076.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50644.460938 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -50644.46 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50817.281250 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -50817.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -50877.984375 Penalty: 3007.637451
	Iteration 2F: 3 clusters Score -50877.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -50914.984375 Penalty: 3007.637451
	Iteration 3Q: 3 clusters Score -50914.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -50928.621094 Penalty: 3007.637451
	Iteration 4Q: 3 clusters Score -50928.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -50942.402344 Penalty: 3007.637451
	Iteration 5Q: 3 clusters Score -50942.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -50953.761719 Penalty: 3007.637451
	Iteration 6Q: 3 clusters Score -50953.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -50954.414062 Penalty: 3007.637451
	Iteration 7Q: 3 clusters Score -50954.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -50954.414062 Penalty: 3007.637451
	Iteration 8F: 3 clusters Score -50954.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Entering Unmasked Estep 
Score: -3764489.000000 Penalty: 2536.381348
	Iteration 0F: 2 clusters Score -3764489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -3745367.750000 Penalty: 5072.762695
	Iteration 0F: 3 clusters Score -3745368 nChanged 12532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -3752221.750000 Penalty: 5072.762695
	Iteration 1F: 3 clusters Score -3752222 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -3753181.500000 Penalty: 5072.762695
	Iteration 2F: 3 clusters Score -3753182 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -3754700.250000 Penalty: 5072.762695
	Iteration 3F: 3 clusters Score -3754700 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -3756665.750000 Penalty: 5072.762695
	Iteration 4F: 3 clusters Score -3756666 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -3758685.750000 Penalty: 5072.762695
	Iteration 5F: 3 clusters Score -3758686 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -3760351.750000 Penalty: 5072.762695
	Iteration 6F: 3 clusters Score -3760352 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -3761615.500000 Penalty: 5072.762695
	Iteration 7F: 3 clusters Score -3761616 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -3762504.000000 Penalty: 5072.762695
	Iteration 8Q: 3 clusters Score -3762504 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -3763076.750000 Penalty: 5072.762695
	Iteration 9Q: 3 clusters Score -3763077 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -3763468.750000 Penalty: 5072.762695
	Iteration 10Q: 3 clusters Score -3763469 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -3763769.000000 Penalty: 5072.762695
	Iteration 11Q: 3 clusters Score -3763769 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -3764081.250000 Penalty: 5072.762695
	Iteration 12Q: 3 clusters Score -3764081 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -3764400.250000 Penalty: 5072.762695
	Iteration 13Q: 3 clusters Score -3764400 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -3764503.000000 Penalty: 5072.762695
	Iteration 14Q: 3 clusters Score -3764503 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -3764561.500000 Penalty: 5072.762695
	Iteration 15Q: 3 clusters Score -3764562 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -3764591.500000 Penalty: 5072.762695
	Iteration 16Q: 3 clusters Score -3764592 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -3764606.500000 Penalty: 5072.762695
	Iteration 17Q: 3 clusters Score -3764606 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -3764623.750000 Penalty: 5072.762695
	Iteration 18Q: 3 clusters Score -3764624 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -3764631.500000 Penalty: 5072.762695
	Iteration 19Q: 3 clusters Score -3764632 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -3764637.250000 Penalty: 5072.762695
	Iteration 20F: 3 clusters Score -3764637 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -3764651.750000 Penalty: 5072.762695
	Iteration 21Q: 3 clusters Score -3764652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -3764656.250000 Penalty: 5072.762695
	Iteration 22Q: 3 clusters Score -3764656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -3764662.750000 Penalty: 5072.762695
	Iteration 23Q: 3 clusters Score -3764663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -3764659.250000 Penalty: 5072.762695
	Iteration 24Q: 3 clusters Score -3764659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -3764663.750000 Penalty: 5072.762695
	Iteration 25Q: 3 clusters Score -3764664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -3764661.250000 Penalty: 5072.762695
	Iteration 26Q: 3 clusters Score -3764661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -3764657.750000 Penalty: 5072.762695
	Iteration 27Q: 3 clusters Score -3764658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -3764661.500000 Penalty: 5072.762695
	Iteration 28Q: 3 clusters Score -3764662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -3764661.500000 Penalty: 5072.762695
	Iteration 29F: 3 clusters Score -3764662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 1543 members 
Mstep: Class 4 contains 9034 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87876 members 
Mstep: Class 7 contains 18714 members 
Mstep: Class 8 contains 126454 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 166036 members 
Mstep: Class 13 contains 65752 members 
Mstep: Class 14 contains 33525 members 
Mstep: Class 15 contains 14396 members 
Mstep: Class 16 contains 176283 members 
Mstep: Class 17 contains 11603 members 
Mstep: Class 18 contains 17702 members 
Mstep: Class 19 contains 32842 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 158329 members 
Mstep: Class 26 contains 554 members 
Mstep: Class 27 contains 26106 members 
Entering Unmasked Estep 
Score: -132703768.000000 Penalty: 92242.843750
Splitting cluster 3 changes total score from -132704576.000000 to -132703768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (9034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Entering Unmasked Estep 
Score: -1213433.500000 Penalty: 2258.969971
	Iteration 0F: 2 clusters Score -1213434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1206392.125000 Penalty: 4517.939941
	Iteration 0F: 3 clusters Score -1206392 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1208605.000000 Penalty: 4517.939941
	Iteration 1F: 3 clusters Score -1208605 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1208992.375000 Penalty: 4517.939941
	Iteration 2F: 3 clusters Score -1208992 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1209337.750000 Penalty: 4517.939941
	Iteration 3F: 3 clusters Score -1209338 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1209708.625000 Penalty: 4517.939941
	Iteration 4F: 3 clusters Score -1209709 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1210086.500000 Penalty: 4517.939941
	Iteration 5F: 3 clusters Score -1210086 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1210426.125000 Penalty: 4517.939941
	Iteration 6F: 3 clusters Score -1210426 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1210709.500000 Penalty: 4517.939941
	Iteration 7F: 3 clusters Score -1210710 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1210974.000000 Penalty: 4517.939941
	Iteration 8Q: 3 clusters Score -1210974 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1211237.500000 Penalty: 4517.939941
	Iteration 9Q: 3 clusters Score -1211238 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1211508.625000 Penalty: 4517.939941
	Iteration 10Q: 3 clusters Score -1211509 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1211746.875000 Penalty: 4517.939941
	Iteration 11Q: 3 clusters Score -1211747 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1211958.000000 Penalty: 4517.939941
	Iteration 12Q: 3 clusters Score -1211958 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1212162.625000 Penalty: 4517.939941
	Iteration 13Q: 3 clusters Score -1212163 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1212308.750000 Penalty: 4517.939941
	Iteration 14Q: 3 clusters Score -1212309 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1212407.625000 Penalty: 4517.939941
	Iteration 15Q: 3 clusters Score -1212408 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1212462.375000 Penalty: 4517.939941
	Iteration 16Q: 3 clusters Score -1212462 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1212494.125000 Penalty: 4517.939941
	Iteration 17Q: 3 clusters Score -1212494 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1212524.250000 Penalty: 4517.939941
	Iteration 18Q: 3 clusters Score -1212524 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1212553.750000 Penalty: 4517.939941
	Iteration 19Q: 3 clusters Score -1212554 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1212577.875000 Penalty: 4517.939941
	Iteration 20F: 3 clusters Score -1212578 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1212609.000000 Penalty: 4517.939941
	Iteration 21Q: 3 clusters Score -1212609 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1212632.125000 Penalty: 4517.939941
	Iteration 22Q: 3 clusters Score -1212632 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1212661.375000 Penalty: 4517.939941
	Iteration 23Q: 3 clusters Score -1212661 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1212692.750000 Penalty: 4517.939941
	Iteration 24Q: 3 clusters Score -1212693 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1212710.625000 Penalty: 4517.939941
	Iteration 25Q: 3 clusters Score -1212711 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1212732.750000 Penalty: 4517.939941
	Iteration 26Q: 3 clusters Score -1212733 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1212747.000000 Penalty: 4517.939941
	Iteration 27Q: 3 clusters Score -1212747 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1212768.750000 Penalty: 4517.939941
	Iteration 28Q: 3 clusters Score -1212769 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1212787.750000 Penalty: 4517.939941
	Iteration 29Q: 3 clusters Score -1212788 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1212800.875000 Penalty: 4517.939941
	Iteration 30Q: 3 clusters Score -1212801 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1212823.875000 Penalty: 4517.939941
	Iteration 31Q: 3 clusters Score -1212824 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1212850.125000 Penalty: 4517.939941
	Iteration 32Q: 3 clusters Score -1212850 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1212875.625000 Penalty: 4517.939941
	Iteration 33Q: 3 clusters Score -1212876 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1212893.250000 Penalty: 4517.939941
	Iteration 34Q: 3 clusters Score -1212893 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1212905.375000 Penalty: 4517.939941
	Iteration 35Q: 3 clusters Score -1212905 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1212912.125000 Penalty: 4517.939941
	Iteration 36Q: 3 clusters Score -1212912 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1212925.125000 Penalty: 4517.939941
	Iteration 37Q: 3 clusters Score -1212925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1212927.000000 Penalty: 4517.939941
	Iteration 38Q: 3 clusters Score -1212927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1212934.500000 Penalty: 4517.939941
	Iteration 39Q: 3 clusters Score -1212934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1212937.625000 Penalty: 4517.939941
	Iteration 40F: 3 clusters Score -1212938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1212944.125000 Penalty: 4517.939941
	Iteration 41Q: 3 clusters Score -1212944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1212946.625000 Penalty: 4517.939941
	Iteration 42Q: 3 clusters Score -1212947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1212949.125000 Penalty: 4517.939941
	Iteration 43Q: 3 clusters Score -1212949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1212954.250000 Penalty: 4517.939941
	Iteration 44Q: 3 clusters Score -1212954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1212958.375000 Penalty: 4517.939941
	Iteration 45Q: 3 clusters Score -1212958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1212961.125000 Penalty: 4517.939941
	Iteration 46Q: 3 clusters Score -1212961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1212961.625000 Penalty: 4517.939941
	Iteration 47Q: 3 clusters Score -1212962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1212964.625000 Penalty: 4517.939941
	Iteration 48Q: 3 clusters Score -1212965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1212965.625000 Penalty: 4517.939941
	Iteration 49Q: 3 clusters Score -1212966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1212969.500000 Penalty: 4517.939941
	Iteration 50Q: 3 clusters Score -1212970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1212968.625000 Penalty: 4517.939941
	Iteration 51Q: 3 clusters Score -1212969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1212970.250000 Penalty: 4517.939941
	Iteration 52Q: 3 clusters Score -1212970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1212969.250000 Penalty: 4517.939941
	Iteration 53Q: 3 clusters Score -1212969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1212971.375000 Penalty: 4517.939941
	Iteration 54Q: 3 clusters Score -1212971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1212971.625000 Penalty: 4517.939941
	Iteration 55Q: 3 clusters Score -1212972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1212973.250000 Penalty: 4517.939941
	Iteration 56Q: 3 clusters Score -1212973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1212973.250000 Penalty: 4517.939941
	Iteration 57F: 3 clusters Score -1212973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -58316.890625 Penalty: 1522.156372
	Iteration 0F: 2 clusters Score -58316.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -56862.359375 Penalty: 3044.312744
	Iteration 0F: 3 clusters Score -56862.36 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -57018.468750 Penalty: 3044.312744
	Iteration 1F: 3 clusters Score -57018.47 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -57105.738281 Penalty: 3044.312744
	Iteration 2F: 3 clusters Score -57105.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -57158.355469 Penalty: 3044.312744
	Iteration 3Q: 3 clusters Score -57158.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -57160.425781 Penalty: 3044.312744
	Iteration 4Q: 3 clusters Score -57160.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -57160.425781 Penalty: 3044.312744
	Iteration 5F: 3 clusters Score -57160.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (87876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87876 members 
Entering Unmasked Estep 
Score: -12420762.000000 Penalty: 2823.153320
	Iteration 0F: 2 clusters Score -1.242076e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43755 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -12362342.000000 Penalty: 5646.306641
	Iteration 0F: 3 clusters Score -1.236234e+07 nChanged 41302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42573 members 
Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
Score: -12385858.000000 Penalty: 5646.306641
	Iteration 1F: 3 clusters Score -1.238586e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41610 members 
Mstep: Class 2 contains 46266 members 
Entering Unmasked Estep 
Score: -12386889.000000 Penalty: 5646.306641
	Iteration 2Q: 3 clusters Score -1.238689e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 47573 members 
Entering Unmasked Estep 
Score: -12388062.000000 Penalty: 5646.306641
	Iteration 3Q: 3 clusters Score -1.238806e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 49410 members 
Entering Unmasked Estep 
Score: -12389675.000000 Penalty: 5646.306641
	Iteration 4Q: 3 clusters Score -1.238968e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 51877 members 
Entering Unmasked Estep 
Score: -12391818.000000 Penalty: 5646.306641
	Iteration 5Q: 3 clusters Score -1.239182e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 55120 members 
Entering Unmasked Estep 
Score: -12394903.000000 Penalty: 5646.306641
	Iteration 6F: 3 clusters Score -1.23949e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 58789 members 
Entering Unmasked Estep 
Score: -12398755.000000 Penalty: 5646.306641
	Iteration 7F: 3 clusters Score -1.239876e+07 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 62565 members 
Entering Unmasked Estep 
Score: -12402883.000000 Penalty: 5646.306641
	Iteration 8F: 3 clusters Score -1.240288e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 65916 members 
Entering Unmasked Estep 
Score: -12406399.000000 Penalty: 5646.306641
	Iteration 9F: 3 clusters Score -1.24064e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 68679 members 
Entering Unmasked Estep 
Score: -12408749.000000 Penalty: 5646.306641
	Iteration 10Q: 3 clusters Score -1.240875e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 71003 members 
Entering Unmasked Estep 
Score: -12410360.000000 Penalty: 5646.306641
	Iteration 11Q: 3 clusters Score -1.241036e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 73015 members 
Entering Unmasked Estep 
Score: -12411401.000000 Penalty: 5646.306641
	Iteration 12Q: 3 clusters Score -1.24114e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 74738 members 
Entering Unmasked Estep 
Score: -12412269.000000 Penalty: 5646.306641
	Iteration 13Q: 3 clusters Score -1.241227e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 76374 members 
Entering Unmasked Estep 
Score: -12412989.000000 Penalty: 5646.306641
	Iteration 14Q: 3 clusters Score -1.241299e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 77962 members 
Entering Unmasked Estep 
Score: -12413738.000000 Penalty: 5646.306641
	Iteration 15Q: 3 clusters Score -1.241374e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 79400 members 
Entering Unmasked Estep 
Score: -12414418.000000 Penalty: 5646.306641
	Iteration 16Q: 3 clusters Score -1.241442e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 80690 members 
Entering Unmasked Estep 
Score: -12415001.000000 Penalty: 5646.306641
	Iteration 17Q: 3 clusters Score -1.2415e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 81822 members 
Entering Unmasked Estep 
Score: -12415563.000000 Penalty: 5646.306641
	Iteration 18Q: 3 clusters Score -1.241556e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 82800 members 
Entering Unmasked Estep 
Score: -12415978.000000 Penalty: 5646.306641
	Iteration 19Q: 3 clusters Score -1.241598e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 83634 members 
Entering Unmasked Estep 
Score: -12416382.000000 Penalty: 5646.306641
	Iteration 20F: 3 clusters Score -1.241638e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 84356 members 
Entering Unmasked Estep 
Score: -12416732.000000 Penalty: 5646.306641
	Iteration 21Q: 3 clusters Score -1.241673e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 84966 members 
Entering Unmasked Estep 
Score: -12417075.000000 Penalty: 5646.306641
	Iteration 22Q: 3 clusters Score -1.241708e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 85440 members 
Entering Unmasked Estep 
Score: -12417371.000000 Penalty: 5646.306641
	Iteration 23Q: 3 clusters Score -1.241737e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 85820 members 
Entering Unmasked Estep 
Score: -12417541.000000 Penalty: 5646.306641
	Iteration 24Q: 3 clusters Score -1.241754e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 86106 members 
Entering Unmasked Estep 
Score: -12417741.000000 Penalty: 5646.306641
	Iteration 25Q: 3 clusters Score -1.241774e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 86320 members 
Entering Unmasked Estep 
Score: -12417848.000000 Penalty: 5646.306641
	Iteration 26Q: 3 clusters Score -1.241785e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 86496 members 
Entering Unmasked Estep 
Score: -12417975.000000 Penalty: 5646.306641
	Iteration 27Q: 3 clusters Score -1.241798e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 86617 members 
Entering Unmasked Estep 
Score: -12418082.000000 Penalty: 5646.306641
	Iteration 28Q: 3 clusters Score -1.241808e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 86734 members 
Entering Unmasked Estep 
Score: -12418149.000000 Penalty: 5646.306641
	Iteration 29Q: 3 clusters Score -1.241815e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 86832 members 
Entering Unmasked Estep 
Score: -12418205.000000 Penalty: 5646.306641
	Iteration 30Q: 3 clusters Score -1.24182e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 86891 members 
Entering Unmasked Estep 
Score: -12418243.000000 Penalty: 5646.306641
	Iteration 31Q: 3 clusters Score -1.241824e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 86937 members 
Entering Unmasked Estep 
Score: -12418267.000000 Penalty: 5646.306641
	Iteration 32Q: 3 clusters Score -1.241827e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 86970 members 
Entering Unmasked Estep 
Score: -12418292.000000 Penalty: 5646.306641
	Iteration 33Q: 3 clusters Score -1.241829e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 86998 members 
Entering Unmasked Estep 
Score: -12418313.000000 Penalty: 5646.306641
	Iteration 34Q: 3 clusters Score -1.241831e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 87023 members 
Entering Unmasked Estep 
Score: -12418327.000000 Penalty: 5646.306641
	Iteration 35Q: 3 clusters Score -1.241833e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 87037 members 
Entering Unmasked Estep 
Score: -12418323.000000 Penalty: 5646.306641
	Iteration 36Q: 3 clusters Score -1.241832e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 87057 members 
Entering Unmasked Estep 
Score: -12418340.000000 Penalty: 5646.306641
	Iteration 37Q: 3 clusters Score -1.241834e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 87069 members 
Entering Unmasked Estep 
Score: -12418357.000000 Penalty: 5646.306641
	Iteration 38Q: 3 clusters Score -1.241836e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 87081 members 
Entering Unmasked Estep 
Score: -12418345.000000 Penalty: 5646.306641
	Iteration 39Q: 3 clusters Score -1.241834e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 87091 members 
Entering Unmasked Estep 
Score: -12418353.000000 Penalty: 5646.306641
	Iteration 40F: 3 clusters Score -1.241835e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 87097 members 
Entering Unmasked Estep 
Score: -12418350.000000 Penalty: 5646.306641
	Iteration 41Q: 3 clusters Score -1.241835e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 87102 members 
Entering Unmasked Estep 
Score: -12418350.000000 Penalty: 5646.306641
	Iteration 42Q: 3 clusters Score -1.241835e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 87107 members 
Entering Unmasked Estep 
Score: -12418370.000000 Penalty: 5646.306641
	Iteration 43Q: 3 clusters Score -1.241837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 87111 members 
Entering Unmasked Estep 
Score: -12418373.000000 Penalty: 5646.306641
	Iteration 44Q: 3 clusters Score -1.241837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 87114 members 
Entering Unmasked Estep 
Score: -12418374.000000 Penalty: 5646.306641
	Iteration 45Q: 3 clusters Score -1.241837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 87116 members 
Entering Unmasked Estep 
Score: -12418371.000000 Penalty: 5646.306641
	Iteration 46Q: 3 clusters Score -1.241837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 87117 members 
Entering Unmasked Estep 
Score: -12418377.000000 Penalty: 5646.306641
	Iteration 47Q: 3 clusters Score -1.241838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 87119 members 
Entering Unmasked Estep 
Score: -12418366.000000 Penalty: 5646.306641
	Iteration 48Q: 3 clusters Score -1.241837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 87120 members 
Entering Unmasked Estep 
Score: -12418365.000000 Penalty: 5646.306641
	Iteration 49Q: 3 clusters Score -1.241836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 87121 members 
Entering Unmasked Estep 
Score: -12418376.000000 Penalty: 5646.306641
	Iteration 50Q: 3 clusters Score -1.241838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 87122 members 
Entering Unmasked Estep 
Score: -12418379.000000 Penalty: 5646.306641
	Iteration 51Q: 3 clusters Score -1.241838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 87124 members 
Entering Unmasked Estep 
Score: -12418375.000000 Penalty: 5646.306641
	Iteration 52Q: 3 clusters Score -1.241838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 87129 members 
Entering Unmasked Estep 
Score: -12418377.000000 Penalty: 5646.306641
	Iteration 53Q: 3 clusters Score -1.241838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 87134 members 
Entering Unmasked Estep 
Score: -12418380.000000 Penalty: 5646.306641
	Iteration 54Q: 3 clusters Score -1.241838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 87134 members 
Entering Unmasked Estep 
Score: -12418377.000000 Penalty: 5646.306641
	Iteration 55Q: 3 clusters Score -1.241838e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 87134 members 
Entering Unmasked Estep 
Score: -12418377.000000 Penalty: 5646.306641
	Iteration 56F: 3 clusters Score -1.241838e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Entering Unmasked Estep 
Score: -2664554.250000 Penalty: 2439.582764
	Iteration 0F: 2 clusters Score -2664554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2651324.500000 Penalty: 4879.165527
	Iteration 0F: 3 clusters Score -2651324 nChanged 8207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2655687.750000 Penalty: 4879.165527
	Iteration 1F: 3 clusters Score -2655688 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2656078.250000 Penalty: 4879.165527
	Iteration 2F: 3 clusters Score -2656078 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2656397.250000 Penalty: 4879.165527
	Iteration 3Q: 3 clusters Score -2656397 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -2656708.000000 Penalty: 4879.165527
	Iteration 4Q: 3 clusters Score -2656708 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -2657014.500000 Penalty: 4879.165527
	Iteration 5Q: 3 clusters Score -2657014 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -2657397.750000 Penalty: 4879.165527
	Iteration 6Q: 3 clusters Score -2657398 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -2657842.750000 Penalty: 4879.165527
	Iteration 7Q: 3 clusters Score -2657843 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -2658435.000000 Penalty: 4879.165527
	Iteration 8F: 3 clusters Score -2658435 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -2659087.000000 Penalty: 4879.165527
	Iteration 9F: 3 clusters Score -2659087 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -2659786.750000 Penalty: 4879.165527
	Iteration 10F: 3 clusters Score -2659787 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -2660462.000000 Penalty: 4879.165527
	Iteration 11Q: 3 clusters Score -2660462 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2661028.250000 Penalty: 4879.165527
	Iteration 12Q: 3 clusters Score -2661028 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2661422.500000 Penalty: 4879.165527
	Iteration 13Q: 3 clusters Score -2661422 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2661732.000000 Penalty: 4879.165527
	Iteration 14Q: 3 clusters Score -2661732 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2661967.500000 Penalty: 4879.165527
	Iteration 15Q: 3 clusters Score -2661968 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2662115.750000 Penalty: 4879.165527
	Iteration 16Q: 3 clusters Score -2662116 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2662225.000000 Penalty: 4879.165527
	Iteration 17Q: 3 clusters Score -2662225 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2662271.000000 Penalty: 4879.165527
	Iteration 18Q: 3 clusters Score -2662271 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2662317.750000 Penalty: 4879.165527
	Iteration 19Q: 3 clusters Score -2662318 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2662345.250000 Penalty: 4879.165527
	Iteration 20F: 3 clusters Score -2662345 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2662371.000000 Penalty: 4879.165527
	Iteration 21Q: 3 clusters Score -2662371 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2662399.500000 Penalty: 4879.165527
	Iteration 22Q: 3 clusters Score -2662400 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2662430.000000 Penalty: 4879.165527
	Iteration 23Q: 3 clusters Score -2662430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2662448.000000 Penalty: 4879.165527
	Iteration 24Q: 3 clusters Score -2662448 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2662457.000000 Penalty: 4879.165527
	Iteration 25Q: 3 clusters Score -2662457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2662465.750000 Penalty: 4879.165527
	Iteration 26Q: 3 clusters Score -2662466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2662476.250000 Penalty: 4879.165527
	Iteration 27Q: 3 clusters Score -2662476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2662480.750000 Penalty: 4879.165527
	Iteration 28Q: 3 clusters Score -2662481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2662488.250000 Penalty: 4879.165527
	Iteration 29Q: 3 clusters Score -2662488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2662492.000000 Penalty: 4879.165527
	Iteration 30Q: 3 clusters Score -2662492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2662500.000000 Penalty: 4879.165527
	Iteration 31Q: 3 clusters Score -2662500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2662499.750000 Penalty: 4879.165527
	Iteration 32Q: 3 clusters Score -2662500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2662504.500000 Penalty: 4879.165527
	Iteration 33Q: 3 clusters Score -2662504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2662510.500000 Penalty: 4879.165527
	Iteration 34Q: 3 clusters Score -2662510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2662509.750000 Penalty: 4879.165527
	Iteration 35Q: 3 clusters Score -2662510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2662513.250000 Penalty: 4879.165527
	Iteration 36Q: 3 clusters Score -2662513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2662517.750000 Penalty: 4879.165527
	Iteration 37Q: 3 clusters Score -2662518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2662519.500000 Penalty: 4879.165527
	Iteration 38Q: 3 clusters Score -2662520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2662517.500000 Penalty: 4879.165527
	Iteration 39Q: 3 clusters Score -2662518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2662519.750000 Penalty: 4879.165527
	Iteration 40F: 3 clusters Score -2662520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2662525.000000 Penalty: 4879.165527
	Iteration 41Q: 3 clusters Score -2662525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2662532.500000 Penalty: 4879.165527
	Iteration 42Q: 3 clusters Score -2662532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2662530.000000 Penalty: 4879.165527
	Iteration 43Q: 3 clusters Score -2662530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2662530.000000 Penalty: 4879.165527
	Iteration 44F: 3 clusters Score -2662530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (126454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126454 members 
Entering Unmasked Estep 
Score: -17913080.000000 Penalty: 2913.413330
	Iteration 0F: 2 clusters Score -1.791308e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63269 members 
Mstep: Class 2 contains 63185 members 
Entering Unmasked Estep 
Score: -17832338.000000 Penalty: 5826.826660
	Iteration 0F: 3 clusters Score -1.783234e+07 nChanged 60250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63775 members 
Mstep: Class 2 contains 62679 members 
Entering Unmasked Estep 
Score: -17866832.000000 Penalty: 5826.826660
	Iteration 1F: 3 clusters Score -1.786683e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63997 members 
Mstep: Class 2 contains 62457 members 
Entering Unmasked Estep 
Score: -17867382.000000 Penalty: 5826.826660
	Iteration 2Q: 3 clusters Score -1.786738e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64286 members 
Mstep: Class 2 contains 62168 members 
Entering Unmasked Estep 
Score: -17868180.000000 Penalty: 5826.826660
	Iteration 3Q: 3 clusters Score -1.786818e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64730 members 
Mstep: Class 2 contains 61724 members 
Entering Unmasked Estep 
Score: -17868990.000000 Penalty: 5826.826660
	Iteration 4Q: 3 clusters Score -1.786899e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65322 members 
Mstep: Class 2 contains 61132 members 
Entering Unmasked Estep 
Score: -17869764.000000 Penalty: 5826.826660
	Iteration 5Q: 3 clusters Score -1.786976e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66106 members 
Mstep: Class 2 contains 60348 members 
Entering Unmasked Estep 
Score: -17870602.000000 Penalty: 5826.826660
	Iteration 6Q: 3 clusters Score -1.78706e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67256 members 
Mstep: Class 2 contains 59198 members 
Entering Unmasked Estep 
Score: -17871704.000000 Penalty: 5826.826660
	Iteration 7Q: 3 clusters Score -1.78717e+07 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68995 members 
Mstep: Class 2 contains 57459 members 
Entering Unmasked Estep 
Score: -17873136.000000 Penalty: 5826.826660
	Iteration 8Q: 3 clusters Score -1.787314e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71598 members 
Mstep: Class 2 contains 54856 members 
Entering Unmasked Estep 
Score: -17875106.000000 Penalty: 5826.826660
	Iteration 9Q: 3 clusters Score -1.787511e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75069 members 
Mstep: Class 2 contains 51385 members 
Entering Unmasked Estep 
Score: -17877462.000000 Penalty: 5826.826660
	Iteration 10Q: 3 clusters Score -1.787746e+07 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79616 members 
Mstep: Class 2 contains 46838 members 
Entering Unmasked Estep 
Score: -17880826.000000 Penalty: 5826.826660
	Iteration 11Q: 3 clusters Score -1.788083e+07 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84894 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -17884474.000000 Penalty: 5826.826660
	Iteration 12F: 3 clusters Score -1.788447e+07 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90897 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -17888304.000000 Penalty: 5826.826660
	Iteration 13F: 3 clusters Score -1.78883e+07 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97091 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -17892204.000000 Penalty: 5826.826660
	Iteration 14F: 3 clusters Score -1.78922e+07 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103133 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -17895964.000000 Penalty: 5826.826660
	Iteration 15Q: 3 clusters Score -1.789596e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108649 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -17899246.000000 Penalty: 5826.826660
	Iteration 16Q: 3 clusters Score -1.789925e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113319 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -17901918.000000 Penalty: 5826.826660
	Iteration 17Q: 3 clusters Score -1.790192e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117102 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -17904150.000000 Penalty: 5826.826660
	Iteration 18Q: 3 clusters Score -1.790415e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120049 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -17906100.000000 Penalty: 5826.826660
	Iteration 19Q: 3 clusters Score -1.79061e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122177 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -17907598.000000 Penalty: 5826.826660
	Iteration 20F: 3 clusters Score -1.79076e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123633 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -17908702.000000 Penalty: 5826.826660
	Iteration 21Q: 3 clusters Score -1.79087e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124552 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -17909358.000000 Penalty: 5826.826660
	Iteration 22Q: 3 clusters Score -1.790936e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125081 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -17909786.000000 Penalty: 5826.826660
	Iteration 23Q: 3 clusters Score -1.790979e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125394 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -17910014.000000 Penalty: 5826.826660
	Iteration 24Q: 3 clusters Score -1.791001e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125570 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -17910166.000000 Penalty: 5826.826660
	Iteration 25Q: 3 clusters Score -1.791017e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125677 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -17910242.000000 Penalty: 5826.826660
	Iteration 26Q: 3 clusters Score -1.791024e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125747 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -17910282.000000 Penalty: 5826.826660
	Iteration 27Q: 3 clusters Score -1.791028e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125791 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -17910338.000000 Penalty: 5826.826660
	Iteration 28Q: 3 clusters Score -1.791034e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125823 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -17910346.000000 Penalty: 5826.826660
	Iteration 29Q: 3 clusters Score -1.791035e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125847 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -17910378.000000 Penalty: 5826.826660
	Iteration 30Q: 3 clusters Score -1.791038e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125867 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -17910404.000000 Penalty: 5826.826660
	Iteration 31Q: 3 clusters Score -1.79104e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125883 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -17910430.000000 Penalty: 5826.826660
	Iteration 32Q: 3 clusters Score -1.791043e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125889 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -17910444.000000 Penalty: 5826.826660
	Iteration 33Q: 3 clusters Score -1.791044e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125896 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -17910448.000000 Penalty: 5826.826660
	Iteration 34Q: 3 clusters Score -1.791045e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125905 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -17910450.000000 Penalty: 5826.826660
	Iteration 35Q: 3 clusters Score -1.791045e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125913 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -17910472.000000 Penalty: 5826.826660
	Iteration 36Q: 3 clusters Score -1.791047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125916 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -17910476.000000 Penalty: 5826.826660
	Iteration 37Q: 3 clusters Score -1.791048e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125919 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -17910486.000000 Penalty: 5826.826660
	Iteration 38Q: 3 clusters Score -1.791049e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125923 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -17910492.000000 Penalty: 5826.826660
	Iteration 39Q: 3 clusters Score -1.791049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125924 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -17910498.000000 Penalty: 5826.826660
	Iteration 40F: 3 clusters Score -1.79105e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -81528.085938 Penalty: 1584.779663
	Iteration 0F: 2 clusters Score -81528.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -79929.460938 Penalty: 3169.559326
	Iteration 0F: 3 clusters Score -79929.46 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -80140.804688 Penalty: 3169.559326
	Iteration 1F: 3 clusters Score -80140.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -80174.343750 Penalty: 3169.559326
	Iteration 2Q: 3 clusters Score -80174.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -80183.289062 Penalty: 3169.559326
	Iteration 3Q: 3 clusters Score -80183.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -80187.601562 Penalty: 3169.559326
	Iteration 4Q: 3 clusters Score -80187.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -80187.601562 Penalty: 3169.559326
	Iteration 5F: 3 clusters Score -80187.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Entering Unmasked Estep 
Score: -641746.062500 Penalty: 2091.423340
	Iteration 0F: 2 clusters Score -641746.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -637474.312500 Penalty: 4182.846680
	Iteration 0F: 3 clusters Score -637474.3 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -638473.187500 Penalty: 4182.846680
	Iteration 1F: 3 clusters Score -638473.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -638671.312500 Penalty: 4182.846680
	Iteration 2F: 3 clusters Score -638671.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -638763.937500 Penalty: 4182.846680
	Iteration 3Q: 3 clusters Score -638763.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -638824.875000 Penalty: 4182.846680
	Iteration 4Q: 3 clusters Score -638824.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -638873.562500 Penalty: 4182.846680
	Iteration 5Q: 3 clusters Score -638873.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -638918.562500 Penalty: 4182.846680
	Iteration 6Q: 3 clusters Score -638918.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -638957.375000 Penalty: 4182.846680
	Iteration 7Q: 3 clusters Score -638957.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -638994.562500 Penalty: 4182.846680
	Iteration 8Q: 3 clusters Score -638994.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -639030.812500 Penalty: 4182.846680
	Iteration 9Q: 3 clusters Score -639030.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -639056.437500 Penalty: 4182.846680
	Iteration 10Q: 3 clusters Score -639056.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -639074.687500 Penalty: 4182.846680
	Iteration 11Q: 3 clusters Score -639074.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -639095.000000 Penalty: 4182.846680
	Iteration 12Q: 3 clusters Score -639095 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -639111.812500 Penalty: 4182.846680
	Iteration 13Q: 3 clusters Score -639111.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -639128.937500 Penalty: 4182.846680
	Iteration 14Q: 3 clusters Score -639128.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -639152.750000 Penalty: 4182.846680
	Iteration 15Q: 3 clusters Score -639152.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -639172.187500 Penalty: 4182.846680
	Iteration 16Q: 3 clusters Score -639172.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -639190.937500 Penalty: 4182.846680
	Iteration 17Q: 3 clusters Score -639190.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -639208.062500 Penalty: 4182.846680
	Iteration 18Q: 3 clusters Score -639208.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -639221.437500 Penalty: 4182.846680
	Iteration 19Q: 3 clusters Score -639221.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -639236.062500 Penalty: 4182.846680
	Iteration 20F: 3 clusters Score -639236.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -639256.062500 Penalty: 4182.846680
	Iteration 21Q: 3 clusters Score -639256.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -639279.562500 Penalty: 4182.846680
	Iteration 22Q: 3 clusters Score -639279.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -639301.375000 Penalty: 4182.846680
	Iteration 23Q: 3 clusters Score -639301.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -639326.187500 Penalty: 4182.846680
	Iteration 24Q: 3 clusters Score -639326.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -639345.250000 Penalty: 4182.846680
	Iteration 25Q: 3 clusters Score -639345.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -639362.187500 Penalty: 4182.846680
	Iteration 26Q: 3 clusters Score -639362.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -639384.062500 Penalty: 4182.846680
	Iteration 27Q: 3 clusters Score -639384.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -639404.750000 Penalty: 4182.846680
	Iteration 28Q: 3 clusters Score -639404.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -639418.625000 Penalty: 4182.846680
	Iteration 29Q: 3 clusters Score -639418.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -639431.687500 Penalty: 4182.846680
	Iteration 30Q: 3 clusters Score -639431.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -639448.500000 Penalty: 4182.846680
	Iteration 31Q: 3 clusters Score -639448.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -639465.062500 Penalty: 4182.846680
	Iteration 32Q: 3 clusters Score -639465.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -639475.375000 Penalty: 4182.846680
	Iteration 33Q: 3 clusters Score -639475.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -639490.312500 Penalty: 4182.846680
	Iteration 34Q: 3 clusters Score -639490.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -639503.312500 Penalty: 4182.846680
	Iteration 35Q: 3 clusters Score -639503.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -639522.000000 Penalty: 4182.846680
	Iteration 36Q: 3 clusters Score -639522 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -639536.625000 Penalty: 4182.846680
	Iteration 37Q: 3 clusters Score -639536.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -639553.250000 Penalty: 4182.846680
	Iteration 38Q: 3 clusters Score -639553.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -639566.625000 Penalty: 4182.846680
	Iteration 39Q: 3 clusters Score -639566.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -639578.750000 Penalty: 4182.846680
	Iteration 40F: 3 clusters Score -639578.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -639595.062500 Penalty: 4182.846680
	Iteration 41Q: 3 clusters Score -639595.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -639609.500000 Penalty: 4182.846680
	Iteration 42Q: 3 clusters Score -639609.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -639620.500000 Penalty: 4182.846680
	Iteration 43Q: 3 clusters Score -639620.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -639633.750000 Penalty: 4182.846680
	Iteration 44Q: 3 clusters Score -639633.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -639646.375000 Penalty: 4182.846680
	Iteration 45Q: 3 clusters Score -639646.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -639662.562500 Penalty: 4182.846680
	Iteration 46Q: 3 clusters Score -639662.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -639680.437500 Penalty: 4182.846680
	Iteration 47Q: 3 clusters Score -639680.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -639696.125000 Penalty: 4182.846680
	Iteration 48Q: 3 clusters Score -639696.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -639709.250000 Penalty: 4182.846680
	Iteration 49Q: 3 clusters Score -639709.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -639720.937500 Penalty: 4182.846680
	Iteration 50Q: 3 clusters Score -639720.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -639731.500000 Penalty: 4182.846680
	Iteration 51Q: 3 clusters Score -639731.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -639747.875000 Penalty: 4182.846680
	Iteration 52Q: 3 clusters Score -639747.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -639760.312500 Penalty: 4182.846680
	Iteration 53Q: 3 clusters Score -639760.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -639769.562500 Penalty: 4182.846680
	Iteration 54Q: 3 clusters Score -639769.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -639781.875000 Penalty: 4182.846680
	Iteration 55Q: 3 clusters Score -639781.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -639788.187500 Penalty: 4182.846680
	Iteration 56Q: 3 clusters Score -639788.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -639796.625000 Penalty: 4182.846680
	Iteration 57Q: 3 clusters Score -639796.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -639801.312500 Penalty: 4182.846680
	Iteration 58Q: 3 clusters Score -639801.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -639808.625000 Penalty: 4182.846680
	Iteration 59Q: 3 clusters Score -639808.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -639814.937500 Penalty: 4182.846680
	Iteration 60F: 3 clusters Score -639814.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -639819.687500 Penalty: 4182.846680
	Iteration 61Q: 3 clusters Score -639819.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -639825.250000 Penalty: 4182.846680
	Iteration 62Q: 3 clusters Score -639825.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -639832.937500 Penalty: 4182.846680
	Iteration 63Q: 3 clusters Score -639832.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -639842.312500 Penalty: 4182.846680
	Iteration 64Q: 3 clusters Score -639842.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -639843.437500 Penalty: 4182.846680
	Iteration 65Q: 3 clusters Score -639843.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -639846.625000 Penalty: 4182.846680
	Iteration 66Q: 3 clusters Score -639846.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -639848.937500 Penalty: 4182.846680
	Iteration 67Q: 3 clusters Score -639848.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -639851.500000 Penalty: 4182.846680
	Iteration 68Q: 3 clusters Score -639851.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -639853.500000 Penalty: 4182.846680
	Iteration 69Q: 3 clusters Score -639853.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -639858.125000 Penalty: 4182.846680
	Iteration 70Q: 3 clusters Score -639858.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -639862.250000 Penalty: 4182.846680
	Iteration 71Q: 3 clusters Score -639862.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -639862.312500 Penalty: 4182.846680
	Iteration 72Q: 3 clusters Score -639862.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -639863.437500 Penalty: 4182.846680
	Iteration 73Q: 3 clusters Score -639863.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -639863.687500 Penalty: 4182.846680
	Iteration 74Q: 3 clusters Score -639863.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -639865.250000 Penalty: 4182.846680
	Iteration 75Q: 3 clusters Score -639865.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -639865.250000 Penalty: 4182.846680
	Iteration 76F: 3 clusters Score -639865.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Entering Unmasked Estep 
Score: -282511.968750 Penalty: 1891.872314
	Iteration 0F: 2 clusters Score -282512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -279870.375000 Penalty: 3783.744629
	Iteration 0F: 3 clusters Score -279870.4 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -280319.656250 Penalty: 3783.744629
	Iteration 1F: 3 clusters Score -280319.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -280445.437500 Penalty: 3783.744629
	Iteration 2F: 3 clusters Score -280445.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -280497.656250 Penalty: 3783.744629
	Iteration 3Q: 3 clusters Score -280497.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -280545.250000 Penalty: 3783.744629
	Iteration 4Q: 3 clusters Score -280545.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -280585.593750 Penalty: 3783.744629
	Iteration 5Q: 3 clusters Score -280585.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -280618.093750 Penalty: 3783.744629
	Iteration 6Q: 3 clusters Score -280618.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -280634.343750 Penalty: 3783.744629
	Iteration 7Q: 3 clusters Score -280634.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -280653.843750 Penalty: 3783.744629
	Iteration 8Q: 3 clusters Score -280653.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -280665.468750 Penalty: 3783.744629
	Iteration 9Q: 3 clusters Score -280665.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -280678.000000 Penalty: 3783.744629
	Iteration 10Q: 3 clusters Score -280678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -280691.093750 Penalty: 3783.744629
	Iteration 11Q: 3 clusters Score -280691.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -280706.343750 Penalty: 3783.744629
	Iteration 12Q: 3 clusters Score -280706.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -280715.812500 Penalty: 3783.744629
	Iteration 13Q: 3 clusters Score -280715.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -280721.375000 Penalty: 3783.744629
	Iteration 14Q: 3 clusters Score -280721.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -280730.625000 Penalty: 3783.744629
	Iteration 15Q: 3 clusters Score -280730.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -280739.031250 Penalty: 3783.744629
	Iteration 16Q: 3 clusters Score -280739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -280748.406250 Penalty: 3783.744629
	Iteration 17Q: 3 clusters Score -280748.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -280757.156250 Penalty: 3783.744629
	Iteration 18Q: 3 clusters Score -280757.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -280766.875000 Penalty: 3783.744629
	Iteration 19Q: 3 clusters Score -280766.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -280777.187500 Penalty: 3783.744629
	Iteration 20F: 3 clusters Score -280777.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -280789.406250 Penalty: 3783.744629
	Iteration 21Q: 3 clusters Score -280789.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -280795.031250 Penalty: 3783.744629
	Iteration 22Q: 3 clusters Score -280795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -280799.843750 Penalty: 3783.744629
	Iteration 23Q: 3 clusters Score -280799.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -280802.937500 Penalty: 3783.744629
	Iteration 24Q: 3 clusters Score -280802.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -280804.062500 Penalty: 3783.744629
	Iteration 25Q: 3 clusters Score -280804.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -280806.125000 Penalty: 3783.744629
	Iteration 26Q: 3 clusters Score -280806.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -280807.843750 Penalty: 3783.744629
	Iteration 27Q: 3 clusters Score -280807.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -280808.812500 Penalty: 3783.744629
	Iteration 28Q: 3 clusters Score -280808.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -280810.093750 Penalty: 3783.744629
	Iteration 29Q: 3 clusters Score -280810.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -280811.562500 Penalty: 3783.744629
	Iteration 30Q: 3 clusters Score -280811.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -280813.593750 Penalty: 3783.744629
	Iteration 31Q: 3 clusters Score -280813.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -280816.062500 Penalty: 3783.744629
	Iteration 32Q: 3 clusters Score -280816.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -280818.093750 Penalty: 3783.744629
	Iteration 33Q: 3 clusters Score -280818.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -280820.531250 Penalty: 3783.744629
	Iteration 34Q: 3 clusters Score -280820.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -280822.375000 Penalty: 3783.744629
	Iteration 35Q: 3 clusters Score -280822.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -280823.656250 Penalty: 3783.744629
	Iteration 36Q: 3 clusters Score -280823.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -280823.812500 Penalty: 3783.744629
	Iteration 37Q: 3 clusters Score -280823.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -280824.531250 Penalty: 3783.744629
	Iteration 38Q: 3 clusters Score -280824.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -280824.531250 Penalty: 3783.744629
	Iteration 39F: 3 clusters Score -280824.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (166036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166036 members 
Entering Unmasked Estep 
Score: -23140296.000000 Penalty: 2980.949951
	Iteration 0F: 2 clusters Score -2.31403e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82956 members 
Mstep: Class 2 contains 83080 members 
Entering Unmasked Estep 
Score: -23033944.000000 Penalty: 5961.899902
	Iteration 0F: 3 clusters Score -2.303394e+07 nChanged 79652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82518 members 
Mstep: Class 2 contains 83518 members 
Entering Unmasked Estep 
Score: -23080294.000000 Penalty: 5961.899902
	Iteration 1F: 3 clusters Score -2.308029e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82331 members 
Mstep: Class 2 contains 83705 members 
Entering Unmasked Estep 
Score: -23081136.000000 Penalty: 5961.899902
	Iteration 2Q: 3 clusters Score -2.308114e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82018 members 
Mstep: Class 2 contains 84018 members 
Entering Unmasked Estep 
Score: -23082016.000000 Penalty: 5961.899902
	Iteration 3Q: 3 clusters Score -2.308202e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81591 members 
Mstep: Class 2 contains 84445 members 
Entering Unmasked Estep 
Score: -23082790.000000 Penalty: 5961.899902
	Iteration 4Q: 3 clusters Score -2.308279e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80867 members 
Mstep: Class 2 contains 85169 members 
Entering Unmasked Estep 
Score: -23083658.000000 Penalty: 5961.899902
	Iteration 5Q: 3 clusters Score -2.308366e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79801 members 
Mstep: Class 2 contains 86235 members 
Entering Unmasked Estep 
Score: -23085034.000000 Penalty: 5961.899902
	Iteration 6Q: 3 clusters Score -2.308503e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78390 members 
Mstep: Class 2 contains 87646 members 
Entering Unmasked Estep 
Score: -23086824.000000 Penalty: 5961.899902
	Iteration 7Q: 3 clusters Score -2.308682e+07 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76477 members 
Mstep: Class 2 contains 89559 members 
Entering Unmasked Estep 
Score: -23089682.000000 Penalty: 5961.899902
	Iteration 8Q: 3 clusters Score -2.308968e+07 nChanged 7694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74145 members 
Mstep: Class 2 contains 91891 members 
Entering Unmasked Estep 
Score: -23094258.000000 Penalty: 5961.899902
	Iteration 9Q: 3 clusters Score -2.309426e+07 nChanged 9621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71840 members 
Mstep: Class 2 contains 94196 members 
Entering Unmasked Estep 
Score: -23101458.000000 Penalty: 5961.899902
	Iteration 10F: 3 clusters Score -2.310146e+07 nChanged 10925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70255 members 
Mstep: Class 2 contains 95781 members 
Entering Unmasked Estep 
Score: -23110494.000000 Penalty: 5961.899902
	Iteration 11F: 3 clusters Score -2.311049e+07 nChanged 10112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69675 members 
Mstep: Class 2 contains 96361 members 
Entering Unmasked Estep 
Score: -23116750.000000 Penalty: 5961.899902
	Iteration 12F: 3 clusters Score -2.311675e+07 nChanged 7194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69539 members 
Mstep: Class 2 contains 96497 members 
Entering Unmasked Estep 
Score: -23119202.000000 Penalty: 5961.899902
	Iteration 13Q: 3 clusters Score -2.31192e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69529 members 
Mstep: Class 2 contains 96507 members 
Entering Unmasked Estep 
Score: -23120150.000000 Penalty: 5961.899902
	Iteration 14Q: 3 clusters Score -2.312015e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69535 members 
Mstep: Class 2 contains 96501 members 
Entering Unmasked Estep 
Score: -23120642.000000 Penalty: 5961.899902
	Iteration 15Q: 3 clusters Score -2.312064e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69550 members 
Mstep: Class 2 contains 96486 members 
Entering Unmasked Estep 
Score: -23121078.000000 Penalty: 5961.899902
	Iteration 16Q: 3 clusters Score -2.312108e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69648 members 
Mstep: Class 2 contains 96388 members 
Entering Unmasked Estep 
Score: -23121542.000000 Penalty: 5961.899902
	Iteration 17Q: 3 clusters Score -2.312154e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69788 members 
Mstep: Class 2 contains 96248 members 
Entering Unmasked Estep 
Score: -23122002.000000 Penalty: 5961.899902
	Iteration 18Q: 3 clusters Score -2.3122e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70019 members 
Mstep: Class 2 contains 96017 members 
Entering Unmasked Estep 
Score: -23122630.000000 Penalty: 5961.899902
	Iteration 19Q: 3 clusters Score -2.312263e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70349 members 
Mstep: Class 2 contains 95687 members 
Entering Unmasked Estep 
Score: -23122974.000000 Penalty: 5961.899902
	Iteration 20F: 3 clusters Score -2.312297e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70727 members 
Mstep: Class 2 contains 95309 members 
Entering Unmasked Estep 
Score: -23123454.000000 Penalty: 5961.899902
	Iteration 21Q: 3 clusters Score -2.312345e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71134 members 
Mstep: Class 2 contains 94902 members 
Entering Unmasked Estep 
Score: -23123990.000000 Penalty: 5961.899902
	Iteration 22Q: 3 clusters Score -2.312399e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71620 members 
Mstep: Class 2 contains 94416 members 
Entering Unmasked Estep 
Score: -23124542.000000 Penalty: 5961.899902
	Iteration 23Q: 3 clusters Score -2.312454e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72204 members 
Mstep: Class 2 contains 93832 members 
Entering Unmasked Estep 
Score: -23124972.000000 Penalty: 5961.899902
	Iteration 24Q: 3 clusters Score -2.312497e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72862 members 
Mstep: Class 2 contains 93174 members 
Entering Unmasked Estep 
Score: -23125322.000000 Penalty: 5961.899902
	Iteration 25Q: 3 clusters Score -2.312532e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73626 members 
Mstep: Class 2 contains 92410 members 
Entering Unmasked Estep 
Score: -23125692.000000 Penalty: 5961.899902
	Iteration 26Q: 3 clusters Score -2.312569e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74500 members 
Mstep: Class 2 contains 91536 members 
Entering Unmasked Estep 
Score: -23126228.000000 Penalty: 5961.899902
	Iteration 27Q: 3 clusters Score -2.312623e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75443 members 
Mstep: Class 2 contains 90593 members 
Entering Unmasked Estep 
Score: -23126820.000000 Penalty: 5961.899902
	Iteration 28Q: 3 clusters Score -2.312682e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76356 members 
Mstep: Class 2 contains 89680 members 
Entering Unmasked Estep 
Score: -23127380.000000 Penalty: 5961.899902
	Iteration 29Q: 3 clusters Score -2.312738e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77352 members 
Mstep: Class 2 contains 88684 members 
Entering Unmasked Estep 
Score: -23127852.000000 Penalty: 5961.899902
	Iteration 30Q: 3 clusters Score -2.312785e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78268 members 
Mstep: Class 2 contains 87768 members 
Entering Unmasked Estep 
Score: -23128330.000000 Penalty: 5961.899902
	Iteration 31Q: 3 clusters Score -2.312833e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79200 members 
Mstep: Class 2 contains 86836 members 
Entering Unmasked Estep 
Score: -23128904.000000 Penalty: 5961.899902
	Iteration 32Q: 3 clusters Score -2.31289e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80147 members 
Mstep: Class 2 contains 85889 members 
Entering Unmasked Estep 
Score: -23129366.000000 Penalty: 5961.899902
	Iteration 33Q: 3 clusters Score -2.312937e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81091 members 
Mstep: Class 2 contains 84945 members 
Entering Unmasked Estep 
Score: -23129604.000000 Penalty: 5961.899902
	Iteration 34Q: 3 clusters Score -2.31296e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82034 members 
Mstep: Class 2 contains 84002 members 
Entering Unmasked Estep 
Score: -23129644.000000 Penalty: 5961.899902
	Iteration 35Q: 3 clusters Score -2.312964e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82941 members 
Mstep: Class 2 contains 83095 members 
Entering Unmasked Estep 
Score: -23129772.000000 Penalty: 5961.899902
	Iteration 36Q: 3 clusters Score -2.312977e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83855 members 
Mstep: Class 2 contains 82181 members 
Entering Unmasked Estep 
Score: -23129994.000000 Penalty: 5961.899902
	Iteration 37Q: 3 clusters Score -2.312999e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84804 members 
Mstep: Class 2 contains 81232 members 
Entering Unmasked Estep 
Score: -23130074.000000 Penalty: 5961.899902
	Iteration 38Q: 3 clusters Score -2.313007e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85946 members 
Mstep: Class 2 contains 80090 members 
Entering Unmasked Estep 
Score: -23130124.000000 Penalty: 5961.899902
	Iteration 39Q: 3 clusters Score -2.313012e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87233 members 
Mstep: Class 2 contains 78803 members 
Entering Unmasked Estep 
Score: -23130250.000000 Penalty: 5961.899902
	Iteration 40F: 3 clusters Score -2.313025e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88725 members 
Mstep: Class 2 contains 77311 members 
Entering Unmasked Estep 
Score: -23130434.000000 Penalty: 5961.899902
	Iteration 41Q: 3 clusters Score -2.313043e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90330 members 
Mstep: Class 2 contains 75706 members 
Entering Unmasked Estep 
Score: -23130628.000000 Penalty: 5961.899902
	Iteration 42Q: 3 clusters Score -2.313063e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92080 members 
Mstep: Class 2 contains 73956 members 
Entering Unmasked Estep 
Score: -23130744.000000 Penalty: 5961.899902
	Iteration 43Q: 3 clusters Score -2.313074e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93992 members 
Mstep: Class 2 contains 72044 members 
Entering Unmasked Estep 
Score: -23130858.000000 Penalty: 5961.899902
	Iteration 44Q: 3 clusters Score -2.313086e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96005 members 
Mstep: Class 2 contains 70031 members 
Entering Unmasked Estep 
Score: -23130998.000000 Penalty: 5961.899902
	Iteration 45Q: 3 clusters Score -2.3131e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98239 members 
Mstep: Class 2 contains 67797 members 
Entering Unmasked Estep 
Score: -23131230.000000 Penalty: 5961.899902
	Iteration 46Q: 3 clusters Score -2.313123e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100625 members 
Mstep: Class 2 contains 65411 members 
Entering Unmasked Estep 
Score: -23131646.000000 Penalty: 5961.899902
	Iteration 47Q: 3 clusters Score -2.313165e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103412 members 
Mstep: Class 2 contains 62624 members 
Entering Unmasked Estep 
Score: -23131934.000000 Penalty: 5961.899902
	Iteration 48Q: 3 clusters Score -2.313193e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106305 members 
Mstep: Class 2 contains 59731 members 
Entering Unmasked Estep 
Score: -23132214.000000 Penalty: 5961.899902
	Iteration 49Q: 3 clusters Score -2.313221e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109382 members 
Mstep: Class 2 contains 56654 members 
Entering Unmasked Estep 
Score: -23132522.000000 Penalty: 5961.899902
	Iteration 50Q: 3 clusters Score -2.313252e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112785 members 
Mstep: Class 2 contains 53251 members 
Entering Unmasked Estep 
Score: -23132830.000000 Penalty: 5961.899902
	Iteration 51Q: 3 clusters Score -2.313283e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116344 members 
Mstep: Class 2 contains 49692 members 
Entering Unmasked Estep 
Score: -23133494.000000 Penalty: 5961.899902
	Iteration 52Q: 3 clusters Score -2.313349e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119906 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -23134008.000000 Penalty: 5961.899902
	Iteration 53Q: 3 clusters Score -2.313401e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123374 members 
Mstep: Class 2 contains 42662 members 
Entering Unmasked Estep 
Score: -23134488.000000 Penalty: 5961.899902
	Iteration 54Q: 3 clusters Score -2.313449e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126901 members 
Mstep: Class 2 contains 39135 members 
Entering Unmasked Estep 
Score: -23135088.000000 Penalty: 5961.899902
	Iteration 55Q: 3 clusters Score -2.313509e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130215 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -23135600.000000 Penalty: 5961.899902
	Iteration 56Q: 3 clusters Score -2.31356e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133142 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -23136020.000000 Penalty: 5961.899902
	Iteration 57Q: 3 clusters Score -2.313602e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135472 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -23136558.000000 Penalty: 5961.899902
	Iteration 58Q: 3 clusters Score -2.313656e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137032 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -23136780.000000 Penalty: 5961.899902
	Iteration 59Q: 3 clusters Score -2.313678e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137904 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -23137520.000000 Penalty: 5961.899902
	Iteration 60F: 3 clusters Score -2.313752e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140882 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -23138096.000000 Penalty: 5961.899902
	Iteration 61Q: 3 clusters Score -2.31381e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143637 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -23138780.000000 Penalty: 5961.899902
	Iteration 62Q: 3 clusters Score -2.313878e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146131 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -23139198.000000 Penalty: 5961.899902
	Iteration 63Q: 3 clusters Score -2.31392e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148369 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -23139698.000000 Penalty: 5961.899902
	Iteration 64Q: 3 clusters Score -2.31397e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150334 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -23140132.000000 Penalty: 5961.899902
	Iteration 65Q: 3 clusters Score -2.314013e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152073 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -23140342.000000 Penalty: 5961.899902
	Iteration 66Q: 3 clusters Score -2.314034e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153649 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -23140718.000000 Penalty: 5961.899902
	Iteration 67Q: 3 clusters Score -2.314072e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155166 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -23140904.000000 Penalty: 5961.899902
	Iteration 68Q: 3 clusters Score -2.31409e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156605 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -23141094.000000 Penalty: 5961.899902
	Iteration 69Q: 3 clusters Score -2.314109e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157941 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -23140792.000000 Penalty: 5961.899902
	Iteration 70Q: 3 clusters Score -2.314079e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159165 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -23140664.000000 Penalty: 5961.899902
	Iteration 71Q: 3 clusters Score -2.314066e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160200 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -23140470.000000 Penalty: 5961.899902
	Iteration 72Q: 3 clusters Score -2.314047e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161144 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -23140224.000000 Penalty: 5961.899902
	Iteration 73Q: 3 clusters Score -2.314022e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161908 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -23140084.000000 Penalty: 5961.899902
	Iteration 74Q: 3 clusters Score -2.314008e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162565 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -23139870.000000 Penalty: 5961.899902
	Iteration 75Q: 3 clusters Score -2.313987e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163091 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -23139638.000000 Penalty: 5961.899902
	Iteration 76Q: 3 clusters Score -2.313964e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163504 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -23139398.000000 Penalty: 5961.899902
	Iteration 77Q: 3 clusters Score -2.31394e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163813 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -23139302.000000 Penalty: 5961.899902
	Iteration 78Q: 3 clusters Score -2.31393e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164038 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -23139178.000000 Penalty: 5961.899902
	Iteration 79Q: 3 clusters Score -2.313918e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164186 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -23139150.000000 Penalty: 5961.899902
	Iteration 80F: 3 clusters Score -2.313915e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164381 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -23138984.000000 Penalty: 5961.899902
	Iteration 81Q: 3 clusters Score -2.313898e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164545 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -23138910.000000 Penalty: 5961.899902
	Iteration 82Q: 3 clusters Score -2.313891e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164682 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -23138838.000000 Penalty: 5961.899902
	Iteration 83Q: 3 clusters Score -2.313884e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164794 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -23138760.000000 Penalty: 5961.899902
	Iteration 84Q: 3 clusters Score -2.313876e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164874 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -23138712.000000 Penalty: 5961.899902
	Iteration 85Q: 3 clusters Score -2.313871e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164952 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -23138672.000000 Penalty: 5961.899902
	Iteration 86Q: 3 clusters Score -2.313867e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165011 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -23138642.000000 Penalty: 5961.899902
	Iteration 87Q: 3 clusters Score -2.313864e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165057 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -23138590.000000 Penalty: 5961.899902
	Iteration 88Q: 3 clusters Score -2.313859e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165088 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -23138604.000000 Penalty: 5961.899902
	Iteration 89Q: 3 clusters Score -2.31386e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165110 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -23138592.000000 Penalty: 5961.899902
	Iteration 90Q: 3 clusters Score -2.313859e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165129 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -23138596.000000 Penalty: 5961.899902
	Iteration 91Q: 3 clusters Score -2.31386e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165143 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -23138592.000000 Penalty: 5961.899902
	Iteration 92Q: 3 clusters Score -2.313859e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165155 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -23138586.000000 Penalty: 5961.899902
	Iteration 93Q: 3 clusters Score -2.313859e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165170 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -23138592.000000 Penalty: 5961.899902
	Iteration 94Q: 3 clusters Score -2.313859e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165178 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -23138594.000000 Penalty: 5961.899902
	Iteration 95Q: 3 clusters Score -2.313859e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165184 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -23138586.000000 Penalty: 5961.899902
	Iteration 96Q: 3 clusters Score -2.313859e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165192 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -23138594.000000 Penalty: 5961.899902
	Iteration 97Q: 3 clusters Score -2.313859e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165203 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -23138574.000000 Penalty: 5961.899902
	Iteration 98Q: 3 clusters Score -2.313857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165210 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -23138552.000000 Penalty: 5961.899902
	Iteration 99Q: 3 clusters Score -2.313855e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165220 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -23138572.000000 Penalty: 5961.899902
	Iteration 100F: 3 clusters Score -2.313857e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165225 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -23138556.000000 Penalty: 5961.899902
	Iteration 101Q: 3 clusters Score -2.313856e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165235 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -23138566.000000 Penalty: 5961.899902
	Iteration 102Q: 3 clusters Score -2.313857e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165247 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -23138544.000000 Penalty: 5961.899902
	Iteration 103Q: 3 clusters Score -2.313854e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165256 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -23138536.000000 Penalty: 5961.899902
	Iteration 104Q: 3 clusters Score -2.313854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165261 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -23138520.000000 Penalty: 5961.899902
	Iteration 105Q: 3 clusters Score -2.313852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165265 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -23138540.000000 Penalty: 5961.899902
	Iteration 106Q: 3 clusters Score -2.313854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165266 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -23138534.000000 Penalty: 5961.899902
	Iteration 107Q: 3 clusters Score -2.313853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165267 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -23138538.000000 Penalty: 5961.899902
	Iteration 108Q: 3 clusters Score -2.313854e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165267 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -23138538.000000 Penalty: 5961.899902
	Iteration 109F: 3 clusters Score -2.313854e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (65752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65752 members 
Entering Unmasked Estep 
Score: -9260229.000000 Penalty: 2751.223877
	Iteration 0F: 2 clusters Score -9260229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 32958 members 
Entering Unmasked Estep 
Score: -9216028.000000 Penalty: 5502.447754
	Iteration 0F: 3 clusters Score -9216028 nChanged 30596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -9233071.000000 Penalty: 5502.447754
	Iteration 1F: 3 clusters Score -9233071 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -9233533.000000 Penalty: 5502.447754
	Iteration 2Q: 3 clusters Score -9233533 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -9234066.000000 Penalty: 5502.447754
	Iteration 3Q: 3 clusters Score -9234066 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -9234530.000000 Penalty: 5502.447754
	Iteration 4Q: 3 clusters Score -9234530 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -9235089.000000 Penalty: 5502.447754
	Iteration 5Q: 3 clusters Score -9235089 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -9235734.000000 Penalty: 5502.447754
	Iteration 6Q: 3 clusters Score -9235734 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -9236632.000000 Penalty: 5502.447754
	Iteration 7Q: 3 clusters Score -9236632 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 42096 members 
Entering Unmasked Estep 
Score: -9238004.000000 Penalty: 5502.447754
	Iteration 8Q: 3 clusters Score -9238004 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 45576 members 
Entering Unmasked Estep 
Score: -9240254.000000 Penalty: 5502.447754
	Iteration 9F: 3 clusters Score -9240254 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 49898 members 
Entering Unmasked Estep 
Score: -9243464.000000 Penalty: 5502.447754
	Iteration 10F: 3 clusters Score -9243464 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 54667 members 
Entering Unmasked Estep 
Score: -9247522.000000 Penalty: 5502.447754
	Iteration 11F: 3 clusters Score -9247522 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 59117 members 
Entering Unmasked Estep 
Score: -9251633.000000 Penalty: 5502.447754
	Iteration 12F: 3 clusters Score -9251633 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 62398 members 
Entering Unmasked Estep 
Score: -9254769.000000 Penalty: 5502.447754
	Iteration 13Q: 3 clusters Score -9254769 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 64217 members 
Entering Unmasked Estep 
Score: -9256474.000000 Penalty: 5502.447754
	Iteration 14Q: 3 clusters Score -9256474 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 64995 members 
Entering Unmasked Estep 
Score: -9257173.000000 Penalty: 5502.447754
	Iteration 15Q: 3 clusters Score -9257173 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 65287 members 
Entering Unmasked Estep 
Score: -9257440.000000 Penalty: 5502.447754
	Iteration 16Q: 3 clusters Score -9257440 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 65408 members 
Entering Unmasked Estep 
Score: -9257594.000000 Penalty: 5502.447754
	Iteration 17Q: 3 clusters Score -9257594 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 65450 members 
Entering Unmasked Estep 
Score: -9257674.000000 Penalty: 5502.447754
	Iteration 18Q: 3 clusters Score -9257674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 65470 members 
Entering Unmasked Estep 
Score: -9257699.000000 Penalty: 5502.447754
	Iteration 19Q: 3 clusters Score -9257699 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 65485 members 
Entering Unmasked Estep 
Score: -9257717.000000 Penalty: 5502.447754
	Iteration 20F: 3 clusters Score -9257717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 65490 members 
Entering Unmasked Estep 
Score: -9257741.000000 Penalty: 5502.447754
	Iteration 21Q: 3 clusters Score -9257741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 65497 members 
Entering Unmasked Estep 
Score: -9257761.000000 Penalty: 5502.447754
	Iteration 22Q: 3 clusters Score -9257761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 65500 members 
Entering Unmasked Estep 
Score: -9257769.000000 Penalty: 5502.447754
	Iteration 23Q: 3 clusters Score -9257769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 65502 members 
Entering Unmasked Estep 
Score: -9257775.000000 Penalty: 5502.447754
	Iteration 24Q: 3 clusters Score -9257775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 65505 members 
Entering Unmasked Estep 
Score: -9257778.000000 Penalty: 5502.447754
	Iteration 25Q: 3 clusters Score -9257778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 65508 members 
Entering Unmasked Estep 
Score: -9257789.000000 Penalty: 5502.447754
	Iteration 26Q: 3 clusters Score -9257789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 65507 members 
Entering Unmasked Estep 
Score: -9257787.000000 Penalty: 5502.447754
	Iteration 27Q: 3 clusters Score -9257787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 65509 members 
Entering Unmasked Estep 
Score: -9257793.000000 Penalty: 5502.447754
	Iteration 28Q: 3 clusters Score -9257793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 65510 members 
Entering Unmasked Estep 
Score: -9257796.000000 Penalty: 5502.447754
	Iteration 29Q: 3 clusters Score -9257796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 65512 members 
Entering Unmasked Estep 
Score: -9257799.000000 Penalty: 5502.447754
	Iteration 30Q: 3 clusters Score -9257799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 65512 members 
Entering Unmasked Estep 
Score: -9257808.000000 Penalty: 5502.447754
	Iteration 31Q: 3 clusters Score -9257808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 65510 members 
Entering Unmasked Estep 
Score: -9257809.000000 Penalty: 5502.447754
	Iteration 32Q: 3 clusters Score -9257809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 65511 members 
Entering Unmasked Estep 
Score: -9257825.000000 Penalty: 5502.447754
	Iteration 33Q: 3 clusters Score -9257825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 65512 members 
Entering Unmasked Estep 
Score: -9257824.000000 Penalty: 5502.447754
	Iteration 34Q: 3 clusters Score -9257824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 65512 members 
Entering Unmasked Estep 
Score: -9257829.000000 Penalty: 5502.447754
	Iteration 35Q: 3 clusters Score -9257829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 65512 members 
Entering Unmasked Estep 
Score: -9257835.000000 Penalty: 5502.447754
	Iteration 36Q: 3 clusters Score -9257835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 65512 members 
Entering Unmasked Estep 
Score: -9257835.000000 Penalty: 5502.447754
	Iteration 37F: 3 clusters Score -9257835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (33525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Entering Unmasked Estep 
Score: -4746523.500000 Penalty: 2584.171631
	Iteration 0F: 2 clusters Score -4746524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -4723776.500000 Penalty: 5168.343262
	Iteration 0F: 3 clusters Score -4723776 nChanged 15151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -4732024.500000 Penalty: 5168.343262
	Iteration 1F: 3 clusters Score -4732024 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -4732694.000000 Penalty: 5168.343262
	Iteration 2Q: 3 clusters Score -4732694 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -4733482.500000 Penalty: 5168.343262
	Iteration 3Q: 3 clusters Score -4733482 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -4734515.000000 Penalty: 5168.343262
	Iteration 4F: 3 clusters Score -4734515 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -4735790.000000 Penalty: 5168.343262
	Iteration 5F: 3 clusters Score -4735790 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -4737445.500000 Penalty: 5168.343262
	Iteration 6F: 3 clusters Score -4737446 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -4739396.000000 Penalty: 5168.343262
	Iteration 7F: 3 clusters Score -4739396 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -4741431.000000 Penalty: 5168.343262
	Iteration 8F: 3 clusters Score -4741431 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -4743109.000000 Penalty: 5168.343262
	Iteration 9F: 3 clusters Score -4743109 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -4744394.500000 Penalty: 5168.343262
	Iteration 10Q: 3 clusters Score -4744394 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -4745201.500000 Penalty: 5168.343262
	Iteration 11Q: 3 clusters Score -4745202 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -4745705.000000 Penalty: 5168.343262
	Iteration 12Q: 3 clusters Score -4745705 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -4746004.500000 Penalty: 5168.343262
	Iteration 13Q: 3 clusters Score -4746004 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -4746155.000000 Penalty: 5168.343262
	Iteration 14Q: 3 clusters Score -4746155 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -4746242.000000 Penalty: 5168.343262
	Iteration 15Q: 3 clusters Score -4746242 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -4746289.000000 Penalty: 5168.343262
	Iteration 16Q: 3 clusters Score -4746289 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -4746308.000000 Penalty: 5168.343262
	Iteration 17Q: 3 clusters Score -4746308 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -4746321.000000 Penalty: 5168.343262
	Iteration 18Q: 3 clusters Score -4746321 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -4746315.000000 Penalty: 5168.343262
	Iteration 19Q: 3 clusters Score -4746315 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -4746319.500000 Penalty: 5168.343262
	Iteration 20F: 3 clusters Score -4746320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -4746331.000000 Penalty: 5168.343262
	Iteration 21Q: 3 clusters Score -4746331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 32390 members 
Entering Unmasked Estep 
Score: -4746323.000000 Penalty: 5168.343262
	Iteration 22Q: 3 clusters Score -4746323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -4746331.000000 Penalty: 5168.343262
	Iteration 23Q: 3 clusters Score -4746331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
Score: -4746336.500000 Penalty: 5168.343262
	Iteration 24Q: 3 clusters Score -4746336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 32406 members 
Entering Unmasked Estep 
Score: -4746337.000000 Penalty: 5168.343262
	Iteration 25Q: 3 clusters Score -4746337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -4746338.500000 Penalty: 5168.343262
	Iteration 26Q: 3 clusters Score -4746338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -4746339.500000 Penalty: 5168.343262
	Iteration 27Q: 3 clusters Score -4746340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -4746340.000000 Penalty: 5168.343262
	Iteration 28Q: 3 clusters Score -4746340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -4746340.000000 Penalty: 5168.343262
	Iteration 29F: 3 clusters Score -4746340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Entering Unmasked Estep 
Score: -2046091.875000 Penalty: 2374.527100
	Iteration 0F: 2 clusters Score -2046092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -2035588.875000 Penalty: 4749.054199
	Iteration 0F: 3 clusters Score -2035589 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -2038905.125000 Penalty: 4749.054199
	Iteration 1F: 3 clusters Score -2038905 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -2039246.375000 Penalty: 4749.054199
	Iteration 2F: 3 clusters Score -2039246 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2039511.750000 Penalty: 4749.054199
	Iteration 3Q: 3 clusters Score -2039512 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -2039760.125000 Penalty: 4749.054199
	Iteration 4Q: 3 clusters Score -2039760 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2040001.500000 Penalty: 4749.054199
	Iteration 5Q: 3 clusters Score -2040002 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2040272.625000 Penalty: 4749.054199
	Iteration 6Q: 3 clusters Score -2040273 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -2040573.625000 Penalty: 4749.054199
	Iteration 7Q: 3 clusters Score -2040574 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -2040951.000000 Penalty: 4749.054199
	Iteration 8Q: 3 clusters Score -2040951 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -2041426.750000 Penalty: 4749.054199
	Iteration 9Q: 3 clusters Score -2041427 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -2041976.875000 Penalty: 4749.054199
	Iteration 10F: 3 clusters Score -2041977 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -2042538.625000 Penalty: 4749.054199
	Iteration 11F: 3 clusters Score -2042539 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -2043051.500000 Penalty: 4749.054199
	Iteration 12Q: 3 clusters Score -2043052 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -2043462.375000 Penalty: 4749.054199
	Iteration 13Q: 3 clusters Score -2043462 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -2043714.625000 Penalty: 4749.054199
	Iteration 14Q: 3 clusters Score -2043715 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -2043888.500000 Penalty: 4749.054199
	Iteration 15Q: 3 clusters Score -2043888 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -2044025.500000 Penalty: 4749.054199
	Iteration 16Q: 3 clusters Score -2044026 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -2044108.250000 Penalty: 4749.054199
	Iteration 17Q: 3 clusters Score -2044108 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -2044153.875000 Penalty: 4749.054199
	Iteration 18Q: 3 clusters Score -2044154 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -2044209.250000 Penalty: 4749.054199
	Iteration 19Q: 3 clusters Score -2044209 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -2044234.000000 Penalty: 4749.054199
	Iteration 20F: 3 clusters Score -2044234 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -2044254.500000 Penalty: 4749.054199
	Iteration 21Q: 3 clusters Score -2044254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -2044271.125000 Penalty: 4749.054199
	Iteration 22Q: 3 clusters Score -2044271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2044279.875000 Penalty: 4749.054199
	Iteration 23Q: 3 clusters Score -2044280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -2044297.625000 Penalty: 4749.054199
	Iteration 24Q: 3 clusters Score -2044298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -2044307.500000 Penalty: 4749.054199
	Iteration 25Q: 3 clusters Score -2044308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -2044318.750000 Penalty: 4749.054199
	Iteration 26Q: 3 clusters Score -2044319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -2044323.375000 Penalty: 4749.054199
	Iteration 27Q: 3 clusters Score -2044323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -2044324.750000 Penalty: 4749.054199
	Iteration 28Q: 3 clusters Score -2044325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -2044327.625000 Penalty: 4749.054199
	Iteration 29Q: 3 clusters Score -2044328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -2044328.000000 Penalty: 4749.054199
	Iteration 30Q: 3 clusters Score -2044328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -2044327.875000 Penalty: 4749.054199
	Iteration 31Q: 3 clusters Score -2044328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -2044327.625000 Penalty: 4749.054199
	Iteration 32Q: 3 clusters Score -2044328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -2044329.875000 Penalty: 4749.054199
	Iteration 33Q: 3 clusters Score -2044330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -2044329.875000 Penalty: 4749.054199
	Iteration 34Q: 3 clusters Score -2044330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -2044333.125000 Penalty: 4749.054199
	Iteration 35Q: 3 clusters Score -2044333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -2044334.375000 Penalty: 4749.054199
	Iteration 36Q: 3 clusters Score -2044334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -2044334.375000 Penalty: 4749.054199
	Iteration 37F: 3 clusters Score -2044334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (176283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176283 members 
Entering Unmasked Estep 
Score: -24844334.000000 Penalty: 2995.802002
	Iteration 0F: 2 clusters Score -2.484433e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87995 members 
Mstep: Class 2 contains 88288 members 
Entering Unmasked Estep 
Score: -24736164.000000 Penalty: 5991.604004
	Iteration 0F: 3 clusters Score -2.473616e+07 nChanged 84569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84092 members 
Mstep: Class 2 contains 92191 members 
Entering Unmasked Estep 
Score: -24785366.000000 Penalty: 5991.604004
	Iteration 1F: 3 clusters Score -2.478537e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81396 members 
Mstep: Class 2 contains 94887 members 
Entering Unmasked Estep 
Score: -24786768.000000 Penalty: 5991.604004
	Iteration 2Q: 3 clusters Score -2.478677e+07 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77438 members 
Mstep: Class 2 contains 98845 members 
Entering Unmasked Estep 
Score: -24788396.000000 Penalty: 5991.604004
	Iteration 3Q: 3 clusters Score -2.47884e+07 nChanged 8395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71787 members 
Mstep: Class 2 contains 104496 members 
Entering Unmasked Estep 
Score: -24791118.000000 Penalty: 5991.604004
	Iteration 4Q: 3 clusters Score -2.479112e+07 nChanged 9879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64338 members 
Mstep: Class 2 contains 111945 members 
Entering Unmasked Estep 
Score: -24794688.000000 Penalty: 5991.604004
	Iteration 5F: 3 clusters Score -2.479469e+07 nChanged 10928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55518 members 
Mstep: Class 2 contains 120765 members 
Entering Unmasked Estep 
Score: -24799462.000000 Penalty: 5991.604004
	Iteration 6F: 3 clusters Score -2.479946e+07 nChanged 11472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46138 members 
Mstep: Class 2 contains 130145 members 
Entering Unmasked Estep 
Score: -24805462.000000 Penalty: 5991.604004
	Iteration 7F: 3 clusters Score -2.480546e+07 nChanged 10698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37538 members 
Mstep: Class 2 contains 138745 members 
Entering Unmasked Estep 
Score: -24811594.000000 Penalty: 5991.604004
	Iteration 8F: 3 clusters Score -2.481159e+07 nChanged 8701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 145378 members 
Entering Unmasked Estep 
Score: -24818124.000000 Penalty: 5991.604004
	Iteration 9Q: 3 clusters Score -2.481812e+07 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 149773 members 
Entering Unmasked Estep 
Score: -24823854.000000 Penalty: 5991.604004
	Iteration 10Q: 3 clusters Score -2.482385e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 151937 members 
Entering Unmasked Estep 
Score: -24828120.000000 Penalty: 5991.604004
	Iteration 11Q: 3 clusters Score -2.482812e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 153134 members 
Entering Unmasked Estep 
Score: -24830554.000000 Penalty: 5991.604004
	Iteration 12Q: 3 clusters Score -2.483055e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 154184 members 
Entering Unmasked Estep 
Score: -24832068.000000 Penalty: 5991.604004
	Iteration 13Q: 3 clusters Score -2.483207e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 155240 members 
Entering Unmasked Estep 
Score: -24833444.000000 Penalty: 5991.604004
	Iteration 14Q: 3 clusters Score -2.483344e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 156379 members 
Entering Unmasked Estep 
Score: -24834690.000000 Penalty: 5991.604004
	Iteration 15Q: 3 clusters Score -2.483469e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 157653 members 
Entering Unmasked Estep 
Score: -24835998.000000 Penalty: 5991.604004
	Iteration 16Q: 3 clusters Score -2.4836e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 159030 members 
Entering Unmasked Estep 
Score: -24837180.000000 Penalty: 5991.604004
	Iteration 17Q: 3 clusters Score -2.483718e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 160463 members 
Entering Unmasked Estep 
Score: -24838400.000000 Penalty: 5991.604004
	Iteration 18Q: 3 clusters Score -2.48384e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 161937 members 
Entering Unmasked Estep 
Score: -24839506.000000 Penalty: 5991.604004
	Iteration 19Q: 3 clusters Score -2.483951e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 163460 members 
Entering Unmasked Estep 
Score: -24840526.000000 Penalty: 5991.604004
	Iteration 20F: 3 clusters Score -2.484053e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 164976 members 
Entering Unmasked Estep 
Score: -24841562.000000 Penalty: 5991.604004
	Iteration 21Q: 3 clusters Score -2.484156e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 166497 members 
Entering Unmasked Estep 
Score: -24842244.000000 Penalty: 5991.604004
	Iteration 22Q: 3 clusters Score -2.484224e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 167907 members 
Entering Unmasked Estep 
Score: -24842714.000000 Penalty: 5991.604004
	Iteration 23Q: 3 clusters Score -2.484271e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 169179 members 
Entering Unmasked Estep 
Score: -24843010.000000 Penalty: 5991.604004
	Iteration 24Q: 3 clusters Score -2.484301e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 170348 members 
Entering Unmasked Estep 
Score: -24843238.000000 Penalty: 5991.604004
	Iteration 25Q: 3 clusters Score -2.484324e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 171345 members 
Entering Unmasked Estep 
Score: -24843132.000000 Penalty: 5991.604004
	Iteration 26Q: 3 clusters Score -2.484313e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 172168 members 
Entering Unmasked Estep 
Score: -24843072.000000 Penalty: 5991.604004
	Iteration 27Q: 3 clusters Score -2.484307e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 172862 members 
Entering Unmasked Estep 
Score: -24843106.000000 Penalty: 5991.604004
	Iteration 28Q: 3 clusters Score -2.484311e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 173391 members 
Entering Unmasked Estep 
Score: -24842906.000000 Penalty: 5991.604004
	Iteration 29Q: 3 clusters Score -2.484291e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 173791 members 
Entering Unmasked Estep 
Score: -24842808.000000 Penalty: 5991.604004
	Iteration 30Q: 3 clusters Score -2.484281e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 174108 members 
Entering Unmasked Estep 
Score: -24842818.000000 Penalty: 5991.604004
	Iteration 31Q: 3 clusters Score -2.484282e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 174343 members 
Entering Unmasked Estep 
Score: -24842828.000000 Penalty: 5991.604004
	Iteration 32Q: 3 clusters Score -2.484283e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 174544 members 
Entering Unmasked Estep 
Score: -24842784.000000 Penalty: 5991.604004
	Iteration 33Q: 3 clusters Score -2.484278e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 174684 members 
Entering Unmasked Estep 
Score: -24842720.000000 Penalty: 5991.604004
	Iteration 34Q: 3 clusters Score -2.484272e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 174786 members 
Entering Unmasked Estep 
Score: -24842678.000000 Penalty: 5991.604004
	Iteration 35Q: 3 clusters Score -2.484268e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 174881 members 
Entering Unmasked Estep 
Score: -24842678.000000 Penalty: 5991.604004
	Iteration 36Q: 3 clusters Score -2.484268e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 174960 members 
Entering Unmasked Estep 
Score: -24842672.000000 Penalty: 5991.604004
	Iteration 37Q: 3 clusters Score -2.484267e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 175021 members 
Entering Unmasked Estep 
Score: -24842662.000000 Penalty: 5991.604004
	Iteration 38Q: 3 clusters Score -2.484266e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 175068 members 
Entering Unmasked Estep 
Score: -24842624.000000 Penalty: 5991.604004
	Iteration 39Q: 3 clusters Score -2.484262e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 175101 members 
Entering Unmasked Estep 
Score: -24842622.000000 Penalty: 5991.604004
	Iteration 40F: 3 clusters Score -2.484262e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 175128 members 
Entering Unmasked Estep 
Score: -24842606.000000 Penalty: 5991.604004
	Iteration 41Q: 3 clusters Score -2.484261e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 175148 members 
Entering Unmasked Estep 
Score: -24842618.000000 Penalty: 5991.604004
	Iteration 42Q: 3 clusters Score -2.484262e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 175157 members 
Entering Unmasked Estep 
Score: -24842626.000000 Penalty: 5991.604004
	Iteration 43Q: 3 clusters Score -2.484263e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 175166 members 
Entering Unmasked Estep 
Score: -24842618.000000 Penalty: 5991.604004
	Iteration 44Q: 3 clusters Score -2.484262e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 175175 members 
Entering Unmasked Estep 
Score: -24842636.000000 Penalty: 5991.604004
	Iteration 45Q: 3 clusters Score -2.484264e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 175182 members 
Entering Unmasked Estep 
Score: -24842628.000000 Penalty: 5991.604004
	Iteration 46Q: 3 clusters Score -2.484263e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 175184 members 
Entering Unmasked Estep 
Score: -24842620.000000 Penalty: 5991.604004
	Iteration 47Q: 3 clusters Score -2.484262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 175188 members 
Entering Unmasked Estep 
Score: -24842628.000000 Penalty: 5991.604004
	Iteration 48Q: 3 clusters Score -2.484263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 175192 members 
Entering Unmasked Estep 
Score: -24842626.000000 Penalty: 5991.604004
	Iteration 49Q: 3 clusters Score -2.484263e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 175197 members 
Entering Unmasked Estep 
Score: -24842628.000000 Penalty: 5991.604004
	Iteration 50Q: 3 clusters Score -2.484263e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 175202 members 
Entering Unmasked Estep 
Score: -24842646.000000 Penalty: 5991.604004
	Iteration 51Q: 3 clusters Score -2.484265e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 175205 members 
Entering Unmasked Estep 
Score: -24842650.000000 Penalty: 5991.604004
	Iteration 52Q: 3 clusters Score -2.484265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 175208 members 
Entering Unmasked Estep 
Score: -24842634.000000 Penalty: 5991.604004
	Iteration 53Q: 3 clusters Score -2.484263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 175210 members 
Entering Unmasked Estep 
Score: -24842634.000000 Penalty: 5991.604004
	Iteration 54Q: 3 clusters Score -2.484263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 175214 members 
Entering Unmasked Estep 
Score: -24842648.000000 Penalty: 5991.604004
	Iteration 55Q: 3 clusters Score -2.484265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 175217 members 
Entering Unmasked Estep 
Score: -24842638.000000 Penalty: 5991.604004
	Iteration 56Q: 3 clusters Score -2.484264e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 175218 members 
Entering Unmasked Estep 
Score: -24842652.000000 Penalty: 5991.604004
	Iteration 57Q: 3 clusters Score -2.484265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 175222 members 
Entering Unmasked Estep 
Score: -24842646.000000 Penalty: 5991.604004
	Iteration 58Q: 3 clusters Score -2.484265e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 175228 members 
Entering Unmasked Estep 
Score: -24842626.000000 Penalty: 5991.604004
	Iteration 59Q: 3 clusters Score -2.484263e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 175234 members 
Entering Unmasked Estep 
Score: -24842646.000000 Penalty: 5991.604004
	Iteration 60F: 3 clusters Score -2.484265e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 175240 members 
Entering Unmasked Estep 
Score: -24842644.000000 Penalty: 5991.604004
	Iteration 61Q: 3 clusters Score -2.484264e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 175249 members 
Entering Unmasked Estep 
Score: -24842644.000000 Penalty: 5991.604004
	Iteration 62Q: 3 clusters Score -2.484264e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 175256 members 
Entering Unmasked Estep 
Score: -24842642.000000 Penalty: 5991.604004
	Iteration 63Q: 3 clusters Score -2.484264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 175260 members 
Entering Unmasked Estep 
Score: -24842638.000000 Penalty: 5991.604004
	Iteration 64Q: 3 clusters Score -2.484264e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 175268 members 
Entering Unmasked Estep 
Score: -24842652.000000 Penalty: 5991.604004
	Iteration 65Q: 3 clusters Score -2.484265e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 175275 members 
Entering Unmasked Estep 
Score: -24842650.000000 Penalty: 5991.604004
	Iteration 66Q: 3 clusters Score -2.484265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 175277 members 
Entering Unmasked Estep 
Score: -24842648.000000 Penalty: 5991.604004
	Iteration 67Q: 3 clusters Score -2.484265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 175278 members 
Entering Unmasked Estep 
Score: -24842640.000000 Penalty: 5991.604004
	Iteration 68Q: 3 clusters Score -2.484264e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 175279 members 
Entering Unmasked Estep 
Score: -24842638.000000 Penalty: 5991.604004
	Iteration 69Q: 3 clusters Score -2.484264e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 175281 members 
Entering Unmasked Estep 
Score: -24842648.000000 Penalty: 5991.604004
	Iteration 70Q: 3 clusters Score -2.484265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 175284 members 
Entering Unmasked Estep 
Score: -24842658.000000 Penalty: 5991.604004
	Iteration 71Q: 3 clusters Score -2.484266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 175285 members 
Entering Unmasked Estep 
Score: -24842662.000000 Penalty: 5991.604004
	Iteration 72Q: 3 clusters Score -2.484266e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 175285 members 
Entering Unmasked Estep 
Score: -24842662.000000 Penalty: 5991.604004
	Iteration 73F: 3 clusters Score -2.484266e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Entering Unmasked Estep 
Score: -1654314.000000 Penalty: 2321.036865
	Iteration 0F: 2 clusters Score -1654314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1645636.375000 Penalty: 4642.073730
	Iteration 0F: 3 clusters Score -1645636 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1648237.875000 Penalty: 4642.073730
	Iteration 1F: 3 clusters Score -1648238 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1648552.625000 Penalty: 4642.073730
	Iteration 2F: 3 clusters Score -1648553 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1648786.500000 Penalty: 4642.073730
	Iteration 3Q: 3 clusters Score -1648786 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1648980.750000 Penalty: 4642.073730
	Iteration 4Q: 3 clusters Score -1648981 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1649137.375000 Penalty: 4642.073730
	Iteration 5Q: 3 clusters Score -1649137 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1649300.625000 Penalty: 4642.073730
	Iteration 6Q: 3 clusters Score -1649301 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1649462.625000 Penalty: 4642.073730
	Iteration 7Q: 3 clusters Score -1649463 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1649660.000000 Penalty: 4642.073730
	Iteration 8Q: 3 clusters Score -1649660 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1649890.500000 Penalty: 4642.073730
	Iteration 9Q: 3 clusters Score -1649890 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1650125.375000 Penalty: 4642.073730
	Iteration 10Q: 3 clusters Score -1650125 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1650372.000000 Penalty: 4642.073730
	Iteration 11Q: 3 clusters Score -1650372 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1650648.625000 Penalty: 4642.073730
	Iteration 12Q: 3 clusters Score -1650649 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1650924.375000 Penalty: 4642.073730
	Iteration 13Q: 3 clusters Score -1650924 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1651175.625000 Penalty: 4642.073730
	Iteration 14Q: 3 clusters Score -1651176 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1651392.625000 Penalty: 4642.073730
	Iteration 15Q: 3 clusters Score -1651393 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1651580.250000 Penalty: 4642.073730
	Iteration 16Q: 3 clusters Score -1651580 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1651725.125000 Penalty: 4642.073730
	Iteration 17Q: 3 clusters Score -1651725 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1651825.875000 Penalty: 4642.073730
	Iteration 18Q: 3 clusters Score -1651826 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1651913.875000 Penalty: 4642.073730
	Iteration 19Q: 3 clusters Score -1651914 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1651989.875000 Penalty: 4642.073730
	Iteration 20F: 3 clusters Score -1651990 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1652044.750000 Penalty: 4642.073730
	Iteration 21Q: 3 clusters Score -1652045 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1652109.125000 Penalty: 4642.073730
	Iteration 22Q: 3 clusters Score -1652109 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1652170.250000 Penalty: 4642.073730
	Iteration 23Q: 3 clusters Score -1652170 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1652216.625000 Penalty: 4642.073730
	Iteration 24Q: 3 clusters Score -1652217 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1652246.500000 Penalty: 4642.073730
	Iteration 25Q: 3 clusters Score -1652246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1652255.250000 Penalty: 4642.073730
	Iteration 26Q: 3 clusters Score -1652255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1652261.375000 Penalty: 4642.073730
	Iteration 27Q: 3 clusters Score -1652261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1652261.250000 Penalty: 4642.073730
	Iteration 28Q: 3 clusters Score -1652261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1652263.000000 Penalty: 4642.073730
	Iteration 29Q: 3 clusters Score -1652263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1652264.000000 Penalty: 4642.073730
	Iteration 30Q: 3 clusters Score -1652264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1652266.250000 Penalty: 4642.073730
	Iteration 31Q: 3 clusters Score -1652266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1652270.125000 Penalty: 4642.073730
	Iteration 32Q: 3 clusters Score -1652270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1652271.125000 Penalty: 4642.073730
	Iteration 33Q: 3 clusters Score -1652271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1652272.000000 Penalty: 4642.073730
	Iteration 34Q: 3 clusters Score -1652272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1652275.125000 Penalty: 4642.073730
	Iteration 35Q: 3 clusters Score -1652275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1652275.125000 Penalty: 4642.073730
	Iteration 36F: 3 clusters Score -1652275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Entering Unmasked Estep 
Score: -2500175.750000 Penalty: 2425.795410
	Iteration 0F: 2 clusters Score -2500176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -2487535.000000 Penalty: 4851.590820
	Iteration 0F: 3 clusters Score -2487535 nChanged 7762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -2491757.750000 Penalty: 4851.590820
	Iteration 1F: 3 clusters Score -2491758 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2492118.750000 Penalty: 4851.590820
	Iteration 2F: 3 clusters Score -2492119 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -2492393.000000 Penalty: 4851.590820
	Iteration 3Q: 3 clusters Score -2492393 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -2492586.000000 Penalty: 4851.590820
	Iteration 4Q: 3 clusters Score -2492586 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2492773.250000 Penalty: 4851.590820
	Iteration 5Q: 3 clusters Score -2492773 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -2492922.500000 Penalty: 4851.590820
	Iteration 6Q: 3 clusters Score -2492922 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -2493075.500000 Penalty: 4851.590820
	Iteration 7Q: 3 clusters Score -2493076 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -2493272.000000 Penalty: 4851.590820
	Iteration 8Q: 3 clusters Score -2493272 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -2493503.750000 Penalty: 4851.590820
	Iteration 9Q: 3 clusters Score -2493504 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -2493753.500000 Penalty: 4851.590820
	Iteration 10Q: 3 clusters Score -2493754 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -2494040.750000 Penalty: 4851.590820
	Iteration 11Q: 3 clusters Score -2494041 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2494411.250000 Penalty: 4851.590820
	Iteration 12Q: 3 clusters Score -2494411 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -2494756.500000 Penalty: 4851.590820
	Iteration 13Q: 3 clusters Score -2494756 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -2495066.000000 Penalty: 4851.590820
	Iteration 14Q: 3 clusters Score -2495066 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -2495249.000000 Penalty: 4851.590820
	Iteration 15Q: 3 clusters Score -2495249 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -2495385.000000 Penalty: 4851.590820
	Iteration 16Q: 3 clusters Score -2495385 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -2495488.500000 Penalty: 4851.590820
	Iteration 17Q: 3 clusters Score -2495488 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -2495584.000000 Penalty: 4851.590820
	Iteration 18Q: 3 clusters Score -2495584 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -2495627.000000 Penalty: 4851.590820
	Iteration 19Q: 3 clusters Score -2495627 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -2495693.000000 Penalty: 4851.590820
	Iteration 20F: 3 clusters Score -2495693 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -2495747.500000 Penalty: 4851.590820
	Iteration 21Q: 3 clusters Score -2495748 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -2495776.750000 Penalty: 4851.590820
	Iteration 22Q: 3 clusters Score -2495777 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -2495801.500000 Penalty: 4851.590820
	Iteration 23Q: 3 clusters Score -2495802 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -2495845.500000 Penalty: 4851.590820
	Iteration 24Q: 3 clusters Score -2495846 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -2495861.500000 Penalty: 4851.590820
	Iteration 25Q: 3 clusters Score -2495862 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -2495891.500000 Penalty: 4851.590820
	Iteration 26Q: 3 clusters Score -2495892 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -2495916.500000 Penalty: 4851.590820
	Iteration 27Q: 3 clusters Score -2495916 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -2495937.250000 Penalty: 4851.590820
	Iteration 28Q: 3 clusters Score -2495937 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -2495980.500000 Penalty: 4851.590820
	Iteration 29Q: 3 clusters Score -2495980 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -2496010.250000 Penalty: 4851.590820
	Iteration 30Q: 3 clusters Score -2496010 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -2496047.750000 Penalty: 4851.590820
	Iteration 31Q: 3 clusters Score -2496048 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2496101.000000 Penalty: 4851.590820
	Iteration 32Q: 3 clusters Score -2496101 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -2496144.000000 Penalty: 4851.590820
	Iteration 33Q: 3 clusters Score -2496144 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -2496198.750000 Penalty: 4851.590820
	Iteration 34Q: 3 clusters Score -2496199 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -2496239.500000 Penalty: 4851.590820
	Iteration 35Q: 3 clusters Score -2496240 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -2496289.250000 Penalty: 4851.590820
	Iteration 36Q: 3 clusters Score -2496289 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -2496336.500000 Penalty: 4851.590820
	Iteration 37Q: 3 clusters Score -2496336 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2496390.250000 Penalty: 4851.590820
	Iteration 38Q: 3 clusters Score -2496390 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -2496438.750000 Penalty: 4851.590820
	Iteration 39Q: 3 clusters Score -2496439 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -2496502.500000 Penalty: 4851.590820
	Iteration 40F: 3 clusters Score -2496502 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2496554.250000 Penalty: 4851.590820
	Iteration 41Q: 3 clusters Score -2496554 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2496616.250000 Penalty: 4851.590820
	Iteration 42Q: 3 clusters Score -2496616 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2496696.500000 Penalty: 4851.590820
	Iteration 43Q: 3 clusters Score -2496696 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2496770.500000 Penalty: 4851.590820
	Iteration 44Q: 3 clusters Score -2496770 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2496869.000000 Penalty: 4851.590820
	Iteration 45Q: 3 clusters Score -2496869 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2496951.500000 Penalty: 4851.590820
	Iteration 46Q: 3 clusters Score -2496952 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2497044.750000 Penalty: 4851.590820
	Iteration 47Q: 3 clusters Score -2497045 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2497132.000000 Penalty: 4851.590820
	Iteration 48Q: 3 clusters Score -2497132 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2497227.750000 Penalty: 4851.590820
	Iteration 49Q: 3 clusters Score -2497228 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2497323.000000 Penalty: 4851.590820
	Iteration 50Q: 3 clusters Score -2497323 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2497407.750000 Penalty: 4851.590820
	Iteration 51Q: 3 clusters Score -2497408 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2497482.750000 Penalty: 4851.590820
	Iteration 52Q: 3 clusters Score -2497483 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2497568.500000 Penalty: 4851.590820
	Iteration 53Q: 3 clusters Score -2497568 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2497638.250000 Penalty: 4851.590820
	Iteration 54Q: 3 clusters Score -2497638 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2497721.750000 Penalty: 4851.590820
	Iteration 55Q: 3 clusters Score -2497722 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2497787.500000 Penalty: 4851.590820
	Iteration 56Q: 3 clusters Score -2497788 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2497841.500000 Penalty: 4851.590820
	Iteration 57Q: 3 clusters Score -2497842 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2497877.250000 Penalty: 4851.590820
	Iteration 58Q: 3 clusters Score -2497877 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2497906.500000 Penalty: 4851.590820
	Iteration 59Q: 3 clusters Score -2497906 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2497939.750000 Penalty: 4851.590820
	Iteration 60F: 3 clusters Score -2497940 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2497966.250000 Penalty: 4851.590820
	Iteration 61Q: 3 clusters Score -2497966 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2497988.000000 Penalty: 4851.590820
	Iteration 62Q: 3 clusters Score -2497988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2498002.000000 Penalty: 4851.590820
	Iteration 63Q: 3 clusters Score -2498002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2498008.250000 Penalty: 4851.590820
	Iteration 64Q: 3 clusters Score -2498008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2498015.000000 Penalty: 4851.590820
	Iteration 65Q: 3 clusters Score -2498015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2498014.500000 Penalty: 4851.590820
	Iteration 66Q: 3 clusters Score -2498014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2498020.750000 Penalty: 4851.590820
	Iteration 67Q: 3 clusters Score -2498021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2498020.500000 Penalty: 4851.590820
	Iteration 68Q: 3 clusters Score -2498020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2498021.750000 Penalty: 4851.590820
	Iteration 69Q: 3 clusters Score -2498022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2498023.000000 Penalty: 4851.590820
	Iteration 70Q: 3 clusters Score -2498023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2498025.500000 Penalty: 4851.590820
	Iteration 71Q: 3 clusters Score -2498026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2498025.500000 Penalty: 4851.590820
	Iteration 72F: 3 clusters Score -2498026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (32842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32842 members 
Entering Unmasked Estep 
Score: -4663139.500000 Penalty: 2579.066895
	Iteration 0F: 2 clusters Score -4663140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -4640847.500000 Penalty: 5158.133789
	Iteration 0F: 3 clusters Score -4640848 nChanged 14829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -4648805.500000 Penalty: 5158.133789
	Iteration 1F: 3 clusters Score -4648806 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -4649216.000000 Penalty: 5158.133789
	Iteration 2Q: 3 clusters Score -4649216 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -4649597.000000 Penalty: 5158.133789
	Iteration 3Q: 3 clusters Score -4649597 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -4649871.500000 Penalty: 5158.133789
	Iteration 4Q: 3 clusters Score -4649872 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -4650139.000000 Penalty: 5158.133789
	Iteration 5Q: 3 clusters Score -4650139 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -4650417.500000 Penalty: 5158.133789
	Iteration 6Q: 3 clusters Score -4650418 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -4650739.500000 Penalty: 5158.133789
	Iteration 7Q: 3 clusters Score -4650740 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -4651102.000000 Penalty: 5158.133789
	Iteration 8Q: 3 clusters Score -4651102 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -4651624.000000 Penalty: 5158.133789
	Iteration 9Q: 3 clusters Score -4651624 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -4652384.000000 Penalty: 5158.133789
	Iteration 10Q: 3 clusters Score -4652384 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -4653415.000000 Penalty: 5158.133789
	Iteration 11F: 3 clusters Score -4653415 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -4654713.500000 Penalty: 5158.133789
	Iteration 12F: 3 clusters Score -4654714 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -4656164.000000 Penalty: 5158.133789
	Iteration 13F: 3 clusters Score -4656164 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -4657483.000000 Penalty: 5158.133789
	Iteration 14Q: 3 clusters Score -4657483 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -4658408.000000 Penalty: 5158.133789
	Iteration 15Q: 3 clusters Score -4658408 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -4659118.000000 Penalty: 5158.133789
	Iteration 16Q: 3 clusters Score -4659118 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -4659612.000000 Penalty: 5158.133789
	Iteration 17Q: 3 clusters Score -4659612 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -4659934.500000 Penalty: 5158.133789
	Iteration 18Q: 3 clusters Score -4659934 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -4660160.000000 Penalty: 5158.133789
	Iteration 19Q: 3 clusters Score -4660160 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -4660315.000000 Penalty: 5158.133789
	Iteration 20F: 3 clusters Score -4660315 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -4660436.500000 Penalty: 5158.133789
	Iteration 21Q: 3 clusters Score -4660436 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -4660535.000000 Penalty: 5158.133789
	Iteration 22Q: 3 clusters Score -4660535 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -4660598.500000 Penalty: 5158.133789
	Iteration 23Q: 3 clusters Score -4660598 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30869 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -4660661.500000 Penalty: 5158.133789
	Iteration 24Q: 3 clusters Score -4660662 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -4660695.000000 Penalty: 5158.133789
	Iteration 25Q: 3 clusters Score -4660695 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -4660744.000000 Penalty: 5158.133789
	Iteration 26Q: 3 clusters Score -4660744 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31147 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -4660782.500000 Penalty: 5158.133789
	Iteration 27Q: 3 clusters Score -4660782 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -4660804.500000 Penalty: 5158.133789
	Iteration 28Q: 3 clusters Score -4660804 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4660830.000000 Penalty: 5158.133789
	Iteration 29Q: 3 clusters Score -4660830 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -4660846.000000 Penalty: 5158.133789
	Iteration 30Q: 3 clusters Score -4660846 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -4660880.500000 Penalty: 5158.133789
	Iteration 31Q: 3 clusters Score -4660880 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4660906.000000 Penalty: 5158.133789
	Iteration 32Q: 3 clusters Score -4660906 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -4660914.500000 Penalty: 5158.133789
	Iteration 33Q: 3 clusters Score -4660914 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4660926.500000 Penalty: 5158.133789
	Iteration 34Q: 3 clusters Score -4660926 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -4660942.500000 Penalty: 5158.133789
	Iteration 35Q: 3 clusters Score -4660942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4660951.500000 Penalty: 5158.133789
	Iteration 36Q: 3 clusters Score -4660952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4660955.500000 Penalty: 5158.133789
	Iteration 37Q: 3 clusters Score -4660956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4660961.500000 Penalty: 5158.133789
	Iteration 38Q: 3 clusters Score -4660962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4660958.000000 Penalty: 5158.133789
	Iteration 39Q: 3 clusters Score -4660958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4660962.500000 Penalty: 5158.133789
	Iteration 40F: 3 clusters Score -4660962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4660961.000000 Penalty: 5158.133789
	Iteration 41Q: 3 clusters Score -4660961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4660954.500000 Penalty: 5158.133789
	Iteration 42Q: 3 clusters Score -4660954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4660961.000000 Penalty: 5158.133789
	Iteration 43Q: 3 clusters Score -4660961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4660959.500000 Penalty: 5158.133789
	Iteration 44Q: 3 clusters Score -4660960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4660957.000000 Penalty: 5158.133789
	Iteration 45Q: 3 clusters Score -4660957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4660960.500000 Penalty: 5158.133789
	Iteration 46Q: 3 clusters Score -4660960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4660963.500000 Penalty: 5158.133789
	Iteration 47Q: 3 clusters Score -4660964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4660964.000000 Penalty: 5158.133789
	Iteration 48Q: 3 clusters Score -4660964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -4660970.500000 Penalty: 5158.133789
	Iteration 49Q: 3 clusters Score -4660970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4660960.000000 Penalty: 5158.133789
	Iteration 50Q: 3 clusters Score -4660960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4660969.000000 Penalty: 5158.133789
	Iteration 51Q: 3 clusters Score -4660969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4660973.500000 Penalty: 5158.133789
	Iteration 52Q: 3 clusters Score -4660974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4660973.500000 Penalty: 5158.133789
	Iteration 53F: 3 clusters Score -4660974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Entering Unmasked Estep 
Score: -541961.250000 Penalty: 2052.545898
	Iteration 0F: 2 clusters Score -541961.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -538147.312500 Penalty: 4105.091797
	Iteration 0F: 3 clusters Score -538147.3 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -539074.312500 Penalty: 4105.091797
	Iteration 1F: 3 clusters Score -539074.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -539271.625000 Penalty: 4105.091797
	Iteration 2F: 3 clusters Score -539271.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -539392.875000 Penalty: 4105.091797
	Iteration 3Q: 3 clusters Score -539392.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -539472.625000 Penalty: 4105.091797
	Iteration 4Q: 3 clusters Score -539472.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -539535.187500 Penalty: 4105.091797
	Iteration 5Q: 3 clusters Score -539535.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -539591.875000 Penalty: 4105.091797
	Iteration 6Q: 3 clusters Score -539591.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -539643.187500 Penalty: 4105.091797
	Iteration 7Q: 3 clusters Score -539643.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -539702.687500 Penalty: 4105.091797
	Iteration 8Q: 3 clusters Score -539702.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -539776.250000 Penalty: 4105.091797
	Iteration 9Q: 3 clusters Score -539776.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -539867.562500 Penalty: 4105.091797
	Iteration 10Q: 3 clusters Score -539867.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -539966.062500 Penalty: 4105.091797
	Iteration 11Q: 3 clusters Score -539966.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -540048.937500 Penalty: 4105.091797
	Iteration 12Q: 3 clusters Score -540048.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -540132.312500 Penalty: 4105.091797
	Iteration 13Q: 3 clusters Score -540132.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -540212.500000 Penalty: 4105.091797
	Iteration 14Q: 3 clusters Score -540212.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -540314.875000 Penalty: 4105.091797
	Iteration 15Q: 3 clusters Score -540314.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -540405.750000 Penalty: 4105.091797
	Iteration 16Q: 3 clusters Score -540405.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -540475.625000 Penalty: 4105.091797
	Iteration 17Q: 3 clusters Score -540475.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -540529.812500 Penalty: 4105.091797
	Iteration 18Q: 3 clusters Score -540529.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -540576.000000 Penalty: 4105.091797
	Iteration 19Q: 3 clusters Score -540576 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -540608.125000 Penalty: 4105.091797
	Iteration 20F: 3 clusters Score -540608.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -540632.625000 Penalty: 4105.091797
	Iteration 21Q: 3 clusters Score -540632.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -540649.375000 Penalty: 4105.091797
	Iteration 22Q: 3 clusters Score -540649.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -540664.312500 Penalty: 4105.091797
	Iteration 23Q: 3 clusters Score -540664.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -540675.500000 Penalty: 4105.091797
	Iteration 24Q: 3 clusters Score -540675.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -540684.375000 Penalty: 4105.091797
	Iteration 25Q: 3 clusters Score -540684.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -540689.625000 Penalty: 4105.091797
	Iteration 26Q: 3 clusters Score -540689.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -540694.187500 Penalty: 4105.091797
	Iteration 27Q: 3 clusters Score -540694.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -540695.875000 Penalty: 4105.091797
	Iteration 28Q: 3 clusters Score -540695.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -540698.312500 Penalty: 4105.091797
	Iteration 29Q: 3 clusters Score -540698.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -540698.875000 Penalty: 4105.091797
	Iteration 30Q: 3 clusters Score -540698.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -540701.187500 Penalty: 4105.091797
	Iteration 31Q: 3 clusters Score -540701.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -540703.312500 Penalty: 4105.091797
	Iteration 32Q: 3 clusters Score -540703.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -540704.062500 Penalty: 4105.091797
	Iteration 33Q: 3 clusters Score -540704.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -540704.312500 Penalty: 4105.091797
	Iteration 34Q: 3 clusters Score -540704.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -540705.750000 Penalty: 4105.091797
	Iteration 35Q: 3 clusters Score -540705.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -540706.375000 Penalty: 4105.091797
	Iteration 36Q: 3 clusters Score -540706.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -540707.437500 Penalty: 4105.091797
	Iteration 37Q: 3 clusters Score -540707.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -540707.875000 Penalty: 4105.091797
	Iteration 38Q: 3 clusters Score -540707.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -540709.000000 Penalty: 4105.091797
	Iteration 39Q: 3 clusters Score -540709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -540709.000000 Penalty: 4105.091797
	Iteration 40F: 3 clusters Score -540709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -51424.773438 Penalty: 1504.394897
	Iteration 0F: 2 clusters Score -51424.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50029.726562 Penalty: 3008.789795
	Iteration 0F: 3 clusters Score -50029.73 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -50240.382812 Penalty: 3008.789795
	Iteration 1F: 3 clusters Score -50240.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -50370.132812 Penalty: 3008.789795
	Iteration 2F: 3 clusters Score -50370.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -50434.875000 Penalty: 3008.789795
	Iteration 3Q: 3 clusters Score -50434.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -50490.503906 Penalty: 3008.789795
	Iteration 4Q: 3 clusters Score -50490.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -50544.703125 Penalty: 3008.789795
	Iteration 5Q: 3 clusters Score -50544.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -50613.816406 Penalty: 3008.789795
	Iteration 6Q: 3 clusters Score -50613.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -50694.816406 Penalty: 3008.789795
	Iteration 7Q: 3 clusters Score -50694.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -50777.382812 Penalty: 3008.789795
	Iteration 8Q: 3 clusters Score -50777.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -50944.207031 Penalty: 3008.789795
	Iteration 9Q: 3 clusters Score -50944.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -51118.113281 Penalty: 3008.789795
	Iteration 10Q: 3 clusters Score -51118.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -51213.234375 Penalty: 3008.789795
	Iteration 11Q: 3 clusters Score -51213.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -51272.156250 Penalty: 3008.789795
	Iteration 12Q: 3 clusters Score -51272.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -51310.683594 Penalty: 3008.789795
	Iteration 13Q: 3 clusters Score -51310.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -51330.121094 Penalty: 3008.789795
	Iteration 14Q: 3 clusters Score -51330.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -51330.121094 Penalty: 3008.789795
	Iteration 15F: 3 clusters Score -51330.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -32784.636719 Penalty: 1428.988770
	Iteration 0F: 2 clusters Score -32784.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -31538.255859 Penalty: 2857.977539
	Iteration 0F: 3 clusters Score -31538.26 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31888.005859 Penalty: 2857.977539
	Iteration 1F: 3 clusters Score -31888.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -31999.451172 Penalty: 2857.977539
	Iteration 2F: 3 clusters Score -31999.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32098.904297 Penalty: 2857.977539
	Iteration 3F: 3 clusters Score -32098.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -32223.134766 Penalty: 2857.977539
	Iteration 4Q: 3 clusters Score -32223.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -32331.365234 Penalty: 2857.977539
	Iteration 5Q: 3 clusters Score -32331.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -32421.988281 Penalty: 2857.977539
	Iteration 6F: 3 clusters Score -32421.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -32497.197266 Penalty: 2857.977539
	Iteration 7Q: 3 clusters Score -32497.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -32576.140625 Penalty: 2857.977539
	Iteration 8Q: 3 clusters Score -32576.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -32605.597656 Penalty: 2857.977539
	Iteration 9Q: 3 clusters Score -32605.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -32605.597656 Penalty: 2857.977539
	Iteration 10F: 3 clusters Score -32605.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -81107.156250 Penalty: 1589.315186
	Iteration 0F: 2 clusters Score -81107.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -79504.117188 Penalty: 3178.630371
	Iteration 0F: 3 clusters Score -79504.12 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -79694.609375 Penalty: 3178.630371
	Iteration 1F: 3 clusters Score -79694.61 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -79787.789062 Penalty: 3178.630371
	Iteration 2F: 3 clusters Score -79787.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -79835.406250 Penalty: 3178.630371
	Iteration 3Q: 3 clusters Score -79835.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -79856.968750 Penalty: 3178.630371
	Iteration 4Q: 3 clusters Score -79856.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -79866.945312 Penalty: 3178.630371
	Iteration 5Q: 3 clusters Score -79866.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -79872.976562 Penalty: 3178.630371
	Iteration 6Q: 3 clusters Score -79872.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -79874.023438 Penalty: 3178.630371
	Iteration 7Q: 3 clusters Score -79874.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -79874.023438 Penalty: 3178.630371
	Iteration 8F: 3 clusters Score -79874.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -66283.562500 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -66283.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -64750.687500 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -64750.69 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -65069.964844 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -65069.96 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -65225.488281 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -65225.49 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -65387.679688 Penalty: 3152.629395
	Iteration 3Q: 3 clusters Score -65387.68 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -65587.289062 Penalty: 3152.629395
	Iteration 4F: 3 clusters Score -65587.29 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -65972.593750 Penalty: 3152.629395
	Iteration 5F: 3 clusters Score -65972.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -66101.132812 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -66101.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -66198.476562 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -66198.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -66275.570312 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -66275.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -66368.570312 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -66368.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -66440.328125 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -66440.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -66504.742188 Penalty: 3152.629395
	Iteration 11Q: 3 clusters Score -66504.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -66534.429688 Penalty: 3152.629395
	Iteration 12Q: 3 clusters Score -66534.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -66538.945312 Penalty: 3152.629395
	Iteration 13Q: 3 clusters Score -66538.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -66540.765625 Penalty: 3152.629395
	Iteration 14Q: 3 clusters Score -66540.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -66542.726562 Penalty: 3152.629395
	Iteration 15Q: 3 clusters Score -66542.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -66544.750000 Penalty: 3152.629395
	Iteration 16Q: 3 clusters Score -66544.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -66549.179688 Penalty: 3152.629395
	Iteration 17Q: 3 clusters Score -66549.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -66551.164062 Penalty: 3152.629395
	Iteration 18Q: 3 clusters Score -66551.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -66556.445312 Penalty: 3152.629395
	Iteration 19Q: 3 clusters Score -66556.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -66558.203125 Penalty: 3152.629395
	Iteration 20F: 3 clusters Score -66558.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27649 members 
Mstep: Class 4 contains 9034 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87876 members 
Mstep: Class 7 contains 18714 members 
Mstep: Class 8 contains 126454 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 166036 members 
Mstep: Class 13 contains 65752 members 
Mstep: Class 14 contains 33525 members 
Mstep: Class 15 contains 14396 members 
Mstep: Class 16 contains 176283 members 
Mstep: Class 17 contains 11603 members 
Mstep: Class 18 contains 17702 members 
Mstep: Class 19 contains 32842 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 158329 members 
Mstep: Class 26 contains 554 members 
Mstep: Class 27 contains 274 members 
Entering Unmasked Estep 
Score: -132702912.000000 Penalty: 92242.843750
Splitting cluster 24 changes total score from -132704576.000000 to -132702912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (158329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158329 members 
Entering Unmasked Estep 
Score: -22128228.000000 Penalty: 2969.162598
	Iteration 0F: 2 clusters Score -2.212823e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79084 members 
Mstep: Class 2 contains 79245 members 
Entering Unmasked Estep 
Score: -22025392.000000 Penalty: 5938.325195
	Iteration 0F: 3 clusters Score -2.202539e+07 nChanged 75858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78366 members 
Mstep: Class 2 contains 79963 members 
Entering Unmasked Estep 
Score: -22069642.000000 Penalty: 5938.325195
	Iteration 1F: 3 clusters Score -2.206964e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78163 members 
Mstep: Class 2 contains 80166 members 
Entering Unmasked Estep 
Score: -22070652.000000 Penalty: 5938.325195
	Iteration 2Q: 3 clusters Score -2.207065e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77927 members 
Mstep: Class 2 contains 80402 members 
Entering Unmasked Estep 
Score: -22072130.000000 Penalty: 5938.325195
	Iteration 3Q: 3 clusters Score -2.207213e+07 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77593 members 
Mstep: Class 2 contains 80736 members 
Entering Unmasked Estep 
Score: -22073954.000000 Penalty: 5938.325195
	Iteration 4Q: 3 clusters Score -2.207395e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77331 members 
Mstep: Class 2 contains 80998 members 
Entering Unmasked Estep 
Score: -22076548.000000 Penalty: 5938.325195
	Iteration 5Q: 3 clusters Score -2.207655e+07 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77388 members 
Mstep: Class 2 contains 80941 members 
Entering Unmasked Estep 
Score: -22080052.000000 Penalty: 5938.325195
	Iteration 6Q: 3 clusters Score -2.208005e+07 nChanged 8383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77979 members 
Mstep: Class 2 contains 80350 members 
Entering Unmasked Estep 
Score: -22084760.000000 Penalty: 5938.325195
	Iteration 7F: 3 clusters Score -2.208476e+07 nChanged 9746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79531 members 
Mstep: Class 2 contains 78798 members 
Entering Unmasked Estep 
Score: -22091792.000000 Penalty: 5938.325195
	Iteration 8F: 3 clusters Score -2.209179e+07 nChanged 10666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81983 members 
Mstep: Class 2 contains 76346 members 
Entering Unmasked Estep 
Score: -22100250.000000 Penalty: 5938.325195
	Iteration 9F: 3 clusters Score -2.210025e+07 nChanged 10100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84777 members 
Mstep: Class 2 contains 73552 members 
Entering Unmasked Estep 
Score: -22107258.000000 Penalty: 5938.325195
	Iteration 10F: 3 clusters Score -2.210726e+07 nChanged 7405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87364 members 
Mstep: Class 2 contains 70965 members 
Entering Unmasked Estep 
Score: -22110780.000000 Penalty: 5938.325195
	Iteration 11Q: 3 clusters Score -2.211078e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89618 members 
Mstep: Class 2 contains 68711 members 
Entering Unmasked Estep 
Score: -22112312.000000 Penalty: 5938.325195
	Iteration 12Q: 3 clusters Score -2.211231e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91988 members 
Mstep: Class 2 contains 66341 members 
Entering Unmasked Estep 
Score: -22113454.000000 Penalty: 5938.325195
	Iteration 13Q: 3 clusters Score -2.211345e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94373 members 
Mstep: Class 2 contains 63956 members 
Entering Unmasked Estep 
Score: -22114400.000000 Penalty: 5938.325195
	Iteration 14Q: 3 clusters Score -2.21144e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96846 members 
Mstep: Class 2 contains 61483 members 
Entering Unmasked Estep 
Score: -22115474.000000 Penalty: 5938.325195
	Iteration 15Q: 3 clusters Score -2.211547e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99611 members 
Mstep: Class 2 contains 58718 members 
Entering Unmasked Estep 
Score: -22116448.000000 Penalty: 5938.325195
	Iteration 16Q: 3 clusters Score -2.211645e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102449 members 
Mstep: Class 2 contains 55880 members 
Entering Unmasked Estep 
Score: -22117106.000000 Penalty: 5938.325195
	Iteration 17Q: 3 clusters Score -2.211711e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105532 members 
Mstep: Class 2 contains 52797 members 
Entering Unmasked Estep 
Score: -22117716.000000 Penalty: 5938.325195
	Iteration 18Q: 3 clusters Score -2.211772e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108837 members 
Mstep: Class 2 contains 49492 members 
Entering Unmasked Estep 
Score: -22118208.000000 Penalty: 5938.325195
	Iteration 19Q: 3 clusters Score -2.211821e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112353 members 
Mstep: Class 2 contains 45976 members 
Entering Unmasked Estep 
Score: -22118788.000000 Penalty: 5938.325195
	Iteration 20F: 3 clusters Score -2.211879e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116002 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
Score: -22119170.000000 Penalty: 5938.325195
	Iteration 21Q: 3 clusters Score -2.211917e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120067 members 
Mstep: Class 2 contains 38262 members 
Entering Unmasked Estep 
Score: -22119752.000000 Penalty: 5938.325195
	Iteration 22Q: 3 clusters Score -2.211975e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124132 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -22119900.000000 Penalty: 5938.325195
	Iteration 23Q: 3 clusters Score -2.21199e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128507 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -22120468.000000 Penalty: 5938.325195
	Iteration 24Q: 3 clusters Score -2.212047e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132814 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -22121104.000000 Penalty: 5938.325195
	Iteration 25Q: 3 clusters Score -2.21211e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136953 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -22121786.000000 Penalty: 5938.325195
	Iteration 26Q: 3 clusters Score -2.212179e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140910 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -22122482.000000 Penalty: 5938.325195
	Iteration 27Q: 3 clusters Score -2.212248e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144375 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -22123156.000000 Penalty: 5938.325195
	Iteration 28Q: 3 clusters Score -2.212316e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147382 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -22123638.000000 Penalty: 5938.325195
	Iteration 29Q: 3 clusters Score -2.212364e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149850 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -22124238.000000 Penalty: 5938.325195
	Iteration 30Q: 3 clusters Score -2.212424e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151631 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -22124612.000000 Penalty: 5938.325195
	Iteration 31Q: 3 clusters Score -2.212461e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152725 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -22124742.000000 Penalty: 5938.325195
	Iteration 32Q: 3 clusters Score -2.212474e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153352 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -22124774.000000 Penalty: 5938.325195
	Iteration 33Q: 3 clusters Score -2.212477e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153731 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -22124856.000000 Penalty: 5938.325195
	Iteration 34Q: 3 clusters Score -2.212486e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153948 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -22124894.000000 Penalty: 5938.325195
	Iteration 35Q: 3 clusters Score -2.212489e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154081 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -22124876.000000 Penalty: 5938.325195
	Iteration 36Q: 3 clusters Score -2.212488e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154152 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -22124870.000000 Penalty: 5938.325195
	Iteration 37Q: 3 clusters Score -2.212487e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154205 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -22124874.000000 Penalty: 5938.325195
	Iteration 38Q: 3 clusters Score -2.212487e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154243 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -22124874.000000 Penalty: 5938.325195
	Iteration 39Q: 3 clusters Score -2.212487e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154277 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -22125382.000000 Penalty: 5938.325195
	Iteration 40F: 3 clusters Score -2.212538e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155337 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -22125804.000000 Penalty: 5938.325195
	Iteration 41Q: 3 clusters Score -2.21258e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156057 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -22126070.000000 Penalty: 5938.325195
	Iteration 42Q: 3 clusters Score -2.212607e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156498 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -22126160.000000 Penalty: 5938.325195
	Iteration 43Q: 3 clusters Score -2.212616e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156795 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -22126298.000000 Penalty: 5938.325195
	Iteration 44Q: 3 clusters Score -2.21263e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156997 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -22126278.000000 Penalty: 5938.325195
	Iteration 45Q: 3 clusters Score -2.212628e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157145 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -22126334.000000 Penalty: 5938.325195
	Iteration 46Q: 3 clusters Score -2.212633e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157243 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -22126364.000000 Penalty: 5938.325195
	Iteration 47Q: 3 clusters Score -2.212636e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157315 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -22126378.000000 Penalty: 5938.325195
	Iteration 48Q: 3 clusters Score -2.212638e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157372 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -22126372.000000 Penalty: 5938.325195
	Iteration 49Q: 3 clusters Score -2.212637e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157416 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -22126372.000000 Penalty: 5938.325195
	Iteration 50Q: 3 clusters Score -2.212637e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157453 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -22126368.000000 Penalty: 5938.325195
	Iteration 51Q: 3 clusters Score -2.212637e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157494 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -22126330.000000 Penalty: 5938.325195
	Iteration 52Q: 3 clusters Score -2.212633e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157526 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -22126352.000000 Penalty: 5938.325195
	Iteration 53Q: 3 clusters Score -2.212635e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157551 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -22126378.000000 Penalty: 5938.325195
	Iteration 54Q: 3 clusters Score -2.212638e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157571 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -22126386.000000 Penalty: 5938.325195
	Iteration 55Q: 3 clusters Score -2.212639e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157591 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -22126404.000000 Penalty: 5938.325195
	Iteration 56Q: 3 clusters Score -2.21264e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157600 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -22126414.000000 Penalty: 5938.325195
	Iteration 57Q: 3 clusters Score -2.212641e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157609 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -22126400.000000 Penalty: 5938.325195
	Iteration 58Q: 3 clusters Score -2.21264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157615 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -22126400.000000 Penalty: 5938.325195
	Iteration 59Q: 3 clusters Score -2.21264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157621 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -22126424.000000 Penalty: 5938.325195
	Iteration 60F: 3 clusters Score -2.212642e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157623 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -22126422.000000 Penalty: 5938.325195
	Iteration 61Q: 3 clusters Score -2.212642e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157633 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -22126432.000000 Penalty: 5938.325195
	Iteration 62Q: 3 clusters Score -2.212643e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157646 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -22126434.000000 Penalty: 5938.325195
	Iteration 63Q: 3 clusters Score -2.212643e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157657 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -22126454.000000 Penalty: 5938.325195
	Iteration 64Q: 3 clusters Score -2.212645e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157666 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -22126454.000000 Penalty: 5938.325195
	Iteration 65Q: 3 clusters Score -2.212645e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157675 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -22126460.000000 Penalty: 5938.325195
	Iteration 66Q: 3 clusters Score -2.212646e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157679 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -22126476.000000 Penalty: 5938.325195
	Iteration 67Q: 3 clusters Score -2.212648e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157680 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -22126462.000000 Penalty: 5938.325195
	Iteration 68Q: 3 clusters Score -2.212646e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157693 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -22126472.000000 Penalty: 5938.325195
	Iteration 69Q: 3 clusters Score -2.212647e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157704 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -22126474.000000 Penalty: 5938.325195
	Iteration 70Q: 3 clusters Score -2.212647e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157717 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -22126474.000000 Penalty: 5938.325195
	Iteration 71Q: 3 clusters Score -2.212647e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157723 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -22126450.000000 Penalty: 5938.325195
	Iteration 72Q: 3 clusters Score -2.212645e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157725 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -22126460.000000 Penalty: 5938.325195
	Iteration 73Q: 3 clusters Score -2.212646e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157734 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -22126456.000000 Penalty: 5938.325195
	Iteration 74Q: 3 clusters Score -2.212646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157735 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -22126456.000000 Penalty: 5938.325195
	Iteration 75Q: 3 clusters Score -2.212646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157740 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -22126460.000000 Penalty: 5938.325195
	Iteration 76Q: 3 clusters Score -2.212646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157742 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -22126454.000000 Penalty: 5938.325195
	Iteration 77Q: 3 clusters Score -2.212645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157742 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -22126452.000000 Penalty: 5938.325195
	Iteration 78Q: 3 clusters Score -2.212645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157741 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -22126462.000000 Penalty: 5938.325195
	Iteration 79Q: 3 clusters Score -2.212646e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157741 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -22126462.000000 Penalty: 5938.325195
	Iteration 80F: 3 clusters Score -2.212646e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -63989.636719 Penalty: 1566.656860
	Iteration 0F: 2 clusters Score -63989.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -62452.011719 Penalty: 3133.313721
	Iteration 0F: 3 clusters Score -62452.01 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -62799.890625 Penalty: 3133.313721
	Iteration 1F: 3 clusters Score -62799.89 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -62979.417969 Penalty: 3133.313721
	Iteration 2F: 3 clusters Score -62979.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -63055.640625 Penalty: 3133.313721
	Iteration 3Q: 3 clusters Score -63055.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -63140.812500 Penalty: 3133.313721
	Iteration 4Q: 3 clusters Score -63140.81 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -63290.636719 Penalty: 3133.313721
	Iteration 5Q: 3 clusters Score -63290.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -63490.281250 Penalty: 3133.313721
	Iteration 6Q: 3 clusters Score -63490.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -63571.574219 Penalty: 3133.313721
	Iteration 7Q: 3 clusters Score -63571.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -63622.890625 Penalty: 3133.313721
	Iteration 8Q: 3 clusters Score -63622.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -63693.222656 Penalty: 3133.313721
	Iteration 9Q: 3 clusters Score -63693.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -63744.476562 Penalty: 3133.313721
	Iteration 10Q: 3 clusters Score -63744.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -63772.421875 Penalty: 3133.313721
	Iteration 11Q: 3 clusters Score -63772.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -63805.250000 Penalty: 3133.313721
	Iteration 12Q: 3 clusters Score -63805.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -63824.230469 Penalty: 3133.313721
	Iteration 13Q: 3 clusters Score -63824.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -63832.902344 Penalty: 3133.313721
	Iteration 14Q: 3 clusters Score -63832.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -63837.371094 Penalty: 3133.313721
	Iteration 15Q: 3 clusters Score -63837.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -63839.082031 Penalty: 3133.313721
	Iteration 16Q: 3 clusters Score -63839.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -63841.605469 Penalty: 3133.313721
	Iteration 17F: 3 clusters Score -63841.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -63862.011719 Penalty: 3133.313721
	Iteration 18Q: 3 clusters Score -63862.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -63916.433594 Penalty: 3133.313721
	Iteration 19Q: 3 clusters Score -63916.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -63921.812500 Penalty: 3133.313721
	Iteration 20F: 3 clusters Score -63921.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27649 members 
Mstep: Class 4 contains 9034 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87876 members 
Mstep: Class 7 contains 18714 members 
Mstep: Class 8 contains 126454 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 166036 members 
Mstep: Class 13 contains 65752 members 
Mstep: Class 14 contains 33525 members 
Mstep: Class 15 contains 14396 members 
Mstep: Class 16 contains 176283 members 
Mstep: Class 17 contains 11603 members 
Mstep: Class 18 contains 17702 members 
Mstep: Class 19 contains 32842 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 158329 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704520.000000 Penalty: 88826.445312
Iteration 439Q: 27 clusters Score -1.327045e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27652 members 
Mstep: Class 4 contains 9032 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87873 members 
Mstep: Class 7 contains 18714 members 
Mstep: Class 8 contains 126456 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 165987 members 
Mstep: Class 13 contains 65752 members 
Mstep: Class 14 contains 33528 members 
Mstep: Class 15 contains 14399 members 
Mstep: Class 16 contains 176278 members 
Mstep: Class 17 contains 11602 members 
Mstep: Class 18 contains 17702 members 
Mstep: Class 19 contains 32845 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 158376 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704568.000000 Penalty: 88826.445312
Iteration 440F: 27 clusters Score -1.327046e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27652 members 
Mstep: Class 4 contains 9032 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87874 members 
Mstep: Class 7 contains 18714 members 
Mstep: Class 8 contains 126455 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 165956 members 
Mstep: Class 13 contains 65752 members 
Mstep: Class 14 contains 33531 members 
Mstep: Class 15 contains 14401 members 
Mstep: Class 16 contains 176275 members 
Mstep: Class 17 contains 11602 members 
Mstep: Class 18 contains 17701 members 
Mstep: Class 19 contains 32841 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 158410 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704696.000000 Penalty: 88826.445312
Iteration 441Q: 27 clusters Score -1.327047e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27653 members 
Mstep: Class 4 contains 9033 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87867 members 
Mstep: Class 7 contains 18713 members 
Mstep: Class 8 contains 126457 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 165912 members 
Mstep: Class 13 contains 65754 members 
Mstep: Class 14 contains 33532 members 
Mstep: Class 15 contains 14402 members 
Mstep: Class 16 contains 176275 members 
Mstep: Class 17 contains 11601 members 
Mstep: Class 18 contains 17701 members 
Mstep: Class 19 contains 32839 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 158457 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704640.000000 Penalty: 88826.445312
Iteration 442Q: 27 clusters Score -1.327046e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27656 members 
Mstep: Class 4 contains 9033 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87867 members 
Mstep: Class 7 contains 18713 members 
Mstep: Class 8 contains 126461 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 165876 members 
Mstep: Class 13 contains 65755 members 
Mstep: Class 14 contains 33530 members 
Mstep: Class 15 contains 14404 members 
Mstep: Class 16 contains 176269 members 
Mstep: Class 17 contains 11598 members 
Mstep: Class 18 contains 17701 members 
Mstep: Class 19 contains 32837 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 158496 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704584.000000 Penalty: 88826.445312
Iteration 443Q: 27 clusters Score -1.327046e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27653 members 
Mstep: Class 4 contains 9032 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87855 members 
Mstep: Class 7 contains 18715 members 
Mstep: Class 8 contains 126465 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165842 members 
Mstep: Class 13 contains 65752 members 
Mstep: Class 14 contains 33530 members 
Mstep: Class 15 contains 14404 members 
Mstep: Class 16 contains 176269 members 
Mstep: Class 17 contains 11597 members 
Mstep: Class 18 contains 17701 members 
Mstep: Class 19 contains 32832 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 158548 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704608.000000 Penalty: 88826.445312
Iteration 444Q: 27 clusters Score -1.327046e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27652 members 
Mstep: Class 4 contains 9031 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87845 members 
Mstep: Class 7 contains 18717 members 
Mstep: Class 8 contains 126470 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165804 members 
Mstep: Class 13 contains 65754 members 
Mstep: Class 14 contains 33532 members 
Mstep: Class 15 contains 14401 members 
Mstep: Class 16 contains 176271 members 
Mstep: Class 17 contains 11597 members 
Mstep: Class 18 contains 17701 members 
Mstep: Class 19 contains 32826 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 158594 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704552.000000 Penalty: 88826.445312
Iteration 445Q: 27 clusters Score -1.327046e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27651 members 
Mstep: Class 4 contains 9030 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87836 members 
Mstep: Class 7 contains 18717 members 
Mstep: Class 8 contains 126471 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165768 members 
Mstep: Class 13 contains 65751 members 
Mstep: Class 14 contains 33533 members 
Mstep: Class 15 contains 14402 members 
Mstep: Class 16 contains 176272 members 
Mstep: Class 17 contains 11599 members 
Mstep: Class 18 contains 17701 members 
Mstep: Class 19 contains 32821 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 158643 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704624.000000 Penalty: 88826.445312
Iteration 446Q: 27 clusters Score -1.327046e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27652 members 
Mstep: Class 4 contains 9027 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87827 members 
Mstep: Class 7 contains 18719 members 
Mstep: Class 8 contains 126468 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165746 members 
Mstep: Class 13 contains 65749 members 
Mstep: Class 14 contains 33534 members 
Mstep: Class 15 contains 14402 members 
Mstep: Class 16 contains 176269 members 
Mstep: Class 17 contains 11599 members 
Mstep: Class 18 contains 17702 members 
Mstep: Class 19 contains 32819 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 158682 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704536.000000 Penalty: 88826.445312
Iteration 447Q: 27 clusters Score -1.327045e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27653 members 
Mstep: Class 4 contains 9025 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87814 members 
Mstep: Class 7 contains 18718 members 
Mstep: Class 8 contains 126468 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165724 members 
Mstep: Class 13 contains 65747 members 
Mstep: Class 14 contains 33534 members 
Mstep: Class 15 contains 14404 members 
Mstep: Class 16 contains 176273 members 
Mstep: Class 17 contains 11599 members 
Mstep: Class 18 contains 17702 members 
Mstep: Class 19 contains 32817 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 158717 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704616.000000 Penalty: 88826.445312
Iteration 448Q: 27 clusters Score -1.327046e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27653 members 
Mstep: Class 4 contains 9024 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87810 members 
Mstep: Class 7 contains 18718 members 
Mstep: Class 8 contains 126470 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165681 members 
Mstep: Class 13 contains 65747 members 
Mstep: Class 14 contains 33535 members 
Mstep: Class 15 contains 14406 members 
Mstep: Class 16 contains 176273 members 
Mstep: Class 17 contains 11600 members 
Mstep: Class 18 contains 17703 members 
Mstep: Class 19 contains 32814 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 158761 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704584.000000 Penalty: 88826.445312
Iteration 449Q: 27 clusters Score -1.327046e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27652 members 
Mstep: Class 4 contains 9024 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87804 members 
Mstep: Class 7 contains 18721 members 
Mstep: Class 8 contains 126471 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165657 members 
Mstep: Class 13 contains 65748 members 
Mstep: Class 14 contains 33542 members 
Mstep: Class 15 contains 14406 members 
Mstep: Class 16 contains 176270 members 
Mstep: Class 17 contains 11601 members 
Mstep: Class 18 contains 17702 members 
Mstep: Class 19 contains 32806 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 158791 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704584.000000 Penalty: 88826.445312
Iteration 450Q: 27 clusters Score -1.327046e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27650 members 
Mstep: Class 4 contains 9024 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87803 members 
Mstep: Class 7 contains 18720 members 
Mstep: Class 8 contains 126477 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165622 members 
Mstep: Class 13 contains 65749 members 
Mstep: Class 14 contains 33550 members 
Mstep: Class 15 contains 14407 members 
Mstep: Class 16 contains 176268 members 
Mstep: Class 17 contains 11601 members 
Mstep: Class 18 contains 17702 members 
Mstep: Class 19 contains 32798 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 158825 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704616.000000 Penalty: 88826.445312
Iteration 451Q: 27 clusters Score -1.327046e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27650 members 
Mstep: Class 4 contains 9024 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87797 members 
Mstep: Class 7 contains 18719 members 
Mstep: Class 8 contains 126479 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165577 members 
Mstep: Class 13 contains 65751 members 
Mstep: Class 14 contains 33549 members 
Mstep: Class 15 contains 14410 members 
Mstep: Class 16 contains 176261 members 
Mstep: Class 17 contains 11603 members 
Mstep: Class 18 contains 17702 members 
Mstep: Class 19 contains 32793 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 158881 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704624.000000 Penalty: 88826.445312
Iteration 452Q: 27 clusters Score -1.327046e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27649 members 
Mstep: Class 4 contains 9023 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87787 members 
Mstep: Class 7 contains 18718 members 
Mstep: Class 8 contains 126481 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165545 members 
Mstep: Class 13 contains 65748 members 
Mstep: Class 14 contains 33548 members 
Mstep: Class 15 contains 14409 members 
Mstep: Class 16 contains 176261 members 
Mstep: Class 17 contains 11604 members 
Mstep: Class 18 contains 17702 members 
Mstep: Class 19 contains 32787 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 158934 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704520.000000 Penalty: 88826.445312
Iteration 453Q: 27 clusters Score -1.327045e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27647 members 
Mstep: Class 4 contains 9023 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87771 members 
Mstep: Class 7 contains 18717 members 
Mstep: Class 8 contains 126482 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165525 members 
Mstep: Class 13 contains 65751 members 
Mstep: Class 14 contains 33543 members 
Mstep: Class 15 contains 14409 members 
Mstep: Class 16 contains 176259 members 
Mstep: Class 17 contains 11606 members 
Mstep: Class 18 contains 17702 members 
Mstep: Class 19 contains 32785 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 158976 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704424.000000 Penalty: 88826.445312
Iteration 454Q: 27 clusters Score -1.327044e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27647 members 
Mstep: Class 4 contains 9024 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87759 members 
Mstep: Class 7 contains 18720 members 
Mstep: Class 8 contains 126482 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165504 members 
Mstep: Class 13 contains 65753 members 
Mstep: Class 14 contains 33543 members 
Mstep: Class 15 contains 14409 members 
Mstep: Class 16 contains 176258 members 
Mstep: Class 17 contains 11609 members 
Mstep: Class 18 contains 17701 members 
Mstep: Class 19 contains 32778 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159009 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704616.000000 Penalty: 88826.445312
Iteration 455Q: 27 clusters Score -1.327046e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27646 members 
Mstep: Class 4 contains 9024 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87752 members 
Mstep: Class 7 contains 18721 members 
Mstep: Class 8 contains 126483 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165497 members 
Mstep: Class 13 contains 65754 members 
Mstep: Class 14 contains 33541 members 
Mstep: Class 15 contains 14409 members 
Mstep: Class 16 contains 176255 members 
Mstep: Class 17 contains 11606 members 
Mstep: Class 18 contains 17701 members 
Mstep: Class 19 contains 32777 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159030 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704616.000000 Penalty: 88826.445312
Iteration 456Q: 27 clusters Score -1.327046e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27649 members 
Mstep: Class 4 contains 9025 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87752 members 
Mstep: Class 7 contains 18721 members 
Mstep: Class 8 contains 126481 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165470 members 
Mstep: Class 13 contains 65761 members 
Mstep: Class 14 contains 33538 members 
Mstep: Class 15 contains 14409 members 
Mstep: Class 16 contains 176255 members 
Mstep: Class 17 contains 11605 members 
Mstep: Class 18 contains 17701 members 
Mstep: Class 19 contains 32773 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159056 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704608.000000 Penalty: 88826.445312
Iteration 457Q: 27 clusters Score -1.327046e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27649 members 
Mstep: Class 4 contains 9025 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87752 members 
Mstep: Class 7 contains 18721 members 
Mstep: Class 8 contains 126484 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165466 members 
Mstep: Class 13 contains 65759 members 
Mstep: Class 14 contains 33535 members 
Mstep: Class 15 contains 14409 members 
Mstep: Class 16 contains 176250 members 
Mstep: Class 17 contains 11602 members 
Mstep: Class 18 contains 17701 members 
Mstep: Class 19 contains 32770 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159073 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704624.000000 Penalty: 88826.445312
Iteration 458Q: 27 clusters Score -1.327046e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27648 members 
Mstep: Class 4 contains 9025 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87750 members 
Mstep: Class 7 contains 18721 members 
Mstep: Class 8 contains 126489 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165454 members 
Mstep: Class 13 contains 65763 members 
Mstep: Class 14 contains 33533 members 
Mstep: Class 15 contains 14411 members 
Mstep: Class 16 contains 176252 members 
Mstep: Class 17 contains 11602 members 
Mstep: Class 18 contains 17701 members 
Mstep: Class 19 contains 32766 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159081 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704688.000000 Penalty: 88826.445312
Iteration 459Q: 27 clusters Score -1.327047e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27651 members 
Mstep: Class 4 contains 9025 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87750 members 
Mstep: Class 7 contains 18721 members 
Mstep: Class 8 contains 126493 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165436 members 
Mstep: Class 13 contains 65767 members 
Mstep: Class 14 contains 33529 members 
Mstep: Class 15 contains 14409 members 
Mstep: Class 16 contains 176250 members 
Mstep: Class 17 contains 11603 members 
Mstep: Class 18 contains 17701 members 
Mstep: Class 19 contains 32757 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159104 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704696.000000 Penalty: 88826.445312
Iteration 460F: 27 clusters Score -1.327047e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27650 members 
Mstep: Class 4 contains 9025 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87743 members 
Mstep: Class 7 contains 18723 members 
Mstep: Class 8 contains 126494 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165413 members 
Mstep: Class 13 contains 65768 members 
Mstep: Class 14 contains 33531 members 
Mstep: Class 15 contains 14410 members 
Mstep: Class 16 contains 176253 members 
Mstep: Class 17 contains 11603 members 
Mstep: Class 18 contains 17701 members 
Mstep: Class 19 contains 32755 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159127 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704824.000000 Penalty: 88826.445312
Iteration 461Q: 27 clusters Score -1.327048e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27648 members 
Mstep: Class 4 contains 9024 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87740 members 
Mstep: Class 7 contains 18723 members 
Mstep: Class 8 contains 126497 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165400 members 
Mstep: Class 13 contains 65768 members 
Mstep: Class 14 contains 33527 members 
Mstep: Class 15 contains 14407 members 
Mstep: Class 16 contains 176250 members 
Mstep: Class 17 contains 11601 members 
Mstep: Class 18 contains 17701 members 
Mstep: Class 19 contains 32749 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159161 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704992.000000 Penalty: 88826.445312
Iteration 462Q: 27 clusters Score -1.32705e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27647 members 
Mstep: Class 4 contains 9023 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87730 members 
Mstep: Class 7 contains 18722 members 
Mstep: Class 8 contains 126496 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165382 members 
Mstep: Class 13 contains 65770 members 
Mstep: Class 14 contains 33522 members 
Mstep: Class 15 contains 14403 members 
Mstep: Class 16 contains 176248 members 
Mstep: Class 17 contains 11601 members 
Mstep: Class 18 contains 17701 members 
Mstep: Class 19 contains 32742 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159209 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704912.000000 Penalty: 88826.445312
Iteration 463Q: 27 clusters Score -1.327049e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27647 members 
Mstep: Class 4 contains 9020 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87729 members 
Mstep: Class 7 contains 18721 members 
Mstep: Class 8 contains 126497 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165356 members 
Mstep: Class 13 contains 65771 members 
Mstep: Class 14 contains 33520 members 
Mstep: Class 15 contains 14401 members 
Mstep: Class 16 contains 176239 members 
Mstep: Class 17 contains 11601 members 
Mstep: Class 18 contains 17700 members 
Mstep: Class 19 contains 32739 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159255 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704976.000000 Penalty: 88826.445312
Iteration 464Q: 27 clusters Score -1.32705e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27647 members 
Mstep: Class 4 contains 9018 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87715 members 
Mstep: Class 7 contains 18721 members 
Mstep: Class 8 contains 126499 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165354 members 
Mstep: Class 13 contains 65772 members 
Mstep: Class 14 contains 33518 members 
Mstep: Class 15 contains 14400 members 
Mstep: Class 16 contains 176234 members 
Mstep: Class 17 contains 11602 members 
Mstep: Class 18 contains 17700 members 
Mstep: Class 19 contains 32733 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159283 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704960.000000 Penalty: 88826.445312
Iteration 465Q: 27 clusters Score -1.32705e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27648 members 
Mstep: Class 4 contains 9017 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87694 members 
Mstep: Class 7 contains 18724 members 
Mstep: Class 8 contains 126499 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165341 members 
Mstep: Class 13 contains 65773 members 
Mstep: Class 14 contains 33520 members 
Mstep: Class 15 contains 14396 members 
Mstep: Class 16 contains 176228 members 
Mstep: Class 17 contains 11604 members 
Mstep: Class 18 contains 17700 members 
Mstep: Class 19 contains 32732 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159320 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704960.000000 Penalty: 88826.445312
Iteration 466Q: 27 clusters Score -1.32705e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27644 members 
Mstep: Class 4 contains 9018 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87679 members 
Mstep: Class 7 contains 18724 members 
Mstep: Class 8 contains 126497 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165329 members 
Mstep: Class 13 contains 65776 members 
Mstep: Class 14 contains 33518 members 
Mstep: Class 15 contains 14392 members 
Mstep: Class 16 contains 176223 members 
Mstep: Class 17 contains 11599 members 
Mstep: Class 18 contains 17700 members 
Mstep: Class 19 contains 32729 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159368 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705040.000000 Penalty: 88826.445312
Iteration 467Q: 27 clusters Score -1.32705e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27644 members 
Mstep: Class 4 contains 9018 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87679 members 
Mstep: Class 7 contains 18725 members 
Mstep: Class 8 contains 126488 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165312 members 
Mstep: Class 13 contains 65781 members 
Mstep: Class 14 contains 33518 members 
Mstep: Class 15 contains 14389 members 
Mstep: Class 16 contains 176219 members 
Mstep: Class 17 contains 11598 members 
Mstep: Class 18 contains 17700 members 
Mstep: Class 19 contains 32731 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159394 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705096.000000 Penalty: 88826.445312
Iteration 468Q: 27 clusters Score -1.327051e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27645 members 
Mstep: Class 4 contains 9016 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87674 members 
Mstep: Class 7 contains 18725 members 
Mstep: Class 8 contains 126484 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165309 members 
Mstep: Class 13 contains 65788 members 
Mstep: Class 14 contains 33518 members 
Mstep: Class 15 contains 14385 members 
Mstep: Class 16 contains 176216 members 
Mstep: Class 17 contains 11597 members 
Mstep: Class 18 contains 17700 members 
Mstep: Class 19 contains 32729 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159410 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705160.000000 Penalty: 88826.445312
Iteration 469Q: 27 clusters Score -1.327052e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27645 members 
Mstep: Class 4 contains 9017 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87658 members 
Mstep: Class 7 contains 18726 members 
Mstep: Class 8 contains 126481 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165309 members 
Mstep: Class 13 contains 65794 members 
Mstep: Class 14 contains 33520 members 
Mstep: Class 15 contains 14384 members 
Mstep: Class 16 contains 176213 members 
Mstep: Class 17 contains 11595 members 
Mstep: Class 18 contains 17699 members 
Mstep: Class 19 contains 32727 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159428 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705056.000000 Penalty: 88826.445312
Iteration 470Q: 27 clusters Score -1.327051e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27645 members 
Mstep: Class 4 contains 9018 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87650 members 
Mstep: Class 7 contains 18725 members 
Mstep: Class 8 contains 126476 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165310 members 
Mstep: Class 13 contains 65798 members 
Mstep: Class 14 contains 33517 members 
Mstep: Class 15 contains 14381 members 
Mstep: Class 16 contains 176210 members 
Mstep: Class 17 contains 11594 members 
Mstep: Class 18 contains 17700 members 
Mstep: Class 19 contains 32720 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159452 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705152.000000 Penalty: 88826.445312
Iteration 471Q: 27 clusters Score -1.327052e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27642 members 
Mstep: Class 4 contains 9019 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87638 members 
Mstep: Class 7 contains 18723 members 
Mstep: Class 8 contains 126468 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165308 members 
Mstep: Class 13 contains 65801 members 
Mstep: Class 14 contains 33516 members 
Mstep: Class 15 contains 14374 members 
Mstep: Class 16 contains 176207 members 
Mstep: Class 17 contains 11598 members 
Mstep: Class 18 contains 17699 members 
Mstep: Class 19 contains 32722 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159481 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705112.000000 Penalty: 88826.445312
Iteration 472Q: 27 clusters Score -1.327051e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27642 members 
Mstep: Class 4 contains 9018 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87627 members 
Mstep: Class 7 contains 18725 members 
Mstep: Class 8 contains 126465 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165317 members 
Mstep: Class 13 contains 65804 members 
Mstep: Class 14 contains 33513 members 
Mstep: Class 15 contains 14370 members 
Mstep: Class 16 contains 176209 members 
Mstep: Class 17 contains 11598 members 
Mstep: Class 18 contains 17699 members 
Mstep: Class 19 contains 32728 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159481 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704952.000000 Penalty: 88826.445312
Iteration 473Q: 27 clusters Score -1.32705e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27641 members 
Mstep: Class 4 contains 9019 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87624 members 
Mstep: Class 7 contains 18725 members 
Mstep: Class 8 contains 126460 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165326 members 
Mstep: Class 13 contains 65811 members 
Mstep: Class 14 contains 33510 members 
Mstep: Class 15 contains 14369 members 
Mstep: Class 16 contains 176209 members 
Mstep: Class 17 contains 11596 members 
Mstep: Class 18 contains 17699 members 
Mstep: Class 19 contains 32728 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159479 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704936.000000 Penalty: 88826.445312
Iteration 474Q: 27 clusters Score -1.327049e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27639 members 
Mstep: Class 4 contains 9019 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87621 members 
Mstep: Class 7 contains 18724 members 
Mstep: Class 8 contains 126461 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165338 members 
Mstep: Class 13 contains 65817 members 
Mstep: Class 14 contains 33511 members 
Mstep: Class 15 contains 14368 members 
Mstep: Class 16 contains 176209 members 
Mstep: Class 17 contains 11592 members 
Mstep: Class 18 contains 17699 members 
Mstep: Class 19 contains 32731 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159467 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705008.000000 Penalty: 88826.445312
Iteration 475Q: 27 clusters Score -1.32705e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27641 members 
Mstep: Class 4 contains 9019 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87621 members 
Mstep: Class 7 contains 18724 members 
Mstep: Class 8 contains 126461 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165344 members 
Mstep: Class 13 contains 65820 members 
Mstep: Class 14 contains 33509 members 
Mstep: Class 15 contains 14369 members 
Mstep: Class 16 contains 176211 members 
Mstep: Class 17 contains 11592 members 
Mstep: Class 18 contains 17699 members 
Mstep: Class 19 contains 32732 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159454 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705016.000000 Penalty: 88826.445312
Iteration 476Q: 27 clusters Score -1.32705e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27643 members 
Mstep: Class 4 contains 9020 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87621 members 
Mstep: Class 7 contains 18724 members 
Mstep: Class 8 contains 126453 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165350 members 
Mstep: Class 13 contains 65823 members 
Mstep: Class 14 contains 33509 members 
Mstep: Class 15 contains 14366 members 
Mstep: Class 16 contains 176215 members 
Mstep: Class 17 contains 11591 members 
Mstep: Class 18 contains 17699 members 
Mstep: Class 19 contains 32733 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159449 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705016.000000 Penalty: 88826.445312
Iteration 477Q: 27 clusters Score -1.32705e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27645 members 
Mstep: Class 4 contains 9020 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87621 members 
Mstep: Class 7 contains 18723 members 
Mstep: Class 8 contains 126449 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165364 members 
Mstep: Class 13 contains 65826 members 
Mstep: Class 14 contains 33507 members 
Mstep: Class 15 contains 14366 members 
Mstep: Class 16 contains 176216 members 
Mstep: Class 17 contains 11589 members 
Mstep: Class 18 contains 17699 members 
Mstep: Class 19 contains 32731 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159440 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705008.000000 Penalty: 88826.445312
Iteration 478Q: 27 clusters Score -1.32705e+08 nChanged 53
Entering ConstructFrom: 
Score: -132705008.000000 Penalty: 88826.445312
Entering ConstructFrom: 
Trying to split cluster 1 (291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Entering Unmasked Estep 
Score: -30608.035156 Penalty: 1406.984131
	Iteration 0F: 2 clusters Score -30608.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29378.644531 Penalty: 2813.968262
	Iteration 0F: 3 clusters Score -29378.64 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -29602.228516 Penalty: 2813.968262
	Iteration 1F: 3 clusters Score -29602.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29779.550781 Penalty: 2813.968262
	Iteration 2F: 3 clusters Score -29779.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -29826.003906 Penalty: 2813.968262
	Iteration 3Q: 3 clusters Score -29826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29862.732422 Penalty: 2813.968262
	Iteration 4Q: 3 clusters Score -29862.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -29888.410156 Penalty: 2813.968262
	Iteration 5Q: 3 clusters Score -29888.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29918.339844 Penalty: 2813.968262
	Iteration 6Q: 3 clusters Score -29918.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -29949.806641 Penalty: 2813.968262
	Iteration 7Q: 3 clusters Score -29949.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -29970.695312 Penalty: 2813.968262
	Iteration 8Q: 3 clusters Score -29970.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -30022.593750 Penalty: 2813.968262
	Iteration 9Q: 3 clusters Score -30022.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -30029.341797 Penalty: 2813.968262
	Iteration 10Q: 3 clusters Score -30029.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -30029.341797 Penalty: 2813.968262
	Iteration 11F: 3 clusters Score -30029.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -52076.812500 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -52076.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50645.140625 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -50645.14 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -50833.867188 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -50833.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -50933.250000 Penalty: 3007.637451
	Iteration 2Q: 3 clusters Score -50933.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -51006.273438 Penalty: 3007.637451
	Iteration 3Q: 3 clusters Score -51006.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -51094.031250 Penalty: 3007.637451
	Iteration 4Q: 3 clusters Score -51094.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -51127.050781 Penalty: 3007.637451
	Iteration 5Q: 3 clusters Score -51127.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -51136.980469 Penalty: 3007.637451
	Iteration 6Q: 3 clusters Score -51136.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -51142.332031 Penalty: 3007.637451
	Iteration 7Q: 3 clusters Score -51142.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -51145.765625 Penalty: 3007.637451
	Iteration 8Q: 3 clusters Score -51145.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -51148.835938 Penalty: 3007.637451
	Iteration 9Q: 3 clusters Score -51148.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -51151.054688 Penalty: 3007.637451
	Iteration 10Q: 3 clusters Score -51151.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -51153.441406 Penalty: 3007.637451
	Iteration 11Q: 3 clusters Score -51153.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -51153.441406 Penalty: 3007.637451
	Iteration 12F: 3 clusters Score -51153.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Entering Unmasked Estep 
Score: -3763712.750000 Penalty: 2536.336670
	Iteration 0F: 2 clusters Score -3763713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -3744492.000000 Penalty: 5072.673340
	Iteration 0F: 3 clusters Score -3744492 nChanged 12495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -3751200.250000 Penalty: 5072.673340
	Iteration 1F: 3 clusters Score -3751200 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -3751913.750000 Penalty: 5072.673340
	Iteration 2F: 3 clusters Score -3751914 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -3752935.500000 Penalty: 5072.673340
	Iteration 3F: 3 clusters Score -3752936 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -3754262.250000 Penalty: 5072.673340
	Iteration 4F: 3 clusters Score -3754262 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -3755810.500000 Penalty: 5072.673340
	Iteration 5F: 3 clusters Score -3755810 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -3757446.500000 Penalty: 5072.673340
	Iteration 6F: 3 clusters Score -3757446 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -3758935.500000 Penalty: 5072.673340
	Iteration 7F: 3 clusters Score -3758936 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -3760114.250000 Penalty: 5072.673340
	Iteration 8F: 3 clusters Score -3760114 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -3761007.000000 Penalty: 5072.673340
	Iteration 9Q: 3 clusters Score -3761007 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -3761666.750000 Penalty: 5072.673340
	Iteration 10Q: 3 clusters Score -3761667 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -3762141.500000 Penalty: 5072.673340
	Iteration 11Q: 3 clusters Score -3762142 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -3762494.500000 Penalty: 5072.673340
	Iteration 12Q: 3 clusters Score -3762494 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -3762789.250000 Penalty: 5072.673340
	Iteration 13Q: 3 clusters Score -3762789 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -3763088.500000 Penalty: 5072.673340
	Iteration 14Q: 3 clusters Score -3763088 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -3763436.500000 Penalty: 5072.673340
	Iteration 15Q: 3 clusters Score -3763436 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -3763659.250000 Penalty: 5072.673340
	Iteration 16Q: 3 clusters Score -3763659 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -3763742.750000 Penalty: 5072.673340
	Iteration 17Q: 3 clusters Score -3763743 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -3763783.000000 Penalty: 5072.673340
	Iteration 18Q: 3 clusters Score -3763783 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -3763816.750000 Penalty: 5072.673340
	Iteration 19Q: 3 clusters Score -3763817 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -3763829.750000 Penalty: 5072.673340
	Iteration 20F: 3 clusters Score -3763830 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -3763839.250000 Penalty: 5072.673340
	Iteration 21Q: 3 clusters Score -3763839 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -3763861.250000 Penalty: 5072.673340
	Iteration 22Q: 3 clusters Score -3763861 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -3763864.500000 Penalty: 5072.673340
	Iteration 23Q: 3 clusters Score -3763864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -3763869.250000 Penalty: 5072.673340
	Iteration 24Q: 3 clusters Score -3763869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -3763876.750000 Penalty: 5072.673340
	Iteration 25Q: 3 clusters Score -3763877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -3763872.750000 Penalty: 5072.673340
	Iteration 26Q: 3 clusters Score -3763873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -3763872.250000 Penalty: 5072.673340
	Iteration 27Q: 3 clusters Score -3763872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -3763871.000000 Penalty: 5072.673340
	Iteration 28Q: 3 clusters Score -3763871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -3763875.000000 Penalty: 5072.673340
	Iteration 29Q: 3 clusters Score -3763875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -3763872.000000 Penalty: 5072.673340
	Iteration 30Q: 3 clusters Score -3763872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -3763872.000000 Penalty: 5072.673340
	Iteration 31F: 3 clusters Score -3763872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 1546 members 
Mstep: Class 4 contains 9019 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87623 members 
Mstep: Class 7 contains 18723 members 
Mstep: Class 8 contains 126452 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165375 members 
Mstep: Class 13 contains 65828 members 
Mstep: Class 14 contains 33507 members 
Mstep: Class 15 contains 14364 members 
Mstep: Class 16 contains 176215 members 
Mstep: Class 17 contains 11589 members 
Mstep: Class 18 contains 17698 members 
Mstep: Class 19 contains 32732 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159427 members 
Mstep: Class 26 contains 554 members 
Mstep: Class 27 contains 26098 members 
Entering Unmasked Estep 
Score: -132704264.000000 Penalty: 92242.843750
Splitting cluster 3 changes total score from -132705008.000000 to -132704264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (9019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Entering Unmasked Estep 
Score: -1211438.750000 Penalty: 2258.558105
	Iteration 0F: 2 clusters Score -1211439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1204387.250000 Penalty: 4517.116211
	Iteration 0F: 3 clusters Score -1204387 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1206454.750000 Penalty: 4517.116211
	Iteration 1F: 3 clusters Score -1206455 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1206930.250000 Penalty: 4517.116211
	Iteration 2F: 3 clusters Score -1206930 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1207443.625000 Penalty: 4517.116211
	Iteration 3F: 3 clusters Score -1207444 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1208101.750000 Penalty: 4517.116211
	Iteration 4F: 3 clusters Score -1208102 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1208754.250000 Penalty: 4517.116211
	Iteration 5F: 3 clusters Score -1208754 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1209294.375000 Penalty: 4517.116211
	Iteration 6F: 3 clusters Score -1209294 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1209736.375000 Penalty: 4517.116211
	Iteration 7F: 3 clusters Score -1209736 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1210043.250000 Penalty: 4517.116211
	Iteration 8Q: 3 clusters Score -1210043 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1210246.875000 Penalty: 4517.116211
	Iteration 9Q: 3 clusters Score -1210247 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1210388.625000 Penalty: 4517.116211
	Iteration 10Q: 3 clusters Score -1210389 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1210491.125000 Penalty: 4517.116211
	Iteration 11Q: 3 clusters Score -1210491 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1210559.000000 Penalty: 4517.116211
	Iteration 12Q: 3 clusters Score -1210559 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1210601.375000 Penalty: 4517.116211
	Iteration 13Q: 3 clusters Score -1210601 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1210633.750000 Penalty: 4517.116211
	Iteration 14Q: 3 clusters Score -1210634 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1210662.125000 Penalty: 4517.116211
	Iteration 15Q: 3 clusters Score -1210662 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1210686.375000 Penalty: 4517.116211
	Iteration 16Q: 3 clusters Score -1210686 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1210706.500000 Penalty: 4517.116211
	Iteration 17Q: 3 clusters Score -1210706 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1210727.000000 Penalty: 4517.116211
	Iteration 18Q: 3 clusters Score -1210727 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1210750.750000 Penalty: 4517.116211
	Iteration 19Q: 3 clusters Score -1210751 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1210772.000000 Penalty: 4517.116211
	Iteration 20F: 3 clusters Score -1210772 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1210786.375000 Penalty: 4517.116211
	Iteration 21Q: 3 clusters Score -1210786 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1210802.000000 Penalty: 4517.116211
	Iteration 22Q: 3 clusters Score -1210802 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1210829.250000 Penalty: 4517.116211
	Iteration 23Q: 3 clusters Score -1210829 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1210853.375000 Penalty: 4517.116211
	Iteration 24Q: 3 clusters Score -1210853 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1210878.250000 Penalty: 4517.116211
	Iteration 25Q: 3 clusters Score -1210878 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1210892.500000 Penalty: 4517.116211
	Iteration 26Q: 3 clusters Score -1210892 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1210903.375000 Penalty: 4517.116211
	Iteration 27Q: 3 clusters Score -1210903 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1210914.375000 Penalty: 4517.116211
	Iteration 28Q: 3 clusters Score -1210914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1210924.000000 Penalty: 4517.116211
	Iteration 29Q: 3 clusters Score -1210924 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1210937.375000 Penalty: 4517.116211
	Iteration 30Q: 3 clusters Score -1210937 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1210945.500000 Penalty: 4517.116211
	Iteration 31Q: 3 clusters Score -1210946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1210954.750000 Penalty: 4517.116211
	Iteration 32Q: 3 clusters Score -1210955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1210955.625000 Penalty: 4517.116211
	Iteration 33Q: 3 clusters Score -1210956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1210964.125000 Penalty: 4517.116211
	Iteration 34Q: 3 clusters Score -1210964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1210966.000000 Penalty: 4517.116211
	Iteration 35Q: 3 clusters Score -1210966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1210966.625000 Penalty: 4517.116211
	Iteration 36Q: 3 clusters Score -1210967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1210967.000000 Penalty: 4517.116211
	Iteration 37Q: 3 clusters Score -1210967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1210967.125000 Penalty: 4517.116211
	Iteration 38Q: 3 clusters Score -1210967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1210966.625000 Penalty: 4517.116211
	Iteration 39Q: 3 clusters Score -1210967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1210969.125000 Penalty: 4517.116211
	Iteration 40F: 3 clusters Score -1210969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1210970.125000 Penalty: 4517.116211
	Iteration 41Q: 3 clusters Score -1210970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1210973.250000 Penalty: 4517.116211
	Iteration 42Q: 3 clusters Score -1210973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1210974.375000 Penalty: 4517.116211
	Iteration 43Q: 3 clusters Score -1210974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1210974.125000 Penalty: 4517.116211
	Iteration 44Q: 3 clusters Score -1210974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1210975.500000 Penalty: 4517.116211
	Iteration 45Q: 3 clusters Score -1210976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1210975.500000 Penalty: 4517.116211
	Iteration 46F: 3 clusters Score -1210976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -58316.890625 Penalty: 1522.156372
	Iteration 0F: 2 clusters Score -58316.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -56831.542969 Penalty: 3044.312744
	Iteration 0F: 3 clusters Score -56831.54 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -57007.515625 Penalty: 3044.312744
	Iteration 1F: 3 clusters Score -57007.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -57048.996094 Penalty: 3044.312744
	Iteration 2Q: 3 clusters Score -57049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -57077.667969 Penalty: 3044.312744
	Iteration 3Q: 3 clusters Score -57077.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -57098.273438 Penalty: 3044.312744
	Iteration 4Q: 3 clusters Score -57098.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -57104.683594 Penalty: 3044.312744
	Iteration 5Q: 3 clusters Score -57104.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -57115.824219 Penalty: 3044.312744
	Iteration 6Q: 3 clusters Score -57115.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -57131.609375 Penalty: 3044.312744
	Iteration 7Q: 3 clusters Score -57131.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -57139.539062 Penalty: 3044.312744
	Iteration 8Q: 3 clusters Score -57139.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -57143.429688 Penalty: 3044.312744
	Iteration 9Q: 3 clusters Score -57143.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -57150.140625 Penalty: 3044.312744
	Iteration 10Q: 3 clusters Score -57150.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -57151.511719 Penalty: 3044.312744
	Iteration 11Q: 3 clusters Score -57151.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -57155.000000 Penalty: 3044.312744
	Iteration 12Q: 3 clusters Score -57155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -57167.875000 Penalty: 3044.312744
	Iteration 13Q: 3 clusters Score -57167.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -57173.882812 Penalty: 3044.312744
	Iteration 14Q: 3 clusters Score -57173.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -57176.117188 Penalty: 3044.312744
	Iteration 15Q: 3 clusters Score -57176.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -57181.039062 Penalty: 3044.312744
	Iteration 16Q: 3 clusters Score -57181.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -57182.250000 Penalty: 3044.312744
	Iteration 17Q: 3 clusters Score -57182.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -57182.250000 Penalty: 3044.312744
	Iteration 18F: 3 clusters Score -57182.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (87623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87623 members 
Entering Unmasked Estep 
Score: -12385271.000000 Penalty: 2822.437988
	Iteration 0F: 2 clusters Score -1.238527e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43700 members 
Mstep: Class 2 contains 43923 members 
Entering Unmasked Estep 
Score: -12326819.000000 Penalty: 5644.875977
	Iteration 0F: 3 clusters Score -1.232682e+07 nChanged 41328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42988 members 
Mstep: Class 2 contains 44635 members 
Entering Unmasked Estep 
Score: -12350433.000000 Penalty: 5644.875977
	Iteration 1F: 3 clusters Score -1.235043e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42637 members 
Mstep: Class 2 contains 44986 members 
Entering Unmasked Estep 
Score: -12351217.000000 Penalty: 5644.875977
	Iteration 2Q: 3 clusters Score -1.235122e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 45508 members 
Entering Unmasked Estep 
Score: -12351975.000000 Penalty: 5644.875977
	Iteration 3Q: 3 clusters Score -1.235198e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41372 members 
Mstep: Class 2 contains 46251 members 
Entering Unmasked Estep 
Score: -12352818.000000 Penalty: 5644.875977
	Iteration 4Q: 3 clusters Score -1.235282e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 47292 members 
Entering Unmasked Estep 
Score: -12354133.000000 Penalty: 5644.875977
	Iteration 5Q: 3 clusters Score -1.235413e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38937 members 
Mstep: Class 2 contains 48686 members 
Entering Unmasked Estep 
Score: -12355946.000000 Penalty: 5644.875977
	Iteration 6Q: 3 clusters Score -1.235595e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 50432 members 
Entering Unmasked Estep 
Score: -12358558.000000 Penalty: 5644.875977
	Iteration 7Q: 3 clusters Score -1.235856e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 52411 members 
Entering Unmasked Estep 
Score: -12361960.000000 Penalty: 5644.875977
	Iteration 8F: 3 clusters Score -1.236196e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33371 members 
Mstep: Class 2 contains 54252 members 
Entering Unmasked Estep 
Score: -12365464.000000 Penalty: 5644.875977
	Iteration 9F: 3 clusters Score -1.236546e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 55817 members 
Entering Unmasked Estep 
Score: -12368258.000000 Penalty: 5644.875977
	Iteration 10F: 3 clusters Score -1.236826e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30542 members 
Mstep: Class 2 contains 57081 members 
Entering Unmasked Estep 
Score: -12370142.000000 Penalty: 5644.875977
	Iteration 11Q: 3 clusters Score -1.237014e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 58211 members 
Entering Unmasked Estep 
Score: -12371081.000000 Penalty: 5644.875977
	Iteration 12Q: 3 clusters Score -1.237108e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 59325 members 
Entering Unmasked Estep 
Score: -12371652.000000 Penalty: 5644.875977
	Iteration 13Q: 3 clusters Score -1.237165e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 60442 members 
Entering Unmasked Estep 
Score: -12372139.000000 Penalty: 5644.875977
	Iteration 14Q: 3 clusters Score -1.237214e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 61530 members 
Entering Unmasked Estep 
Score: -12372479.000000 Penalty: 5644.875977
	Iteration 15Q: 3 clusters Score -1.237248e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 62665 members 
Entering Unmasked Estep 
Score: -12372876.000000 Penalty: 5644.875977
	Iteration 16Q: 3 clusters Score -1.237288e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 63891 members 
Entering Unmasked Estep 
Score: -12373253.000000 Penalty: 5644.875977
	Iteration 17Q: 3 clusters Score -1.237325e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 65146 members 
Entering Unmasked Estep 
Score: -12373697.000000 Penalty: 5644.875977
	Iteration 18Q: 3 clusters Score -1.23737e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 66516 members 
Entering Unmasked Estep 
Score: -12374266.000000 Penalty: 5644.875977
	Iteration 19Q: 3 clusters Score -1.237427e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 67897 members 
Entering Unmasked Estep 
Score: -12374840.000000 Penalty: 5644.875977
	Iteration 20F: 3 clusters Score -1.237484e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 69316 members 
Entering Unmasked Estep 
Score: -12375416.000000 Penalty: 5644.875977
	Iteration 21Q: 3 clusters Score -1.237542e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 70762 members 
Entering Unmasked Estep 
Score: -12376143.000000 Penalty: 5644.875977
	Iteration 22Q: 3 clusters Score -1.237614e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 72214 members 
Entering Unmasked Estep 
Score: -12376920.000000 Penalty: 5644.875977
	Iteration 23Q: 3 clusters Score -1.237692e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 73597 members 
Entering Unmasked Estep 
Score: -12377729.000000 Penalty: 5644.875977
	Iteration 24Q: 3 clusters Score -1.237773e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 74901 members 
Entering Unmasked Estep 
Score: -12378447.000000 Penalty: 5644.875977
	Iteration 25Q: 3 clusters Score -1.237845e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 76088 members 
Entering Unmasked Estep 
Score: -12379222.000000 Penalty: 5644.875977
	Iteration 26Q: 3 clusters Score -1.237922e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 77125 members 
Entering Unmasked Estep 
Score: -12379967.000000 Penalty: 5644.875977
	Iteration 27Q: 3 clusters Score -1.237997e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 78023 members 
Entering Unmasked Estep 
Score: -12380498.000000 Penalty: 5644.875977
	Iteration 28Q: 3 clusters Score -1.23805e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 78726 members 
Entering Unmasked Estep 
Score: -12380879.000000 Penalty: 5644.875977
	Iteration 29Q: 3 clusters Score -1.238088e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 79289 members 
Entering Unmasked Estep 
Score: -12381146.000000 Penalty: 5644.875977
	Iteration 30Q: 3 clusters Score -1.238115e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 79790 members 
Entering Unmasked Estep 
Score: -12381364.000000 Penalty: 5644.875977
	Iteration 31Q: 3 clusters Score -1.238136e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 80194 members 
Entering Unmasked Estep 
Score: -12381532.000000 Penalty: 5644.875977
	Iteration 32Q: 3 clusters Score -1.238153e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 80541 members 
Entering Unmasked Estep 
Score: -12381630.000000 Penalty: 5644.875977
	Iteration 33Q: 3 clusters Score -1.238163e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 80820 members 
Entering Unmasked Estep 
Score: -12381730.000000 Penalty: 5644.875977
	Iteration 34Q: 3 clusters Score -1.238173e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 81086 members 
Entering Unmasked Estep 
Score: -12381816.000000 Penalty: 5644.875977
	Iteration 35Q: 3 clusters Score -1.238182e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 81322 members 
Entering Unmasked Estep 
Score: -12381850.000000 Penalty: 5644.875977
	Iteration 36Q: 3 clusters Score -1.238185e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 81543 members 
Entering Unmasked Estep 
Score: -12381898.000000 Penalty: 5644.875977
	Iteration 37Q: 3 clusters Score -1.23819e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 81737 members 
Entering Unmasked Estep 
Score: -12381930.000000 Penalty: 5644.875977
	Iteration 38Q: 3 clusters Score -1.238193e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 81921 members 
Entering Unmasked Estep 
Score: -12381955.000000 Penalty: 5644.875977
	Iteration 39Q: 3 clusters Score -1.238196e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 82084 members 
Entering Unmasked Estep 
Score: -12382009.000000 Penalty: 5644.875977
	Iteration 40F: 3 clusters Score -1.238201e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 82237 members 
Entering Unmasked Estep 
Score: -12382026.000000 Penalty: 5644.875977
	Iteration 41Q: 3 clusters Score -1.238203e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 82379 members 
Entering Unmasked Estep 
Score: -12382053.000000 Penalty: 5644.875977
	Iteration 42Q: 3 clusters Score -1.238205e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 82511 members 
Entering Unmasked Estep 
Score: -12382071.000000 Penalty: 5644.875977
	Iteration 43Q: 3 clusters Score -1.238207e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 82643 members 
Entering Unmasked Estep 
Score: -12382089.000000 Penalty: 5644.875977
	Iteration 44Q: 3 clusters Score -1.238209e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 82788 members 
Entering Unmasked Estep 
Score: -12382122.000000 Penalty: 5644.875977
	Iteration 45Q: 3 clusters Score -1.238212e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 82914 members 
Entering Unmasked Estep 
Score: -12382140.000000 Penalty: 5644.875977
	Iteration 46Q: 3 clusters Score -1.238214e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 83024 members 
Entering Unmasked Estep 
Score: -12382163.000000 Penalty: 5644.875977
	Iteration 47Q: 3 clusters Score -1.238216e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 83121 members 
Entering Unmasked Estep 
Score: -12382183.000000 Penalty: 5644.875977
	Iteration 48Q: 3 clusters Score -1.238218e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 83216 members 
Entering Unmasked Estep 
Score: -12382215.000000 Penalty: 5644.875977
	Iteration 49Q: 3 clusters Score -1.238222e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 83305 members 
Entering Unmasked Estep 
Score: -12382246.000000 Penalty: 5644.875977
	Iteration 50Q: 3 clusters Score -1.238225e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 83386 members 
Entering Unmasked Estep 
Score: -12382275.000000 Penalty: 5644.875977
	Iteration 51Q: 3 clusters Score -1.238228e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 83470 members 
Entering Unmasked Estep 
Score: -12382271.000000 Penalty: 5644.875977
	Iteration 52Q: 3 clusters Score -1.238227e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 83557 members 
Entering Unmasked Estep 
Score: -12382281.000000 Penalty: 5644.875977
	Iteration 53Q: 3 clusters Score -1.238228e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 83658 members 
Entering Unmasked Estep 
Score: -12382303.000000 Penalty: 5644.875977
	Iteration 54Q: 3 clusters Score -1.23823e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 83757 members 
Entering Unmasked Estep 
Score: -12382306.000000 Penalty: 5644.875977
	Iteration 55Q: 3 clusters Score -1.238231e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 83868 members 
Entering Unmasked Estep 
Score: -12382308.000000 Penalty: 5644.875977
	Iteration 56Q: 3 clusters Score -1.238231e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 83967 members 
Entering Unmasked Estep 
Score: -12382333.000000 Penalty: 5644.875977
	Iteration 57Q: 3 clusters Score -1.238233e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 84066 members 
Entering Unmasked Estep 
Score: -12382378.000000 Penalty: 5644.875977
	Iteration 58Q: 3 clusters Score -1.238238e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 84165 members 
Entering Unmasked Estep 
Score: -12382424.000000 Penalty: 5644.875977
	Iteration 59Q: 3 clusters Score -1.238242e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 84261 members 
Entering Unmasked Estep 
Score: -12382430.000000 Penalty: 5644.875977
	Iteration 60F: 3 clusters Score -1.238243e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 84347 members 
Entering Unmasked Estep 
Score: -12382447.000000 Penalty: 5644.875977
	Iteration 61Q: 3 clusters Score -1.238245e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 84428 members 
Entering Unmasked Estep 
Score: -12382480.000000 Penalty: 5644.875977
	Iteration 62Q: 3 clusters Score -1.238248e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 84503 members 
Entering Unmasked Estep 
Score: -12382477.000000 Penalty: 5644.875977
	Iteration 63Q: 3 clusters Score -1.238248e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 84574 members 
Entering Unmasked Estep 
Score: -12382480.000000 Penalty: 5644.875977
	Iteration 64Q: 3 clusters Score -1.238248e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 84635 members 
Entering Unmasked Estep 
Score: -12382510.000000 Penalty: 5644.875977
	Iteration 65Q: 3 clusters Score -1.238251e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 84699 members 
Entering Unmasked Estep 
Score: -12382522.000000 Penalty: 5644.875977
	Iteration 66Q: 3 clusters Score -1.238252e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 84757 members 
Entering Unmasked Estep 
Score: -12382535.000000 Penalty: 5644.875977
	Iteration 67Q: 3 clusters Score -1.238254e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 84820 members 
Entering Unmasked Estep 
Score: -12382540.000000 Penalty: 5644.875977
	Iteration 68Q: 3 clusters Score -1.238254e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 84893 members 
Entering Unmasked Estep 
Score: -12382537.000000 Penalty: 5644.875977
	Iteration 69Q: 3 clusters Score -1.238254e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 84961 members 
Entering Unmasked Estep 
Score: -12382536.000000 Penalty: 5644.875977
	Iteration 70Q: 3 clusters Score -1.238254e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 85027 members 
Entering Unmasked Estep 
Score: -12382561.000000 Penalty: 5644.875977
	Iteration 71Q: 3 clusters Score -1.238256e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 85085 members 
Entering Unmasked Estep 
Score: -12382570.000000 Penalty: 5644.875977
	Iteration 72Q: 3 clusters Score -1.238257e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 85147 members 
Entering Unmasked Estep 
Score: -12382585.000000 Penalty: 5644.875977
	Iteration 73Q: 3 clusters Score -1.238258e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 85203 members 
Entering Unmasked Estep 
Score: -12382603.000000 Penalty: 5644.875977
	Iteration 74Q: 3 clusters Score -1.23826e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 85245 members 
Entering Unmasked Estep 
Score: -12382611.000000 Penalty: 5644.875977
	Iteration 75Q: 3 clusters Score -1.238261e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 85296 members 
Entering Unmasked Estep 
Score: -12382636.000000 Penalty: 5644.875977
	Iteration 76Q: 3 clusters Score -1.238264e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 85341 members 
Entering Unmasked Estep 
Score: -12382634.000000 Penalty: 5644.875977
	Iteration 77Q: 3 clusters Score -1.238263e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 85387 members 
Entering Unmasked Estep 
Score: -12382652.000000 Penalty: 5644.875977
	Iteration 78Q: 3 clusters Score -1.238265e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 85442 members 
Entering Unmasked Estep 
Score: -12382696.000000 Penalty: 5644.875977
	Iteration 79Q: 3 clusters Score -1.23827e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 85491 members 
Entering Unmasked Estep 
Score: -12382693.000000 Penalty: 5644.875977
	Iteration 80F: 3 clusters Score -1.238269e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 85543 members 
Entering Unmasked Estep 
Score: -12382699.000000 Penalty: 5644.875977
	Iteration 81Q: 3 clusters Score -1.23827e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 85592 members 
Entering Unmasked Estep 
Score: -12382719.000000 Penalty: 5644.875977
	Iteration 82Q: 3 clusters Score -1.238272e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 85629 members 
Entering Unmasked Estep 
Score: -12382739.000000 Penalty: 5644.875977
	Iteration 83Q: 3 clusters Score -1.238274e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 85652 members 
Entering Unmasked Estep 
Score: -12382749.000000 Penalty: 5644.875977
	Iteration 84Q: 3 clusters Score -1.238275e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 85683 members 
Entering Unmasked Estep 
Score: -12382761.000000 Penalty: 5644.875977
	Iteration 85Q: 3 clusters Score -1.238276e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 85705 members 
Entering Unmasked Estep 
Score: -12382776.000000 Penalty: 5644.875977
	Iteration 86Q: 3 clusters Score -1.238278e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 85726 members 
Entering Unmasked Estep 
Score: -12382792.000000 Penalty: 5644.875977
	Iteration 87Q: 3 clusters Score -1.238279e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 85754 members 
Entering Unmasked Estep 
Score: -12382810.000000 Penalty: 5644.875977
	Iteration 88Q: 3 clusters Score -1.238281e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 85782 members 
Entering Unmasked Estep 
Score: -12382792.000000 Penalty: 5644.875977
	Iteration 89Q: 3 clusters Score -1.238279e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 85811 members 
Entering Unmasked Estep 
Score: -12382808.000000 Penalty: 5644.875977
	Iteration 90Q: 3 clusters Score -1.238281e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 85836 members 
Entering Unmasked Estep 
Score: -12382815.000000 Penalty: 5644.875977
	Iteration 91Q: 3 clusters Score -1.238282e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 85870 members 
Entering Unmasked Estep 
Score: -12382809.000000 Penalty: 5644.875977
	Iteration 92Q: 3 clusters Score -1.238281e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 85894 members 
Entering Unmasked Estep 
Score: -12382834.000000 Penalty: 5644.875977
	Iteration 93Q: 3 clusters Score -1.238283e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 85919 members 
Entering Unmasked Estep 
Score: -12382849.000000 Penalty: 5644.875977
	Iteration 94Q: 3 clusters Score -1.238285e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 85952 members 
Entering Unmasked Estep 
Score: -12382867.000000 Penalty: 5644.875977
	Iteration 95Q: 3 clusters Score -1.238287e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 85979 members 
Entering Unmasked Estep 
Score: -12382857.000000 Penalty: 5644.875977
	Iteration 96Q: 3 clusters Score -1.238286e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 86014 members 
Entering Unmasked Estep 
Score: -12382882.000000 Penalty: 5644.875977
	Iteration 97Q: 3 clusters Score -1.238288e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 86047 members 
Entering Unmasked Estep 
Score: -12382896.000000 Penalty: 5644.875977
	Iteration 98Q: 3 clusters Score -1.23829e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 86088 members 
Entering Unmasked Estep 
Score: -12382898.000000 Penalty: 5644.875977
	Iteration 99Q: 3 clusters Score -1.23829e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 86124 members 
Entering Unmasked Estep 
Score: -12382914.000000 Penalty: 5644.875977
	Iteration 100F: 3 clusters Score -1.238291e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 86158 members 
Entering Unmasked Estep 
Score: -12382914.000000 Penalty: 5644.875977
	Iteration 101Q: 3 clusters Score -1.238291e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 86193 members 
Entering Unmasked Estep 
Score: -12382940.000000 Penalty: 5644.875977
	Iteration 102Q: 3 clusters Score -1.238294e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 86222 members 
Entering Unmasked Estep 
Score: -12382967.000000 Penalty: 5644.875977
	Iteration 103Q: 3 clusters Score -1.238297e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 86242 members 
Entering Unmasked Estep 
Score: -12382984.000000 Penalty: 5644.875977
	Iteration 104Q: 3 clusters Score -1.238298e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 86258 members 
Entering Unmasked Estep 
Score: -12382988.000000 Penalty: 5644.875977
	Iteration 105Q: 3 clusters Score -1.238299e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 86270 members 
Entering Unmasked Estep 
Score: -12383002.000000 Penalty: 5644.875977
	Iteration 106Q: 3 clusters Score -1.2383e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 86275 members 
Entering Unmasked Estep 
Score: -12383001.000000 Penalty: 5644.875977
	Iteration 107Q: 3 clusters Score -1.2383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 86278 members 
Entering Unmasked Estep 
Score: -12383005.000000 Penalty: 5644.875977
	Iteration 108Q: 3 clusters Score -1.2383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 86282 members 
Entering Unmasked Estep 
Score: -12383003.000000 Penalty: 5644.875977
	Iteration 109Q: 3 clusters Score -1.2383e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 86289 members 
Entering Unmasked Estep 
Score: -12383001.000000 Penalty: 5644.875977
	Iteration 110Q: 3 clusters Score -1.2383e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 86293 members 
Entering Unmasked Estep 
Score: -12383012.000000 Penalty: 5644.875977
	Iteration 111Q: 3 clusters Score -1.238301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 86294 members 
Entering Unmasked Estep 
Score: -12383003.000000 Penalty: 5644.875977
	Iteration 112Q: 3 clusters Score -1.2383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 86295 members 
Entering Unmasked Estep 
Score: -12382999.000000 Penalty: 5644.875977
	Iteration 113Q: 3 clusters Score -1.2383e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 86295 members 
Entering Unmasked Estep 
Score: -12383000.000000 Penalty: 5644.875977
	Iteration 114Q: 3 clusters Score -1.2383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 86296 members 
Entering Unmasked Estep 
Score: -12382994.000000 Penalty: 5644.875977
	Iteration 115Q: 3 clusters Score -1.238299e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 86300 members 
Entering Unmasked Estep 
Score: -12383001.000000 Penalty: 5644.875977
	Iteration 116Q: 3 clusters Score -1.2383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 86304 members 
Entering Unmasked Estep 
Score: -12383004.000000 Penalty: 5644.875977
	Iteration 117Q: 3 clusters Score -1.2383e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 86309 members 
Entering Unmasked Estep 
Score: -12382989.000000 Penalty: 5644.875977
	Iteration 118Q: 3 clusters Score -1.238299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 86312 members 
Entering Unmasked Estep 
Score: -12382984.000000 Penalty: 5644.875977
	Iteration 119Q: 3 clusters Score -1.238298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 86319 members 
Entering Unmasked Estep 
Score: -12382991.000000 Penalty: 5644.875977
	Iteration 120F: 3 clusters Score -1.238299e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 86326 members 
Entering Unmasked Estep 
Score: -12382995.000000 Penalty: 5644.875977
	Iteration 121Q: 3 clusters Score -1.2383e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 86331 members 
Entering Unmasked Estep 
Score: -12383001.000000 Penalty: 5644.875977
	Iteration 122Q: 3 clusters Score -1.2383e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 86335 members 
Entering Unmasked Estep 
Score: -12382995.000000 Penalty: 5644.875977
	Iteration 123Q: 3 clusters Score -1.2383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 86339 members 
Entering Unmasked Estep 
Score: -12382996.000000 Penalty: 5644.875977
	Iteration 124Q: 3 clusters Score -1.2383e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 86344 members 
Entering Unmasked Estep 
Score: -12382991.000000 Penalty: 5644.875977
	Iteration 125Q: 3 clusters Score -1.238299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 86347 members 
Entering Unmasked Estep 
Score: -12382990.000000 Penalty: 5644.875977
	Iteration 126Q: 3 clusters Score -1.238299e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 86347 members 
Entering Unmasked Estep 
Score: -12382990.000000 Penalty: 5644.875977
	Iteration 127F: 3 clusters Score -1.238299e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Entering Unmasked Estep 
Score: -2665821.500000 Penalty: 2439.702148
	Iteration 0F: 2 clusters Score -2665822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2652514.500000 Penalty: 4879.404297
	Iteration 0F: 3 clusters Score -2652514 nChanged 8179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2657005.250000 Penalty: 4879.404297
	Iteration 1F: 3 clusters Score -2657005 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -2657414.500000 Penalty: 4879.404297
	Iteration 2F: 3 clusters Score -2657414 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2657835.500000 Penalty: 4879.404297
	Iteration 3F: 3 clusters Score -2657836 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -2658264.250000 Penalty: 4879.404297
	Iteration 4Q: 3 clusters Score -2658264 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -2658721.250000 Penalty: 4879.404297
	Iteration 5Q: 3 clusters Score -2658721 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -2659275.750000 Penalty: 4879.404297
	Iteration 6F: 3 clusters Score -2659276 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2660039.750000 Penalty: 4879.404297
	Iteration 7F: 3 clusters Score -2660040 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2660957.750000 Penalty: 4879.404297
	Iteration 8F: 3 clusters Score -2660958 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2661811.750000 Penalty: 4879.404297
	Iteration 9F: 3 clusters Score -2661812 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2662513.250000 Penalty: 4879.404297
	Iteration 10Q: 3 clusters Score -2662513 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2663035.500000 Penalty: 4879.404297
	Iteration 11Q: 3 clusters Score -2663036 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2663304.500000 Penalty: 4879.404297
	Iteration 12Q: 3 clusters Score -2663304 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2663470.000000 Penalty: 4879.404297
	Iteration 13Q: 3 clusters Score -2663470 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2663551.750000 Penalty: 4879.404297
	Iteration 14Q: 3 clusters Score -2663552 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2663608.500000 Penalty: 4879.404297
	Iteration 15Q: 3 clusters Score -2663608 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2663655.250000 Penalty: 4879.404297
	Iteration 16Q: 3 clusters Score -2663655 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2663684.750000 Penalty: 4879.404297
	Iteration 17Q: 3 clusters Score -2663685 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2663701.000000 Penalty: 4879.404297
	Iteration 18Q: 3 clusters Score -2663701 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2663728.250000 Penalty: 4879.404297
	Iteration 19Q: 3 clusters Score -2663728 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2663750.000000 Penalty: 4879.404297
	Iteration 20F: 3 clusters Score -2663750 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2663763.000000 Penalty: 4879.404297
	Iteration 21Q: 3 clusters Score -2663763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2663769.250000 Penalty: 4879.404297
	Iteration 22Q: 3 clusters Score -2663769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2663784.000000 Penalty: 4879.404297
	Iteration 23Q: 3 clusters Score -2663784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2663782.500000 Penalty: 4879.404297
	Iteration 24Q: 3 clusters Score -2663782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2663784.000000 Penalty: 4879.404297
	Iteration 25Q: 3 clusters Score -2663784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2663791.750000 Penalty: 4879.404297
	Iteration 26Q: 3 clusters Score -2663792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2663791.750000 Penalty: 4879.404297
	Iteration 27Q: 3 clusters Score -2663792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2663798.500000 Penalty: 4879.404297
	Iteration 28Q: 3 clusters Score -2663798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2663792.250000 Penalty: 4879.404297
	Iteration 29Q: 3 clusters Score -2663792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2663797.000000 Penalty: 4879.404297
	Iteration 30Q: 3 clusters Score -2663797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2663796.250000 Penalty: 4879.404297
	Iteration 31Q: 3 clusters Score -2663796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2663796.250000 Penalty: 4879.404297
	Iteration 32F: 3 clusters Score -2663796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (126452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126452 members 
Entering Unmasked Estep 
Score: -17912692.000000 Penalty: 2913.409180
	Iteration 0F: 2 clusters Score -1.791269e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63221 members 
Mstep: Class 2 contains 63231 members 
Entering Unmasked Estep 
Score: -17831882.000000 Penalty: 5826.818359
	Iteration 0F: 3 clusters Score -1.783188e+07 nChanged 59932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63315 members 
Mstep: Class 2 contains 63137 members 
Entering Unmasked Estep 
Score: -17866268.000000 Penalty: 5826.818359
	Iteration 1F: 3 clusters Score -1.786627e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63368 members 
Mstep: Class 2 contains 63084 members 
Entering Unmasked Estep 
Score: -17867088.000000 Penalty: 5826.818359
	Iteration 2Q: 3 clusters Score -1.786709e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63491 members 
Mstep: Class 2 contains 62961 members 
Entering Unmasked Estep 
Score: -17867932.000000 Penalty: 5826.818359
	Iteration 3Q: 3 clusters Score -1.786793e+07 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63695 members 
Mstep: Class 2 contains 62757 members 
Entering Unmasked Estep 
Score: -17869148.000000 Penalty: 5826.818359
	Iteration 4Q: 3 clusters Score -1.786915e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64207 members 
Mstep: Class 2 contains 62245 members 
Entering Unmasked Estep 
Score: -17870600.000000 Penalty: 5826.818359
	Iteration 5Q: 3 clusters Score -1.78706e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65159 members 
Mstep: Class 2 contains 61293 members 
Entering Unmasked Estep 
Score: -17872474.000000 Penalty: 5826.818359
	Iteration 6Q: 3 clusters Score -1.787247e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66693 members 
Mstep: Class 2 contains 59759 members 
Entering Unmasked Estep 
Score: -17875416.000000 Penalty: 5826.818359
	Iteration 7Q: 3 clusters Score -1.787542e+07 nChanged 7139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69058 members 
Mstep: Class 2 contains 57394 members 
Entering Unmasked Estep 
Score: -17879912.000000 Penalty: 5826.818359
	Iteration 8F: 3 clusters Score -1.787991e+07 nChanged 8218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71804 members 
Mstep: Class 2 contains 54648 members 
Entering Unmasked Estep 
Score: -17886444.000000 Penalty: 5826.818359
	Iteration 9F: 3 clusters Score -1.788644e+07 nChanged 8457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74495 members 
Mstep: Class 2 contains 51957 members 
Entering Unmasked Estep 
Score: -17893200.000000 Penalty: 5826.818359
	Iteration 10F: 3 clusters Score -1.78932e+07 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76460 members 
Mstep: Class 2 contains 49992 members 
Entering Unmasked Estep 
Score: -17896482.000000 Penalty: 5826.818359
	Iteration 11F: 3 clusters Score -1.789648e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77950 members 
Mstep: Class 2 contains 48502 members 
Entering Unmasked Estep 
Score: -17897644.000000 Penalty: 5826.818359
	Iteration 12Q: 3 clusters Score -1.789764e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79378 members 
Mstep: Class 2 contains 47074 members 
Entering Unmasked Estep 
Score: -17898278.000000 Penalty: 5826.818359
	Iteration 13Q: 3 clusters Score -1.789828e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80781 members 
Mstep: Class 2 contains 45671 members 
Entering Unmasked Estep 
Score: -17898726.000000 Penalty: 5826.818359
	Iteration 14Q: 3 clusters Score -1.789873e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82171 members 
Mstep: Class 2 contains 44281 members 
Entering Unmasked Estep 
Score: -17899054.000000 Penalty: 5826.818359
	Iteration 15Q: 3 clusters Score -1.789905e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83664 members 
Mstep: Class 2 contains 42788 members 
Entering Unmasked Estep 
Score: -17899504.000000 Penalty: 5826.818359
	Iteration 16Q: 3 clusters Score -1.78995e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85242 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -17900036.000000 Penalty: 5826.818359
	Iteration 17Q: 3 clusters Score -1.790004e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86778 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -17900444.000000 Penalty: 5826.818359
	Iteration 18Q: 3 clusters Score -1.790044e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88434 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
Score: -17900846.000000 Penalty: 5826.818359
	Iteration 19Q: 3 clusters Score -1.790085e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90127 members 
Mstep: Class 2 contains 36325 members 
Entering Unmasked Estep 
Score: -17901272.000000 Penalty: 5826.818359
	Iteration 20F: 3 clusters Score -1.790127e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91833 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -17901622.000000 Penalty: 5826.818359
	Iteration 21Q: 3 clusters Score -1.790162e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93645 members 
Mstep: Class 2 contains 32807 members 
Entering Unmasked Estep 
Score: -17902006.000000 Penalty: 5826.818359
	Iteration 22Q: 3 clusters Score -1.790201e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95472 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -17902416.000000 Penalty: 5826.818359
	Iteration 23Q: 3 clusters Score -1.790242e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97371 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -17902860.000000 Penalty: 5826.818359
	Iteration 24Q: 3 clusters Score -1.790286e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99255 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -17903316.000000 Penalty: 5826.818359
	Iteration 25Q: 3 clusters Score -1.790332e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101142 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -17903794.000000 Penalty: 5826.818359
	Iteration 26Q: 3 clusters Score -1.790379e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103053 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -17904328.000000 Penalty: 5826.818359
	Iteration 27Q: 3 clusters Score -1.790433e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104924 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -17904900.000000 Penalty: 5826.818359
	Iteration 28Q: 3 clusters Score -1.79049e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106707 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -17905256.000000 Penalty: 5826.818359
	Iteration 29Q: 3 clusters Score -1.790526e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108475 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -17905696.000000 Penalty: 5826.818359
	Iteration 30Q: 3 clusters Score -1.79057e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110236 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -17906234.000000 Penalty: 5826.818359
	Iteration 31Q: 3 clusters Score -1.790623e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111943 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -17906700.000000 Penalty: 5826.818359
	Iteration 32Q: 3 clusters Score -1.79067e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113628 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -17907244.000000 Penalty: 5826.818359
	Iteration 33Q: 3 clusters Score -1.790724e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115162 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -17907762.000000 Penalty: 5826.818359
	Iteration 34Q: 3 clusters Score -1.790776e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116481 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -17908110.000000 Penalty: 5826.818359
	Iteration 35Q: 3 clusters Score -1.790811e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117617 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -17908438.000000 Penalty: 5826.818359
	Iteration 36Q: 3 clusters Score -1.790844e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118649 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -17908792.000000 Penalty: 5826.818359
	Iteration 37Q: 3 clusters Score -1.790879e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119550 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -17909002.000000 Penalty: 5826.818359
	Iteration 38Q: 3 clusters Score -1.7909e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120302 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -17909226.000000 Penalty: 5826.818359
	Iteration 39Q: 3 clusters Score -1.790923e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120907 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -17909448.000000 Penalty: 5826.818359
	Iteration 40F: 3 clusters Score -1.790945e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121537 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -17909690.000000 Penalty: 5826.818359
	Iteration 41Q: 3 clusters Score -1.790969e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122051 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -17909906.000000 Penalty: 5826.818359
	Iteration 42Q: 3 clusters Score -1.790991e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122469 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -17910024.000000 Penalty: 5826.818359
	Iteration 43Q: 3 clusters Score -1.791002e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122831 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -17910160.000000 Penalty: 5826.818359
	Iteration 44Q: 3 clusters Score -1.791016e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123155 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -17910268.000000 Penalty: 5826.818359
	Iteration 45Q: 3 clusters Score -1.791027e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123423 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -17910310.000000 Penalty: 5826.818359
	Iteration 46Q: 3 clusters Score -1.791031e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123628 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -17910402.000000 Penalty: 5826.818359
	Iteration 47Q: 3 clusters Score -1.79104e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123797 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -17910444.000000 Penalty: 5826.818359
	Iteration 48Q: 3 clusters Score -1.791044e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123932 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -17910488.000000 Penalty: 5826.818359
	Iteration 49Q: 3 clusters Score -1.791049e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124043 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -17910486.000000 Penalty: 5826.818359
	Iteration 50Q: 3 clusters Score -1.791049e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124139 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -17910486.000000 Penalty: 5826.818359
	Iteration 51Q: 3 clusters Score -1.791049e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124214 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -17910484.000000 Penalty: 5826.818359
	Iteration 52Q: 3 clusters Score -1.791048e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124273 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -17910476.000000 Penalty: 5826.818359
	Iteration 53Q: 3 clusters Score -1.791048e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124317 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -17910488.000000 Penalty: 5826.818359
	Iteration 54Q: 3 clusters Score -1.791049e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124351 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -17910478.000000 Penalty: 5826.818359
	Iteration 55Q: 3 clusters Score -1.791048e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124386 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -17910464.000000 Penalty: 5826.818359
	Iteration 56Q: 3 clusters Score -1.791046e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124417 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -17910484.000000 Penalty: 5826.818359
	Iteration 57Q: 3 clusters Score -1.791048e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124438 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -17910474.000000 Penalty: 5826.818359
	Iteration 58Q: 3 clusters Score -1.791047e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124459 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -17910510.000000 Penalty: 5826.818359
	Iteration 59Q: 3 clusters Score -1.791051e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124476 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -17910524.000000 Penalty: 5826.818359
	Iteration 60F: 3 clusters Score -1.791052e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124491 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -17910546.000000 Penalty: 5826.818359
	Iteration 61Q: 3 clusters Score -1.791055e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124510 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -17910554.000000 Penalty: 5826.818359
	Iteration 62Q: 3 clusters Score -1.791055e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124530 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -17910550.000000 Penalty: 5826.818359
	Iteration 63Q: 3 clusters Score -1.791055e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124544 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -17910564.000000 Penalty: 5826.818359
	Iteration 64Q: 3 clusters Score -1.791056e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124554 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -17910548.000000 Penalty: 5826.818359
	Iteration 65Q: 3 clusters Score -1.791055e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124564 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -17910564.000000 Penalty: 5826.818359
	Iteration 66Q: 3 clusters Score -1.791056e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124574 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -17910590.000000 Penalty: 5826.818359
	Iteration 67Q: 3 clusters Score -1.791059e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124584 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -17910594.000000 Penalty: 5826.818359
	Iteration 68Q: 3 clusters Score -1.791059e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124592 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -17910592.000000 Penalty: 5826.818359
	Iteration 69Q: 3 clusters Score -1.791059e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124601 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -17910578.000000 Penalty: 5826.818359
	Iteration 70Q: 3 clusters Score -1.791058e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124611 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -17910592.000000 Penalty: 5826.818359
	Iteration 71Q: 3 clusters Score -1.791059e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124621 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -17910598.000000 Penalty: 5826.818359
	Iteration 72Q: 3 clusters Score -1.79106e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124630 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -17910584.000000 Penalty: 5826.818359
	Iteration 73Q: 3 clusters Score -1.791058e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124641 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -17910588.000000 Penalty: 5826.818359
	Iteration 74Q: 3 clusters Score -1.791059e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124658 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -17910588.000000 Penalty: 5826.818359
	Iteration 75Q: 3 clusters Score -1.791059e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124674 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -17910578.000000 Penalty: 5826.818359
	Iteration 76Q: 3 clusters Score -1.791058e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124689 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -17910582.000000 Penalty: 5826.818359
	Iteration 77Q: 3 clusters Score -1.791058e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124699 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -17910596.000000 Penalty: 5826.818359
	Iteration 78Q: 3 clusters Score -1.79106e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124711 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -17910586.000000 Penalty: 5826.818359
	Iteration 79Q: 3 clusters Score -1.791059e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124719 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -17910608.000000 Penalty: 5826.818359
	Iteration 80F: 3 clusters Score -1.791061e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124728 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -17910596.000000 Penalty: 5826.818359
	Iteration 81Q: 3 clusters Score -1.79106e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124736 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -17910596.000000 Penalty: 5826.818359
	Iteration 82Q: 3 clusters Score -1.79106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124739 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -17910604.000000 Penalty: 5826.818359
	Iteration 83Q: 3 clusters Score -1.79106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124743 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -17910598.000000 Penalty: 5826.818359
	Iteration 84Q: 3 clusters Score -1.79106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124746 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -17910604.000000 Penalty: 5826.818359
	Iteration 85Q: 3 clusters Score -1.79106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124749 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -17910592.000000 Penalty: 5826.818359
	Iteration 86Q: 3 clusters Score -1.791059e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124754 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -17910608.000000 Penalty: 5826.818359
	Iteration 87Q: 3 clusters Score -1.791061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124759 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -17910614.000000 Penalty: 5826.818359
	Iteration 88Q: 3 clusters Score -1.791061e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124763 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -17910602.000000 Penalty: 5826.818359
	Iteration 89Q: 3 clusters Score -1.79106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124767 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -17910600.000000 Penalty: 5826.818359
	Iteration 90Q: 3 clusters Score -1.79106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124770 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -17910606.000000 Penalty: 5826.818359
	Iteration 91Q: 3 clusters Score -1.791061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124772 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -17910620.000000 Penalty: 5826.818359
	Iteration 92Q: 3 clusters Score -1.791062e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124772 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -17910620.000000 Penalty: 5826.818359
	Iteration 93F: 3 clusters Score -1.791062e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -81528.085938 Penalty: 1584.779663
	Iteration 0F: 2 clusters Score -81528.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -79901.554688 Penalty: 3169.559326
	Iteration 0F: 3 clusters Score -79901.55 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -80086.390625 Penalty: 3169.559326
	Iteration 1F: 3 clusters Score -80086.39 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -80134.875000 Penalty: 3169.559326
	Iteration 2Q: 3 clusters Score -80134.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -80161.914062 Penalty: 3169.559326
	Iteration 3Q: 3 clusters Score -80161.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -80162.914062 Penalty: 3169.559326
	Iteration 4Q: 3 clusters Score -80162.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -80164.507812 Penalty: 3169.559326
	Iteration 5Q: 3 clusters Score -80164.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -80165.867188 Penalty: 3169.559326
	Iteration 6Q: 3 clusters Score -80165.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -80167.148438 Penalty: 3169.559326
	Iteration 7Q: 3 clusters Score -80167.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -80167.148438 Penalty: 3169.559326
	Iteration 8F: 3 clusters Score -80167.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Entering Unmasked Estep 
Score: -641746.062500 Penalty: 2091.423340
	Iteration 0F: 2 clusters Score -641746.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -637504.812500 Penalty: 4182.846680
	Iteration 0F: 3 clusters Score -637504.8 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -638415.125000 Penalty: 4182.846680
	Iteration 1F: 3 clusters Score -638415.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -638588.562500 Penalty: 4182.846680
	Iteration 2F: 3 clusters Score -638588.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -638694.687500 Penalty: 4182.846680
	Iteration 3Q: 3 clusters Score -638694.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -638781.562500 Penalty: 4182.846680
	Iteration 4Q: 3 clusters Score -638781.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -638871.000000 Penalty: 4182.846680
	Iteration 5Q: 3 clusters Score -638871 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -638952.625000 Penalty: 4182.846680
	Iteration 6Q: 3 clusters Score -638952.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -639004.625000 Penalty: 4182.846680
	Iteration 7Q: 3 clusters Score -639004.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -639043.187500 Penalty: 4182.846680
	Iteration 8Q: 3 clusters Score -639043.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -639067.687500 Penalty: 4182.846680
	Iteration 9Q: 3 clusters Score -639067.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -639096.125000 Penalty: 4182.846680
	Iteration 10Q: 3 clusters Score -639096.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -639126.375000 Penalty: 4182.846680
	Iteration 11Q: 3 clusters Score -639126.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -639149.375000 Penalty: 4182.846680
	Iteration 12Q: 3 clusters Score -639149.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -639177.875000 Penalty: 4182.846680
	Iteration 13Q: 3 clusters Score -639177.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -639202.187500 Penalty: 4182.846680
	Iteration 14Q: 3 clusters Score -639202.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -639220.937500 Penalty: 4182.846680
	Iteration 15Q: 3 clusters Score -639220.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -639237.562500 Penalty: 4182.846680
	Iteration 16Q: 3 clusters Score -639237.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -639259.750000 Penalty: 4182.846680
	Iteration 17Q: 3 clusters Score -639259.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -639278.937500 Penalty: 4182.846680
	Iteration 18Q: 3 clusters Score -639278.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -639297.625000 Penalty: 4182.846680
	Iteration 19Q: 3 clusters Score -639297.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -639312.875000 Penalty: 4182.846680
	Iteration 20F: 3 clusters Score -639312.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -639329.187500 Penalty: 4182.846680
	Iteration 21Q: 3 clusters Score -639329.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -639343.687500 Penalty: 4182.846680
	Iteration 22Q: 3 clusters Score -639343.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -639359.937500 Penalty: 4182.846680
	Iteration 23Q: 3 clusters Score -639359.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -639370.625000 Penalty: 4182.846680
	Iteration 24Q: 3 clusters Score -639370.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -639384.375000 Penalty: 4182.846680
	Iteration 25Q: 3 clusters Score -639384.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -639397.250000 Penalty: 4182.846680
	Iteration 26Q: 3 clusters Score -639397.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -639417.875000 Penalty: 4182.846680
	Iteration 27Q: 3 clusters Score -639417.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -639436.375000 Penalty: 4182.846680
	Iteration 28Q: 3 clusters Score -639436.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -639455.750000 Penalty: 4182.846680
	Iteration 29Q: 3 clusters Score -639455.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -639475.187500 Penalty: 4182.846680
	Iteration 30Q: 3 clusters Score -639475.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -639499.312500 Penalty: 4182.846680
	Iteration 31Q: 3 clusters Score -639499.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -639519.437500 Penalty: 4182.846680
	Iteration 32Q: 3 clusters Score -639519.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -639538.312500 Penalty: 4182.846680
	Iteration 33Q: 3 clusters Score -639538.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -639554.125000 Penalty: 4182.846680
	Iteration 34Q: 3 clusters Score -639554.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -639571.875000 Penalty: 4182.846680
	Iteration 35Q: 3 clusters Score -639571.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -639587.562500 Penalty: 4182.846680
	Iteration 36Q: 3 clusters Score -639587.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -639609.437500 Penalty: 4182.846680
	Iteration 37Q: 3 clusters Score -639609.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -639629.875000 Penalty: 4182.846680
	Iteration 38Q: 3 clusters Score -639629.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -639647.187500 Penalty: 4182.846680
	Iteration 39Q: 3 clusters Score -639647.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -639661.000000 Penalty: 4182.846680
	Iteration 40F: 3 clusters Score -639661 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -639675.437500 Penalty: 4182.846680
	Iteration 41Q: 3 clusters Score -639675.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -639692.875000 Penalty: 4182.846680
	Iteration 42Q: 3 clusters Score -639692.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -639716.000000 Penalty: 4182.846680
	Iteration 43Q: 3 clusters Score -639716 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -639734.375000 Penalty: 4182.846680
	Iteration 44Q: 3 clusters Score -639734.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -639752.937500 Penalty: 4182.846680
	Iteration 45Q: 3 clusters Score -639752.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -639769.500000 Penalty: 4182.846680
	Iteration 46Q: 3 clusters Score -639769.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -639780.562500 Penalty: 4182.846680
	Iteration 47Q: 3 clusters Score -639780.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -639795.000000 Penalty: 4182.846680
	Iteration 48Q: 3 clusters Score -639795 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -639805.500000 Penalty: 4182.846680
	Iteration 49Q: 3 clusters Score -639805.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -639815.125000 Penalty: 4182.846680
	Iteration 50Q: 3 clusters Score -639815.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -639820.312500 Penalty: 4182.846680
	Iteration 51Q: 3 clusters Score -639820.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -639825.000000 Penalty: 4182.846680
	Iteration 52Q: 3 clusters Score -639825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -639831.687500 Penalty: 4182.846680
	Iteration 53Q: 3 clusters Score -639831.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -639836.437500 Penalty: 4182.846680
	Iteration 54Q: 3 clusters Score -639836.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -639839.687500 Penalty: 4182.846680
	Iteration 55Q: 3 clusters Score -639839.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -639845.125000 Penalty: 4182.846680
	Iteration 56Q: 3 clusters Score -639845.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -639851.812500 Penalty: 4182.846680
	Iteration 57Q: 3 clusters Score -639851.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -639855.000000 Penalty: 4182.846680
	Iteration 58Q: 3 clusters Score -639855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -639858.687500 Penalty: 4182.846680
	Iteration 59Q: 3 clusters Score -639858.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -639860.375000 Penalty: 4182.846680
	Iteration 60F: 3 clusters Score -639860.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -639862.625000 Penalty: 4182.846680
	Iteration 61Q: 3 clusters Score -639862.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -639862.250000 Penalty: 4182.846680
	Iteration 62Q: 3 clusters Score -639862.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -639863.625000 Penalty: 4182.846680
	Iteration 63Q: 3 clusters Score -639863.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -639867.062500 Penalty: 4182.846680
	Iteration 64Q: 3 clusters Score -639867.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -639868.937500 Penalty: 4182.846680
	Iteration 65Q: 3 clusters Score -639868.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -639870.562500 Penalty: 4182.846680
	Iteration 66Q: 3 clusters Score -639870.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -639870.562500 Penalty: 4182.846680
	Iteration 67F: 3 clusters Score -639870.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Entering Unmasked Estep 
Score: -282652.312500 Penalty: 1891.993042
	Iteration 0F: 2 clusters Score -282652.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -279993.781250 Penalty: 3783.986084
	Iteration 0F: 3 clusters Score -279993.8 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -280472.656250 Penalty: 3783.986084
	Iteration 1F: 3 clusters Score -280472.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -280614.906250 Penalty: 3783.986084
	Iteration 2F: 3 clusters Score -280614.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -280706.000000 Penalty: 3783.986084
	Iteration 3Q: 3 clusters Score -280706 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -280779.500000 Penalty: 3783.986084
	Iteration 4Q: 3 clusters Score -280779.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -280817.656250 Penalty: 3783.986084
	Iteration 5Q: 3 clusters Score -280817.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -280846.875000 Penalty: 3783.986084
	Iteration 6Q: 3 clusters Score -280846.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -280864.062500 Penalty: 3783.986084
	Iteration 7Q: 3 clusters Score -280864.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -280874.750000 Penalty: 3783.986084
	Iteration 8Q: 3 clusters Score -280874.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -280882.968750 Penalty: 3783.986084
	Iteration 9Q: 3 clusters Score -280883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -280885.343750 Penalty: 3783.986084
	Iteration 10Q: 3 clusters Score -280885.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -280886.750000 Penalty: 3783.986084
	Iteration 11Q: 3 clusters Score -280886.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -280889.531250 Penalty: 3783.986084
	Iteration 12Q: 3 clusters Score -280889.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -280891.625000 Penalty: 3783.986084
	Iteration 13Q: 3 clusters Score -280891.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -280897.812500 Penalty: 3783.986084
	Iteration 14Q: 3 clusters Score -280897.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -280902.718750 Penalty: 3783.986084
	Iteration 15Q: 3 clusters Score -280902.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -280910.156250 Penalty: 3783.986084
	Iteration 16Q: 3 clusters Score -280910.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -280916.156250 Penalty: 3783.986084
	Iteration 17Q: 3 clusters Score -280916.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -280920.750000 Penalty: 3783.986084
	Iteration 18Q: 3 clusters Score -280920.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -280923.906250 Penalty: 3783.986084
	Iteration 19Q: 3 clusters Score -280923.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -280927.000000 Penalty: 3783.986084
	Iteration 20F: 3 clusters Score -280927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -280930.218750 Penalty: 3783.986084
	Iteration 21Q: 3 clusters Score -280930.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -280933.375000 Penalty: 3783.986084
	Iteration 22Q: 3 clusters Score -280933.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -280937.406250 Penalty: 3783.986084
	Iteration 23Q: 3 clusters Score -280937.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -280940.718750 Penalty: 3783.986084
	Iteration 24Q: 3 clusters Score -280940.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -280943.312500 Penalty: 3783.986084
	Iteration 25Q: 3 clusters Score -280943.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -280948.531250 Penalty: 3783.986084
	Iteration 26Q: 3 clusters Score -280948.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -280957.156250 Penalty: 3783.986084
	Iteration 27Q: 3 clusters Score -280957.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -280965.468750 Penalty: 3783.986084
	Iteration 28Q: 3 clusters Score -280965.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -280971.281250 Penalty: 3783.986084
	Iteration 29Q: 3 clusters Score -280971.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -280973.906250 Penalty: 3783.986084
	Iteration 30Q: 3 clusters Score -280973.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -280975.562500 Penalty: 3783.986084
	Iteration 31Q: 3 clusters Score -280975.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -280976.906250 Penalty: 3783.986084
	Iteration 32Q: 3 clusters Score -280976.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -280978.031250 Penalty: 3783.986084
	Iteration 33Q: 3 clusters Score -280978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -280978.312500 Penalty: 3783.986084
	Iteration 34Q: 3 clusters Score -280978.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -280978.843750 Penalty: 3783.986084
	Iteration 35Q: 3 clusters Score -280978.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -280979.468750 Penalty: 3783.986084
	Iteration 36Q: 3 clusters Score -280979.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -280979.468750 Penalty: 3783.986084
	Iteration 37F: 3 clusters Score -280979.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (165375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165375 members 
Entering Unmasked Estep 
Score: -23049834.000000 Penalty: 2979.960938
	Iteration 0F: 2 clusters Score -2.304983e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82694 members 
Mstep: Class 2 contains 82681 members 
Entering Unmasked Estep 
Score: -22943624.000000 Penalty: 5959.921875
	Iteration 0F: 3 clusters Score -2.294362e+07 nChanged 79175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82043 members 
Mstep: Class 2 contains 83332 members 
Entering Unmasked Estep 
Score: -22989212.000000 Penalty: 5959.921875
	Iteration 1F: 3 clusters Score -2.298921e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81693 members 
Mstep: Class 2 contains 83682 members 
Entering Unmasked Estep 
Score: -22990200.000000 Penalty: 5959.921875
	Iteration 2Q: 3 clusters Score -2.29902e+07 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81196 members 
Mstep: Class 2 contains 84179 members 
Entering Unmasked Estep 
Score: -22991430.000000 Penalty: 5959.921875
	Iteration 3Q: 3 clusters Score -2.299143e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80302 members 
Mstep: Class 2 contains 85073 members 
Entering Unmasked Estep 
Score: -22993398.000000 Penalty: 5959.921875
	Iteration 4Q: 3 clusters Score -2.29934e+07 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78833 members 
Mstep: Class 2 contains 86542 members 
Entering Unmasked Estep 
Score: -22996592.000000 Penalty: 5959.921875
	Iteration 5Q: 3 clusters Score -2.299659e+07 nChanged 8662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76339 members 
Mstep: Class 2 contains 89036 members 
Entering Unmasked Estep 
Score: -23001644.000000 Penalty: 5959.921875
	Iteration 6F: 3 clusters Score -2.300164e+07 nChanged 10437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72800 members 
Mstep: Class 2 contains 92575 members 
Entering Unmasked Estep 
Score: -23009044.000000 Penalty: 5959.921875
	Iteration 7F: 3 clusters Score -2.300904e+07 nChanged 11863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68089 members 
Mstep: Class 2 contains 97286 members 
Entering Unmasked Estep 
Score: -23018810.000000 Penalty: 5959.921875
	Iteration 8F: 3 clusters Score -2.301881e+07 nChanged 11349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63294 members 
Mstep: Class 2 contains 102081 members 
Entering Unmasked Estep 
Score: -23027342.000000 Penalty: 5959.921875
	Iteration 9F: 3 clusters Score -2.302734e+07 nChanged 8497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59263 members 
Mstep: Class 2 contains 106112 members 
Entering Unmasked Estep 
Score: -23031934.000000 Penalty: 5959.921875
	Iteration 10F: 3 clusters Score -2.303193e+07 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55499 members 
Mstep: Class 2 contains 109876 members 
Entering Unmasked Estep 
Score: -23034296.000000 Penalty: 5959.921875
	Iteration 11Q: 3 clusters Score -2.30343e+07 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51494 members 
Mstep: Class 2 contains 113881 members 
Entering Unmasked Estep 
Score: -23035958.000000 Penalty: 5959.921875
	Iteration 12Q: 3 clusters Score -2.303596e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47342 members 
Mstep: Class 2 contains 118033 members 
Entering Unmasked Estep 
Score: -23037606.000000 Penalty: 5959.921875
	Iteration 13Q: 3 clusters Score -2.303761e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43016 members 
Mstep: Class 2 contains 122359 members 
Entering Unmasked Estep 
Score: -23039442.000000 Penalty: 5959.921875
	Iteration 14Q: 3 clusters Score -2.303944e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38751 members 
Mstep: Class 2 contains 126624 members 
Entering Unmasked Estep 
Score: -23041346.000000 Penalty: 5959.921875
	Iteration 15Q: 3 clusters Score -2.304135e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 130649 members 
Entering Unmasked Estep 
Score: -23043030.000000 Penalty: 5959.921875
	Iteration 16Q: 3 clusters Score -2.304303e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30986 members 
Mstep: Class 2 contains 134389 members 
Entering Unmasked Estep 
Score: -23044630.000000 Penalty: 5959.921875
	Iteration 17Q: 3 clusters Score -2.304463e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 137786 members 
Entering Unmasked Estep 
Score: -23045790.000000 Penalty: 5959.921875
	Iteration 18Q: 3 clusters Score -2.304579e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 140873 members 
Entering Unmasked Estep 
Score: -23046716.000000 Penalty: 5959.921875
	Iteration 19Q: 3 clusters Score -2.304672e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 143663 members 
Entering Unmasked Estep 
Score: -23047536.000000 Penalty: 5959.921875
	Iteration 20F: 3 clusters Score -2.304754e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 146151 members 
Entering Unmasked Estep 
Score: -23048284.000000 Penalty: 5959.921875
	Iteration 21Q: 3 clusters Score -2.304828e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 148338 members 
Entering Unmasked Estep 
Score: -23048750.000000 Penalty: 5959.921875
	Iteration 22Q: 3 clusters Score -2.304875e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 150251 members 
Entering Unmasked Estep 
Score: -23049204.000000 Penalty: 5959.921875
	Iteration 23Q: 3 clusters Score -2.30492e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 151964 members 
Entering Unmasked Estep 
Score: -23049536.000000 Penalty: 5959.921875
	Iteration 24Q: 3 clusters Score -2.304954e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 153451 members 
Entering Unmasked Estep 
Score: -23049774.000000 Penalty: 5959.921875
	Iteration 25Q: 3 clusters Score -2.304977e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 154890 members 
Entering Unmasked Estep 
Score: -23050032.000000 Penalty: 5959.921875
	Iteration 26Q: 3 clusters Score -2.305003e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 156200 members 
Entering Unmasked Estep 
Score: -23050114.000000 Penalty: 5959.921875
	Iteration 27Q: 3 clusters Score -2.305011e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 157420 members 
Entering Unmasked Estep 
Score: -23049956.000000 Penalty: 5959.921875
	Iteration 28Q: 3 clusters Score -2.304996e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 158558 members 
Entering Unmasked Estep 
Score: -23049860.000000 Penalty: 5959.921875
	Iteration 29Q: 3 clusters Score -2.304986e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 159554 members 
Entering Unmasked Estep 
Score: -23049814.000000 Penalty: 5959.921875
	Iteration 30Q: 3 clusters Score -2.304981e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 160422 members 
Entering Unmasked Estep 
Score: -23049574.000000 Penalty: 5959.921875
	Iteration 31Q: 3 clusters Score -2.304957e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 161132 members 
Entering Unmasked Estep 
Score: -23049336.000000 Penalty: 5959.921875
	Iteration 32Q: 3 clusters Score -2.304934e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 161732 members 
Entering Unmasked Estep 
Score: -23049256.000000 Penalty: 5959.921875
	Iteration 33Q: 3 clusters Score -2.304926e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 162249 members 
Entering Unmasked Estep 
Score: -23049170.000000 Penalty: 5959.921875
	Iteration 34Q: 3 clusters Score -2.304917e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 162672 members 
Entering Unmasked Estep 
Score: -23048984.000000 Penalty: 5959.921875
	Iteration 35Q: 3 clusters Score -2.304898e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 162996 members 
Entering Unmasked Estep 
Score: -23048828.000000 Penalty: 5959.921875
	Iteration 36Q: 3 clusters Score -2.304883e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 163271 members 
Entering Unmasked Estep 
Score: -23048652.000000 Penalty: 5959.921875
	Iteration 37Q: 3 clusters Score -2.304865e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 163472 members 
Entering Unmasked Estep 
Score: -23048562.000000 Penalty: 5959.921875
	Iteration 38Q: 3 clusters Score -2.304856e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 163640 members 
Entering Unmasked Estep 
Score: -23048524.000000 Penalty: 5959.921875
	Iteration 39Q: 3 clusters Score -2.304852e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 163786 members 
Entering Unmasked Estep 
Score: -23048454.000000 Penalty: 5959.921875
	Iteration 40F: 3 clusters Score -2.304845e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 163905 members 
Entering Unmasked Estep 
Score: -23048426.000000 Penalty: 5959.921875
	Iteration 41Q: 3 clusters Score -2.304843e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 164000 members 
Entering Unmasked Estep 
Score: -23048360.000000 Penalty: 5959.921875
	Iteration 42Q: 3 clusters Score -2.304836e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 164082 members 
Entering Unmasked Estep 
Score: -23048308.000000 Penalty: 5959.921875
	Iteration 43Q: 3 clusters Score -2.304831e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 164142 members 
Entering Unmasked Estep 
Score: -23048292.000000 Penalty: 5959.921875
	Iteration 44Q: 3 clusters Score -2.304829e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 164190 members 
Entering Unmasked Estep 
Score: -23048272.000000 Penalty: 5959.921875
	Iteration 45Q: 3 clusters Score -2.304827e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 164230 members 
Entering Unmasked Estep 
Score: -23048228.000000 Penalty: 5959.921875
	Iteration 46Q: 3 clusters Score -2.304823e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 164264 members 
Entering Unmasked Estep 
Score: -23048182.000000 Penalty: 5959.921875
	Iteration 47Q: 3 clusters Score -2.304818e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 164292 members 
Entering Unmasked Estep 
Score: -23048158.000000 Penalty: 5959.921875
	Iteration 48Q: 3 clusters Score -2.304816e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 164318 members 
Entering Unmasked Estep 
Score: -23048132.000000 Penalty: 5959.921875
	Iteration 49Q: 3 clusters Score -2.304813e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 164341 members 
Entering Unmasked Estep 
Score: -23048138.000000 Penalty: 5959.921875
	Iteration 50Q: 3 clusters Score -2.304814e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 164360 members 
Entering Unmasked Estep 
Score: -23048126.000000 Penalty: 5959.921875
	Iteration 51Q: 3 clusters Score -2.304813e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 164382 members 
Entering Unmasked Estep 
Score: -23048110.000000 Penalty: 5959.921875
	Iteration 52Q: 3 clusters Score -2.304811e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 164403 members 
Entering Unmasked Estep 
Score: -23048106.000000 Penalty: 5959.921875
	Iteration 53Q: 3 clusters Score -2.304811e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 164417 members 
Entering Unmasked Estep 
Score: -23048084.000000 Penalty: 5959.921875
	Iteration 54Q: 3 clusters Score -2.304808e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 164435 members 
Entering Unmasked Estep 
Score: -23048062.000000 Penalty: 5959.921875
	Iteration 55Q: 3 clusters Score -2.304806e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 164452 members 
Entering Unmasked Estep 
Score: -23048072.000000 Penalty: 5959.921875
	Iteration 56Q: 3 clusters Score -2.304807e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 164470 members 
Entering Unmasked Estep 
Score: -23048054.000000 Penalty: 5959.921875
	Iteration 57Q: 3 clusters Score -2.304805e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 164488 members 
Entering Unmasked Estep 
Score: -23048060.000000 Penalty: 5959.921875
	Iteration 58Q: 3 clusters Score -2.304806e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 164511 members 
Entering Unmasked Estep 
Score: -23048032.000000 Penalty: 5959.921875
	Iteration 59Q: 3 clusters Score -2.304803e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 164528 members 
Entering Unmasked Estep 
Score: -23048038.000000 Penalty: 5959.921875
	Iteration 60F: 3 clusters Score -2.304804e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 164540 members 
Entering Unmasked Estep 
Score: -23048016.000000 Penalty: 5959.921875
	Iteration 61Q: 3 clusters Score -2.304802e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 164549 members 
Entering Unmasked Estep 
Score: -23048020.000000 Penalty: 5959.921875
	Iteration 62Q: 3 clusters Score -2.304802e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 164555 members 
Entering Unmasked Estep 
Score: -23048022.000000 Penalty: 5959.921875
	Iteration 63Q: 3 clusters Score -2.304802e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 164560 members 
Entering Unmasked Estep 
Score: -23048020.000000 Penalty: 5959.921875
	Iteration 64Q: 3 clusters Score -2.304802e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 164568 members 
Entering Unmasked Estep 
Score: -23048006.000000 Penalty: 5959.921875
	Iteration 65Q: 3 clusters Score -2.304801e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 164575 members 
Entering Unmasked Estep 
Score: -23047980.000000 Penalty: 5959.921875
	Iteration 66Q: 3 clusters Score -2.304798e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 164583 members 
Entering Unmasked Estep 
Score: -23047994.000000 Penalty: 5959.921875
	Iteration 67Q: 3 clusters Score -2.304799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 164586 members 
Entering Unmasked Estep 
Score: -23048002.000000 Penalty: 5959.921875
	Iteration 68Q: 3 clusters Score -2.3048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 164588 members 
Entering Unmasked Estep 
Score: -23047984.000000 Penalty: 5959.921875
	Iteration 69Q: 3 clusters Score -2.304798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 164594 members 
Entering Unmasked Estep 
Score: -23047974.000000 Penalty: 5959.921875
	Iteration 70Q: 3 clusters Score -2.304797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 164600 members 
Entering Unmasked Estep 
Score: -23047980.000000 Penalty: 5959.921875
	Iteration 71Q: 3 clusters Score -2.304798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 164604 members 
Entering Unmasked Estep 
Score: -23047958.000000 Penalty: 5959.921875
	Iteration 72Q: 3 clusters Score -2.304796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 164606 members 
Entering Unmasked Estep 
Score: -23047952.000000 Penalty: 5959.921875
	Iteration 73Q: 3 clusters Score -2.304795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 164610 members 
Entering Unmasked Estep 
Score: -23047968.000000 Penalty: 5959.921875
	Iteration 74Q: 3 clusters Score -2.304797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 164612 members 
Entering Unmasked Estep 
Score: -23047974.000000 Penalty: 5959.921875
	Iteration 75Q: 3 clusters Score -2.304797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 164614 members 
Entering Unmasked Estep 
Score: -23047968.000000 Penalty: 5959.921875
	Iteration 76Q: 3 clusters Score -2.304797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 164616 members 
Entering Unmasked Estep 
Score: -23047960.000000 Penalty: 5959.921875
	Iteration 77Q: 3 clusters Score -2.304796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 164617 members 
Entering Unmasked Estep 
Score: -23047974.000000 Penalty: 5959.921875
	Iteration 78Q: 3 clusters Score -2.304797e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 164617 members 
Entering Unmasked Estep 
Score: -23047974.000000 Penalty: 5959.921875
	Iteration 79F: 3 clusters Score -2.304797e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (65828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65828 members 
Entering Unmasked Estep 
Score: -9271045.000000 Penalty: 2751.510742
	Iteration 0F: 2 clusters Score -9271045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32828 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -9226924.000000 Penalty: 5503.021484
	Iteration 0F: 3 clusters Score -9226924 nChanged 30715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -9244182.000000 Penalty: 5503.021484
	Iteration 1F: 3 clusters Score -9244182 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -9244803.000000 Penalty: 5503.021484
	Iteration 2Q: 3 clusters Score -9244803 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -9245444.000000 Penalty: 5503.021484
	Iteration 3Q: 3 clusters Score -9245444 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -9246115.000000 Penalty: 5503.021484
	Iteration 4Q: 3 clusters Score -9246115 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -9246988.000000 Penalty: 5503.021484
	Iteration 5Q: 3 clusters Score -9246988 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -9247897.000000 Penalty: 5503.021484
	Iteration 6Q: 3 clusters Score -9247897 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -9248778.000000 Penalty: 5503.021484
	Iteration 7Q: 3 clusters Score -9248778 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -9249651.000000 Penalty: 5503.021484
	Iteration 8Q: 3 clusters Score -9249651 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 34639 members 
Entering Unmasked Estep 
Score: -9250439.000000 Penalty: 5503.021484
	Iteration 9Q: 3 clusters Score -9250439 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -9251106.000000 Penalty: 5503.021484
	Iteration 10Q: 3 clusters Score -9251106 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -9251669.000000 Penalty: 5503.021484
	Iteration 11Q: 3 clusters Score -9251669 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30220 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -9252061.000000 Penalty: 5503.021484
	Iteration 12Q: 3 clusters Score -9252061 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -9252523.000000 Penalty: 5503.021484
	Iteration 13Q: 3 clusters Score -9252523 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 37004 members 
Entering Unmasked Estep 
Score: -9252883.000000 Penalty: 5503.021484
	Iteration 14Q: 3 clusters Score -9252883 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -9253199.000000 Penalty: 5503.021484
	Iteration 15Q: 3 clusters Score -9253199 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -9253614.000000 Penalty: 5503.021484
	Iteration 16Q: 3 clusters Score -9253614 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -9254227.000000 Penalty: 5503.021484
	Iteration 17Q: 3 clusters Score -9254227 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 42827 members 
Entering Unmasked Estep 
Score: -9254958.000000 Penalty: 5503.021484
	Iteration 18Q: 3 clusters Score -9254958 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -9256078.000000 Penalty: 5503.021484
	Iteration 19Q: 3 clusters Score -9256078 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 48117 members 
Entering Unmasked Estep 
Score: -9257530.000000 Penalty: 5503.021484
	Iteration 20F: 3 clusters Score -9257530 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 51309 members 
Entering Unmasked Estep 
Score: -9259380.000000 Penalty: 5503.021484
	Iteration 21Q: 3 clusters Score -9259380 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 54598 members 
Entering Unmasked Estep 
Score: -9261549.000000 Penalty: 5503.021484
	Iteration 22F: 3 clusters Score -9261549 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 57576 members 
Entering Unmasked Estep 
Score: -9263719.000000 Penalty: 5503.021484
	Iteration 23Q: 3 clusters Score -9263719 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 59901 members 
Entering Unmasked Estep 
Score: -9265537.000000 Penalty: 5503.021484
	Iteration 24Q: 3 clusters Score -9265537 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 61418 members 
Entering Unmasked Estep 
Score: -9266745.000000 Penalty: 5503.021484
	Iteration 25Q: 3 clusters Score -9266745 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 62333 members 
Entering Unmasked Estep 
Score: -9267446.000000 Penalty: 5503.021484
	Iteration 26Q: 3 clusters Score -9267446 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 62890 members 
Entering Unmasked Estep 
Score: -9267852.000000 Penalty: 5503.021484
	Iteration 27Q: 3 clusters Score -9267852 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 63266 members 
Entering Unmasked Estep 
Score: -9268089.000000 Penalty: 5503.021484
	Iteration 28Q: 3 clusters Score -9268089 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 63543 members 
Entering Unmasked Estep 
Score: -9268200.000000 Penalty: 5503.021484
	Iteration 29Q: 3 clusters Score -9268200 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 63747 members 
Entering Unmasked Estep 
Score: -9268313.000000 Penalty: 5503.021484
	Iteration 30Q: 3 clusters Score -9268313 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 63910 members 
Entering Unmasked Estep 
Score: -9268357.000000 Penalty: 5503.021484
	Iteration 31Q: 3 clusters Score -9268357 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 64028 members 
Entering Unmasked Estep 
Score: -9268415.000000 Penalty: 5503.021484
	Iteration 32Q: 3 clusters Score -9268415 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 64136 members 
Entering Unmasked Estep 
Score: -9268449.000000 Penalty: 5503.021484
	Iteration 33Q: 3 clusters Score -9268449 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 64236 members 
Entering Unmasked Estep 
Score: -9268500.000000 Penalty: 5503.021484
	Iteration 34Q: 3 clusters Score -9268500 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 64318 members 
Entering Unmasked Estep 
Score: -9268555.000000 Penalty: 5503.021484
	Iteration 35Q: 3 clusters Score -9268555 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 64379 members 
Entering Unmasked Estep 
Score: -9268578.000000 Penalty: 5503.021484
	Iteration 36Q: 3 clusters Score -9268578 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 64445 members 
Entering Unmasked Estep 
Score: -9268620.000000 Penalty: 5503.021484
	Iteration 37Q: 3 clusters Score -9268620 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 64506 members 
Entering Unmasked Estep 
Score: -9268645.000000 Penalty: 5503.021484
	Iteration 38Q: 3 clusters Score -9268645 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 64549 members 
Entering Unmasked Estep 
Score: -9268676.000000 Penalty: 5503.021484
	Iteration 39Q: 3 clusters Score -9268676 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 64578 members 
Entering Unmasked Estep 
Score: -9268696.000000 Penalty: 5503.021484
	Iteration 40F: 3 clusters Score -9268696 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 64609 members 
Entering Unmasked Estep 
Score: -9268695.000000 Penalty: 5503.021484
	Iteration 41Q: 3 clusters Score -9268695 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 64631 members 
Entering Unmasked Estep 
Score: -9268700.000000 Penalty: 5503.021484
	Iteration 42Q: 3 clusters Score -9268700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 64648 members 
Entering Unmasked Estep 
Score: -9268713.000000 Penalty: 5503.021484
	Iteration 43Q: 3 clusters Score -9268713 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 64667 members 
Entering Unmasked Estep 
Score: -9268724.000000 Penalty: 5503.021484
	Iteration 44Q: 3 clusters Score -9268724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 64682 members 
Entering Unmasked Estep 
Score: -9268728.000000 Penalty: 5503.021484
	Iteration 45Q: 3 clusters Score -9268728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 64695 members 
Entering Unmasked Estep 
Score: -9268732.000000 Penalty: 5503.021484
	Iteration 46Q: 3 clusters Score -9268732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 64698 members 
Entering Unmasked Estep 
Score: -9268740.000000 Penalty: 5503.021484
	Iteration 47Q: 3 clusters Score -9268740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 64702 members 
Entering Unmasked Estep 
Score: -9268737.000000 Penalty: 5503.021484
	Iteration 48Q: 3 clusters Score -9268737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 64703 members 
Entering Unmasked Estep 
Score: -9268742.000000 Penalty: 5503.021484
	Iteration 49Q: 3 clusters Score -9268742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 64708 members 
Entering Unmasked Estep 
Score: -9268742.000000 Penalty: 5503.021484
	Iteration 50Q: 3 clusters Score -9268742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 64714 members 
Entering Unmasked Estep 
Score: -9268746.000000 Penalty: 5503.021484
	Iteration 51Q: 3 clusters Score -9268746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 64717 members 
Entering Unmasked Estep 
Score: -9268737.000000 Penalty: 5503.021484
	Iteration 52Q: 3 clusters Score -9268737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 64720 members 
Entering Unmasked Estep 
Score: -9268737.000000 Penalty: 5503.021484
	Iteration 53Q: 3 clusters Score -9268737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 64725 members 
Entering Unmasked Estep 
Score: -9268746.000000 Penalty: 5503.021484
	Iteration 54Q: 3 clusters Score -9268746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 64730 members 
Entering Unmasked Estep 
Score: -9268756.000000 Penalty: 5503.021484
	Iteration 55Q: 3 clusters Score -9268756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 64737 members 
Entering Unmasked Estep 
Score: -9268766.000000 Penalty: 5503.021484
	Iteration 56Q: 3 clusters Score -9268766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 64741 members 
Entering Unmasked Estep 
Score: -9268758.000000 Penalty: 5503.021484
	Iteration 57Q: 3 clusters Score -9268758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 64746 members 
Entering Unmasked Estep 
Score: -9268764.000000 Penalty: 5503.021484
	Iteration 58Q: 3 clusters Score -9268764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 64750 members 
Entering Unmasked Estep 
Score: -9268767.000000 Penalty: 5503.021484
	Iteration 59Q: 3 clusters Score -9268767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 64751 members 
Entering Unmasked Estep 
Score: -9268761.000000 Penalty: 5503.021484
	Iteration 60F: 3 clusters Score -9268761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (33507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Entering Unmasked Estep 
Score: -4744030.000000 Penalty: 2584.038574
	Iteration 0F: 2 clusters Score -4744030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -4721338.500000 Penalty: 5168.077148
	Iteration 0F: 3 clusters Score -4721338 nChanged 15224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -4729966.000000 Penalty: 5168.077148
	Iteration 1F: 3 clusters Score -4729966 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -4731020.000000 Penalty: 5168.077148
	Iteration 2F: 3 clusters Score -4731020 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -4732603.000000 Penalty: 5168.077148
	Iteration 3F: 3 clusters Score -4732603 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -4734445.000000 Penalty: 5168.077148
	Iteration 4F: 3 clusters Score -4734445 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -4736449.500000 Penalty: 5168.077148
	Iteration 5F: 3 clusters Score -4736450 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -4738482.000000 Penalty: 5168.077148
	Iteration 6F: 3 clusters Score -4738482 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -4740369.500000 Penalty: 5168.077148
	Iteration 7F: 3 clusters Score -4740370 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -4741767.500000 Penalty: 5168.077148
	Iteration 8Q: 3 clusters Score -4741768 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -4742702.500000 Penalty: 5168.077148
	Iteration 9Q: 3 clusters Score -4742702 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -4743244.000000 Penalty: 5168.077148
	Iteration 10Q: 3 clusters Score -4743244 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -4743555.500000 Penalty: 5168.077148
	Iteration 11Q: 3 clusters Score -4743556 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -4743709.000000 Penalty: 5168.077148
	Iteration 12Q: 3 clusters Score -4743709 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 32148 members 
Entering Unmasked Estep 
Score: -4743784.000000 Penalty: 5168.077148
	Iteration 13Q: 3 clusters Score -4743784 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -4743810.000000 Penalty: 5168.077148
	Iteration 14Q: 3 clusters Score -4743810 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
Score: -4743822.500000 Penalty: 5168.077148
	Iteration 15Q: 3 clusters Score -4743822 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -4743831.500000 Penalty: 5168.077148
	Iteration 16Q: 3 clusters Score -4743832 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -4743837.000000 Penalty: 5168.077148
	Iteration 17Q: 3 clusters Score -4743837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -4743838.500000 Penalty: 5168.077148
	Iteration 18Q: 3 clusters Score -4743838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -4743843.500000 Penalty: 5168.077148
	Iteration 19Q: 3 clusters Score -4743844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -4743845.500000 Penalty: 5168.077148
	Iteration 20F: 3 clusters Score -4743846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 32390 members 
Entering Unmasked Estep 
Score: -4743849.000000 Penalty: 5168.077148
	Iteration 21Q: 3 clusters Score -4743849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -4743849.500000 Penalty: 5168.077148
	Iteration 22Q: 3 clusters Score -4743850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -4743850.000000 Penalty: 5168.077148
	Iteration 23Q: 3 clusters Score -4743850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -4743848.500000 Penalty: 5168.077148
	Iteration 24Q: 3 clusters Score -4743848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -4743851.000000 Penalty: 5168.077148
	Iteration 25Q: 3 clusters Score -4743851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -4743846.500000 Penalty: 5168.077148
	Iteration 26Q: 3 clusters Score -4743846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -4743850.000000 Penalty: 5168.077148
	Iteration 27Q: 3 clusters Score -4743850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -4743850.000000 Penalty: 5168.077148
	Iteration 28F: 3 clusters Score -4743850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Entering Unmasked Estep 
Score: -2041494.875000 Penalty: 2373.975098
	Iteration 0F: 2 clusters Score -2041495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -2031133.125000 Penalty: 4747.950195
	Iteration 0F: 3 clusters Score -2031133 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -2034196.125000 Penalty: 4747.950195
	Iteration 1F: 3 clusters Score -2034196 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -2034459.500000 Penalty: 4747.950195
	Iteration 2F: 3 clusters Score -2034460 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -2034686.875000 Penalty: 4747.950195
	Iteration 3Q: 3 clusters Score -2034687 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2034884.250000 Penalty: 4747.950195
	Iteration 4Q: 3 clusters Score -2034884 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -2035039.750000 Penalty: 4747.950195
	Iteration 5Q: 3 clusters Score -2035040 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -2035201.500000 Penalty: 4747.950195
	Iteration 6Q: 3 clusters Score -2035202 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2035338.875000 Penalty: 4747.950195
	Iteration 7Q: 3 clusters Score -2035339 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -2035477.500000 Penalty: 4747.950195
	Iteration 8Q: 3 clusters Score -2035478 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2035607.750000 Penalty: 4747.950195
	Iteration 9Q: 3 clusters Score -2035608 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2035769.875000 Penalty: 4747.950195
	Iteration 10Q: 3 clusters Score -2035770 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2035950.250000 Penalty: 4747.950195
	Iteration 11Q: 3 clusters Score -2035950 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2036182.750000 Penalty: 4747.950195
	Iteration 12Q: 3 clusters Score -2036183 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2036500.000000 Penalty: 4747.950195
	Iteration 13Q: 3 clusters Score -2036500 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2036906.875000 Penalty: 4747.950195
	Iteration 14Q: 3 clusters Score -2036907 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -2037413.000000 Penalty: 4747.950195
	Iteration 15F: 3 clusters Score -2037413 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2037986.000000 Penalty: 4747.950195
	Iteration 16Q: 3 clusters Score -2037986 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -2038487.875000 Penalty: 4747.950195
	Iteration 17Q: 3 clusters Score -2038488 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -2038893.625000 Penalty: 4747.950195
	Iteration 18Q: 3 clusters Score -2038894 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -2039193.625000 Penalty: 4747.950195
	Iteration 19Q: 3 clusters Score -2039194 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2039400.375000 Penalty: 4747.950195
	Iteration 20F: 3 clusters Score -2039400 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -2039507.125000 Penalty: 4747.950195
	Iteration 21Q: 3 clusters Score -2039507 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -2039586.250000 Penalty: 4747.950195
	Iteration 22Q: 3 clusters Score -2039586 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -2039648.500000 Penalty: 4747.950195
	Iteration 23Q: 3 clusters Score -2039648 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -2039686.125000 Penalty: 4747.950195
	Iteration 24Q: 3 clusters Score -2039686 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -2039723.625000 Penalty: 4747.950195
	Iteration 25Q: 3 clusters Score -2039724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -2039734.875000 Penalty: 4747.950195
	Iteration 26Q: 3 clusters Score -2039735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -2039743.875000 Penalty: 4747.950195
	Iteration 27Q: 3 clusters Score -2039744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -2039752.625000 Penalty: 4747.950195
	Iteration 28Q: 3 clusters Score -2039753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -2039758.250000 Penalty: 4747.950195
	Iteration 29Q: 3 clusters Score -2039758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -2039758.000000 Penalty: 4747.950195
	Iteration 30Q: 3 clusters Score -2039758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -2039764.625000 Penalty: 4747.950195
	Iteration 31Q: 3 clusters Score -2039765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -2039763.625000 Penalty: 4747.950195
	Iteration 32Q: 3 clusters Score -2039764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -2039763.625000 Penalty: 4747.950195
	Iteration 33F: 3 clusters Score -2039764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (176215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176215 members 
Entering Unmasked Estep 
Score: -24834964.000000 Penalty: 2995.706055
	Iteration 0F: 2 clusters Score -2.483496e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87997 members 
Mstep: Class 2 contains 88218 members 
Entering Unmasked Estep 
Score: -24726746.000000 Penalty: 5991.412109
	Iteration 0F: 3 clusters Score -2.472675e+07 nChanged 84482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86173 members 
Mstep: Class 2 contains 90042 members 
Entering Unmasked Estep 
Score: -24775720.000000 Penalty: 5991.412109
	Iteration 1F: 3 clusters Score -2.477572e+07 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84940 members 
Mstep: Class 2 contains 91275 members 
Entering Unmasked Estep 
Score: -24776738.000000 Penalty: 5991.412109
	Iteration 2Q: 3 clusters Score -2.477674e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83096 members 
Mstep: Class 2 contains 93119 members 
Entering Unmasked Estep 
Score: -24777616.000000 Penalty: 5991.412109
	Iteration 3Q: 3 clusters Score -2.477762e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80454 members 
Mstep: Class 2 contains 95761 members 
Entering Unmasked Estep 
Score: -24778786.000000 Penalty: 5991.412109
	Iteration 4Q: 3 clusters Score -2.477879e+07 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76812 members 
Mstep: Class 2 contains 99403 members 
Entering Unmasked Estep 
Score: -24780732.000000 Penalty: 5991.412109
	Iteration 5Q: 3 clusters Score -2.478073e+07 nChanged 8045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72105 members 
Mstep: Class 2 contains 104110 members 
Entering Unmasked Estep 
Score: -24783452.000000 Penalty: 5991.412109
	Iteration 6Q: 3 clusters Score -2.478345e+07 nChanged 9193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66654 members 
Mstep: Class 2 contains 109561 members 
Entering Unmasked Estep 
Score: -24787488.000000 Penalty: 5991.412109
	Iteration 7F: 3 clusters Score -2.478749e+07 nChanged 10327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61249 members 
Mstep: Class 2 contains 114966 members 
Entering Unmasked Estep 
Score: -24793704.000000 Penalty: 5991.412109
	Iteration 8F: 3 clusters Score -2.47937e+07 nChanged 10838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57657 members 
Mstep: Class 2 contains 118558 members 
Entering Unmasked Estep 
Score: -24801144.000000 Penalty: 5991.412109
	Iteration 9F: 3 clusters Score -2.480114e+07 nChanged 10306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56943 members 
Mstep: Class 2 contains 119272 members 
Entering Unmasked Estep 
Score: -24806836.000000 Penalty: 5991.412109
	Iteration 10F: 3 clusters Score -2.480684e+07 nChanged 7465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57848 members 
Mstep: Class 2 contains 118367 members 
Entering Unmasked Estep 
Score: -24808994.000000 Penalty: 5991.412109
	Iteration 11Q: 3 clusters Score -2.480899e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59066 members 
Mstep: Class 2 contains 117149 members 
Entering Unmasked Estep 
Score: -24809494.000000 Penalty: 5991.412109
	Iteration 12Q: 3 clusters Score -2.480949e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60298 members 
Mstep: Class 2 contains 115917 members 
Entering Unmasked Estep 
Score: -24809526.000000 Penalty: 5991.412109
	Iteration 13Q: 3 clusters Score -2.480953e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61646 members 
Mstep: Class 2 contains 114569 members 
Entering Unmasked Estep 
Score: -24809688.000000 Penalty: 5991.412109
	Iteration 14Q: 3 clusters Score -2.480969e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63048 members 
Mstep: Class 2 contains 113167 members 
Entering Unmasked Estep 
Score: -24809608.000000 Penalty: 5991.412109
	Iteration 15Q: 3 clusters Score -2.480961e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64578 members 
Mstep: Class 2 contains 111637 members 
Entering Unmasked Estep 
Score: -24809516.000000 Penalty: 5991.412109
	Iteration 16Q: 3 clusters Score -2.480952e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66221 members 
Mstep: Class 2 contains 109994 members 
Entering Unmasked Estep 
Score: -24809486.000000 Penalty: 5991.412109
	Iteration 17Q: 3 clusters Score -2.480949e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67849 members 
Mstep: Class 2 contains 108366 members 
Entering Unmasked Estep 
Score: -24809516.000000 Penalty: 5991.412109
	Iteration 18Q: 3 clusters Score -2.480952e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69488 members 
Mstep: Class 2 contains 106727 members 
Entering Unmasked Estep 
Score: -24809354.000000 Penalty: 5991.412109
	Iteration 19Q: 3 clusters Score -2.480935e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71199 members 
Mstep: Class 2 contains 105016 members 
Entering Unmasked Estep 
Score: -24809364.000000 Penalty: 5991.412109
	Iteration 20F: 3 clusters Score -2.480936e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72943 members 
Mstep: Class 2 contains 103272 members 
Entering Unmasked Estep 
Score: -24809438.000000 Penalty: 5991.412109
	Iteration 21Q: 3 clusters Score -2.480944e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74698 members 
Mstep: Class 2 contains 101517 members 
Entering Unmasked Estep 
Score: -24809408.000000 Penalty: 5991.412109
	Iteration 22Q: 3 clusters Score -2.480941e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76460 members 
Mstep: Class 2 contains 99755 members 
Entering Unmasked Estep 
Score: -24809416.000000 Penalty: 5991.412109
	Iteration 23Q: 3 clusters Score -2.480942e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78303 members 
Mstep: Class 2 contains 97912 members 
Entering Unmasked Estep 
Score: -24809576.000000 Penalty: 5991.412109
	Iteration 24Q: 3 clusters Score -2.480958e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80279 members 
Mstep: Class 2 contains 95936 members 
Entering Unmasked Estep 
Score: -24809894.000000 Penalty: 5991.412109
	Iteration 25Q: 3 clusters Score -2.480989e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82355 members 
Mstep: Class 2 contains 93860 members 
Entering Unmasked Estep 
Score: -24809942.000000 Penalty: 5991.412109
	Iteration 26Q: 3 clusters Score -2.480994e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84443 members 
Mstep: Class 2 contains 91772 members 
Entering Unmasked Estep 
Score: -24809994.000000 Penalty: 5991.412109
	Iteration 27Q: 3 clusters Score -2.480999e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86578 members 
Mstep: Class 2 contains 89637 members 
Entering Unmasked Estep 
Score: -24810102.000000 Penalty: 5991.412109
	Iteration 28Q: 3 clusters Score -2.48101e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88664 members 
Mstep: Class 2 contains 87551 members 
Entering Unmasked Estep 
Score: -24810144.000000 Penalty: 5991.412109
	Iteration 29Q: 3 clusters Score -2.481014e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90845 members 
Mstep: Class 2 contains 85370 members 
Entering Unmasked Estep 
Score: -24810134.000000 Penalty: 5991.412109
	Iteration 30Q: 3 clusters Score -2.481013e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93132 members 
Mstep: Class 2 contains 83083 members 
Entering Unmasked Estep 
Score: -24810270.000000 Penalty: 5991.412109
	Iteration 31Q: 3 clusters Score -2.481027e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95634 members 
Mstep: Class 2 contains 80581 members 
Entering Unmasked Estep 
Score: -24810286.000000 Penalty: 5991.412109
	Iteration 32Q: 3 clusters Score -2.481029e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98402 members 
Mstep: Class 2 contains 77813 members 
Entering Unmasked Estep 
Score: -24810410.000000 Penalty: 5991.412109
	Iteration 33Q: 3 clusters Score -2.481041e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101236 members 
Mstep: Class 2 contains 74979 members 
Entering Unmasked Estep 
Score: -24810716.000000 Penalty: 5991.412109
	Iteration 34Q: 3 clusters Score -2.481072e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104207 members 
Mstep: Class 2 contains 72008 members 
Entering Unmasked Estep 
Score: -24811050.000000 Penalty: 5991.412109
	Iteration 35Q: 3 clusters Score -2.481105e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107582 members 
Mstep: Class 2 contains 68633 members 
Entering Unmasked Estep 
Score: -24811464.000000 Penalty: 5991.412109
	Iteration 36Q: 3 clusters Score -2.481146e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111165 members 
Mstep: Class 2 contains 65050 members 
Entering Unmasked Estep 
Score: -24812040.000000 Penalty: 5991.412109
	Iteration 37Q: 3 clusters Score -2.481204e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114998 members 
Mstep: Class 2 contains 61217 members 
Entering Unmasked Estep 
Score: -24812436.000000 Penalty: 5991.412109
	Iteration 38Q: 3 clusters Score -2.481244e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119084 members 
Mstep: Class 2 contains 57131 members 
Entering Unmasked Estep 
Score: -24812908.000000 Penalty: 5991.412109
	Iteration 39Q: 3 clusters Score -2.481291e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123219 members 
Mstep: Class 2 contains 52996 members 
Entering Unmasked Estep 
Score: -24813898.000000 Penalty: 5991.412109
	Iteration 40F: 3 clusters Score -2.48139e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127977 members 
Mstep: Class 2 contains 48238 members 
Entering Unmasked Estep 
Score: -24814868.000000 Penalty: 5991.412109
	Iteration 41Q: 3 clusters Score -2.481487e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133049 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -24816052.000000 Penalty: 5991.412109
	Iteration 42Q: 3 clusters Score -2.481605e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138195 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -24817372.000000 Penalty: 5991.412109
	Iteration 43Q: 3 clusters Score -2.481737e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143080 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -24818710.000000 Penalty: 5991.412109
	Iteration 44Q: 3 clusters Score -2.481871e+07 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147703 members 
Mstep: Class 2 contains 28512 members 
Entering Unmasked Estep 
Score: -24820236.000000 Penalty: 5991.412109
	Iteration 45Q: 3 clusters Score -2.482024e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152019 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -24822180.000000 Penalty: 5991.412109
	Iteration 46Q: 3 clusters Score -2.482218e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155913 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -24824872.000000 Penalty: 5991.412109
	Iteration 47Q: 3 clusters Score -2.482487e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159300 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -24827216.000000 Penalty: 5991.412109
	Iteration 48Q: 3 clusters Score -2.482722e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162212 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -24829018.000000 Penalty: 5991.412109
	Iteration 49Q: 3 clusters Score -2.482902e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164732 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -24830360.000000 Penalty: 5991.412109
	Iteration 50Q: 3 clusters Score -2.483036e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166970 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -24831474.000000 Penalty: 5991.412109
	Iteration 51Q: 3 clusters Score -2.483147e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168861 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -24832178.000000 Penalty: 5991.412109
	Iteration 52Q: 3 clusters Score -2.483218e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170425 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -24832508.000000 Penalty: 5991.412109
	Iteration 53Q: 3 clusters Score -2.483251e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171702 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -24832694.000000 Penalty: 5991.412109
	Iteration 54Q: 3 clusters Score -2.483269e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172672 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -24832838.000000 Penalty: 5991.412109
	Iteration 55Q: 3 clusters Score -2.483284e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173359 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -24832908.000000 Penalty: 5991.412109
	Iteration 56Q: 3 clusters Score -2.483291e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173867 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -24833024.000000 Penalty: 5991.412109
	Iteration 57Q: 3 clusters Score -2.483302e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174237 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -24833040.000000 Penalty: 5991.412109
	Iteration 58Q: 3 clusters Score -2.483304e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174481 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -24833038.000000 Penalty: 5991.412109
	Iteration 59Q: 3 clusters Score -2.483304e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174671 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -24833036.000000 Penalty: 5991.412109
	Iteration 60F: 3 clusters Score -2.483304e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174814 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -24832978.000000 Penalty: 5991.412109
	Iteration 61Q: 3 clusters Score -2.483298e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174922 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -24832972.000000 Penalty: 5991.412109
	Iteration 62Q: 3 clusters Score -2.483297e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174999 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -24832982.000000 Penalty: 5991.412109
	Iteration 63Q: 3 clusters Score -2.483298e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175043 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -24832978.000000 Penalty: 5991.412109
	Iteration 64Q: 3 clusters Score -2.483298e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175072 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -24832988.000000 Penalty: 5991.412109
	Iteration 65Q: 3 clusters Score -2.483299e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175077 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -24832992.000000 Penalty: 5991.412109
	Iteration 66Q: 3 clusters Score -2.483299e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175095 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -24832980.000000 Penalty: 5991.412109
	Iteration 67Q: 3 clusters Score -2.483298e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175122 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -24832988.000000 Penalty: 5991.412109
	Iteration 68Q: 3 clusters Score -2.483299e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175139 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -24832966.000000 Penalty: 5991.412109
	Iteration 69Q: 3 clusters Score -2.483297e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175157 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -24832968.000000 Penalty: 5991.412109
	Iteration 70Q: 3 clusters Score -2.483297e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175168 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -24832950.000000 Penalty: 5991.412109
	Iteration 71Q: 3 clusters Score -2.483295e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175183 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -24832962.000000 Penalty: 5991.412109
	Iteration 72Q: 3 clusters Score -2.483296e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175191 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -24832940.000000 Penalty: 5991.412109
	Iteration 73Q: 3 clusters Score -2.483294e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175198 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -24832948.000000 Penalty: 5991.412109
	Iteration 74Q: 3 clusters Score -2.483295e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175207 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -24832930.000000 Penalty: 5991.412109
	Iteration 75Q: 3 clusters Score -2.483293e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175217 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -24832936.000000 Penalty: 5991.412109
	Iteration 76Q: 3 clusters Score -2.483294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175220 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -24832936.000000 Penalty: 5991.412109
	Iteration 77Q: 3 clusters Score -2.483294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175222 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -24832932.000000 Penalty: 5991.412109
	Iteration 78Q: 3 clusters Score -2.483293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175224 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -24832932.000000 Penalty: 5991.412109
	Iteration 79Q: 3 clusters Score -2.483293e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175224 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -24832932.000000 Penalty: 5991.412109
	Iteration 80F: 3 clusters Score -2.483293e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Entering Unmasked Estep 
Score: -1652322.500000 Penalty: 2320.737305
	Iteration 0F: 2 clusters Score -1652322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1643671.500000 Penalty: 4641.474609
	Iteration 0F: 3 clusters Score -1643672 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1646190.250000 Penalty: 4641.474609
	Iteration 1F: 3 clusters Score -1646190 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1646479.375000 Penalty: 4641.474609
	Iteration 2F: 3 clusters Score -1646479 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1646701.625000 Penalty: 4641.474609
	Iteration 3Q: 3 clusters Score -1646702 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1646909.875000 Penalty: 4641.474609
	Iteration 4Q: 3 clusters Score -1646910 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1647083.250000 Penalty: 4641.474609
	Iteration 5Q: 3 clusters Score -1647083 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1647207.625000 Penalty: 4641.474609
	Iteration 6Q: 3 clusters Score -1647208 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1647310.500000 Penalty: 4641.474609
	Iteration 7Q: 3 clusters Score -1647310 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1647396.750000 Penalty: 4641.474609
	Iteration 8Q: 3 clusters Score -1647397 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1647496.250000 Penalty: 4641.474609
	Iteration 9Q: 3 clusters Score -1647496 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1647578.375000 Penalty: 4641.474609
	Iteration 10Q: 3 clusters Score -1647578 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1647647.625000 Penalty: 4641.474609
	Iteration 11Q: 3 clusters Score -1647648 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1647742.875000 Penalty: 4641.474609
	Iteration 12Q: 3 clusters Score -1647743 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1647856.500000 Penalty: 4641.474609
	Iteration 13Q: 3 clusters Score -1647856 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1647982.250000 Penalty: 4641.474609
	Iteration 14Q: 3 clusters Score -1647982 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1648145.625000 Penalty: 4641.474609
	Iteration 15Q: 3 clusters Score -1648146 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1648323.875000 Penalty: 4641.474609
	Iteration 16Q: 3 clusters Score -1648324 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1648485.875000 Penalty: 4641.474609
	Iteration 17Q: 3 clusters Score -1648486 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1648658.250000 Penalty: 4641.474609
	Iteration 18Q: 3 clusters Score -1648658 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1648808.500000 Penalty: 4641.474609
	Iteration 19Q: 3 clusters Score -1648808 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1648922.500000 Penalty: 4641.474609
	Iteration 20F: 3 clusters Score -1648922 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1648998.250000 Penalty: 4641.474609
	Iteration 21Q: 3 clusters Score -1648998 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1649060.625000 Penalty: 4641.474609
	Iteration 22Q: 3 clusters Score -1649061 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1649114.750000 Penalty: 4641.474609
	Iteration 23Q: 3 clusters Score -1649115 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1649170.375000 Penalty: 4641.474609
	Iteration 24Q: 3 clusters Score -1649170 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1649206.500000 Penalty: 4641.474609
	Iteration 25Q: 3 clusters Score -1649206 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1649233.750000 Penalty: 4641.474609
	Iteration 26Q: 3 clusters Score -1649234 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1649262.750000 Penalty: 4641.474609
	Iteration 27Q: 3 clusters Score -1649263 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1649272.125000 Penalty: 4641.474609
	Iteration 28Q: 3 clusters Score -1649272 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1649288.375000 Penalty: 4641.474609
	Iteration 29Q: 3 clusters Score -1649288 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1649306.000000 Penalty: 4641.474609
	Iteration 30Q: 3 clusters Score -1649306 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1649310.125000 Penalty: 4641.474609
	Iteration 31Q: 3 clusters Score -1649310 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1649326.250000 Penalty: 4641.474609
	Iteration 32Q: 3 clusters Score -1649326 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1649344.625000 Penalty: 4641.474609
	Iteration 33Q: 3 clusters Score -1649345 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1649360.500000 Penalty: 4641.474609
	Iteration 34Q: 3 clusters Score -1649360 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1649377.250000 Penalty: 4641.474609
	Iteration 35Q: 3 clusters Score -1649377 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1649390.500000 Penalty: 4641.474609
	Iteration 36Q: 3 clusters Score -1649390 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1649402.625000 Penalty: 4641.474609
	Iteration 37Q: 3 clusters Score -1649403 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1649410.375000 Penalty: 4641.474609
	Iteration 38Q: 3 clusters Score -1649410 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1649415.875000 Penalty: 4641.474609
	Iteration 39Q: 3 clusters Score -1649416 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1649421.500000 Penalty: 4641.474609
	Iteration 40F: 3 clusters Score -1649422 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1649433.000000 Penalty: 4641.474609
	Iteration 41Q: 3 clusters Score -1649433 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1649441.750000 Penalty: 4641.474609
	Iteration 42Q: 3 clusters Score -1649442 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1649454.250000 Penalty: 4641.474609
	Iteration 43Q: 3 clusters Score -1649454 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1649462.500000 Penalty: 4641.474609
	Iteration 44Q: 3 clusters Score -1649462 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1649468.875000 Penalty: 4641.474609
	Iteration 45Q: 3 clusters Score -1649469 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1649474.750000 Penalty: 4641.474609
	Iteration 46Q: 3 clusters Score -1649475 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1649475.250000 Penalty: 4641.474609
	Iteration 47Q: 3 clusters Score -1649475 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1649480.750000 Penalty: 4641.474609
	Iteration 48Q: 3 clusters Score -1649481 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1649478.750000 Penalty: 4641.474609
	Iteration 49Q: 3 clusters Score -1649479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1649482.500000 Penalty: 4641.474609
	Iteration 50Q: 3 clusters Score -1649482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1649488.375000 Penalty: 4641.474609
	Iteration 51Q: 3 clusters Score -1649488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1649493.375000 Penalty: 4641.474609
	Iteration 52Q: 3 clusters Score -1649493 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1649492.750000 Penalty: 4641.474609
	Iteration 53Q: 3 clusters Score -1649493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1649497.000000 Penalty: 4641.474609
	Iteration 54Q: 3 clusters Score -1649497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1649501.250000 Penalty: 4641.474609
	Iteration 55Q: 3 clusters Score -1649501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1649503.625000 Penalty: 4641.474609
	Iteration 56Q: 3 clusters Score -1649504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1649504.125000 Penalty: 4641.474609
	Iteration 57Q: 3 clusters Score -1649504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1649509.250000 Penalty: 4641.474609
	Iteration 58Q: 3 clusters Score -1649509 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1649511.125000 Penalty: 4641.474609
	Iteration 59Q: 3 clusters Score -1649511 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1649512.000000 Penalty: 4641.474609
	Iteration 60F: 3 clusters Score -1649512 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1649518.500000 Penalty: 4641.474609
	Iteration 61Q: 3 clusters Score -1649518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1649524.000000 Penalty: 4641.474609
	Iteration 62Q: 3 clusters Score -1649524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1649523.750000 Penalty: 4641.474609
	Iteration 63Q: 3 clusters Score -1649524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1649529.250000 Penalty: 4641.474609
	Iteration 64Q: 3 clusters Score -1649529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1649525.500000 Penalty: 4641.474609
	Iteration 65Q: 3 clusters Score -1649526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1649529.625000 Penalty: 4641.474609
	Iteration 66Q: 3 clusters Score -1649530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1649531.750000 Penalty: 4641.474609
	Iteration 67Q: 3 clusters Score -1649532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1649532.500000 Penalty: 4641.474609
	Iteration 68Q: 3 clusters Score -1649532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1649532.625000 Penalty: 4641.474609
	Iteration 69Q: 3 clusters Score -1649533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1649535.250000 Penalty: 4641.474609
	Iteration 70Q: 3 clusters Score -1649535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1649535.500000 Penalty: 4641.474609
	Iteration 71Q: 3 clusters Score -1649536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1649537.250000 Penalty: 4641.474609
	Iteration 72Q: 3 clusters Score -1649537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1649538.125000 Penalty: 4641.474609
	Iteration 73Q: 3 clusters Score -1649538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1649535.875000 Penalty: 4641.474609
	Iteration 74Q: 3 clusters Score -1649536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1649535.625000 Penalty: 4641.474609
	Iteration 75Q: 3 clusters Score -1649536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1649537.125000 Penalty: 4641.474609
	Iteration 76Q: 3 clusters Score -1649537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1649537.125000 Penalty: 4641.474609
	Iteration 77Q: 3 clusters Score -1649537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1649538.875000 Penalty: 4641.474609
	Iteration 78Q: 3 clusters Score -1649539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1649543.375000 Penalty: 4641.474609
	Iteration 79Q: 3 clusters Score -1649543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1649542.375000 Penalty: 4641.474609
	Iteration 80F: 3 clusters Score -1649542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1649544.875000 Penalty: 4641.474609
	Iteration 81Q: 3 clusters Score -1649545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1649544.875000 Penalty: 4641.474609
	Iteration 82F: 3 clusters Score -1649545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Entering Unmasked Estep 
Score: -2499615.250000 Penalty: 2425.739258
	Iteration 0F: 2 clusters Score -2499615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -2487096.500000 Penalty: 4851.478516
	Iteration 0F: 3 clusters Score -2487096 nChanged 7702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -2491336.750000 Penalty: 4851.478516
	Iteration 1F: 3 clusters Score -2491337 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2491806.250000 Penalty: 4851.478516
	Iteration 2F: 3 clusters Score -2491806 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -2492297.000000 Penalty: 4851.478516
	Iteration 3F: 3 clusters Score -2492297 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -2492812.500000 Penalty: 4851.478516
	Iteration 4F: 3 clusters Score -2492812 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -2493410.000000 Penalty: 4851.478516
	Iteration 5F: 3 clusters Score -2493410 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -2494147.750000 Penalty: 4851.478516
	Iteration 6F: 3 clusters Score -2494148 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -2495049.500000 Penalty: 4851.478516
	Iteration 7F: 3 clusters Score -2495050 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2495852.750000 Penalty: 4851.478516
	Iteration 8F: 3 clusters Score -2495853 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2496476.500000 Penalty: 4851.478516
	Iteration 9Q: 3 clusters Score -2496476 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2496870.750000 Penalty: 4851.478516
	Iteration 10Q: 3 clusters Score -2496871 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2497128.500000 Penalty: 4851.478516
	Iteration 11Q: 3 clusters Score -2497128 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2497282.500000 Penalty: 4851.478516
	Iteration 12Q: 3 clusters Score -2497282 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2497370.750000 Penalty: 4851.478516
	Iteration 13Q: 3 clusters Score -2497371 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2497420.250000 Penalty: 4851.478516
	Iteration 14Q: 3 clusters Score -2497420 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2497442.500000 Penalty: 4851.478516
	Iteration 15Q: 3 clusters Score -2497442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2497457.000000 Penalty: 4851.478516
	Iteration 16Q: 3 clusters Score -2497457 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2497470.000000 Penalty: 4851.478516
	Iteration 17Q: 3 clusters Score -2497470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2497481.750000 Penalty: 4851.478516
	Iteration 18Q: 3 clusters Score -2497482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2497487.500000 Penalty: 4851.478516
	Iteration 19Q: 3 clusters Score -2497488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2497500.500000 Penalty: 4851.478516
	Iteration 20F: 3 clusters Score -2497500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2497507.250000 Penalty: 4851.478516
	Iteration 21Q: 3 clusters Score -2497507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2497514.500000 Penalty: 4851.478516
	Iteration 22Q: 3 clusters Score -2497514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2497532.250000 Penalty: 4851.478516
	Iteration 23Q: 3 clusters Score -2497532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2497540.750000 Penalty: 4851.478516
	Iteration 24Q: 3 clusters Score -2497541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2497552.000000 Penalty: 4851.478516
	Iteration 25Q: 3 clusters Score -2497552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2497558.750000 Penalty: 4851.478516
	Iteration 26Q: 3 clusters Score -2497559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2497560.500000 Penalty: 4851.478516
	Iteration 27Q: 3 clusters Score -2497560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2497565.000000 Penalty: 4851.478516
	Iteration 28Q: 3 clusters Score -2497565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2497567.250000 Penalty: 4851.478516
	Iteration 29Q: 3 clusters Score -2497567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2497566.500000 Penalty: 4851.478516
	Iteration 30Q: 3 clusters Score -2497566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2497569.250000 Penalty: 4851.478516
	Iteration 31Q: 3 clusters Score -2497569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2497569.250000 Penalty: 4851.478516
	Iteration 32F: 3 clusters Score -2497569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (32732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Entering Unmasked Estep 
Score: -4647684.000000 Penalty: 2578.234863
	Iteration 0F: 2 clusters Score -4647684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -4625242.000000 Penalty: 5156.469727
	Iteration 0F: 3 clusters Score -4625242 nChanged 14858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -4633317.500000 Penalty: 5156.469727
	Iteration 1F: 3 clusters Score -4633318 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -4633727.500000 Penalty: 5156.469727
	Iteration 2Q: 3 clusters Score -4633728 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -4634120.500000 Penalty: 5156.469727
	Iteration 3Q: 3 clusters Score -4634120 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -4634433.500000 Penalty: 5156.469727
	Iteration 4Q: 3 clusters Score -4634434 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -4634787.000000 Penalty: 5156.469727
	Iteration 5Q: 3 clusters Score -4634787 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -4635172.500000 Penalty: 5156.469727
	Iteration 6Q: 3 clusters Score -4635172 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -4635687.000000 Penalty: 5156.469727
	Iteration 7Q: 3 clusters Score -4635687 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -4636288.500000 Penalty: 5156.469727
	Iteration 8Q: 3 clusters Score -4636288 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -4637150.500000 Penalty: 5156.469727
	Iteration 9F: 3 clusters Score -4637150 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -4638375.000000 Penalty: 5156.469727
	Iteration 10F: 3 clusters Score -4638375 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -4639923.500000 Penalty: 5156.469727
	Iteration 11F: 3 clusters Score -4639924 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -4641656.500000 Penalty: 5156.469727
	Iteration 12F: 3 clusters Score -4641656 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -4642897.000000 Penalty: 5156.469727
	Iteration 13Q: 3 clusters Score -4642897 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -4643437.500000 Penalty: 5156.469727
	Iteration 14Q: 3 clusters Score -4643438 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -4643659.500000 Penalty: 5156.469727
	Iteration 15Q: 3 clusters Score -4643660 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -4643782.000000 Penalty: 5156.469727
	Iteration 16Q: 3 clusters Score -4643782 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -4643890.500000 Penalty: 5156.469727
	Iteration 17Q: 3 clusters Score -4643890 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -4643930.000000 Penalty: 5156.469727
	Iteration 18Q: 3 clusters Score -4643930 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -4643984.500000 Penalty: 5156.469727
	Iteration 19Q: 3 clusters Score -4643984 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -4644047.500000 Penalty: 5156.469727
	Iteration 20F: 3 clusters Score -4644048 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -4644120.500000 Penalty: 5156.469727
	Iteration 21Q: 3 clusters Score -4644120 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -4644189.500000 Penalty: 5156.469727
	Iteration 22Q: 3 clusters Score -4644190 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -4644241.000000 Penalty: 5156.469727
	Iteration 23Q: 3 clusters Score -4644241 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -4644295.000000 Penalty: 5156.469727
	Iteration 24Q: 3 clusters Score -4644295 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 28040 members 
Entering Unmasked Estep 
Score: -4644335.500000 Penalty: 5156.469727
	Iteration 25Q: 3 clusters Score -4644336 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -4644414.000000 Penalty: 5156.469727
	Iteration 26Q: 3 clusters Score -4644414 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -4644464.000000 Penalty: 5156.469727
	Iteration 27Q: 3 clusters Score -4644464 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 28637 members 
Entering Unmasked Estep 
Score: -4644529.500000 Penalty: 5156.469727
	Iteration 28Q: 3 clusters Score -4644530 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -4644595.000000 Penalty: 5156.469727
	Iteration 29Q: 3 clusters Score -4644595 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -4644652.000000 Penalty: 5156.469727
	Iteration 30Q: 3 clusters Score -4644652 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -4644726.000000 Penalty: 5156.469727
	Iteration 31Q: 3 clusters Score -4644726 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -4644774.000000 Penalty: 5156.469727
	Iteration 32Q: 3 clusters Score -4644774 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -4644818.000000 Penalty: 5156.469727
	Iteration 33Q: 3 clusters Score -4644818 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -4644894.000000 Penalty: 5156.469727
	Iteration 34Q: 3 clusters Score -4644894 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -4644948.500000 Penalty: 5156.469727
	Iteration 35Q: 3 clusters Score -4644948 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -4645025.500000 Penalty: 5156.469727
	Iteration 36Q: 3 clusters Score -4645026 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -4645097.000000 Penalty: 5156.469727
	Iteration 37Q: 3 clusters Score -4645097 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -4645162.500000 Penalty: 5156.469727
	Iteration 38Q: 3 clusters Score -4645162 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -4645212.500000 Penalty: 5156.469727
	Iteration 39Q: 3 clusters Score -4645212 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
Score: -4645272.000000 Penalty: 5156.469727
	Iteration 40F: 3 clusters Score -4645272 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -4645305.000000 Penalty: 5156.469727
	Iteration 41Q: 3 clusters Score -4645305 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -4645352.500000 Penalty: 5156.469727
	Iteration 42Q: 3 clusters Score -4645352 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -4645386.500000 Penalty: 5156.469727
	Iteration 43Q: 3 clusters Score -4645386 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -4645419.000000 Penalty: 5156.469727
	Iteration 44Q: 3 clusters Score -4645419 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -4645441.000000 Penalty: 5156.469727
	Iteration 45Q: 3 clusters Score -4645441 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -4645451.500000 Penalty: 5156.469727
	Iteration 46Q: 3 clusters Score -4645452 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -4645470.500000 Penalty: 5156.469727
	Iteration 47Q: 3 clusters Score -4645470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -4645471.000000 Penalty: 5156.469727
	Iteration 48Q: 3 clusters Score -4645471 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 31335 members 
Entering Unmasked Estep 
Score: -4645477.000000 Penalty: 5156.469727
	Iteration 49Q: 3 clusters Score -4645477 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -4645485.000000 Penalty: 5156.469727
	Iteration 50Q: 3 clusters Score -4645485 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -4645496.000000 Penalty: 5156.469727
	Iteration 51Q: 3 clusters Score -4645496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -4645505.000000 Penalty: 5156.469727
	Iteration 52Q: 3 clusters Score -4645505 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -4645506.500000 Penalty: 5156.469727
	Iteration 53Q: 3 clusters Score -4645506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -4645520.500000 Penalty: 5156.469727
	Iteration 54Q: 3 clusters Score -4645520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -4645520.000000 Penalty: 5156.469727
	Iteration 55Q: 3 clusters Score -4645520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -4645520.000000 Penalty: 5156.469727
	Iteration 56Q: 3 clusters Score -4645520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -4645524.500000 Penalty: 5156.469727
	Iteration 57Q: 3 clusters Score -4645524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -4645526.500000 Penalty: 5156.469727
	Iteration 58Q: 3 clusters Score -4645526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 31485 members 
Entering Unmasked Estep 
Score: -4645532.500000 Penalty: 5156.469727
	Iteration 59Q: 3 clusters Score -4645532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -4645531.000000 Penalty: 5156.469727
	Iteration 60F: 3 clusters Score -4645531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -4645529.000000 Penalty: 5156.469727
	Iteration 61Q: 3 clusters Score -4645529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -4645534.500000 Penalty: 5156.469727
	Iteration 62Q: 3 clusters Score -4645534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
Score: -4645537.500000 Penalty: 5156.469727
	Iteration 63Q: 3 clusters Score -4645538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -4645530.500000 Penalty: 5156.469727
	Iteration 64Q: 3 clusters Score -4645530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -4645534.500000 Penalty: 5156.469727
	Iteration 65Q: 3 clusters Score -4645534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -4645534.500000 Penalty: 5156.469727
	Iteration 66F: 3 clusters Score -4645534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Entering Unmasked Estep 
Score: -541687.937500 Penalty: 2052.419678
	Iteration 0F: 2 clusters Score -541687.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -537856.000000 Penalty: 4104.839355
	Iteration 0F: 3 clusters Score -537856 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -538702.250000 Penalty: 4104.839355
	Iteration 1F: 3 clusters Score -538702.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -538919.000000 Penalty: 4104.839355
	Iteration 2F: 3 clusters Score -538919 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -539043.812500 Penalty: 4104.839355
	Iteration 3F: 3 clusters Score -539043.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -539125.875000 Penalty: 4104.839355
	Iteration 4Q: 3 clusters Score -539125.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -539224.312500 Penalty: 4104.839355
	Iteration 5Q: 3 clusters Score -539224.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -539304.812500 Penalty: 4104.839355
	Iteration 6Q: 3 clusters Score -539304.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -539396.937500 Penalty: 4104.839355
	Iteration 7Q: 3 clusters Score -539396.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -539509.812500 Penalty: 4104.839355
	Iteration 8Q: 3 clusters Score -539509.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -539603.125000 Penalty: 4104.839355
	Iteration 9Q: 3 clusters Score -539603.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -539685.062500 Penalty: 4104.839355
	Iteration 10Q: 3 clusters Score -539685.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -539764.437500 Penalty: 4104.839355
	Iteration 11Q: 3 clusters Score -539764.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -539837.687500 Penalty: 4104.839355
	Iteration 12Q: 3 clusters Score -539837.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -539919.500000 Penalty: 4104.839355
	Iteration 13Q: 3 clusters Score -539919.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -539977.625000 Penalty: 4104.839355
	Iteration 14Q: 3 clusters Score -539977.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -540027.875000 Penalty: 4104.839355
	Iteration 15Q: 3 clusters Score -540027.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -540074.312500 Penalty: 4104.839355
	Iteration 16Q: 3 clusters Score -540074.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -540107.687500 Penalty: 4104.839355
	Iteration 17Q: 3 clusters Score -540107.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -540139.750000 Penalty: 4104.839355
	Iteration 18Q: 3 clusters Score -540139.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -540170.687500 Penalty: 4104.839355
	Iteration 19Q: 3 clusters Score -540170.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -540191.312500 Penalty: 4104.839355
	Iteration 20F: 3 clusters Score -540191.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -540211.875000 Penalty: 4104.839355
	Iteration 21Q: 3 clusters Score -540211.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -540228.937500 Penalty: 4104.839355
	Iteration 22Q: 3 clusters Score -540228.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -540244.187500 Penalty: 4104.839355
	Iteration 23Q: 3 clusters Score -540244.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -540257.937500 Penalty: 4104.839355
	Iteration 24Q: 3 clusters Score -540257.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -540268.562500 Penalty: 4104.839355
	Iteration 25Q: 3 clusters Score -540268.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -540272.937500 Penalty: 4104.839355
	Iteration 26Q: 3 clusters Score -540272.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -540275.250000 Penalty: 4104.839355
	Iteration 27Q: 3 clusters Score -540275.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -540276.750000 Penalty: 4104.839355
	Iteration 28Q: 3 clusters Score -540276.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -540280.562500 Penalty: 4104.839355
	Iteration 29Q: 3 clusters Score -540280.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -540281.062500 Penalty: 4104.839355
	Iteration 30Q: 3 clusters Score -540281.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -540281.937500 Penalty: 4104.839355
	Iteration 31Q: 3 clusters Score -540281.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -540282.812500 Penalty: 4104.839355
	Iteration 32Q: 3 clusters Score -540282.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -540284.125000 Penalty: 4104.839355
	Iteration 33Q: 3 clusters Score -540284.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -540285.187500 Penalty: 4104.839355
	Iteration 34Q: 3 clusters Score -540285.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -540292.625000 Penalty: 4104.839355
	Iteration 35Q: 3 clusters Score -540292.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -540297.687500 Penalty: 4104.839355
	Iteration 36Q: 3 clusters Score -540297.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -540300.062500 Penalty: 4104.839355
	Iteration 37Q: 3 clusters Score -540300.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -540302.437500 Penalty: 4104.839355
	Iteration 38Q: 3 clusters Score -540302.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -540305.062500 Penalty: 4104.839355
	Iteration 39Q: 3 clusters Score -540305.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -540310.187500 Penalty: 4104.839355
	Iteration 40F: 3 clusters Score -540310.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -540311.937500 Penalty: 4104.839355
	Iteration 41Q: 3 clusters Score -540311.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -540313.187500 Penalty: 4104.839355
	Iteration 42Q: 3 clusters Score -540313.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -540314.250000 Penalty: 4104.839355
	Iteration 43Q: 3 clusters Score -540314.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -540314.250000 Penalty: 4104.839355
	Iteration 44F: 3 clusters Score -540314.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -51424.773438 Penalty: 1504.394897
	Iteration 0F: 2 clusters Score -51424.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -50009.410156 Penalty: 3008.789795
	Iteration 0F: 3 clusters Score -50009.41 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -50188.023438 Penalty: 3008.789795
	Iteration 1F: 3 clusters Score -50188.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -50259.425781 Penalty: 3008.789795
	Iteration 2Q: 3 clusters Score -50259.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -50281.843750 Penalty: 3008.789795
	Iteration 3Q: 3 clusters Score -50281.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -50301.386719 Penalty: 3008.789795
	Iteration 4Q: 3 clusters Score -50301.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -50321.007812 Penalty: 3008.789795
	Iteration 5Q: 3 clusters Score -50321.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -50351.929688 Penalty: 3008.789795
	Iteration 6Q: 3 clusters Score -50351.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -50375.656250 Penalty: 3008.789795
	Iteration 7Q: 3 clusters Score -50375.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -50399.687500 Penalty: 3008.789795
	Iteration 8Q: 3 clusters Score -50399.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -50413.640625 Penalty: 3008.789795
	Iteration 9Q: 3 clusters Score -50413.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -50427.847656 Penalty: 3008.789795
	Iteration 10Q: 3 clusters Score -50427.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -50440.574219 Penalty: 3008.789795
	Iteration 11Q: 3 clusters Score -50440.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -50466.507812 Penalty: 3008.789795
	Iteration 12Q: 3 clusters Score -50466.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -50499.542969 Penalty: 3008.789795
	Iteration 13Q: 3 clusters Score -50499.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50570.093750 Penalty: 3008.789795
	Iteration 14Q: 3 clusters Score -50570.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -50634.382812 Penalty: 3008.789795
	Iteration 15Q: 3 clusters Score -50634.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -50789.796875 Penalty: 3008.789795
	Iteration 16Q: 3 clusters Score -50789.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50910.171875 Penalty: 3008.789795
	Iteration 17Q: 3 clusters Score -50910.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -50987.128906 Penalty: 3008.789795
	Iteration 18Q: 3 clusters Score -50987.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -51033.687500 Penalty: 3008.789795
	Iteration 19Q: 3 clusters Score -51033.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -51121.472656 Penalty: 3008.789795
	Iteration 20F: 3 clusters Score -51121.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -51146.640625 Penalty: 3008.789795
	Iteration 21Q: 3 clusters Score -51146.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -51153.648438 Penalty: 3008.789795
	Iteration 22Q: 3 clusters Score -51153.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -51173.457031 Penalty: 3008.789795
	Iteration 23Q: 3 clusters Score -51173.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -51176.941406 Penalty: 3008.789795
	Iteration 24Q: 3 clusters Score -51176.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -51176.941406 Penalty: 3008.789795
	Iteration 25F: 3 clusters Score -51176.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -32784.636719 Penalty: 1428.988770
	Iteration 0F: 2 clusters Score -32784.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -31690.992188 Penalty: 2857.977539
	Iteration 0F: 3 clusters Score -31690.99 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32011.187500 Penalty: 2857.977539
	Iteration 1F: 3 clusters Score -32011.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -32050.384766 Penalty: 2857.977539
	Iteration 2Q: 3 clusters Score -32050.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -32085.767578 Penalty: 2857.977539
	Iteration 3Q: 3 clusters Score -32085.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -32091.812500 Penalty: 2857.977539
	Iteration 4Q: 3 clusters Score -32091.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -32092.736328 Penalty: 2857.977539
	Iteration 5Q: 3 clusters Score -32092.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -32092.736328 Penalty: 2857.977539
	Iteration 6F: 3 clusters Score -32092.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -81107.156250 Penalty: 1589.315186
	Iteration 0F: 2 clusters Score -81107.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -79537.539062 Penalty: 3178.630371
	Iteration 0F: 3 clusters Score -79537.54 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -79773.210938 Penalty: 3178.630371
	Iteration 1F: 3 clusters Score -79773.21 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -79844.500000 Penalty: 3178.630371
	Iteration 2F: 3 clusters Score -79844.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -79873.468750 Penalty: 3178.630371
	Iteration 3Q: 3 clusters Score -79873.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -79886.515625 Penalty: 3178.630371
	Iteration 4Q: 3 clusters Score -79886.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -79895.218750 Penalty: 3178.630371
	Iteration 5Q: 3 clusters Score -79895.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -79908.101562 Penalty: 3178.630371
	Iteration 6Q: 3 clusters Score -79908.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -79918.671875 Penalty: 3178.630371
	Iteration 7Q: 3 clusters Score -79918.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -79920.007812 Penalty: 3178.630371
	Iteration 8Q: 3 clusters Score -79920.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -79923.812500 Penalty: 3178.630371
	Iteration 9Q: 3 clusters Score -79923.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -79927.437500 Penalty: 3178.630371
	Iteration 10Q: 3 clusters Score -79927.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -79930.765625 Penalty: 3178.630371
	Iteration 11Q: 3 clusters Score -79930.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -79930.765625 Penalty: 3178.630371
	Iteration 12F: 3 clusters Score -79930.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -66283.562500 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -66283.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -64695.625000 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -64695.62 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -65038.199219 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -65038.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -65201.898438 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -65201.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -65326.105469 Penalty: 3152.629395
	Iteration 3F: 3 clusters Score -65326.11 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -65483.949219 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -65483.95 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -65773.515625 Penalty: 3152.629395
	Iteration 5F: 3 clusters Score -65773.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -65918.343750 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -65918.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -65964.062500 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -65964.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -65993.562500 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -65993.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -66000.171875 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -66000.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -66008.156250 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -66008.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -66017.406250 Penalty: 3152.629395
	Iteration 11Q: 3 clusters Score -66017.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -66031.804688 Penalty: 3152.629395
	Iteration 12Q: 3 clusters Score -66031.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -66040.921875 Penalty: 3152.629395
	Iteration 13Q: 3 clusters Score -66040.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -66042.289062 Penalty: 3152.629395
	Iteration 14Q: 3 clusters Score -66042.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -66045.125000 Penalty: 3152.629395
	Iteration 15Q: 3 clusters Score -66045.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -66047.218750 Penalty: 3152.629395
	Iteration 16Q: 3 clusters Score -66047.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -66052.765625 Penalty: 3152.629395
	Iteration 17Q: 3 clusters Score -66052.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -66052.765625 Penalty: 3152.629395
	Iteration 18F: 3 clusters Score -66052.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (159427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159427 members 
Entering Unmasked Estep 
Score: -22280040.000000 Penalty: 2970.876709
	Iteration 0F: 2 clusters Score -2.228004e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79923 members 
Mstep: Class 2 contains 79504 members 
Entering Unmasked Estep 
Score: -22176736.000000 Penalty: 5941.753418
	Iteration 0F: 3 clusters Score -2.217674e+07 nChanged 76248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83063 members 
Mstep: Class 2 contains 76364 members 
Entering Unmasked Estep 
Score: -22221296.000000 Penalty: 5941.753418
	Iteration 1F: 3 clusters Score -2.22213e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84994 members 
Mstep: Class 2 contains 74433 members 
Entering Unmasked Estep 
Score: -22222292.000000 Penalty: 5941.753418
	Iteration 2Q: 3 clusters Score -2.222229e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87887 members 
Mstep: Class 2 contains 71540 members 
Entering Unmasked Estep 
Score: -22223674.000000 Penalty: 5941.753418
	Iteration 3Q: 3 clusters Score -2.222367e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92275 members 
Mstep: Class 2 contains 67152 members 
Entering Unmasked Estep 
Score: -22225722.000000 Penalty: 5941.753418
	Iteration 4Q: 3 clusters Score -2.222572e+07 nChanged 7412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98745 members 
Mstep: Class 2 contains 60682 members 
Entering Unmasked Estep 
Score: -22229284.000000 Penalty: 5941.753418
	Iteration 5Q: 3 clusters Score -2.222928e+07 nChanged 9440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107575 members 
Mstep: Class 2 contains 51852 members 
Entering Unmasked Estep 
Score: -22235042.000000 Penalty: 5941.753418
	Iteration 6F: 3 clusters Score -2.223504e+07 nChanged 11080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118301 members 
Mstep: Class 2 contains 41126 members 
Entering Unmasked Estep 
Score: -22243282.000000 Penalty: 5941.753418
	Iteration 7F: 3 clusters Score -2.224328e+07 nChanged 11219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129216 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -22252218.000000 Penalty: 5941.753418
	Iteration 8F: 3 clusters Score -2.225222e+07 nChanged 9321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138253 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -22260382.000000 Penalty: 5941.753418
	Iteration 9F: 3 clusters Score -2.226038e+07 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144550 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -22266228.000000 Penalty: 5941.753418
	Iteration 10Q: 3 clusters Score -2.226623e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148566 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -22269716.000000 Penalty: 5941.753418
	Iteration 11Q: 3 clusters Score -2.226972e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151164 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -22271904.000000 Penalty: 5941.753418
	Iteration 12Q: 3 clusters Score -2.22719e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153038 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -22273300.000000 Penalty: 5941.753418
	Iteration 13Q: 3 clusters Score -2.22733e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154349 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -22274214.000000 Penalty: 5941.753418
	Iteration 14Q: 3 clusters Score -2.227421e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155303 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -22275104.000000 Penalty: 5941.753418
	Iteration 15Q: 3 clusters Score -2.22751e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155979 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -22275660.000000 Penalty: 5941.753418
	Iteration 16Q: 3 clusters Score -2.227566e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156483 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -22276028.000000 Penalty: 5941.753418
	Iteration 17Q: 3 clusters Score -2.227603e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156875 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -22276354.000000 Penalty: 5941.753418
	Iteration 18Q: 3 clusters Score -2.227635e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157198 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -22276550.000000 Penalty: 5941.753418
	Iteration 19Q: 3 clusters Score -2.227655e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157444 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -22276726.000000 Penalty: 5941.753418
	Iteration 20F: 3 clusters Score -2.227673e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157642 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -22276934.000000 Penalty: 5941.753418
	Iteration 21Q: 3 clusters Score -2.227693e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157791 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -22277024.000000 Penalty: 5941.753418
	Iteration 22Q: 3 clusters Score -2.227702e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157916 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -22277076.000000 Penalty: 5941.753418
	Iteration 23Q: 3 clusters Score -2.227708e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158007 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -22277190.000000 Penalty: 5941.753418
	Iteration 24Q: 3 clusters Score -2.227719e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158066 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -22277226.000000 Penalty: 5941.753418
	Iteration 25Q: 3 clusters Score -2.227723e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158118 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -22277226.000000 Penalty: 5941.753418
	Iteration 26Q: 3 clusters Score -2.227723e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158156 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -22277258.000000 Penalty: 5941.753418
	Iteration 27Q: 3 clusters Score -2.227726e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158199 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -22277292.000000 Penalty: 5941.753418
	Iteration 28Q: 3 clusters Score -2.227729e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158230 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -22277328.000000 Penalty: 5941.753418
	Iteration 29Q: 3 clusters Score -2.227733e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158252 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -22277324.000000 Penalty: 5941.753418
	Iteration 30Q: 3 clusters Score -2.227732e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158271 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -22277352.000000 Penalty: 5941.753418
	Iteration 31Q: 3 clusters Score -2.227735e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158291 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -22277356.000000 Penalty: 5941.753418
	Iteration 32Q: 3 clusters Score -2.227736e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158299 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -22277376.000000 Penalty: 5941.753418
	Iteration 33Q: 3 clusters Score -2.227738e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158307 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -22277384.000000 Penalty: 5941.753418
	Iteration 34Q: 3 clusters Score -2.227738e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158318 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -22277400.000000 Penalty: 5941.753418
	Iteration 35Q: 3 clusters Score -2.22774e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158328 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -22277410.000000 Penalty: 5941.753418
	Iteration 36Q: 3 clusters Score -2.227741e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158337 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -22277408.000000 Penalty: 5941.753418
	Iteration 37Q: 3 clusters Score -2.227741e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158343 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -22277404.000000 Penalty: 5941.753418
	Iteration 38Q: 3 clusters Score -2.22774e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158356 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -22277428.000000 Penalty: 5941.753418
	Iteration 39Q: 3 clusters Score -2.227743e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158364 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -22277434.000000 Penalty: 5941.753418
	Iteration 40F: 3 clusters Score -2.227743e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158375 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -22277432.000000 Penalty: 5941.753418
	Iteration 41Q: 3 clusters Score -2.227743e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158381 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -22277464.000000 Penalty: 5941.753418
	Iteration 42Q: 3 clusters Score -2.227746e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158387 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -22277462.000000 Penalty: 5941.753418
	Iteration 43Q: 3 clusters Score -2.227746e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158393 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -22277464.000000 Penalty: 5941.753418
	Iteration 44Q: 3 clusters Score -2.227746e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158400 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -22277480.000000 Penalty: 5941.753418
	Iteration 45Q: 3 clusters Score -2.227748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158403 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -22277468.000000 Penalty: 5941.753418
	Iteration 46Q: 3 clusters Score -2.227747e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158407 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -22277470.000000 Penalty: 5941.753418
	Iteration 47Q: 3 clusters Score -2.227747e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158412 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -22277482.000000 Penalty: 5941.753418
	Iteration 48Q: 3 clusters Score -2.227748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158411 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -22277486.000000 Penalty: 5941.753418
	Iteration 49Q: 3 clusters Score -2.227749e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158410 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -22277486.000000 Penalty: 5941.753418
	Iteration 50Q: 3 clusters Score -2.227749e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158411 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -22277480.000000 Penalty: 5941.753418
	Iteration 51Q: 3 clusters Score -2.227748e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158411 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -22277480.000000 Penalty: 5941.753418
	Iteration 52F: 3 clusters Score -2.227748e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -63989.636719 Penalty: 1566.656860
	Iteration 0F: 2 clusters Score -63989.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -62486.253906 Penalty: 3133.313721
	Iteration 0F: 3 clusters Score -62486.25 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -62819.101562 Penalty: 3133.313721
	Iteration 1F: 3 clusters Score -62819.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -62978.613281 Penalty: 3133.313721
	Iteration 2F: 3 clusters Score -62978.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -63109.035156 Penalty: 3133.313721
	Iteration 3Q: 3 clusters Score -63109.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -63244.847656 Penalty: 3133.313721
	Iteration 4F: 3 clusters Score -63244.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -63364.535156 Penalty: 3133.313721
	Iteration 5Q: 3 clusters Score -63364.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -63457.132812 Penalty: 3133.313721
	Iteration 6Q: 3 clusters Score -63457.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -63603.593750 Penalty: 3133.313721
	Iteration 7Q: 3 clusters Score -63603.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -63790.019531 Penalty: 3133.313721
	Iteration 8Q: 3 clusters Score -63790.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -63969.183594 Penalty: 3133.313721
	Iteration 9Q: 3 clusters Score -63969.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -64091.519531 Penalty: 3133.313721
	Iteration 10Q: 3 clusters Score -64091.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -64114.171875 Penalty: 3133.313721
	Iteration 11Q: 3 clusters Score -64114.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -64114.171875 Penalty: 3133.313721
	Iteration 12F: 3 clusters Score -64114.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27644 members 
Mstep: Class 4 contains 9019 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87623 members 
Mstep: Class 7 contains 18723 members 
Mstep: Class 8 contains 126452 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165375 members 
Mstep: Class 13 contains 65828 members 
Mstep: Class 14 contains 33507 members 
Mstep: Class 15 contains 14364 members 
Mstep: Class 16 contains 176215 members 
Mstep: Class 17 contains 11589 members 
Mstep: Class 18 contains 17698 members 
Mstep: Class 19 contains 32732 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159427 members 
Mstep: Class 26 contains 200 members 
Mstep: Class 27 contains 354 members 
Entering Unmasked Estep 
Score: -132703328.000000 Penalty: 92242.843750
Splitting cluster 26 changes total score from -132705008.000000 to -132703328.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27644 members 
Mstep: Class 4 contains 9019 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87623 members 
Mstep: Class 7 contains 18723 members 
Mstep: Class 8 contains 126452 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165375 members 
Mstep: Class 13 contains 65828 members 
Mstep: Class 14 contains 33507 members 
Mstep: Class 15 contains 14364 members 
Mstep: Class 16 contains 176215 members 
Mstep: Class 17 contains 11589 members 
Mstep: Class 18 contains 17698 members 
Mstep: Class 19 contains 32732 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159427 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705072.000000 Penalty: 88826.445312
Iteration 479Q: 27 clusters Score -1.327051e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27643 members 
Mstep: Class 4 contains 9017 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87626 members 
Mstep: Class 7 contains 18723 members 
Mstep: Class 8 contains 126450 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165386 members 
Mstep: Class 13 contains 65832 members 
Mstep: Class 14 contains 33508 members 
Mstep: Class 15 contains 14364 members 
Mstep: Class 16 contains 176215 members 
Mstep: Class 17 contains 11589 members 
Mstep: Class 18 contains 17698 members 
Mstep: Class 19 contains 32732 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159413 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705072.000000 Penalty: 88826.445312
Iteration 480F: 27 clusters Score -1.327051e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27644 members 
Mstep: Class 4 contains 9017 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87628 members 
Mstep: Class 7 contains 18725 members 
Mstep: Class 8 contains 126452 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165403 members 
Mstep: Class 13 contains 65835 members 
Mstep: Class 14 contains 33509 members 
Mstep: Class 15 contains 14364 members 
Mstep: Class 16 contains 176216 members 
Mstep: Class 17 contains 11588 members 
Mstep: Class 18 contains 17698 members 
Mstep: Class 19 contains 32732 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159385 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705080.000000 Penalty: 88826.445312
Iteration 481Q: 27 clusters Score -1.327051e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27643 members 
Mstep: Class 4 contains 9017 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87627 members 
Mstep: Class 7 contains 18726 members 
Mstep: Class 8 contains 126454 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165425 members 
Mstep: Class 13 contains 65837 members 
Mstep: Class 14 contains 33508 members 
Mstep: Class 15 contains 14364 members 
Mstep: Class 16 contains 176215 members 
Mstep: Class 17 contains 11587 members 
Mstep: Class 18 contains 17698 members 
Mstep: Class 19 contains 32732 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159363 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705088.000000 Penalty: 88826.445312
Iteration 482Q: 27 clusters Score -1.327051e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27643 members 
Mstep: Class 4 contains 9019 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87626 members 
Mstep: Class 7 contains 18726 members 
Mstep: Class 8 contains 126453 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165434 members 
Mstep: Class 13 contains 65836 members 
Mstep: Class 14 contains 33508 members 
Mstep: Class 15 contains 14364 members 
Mstep: Class 16 contains 176216 members 
Mstep: Class 17 contains 11586 members 
Mstep: Class 18 contains 17698 members 
Mstep: Class 19 contains 32731 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159356 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705016.000000 Penalty: 88826.445312
Iteration 483Q: 27 clusters Score -1.32705e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27643 members 
Mstep: Class 4 contains 9019 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87624 members 
Mstep: Class 7 contains 18725 members 
Mstep: Class 8 contains 126453 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165443 members 
Mstep: Class 13 contains 65836 members 
Mstep: Class 14 contains 33507 members 
Mstep: Class 15 contains 14364 members 
Mstep: Class 16 contains 176218 members 
Mstep: Class 17 contains 11583 members 
Mstep: Class 18 contains 17698 members 
Mstep: Class 19 contains 32733 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159350 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705008.000000 Penalty: 88826.445312
Iteration 484Q: 27 clusters Score -1.32705e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27641 members 
Mstep: Class 4 contains 9019 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87623 members 
Mstep: Class 7 contains 18725 members 
Mstep: Class 8 contains 126452 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165451 members 
Mstep: Class 13 contains 65837 members 
Mstep: Class 14 contains 33507 members 
Mstep: Class 15 contains 14364 members 
Mstep: Class 16 contains 176215 members 
Mstep: Class 17 contains 11582 members 
Mstep: Class 18 contains 17698 members 
Mstep: Class 19 contains 32735 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159347 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705000.000000 Penalty: 88826.445312
Iteration 485Q: 27 clusters Score -1.32705e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27642 members 
Mstep: Class 4 contains 9019 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87623 members 
Mstep: Class 7 contains 18725 members 
Mstep: Class 8 contains 126452 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165455 members 
Mstep: Class 13 contains 65837 members 
Mstep: Class 14 contains 33507 members 
Mstep: Class 15 contains 14364 members 
Mstep: Class 16 contains 176215 members 
Mstep: Class 17 contains 11580 members 
Mstep: Class 18 contains 17698 members 
Mstep: Class 19 contains 32738 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159341 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705016.000000 Penalty: 88826.445312
Iteration 486Q: 27 clusters Score -1.32705e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27643 members 
Mstep: Class 4 contains 9019 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87622 members 
Mstep: Class 7 contains 18725 members 
Mstep: Class 8 contains 126452 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165459 members 
Mstep: Class 13 contains 65837 members 
Mstep: Class 14 contains 33507 members 
Mstep: Class 15 contains 14364 members 
Mstep: Class 16 contains 176214 members 
Mstep: Class 17 contains 11580 members 
Mstep: Class 18 contains 17698 members 
Mstep: Class 19 contains 32742 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159334 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705048.000000 Penalty: 88826.445312
Iteration 487Q: 27 clusters Score -1.32705e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27643 members 
Mstep: Class 4 contains 9019 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87624 members 
Mstep: Class 7 contains 18725 members 
Mstep: Class 8 contains 126452 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165461 members 
Mstep: Class 13 contains 65837 members 
Mstep: Class 14 contains 33506 members 
Mstep: Class 15 contains 14364 members 
Mstep: Class 16 contains 176214 members 
Mstep: Class 17 contains 11580 members 
Mstep: Class 18 contains 17698 members 
Mstep: Class 19 contains 32744 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159329 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705056.000000 Penalty: 88826.445312
Iteration 488Q: 27 clusters Score -1.327051e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27643 members 
Mstep: Class 4 contains 9019 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87624 members 
Mstep: Class 7 contains 18725 members 
Mstep: Class 8 contains 126452 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165465 members 
Mstep: Class 13 contains 65836 members 
Mstep: Class 14 contains 33506 members 
Mstep: Class 15 contains 14364 members 
Mstep: Class 16 contains 176213 members 
Mstep: Class 17 contains 11580 members 
Mstep: Class 18 contains 17698 members 
Mstep: Class 19 contains 32746 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159325 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705064.000000 Penalty: 88826.445312
Iteration 489Q: 27 clusters Score -1.327051e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27643 members 
Mstep: Class 4 contains 9019 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87624 members 
Mstep: Class 7 contains 18725 members 
Mstep: Class 8 contains 126452 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165466 members 
Mstep: Class 13 contains 65836 members 
Mstep: Class 14 contains 33506 members 
Mstep: Class 15 contains 14364 members 
Mstep: Class 16 contains 176213 members 
Mstep: Class 17 contains 11580 members 
Mstep: Class 18 contains 17698 members 
Mstep: Class 19 contains 32746 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159324 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705048.000000 Penalty: 88826.445312
Iteration 490Q: 27 clusters Score -1.32705e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27643 members 
Mstep: Class 4 contains 9019 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87624 members 
Mstep: Class 7 contains 18725 members 
Mstep: Class 8 contains 126452 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165467 members 
Mstep: Class 13 contains 65836 members 
Mstep: Class 14 contains 33506 members 
Mstep: Class 15 contains 14364 members 
Mstep: Class 16 contains 176213 members 
Mstep: Class 17 contains 11580 members 
Mstep: Class 18 contains 17698 members 
Mstep: Class 19 contains 32746 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159323 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705056.000000 Penalty: 88826.445312
Iteration 491Q: 27 clusters Score -1.327051e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27643 members 
Mstep: Class 4 contains 9019 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87623 members 
Mstep: Class 7 contains 18725 members 
Mstep: Class 8 contains 126452 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165468 members 
Mstep: Class 13 contains 65836 members 
Mstep: Class 14 contains 33506 members 
Mstep: Class 15 contains 14364 members 
Mstep: Class 16 contains 176213 members 
Mstep: Class 17 contains 11580 members 
Mstep: Class 18 contains 17698 members 
Mstep: Class 19 contains 32746 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159323 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705072.000000 Penalty: 88826.445312
Iteration 492Q: 27 clusters Score -1.327051e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27643 members 
Mstep: Class 4 contains 9019 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87622 members 
Mstep: Class 7 contains 18725 members 
Mstep: Class 8 contains 126452 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165470 members 
Mstep: Class 13 contains 65836 members 
Mstep: Class 14 contains 33506 members 
Mstep: Class 15 contains 14364 members 
Mstep: Class 16 contains 176213 members 
Mstep: Class 17 contains 11580 members 
Mstep: Class 18 contains 17698 members 
Mstep: Class 19 contains 32745 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159323 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705088.000000 Penalty: 88826.445312
Iteration 493Q: 27 clusters Score -1.327051e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27643 members 
Mstep: Class 4 contains 9019 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87622 members 
Mstep: Class 7 contains 18725 members 
Mstep: Class 8 contains 126452 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165470 members 
Mstep: Class 13 contains 65836 members 
Mstep: Class 14 contains 33506 members 
Mstep: Class 15 contains 14364 members 
Mstep: Class 16 contains 176213 members 
Mstep: Class 17 contains 11580 members 
Mstep: Class 18 contains 17698 members 
Mstep: Class 19 contains 32745 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159323 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705088.000000 Penalty: 88826.445312
Iteration 494F: 27 clusters Score -1.327051e+08 nChanged 0
Entering ConstructFrom: 
Score: -132705088.000000 Penalty: 88826.445312
Entering ConstructFrom: 
Trying to split cluster 1 (291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Entering Unmasked Estep 
Score: -30608.035156 Penalty: 1406.984131
	Iteration 0F: 2 clusters Score -30608.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -29356.792969 Penalty: 2813.968262
	Iteration 0F: 3 clusters Score -29356.79 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29549.197266 Penalty: 2813.968262
	Iteration 1F: 3 clusters Score -29549.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29685.019531 Penalty: 2813.968262
	Iteration 2F: 3 clusters Score -29685.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -29857.322266 Penalty: 2813.968262
	Iteration 3Q: 3 clusters Score -29857.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29918.310547 Penalty: 2813.968262
	Iteration 4Q: 3 clusters Score -29918.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -30037.451172 Penalty: 2813.968262
	Iteration 5Q: 3 clusters Score -30037.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -30124.611328 Penalty: 2813.968262
	Iteration 6Q: 3 clusters Score -30124.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -30196.244141 Penalty: 2813.968262
	Iteration 7Q: 3 clusters Score -30196.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -30223.734375 Penalty: 2813.968262
	Iteration 8Q: 3 clusters Score -30223.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30228.398438 Penalty: 2813.968262
	Iteration 9Q: 3 clusters Score -30228.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30228.398438 Penalty: 2813.968262
	Iteration 10F: 3 clusters Score -30228.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -52076.812500 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -52076.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50641.808594 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -50641.81 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -50818.234375 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -50818.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -50877.250000 Penalty: 3007.637451
	Iteration 2Q: 3 clusters Score -50877.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -50927.980469 Penalty: 3007.637451
	Iteration 3Q: 3 clusters Score -50927.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -50952.410156 Penalty: 3007.637451
	Iteration 4Q: 3 clusters Score -50952.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -50991.480469 Penalty: 3007.637451
	Iteration 5Q: 3 clusters Score -50991.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -51078.195312 Penalty: 3007.637451
	Iteration 6Q: 3 clusters Score -51078.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -51199.566406 Penalty: 3007.637451
	Iteration 7Q: 3 clusters Score -51199.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -51276.562500 Penalty: 3007.637451
	Iteration 8Q: 3 clusters Score -51276.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -51371.996094 Penalty: 3007.637451
	Iteration 9Q: 3 clusters Score -51372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -51420.179688 Penalty: 3007.637451
	Iteration 10Q: 3 clusters Score -51420.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -51508.253906 Penalty: 3007.637451
	Iteration 11Q: 3 clusters Score -51508.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -51619.281250 Penalty: 3007.637451
	Iteration 12Q: 3 clusters Score -51619.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -51656.960938 Penalty: 3007.637451
	Iteration 13Q: 3 clusters Score -51656.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -51668.468750 Penalty: 3007.637451
	Iteration 14Q: 3 clusters Score -51668.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -51681.796875 Penalty: 3007.637451
	Iteration 15Q: 3 clusters Score -51681.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -51687.511719 Penalty: 3007.637451
	Iteration 16Q: 3 clusters Score -51687.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -51691.507812 Penalty: 3007.637451
	Iteration 17Q: 3 clusters Score -51691.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -51697.875000 Penalty: 3007.637451
	Iteration 18Q: 3 clusters Score -51697.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -51711.117188 Penalty: 3007.637451
	Iteration 19Q: 3 clusters Score -51711.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -51756.089844 Penalty: 3007.637451
	Iteration 20F: 3 clusters Score -51756.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -51774.273438 Penalty: 3007.637451
	Iteration 21Q: 3 clusters Score -51774.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -51783.851562 Penalty: 3007.637451
	Iteration 22Q: 3 clusters Score -51783.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -51790.890625 Penalty: 3007.637451
	Iteration 23Q: 3 clusters Score -51790.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -51803.226562 Penalty: 3007.637451
	Iteration 24Q: 3 clusters Score -51803.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -51820.519531 Penalty: 3007.637451
	Iteration 25Q: 3 clusters Score -51820.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -51861.671875 Penalty: 3007.637451
	Iteration 26Q: 3 clusters Score -51861.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -52015.539062 Penalty: 3007.637451
	Iteration 27Q: 3 clusters Score -52015.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -52042.652344 Penalty: 3007.637451
	Iteration 28Q: 3 clusters Score -52042.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -52042.652344 Penalty: 3007.637451
	Iteration 29F: 3 clusters Score -52042.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Entering Unmasked Estep 
Score: -3763556.750000 Penalty: 2536.327637
	Iteration 0F: 2 clusters Score -3763557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -3744431.500000 Penalty: 5072.655273
	Iteration 0F: 3 clusters Score -3744432 nChanged 12431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -3751353.250000 Penalty: 5072.655273
	Iteration 1F: 3 clusters Score -3751353 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -3752284.750000 Penalty: 5072.655273
	Iteration 2F: 3 clusters Score -3752285 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -3753452.750000 Penalty: 5072.655273
	Iteration 3F: 3 clusters Score -3753453 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -3754686.000000 Penalty: 5072.655273
	Iteration 4F: 3 clusters Score -3754686 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -3755971.500000 Penalty: 5072.655273
	Iteration 5F: 3 clusters Score -3755972 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -3757186.500000 Penalty: 5072.655273
	Iteration 6F: 3 clusters Score -3757186 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -3758327.750000 Penalty: 5072.655273
	Iteration 7F: 3 clusters Score -3758328 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -3759339.000000 Penalty: 5072.655273
	Iteration 8F: 3 clusters Score -3759339 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -3760134.000000 Penalty: 5072.655273
	Iteration 9Q: 3 clusters Score -3760134 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -3760759.000000 Penalty: 5072.655273
	Iteration 10Q: 3 clusters Score -3760759 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -3761236.500000 Penalty: 5072.655273
	Iteration 11Q: 3 clusters Score -3761236 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -3761672.500000 Penalty: 5072.655273
	Iteration 12Q: 3 clusters Score -3761672 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -3762040.000000 Penalty: 5072.655273
	Iteration 13Q: 3 clusters Score -3762040 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -3762375.000000 Penalty: 5072.655273
	Iteration 14Q: 3 clusters Score -3762375 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -3762638.250000 Penalty: 5072.655273
	Iteration 15Q: 3 clusters Score -3762638 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -3762939.750000 Penalty: 5072.655273
	Iteration 16Q: 3 clusters Score -3762940 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -3763209.500000 Penalty: 5072.655273
	Iteration 17Q: 3 clusters Score -3763210 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -3763442.500000 Penalty: 5072.655273
	Iteration 18Q: 3 clusters Score -3763442 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -3763542.000000 Penalty: 5072.655273
	Iteration 19Q: 3 clusters Score -3763542 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -3763601.750000 Penalty: 5072.655273
	Iteration 20F: 3 clusters Score -3763602 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -3763639.500000 Penalty: 5072.655273
	Iteration 21Q: 3 clusters Score -3763640 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -3763669.750000 Penalty: 5072.655273
	Iteration 22Q: 3 clusters Score -3763670 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -3763688.750000 Penalty: 5072.655273
	Iteration 23Q: 3 clusters Score -3763689 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -3763707.500000 Penalty: 5072.655273
	Iteration 24Q: 3 clusters Score -3763708 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -3763714.750000 Penalty: 5072.655273
	Iteration 25Q: 3 clusters Score -3763715 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -3763716.250000 Penalty: 5072.655273
	Iteration 26Q: 3 clusters Score -3763716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -3763722.250000 Penalty: 5072.655273
	Iteration 27Q: 3 clusters Score -3763722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -3763724.000000 Penalty: 5072.655273
	Iteration 28Q: 3 clusters Score -3763724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -3763724.000000 Penalty: 5072.655273
	Iteration 29F: 3 clusters Score -3763724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 1549 members 
Mstep: Class 4 contains 9019 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87622 members 
Mstep: Class 7 contains 18725 members 
Mstep: Class 8 contains 126452 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165470 members 
Mstep: Class 13 contains 65836 members 
Mstep: Class 14 contains 33506 members 
Mstep: Class 15 contains 14364 members 
Mstep: Class 16 contains 176213 members 
Mstep: Class 17 contains 11580 members 
Mstep: Class 18 contains 17698 members 
Mstep: Class 19 contains 32745 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159323 members 
Mstep: Class 26 contains 554 members 
Mstep: Class 27 contains 26094 members 
Entering Unmasked Estep 
Score: -132704304.000000 Penalty: 92242.843750
Splitting cluster 3 changes total score from -132705088.000000 to -132704304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (9019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Entering Unmasked Estep 
Score: -1211443.000000 Penalty: 2258.558105
	Iteration 0F: 2 clusters Score -1211443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1204498.250000 Penalty: 4517.116211
	Iteration 0F: 3 clusters Score -1204498 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1206514.500000 Penalty: 4517.116211
	Iteration 1F: 3 clusters Score -1206514 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1206947.125000 Penalty: 4517.116211
	Iteration 2F: 3 clusters Score -1206947 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1207357.625000 Penalty: 4517.116211
	Iteration 3F: 3 clusters Score -1207358 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1207749.125000 Penalty: 4517.116211
	Iteration 4F: 3 clusters Score -1207749 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1208123.500000 Penalty: 4517.116211
	Iteration 5F: 3 clusters Score -1208124 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1208583.750000 Penalty: 4517.116211
	Iteration 6F: 3 clusters Score -1208584 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1209070.000000 Penalty: 4517.116211
	Iteration 7F: 3 clusters Score -1209070 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1209459.250000 Penalty: 4517.116211
	Iteration 8Q: 3 clusters Score -1209459 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1209740.375000 Penalty: 4517.116211
	Iteration 9Q: 3 clusters Score -1209740 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1209934.625000 Penalty: 4517.116211
	Iteration 10Q: 3 clusters Score -1209935 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1210069.500000 Penalty: 4517.116211
	Iteration 11Q: 3 clusters Score -1210070 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1210172.750000 Penalty: 4517.116211
	Iteration 12Q: 3 clusters Score -1210173 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1210246.125000 Penalty: 4517.116211
	Iteration 13Q: 3 clusters Score -1210246 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1210308.625000 Penalty: 4517.116211
	Iteration 14Q: 3 clusters Score -1210309 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1210368.000000 Penalty: 4517.116211
	Iteration 15Q: 3 clusters Score -1210368 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1210426.000000 Penalty: 4517.116211
	Iteration 16Q: 3 clusters Score -1210426 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1210476.500000 Penalty: 4517.116211
	Iteration 17Q: 3 clusters Score -1210476 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1210516.625000 Penalty: 4517.116211
	Iteration 18Q: 3 clusters Score -1210517 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1210561.375000 Penalty: 4517.116211
	Iteration 19Q: 3 clusters Score -1210561 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1210600.500000 Penalty: 4517.116211
	Iteration 20F: 3 clusters Score -1210600 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1210641.875000 Penalty: 4517.116211
	Iteration 21Q: 3 clusters Score -1210642 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1210695.250000 Penalty: 4517.116211
	Iteration 22Q: 3 clusters Score -1210695 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1210748.875000 Penalty: 4517.116211
	Iteration 23Q: 3 clusters Score -1210749 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1210815.625000 Penalty: 4517.116211
	Iteration 24Q: 3 clusters Score -1210816 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1210863.750000 Penalty: 4517.116211
	Iteration 25Q: 3 clusters Score -1210864 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1210909.250000 Penalty: 4517.116211
	Iteration 26Q: 3 clusters Score -1210909 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1210938.375000 Penalty: 4517.116211
	Iteration 27Q: 3 clusters Score -1210938 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1210956.125000 Penalty: 4517.116211
	Iteration 28Q: 3 clusters Score -1210956 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1210969.750000 Penalty: 4517.116211
	Iteration 29Q: 3 clusters Score -1210970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1210976.250000 Penalty: 4517.116211
	Iteration 30Q: 3 clusters Score -1210976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1210977.375000 Penalty: 4517.116211
	Iteration 31Q: 3 clusters Score -1210977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1210979.500000 Penalty: 4517.116211
	Iteration 32Q: 3 clusters Score -1210980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1210979.500000 Penalty: 4517.116211
	Iteration 33Q: 3 clusters Score -1210980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1210979.500000 Penalty: 4517.116211
	Iteration 34F: 3 clusters Score -1210980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -58316.890625 Penalty: 1522.156372
	Iteration 0F: 2 clusters Score -58316.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -56859.332031 Penalty: 3044.312744
	Iteration 0F: 3 clusters Score -56859.33 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -57028.683594 Penalty: 3044.312744
	Iteration 1F: 3 clusters Score -57028.68 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -57161.589844 Penalty: 3044.312744
	Iteration 2F: 3 clusters Score -57161.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -57247.058594 Penalty: 3044.312744
	Iteration 3F: 3 clusters Score -57247.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -57300.972656 Penalty: 3044.312744
	Iteration 4Q: 3 clusters Score -57300.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -57340.929688 Penalty: 3044.312744
	Iteration 5Q: 3 clusters Score -57340.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -57390.464844 Penalty: 3044.312744
	Iteration 6Q: 3 clusters Score -57390.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -57416.433594 Penalty: 3044.312744
	Iteration 7Q: 3 clusters Score -57416.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -57443.203125 Penalty: 3044.312744
	Iteration 8Q: 3 clusters Score -57443.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -57492.210938 Penalty: 3044.312744
	Iteration 9Q: 3 clusters Score -57492.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -57550.976562 Penalty: 3044.312744
	Iteration 10Q: 3 clusters Score -57550.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -57581.605469 Penalty: 3044.312744
	Iteration 11Q: 3 clusters Score -57581.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -57603.539062 Penalty: 3044.312744
	Iteration 12Q: 3 clusters Score -57603.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -57618.468750 Penalty: 3044.312744
	Iteration 13Q: 3 clusters Score -57618.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -57619.183594 Penalty: 3044.312744
	Iteration 14Q: 3 clusters Score -57619.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -57619.183594 Penalty: 3044.312744
	Iteration 15F: 3 clusters Score -57619.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (87622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87622 members 
Entering Unmasked Estep 
Score: -12385040.000000 Penalty: 2822.435059
	Iteration 0F: 2 clusters Score -1.238504e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43786 members 
Mstep: Class 2 contains 43836 members 
Entering Unmasked Estep 
Score: -12326659.000000 Penalty: 5644.870117
	Iteration 0F: 3 clusters Score -1.232666e+07 nChanged 41242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 44716 members 
Entering Unmasked Estep 
Score: -12350864.000000 Penalty: 5644.870117
	Iteration 1F: 3 clusters Score -1.235086e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 45682 members 
Entering Unmasked Estep 
Score: -12351996.000000 Penalty: 5644.870117
	Iteration 2Q: 3 clusters Score -1.2352e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40537 members 
Mstep: Class 2 contains 47085 members 
Entering Unmasked Estep 
Score: -12353503.000000 Penalty: 5644.870117
	Iteration 3Q: 3 clusters Score -1.23535e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 49088 members 
Entering Unmasked Estep 
Score: -12355686.000000 Penalty: 5644.870117
	Iteration 4F: 3 clusters Score -1.235569e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 51631 members 
Entering Unmasked Estep 
Score: -12358559.000000 Penalty: 5644.870117
	Iteration 5F: 3 clusters Score -1.235856e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 54613 members 
Entering Unmasked Estep 
Score: -12362468.000000 Penalty: 5644.870117
	Iteration 6F: 3 clusters Score -1.236247e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 57516 members 
Entering Unmasked Estep 
Score: -12366523.000000 Penalty: 5644.870117
	Iteration 7F: 3 clusters Score -1.236652e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 59977 members 
Entering Unmasked Estep 
Score: -12370106.000000 Penalty: 5644.870117
	Iteration 8F: 3 clusters Score -1.237011e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 61869 members 
Entering Unmasked Estep 
Score: -12372583.000000 Penalty: 5644.870117
	Iteration 9Q: 3 clusters Score -1.237258e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 63386 members 
Entering Unmasked Estep 
Score: -12373982.000000 Penalty: 5644.870117
	Iteration 10Q: 3 clusters Score -1.237398e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 64754 members 
Entering Unmasked Estep 
Score: -12374707.000000 Penalty: 5644.870117
	Iteration 11Q: 3 clusters Score -1.237471e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 66067 members 
Entering Unmasked Estep 
Score: -12375230.000000 Penalty: 5644.870117
	Iteration 12Q: 3 clusters Score -1.237523e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 67399 members 
Entering Unmasked Estep 
Score: -12375661.000000 Penalty: 5644.870117
	Iteration 13Q: 3 clusters Score -1.237566e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 68756 members 
Entering Unmasked Estep 
Score: -12376271.000000 Penalty: 5644.870117
	Iteration 14Q: 3 clusters Score -1.237627e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 70061 members 
Entering Unmasked Estep 
Score: -12376722.000000 Penalty: 5644.870117
	Iteration 15Q: 3 clusters Score -1.237672e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 71308 members 
Entering Unmasked Estep 
Score: -12377187.000000 Penalty: 5644.870117
	Iteration 16Q: 3 clusters Score -1.237719e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 72535 members 
Entering Unmasked Estep 
Score: -12377688.000000 Penalty: 5644.870117
	Iteration 17Q: 3 clusters Score -1.237769e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 73722 members 
Entering Unmasked Estep 
Score: -12378188.000000 Penalty: 5644.870117
	Iteration 18Q: 3 clusters Score -1.237819e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 74870 members 
Entering Unmasked Estep 
Score: -12378565.000000 Penalty: 5644.870117
	Iteration 19Q: 3 clusters Score -1.237856e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 75915 members 
Entering Unmasked Estep 
Score: -12378971.000000 Penalty: 5644.870117
	Iteration 20F: 3 clusters Score -1.237897e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 76940 members 
Entering Unmasked Estep 
Score: -12379286.000000 Penalty: 5644.870117
	Iteration 21Q: 3 clusters Score -1.237929e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 77915 members 
Entering Unmasked Estep 
Score: -12379649.000000 Penalty: 5644.870117
	Iteration 22Q: 3 clusters Score -1.237965e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 78853 members 
Entering Unmasked Estep 
Score: -12380044.000000 Penalty: 5644.870117
	Iteration 23Q: 3 clusters Score -1.238004e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 79780 members 
Entering Unmasked Estep 
Score: -12380378.000000 Penalty: 5644.870117
	Iteration 24Q: 3 clusters Score -1.238038e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 80615 members 
Entering Unmasked Estep 
Score: -12380729.000000 Penalty: 5644.870117
	Iteration 25Q: 3 clusters Score -1.238073e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 81365 members 
Entering Unmasked Estep 
Score: -12380978.000000 Penalty: 5644.870117
	Iteration 26Q: 3 clusters Score -1.238098e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 82071 members 
Entering Unmasked Estep 
Score: -12381281.000000 Penalty: 5644.870117
	Iteration 27Q: 3 clusters Score -1.238128e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 82747 members 
Entering Unmasked Estep 
Score: -12381615.000000 Penalty: 5644.870117
	Iteration 28Q: 3 clusters Score -1.238162e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 83284 members 
Entering Unmasked Estep 
Score: -12381791.000000 Penalty: 5644.870117
	Iteration 29Q: 3 clusters Score -1.238179e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 83720 members 
Entering Unmasked Estep 
Score: -12381959.000000 Penalty: 5644.870117
	Iteration 30Q: 3 clusters Score -1.238196e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 84109 members 
Entering Unmasked Estep 
Score: -12382104.000000 Penalty: 5644.870117
	Iteration 31Q: 3 clusters Score -1.23821e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 84447 members 
Entering Unmasked Estep 
Score: -12382251.000000 Penalty: 5644.870117
	Iteration 32Q: 3 clusters Score -1.238225e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 84728 members 
Entering Unmasked Estep 
Score: -12382328.000000 Penalty: 5644.870117
	Iteration 33Q: 3 clusters Score -1.238233e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 84961 members 
Entering Unmasked Estep 
Score: -12382390.000000 Penalty: 5644.870117
	Iteration 34Q: 3 clusters Score -1.238239e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 85170 members 
Entering Unmasked Estep 
Score: -12382508.000000 Penalty: 5644.870117
	Iteration 35Q: 3 clusters Score -1.238251e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 85326 members 
Entering Unmasked Estep 
Score: -12382543.000000 Penalty: 5644.870117
	Iteration 36Q: 3 clusters Score -1.238254e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 85457 members 
Entering Unmasked Estep 
Score: -12382571.000000 Penalty: 5644.870117
	Iteration 37Q: 3 clusters Score -1.238257e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 85577 members 
Entering Unmasked Estep 
Score: -12382601.000000 Penalty: 5644.870117
	Iteration 38Q: 3 clusters Score -1.23826e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 85690 members 
Entering Unmasked Estep 
Score: -12382669.000000 Penalty: 5644.870117
	Iteration 39Q: 3 clusters Score -1.238267e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 85782 members 
Entering Unmasked Estep 
Score: -12382685.000000 Penalty: 5644.870117
	Iteration 40F: 3 clusters Score -1.238268e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 85859 members 
Entering Unmasked Estep 
Score: -12382723.000000 Penalty: 5644.870117
	Iteration 41Q: 3 clusters Score -1.238272e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 85916 members 
Entering Unmasked Estep 
Score: -12382730.000000 Penalty: 5644.870117
	Iteration 42Q: 3 clusters Score -1.238273e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 85964 members 
Entering Unmasked Estep 
Score: -12382766.000000 Penalty: 5644.870117
	Iteration 43Q: 3 clusters Score -1.238277e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 86016 members 
Entering Unmasked Estep 
Score: -12382779.000000 Penalty: 5644.870117
	Iteration 44Q: 3 clusters Score -1.238278e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 86062 members 
Entering Unmasked Estep 
Score: -12382771.000000 Penalty: 5644.870117
	Iteration 45Q: 3 clusters Score -1.238277e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 86098 members 
Entering Unmasked Estep 
Score: -12382779.000000 Penalty: 5644.870117
	Iteration 46Q: 3 clusters Score -1.238278e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 86124 members 
Entering Unmasked Estep 
Score: -12382800.000000 Penalty: 5644.870117
	Iteration 47Q: 3 clusters Score -1.23828e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 86140 members 
Entering Unmasked Estep 
Score: -12382801.000000 Penalty: 5644.870117
	Iteration 48Q: 3 clusters Score -1.23828e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 86155 members 
Entering Unmasked Estep 
Score: -12382797.000000 Penalty: 5644.870117
	Iteration 49Q: 3 clusters Score -1.23828e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 86169 members 
Entering Unmasked Estep 
Score: -12382822.000000 Penalty: 5644.870117
	Iteration 50Q: 3 clusters Score -1.238282e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 86182 members 
Entering Unmasked Estep 
Score: -12382821.000000 Penalty: 5644.870117
	Iteration 51Q: 3 clusters Score -1.238282e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 86198 members 
Entering Unmasked Estep 
Score: -12382826.000000 Penalty: 5644.870117
	Iteration 52Q: 3 clusters Score -1.238283e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 86209 members 
Entering Unmasked Estep 
Score: -12382834.000000 Penalty: 5644.870117
	Iteration 53Q: 3 clusters Score -1.238283e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 86220 members 
Entering Unmasked Estep 
Score: -12382832.000000 Penalty: 5644.870117
	Iteration 54Q: 3 clusters Score -1.238283e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 86238 members 
Entering Unmasked Estep 
Score: -12382829.000000 Penalty: 5644.870117
	Iteration 55Q: 3 clusters Score -1.238283e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 86251 members 
Entering Unmasked Estep 
Score: -12382840.000000 Penalty: 5644.870117
	Iteration 56Q: 3 clusters Score -1.238284e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 86259 members 
Entering Unmasked Estep 
Score: -12382854.000000 Penalty: 5644.870117
	Iteration 57Q: 3 clusters Score -1.238285e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 86272 members 
Entering Unmasked Estep 
Score: -12382862.000000 Penalty: 5644.870117
	Iteration 58Q: 3 clusters Score -1.238286e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 86284 members 
Entering Unmasked Estep 
Score: -12382854.000000 Penalty: 5644.870117
	Iteration 59Q: 3 clusters Score -1.238285e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 86301 members 
Entering Unmasked Estep 
Score: -12382851.000000 Penalty: 5644.870117
	Iteration 60F: 3 clusters Score -1.238285e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 86310 members 
Entering Unmasked Estep 
Score: -12382846.000000 Penalty: 5644.870117
	Iteration 61Q: 3 clusters Score -1.238285e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 86317 members 
Entering Unmasked Estep 
Score: -12382863.000000 Penalty: 5644.870117
	Iteration 62Q: 3 clusters Score -1.238286e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 86325 members 
Entering Unmasked Estep 
Score: -12382866.000000 Penalty: 5644.870117
	Iteration 63Q: 3 clusters Score -1.238287e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 86332 members 
Entering Unmasked Estep 
Score: -12382863.000000 Penalty: 5644.870117
	Iteration 64Q: 3 clusters Score -1.238286e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 86343 members 
Entering Unmasked Estep 
Score: -12382872.000000 Penalty: 5644.870117
	Iteration 65Q: 3 clusters Score -1.238287e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 86357 members 
Entering Unmasked Estep 
Score: -12382886.000000 Penalty: 5644.870117
	Iteration 66Q: 3 clusters Score -1.238289e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 86366 members 
Entering Unmasked Estep 
Score: -12382891.000000 Penalty: 5644.870117
	Iteration 67Q: 3 clusters Score -1.238289e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 86375 members 
Entering Unmasked Estep 
Score: -12382883.000000 Penalty: 5644.870117
	Iteration 68Q: 3 clusters Score -1.238288e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 86387 members 
Entering Unmasked Estep 
Score: -12382870.000000 Penalty: 5644.870117
	Iteration 69Q: 3 clusters Score -1.238287e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 86394 members 
Entering Unmasked Estep 
Score: -12382881.000000 Penalty: 5644.870117
	Iteration 70Q: 3 clusters Score -1.238288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 86400 members 
Entering Unmasked Estep 
Score: -12382872.000000 Penalty: 5644.870117
	Iteration 71Q: 3 clusters Score -1.238287e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 86408 members 
Entering Unmasked Estep 
Score: -12382885.000000 Penalty: 5644.870117
	Iteration 72Q: 3 clusters Score -1.238288e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 86415 members 
Entering Unmasked Estep 
Score: -12382889.000000 Penalty: 5644.870117
	Iteration 73Q: 3 clusters Score -1.238289e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 86424 members 
Entering Unmasked Estep 
Score: -12382899.000000 Penalty: 5644.870117
	Iteration 74Q: 3 clusters Score -1.23829e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 86432 members 
Entering Unmasked Estep 
Score: -12382899.000000 Penalty: 5644.870117
	Iteration 75Q: 3 clusters Score -1.23829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 86435 members 
Entering Unmasked Estep 
Score: -12382906.000000 Penalty: 5644.870117
	Iteration 76Q: 3 clusters Score -1.238291e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 86438 members 
Entering Unmasked Estep 
Score: -12382901.000000 Penalty: 5644.870117
	Iteration 77Q: 3 clusters Score -1.23829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 86439 members 
Entering Unmasked Estep 
Score: -12382903.000000 Penalty: 5644.870117
	Iteration 78Q: 3 clusters Score -1.23829e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 86439 members 
Entering Unmasked Estep 
Score: -12382903.000000 Penalty: 5644.870117
	Iteration 79F: 3 clusters Score -1.23829e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Entering Unmasked Estep 
Score: -2666106.000000 Penalty: 2439.728516
	Iteration 0F: 2 clusters Score -2666106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2652725.500000 Penalty: 4879.457031
	Iteration 0F: 3 clusters Score -2652726 nChanged 8198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -2657064.750000 Penalty: 4879.457031
	Iteration 1F: 3 clusters Score -2657065 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -2657407.000000 Penalty: 4879.457031
	Iteration 2F: 3 clusters Score -2657407 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -2657699.000000 Penalty: 4879.457031
	Iteration 3Q: 3 clusters Score -2657699 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -2657927.250000 Penalty: 4879.457031
	Iteration 4Q: 3 clusters Score -2657927 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -2658135.000000 Penalty: 4879.457031
	Iteration 5Q: 3 clusters Score -2658135 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -2658374.500000 Penalty: 4879.457031
	Iteration 6Q: 3 clusters Score -2658374 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -2658638.250000 Penalty: 4879.457031
	Iteration 7Q: 3 clusters Score -2658638 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2658975.000000 Penalty: 4879.457031
	Iteration 8Q: 3 clusters Score -2658975 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -2659426.750000 Penalty: 4879.457031
	Iteration 9Q: 3 clusters Score -2659427 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -2660028.750000 Penalty: 4879.457031
	Iteration 10Q: 3 clusters Score -2660029 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -2660777.750000 Penalty: 4879.457031
	Iteration 11F: 3 clusters Score -2660778 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2661594.250000 Penalty: 4879.457031
	Iteration 12F: 3 clusters Score -2661594 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2662338.750000 Penalty: 4879.457031
	Iteration 13Q: 3 clusters Score -2662339 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2662901.750000 Penalty: 4879.457031
	Iteration 14Q: 3 clusters Score -2662902 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2663320.500000 Penalty: 4879.457031
	Iteration 15Q: 3 clusters Score -2663320 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2663580.750000 Penalty: 4879.457031
	Iteration 16Q: 3 clusters Score -2663581 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2663713.500000 Penalty: 4879.457031
	Iteration 17Q: 3 clusters Score -2663714 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2663804.000000 Penalty: 4879.457031
	Iteration 18Q: 3 clusters Score -2663804 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2663870.000000 Penalty: 4879.457031
	Iteration 19Q: 3 clusters Score -2663870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2663901.000000 Penalty: 4879.457031
	Iteration 20F: 3 clusters Score -2663901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2663911.250000 Penalty: 4879.457031
	Iteration 21Q: 3 clusters Score -2663911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2663917.500000 Penalty: 4879.457031
	Iteration 22Q: 3 clusters Score -2663918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2663925.250000 Penalty: 4879.457031
	Iteration 23Q: 3 clusters Score -2663925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2663929.000000 Penalty: 4879.457031
	Iteration 24Q: 3 clusters Score -2663929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2663932.750000 Penalty: 4879.457031
	Iteration 25Q: 3 clusters Score -2663933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2663936.500000 Penalty: 4879.457031
	Iteration 26Q: 3 clusters Score -2663936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2663942.750000 Penalty: 4879.457031
	Iteration 27Q: 3 clusters Score -2663943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2663949.750000 Penalty: 4879.457031
	Iteration 28Q: 3 clusters Score -2663950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2663950.000000 Penalty: 4879.457031
	Iteration 29Q: 3 clusters Score -2663950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2663953.500000 Penalty: 4879.457031
	Iteration 30Q: 3 clusters Score -2663954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2663956.250000 Penalty: 4879.457031
	Iteration 31Q: 3 clusters Score -2663956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2663961.750000 Penalty: 4879.457031
	Iteration 32Q: 3 clusters Score -2663962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2663965.500000 Penalty: 4879.457031
	Iteration 33Q: 3 clusters Score -2663966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2663965.250000 Penalty: 4879.457031
	Iteration 34Q: 3 clusters Score -2663965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2663965.250000 Penalty: 4879.457031
	Iteration 35Q: 3 clusters Score -2663965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2663965.250000 Penalty: 4879.457031
	Iteration 36F: 3 clusters Score -2663965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (126452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126452 members 
Entering Unmasked Estep 
Score: -17912712.000000 Penalty: 2913.409180
	Iteration 0F: 2 clusters Score -1.791271e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63309 members 
Mstep: Class 2 contains 63143 members 
Entering Unmasked Estep 
Score: -17832056.000000 Penalty: 5826.818359
	Iteration 0F: 3 clusters Score -1.783206e+07 nChanged 59878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63475 members 
Mstep: Class 2 contains 62977 members 
Entering Unmasked Estep 
Score: -17866032.000000 Penalty: 5826.818359
	Iteration 1F: 3 clusters Score -1.786603e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63610 members 
Mstep: Class 2 contains 62842 members 
Entering Unmasked Estep 
Score: -17866570.000000 Penalty: 5826.818359
	Iteration 2Q: 3 clusters Score -1.786657e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63844 members 
Mstep: Class 2 contains 62608 members 
Entering Unmasked Estep 
Score: -17867182.000000 Penalty: 5826.818359
	Iteration 3Q: 3 clusters Score -1.786718e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64152 members 
Mstep: Class 2 contains 62300 members 
Entering Unmasked Estep 
Score: -17867890.000000 Penalty: 5826.818359
	Iteration 4Q: 3 clusters Score -1.786789e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64621 members 
Mstep: Class 2 contains 61831 members 
Entering Unmasked Estep 
Score: -17868770.000000 Penalty: 5826.818359
	Iteration 5Q: 3 clusters Score -1.786877e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65392 members 
Mstep: Class 2 contains 61060 members 
Entering Unmasked Estep 
Score: -17870200.000000 Penalty: 5826.818359
	Iteration 6Q: 3 clusters Score -1.78702e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66526 members 
Mstep: Class 2 contains 59926 members 
Entering Unmasked Estep 
Score: -17872224.000000 Penalty: 5826.818359
	Iteration 7Q: 3 clusters Score -1.787222e+07 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67976 members 
Mstep: Class 2 contains 58476 members 
Entering Unmasked Estep 
Score: -17875190.000000 Penalty: 5826.818359
	Iteration 8Q: 3 clusters Score -1.787519e+07 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69696 members 
Mstep: Class 2 contains 56756 members 
Entering Unmasked Estep 
Score: -17879070.000000 Penalty: 5826.818359
	Iteration 9F: 3 clusters Score -1.787907e+07 nChanged 7416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71422 members 
Mstep: Class 2 contains 55030 members 
Entering Unmasked Estep 
Score: -17884332.000000 Penalty: 5826.818359
	Iteration 10F: 3 clusters Score -1.788433e+07 nChanged 7911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72847 members 
Mstep: Class 2 contains 53605 members 
Entering Unmasked Estep 
Score: -17889594.000000 Penalty: 5826.818359
	Iteration 11F: 3 clusters Score -1.788959e+07 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73676 members 
Mstep: Class 2 contains 52776 members 
Entering Unmasked Estep 
Score: -17892732.000000 Penalty: 5826.818359
	Iteration 12F: 3 clusters Score -1.789273e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74290 members 
Mstep: Class 2 contains 52162 members 
Entering Unmasked Estep 
Score: -17893852.000000 Penalty: 5826.818359
	Iteration 13Q: 3 clusters Score -1.789385e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74974 members 
Mstep: Class 2 contains 51478 members 
Entering Unmasked Estep 
Score: -17894254.000000 Penalty: 5826.818359
	Iteration 14Q: 3 clusters Score -1.789425e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75792 members 
Mstep: Class 2 contains 50660 members 
Entering Unmasked Estep 
Score: -17894474.000000 Penalty: 5826.818359
	Iteration 15Q: 3 clusters Score -1.789447e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76662 members 
Mstep: Class 2 contains 49790 members 
Entering Unmasked Estep 
Score: -17894682.000000 Penalty: 5826.818359
	Iteration 16Q: 3 clusters Score -1.789468e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77651 members 
Mstep: Class 2 contains 48801 members 
Entering Unmasked Estep 
Score: -17894906.000000 Penalty: 5826.818359
	Iteration 17Q: 3 clusters Score -1.789491e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78777 members 
Mstep: Class 2 contains 47675 members 
Entering Unmasked Estep 
Score: -17895304.000000 Penalty: 5826.818359
	Iteration 18Q: 3 clusters Score -1.78953e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80111 members 
Mstep: Class 2 contains 46341 members 
Entering Unmasked Estep 
Score: -17895528.000000 Penalty: 5826.818359
	Iteration 19Q: 3 clusters Score -1.789553e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81571 members 
Mstep: Class 2 contains 44881 members 
Entering Unmasked Estep 
Score: -17895862.000000 Penalty: 5826.818359
	Iteration 20F: 3 clusters Score -1.789586e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83231 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -17896160.000000 Penalty: 5826.818359
	Iteration 21Q: 3 clusters Score -1.789616e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85077 members 
Mstep: Class 2 contains 41375 members 
Entering Unmasked Estep 
Score: -17896672.000000 Penalty: 5826.818359
	Iteration 22Q: 3 clusters Score -1.789667e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87138 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -17897242.000000 Penalty: 5826.818359
	Iteration 23Q: 3 clusters Score -1.789724e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89383 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -17897796.000000 Penalty: 5826.818359
	Iteration 24Q: 3 clusters Score -1.78978e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91785 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -17898542.000000 Penalty: 5826.818359
	Iteration 25Q: 3 clusters Score -1.789854e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94349 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -17899408.000000 Penalty: 5826.818359
	Iteration 26Q: 3 clusters Score -1.789941e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96919 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -17900310.000000 Penalty: 5826.818359
	Iteration 27Q: 3 clusters Score -1.790031e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99463 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -17901188.000000 Penalty: 5826.818359
	Iteration 28Q: 3 clusters Score -1.790119e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102014 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -17902202.000000 Penalty: 5826.818359
	Iteration 29Q: 3 clusters Score -1.79022e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104485 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -17903158.000000 Penalty: 5826.818359
	Iteration 30Q: 3 clusters Score -1.790316e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106911 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -17904162.000000 Penalty: 5826.818359
	Iteration 31Q: 3 clusters Score -1.790416e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109248 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -17905220.000000 Penalty: 5826.818359
	Iteration 32Q: 3 clusters Score -1.790522e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111369 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -17906028.000000 Penalty: 5826.818359
	Iteration 33Q: 3 clusters Score -1.790603e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113289 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -17906678.000000 Penalty: 5826.818359
	Iteration 34Q: 3 clusters Score -1.790668e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115031 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -17907246.000000 Penalty: 5826.818359
	Iteration 35Q: 3 clusters Score -1.790725e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116504 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -17907884.000000 Penalty: 5826.818359
	Iteration 36Q: 3 clusters Score -1.790788e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117757 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -17908300.000000 Penalty: 5826.818359
	Iteration 37Q: 3 clusters Score -1.79083e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118845 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -17908680.000000 Penalty: 5826.818359
	Iteration 38Q: 3 clusters Score -1.790868e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119729 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -17908978.000000 Penalty: 5826.818359
	Iteration 39Q: 3 clusters Score -1.790898e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120469 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -17909344.000000 Penalty: 5826.818359
	Iteration 40F: 3 clusters Score -1.790934e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121183 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -17909604.000000 Penalty: 5826.818359
	Iteration 41Q: 3 clusters Score -1.79096e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121767 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -17909858.000000 Penalty: 5826.818359
	Iteration 42Q: 3 clusters Score -1.790986e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122248 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -17910060.000000 Penalty: 5826.818359
	Iteration 43Q: 3 clusters Score -1.791006e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122681 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -17910178.000000 Penalty: 5826.818359
	Iteration 44Q: 3 clusters Score -1.791018e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123015 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -17910260.000000 Penalty: 5826.818359
	Iteration 45Q: 3 clusters Score -1.791026e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123289 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -17910344.000000 Penalty: 5826.818359
	Iteration 46Q: 3 clusters Score -1.791034e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123515 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -17910384.000000 Penalty: 5826.818359
	Iteration 47Q: 3 clusters Score -1.791038e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123684 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -17910400.000000 Penalty: 5826.818359
	Iteration 48Q: 3 clusters Score -1.79104e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123820 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -17910460.000000 Penalty: 5826.818359
	Iteration 49Q: 3 clusters Score -1.791046e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123937 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -17910518.000000 Penalty: 5826.818359
	Iteration 50Q: 3 clusters Score -1.791052e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124029 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -17910518.000000 Penalty: 5826.818359
	Iteration 51Q: 3 clusters Score -1.791052e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124111 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -17910496.000000 Penalty: 5826.818359
	Iteration 52Q: 3 clusters Score -1.79105e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124180 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -17910552.000000 Penalty: 5826.818359
	Iteration 53Q: 3 clusters Score -1.791055e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124247 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -17910516.000000 Penalty: 5826.818359
	Iteration 54Q: 3 clusters Score -1.791052e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124303 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -17910488.000000 Penalty: 5826.818359
	Iteration 55Q: 3 clusters Score -1.791049e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124356 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -17910502.000000 Penalty: 5826.818359
	Iteration 56Q: 3 clusters Score -1.79105e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124390 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -17910494.000000 Penalty: 5826.818359
	Iteration 57Q: 3 clusters Score -1.791049e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124431 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -17910492.000000 Penalty: 5826.818359
	Iteration 58Q: 3 clusters Score -1.791049e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124461 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -17910550.000000 Penalty: 5826.818359
	Iteration 59Q: 3 clusters Score -1.791055e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124479 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -17910564.000000 Penalty: 5826.818359
	Iteration 60F: 3 clusters Score -1.791056e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124496 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -17910570.000000 Penalty: 5826.818359
	Iteration 61Q: 3 clusters Score -1.791057e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124509 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -17910566.000000 Penalty: 5826.818359
	Iteration 62Q: 3 clusters Score -1.791057e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124523 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -17910568.000000 Penalty: 5826.818359
	Iteration 63Q: 3 clusters Score -1.791057e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124532 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -17910582.000000 Penalty: 5826.818359
	Iteration 64Q: 3 clusters Score -1.791058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124540 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -17910582.000000 Penalty: 5826.818359
	Iteration 65Q: 3 clusters Score -1.791058e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124546 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -17910584.000000 Penalty: 5826.818359
	Iteration 66Q: 3 clusters Score -1.791058e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124553 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -17910582.000000 Penalty: 5826.818359
	Iteration 67Q: 3 clusters Score -1.791058e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124566 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -17910594.000000 Penalty: 5826.818359
	Iteration 68Q: 3 clusters Score -1.791059e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124579 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -17910602.000000 Penalty: 5826.818359
	Iteration 69Q: 3 clusters Score -1.79106e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124589 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -17910586.000000 Penalty: 5826.818359
	Iteration 70Q: 3 clusters Score -1.791059e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124600 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -17910600.000000 Penalty: 5826.818359
	Iteration 71Q: 3 clusters Score -1.79106e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124612 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -17910596.000000 Penalty: 5826.818359
	Iteration 72Q: 3 clusters Score -1.79106e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124621 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -17910612.000000 Penalty: 5826.818359
	Iteration 73Q: 3 clusters Score -1.791061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124628 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -17910600.000000 Penalty: 5826.818359
	Iteration 74Q: 3 clusters Score -1.79106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124632 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -17910602.000000 Penalty: 5826.818359
	Iteration 75Q: 3 clusters Score -1.79106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124633 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -17910602.000000 Penalty: 5826.818359
	Iteration 76Q: 3 clusters Score -1.79106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124635 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -17910598.000000 Penalty: 5826.818359
	Iteration 77Q: 3 clusters Score -1.79106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124637 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -17910602.000000 Penalty: 5826.818359
	Iteration 78Q: 3 clusters Score -1.79106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124641 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -17910598.000000 Penalty: 5826.818359
	Iteration 79Q: 3 clusters Score -1.79106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124645 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -17910614.000000 Penalty: 5826.818359
	Iteration 80F: 3 clusters Score -1.791061e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124649 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -17910614.000000 Penalty: 5826.818359
	Iteration 81Q: 3 clusters Score -1.791061e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124658 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -17910608.000000 Penalty: 5826.818359
	Iteration 82Q: 3 clusters Score -1.791061e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124664 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -17910618.000000 Penalty: 5826.818359
	Iteration 83Q: 3 clusters Score -1.791062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124670 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -17910608.000000 Penalty: 5826.818359
	Iteration 84Q: 3 clusters Score -1.791061e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124679 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -17910622.000000 Penalty: 5826.818359
	Iteration 85Q: 3 clusters Score -1.791062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124683 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -17910634.000000 Penalty: 5826.818359
	Iteration 86Q: 3 clusters Score -1.791063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124687 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -17910634.000000 Penalty: 5826.818359
	Iteration 87Q: 3 clusters Score -1.791063e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124692 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -17910626.000000 Penalty: 5826.818359
	Iteration 88Q: 3 clusters Score -1.791063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124697 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -17910630.000000 Penalty: 5826.818359
	Iteration 89Q: 3 clusters Score -1.791063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124701 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -17910640.000000 Penalty: 5826.818359
	Iteration 90Q: 3 clusters Score -1.791064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124706 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -17910638.000000 Penalty: 5826.818359
	Iteration 91Q: 3 clusters Score -1.791064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124709 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -17910632.000000 Penalty: 5826.818359
	Iteration 92Q: 3 clusters Score -1.791063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124712 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -17910628.000000 Penalty: 5826.818359
	Iteration 93Q: 3 clusters Score -1.791063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124717 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -17910630.000000 Penalty: 5826.818359
	Iteration 94Q: 3 clusters Score -1.791063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124722 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -17910620.000000 Penalty: 5826.818359
	Iteration 95Q: 3 clusters Score -1.791062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124724 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -17910628.000000 Penalty: 5826.818359
	Iteration 96Q: 3 clusters Score -1.791063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124725 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -17910626.000000 Penalty: 5826.818359
	Iteration 97Q: 3 clusters Score -1.791063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124726 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -17910622.000000 Penalty: 5826.818359
	Iteration 98Q: 3 clusters Score -1.791062e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124726 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -17910622.000000 Penalty: 5826.818359
	Iteration 99F: 3 clusters Score -1.791062e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -81528.085938 Penalty: 1584.779663
	Iteration 0F: 2 clusters Score -81528.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -79888.273438 Penalty: 3169.559326
	Iteration 0F: 3 clusters Score -79888.27 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -80099.492188 Penalty: 3169.559326
	Iteration 1F: 3 clusters Score -80099.49 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -80160.695312 Penalty: 3169.559326
	Iteration 2F: 3 clusters Score -80160.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -80176.406250 Penalty: 3169.559326
	Iteration 3Q: 3 clusters Score -80176.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -80181.226562 Penalty: 3169.559326
	Iteration 4Q: 3 clusters Score -80181.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -80182.671875 Penalty: 3169.559326
	Iteration 5Q: 3 clusters Score -80182.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -80183.859375 Penalty: 3169.559326
	Iteration 6Q: 3 clusters Score -80183.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -80183.859375 Penalty: 3169.559326
	Iteration 7F: 3 clusters Score -80183.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Entering Unmasked Estep 
Score: -641746.062500 Penalty: 2091.423340
	Iteration 0F: 2 clusters Score -641746.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -637480.812500 Penalty: 4182.846680
	Iteration 0F: 3 clusters Score -637480.8 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -638499.312500 Penalty: 4182.846680
	Iteration 1F: 3 clusters Score -638499.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -638696.062500 Penalty: 4182.846680
	Iteration 2F: 3 clusters Score -638696.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -638808.687500 Penalty: 4182.846680
	Iteration 3Q: 3 clusters Score -638808.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -638909.125000 Penalty: 4182.846680
	Iteration 4Q: 3 clusters Score -638909.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -638977.687500 Penalty: 4182.846680
	Iteration 5Q: 3 clusters Score -638977.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -639032.875000 Penalty: 4182.846680
	Iteration 6Q: 3 clusters Score -639032.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -639075.687500 Penalty: 4182.846680
	Iteration 7Q: 3 clusters Score -639075.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -639118.687500 Penalty: 4182.846680
	Iteration 8Q: 3 clusters Score -639118.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -639163.125000 Penalty: 4182.846680
	Iteration 9Q: 3 clusters Score -639163.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -639211.625000 Penalty: 4182.846680
	Iteration 10Q: 3 clusters Score -639211.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -639261.000000 Penalty: 4182.846680
	Iteration 11Q: 3 clusters Score -639261 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -639310.875000 Penalty: 4182.846680
	Iteration 12Q: 3 clusters Score -639310.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -639368.687500 Penalty: 4182.846680
	Iteration 13Q: 3 clusters Score -639368.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -639411.687500 Penalty: 4182.846680
	Iteration 14Q: 3 clusters Score -639411.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -639463.062500 Penalty: 4182.846680
	Iteration 15Q: 3 clusters Score -639463.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -639508.437500 Penalty: 4182.846680
	Iteration 16Q: 3 clusters Score -639508.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -639549.125000 Penalty: 4182.846680
	Iteration 17Q: 3 clusters Score -639549.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -639587.250000 Penalty: 4182.846680
	Iteration 18Q: 3 clusters Score -639587.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -639627.437500 Penalty: 4182.846680
	Iteration 19Q: 3 clusters Score -639627.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -639661.875000 Penalty: 4182.846680
	Iteration 20F: 3 clusters Score -639661.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -639693.312500 Penalty: 4182.846680
	Iteration 21Q: 3 clusters Score -639693.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -639724.750000 Penalty: 4182.846680
	Iteration 22Q: 3 clusters Score -639724.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -639756.875000 Penalty: 4182.846680
	Iteration 23Q: 3 clusters Score -639756.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -639791.375000 Penalty: 4182.846680
	Iteration 24Q: 3 clusters Score -639791.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -639816.625000 Penalty: 4182.846680
	Iteration 25Q: 3 clusters Score -639816.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -639826.437500 Penalty: 4182.846680
	Iteration 26Q: 3 clusters Score -639826.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -639836.500000 Penalty: 4182.846680
	Iteration 27Q: 3 clusters Score -639836.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -639845.312500 Penalty: 4182.846680
	Iteration 28Q: 3 clusters Score -639845.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -639852.375000 Penalty: 4182.846680
	Iteration 29Q: 3 clusters Score -639852.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -639856.687500 Penalty: 4182.846680
	Iteration 30Q: 3 clusters Score -639856.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -639859.562500 Penalty: 4182.846680
	Iteration 31Q: 3 clusters Score -639859.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -639867.000000 Penalty: 4182.846680
	Iteration 32Q: 3 clusters Score -639867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -639874.375000 Penalty: 4182.846680
	Iteration 33Q: 3 clusters Score -639874.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -639882.375000 Penalty: 4182.846680
	Iteration 34Q: 3 clusters Score -639882.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -639888.687500 Penalty: 4182.846680
	Iteration 35Q: 3 clusters Score -639888.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -639893.625000 Penalty: 4182.846680
	Iteration 36Q: 3 clusters Score -639893.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -639898.187500 Penalty: 4182.846680
	Iteration 37Q: 3 clusters Score -639898.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -639902.312500 Penalty: 4182.846680
	Iteration 38Q: 3 clusters Score -639902.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -639904.187500 Penalty: 4182.846680
	Iteration 39Q: 3 clusters Score -639904.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -639904.437500 Penalty: 4182.846680
	Iteration 40F: 3 clusters Score -639904.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -639905.437500 Penalty: 4182.846680
	Iteration 41Q: 3 clusters Score -639905.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -639906.875000 Penalty: 4182.846680
	Iteration 42Q: 3 clusters Score -639906.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -639908.875000 Penalty: 4182.846680
	Iteration 43Q: 3 clusters Score -639908.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -639912.125000 Penalty: 4182.846680
	Iteration 44Q: 3 clusters Score -639912.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -639919.312500 Penalty: 4182.846680
	Iteration 45Q: 3 clusters Score -639919.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -639921.437500 Penalty: 4182.846680
	Iteration 46Q: 3 clusters Score -639921.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -639924.062500 Penalty: 4182.846680
	Iteration 47Q: 3 clusters Score -639924.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -639926.625000 Penalty: 4182.846680
	Iteration 48Q: 3 clusters Score -639926.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -639930.062500 Penalty: 4182.846680
	Iteration 49Q: 3 clusters Score -639930.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -639933.125000 Penalty: 4182.846680
	Iteration 50Q: 3 clusters Score -639933.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -639933.562500 Penalty: 4182.846680
	Iteration 51Q: 3 clusters Score -639933.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -639933.562500 Penalty: 4182.846680
	Iteration 52F: 3 clusters Score -639933.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Entering Unmasked Estep 
Score: -282652.312500 Penalty: 1891.993042
	Iteration 0F: 2 clusters Score -282652.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -279992.843750 Penalty: 3783.986084
	Iteration 0F: 3 clusters Score -279992.8 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -280456.093750 Penalty: 3783.986084
	Iteration 1F: 3 clusters Score -280456.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -280580.343750 Penalty: 3783.986084
	Iteration 2F: 3 clusters Score -280580.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -280657.718750 Penalty: 3783.986084
	Iteration 3Q: 3 clusters Score -280657.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -280709.906250 Penalty: 3783.986084
	Iteration 4Q: 3 clusters Score -280709.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -280758.500000 Penalty: 3783.986084
	Iteration 5Q: 3 clusters Score -280758.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -280787.312500 Penalty: 3783.986084
	Iteration 6Q: 3 clusters Score -280787.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -280809.156250 Penalty: 3783.986084
	Iteration 7Q: 3 clusters Score -280809.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -280823.968750 Penalty: 3783.986084
	Iteration 8Q: 3 clusters Score -280824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -280830.937500 Penalty: 3783.986084
	Iteration 9Q: 3 clusters Score -280830.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -280840.062500 Penalty: 3783.986084
	Iteration 10Q: 3 clusters Score -280840.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -280846.625000 Penalty: 3783.986084
	Iteration 11Q: 3 clusters Score -280846.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -280853.312500 Penalty: 3783.986084
	Iteration 12Q: 3 clusters Score -280853.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -280861.156250 Penalty: 3783.986084
	Iteration 13Q: 3 clusters Score -280861.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -280873.187500 Penalty: 3783.986084
	Iteration 14Q: 3 clusters Score -280873.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -280883.750000 Penalty: 3783.986084
	Iteration 15Q: 3 clusters Score -280883.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -280888.000000 Penalty: 3783.986084
	Iteration 16Q: 3 clusters Score -280888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -280891.031250 Penalty: 3783.986084
	Iteration 17Q: 3 clusters Score -280891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -280894.187500 Penalty: 3783.986084
	Iteration 18Q: 3 clusters Score -280894.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -280897.812500 Penalty: 3783.986084
	Iteration 19Q: 3 clusters Score -280897.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -280899.781250 Penalty: 3783.986084
	Iteration 20F: 3 clusters Score -280899.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -280901.093750 Penalty: 3783.986084
	Iteration 21Q: 3 clusters Score -280901.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -280901.968750 Penalty: 3783.986084
	Iteration 22Q: 3 clusters Score -280902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -280903.375000 Penalty: 3783.986084
	Iteration 23Q: 3 clusters Score -280903.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -280904.875000 Penalty: 3783.986084
	Iteration 24Q: 3 clusters Score -280904.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -280904.875000 Penalty: 3783.986084
	Iteration 25F: 3 clusters Score -280904.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (165470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165470 members 
Entering Unmasked Estep 
Score: -23062996.000000 Penalty: 2980.103271
	Iteration 0F: 2 clusters Score -2.3063e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82820 members 
Mstep: Class 2 contains 82650 members 
Entering Unmasked Estep 
Score: -22957066.000000 Penalty: 5960.206543
	Iteration 0F: 3 clusters Score -2.295707e+07 nChanged 79102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83836 members 
Mstep: Class 2 contains 81634 members 
Entering Unmasked Estep 
Score: -23003054.000000 Penalty: 5960.206543
	Iteration 1F: 3 clusters Score -2.300305e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84487 members 
Mstep: Class 2 contains 80983 members 
Entering Unmasked Estep 
Score: -23004324.000000 Penalty: 5960.206543
	Iteration 2Q: 3 clusters Score -2.300432e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85400 members 
Mstep: Class 2 contains 80070 members 
Entering Unmasked Estep 
Score: -23006142.000000 Penalty: 5960.206543
	Iteration 3Q: 3 clusters Score -2.300614e+07 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86559 members 
Mstep: Class 2 contains 78911 members 
Entering Unmasked Estep 
Score: -23008850.000000 Penalty: 5960.206543
	Iteration 4Q: 3 clusters Score -2.300885e+07 nChanged 7258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87837 members 
Mstep: Class 2 contains 77633 members 
Entering Unmasked Estep 
Score: -23012904.000000 Penalty: 5960.206543
	Iteration 5Q: 3 clusters Score -2.30129e+07 nChanged 8933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88778 members 
Mstep: Class 2 contains 76692 members 
Entering Unmasked Estep 
Score: -23018696.000000 Penalty: 5960.206543
	Iteration 6F: 3 clusters Score -2.30187e+07 nChanged 10456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88904 members 
Mstep: Class 2 contains 76566 members 
Entering Unmasked Estep 
Score: -23026020.000000 Penalty: 5960.206543
	Iteration 7F: 3 clusters Score -2.302602e+07 nChanged 11253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87883 members 
Mstep: Class 2 contains 77587 members 
Entering Unmasked Estep 
Score: -23033986.000000 Penalty: 5960.206543
	Iteration 8F: 3 clusters Score -2.303399e+07 nChanged 10865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86020 members 
Mstep: Class 2 contains 79450 members 
Entering Unmasked Estep 
Score: -23040892.000000 Penalty: 5960.206543
	Iteration 9F: 3 clusters Score -2.304089e+07 nChanged 8624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84014 members 
Mstep: Class 2 contains 81456 members 
Entering Unmasked Estep 
Score: -23045332.000000 Penalty: 5960.206543
	Iteration 10F: 3 clusters Score -2.304533e+07 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82091 members 
Mstep: Class 2 contains 83379 members 
Entering Unmasked Estep 
Score: -23047586.000000 Penalty: 5960.206543
	Iteration 11Q: 3 clusters Score -2.304759e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80200 members 
Mstep: Class 2 contains 85270 members 
Entering Unmasked Estep 
Score: -23048990.000000 Penalty: 5960.206543
	Iteration 12Q: 3 clusters Score -2.304899e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78184 members 
Mstep: Class 2 contains 87286 members 
Entering Unmasked Estep 
Score: -23050010.000000 Penalty: 5960.206543
	Iteration 13Q: 3 clusters Score -2.305001e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76040 members 
Mstep: Class 2 contains 89430 members 
Entering Unmasked Estep 
Score: -23050914.000000 Penalty: 5960.206543
	Iteration 14Q: 3 clusters Score -2.305091e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73769 members 
Mstep: Class 2 contains 91701 members 
Entering Unmasked Estep 
Score: -23051946.000000 Penalty: 5960.206543
	Iteration 15Q: 3 clusters Score -2.305195e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71284 members 
Mstep: Class 2 contains 94186 members 
Entering Unmasked Estep 
Score: -23052590.000000 Penalty: 5960.206543
	Iteration 16Q: 3 clusters Score -2.305259e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68816 members 
Mstep: Class 2 contains 96654 members 
Entering Unmasked Estep 
Score: -23053104.000000 Penalty: 5960.206543
	Iteration 17Q: 3 clusters Score -2.30531e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66221 members 
Mstep: Class 2 contains 99249 members 
Entering Unmasked Estep 
Score: -23053552.000000 Penalty: 5960.206543
	Iteration 18Q: 3 clusters Score -2.305355e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63448 members 
Mstep: Class 2 contains 102022 members 
Entering Unmasked Estep 
Score: -23053860.000000 Penalty: 5960.206543
	Iteration 19Q: 3 clusters Score -2.305386e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60546 members 
Mstep: Class 2 contains 104924 members 
Entering Unmasked Estep 
Score: -23054306.000000 Penalty: 5960.206543
	Iteration 20F: 3 clusters Score -2.305431e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57483 members 
Mstep: Class 2 contains 107987 members 
Entering Unmasked Estep 
Score: -23054620.000000 Penalty: 5960.206543
	Iteration 21Q: 3 clusters Score -2.305462e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54260 members 
Mstep: Class 2 contains 111210 members 
Entering Unmasked Estep 
Score: -23055170.000000 Penalty: 5960.206543
	Iteration 22Q: 3 clusters Score -2.305517e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50780 members 
Mstep: Class 2 contains 114690 members 
Entering Unmasked Estep 
Score: -23055592.000000 Penalty: 5960.206543
	Iteration 23Q: 3 clusters Score -2.305559e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47217 members 
Mstep: Class 2 contains 118253 members 
Entering Unmasked Estep 
Score: -23056018.000000 Penalty: 5960.206543
	Iteration 24Q: 3 clusters Score -2.305602e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43712 members 
Mstep: Class 2 contains 121758 members 
Entering Unmasked Estep 
Score: -23056664.000000 Penalty: 5960.206543
	Iteration 25Q: 3 clusters Score -2.305666e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 125235 members 
Entering Unmasked Estep 
Score: -23057234.000000 Penalty: 5960.206543
	Iteration 26Q: 3 clusters Score -2.305723e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 128601 members 
Entering Unmasked Estep 
Score: -23057752.000000 Penalty: 5960.206543
	Iteration 27Q: 3 clusters Score -2.305775e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33574 members 
Mstep: Class 2 contains 131896 members 
Entering Unmasked Estep 
Score: -23058368.000000 Penalty: 5960.206543
	Iteration 28Q: 3 clusters Score -2.305837e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 135141 members 
Entering Unmasked Estep 
Score: -23059166.000000 Penalty: 5960.206543
	Iteration 29Q: 3 clusters Score -2.305917e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 138134 members 
Entering Unmasked Estep 
Score: -23059752.000000 Penalty: 5960.206543
	Iteration 30Q: 3 clusters Score -2.305975e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 140986 members 
Entering Unmasked Estep 
Score: -23060352.000000 Penalty: 5960.206543
	Iteration 31Q: 3 clusters Score -2.306035e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 143614 members 
Entering Unmasked Estep 
Score: -23060960.000000 Penalty: 5960.206543
	Iteration 32Q: 3 clusters Score -2.306096e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 145981 members 
Entering Unmasked Estep 
Score: -23061542.000000 Penalty: 5960.206543
	Iteration 33Q: 3 clusters Score -2.306154e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 148111 members 
Entering Unmasked Estep 
Score: -23061910.000000 Penalty: 5960.206543
	Iteration 34Q: 3 clusters Score -2.306191e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 149886 members 
Entering Unmasked Estep 
Score: -23062316.000000 Penalty: 5960.206543
	Iteration 35Q: 3 clusters Score -2.306232e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 151089 members 
Entering Unmasked Estep 
Score: -23062384.000000 Penalty: 5960.206543
	Iteration 36Q: 3 clusters Score -2.306238e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 151879 members 
Entering Unmasked Estep 
Score: -23062442.000000 Penalty: 5960.206543
	Iteration 37Q: 3 clusters Score -2.306244e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 152338 members 
Entering Unmasked Estep 
Score: -23062440.000000 Penalty: 5960.206543
	Iteration 38Q: 3 clusters Score -2.306244e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 152569 members 
Entering Unmasked Estep 
Score: -23062464.000000 Penalty: 5960.206543
	Iteration 39Q: 3 clusters Score -2.306246e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 152705 members 
Entering Unmasked Estep 
Score: -23062768.000000 Penalty: 5960.206543
	Iteration 40F: 3 clusters Score -2.306277e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 154190 members 
Entering Unmasked Estep 
Score: -23063016.000000 Penalty: 5960.206543
	Iteration 41Q: 3 clusters Score -2.306302e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 155613 members 
Entering Unmasked Estep 
Score: -23063238.000000 Penalty: 5960.206543
	Iteration 42Q: 3 clusters Score -2.306324e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 156942 members 
Entering Unmasked Estep 
Score: -23063220.000000 Penalty: 5960.206543
	Iteration 43Q: 3 clusters Score -2.306322e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 158168 members 
Entering Unmasked Estep 
Score: -23063130.000000 Penalty: 5960.206543
	Iteration 44Q: 3 clusters Score -2.306313e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 159240 members 
Entering Unmasked Estep 
Score: -23063074.000000 Penalty: 5960.206543
	Iteration 45Q: 3 clusters Score -2.306307e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 160174 members 
Entering Unmasked Estep 
Score: -23062914.000000 Penalty: 5960.206543
	Iteration 46Q: 3 clusters Score -2.306291e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 160961 members 
Entering Unmasked Estep 
Score: -23062578.000000 Penalty: 5960.206543
	Iteration 47Q: 3 clusters Score -2.306258e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 161605 members 
Entering Unmasked Estep 
Score: -23062446.000000 Penalty: 5960.206543
	Iteration 48Q: 3 clusters Score -2.306245e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 162149 members 
Entering Unmasked Estep 
Score: -23062310.000000 Penalty: 5960.206543
	Iteration 49Q: 3 clusters Score -2.306231e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 162601 members 
Entering Unmasked Estep 
Score: -23062252.000000 Penalty: 5960.206543
	Iteration 50Q: 3 clusters Score -2.306225e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 162961 members 
Entering Unmasked Estep 
Score: -23062022.000000 Penalty: 5960.206543
	Iteration 51Q: 3 clusters Score -2.306202e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 163249 members 
Entering Unmasked Estep 
Score: -23061890.000000 Penalty: 5960.206543
	Iteration 52Q: 3 clusters Score -2.306189e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 163472 members 
Entering Unmasked Estep 
Score: -23061790.000000 Penalty: 5960.206543
	Iteration 53Q: 3 clusters Score -2.306179e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 163661 members 
Entering Unmasked Estep 
Score: -23061684.000000 Penalty: 5960.206543
	Iteration 54Q: 3 clusters Score -2.306168e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 163819 members 
Entering Unmasked Estep 
Score: -23061658.000000 Penalty: 5960.206543
	Iteration 55Q: 3 clusters Score -2.306166e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 163947 members 
Entering Unmasked Estep 
Score: -23061642.000000 Penalty: 5960.206543
	Iteration 56Q: 3 clusters Score -2.306164e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 164056 members 
Entering Unmasked Estep 
Score: -23061556.000000 Penalty: 5960.206543
	Iteration 57Q: 3 clusters Score -2.306156e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 164144 members 
Entering Unmasked Estep 
Score: -23061496.000000 Penalty: 5960.206543
	Iteration 58Q: 3 clusters Score -2.30615e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 164213 members 
Entering Unmasked Estep 
Score: -23061440.000000 Penalty: 5960.206543
	Iteration 59Q: 3 clusters Score -2.306144e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 164269 members 
Entering Unmasked Estep 
Score: -23061422.000000 Penalty: 5960.206543
	Iteration 60F: 3 clusters Score -2.306142e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 164320 members 
Entering Unmasked Estep 
Score: -23061366.000000 Penalty: 5960.206543
	Iteration 61Q: 3 clusters Score -2.306137e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 164363 members 
Entering Unmasked Estep 
Score: -23061358.000000 Penalty: 5960.206543
	Iteration 62Q: 3 clusters Score -2.306136e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 164403 members 
Entering Unmasked Estep 
Score: -23061354.000000 Penalty: 5960.206543
	Iteration 63Q: 3 clusters Score -2.306135e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 164445 members 
Entering Unmasked Estep 
Score: -23061314.000000 Penalty: 5960.206543
	Iteration 64Q: 3 clusters Score -2.306131e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 164486 members 
Entering Unmasked Estep 
Score: -23061286.000000 Penalty: 5960.206543
	Iteration 65Q: 3 clusters Score -2.306129e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 164506 members 
Entering Unmasked Estep 
Score: -23061284.000000 Penalty: 5960.206543
	Iteration 66Q: 3 clusters Score -2.306128e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 164520 members 
Entering Unmasked Estep 
Score: -23061258.000000 Penalty: 5960.206543
	Iteration 67Q: 3 clusters Score -2.306126e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 164535 members 
Entering Unmasked Estep 
Score: -23061240.000000 Penalty: 5960.206543
	Iteration 68Q: 3 clusters Score -2.306124e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 164555 members 
Entering Unmasked Estep 
Score: -23061244.000000 Penalty: 5960.206543
	Iteration 69Q: 3 clusters Score -2.306124e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 164576 members 
Entering Unmasked Estep 
Score: -23061226.000000 Penalty: 5960.206543
	Iteration 70Q: 3 clusters Score -2.306123e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 164592 members 
Entering Unmasked Estep 
Score: -23061200.000000 Penalty: 5960.206543
	Iteration 71Q: 3 clusters Score -2.30612e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 164604 members 
Entering Unmasked Estep 
Score: -23061226.000000 Penalty: 5960.206543
	Iteration 72Q: 3 clusters Score -2.306123e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 164619 members 
Entering Unmasked Estep 
Score: -23061216.000000 Penalty: 5960.206543
	Iteration 73Q: 3 clusters Score -2.306122e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 164630 members 
Entering Unmasked Estep 
Score: -23061214.000000 Penalty: 5960.206543
	Iteration 74Q: 3 clusters Score -2.306121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 164638 members 
Entering Unmasked Estep 
Score: -23061200.000000 Penalty: 5960.206543
	Iteration 75Q: 3 clusters Score -2.30612e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 164649 members 
Entering Unmasked Estep 
Score: -23061176.000000 Penalty: 5960.206543
	Iteration 76Q: 3 clusters Score -2.306118e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 164660 members 
Entering Unmasked Estep 
Score: -23061162.000000 Penalty: 5960.206543
	Iteration 77Q: 3 clusters Score -2.306116e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 164668 members 
Entering Unmasked Estep 
Score: -23061168.000000 Penalty: 5960.206543
	Iteration 78Q: 3 clusters Score -2.306117e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 164674 members 
Entering Unmasked Estep 
Score: -23061174.000000 Penalty: 5960.206543
	Iteration 79Q: 3 clusters Score -2.306117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 164678 members 
Entering Unmasked Estep 
Score: -23061178.000000 Penalty: 5960.206543
	Iteration 80F: 3 clusters Score -2.306118e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 164682 members 
Entering Unmasked Estep 
Score: -23061178.000000 Penalty: 5960.206543
	Iteration 81Q: 3 clusters Score -2.306118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 164685 members 
Entering Unmasked Estep 
Score: -23061166.000000 Penalty: 5960.206543
	Iteration 82Q: 3 clusters Score -2.306117e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 164690 members 
Entering Unmasked Estep 
Score: -23061148.000000 Penalty: 5960.206543
	Iteration 83Q: 3 clusters Score -2.306115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 164693 members 
Entering Unmasked Estep 
Score: -23061162.000000 Penalty: 5960.206543
	Iteration 84Q: 3 clusters Score -2.306116e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 164700 members 
Entering Unmasked Estep 
Score: -23061148.000000 Penalty: 5960.206543
	Iteration 85Q: 3 clusters Score -2.306115e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 164708 members 
Entering Unmasked Estep 
Score: -23061160.000000 Penalty: 5960.206543
	Iteration 86Q: 3 clusters Score -2.306116e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 164716 members 
Entering Unmasked Estep 
Score: -23061142.000000 Penalty: 5960.206543
	Iteration 87Q: 3 clusters Score -2.306114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 164720 members 
Entering Unmasked Estep 
Score: -23061136.000000 Penalty: 5960.206543
	Iteration 88Q: 3 clusters Score -2.306114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 164723 members 
Entering Unmasked Estep 
Score: -23061124.000000 Penalty: 5960.206543
	Iteration 89Q: 3 clusters Score -2.306112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 164724 members 
Entering Unmasked Estep 
Score: -23061134.000000 Penalty: 5960.206543
	Iteration 90Q: 3 clusters Score -2.306113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 164725 members 
Entering Unmasked Estep 
Score: -23061126.000000 Penalty: 5960.206543
	Iteration 91Q: 3 clusters Score -2.306113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 164726 members 
Entering Unmasked Estep 
Score: -23061134.000000 Penalty: 5960.206543
	Iteration 92Q: 3 clusters Score -2.306113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 164728 members 
Entering Unmasked Estep 
Score: -23061118.000000 Penalty: 5960.206543
	Iteration 93Q: 3 clusters Score -2.306112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 164730 members 
Entering Unmasked Estep 
Score: -23061140.000000 Penalty: 5960.206543
	Iteration 94Q: 3 clusters Score -2.306114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 164732 members 
Entering Unmasked Estep 
Score: -23061136.000000 Penalty: 5960.206543
	Iteration 95Q: 3 clusters Score -2.306114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 164734 members 
Entering Unmasked Estep 
Score: -23061142.000000 Penalty: 5960.206543
	Iteration 96Q: 3 clusters Score -2.306114e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 164734 members 
Entering Unmasked Estep 
Score: -23061142.000000 Penalty: 5960.206543
	Iteration 97F: 3 clusters Score -2.306114e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (65836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65836 members 
Entering Unmasked Estep 
Score: -9272175.000000 Penalty: 2751.540771
	Iteration 0F: 2 clusters Score -9272175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -9227801.000000 Penalty: 5503.081543
	Iteration 0F: 3 clusters Score -9227801 nChanged 30784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31983 members 
Mstep: Class 2 contains 33853 members 
Entering Unmasked Estep 
Score: -9245073.000000 Penalty: 5503.081543
	Iteration 1F: 3 clusters Score -9245073 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -9245678.000000 Penalty: 5503.081543
	Iteration 2Q: 3 clusters Score -9245678 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -9246279.000000 Penalty: 5503.081543
	Iteration 3Q: 3 clusters Score -9246279 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -9246874.000000 Penalty: 5503.081543
	Iteration 4Q: 3 clusters Score -9246874 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 37911 members 
Entering Unmasked Estep 
Score: -9247702.000000 Penalty: 5503.081543
	Iteration 5Q: 3 clusters Score -9247702 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -9248947.000000 Penalty: 5503.081543
	Iteration 6Q: 3 clusters Score -9248947 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 44023 members 
Entering Unmasked Estep 
Score: -9251056.000000 Penalty: 5503.081543
	Iteration 7F: 3 clusters Score -9251056 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 48641 members 
Entering Unmasked Estep 
Score: -9254486.000000 Penalty: 5503.081543
	Iteration 8F: 3 clusters Score -9254486 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 54095 members 
Entering Unmasked Estep 
Score: -9259276.000000 Penalty: 5503.081543
	Iteration 9F: 3 clusters Score -9259276 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 59176 members 
Entering Unmasked Estep 
Score: -9264168.000000 Penalty: 5503.081543
	Iteration 10F: 3 clusters Score -9264168 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 62519 members 
Entering Unmasked Estep 
Score: -9267470.000000 Penalty: 5503.081543
	Iteration 11F: 3 clusters Score -9267470 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 64112 members 
Entering Unmasked Estep 
Score: -9268963.000000 Penalty: 5503.081543
	Iteration 12Q: 3 clusters Score -9268963 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 64738 members 
Entering Unmasked Estep 
Score: -9269553.000000 Penalty: 5503.081543
	Iteration 13Q: 3 clusters Score -9269553 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 64978 members 
Entering Unmasked Estep 
Score: -9269873.000000 Penalty: 5503.081543
	Iteration 14Q: 3 clusters Score -9269873 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 65059 members 
Entering Unmasked Estep 
Score: -9270016.000000 Penalty: 5503.081543
	Iteration 15Q: 3 clusters Score -9270016 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 65104 members 
Entering Unmasked Estep 
Score: -9270080.000000 Penalty: 5503.081543
	Iteration 16Q: 3 clusters Score -9270080 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 65132 members 
Entering Unmasked Estep 
Score: -9270116.000000 Penalty: 5503.081543
	Iteration 17Q: 3 clusters Score -9270116 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 65144 members 
Entering Unmasked Estep 
Score: -9270141.000000 Penalty: 5503.081543
	Iteration 18Q: 3 clusters Score -9270141 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 65147 members 
Entering Unmasked Estep 
Score: -9270157.000000 Penalty: 5503.081543
	Iteration 19Q: 3 clusters Score -9270157 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 65152 members 
Entering Unmasked Estep 
Score: -9270156.000000 Penalty: 5503.081543
	Iteration 20F: 3 clusters Score -9270156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 65157 members 
Entering Unmasked Estep 
Score: -9270165.000000 Penalty: 5503.081543
	Iteration 21Q: 3 clusters Score -9270165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 65162 members 
Entering Unmasked Estep 
Score: -9270190.000000 Penalty: 5503.081543
	Iteration 22Q: 3 clusters Score -9270190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 65164 members 
Entering Unmasked Estep 
Score: -9270199.000000 Penalty: 5503.081543
	Iteration 23Q: 3 clusters Score -9270199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 65164 members 
Entering Unmasked Estep 
Score: -9270191.000000 Penalty: 5503.081543
	Iteration 24Q: 3 clusters Score -9270191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 65164 members 
Entering Unmasked Estep 
Score: -9270200.000000 Penalty: 5503.081543
	Iteration 25Q: 3 clusters Score -9270200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 65163 members 
Entering Unmasked Estep 
Score: -9270198.000000 Penalty: 5503.081543
	Iteration 26Q: 3 clusters Score -9270198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 65162 members 
Entering Unmasked Estep 
Score: -9270195.000000 Penalty: 5503.081543
	Iteration 27Q: 3 clusters Score -9270195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 65165 members 
Entering Unmasked Estep 
Score: -9270201.000000 Penalty: 5503.081543
	Iteration 28Q: 3 clusters Score -9270201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 65167 members 
Entering Unmasked Estep 
Score: -9270206.000000 Penalty: 5503.081543
	Iteration 29Q: 3 clusters Score -9270206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 65167 members 
Entering Unmasked Estep 
Score: -9270206.000000 Penalty: 5503.081543
	Iteration 30F: 3 clusters Score -9270206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (33506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Entering Unmasked Estep 
Score: -4743899.500000 Penalty: 2584.030762
	Iteration 0F: 2 clusters Score -4743900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -4721048.000000 Penalty: 5168.061523
	Iteration 0F: 3 clusters Score -4721048 nChanged 15079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -4729390.500000 Penalty: 5168.061523
	Iteration 1F: 3 clusters Score -4729390 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -4729994.000000 Penalty: 5168.061523
	Iteration 2Q: 3 clusters Score -4729994 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -4730666.500000 Penalty: 5168.061523
	Iteration 3Q: 3 clusters Score -4730666 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -4731371.000000 Penalty: 5168.061523
	Iteration 4Q: 3 clusters Score -4731371 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -4732222.000000 Penalty: 5168.061523
	Iteration 5Q: 3 clusters Score -4732222 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -4733209.000000 Penalty: 5168.061523
	Iteration 6F: 3 clusters Score -4733209 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -4734424.000000 Penalty: 5168.061523
	Iteration 7F: 3 clusters Score -4734424 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -4735627.000000 Penalty: 5168.061523
	Iteration 8F: 3 clusters Score -4735627 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -4736814.000000 Penalty: 5168.061523
	Iteration 9F: 3 clusters Score -4736814 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -4737892.000000 Penalty: 5168.061523
	Iteration 10F: 3 clusters Score -4737892 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -4738888.000000 Penalty: 5168.061523
	Iteration 11Q: 3 clusters Score -4738888 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -4739808.500000 Penalty: 5168.061523
	Iteration 12Q: 3 clusters Score -4739808 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -4740684.000000 Penalty: 5168.061523
	Iteration 13Q: 3 clusters Score -4740684 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -4741561.500000 Penalty: 5168.061523
	Iteration 14Q: 3 clusters Score -4741562 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
Score: -4742243.000000 Penalty: 5168.061523
	Iteration 15Q: 3 clusters Score -4742243 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -4742771.000000 Penalty: 5168.061523
	Iteration 16Q: 3 clusters Score -4742771 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -4743165.000000 Penalty: 5168.061523
	Iteration 17Q: 3 clusters Score -4743165 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -4743434.500000 Penalty: 5168.061523
	Iteration 18Q: 3 clusters Score -4743434 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -4743547.500000 Penalty: 5168.061523
	Iteration 19Q: 3 clusters Score -4743548 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -4743628.000000 Penalty: 5168.061523
	Iteration 20F: 3 clusters Score -4743628 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -4743671.000000 Penalty: 5168.061523
	Iteration 21Q: 3 clusters Score -4743671 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -4743691.000000 Penalty: 5168.061523
	Iteration 22Q: 3 clusters Score -4743691 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 32339 members 
Entering Unmasked Estep 
Score: -4743696.000000 Penalty: 5168.061523
	Iteration 23Q: 3 clusters Score -4743696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -4743704.500000 Penalty: 5168.061523
	Iteration 24Q: 3 clusters Score -4743704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -4743703.500000 Penalty: 5168.061523
	Iteration 25Q: 3 clusters Score -4743704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 32394 members 
Entering Unmasked Estep 
Score: -4743701.500000 Penalty: 5168.061523
	Iteration 26Q: 3 clusters Score -4743702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -4743710.000000 Penalty: 5168.061523
	Iteration 27Q: 3 clusters Score -4743710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -4743704.500000 Penalty: 5168.061523
	Iteration 28Q: 3 clusters Score -4743704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -4743710.000000 Penalty: 5168.061523
	Iteration 29Q: 3 clusters Score -4743710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -4743712.000000 Penalty: 5168.061523
	Iteration 30Q: 3 clusters Score -4743712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -4743712.500000 Penalty: 5168.061523
	Iteration 31Q: 3 clusters Score -4743712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -4743712.500000 Penalty: 5168.061523
	Iteration 32Q: 3 clusters Score -4743712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -4743712.500000 Penalty: 5168.061523
	Iteration 33F: 3 clusters Score -4743712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Entering Unmasked Estep 
Score: -2041494.875000 Penalty: 2373.975098
	Iteration 0F: 2 clusters Score -2041495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -2030972.500000 Penalty: 4747.950195
	Iteration 0F: 3 clusters Score -2030972 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -2034311.125000 Penalty: 4747.950195
	Iteration 1F: 3 clusters Score -2034311 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -2034757.625000 Penalty: 4747.950195
	Iteration 2F: 3 clusters Score -2034758 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -2035118.625000 Penalty: 4747.950195
	Iteration 3F: 3 clusters Score -2035119 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -2035461.125000 Penalty: 4747.950195
	Iteration 4Q: 3 clusters Score -2035461 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -2035836.625000 Penalty: 4747.950195
	Iteration 5Q: 3 clusters Score -2035837 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -2036298.500000 Penalty: 4747.950195
	Iteration 6Q: 3 clusters Score -2036298 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -2036826.250000 Penalty: 4747.950195
	Iteration 7F: 3 clusters Score -2036826 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2037427.375000 Penalty: 4747.950195
	Iteration 8F: 3 clusters Score -2037427 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2038009.375000 Penalty: 4747.950195
	Iteration 9Q: 3 clusters Score -2038009 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2038513.250000 Penalty: 4747.950195
	Iteration 10Q: 3 clusters Score -2038513 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2038848.250000 Penalty: 4747.950195
	Iteration 11Q: 3 clusters Score -2038848 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2039054.000000 Penalty: 4747.950195
	Iteration 12Q: 3 clusters Score -2039054 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2039175.375000 Penalty: 4747.950195
	Iteration 13Q: 3 clusters Score -2039175 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2039253.375000 Penalty: 4747.950195
	Iteration 14Q: 3 clusters Score -2039253 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2039290.875000 Penalty: 4747.950195
	Iteration 15Q: 3 clusters Score -2039291 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2039324.375000 Penalty: 4747.950195
	Iteration 16Q: 3 clusters Score -2039324 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2039345.875000 Penalty: 4747.950195
	Iteration 17Q: 3 clusters Score -2039346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2039362.750000 Penalty: 4747.950195
	Iteration 18Q: 3 clusters Score -2039363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2039376.875000 Penalty: 4747.950195
	Iteration 19Q: 3 clusters Score -2039377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2039397.625000 Penalty: 4747.950195
	Iteration 20F: 3 clusters Score -2039398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2039413.875000 Penalty: 4747.950195
	Iteration 21Q: 3 clusters Score -2039414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2039430.250000 Penalty: 4747.950195
	Iteration 22Q: 3 clusters Score -2039430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2039433.375000 Penalty: 4747.950195
	Iteration 23Q: 3 clusters Score -2039433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2039437.625000 Penalty: 4747.950195
	Iteration 24Q: 3 clusters Score -2039438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2039437.750000 Penalty: 4747.950195
	Iteration 25Q: 3 clusters Score -2039438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2039439.625000 Penalty: 4747.950195
	Iteration 26Q: 3 clusters Score -2039440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2039439.625000 Penalty: 4747.950195
	Iteration 27F: 3 clusters Score -2039440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (176213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176213 members 
Entering Unmasked Estep 
Score: -24834680.000000 Penalty: 2995.703369
	Iteration 0F: 2 clusters Score -2.483468e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88329 members 
Mstep: Class 2 contains 87884 members 
Entering Unmasked Estep 
Score: -24726276.000000 Penalty: 5991.406738
	Iteration 0F: 3 clusters Score -2.472628e+07 nChanged 84492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90685 members 
Mstep: Class 2 contains 85528 members 
Entering Unmasked Estep 
Score: -24775198.000000 Penalty: 5991.406738
	Iteration 1F: 3 clusters Score -2.47752e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92984 members 
Mstep: Class 2 contains 83229 members 
Entering Unmasked Estep 
Score: -24775842.000000 Penalty: 5991.406738
	Iteration 2Q: 3 clusters Score -2.477584e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96501 members 
Mstep: Class 2 contains 79712 members 
Entering Unmasked Estep 
Score: -24777040.000000 Penalty: 5991.406738
	Iteration 3Q: 3 clusters Score -2.477704e+07 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101841 members 
Mstep: Class 2 contains 74372 members 
Entering Unmasked Estep 
Score: -24779170.000000 Penalty: 5991.406738
	Iteration 4Q: 3 clusters Score -2.477917e+07 nChanged 8901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109850 members 
Mstep: Class 2 contains 66363 members 
Entering Unmasked Estep 
Score: -24782870.000000 Penalty: 5991.406738
	Iteration 5F: 3 clusters Score -2.478287e+07 nChanged 11449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120807 members 
Mstep: Class 2 contains 55406 members 
Entering Unmasked Estep 
Score: -24788700.000000 Penalty: 5991.406738
	Iteration 6F: 3 clusters Score -2.47887e+07 nChanged 13594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134159 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -24797424.000000 Penalty: 5991.406738
	Iteration 7F: 3 clusters Score -2.479742e+07 nChanged 13536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147543 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -24807364.000000 Penalty: 5991.406738
	Iteration 8F: 3 clusters Score -2.480736e+07 nChanged 10642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158075 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -24819204.000000 Penalty: 5991.406738
	Iteration 9F: 3 clusters Score -2.48192e+07 nChanged 7852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165901 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -24827820.000000 Penalty: 5991.406738
	Iteration 10Q: 3 clusters Score -2.482782e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171076 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -24831220.000000 Penalty: 5991.406738
	Iteration 11Q: 3 clusters Score -2.483122e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173735 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -24831880.000000 Penalty: 5991.406738
	Iteration 12Q: 3 clusters Score -2.483188e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174902 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -24832074.000000 Penalty: 5991.406738
	Iteration 13Q: 3 clusters Score -2.483207e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175397 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -24832104.000000 Penalty: 5991.406738
	Iteration 14Q: 3 clusters Score -2.48321e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175617 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -24832168.000000 Penalty: 5991.406738
	Iteration 15Q: 3 clusters Score -2.483217e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175738 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -24832176.000000 Penalty: 5991.406738
	Iteration 16Q: 3 clusters Score -2.483218e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175796 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -24832230.000000 Penalty: 5991.406738
	Iteration 17Q: 3 clusters Score -2.483223e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175832 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -24832250.000000 Penalty: 5991.406738
	Iteration 18Q: 3 clusters Score -2.483225e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175845 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -24832262.000000 Penalty: 5991.406738
	Iteration 19Q: 3 clusters Score -2.483226e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175853 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -24832254.000000 Penalty: 5991.406738
	Iteration 20F: 3 clusters Score -2.483225e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175862 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -24832262.000000 Penalty: 5991.406738
	Iteration 21Q: 3 clusters Score -2.483226e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175869 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -24832262.000000 Penalty: 5991.406738
	Iteration 22Q: 3 clusters Score -2.483226e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175874 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -24832272.000000 Penalty: 5991.406738
	Iteration 23Q: 3 clusters Score -2.483227e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175877 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -24832270.000000 Penalty: 5991.406738
	Iteration 24Q: 3 clusters Score -2.483227e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175882 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -24832294.000000 Penalty: 5991.406738
	Iteration 25Q: 3 clusters Score -2.483229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175885 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -24832300.000000 Penalty: 5991.406738
	Iteration 26Q: 3 clusters Score -2.48323e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175883 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -24832298.000000 Penalty: 5991.406738
	Iteration 27Q: 3 clusters Score -2.48323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175883 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -24832300.000000 Penalty: 5991.406738
	Iteration 28Q: 3 clusters Score -2.48323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175882 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -24832304.000000 Penalty: 5991.406738
	Iteration 29Q: 3 clusters Score -2.48323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175883 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -24832292.000000 Penalty: 5991.406738
	Iteration 30Q: 3 clusters Score -2.483229e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175883 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -24832292.000000 Penalty: 5991.406738
	Iteration 31F: 3 clusters Score -2.483229e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Entering Unmasked Estep 
Score: -1651063.375000 Penalty: 2320.544678
	Iteration 0F: 2 clusters Score -1651063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1642391.000000 Penalty: 4641.089355
	Iteration 0F: 3 clusters Score -1642391 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1645051.125000 Penalty: 4641.089355
	Iteration 1F: 3 clusters Score -1645051 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1645373.750000 Penalty: 4641.089355
	Iteration 2F: 3 clusters Score -1645374 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1645598.375000 Penalty: 4641.089355
	Iteration 3Q: 3 clusters Score -1645598 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1645781.750000 Penalty: 4641.089355
	Iteration 4Q: 3 clusters Score -1645782 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1645950.750000 Penalty: 4641.089355
	Iteration 5Q: 3 clusters Score -1645951 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1646108.375000 Penalty: 4641.089355
	Iteration 6Q: 3 clusters Score -1646108 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1646242.625000 Penalty: 4641.089355
	Iteration 7Q: 3 clusters Score -1646243 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1646384.875000 Penalty: 4641.089355
	Iteration 8Q: 3 clusters Score -1646385 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1646514.250000 Penalty: 4641.089355
	Iteration 9Q: 3 clusters Score -1646514 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1646663.750000 Penalty: 4641.089355
	Iteration 10Q: 3 clusters Score -1646664 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1646824.875000 Penalty: 4641.089355
	Iteration 11Q: 3 clusters Score -1646825 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1646986.000000 Penalty: 4641.089355
	Iteration 12Q: 3 clusters Score -1646986 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1647162.625000 Penalty: 4641.089355
	Iteration 13Q: 3 clusters Score -1647163 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1647324.875000 Penalty: 4641.089355
	Iteration 14Q: 3 clusters Score -1647325 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1647491.625000 Penalty: 4641.089355
	Iteration 15Q: 3 clusters Score -1647492 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1647631.875000 Penalty: 4641.089355
	Iteration 16Q: 3 clusters Score -1647632 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1647732.125000 Penalty: 4641.089355
	Iteration 17Q: 3 clusters Score -1647732 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1647798.500000 Penalty: 4641.089355
	Iteration 18Q: 3 clusters Score -1647798 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1647843.875000 Penalty: 4641.089355
	Iteration 19Q: 3 clusters Score -1647844 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1647877.125000 Penalty: 4641.089355
	Iteration 20F: 3 clusters Score -1647877 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1647900.250000 Penalty: 4641.089355
	Iteration 21Q: 3 clusters Score -1647900 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1647923.875000 Penalty: 4641.089355
	Iteration 22Q: 3 clusters Score -1647924 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1647949.000000 Penalty: 4641.089355
	Iteration 23Q: 3 clusters Score -1647949 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1647971.500000 Penalty: 4641.089355
	Iteration 24Q: 3 clusters Score -1647972 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1647996.125000 Penalty: 4641.089355
	Iteration 25Q: 3 clusters Score -1647996 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1648014.375000 Penalty: 4641.089355
	Iteration 26Q: 3 clusters Score -1648014 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1648029.375000 Penalty: 4641.089355
	Iteration 27Q: 3 clusters Score -1648029 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1648049.750000 Penalty: 4641.089355
	Iteration 28Q: 3 clusters Score -1648050 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1648067.500000 Penalty: 4641.089355
	Iteration 29Q: 3 clusters Score -1648068 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1648082.875000 Penalty: 4641.089355
	Iteration 30Q: 3 clusters Score -1648083 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1648100.875000 Penalty: 4641.089355
	Iteration 31Q: 3 clusters Score -1648101 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1648112.625000 Penalty: 4641.089355
	Iteration 32Q: 3 clusters Score -1648113 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1648126.250000 Penalty: 4641.089355
	Iteration 33Q: 3 clusters Score -1648126 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1648139.875000 Penalty: 4641.089355
	Iteration 34Q: 3 clusters Score -1648140 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1648145.375000 Penalty: 4641.089355
	Iteration 35Q: 3 clusters Score -1648145 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1648157.000000 Penalty: 4641.089355
	Iteration 36Q: 3 clusters Score -1648157 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1648168.875000 Penalty: 4641.089355
	Iteration 37Q: 3 clusters Score -1648169 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1648178.500000 Penalty: 4641.089355
	Iteration 38Q: 3 clusters Score -1648178 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1648182.875000 Penalty: 4641.089355
	Iteration 39Q: 3 clusters Score -1648183 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1648199.625000 Penalty: 4641.089355
	Iteration 40F: 3 clusters Score -1648200 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1648202.250000 Penalty: 4641.089355
	Iteration 41Q: 3 clusters Score -1648202 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1648215.500000 Penalty: 4641.089355
	Iteration 42Q: 3 clusters Score -1648216 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1648227.875000 Penalty: 4641.089355
	Iteration 43Q: 3 clusters Score -1648228 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1648240.375000 Penalty: 4641.089355
	Iteration 44Q: 3 clusters Score -1648240 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1648256.500000 Penalty: 4641.089355
	Iteration 45Q: 3 clusters Score -1648256 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1648266.125000 Penalty: 4641.089355
	Iteration 46Q: 3 clusters Score -1648266 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1648269.375000 Penalty: 4641.089355
	Iteration 47Q: 3 clusters Score -1648269 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1648274.875000 Penalty: 4641.089355
	Iteration 48Q: 3 clusters Score -1648275 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1648282.500000 Penalty: 4641.089355
	Iteration 49Q: 3 clusters Score -1648282 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1648287.625000 Penalty: 4641.089355
	Iteration 50Q: 3 clusters Score -1648288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1648293.875000 Penalty: 4641.089355
	Iteration 51Q: 3 clusters Score -1648294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1648296.125000 Penalty: 4641.089355
	Iteration 52Q: 3 clusters Score -1648296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1648299.000000 Penalty: 4641.089355
	Iteration 53Q: 3 clusters Score -1648299 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1648304.500000 Penalty: 4641.089355
	Iteration 54Q: 3 clusters Score -1648304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1648306.875000 Penalty: 4641.089355
	Iteration 55Q: 3 clusters Score -1648307 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1648311.500000 Penalty: 4641.089355
	Iteration 56Q: 3 clusters Score -1648312 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1648320.375000 Penalty: 4641.089355
	Iteration 57Q: 3 clusters Score -1648320 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1648324.500000 Penalty: 4641.089355
	Iteration 58Q: 3 clusters Score -1648324 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1648335.625000 Penalty: 4641.089355
	Iteration 59Q: 3 clusters Score -1648336 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1648343.000000 Penalty: 4641.089355
	Iteration 60F: 3 clusters Score -1648343 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1648356.000000 Penalty: 4641.089355
	Iteration 61Q: 3 clusters Score -1648356 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1648370.500000 Penalty: 4641.089355
	Iteration 62Q: 3 clusters Score -1648370 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1648381.250000 Penalty: 4641.089355
	Iteration 63Q: 3 clusters Score -1648381 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1648389.000000 Penalty: 4641.089355
	Iteration 64Q: 3 clusters Score -1648389 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1648400.125000 Penalty: 4641.089355
	Iteration 65Q: 3 clusters Score -1648400 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1648416.125000 Penalty: 4641.089355
	Iteration 66Q: 3 clusters Score -1648416 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1648427.375000 Penalty: 4641.089355
	Iteration 67Q: 3 clusters Score -1648427 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1648433.875000 Penalty: 4641.089355
	Iteration 68Q: 3 clusters Score -1648434 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1648441.000000 Penalty: 4641.089355
	Iteration 69Q: 3 clusters Score -1648441 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1648450.375000 Penalty: 4641.089355
	Iteration 70Q: 3 clusters Score -1648450 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1648457.250000 Penalty: 4641.089355
	Iteration 71Q: 3 clusters Score -1648457 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1648458.625000 Penalty: 4641.089355
	Iteration 72Q: 3 clusters Score -1648459 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1648463.625000 Penalty: 4641.089355
	Iteration 73Q: 3 clusters Score -1648464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1648471.625000 Penalty: 4641.089355
	Iteration 74Q: 3 clusters Score -1648472 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1648474.625000 Penalty: 4641.089355
	Iteration 75Q: 3 clusters Score -1648475 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1648478.125000 Penalty: 4641.089355
	Iteration 76Q: 3 clusters Score -1648478 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1648488.500000 Penalty: 4641.089355
	Iteration 77Q: 3 clusters Score -1648488 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1648493.750000 Penalty: 4641.089355
	Iteration 78Q: 3 clusters Score -1648494 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1648500.875000 Penalty: 4641.089355
	Iteration 79Q: 3 clusters Score -1648501 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1648506.500000 Penalty: 4641.089355
	Iteration 80F: 3 clusters Score -1648506 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1648517.000000 Penalty: 4641.089355
	Iteration 81Q: 3 clusters Score -1648517 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1648523.750000 Penalty: 4641.089355
	Iteration 82Q: 3 clusters Score -1648524 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1648535.000000 Penalty: 4641.089355
	Iteration 83Q: 3 clusters Score -1648535 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1648539.375000 Penalty: 4641.089355
	Iteration 84Q: 3 clusters Score -1648539 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1648548.125000 Penalty: 4641.089355
	Iteration 85Q: 3 clusters Score -1648548 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1648553.125000 Penalty: 4641.089355
	Iteration 86Q: 3 clusters Score -1648553 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1648553.375000 Penalty: 4641.089355
	Iteration 87Q: 3 clusters Score -1648553 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1648561.875000 Penalty: 4641.089355
	Iteration 88Q: 3 clusters Score -1648562 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1648570.250000 Penalty: 4641.089355
	Iteration 89Q: 3 clusters Score -1648570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1648575.625000 Penalty: 4641.089355
	Iteration 90Q: 3 clusters Score -1648576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1648585.250000 Penalty: 4641.089355
	Iteration 91Q: 3 clusters Score -1648585 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1648587.000000 Penalty: 4641.089355
	Iteration 92Q: 3 clusters Score -1648587 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1648595.625000 Penalty: 4641.089355
	Iteration 93Q: 3 clusters Score -1648596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1648596.250000 Penalty: 4641.089355
	Iteration 94Q: 3 clusters Score -1648596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1648602.875000 Penalty: 4641.089355
	Iteration 95Q: 3 clusters Score -1648603 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1648607.750000 Penalty: 4641.089355
	Iteration 96Q: 3 clusters Score -1648608 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1648616.125000 Penalty: 4641.089355
	Iteration 97Q: 3 clusters Score -1648616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1648616.625000 Penalty: 4641.089355
	Iteration 98Q: 3 clusters Score -1648617 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1648618.000000 Penalty: 4641.089355
	Iteration 99Q: 3 clusters Score -1648618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1648622.875000 Penalty: 4641.089355
	Iteration 100F: 3 clusters Score -1648623 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1648624.625000 Penalty: 4641.089355
	Iteration 101Q: 3 clusters Score -1648625 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1648629.875000 Penalty: 4641.089355
	Iteration 102Q: 3 clusters Score -1648630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1648634.750000 Penalty: 4641.089355
	Iteration 103Q: 3 clusters Score -1648635 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1648645.250000 Penalty: 4641.089355
	Iteration 104Q: 3 clusters Score -1648645 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1648654.500000 Penalty: 4641.089355
	Iteration 105Q: 3 clusters Score -1648654 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1648661.875000 Penalty: 4641.089355
	Iteration 106Q: 3 clusters Score -1648662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1648671.250000 Penalty: 4641.089355
	Iteration 107Q: 3 clusters Score -1648671 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1648683.250000 Penalty: 4641.089355
	Iteration 108Q: 3 clusters Score -1648683 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1648690.000000 Penalty: 4641.089355
	Iteration 109Q: 3 clusters Score -1648690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1648687.625000 Penalty: 4641.089355
	Iteration 110Q: 3 clusters Score -1648688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1648692.875000 Penalty: 4641.089355
	Iteration 111Q: 3 clusters Score -1648693 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1648700.875000 Penalty: 4641.089355
	Iteration 112Q: 3 clusters Score -1648701 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1648700.000000 Penalty: 4641.089355
	Iteration 113Q: 3 clusters Score -1648700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1648700.125000 Penalty: 4641.089355
	Iteration 114Q: 3 clusters Score -1648700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1648707.000000 Penalty: 4641.089355
	Iteration 115Q: 3 clusters Score -1648707 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1648714.500000 Penalty: 4641.089355
	Iteration 116Q: 3 clusters Score -1648714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1648722.625000 Penalty: 4641.089355
	Iteration 117Q: 3 clusters Score -1648723 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1648726.500000 Penalty: 4641.089355
	Iteration 118Q: 3 clusters Score -1648726 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1648733.125000 Penalty: 4641.089355
	Iteration 119Q: 3 clusters Score -1648733 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1648740.000000 Penalty: 4641.089355
	Iteration 120F: 3 clusters Score -1648740 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1648752.875000 Penalty: 4641.089355
	Iteration 121Q: 3 clusters Score -1648753 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1648752.625000 Penalty: 4641.089355
	Iteration 122Q: 3 clusters Score -1648753 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1648763.250000 Penalty: 4641.089355
	Iteration 123Q: 3 clusters Score -1648763 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1648772.000000 Penalty: 4641.089355
	Iteration 124Q: 3 clusters Score -1648772 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1648783.875000 Penalty: 4641.089355
	Iteration 125Q: 3 clusters Score -1648784 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1648795.000000 Penalty: 4641.089355
	Iteration 126Q: 3 clusters Score -1648795 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1648799.625000 Penalty: 4641.089355
	Iteration 127Q: 3 clusters Score -1648800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1648804.375000 Penalty: 4641.089355
	Iteration 128Q: 3 clusters Score -1648804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1648807.625000 Penalty: 4641.089355
	Iteration 129Q: 3 clusters Score -1648808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1648814.375000 Penalty: 4641.089355
	Iteration 130Q: 3 clusters Score -1648814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1648820.250000 Penalty: 4641.089355
	Iteration 131Q: 3 clusters Score -1648820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1648826.875000 Penalty: 4641.089355
	Iteration 132Q: 3 clusters Score -1648827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1648830.750000 Penalty: 4641.089355
	Iteration 133Q: 3 clusters Score -1648831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1648832.250000 Penalty: 4641.089355
	Iteration 134Q: 3 clusters Score -1648832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1648836.750000 Penalty: 4641.089355
	Iteration 135Q: 3 clusters Score -1648837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1648836.750000 Penalty: 4641.089355
	Iteration 136Q: 3 clusters Score -1648837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1648839.250000 Penalty: 4641.089355
	Iteration 137Q: 3 clusters Score -1648839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1648840.125000 Penalty: 4641.089355
	Iteration 138Q: 3 clusters Score -1648840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1648840.250000 Penalty: 4641.089355
	Iteration 139Q: 3 clusters Score -1648840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1648845.375000 Penalty: 4641.089355
	Iteration 140F: 3 clusters Score -1648845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1648847.250000 Penalty: 4641.089355
	Iteration 141Q: 3 clusters Score -1648847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1648849.625000 Penalty: 4641.089355
	Iteration 142Q: 3 clusters Score -1648850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1648849.500000 Penalty: 4641.089355
	Iteration 143Q: 3 clusters Score -1648850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1648848.750000 Penalty: 4641.089355
	Iteration 144Q: 3 clusters Score -1648849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1648850.000000 Penalty: 4641.089355
	Iteration 145Q: 3 clusters Score -1648850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1648852.250000 Penalty: 4641.089355
	Iteration 146Q: 3 clusters Score -1648852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1648857.500000 Penalty: 4641.089355
	Iteration 147Q: 3 clusters Score -1648858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1648857.500000 Penalty: 4641.089355
	Iteration 148Q: 3 clusters Score -1648858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1648860.750000 Penalty: 4641.089355
	Iteration 149Q: 3 clusters Score -1648861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1648862.125000 Penalty: 4641.089355
	Iteration 150Q: 3 clusters Score -1648862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1648866.375000 Penalty: 4641.089355
	Iteration 151Q: 3 clusters Score -1648866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1648865.250000 Penalty: 4641.089355
	Iteration 152Q: 3 clusters Score -1648865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1648866.375000 Penalty: 4641.089355
	Iteration 153Q: 3 clusters Score -1648866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1648865.500000 Penalty: 4641.089355
	Iteration 154Q: 3 clusters Score -1648866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1648868.500000 Penalty: 4641.089355
	Iteration 155Q: 3 clusters Score -1648868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1648876.875000 Penalty: 4641.089355
	Iteration 156Q: 3 clusters Score -1648877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1648883.125000 Penalty: 4641.089355
	Iteration 157Q: 3 clusters Score -1648883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1648887.125000 Penalty: 4641.089355
	Iteration 158Q: 3 clusters Score -1648887 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1648896.500000 Penalty: 4641.089355
	Iteration 159Q: 3 clusters Score -1648896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1648897.875000 Penalty: 4641.089355
	Iteration 160F: 3 clusters Score -1648898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1648903.750000 Penalty: 4641.089355
	Iteration 161Q: 3 clusters Score -1648904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1648905.375000 Penalty: 4641.089355
	Iteration 162Q: 3 clusters Score -1648905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1648909.625000 Penalty: 4641.089355
	Iteration 163Q: 3 clusters Score -1648910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1648913.000000 Penalty: 4641.089355
	Iteration 164Q: 3 clusters Score -1648913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1648913.375000 Penalty: 4641.089355
	Iteration 165Q: 3 clusters Score -1648913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1648915.000000 Penalty: 4641.089355
	Iteration 166Q: 3 clusters Score -1648915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1648919.375000 Penalty: 4641.089355
	Iteration 167Q: 3 clusters Score -1648919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1648920.000000 Penalty: 4641.089355
	Iteration 168Q: 3 clusters Score -1648920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1648926.000000 Penalty: 4641.089355
	Iteration 169Q: 3 clusters Score -1648926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1648927.000000 Penalty: 4641.089355
	Iteration 170Q: 3 clusters Score -1648927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1648930.375000 Penalty: 4641.089355
	Iteration 171Q: 3 clusters Score -1648930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1648933.125000 Penalty: 4641.089355
	Iteration 172Q: 3 clusters Score -1648933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1648935.000000 Penalty: 4641.089355
	Iteration 173Q: 3 clusters Score -1648935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1648935.625000 Penalty: 4641.089355
	Iteration 174Q: 3 clusters Score -1648936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1648939.250000 Penalty: 4641.089355
	Iteration 175Q: 3 clusters Score -1648939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1648941.375000 Penalty: 4641.089355
	Iteration 176Q: 3 clusters Score -1648941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1648941.000000 Penalty: 4641.089355
	Iteration 177Q: 3 clusters Score -1648941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1648947.375000 Penalty: 4641.089355
	Iteration 178Q: 3 clusters Score -1648947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1648947.500000 Penalty: 4641.089355
	Iteration 179Q: 3 clusters Score -1648948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1648951.625000 Penalty: 4641.089355
	Iteration 180F: 3 clusters Score -1648952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1648955.125000 Penalty: 4641.089355
	Iteration 181Q: 3 clusters Score -1648955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1648956.000000 Penalty: 4641.089355
	Iteration 182Q: 3 clusters Score -1648956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1648955.000000 Penalty: 4641.089355
	Iteration 183Q: 3 clusters Score -1648955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1648955.500000 Penalty: 4641.089355
	Iteration 184Q: 3 clusters Score -1648956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1648955.250000 Penalty: 4641.089355
	Iteration 185Q: 3 clusters Score -1648955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1648955.250000 Penalty: 4641.089355
	Iteration 186F: 3 clusters Score -1648955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Entering Unmasked Estep 
Score: -2499615.250000 Penalty: 2425.739258
	Iteration 0F: 2 clusters Score -2499615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -2487026.500000 Penalty: 4851.478516
	Iteration 0F: 3 clusters Score -2487026 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2491200.500000 Penalty: 4851.478516
	Iteration 1F: 3 clusters Score -2491200 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -2491509.500000 Penalty: 4851.478516
	Iteration 2F: 3 clusters Score -2491510 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2491751.500000 Penalty: 4851.478516
	Iteration 3Q: 3 clusters Score -2491752 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2491956.750000 Penalty: 4851.478516
	Iteration 4Q: 3 clusters Score -2491957 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2492102.750000 Penalty: 4851.478516
	Iteration 5Q: 3 clusters Score -2492103 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -2492242.000000 Penalty: 4851.478516
	Iteration 6Q: 3 clusters Score -2492242 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -2492368.000000 Penalty: 4851.478516
	Iteration 7Q: 3 clusters Score -2492368 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -2492497.000000 Penalty: 4851.478516
	Iteration 8Q: 3 clusters Score -2492497 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2492670.750000 Penalty: 4851.478516
	Iteration 9Q: 3 clusters Score -2492671 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2492874.000000 Penalty: 4851.478516
	Iteration 10Q: 3 clusters Score -2492874 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2493102.000000 Penalty: 4851.478516
	Iteration 11Q: 3 clusters Score -2493102 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -2493353.250000 Penalty: 4851.478516
	Iteration 12Q: 3 clusters Score -2493353 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2493640.000000 Penalty: 4851.478516
	Iteration 13Q: 3 clusters Score -2493640 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -2493991.250000 Penalty: 4851.478516
	Iteration 14Q: 3 clusters Score -2493991 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -2494381.500000 Penalty: 4851.478516
	Iteration 15Q: 3 clusters Score -2494382 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -2494783.500000 Penalty: 4851.478516
	Iteration 16Q: 3 clusters Score -2494784 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -2495193.750000 Penalty: 4851.478516
	Iteration 17Q: 3 clusters Score -2495194 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -2495577.250000 Penalty: 4851.478516
	Iteration 18Q: 3 clusters Score -2495577 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -2495928.500000 Penalty: 4851.478516
	Iteration 19Q: 3 clusters Score -2495928 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -2496197.000000 Penalty: 4851.478516
	Iteration 20F: 3 clusters Score -2496197 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -2496441.750000 Penalty: 4851.478516
	Iteration 21Q: 3 clusters Score -2496442 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -2496641.250000 Penalty: 4851.478516
	Iteration 22Q: 3 clusters Score -2496641 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -2496811.250000 Penalty: 4851.478516
	Iteration 23Q: 3 clusters Score -2496811 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -2496947.250000 Penalty: 4851.478516
	Iteration 24Q: 3 clusters Score -2496947 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -2497042.750000 Penalty: 4851.478516
	Iteration 25Q: 3 clusters Score -2497043 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2497127.500000 Penalty: 4851.478516
	Iteration 26Q: 3 clusters Score -2497128 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -2497200.250000 Penalty: 4851.478516
	Iteration 27Q: 3 clusters Score -2497200 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -2497270.500000 Penalty: 4851.478516
	Iteration 28Q: 3 clusters Score -2497270 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -2497309.000000 Penalty: 4851.478516
	Iteration 29Q: 3 clusters Score -2497309 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -2497338.500000 Penalty: 4851.478516
	Iteration 30Q: 3 clusters Score -2497338 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -2497367.750000 Penalty: 4851.478516
	Iteration 31Q: 3 clusters Score -2497368 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2497387.500000 Penalty: 4851.478516
	Iteration 32Q: 3 clusters Score -2497388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -2497408.000000 Penalty: 4851.478516
	Iteration 33Q: 3 clusters Score -2497408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -2497411.000000 Penalty: 4851.478516
	Iteration 34Q: 3 clusters Score -2497411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -2497419.250000 Penalty: 4851.478516
	Iteration 35Q: 3 clusters Score -2497419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -2497422.000000 Penalty: 4851.478516
	Iteration 36Q: 3 clusters Score -2497422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -2497429.250000 Penalty: 4851.478516
	Iteration 37Q: 3 clusters Score -2497429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2497431.250000 Penalty: 4851.478516
	Iteration 38Q: 3 clusters Score -2497431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2497432.250000 Penalty: 4851.478516
	Iteration 39Q: 3 clusters Score -2497432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -2497433.500000 Penalty: 4851.478516
	Iteration 40F: 3 clusters Score -2497434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -2497437.250000 Penalty: 4851.478516
	Iteration 41Q: 3 clusters Score -2497437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -2497439.500000 Penalty: 4851.478516
	Iteration 42Q: 3 clusters Score -2497440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -2497444.250000 Penalty: 4851.478516
	Iteration 43Q: 3 clusters Score -2497444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2497447.750000 Penalty: 4851.478516
	Iteration 44Q: 3 clusters Score -2497448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -2497443.500000 Penalty: 4851.478516
	Iteration 45Q: 3 clusters Score -2497444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -2497447.000000 Penalty: 4851.478516
	Iteration 46Q: 3 clusters Score -2497447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -2497448.250000 Penalty: 4851.478516
	Iteration 47Q: 3 clusters Score -2497448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -2497453.250000 Penalty: 4851.478516
	Iteration 48Q: 3 clusters Score -2497453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -2497455.250000 Penalty: 4851.478516
	Iteration 49Q: 3 clusters Score -2497455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -2497459.500000 Penalty: 4851.478516
	Iteration 50Q: 3 clusters Score -2497460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -2497457.750000 Penalty: 4851.478516
	Iteration 51Q: 3 clusters Score -2497458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -2497459.500000 Penalty: 4851.478516
	Iteration 52Q: 3 clusters Score -2497460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -2497465.000000 Penalty: 4851.478516
	Iteration 53Q: 3 clusters Score -2497465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2497466.750000 Penalty: 4851.478516
	Iteration 54Q: 3 clusters Score -2497467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -2497467.500000 Penalty: 4851.478516
	Iteration 55Q: 3 clusters Score -2497468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -2497469.000000 Penalty: 4851.478516
	Iteration 56Q: 3 clusters Score -2497469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -2497469.000000 Penalty: 4851.478516
	Iteration 57F: 3 clusters Score -2497469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (32745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Entering Unmasked Estep 
Score: -4649533.000000 Penalty: 2578.333252
	Iteration 0F: 2 clusters Score -4649533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -4627262.500000 Penalty: 5156.666504
	Iteration 0F: 3 clusters Score -4627262 nChanged 14741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -4635286.000000 Penalty: 5156.666504
	Iteration 1F: 3 clusters Score -4635286 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -4635718.000000 Penalty: 5156.666504
	Iteration 2Q: 3 clusters Score -4635718 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -4636075.500000 Penalty: 5156.666504
	Iteration 3Q: 3 clusters Score -4636076 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -4636405.000000 Penalty: 5156.666504
	Iteration 4Q: 3 clusters Score -4636405 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -4636704.000000 Penalty: 5156.666504
	Iteration 5Q: 3 clusters Score -4636704 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -4637024.500000 Penalty: 5156.666504
	Iteration 6Q: 3 clusters Score -4637024 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -4637353.000000 Penalty: 5156.666504
	Iteration 7Q: 3 clusters Score -4637353 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -4637764.000000 Penalty: 5156.666504
	Iteration 8Q: 3 clusters Score -4637764 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -4638261.500000 Penalty: 5156.666504
	Iteration 9Q: 3 clusters Score -4638262 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -4638923.500000 Penalty: 5156.666504
	Iteration 10Q: 3 clusters Score -4638924 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -4639799.000000 Penalty: 5156.666504
	Iteration 11Q: 3 clusters Score -4639799 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -4640816.500000 Penalty: 5156.666504
	Iteration 12Q: 3 clusters Score -4640816 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -4641957.500000 Penalty: 5156.666504
	Iteration 13Q: 3 clusters Score -4641958 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -4642893.000000 Penalty: 5156.666504
	Iteration 14Q: 3 clusters Score -4642893 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -4643518.000000 Penalty: 5156.666504
	Iteration 15Q: 3 clusters Score -4643518 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -4643852.500000 Penalty: 5156.666504
	Iteration 16Q: 3 clusters Score -4643852 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -4644081.000000 Penalty: 5156.666504
	Iteration 17Q: 3 clusters Score -4644081 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -4644262.500000 Penalty: 5156.666504
	Iteration 18Q: 3 clusters Score -4644262 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -4644432.000000 Penalty: 5156.666504
	Iteration 19Q: 3 clusters Score -4644432 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -4644578.000000 Penalty: 5156.666504
	Iteration 20F: 3 clusters Score -4644578 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -4644739.500000 Penalty: 5156.666504
	Iteration 21Q: 3 clusters Score -4644740 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -4644867.000000 Penalty: 5156.666504
	Iteration 22Q: 3 clusters Score -4644867 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -4645012.000000 Penalty: 5156.666504
	Iteration 23Q: 3 clusters Score -4645012 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -4645147.000000 Penalty: 5156.666504
	Iteration 24Q: 3 clusters Score -4645147 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -4645291.500000 Penalty: 5156.666504
	Iteration 25Q: 3 clusters Score -4645292 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -4645401.000000 Penalty: 5156.666504
	Iteration 26Q: 3 clusters Score -4645401 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -4645539.000000 Penalty: 5156.666504
	Iteration 27Q: 3 clusters Score -4645539 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -4645654.500000 Penalty: 5156.666504
	Iteration 28Q: 3 clusters Score -4645654 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -4645782.500000 Penalty: 5156.666504
	Iteration 29Q: 3 clusters Score -4645782 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -4645883.500000 Penalty: 5156.666504
	Iteration 30Q: 3 clusters Score -4645884 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -4645984.500000 Penalty: 5156.666504
	Iteration 31Q: 3 clusters Score -4645984 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -4646067.000000 Penalty: 5156.666504
	Iteration 32Q: 3 clusters Score -4646067 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -4646143.000000 Penalty: 5156.666504
	Iteration 33Q: 3 clusters Score -4646143 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -4646232.000000 Penalty: 5156.666504
	Iteration 34Q: 3 clusters Score -4646232 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -4646313.000000 Penalty: 5156.666504
	Iteration 35Q: 3 clusters Score -4646313 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 29919 members 
Entering Unmasked Estep 
Score: -4646394.500000 Penalty: 5156.666504
	Iteration 36Q: 3 clusters Score -4646394 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -4646463.500000 Penalty: 5156.666504
	Iteration 37Q: 3 clusters Score -4646464 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -4646543.000000 Penalty: 5156.666504
	Iteration 38Q: 3 clusters Score -4646543 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -4646605.500000 Penalty: 5156.666504
	Iteration 39Q: 3 clusters Score -4646606 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 30626 members 
Entering Unmasked Estep 
Score: -4646650.000000 Penalty: 5156.666504
	Iteration 40F: 3 clusters Score -4646650 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -4646708.500000 Penalty: 5156.666504
	Iteration 41Q: 3 clusters Score -4646708 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 30877 members 
Entering Unmasked Estep 
Score: -4646768.500000 Penalty: 5156.666504
	Iteration 42Q: 3 clusters Score -4646768 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -4646801.500000 Penalty: 5156.666504
	Iteration 43Q: 3 clusters Score -4646802 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 31108 members 
Entering Unmasked Estep 
Score: -4646857.500000 Penalty: 5156.666504
	Iteration 44Q: 3 clusters Score -4646858 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -4646908.500000 Penalty: 5156.666504
	Iteration 45Q: 3 clusters Score -4646908 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -4646946.000000 Penalty: 5156.666504
	Iteration 46Q: 3 clusters Score -4646946 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -4646984.000000 Penalty: 5156.666504
	Iteration 47Q: 3 clusters Score -4646984 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -4647007.000000 Penalty: 5156.666504
	Iteration 48Q: 3 clusters Score -4647007 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -4647032.000000 Penalty: 5156.666504
	Iteration 49Q: 3 clusters Score -4647032 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -4647048.500000 Penalty: 5156.666504
	Iteration 50Q: 3 clusters Score -4647048 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -4647060.500000 Penalty: 5156.666504
	Iteration 51Q: 3 clusters Score -4647060 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -4647076.000000 Penalty: 5156.666504
	Iteration 52Q: 3 clusters Score -4647076 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 31697 members 
Entering Unmasked Estep 
Score: -4647101.500000 Penalty: 5156.666504
	Iteration 53Q: 3 clusters Score -4647102 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -4647123.000000 Penalty: 5156.666504
	Iteration 54Q: 3 clusters Score -4647123 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -4647139.000000 Penalty: 5156.666504
	Iteration 55Q: 3 clusters Score -4647139 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -4647155.500000 Penalty: 5156.666504
	Iteration 56Q: 3 clusters Score -4647156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -4647164.500000 Penalty: 5156.666504
	Iteration 57Q: 3 clusters Score -4647164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -4647175.000000 Penalty: 5156.666504
	Iteration 58Q: 3 clusters Score -4647175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -4647190.500000 Penalty: 5156.666504
	Iteration 59Q: 3 clusters Score -4647190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -4647187.500000 Penalty: 5156.666504
	Iteration 60F: 3 clusters Score -4647188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -4647197.000000 Penalty: 5156.666504
	Iteration 61Q: 3 clusters Score -4647197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -4647200.000000 Penalty: 5156.666504
	Iteration 62Q: 3 clusters Score -4647200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 31867 members 
Entering Unmasked Estep 
Score: -4647196.000000 Penalty: 5156.666504
	Iteration 63Q: 3 clusters Score -4647196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -4647204.000000 Penalty: 5156.666504
	Iteration 64Q: 3 clusters Score -4647204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -4647199.500000 Penalty: 5156.666504
	Iteration 65Q: 3 clusters Score -4647200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -4647203.000000 Penalty: 5156.666504
	Iteration 66Q: 3 clusters Score -4647203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -4647204.500000 Penalty: 5156.666504
	Iteration 67Q: 3 clusters Score -4647204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -4647208.000000 Penalty: 5156.666504
	Iteration 68Q: 3 clusters Score -4647208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -4647203.500000 Penalty: 5156.666504
	Iteration 69Q: 3 clusters Score -4647204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -4647203.500000 Penalty: 5156.666504
	Iteration 70F: 3 clusters Score -4647204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Entering Unmasked Estep 
Score: -541687.937500 Penalty: 2052.419678
	Iteration 0F: 2 clusters Score -541687.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -537790.875000 Penalty: 4104.839355
	Iteration 0F: 3 clusters Score -537790.9 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -538560.500000 Penalty: 4104.839355
	Iteration 1F: 3 clusters Score -538560.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -538814.062500 Penalty: 4104.839355
	Iteration 2F: 3 clusters Score -538814.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -538985.875000 Penalty: 4104.839355
	Iteration 3F: 3 clusters Score -538985.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -539108.312500 Penalty: 4104.839355
	Iteration 4Q: 3 clusters Score -539108.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -539182.625000 Penalty: 4104.839355
	Iteration 5Q: 3 clusters Score -539182.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -539237.062500 Penalty: 4104.839355
	Iteration 6Q: 3 clusters Score -539237.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -539276.562500 Penalty: 4104.839355
	Iteration 7Q: 3 clusters Score -539276.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -539318.625000 Penalty: 4104.839355
	Iteration 8Q: 3 clusters Score -539318.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -539348.000000 Penalty: 4104.839355
	Iteration 9Q: 3 clusters Score -539348 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -539368.687500 Penalty: 4104.839355
	Iteration 10Q: 3 clusters Score -539368.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -539387.750000 Penalty: 4104.839355
	Iteration 11Q: 3 clusters Score -539387.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -539399.062500 Penalty: 4104.839355
	Iteration 12Q: 3 clusters Score -539399.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -539404.000000 Penalty: 4104.839355
	Iteration 13Q: 3 clusters Score -539404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -539409.562500 Penalty: 4104.839355
	Iteration 14Q: 3 clusters Score -539409.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -539412.437500 Penalty: 4104.839355
	Iteration 15Q: 3 clusters Score -539412.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -539415.812500 Penalty: 4104.839355
	Iteration 16Q: 3 clusters Score -539415.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -539420.750000 Penalty: 4104.839355
	Iteration 17Q: 3 clusters Score -539420.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -539425.187500 Penalty: 4104.839355
	Iteration 18Q: 3 clusters Score -539425.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -539430.000000 Penalty: 4104.839355
	Iteration 19Q: 3 clusters Score -539430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -539435.312500 Penalty: 4104.839355
	Iteration 20F: 3 clusters Score -539435.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -539439.687500 Penalty: 4104.839355
	Iteration 21Q: 3 clusters Score -539439.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -539444.875000 Penalty: 4104.839355
	Iteration 22Q: 3 clusters Score -539444.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -539454.687500 Penalty: 4104.839355
	Iteration 23Q: 3 clusters Score -539454.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -539466.500000 Penalty: 4104.839355
	Iteration 24Q: 3 clusters Score -539466.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -539480.312500 Penalty: 4104.839355
	Iteration 25Q: 3 clusters Score -539480.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -539489.812500 Penalty: 4104.839355
	Iteration 26Q: 3 clusters Score -539489.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -539493.937500 Penalty: 4104.839355
	Iteration 27Q: 3 clusters Score -539493.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -539497.875000 Penalty: 4104.839355
	Iteration 28Q: 3 clusters Score -539497.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -539501.187500 Penalty: 4104.839355
	Iteration 29Q: 3 clusters Score -539501.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -539504.812500 Penalty: 4104.839355
	Iteration 30Q: 3 clusters Score -539504.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -539509.125000 Penalty: 4104.839355
	Iteration 31Q: 3 clusters Score -539509.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -539517.062500 Penalty: 4104.839355
	Iteration 32Q: 3 clusters Score -539517.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -539525.750000 Penalty: 4104.839355
	Iteration 33Q: 3 clusters Score -539525.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -539534.187500 Penalty: 4104.839355
	Iteration 34Q: 3 clusters Score -539534.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -539544.500000 Penalty: 4104.839355
	Iteration 35Q: 3 clusters Score -539544.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -539558.312500 Penalty: 4104.839355
	Iteration 36Q: 3 clusters Score -539558.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -539571.437500 Penalty: 4104.839355
	Iteration 37Q: 3 clusters Score -539571.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -539585.062500 Penalty: 4104.839355
	Iteration 38Q: 3 clusters Score -539585.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -539596.562500 Penalty: 4104.839355
	Iteration 39Q: 3 clusters Score -539596.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -539610.625000 Penalty: 4104.839355
	Iteration 40F: 3 clusters Score -539610.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -539625.437500 Penalty: 4104.839355
	Iteration 41Q: 3 clusters Score -539625.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -539636.312500 Penalty: 4104.839355
	Iteration 42Q: 3 clusters Score -539636.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -539652.187500 Penalty: 4104.839355
	Iteration 43Q: 3 clusters Score -539652.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -539673.875000 Penalty: 4104.839355
	Iteration 44Q: 3 clusters Score -539673.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -539695.312500 Penalty: 4104.839355
	Iteration 45Q: 3 clusters Score -539695.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -539719.750000 Penalty: 4104.839355
	Iteration 46Q: 3 clusters Score -539719.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -539756.937500 Penalty: 4104.839355
	Iteration 47Q: 3 clusters Score -539756.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -539809.875000 Penalty: 4104.839355
	Iteration 48Q: 3 clusters Score -539809.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -539874.250000 Penalty: 4104.839355
	Iteration 49Q: 3 clusters Score -539874.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -539943.375000 Penalty: 4104.839355
	Iteration 50Q: 3 clusters Score -539943.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -540034.937500 Penalty: 4104.839355
	Iteration 51Q: 3 clusters Score -540034.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -540167.000000 Penalty: 4104.839355
	Iteration 52Q: 3 clusters Score -540167 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -540319.500000 Penalty: 4104.839355
	Iteration 53Q: 3 clusters Score -540319.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -540451.000000 Penalty: 4104.839355
	Iteration 54Q: 3 clusters Score -540451 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -540575.812500 Penalty: 4104.839355
	Iteration 55Q: 3 clusters Score -540575.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -540682.062500 Penalty: 4104.839355
	Iteration 56Q: 3 clusters Score -540682.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -540809.937500 Penalty: 4104.839355
	Iteration 57Q: 3 clusters Score -540809.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -540911.125000 Penalty: 4104.839355
	Iteration 58Q: 3 clusters Score -540911.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -540972.937500 Penalty: 4104.839355
	Iteration 59Q: 3 clusters Score -540972.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -541001.250000 Penalty: 4104.839355
	Iteration 60F: 3 clusters Score -541001.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -541016.750000 Penalty: 4104.839355
	Iteration 61Q: 3 clusters Score -541016.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -541025.062500 Penalty: 4104.839355
	Iteration 62Q: 3 clusters Score -541025.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -541029.875000 Penalty: 4104.839355
	Iteration 63Q: 3 clusters Score -541029.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -541034.312500 Penalty: 4104.839355
	Iteration 64Q: 3 clusters Score -541034.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -541038.562500 Penalty: 4104.839355
	Iteration 65Q: 3 clusters Score -541038.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -541041.062500 Penalty: 4104.839355
	Iteration 66Q: 3 clusters Score -541041.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -541044.687500 Penalty: 4104.839355
	Iteration 67Q: 3 clusters Score -541044.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -541047.375000 Penalty: 4104.839355
	Iteration 68Q: 3 clusters Score -541047.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -541049.187500 Penalty: 4104.839355
	Iteration 69Q: 3 clusters Score -541049.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -541051.437500 Penalty: 4104.839355
	Iteration 70Q: 3 clusters Score -541051.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -541052.312500 Penalty: 4104.839355
	Iteration 71Q: 3 clusters Score -541052.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -541053.375000 Penalty: 4104.839355
	Iteration 72Q: 3 clusters Score -541053.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -541054.812500 Penalty: 4104.839355
	Iteration 73Q: 3 clusters Score -541054.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -541054.812500 Penalty: 4104.839355
	Iteration 74F: 3 clusters Score -541054.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -51424.773438 Penalty: 1504.394897
	Iteration 0F: 2 clusters Score -51424.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -50031.449219 Penalty: 3008.789795
	Iteration 0F: 3 clusters Score -50031.45 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -50190.343750 Penalty: 3008.789795
	Iteration 1F: 3 clusters Score -50190.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -50257.148438 Penalty: 3008.789795
	Iteration 2F: 3 clusters Score -50257.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -50289.878906 Penalty: 3008.789795
	Iteration 3Q: 3 clusters Score -50289.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -50299.617188 Penalty: 3008.789795
	Iteration 4Q: 3 clusters Score -50299.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -50327.429688 Penalty: 3008.789795
	Iteration 5Q: 3 clusters Score -50327.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -50363.433594 Penalty: 3008.789795
	Iteration 6Q: 3 clusters Score -50363.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -50403.355469 Penalty: 3008.789795
	Iteration 7Q: 3 clusters Score -50403.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -50423.085938 Penalty: 3008.789795
	Iteration 8Q: 3 clusters Score -50423.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -50449.250000 Penalty: 3008.789795
	Iteration 9Q: 3 clusters Score -50449.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -50477.218750 Penalty: 3008.789795
	Iteration 10Q: 3 clusters Score -50477.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -50498.539062 Penalty: 3008.789795
	Iteration 11Q: 3 clusters Score -50498.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -50524.015625 Penalty: 3008.789795
	Iteration 12Q: 3 clusters Score -50524.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -50566.960938 Penalty: 3008.789795
	Iteration 13Q: 3 clusters Score -50566.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -50632.722656 Penalty: 3008.789795
	Iteration 14Q: 3 clusters Score -50632.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -50769.621094 Penalty: 3008.789795
	Iteration 15Q: 3 clusters Score -50769.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -50960.792969 Penalty: 3008.789795
	Iteration 16Q: 3 clusters Score -50960.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -51080.039062 Penalty: 3008.789795
	Iteration 17Q: 3 clusters Score -51080.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -51231.218750 Penalty: 3008.789795
	Iteration 18Q: 3 clusters Score -51231.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -51285.503906 Penalty: 3008.789795
	Iteration 19Q: 3 clusters Score -51285.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -51302.093750 Penalty: 3008.789795
	Iteration 20F: 3 clusters Score -51302.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -51327.082031 Penalty: 3008.789795
	Iteration 21Q: 3 clusters Score -51327.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -51356.382812 Penalty: 3008.789795
	Iteration 22Q: 3 clusters Score -51356.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -51373.023438 Penalty: 3008.789795
	Iteration 23Q: 3 clusters Score -51373.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -51385.300781 Penalty: 3008.789795
	Iteration 24Q: 3 clusters Score -51385.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -51408.484375 Penalty: 3008.789795
	Iteration 25Q: 3 clusters Score -51408.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -51427.964844 Penalty: 3008.789795
	Iteration 26Q: 3 clusters Score -51427.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -51438.703125 Penalty: 3008.789795
	Iteration 27Q: 3 clusters Score -51438.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -51457.492188 Penalty: 3008.789795
	Iteration 28Q: 3 clusters Score -51457.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -51498.378906 Penalty: 3008.789795
	Iteration 29Q: 3 clusters Score -51498.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -51543.488281 Penalty: 3008.789795
	Iteration 30Q: 3 clusters Score -51543.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -51543.488281 Penalty: 3008.789795
	Iteration 31F: 3 clusters Score -51543.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 27643 members 
Mstep: Class 4 contains 9019 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 87622 members 
Mstep: Class 7 contains 18725 members 
Mstep: Class 8 contains 126452 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 165470 members 
Mstep: Class 13 contains 65836 members 
Mstep: Class 14 contains 33506 members 
Mstep: Class 15 contains 14364 members 
Mstep: Class 16 contains 176213 members 
Mstep: Class 17 contains 11580 members 
Mstep: Class 18 contains 17698 members 
Mstep: Class 19 contains 32745 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 317 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 159323 members 
Mstep: Class 26 contains 554 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
Score: -132703248.000000 Penalty: 92242.843750
Splitting cluster 21 changes total score from -132705088.000000 to -132703248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -32784.636719 Penalty: 1428.988770
	Iteration 0F: 2 clusters Score -32784.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -31541.388672 Penalty: 2857.977539
	Iteration 0F: 3 clusters Score -31541.39 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -31800.466797 Penalty: 2857.977539
	Iteration 1F: 3 clusters Score -31800.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -32016.140625 Penalty: 2857.977539
	Iteration 2F: 3 clusters Score -32016.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -32115.837891 Penalty: 2857.977539
	Iteration 3F: 3 clusters Score -32115.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -32146.933594 Penalty: 2857.977539
	Iteration 4Q: 3 clusters Score -32146.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -32172.097656 Penalty: 2857.977539
	Iteration 5Q: 3 clusters Score -32172.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -32191.917969 Penalty: 2857.977539
	Iteration 6Q: 3 clusters Score -32191.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -32227.228516 Penalty: 2857.977539
	Iteration 7Q: 3 clusters Score -32227.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -32247.781250 Penalty: 2857.977539
	Iteration 8Q: 3 clusters Score -32247.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -32253.658203 Penalty: 2857.977539
	Iteration 9Q: 3 clusters Score -32253.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -32269.183594 Penalty: 2857.977539
	Iteration 10Q: 3 clusters Score -32269.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -32287.880859 Penalty: 2857.977539
	Iteration 11Q: 3 clusters Score -32287.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -32290.572266 Penalty: 2857.977539
	Iteration 12Q: 3 clusters Score -32290.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -32293.958984 Penalty: 2857.977539
	Iteration 13Q: 3 clusters Score -32293.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -32296.800781 Penalty: 2857.977539
	Iteration 14Q: 3 clusters Score -32296.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -32296.800781 Penalty: 2857.977539
	Iteration 15F: 3 clusters Score -32296.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -81107.156250 Penalty: 1589.315186
	Iteration 0F: 2 clusters Score -81107.16 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 306 members 
Entering Unmasked Estep 
Score: -79516.609375 Penalty: 3178.630371
	Iteration 0F: 3 clusters Score -79516.61 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -79700.789062 Penalty: 3178.630371
	Iteration 1F: 3 clusters Score -79700.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -79763.195312 Penalty: 3178.630371
	Iteration 2Q: 3 clusters Score -79763.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -79829.632812 Penalty: 3178.630371
	Iteration 3Q: 3 clusters Score -79829.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -79859.976562 Penalty: 3178.630371
	Iteration 4Q: 3 clusters Score -79859.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -79876.007812 Penalty: 3178.630371
	Iteration 5Q: 3 clusters Score -79876.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -79890.484375 Penalty: 3178.630371
	Iteration 6Q: 3 clusters Score -79890.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -79900.195312 Penalty: 3178.630371
	Iteration 7Q: 3 clusters Score -79900.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -79904.898438 Penalty: 3178.630371
	Iteration 8Q: 3 clusters Score -79904.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -79909.125000 Penalty: 3178.630371
	Iteration 9Q: 3 clusters Score -79909.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -79910.781250 Penalty: 3178.630371
	Iteration 10Q: 3 clusters Score -79910.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -79910.781250 Penalty: 3178.630371
	Iteration 11F: 3 clusters Score -79910.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -66283.562500 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -66283.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -64665.437500 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -64665.44 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -64944.453125 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -64944.45 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -65063.656250 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -65063.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -65128.562500 Penalty: 3152.629395
	Iteration 3Q: 3 clusters Score -65128.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -65159.445312 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -65159.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -65191.015625 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -65191.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -65208.066406 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -65208.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -65217.042969 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -65217.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -65230.660156 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -65230.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -65241.320312 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -65241.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -65247.878906 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -65247.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -65258.289062 Penalty: 3152.629395
	Iteration 11Q: 3 clusters Score -65258.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -65261.511719 Penalty: 3152.629395
	Iteration 12Q: 3 clusters Score -65261.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -65261.511719 Penalty: 3152.629395
	Iteration 13F: 3 clusters Score -65261.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (159323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159323 members 
Entering Unmasked Estep 
Score: -22265668.000000 Penalty: 2970.714844
	Iteration 0F: 2 clusters Score -2.226567e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79709 members 
Mstep: Class 2 contains 79614 members 
Entering Unmasked Estep 
Score: -22162568.000000 Penalty: 5941.429688
	Iteration 0F: 3 clusters Score -2.216257e+07 nChanged 76273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80048 members 
Mstep: Class 2 contains 79275 members 
Entering Unmasked Estep 
Score: -22207380.000000 Penalty: 5941.429688
	Iteration 1F: 3 clusters Score -2.220738e+07 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80192 members 
Mstep: Class 2 contains 79131 members 
Entering Unmasked Estep 
Score: -22208842.000000 Penalty: 5941.429688
	Iteration 2Q: 3 clusters Score -2.220884e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80282 members 
Mstep: Class 2 contains 79041 members 
Entering Unmasked Estep 
Score: -22210698.000000 Penalty: 5941.429688
	Iteration 3Q: 3 clusters Score -2.22107e+07 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80338 members 
Mstep: Class 2 contains 78985 members 
Entering Unmasked Estep 
Score: -22213574.000000 Penalty: 5941.429688
	Iteration 4Q: 3 clusters Score -2.221357e+07 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80020 members 
Mstep: Class 2 contains 79303 members 
Entering Unmasked Estep 
Score: -22217550.000000 Penalty: 5941.429688
	Iteration 5Q: 3 clusters Score -2.221755e+07 nChanged 8803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78899 members 
Mstep: Class 2 contains 80424 members 
Entering Unmasked Estep 
Score: -22222464.000000 Penalty: 5941.429688
	Iteration 6F: 3 clusters Score -2.222246e+07 nChanged 9718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76575 members 
Mstep: Class 2 contains 82748 members 
Entering Unmasked Estep 
Score: -22228796.000000 Penalty: 5941.429688
	Iteration 7F: 3 clusters Score -2.22288e+07 nChanged 10172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73275 members 
Mstep: Class 2 contains 86048 members 
Entering Unmasked Estep 
Score: -22236260.000000 Penalty: 5941.429688
	Iteration 8F: 3 clusters Score -2.223626e+07 nChanged 9445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69610 members 
Mstep: Class 2 contains 89713 members 
Entering Unmasked Estep 
Score: -22242518.000000 Penalty: 5941.429688
	Iteration 9F: 3 clusters Score -2.224252e+07 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66149 members 
Mstep: Class 2 contains 93174 members 
Entering Unmasked Estep 
Score: -22246086.000000 Penalty: 5941.429688
	Iteration 10Q: 3 clusters Score -2.224609e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62799 members 
Mstep: Class 2 contains 96524 members 
Entering Unmasked Estep 
Score: -22247940.000000 Penalty: 5941.429688
	Iteration 11Q: 3 clusters Score -2.224794e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59457 members 
Mstep: Class 2 contains 99866 members 
Entering Unmasked Estep 
Score: -22249160.000000 Penalty: 5941.429688
	Iteration 12Q: 3 clusters Score -2.224916e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55893 members 
Mstep: Class 2 contains 103430 members 
Entering Unmasked Estep 
Score: -22250412.000000 Penalty: 5941.429688
	Iteration 13Q: 3 clusters Score -2.225041e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52119 members 
Mstep: Class 2 contains 107204 members 
Entering Unmasked Estep 
Score: -22251568.000000 Penalty: 5941.429688
	Iteration 14Q: 3 clusters Score -2.225157e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47958 members 
Mstep: Class 2 contains 111365 members 
Entering Unmasked Estep 
Score: -22252986.000000 Penalty: 5941.429688
	Iteration 15Q: 3 clusters Score -2.225299e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43710 members 
Mstep: Class 2 contains 115613 members 
Entering Unmasked Estep 
Score: -22254172.000000 Penalty: 5941.429688
	Iteration 16Q: 3 clusters Score -2.225417e+07 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39125 members 
Mstep: Class 2 contains 120198 members 
Entering Unmasked Estep 
Score: -22255438.000000 Penalty: 5941.429688
	Iteration 17Q: 3 clusters Score -2.225544e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34735 members 
Mstep: Class 2 contains 124588 members 
Entering Unmasked Estep 
Score: -22256220.000000 Penalty: 5941.429688
	Iteration 18Q: 3 clusters Score -2.225622e+07 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 129293 members 
Entering Unmasked Estep 
Score: -22257212.000000 Penalty: 5941.429688
	Iteration 19Q: 3 clusters Score -2.225721e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 133827 members 
Entering Unmasked Estep 
Score: -22258054.000000 Penalty: 5941.429688
	Iteration 20F: 3 clusters Score -2.225805e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 138106 members 
Entering Unmasked Estep 
Score: -22259096.000000 Penalty: 5941.429688
	Iteration 21Q: 3 clusters Score -2.22591e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 142082 members 
Entering Unmasked Estep 
Score: -22259936.000000 Penalty: 5941.429688
	Iteration 22Q: 3 clusters Score -2.225994e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 145680 members 
Entering Unmasked Estep 
Score: -22260780.000000 Penalty: 5941.429688
	Iteration 23Q: 3 clusters Score -2.226078e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 148860 members 
Entering Unmasked Estep 
Score: -22261734.000000 Penalty: 5941.429688
	Iteration 24Q: 3 clusters Score -2.226173e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 151490 members 
Entering Unmasked Estep 
Score: -22262374.000000 Penalty: 5941.429688
	Iteration 25Q: 3 clusters Score -2.226237e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 153536 members 
Entering Unmasked Estep 
Score: -22262914.000000 Penalty: 5941.429688
	Iteration 26Q: 3 clusters Score -2.226291e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 155022 members 
Entering Unmasked Estep 
Score: -22263416.000000 Penalty: 5941.429688
	Iteration 27Q: 3 clusters Score -2.226342e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 156050 members 
Entering Unmasked Estep 
Score: -22263756.000000 Penalty: 5941.429688
	Iteration 28Q: 3 clusters Score -2.226376e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 156739 members 
Entering Unmasked Estep 
Score: -22263934.000000 Penalty: 5941.429688
	Iteration 29Q: 3 clusters Score -2.226393e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 157161 members 
Entering Unmasked Estep 
Score: -22263968.000000 Penalty: 5941.429688
	Iteration 30Q: 3 clusters Score -2.226397e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 157436 members 
Entering Unmasked Estep 
Score: -22264042.000000 Penalty: 5941.429688
	Iteration 31Q: 3 clusters Score -2.226404e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 157637 members 
Entering Unmasked Estep 
Score: -22264030.000000 Penalty: 5941.429688
	Iteration 32Q: 3 clusters Score -2.226403e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 157782 members 
Entering Unmasked Estep 
Score: -22264036.000000 Penalty: 5941.429688
	Iteration 33Q: 3 clusters Score -2.226404e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 157879 members 
Entering Unmasked Estep 
Score: -22264080.000000 Penalty: 5941.429688
	Iteration 34Q: 3 clusters Score -2.226408e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 157940 members 
Entering Unmasked Estep 
Score: -22264130.000000 Penalty: 5941.429688
	Iteration 35Q: 3 clusters Score -2.226413e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 157984 members 
Entering Unmasked Estep 
Score: -22264102.000000 Penalty: 5941.429688
	Iteration 36Q: 3 clusters Score -2.22641e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 158027 members 
Entering Unmasked Estep 
Score: -22264104.000000 Penalty: 5941.429688
	Iteration 37Q: 3 clusters Score -2.22641e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 158057 members 
Entering Unmasked Estep 
Score: -22264134.000000 Penalty: 5941.429688
	Iteration 38Q: 3 clusters Score -2.226413e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 158085 members 
Entering Unmasked Estep 
Score: -22264154.000000 Penalty: 5941.429688
	Iteration 39Q: 3 clusters Score -2.226415e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 158109 members 
Entering Unmasked Estep 
Score: -22264198.000000 Penalty: 5941.429688
	Iteration 40F: 3 clusters Score -2.22642e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 158130 members 
Entering Unmasked Estep 
Score: -22264188.000000 Penalty: 5941.429688
	Iteration 41Q: 3 clusters Score -2.226419e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 158149 members 
Entering Unmasked Estep 
Score: -22264180.000000 Penalty: 5941.429688
	Iteration 42Q: 3 clusters Score -2.226418e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 158159 members 
Entering Unmasked Estep 
Score: -22264178.000000 Penalty: 5941.429688
	Iteration 43Q: 3 clusters Score -2.226418e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 158164 members 
Entering Unmasked Estep 
Score: -22264198.000000 Penalty: 5941.429688
	Iteration 44Q: 3 clusters Score -2.22642e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 158165 members 
Entering Unmasked Estep 
Score: -22264206.000000 Penalty: 5941.429688
	Iteration 45Q: 3 clusters Score -2.226421e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 158168 members 
Entering Unmasked Estep 
Score: -22264198.000000 Penalty: 5941.429688
	Iteration 46Q: 3 clusters Score -2.22642e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 158169 members 
Entering Unmasked Estep 
Score: -22264188.000000 Penalty: 5941.429688
	Iteration 47Q: 3 clusters Score -2.226419e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 158167 members 
Entering Unmasked Estep 
Score: -22264188.000000 Penalty: 5941.429688
	Iteration 48Q: 3 clusters Score -2.226419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 158170 members 
Entering Unmasked Estep 
Score: -22264190.000000 Penalty: 5941.429688
	Iteration 49Q: 3 clusters Score -2.226419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 158171 members 
Entering Unmasked Estep 
Score: -22264190.000000 Penalty: 5941.429688
	Iteration 50Q: 3 clusters Score -2.226419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 158173 members 
Entering Unmasked Estep 
Score: -22264192.000000 Penalty: 5941.429688
	Iteration 51Q: 3 clusters Score -2.226419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 158176 members 
Entering Unmasked Estep 
Score: -22264190.000000 Penalty: 5941.429688
	Iteration 52Q: 3 clusters Score -2.226419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 158181 members 
Entering Unmasked Estep 
Score: -22264196.000000 Penalty: 5941.429688
	Iteration 53Q: 3 clusters Score -2.22642e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 158182 members 
Entering Unmasked Estep 
Score: -22264198.000000 Penalty: 5941.429688
	Iteration 54Q: 3 clusters Score -2.22642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 158185 members 
Entering Unmasked Estep 
Score: -22264206.000000 Penalty: 5941.429688
	Iteration 55Q: 3 clusters Score -2.226421e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 158189 members 
Entering Unmasked Estep 
Score: -22264196.000000 Penalty: 5941.429688
	Iteration 56Q: 3 clusters Score -2.22642e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 158193 members 
Entering Unmasked Estep 
Score: -22264198.000000 Penalty: 5941.429688
	Iteration 57Q: 3 clusters Score -2.22642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 158194 members 
Entering Unmasked Estep 
Score: -22264198.000000 Penalty: 5941.429688
	Iteration 58Q: 3 clusters Score -2.22642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 158194 members 
Entering Unmasked Estep 
Score: -22264186.000000 Penalty: 5941.429688
	Iteration 59Q: 3 clusters Score -2.226419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 158194 members 
Entering Unmasked Estep 
Score: -22264184.000000 Penalty: 5941.429688
	Iteration 60F: 3 clusters Score -2.226418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 158195 members 
Entering Unmasked Estep 
Score: -22264192.000000 Penalty: 5941.429688
	Iteration 61Q: 3 clusters Score -2.226419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 158194 members 
Entering Unmasked Estep 
Score: -22264200.000000 Penalty: 5941.429688
	Iteration 62Q: 3 clusters Score -2.22642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 158197 members 
Entering Unmasked Estep 
Score: -22264204.000000 Penalty: 5941.429688
	Iteration 63Q: 3 clusters Score -2.22642e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 158200 members 
Entering Unmasked Estep 
Score: -22264216.000000 Penalty: 5941.429688
	Iteration 64Q: 3 clusters Score -2.226422e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 158203 members 
Entering Unmasked Estep 
Score: -22264234.000000 Penalty: 5941.429688
	Iteration 65Q: 3 clusters Score -2.226423e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 158205 members 
Entering Unmasked Estep 
Score: -22264224.000000 Penalty: 5941.429688
	Iteration 66Q: 3 clusters Score -2.226422e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 158210 members 
Entering Unmasked Estep 
Score: -22264218.000000 Penalty: 5941.429688
	Iteration 67Q: 3 clusters Score -2.226422e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 158216 members 
Entering Unmasked Estep 
Score: -22264232.000000 Penalty: 5941.429688
	Iteration 68Q: 3 clusters Score -2.226423e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 158216 members 
Entering Unmasked Estep 
Score: -22264226.000000 Penalty: 5941.429688
	Iteration 69Q: 3 clusters Score -2.226423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 158216 members 
Entering Unmasked Estep 
Score: -22264212.000000 Penalty: 5941.429688
	Iteration 70Q: 3 clusters Score -2.226421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 158216 members 
Entering Unmasked Estep 
Score: -22264214.000000 Penalty: 5941.429688
	Iteration 71Q: 3 clusters Score -2.226421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 158216 members 
Entering Unmasked Estep 
Score: -22264214.000000 Penalty: 5941.429688
	Iteration 72F: 3 clusters Score -2.226421e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -63989.636719 Penalty: 1566.656860
	Iteration 0F: 2 clusters Score -63989.64 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 264 members 
Entering Unmasked Estep 
Score: -62457.164062 Penalty: 3133.313721
	Iteration 0F: 3 clusters Score -62457.16 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -62704.390625 Penalty: 3133.313721
	Iteration 1F: 3 clusters Score -62704.39 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -62807.117188 Penalty: 3133.313721
	Iteration 2F: 3 clusters Score -62807.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -62863.062500 Penalty: 3133.313721
	Iteration 3Q: 3 clusters Score -62863.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -62903.000000 Penalty: 3133.313721
	Iteration 4Q: 3 clusters Score -62903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -62918.300781 Penalty: 3133.313721
	Iteration 5Q: 3 clusters Score -62918.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -62939.445312 Penalty: 3133.313721
	Iteration 6Q: 3 clusters Score -62939.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -62953.570312 Penalty: 3133.313721
	Iteration 7Q: 3 clusters Score -62953.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -62969.050781 Penalty: 3133.313721
	Iteration 8Q: 3 clusters Score -62969.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -62978.433594 Penalty: 3133.313721
	Iteration 9Q: 3 clusters Score -62978.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -62979.421875 Penalty: 3133.313721
	Iteration 10Q: 3 clusters Score -62979.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -62980.765625 Penalty: 3133.313721
	Iteration 11Q: 3 clusters Score -62980.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -62980.765625 Penalty: 3133.313721
	Iteration 12F: 3 clusters Score -62980.77 nChanged 0
--- Evaluating fit on full set of 2883241 points ---
Entering Unmasked Estep 
Score: -391928064.000000 Penalty: 95910.296875
21->27 Clusters: Score -391928064.000000, best is -391950080.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 961080 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 45923 members 
Mstep: Class 3 contains 45751 members 
Mstep: Class 4 contains 45731 members 
Mstep: Class 5 contains 45470 members 
Mstep: Class 6 contains 45791 members 
Mstep: Class 7 contains 45887 members 
Mstep: Class 8 contains 45629 members 
Mstep: Class 9 contains 45828 members 
Mstep: Class 10 contains 46111 members 
Mstep: Class 11 contains 45992 members 
Mstep: Class 12 contains 45975 members 
Mstep: Class 13 contains 45440 members 
Mstep: Class 14 contains 45666 members 
Mstep: Class 15 contains 45673 members 
Mstep: Class 16 contains 45692 members 
Mstep: Class 17 contains 45493 members 
Mstep: Class 18 contains 45707 members 
Mstep: Class 19 contains 45626 members 
Mstep: Class 20 contains 45876 members 
Mstep: Class 21 contains 45712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 434.613770 but Gain 3416.406250
Score: -126740400.000000 Penalty: 68328.031250
Iteration 0F: 21 clusters Score -1.267404e+08 nChanged 912487
Entering Unmasked Mstep 
Mstep: Class 0 contains 2568 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 46163 members 
Mstep: Class 3 contains 11928 members 
Mstep: Class 4 contains 9409 members 
Mstep: Class 5 contains 9718 members 
Mstep: Class 7 contains 31849 members 
Mstep: Class 8 contains 38158 members 
Mstep: Class 9 contains 32019 members 
Mstep: Class 10 contains 107632 members 
Mstep: Class 11 contains 25368 members 
Mstep: Class 12 contains 158662 members 
Mstep: Class 13 contains 80061 members 
Mstep: Class 14 contains 20506 members 
Mstep: Class 15 contains 16664 members 
Mstep: Class 16 contains 105867 members 
Mstep: Class 17 contains 59704 members 
Mstep: Class 18 contains 150547 members 
Mstep: Class 19 contains 14071 members 
Mstep: Class 20 contains 9363 members 
Mstep: Class 21 contains 21910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -130947784.000000 Penalty: 68328.031250
Iteration 1F: 21 clusters Score -1.309478e+08 nChanged 340942
Entering Unmasked Mstep 
Mstep: Class 0 contains 2564 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 37721 members 
Mstep: Class 3 contains 6246 members 
Mstep: Class 4 contains 4770 members 
Mstep: Class 5 contains 3694 members 
Mstep: Class 7 contains 27106 members 
Mstep: Class 8 contains 37354 members 
Mstep: Class 9 contains 20015 members 
Mstep: Class 10 contains 125178 members 
Mstep: Class 11 contains 14179 members 
Mstep: Class 12 contains 205929 members 
Mstep: Class 13 contains 74797 members 
Mstep: Class 14 contains 12265 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 123315 members 
Mstep: Class 17 contains 47962 members 
Mstep: Class 18 contains 185430 members 
Mstep: Class 19 contains 7091 members 
Mstep: Class 20 contains 4697 members 
Mstep: Class 21 contains 10583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2389.002441 but Gain 3416.398438
Score: -131476080.000000 Penalty: 64911.632812
Iteration 2F: 20 clusters Score -1.314761e+08 nChanged 258553
Entering Unmasked Mstep 
Mstep: Class 0 contains 2528 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 31500 members 
Mstep: Class 3 contains 3749 members 
Mstep: Class 5 contains 1483 members 
Mstep: Class 7 contains 20023 members 
Mstep: Class 8 contains 40146 members 
Mstep: Class 9 contains 11852 members 
Mstep: Class 10 contains 164566 members 
Mstep: Class 11 contains 7207 members 
Mstep: Class 12 contains 206367 members 
Mstep: Class 13 contains 63911 members 
Mstep: Class 14 contains 8372 members 
Mstep: Class 15 contains 1444 members 
Mstep: Class 16 contains 132766 members 
Mstep: Class 17 contains 34476 members 
Mstep: Class 18 contains 212789 members 
Mstep: Class 19 contains 3629 members 
Mstep: Class 20 contains 3476 members 
Mstep: Class 21 contains 7419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2279.983154 but Gain 3416.402344
Score: -131748848.000000 Penalty: 61495.230469
Iteration 3F: 19 clusters Score -1.317488e+08 nChanged 195694
Entering Unmasked Mstep 
Mstep: Class 0 contains 2445 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 29223 members 
Mstep: Class 5 contains 932 members 
Mstep: Class 7 contains 13021 members 
Mstep: Class 8 contains 48205 members 
Mstep: Class 9 contains 7625 members 
Mstep: Class 10 contains 204671 members 
Mstep: Class 11 contains 3665 members 
Mstep: Class 12 contains 198465 members 
Mstep: Class 13 contains 52955 members 
Mstep: Class 14 contains 6385 members 
Mstep: Class 15 contains 1036 members 
Mstep: Class 16 contains 147410 members 
Mstep: Class 17 contains 22819 members 
Mstep: Class 18 contains 207878 members 
Mstep: Class 19 contains 2287 members 
Mstep: Class 20 contains 3015 members 
Mstep: Class 21 contains 6060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2117.645264 but Gain 3416.402344
Score: -131953744.000000 Penalty: 58078.828125
Iteration 4F: 18 clusters Score -1.319537e+08 nChanged 143602
Entering Unmasked Mstep 
Mstep: Class 0 contains 2330 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 27483 members 
Mstep: Class 5 contains 846 members 
Mstep: Class 7 contains 11964 members 
Mstep: Class 8 contains 55873 members 
Mstep: Class 9 contains 4758 members 
Mstep: Class 10 contains 228624 members 
Mstep: Class 11 contains 2411 members 
Mstep: Class 12 contains 197185 members 
Mstep: Class 13 contains 42480 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 1051 members 
Mstep: Class 16 contains 164581 members 
Mstep: Class 17 contains 14207 members 
Mstep: Class 18 contains 191591 members 
Mstep: Class 20 contains 2726 members 
Mstep: Class 21 contains 5216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 3290.205078 but Gain 3416.402344
Score: -132076944.000000 Penalty: 54662.425781
Iteration 5F: 17 clusters Score -1.320769e+08 nChanged 107240
Entering Unmasked Mstep 
Mstep: Class 0 contains 2113 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 27262 members 
Mstep: Class 5 contains 847 members 
Mstep: Class 7 contains 13565 members 
Mstep: Class 8 contains 62813 members 
Mstep: Class 10 contains 235255 members 
Mstep: Class 11 contains 2270 members 
Mstep: Class 12 contains 194741 members 
Mstep: Class 13 contains 34004 members 
Mstep: Class 14 contains 4308 members 
Mstep: Class 15 contains 1047 members 
Mstep: Class 16 contains 182486 members 
Mstep: Class 17 contains 9019 members 
Mstep: Class 18 contains 181493 members 
Mstep: Class 20 contains 2720 members 
Mstep: Class 21 contains 4569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132168560.000000 Penalty: 54662.425781
Iteration 6F: 17 clusters Score -1.321686e+08 nChanged 83952
Entering Unmasked Mstep 
Mstep: Class 0 contains 1693 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 27489 members 
Mstep: Class 5 contains 854 members 
Mstep: Class 7 contains 15503 members 
Mstep: Class 8 contains 68274 members 
Mstep: Class 10 contains 231710 members 
Mstep: Class 11 contains 2809 members 
Mstep: Class 12 contains 192835 members 
Mstep: Class 13 contains 28520 members 
Mstep: Class 14 contains 4295 members 
Mstep: Class 15 contains 1128 members 
Mstep: Class 16 contains 200036 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 170502 members 
Mstep: Class 20 contains 2776 members 
Mstep: Class 21 contains 3973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132276248.000000 Penalty: 54662.425781
Iteration 7F: 17 clusters Score -1.322762e+08 nChanged 71323
Entering Unmasked Mstep 
Mstep: Class 0 contains 1043 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 28306 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 7 contains 16966 members 
Mstep: Class 8 contains 72590 members 
Mstep: Class 10 contains 228761 members 
Mstep: Class 11 contains 3560 members 
Mstep: Class 12 contains 191941 members 
Mstep: Class 13 contains 24820 members 
Mstep: Class 14 contains 4783 members 
Mstep: Class 15 contains 1676 members 
Mstep: Class 16 contains 207955 members 
Mstep: Class 17 contains 4901 members 
Mstep: Class 18 contains 164169 members 
Mstep: Class 20 contains 2823 members 
Mstep: Class 21 contains 3583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132345568.000000 Penalty: 54662.425781
Iteration 8F: 17 clusters Score -1.323456e+08 nChanged 55665
Entering Unmasked Mstep 
Mstep: Class 0 contains 489 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 29576 members 
Mstep: Class 5 contains 893 members 
Mstep: Class 7 contains 18040 members 
Mstep: Class 8 contains 75909 members 
Mstep: Class 10 contains 230387 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 12 contains 191504 members 
Mstep: Class 13 contains 21776 members 
Mstep: Class 14 contains 5411 members 
Mstep: Class 15 contains 2206 members 
Mstep: Class 16 contains 204977 members 
Mstep: Class 17 contains 4417 members 
Mstep: Class 18 contains 162485 members 
Mstep: Class 20 contains 2861 members 
Mstep: Class 21 contains 3479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132411888.000000 Penalty: 54662.425781
Iteration 9F: 17 clusters Score -1.324119e+08 nChanged 41797
Entering Unmasked Mstep 
Mstep: Class 0 contains 164 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 31215 members 
Mstep: Class 5 contains 919 members 
Mstep: Class 7 contains 19096 members 
Mstep: Class 8 contains 78425 members 
Mstep: Class 10 contains 232140 members 
Mstep: Class 11 contains 5150 members 
Mstep: Class 12 contains 191000 members 
Mstep: Class 13 contains 19249 members 
Mstep: Class 14 contains 5953 members 
Mstep: Class 15 contains 2526 members 
Mstep: Class 16 contains 199505 members 
Mstep: Class 17 contains 4475 members 
Mstep: Class 18 contains 162563 members 
Mstep: Class 20 contains 2906 members 
Mstep: Class 21 contains 3552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132432976.000000 Penalty: 54662.425781
Iteration 10Q: 17 clusters Score -1.32433e+08 nChanged 33108
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 33181 members 
Mstep: Class 5 contains 931 members 
Mstep: Class 7 contains 20154 members 
Mstep: Class 8 contains 80170 members 
Mstep: Class 10 contains 232843 members 
Mstep: Class 11 contains 5866 members 
Mstep: Class 12 contains 190412 members 
Mstep: Class 13 contains 17175 members 
Mstep: Class 14 contains 6389 members 
Mstep: Class 15 contains 2528 members 
Mstep: Class 16 contains 194874 members 
Mstep: Class 17 contains 4742 members 
Mstep: Class 18 contains 162818 members 
Mstep: Class 20 contains 2945 members 
Mstep: Class 21 contains 3685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132442992.000000 Penalty: 54662.425781
Iteration 11Q: 17 clusters Score -1.32443e+08 nChanged 28426
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 35397 members 
Mstep: Class 5 contains 946 members 
Mstep: Class 7 contains 21235 members 
Mstep: Class 8 contains 81483 members 
Mstep: Class 10 contains 232930 members 
Mstep: Class 11 contains 6450 members 
Mstep: Class 12 contains 189743 members 
Mstep: Class 13 contains 15497 members 
Mstep: Class 14 contains 6776 members 
Mstep: Class 15 contains 2528 members 
Mstep: Class 16 contains 190854 members 
Mstep: Class 17 contains 5099 members 
Mstep: Class 18 contains 163067 members 
Mstep: Class 20 contains 2981 members 
Mstep: Class 21 contains 3760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132450616.000000 Penalty: 54662.425781
Iteration 12Q: 17 clusters Score -1.324506e+08 nChanged 25327
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 38069 members 
Mstep: Class 5 contains 954 members 
Mstep: Class 7 contains 22273 members 
Mstep: Class 8 contains 82203 members 
Mstep: Class 10 contains 232536 members 
Mstep: Class 11 contains 6882 members 
Mstep: Class 12 contains 189089 members 
Mstep: Class 13 contains 14133 members 
Mstep: Class 14 contains 7071 members 
Mstep: Class 15 contains 2528 members 
Mstep: Class 16 contains 187684 members 
Mstep: Class 17 contains 5459 members 
Mstep: Class 18 contains 163012 members 
Mstep: Class 20 contains 3009 members 
Mstep: Class 21 contains 3862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132456976.000000 Penalty: 54662.425781
Iteration 13Q: 17 clusters Score -1.32457e+08 nChanged 23209
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 41265 members 
Mstep: Class 5 contains 954 members 
Mstep: Class 7 contains 23256 members 
Mstep: Class 8 contains 82337 members 
Mstep: Class 10 contains 231629 members 
Mstep: Class 11 contains 7196 members 
Mstep: Class 12 contains 188474 members 
Mstep: Class 13 contains 13046 members 
Mstep: Class 14 contains 7385 members 
Mstep: Class 15 contains 2528 members 
Mstep: Class 16 contains 185345 members 
Mstep: Class 17 contains 5797 members 
Mstep: Class 18 contains 162603 members 
Mstep: Class 20 contains 3044 members 
Mstep: Class 21 contains 3929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132463560.000000 Penalty: 54662.425781
Iteration 14Q: 17 clusters Score -1.324636e+08 nChanged 21931
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 44996 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 7 contains 24201 members 
Mstep: Class 8 contains 82002 members 
Mstep: Class 10 contains 230135 members 
Mstep: Class 11 contains 7480 members 
Mstep: Class 12 contains 187875 members 
Mstep: Class 13 contains 12162 members 
Mstep: Class 14 contains 7697 members 
Mstep: Class 15 contains 2528 members 
Mstep: Class 16 contains 183544 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 162106 members 
Mstep: Class 20 contains 3088 members 
Mstep: Class 21 contains 4002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132470688.000000 Penalty: 54662.425781
Iteration 15Q: 17 clusters Score -1.324707e+08 nChanged 21459
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 49090 members 
Mstep: Class 5 contains 966 members 
Mstep: Class 7 contains 25114 members 
Mstep: Class 8 contains 81571 members 
Mstep: Class 10 contains 228089 members 
Mstep: Class 11 contains 7722 members 
Mstep: Class 12 contains 187450 members 
Mstep: Class 13 contains 11372 members 
Mstep: Class 14 contains 8070 members 
Mstep: Class 15 contains 2528 members 
Mstep: Class 16 contains 182147 members 
Mstep: Class 17 contains 6283 members 
Mstep: Class 18 contains 161250 members 
Mstep: Class 20 contains 3148 members 
Mstep: Class 21 contains 4102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132480808.000000 Penalty: 54662.425781
Iteration 16Q: 17 clusters Score -1.324808e+08 nChanged 21414
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 52944 members 
Mstep: Class 5 contains 964 members 
Mstep: Class 7 contains 25993 members 
Mstep: Class 8 contains 82426 members 
Mstep: Class 10 contains 225220 members 
Mstep: Class 11 contains 7905 members 
Mstep: Class 12 contains 186982 members 
Mstep: Class 13 contains 10708 members 
Mstep: Class 14 contains 8515 members 
Mstep: Class 15 contains 2528 members 
Mstep: Class 16 contains 180898 members 
Mstep: Class 17 contains 6461 members 
Mstep: Class 18 contains 160060 members 
Mstep: Class 20 contains 3241 members 
Mstep: Class 21 contains 4160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132491096.000000 Penalty: 54662.425781
Iteration 17Q: 17 clusters Score -1.324911e+08 nChanged 20524
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 55927 members 
Mstep: Class 5 contains 963 members 
Mstep: Class 7 contains 26734 members 
Mstep: Class 8 contains 84950 members 
Mstep: Class 10 contains 221971 members 
Mstep: Class 11 contains 8050 members 
Mstep: Class 12 contains 186465 members 
Mstep: Class 13 contains 10139 members 
Mstep: Class 14 contains 9072 members 
Mstep: Class 15 contains 2528 members 
Mstep: Class 16 contains 179543 members 
Mstep: Class 17 contains 6610 members 
Mstep: Class 18 contains 158702 members 
Mstep: Class 20 contains 3371 members 
Mstep: Class 21 contains 4107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132498392.000000 Penalty: 54662.425781
Iteration 18Q: 17 clusters Score -1.324984e+08 nChanged 19438
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 58111 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 7 contains 27370 members 
Mstep: Class 8 contains 88632 members 
Mstep: Class 10 contains 218724 members 
Mstep: Class 11 contains 8173 members 
Mstep: Class 12 contains 185916 members 
Mstep: Class 13 contains 9701 members 
Mstep: Class 14 contains 9736 members 
Mstep: Class 15 contains 2528 members 
Mstep: Class 16 contains 177858 members 
Mstep: Class 17 contains 6718 members 
Mstep: Class 18 contains 157277 members 
Mstep: Class 20 contains 3549 members 
Mstep: Class 21 contains 4035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132503992.000000 Penalty: 54662.425781
Iteration 19Q: 17 clusters Score -1.32504e+08 nChanged 18463
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 59798 members 
Mstep: Class 5 contains 977 members 
Mstep: Class 7 contains 27897 members 
Mstep: Class 8 contains 92960 members 
Mstep: Class 10 contains 215512 members 
Mstep: Class 11 contains 8296 members 
Mstep: Class 12 contains 185353 members 
Mstep: Class 13 contains 9313 members 
Mstep: Class 14 contains 10572 members 
Mstep: Class 15 contains 2529 members 
Mstep: Class 16 contains 175934 members 
Mstep: Class 17 contains 6808 members 
Mstep: Class 18 contains 155824 members 
Mstep: Class 20 contains 3792 members 
Mstep: Class 21 contains 3966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132511360.000000 Penalty: 54662.425781
Iteration 20F: 17 clusters Score -1.325114e+08 nChanged 17968
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 61165 members 
Mstep: Class 5 contains 979 members 
Mstep: Class 7 contains 28313 members 
Mstep: Class 8 contains 97946 members 
Mstep: Class 10 contains 212192 members 
Mstep: Class 11 contains 8424 members 
Mstep: Class 12 contains 184733 members 
Mstep: Class 13 contains 8968 members 
Mstep: Class 14 contains 11548 members 
Mstep: Class 15 contains 2598 members 
Mstep: Class 16 contains 173912 members 
Mstep: Class 17 contains 6891 members 
Mstep: Class 18 contains 154253 members 
Mstep: Class 20 contains 4120 members 
Mstep: Class 21 contains 3876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132520896.000000 Penalty: 54662.425781
Iteration 21Q: 17 clusters Score -1.325209e+08 nChanged 17423
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 62238 members 
Mstep: Class 5 contains 983 members 
Mstep: Class 7 contains 28595 members 
Mstep: Class 8 contains 103576 members 
Mstep: Class 10 contains 209159 members 
Mstep: Class 11 contains 8546 members 
Mstep: Class 12 contains 184149 members 
Mstep: Class 13 contains 8638 members 
Mstep: Class 14 contains 12482 members 
Mstep: Class 15 contains 2611 members 
Mstep: Class 16 contains 171396 members 
Mstep: Class 17 contains 6940 members 
Mstep: Class 18 contains 152661 members 
Mstep: Class 20 contains 4350 members 
Mstep: Class 21 contains 3811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132526072.000000 Penalty: 54662.425781
Iteration 22Q: 17 clusters Score -1.325261e+08 nChanged 16760
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 63159 members 
Mstep: Class 5 contains 988 members 
Mstep: Class 7 contains 28787 members 
Mstep: Class 8 contains 109696 members 
Mstep: Class 10 contains 206175 members 
Mstep: Class 11 contains 8669 members 
Mstep: Class 12 contains 183604 members 
Mstep: Class 13 contains 8246 members 
Mstep: Class 14 contains 13322 members 
Mstep: Class 15 contains 2610 members 
Mstep: Class 16 contains 168563 members 
Mstep: Class 17 contains 6955 members 
Mstep: Class 18 contains 151234 members 
Mstep: Class 20 contains 4394 members 
Mstep: Class 21 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132529744.000000 Penalty: 54662.425781
Iteration 23Q: 17 clusters Score -1.325297e+08 nChanged 16850
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 63953 members 
Mstep: Class 5 contains 996 members 
Mstep: Class 7 contains 28895 members 
Mstep: Class 8 contains 116186 members 
Mstep: Class 10 contains 203515 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 182931 members 
Mstep: Class 13 contains 7865 members 
Mstep: Class 14 contains 14105 members 
Mstep: Class 15 contains 2610 members 
Mstep: Class 16 contains 165059 members 
Mstep: Class 17 contains 6968 members 
Mstep: Class 18 contains 150140 members 
Mstep: Class 20 contains 4404 members 
Mstep: Class 21 contains 3713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132534640.000000 Penalty: 54662.425781
Iteration 24Q: 17 clusters Score -1.325346e+08 nChanged 16699
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 64619 members 
Mstep: Class 5 contains 1011 members 
Mstep: Class 7 contains 28908 members 
Mstep: Class 8 contains 122705 members 
Mstep: Class 10 contains 200977 members 
Mstep: Class 11 contains 8894 members 
Mstep: Class 12 contains 181977 members 
Mstep: Class 13 contains 7516 members 
Mstep: Class 14 contains 14747 members 
Mstep: Class 15 contains 2610 members 
Mstep: Class 16 contains 161751 members 
Mstep: Class 17 contains 6965 members 
Mstep: Class 18 contains 149337 members 
Mstep: Class 20 contains 4406 members 
Mstep: Class 21 contains 3679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132539680.000000 Penalty: 54662.425781
Iteration 25Q: 17 clusters Score -1.325397e+08 nChanged 15867
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 65122 members 
Mstep: Class 5 contains 1026 members 
Mstep: Class 7 contains 28882 members 
Mstep: Class 8 contains 128803 members 
Mstep: Class 10 contains 198553 members 
Mstep: Class 11 contains 8994 members 
Mstep: Class 12 contains 180882 members 
Mstep: Class 13 contains 7164 members 
Mstep: Class 14 contains 15242 members 
Mstep: Class 15 contains 2610 members 
Mstep: Class 16 contains 158826 members 
Mstep: Class 17 contains 6962 members 
Mstep: Class 18 contains 148969 members 
Mstep: Class 20 contains 4403 members 
Mstep: Class 21 contains 3645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132543720.000000 Penalty: 54662.425781
Iteration 26Q: 17 clusters Score -1.325437e+08 nChanged 15498
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 65537 members 
Mstep: Class 5 contains 1030 members 
Mstep: Class 7 contains 28806 members 
Mstep: Class 8 contains 134415 members 
Mstep: Class 10 contains 196315 members 
Mstep: Class 11 contains 9086 members 
Mstep: Class 12 contains 179690 members 
Mstep: Class 13 contains 6863 members 
Mstep: Class 14 contains 15622 members 
Mstep: Class 15 contains 2610 members 
Mstep: Class 16 contains 156179 members 
Mstep: Class 17 contains 6955 members 
Mstep: Class 18 contains 148935 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 21 contains 3620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132546592.000000 Penalty: 54662.425781
Iteration 27Q: 17 clusters Score -1.325466e+08 nChanged 14870
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 65873 members 
Mstep: Class 5 contains 1039 members 
Mstep: Class 7 contains 28727 members 
Mstep: Class 8 contains 139243 members 
Mstep: Class 10 contains 194267 members 
Mstep: Class 11 contains 9186 members 
Mstep: Class 12 contains 178420 members 
Mstep: Class 13 contains 6614 members 
Mstep: Class 14 contains 15824 members 
Mstep: Class 15 contains 2610 members 
Mstep: Class 16 contains 153965 members 
Mstep: Class 17 contains 6903 members 
Mstep: Class 18 contains 149377 members 
Mstep: Class 20 contains 4402 members 
Mstep: Class 21 contains 3597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132549200.000000 Penalty: 54662.425781
Iteration 28Q: 17 clusters Score -1.325492e+08 nChanged 14231
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 66184 members 
Mstep: Class 5 contains 1055 members 
Mstep: Class 7 contains 28634 members 
Mstep: Class 8 contains 143411 members 
Mstep: Class 10 contains 192371 members 
Mstep: Class 11 contains 9244 members 
Mstep: Class 12 contains 177120 members 
Mstep: Class 13 contains 6404 members 
Mstep: Class 14 contains 15862 members 
Mstep: Class 15 contains 2610 members 
Mstep: Class 16 contains 151943 members 
Mstep: Class 17 contains 6859 members 
Mstep: Class 18 contains 150371 members 
Mstep: Class 20 contains 4402 members 
Mstep: Class 21 contains 3565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132552600.000000 Penalty: 54662.425781
Iteration 29Q: 17 clusters Score -1.325526e+08 nChanged 13574
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 66457 members 
Mstep: Class 5 contains 1064 members 
Mstep: Class 7 contains 28532 members 
Mstep: Class 8 contains 147034 members 
Mstep: Class 10 contains 190867 members 
Mstep: Class 11 contains 9362 members 
Mstep: Class 12 contains 175509 members 
Mstep: Class 13 contains 6274 members 
Mstep: Class 14 contains 15795 members 
Mstep: Class 15 contains 2610 members 
Mstep: Class 16 contains 149836 members 
Mstep: Class 17 contains 6802 members 
Mstep: Class 18 contains 151942 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 21 contains 3538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132556784.000000 Penalty: 54662.425781
Iteration 30Q: 17 clusters Score -1.325568e+08 nChanged 13064
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 66659 members 
Mstep: Class 5 contains 1068 members 
Mstep: Class 7 contains 28456 members 
Mstep: Class 8 contains 150116 members 
Mstep: Class 10 contains 189411 members 
Mstep: Class 11 contains 9441 members 
Mstep: Class 12 contains 173670 members 
Mstep: Class 13 contains 6266 members 
Mstep: Class 14 contains 15666 members 
Mstep: Class 15 contains 2610 members 
Mstep: Class 16 contains 147785 members 
Mstep: Class 17 contains 6733 members 
Mstep: Class 18 contains 154207 members 
Mstep: Class 20 contains 4402 members 
Mstep: Class 21 contains 3510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132561560.000000 Penalty: 54662.425781
Iteration 31Q: 17 clusters Score -1.325616e+08 nChanged 13320
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 66813 members 
Mstep: Class 5 contains 1073 members 
Mstep: Class 7 contains 28407 members 
Mstep: Class 8 contains 152534 members 
Mstep: Class 10 contains 188206 members 
Mstep: Class 11 contains 9506 members 
Mstep: Class 12 contains 171562 members 
Mstep: Class 13 contains 6331 members 
Mstep: Class 14 contains 15503 members 
Mstep: Class 15 contains 2610 members 
Mstep: Class 16 contains 145782 members 
Mstep: Class 17 contains 6635 members 
Mstep: Class 18 contains 157128 members 
Mstep: Class 20 contains 4404 members 
Mstep: Class 21 contains 3486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132568992.000000 Penalty: 54662.425781
Iteration 32Q: 17 clusters Score -1.32569e+08 nChanged 14158
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 66900 members 
Mstep: Class 5 contains 1077 members 
Mstep: Class 7 contains 28358 members 
Mstep: Class 8 contains 154373 members 
Mstep: Class 10 contains 187059 members 
Mstep: Class 11 contains 9516 members 
Mstep: Class 12 contains 168802 members 
Mstep: Class 13 contains 6436 members 
Mstep: Class 14 contains 15286 members 
Mstep: Class 15 contains 2610 members 
Mstep: Class 16 contains 143769 members 
Mstep: Class 17 contains 6530 members 
Mstep: Class 18 contains 161387 members 
Mstep: Class 20 contains 4404 members 
Mstep: Class 21 contains 3460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132577384.000000 Penalty: 54662.425781
Iteration 33Q: 17 clusters Score -1.325774e+08 nChanged 15780
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 66925 members 
Mstep: Class 5 contains 1081 members 
Mstep: Class 7 contains 28340 members 
Mstep: Class 8 contains 155639 members 
Mstep: Class 10 contains 186080 members 
Mstep: Class 11 contains 9462 members 
Mstep: Class 12 contains 165330 members 
Mstep: Class 13 contains 6527 members 
Mstep: Class 14 contains 15081 members 
Mstep: Class 15 contains 2610 members 
Mstep: Class 16 contains 141653 members 
Mstep: Class 17 contains 6415 members 
Mstep: Class 18 contains 166960 members 
Mstep: Class 20 contains 4404 members 
Mstep: Class 21 contains 3444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132586688.000000 Penalty: 54662.425781
Iteration 34Q: 17 clusters Score -1.325867e+08 nChanged 17882
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 66904 members 
Mstep: Class 5 contains 1081 members 
Mstep: Class 7 contains 28309 members 
Mstep: Class 8 contains 157047 members 
Mstep: Class 10 contains 184974 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 161064 members 
Mstep: Class 13 contains 6667 members 
Mstep: Class 14 contains 14849 members 
Mstep: Class 15 contains 2610 members 
Mstep: Class 16 contains 139453 members 
Mstep: Class 17 contains 6309 members 
Mstep: Class 18 contains 173558 members 
Mstep: Class 20 contains 4404 members 
Mstep: Class 21 contains 3423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132592504.000000 Penalty: 54662.425781
Iteration 35Q: 17 clusters Score -1.325925e+08 nChanged 19986
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 66930 members 
Mstep: Class 5 contains 1080 members 
Mstep: Class 7 contains 28294 members 
Mstep: Class 8 contains 158668 members 
Mstep: Class 10 contains 183738 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 156576 members 
Mstep: Class 13 contains 6846 members 
Mstep: Class 14 contains 14606 members 
Mstep: Class 15 contains 2610 members 
Mstep: Class 16 contains 137454 members 
Mstep: Class 17 contains 6203 members 
Mstep: Class 18 contains 180023 members 
Mstep: Class 20 contains 4403 members 
Mstep: Class 21 contains 3407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132592904.000000 Penalty: 54662.425781
Iteration 36Q: 17 clusters Score -1.325929e+08 nChanged 20607
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 66956 members 
Mstep: Class 5 contains 1077 members 
Mstep: Class 7 contains 28260 members 
Mstep: Class 8 contains 160510 members 
Mstep: Class 10 contains 182629 members 
Mstep: Class 11 contains 8980 members 
Mstep: Class 12 contains 152735 members 
Mstep: Class 13 contains 7042 members 
Mstep: Class 14 contains 14384 members 
Mstep: Class 15 contains 2610 members 
Mstep: Class 16 contains 135834 members 
Mstep: Class 17 contains 6113 members 
Mstep: Class 18 contains 184990 members 
Mstep: Class 20 contains 4404 members 
Mstep: Class 21 contains 3390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132590768.000000 Penalty: 54662.425781
Iteration 37Q: 17 clusters Score -1.325908e+08 nChanged 19109
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 66963 members 
Mstep: Class 5 contains 1076 members 
Mstep: Class 7 contains 28244 members 
Mstep: Class 8 contains 162840 members 
Mstep: Class 10 contains 181674 members 
Mstep: Class 11 contains 8912 members 
Mstep: Class 12 contains 149753 members 
Mstep: Class 13 contains 7272 members 
Mstep: Class 14 contains 14276 members 
Mstep: Class 15 contains 2610 members 
Mstep: Class 16 contains 134594 members 
Mstep: Class 17 contains 6006 members 
Mstep: Class 18 contains 187913 members 
Mstep: Class 20 contains 4403 members 
Mstep: Class 21 contains 3369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132586488.000000 Penalty: 54662.425781
Iteration 38Q: 17 clusters Score -1.325865e+08 nChanged 16149
Entering ConstructFrom: 
Score: -132586488.000000 Penalty: 54662.425781
Entering ConstructFrom: 
Trying to split cluster 1 (1117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Entering Unmasked Estep 
Score: -144107.015625 Penalty: 1740.563599
	Iteration 0F: 2 clusters Score -144107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -142161.640625 Penalty: 3481.127197
	Iteration 0F: 3 clusters Score -142161.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -142579.859375 Penalty: 3481.127197
	Iteration 1F: 3 clusters Score -142579.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -142763.843750 Penalty: 3481.127197
	Iteration 2F: 3 clusters Score -142763.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -142927.171875 Penalty: 3481.127197
	Iteration 3F: 3 clusters Score -142927.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -143120.328125 Penalty: 3481.127197
	Iteration 4F: 3 clusters Score -143120.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -143302.546875 Penalty: 3481.127197
	Iteration 5F: 3 clusters Score -143302.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -143481.421875 Penalty: 3481.127197
	Iteration 6F: 3 clusters Score -143481.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -143731.406250 Penalty: 3481.127197
	Iteration 7F: 3 clusters Score -143731.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -143960.640625 Penalty: 3481.127197
	Iteration 8Q: 3 clusters Score -143960.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -144121.031250 Penalty: 3481.127197
	Iteration 9Q: 3 clusters Score -144121 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -144238.296875 Penalty: 3481.127197
	Iteration 10Q: 3 clusters Score -144238.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -144349.187500 Penalty: 3481.127197
	Iteration 11Q: 3 clusters Score -144349.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -144474.125000 Penalty: 3481.127197
	Iteration 12Q: 3 clusters Score -144474.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -144592.437500 Penalty: 3481.127197
	Iteration 13Q: 3 clusters Score -144592.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -144663.562500 Penalty: 3481.127197
	Iteration 14Q: 3 clusters Score -144663.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -144676.828125 Penalty: 3481.127197
	Iteration 15Q: 3 clusters Score -144676.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -144687.203125 Penalty: 3481.127197
	Iteration 16Q: 3 clusters Score -144687.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -144688.671875 Penalty: 3481.127197
	Iteration 17Q: 3 clusters Score -144688.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -144729.828125 Penalty: 3481.127197
	Iteration 18F: 3 clusters Score -144729.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -144793.968750 Penalty: 3481.127197
	Iteration 19Q: 3 clusters Score -144794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -144868.718750 Penalty: 3481.127197
	Iteration 20F: 3 clusters Score -144868.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -144888.375000 Penalty: 3481.127197
	Iteration 21Q: 3 clusters Score -144888.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -144902.328125 Penalty: 3481.127197
	Iteration 22Q: 3 clusters Score -144902.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -144909.109375 Penalty: 3481.127197
	Iteration 23Q: 3 clusters Score -144909.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -144911.031250 Penalty: 3481.127197
	Iteration 24Q: 3 clusters Score -144911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -144911.937500 Penalty: 3481.127197
	Iteration 25Q: 3 clusters Score -144911.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -144913.406250 Penalty: 3481.127197
	Iteration 26Q: 3 clusters Score -144913.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -144913.406250 Penalty: 3481.127197
	Iteration 27F: 3 clusters Score -144913.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 67007 members 
Mstep: Class 3 contains 460 members 
Mstep: Class 5 contains 1076 members 
Mstep: Class 7 contains 28218 members 
Mstep: Class 8 contains 165389 members 
Mstep: Class 10 contains 180779 members 
Mstep: Class 11 contains 8882 members 
Mstep: Class 12 contains 147481 members 
Mstep: Class 13 contains 7568 members 
Mstep: Class 14 contains 14199 members 
Mstep: Class 15 contains 2610 members 
Mstep: Class 16 contains 133739 members 
Mstep: Class 17 contains 5928 members 
Mstep: Class 18 contains 189250 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 21 contains 3364 members 
Entering Unmasked Estep 
Score: -132580400.000000 Penalty: 58078.828125
Splitting cluster 1 changes total score from -132586488.000000 to -132580400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (67007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67007 members 
Entering Unmasked Estep 
Score: -9439360.000000 Penalty: 2755.913086
	Iteration 0F: 2 clusters Score -9439360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
Score: -9394416.000000 Penalty: 5511.826172
	Iteration 0F: 3 clusters Score -9394416 nChanged 31334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -9411930.000000 Penalty: 5511.826172
	Iteration 1F: 3 clusters Score -9411930 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -9412573.000000 Penalty: 5511.826172
	Iteration 2Q: 3 clusters Score -9412573 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -9413229.000000 Penalty: 5511.826172
	Iteration 3Q: 3 clusters Score -9413229 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37637 members 
Mstep: Class 2 contains 29370 members 
Entering Unmasked Estep 
Score: -9413984.000000 Penalty: 5511.826172
	Iteration 4Q: 3 clusters Score -9413984 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -9415089.000000 Penalty: 5511.826172
	Iteration 5Q: 3 clusters Score -9415089 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42304 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -9416642.000000 Penalty: 5511.826172
	Iteration 6Q: 3 clusters Score -9416642 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -9419018.000000 Penalty: 5511.826172
	Iteration 7F: 3 clusters Score -9419018 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50331 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -9422489.000000 Penalty: 5511.826172
	Iteration 8F: 3 clusters Score -9422489 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55296 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -9426750.000000 Penalty: 5511.826172
	Iteration 9F: 3 clusters Score -9426750 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59799 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -9430898.000000 Penalty: 5511.826172
	Iteration 10F: 3 clusters Score -9430898 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63102 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -9433887.000000 Penalty: 5511.826172
	Iteration 11Q: 3 clusters Score -9433887 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64963 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -9435525.000000 Penalty: 5511.826172
	Iteration 12Q: 3 clusters Score -9435525 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65834 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -9436221.000000 Penalty: 5511.826172
	Iteration 13Q: 3 clusters Score -9436221 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66204 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -9436579.000000 Penalty: 5511.826172
	Iteration 14Q: 3 clusters Score -9436579 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66355 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -9436751.000000 Penalty: 5511.826172
	Iteration 15Q: 3 clusters Score -9436751 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66435 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -9436845.000000 Penalty: 5511.826172
	Iteration 16Q: 3 clusters Score -9436845 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66496 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -9436889.000000 Penalty: 5511.826172
	Iteration 17Q: 3 clusters Score -9436889 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66529 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -9436941.000000 Penalty: 5511.826172
	Iteration 18Q: 3 clusters Score -9436941 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66547 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -9436955.000000 Penalty: 5511.826172
	Iteration 19Q: 3 clusters Score -9436955 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66561 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -9436962.000000 Penalty: 5511.826172
	Iteration 20F: 3 clusters Score -9436962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66573 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -9436981.000000 Penalty: 5511.826172
	Iteration 21Q: 3 clusters Score -9436981 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66587 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -9436995.000000 Penalty: 5511.826172
	Iteration 22Q: 3 clusters Score -9436995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66596 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -9436995.000000 Penalty: 5511.826172
	Iteration 23Q: 3 clusters Score -9436995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66598 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -9437009.000000 Penalty: 5511.826172
	Iteration 24Q: 3 clusters Score -9437009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66603 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -9437013.000000 Penalty: 5511.826172
	Iteration 25Q: 3 clusters Score -9437013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66608 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -9437027.000000 Penalty: 5511.826172
	Iteration 26Q: 3 clusters Score -9437027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66610 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -9437026.000000 Penalty: 5511.826172
	Iteration 27Q: 3 clusters Score -9437026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66610 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -9437026.000000 Penalty: 5511.826172
	Iteration 28Q: 3 clusters Score -9437026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66612 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -9437032.000000 Penalty: 5511.826172
	Iteration 29Q: 3 clusters Score -9437032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66614 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -9437030.000000 Penalty: 5511.826172
	Iteration 30Q: 3 clusters Score -9437030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66614 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -9437028.000000 Penalty: 5511.826172
	Iteration 31Q: 3 clusters Score -9437028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66616 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9437043.000000 Penalty: 5511.826172
	Iteration 32Q: 3 clusters Score -9437043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66616 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9437045.000000 Penalty: 5511.826172
	Iteration 33Q: 3 clusters Score -9437045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66615 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9437045.000000 Penalty: 5511.826172
	Iteration 34Q: 3 clusters Score -9437045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66615 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9437045.000000 Penalty: 5511.826172
	Iteration 35F: 3 clusters Score -9437045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Entering Unmasked Estep 
Score: -143380.328125 Penalty: 1731.289429
	Iteration 0F: 2 clusters Score -143380.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -141393.625000 Penalty: 3462.578857
	Iteration 0F: 3 clusters Score -141393.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -141693.171875 Penalty: 3462.578857
	Iteration 1F: 3 clusters Score -141693.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -141774.828125 Penalty: 3462.578857
	Iteration 2F: 3 clusters Score -141774.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -141810.921875 Penalty: 3462.578857
	Iteration 3Q: 3 clusters Score -141810.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -141832.546875 Penalty: 3462.578857
	Iteration 4Q: 3 clusters Score -141832.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -141847.375000 Penalty: 3462.578857
	Iteration 5Q: 3 clusters Score -141847.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -141866.421875 Penalty: 3462.578857
	Iteration 6Q: 3 clusters Score -141866.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -141868.609375 Penalty: 3462.578857
	Iteration 7Q: 3 clusters Score -141868.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -141871.890625 Penalty: 3462.578857
	Iteration 8Q: 3 clusters Score -141871.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -141875.234375 Penalty: 3462.578857
	Iteration 9Q: 3 clusters Score -141875.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -141876.968750 Penalty: 3462.578857
	Iteration 10Q: 3 clusters Score -141877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -141878.062500 Penalty: 3462.578857
	Iteration 11Q: 3 clusters Score -141878.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -141878.796875 Penalty: 3462.578857
	Iteration 12Q: 3 clusters Score -141878.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -141879.265625 Penalty: 3462.578857
	Iteration 13Q: 3 clusters Score -141879.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -141881.078125 Penalty: 3462.578857
	Iteration 14Q: 3 clusters Score -141881.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -141881.078125 Penalty: 3462.578857
	Iteration 15F: 3 clusters Score -141881.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Entering Unmasked Estep 
Score: -3838043.750000 Penalty: 2541.433350
	Iteration 0F: 2 clusters Score -3838044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -3818502.750000 Penalty: 5082.866699
	Iteration 0F: 3 clusters Score -3818503 nChanged 12690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -3825594.000000 Penalty: 5082.866699
	Iteration 1F: 3 clusters Score -3825594 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -3826106.750000 Penalty: 5082.866699
	Iteration 2Q: 3 clusters Score -3826107 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -3826726.750000 Penalty: 5082.866699
	Iteration 3Q: 3 clusters Score -3826727 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -3827628.000000 Penalty: 5082.866699
	Iteration 4F: 3 clusters Score -3827628 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -3829029.750000 Penalty: 5082.866699
	Iteration 5F: 3 clusters Score -3829030 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -3830777.500000 Penalty: 5082.866699
	Iteration 6F: 3 clusters Score -3830778 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -3832643.750000 Penalty: 5082.866699
	Iteration 7F: 3 clusters Score -3832644 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -3834274.000000 Penalty: 5082.866699
	Iteration 8F: 3 clusters Score -3834274 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -3835446.500000 Penalty: 5082.866699
	Iteration 9Q: 3 clusters Score -3835446 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -3836282.000000 Penalty: 5082.866699
	Iteration 10Q: 3 clusters Score -3836282 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -3836925.500000 Penalty: 5082.866699
	Iteration 11Q: 3 clusters Score -3836926 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -3837229.750000 Penalty: 5082.866699
	Iteration 12Q: 3 clusters Score -3837230 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -3837339.000000 Penalty: 5082.866699
	Iteration 13Q: 3 clusters Score -3837339 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -3837388.000000 Penalty: 5082.866699
	Iteration 14Q: 3 clusters Score -3837388 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -3837403.750000 Penalty: 5082.866699
	Iteration 15Q: 3 clusters Score -3837404 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -3837410.500000 Penalty: 5082.866699
	Iteration 16Q: 3 clusters Score -3837410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -3837421.250000 Penalty: 5082.866699
	Iteration 17Q: 3 clusters Score -3837421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -3837427.500000 Penalty: 5082.866699
	Iteration 18Q: 3 clusters Score -3837428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -3837431.250000 Penalty: 5082.866699
	Iteration 19Q: 3 clusters Score -3837431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -3837430.750000 Penalty: 5082.866699
	Iteration 20F: 3 clusters Score -3837431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -3837437.250000 Penalty: 5082.866699
	Iteration 21Q: 3 clusters Score -3837437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -3837445.000000 Penalty: 5082.866699
	Iteration 22Q: 3 clusters Score -3837445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -3837445.250000 Penalty: 5082.866699
	Iteration 23Q: 3 clusters Score -3837445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -3837444.000000 Penalty: 5082.866699
	Iteration 24Q: 3 clusters Score -3837444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -3837444.250000 Penalty: 5082.866699
	Iteration 25Q: 3 clusters Score -3837444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -3837447.750000 Penalty: 5082.866699
	Iteration 26Q: 3 clusters Score -3837448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -3837443.750000 Penalty: 5082.866699
	Iteration 27Q: 3 clusters Score -3837444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -3837443.750000 Penalty: 5082.866699
	Iteration 28F: 3 clusters Score -3837444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (165389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165389 members 
Entering Unmasked Estep 
Score: -23152910.000000 Penalty: 2979.981689
	Iteration 0F: 2 clusters Score -2.315291e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82356 members 
Mstep: Class 2 contains 83033 members 
Entering Unmasked Estep 
Score: -23051130.000000 Penalty: 5959.963379
	Iteration 0F: 3 clusters Score -2.305113e+07 nChanged 79133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75243 members 
Mstep: Class 2 contains 90146 members 
Entering Unmasked Estep 
Score: -23098340.000000 Penalty: 5959.963379
	Iteration 1F: 3 clusters Score -2.309834e+07 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70802 members 
Mstep: Class 2 contains 94587 members 
Entering Unmasked Estep 
Score: -23100526.000000 Penalty: 5959.963379
	Iteration 2Q: 3 clusters Score -2.310053e+07 nChanged 8084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64404 members 
Mstep: Class 2 contains 100985 members 
Entering Unmasked Estep 
Score: -23103490.000000 Penalty: 5959.963379
	Iteration 3Q: 3 clusters Score -2.310349e+07 nChanged 9982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55486 members 
Mstep: Class 2 contains 109903 members 
Entering Unmasked Estep 
Score: -23107902.000000 Penalty: 5959.963379
	Iteration 4F: 3 clusters Score -2.31079e+07 nChanged 12032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43990 members 
Mstep: Class 2 contains 121399 members 
Entering Unmasked Estep 
Score: -23114736.000000 Penalty: 5959.963379
	Iteration 5F: 3 clusters Score -2.311474e+07 nChanged 13019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 134176 members 
Entering Unmasked Estep 
Score: -23123312.000000 Penalty: 5959.963379
	Iteration 6F: 3 clusters Score -2.312331e+07 nChanged 11953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 146033 members 
Entering Unmasked Estep 
Score: -23132634.000000 Penalty: 5959.963379
	Iteration 7F: 3 clusters Score -2.313263e+07 nChanged 9117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 155104 members 
Entering Unmasked Estep 
Score: -23140508.000000 Penalty: 5959.963379
	Iteration 8F: 3 clusters Score -2.314051e+07 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 160700 members 
Entering Unmasked Estep 
Score: -23146366.000000 Penalty: 5959.963379
	Iteration 9Q: 3 clusters Score -2.314637e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 163361 members 
Entering Unmasked Estep 
Score: -23148570.000000 Penalty: 5959.963379
	Iteration 10Q: 3 clusters Score -2.314857e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 164348 members 
Entering Unmasked Estep 
Score: -23149506.000000 Penalty: 5959.963379
	Iteration 11Q: 3 clusters Score -2.314951e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 164693 members 
Entering Unmasked Estep 
Score: -23149970.000000 Penalty: 5959.963379
	Iteration 12Q: 3 clusters Score -2.314997e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 164816 members 
Entering Unmasked Estep 
Score: -23150096.000000 Penalty: 5959.963379
	Iteration 13Q: 3 clusters Score -2.31501e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 164869 members 
Entering Unmasked Estep 
Score: -23150166.000000 Penalty: 5959.963379
	Iteration 14Q: 3 clusters Score -2.315017e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 164891 members 
Entering Unmasked Estep 
Score: -23150224.000000 Penalty: 5959.963379
	Iteration 15Q: 3 clusters Score -2.315022e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 164907 members 
Entering Unmasked Estep 
Score: -23150262.000000 Penalty: 5959.963379
	Iteration 16Q: 3 clusters Score -2.315026e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 164927 members 
Entering Unmasked Estep 
Score: -23150322.000000 Penalty: 5959.963379
	Iteration 17Q: 3 clusters Score -2.315032e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 164939 members 
Entering Unmasked Estep 
Score: -23150342.000000 Penalty: 5959.963379
	Iteration 18Q: 3 clusters Score -2.315034e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 164948 members 
Entering Unmasked Estep 
Score: -23150336.000000 Penalty: 5959.963379
	Iteration 19Q: 3 clusters Score -2.315034e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 164952 members 
Entering Unmasked Estep 
Score: -23150340.000000 Penalty: 5959.963379
	Iteration 20F: 3 clusters Score -2.315034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 164954 members 
Entering Unmasked Estep 
Score: -23150344.000000 Penalty: 5959.963379
	Iteration 21Q: 3 clusters Score -2.315034e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 164961 members 
Entering Unmasked Estep 
Score: -23150362.000000 Penalty: 5959.963379
	Iteration 22Q: 3 clusters Score -2.315036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 164960 members 
Entering Unmasked Estep 
Score: -23150362.000000 Penalty: 5959.963379
	Iteration 23Q: 3 clusters Score -2.315036e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 164962 members 
Entering Unmasked Estep 
Score: -23150350.000000 Penalty: 5959.963379
	Iteration 24Q: 3 clusters Score -2.315035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 164964 members 
Entering Unmasked Estep 
Score: -23150362.000000 Penalty: 5959.963379
	Iteration 25Q: 3 clusters Score -2.315036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 164964 members 
Entering Unmasked Estep 
Score: -23150380.000000 Penalty: 5959.963379
	Iteration 26Q: 3 clusters Score -2.315038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 164965 members 
Entering Unmasked Estep 
Score: -23150386.000000 Penalty: 5959.963379
	Iteration 27Q: 3 clusters Score -2.315039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 164968 members 
Entering Unmasked Estep 
Score: -23150388.000000 Penalty: 5959.963379
	Iteration 28Q: 3 clusters Score -2.315039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 164972 members 
Entering Unmasked Estep 
Score: -23150380.000000 Penalty: 5959.963379
	Iteration 29Q: 3 clusters Score -2.315038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 164976 members 
Entering Unmasked Estep 
Score: -23150386.000000 Penalty: 5959.963379
	Iteration 30Q: 3 clusters Score -2.315039e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 164982 members 
Entering Unmasked Estep 
Score: -23150398.000000 Penalty: 5959.963379
	Iteration 31Q: 3 clusters Score -2.31504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 164986 members 
Entering Unmasked Estep 
Score: -23150406.000000 Penalty: 5959.963379
	Iteration 32Q: 3 clusters Score -2.315041e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 164986 members 
Entering Unmasked Estep 
Score: -23150416.000000 Penalty: 5959.963379
	Iteration 33Q: 3 clusters Score -2.315042e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 164988 members 
Entering Unmasked Estep 
Score: -23150424.000000 Penalty: 5959.963379
	Iteration 34Q: 3 clusters Score -2.315042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 164988 members 
Entering Unmasked Estep 
Score: -23150438.000000 Penalty: 5959.963379
	Iteration 35Q: 3 clusters Score -2.315044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 164988 members 
Entering Unmasked Estep 
Score: -23150434.000000 Penalty: 5959.963379
	Iteration 36Q: 3 clusters Score -2.315043e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 164988 members 
Entering Unmasked Estep 
Score: -23150434.000000 Penalty: 5959.963379
	Iteration 37F: 3 clusters Score -2.315043e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (180779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180779 members 
Entering Unmasked Estep 
Score: -25186248.000000 Penalty: 3002.047607
	Iteration 0F: 2 clusters Score -2.518625e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90697 members 
Mstep: Class 2 contains 90082 members 
Entering Unmasked Estep 
Score: -25082844.000000 Penalty: 6004.095215
	Iteration 0F: 3 clusters Score -2.508284e+07 nChanged 86794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94827 members 
Mstep: Class 2 contains 85952 members 
Entering Unmasked Estep 
Score: -25133518.000000 Penalty: 6004.095215
	Iteration 1F: 3 clusters Score -2.513352e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97181 members 
Mstep: Class 2 contains 83598 members 
Entering Unmasked Estep 
Score: -25134686.000000 Penalty: 6004.095215
	Iteration 2Q: 3 clusters Score -2.513469e+07 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100646 members 
Mstep: Class 2 contains 80133 members 
Entering Unmasked Estep 
Score: -25136806.000000 Penalty: 6004.095215
	Iteration 3Q: 3 clusters Score -2.513681e+07 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105669 members 
Mstep: Class 2 contains 75110 members 
Entering Unmasked Estep 
Score: -25140580.000000 Penalty: 6004.095215
	Iteration 4Q: 3 clusters Score -2.514058e+07 nChanged 9074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112361 members 
Mstep: Class 2 contains 68418 members 
Entering Unmasked Estep 
Score: -25146328.000000 Penalty: 6004.095215
	Iteration 5F: 3 clusters Score -2.514633e+07 nChanged 10453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120392 members 
Mstep: Class 2 contains 60387 members 
Entering Unmasked Estep 
Score: -25154074.000000 Penalty: 6004.095215
	Iteration 6F: 3 clusters Score -2.515407e+07 nChanged 11146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129148 members 
Mstep: Class 2 contains 51631 members 
Entering Unmasked Estep 
Score: -25162618.000000 Penalty: 6004.095215
	Iteration 7F: 3 clusters Score -2.516262e+07 nChanged 10668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137738 members 
Mstep: Class 2 contains 43041 members 
Entering Unmasked Estep 
Score: -25170240.000000 Penalty: 6004.095215
	Iteration 8F: 3 clusters Score -2.517024e+07 nChanged 9382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145578 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -25176958.000000 Penalty: 6004.095215
	Iteration 9F: 3 clusters Score -2.517696e+07 nChanged 7780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152302 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -25182386.000000 Penalty: 6004.095215
	Iteration 10Q: 3 clusters Score -2.518239e+07 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157832 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -25185816.000000 Penalty: 6004.095215
	Iteration 11Q: 3 clusters Score -2.518582e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162303 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -25187674.000000 Penalty: 6004.095215
	Iteration 12Q: 3 clusters Score -2.518767e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165986 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -25188548.000000 Penalty: 6004.095215
	Iteration 13Q: 3 clusters Score -2.518855e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168948 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -25188720.000000 Penalty: 6004.095215
	Iteration 14Q: 3 clusters Score -2.518872e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171258 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -25188182.000000 Penalty: 6004.095215
	Iteration 15Q: 3 clusters Score -2.518818e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172914 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -25187874.000000 Penalty: 6004.095215
	Iteration 16Q: 3 clusters Score -2.518787e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174181 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -25187534.000000 Penalty: 6004.095215
	Iteration 17Q: 3 clusters Score -2.518753e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175113 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -25187318.000000 Penalty: 6004.095215
	Iteration 18Q: 3 clusters Score -2.518732e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175839 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -25187078.000000 Penalty: 6004.095215
	Iteration 19Q: 3 clusters Score -2.518708e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176400 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -25186848.000000 Penalty: 6004.095215
	Iteration 20F: 3 clusters Score -2.518685e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176837 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -25186640.000000 Penalty: 6004.095215
	Iteration 21Q: 3 clusters Score -2.518664e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177173 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -25186614.000000 Penalty: 6004.095215
	Iteration 22Q: 3 clusters Score -2.518661e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177442 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -25186492.000000 Penalty: 6004.095215
	Iteration 23Q: 3 clusters Score -2.518649e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177648 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -25186392.000000 Penalty: 6004.095215
	Iteration 24Q: 3 clusters Score -2.518639e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177830 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -25186330.000000 Penalty: 6004.095215
	Iteration 25Q: 3 clusters Score -2.518633e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178003 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -25186266.000000 Penalty: 6004.095215
	Iteration 26Q: 3 clusters Score -2.518627e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178157 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -25186104.000000 Penalty: 6004.095215
	Iteration 27Q: 3 clusters Score -2.51861e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178301 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -25186072.000000 Penalty: 6004.095215
	Iteration 28Q: 3 clusters Score -2.518607e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178396 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -25186052.000000 Penalty: 6004.095215
	Iteration 29Q: 3 clusters Score -2.518605e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178466 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -25185980.000000 Penalty: 6004.095215
	Iteration 30Q: 3 clusters Score -2.518598e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178532 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -25185976.000000 Penalty: 6004.095215
	Iteration 31Q: 3 clusters Score -2.518598e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178579 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -25185960.000000 Penalty: 6004.095215
	Iteration 32Q: 3 clusters Score -2.518596e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178625 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -25185916.000000 Penalty: 6004.095215
	Iteration 33Q: 3 clusters Score -2.518592e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178675 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -25185902.000000 Penalty: 6004.095215
	Iteration 34Q: 3 clusters Score -2.51859e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178714 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -25185882.000000 Penalty: 6004.095215
	Iteration 35Q: 3 clusters Score -2.518588e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178740 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -25185890.000000 Penalty: 6004.095215
	Iteration 36Q: 3 clusters Score -2.518589e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178765 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -25185868.000000 Penalty: 6004.095215
	Iteration 37Q: 3 clusters Score -2.518587e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178809 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -25185852.000000 Penalty: 6004.095215
	Iteration 38Q: 3 clusters Score -2.518585e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178824 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -25185864.000000 Penalty: 6004.095215
	Iteration 39Q: 3 clusters Score -2.518586e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178850 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -25185886.000000 Penalty: 6004.095215
	Iteration 40F: 3 clusters Score -2.518589e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178876 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -25185876.000000 Penalty: 6004.095215
	Iteration 41Q: 3 clusters Score -2.518588e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178905 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -25185870.000000 Penalty: 6004.095215
	Iteration 42Q: 3 clusters Score -2.518587e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178921 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -25185888.000000 Penalty: 6004.095215
	Iteration 43Q: 3 clusters Score -2.518589e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178932 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -25185904.000000 Penalty: 6004.095215
	Iteration 44Q: 3 clusters Score -2.51859e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178941 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -25185928.000000 Penalty: 6004.095215
	Iteration 45Q: 3 clusters Score -2.518593e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178948 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -25185922.000000 Penalty: 6004.095215
	Iteration 46Q: 3 clusters Score -2.518592e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178956 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -25185898.000000 Penalty: 6004.095215
	Iteration 47Q: 3 clusters Score -2.51859e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178966 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -25185878.000000 Penalty: 6004.095215
	Iteration 48Q: 3 clusters Score -2.518588e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178974 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -25185886.000000 Penalty: 6004.095215
	Iteration 49Q: 3 clusters Score -2.518589e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178978 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -25185888.000000 Penalty: 6004.095215
	Iteration 50Q: 3 clusters Score -2.518589e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178987 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -25185882.000000 Penalty: 6004.095215
	Iteration 51Q: 3 clusters Score -2.518588e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178998 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -25185848.000000 Penalty: 6004.095215
	Iteration 52Q: 3 clusters Score -2.518585e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179002 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -25185854.000000 Penalty: 6004.095215
	Iteration 53Q: 3 clusters Score -2.518585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179003 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -25185844.000000 Penalty: 6004.095215
	Iteration 54Q: 3 clusters Score -2.518584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179006 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -25185840.000000 Penalty: 6004.095215
	Iteration 55Q: 3 clusters Score -2.518584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179008 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -25185844.000000 Penalty: 6004.095215
	Iteration 56Q: 3 clusters Score -2.518584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179010 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -25185858.000000 Penalty: 6004.095215
	Iteration 57Q: 3 clusters Score -2.518586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179013 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -25185852.000000 Penalty: 6004.095215
	Iteration 58Q: 3 clusters Score -2.518585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179014 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -25185858.000000 Penalty: 6004.095215
	Iteration 59Q: 3 clusters Score -2.518586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179013 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -25185850.000000 Penalty: 6004.095215
	Iteration 60F: 3 clusters Score -2.518585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179011 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -25185858.000000 Penalty: 6004.095215
	Iteration 61Q: 3 clusters Score -2.518586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179010 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -25185852.000000 Penalty: 6004.095215
	Iteration 62Q: 3 clusters Score -2.518585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179009 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -25185856.000000 Penalty: 6004.095215
	Iteration 63Q: 3 clusters Score -2.518586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179009 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -25185846.000000 Penalty: 6004.095215
	Iteration 64Q: 3 clusters Score -2.518585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179008 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -25185850.000000 Penalty: 6004.095215
	Iteration 65Q: 3 clusters Score -2.518585e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179008 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -25185850.000000 Penalty: 6004.095215
	Iteration 66F: 3 clusters Score -2.518585e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Entering Unmasked Estep 
Score: -1217211.000000 Penalty: 2254.761719
	Iteration 0F: 2 clusters Score -1217211 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 4468 members 
Entering Unmasked Estep 
Score: -1210277.625000 Penalty: 4509.523438
	Iteration 0F: 3 clusters Score -1210278 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1212243.375000 Penalty: 4509.523438
	Iteration 1F: 3 clusters Score -1212243 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1212568.750000 Penalty: 4509.523438
	Iteration 2F: 3 clusters Score -1212569 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1212799.875000 Penalty: 4509.523438
	Iteration 3F: 3 clusters Score -1212800 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1212937.375000 Penalty: 4509.523438
	Iteration 4Q: 3 clusters Score -1212937 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1213028.250000 Penalty: 4509.523438
	Iteration 5Q: 3 clusters Score -1213028 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1213100.125000 Penalty: 4509.523438
	Iteration 6Q: 3 clusters Score -1213100 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1213156.375000 Penalty: 4509.523438
	Iteration 7Q: 3 clusters Score -1213156 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1213211.750000 Penalty: 4509.523438
	Iteration 8Q: 3 clusters Score -1213212 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1213262.250000 Penalty: 4509.523438
	Iteration 9Q: 3 clusters Score -1213262 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1213312.125000 Penalty: 4509.523438
	Iteration 10Q: 3 clusters Score -1213312 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1213352.625000 Penalty: 4509.523438
	Iteration 11Q: 3 clusters Score -1213353 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1213389.000000 Penalty: 4509.523438
	Iteration 12Q: 3 clusters Score -1213389 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1213426.125000 Penalty: 4509.523438
	Iteration 13Q: 3 clusters Score -1213426 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1213462.875000 Penalty: 4509.523438
	Iteration 14Q: 3 clusters Score -1213463 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1213501.125000 Penalty: 4509.523438
	Iteration 15Q: 3 clusters Score -1213501 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1213530.875000 Penalty: 4509.523438
	Iteration 16Q: 3 clusters Score -1213531 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1213572.000000 Penalty: 4509.523438
	Iteration 17Q: 3 clusters Score -1213572 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1213617.625000 Penalty: 4509.523438
	Iteration 18Q: 3 clusters Score -1213618 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1213650.125000 Penalty: 4509.523438
	Iteration 19Q: 3 clusters Score -1213650 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1213688.000000 Penalty: 4509.523438
	Iteration 20F: 3 clusters Score -1213688 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1213730.375000 Penalty: 4509.523438
	Iteration 21Q: 3 clusters Score -1213730 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1213768.125000 Penalty: 4509.523438
	Iteration 22Q: 3 clusters Score -1213768 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1213821.125000 Penalty: 4509.523438
	Iteration 23Q: 3 clusters Score -1213821 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1213860.125000 Penalty: 4509.523438
	Iteration 24Q: 3 clusters Score -1213860 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1213913.875000 Penalty: 4509.523438
	Iteration 25Q: 3 clusters Score -1213914 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1213982.375000 Penalty: 4509.523438
	Iteration 26Q: 3 clusters Score -1213982 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1214043.000000 Penalty: 4509.523438
	Iteration 27Q: 3 clusters Score -1214043 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1214133.750000 Penalty: 4509.523438
	Iteration 28Q: 3 clusters Score -1214134 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1214218.625000 Penalty: 4509.523438
	Iteration 29Q: 3 clusters Score -1214219 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1214300.375000 Penalty: 4509.523438
	Iteration 30Q: 3 clusters Score -1214300 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1214375.875000 Penalty: 4509.523438
	Iteration 31Q: 3 clusters Score -1214376 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1214438.000000 Penalty: 4509.523438
	Iteration 32Q: 3 clusters Score -1214438 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1214501.625000 Penalty: 4509.523438
	Iteration 33Q: 3 clusters Score -1214502 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1214556.750000 Penalty: 4509.523438
	Iteration 34Q: 3 clusters Score -1214557 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1214610.750000 Penalty: 4509.523438
	Iteration 35Q: 3 clusters Score -1214611 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1214658.625000 Penalty: 4509.523438
	Iteration 36Q: 3 clusters Score -1214659 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1214706.875000 Penalty: 4509.523438
	Iteration 37Q: 3 clusters Score -1214707 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1214734.625000 Penalty: 4509.523438
	Iteration 38Q: 3 clusters Score -1214735 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1214758.375000 Penalty: 4509.523438
	Iteration 39Q: 3 clusters Score -1214758 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1214781.250000 Penalty: 4509.523438
	Iteration 40F: 3 clusters Score -1214781 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1214806.250000 Penalty: 4509.523438
	Iteration 41Q: 3 clusters Score -1214806 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1214829.125000 Penalty: 4509.523438
	Iteration 42Q: 3 clusters Score -1214829 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1214853.750000 Penalty: 4509.523438
	Iteration 43Q: 3 clusters Score -1214854 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1214884.625000 Penalty: 4509.523438
	Iteration 44Q: 3 clusters Score -1214885 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1214914.000000 Penalty: 4509.523438
	Iteration 45Q: 3 clusters Score -1214914 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1214938.375000 Penalty: 4509.523438
	Iteration 46Q: 3 clusters Score -1214938 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1214959.125000 Penalty: 4509.523438
	Iteration 47Q: 3 clusters Score -1214959 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1214982.750000 Penalty: 4509.523438
	Iteration 48Q: 3 clusters Score -1214983 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1214995.875000 Penalty: 4509.523438
	Iteration 49Q: 3 clusters Score -1214996 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1215008.625000 Penalty: 4509.523438
	Iteration 50Q: 3 clusters Score -1215009 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1215026.625000 Penalty: 4509.523438
	Iteration 51Q: 3 clusters Score -1215027 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1215042.875000 Penalty: 4509.523438
	Iteration 52Q: 3 clusters Score -1215043 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1215055.875000 Penalty: 4509.523438
	Iteration 53Q: 3 clusters Score -1215056 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1215062.750000 Penalty: 4509.523438
	Iteration 54Q: 3 clusters Score -1215063 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1215065.500000 Penalty: 4509.523438
	Iteration 55Q: 3 clusters Score -1215066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1215069.250000 Penalty: 4509.523438
	Iteration 56Q: 3 clusters Score -1215069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1215071.500000 Penalty: 4509.523438
	Iteration 57Q: 3 clusters Score -1215072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1215076.750000 Penalty: 4509.523438
	Iteration 58Q: 3 clusters Score -1215077 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1215081.375000 Penalty: 4509.523438
	Iteration 59Q: 3 clusters Score -1215081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1215090.375000 Penalty: 4509.523438
	Iteration 60F: 3 clusters Score -1215090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1215094.375000 Penalty: 4509.523438
	Iteration 61Q: 3 clusters Score -1215094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1215100.625000 Penalty: 4509.523438
	Iteration 62Q: 3 clusters Score -1215101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1215103.875000 Penalty: 4509.523438
	Iteration 63Q: 3 clusters Score -1215104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1215108.250000 Penalty: 4509.523438
	Iteration 64Q: 3 clusters Score -1215108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1215113.750000 Penalty: 4509.523438
	Iteration 65Q: 3 clusters Score -1215114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1215120.000000 Penalty: 4509.523438
	Iteration 66Q: 3 clusters Score -1215120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1215123.750000 Penalty: 4509.523438
	Iteration 67Q: 3 clusters Score -1215124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1215131.250000 Penalty: 4509.523438
	Iteration 68Q: 3 clusters Score -1215131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1215137.375000 Penalty: 4509.523438
	Iteration 69Q: 3 clusters Score -1215137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1215144.125000 Penalty: 4509.523438
	Iteration 70Q: 3 clusters Score -1215144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1215146.000000 Penalty: 4509.523438
	Iteration 71Q: 3 clusters Score -1215146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1215148.375000 Penalty: 4509.523438
	Iteration 72Q: 3 clusters Score -1215148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1215152.625000 Penalty: 4509.523438
	Iteration 73Q: 3 clusters Score -1215153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1215156.750000 Penalty: 4509.523438
	Iteration 74Q: 3 clusters Score -1215157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1215160.250000 Penalty: 4509.523438
	Iteration 75Q: 3 clusters Score -1215160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1215166.750000 Penalty: 4509.523438
	Iteration 76Q: 3 clusters Score -1215167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1215172.125000 Penalty: 4509.523438
	Iteration 77Q: 3 clusters Score -1215172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1215178.125000 Penalty: 4509.523438
	Iteration 78Q: 3 clusters Score -1215178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1215182.125000 Penalty: 4509.523438
	Iteration 79Q: 3 clusters Score -1215182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1215186.125000 Penalty: 4509.523438
	Iteration 80F: 3 clusters Score -1215186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1215193.875000 Penalty: 4509.523438
	Iteration 81Q: 3 clusters Score -1215194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1215198.375000 Penalty: 4509.523438
	Iteration 82Q: 3 clusters Score -1215198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1215205.375000 Penalty: 4509.523438
	Iteration 83Q: 3 clusters Score -1215205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1215209.375000 Penalty: 4509.523438
	Iteration 84Q: 3 clusters Score -1215209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1215210.125000 Penalty: 4509.523438
	Iteration 85Q: 3 clusters Score -1215210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1215213.125000 Penalty: 4509.523438
	Iteration 86Q: 3 clusters Score -1215213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1215217.500000 Penalty: 4509.523438
	Iteration 87Q: 3 clusters Score -1215218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1215218.500000 Penalty: 4509.523438
	Iteration 88Q: 3 clusters Score -1215218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1215219.750000 Penalty: 4509.523438
	Iteration 89Q: 3 clusters Score -1215220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1215218.500000 Penalty: 4509.523438
	Iteration 90Q: 3 clusters Score -1215218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1215218.875000 Penalty: 4509.523438
	Iteration 91Q: 3 clusters Score -1215219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1215219.125000 Penalty: 4509.523438
	Iteration 92Q: 3 clusters Score -1215219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1215219.250000 Penalty: 4509.523438
	Iteration 93Q: 3 clusters Score -1215219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1215224.000000 Penalty: 4509.523438
	Iteration 94Q: 3 clusters Score -1215224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1215222.875000 Penalty: 4509.523438
	Iteration 95Q: 3 clusters Score -1215223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1215222.875000 Penalty: 4509.523438
	Iteration 96F: 3 clusters Score -1215223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (147481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147481 members 
Entering Unmasked Estep 
Score: -20850038.000000 Penalty: 2951.560791
	Iteration 0F: 2 clusters Score -2.085004e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73892 members 
Mstep: Class 2 contains 73589 members 
Entering Unmasked Estep 
Score: -20759022.000000 Penalty: 5903.121582
	Iteration 0F: 3 clusters Score -2.075902e+07 nChanged 70490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76390 members 
Mstep: Class 2 contains 71091 members 
Entering Unmasked Estep 
Score: -20800782.000000 Penalty: 5903.121582
	Iteration 1F: 3 clusters Score -2.080078e+07 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78063 members 
Mstep: Class 2 contains 69418 members 
Entering Unmasked Estep 
Score: -20802248.000000 Penalty: 5903.121582
	Iteration 2Q: 3 clusters Score -2.080225e+07 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80714 members 
Mstep: Class 2 contains 66767 members 
Entering Unmasked Estep 
Score: -20804372.000000 Penalty: 5903.121582
	Iteration 3Q: 3 clusters Score -2.080437e+07 nChanged 6968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84878 members 
Mstep: Class 2 contains 62603 members 
Entering Unmasked Estep 
Score: -20807222.000000 Penalty: 5903.121582
	Iteration 4Q: 3 clusters Score -2.080722e+07 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90833 members 
Mstep: Class 2 contains 56648 members 
Entering Unmasked Estep 
Score: -20811280.000000 Penalty: 5903.121582
	Iteration 5F: 3 clusters Score -2.081128e+07 nChanged 9340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98691 members 
Mstep: Class 2 contains 48790 members 
Entering Unmasked Estep 
Score: -20816676.000000 Penalty: 5903.121582
	Iteration 6F: 3 clusters Score -2.081668e+07 nChanged 9902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107463 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
Score: -20823464.000000 Penalty: 5903.121582
	Iteration 7F: 3 clusters Score -2.082346e+07 nChanged 9357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115646 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -20830350.000000 Penalty: 5903.121582
	Iteration 8F: 3 clusters Score -2.083035e+07 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121792 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -20835668.000000 Penalty: 5903.121582
	Iteration 9F: 3 clusters Score -2.083567e+07 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125709 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -20839214.000000 Penalty: 5903.121582
	Iteration 10Q: 3 clusters Score -2.083921e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128421 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -20840868.000000 Penalty: 5903.121582
	Iteration 11Q: 3 clusters Score -2.084087e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130534 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -20841740.000000 Penalty: 5903.121582
	Iteration 12Q: 3 clusters Score -2.084174e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132377 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -20842522.000000 Penalty: 5903.121582
	Iteration 13Q: 3 clusters Score -2.084252e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134113 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -20843248.000000 Penalty: 5903.121582
	Iteration 14Q: 3 clusters Score -2.084325e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135797 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -20844098.000000 Penalty: 5903.121582
	Iteration 15Q: 3 clusters Score -2.08441e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137407 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -20844852.000000 Penalty: 5903.121582
	Iteration 16Q: 3 clusters Score -2.084485e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138882 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -20845648.000000 Penalty: 5903.121582
	Iteration 17Q: 3 clusters Score -2.084565e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140200 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -20846312.000000 Penalty: 5903.121582
	Iteration 18Q: 3 clusters Score -2.084631e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141345 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -20847004.000000 Penalty: 5903.121582
	Iteration 19Q: 3 clusters Score -2.0847e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142322 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -20847562.000000 Penalty: 5903.121582
	Iteration 20F: 3 clusters Score -2.084756e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143143 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -20848196.000000 Penalty: 5903.121582
	Iteration 21Q: 3 clusters Score -2.08482e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143807 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -20848646.000000 Penalty: 5903.121582
	Iteration 22Q: 3 clusters Score -2.084865e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144315 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -20848956.000000 Penalty: 5903.121582
	Iteration 23Q: 3 clusters Score -2.084896e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144680 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -20849186.000000 Penalty: 5903.121582
	Iteration 24Q: 3 clusters Score -2.084919e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144991 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -20849374.000000 Penalty: 5903.121582
	Iteration 25Q: 3 clusters Score -2.084937e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145214 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -20849442.000000 Penalty: 5903.121582
	Iteration 26Q: 3 clusters Score -2.084944e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145372 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -20849564.000000 Penalty: 5903.121582
	Iteration 27Q: 3 clusters Score -2.084956e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145486 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -20849656.000000 Penalty: 5903.121582
	Iteration 28Q: 3 clusters Score -2.084966e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145565 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -20849684.000000 Penalty: 5903.121582
	Iteration 29Q: 3 clusters Score -2.084968e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145624 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -20849718.000000 Penalty: 5903.121582
	Iteration 30Q: 3 clusters Score -2.084972e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145664 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -20849690.000000 Penalty: 5903.121582
	Iteration 31Q: 3 clusters Score -2.084969e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145697 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -20849670.000000 Penalty: 5903.121582
	Iteration 32Q: 3 clusters Score -2.084967e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145721 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -20849662.000000 Penalty: 5903.121582
	Iteration 33Q: 3 clusters Score -2.084966e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145734 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -20849678.000000 Penalty: 5903.121582
	Iteration 34Q: 3 clusters Score -2.084968e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145748 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -20849686.000000 Penalty: 5903.121582
	Iteration 35Q: 3 clusters Score -2.084969e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145766 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -20849668.000000 Penalty: 5903.121582
	Iteration 36Q: 3 clusters Score -2.084967e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145783 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -20849674.000000 Penalty: 5903.121582
	Iteration 37Q: 3 clusters Score -2.084967e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145792 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -20849684.000000 Penalty: 5903.121582
	Iteration 38Q: 3 clusters Score -2.084968e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145801 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -20849690.000000 Penalty: 5903.121582
	Iteration 39Q: 3 clusters Score -2.084969e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145812 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -20849674.000000 Penalty: 5903.121582
	Iteration 40F: 3 clusters Score -2.084967e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145816 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -20849702.000000 Penalty: 5903.121582
	Iteration 41Q: 3 clusters Score -2.08497e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145822 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -20849718.000000 Penalty: 5903.121582
	Iteration 42Q: 3 clusters Score -2.084972e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145830 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -20849708.000000 Penalty: 5903.121582
	Iteration 43Q: 3 clusters Score -2.084971e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145833 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -20849720.000000 Penalty: 5903.121582
	Iteration 44Q: 3 clusters Score -2.084972e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145848 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -20849740.000000 Penalty: 5903.121582
	Iteration 45Q: 3 clusters Score -2.084974e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145865 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -20849742.000000 Penalty: 5903.121582
	Iteration 46Q: 3 clusters Score -2.084974e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145872 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -20849750.000000 Penalty: 5903.121582
	Iteration 47Q: 3 clusters Score -2.084975e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145871 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -20849768.000000 Penalty: 5903.121582
	Iteration 48Q: 3 clusters Score -2.084977e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145874 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -20849760.000000 Penalty: 5903.121582
	Iteration 49Q: 3 clusters Score -2.084976e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145875 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -20849790.000000 Penalty: 5903.121582
	Iteration 50Q: 3 clusters Score -2.084979e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145874 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -20849788.000000 Penalty: 5903.121582
	Iteration 51Q: 3 clusters Score -2.084979e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145868 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -20849786.000000 Penalty: 5903.121582
	Iteration 52Q: 3 clusters Score -2.084979e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145859 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -20849808.000000 Penalty: 5903.121582
	Iteration 53Q: 3 clusters Score -2.084981e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145855 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -20849808.000000 Penalty: 5903.121582
	Iteration 54Q: 3 clusters Score -2.084981e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145854 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -20849806.000000 Penalty: 5903.121582
	Iteration 55Q: 3 clusters Score -2.084981e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145855 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -20849830.000000 Penalty: 5903.121582
	Iteration 56Q: 3 clusters Score -2.084983e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145856 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -20849814.000000 Penalty: 5903.121582
	Iteration 57Q: 3 clusters Score -2.084981e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145860 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -20849812.000000 Penalty: 5903.121582
	Iteration 58Q: 3 clusters Score -2.084981e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145863 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -20849798.000000 Penalty: 5903.121582
	Iteration 59Q: 3 clusters Score -2.08498e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145867 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -20849802.000000 Penalty: 5903.121582
	Iteration 60F: 3 clusters Score -2.08498e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145872 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -20849816.000000 Penalty: 5903.121582
	Iteration 61Q: 3 clusters Score -2.084982e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145875 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -20849834.000000 Penalty: 5903.121582
	Iteration 62Q: 3 clusters Score -2.084983e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145876 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -20849844.000000 Penalty: 5903.121582
	Iteration 63Q: 3 clusters Score -2.084984e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145874 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -20849854.000000 Penalty: 5903.121582
	Iteration 64Q: 3 clusters Score -2.084985e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145878 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -20849850.000000 Penalty: 5903.121582
	Iteration 65Q: 3 clusters Score -2.084985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145880 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -20849840.000000 Penalty: 5903.121582
	Iteration 66Q: 3 clusters Score -2.084984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145883 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -20849828.000000 Penalty: 5903.121582
	Iteration 67Q: 3 clusters Score -2.084983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145883 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -20849830.000000 Penalty: 5903.121582
	Iteration 68Q: 3 clusters Score -2.084983e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145882 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -20849832.000000 Penalty: 5903.121582
	Iteration 69Q: 3 clusters Score -2.084983e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145881 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -20849842.000000 Penalty: 5903.121582
	Iteration 70Q: 3 clusters Score -2.084984e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145881 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -20849852.000000 Penalty: 5903.121582
	Iteration 71Q: 3 clusters Score -2.084985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145882 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -20849862.000000 Penalty: 5903.121582
	Iteration 72Q: 3 clusters Score -2.084986e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145881 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -20849856.000000 Penalty: 5903.121582
	Iteration 73Q: 3 clusters Score -2.084986e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145882 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -20849848.000000 Penalty: 5903.121582
	Iteration 74Q: 3 clusters Score -2.084985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145881 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -20849852.000000 Penalty: 5903.121582
	Iteration 75Q: 3 clusters Score -2.084985e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145881 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -20849852.000000 Penalty: 5903.121582
	Iteration 76F: 3 clusters Score -2.084985e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Entering Unmasked Estep 
Score: -1077145.625000 Penalty: 2215.057861
	Iteration 0F: 2 clusters Score -1077146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1070970.750000 Penalty: 4430.115723
	Iteration 0F: 3 clusters Score -1070971 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1072666.375000 Penalty: 4430.115723
	Iteration 1F: 3 clusters Score -1072666 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1072938.625000 Penalty: 4430.115723
	Iteration 2F: 3 clusters Score -1072939 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1073101.750000 Penalty: 4430.115723
	Iteration 3Q: 3 clusters Score -1073102 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1073189.750000 Penalty: 4430.115723
	Iteration 4Q: 3 clusters Score -1073190 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1073266.250000 Penalty: 4430.115723
	Iteration 5Q: 3 clusters Score -1073266 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1073331.375000 Penalty: 4430.115723
	Iteration 6Q: 3 clusters Score -1073331 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1073386.625000 Penalty: 4430.115723
	Iteration 7Q: 3 clusters Score -1073387 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1073429.750000 Penalty: 4430.115723
	Iteration 8Q: 3 clusters Score -1073430 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1073480.125000 Penalty: 4430.115723
	Iteration 9Q: 3 clusters Score -1073480 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1073555.375000 Penalty: 4430.115723
	Iteration 10Q: 3 clusters Score -1073555 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1073670.500000 Penalty: 4430.115723
	Iteration 11Q: 3 clusters Score -1073670 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1073843.375000 Penalty: 4430.115723
	Iteration 12Q: 3 clusters Score -1073843 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1074102.250000 Penalty: 4430.115723
	Iteration 13Q: 3 clusters Score -1074102 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1074396.250000 Penalty: 4430.115723
	Iteration 14Q: 3 clusters Score -1074396 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1074635.750000 Penalty: 4430.115723
	Iteration 15Q: 3 clusters Score -1074636 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1074802.000000 Penalty: 4430.115723
	Iteration 16Q: 3 clusters Score -1074802 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1074930.375000 Penalty: 4430.115723
	Iteration 17Q: 3 clusters Score -1074930 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1075029.125000 Penalty: 4430.115723
	Iteration 18Q: 3 clusters Score -1075029 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1075101.250000 Penalty: 4430.115723
	Iteration 19Q: 3 clusters Score -1075101 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1075165.000000 Penalty: 4430.115723
	Iteration 20F: 3 clusters Score -1075165 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1075220.375000 Penalty: 4430.115723
	Iteration 21Q: 3 clusters Score -1075220 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1075272.000000 Penalty: 4430.115723
	Iteration 22Q: 3 clusters Score -1075272 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1075315.375000 Penalty: 4430.115723
	Iteration 23Q: 3 clusters Score -1075315 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1075361.250000 Penalty: 4430.115723
	Iteration 24Q: 3 clusters Score -1075361 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1075420.375000 Penalty: 4430.115723
	Iteration 25Q: 3 clusters Score -1075420 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1075473.375000 Penalty: 4430.115723
	Iteration 26Q: 3 clusters Score -1075473 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1075543.750000 Penalty: 4430.115723
	Iteration 27Q: 3 clusters Score -1075544 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1075599.250000 Penalty: 4430.115723
	Iteration 28Q: 3 clusters Score -1075599 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1075656.125000 Penalty: 4430.115723
	Iteration 29Q: 3 clusters Score -1075656 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1075707.625000 Penalty: 4430.115723
	Iteration 30Q: 3 clusters Score -1075708 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1075775.375000 Penalty: 4430.115723
	Iteration 31Q: 3 clusters Score -1075775 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1075850.000000 Penalty: 4430.115723
	Iteration 32Q: 3 clusters Score -1075850 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1075927.000000 Penalty: 4430.115723
	Iteration 33Q: 3 clusters Score -1075927 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1076003.125000 Penalty: 4430.115723
	Iteration 34Q: 3 clusters Score -1076003 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1076050.000000 Penalty: 4430.115723
	Iteration 35Q: 3 clusters Score -1076050 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1076102.875000 Penalty: 4430.115723
	Iteration 36Q: 3 clusters Score -1076103 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1076160.875000 Penalty: 4430.115723
	Iteration 37Q: 3 clusters Score -1076161 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1076212.625000 Penalty: 4430.115723
	Iteration 38Q: 3 clusters Score -1076213 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1076256.875000 Penalty: 4430.115723
	Iteration 39Q: 3 clusters Score -1076257 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1076291.125000 Penalty: 4430.115723
	Iteration 40F: 3 clusters Score -1076291 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1076317.375000 Penalty: 4430.115723
	Iteration 41Q: 3 clusters Score -1076317 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1076346.500000 Penalty: 4430.115723
	Iteration 42Q: 3 clusters Score -1076346 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1076371.375000 Penalty: 4430.115723
	Iteration 43Q: 3 clusters Score -1076371 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1076388.625000 Penalty: 4430.115723
	Iteration 44Q: 3 clusters Score -1076389 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1076405.750000 Penalty: 4430.115723
	Iteration 45Q: 3 clusters Score -1076406 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1076420.375000 Penalty: 4430.115723
	Iteration 46Q: 3 clusters Score -1076420 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1076433.500000 Penalty: 4430.115723
	Iteration 47Q: 3 clusters Score -1076434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1076436.750000 Penalty: 4430.115723
	Iteration 48Q: 3 clusters Score -1076437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1076436.750000 Penalty: 4430.115723
	Iteration 49Q: 3 clusters Score -1076437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1076440.375000 Penalty: 4430.115723
	Iteration 50Q: 3 clusters Score -1076440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1076441.750000 Penalty: 4430.115723
	Iteration 51Q: 3 clusters Score -1076442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1076445.000000 Penalty: 4430.115723
	Iteration 52Q: 3 clusters Score -1076445 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1076450.750000 Penalty: 4430.115723
	Iteration 53Q: 3 clusters Score -1076451 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1076453.625000 Penalty: 4430.115723
	Iteration 54Q: 3 clusters Score -1076454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1076459.875000 Penalty: 4430.115723
	Iteration 55Q: 3 clusters Score -1076460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1076460.375000 Penalty: 4430.115723
	Iteration 56Q: 3 clusters Score -1076460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1076459.000000 Penalty: 4430.115723
	Iteration 57Q: 3 clusters Score -1076459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1076463.500000 Penalty: 4430.115723
	Iteration 58Q: 3 clusters Score -1076464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1076463.750000 Penalty: 4430.115723
	Iteration 59Q: 3 clusters Score -1076464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1076465.500000 Penalty: 4430.115723
	Iteration 60F: 3 clusters Score -1076466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1076465.125000 Penalty: 4430.115723
	Iteration 61Q: 3 clusters Score -1076465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1076464.000000 Penalty: 4430.115723
	Iteration 62Q: 3 clusters Score -1076464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1076464.625000 Penalty: 4430.115723
	Iteration 63Q: 3 clusters Score -1076465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1076466.000000 Penalty: 4430.115723
	Iteration 64Q: 3 clusters Score -1076466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1076468.125000 Penalty: 4430.115723
	Iteration 65Q: 3 clusters Score -1076468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1076468.125000 Penalty: 4430.115723
	Iteration 66F: 3 clusters Score -1076468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Entering Unmasked Estep 
Score: -2012616.500000 Penalty: 2371.109863
	Iteration 0F: 2 clusters Score -2012616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -2002280.125000 Penalty: 4742.219727
	Iteration 0F: 3 clusters Score -2002280 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -2005829.375000 Penalty: 4742.219727
	Iteration 1F: 3 clusters Score -2005829 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -2006849.000000 Penalty: 4742.219727
	Iteration 2F: 3 clusters Score -2006849 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -2007906.375000 Penalty: 4742.219727
	Iteration 3F: 3 clusters Score -2007906 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -2009105.500000 Penalty: 4742.219727
	Iteration 4F: 3 clusters Score -2009106 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -2010579.500000 Penalty: 4742.219727
	Iteration 5F: 3 clusters Score -2010580 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2012050.500000 Penalty: 4742.219727
	Iteration 6F: 3 clusters Score -2012050 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2013204.625000 Penalty: 4742.219727
	Iteration 7F: 3 clusters Score -2013205 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2013801.875000 Penalty: 4742.219727
	Iteration 8Q: 3 clusters Score -2013802 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2014036.375000 Penalty: 4742.219727
	Iteration 9Q: 3 clusters Score -2014036 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2014101.375000 Penalty: 4742.219727
	Iteration 10Q: 3 clusters Score -2014101 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2014133.250000 Penalty: 4742.219727
	Iteration 11Q: 3 clusters Score -2014133 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2014140.625000 Penalty: 4742.219727
	Iteration 12Q: 3 clusters Score -2014141 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2014146.750000 Penalty: 4742.219727
	Iteration 13Q: 3 clusters Score -2014147 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2014152.500000 Penalty: 4742.219727
	Iteration 14Q: 3 clusters Score -2014152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2014154.375000 Penalty: 4742.219727
	Iteration 15Q: 3 clusters Score -2014154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2014154.500000 Penalty: 4742.219727
	Iteration 16Q: 3 clusters Score -2014154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2014156.000000 Penalty: 4742.219727
	Iteration 17Q: 3 clusters Score -2014156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2014156.875000 Penalty: 4742.219727
	Iteration 18Q: 3 clusters Score -2014157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2014155.750000 Penalty: 4742.219727
	Iteration 19Q: 3 clusters Score -2014156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2014155.750000 Penalty: 4742.219727
	Iteration 20F: 3 clusters Score -2014156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 67007 members 
Mstep: Class 3 contains 1474 members 
Mstep: Class 5 contains 1076 members 
Mstep: Class 7 contains 28218 members 
Mstep: Class 8 contains 165389 members 
Mstep: Class 10 contains 180779 members 
Mstep: Class 11 contains 8882 members 
Mstep: Class 12 contains 147481 members 
Mstep: Class 13 contains 7568 members 
Mstep: Class 14 contains 12725 members 
Mstep: Class 15 contains 2610 members 
Mstep: Class 16 contains 133739 members 
Mstep: Class 17 contains 5928 members 
Mstep: Class 18 contains 189250 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 21 contains 3364 members 
Entering Unmasked Estep 
Score: -132581936.000000 Penalty: 58078.828125
Splitting cluster 14 changes total score from -132586488.000000 to -132581936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (2610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Entering Unmasked Estep 
Score: -259367.453125 Penalty: 1951.042114
	Iteration 0F: 2 clusters Score -259367.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -256999.484375 Penalty: 3902.084229
	Iteration 0F: 3 clusters Score -256999.5 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -264465.375000 Penalty: 3902.084229
	Iteration 1F: 3 clusters Score -264465.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -269297.968750 Penalty: 3902.084229
	Iteration 2F: 3 clusters Score -269298 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -271304.093750 Penalty: 3902.084229
	Iteration 3Q: 3 clusters Score -271304.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -272586.500000 Penalty: 3902.084229
	Iteration 4Q: 3 clusters Score -272586.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -273710.875000 Penalty: 3902.084229
	Iteration 5Q: 3 clusters Score -273710.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -274548.750000 Penalty: 3902.084229
	Iteration 6Q: 3 clusters Score -274548.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -274804.125000 Penalty: 3902.084229
	Iteration 7Q: 3 clusters Score -274804.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -275027.156250 Penalty: 3902.084229
	Iteration 8Q: 3 clusters Score -275027.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -275095.937500 Penalty: 3902.084229
	Iteration 9Q: 3 clusters Score -275095.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -275149.812500 Penalty: 3902.084229
	Iteration 10Q: 3 clusters Score -275149.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -275163.843750 Penalty: 3902.084229
	Iteration 11Q: 3 clusters Score -275163.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -275302.250000 Penalty: 3902.084229
	Iteration 12F: 3 clusters Score -275302.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -275572.125000 Penalty: 3902.084229
	Iteration 13Q: 3 clusters Score -275572.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -275578.531250 Penalty: 3902.084229
	Iteration 14Q: 3 clusters Score -275578.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -275589.562500 Penalty: 3902.084229
	Iteration 15F: 3 clusters Score -275589.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -275621.562500 Penalty: 3902.084229
	Iteration 16Q: 3 clusters Score -275621.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -275628.593750 Penalty: 3902.084229
	Iteration 17Q: 3 clusters Score -275628.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -275628.593750 Penalty: 3902.084229
	Iteration 18F: 3 clusters Score -275628.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 67007 members 
Mstep: Class 3 contains 1397 members 
Mstep: Class 5 contains 1076 members 
Mstep: Class 7 contains 28218 members 
Mstep: Class 8 contains 165389 members 
Mstep: Class 10 contains 180779 members 
Mstep: Class 11 contains 8882 members 
Mstep: Class 12 contains 147481 members 
Mstep: Class 13 contains 7568 members 
Mstep: Class 14 contains 14199 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 133739 members 
Mstep: Class 17 contains 5928 members 
Mstep: Class 18 contains 189250 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 21 contains 3364 members 
Entering Unmasked Estep 
Score: -132596000.000000 Penalty: 58078.828125
Splitting cluster 15 changes total score from -132586488.000000 to -132596000.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 16 (133739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133739 members 
Entering Unmasked Estep 
Score: -18740596.000000 Penalty: 2927.303955
	Iteration 0F: 2 clusters Score -1.87406e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67197 members 
Mstep: Class 2 contains 66542 members 
Entering Unmasked Estep 
Score: -18654958.000000 Penalty: 5854.607910
	Iteration 0F: 3 clusters Score -1.865496e+07 nChanged 63687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72226 members 
Mstep: Class 2 contains 61513 members 
Entering Unmasked Estep 
Score: -18692348.000000 Penalty: 5854.607910
	Iteration 1F: 3 clusters Score -1.869235e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75656 members 
Mstep: Class 2 contains 58083 members 
Entering Unmasked Estep 
Score: -18694044.000000 Penalty: 5854.607910
	Iteration 2Q: 3 clusters Score -1.869404e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80490 members 
Mstep: Class 2 contains 53249 members 
Entering Unmasked Estep 
Score: -18697108.000000 Penalty: 5854.607910
	Iteration 3Q: 3 clusters Score -1.869711e+07 nChanged 7670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87308 members 
Mstep: Class 2 contains 46431 members 
Entering Unmasked Estep 
Score: -18701892.000000 Penalty: 5854.607910
	Iteration 4F: 3 clusters Score -1.870189e+07 nChanged 9208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95824 members 
Mstep: Class 2 contains 37915 members 
Entering Unmasked Estep 
Score: -18708308.000000 Penalty: 5854.607910
	Iteration 5F: 3 clusters Score -1.870831e+07 nChanged 9765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104999 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -18715622.000000 Penalty: 5854.607910
	Iteration 6F: 3 clusters Score -1.871562e+07 nChanged 9058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113695 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -18722668.000000 Penalty: 5854.607910
	Iteration 7F: 3 clusters Score -1.872267e+07 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120711 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -18728318.000000 Penalty: 5854.607910
	Iteration 8F: 3 clusters Score -1.872832e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125553 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -18732480.000000 Penalty: 5854.607910
	Iteration 9Q: 3 clusters Score -1.873248e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128465 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -18734988.000000 Penalty: 5854.607910
	Iteration 10Q: 3 clusters Score -1.873499e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130119 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -18736376.000000 Penalty: 5854.607910
	Iteration 11Q: 3 clusters Score -1.873638e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130976 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -18737194.000000 Penalty: 5854.607910
	Iteration 12Q: 3 clusters Score -1.873719e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131411 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -18737710.000000 Penalty: 5854.607910
	Iteration 13Q: 3 clusters Score -1.873771e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131645 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -18737998.000000 Penalty: 5854.607910
	Iteration 14Q: 3 clusters Score -1.8738e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131760 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -18738190.000000 Penalty: 5854.607910
	Iteration 15Q: 3 clusters Score -1.873819e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131833 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -18738412.000000 Penalty: 5854.607910
	Iteration 16Q: 3 clusters Score -1.873841e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131846 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -18738568.000000 Penalty: 5854.607910
	Iteration 17Q: 3 clusters Score -1.873857e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131798 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -18738740.000000 Penalty: 5854.607910
	Iteration 18Q: 3 clusters Score -1.873874e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131750 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -18738928.000000 Penalty: 5854.607910
	Iteration 19Q: 3 clusters Score -1.873893e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131698 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -18739094.000000 Penalty: 5854.607910
	Iteration 20F: 3 clusters Score -1.873909e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131640 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -18739270.000000 Penalty: 5854.607910
	Iteration 21Q: 3 clusters Score -1.873927e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131556 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -18739416.000000 Penalty: 5854.607910
	Iteration 22Q: 3 clusters Score -1.873942e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131427 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -18739600.000000 Penalty: 5854.607910
	Iteration 23Q: 3 clusters Score -1.87396e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131316 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -18739732.000000 Penalty: 5854.607910
	Iteration 24Q: 3 clusters Score -1.873973e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131194 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -18739854.000000 Penalty: 5854.607910
	Iteration 25Q: 3 clusters Score -1.873985e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131089 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -18739918.000000 Penalty: 5854.607910
	Iteration 26Q: 3 clusters Score -1.873992e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130978 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -18739934.000000 Penalty: 5854.607910
	Iteration 27Q: 3 clusters Score -1.873993e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130882 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -18740010.000000 Penalty: 5854.607910
	Iteration 28Q: 3 clusters Score -1.874001e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130795 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -18740070.000000 Penalty: 5854.607910
	Iteration 29Q: 3 clusters Score -1.874007e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130718 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -18740104.000000 Penalty: 5854.607910
	Iteration 30Q: 3 clusters Score -1.87401e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130645 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -18740116.000000 Penalty: 5854.607910
	Iteration 31Q: 3 clusters Score -1.874012e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130581 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -18740164.000000 Penalty: 5854.607910
	Iteration 32Q: 3 clusters Score -1.874016e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130533 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -18740216.000000 Penalty: 5854.607910
	Iteration 33Q: 3 clusters Score -1.874022e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130497 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -18740256.000000 Penalty: 5854.607910
	Iteration 34Q: 3 clusters Score -1.874026e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130465 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -18740252.000000 Penalty: 5854.607910
	Iteration 35Q: 3 clusters Score -1.874025e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130444 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -18740250.000000 Penalty: 5854.607910
	Iteration 36Q: 3 clusters Score -1.874025e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130427 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -18740246.000000 Penalty: 5854.607910
	Iteration 37Q: 3 clusters Score -1.874025e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130413 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -18740270.000000 Penalty: 5854.607910
	Iteration 38Q: 3 clusters Score -1.874027e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130392 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -18740280.000000 Penalty: 5854.607910
	Iteration 39Q: 3 clusters Score -1.874028e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130380 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -18740306.000000 Penalty: 5854.607910
	Iteration 40F: 3 clusters Score -1.874031e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130317 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -18740342.000000 Penalty: 5854.607910
	Iteration 41Q: 3 clusters Score -1.874034e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130243 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -18740386.000000 Penalty: 5854.607910
	Iteration 42Q: 3 clusters Score -1.874039e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130179 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -18740404.000000 Penalty: 5854.607910
	Iteration 43Q: 3 clusters Score -1.87404e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130126 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -18740416.000000 Penalty: 5854.607910
	Iteration 44Q: 3 clusters Score -1.874042e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130096 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -18740440.000000 Penalty: 5854.607910
	Iteration 45Q: 3 clusters Score -1.874044e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130079 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -18740430.000000 Penalty: 5854.607910
	Iteration 46Q: 3 clusters Score -1.874043e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130056 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -18740436.000000 Penalty: 5854.607910
	Iteration 47Q: 3 clusters Score -1.874044e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130031 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -18740436.000000 Penalty: 5854.607910
	Iteration 48Q: 3 clusters Score -1.874044e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130009 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -18740430.000000 Penalty: 5854.607910
	Iteration 49Q: 3 clusters Score -1.874043e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129990 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -18740430.000000 Penalty: 5854.607910
	Iteration 50Q: 3 clusters Score -1.874043e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129980 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -18740426.000000 Penalty: 5854.607910
	Iteration 51Q: 3 clusters Score -1.874043e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129971 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -18740422.000000 Penalty: 5854.607910
	Iteration 52Q: 3 clusters Score -1.874042e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129958 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -18740416.000000 Penalty: 5854.607910
	Iteration 53Q: 3 clusters Score -1.874042e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129945 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -18740434.000000 Penalty: 5854.607910
	Iteration 54Q: 3 clusters Score -1.874043e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129940 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -18740428.000000 Penalty: 5854.607910
	Iteration 55Q: 3 clusters Score -1.874043e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129933 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -18740436.000000 Penalty: 5854.607910
	Iteration 56Q: 3 clusters Score -1.874044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129928 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -18740436.000000 Penalty: 5854.607910
	Iteration 57Q: 3 clusters Score -1.874044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129925 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -18740430.000000 Penalty: 5854.607910
	Iteration 58Q: 3 clusters Score -1.874043e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129921 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -18740426.000000 Penalty: 5854.607910
	Iteration 59Q: 3 clusters Score -1.874043e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129918 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -18740430.000000 Penalty: 5854.607910
	Iteration 60F: 3 clusters Score -1.874043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129915 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -18740434.000000 Penalty: 5854.607910
	Iteration 61Q: 3 clusters Score -1.874043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129914 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -18740446.000000 Penalty: 5854.607910
	Iteration 62Q: 3 clusters Score -1.874045e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129914 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -18740446.000000 Penalty: 5854.607910
	Iteration 63F: 3 clusters Score -1.874045e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Entering Unmasked Estep 
Score: -816455.375000 Penalty: 2154.485596
	Iteration 0F: 2 clusters Score -816455.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -811354.000000 Penalty: 4308.971191
	Iteration 0F: 3 clusters Score -811354 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -812642.937500 Penalty: 4308.971191
	Iteration 1F: 3 clusters Score -812642.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -812860.250000 Penalty: 4308.971191
	Iteration 2F: 3 clusters Score -812860.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -813023.062500 Penalty: 4308.971191
	Iteration 3F: 3 clusters Score -813023.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -813150.250000 Penalty: 4308.971191
	Iteration 4Q: 3 clusters Score -813150.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -813249.437500 Penalty: 4308.971191
	Iteration 5Q: 3 clusters Score -813249.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -813333.562500 Penalty: 4308.971191
	Iteration 6Q: 3 clusters Score -813333.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -813393.000000 Penalty: 4308.971191
	Iteration 7Q: 3 clusters Score -813393 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -813450.062500 Penalty: 4308.971191
	Iteration 8Q: 3 clusters Score -813450.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -813495.875000 Penalty: 4308.971191
	Iteration 9Q: 3 clusters Score -813495.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -813545.562500 Penalty: 4308.971191
	Iteration 10Q: 3 clusters Score -813545.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -813592.000000 Penalty: 4308.971191
	Iteration 11Q: 3 clusters Score -813592 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -813640.250000 Penalty: 4308.971191
	Iteration 12Q: 3 clusters Score -813640.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -813674.437500 Penalty: 4308.971191
	Iteration 13Q: 3 clusters Score -813674.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -813718.937500 Penalty: 4308.971191
	Iteration 14Q: 3 clusters Score -813718.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -813771.250000 Penalty: 4308.971191
	Iteration 15Q: 3 clusters Score -813771.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -813827.562500 Penalty: 4308.971191
	Iteration 16Q: 3 clusters Score -813827.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -813872.312500 Penalty: 4308.971191
	Iteration 17Q: 3 clusters Score -813872.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -813920.312500 Penalty: 4308.971191
	Iteration 18Q: 3 clusters Score -813920.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -813956.562500 Penalty: 4308.971191
	Iteration 19Q: 3 clusters Score -813956.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -813986.062500 Penalty: 4308.971191
	Iteration 20F: 3 clusters Score -813986.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -814010.000000 Penalty: 4308.971191
	Iteration 21Q: 3 clusters Score -814010 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -814033.000000 Penalty: 4308.971191
	Iteration 22Q: 3 clusters Score -814033 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -814054.250000 Penalty: 4308.971191
	Iteration 23Q: 3 clusters Score -814054.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -814070.062500 Penalty: 4308.971191
	Iteration 24Q: 3 clusters Score -814070.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -814091.687500 Penalty: 4308.971191
	Iteration 25Q: 3 clusters Score -814091.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -814117.937500 Penalty: 4308.971191
	Iteration 26Q: 3 clusters Score -814117.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -814135.437500 Penalty: 4308.971191
	Iteration 27Q: 3 clusters Score -814135.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -814156.250000 Penalty: 4308.971191
	Iteration 28Q: 3 clusters Score -814156.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -814183.437500 Penalty: 4308.971191
	Iteration 29Q: 3 clusters Score -814183.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -814205.437500 Penalty: 4308.971191
	Iteration 30Q: 3 clusters Score -814205.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -814225.062500 Penalty: 4308.971191
	Iteration 31Q: 3 clusters Score -814225.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -814240.687500 Penalty: 4308.971191
	Iteration 32Q: 3 clusters Score -814240.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -814258.750000 Penalty: 4308.971191
	Iteration 33Q: 3 clusters Score -814258.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -814272.812500 Penalty: 4308.971191
	Iteration 34Q: 3 clusters Score -814272.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -814288.687500 Penalty: 4308.971191
	Iteration 35Q: 3 clusters Score -814288.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -814310.937500 Penalty: 4308.971191
	Iteration 36Q: 3 clusters Score -814310.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -814323.250000 Penalty: 4308.971191
	Iteration 37Q: 3 clusters Score -814323.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -814332.562500 Penalty: 4308.971191
	Iteration 38Q: 3 clusters Score -814332.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -814336.562500 Penalty: 4308.971191
	Iteration 39Q: 3 clusters Score -814336.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -814348.562500 Penalty: 4308.971191
	Iteration 40F: 3 clusters Score -814348.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -814358.375000 Penalty: 4308.971191
	Iteration 41Q: 3 clusters Score -814358.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -814368.000000 Penalty: 4308.971191
	Iteration 42Q: 3 clusters Score -814368 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -814373.937500 Penalty: 4308.971191
	Iteration 43Q: 3 clusters Score -814373.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -814381.062500 Penalty: 4308.971191
	Iteration 44Q: 3 clusters Score -814381.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -814385.562500 Penalty: 4308.971191
	Iteration 45Q: 3 clusters Score -814385.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -814389.937500 Penalty: 4308.971191
	Iteration 46Q: 3 clusters Score -814389.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -814398.437500 Penalty: 4308.971191
	Iteration 47Q: 3 clusters Score -814398.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -814403.500000 Penalty: 4308.971191
	Iteration 48Q: 3 clusters Score -814403.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -814408.312500 Penalty: 4308.971191
	Iteration 49Q: 3 clusters Score -814408.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -814412.937500 Penalty: 4308.971191
	Iteration 50Q: 3 clusters Score -814412.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -814420.625000 Penalty: 4308.971191
	Iteration 51Q: 3 clusters Score -814420.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -814427.500000 Penalty: 4308.971191
	Iteration 52Q: 3 clusters Score -814427.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -814433.437500 Penalty: 4308.971191
	Iteration 53Q: 3 clusters Score -814433.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -814438.937500 Penalty: 4308.971191
	Iteration 54Q: 3 clusters Score -814438.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -814439.687500 Penalty: 4308.971191
	Iteration 55Q: 3 clusters Score -814439.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -814440.562500 Penalty: 4308.971191
	Iteration 56Q: 3 clusters Score -814440.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -814441.687500 Penalty: 4308.971191
	Iteration 57Q: 3 clusters Score -814441.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -814441.375000 Penalty: 4308.971191
	Iteration 58Q: 3 clusters Score -814441.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -814441.375000 Penalty: 4308.971191
	Iteration 59F: 3 clusters Score -814441.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (189250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189250 members 
Entering Unmasked Estep 
Score: -26605396.000000 Penalty: 3013.404541
	Iteration 0F: 2 clusters Score -2.66054e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94636 members 
Mstep: Class 2 contains 94614 members 
Entering Unmasked Estep 
Score: -26503854.000000 Penalty: 6026.809082
	Iteration 0F: 3 clusters Score -2.650385e+07 nChanged 90786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93260 members 
Mstep: Class 2 contains 95990 members 
Entering Unmasked Estep 
Score: -26557024.000000 Penalty: 6026.809082
	Iteration 1F: 3 clusters Score -2.655702e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92053 members 
Mstep: Class 2 contains 97197 members 
Entering Unmasked Estep 
Score: -26558252.000000 Penalty: 6026.809082
	Iteration 2Q: 3 clusters Score -2.655825e+07 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90313 members 
Mstep: Class 2 contains 98937 members 
Entering Unmasked Estep 
Score: -26559676.000000 Penalty: 6026.809082
	Iteration 3Q: 3 clusters Score -2.655968e+07 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87844 members 
Mstep: Class 2 contains 101406 members 
Entering Unmasked Estep 
Score: -26561778.000000 Penalty: 6026.809082
	Iteration 4Q: 3 clusters Score -2.656178e+07 nChanged 8097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84519 members 
Mstep: Class 2 contains 104731 members 
Entering Unmasked Estep 
Score: -26564910.000000 Penalty: 6026.809082
	Iteration 5Q: 3 clusters Score -2.656491e+07 nChanged 9537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80370 members 
Mstep: Class 2 contains 108880 members 
Entering Unmasked Estep 
Score: -26568894.000000 Penalty: 6026.809082
	Iteration 6F: 3 clusters Score -2.656889e+07 nChanged 10847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75705 members 
Mstep: Class 2 contains 113545 members 
Entering Unmasked Estep 
Score: -26575174.000000 Penalty: 6026.809082
	Iteration 7F: 3 clusters Score -2.657517e+07 nChanged 12032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70987 members 
Mstep: Class 2 contains 118263 members 
Entering Unmasked Estep 
Score: -26582932.000000 Penalty: 6026.809082
	Iteration 8F: 3 clusters Score -2.658293e+07 nChanged 12225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67484 members 
Mstep: Class 2 contains 121766 members 
Entering Unmasked Estep 
Score: -26591090.000000 Penalty: 6026.809082
	Iteration 9F: 3 clusters Score -2.659109e+07 nChanged 10567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65679 members 
Mstep: Class 2 contains 123571 members 
Entering Unmasked Estep 
Score: -26596300.000000 Penalty: 6026.809082
	Iteration 10F: 3 clusters Score -2.65963e+07 nChanged 7428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64817 members 
Mstep: Class 2 contains 124433 members 
Entering Unmasked Estep 
Score: -26598340.000000 Penalty: 6026.809082
	Iteration 11Q: 3 clusters Score -2.659834e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64359 members 
Mstep: Class 2 contains 124891 members 
Entering Unmasked Estep 
Score: -26598772.000000 Penalty: 6026.809082
	Iteration 12Q: 3 clusters Score -2.659877e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64033 members 
Mstep: Class 2 contains 125217 members 
Entering Unmasked Estep 
Score: -26598944.000000 Penalty: 6026.809082
	Iteration 13Q: 3 clusters Score -2.659894e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63842 members 
Mstep: Class 2 contains 125408 members 
Entering Unmasked Estep 
Score: -26598808.000000 Penalty: 6026.809082
	Iteration 14Q: 3 clusters Score -2.659881e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63714 members 
Mstep: Class 2 contains 125536 members 
Entering Unmasked Estep 
Score: -26598934.000000 Penalty: 6026.809082
	Iteration 15Q: 3 clusters Score -2.659893e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63683 members 
Mstep: Class 2 contains 125567 members 
Entering Unmasked Estep 
Score: -26598860.000000 Penalty: 6026.809082
	Iteration 16Q: 3 clusters Score -2.659886e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63698 members 
Mstep: Class 2 contains 125552 members 
Entering Unmasked Estep 
Score: -26598944.000000 Penalty: 6026.809082
	Iteration 17Q: 3 clusters Score -2.659894e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63879 members 
Mstep: Class 2 contains 125371 members 
Entering Unmasked Estep 
Score: -26599008.000000 Penalty: 6026.809082
	Iteration 18Q: 3 clusters Score -2.659901e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64158 members 
Mstep: Class 2 contains 125092 members 
Entering Unmasked Estep 
Score: -26598992.000000 Penalty: 6026.809082
	Iteration 19Q: 3 clusters Score -2.659899e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64504 members 
Mstep: Class 2 contains 124746 members 
Entering Unmasked Estep 
Score: -26598932.000000 Penalty: 6026.809082
	Iteration 20F: 3 clusters Score -2.659893e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64909 members 
Mstep: Class 2 contains 124341 members 
Entering Unmasked Estep 
Score: -26599066.000000 Penalty: 6026.809082
	Iteration 21Q: 3 clusters Score -2.659907e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65352 members 
Mstep: Class 2 contains 123898 members 
Entering Unmasked Estep 
Score: -26599066.000000 Penalty: 6026.809082
	Iteration 22Q: 3 clusters Score -2.659907e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65826 members 
Mstep: Class 2 contains 123424 members 
Entering Unmasked Estep 
Score: -26599060.000000 Penalty: 6026.809082
	Iteration 23Q: 3 clusters Score -2.659906e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66355 members 
Mstep: Class 2 contains 122895 members 
Entering Unmasked Estep 
Score: -26598938.000000 Penalty: 6026.809082
	Iteration 24Q: 3 clusters Score -2.659894e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66956 members 
Mstep: Class 2 contains 122294 members 
Entering Unmasked Estep 
Score: -26598956.000000 Penalty: 6026.809082
	Iteration 25Q: 3 clusters Score -2.659896e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67608 members 
Mstep: Class 2 contains 121642 members 
Entering Unmasked Estep 
Score: -26598958.000000 Penalty: 6026.809082
	Iteration 26Q: 3 clusters Score -2.659896e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68332 members 
Mstep: Class 2 contains 120918 members 
Entering Unmasked Estep 
Score: -26598904.000000 Penalty: 6026.809082
	Iteration 27Q: 3 clusters Score -2.65989e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69109 members 
Mstep: Class 2 contains 120141 members 
Entering Unmasked Estep 
Score: -26598934.000000 Penalty: 6026.809082
	Iteration 28Q: 3 clusters Score -2.659893e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69930 members 
Mstep: Class 2 contains 119320 members 
Entering Unmasked Estep 
Score: -26598802.000000 Penalty: 6026.809082
	Iteration 29Q: 3 clusters Score -2.65988e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70723 members 
Mstep: Class 2 contains 118527 members 
Entering Unmasked Estep 
Score: -26598876.000000 Penalty: 6026.809082
	Iteration 30Q: 3 clusters Score -2.659888e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71539 members 
Mstep: Class 2 contains 117711 members 
Entering Unmasked Estep 
Score: -26598840.000000 Penalty: 6026.809082
	Iteration 31Q: 3 clusters Score -2.659884e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72444 members 
Mstep: Class 2 contains 116806 members 
Entering Unmasked Estep 
Score: -26598664.000000 Penalty: 6026.809082
	Iteration 32Q: 3 clusters Score -2.659866e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73402 members 
Mstep: Class 2 contains 115848 members 
Entering Unmasked Estep 
Score: -26598580.000000 Penalty: 6026.809082
	Iteration 33Q: 3 clusters Score -2.659858e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74393 members 
Mstep: Class 2 contains 114857 members 
Entering Unmasked Estep 
Score: -26598614.000000 Penalty: 6026.809082
	Iteration 34Q: 3 clusters Score -2.659861e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75471 members 
Mstep: Class 2 contains 113779 members 
Entering Unmasked Estep 
Score: -26598644.000000 Penalty: 6026.809082
	Iteration 35Q: 3 clusters Score -2.659864e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76608 members 
Mstep: Class 2 contains 112642 members 
Entering Unmasked Estep 
Score: -26598634.000000 Penalty: 6026.809082
	Iteration 36Q: 3 clusters Score -2.659863e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77838 members 
Mstep: Class 2 contains 111412 members 
Entering Unmasked Estep 
Score: -26598466.000000 Penalty: 6026.809082
	Iteration 37Q: 3 clusters Score -2.659847e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79262 members 
Mstep: Class 2 contains 109988 members 
Entering Unmasked Estep 
Score: -26598434.000000 Penalty: 6026.809082
	Iteration 38Q: 3 clusters Score -2.659843e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80857 members 
Mstep: Class 2 contains 108393 members 
Entering Unmasked Estep 
Score: -26598518.000000 Penalty: 6026.809082
	Iteration 39Q: 3 clusters Score -2.659852e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82689 members 
Mstep: Class 2 contains 106561 members 
Entering Unmasked Estep 
Score: -26598512.000000 Penalty: 6026.809082
	Iteration 40F: 3 clusters Score -2.659851e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84782 members 
Mstep: Class 2 contains 104468 members 
Entering Unmasked Estep 
Score: -26598634.000000 Penalty: 6026.809082
	Iteration 41Q: 3 clusters Score -2.659863e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87148 members 
Mstep: Class 2 contains 102102 members 
Entering Unmasked Estep 
Score: -26598804.000000 Penalty: 6026.809082
	Iteration 42Q: 3 clusters Score -2.65988e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89919 members 
Mstep: Class 2 contains 99331 members 
Entering Unmasked Estep 
Score: -26598812.000000 Penalty: 6026.809082
	Iteration 43Q: 3 clusters Score -2.659881e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93029 members 
Mstep: Class 2 contains 96221 members 
Entering Unmasked Estep 
Score: -26599034.000000 Penalty: 6026.809082
	Iteration 44Q: 3 clusters Score -2.659903e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96449 members 
Mstep: Class 2 contains 92801 members 
Entering Unmasked Estep 
Score: -26598982.000000 Penalty: 6026.809082
	Iteration 45Q: 3 clusters Score -2.659898e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100041 members 
Mstep: Class 2 contains 89209 members 
Entering Unmasked Estep 
Score: -26599384.000000 Penalty: 6026.809082
	Iteration 46Q: 3 clusters Score -2.659938e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103832 members 
Mstep: Class 2 contains 85418 members 
Entering Unmasked Estep 
Score: -26599680.000000 Penalty: 6026.809082
	Iteration 47Q: 3 clusters Score -2.659968e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107649 members 
Mstep: Class 2 contains 81601 members 
Entering Unmasked Estep 
Score: -26599928.000000 Penalty: 6026.809082
	Iteration 48Q: 3 clusters Score -2.659993e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111706 members 
Mstep: Class 2 contains 77544 members 
Entering Unmasked Estep 
Score: -26600480.000000 Penalty: 6026.809082
	Iteration 49Q: 3 clusters Score -2.660048e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115846 members 
Mstep: Class 2 contains 73404 members 
Entering Unmasked Estep 
Score: -26600780.000000 Penalty: 6026.809082
	Iteration 50Q: 3 clusters Score -2.660078e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120099 members 
Mstep: Class 2 contains 69151 members 
Entering Unmasked Estep 
Score: -26601192.000000 Penalty: 6026.809082
	Iteration 51Q: 3 clusters Score -2.660119e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124261 members 
Mstep: Class 2 contains 64989 members 
Entering Unmasked Estep 
Score: -26601766.000000 Penalty: 6026.809082
	Iteration 52Q: 3 clusters Score -2.660177e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128116 members 
Mstep: Class 2 contains 61134 members 
Entering Unmasked Estep 
Score: -26602322.000000 Penalty: 6026.809082
	Iteration 53Q: 3 clusters Score -2.660232e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131447 members 
Mstep: Class 2 contains 57803 members 
Entering Unmasked Estep 
Score: -26602564.000000 Penalty: 6026.809082
	Iteration 54Q: 3 clusters Score -2.660256e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134380 members 
Mstep: Class 2 contains 54870 members 
Entering Unmasked Estep 
Score: -26602640.000000 Penalty: 6026.809082
	Iteration 55Q: 3 clusters Score -2.660264e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136833 members 
Mstep: Class 2 contains 52417 members 
Entering Unmasked Estep 
Score: -26602754.000000 Penalty: 6026.809082
	Iteration 56Q: 3 clusters Score -2.660275e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139012 members 
Mstep: Class 2 contains 50238 members 
Entering Unmasked Estep 
Score: -26602820.000000 Penalty: 6026.809082
	Iteration 57Q: 3 clusters Score -2.660282e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140906 members 
Mstep: Class 2 contains 48344 members 
Entering Unmasked Estep 
Score: -26602916.000000 Penalty: 6026.809082
	Iteration 58Q: 3 clusters Score -2.660292e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142545 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -26603026.000000 Penalty: 6026.809082
	Iteration 59Q: 3 clusters Score -2.660303e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144028 members 
Mstep: Class 2 contains 45222 members 
Entering Unmasked Estep 
Score: -26605050.000000 Penalty: 6026.809082
	Iteration 60F: 3 clusters Score -2.660505e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146932 members 
Mstep: Class 2 contains 42318 members 
Entering Unmasked Estep 
Score: -26605910.000000 Penalty: 6026.809082
	Iteration 61Q: 3 clusters Score -2.660591e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149390 members 
Mstep: Class 2 contains 39860 members 
Entering Unmasked Estep 
Score: -26606276.000000 Penalty: 6026.809082
	Iteration 62Q: 3 clusters Score -2.660628e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151539 members 
Mstep: Class 2 contains 37711 members 
Entering Unmasked Estep 
Score: -26606732.000000 Penalty: 6026.809082
	Iteration 63Q: 3 clusters Score -2.660673e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153426 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -26607636.000000 Penalty: 6026.809082
	Iteration 64Q: 3 clusters Score -2.660764e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155351 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -26608640.000000 Penalty: 6026.809082
	Iteration 65Q: 3 clusters Score -2.660864e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157331 members 
Mstep: Class 2 contains 31919 members 
Entering Unmasked Estep 
Score: -26610120.000000 Penalty: 6026.809082
	Iteration 66Q: 3 clusters Score -2.661012e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159374 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -26611142.000000 Penalty: 6026.809082
	Iteration 67Q: 3 clusters Score -2.661114e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161441 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -26612190.000000 Penalty: 6026.809082
	Iteration 68Q: 3 clusters Score -2.661219e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163619 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -26613030.000000 Penalty: 6026.809082
	Iteration 69Q: 3 clusters Score -2.661303e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165872 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -26613602.000000 Penalty: 6026.809082
	Iteration 70Q: 3 clusters Score -2.66136e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168150 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -26614180.000000 Penalty: 6026.809082
	Iteration 71Q: 3 clusters Score -2.661418e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170388 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -26614428.000000 Penalty: 6026.809082
	Iteration 72Q: 3 clusters Score -2.661443e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172637 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -26614258.000000 Penalty: 6026.809082
	Iteration 73Q: 3 clusters Score -2.661426e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174845 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -26613614.000000 Penalty: 6026.809082
	Iteration 74Q: 3 clusters Score -2.661361e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176800 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -26612826.000000 Penalty: 6026.809082
	Iteration 75Q: 3 clusters Score -2.661283e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178524 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -26611846.000000 Penalty: 6026.809082
	Iteration 76Q: 3 clusters Score -2.661185e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180057 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -26610978.000000 Penalty: 6026.809082
	Iteration 77Q: 3 clusters Score -2.661098e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181379 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -26610408.000000 Penalty: 6026.809082
	Iteration 78Q: 3 clusters Score -2.661041e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182557 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -26609844.000000 Penalty: 6026.809082
	Iteration 79Q: 3 clusters Score -2.660984e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183565 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -26609326.000000 Penalty: 6026.809082
	Iteration 80F: 3 clusters Score -2.660933e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184448 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -26608726.000000 Penalty: 6026.809082
	Iteration 81Q: 3 clusters Score -2.660873e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185162 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -26608020.000000 Penalty: 6026.809082
	Iteration 82Q: 3 clusters Score -2.660802e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185698 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -26607684.000000 Penalty: 6026.809082
	Iteration 83Q: 3 clusters Score -2.660768e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186099 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -26607192.000000 Penalty: 6026.809082
	Iteration 84Q: 3 clusters Score -2.660719e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186388 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -26606936.000000 Penalty: 6026.809082
	Iteration 85Q: 3 clusters Score -2.660694e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186635 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -26606734.000000 Penalty: 6026.809082
	Iteration 86Q: 3 clusters Score -2.660673e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186851 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -26606564.000000 Penalty: 6026.809082
	Iteration 87Q: 3 clusters Score -2.660656e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187013 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -26606492.000000 Penalty: 6026.809082
	Iteration 88Q: 3 clusters Score -2.660649e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187139 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -26606390.000000 Penalty: 6026.809082
	Iteration 89Q: 3 clusters Score -2.660639e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187224 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -26606296.000000 Penalty: 6026.809082
	Iteration 90Q: 3 clusters Score -2.66063e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187309 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -26606198.000000 Penalty: 6026.809082
	Iteration 91Q: 3 clusters Score -2.66062e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187371 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -26606168.000000 Penalty: 6026.809082
	Iteration 92Q: 3 clusters Score -2.660617e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187436 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -26606132.000000 Penalty: 6026.809082
	Iteration 93Q: 3 clusters Score -2.660613e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187492 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -26606060.000000 Penalty: 6026.809082
	Iteration 94Q: 3 clusters Score -2.660606e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187540 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -26606052.000000 Penalty: 6026.809082
	Iteration 95Q: 3 clusters Score -2.660605e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187586 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -26605976.000000 Penalty: 6026.809082
	Iteration 96Q: 3 clusters Score -2.660598e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187626 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -26605938.000000 Penalty: 6026.809082
	Iteration 97Q: 3 clusters Score -2.660594e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187651 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -26605880.000000 Penalty: 6026.809082
	Iteration 98Q: 3 clusters Score -2.660588e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187672 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -26605858.000000 Penalty: 6026.809082
	Iteration 99Q: 3 clusters Score -2.660586e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187688 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -26605854.000000 Penalty: 6026.809082
	Iteration 100F: 3 clusters Score -2.660585e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187704 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -26605830.000000 Penalty: 6026.809082
	Iteration 101Q: 3 clusters Score -2.660583e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187717 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -26605826.000000 Penalty: 6026.809082
	Iteration 102Q: 3 clusters Score -2.660583e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187726 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -26605822.000000 Penalty: 6026.809082
	Iteration 103Q: 3 clusters Score -2.660582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187733 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -26605814.000000 Penalty: 6026.809082
	Iteration 104Q: 3 clusters Score -2.660581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187738 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -26605798.000000 Penalty: 6026.809082
	Iteration 105Q: 3 clusters Score -2.66058e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187743 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -26605796.000000 Penalty: 6026.809082
	Iteration 106Q: 3 clusters Score -2.66058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187746 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -26605796.000000 Penalty: 6026.809082
	Iteration 107Q: 3 clusters Score -2.66058e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187749 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -26605804.000000 Penalty: 6026.809082
	Iteration 108Q: 3 clusters Score -2.66058e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187760 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -26605810.000000 Penalty: 6026.809082
	Iteration 109Q: 3 clusters Score -2.660581e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187767 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -26605772.000000 Penalty: 6026.809082
	Iteration 110Q: 3 clusters Score -2.660577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187771 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -26605768.000000 Penalty: 6026.809082
	Iteration 111Q: 3 clusters Score -2.660577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187772 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -26605766.000000 Penalty: 6026.809082
	Iteration 112Q: 3 clusters Score -2.660577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187774 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -26605782.000000 Penalty: 6026.809082
	Iteration 113Q: 3 clusters Score -2.660578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187779 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -26605768.000000 Penalty: 6026.809082
	Iteration 114Q: 3 clusters Score -2.660577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187782 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -26605790.000000 Penalty: 6026.809082
	Iteration 115Q: 3 clusters Score -2.660579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187783 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -26605784.000000 Penalty: 6026.809082
	Iteration 116Q: 3 clusters Score -2.660578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187785 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -26605778.000000 Penalty: 6026.809082
	Iteration 117Q: 3 clusters Score -2.660578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187787 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -26605764.000000 Penalty: 6026.809082
	Iteration 118Q: 3 clusters Score -2.660576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187788 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -26605762.000000 Penalty: 6026.809082
	Iteration 119Q: 3 clusters Score -2.660576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187789 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -26605762.000000 Penalty: 6026.809082
	Iteration 120F: 3 clusters Score -2.660576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187790 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -26605764.000000 Penalty: 6026.809082
	Iteration 121Q: 3 clusters Score -2.660576e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187790 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -26605764.000000 Penalty: 6026.809082
	Iteration 122F: 3 clusters Score -2.660576e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 67007 members 
Mstep: Class 3 contains 1397 members 
Mstep: Class 4 contains 1460 members 
Mstep: Class 5 contains 1076 members 
Mstep: Class 7 contains 28218 members 
Mstep: Class 8 contains 165389 members 
Mstep: Class 10 contains 180779 members 
Mstep: Class 11 contains 8882 members 
Mstep: Class 12 contains 147481 members 
Mstep: Class 13 contains 7568 members 
Mstep: Class 14 contains 14199 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 133739 members 
Mstep: Class 17 contains 5928 members 
Mstep: Class 18 contains 187790 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 21 contains 3364 members 
Entering Unmasked Estep 
Score: -132595960.000000 Penalty: 61495.230469
Splitting cluster 18 changes total score from -132586488.000000 to -132595960.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 20 (4401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Entering Unmasked Estep 
Score: -597798.375000 Penalty: 2080.617676
	Iteration 0F: 2 clusters Score -597798.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -593643.062500 Penalty: 4161.235352
	Iteration 0F: 3 clusters Score -593643.1 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -594809.750000 Penalty: 4161.235352
	Iteration 1F: 3 clusters Score -594809.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -595832.937500 Penalty: 4161.235352
	Iteration 2F: 3 clusters Score -595832.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -599876.187500 Penalty: 4161.235352
	Iteration 3F: 3 clusters Score -599876.2 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -601793.375000 Penalty: 4161.235352
	Iteration 4F: 3 clusters Score -601793.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -602429.250000 Penalty: 4161.235352
	Iteration 5F: 3 clusters Score -602429.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -602631.312500 Penalty: 4161.235352
	Iteration 6Q: 3 clusters Score -602631.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -602753.875000 Penalty: 4161.235352
	Iteration 7Q: 3 clusters Score -602753.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -602895.687500 Penalty: 4161.235352
	Iteration 8Q: 3 clusters Score -602895.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -603129.625000 Penalty: 4161.235352
	Iteration 9Q: 3 clusters Score -603129.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -603477.062500 Penalty: 4161.235352
	Iteration 10Q: 3 clusters Score -603477.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -603652.687500 Penalty: 4161.235352
	Iteration 11Q: 3 clusters Score -603652.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -603675.375000 Penalty: 4161.235352
	Iteration 12Q: 3 clusters Score -603675.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -603724.875000 Penalty: 4161.235352
	Iteration 13Q: 3 clusters Score -603724.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -603724.875000 Penalty: 4161.235352
	Iteration 14F: 3 clusters Score -603724.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 67007 members 
Mstep: Class 3 contains 1397 members 
Mstep: Class 4 contains 1460 members 
Mstep: Class 5 contains 1076 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 28218 members 
Mstep: Class 8 contains 165389 members 
Mstep: Class 10 contains 180779 members 
Mstep: Class 11 contains 8882 members 
Mstep: Class 12 contains 147481 members 
Mstep: Class 13 contains 7568 members 
Mstep: Class 14 contains 14199 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 133739 members 
Mstep: Class 17 contains 5928 members 
Mstep: Class 18 contains 187790 members 
Mstep: Class 20 contains 593 members 
Mstep: Class 21 contains 3364 members 
Entering Unmasked Estep 
Score: -132600592.000000 Penalty: 64911.632812
Splitting cluster 20 changes total score from -132586488.000000 to -132600592.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 21 (3364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Entering Unmasked Estep 
Score: -457539.843750 Penalty: 2013.979736
	Iteration 0F: 2 clusters Score -457539.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -454056.156250 Penalty: 4027.959473
	Iteration 0F: 3 clusters Score -454056.2 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -454793.906250 Penalty: 4027.959473
	Iteration 1F: 3 clusters Score -454793.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -454950.968750 Penalty: 4027.959473
	Iteration 2F: 3 clusters Score -454951 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -455043.625000 Penalty: 4027.959473
	Iteration 3Q: 3 clusters Score -455043.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -455099.718750 Penalty: 4027.959473
	Iteration 4Q: 3 clusters Score -455099.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -455139.031250 Penalty: 4027.959473
	Iteration 5Q: 3 clusters Score -455139 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -455174.500000 Penalty: 4027.959473
	Iteration 6Q: 3 clusters Score -455174.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -455199.437500 Penalty: 4027.959473
	Iteration 7Q: 3 clusters Score -455199.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -455214.593750 Penalty: 4027.959473
	Iteration 8Q: 3 clusters Score -455214.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -455224.875000 Penalty: 4027.959473
	Iteration 9Q: 3 clusters Score -455224.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -455232.781250 Penalty: 4027.959473
	Iteration 10Q: 3 clusters Score -455232.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -455244.062500 Penalty: 4027.959473
	Iteration 11Q: 3 clusters Score -455244.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -455253.968750 Penalty: 4027.959473
	Iteration 12Q: 3 clusters Score -455254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -455261.250000 Penalty: 4027.959473
	Iteration 13Q: 3 clusters Score -455261.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -455266.937500 Penalty: 4027.959473
	Iteration 14Q: 3 clusters Score -455266.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -455271.562500 Penalty: 4027.959473
	Iteration 15Q: 3 clusters Score -455271.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -455275.531250 Penalty: 4027.959473
	Iteration 16Q: 3 clusters Score -455275.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -455281.093750 Penalty: 4027.959473
	Iteration 17Q: 3 clusters Score -455281.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -455284.343750 Penalty: 4027.959473
	Iteration 18Q: 3 clusters Score -455284.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -455289.500000 Penalty: 4027.959473
	Iteration 19Q: 3 clusters Score -455289.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -455293.187500 Penalty: 4027.959473
	Iteration 20F: 3 clusters Score -455293.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -455296.281250 Penalty: 4027.959473
	Iteration 21Q: 3 clusters Score -455296.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -455301.406250 Penalty: 4027.959473
	Iteration 22Q: 3 clusters Score -455301.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -455307.437500 Penalty: 4027.959473
	Iteration 23Q: 3 clusters Score -455307.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -455312.218750 Penalty: 4027.959473
	Iteration 24Q: 3 clusters Score -455312.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -455314.093750 Penalty: 4027.959473
	Iteration 25Q: 3 clusters Score -455314.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -455317.093750 Penalty: 4027.959473
	Iteration 26Q: 3 clusters Score -455317.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -455319.843750 Penalty: 4027.959473
	Iteration 27Q: 3 clusters Score -455319.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -455321.218750 Penalty: 4027.959473
	Iteration 28Q: 3 clusters Score -455321.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -455322.375000 Penalty: 4027.959473
	Iteration 29Q: 3 clusters Score -455322.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -455323.687500 Penalty: 4027.959473
	Iteration 30Q: 3 clusters Score -455323.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -455324.312500 Penalty: 4027.959473
	Iteration 31Q: 3 clusters Score -455324.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -455325.406250 Penalty: 4027.959473
	Iteration 32Q: 3 clusters Score -455325.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -455326.937500 Penalty: 4027.959473
	Iteration 33Q: 3 clusters Score -455326.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -455327.687500 Penalty: 4027.959473
	Iteration 34Q: 3 clusters Score -455327.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -455327.187500 Penalty: 4027.959473
	Iteration 35Q: 3 clusters Score -455327.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -455327.187500 Penalty: 4027.959473
	Iteration 36F: 3 clusters Score -455327.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 67007 members 
Mstep: Class 5 contains 1076 members 
Mstep: Class 7 contains 28218 members 
Mstep: Class 8 contains 165389 members 
Mstep: Class 10 contains 180779 members 
Mstep: Class 11 contains 8882 members 
Mstep: Class 12 contains 147481 members 
Mstep: Class 13 contains 7568 members 
Mstep: Class 14 contains 14199 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 133739 members 
Mstep: Class 17 contains 5928 members 
Mstep: Class 18 contains 187790 members 
Mstep: Class 20 contains 593 members 
Mstep: Class 21 contains 3364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 3342.662109 but Gain 3416.402344
Score: -132602896.000000 Penalty: 61495.230469
Iteration 39Q: 19 clusters Score -1.326029e+08 nChanged 14837
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 67089 members 
Mstep: Class 3 contains 1395 members 
Mstep: Class 5 contains 1077 members 
Mstep: Class 6 contains 3837 members 
Mstep: Class 7 contains 28198 members 
Mstep: Class 8 contains 167795 members 
Mstep: Class 10 contains 180021 members 
Mstep: Class 11 contains 8864 members 
Mstep: Class 12 contains 145656 members 
Mstep: Class 13 contains 7949 members 
Mstep: Class 14 contains 14069 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 133250 members 
Mstep: Class 17 contains 5861 members 
Mstep: Class 18 contains 189645 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132605296.000000 Penalty: 61495.230469
Iteration 40F: 19 clusters Score -1.326053e+08 nChanged 13967
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 67177 members 
Mstep: Class 3 contains 1402 members 
Mstep: Class 5 contains 1082 members 
Mstep: Class 6 contains 3842 members 
Mstep: Class 7 contains 28187 members 
Mstep: Class 8 contains 171078 members 
Mstep: Class 10 contains 179106 members 
Mstep: Class 11 contains 8820 members 
Mstep: Class 12 contains 143897 members 
Mstep: Class 13 contains 8933 members 
Mstep: Class 14 contains 13943 members 
Mstep: Class 15 contains 1237 members 
Mstep: Class 16 contains 132544 members 
Mstep: Class 17 contains 5747 members 
Mstep: Class 18 contains 188932 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132607560.000000 Penalty: 61495.230469
Iteration 41Q: 19 clusters Score -1.326076e+08 nChanged 13845
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 67316 members 
Mstep: Class 3 contains 1405 members 
Mstep: Class 5 contains 1086 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 28161 members 
Mstep: Class 8 contains 174298 members 
Mstep: Class 10 contains 178125 members 
Mstep: Class 11 contains 8787 members 
Mstep: Class 12 contains 142438 members 
Mstep: Class 13 contains 10023 members 
Mstep: Class 14 contains 13804 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 132194 members 
Mstep: Class 17 contains 5636 members 
Mstep: Class 18 contains 187575 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132611072.000000 Penalty: 61495.230469
Iteration 42Q: 19 clusters Score -1.326111e+08 nChanged 14145
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 67415 members 
Mstep: Class 3 contains 1406 members 
Mstep: Class 5 contains 1091 members 
Mstep: Class 6 contains 3847 members 
Mstep: Class 7 contains 28133 members 
Mstep: Class 8 contains 177323 members 
Mstep: Class 10 contains 177197 members 
Mstep: Class 11 contains 8727 members 
Mstep: Class 12 contains 141106 members 
Mstep: Class 13 contains 11117 members 
Mstep: Class 14 contains 13670 members 
Mstep: Class 15 contains 1237 members 
Mstep: Class 16 contains 132228 members 
Mstep: Class 17 contains 5528 members 
Mstep: Class 18 contains 185900 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132614456.000000 Penalty: 61495.230469
Iteration 43Q: 19 clusters Score -1.326145e+08 nChanged 13884
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 67542 members 
Mstep: Class 3 contains 1406 members 
Mstep: Class 5 contains 1095 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 28097 members 
Mstep: Class 8 contains 179459 members 
Mstep: Class 10 contains 176484 members 
Mstep: Class 11 contains 8648 members 
Mstep: Class 12 contains 139889 members 
Mstep: Class 13 contains 12122 members 
Mstep: Class 14 contains 13534 members 
Mstep: Class 15 contains 1237 members 
Mstep: Class 16 contains 132731 members 
Mstep: Class 17 contains 5432 members 
Mstep: Class 18 contains 184387 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132617240.000000 Penalty: 61495.230469
Iteration 44Q: 19 clusters Score -1.326172e+08 nChanged 12790
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 67661 members 
Mstep: Class 3 contains 1406 members 
Mstep: Class 5 contains 1098 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 28079 members 
Mstep: Class 8 contains 180145 members 
Mstep: Class 10 contains 176352 members 
Mstep: Class 11 contains 8554 members 
Mstep: Class 12 contains 138909 members 
Mstep: Class 13 contains 12924 members 
Mstep: Class 14 contains 13463 members 
Mstep: Class 15 contains 1237 members 
Mstep: Class 16 contains 133667 members 
Mstep: Class 17 contains 5342 members 
Mstep: Class 18 contains 183226 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132620160.000000 Penalty: 61495.230469
Iteration 45Q: 19 clusters Score -1.326202e+08 nChanged 11329
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 67799 members 
Mstep: Class 3 contains 1406 members 
Mstep: Class 5 contains 1098 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 28066 members 
Mstep: Class 8 contains 179755 members 
Mstep: Class 10 contains 176499 members 
Mstep: Class 11 contains 8427 members 
Mstep: Class 12 contains 138015 members 
Mstep: Class 13 contains 13508 members 
Mstep: Class 14 contains 13401 members 
Mstep: Class 15 contains 1237 members 
Mstep: Class 16 contains 134911 members 
Mstep: Class 17 contains 5282 members 
Mstep: Class 18 contains 182664 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132621688.000000 Penalty: 61495.230469
Iteration 46Q: 19 clusters Score -1.326217e+08 nChanged 9828
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 67918 members 
Mstep: Class 3 contains 1406 members 
Mstep: Class 5 contains 1099 members 
Mstep: Class 6 contains 3846 members 
Mstep: Class 7 contains 28079 members 
Mstep: Class 8 contains 178646 members 
Mstep: Class 10 contains 176771 members 
Mstep: Class 11 contains 8330 members 
Mstep: Class 12 contains 137276 members 
Mstep: Class 13 contains 13906 members 
Mstep: Class 14 contains 13326 members 
Mstep: Class 15 contains 1237 members 
Mstep: Class 16 contains 136564 members 
Mstep: Class 17 contains 5231 members 
Mstep: Class 18 contains 182284 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132623576.000000 Penalty: 61495.230469
Iteration 47Q: 19 clusters Score -1.326236e+08 nChanged 8378
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 67986 members 
Mstep: Class 3 contains 1406 members 
Mstep: Class 5 contains 1099 members 
Mstep: Class 6 contains 3846 members 
Mstep: Class 7 contains 28089 members 
Mstep: Class 8 contains 177286 members 
Mstep: Class 10 contains 177106 members 
Mstep: Class 11 contains 8239 members 
Mstep: Class 12 contains 136645 members 
Mstep: Class 13 contains 14179 members 
Mstep: Class 14 contains 13274 members 
Mstep: Class 15 contains 1237 members 
Mstep: Class 16 contains 138324 members 
Mstep: Class 17 contains 5191 members 
Mstep: Class 18 contains 182020 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132625640.000000 Penalty: 61495.230469
Iteration 48Q: 19 clusters Score -1.326256e+08 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 67996 members 
Mstep: Class 3 contains 1406 members 
Mstep: Class 5 contains 1103 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 28104 members 
Mstep: Class 8 contains 175927 members 
Mstep: Class 10 contains 177413 members 
Mstep: Class 11 contains 8143 members 
Mstep: Class 12 contains 136059 members 
Mstep: Class 13 contains 14387 members 
Mstep: Class 14 contains 13199 members 
Mstep: Class 15 contains 1237 members 
Mstep: Class 16 contains 140064 members 
Mstep: Class 17 contains 5139 members 
Mstep: Class 18 contains 181903 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3359 members 
Entering Unmasked Estep 
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Iteration 49Q: 19 clusters Score -1.326267e+08 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 67973 members 
Mstep: Class 3 contains 1406 members 
Mstep: Class 5 contains 1102 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 28127 members 
Mstep: Class 8 contains 174659 members 
Mstep: Class 10 contains 177671 members 
Mstep: Class 11 contains 8066 members 
Mstep: Class 12 contains 135529 members 
Mstep: Class 13 contains 14535 members 
Mstep: Class 14 contains 13119 members 
Mstep: Class 15 contains 1237 members 
Mstep: Class 16 contains 141667 members 
Mstep: Class 17 contains 5080 members 
Mstep: Class 18 contains 181913 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3358 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 50Q: 19 clusters Score -1.326276e+08 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 67956 members 
Mstep: Class 3 contains 1406 members 
Mstep: Class 5 contains 1103 members 
Mstep: Class 6 contains 3846 members 
Mstep: Class 7 contains 28140 members 
Mstep: Class 8 contains 173552 members 
Mstep: Class 10 contains 177810 members 
Mstep: Class 11 contains 8013 members 
Mstep: Class 12 contains 135087 members 
Mstep: Class 13 contains 14627 members 
Mstep: Class 14 contains 13038 members 
Mstep: Class 15 contains 1237 members 
Mstep: Class 16 contains 143133 members 
Mstep: Class 17 contains 5045 members 
Mstep: Class 18 contains 181940 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132628360.000000 Penalty: 61495.230469
Iteration 51Q: 19 clusters Score -1.326284e+08 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 67919 members 
Mstep: Class 3 contains 1406 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 3847 members 
Mstep: Class 7 contains 28159 members 
Mstep: Class 8 contains 172700 members 
Mstep: Class 10 contains 177912 members 
Mstep: Class 11 contains 7968 members 
Mstep: Class 12 contains 134686 members 
Mstep: Class 13 contains 14682 members 
Mstep: Class 14 contains 12933 members 
Mstep: Class 15 contains 1237 members 
Mstep: Class 16 contains 144395 members 
Mstep: Class 17 contains 5013 members 
Mstep: Class 18 contains 181972 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132628776.000000 Penalty: 61495.230469
Iteration 52Q: 19 clusters Score -1.326288e+08 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 67880 members 
Mstep: Class 3 contains 1406 members 
Mstep: Class 5 contains 1103 members 
Mstep: Class 6 contains 3846 members 
Mstep: Class 7 contains 28189 members 
Mstep: Class 8 contains 171845 members 
Mstep: Class 10 contains 177929 members 
Mstep: Class 11 contains 7923 members 
Mstep: Class 12 contains 134344 members 
Mstep: Class 13 contains 14754 members 
Mstep: Class 14 contains 12837 members 
Mstep: Class 15 contains 1237 members 
Mstep: Class 16 contains 145591 members 
Mstep: Class 17 contains 4994 members 
Mstep: Class 18 contains 182056 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132629496.000000 Penalty: 61495.230469
Iteration 53Q: 19 clusters Score -1.326295e+08 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 67831 members 
Mstep: Class 3 contains 1406 members 
Mstep: Class 5 contains 1103 members 
Mstep: Class 6 contains 3847 members 
Mstep: Class 7 contains 28223 members 
Mstep: Class 8 contains 171143 members 
Mstep: Class 10 contains 177904 members 
Mstep: Class 11 contains 7875 members 
Mstep: Class 12 contains 134063 members 
Mstep: Class 13 contains 14795 members 
Mstep: Class 14 contains 12750 members 
Mstep: Class 15 contains 1237 members 
Mstep: Class 16 contains 146713 members 
Mstep: Class 17 contains 4973 members 
Mstep: Class 18 contains 182071 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3358 members 
Entering Unmasked Estep 
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Iteration 54Q: 19 clusters Score -1.326299e+08 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 67802 members 
Mstep: Class 3 contains 1406 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 3847 members 
Mstep: Class 7 contains 28231 members 
Mstep: Class 8 contains 170493 members 
Mstep: Class 10 contains 177806 members 
Mstep: Class 11 contains 7837 members 
Mstep: Class 12 contains 133807 members 
Mstep: Class 13 contains 14844 members 
Mstep: Class 14 contains 12680 members 
Mstep: Class 15 contains 1237 members 
Mstep: Class 16 contains 147830 members 
Mstep: Class 17 contains 4960 members 
Mstep: Class 18 contains 182050 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132630800.000000 Penalty: 61495.230469
Iteration 55Q: 19 clusters Score -1.326308e+08 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 67754 members 
Mstep: Class 3 contains 1406 members 
Mstep: Class 5 contains 1109 members 
Mstep: Class 6 contains 3847 members 
Mstep: Class 7 contains 28250 members 
Mstep: Class 8 contains 169875 members 
Mstep: Class 10 contains 177762 members 
Mstep: Class 11 contains 7818 members 
Mstep: Class 12 contains 133577 members 
Mstep: Class 13 contains 14874 members 
Mstep: Class 14 contains 12582 members 
Mstep: Class 15 contains 1237 members 
Mstep: Class 16 contains 148875 members 
Mstep: Class 17 contains 4945 members 
Mstep: Class 18 contains 182029 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132631648.000000 Penalty: 61495.230469
Iteration 56Q: 19 clusters Score -1.326316e+08 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 67701 members 
Mstep: Class 3 contains 1406 members 
Mstep: Class 5 contains 1109 members 
Mstep: Class 6 contains 3847 members 
Mstep: Class 7 contains 28273 members 
Mstep: Class 8 contains 169333 members 
Mstep: Class 10 contains 177700 members 
Mstep: Class 11 contains 7800 members 
Mstep: Class 12 contains 133398 members 
Mstep: Class 13 contains 14899 members 
Mstep: Class 14 contains 12501 members 
Mstep: Class 15 contains 1237 members 
Mstep: Class 16 contains 149796 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 182010 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132632136.000000 Penalty: 61495.230469
Iteration 57Q: 19 clusters Score -1.326321e+08 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 67653 members 
Mstep: Class 3 contains 1406 members 
Mstep: Class 5 contains 1109 members 
Mstep: Class 6 contains 3847 members 
Mstep: Class 7 contains 28277 members 
Mstep: Class 8 contains 168888 members 
Mstep: Class 10 contains 177549 members 
Mstep: Class 11 contains 7778 members 
Mstep: Class 12 contains 133236 members 
Mstep: Class 13 contains 14921 members 
Mstep: Class 14 contains 12433 members 
Mstep: Class 15 contains 1237 members 
Mstep: Class 16 contains 150717 members 
Mstep: Class 17 contains 4910 members 
Mstep: Class 18 contains 181977 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132632792.000000 Penalty: 61495.230469
Iteration 58Q: 19 clusters Score -1.326328e+08 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 67594 members 
Mstep: Class 3 contains 1406 members 
Mstep: Class 5 contains 1109 members 
Mstep: Class 6 contains 3847 members 
Mstep: Class 7 contains 28279 members 
Mstep: Class 8 contains 168514 members 
Mstep: Class 10 contains 177358 members 
Mstep: Class 11 contains 7758 members 
Mstep: Class 12 contains 133072 members 
Mstep: Class 13 contains 14941 members 
Mstep: Class 14 contains 12347 members 
Mstep: Class 15 contains 1237 members 
Mstep: Class 16 contains 151620 members 
Mstep: Class 17 contains 4891 members 
Mstep: Class 18 contains 181963 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132633256.000000 Penalty: 61495.230469
Iteration 59Q: 19 clusters Score -1.326333e+08 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 67544 members 
Mstep: Class 3 contains 1406 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 3846 members 
Mstep: Class 7 contains 28269 members 
Mstep: Class 8 contains 168255 members 
Mstep: Class 10 contains 177162 members 
Mstep: Class 11 contains 7731 members 
Mstep: Class 12 contains 132922 members 
Mstep: Class 13 contains 14957 members 
Mstep: Class 14 contains 12268 members 
Mstep: Class 15 contains 1237 members 
Mstep: Class 16 contains 152396 members 
Mstep: Class 17 contains 4876 members 
Mstep: Class 18 contains 181962 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132634512.000000 Penalty: 61495.230469
Iteration 60F: 19 clusters Score -1.326345e+08 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 67500 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 3846 members 
Mstep: Class 7 contains 28261 members 
Mstep: Class 8 contains 168075 members 
Mstep: Class 10 contains 176953 members 
Mstep: Class 11 contains 7705 members 
Mstep: Class 12 contains 132795 members 
Mstep: Class 13 contains 15530 members 
Mstep: Class 14 contains 12191 members 
Mstep: Class 15 contains 1234 members 
Mstep: Class 16 contains 153069 members 
Mstep: Class 17 contains 4867 members 
Mstep: Class 18 contains 181395 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132636368.000000 Penalty: 61495.230469
Iteration 61Q: 19 clusters Score -1.326364e+08 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 67473 members 
Mstep: Class 3 contains 1417 members 
Mstep: Class 5 contains 1101 members 
Mstep: Class 6 contains 3846 members 
Mstep: Class 7 contains 28243 members 
Mstep: Class 8 contains 168068 members 
Mstep: Class 10 contains 176694 members 
Mstep: Class 11 contains 7680 members 
Mstep: Class 12 contains 132606 members 
Mstep: Class 13 contains 15931 members 
Mstep: Class 14 contains 12133 members 
Mstep: Class 15 contains 1229 members 
Mstep: Class 16 contains 153728 members 
Mstep: Class 17 contains 4862 members 
Mstep: Class 18 contains 180925 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3360 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 62Q: 19 clusters Score -1.326379e+08 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 67454 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 5 contains 1099 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 28214 members 
Mstep: Class 8 contains 168107 members 
Mstep: Class 10 contains 176370 members 
Mstep: Class 11 contains 7644 members 
Mstep: Class 12 contains 132402 members 
Mstep: Class 13 contains 16219 members 
Mstep: Class 14 contains 12062 members 
Mstep: Class 15 contains 1227 members 
Mstep: Class 16 contains 154440 members 
Mstep: Class 17 contains 4852 members 
Mstep: Class 18 contains 180583 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132639000.000000 Penalty: 61495.230469
Iteration 63Q: 19 clusters Score -1.32639e+08 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 67431 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 5 contains 1098 members 
Mstep: Class 6 contains 3846 members 
Mstep: Class 7 contains 28178 members 
Mstep: Class 8 contains 168161 members 
Mstep: Class 10 contains 176011 members 
Mstep: Class 11 contains 7600 members 
Mstep: Class 12 contains 132173 members 
Mstep: Class 13 contains 16445 members 
Mstep: Class 14 contains 12005 members 
Mstep: Class 15 contains 1224 members 
Mstep: Class 16 contains 155132 members 
Mstep: Class 17 contains 4845 members 
Mstep: Class 18 contains 180363 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3363 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 64Q: 19 clusters Score -1.326398e+08 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 67403 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 5 contains 1098 members 
Mstep: Class 6 contains 3847 members 
Mstep: Class 7 contains 28153 members 
Mstep: Class 8 contains 168163 members 
Mstep: Class 10 contains 175597 members 
Mstep: Class 11 contains 7559 members 
Mstep: Class 12 contains 131982 members 
Mstep: Class 13 contains 16610 members 
Mstep: Class 14 contains 11954 members 
Mstep: Class 15 contains 1224 members 
Mstep: Class 16 contains 155894 members 
Mstep: Class 17 contains 4841 members 
Mstep: Class 18 contains 180187 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3365 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 65Q: 19 clusters Score -1.326408e+08 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 67399 members 
Mstep: Class 3 contains 1421 members 
Mstep: Class 5 contains 1098 members 
Mstep: Class 6 contains 3846 members 
Mstep: Class 7 contains 28131 members 
Mstep: Class 8 contains 168097 members 
Mstep: Class 10 contains 175223 members 
Mstep: Class 11 contains 7519 members 
Mstep: Class 12 contains 131809 members 
Mstep: Class 13 contains 16731 members 
Mstep: Class 14 contains 11895 members 
Mstep: Class 15 contains 1225 members 
Mstep: Class 16 contains 156741 members 
Mstep: Class 17 contains 4834 members 
Mstep: Class 18 contains 179972 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3359 members 
Entering Unmasked Estep 
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Iteration 66Q: 19 clusters Score -1.326415e+08 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 67385 members 
Mstep: Class 3 contains 1421 members 
Mstep: Class 5 contains 1098 members 
Mstep: Class 6 contains 3846 members 
Mstep: Class 7 contains 28101 members 
Mstep: Class 8 contains 167965 members 
Mstep: Class 10 contains 174862 members 
Mstep: Class 11 contains 7493 members 
Mstep: Class 12 contains 131660 members 
Mstep: Class 13 contains 16825 members 
Mstep: Class 14 contains 11842 members 
Mstep: Class 15 contains 1225 members 
Mstep: Class 16 contains 157577 members 
Mstep: Class 17 contains 4831 members 
Mstep: Class 18 contains 179809 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3359 members 
Entering Unmasked Estep 
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Iteration 67Q: 19 clusters Score -1.326426e+08 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 67393 members 
Mstep: Class 3 contains 1421 members 
Mstep: Class 5 contains 1098 members 
Mstep: Class 6 contains 3846 members 
Mstep: Class 7 contains 28063 members 
Mstep: Class 8 contains 167785 members 
Mstep: Class 10 contains 174529 members 
Mstep: Class 11 contains 7477 members 
Mstep: Class 12 contains 131495 members 
Mstep: Class 13 contains 16884 members 
Mstep: Class 14 contains 11788 members 
Mstep: Class 15 contains 1225 members 
Mstep: Class 16 contains 158450 members 
Mstep: Class 17 contains 4829 members 
Mstep: Class 18 contains 179666 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3351 members 
Entering Unmasked Estep 
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Iteration 68Q: 19 clusters Score -1.326431e+08 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 67382 members 
Mstep: Class 3 contains 1421 members 
Mstep: Class 5 contains 1097 members 
Mstep: Class 6 contains 3846 members 
Mstep: Class 7 contains 28023 members 
Mstep: Class 8 contains 167565 members 
Mstep: Class 10 contains 174232 members 
Mstep: Class 11 contains 7439 members 
Mstep: Class 12 contains 131356 members 
Mstep: Class 13 contains 16948 members 
Mstep: Class 14 contains 11729 members 
Mstep: Class 15 contains 1225 members 
Mstep: Class 16 contains 159343 members 
Mstep: Class 17 contains 4821 members 
Mstep: Class 18 contains 179522 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3351 members 
Entering Unmasked Estep 
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Iteration 69Q: 19 clusters Score -1.32644e+08 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 67377 members 
Mstep: Class 3 contains 1421 members 
Mstep: Class 5 contains 1097 members 
Mstep: Class 6 contains 3846 members 
Mstep: Class 7 contains 27988 members 
Mstep: Class 8 contains 167232 members 
Mstep: Class 10 contains 173882 members 
Mstep: Class 11 contains 7407 members 
Mstep: Class 12 contains 131211 members 
Mstep: Class 13 contains 17004 members 
Mstep: Class 14 contains 11690 members 
Mstep: Class 15 contains 1225 members 
Mstep: Class 16 contains 160398 members 
Mstep: Class 17 contains 4797 members 
Mstep: Class 18 contains 179372 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3353 members 
Entering Unmasked Estep 
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Iteration 70Q: 19 clusters Score -1.326451e+08 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 67370 members 
Mstep: Class 3 contains 1421 members 
Mstep: Class 5 contains 1096 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 27971 members 
Mstep: Class 8 contains 166804 members 
Mstep: Class 10 contains 173447 members 
Mstep: Class 11 contains 7386 members 
Mstep: Class 12 contains 131048 members 
Mstep: Class 13 contains 17045 members 
Mstep: Class 14 contains 11650 members 
Mstep: Class 15 contains 1225 members 
Mstep: Class 16 contains 161641 members 
Mstep: Class 17 contains 4785 members 
Mstep: Class 18 contains 179206 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132646128.000000 Penalty: 61495.230469
Iteration 71Q: 19 clusters Score -1.326461e+08 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 67369 members 
Mstep: Class 3 contains 1421 members 
Mstep: Class 5 contains 1096 members 
Mstep: Class 6 contains 3843 members 
Mstep: Class 7 contains 27929 members 
Mstep: Class 8 contains 166207 members 
Mstep: Class 10 contains 173073 members 
Mstep: Class 11 contains 7360 members 
Mstep: Class 12 contains 130877 members 
Mstep: Class 13 contains 17076 members 
Mstep: Class 14 contains 11600 members 
Mstep: Class 15 contains 1225 members 
Mstep: Class 16 contains 163049 members 
Mstep: Class 17 contains 4773 members 
Mstep: Class 18 contains 179041 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132647096.000000 Penalty: 61495.230469
Iteration 72Q: 19 clusters Score -1.326471e+08 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 67379 members 
Mstep: Class 3 contains 1421 members 
Mstep: Class 5 contains 1095 members 
Mstep: Class 6 contains 3843 members 
Mstep: Class 7 contains 27882 members 
Mstep: Class 8 contains 165526 members 
Mstep: Class 10 contains 172593 members 
Mstep: Class 11 contains 7348 members 
Mstep: Class 12 contains 130697 members 
Mstep: Class 13 contains 17098 members 
Mstep: Class 14 contains 11541 members 
Mstep: Class 15 contains 1225 members 
Mstep: Class 16 contains 164647 members 
Mstep: Class 17 contains 4758 members 
Mstep: Class 18 contains 178890 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132647640.000000 Penalty: 61495.230469
Iteration 73Q: 19 clusters Score -1.326476e+08 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 67369 members 
Mstep: Class 3 contains 1421 members 
Mstep: Class 5 contains 1096 members 
Mstep: Class 6 contains 3842 members 
Mstep: Class 7 contains 27837 members 
Mstep: Class 8 contains 164819 members 
Mstep: Class 10 contains 172136 members 
Mstep: Class 11 contains 7341 members 
Mstep: Class 12 contains 130507 members 
Mstep: Class 13 contains 17113 members 
Mstep: Class 14 contains 11505 members 
Mstep: Class 15 contains 1225 members 
Mstep: Class 16 contains 166232 members 
Mstep: Class 17 contains 4739 members 
Mstep: Class 18 contains 178775 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132648480.000000 Penalty: 61495.230469
Iteration 74Q: 19 clusters Score -1.326485e+08 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 67370 members 
Mstep: Class 3 contains 1421 members 
Mstep: Class 5 contains 1098 members 
Mstep: Class 6 contains 3841 members 
Mstep: Class 7 contains 27779 members 
Mstep: Class 8 contains 164066 members 
Mstep: Class 10 contains 171736 members 
Mstep: Class 11 contains 7317 members 
Mstep: Class 12 contains 130345 members 
Mstep: Class 13 contains 17142 members 
Mstep: Class 14 contains 11457 members 
Mstep: Class 15 contains 1225 members 
Mstep: Class 16 contains 167720 members 
Mstep: Class 17 contains 4712 members 
Mstep: Class 18 contains 178726 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132649088.000000 Penalty: 61495.230469
Iteration 75Q: 19 clusters Score -1.326491e+08 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 67366 members 
Mstep: Class 3 contains 1421 members 
Mstep: Class 5 contains 1099 members 
Mstep: Class 6 contains 3840 members 
Mstep: Class 7 contains 27762 members 
Mstep: Class 8 contains 163512 members 
Mstep: Class 10 contains 171348 members 
Mstep: Class 11 contains 7300 members 
Mstep: Class 12 contains 130239 members 
Mstep: Class 13 contains 17161 members 
Mstep: Class 14 contains 11407 members 
Mstep: Class 15 contains 1225 members 
Mstep: Class 16 contains 168935 members 
Mstep: Class 17 contains 4693 members 
Mstep: Class 18 contains 178655 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132649112.000000 Penalty: 61495.230469
Iteration 76Q: 19 clusters Score -1.326491e+08 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 67367 members 
Mstep: Class 3 contains 1421 members 
Mstep: Class 5 contains 1097 members 
Mstep: Class 6 contains 3841 members 
Mstep: Class 7 contains 27765 members 
Mstep: Class 8 contains 162953 members 
Mstep: Class 10 contains 170980 members 
Mstep: Class 11 contains 7277 members 
Mstep: Class 12 contains 130154 members 
Mstep: Class 13 contains 17159 members 
Mstep: Class 14 contains 11366 members 
Mstep: Class 15 contains 1225 members 
Mstep: Class 16 contains 170029 members 
Mstep: Class 17 contains 4689 members 
Mstep: Class 18 contains 178656 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132649208.000000 Penalty: 61495.230469
Iteration 77Q: 19 clusters Score -1.326492e+08 nChanged 6701
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 67361 members 
Mstep: Class 3 contains 1421 members 
Mstep: Class 5 contains 1094 members 
Mstep: Class 6 contains 3842 members 
Mstep: Class 7 contains 27781 members 
Mstep: Class 8 contains 162613 members 
Mstep: Class 10 contains 170679 members 
Mstep: Class 11 contains 7251 members 
Mstep: Class 12 contains 130065 members 
Mstep: Class 13 contains 17162 members 
Mstep: Class 14 contains 11318 members 
Mstep: Class 15 contains 1225 members 
Mstep: Class 16 contains 170824 members 
Mstep: Class 17 contains 4669 members 
Mstep: Class 18 contains 178681 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132649592.000000 Penalty: 61495.230469
Iteration 78Q: 19 clusters Score -1.326496e+08 nChanged 6462
Entering ConstructFrom: 
Score: -132649592.000000 Penalty: 61495.230469
Entering ConstructFrom: 
Trying to split cluster 1 (1150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Entering Unmasked Estep 
Score: -148309.468750 Penalty: 1747.784302
	Iteration 0F: 2 clusters Score -148309.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -146411.812500 Penalty: 3495.568604
	Iteration 0F: 3 clusters Score -146411.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -146870.546875 Penalty: 3495.568604
	Iteration 1F: 3 clusters Score -146870.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -147205.750000 Penalty: 3495.568604
	Iteration 2F: 3 clusters Score -147205.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -147739.828125 Penalty: 3495.568604
	Iteration 3F: 3 clusters Score -147739.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -148274.718750 Penalty: 3495.568604
	Iteration 4F: 3 clusters Score -148274.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -148729.750000 Penalty: 3495.568604
	Iteration 5F: 3 clusters Score -148729.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -149053.093750 Penalty: 3495.568604
	Iteration 6F: 3 clusters Score -149053.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -149190.937500 Penalty: 3495.568604
	Iteration 7Q: 3 clusters Score -149190.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -149221.625000 Penalty: 3495.568604
	Iteration 8Q: 3 clusters Score -149221.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -149228.187500 Penalty: 3495.568604
	Iteration 9Q: 3 clusters Score -149228.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -149234.828125 Penalty: 3495.568604
	Iteration 10Q: 3 clusters Score -149234.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -149234.828125 Penalty: 3495.568604
	Iteration 11F: 3 clusters Score -149234.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 67331 members 
Mstep: Class 3 contains 1421 members 
Mstep: Class 4 contains 836 members 
Mstep: Class 5 contains 1093 members 
Mstep: Class 6 contains 3842 members 
Mstep: Class 7 contains 27811 members 
Mstep: Class 8 contains 162583 members 
Mstep: Class 10 contains 170577 members 
Mstep: Class 11 contains 7234 members 
Mstep: Class 12 contains 130021 members 
Mstep: Class 13 contains 17169 members 
Mstep: Class 14 contains 11283 members 
Mstep: Class 15 contains 1225 members 
Mstep: Class 16 contains 171084 members 
Mstep: Class 17 contains 4655 members 
Mstep: Class 18 contains 178662 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3312 members 
Entering Unmasked Estep 
Score: -132648976.000000 Penalty: 64911.632812
Splitting cluster 1 changes total score from -132649592.000000 to -132648976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (67331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67331 members 
Entering Unmasked Estep 
Score: -9484543.000000 Penalty: 2757.109375
	Iteration 0F: 2 clusters Score -9484543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 33609 members 
Entering Unmasked Estep 
Score: -9439326.000000 Penalty: 5514.218750
	Iteration 0F: 3 clusters Score -9439326 nChanged 31368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 32517 members 
Entering Unmasked Estep 
Score: -9457094.000000 Penalty: 5514.218750
	Iteration 1F: 3 clusters Score -9457094 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -9457866.000000 Penalty: 5514.218750
	Iteration 2Q: 3 clusters Score -9457866 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36584 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -9458620.000000 Penalty: 5514.218750
	Iteration 3Q: 3 clusters Score -9458620 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -9459477.000000 Penalty: 5514.218750
	Iteration 4Q: 3 clusters Score -9459477 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -9460587.000000 Penalty: 5514.218750
	Iteration 5Q: 3 clusters Score -9460587 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -9462372.000000 Penalty: 5514.218750
	Iteration 6F: 3 clusters Score -9462372 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47625 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -9465082.000000 Penalty: 5514.218750
	Iteration 7F: 3 clusters Score -9465082 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52479 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -9468759.000000 Penalty: 5514.218750
	Iteration 8F: 3 clusters Score -9468759 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57496 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -9473081.000000 Penalty: 5514.218750
	Iteration 9F: 3 clusters Score -9473081 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61851 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -9477194.000000 Penalty: 5514.218750
	Iteration 10F: 3 clusters Score -9477194 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64626 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -9479880.000000 Penalty: 5514.218750
	Iteration 11Q: 3 clusters Score -9479880 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66029 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -9481198.000000 Penalty: 5514.218750
	Iteration 12Q: 3 clusters Score -9481198 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66644 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -9481735.000000 Penalty: 5514.218750
	Iteration 13Q: 3 clusters Score -9481735 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66857 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -9481983.000000 Penalty: 5514.218750
	Iteration 14Q: 3 clusters Score -9481983 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66937 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -9482117.000000 Penalty: 5514.218750
	Iteration 15Q: 3 clusters Score -9482117 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66971 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -9482182.000000 Penalty: 5514.218750
	Iteration 16Q: 3 clusters Score -9482182 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66989 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -9482225.000000 Penalty: 5514.218750
	Iteration 17Q: 3 clusters Score -9482225 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66998 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -9482237.000000 Penalty: 5514.218750
	Iteration 18Q: 3 clusters Score -9482237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67001 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -9482231.000000 Penalty: 5514.218750
	Iteration 19Q: 3 clusters Score -9482231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67000 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -9482243.000000 Penalty: 5514.218750
	Iteration 20F: 3 clusters Score -9482243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67004 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -9482253.000000 Penalty: 5514.218750
	Iteration 21Q: 3 clusters Score -9482253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67007 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -9482266.000000 Penalty: 5514.218750
	Iteration 22Q: 3 clusters Score -9482266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67006 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9482265.000000 Penalty: 5514.218750
	Iteration 23Q: 3 clusters Score -9482265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67006 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9482288.000000 Penalty: 5514.218750
	Iteration 24Q: 3 clusters Score -9482288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67007 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -9482284.000000 Penalty: 5514.218750
	Iteration 25Q: 3 clusters Score -9482284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67008 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9482283.000000 Penalty: 5514.218750
	Iteration 26Q: 3 clusters Score -9482283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67008 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9482278.000000 Penalty: 5514.218750
	Iteration 27Q: 3 clusters Score -9482278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67008 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9482278.000000 Penalty: 5514.218750
	Iteration 28F: 3 clusters Score -9482278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Entering Unmasked Estep 
Score: -151698.765625 Penalty: 1800.260864
	Iteration 0F: 2 clusters Score -151698.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -149753.562500 Penalty: 3600.521729
	Iteration 0F: 3 clusters Score -149753.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -151511.218750 Penalty: 3600.521729
	Iteration 1F: 3 clusters Score -151511.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -153214.531250 Penalty: 3600.521729
	Iteration 2F: 3 clusters Score -153214.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -153888.375000 Penalty: 3600.521729
	Iteration 3F: 3 clusters Score -153888.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -154360.296875 Penalty: 3600.521729
	Iteration 4F: 3 clusters Score -154360.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -154453.750000 Penalty: 3600.521729
	Iteration 5Q: 3 clusters Score -154453.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -154533.390625 Penalty: 3600.521729
	Iteration 6Q: 3 clusters Score -154533.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -154613.812500 Penalty: 3600.521729
	Iteration 7Q: 3 clusters Score -154613.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -154675.187500 Penalty: 3600.521729
	Iteration 8Q: 3 clusters Score -154675.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -154709.640625 Penalty: 3600.521729
	Iteration 9Q: 3 clusters Score -154709.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -154738.984375 Penalty: 3600.521729
	Iteration 10Q: 3 clusters Score -154739 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -154777.515625 Penalty: 3600.521729
	Iteration 11Q: 3 clusters Score -154777.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -154799.796875 Penalty: 3600.521729
	Iteration 12Q: 3 clusters Score -154799.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -154825.718750 Penalty: 3600.521729
	Iteration 13Q: 3 clusters Score -154825.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -154873.250000 Penalty: 3600.521729
	Iteration 14Q: 3 clusters Score -154873.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -154959.078125 Penalty: 3600.521729
	Iteration 15Q: 3 clusters Score -154959.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -155073.046875 Penalty: 3600.521729
	Iteration 16Q: 3 clusters Score -155073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -155108.390625 Penalty: 3600.521729
	Iteration 17Q: 3 clusters Score -155108.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -155130.921875 Penalty: 3600.521729
	Iteration 18Q: 3 clusters Score -155130.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -155145.546875 Penalty: 3600.521729
	Iteration 19Q: 3 clusters Score -155145.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -155174.906250 Penalty: 3600.521729
	Iteration 20F: 3 clusters Score -155174.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -155208.343750 Penalty: 3600.521729
	Iteration 21Q: 3 clusters Score -155208.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -155247.265625 Penalty: 3600.521729
	Iteration 22Q: 3 clusters Score -155247.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -155293.843750 Penalty: 3600.521729
	Iteration 23Q: 3 clusters Score -155293.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -155481.296875 Penalty: 3600.521729
	Iteration 24Q: 3 clusters Score -155481.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -155606.015625 Penalty: 3600.521729
	Iteration 25Q: 3 clusters Score -155606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -155624.203125 Penalty: 3600.521729
	Iteration 26Q: 3 clusters Score -155624.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -155670.046875 Penalty: 3600.521729
	Iteration 27Q: 3 clusters Score -155670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -155702.640625 Penalty: 3600.521729
	Iteration 28Q: 3 clusters Score -155702.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -155714.828125 Penalty: 3600.521729
	Iteration 29Q: 3 clusters Score -155714.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -155720.906250 Penalty: 3600.521729
	Iteration 30Q: 3 clusters Score -155720.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -155727.812500 Penalty: 3600.521729
	Iteration 31Q: 3 clusters Score -155727.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -155734.218750 Penalty: 3600.521729
	Iteration 32Q: 3 clusters Score -155734.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -155735.453125 Penalty: 3600.521729
	Iteration 33Q: 3 clusters Score -155735.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -155735.453125 Penalty: 3600.521729
	Iteration 34F: 3 clusters Score -155735.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 67331 members 
Mstep: Class 3 contains 618 members 
Mstep: Class 4 contains 803 members 
Mstep: Class 5 contains 1093 members 
Mstep: Class 6 contains 3842 members 
Mstep: Class 7 contains 27811 members 
Mstep: Class 8 contains 162583 members 
Mstep: Class 10 contains 170577 members 
Mstep: Class 11 contains 7234 members 
Mstep: Class 12 contains 130021 members 
Mstep: Class 13 contains 17169 members 
Mstep: Class 14 contains 11283 members 
Mstep: Class 15 contains 1225 members 
Mstep: Class 16 contains 171084 members 
Mstep: Class 17 contains 4655 members 
Mstep: Class 18 contains 178662 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3312 members 
Entering Unmasked Estep 
Score: -132652112.000000 Penalty: 64911.632812
Splitting cluster 3 changes total score from -132649592.000000 to -132652112.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 5 (1093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Entering Unmasked Estep 
Score: -145472.296875 Penalty: 1735.177002
	Iteration 0F: 2 clusters Score -145472.3 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 536 members 
Entering Unmasked Estep 
Score: -143474.265625 Penalty: 3470.354004
	Iteration 0F: 3 clusters Score -143474.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -143773.718750 Penalty: 3470.354004
	Iteration 1F: 3 clusters Score -143773.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -143866.593750 Penalty: 3470.354004
	Iteration 2F: 3 clusters Score -143866.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -143907.000000 Penalty: 3470.354004
	Iteration 3Q: 3 clusters Score -143907 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -143937.437500 Penalty: 3470.354004
	Iteration 4Q: 3 clusters Score -143937.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -143966.312500 Penalty: 3470.354004
	Iteration 5Q: 3 clusters Score -143966.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -144001.625000 Penalty: 3470.354004
	Iteration 6Q: 3 clusters Score -144001.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -144039.234375 Penalty: 3470.354004
	Iteration 7Q: 3 clusters Score -144039.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -144064.421875 Penalty: 3470.354004
	Iteration 8Q: 3 clusters Score -144064.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -144087.625000 Penalty: 3470.354004
	Iteration 9Q: 3 clusters Score -144087.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -144103.890625 Penalty: 3470.354004
	Iteration 10Q: 3 clusters Score -144103.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -144127.265625 Penalty: 3470.354004
	Iteration 11Q: 3 clusters Score -144127.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -144162.703125 Penalty: 3470.354004
	Iteration 12Q: 3 clusters Score -144162.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -144208.109375 Penalty: 3470.354004
	Iteration 13Q: 3 clusters Score -144208.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -144265.828125 Penalty: 3470.354004
	Iteration 14Q: 3 clusters Score -144265.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -144323.140625 Penalty: 3470.354004
	Iteration 15Q: 3 clusters Score -144323.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -144417.750000 Penalty: 3470.354004
	Iteration 16Q: 3 clusters Score -144417.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -144613.500000 Penalty: 3470.354004
	Iteration 17Q: 3 clusters Score -144613.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -144848.703125 Penalty: 3470.354004
	Iteration 18Q: 3 clusters Score -144848.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -145110.375000 Penalty: 3470.354004
	Iteration 19Q: 3 clusters Score -145110.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -145300.609375 Penalty: 3470.354004
	Iteration 20F: 3 clusters Score -145300.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -145388.562500 Penalty: 3470.354004
	Iteration 21Q: 3 clusters Score -145388.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -145491.281250 Penalty: 3470.354004
	Iteration 22Q: 3 clusters Score -145491.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -145571.671875 Penalty: 3470.354004
	Iteration 23Q: 3 clusters Score -145571.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -145597.609375 Penalty: 3470.354004
	Iteration 24Q: 3 clusters Score -145597.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -145597.609375 Penalty: 3470.354004
	Iteration 25F: 3 clusters Score -145597.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 67331 members 
Mstep: Class 3 contains 618 members 
Mstep: Class 4 contains 803 members 
Mstep: Class 5 contains 491 members 
Mstep: Class 6 contains 3842 members 
Mstep: Class 7 contains 27811 members 
Mstep: Class 8 contains 162583 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 170577 members 
Mstep: Class 11 contains 7234 members 
Mstep: Class 12 contains 130021 members 
Mstep: Class 13 contains 17169 members 
Mstep: Class 14 contains 11283 members 
Mstep: Class 15 contains 1225 members 
Mstep: Class 16 contains 171084 members 
Mstep: Class 17 contains 4655 members 
Mstep: Class 18 contains 178662 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3312 members 
Entering Unmasked Estep 
Score: -132650576.000000 Penalty: 68328.031250
Splitting cluster 5 changes total score from -132649592.000000 to -132650576.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 6 (3842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Entering Unmasked Estep 
Score: -529773.000000 Penalty: 2046.929443
	Iteration 0F: 2 clusters Score -529773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -526020.375000 Penalty: 4093.858887
	Iteration 0F: 3 clusters Score -526020.4 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -526918.687500 Penalty: 4093.858887
	Iteration 1F: 3 clusters Score -526918.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -527108.312500 Penalty: 4093.858887
	Iteration 2F: 3 clusters Score -527108.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -527202.437500 Penalty: 4093.858887
	Iteration 3Q: 3 clusters Score -527202.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -527266.937500 Penalty: 4093.858887
	Iteration 4Q: 3 clusters Score -527266.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -527303.937500 Penalty: 4093.858887
	Iteration 5Q: 3 clusters Score -527303.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -527338.500000 Penalty: 4093.858887
	Iteration 6Q: 3 clusters Score -527338.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -527365.125000 Penalty: 4093.858887
	Iteration 7Q: 3 clusters Score -527365.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -527379.500000 Penalty: 4093.858887
	Iteration 8Q: 3 clusters Score -527379.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -527392.375000 Penalty: 4093.858887
	Iteration 9Q: 3 clusters Score -527392.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -527411.437500 Penalty: 4093.858887
	Iteration 10Q: 3 clusters Score -527411.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -527437.812500 Penalty: 4093.858887
	Iteration 11Q: 3 clusters Score -527437.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -527458.562500 Penalty: 4093.858887
	Iteration 12Q: 3 clusters Score -527458.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -527474.937500 Penalty: 4093.858887
	Iteration 13Q: 3 clusters Score -527474.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -527490.875000 Penalty: 4093.858887
	Iteration 14Q: 3 clusters Score -527490.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -527508.000000 Penalty: 4093.858887
	Iteration 15Q: 3 clusters Score -527508 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -527518.750000 Penalty: 4093.858887
	Iteration 16Q: 3 clusters Score -527518.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -527525.000000 Penalty: 4093.858887
	Iteration 17Q: 3 clusters Score -527525 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -527531.875000 Penalty: 4093.858887
	Iteration 18Q: 3 clusters Score -527531.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -527537.500000 Penalty: 4093.858887
	Iteration 19Q: 3 clusters Score -527537.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -527539.937500 Penalty: 4093.858887
	Iteration 20F: 3 clusters Score -527539.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -527543.250000 Penalty: 4093.858887
	Iteration 21Q: 3 clusters Score -527543.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -527545.812500 Penalty: 4093.858887
	Iteration 22Q: 3 clusters Score -527545.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -527546.375000 Penalty: 4093.858887
	Iteration 23Q: 3 clusters Score -527546.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -527550.000000 Penalty: 4093.858887
	Iteration 24Q: 3 clusters Score -527550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -527554.187500 Penalty: 4093.858887
	Iteration 25Q: 3 clusters Score -527554.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -527557.062500 Penalty: 4093.858887
	Iteration 26Q: 3 clusters Score -527557.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -527559.187500 Penalty: 4093.858887
	Iteration 27Q: 3 clusters Score -527559.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -527560.125000 Penalty: 4093.858887
	Iteration 28Q: 3 clusters Score -527560.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -527562.437500 Penalty: 4093.858887
	Iteration 29Q: 3 clusters Score -527562.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -527566.625000 Penalty: 4093.858887
	Iteration 30Q: 3 clusters Score -527566.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -527571.937500 Penalty: 4093.858887
	Iteration 31Q: 3 clusters Score -527571.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -527576.437500 Penalty: 4093.858887
	Iteration 32Q: 3 clusters Score -527576.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -527580.000000 Penalty: 4093.858887
	Iteration 33Q: 3 clusters Score -527580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -527585.000000 Penalty: 4093.858887
	Iteration 34Q: 3 clusters Score -527585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -527586.500000 Penalty: 4093.858887
	Iteration 35Q: 3 clusters Score -527586.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -527587.062500 Penalty: 4093.858887
	Iteration 36Q: 3 clusters Score -527587.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -527587.937500 Penalty: 4093.858887
	Iteration 37Q: 3 clusters Score -527587.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -527589.187500 Penalty: 4093.858887
	Iteration 38Q: 3 clusters Score -527589.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -527589.812500 Penalty: 4093.858887
	Iteration 39Q: 3 clusters Score -527589.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -527592.187500 Penalty: 4093.858887
	Iteration 40F: 3 clusters Score -527592.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -527592.250000 Penalty: 4093.858887
	Iteration 41Q: 3 clusters Score -527592.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -527593.187500 Penalty: 4093.858887
	Iteration 42Q: 3 clusters Score -527593.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -527593.937500 Penalty: 4093.858887
	Iteration 43Q: 3 clusters Score -527593.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -527596.375000 Penalty: 4093.858887
	Iteration 44Q: 3 clusters Score -527596.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -527599.562500 Penalty: 4093.858887
	Iteration 45Q: 3 clusters Score -527599.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -527603.875000 Penalty: 4093.858887
	Iteration 46Q: 3 clusters Score -527603.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -527606.812500 Penalty: 4093.858887
	Iteration 47Q: 3 clusters Score -527606.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -527608.437500 Penalty: 4093.858887
	Iteration 48Q: 3 clusters Score -527608.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -527610.375000 Penalty: 4093.858887
	Iteration 49Q: 3 clusters Score -527610.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -527613.812500 Penalty: 4093.858887
	Iteration 50Q: 3 clusters Score -527613.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -527615.250000 Penalty: 4093.858887
	Iteration 51Q: 3 clusters Score -527615.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -527616.750000 Penalty: 4093.858887
	Iteration 52Q: 3 clusters Score -527616.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -527621.500000 Penalty: 4093.858887
	Iteration 53Q: 3 clusters Score -527621.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -527625.062500 Penalty: 4093.858887
	Iteration 54Q: 3 clusters Score -527625.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -527630.312500 Penalty: 4093.858887
	Iteration 55Q: 3 clusters Score -527630.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -527631.812500 Penalty: 4093.858887
	Iteration 56Q: 3 clusters Score -527631.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -527634.375000 Penalty: 4093.858887
	Iteration 57Q: 3 clusters Score -527634.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -527638.062500 Penalty: 4093.858887
	Iteration 58Q: 3 clusters Score -527638.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -527640.250000 Penalty: 4093.858887
	Iteration 59Q: 3 clusters Score -527640.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -527640.875000 Penalty: 4093.858887
	Iteration 60F: 3 clusters Score -527640.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -527641.812500 Penalty: 4093.858887
	Iteration 61Q: 3 clusters Score -527641.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -527641.812500 Penalty: 4093.858887
	Iteration 62F: 3 clusters Score -527641.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Entering Unmasked Estep 
Score: -3782176.500000 Penalty: 2537.830322
	Iteration 0F: 2 clusters Score -3782176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -3762945.250000 Penalty: 5075.660645
	Iteration 0F: 3 clusters Score -3762945 nChanged 12491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -3769583.750000 Penalty: 5075.660645
	Iteration 1F: 3 clusters Score -3769584 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -3769966.250000 Penalty: 5075.660645
	Iteration 2Q: 3 clusters Score -3769966 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -3770326.500000 Penalty: 5075.660645
	Iteration 3Q: 3 clusters Score -3770326 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -3770764.000000 Penalty: 5075.660645
	Iteration 4Q: 3 clusters Score -3770764 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -3771395.500000 Penalty: 5075.660645
	Iteration 5Q: 3 clusters Score -3771396 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -3772507.500000 Penalty: 5075.660645
	Iteration 6F: 3 clusters Score -3772508 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -3774204.000000 Penalty: 5075.660645
	Iteration 7F: 3 clusters Score -3774204 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -3776483.500000 Penalty: 5075.660645
	Iteration 8F: 3 clusters Score -3776484 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -3778741.000000 Penalty: 5075.660645
	Iteration 9F: 3 clusters Score -3778741 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -3780227.000000 Penalty: 5075.660645
	Iteration 10F: 3 clusters Score -3780227 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -3781044.000000 Penalty: 5075.660645
	Iteration 11Q: 3 clusters Score -3781044 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -3781387.500000 Penalty: 5075.660645
	Iteration 12Q: 3 clusters Score -3781388 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -3781506.750000 Penalty: 5075.660645
	Iteration 13Q: 3 clusters Score -3781507 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -3781551.500000 Penalty: 5075.660645
	Iteration 14Q: 3 clusters Score -3781552 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -3781558.500000 Penalty: 5075.660645
	Iteration 15Q: 3 clusters Score -3781558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -3781567.500000 Penalty: 5075.660645
	Iteration 16Q: 3 clusters Score -3781568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -3781575.500000 Penalty: 5075.660645
	Iteration 17Q: 3 clusters Score -3781576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -3781573.500000 Penalty: 5075.660645
	Iteration 18Q: 3 clusters Score -3781574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -3781578.750000 Penalty: 5075.660645
	Iteration 19Q: 3 clusters Score -3781579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -3781576.250000 Penalty: 5075.660645
	Iteration 20F: 3 clusters Score -3781576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -3781574.750000 Penalty: 5075.660645
	Iteration 21Q: 3 clusters Score -3781575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -3781572.750000 Penalty: 5075.660645
	Iteration 22Q: 3 clusters Score -3781573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -3781578.500000 Penalty: 5075.660645
	Iteration 23Q: 3 clusters Score -3781578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -3781577.750000 Penalty: 5075.660645
	Iteration 24Q: 3 clusters Score -3781578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -3781577.750000 Penalty: 5075.660645
	Iteration 25F: 3 clusters Score -3781578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (162583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162583 members 
Entering Unmasked Estep 
Score: -22777744.000000 Penalty: 2975.738281
	Iteration 0F: 2 clusters Score -2.277774e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81151 members 
Mstep: Class 2 contains 81432 members 
Entering Unmasked Estep 
Score: -22676372.000000 Penalty: 5951.476562
	Iteration 0F: 3 clusters Score -2.267637e+07 nChanged 77804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78525 members 
Mstep: Class 2 contains 84058 members 
Entering Unmasked Estep 
Score: -22721838.000000 Penalty: 5951.476562
	Iteration 1F: 3 clusters Score -2.272184e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76940 members 
Mstep: Class 2 contains 85643 members 
Entering Unmasked Estep 
Score: -22723032.000000 Penalty: 5951.476562
	Iteration 2Q: 3 clusters Score -2.272303e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74768 members 
Mstep: Class 2 contains 87815 members 
Entering Unmasked Estep 
Score: -22724244.000000 Penalty: 5951.476562
	Iteration 3Q: 3 clusters Score -2.272424e+07 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71534 members 
Mstep: Class 2 contains 91049 members 
Entering Unmasked Estep 
Score: -22725740.000000 Penalty: 5951.476562
	Iteration 4Q: 3 clusters Score -2.272574e+07 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66893 members 
Mstep: Class 2 contains 95690 members 
Entering Unmasked Estep 
Score: -22728004.000000 Penalty: 5951.476562
	Iteration 5Q: 3 clusters Score -2.2728e+07 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60321 members 
Mstep: Class 2 contains 102262 members 
Entering Unmasked Estep 
Score: -22731732.000000 Penalty: 5951.476562
	Iteration 6F: 3 clusters Score -2.273173e+07 nChanged 9820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51773 members 
Mstep: Class 2 contains 110810 members 
Entering Unmasked Estep 
Score: -22737642.000000 Penalty: 5951.476562
	Iteration 7F: 3 clusters Score -2.273764e+07 nChanged 10831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42192 members 
Mstep: Class 2 contains 120391 members 
Entering Unmasked Estep 
Score: -22745182.000000 Penalty: 5951.476562
	Iteration 8F: 3 clusters Score -2.274518e+07 nChanged 10231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 129424 members 
Entering Unmasked Estep 
Score: -22752912.000000 Penalty: 5951.476562
	Iteration 9F: 3 clusters Score -2.275291e+07 nChanged 8362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 136400 members 
Entering Unmasked Estep 
Score: -22759188.000000 Penalty: 5951.476562
	Iteration 10F: 3 clusters Score -2.275919e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 141009 members 
Entering Unmasked Estep 
Score: -22762982.000000 Penalty: 5951.476562
	Iteration 11Q: 3 clusters Score -2.276298e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 144116 members 
Entering Unmasked Estep 
Score: -22765350.000000 Penalty: 5951.476562
	Iteration 12Q: 3 clusters Score -2.276535e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 146426 members 
Entering Unmasked Estep 
Score: -22766670.000000 Penalty: 5951.476562
	Iteration 13Q: 3 clusters Score -2.276667e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 148327 members 
Entering Unmasked Estep 
Score: -22767644.000000 Penalty: 5951.476562
	Iteration 14Q: 3 clusters Score -2.276764e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 149941 members 
Entering Unmasked Estep 
Score: -22768356.000000 Penalty: 5951.476562
	Iteration 15Q: 3 clusters Score -2.276836e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 151419 members 
Entering Unmasked Estep 
Score: -22769034.000000 Penalty: 5951.476562
	Iteration 16Q: 3 clusters Score -2.276903e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 152761 members 
Entering Unmasked Estep 
Score: -22769720.000000 Penalty: 5951.476562
	Iteration 17Q: 3 clusters Score -2.276972e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 153940 members 
Entering Unmasked Estep 
Score: -22770330.000000 Penalty: 5951.476562
	Iteration 18Q: 3 clusters Score -2.277033e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 154920 members 
Entering Unmasked Estep 
Score: -22771114.000000 Penalty: 5951.476562
	Iteration 19Q: 3 clusters Score -2.277111e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 155827 members 
Entering Unmasked Estep 
Score: -22771780.000000 Penalty: 5951.476562
	Iteration 20F: 3 clusters Score -2.277178e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 156626 members 
Entering Unmasked Estep 
Score: -22772406.000000 Penalty: 5951.476562
	Iteration 21Q: 3 clusters Score -2.277241e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 157330 members 
Entering Unmasked Estep 
Score: -22772874.000000 Penalty: 5951.476562
	Iteration 22Q: 3 clusters Score -2.277287e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 157972 members 
Entering Unmasked Estep 
Score: -22773352.000000 Penalty: 5951.476562
	Iteration 23Q: 3 clusters Score -2.277335e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 158527 members 
Entering Unmasked Estep 
Score: -22773542.000000 Penalty: 5951.476562
	Iteration 24Q: 3 clusters Score -2.277354e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 158994 members 
Entering Unmasked Estep 
Score: -22773874.000000 Penalty: 5951.476562
	Iteration 25Q: 3 clusters Score -2.277387e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 159369 members 
Entering Unmasked Estep 
Score: -22774108.000000 Penalty: 5951.476562
	Iteration 26Q: 3 clusters Score -2.277411e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 159692 members 
Entering Unmasked Estep 
Score: -22774270.000000 Penalty: 5951.476562
	Iteration 27Q: 3 clusters Score -2.277427e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 159953 members 
Entering Unmasked Estep 
Score: -22774424.000000 Penalty: 5951.476562
	Iteration 28Q: 3 clusters Score -2.277442e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 160164 members 
Entering Unmasked Estep 
Score: -22774568.000000 Penalty: 5951.476562
	Iteration 29Q: 3 clusters Score -2.277457e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 160347 members 
Entering Unmasked Estep 
Score: -22774676.000000 Penalty: 5951.476562
	Iteration 30Q: 3 clusters Score -2.277468e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 160511 members 
Entering Unmasked Estep 
Score: -22774770.000000 Penalty: 5951.476562
	Iteration 31Q: 3 clusters Score -2.277477e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 160645 members 
Entering Unmasked Estep 
Score: -22774860.000000 Penalty: 5951.476562
	Iteration 32Q: 3 clusters Score -2.277486e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 160743 members 
Entering Unmasked Estep 
Score: -22774874.000000 Penalty: 5951.476562
	Iteration 33Q: 3 clusters Score -2.277487e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 160825 members 
Entering Unmasked Estep 
Score: -22774884.000000 Penalty: 5951.476562
	Iteration 34Q: 3 clusters Score -2.277488e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 160876 members 
Entering Unmasked Estep 
Score: -22774920.000000 Penalty: 5951.476562
	Iteration 35Q: 3 clusters Score -2.277492e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 160915 members 
Entering Unmasked Estep 
Score: -22774974.000000 Penalty: 5951.476562
	Iteration 36Q: 3 clusters Score -2.277497e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 160948 members 
Entering Unmasked Estep 
Score: -22774996.000000 Penalty: 5951.476562
	Iteration 37Q: 3 clusters Score -2.2775e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 160985 members 
Entering Unmasked Estep 
Score: -22775034.000000 Penalty: 5951.476562
	Iteration 38Q: 3 clusters Score -2.277503e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 161019 members 
Entering Unmasked Estep 
Score: -22775004.000000 Penalty: 5951.476562
	Iteration 39Q: 3 clusters Score -2.2775e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 161047 members 
Entering Unmasked Estep 
Score: -22775006.000000 Penalty: 5951.476562
	Iteration 40F: 3 clusters Score -2.277501e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 161061 members 
Entering Unmasked Estep 
Score: -22775014.000000 Penalty: 5951.476562
	Iteration 41Q: 3 clusters Score -2.277501e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 161077 members 
Entering Unmasked Estep 
Score: -22775016.000000 Penalty: 5951.476562
	Iteration 42Q: 3 clusters Score -2.277502e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 161090 members 
Entering Unmasked Estep 
Score: -22775032.000000 Penalty: 5951.476562
	Iteration 43Q: 3 clusters Score -2.277503e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 161100 members 
Entering Unmasked Estep 
Score: -22775032.000000 Penalty: 5951.476562
	Iteration 44Q: 3 clusters Score -2.277503e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 161108 members 
Entering Unmasked Estep 
Score: -22775040.000000 Penalty: 5951.476562
	Iteration 45Q: 3 clusters Score -2.277504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 161112 members 
Entering Unmasked Estep 
Score: -22775038.000000 Penalty: 5951.476562
	Iteration 46Q: 3 clusters Score -2.277504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 161117 members 
Entering Unmasked Estep 
Score: -22775060.000000 Penalty: 5951.476562
	Iteration 47Q: 3 clusters Score -2.277506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 161120 members 
Entering Unmasked Estep 
Score: -22775072.000000 Penalty: 5951.476562
	Iteration 48Q: 3 clusters Score -2.277507e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 161124 members 
Entering Unmasked Estep 
Score: -22775072.000000 Penalty: 5951.476562
	Iteration 49Q: 3 clusters Score -2.277507e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 161128 members 
Entering Unmasked Estep 
Score: -22775090.000000 Penalty: 5951.476562
	Iteration 50Q: 3 clusters Score -2.277509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 161131 members 
Entering Unmasked Estep 
Score: -22775070.000000 Penalty: 5951.476562
	Iteration 51Q: 3 clusters Score -2.277507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 161136 members 
Entering Unmasked Estep 
Score: -22775084.000000 Penalty: 5951.476562
	Iteration 52Q: 3 clusters Score -2.277508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 161140 members 
Entering Unmasked Estep 
Score: -22775072.000000 Penalty: 5951.476562
	Iteration 53Q: 3 clusters Score -2.277507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 161143 members 
Entering Unmasked Estep 
Score: -22775054.000000 Penalty: 5951.476562
	Iteration 54Q: 3 clusters Score -2.277505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 161144 members 
Entering Unmasked Estep 
Score: -22775060.000000 Penalty: 5951.476562
	Iteration 55Q: 3 clusters Score -2.277506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 161146 members 
Entering Unmasked Estep 
Score: -22775058.000000 Penalty: 5951.476562
	Iteration 56Q: 3 clusters Score -2.277506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 161150 members 
Entering Unmasked Estep 
Score: -22775072.000000 Penalty: 5951.476562
	Iteration 57Q: 3 clusters Score -2.277507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 161152 members 
Entering Unmasked Estep 
Score: -22775078.000000 Penalty: 5951.476562
	Iteration 58Q: 3 clusters Score -2.277508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 161156 members 
Entering Unmasked Estep 
Score: -22775086.000000 Penalty: 5951.476562
	Iteration 59Q: 3 clusters Score -2.277509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 161159 members 
Entering Unmasked Estep 
Score: -22775084.000000 Penalty: 5951.476562
	Iteration 60F: 3 clusters Score -2.277508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 161159 members 
Entering Unmasked Estep 
Score: -22775094.000000 Penalty: 5951.476562
	Iteration 61Q: 3 clusters Score -2.277509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 161161 members 
Entering Unmasked Estep 
Score: -22775084.000000 Penalty: 5951.476562
	Iteration 62Q: 3 clusters Score -2.277508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 161162 members 
Entering Unmasked Estep 
Score: -22775086.000000 Penalty: 5951.476562
	Iteration 63Q: 3 clusters Score -2.277509e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 161167 members 
Entering Unmasked Estep 
Score: -22775088.000000 Penalty: 5951.476562
	Iteration 64Q: 3 clusters Score -2.277509e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 161169 members 
Entering Unmasked Estep 
Score: -22775094.000000 Penalty: 5951.476562
	Iteration 65Q: 3 clusters Score -2.277509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 161174 members 
Entering Unmasked Estep 
Score: -22775106.000000 Penalty: 5951.476562
	Iteration 66Q: 3 clusters Score -2.277511e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 161180 members 
Entering Unmasked Estep 
Score: -22775132.000000 Penalty: 5951.476562
	Iteration 67Q: 3 clusters Score -2.277513e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 161186 members 
Entering Unmasked Estep 
Score: -22775148.000000 Penalty: 5951.476562
	Iteration 68Q: 3 clusters Score -2.277515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 161189 members 
Entering Unmasked Estep 
Score: -22775148.000000 Penalty: 5951.476562
	Iteration 69Q: 3 clusters Score -2.277515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 161192 members 
Entering Unmasked Estep 
Score: -22775148.000000 Penalty: 5951.476562
	Iteration 70Q: 3 clusters Score -2.277515e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 161199 members 
Entering Unmasked Estep 
Score: -22775156.000000 Penalty: 5951.476562
	Iteration 71Q: 3 clusters Score -2.277516e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 161209 members 
Entering Unmasked Estep 
Score: -22775154.000000 Penalty: 5951.476562
	Iteration 72Q: 3 clusters Score -2.277515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 161216 members 
Entering Unmasked Estep 
Score: -22775172.000000 Penalty: 5951.476562
	Iteration 73Q: 3 clusters Score -2.277517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 161222 members 
Entering Unmasked Estep 
Score: -22775164.000000 Penalty: 5951.476562
	Iteration 74Q: 3 clusters Score -2.277516e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 161230 members 
Entering Unmasked Estep 
Score: -22775154.000000 Penalty: 5951.476562
	Iteration 75Q: 3 clusters Score -2.277515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 161231 members 
Entering Unmasked Estep 
Score: -22775158.000000 Penalty: 5951.476562
	Iteration 76Q: 3 clusters Score -2.277516e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 161231 members 
Entering Unmasked Estep 
Score: -22775158.000000 Penalty: 5951.476562
	Iteration 77F: 3 clusters Score -2.277516e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (170577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170577 members 
Entering Unmasked Estep 
Score: -23769952.000000 Penalty: 2987.641602
	Iteration 0F: 2 clusters Score -2.376995e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85007 members 
Mstep: Class 2 contains 85570 members 
Entering Unmasked Estep 
Score: -23663494.000000 Penalty: 5975.283203
	Iteration 0F: 3 clusters Score -2.366349e+07 nChanged 81727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81006 members 
Mstep: Class 2 contains 89571 members 
Entering Unmasked Estep 
Score: -23711288.000000 Penalty: 5975.283203
	Iteration 1F: 3 clusters Score -2.371129e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78747 members 
Mstep: Class 2 contains 91830 members 
Entering Unmasked Estep 
Score: -23712598.000000 Penalty: 5975.283203
	Iteration 2Q: 3 clusters Score -2.37126e+07 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75311 members 
Mstep: Class 2 contains 95266 members 
Entering Unmasked Estep 
Score: -23714418.000000 Penalty: 5975.283203
	Iteration 3Q: 3 clusters Score -2.371442e+07 nChanged 7426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70061 members 
Mstep: Class 2 contains 100516 members 
Entering Unmasked Estep 
Score: -23717694.000000 Penalty: 5975.283203
	Iteration 4Q: 3 clusters Score -2.371769e+07 nChanged 9002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62777 members 
Mstep: Class 2 contains 107800 members 
Entering Unmasked Estep 
Score: -23723086.000000 Penalty: 5975.283203
	Iteration 5F: 3 clusters Score -2.372309e+07 nChanged 10807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53654 members 
Mstep: Class 2 contains 116923 members 
Entering Unmasked Estep 
Score: -23731312.000000 Penalty: 5975.283203
	Iteration 6F: 3 clusters Score -2.373131e+07 nChanged 11296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44118 members 
Mstep: Class 2 contains 126459 members 
Entering Unmasked Estep 
Score: -23741010.000000 Penalty: 5975.283203
	Iteration 7F: 3 clusters Score -2.374101e+07 nChanged 10207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 134494 members 
Entering Unmasked Estep 
Score: -23749358.000000 Penalty: 5975.283203
	Iteration 8F: 3 clusters Score -2.374936e+07 nChanged 8147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 140321 members 
Entering Unmasked Estep 
Score: -23755020.000000 Penalty: 5975.283203
	Iteration 9Q: 3 clusters Score -2.375502e+07 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 144431 members 
Entering Unmasked Estep 
Score: -23758700.000000 Penalty: 5975.283203
	Iteration 10Q: 3 clusters Score -2.37587e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 147601 members 
Entering Unmasked Estep 
Score: -23760922.000000 Penalty: 5975.283203
	Iteration 11Q: 3 clusters Score -2.376092e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 150213 members 
Entering Unmasked Estep 
Score: -23762374.000000 Penalty: 5975.283203
	Iteration 12Q: 3 clusters Score -2.376237e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 152521 members 
Entering Unmasked Estep 
Score: -23763400.000000 Penalty: 5975.283203
	Iteration 13Q: 3 clusters Score -2.37634e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 154660 members 
Entering Unmasked Estep 
Score: -23764528.000000 Penalty: 5975.283203
	Iteration 14Q: 3 clusters Score -2.376453e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 156639 members 
Entering Unmasked Estep 
Score: -23765384.000000 Penalty: 5975.283203
	Iteration 15Q: 3 clusters Score -2.376538e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 158478 members 
Entering Unmasked Estep 
Score: -23766210.000000 Penalty: 5975.283203
	Iteration 16Q: 3 clusters Score -2.376621e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 160160 members 
Entering Unmasked Estep 
Score: -23766682.000000 Penalty: 5975.283203
	Iteration 17Q: 3 clusters Score -2.376668e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 161677 members 
Entering Unmasked Estep 
Score: -23767098.000000 Penalty: 5975.283203
	Iteration 18Q: 3 clusters Score -2.37671e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 163055 members 
Entering Unmasked Estep 
Score: -23767378.000000 Penalty: 5975.283203
	Iteration 19Q: 3 clusters Score -2.376738e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 164186 members 
Entering Unmasked Estep 
Score: -23767500.000000 Penalty: 5975.283203
	Iteration 20F: 3 clusters Score -2.37675e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 165139 members 
Entering Unmasked Estep 
Score: -23767664.000000 Penalty: 5975.283203
	Iteration 21Q: 3 clusters Score -2.376766e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 165943 members 
Entering Unmasked Estep 
Score: -23767616.000000 Penalty: 5975.283203
	Iteration 22Q: 3 clusters Score -2.376762e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 166547 members 
Entering Unmasked Estep 
Score: -23767714.000000 Penalty: 5975.283203
	Iteration 23Q: 3 clusters Score -2.376771e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 167027 members 
Entering Unmasked Estep 
Score: -23767742.000000 Penalty: 5975.283203
	Iteration 24Q: 3 clusters Score -2.376774e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 167438 members 
Entering Unmasked Estep 
Score: -23767852.000000 Penalty: 5975.283203
	Iteration 25Q: 3 clusters Score -2.376785e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 167774 members 
Entering Unmasked Estep 
Score: -23767952.000000 Penalty: 5975.283203
	Iteration 26Q: 3 clusters Score -2.376795e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 168023 members 
Entering Unmasked Estep 
Score: -23767994.000000 Penalty: 5975.283203
	Iteration 27Q: 3 clusters Score -2.376799e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 168212 members 
Entering Unmasked Estep 
Score: -23768052.000000 Penalty: 5975.283203
	Iteration 28Q: 3 clusters Score -2.376805e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 168366 members 
Entering Unmasked Estep 
Score: -23768048.000000 Penalty: 5975.283203
	Iteration 29Q: 3 clusters Score -2.376805e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 168476 members 
Entering Unmasked Estep 
Score: -23768090.000000 Penalty: 5975.283203
	Iteration 30Q: 3 clusters Score -2.376809e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 168574 members 
Entering Unmasked Estep 
Score: -23768076.000000 Penalty: 5975.283203
	Iteration 31Q: 3 clusters Score -2.376808e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 168668 members 
Entering Unmasked Estep 
Score: -23768062.000000 Penalty: 5975.283203
	Iteration 32Q: 3 clusters Score -2.376806e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 168730 members 
Entering Unmasked Estep 
Score: -23768072.000000 Penalty: 5975.283203
	Iteration 33Q: 3 clusters Score -2.376807e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 168777 members 
Entering Unmasked Estep 
Score: -23768060.000000 Penalty: 5975.283203
	Iteration 34Q: 3 clusters Score -2.376806e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 168818 members 
Entering Unmasked Estep 
Score: -23768096.000000 Penalty: 5975.283203
	Iteration 35Q: 3 clusters Score -2.37681e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 168862 members 
Entering Unmasked Estep 
Score: -23768104.000000 Penalty: 5975.283203
	Iteration 36Q: 3 clusters Score -2.37681e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 168901 members 
Entering Unmasked Estep 
Score: -23768110.000000 Penalty: 5975.283203
	Iteration 37Q: 3 clusters Score -2.376811e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 168926 members 
Entering Unmasked Estep 
Score: -23768098.000000 Penalty: 5975.283203
	Iteration 38Q: 3 clusters Score -2.37681e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 168937 members 
Entering Unmasked Estep 
Score: -23768118.000000 Penalty: 5975.283203
	Iteration 39Q: 3 clusters Score -2.376812e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 168950 members 
Entering Unmasked Estep 
Score: -23768116.000000 Penalty: 5975.283203
	Iteration 40F: 3 clusters Score -2.376812e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 168965 members 
Entering Unmasked Estep 
Score: -23768084.000000 Penalty: 5975.283203
	Iteration 41Q: 3 clusters Score -2.376808e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 168979 members 
Entering Unmasked Estep 
Score: -23768084.000000 Penalty: 5975.283203
	Iteration 42Q: 3 clusters Score -2.376808e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 168991 members 
Entering Unmasked Estep 
Score: -23768082.000000 Penalty: 5975.283203
	Iteration 43Q: 3 clusters Score -2.376808e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 169005 members 
Entering Unmasked Estep 
Score: -23768090.000000 Penalty: 5975.283203
	Iteration 44Q: 3 clusters Score -2.376809e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 169017 members 
Entering Unmasked Estep 
Score: -23768102.000000 Penalty: 5975.283203
	Iteration 45Q: 3 clusters Score -2.37681e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 169029 members 
Entering Unmasked Estep 
Score: -23768120.000000 Penalty: 5975.283203
	Iteration 46Q: 3 clusters Score -2.376812e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 169042 members 
Entering Unmasked Estep 
Score: -23768104.000000 Penalty: 5975.283203
	Iteration 47Q: 3 clusters Score -2.37681e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 169058 members 
Entering Unmasked Estep 
Score: -23768100.000000 Penalty: 5975.283203
	Iteration 48Q: 3 clusters Score -2.37681e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 169073 members 
Entering Unmasked Estep 
Score: -23768076.000000 Penalty: 5975.283203
	Iteration 49Q: 3 clusters Score -2.376808e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 169088 members 
Entering Unmasked Estep 
Score: -23768100.000000 Penalty: 5975.283203
	Iteration 50Q: 3 clusters Score -2.37681e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 169096 members 
Entering Unmasked Estep 
Score: -23768094.000000 Penalty: 5975.283203
	Iteration 51Q: 3 clusters Score -2.376809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 169099 members 
Entering Unmasked Estep 
Score: -23768098.000000 Penalty: 5975.283203
	Iteration 52Q: 3 clusters Score -2.37681e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 169098 members 
Entering Unmasked Estep 
Score: -23768096.000000 Penalty: 5975.283203
	Iteration 53Q: 3 clusters Score -2.37681e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 169105 members 
Entering Unmasked Estep 
Score: -23768074.000000 Penalty: 5975.283203
	Iteration 54Q: 3 clusters Score -2.376807e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 169113 members 
Entering Unmasked Estep 
Score: -23768076.000000 Penalty: 5975.283203
	Iteration 55Q: 3 clusters Score -2.376808e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 169116 members 
Entering Unmasked Estep 
Score: -23768078.000000 Penalty: 5975.283203
	Iteration 56Q: 3 clusters Score -2.376808e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 169122 members 
Entering Unmasked Estep 
Score: -23768066.000000 Penalty: 5975.283203
	Iteration 57Q: 3 clusters Score -2.376807e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 169128 members 
Entering Unmasked Estep 
Score: -23768064.000000 Penalty: 5975.283203
	Iteration 58Q: 3 clusters Score -2.376806e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 169131 members 
Entering Unmasked Estep 
Score: -23768068.000000 Penalty: 5975.283203
	Iteration 59Q: 3 clusters Score -2.376807e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 169135 members 
Entering Unmasked Estep 
Score: -23768062.000000 Penalty: 5975.283203
	Iteration 60F: 3 clusters Score -2.376806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 169138 members 
Entering Unmasked Estep 
Score: -23768072.000000 Penalty: 5975.283203
	Iteration 61Q: 3 clusters Score -2.376807e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 169141 members 
Entering Unmasked Estep 
Score: -23768074.000000 Penalty: 5975.283203
	Iteration 62Q: 3 clusters Score -2.376807e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 169141 members 
Entering Unmasked Estep 
Score: -23768074.000000 Penalty: 5975.283203
	Iteration 63F: 3 clusters Score -2.376807e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Entering Unmasked Estep 
Score: -986704.187500 Penalty: 2203.863770
	Iteration 0F: 2 clusters Score -986704.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -980805.500000 Penalty: 4407.727539
	Iteration 0F: 3 clusters Score -980805.5 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -982384.687500 Penalty: 4407.727539
	Iteration 1F: 3 clusters Score -982384.7 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -982740.625000 Penalty: 4407.727539
	Iteration 2F: 3 clusters Score -982740.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -983054.562500 Penalty: 4407.727539
	Iteration 3F: 3 clusters Score -983054.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -983294.125000 Penalty: 4407.727539
	Iteration 4F: 3 clusters Score -983294.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -983464.625000 Penalty: 4407.727539
	Iteration 5Q: 3 clusters Score -983464.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -983586.750000 Penalty: 4407.727539
	Iteration 6Q: 3 clusters Score -983586.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -983701.937500 Penalty: 4407.727539
	Iteration 7Q: 3 clusters Score -983701.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -983804.875000 Penalty: 4407.727539
	Iteration 8Q: 3 clusters Score -983804.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -983881.437500 Penalty: 4407.727539
	Iteration 9Q: 3 clusters Score -983881.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -983939.937500 Penalty: 4407.727539
	Iteration 10Q: 3 clusters Score -983939.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -983993.000000 Penalty: 4407.727539
	Iteration 11Q: 3 clusters Score -983993 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -984039.937500 Penalty: 4407.727539
	Iteration 12Q: 3 clusters Score -984039.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -984071.500000 Penalty: 4407.727539
	Iteration 13Q: 3 clusters Score -984071.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -984099.250000 Penalty: 4407.727539
	Iteration 14Q: 3 clusters Score -984099.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -984125.250000 Penalty: 4407.727539
	Iteration 15Q: 3 clusters Score -984125.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -984138.000000 Penalty: 4407.727539
	Iteration 16Q: 3 clusters Score -984138 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -984157.375000 Penalty: 4407.727539
	Iteration 17Q: 3 clusters Score -984157.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -984178.500000 Penalty: 4407.727539
	Iteration 18Q: 3 clusters Score -984178.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -984195.250000 Penalty: 4407.727539
	Iteration 19Q: 3 clusters Score -984195.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -984230.375000 Penalty: 4407.727539
	Iteration 20F: 3 clusters Score -984230.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -984272.000000 Penalty: 4407.727539
	Iteration 21Q: 3 clusters Score -984272 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -984317.250000 Penalty: 4407.727539
	Iteration 22Q: 3 clusters Score -984317.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -984361.937500 Penalty: 4407.727539
	Iteration 23Q: 3 clusters Score -984361.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -984404.812500 Penalty: 4407.727539
	Iteration 24Q: 3 clusters Score -984404.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -984437.625000 Penalty: 4407.727539
	Iteration 25Q: 3 clusters Score -984437.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -984484.812500 Penalty: 4407.727539
	Iteration 26Q: 3 clusters Score -984484.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -984535.125000 Penalty: 4407.727539
	Iteration 27Q: 3 clusters Score -984535.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -984599.312500 Penalty: 4407.727539
	Iteration 28Q: 3 clusters Score -984599.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -984670.687500 Penalty: 4407.727539
	Iteration 29Q: 3 clusters Score -984670.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -984731.312500 Penalty: 4407.727539
	Iteration 30Q: 3 clusters Score -984731.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -984798.562500 Penalty: 4407.727539
	Iteration 31Q: 3 clusters Score -984798.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -984861.000000 Penalty: 4407.727539
	Iteration 32Q: 3 clusters Score -984861 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -984914.250000 Penalty: 4407.727539
	Iteration 33Q: 3 clusters Score -984914.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -984957.562500 Penalty: 4407.727539
	Iteration 34Q: 3 clusters Score -984957.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -984992.062500 Penalty: 4407.727539
	Iteration 35Q: 3 clusters Score -984992.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -985026.687500 Penalty: 4407.727539
	Iteration 36Q: 3 clusters Score -985026.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -985049.312500 Penalty: 4407.727539
	Iteration 37Q: 3 clusters Score -985049.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -985071.687500 Penalty: 4407.727539
	Iteration 38Q: 3 clusters Score -985071.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -985095.625000 Penalty: 4407.727539
	Iteration 39Q: 3 clusters Score -985095.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -985108.187500 Penalty: 4407.727539
	Iteration 40F: 3 clusters Score -985108.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -985129.812500 Penalty: 4407.727539
	Iteration 41Q: 3 clusters Score -985129.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -985144.500000 Penalty: 4407.727539
	Iteration 42Q: 3 clusters Score -985144.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -985157.875000 Penalty: 4407.727539
	Iteration 43Q: 3 clusters Score -985157.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -985165.687500 Penalty: 4407.727539
	Iteration 44Q: 3 clusters Score -985165.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -985181.187500 Penalty: 4407.727539
	Iteration 45Q: 3 clusters Score -985181.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -985201.687500 Penalty: 4407.727539
	Iteration 46Q: 3 clusters Score -985201.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -985217.125000 Penalty: 4407.727539
	Iteration 47Q: 3 clusters Score -985217.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -985233.562500 Penalty: 4407.727539
	Iteration 48Q: 3 clusters Score -985233.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -985245.812500 Penalty: 4407.727539
	Iteration 49Q: 3 clusters Score -985245.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -985263.312500 Penalty: 4407.727539
	Iteration 50Q: 3 clusters Score -985263.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -985280.687500 Penalty: 4407.727539
	Iteration 51Q: 3 clusters Score -985280.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -985300.375000 Penalty: 4407.727539
	Iteration 52Q: 3 clusters Score -985300.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -985329.125000 Penalty: 4407.727539
	Iteration 53Q: 3 clusters Score -985329.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -985365.625000 Penalty: 4407.727539
	Iteration 54Q: 3 clusters Score -985365.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -985418.125000 Penalty: 4407.727539
	Iteration 55Q: 3 clusters Score -985418.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -985466.187500 Penalty: 4407.727539
	Iteration 56Q: 3 clusters Score -985466.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -985497.375000 Penalty: 4407.727539
	Iteration 57Q: 3 clusters Score -985497.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -985517.750000 Penalty: 4407.727539
	Iteration 58Q: 3 clusters Score -985517.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -985541.187500 Penalty: 4407.727539
	Iteration 59Q: 3 clusters Score -985541.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -985550.625000 Penalty: 4407.727539
	Iteration 60F: 3 clusters Score -985550.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -985556.625000 Penalty: 4407.727539
	Iteration 61Q: 3 clusters Score -985556.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -985560.437500 Penalty: 4407.727539
	Iteration 62Q: 3 clusters Score -985560.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -985562.187500 Penalty: 4407.727539
	Iteration 63Q: 3 clusters Score -985562.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -985567.125000 Penalty: 4407.727539
	Iteration 64Q: 3 clusters Score -985567.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -985570.312500 Penalty: 4407.727539
	Iteration 65Q: 3 clusters Score -985570.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -985578.062500 Penalty: 4407.727539
	Iteration 66Q: 3 clusters Score -985578.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -985580.625000 Penalty: 4407.727539
	Iteration 67Q: 3 clusters Score -985580.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -985582.312500 Penalty: 4407.727539
	Iteration 68Q: 3 clusters Score -985582.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -985582.812500 Penalty: 4407.727539
	Iteration 69Q: 3 clusters Score -985582.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -985582.812500 Penalty: 4407.727539
	Iteration 70F: 3 clusters Score -985582.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (130021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130021 members 
Entering Unmasked Estep 
Score: -18406368.000000 Penalty: 2920.312012
	Iteration 0F: 2 clusters Score -1.840637e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65139 members 
Mstep: Class 2 contains 64882 members 
Entering Unmasked Estep 
Score: -18323870.000000 Penalty: 5840.624023
	Iteration 0F: 3 clusters Score -1.832387e+07 nChanged 61900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66507 members 
Mstep: Class 2 contains 63514 members 
Entering Unmasked Estep 
Score: -18359504.000000 Penalty: 5840.624023
	Iteration 1F: 3 clusters Score -1.83595e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67294 members 
Mstep: Class 2 contains 62727 members 
Entering Unmasked Estep 
Score: -18360674.000000 Penalty: 5840.624023
	Iteration 2Q: 3 clusters Score -1.836067e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68382 members 
Mstep: Class 2 contains 61639 members 
Entering Unmasked Estep 
Score: -18362306.000000 Penalty: 5840.624023
	Iteration 3Q: 3 clusters Score -1.836231e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69731 members 
Mstep: Class 2 contains 60290 members 
Entering Unmasked Estep 
Score: -18364154.000000 Penalty: 5840.624023
	Iteration 4Q: 3 clusters Score -1.836415e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71398 members 
Mstep: Class 2 contains 58623 members 
Entering Unmasked Estep 
Score: -18366064.000000 Penalty: 5840.624023
	Iteration 5Q: 3 clusters Score -1.836606e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73365 members 
Mstep: Class 2 contains 56656 members 
Entering Unmasked Estep 
Score: -18368402.000000 Penalty: 5840.624023
	Iteration 6Q: 3 clusters Score -1.83684e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75739 members 
Mstep: Class 2 contains 54282 members 
Entering Unmasked Estep 
Score: -18371428.000000 Penalty: 5840.624023
	Iteration 7Q: 3 clusters Score -1.837143e+07 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78365 members 
Mstep: Class 2 contains 51656 members 
Entering Unmasked Estep 
Score: -18375560.000000 Penalty: 5840.624023
	Iteration 8F: 3 clusters Score -1.837556e+07 nChanged 7323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81062 members 
Mstep: Class 2 contains 48959 members 
Entering Unmasked Estep 
Score: -18380438.000000 Penalty: 5840.624023
	Iteration 9F: 3 clusters Score -1.838044e+07 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83103 members 
Mstep: Class 2 contains 46918 members 
Entering Unmasked Estep 
Score: -18385088.000000 Penalty: 5840.624023
	Iteration 10F: 3 clusters Score -1.838509e+07 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84416 members 
Mstep: Class 2 contains 45605 members 
Entering Unmasked Estep 
Score: -18388454.000000 Penalty: 5840.624023
	Iteration 11F: 3 clusters Score -1.838845e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85403 members 
Mstep: Class 2 contains 44618 members 
Entering Unmasked Estep 
Score: -18389916.000000 Penalty: 5840.624023
	Iteration 12Q: 3 clusters Score -1.838992e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86287 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -18390530.000000 Penalty: 5840.624023
	Iteration 13Q: 3 clusters Score -1.839053e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87159 members 
Mstep: Class 2 contains 42862 members 
Entering Unmasked Estep 
Score: -18390828.000000 Penalty: 5840.624023
	Iteration 14Q: 3 clusters Score -1.839083e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88029 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
Score: -18390966.000000 Penalty: 5840.624023
	Iteration 15Q: 3 clusters Score -1.839097e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88920 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -18391234.000000 Penalty: 5840.624023
	Iteration 16Q: 3 clusters Score -1.839123e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89740 members 
Mstep: Class 2 contains 40281 members 
Entering Unmasked Estep 
Score: -18391322.000000 Penalty: 5840.624023
	Iteration 17Q: 3 clusters Score -1.839132e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90481 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -18391516.000000 Penalty: 5840.624023
	Iteration 18Q: 3 clusters Score -1.839152e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91201 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -18391644.000000 Penalty: 5840.624023
	Iteration 19Q: 3 clusters Score -1.839164e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91920 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -18391758.000000 Penalty: 5840.624023
	Iteration 20F: 3 clusters Score -1.839176e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92590 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -18391908.000000 Penalty: 5840.624023
	Iteration 21Q: 3 clusters Score -1.839191e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93214 members 
Mstep: Class 2 contains 36807 members 
Entering Unmasked Estep 
Score: -18392036.000000 Penalty: 5840.624023
	Iteration 22Q: 3 clusters Score -1.839204e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93849 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -18392250.000000 Penalty: 5840.624023
	Iteration 23Q: 3 clusters Score -1.839225e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94490 members 
Mstep: Class 2 contains 35531 members 
Entering Unmasked Estep 
Score: -18392380.000000 Penalty: 5840.624023
	Iteration 24Q: 3 clusters Score -1.839238e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95138 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -18392490.000000 Penalty: 5840.624023
	Iteration 25Q: 3 clusters Score -1.839249e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95811 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -18392632.000000 Penalty: 5840.624023
	Iteration 26Q: 3 clusters Score -1.839263e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96451 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -18392772.000000 Penalty: 5840.624023
	Iteration 27Q: 3 clusters Score -1.839277e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97067 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -18392980.000000 Penalty: 5840.624023
	Iteration 28Q: 3 clusters Score -1.839298e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97695 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -18393160.000000 Penalty: 5840.624023
	Iteration 29Q: 3 clusters Score -1.839316e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98297 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -18393276.000000 Penalty: 5840.624023
	Iteration 30Q: 3 clusters Score -1.839328e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98914 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -18393484.000000 Penalty: 5840.624023
	Iteration 31Q: 3 clusters Score -1.839348e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99536 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -18393596.000000 Penalty: 5840.624023
	Iteration 32Q: 3 clusters Score -1.83936e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100175 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -18393798.000000 Penalty: 5840.624023
	Iteration 33Q: 3 clusters Score -1.83938e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100789 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
Score: -18393882.000000 Penalty: 5840.624023
	Iteration 34Q: 3 clusters Score -1.839388e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101375 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -18394034.000000 Penalty: 5840.624023
	Iteration 35Q: 3 clusters Score -1.839403e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101977 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -18394124.000000 Penalty: 5840.624023
	Iteration 36Q: 3 clusters Score -1.839412e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102609 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -18394300.000000 Penalty: 5840.624023
	Iteration 37Q: 3 clusters Score -1.83943e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103196 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -18394360.000000 Penalty: 5840.624023
	Iteration 38Q: 3 clusters Score -1.839436e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103842 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -18394466.000000 Penalty: 5840.624023
	Iteration 39Q: 3 clusters Score -1.839447e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104473 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -18394572.000000 Penalty: 5840.624023
	Iteration 40F: 3 clusters Score -1.839457e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105096 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -18394656.000000 Penalty: 5840.624023
	Iteration 41Q: 3 clusters Score -1.839466e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105716 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -18394808.000000 Penalty: 5840.624023
	Iteration 42Q: 3 clusters Score -1.839481e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106356 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -18394960.000000 Penalty: 5840.624023
	Iteration 43Q: 3 clusters Score -1.839496e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106970 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -18395150.000000 Penalty: 5840.624023
	Iteration 44Q: 3 clusters Score -1.839515e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107568 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -18395312.000000 Penalty: 5840.624023
	Iteration 45Q: 3 clusters Score -1.839531e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108197 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -18395518.000000 Penalty: 5840.624023
	Iteration 46Q: 3 clusters Score -1.839552e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108867 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -18395704.000000 Penalty: 5840.624023
	Iteration 47Q: 3 clusters Score -1.83957e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109518 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -18395874.000000 Penalty: 5840.624023
	Iteration 48Q: 3 clusters Score -1.839587e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110168 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -18396080.000000 Penalty: 5840.624023
	Iteration 49Q: 3 clusters Score -1.839608e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110773 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -18396264.000000 Penalty: 5840.624023
	Iteration 50Q: 3 clusters Score -1.839626e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111341 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -18396418.000000 Penalty: 5840.624023
	Iteration 51Q: 3 clusters Score -1.839642e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111925 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -18396662.000000 Penalty: 5840.624023
	Iteration 52Q: 3 clusters Score -1.839666e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112537 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -18396880.000000 Penalty: 5840.624023
	Iteration 53Q: 3 clusters Score -1.839688e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113121 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -18397150.000000 Penalty: 5840.624023
	Iteration 54Q: 3 clusters Score -1.839715e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113729 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -18397438.000000 Penalty: 5840.624023
	Iteration 55Q: 3 clusters Score -1.839744e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114364 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -18397720.000000 Penalty: 5840.624023
	Iteration 56Q: 3 clusters Score -1.839772e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114987 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -18397958.000000 Penalty: 5840.624023
	Iteration 57Q: 3 clusters Score -1.839796e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115589 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -18398134.000000 Penalty: 5840.624023
	Iteration 58Q: 3 clusters Score -1.839813e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116213 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -18398376.000000 Penalty: 5840.624023
	Iteration 59Q: 3 clusters Score -1.839838e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116814 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -18398648.000000 Penalty: 5840.624023
	Iteration 60F: 3 clusters Score -1.839865e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117432 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -18398862.000000 Penalty: 5840.624023
	Iteration 61Q: 3 clusters Score -1.839886e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118068 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -18399162.000000 Penalty: 5840.624023
	Iteration 62Q: 3 clusters Score -1.839916e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118713 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -18399552.000000 Penalty: 5840.624023
	Iteration 63Q: 3 clusters Score -1.839955e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119377 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -18399896.000000 Penalty: 5840.624023
	Iteration 64Q: 3 clusters Score -1.83999e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120033 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -18400272.000000 Penalty: 5840.624023
	Iteration 65Q: 3 clusters Score -1.840027e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120642 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -18400662.000000 Penalty: 5840.624023
	Iteration 66Q: 3 clusters Score -1.840066e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121233 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -18401058.000000 Penalty: 5840.624023
	Iteration 67Q: 3 clusters Score -1.840106e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121807 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -18401338.000000 Penalty: 5840.624023
	Iteration 68Q: 3 clusters Score -1.840134e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122359 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -18401652.000000 Penalty: 5840.624023
	Iteration 69Q: 3 clusters Score -1.840165e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122872 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -18401864.000000 Penalty: 5840.624023
	Iteration 70Q: 3 clusters Score -1.840186e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123335 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -18402072.000000 Penalty: 5840.624023
	Iteration 71Q: 3 clusters Score -1.840207e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123747 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -18402304.000000 Penalty: 5840.624023
	Iteration 72Q: 3 clusters Score -1.84023e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124135 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -18402476.000000 Penalty: 5840.624023
	Iteration 73Q: 3 clusters Score -1.840248e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124450 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -18402686.000000 Penalty: 5840.624023
	Iteration 74Q: 3 clusters Score -1.840269e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124720 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -18402818.000000 Penalty: 5840.624023
	Iteration 75Q: 3 clusters Score -1.840282e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124971 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -18402896.000000 Penalty: 5840.624023
	Iteration 76Q: 3 clusters Score -1.84029e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125178 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -18403008.000000 Penalty: 5840.624023
	Iteration 77Q: 3 clusters Score -1.840301e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125384 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -18403088.000000 Penalty: 5840.624023
	Iteration 78Q: 3 clusters Score -1.840309e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125607 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -18403196.000000 Penalty: 5840.624023
	Iteration 79Q: 3 clusters Score -1.84032e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125800 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -18403290.000000 Penalty: 5840.624023
	Iteration 80F: 3 clusters Score -1.840329e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125958 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -18403394.000000 Penalty: 5840.624023
	Iteration 81Q: 3 clusters Score -1.840339e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126120 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -18403474.000000 Penalty: 5840.624023
	Iteration 82Q: 3 clusters Score -1.840347e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126253 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -18403548.000000 Penalty: 5840.624023
	Iteration 83Q: 3 clusters Score -1.840355e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126364 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -18403616.000000 Penalty: 5840.624023
	Iteration 84Q: 3 clusters Score -1.840362e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126473 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -18403656.000000 Penalty: 5840.624023
	Iteration 85Q: 3 clusters Score -1.840366e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126567 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -18403706.000000 Penalty: 5840.624023
	Iteration 86Q: 3 clusters Score -1.840371e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126659 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -18403762.000000 Penalty: 5840.624023
	Iteration 87Q: 3 clusters Score -1.840376e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126742 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -18403780.000000 Penalty: 5840.624023
	Iteration 88Q: 3 clusters Score -1.840378e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126822 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -18403816.000000 Penalty: 5840.624023
	Iteration 89Q: 3 clusters Score -1.840382e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126886 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -18403830.000000 Penalty: 5840.624023
	Iteration 90Q: 3 clusters Score -1.840383e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126936 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -18403862.000000 Penalty: 5840.624023
	Iteration 91Q: 3 clusters Score -1.840386e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126981 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -18403902.000000 Penalty: 5840.624023
	Iteration 92Q: 3 clusters Score -1.84039e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127016 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -18403954.000000 Penalty: 5840.624023
	Iteration 93Q: 3 clusters Score -1.840395e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127042 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -18403940.000000 Penalty: 5840.624023
	Iteration 94Q: 3 clusters Score -1.840394e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127072 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -18403962.000000 Penalty: 5840.624023
	Iteration 95Q: 3 clusters Score -1.840396e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127102 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -18403952.000000 Penalty: 5840.624023
	Iteration 96Q: 3 clusters Score -1.840395e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127132 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -18403972.000000 Penalty: 5840.624023
	Iteration 97Q: 3 clusters Score -1.840397e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127157 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -18403978.000000 Penalty: 5840.624023
	Iteration 98Q: 3 clusters Score -1.840398e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127186 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -18403958.000000 Penalty: 5840.624023
	Iteration 99Q: 3 clusters Score -1.840396e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127207 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -18403978.000000 Penalty: 5840.624023
	Iteration 100F: 3 clusters Score -1.840398e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127224 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -18403976.000000 Penalty: 5840.624023
	Iteration 101Q: 3 clusters Score -1.840398e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127241 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -18404000.000000 Penalty: 5840.624023
	Iteration 102Q: 3 clusters Score -1.8404e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127263 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -18404010.000000 Penalty: 5840.624023
	Iteration 103Q: 3 clusters Score -1.840401e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127275 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -18404028.000000 Penalty: 5840.624023
	Iteration 104Q: 3 clusters Score -1.840403e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127292 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -18404034.000000 Penalty: 5840.624023
	Iteration 105Q: 3 clusters Score -1.840403e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127304 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -18404032.000000 Penalty: 5840.624023
	Iteration 106Q: 3 clusters Score -1.840403e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127307 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -18404038.000000 Penalty: 5840.624023
	Iteration 107Q: 3 clusters Score -1.840404e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127314 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -18404038.000000 Penalty: 5840.624023
	Iteration 108Q: 3 clusters Score -1.840404e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127325 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -18404038.000000 Penalty: 5840.624023
	Iteration 109Q: 3 clusters Score -1.840404e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127334 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -18404040.000000 Penalty: 5840.624023
	Iteration 110Q: 3 clusters Score -1.840404e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127343 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -18404034.000000 Penalty: 5840.624023
	Iteration 111Q: 3 clusters Score -1.840403e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127356 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -18404030.000000 Penalty: 5840.624023
	Iteration 112Q: 3 clusters Score -1.840403e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127371 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -18404044.000000 Penalty: 5840.624023
	Iteration 113Q: 3 clusters Score -1.840404e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127386 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -18404042.000000 Penalty: 5840.624023
	Iteration 114Q: 3 clusters Score -1.840404e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127397 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -18404068.000000 Penalty: 5840.624023
	Iteration 115Q: 3 clusters Score -1.840407e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127404 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -18404058.000000 Penalty: 5840.624023
	Iteration 116Q: 3 clusters Score -1.840406e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127408 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -18404070.000000 Penalty: 5840.624023
	Iteration 117Q: 3 clusters Score -1.840407e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127411 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -18404066.000000 Penalty: 5840.624023
	Iteration 118Q: 3 clusters Score -1.840407e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127412 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -18404064.000000 Penalty: 5840.624023
	Iteration 119Q: 3 clusters Score -1.840406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127413 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -18404068.000000 Penalty: 5840.624023
	Iteration 120F: 3 clusters Score -1.840407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127415 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -18404070.000000 Penalty: 5840.624023
	Iteration 121Q: 3 clusters Score -1.840407e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127419 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -18404064.000000 Penalty: 5840.624023
	Iteration 122Q: 3 clusters Score -1.840406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127424 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -18404064.000000 Penalty: 5840.624023
	Iteration 123Q: 3 clusters Score -1.840406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127424 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -18404068.000000 Penalty: 5840.624023
	Iteration 124Q: 3 clusters Score -1.840407e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127428 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -18404070.000000 Penalty: 5840.624023
	Iteration 125Q: 3 clusters Score -1.840407e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127428 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -18404066.000000 Penalty: 5840.624023
	Iteration 126Q: 3 clusters Score -1.840407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127427 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -18404068.000000 Penalty: 5840.624023
	Iteration 127Q: 3 clusters Score -1.840407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127425 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -18404072.000000 Penalty: 5840.624023
	Iteration 128Q: 3 clusters Score -1.840407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127426 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -18404076.000000 Penalty: 5840.624023
	Iteration 129Q: 3 clusters Score -1.840408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127425 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -18404076.000000 Penalty: 5840.624023
	Iteration 130Q: 3 clusters Score -1.840408e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127425 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -18404076.000000 Penalty: 5840.624023
	Iteration 131F: 3 clusters Score -1.840408e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Entering Unmasked Estep 
Score: -2425698.750000 Penalty: 2418.213623
	Iteration 0F: 2 clusters Score -2425699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -2413512.000000 Penalty: 4836.427246
	Iteration 0F: 3 clusters Score -2413512 nChanged 7327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -2417501.000000 Penalty: 4836.427246
	Iteration 1F: 3 clusters Score -2417501 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2417941.250000 Penalty: 4836.427246
	Iteration 2F: 3 clusters Score -2417941 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -2418279.750000 Penalty: 4836.427246
	Iteration 3F: 3 clusters Score -2418280 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -2418538.500000 Penalty: 4836.427246
	Iteration 4Q: 3 clusters Score -2418538 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2418754.000000 Penalty: 4836.427246
	Iteration 5Q: 3 clusters Score -2418754 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -2418959.500000 Penalty: 4836.427246
	Iteration 6Q: 3 clusters Score -2418960 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -2419157.750000 Penalty: 4836.427246
	Iteration 7Q: 3 clusters Score -2419158 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -2419399.000000 Penalty: 4836.427246
	Iteration 8Q: 3 clusters Score -2419399 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -2419703.250000 Penalty: 4836.427246
	Iteration 9Q: 3 clusters Score -2419703 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -2420086.500000 Penalty: 4836.427246
	Iteration 10Q: 3 clusters Score -2420086 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -2420538.250000 Penalty: 4836.427246
	Iteration 11Q: 3 clusters Score -2420538 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -2421051.500000 Penalty: 4836.427246
	Iteration 12Q: 3 clusters Score -2421052 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -2421563.500000 Penalty: 4836.427246
	Iteration 13Q: 3 clusters Score -2421564 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2422061.000000 Penalty: 4836.427246
	Iteration 14Q: 3 clusters Score -2422061 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2422526.000000 Penalty: 4836.427246
	Iteration 15Q: 3 clusters Score -2422526 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2422882.500000 Penalty: 4836.427246
	Iteration 16Q: 3 clusters Score -2422882 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2423146.250000 Penalty: 4836.427246
	Iteration 17Q: 3 clusters Score -2423146 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2423298.500000 Penalty: 4836.427246
	Iteration 18Q: 3 clusters Score -2423298 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2423397.000000 Penalty: 4836.427246
	Iteration 19Q: 3 clusters Score -2423397 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2423458.750000 Penalty: 4836.427246
	Iteration 20F: 3 clusters Score -2423459 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2423491.000000 Penalty: 4836.427246
	Iteration 21Q: 3 clusters Score -2423491 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2423517.750000 Penalty: 4836.427246
	Iteration 22Q: 3 clusters Score -2423518 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2423550.500000 Penalty: 4836.427246
	Iteration 23Q: 3 clusters Score -2423550 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2423570.750000 Penalty: 4836.427246
	Iteration 24Q: 3 clusters Score -2423571 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2423595.750000 Penalty: 4836.427246
	Iteration 25Q: 3 clusters Score -2423596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2423613.750000 Penalty: 4836.427246
	Iteration 26Q: 3 clusters Score -2423614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2423625.500000 Penalty: 4836.427246
	Iteration 27Q: 3 clusters Score -2423626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2423629.250000 Penalty: 4836.427246
	Iteration 28Q: 3 clusters Score -2423629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2423635.500000 Penalty: 4836.427246
	Iteration 29Q: 3 clusters Score -2423636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2423634.250000 Penalty: 4836.427246
	Iteration 30Q: 3 clusters Score -2423634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2423635.250000 Penalty: 4836.427246
	Iteration 31Q: 3 clusters Score -2423635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2423637.250000 Penalty: 4836.427246
	Iteration 32Q: 3 clusters Score -2423637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2423635.750000 Penalty: 4836.427246
	Iteration 33Q: 3 clusters Score -2423636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2423638.000000 Penalty: 4836.427246
	Iteration 34Q: 3 clusters Score -2423638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2423643.500000 Penalty: 4836.427246
	Iteration 35Q: 3 clusters Score -2423644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2423645.250000 Penalty: 4836.427246
	Iteration 36Q: 3 clusters Score -2423645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2423645.500000 Penalty: 4836.427246
	Iteration 37Q: 3 clusters Score -2423646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2423645.500000 Penalty: 4836.427246
	Iteration 38F: 3 clusters Score -2423646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Entering Unmasked Estep 
Score: -1599871.125000 Penalty: 2314.101074
	Iteration 0F: 2 clusters Score -1599871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1591480.250000 Penalty: 4628.202148
	Iteration 0F: 3 clusters Score -1591480 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1594946.375000 Penalty: 4628.202148
	Iteration 1F: 3 clusters Score -1594946 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1596627.500000 Penalty: 4628.202148
	Iteration 2F: 3 clusters Score -1596628 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1598100.750000 Penalty: 4628.202148
	Iteration 3F: 3 clusters Score -1598101 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1599246.250000 Penalty: 4628.202148
	Iteration 4F: 3 clusters Score -1599246 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1599969.125000 Penalty: 4628.202148
	Iteration 5F: 3 clusters Score -1599969 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1600363.875000 Penalty: 4628.202148
	Iteration 6Q: 3 clusters Score -1600364 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1600552.125000 Penalty: 4628.202148
	Iteration 7Q: 3 clusters Score -1600552 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1600634.875000 Penalty: 4628.202148
	Iteration 8Q: 3 clusters Score -1600635 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1600679.750000 Penalty: 4628.202148
	Iteration 9Q: 3 clusters Score -1600680 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1600709.250000 Penalty: 4628.202148
	Iteration 10Q: 3 clusters Score -1600709 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1600725.000000 Penalty: 4628.202148
	Iteration 11Q: 3 clusters Score -1600725 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1600733.875000 Penalty: 4628.202148
	Iteration 12Q: 3 clusters Score -1600734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1600735.625000 Penalty: 4628.202148
	Iteration 13Q: 3 clusters Score -1600736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1600748.875000 Penalty: 4628.202148
	Iteration 14Q: 3 clusters Score -1600749 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1600747.625000 Penalty: 4628.202148
	Iteration 15Q: 3 clusters Score -1600748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1600754.750000 Penalty: 4628.202148
	Iteration 16Q: 3 clusters Score -1600755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1600756.250000 Penalty: 4628.202148
	Iteration 17Q: 3 clusters Score -1600756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1600759.875000 Penalty: 4628.202148
	Iteration 18Q: 3 clusters Score -1600760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1600763.625000 Penalty: 4628.202148
	Iteration 19Q: 3 clusters Score -1600764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1600764.125000 Penalty: 4628.202148
	Iteration 20F: 3 clusters Score -1600764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1600762.375000 Penalty: 4628.202148
	Iteration 21Q: 3 clusters Score -1600762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1600763.125000 Penalty: 4628.202148
	Iteration 22Q: 3 clusters Score -1600763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1600763.750000 Penalty: 4628.202148
	Iteration 23Q: 3 clusters Score -1600764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1600762.000000 Penalty: 4628.202148
	Iteration 24Q: 3 clusters Score -1600762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1600761.500000 Penalty: 4628.202148
	Iteration 25Q: 3 clusters Score -1600762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1600763.375000 Penalty: 4628.202148
	Iteration 26Q: 3 clusters Score -1600763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1600763.375000 Penalty: 4628.202148
	Iteration 27F: 3 clusters Score -1600763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 67331 members 
Mstep: Class 3 contains 618 members 
Mstep: Class 4 contains 803 members 
Mstep: Class 5 contains 491 members 
Mstep: Class 6 contains 3842 members 
Mstep: Class 7 contains 27811 members 
Mstep: Class 8 contains 162583 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 170577 members 
Mstep: Class 11 contains 7234 members 
Mstep: Class 12 contains 130021 members 
Mstep: Class 13 contains 17169 members 
Mstep: Class 14 contains 9733 members 
Mstep: Class 15 contains 1225 members 
Mstep: Class 16 contains 171084 members 
Mstep: Class 17 contains 4655 members 
Mstep: Class 18 contains 178662 members 
Mstep: Class 19 contains 1550 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3312 members 
Entering Unmasked Estep 
Score: -132650112.000000 Penalty: 71744.437500
Splitting cluster 14 changes total score from -132649592.000000 to -132650112.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 15 (1225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Entering Unmasked Estep 
Score: -128617.210938 Penalty: 1763.452637
	Iteration 0F: 2 clusters Score -128617.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -126996.250000 Penalty: 3526.905273
	Iteration 0F: 3 clusters Score -126996.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -128681.476562 Penalty: 3526.905273
	Iteration 1F: 3 clusters Score -128681.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -129962.242188 Penalty: 3526.905273
	Iteration 2F: 3 clusters Score -129962.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -131364.156250 Penalty: 3526.905273
	Iteration 3F: 3 clusters Score -131364.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -131584.437500 Penalty: 3526.905273
	Iteration 4Q: 3 clusters Score -131584.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -131656.140625 Penalty: 3526.905273
	Iteration 5Q: 3 clusters Score -131656.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -131674.328125 Penalty: 3526.905273
	Iteration 6Q: 3 clusters Score -131674.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -131681.687500 Penalty: 3526.905273
	Iteration 7Q: 3 clusters Score -131681.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -131702.406250 Penalty: 3526.905273
	Iteration 8Q: 3 clusters Score -131702.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -131721.562500 Penalty: 3526.905273
	Iteration 9Q: 3 clusters Score -131721.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -131729.562500 Penalty: 3526.905273
	Iteration 10Q: 3 clusters Score -131729.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -131736.515625 Penalty: 3526.905273
	Iteration 11Q: 3 clusters Score -131736.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -131738.515625 Penalty: 3526.905273
	Iteration 12Q: 3 clusters Score -131738.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -131739.703125 Penalty: 3526.905273
	Iteration 13Q: 3 clusters Score -131739.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -131745.687500 Penalty: 3526.905273
	Iteration 14F: 3 clusters Score -131745.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -131764.734375 Penalty: 3526.905273
	Iteration 15Q: 3 clusters Score -131764.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -131774.953125 Penalty: 3526.905273
	Iteration 16Q: 3 clusters Score -131775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -131779.718750 Penalty: 3526.905273
	Iteration 17Q: 3 clusters Score -131779.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -131788.875000 Penalty: 3526.905273
	Iteration 18Q: 3 clusters Score -131788.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -131798.109375 Penalty: 3526.905273
	Iteration 19Q: 3 clusters Score -131798.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -131812.187500 Penalty: 3526.905273
	Iteration 20F: 3 clusters Score -131812.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -131857.531250 Penalty: 3526.905273
	Iteration 21Q: 3 clusters Score -131857.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -132243.734375 Penalty: 3526.905273
	Iteration 22Q: 3 clusters Score -132243.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -132499.312500 Penalty: 3526.905273
	Iteration 23Q: 3 clusters Score -132499.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -132505.765625 Penalty: 3526.905273
	Iteration 24Q: 3 clusters Score -132505.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -132509.000000 Penalty: 3526.905273
	Iteration 25Q: 3 clusters Score -132509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -132518.578125 Penalty: 3526.905273
	Iteration 26Q: 3 clusters Score -132518.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -132527.515625 Penalty: 3526.905273
	Iteration 27Q: 3 clusters Score -132527.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -132535.750000 Penalty: 3526.905273
	Iteration 28Q: 3 clusters Score -132535.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -132546.718750 Penalty: 3526.905273
	Iteration 29Q: 3 clusters Score -132546.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -132557.671875 Penalty: 3526.905273
	Iteration 30Q: 3 clusters Score -132557.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -132574.703125 Penalty: 3526.905273
	Iteration 31Q: 3 clusters Score -132574.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -132603.843750 Penalty: 3526.905273
	Iteration 32Q: 3 clusters Score -132603.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -132619.171875 Penalty: 3526.905273
	Iteration 33Q: 3 clusters Score -132619.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -132623.921875 Penalty: 3526.905273
	Iteration 34Q: 3 clusters Score -132623.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -132627.000000 Penalty: 3526.905273
	Iteration 35Q: 3 clusters Score -132627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -132633.656250 Penalty: 3526.905273
	Iteration 36F: 3 clusters Score -132633.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -132652.843750 Penalty: 3526.905273
	Iteration 37Q: 3 clusters Score -132652.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -132677.296875 Penalty: 3526.905273
	Iteration 38Q: 3 clusters Score -132677.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -132691.671875 Penalty: 3526.905273
	Iteration 39Q: 3 clusters Score -132691.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -132708.546875 Penalty: 3526.905273
	Iteration 40F: 3 clusters Score -132708.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -132731.343750 Penalty: 3526.905273
	Iteration 41Q: 3 clusters Score -132731.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -132773.265625 Penalty: 3526.905273
	Iteration 42Q: 3 clusters Score -132773.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -132778.250000 Penalty: 3526.905273
	Iteration 43Q: 3 clusters Score -132778.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -132778.250000 Penalty: 3526.905273
	Iteration 44F: 3 clusters Score -132778.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 67331 members 
Mstep: Class 3 contains 618 members 
Mstep: Class 4 contains 803 members 
Mstep: Class 5 contains 491 members 
Mstep: Class 6 contains 3842 members 
Mstep: Class 7 contains 27811 members 
Mstep: Class 8 contains 162583 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 170577 members 
Mstep: Class 11 contains 7234 members 
Mstep: Class 12 contains 130021 members 
Mstep: Class 13 contains 17169 members 
Mstep: Class 14 contains 9733 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 171084 members 
Mstep: Class 17 contains 4655 members 
Mstep: Class 18 contains 178662 members 
Mstep: Class 19 contains 1550 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3312 members 
Mstep: Class 22 contains 281 members 
Entering Unmasked Estep 
Score: -132652576.000000 Penalty: 75160.835938
Splitting cluster 15 changes total score from -132649592.000000 to -132652576.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 16 (171084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171084 members 
Entering Unmasked Estep 
Score: -23946170.000000 Penalty: 2988.377686
	Iteration 0F: 2 clusters Score -2.394617e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85490 members 
Mstep: Class 2 contains 85594 members 
Entering Unmasked Estep 
Score: -23841896.000000 Penalty: 5976.755371
	Iteration 0F: 3 clusters Score -2.38419e+07 nChanged 81686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86104 members 
Mstep: Class 2 contains 84980 members 
Entering Unmasked Estep 
Score: -23889302.000000 Penalty: 5976.755371
	Iteration 1F: 3 clusters Score -2.38893e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87145 members 
Mstep: Class 2 contains 83939 members 
Entering Unmasked Estep 
Score: -23890486.000000 Penalty: 5976.755371
	Iteration 2Q: 3 clusters Score -2.389049e+07 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88622 members 
Mstep: Class 2 contains 82462 members 
Entering Unmasked Estep 
Score: -23892072.000000 Penalty: 5976.755371
	Iteration 3Q: 3 clusters Score -2.389207e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90762 members 
Mstep: Class 2 contains 80322 members 
Entering Unmasked Estep 
Score: -23893498.000000 Penalty: 5976.755371
	Iteration 4Q: 3 clusters Score -2.38935e+07 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94050 members 
Mstep: Class 2 contains 77034 members 
Entering Unmasked Estep 
Score: -23895916.000000 Penalty: 5976.755371
	Iteration 5Q: 3 clusters Score -2.389592e+07 nChanged 7962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98814 members 
Mstep: Class 2 contains 72270 members 
Entering Unmasked Estep 
Score: -23899368.000000 Penalty: 5976.755371
	Iteration 6Q: 3 clusters Score -2.389937e+07 nChanged 9640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105120 members 
Mstep: Class 2 contains 65964 members 
Entering Unmasked Estep 
Score: -23904810.000000 Penalty: 5976.755371
	Iteration 7F: 3 clusters Score -2.390481e+07 nChanged 11568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113110 members 
Mstep: Class 2 contains 57974 members 
Entering Unmasked Estep 
Score: -23913178.000000 Penalty: 5976.755371
	Iteration 8F: 3 clusters Score -2.391318e+07 nChanged 12097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121203 members 
Mstep: Class 2 contains 49881 members 
Entering Unmasked Estep 
Score: -23922634.000000 Penalty: 5976.755371
	Iteration 9F: 3 clusters Score -2.392263e+07 nChanged 10580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127759 members 
Mstep: Class 2 contains 43325 members 
Entering Unmasked Estep 
Score: -23930486.000000 Penalty: 5976.755371
	Iteration 10F: 3 clusters Score -2.393049e+07 nChanged 7962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132493 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -23934928.000000 Penalty: 5976.755371
	Iteration 11Q: 3 clusters Score -2.393493e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136000 members 
Mstep: Class 2 contains 35084 members 
Entering Unmasked Estep 
Score: -23937116.000000 Penalty: 5976.755371
	Iteration 12Q: 3 clusters Score -2.393712e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138944 members 
Mstep: Class 2 contains 32140 members 
Entering Unmasked Estep 
Score: -23938294.000000 Penalty: 5976.755371
	Iteration 13Q: 3 clusters Score -2.393829e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141500 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -23939026.000000 Penalty: 5976.755371
	Iteration 14Q: 3 clusters Score -2.393903e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143705 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -23939670.000000 Penalty: 5976.755371
	Iteration 15Q: 3 clusters Score -2.393967e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145618 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -23940132.000000 Penalty: 5976.755371
	Iteration 16Q: 3 clusters Score -2.394013e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147365 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -23940566.000000 Penalty: 5976.755371
	Iteration 17Q: 3 clusters Score -2.394057e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148899 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -23940886.000000 Penalty: 5976.755371
	Iteration 18Q: 3 clusters Score -2.394089e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150264 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -23941252.000000 Penalty: 5976.755371
	Iteration 19Q: 3 clusters Score -2.394125e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151501 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -23941574.000000 Penalty: 5976.755371
	Iteration 20F: 3 clusters Score -2.394157e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152673 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -23941816.000000 Penalty: 5976.755371
	Iteration 21Q: 3 clusters Score -2.394182e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153814 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -23941966.000000 Penalty: 5976.755371
	Iteration 22Q: 3 clusters Score -2.394197e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154877 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -23942296.000000 Penalty: 5976.755371
	Iteration 23Q: 3 clusters Score -2.39423e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155827 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -23942666.000000 Penalty: 5976.755371
	Iteration 24Q: 3 clusters Score -2.394267e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156677 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -23942936.000000 Penalty: 5976.755371
	Iteration 25Q: 3 clusters Score -2.394294e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157498 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -23943076.000000 Penalty: 5976.755371
	Iteration 26Q: 3 clusters Score -2.394308e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158230 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -23943334.000000 Penalty: 5976.755371
	Iteration 27Q: 3 clusters Score -2.394333e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158862 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -23943594.000000 Penalty: 5976.755371
	Iteration 28Q: 3 clusters Score -2.394359e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159429 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -23943796.000000 Penalty: 5976.755371
	Iteration 29Q: 3 clusters Score -2.39438e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159951 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -23944034.000000 Penalty: 5976.755371
	Iteration 30Q: 3 clusters Score -2.394403e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160445 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -23944198.000000 Penalty: 5976.755371
	Iteration 31Q: 3 clusters Score -2.39442e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160879 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -23944382.000000 Penalty: 5976.755371
	Iteration 32Q: 3 clusters Score -2.394438e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161260 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -23944478.000000 Penalty: 5976.755371
	Iteration 33Q: 3 clusters Score -2.394448e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161608 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -23944568.000000 Penalty: 5976.755371
	Iteration 34Q: 3 clusters Score -2.394457e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161925 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -23944618.000000 Penalty: 5976.755371
	Iteration 35Q: 3 clusters Score -2.394462e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162200 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -23944694.000000 Penalty: 5976.755371
	Iteration 36Q: 3 clusters Score -2.394469e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162458 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -23944814.000000 Penalty: 5976.755371
	Iteration 37Q: 3 clusters Score -2.394481e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162694 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -23944944.000000 Penalty: 5976.755371
	Iteration 38Q: 3 clusters Score -2.394494e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162936 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -23945002.000000 Penalty: 5976.755371
	Iteration 39Q: 3 clusters Score -2.3945e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163124 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -23945056.000000 Penalty: 5976.755371
	Iteration 40F: 3 clusters Score -2.394506e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163280 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -23945152.000000 Penalty: 5976.755371
	Iteration 41Q: 3 clusters Score -2.394515e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163416 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -23945110.000000 Penalty: 5976.755371
	Iteration 42Q: 3 clusters Score -2.394511e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163534 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -23945116.000000 Penalty: 5976.755371
	Iteration 43Q: 3 clusters Score -2.394512e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163669 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -23945106.000000 Penalty: 5976.755371
	Iteration 44Q: 3 clusters Score -2.394511e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163791 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -23945094.000000 Penalty: 5976.755371
	Iteration 45Q: 3 clusters Score -2.394509e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163887 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -23945082.000000 Penalty: 5976.755371
	Iteration 46Q: 3 clusters Score -2.394508e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163966 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -23945070.000000 Penalty: 5976.755371
	Iteration 47Q: 3 clusters Score -2.394507e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164046 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -23945098.000000 Penalty: 5976.755371
	Iteration 48Q: 3 clusters Score -2.39451e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164100 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -23945104.000000 Penalty: 5976.755371
	Iteration 49Q: 3 clusters Score -2.39451e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164149 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -23945168.000000 Penalty: 5976.755371
	Iteration 50Q: 3 clusters Score -2.394517e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164182 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -23945152.000000 Penalty: 5976.755371
	Iteration 51Q: 3 clusters Score -2.394515e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164231 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -23945158.000000 Penalty: 5976.755371
	Iteration 52Q: 3 clusters Score -2.394516e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164274 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -23945176.000000 Penalty: 5976.755371
	Iteration 53Q: 3 clusters Score -2.394518e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164325 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -23945136.000000 Penalty: 5976.755371
	Iteration 54Q: 3 clusters Score -2.394514e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164396 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -23945134.000000 Penalty: 5976.755371
	Iteration 55Q: 3 clusters Score -2.394513e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164473 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -23945172.000000 Penalty: 5976.755371
	Iteration 56Q: 3 clusters Score -2.394517e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164539 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -23945164.000000 Penalty: 5976.755371
	Iteration 57Q: 3 clusters Score -2.394516e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164590 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -23945196.000000 Penalty: 5976.755371
	Iteration 58Q: 3 clusters Score -2.39452e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164630 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -23945206.000000 Penalty: 5976.755371
	Iteration 59Q: 3 clusters Score -2.394521e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164664 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -23945180.000000 Penalty: 5976.755371
	Iteration 60F: 3 clusters Score -2.394518e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164679 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -23945170.000000 Penalty: 5976.755371
	Iteration 61Q: 3 clusters Score -2.394517e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164694 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -23945198.000000 Penalty: 5976.755371
	Iteration 62Q: 3 clusters Score -2.39452e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164717 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -23945196.000000 Penalty: 5976.755371
	Iteration 63Q: 3 clusters Score -2.39452e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164741 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -23945204.000000 Penalty: 5976.755371
	Iteration 64Q: 3 clusters Score -2.39452e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164764 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -23945188.000000 Penalty: 5976.755371
	Iteration 65Q: 3 clusters Score -2.394519e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164792 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -23945190.000000 Penalty: 5976.755371
	Iteration 66Q: 3 clusters Score -2.394519e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164823 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -23945194.000000 Penalty: 5976.755371
	Iteration 67Q: 3 clusters Score -2.394519e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164849 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -23945180.000000 Penalty: 5976.755371
	Iteration 68Q: 3 clusters Score -2.394518e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164873 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -23945180.000000 Penalty: 5976.755371
	Iteration 69Q: 3 clusters Score -2.394518e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164888 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -23945178.000000 Penalty: 5976.755371
	Iteration 70Q: 3 clusters Score -2.394518e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164904 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -23945212.000000 Penalty: 5976.755371
	Iteration 71Q: 3 clusters Score -2.394521e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164921 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -23945228.000000 Penalty: 5976.755371
	Iteration 72Q: 3 clusters Score -2.394523e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164936 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -23945208.000000 Penalty: 5976.755371
	Iteration 73Q: 3 clusters Score -2.394521e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164952 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -23945224.000000 Penalty: 5976.755371
	Iteration 74Q: 3 clusters Score -2.394522e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164969 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -23945200.000000 Penalty: 5976.755371
	Iteration 75Q: 3 clusters Score -2.39452e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164985 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -23945200.000000 Penalty: 5976.755371
	Iteration 76Q: 3 clusters Score -2.39452e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165004 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -23945210.000000 Penalty: 5976.755371
	Iteration 77Q: 3 clusters Score -2.394521e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165026 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -23945212.000000 Penalty: 5976.755371
	Iteration 78Q: 3 clusters Score -2.394521e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165045 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -23945176.000000 Penalty: 5976.755371
	Iteration 79Q: 3 clusters Score -2.394518e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165062 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -23945194.000000 Penalty: 5976.755371
	Iteration 80F: 3 clusters Score -2.394519e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165073 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -23945204.000000 Penalty: 5976.755371
	Iteration 81Q: 3 clusters Score -2.39452e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165088 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -23945198.000000 Penalty: 5976.755371
	Iteration 82Q: 3 clusters Score -2.39452e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165095 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -23945170.000000 Penalty: 5976.755371
	Iteration 83Q: 3 clusters Score -2.394517e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165097 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -23945196.000000 Penalty: 5976.755371
	Iteration 84Q: 3 clusters Score -2.39452e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165104 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -23945168.000000 Penalty: 5976.755371
	Iteration 85Q: 3 clusters Score -2.394517e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165106 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -23945148.000000 Penalty: 5976.755371
	Iteration 86Q: 3 clusters Score -2.394515e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165108 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -23945182.000000 Penalty: 5976.755371
	Iteration 87Q: 3 clusters Score -2.394518e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165118 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -23945174.000000 Penalty: 5976.755371
	Iteration 88Q: 3 clusters Score -2.394517e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165124 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -23945202.000000 Penalty: 5976.755371
	Iteration 89Q: 3 clusters Score -2.39452e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165130 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -23945184.000000 Penalty: 5976.755371
	Iteration 90Q: 3 clusters Score -2.394518e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165142 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -23945186.000000 Penalty: 5976.755371
	Iteration 91Q: 3 clusters Score -2.394519e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165156 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -23945180.000000 Penalty: 5976.755371
	Iteration 92Q: 3 clusters Score -2.394518e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165169 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -23945178.000000 Penalty: 5976.755371
	Iteration 93Q: 3 clusters Score -2.394518e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165181 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -23945190.000000 Penalty: 5976.755371
	Iteration 94Q: 3 clusters Score -2.394519e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165191 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -23945174.000000 Penalty: 5976.755371
	Iteration 95Q: 3 clusters Score -2.394517e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165203 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -23945168.000000 Penalty: 5976.755371
	Iteration 96Q: 3 clusters Score -2.394517e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165211 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -23945188.000000 Penalty: 5976.755371
	Iteration 97Q: 3 clusters Score -2.394519e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165219 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -23945186.000000 Penalty: 5976.755371
	Iteration 98Q: 3 clusters Score -2.394519e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165229 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -23945180.000000 Penalty: 5976.755371
	Iteration 99Q: 3 clusters Score -2.394518e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165240 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -23945172.000000 Penalty: 5976.755371
	Iteration 100F: 3 clusters Score -2.394517e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165250 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -23945174.000000 Penalty: 5976.755371
	Iteration 101Q: 3 clusters Score -2.394517e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165257 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -23945180.000000 Penalty: 5976.755371
	Iteration 102Q: 3 clusters Score -2.394518e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165265 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -23945174.000000 Penalty: 5976.755371
	Iteration 103Q: 3 clusters Score -2.394517e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165271 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -23945188.000000 Penalty: 5976.755371
	Iteration 104Q: 3 clusters Score -2.394519e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165278 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -23945172.000000 Penalty: 5976.755371
	Iteration 105Q: 3 clusters Score -2.394517e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165287 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -23945158.000000 Penalty: 5976.755371
	Iteration 106Q: 3 clusters Score -2.394516e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165292 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -23945160.000000 Penalty: 5976.755371
	Iteration 107Q: 3 clusters Score -2.394516e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165301 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -23945166.000000 Penalty: 5976.755371
	Iteration 108Q: 3 clusters Score -2.394517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165306 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -23945166.000000 Penalty: 5976.755371
	Iteration 109Q: 3 clusters Score -2.394517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165311 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -23945174.000000 Penalty: 5976.755371
	Iteration 110Q: 3 clusters Score -2.394517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165310 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -23945170.000000 Penalty: 5976.755371
	Iteration 111Q: 3 clusters Score -2.394517e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165313 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -23945192.000000 Penalty: 5976.755371
	Iteration 112Q: 3 clusters Score -2.394519e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165320 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -23945198.000000 Penalty: 5976.755371
	Iteration 113Q: 3 clusters Score -2.39452e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165324 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -23945184.000000 Penalty: 5976.755371
	Iteration 114Q: 3 clusters Score -2.394518e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165330 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -23945170.000000 Penalty: 5976.755371
	Iteration 115Q: 3 clusters Score -2.394517e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165335 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -23945182.000000 Penalty: 5976.755371
	Iteration 116Q: 3 clusters Score -2.394518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165334 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -23945186.000000 Penalty: 5976.755371
	Iteration 117Q: 3 clusters Score -2.394519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165337 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -23945178.000000 Penalty: 5976.755371
	Iteration 118Q: 3 clusters Score -2.394518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165341 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -23945170.000000 Penalty: 5976.755371
	Iteration 119Q: 3 clusters Score -2.394517e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165346 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -23945188.000000 Penalty: 5976.755371
	Iteration 120F: 3 clusters Score -2.394519e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165349 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -23945168.000000 Penalty: 5976.755371
	Iteration 121Q: 3 clusters Score -2.394517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165349 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -23945182.000000 Penalty: 5976.755371
	Iteration 122Q: 3 clusters Score -2.394518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165349 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -23945176.000000 Penalty: 5976.755371
	Iteration 123Q: 3 clusters Score -2.394518e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165351 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -23945182.000000 Penalty: 5976.755371
	Iteration 124Q: 3 clusters Score -2.394518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165354 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -23945176.000000 Penalty: 5976.755371
	Iteration 125Q: 3 clusters Score -2.394518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165352 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -23945176.000000 Penalty: 5976.755371
	Iteration 126Q: 3 clusters Score -2.394518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165353 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -23945176.000000 Penalty: 5976.755371
	Iteration 127Q: 3 clusters Score -2.394518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165355 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -23945176.000000 Penalty: 5976.755371
	Iteration 128Q: 3 clusters Score -2.394518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165357 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -23945182.000000 Penalty: 5976.755371
	Iteration 129Q: 3 clusters Score -2.394518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165360 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -23945172.000000 Penalty: 5976.755371
	Iteration 130Q: 3 clusters Score -2.394517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165361 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -23945174.000000 Penalty: 5976.755371
	Iteration 131Q: 3 clusters Score -2.394517e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165361 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -23945174.000000 Penalty: 5976.755371
	Iteration 132F: 3 clusters Score -2.394517e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Entering Unmasked Estep 
Score: -640721.812500 Penalty: 2094.532715
	Iteration 0F: 2 clusters Score -640721.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -636427.375000 Penalty: 4189.065430
	Iteration 0F: 3 clusters Score -636427.4 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -637363.312500 Penalty: 4189.065430
	Iteration 1F: 3 clusters Score -637363.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -637521.062500 Penalty: 4189.065430
	Iteration 2F: 3 clusters Score -637521.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -637620.937500 Penalty: 4189.065430
	Iteration 3Q: 3 clusters Score -637620.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -637702.312500 Penalty: 4189.065430
	Iteration 4Q: 3 clusters Score -637702.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -637769.250000 Penalty: 4189.065430
	Iteration 5Q: 3 clusters Score -637769.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -637815.000000 Penalty: 4189.065430
	Iteration 6Q: 3 clusters Score -637815 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -637859.062500 Penalty: 4189.065430
	Iteration 7Q: 3 clusters Score -637859.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -637896.500000 Penalty: 4189.065430
	Iteration 8Q: 3 clusters Score -637896.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -637919.875000 Penalty: 4189.065430
	Iteration 9Q: 3 clusters Score -637919.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -637943.312500 Penalty: 4189.065430
	Iteration 10Q: 3 clusters Score -637943.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -637965.250000 Penalty: 4189.065430
	Iteration 11Q: 3 clusters Score -637965.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -637988.875000 Penalty: 4189.065430
	Iteration 12Q: 3 clusters Score -637988.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -638013.250000 Penalty: 4189.065430
	Iteration 13Q: 3 clusters Score -638013.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -638038.312500 Penalty: 4189.065430
	Iteration 14Q: 3 clusters Score -638038.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -638062.437500 Penalty: 4189.065430
	Iteration 15Q: 3 clusters Score -638062.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -638081.812500 Penalty: 4189.065430
	Iteration 16Q: 3 clusters Score -638081.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -638107.750000 Penalty: 4189.065430
	Iteration 17Q: 3 clusters Score -638107.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -638146.250000 Penalty: 4189.065430
	Iteration 18Q: 3 clusters Score -638146.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -638177.562500 Penalty: 4189.065430
	Iteration 19Q: 3 clusters Score -638177.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -638210.437500 Penalty: 4189.065430
	Iteration 20F: 3 clusters Score -638210.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -638246.937500 Penalty: 4189.065430
	Iteration 21Q: 3 clusters Score -638246.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -638272.875000 Penalty: 4189.065430
	Iteration 22Q: 3 clusters Score -638272.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -638295.750000 Penalty: 4189.065430
	Iteration 23Q: 3 clusters Score -638295.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -638321.187500 Penalty: 4189.065430
	Iteration 24Q: 3 clusters Score -638321.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -638346.250000 Penalty: 4189.065430
	Iteration 25Q: 3 clusters Score -638346.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -638370.500000 Penalty: 4189.065430
	Iteration 26Q: 3 clusters Score -638370.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -638399.750000 Penalty: 4189.065430
	Iteration 27Q: 3 clusters Score -638399.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -638427.687500 Penalty: 4189.065430
	Iteration 28Q: 3 clusters Score -638427.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -638453.312500 Penalty: 4189.065430
	Iteration 29Q: 3 clusters Score -638453.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -638479.812500 Penalty: 4189.065430
	Iteration 30Q: 3 clusters Score -638479.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -638509.500000 Penalty: 4189.065430
	Iteration 31Q: 3 clusters Score -638509.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -638539.375000 Penalty: 4189.065430
	Iteration 32Q: 3 clusters Score -638539.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -638571.000000 Penalty: 4189.065430
	Iteration 33Q: 3 clusters Score -638571 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -638602.187500 Penalty: 4189.065430
	Iteration 34Q: 3 clusters Score -638602.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -638645.437500 Penalty: 4189.065430
	Iteration 35Q: 3 clusters Score -638645.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -638668.562500 Penalty: 4189.065430
	Iteration 36Q: 3 clusters Score -638668.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -638683.312500 Penalty: 4189.065430
	Iteration 37Q: 3 clusters Score -638683.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -638697.125000 Penalty: 4189.065430
	Iteration 38Q: 3 clusters Score -638697.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -638714.750000 Penalty: 4189.065430
	Iteration 39Q: 3 clusters Score -638714.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -638738.250000 Penalty: 4189.065430
	Iteration 40F: 3 clusters Score -638738.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -638766.250000 Penalty: 4189.065430
	Iteration 41Q: 3 clusters Score -638766.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -638780.437500 Penalty: 4189.065430
	Iteration 42Q: 3 clusters Score -638780.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -638786.750000 Penalty: 4189.065430
	Iteration 43Q: 3 clusters Score -638786.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -638792.875000 Penalty: 4189.065430
	Iteration 44Q: 3 clusters Score -638792.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -638801.750000 Penalty: 4189.065430
	Iteration 45Q: 3 clusters Score -638801.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -638809.500000 Penalty: 4189.065430
	Iteration 46Q: 3 clusters Score -638809.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -638814.625000 Penalty: 4189.065430
	Iteration 47Q: 3 clusters Score -638814.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -638818.250000 Penalty: 4189.065430
	Iteration 48Q: 3 clusters Score -638818.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -638820.250000 Penalty: 4189.065430
	Iteration 49Q: 3 clusters Score -638820.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -638824.750000 Penalty: 4189.065430
	Iteration 50Q: 3 clusters Score -638824.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -638827.500000 Penalty: 4189.065430
	Iteration 51Q: 3 clusters Score -638827.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -638829.875000 Penalty: 4189.065430
	Iteration 52Q: 3 clusters Score -638829.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -638830.562500 Penalty: 4189.065430
	Iteration 53Q: 3 clusters Score -638830.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -638833.062500 Penalty: 4189.065430
	Iteration 54Q: 3 clusters Score -638833.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -638837.000000 Penalty: 4189.065430
	Iteration 55Q: 3 clusters Score -638837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -638838.125000 Penalty: 4189.065430
	Iteration 56Q: 3 clusters Score -638838.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -638839.750000 Penalty: 4189.065430
	Iteration 57Q: 3 clusters Score -638839.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -638839.812500 Penalty: 4189.065430
	Iteration 58Q: 3 clusters Score -638839.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -638841.187500 Penalty: 4189.065430
	Iteration 59Q: 3 clusters Score -638841.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -638841.187500 Penalty: 4189.065430
	Iteration 60F: 3 clusters Score -638841.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (178662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178662 members 
Entering Unmasked Estep 
Score: -25164018.000000 Penalty: 2999.126221
	Iteration 0F: 2 clusters Score -2.516402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89259 members 
Mstep: Class 2 contains 89403 members 
Entering Unmasked Estep 
Score: -25057378.000000 Penalty: 5998.252441
	Iteration 0F: 3 clusters Score -2.505738e+07 nChanged 85635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87808 members 
Mstep: Class 2 contains 90854 members 
Entering Unmasked Estep 
Score: -25107098.000000 Penalty: 5998.252441
	Iteration 1F: 3 clusters Score -2.51071e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87004 members 
Mstep: Class 2 contains 91658 members 
Entering Unmasked Estep 
Score: -25108168.000000 Penalty: 5998.252441
	Iteration 2Q: 3 clusters Score -2.510817e+07 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85922 members 
Mstep: Class 2 contains 92740 members 
Entering Unmasked Estep 
Score: -25109788.000000 Penalty: 5998.252441
	Iteration 3Q: 3 clusters Score -2.510979e+07 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84492 members 
Mstep: Class 2 contains 94170 members 
Entering Unmasked Estep 
Score: -25111872.000000 Penalty: 5998.252441
	Iteration 4Q: 3 clusters Score -2.511187e+07 nChanged 6936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82854 members 
Mstep: Class 2 contains 95808 members 
Entering Unmasked Estep 
Score: -25114288.000000 Penalty: 5998.252441
	Iteration 5Q: 3 clusters Score -2.511429e+07 nChanged 7771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80963 members 
Mstep: Class 2 contains 97699 members 
Entering Unmasked Estep 
Score: -25117330.000000 Penalty: 5998.252441
	Iteration 6Q: 3 clusters Score -2.511733e+07 nChanged 8791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78828 members 
Mstep: Class 2 contains 99834 members 
Entering Unmasked Estep 
Score: -25121588.000000 Penalty: 5998.252441
	Iteration 7Q: 3 clusters Score -2.512159e+07 nChanged 10022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76772 members 
Mstep: Class 2 contains 101890 members 
Entering Unmasked Estep 
Score: -25127292.000000 Penalty: 5998.252441
	Iteration 8F: 3 clusters Score -2.512729e+07 nChanged 11217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75259 members 
Mstep: Class 2 contains 103403 members 
Entering Unmasked Estep 
Score: -25134856.000000 Penalty: 5998.252441
	Iteration 9F: 3 clusters Score -2.513486e+07 nChanged 11310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74917 members 
Mstep: Class 2 contains 103745 members 
Entering Unmasked Estep 
Score: -25141768.000000 Penalty: 5998.252441
	Iteration 10F: 3 clusters Score -2.514177e+07 nChanged 9241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75480 members 
Mstep: Class 2 contains 103182 members 
Entering Unmasked Estep 
Score: -25145878.000000 Penalty: 5998.252441
	Iteration 11F: 3 clusters Score -2.514588e+07 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76455 members 
Mstep: Class 2 contains 102207 members 
Entering Unmasked Estep 
Score: -25147668.000000 Penalty: 5998.252441
	Iteration 12Q: 3 clusters Score -2.514767e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77532 members 
Mstep: Class 2 contains 101130 members 
Entering Unmasked Estep 
Score: -25148184.000000 Penalty: 5998.252441
	Iteration 13Q: 3 clusters Score -2.514818e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78678 members 
Mstep: Class 2 contains 99984 members 
Entering Unmasked Estep 
Score: -25148316.000000 Penalty: 5998.252441
	Iteration 14Q: 3 clusters Score -2.514832e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79912 members 
Mstep: Class 2 contains 98750 members 
Entering Unmasked Estep 
Score: -25148504.000000 Penalty: 5998.252441
	Iteration 15Q: 3 clusters Score -2.51485e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81175 members 
Mstep: Class 2 contains 97487 members 
Entering Unmasked Estep 
Score: -25148758.000000 Penalty: 5998.252441
	Iteration 16Q: 3 clusters Score -2.514876e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82462 members 
Mstep: Class 2 contains 96200 members 
Entering Unmasked Estep 
Score: -25149006.000000 Penalty: 5998.252441
	Iteration 17Q: 3 clusters Score -2.514901e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83831 members 
Mstep: Class 2 contains 94831 members 
Entering Unmasked Estep 
Score: -25149192.000000 Penalty: 5998.252441
	Iteration 18Q: 3 clusters Score -2.514919e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85303 members 
Mstep: Class 2 contains 93359 members 
Entering Unmasked Estep 
Score: -25149392.000000 Penalty: 5998.252441
	Iteration 19Q: 3 clusters Score -2.514939e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86813 members 
Mstep: Class 2 contains 91849 members 
Entering Unmasked Estep 
Score: -25149700.000000 Penalty: 5998.252441
	Iteration 20F: 3 clusters Score -2.51497e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88438 members 
Mstep: Class 2 contains 90224 members 
Entering Unmasked Estep 
Score: -25150078.000000 Penalty: 5998.252441
	Iteration 21Q: 3 clusters Score -2.515008e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90079 members 
Mstep: Class 2 contains 88583 members 
Entering Unmasked Estep 
Score: -25150394.000000 Penalty: 5998.252441
	Iteration 22Q: 3 clusters Score -2.515039e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91767 members 
Mstep: Class 2 contains 86895 members 
Entering Unmasked Estep 
Score: -25150688.000000 Penalty: 5998.252441
	Iteration 23Q: 3 clusters Score -2.515069e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93392 members 
Mstep: Class 2 contains 85270 members 
Entering Unmasked Estep 
Score: -25151258.000000 Penalty: 5998.252441
	Iteration 24Q: 3 clusters Score -2.515126e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94899 members 
Mstep: Class 2 contains 83763 members 
Entering Unmasked Estep 
Score: -25151798.000000 Penalty: 5998.252441
	Iteration 25Q: 3 clusters Score -2.51518e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96295 members 
Mstep: Class 2 contains 82367 members 
Entering Unmasked Estep 
Score: -25152236.000000 Penalty: 5998.252441
	Iteration 26Q: 3 clusters Score -2.515224e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97576 members 
Mstep: Class 2 contains 81086 members 
Entering Unmasked Estep 
Score: -25152518.000000 Penalty: 5998.252441
	Iteration 27Q: 3 clusters Score -2.515252e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98682 members 
Mstep: Class 2 contains 79980 members 
Entering Unmasked Estep 
Score: -25152912.000000 Penalty: 5998.252441
	Iteration 28Q: 3 clusters Score -2.515291e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99768 members 
Mstep: Class 2 contains 78894 members 
Entering Unmasked Estep 
Score: -25153244.000000 Penalty: 5998.252441
	Iteration 29Q: 3 clusters Score -2.515324e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100708 members 
Mstep: Class 2 contains 77954 members 
Entering Unmasked Estep 
Score: -25153490.000000 Penalty: 5998.252441
	Iteration 30Q: 3 clusters Score -2.515349e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101455 members 
Mstep: Class 2 contains 77207 members 
Entering Unmasked Estep 
Score: -25153676.000000 Penalty: 5998.252441
	Iteration 31Q: 3 clusters Score -2.515368e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102113 members 
Mstep: Class 2 contains 76549 members 
Entering Unmasked Estep 
Score: -25153646.000000 Penalty: 5998.252441
	Iteration 32Q: 3 clusters Score -2.515365e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102610 members 
Mstep: Class 2 contains 76052 members 
Entering Unmasked Estep 
Score: -25153576.000000 Penalty: 5998.252441
	Iteration 33Q: 3 clusters Score -2.515358e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103037 members 
Mstep: Class 2 contains 75625 members 
Entering Unmasked Estep 
Score: -25153570.000000 Penalty: 5998.252441
	Iteration 34Q: 3 clusters Score -2.515357e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103418 members 
Mstep: Class 2 contains 75244 members 
Entering Unmasked Estep 
Score: -25153464.000000 Penalty: 5998.252441
	Iteration 35Q: 3 clusters Score -2.515346e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103750 members 
Mstep: Class 2 contains 74912 members 
Entering Unmasked Estep 
Score: -25153426.000000 Penalty: 5998.252441
	Iteration 36Q: 3 clusters Score -2.515343e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104025 members 
Mstep: Class 2 contains 74637 members 
Entering Unmasked Estep 
Score: -25153398.000000 Penalty: 5998.252441
	Iteration 37Q: 3 clusters Score -2.51534e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104317 members 
Mstep: Class 2 contains 74345 members 
Entering Unmasked Estep 
Score: -25153306.000000 Penalty: 5998.252441
	Iteration 38Q: 3 clusters Score -2.515331e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104555 members 
Mstep: Class 2 contains 74107 members 
Entering Unmasked Estep 
Score: -25153316.000000 Penalty: 5998.252441
	Iteration 39Q: 3 clusters Score -2.515332e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104740 members 
Mstep: Class 2 contains 73922 members 
Entering Unmasked Estep 
Score: -25153248.000000 Penalty: 5998.252441
	Iteration 40F: 3 clusters Score -2.515325e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104899 members 
Mstep: Class 2 contains 73763 members 
Entering Unmasked Estep 
Score: -25153222.000000 Penalty: 5998.252441
	Iteration 41Q: 3 clusters Score -2.515322e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105024 members 
Mstep: Class 2 contains 73638 members 
Entering Unmasked Estep 
Score: -25153214.000000 Penalty: 5998.252441
	Iteration 42Q: 3 clusters Score -2.515321e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105106 members 
Mstep: Class 2 contains 73556 members 
Entering Unmasked Estep 
Score: -25153168.000000 Penalty: 5998.252441
	Iteration 43Q: 3 clusters Score -2.515317e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105145 members 
Mstep: Class 2 contains 73517 members 
Entering Unmasked Estep 
Score: -25153088.000000 Penalty: 5998.252441
	Iteration 44Q: 3 clusters Score -2.515309e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105162 members 
Mstep: Class 2 contains 73500 members 
Entering Unmasked Estep 
Score: -25153080.000000 Penalty: 5998.252441
	Iteration 45Q: 3 clusters Score -2.515308e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105162 members 
Mstep: Class 2 contains 73500 members 
Entering Unmasked Estep 
Score: -25153000.000000 Penalty: 5998.252441
	Iteration 46Q: 3 clusters Score -2.5153e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105172 members 
Mstep: Class 2 contains 73490 members 
Entering Unmasked Estep 
Score: -25152976.000000 Penalty: 5998.252441
	Iteration 47Q: 3 clusters Score -2.515298e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105131 members 
Mstep: Class 2 contains 73531 members 
Entering Unmasked Estep 
Score: -25152910.000000 Penalty: 5998.252441
	Iteration 48Q: 3 clusters Score -2.515291e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105054 members 
Mstep: Class 2 contains 73608 members 
Entering Unmasked Estep 
Score: -25152844.000000 Penalty: 5998.252441
	Iteration 49Q: 3 clusters Score -2.515284e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104979 members 
Mstep: Class 2 contains 73683 members 
Entering Unmasked Estep 
Score: -25152820.000000 Penalty: 5998.252441
	Iteration 50Q: 3 clusters Score -2.515282e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104885 members 
Mstep: Class 2 contains 73777 members 
Entering Unmasked Estep 
Score: -25152768.000000 Penalty: 5998.252441
	Iteration 51Q: 3 clusters Score -2.515277e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104785 members 
Mstep: Class 2 contains 73877 members 
Entering Unmasked Estep 
Score: -25152736.000000 Penalty: 5998.252441
	Iteration 52Q: 3 clusters Score -2.515274e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104699 members 
Mstep: Class 2 contains 73963 members 
Entering Unmasked Estep 
Score: -25152782.000000 Penalty: 5998.252441
	Iteration 53Q: 3 clusters Score -2.515278e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104627 members 
Mstep: Class 2 contains 74035 members 
Entering Unmasked Estep 
Score: -25152790.000000 Penalty: 5998.252441
	Iteration 54Q: 3 clusters Score -2.515279e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104567 members 
Mstep: Class 2 contains 74095 members 
Entering Unmasked Estep 
Score: -25152776.000000 Penalty: 5998.252441
	Iteration 55Q: 3 clusters Score -2.515278e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104504 members 
Mstep: Class 2 contains 74158 members 
Entering Unmasked Estep 
Score: -25152762.000000 Penalty: 5998.252441
	Iteration 56Q: 3 clusters Score -2.515276e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104447 members 
Mstep: Class 2 contains 74215 members 
Entering Unmasked Estep 
Score: -25152708.000000 Penalty: 5998.252441
	Iteration 57Q: 3 clusters Score -2.515271e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104396 members 
Mstep: Class 2 contains 74266 members 
Entering Unmasked Estep 
Score: -25152710.000000 Penalty: 5998.252441
	Iteration 58Q: 3 clusters Score -2.515271e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104331 members 
Mstep: Class 2 contains 74331 members 
Entering Unmasked Estep 
Score: -25152676.000000 Penalty: 5998.252441
	Iteration 59Q: 3 clusters Score -2.515268e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104257 members 
Mstep: Class 2 contains 74405 members 
Entering Unmasked Estep 
Score: -25152642.000000 Penalty: 5998.252441
	Iteration 60F: 3 clusters Score -2.515264e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104178 members 
Mstep: Class 2 contains 74484 members 
Entering Unmasked Estep 
Score: -25152630.000000 Penalty: 5998.252441
	Iteration 61Q: 3 clusters Score -2.515263e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104103 members 
Mstep: Class 2 contains 74559 members 
Entering Unmasked Estep 
Score: -25152604.000000 Penalty: 5998.252441
	Iteration 62Q: 3 clusters Score -2.51526e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104030 members 
Mstep: Class 2 contains 74632 members 
Entering Unmasked Estep 
Score: -25152596.000000 Penalty: 5998.252441
	Iteration 63Q: 3 clusters Score -2.51526e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103955 members 
Mstep: Class 2 contains 74707 members 
Entering Unmasked Estep 
Score: -25152608.000000 Penalty: 5998.252441
	Iteration 64Q: 3 clusters Score -2.515261e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103883 members 
Mstep: Class 2 contains 74779 members 
Entering Unmasked Estep 
Score: -25152590.000000 Penalty: 5998.252441
	Iteration 65Q: 3 clusters Score -2.515259e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103802 members 
Mstep: Class 2 contains 74860 members 
Entering Unmasked Estep 
Score: -25152582.000000 Penalty: 5998.252441
	Iteration 66Q: 3 clusters Score -2.515258e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103712 members 
Mstep: Class 2 contains 74950 members 
Entering Unmasked Estep 
Score: -25152604.000000 Penalty: 5998.252441
	Iteration 67Q: 3 clusters Score -2.51526e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103624 members 
Mstep: Class 2 contains 75038 members 
Entering Unmasked Estep 
Score: -25152574.000000 Penalty: 5998.252441
	Iteration 68Q: 3 clusters Score -2.515257e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103528 members 
Mstep: Class 2 contains 75134 members 
Entering Unmasked Estep 
Score: -25152486.000000 Penalty: 5998.252441
	Iteration 69Q: 3 clusters Score -2.515249e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103436 members 
Mstep: Class 2 contains 75226 members 
Entering Unmasked Estep 
Score: -25152460.000000 Penalty: 5998.252441
	Iteration 70Q: 3 clusters Score -2.515246e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103352 members 
Mstep: Class 2 contains 75310 members 
Entering Unmasked Estep 
Score: -25152454.000000 Penalty: 5998.252441
	Iteration 71Q: 3 clusters Score -2.515245e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103264 members 
Mstep: Class 2 contains 75398 members 
Entering Unmasked Estep 
Score: -25152466.000000 Penalty: 5998.252441
	Iteration 72Q: 3 clusters Score -2.515247e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103177 members 
Mstep: Class 2 contains 75485 members 
Entering Unmasked Estep 
Score: -25152464.000000 Penalty: 5998.252441
	Iteration 73Q: 3 clusters Score -2.515246e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103087 members 
Mstep: Class 2 contains 75575 members 
Entering Unmasked Estep 
Score: -25152480.000000 Penalty: 5998.252441
	Iteration 74Q: 3 clusters Score -2.515248e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103000 members 
Mstep: Class 2 contains 75662 members 
Entering Unmasked Estep 
Score: -25152524.000000 Penalty: 5998.252441
	Iteration 75Q: 3 clusters Score -2.515252e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102908 members 
Mstep: Class 2 contains 75754 members 
Entering Unmasked Estep 
Score: -25152528.000000 Penalty: 5998.252441
	Iteration 76Q: 3 clusters Score -2.515253e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102828 members 
Mstep: Class 2 contains 75834 members 
Entering Unmasked Estep 
Score: -25152534.000000 Penalty: 5998.252441
	Iteration 77Q: 3 clusters Score -2.515253e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102752 members 
Mstep: Class 2 contains 75910 members 
Entering Unmasked Estep 
Score: -25152518.000000 Penalty: 5998.252441
	Iteration 78Q: 3 clusters Score -2.515252e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102673 members 
Mstep: Class 2 contains 75989 members 
Entering Unmasked Estep 
Score: -25152548.000000 Penalty: 5998.252441
	Iteration 79Q: 3 clusters Score -2.515255e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102581 members 
Mstep: Class 2 contains 76081 members 
Entering Unmasked Estep 
Score: -25152530.000000 Penalty: 5998.252441
	Iteration 80F: 3 clusters Score -2.515253e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102492 members 
Mstep: Class 2 contains 76170 members 
Entering Unmasked Estep 
Score: -25152530.000000 Penalty: 5998.252441
	Iteration 81Q: 3 clusters Score -2.515253e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102401 members 
Mstep: Class 2 contains 76261 members 
Entering Unmasked Estep 
Score: -25152534.000000 Penalty: 5998.252441
	Iteration 82Q: 3 clusters Score -2.515253e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102297 members 
Mstep: Class 2 contains 76365 members 
Entering Unmasked Estep 
Score: -25152514.000000 Penalty: 5998.252441
	Iteration 83Q: 3 clusters Score -2.515251e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102199 members 
Mstep: Class 2 contains 76463 members 
Entering Unmasked Estep 
Score: -25152534.000000 Penalty: 5998.252441
	Iteration 84Q: 3 clusters Score -2.515253e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102109 members 
Mstep: Class 2 contains 76553 members 
Entering Unmasked Estep 
Score: -25152524.000000 Penalty: 5998.252441
	Iteration 85Q: 3 clusters Score -2.515252e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102002 members 
Mstep: Class 2 contains 76660 members 
Entering Unmasked Estep 
Score: -25152542.000000 Penalty: 5998.252441
	Iteration 86Q: 3 clusters Score -2.515254e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101895 members 
Mstep: Class 2 contains 76767 members 
Entering Unmasked Estep 
Score: -25152528.000000 Penalty: 5998.252441
	Iteration 87Q: 3 clusters Score -2.515253e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101799 members 
Mstep: Class 2 contains 76863 members 
Entering Unmasked Estep 
Score: -25152526.000000 Penalty: 5998.252441
	Iteration 88Q: 3 clusters Score -2.515253e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101690 members 
Mstep: Class 2 contains 76972 members 
Entering Unmasked Estep 
Score: -25152556.000000 Penalty: 5998.252441
	Iteration 89Q: 3 clusters Score -2.515256e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101579 members 
Mstep: Class 2 contains 77083 members 
Entering Unmasked Estep 
Score: -25152540.000000 Penalty: 5998.252441
	Iteration 90Q: 3 clusters Score -2.515254e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101463 members 
Mstep: Class 2 contains 77199 members 
Entering Unmasked Estep 
Score: -25152532.000000 Penalty: 5998.252441
	Iteration 91Q: 3 clusters Score -2.515253e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101321 members 
Mstep: Class 2 contains 77341 members 
Entering Unmasked Estep 
Score: -25152544.000000 Penalty: 5998.252441
	Iteration 92Q: 3 clusters Score -2.515254e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101187 members 
Mstep: Class 2 contains 77475 members 
Entering Unmasked Estep 
Score: -25152554.000000 Penalty: 5998.252441
	Iteration 93Q: 3 clusters Score -2.515255e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101046 members 
Mstep: Class 2 contains 77616 members 
Entering Unmasked Estep 
Score: -25152550.000000 Penalty: 5998.252441
	Iteration 94Q: 3 clusters Score -2.515255e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100907 members 
Mstep: Class 2 contains 77755 members 
Entering Unmasked Estep 
Score: -25152550.000000 Penalty: 5998.252441
	Iteration 95Q: 3 clusters Score -2.515255e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100780 members 
Mstep: Class 2 contains 77882 members 
Entering Unmasked Estep 
Score: -25152564.000000 Penalty: 5998.252441
	Iteration 96Q: 3 clusters Score -2.515256e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100649 members 
Mstep: Class 2 contains 78013 members 
Entering Unmasked Estep 
Score: -25152606.000000 Penalty: 5998.252441
	Iteration 97Q: 3 clusters Score -2.515261e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100495 members 
Mstep: Class 2 contains 78167 members 
Entering Unmasked Estep 
Score: -25152610.000000 Penalty: 5998.252441
	Iteration 98Q: 3 clusters Score -2.515261e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100339 members 
Mstep: Class 2 contains 78323 members 
Entering Unmasked Estep 
Score: -25152620.000000 Penalty: 5998.252441
	Iteration 99Q: 3 clusters Score -2.515262e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100175 members 
Mstep: Class 2 contains 78487 members 
Entering Unmasked Estep 
Score: -25152592.000000 Penalty: 5998.252441
	Iteration 100F: 3 clusters Score -2.515259e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100008 members 
Mstep: Class 2 contains 78654 members 
Entering Unmasked Estep 
Score: -25152618.000000 Penalty: 5998.252441
	Iteration 101Q: 3 clusters Score -2.515262e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99865 members 
Mstep: Class 2 contains 78797 members 
Entering Unmasked Estep 
Score: -25152604.000000 Penalty: 5998.252441
	Iteration 102Q: 3 clusters Score -2.51526e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99720 members 
Mstep: Class 2 contains 78942 members 
Entering Unmasked Estep 
Score: -25152644.000000 Penalty: 5998.252441
	Iteration 103Q: 3 clusters Score -2.515264e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99575 members 
Mstep: Class 2 contains 79087 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2.515266e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99428 members 
Mstep: Class 2 contains 79234 members 
Entering Unmasked Estep 
Score: -25152654.000000 Penalty: 5998.252441
	Iteration 105Q: 3 clusters Score -2.515265e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99311 members 
Mstep: Class 2 contains 79351 members 
Entering Unmasked Estep 
Score: -25152622.000000 Penalty: 5998.252441
	Iteration 106Q: 3 clusters Score -2.515262e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99191 members 
Mstep: Class 2 contains 79471 members 
Entering Unmasked Estep 
Score: -25152678.000000 Penalty: 5998.252441
	Iteration 107Q: 3 clusters Score -2.515268e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99048 members 
Mstep: Class 2 contains 79614 members 
Entering Unmasked Estep 
Score: -25152704.000000 Penalty: 5998.252441
	Iteration 108Q: 3 clusters Score -2.51527e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98920 members 
Mstep: Class 2 contains 79742 members 
Entering Unmasked Estep 
Score: -25152702.000000 Penalty: 5998.252441
	Iteration 109Q: 3 clusters Score -2.51527e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98796 members 
Mstep: Class 2 contains 79866 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2.515266e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98660 members 
Mstep: Class 2 contains 80002 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2.51527e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98511 members 
Mstep: Class 2 contains 80151 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2.515268e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98385 members 
Mstep: Class 2 contains 80277 members 
Entering Unmasked Estep 
Score: -25152660.000000 Penalty: 5998.252441
	Iteration 113Q: 3 clusters Score -2.515266e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98261 members 
Mstep: Class 2 contains 80401 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2.515266e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98125 members 
Mstep: Class 2 contains 80537 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2.515266e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97981 members 
Mstep: Class 2 contains 80681 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2.51527e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97825 members 
Mstep: Class 2 contains 80837 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2.515266e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97678 members 
Mstep: Class 2 contains 80984 members 
Entering Unmasked Estep 
Score: -25152620.000000 Penalty: 5998.252441
	Iteration 118Q: 3 clusters Score -2.515262e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97504 members 
Mstep: Class 2 contains 81158 members 
Entering Unmasked Estep 
Score: -25152626.000000 Penalty: 5998.252441
	Iteration 119Q: 3 clusters Score -2.515263e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97327 members 
Mstep: Class 2 contains 81335 members 
Entering Unmasked Estep 
Score: -25152640.000000 Penalty: 5998.252441
	Iteration 120F: 3 clusters Score -2.515264e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97174 members 
Mstep: Class 2 contains 81488 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2.515267e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97039 members 
Mstep: Class 2 contains 81623 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2.515259e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96895 members 
Mstep: Class 2 contains 81767 members 
Entering Unmasked Estep 
Score: -25152578.000000 Penalty: 5998.252441
	Iteration 123Q: 3 clusters Score -2.515258e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96769 members 
Mstep: Class 2 contains 81893 members 
Entering Unmasked Estep 
Score: -25152554.000000 Penalty: 5998.252441
	Iteration 124Q: 3 clusters Score -2.515255e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96641 members 
Mstep: Class 2 contains 82021 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2.515258e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96507 members 
Mstep: Class 2 contains 82155 members 
Entering Unmasked Estep 
Score: -25152576.000000 Penalty: 5998.252441
	Iteration 126Q: 3 clusters Score -2.515258e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96389 members 
Mstep: Class 2 contains 82273 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2.515257e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96250 members 
Mstep: Class 2 contains 82412 members 
Entering Unmasked Estep 
Score: -25152546.000000 Penalty: 5998.252441
	Iteration 128Q: 3 clusters Score -2.515255e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96136 members 
Mstep: Class 2 contains 82526 members 
Entering Unmasked Estep 
Score: -25152542.000000 Penalty: 5998.252441
	Iteration 129Q: 3 clusters Score -2.515254e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96024 members 
Mstep: Class 2 contains 82638 members 
Entering Unmasked Estep 
Score: -25152548.000000 Penalty: 5998.252441
	Iteration 130Q: 3 clusters Score -2.515255e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95905 members 
Mstep: Class 2 contains 82757 members 
Entering Unmasked Estep 
Score: -25152568.000000 Penalty: 5998.252441
	Iteration 131Q: 3 clusters Score -2.515257e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95793 members 
Mstep: Class 2 contains 82869 members 
Entering Unmasked Estep 
Score: -25152604.000000 Penalty: 5998.252441
	Iteration 132Q: 3 clusters Score -2.51526e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95677 members 
Mstep: Class 2 contains 82985 members 
Entering Unmasked Estep 
Score: -25152608.000000 Penalty: 5998.252441
	Iteration 133Q: 3 clusters Score -2.515261e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95555 members 
Mstep: Class 2 contains 83107 members 
Entering Unmasked Estep 
Score: -25152588.000000 Penalty: 5998.252441
	Iteration 134Q: 3 clusters Score -2.515259e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95446 members 
Mstep: Class 2 contains 83216 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2.515259e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95365 members 
Mstep: Class 2 contains 83297 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2.515265e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95295 members 
Mstep: Class 2 contains 83367 members 
Entering Unmasked Estep 
Score: -25152652.000000 Penalty: 5998.252441
	Iteration 137Q: 3 clusters Score -2.515265e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95232 members 
Mstep: Class 2 contains 83430 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2.515265e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95184 members 
Mstep: Class 2 contains 83478 members 
Entering Unmasked Estep 
Score: -25152612.000000 Penalty: 5998.252441
	Iteration 139Q: 3 clusters Score -2.515261e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95132 members 
Mstep: Class 2 contains 83530 members 
Entering Unmasked Estep 
Score: -25152658.000000 Penalty: 5998.252441
	Iteration 140F: 3 clusters Score -2.515266e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95089 members 
Mstep: Class 2 contains 83573 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2.515265e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95059 members 
Mstep: Class 2 contains 83603 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2.515267e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95044 members 
Mstep: Class 2 contains 83618 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2.515269e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95037 members 
Mstep: Class 2 contains 83625 members 
Entering Unmasked Estep 
Score: -25152684.000000 Penalty: 5998.252441
	Iteration 144Q: 3 clusters Score -2.515268e+07 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95030 members 
Mstep: Class 2 contains 83632 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2.515271e+07 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95030 members 
Mstep: Class 2 contains 83632 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2.51527e+07 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95030 members 
Mstep: Class 2 contains 83632 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2.515267e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95022 members 
Mstep: Class 2 contains 83640 members 
Entering Unmasked Estep 
Score: -25152672.000000 Penalty: 5998.252441
	Iteration 148Q: 3 clusters Score -2.515267e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95031 members 
Mstep: Class 2 contains 83631 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2.515269e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95041 members 
Mstep: Class 2 contains 83621 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2.515268e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95066 members 
Mstep: Class 2 contains 83596 members 
Entering Unmasked Estep 
Score: -25152734.000000 Penalty: 5998.252441
	Iteration 151Q: 3 clusters Score -2.515273e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95070 members 
Mstep: Class 2 contains 83592 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2.515273e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95069 members 
Mstep: Class 2 contains 83593 members 
Entering Unmasked Estep 
Score: -25152724.000000 Penalty: 5998.252441
	Iteration 153Q: 3 clusters Score -2.515272e+07 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95067 members 
Mstep: Class 2 contains 83595 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2.515275e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95071 members 
Mstep: Class 2 contains 83591 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2.515276e+07 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95074 members 
Mstep: Class 2 contains 83588 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2.515276e+07 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95079 members 
Mstep: Class 2 contains 83583 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2.515274e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95079 members 
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2.515277e+07 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95075 members 
Mstep: Class 2 contains 83587 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2.515275e+07 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95074 members 
Mstep: Class 2 contains 83588 members 
Entering Unmasked Estep 
Score: -25152736.000000 Penalty: 5998.252441
	Iteration 160F: 3 clusters Score -2.515274e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95078 members 
Mstep: Class 2 contains 83584 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2.515274e+07 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95075 members 
Mstep: Class 2 contains 83587 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2.515271e+07 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95070 members 
Mstep: Class 2 contains 83592 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2.515269e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95066 members 
Mstep: Class 2 contains 83596 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2.51527e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95071 members 
Mstep: Class 2 contains 83591 members 
Entering Unmasked Estep 
Score: -25152716.000000 Penalty: 5998.252441
	Iteration 165Q: 3 clusters Score -2.515272e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95075 members 
Mstep: Class 2 contains 83587 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2.515272e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95075 members 
Mstep: Class 2 contains 83587 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2.515271e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95083 members 
Mstep: Class 2 contains 83579 members 
Entering Unmasked Estep 
Score: -25152686.000000 Penalty: 5998.252441
	Iteration 168Q: 3 clusters Score -2.515269e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95088 members 
Mstep: Class 2 contains 83574 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2.515267e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95080 members 
Mstep: Class 2 contains 83582 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2.515271e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95077 members 
Mstep: Class 2 contains 83585 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2.515268e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95069 members 
Mstep: Class 2 contains 83593 members 
Entering Unmasked Estep 
Score: -25152674.000000 Penalty: 5998.252441
	Iteration 172Q: 3 clusters Score -2.515267e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95063 members 
Mstep: Class 2 contains 83599 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2.515269e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95062 members 
Mstep: Class 2 contains 83600 members 
Entering Unmasked Estep 
Score: -25152682.000000 Penalty: 5998.252441
	Iteration 174Q: 3 clusters Score -2.515268e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95061 members 
Mstep: Class 2 contains 83601 members 
Entering Unmasked Estep 
Score: -25152680.000000 Penalty: 5998.252441
	Iteration 175Q: 3 clusters Score -2.515268e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95068 members 
Mstep: Class 2 contains 83594 members 
Entering Unmasked Estep 
Score: -25152676.000000 Penalty: 5998.252441
	Iteration 176Q: 3 clusters Score -2.515268e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95073 members 
Mstep: Class 2 contains 83589 members 
Entering Unmasked Estep 
Score: -25152688.000000 Penalty: 5998.252441
	Iteration 177Q: 3 clusters Score -2.515269e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95078 members 
Mstep: Class 2 contains 83584 members 
Entering Unmasked Estep 
Score: -25152692.000000 Penalty: 5998.252441
	Iteration 178Q: 3 clusters Score -2.515269e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95077 members 
Mstep: Class 2 contains 83585 members 
Entering Unmasked Estep 
Score: -25152684.000000 Penalty: 5998.252441
	Iteration 179Q: 3 clusters Score -2.515268e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95080 members 
Mstep: Class 2 contains 83582 members 
Entering Unmasked Estep 
Score: -25152664.000000 Penalty: 5998.252441
	Iteration 180F: 3 clusters Score -2.515266e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95078 members 
Mstep: Class 2 contains 83584 members 
Entering Unmasked Estep 
Score: -25152668.000000 Penalty: 5998.252441
	Iteration 181Q: 3 clusters Score -2.515267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95075 members 
Mstep: Class 2 contains 83587 members 
Entering Unmasked Estep 
Score: -25152678.000000 Penalty: 5998.252441
	Iteration 182Q: 3 clusters Score -2.515268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95075 members 
Mstep: Class 2 contains 83587 members 
Entering Unmasked Estep 
Score: -25152680.000000 Penalty: 5998.252441
	Iteration 183Q: 3 clusters Score -2.515268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95075 members 
Mstep: Class 2 contains 83587 members 
Entering Unmasked Estep 
Score: -25152686.000000 Penalty: 5998.252441
	Iteration 184Q: 3 clusters Score -2.515269e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95073 members 
Mstep: Class 2 contains 83589 members 
Entering Unmasked Estep 
Score: -25152698.000000 Penalty: 5998.252441
	Iteration 185Q: 3 clusters Score -2.51527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95075 members 
Mstep: Class 2 contains 83587 members 
Entering Unmasked Estep 
Score: -25152694.000000 Penalty: 5998.252441
	Iteration 186Q: 3 clusters Score -2.515269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95073 members 
Mstep: Class 2 contains 83589 members 
Entering Unmasked Estep 
Score: -25152702.000000 Penalty: 5998.252441
	Iteration 187Q: 3 clusters Score -2.51527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95075 members 
Mstep: Class 2 contains 83587 members 
Entering Unmasked Estep 
Score: -25152696.000000 Penalty: 5998.252441
	Iteration 188Q: 3 clusters Score -2.51527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95079 members 
Mstep: Class 2 contains 83583 members 
Entering Unmasked Estep 
Score: -25152706.000000 Penalty: 5998.252441
	Iteration 189Q: 3 clusters Score -2.515271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95080 members 
Mstep: Class 2 contains 83582 members 
Entering Unmasked Estep 
Score: -25152702.000000 Penalty: 5998.252441
	Iteration 190Q: 3 clusters Score -2.51527e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95081 members 
Mstep: Class 2 contains 83581 members 
Entering Unmasked Estep 
Score: -25152712.000000 Penalty: 5998.252441
	Iteration 191Q: 3 clusters Score -2.515271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95081 members 
Mstep: Class 2 contains 83581 members 
Entering Unmasked Estep 
Score: -25152696.000000 Penalty: 5998.252441
	Iteration 192Q: 3 clusters Score -2.51527e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95081 members 
Mstep: Class 2 contains 83581 members 
Entering Unmasked Estep 
Score: -25152696.000000 Penalty: 5998.252441
	Iteration 193F: 3 clusters Score -2.51527e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -81267.898438 Penalty: 1583.946045
	Iteration 0F: 2 clusters Score -81267.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -79633.664062 Penalty: 3167.892090
	Iteration 0F: 3 clusters Score -79633.66 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -79814.132812 Penalty: 3167.892090
	Iteration 1F: 3 clusters Score -79814.13 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -79872.406250 Penalty: 3167.892090
	Iteration 2Q: 3 clusters Score -79872.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -79899.437500 Penalty: 3167.892090
	Iteration 3Q: 3 clusters Score -79899.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -79920.062500 Penalty: 3167.892090
	Iteration 4Q: 3 clusters Score -79920.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -79927.093750 Penalty: 3167.892090
	Iteration 5Q: 3 clusters Score -79927.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -79935.000000 Penalty: 3167.892090
	Iteration 6Q: 3 clusters Score -79935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -79935.000000 Penalty: 3167.892090
	Iteration 7F: 3 clusters Score -79935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Entering Unmasked Estep 
Score: -450704.250000 Penalty: 2010.116333
	Iteration 0F: 2 clusters Score -450704.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -447186.093750 Penalty: 4020.232666
	Iteration 0F: 3 clusters Score -447186.1 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -447952.750000 Penalty: 4020.232666
	Iteration 1F: 3 clusters Score -447952.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -448118.906250 Penalty: 4020.232666
	Iteration 2F: 3 clusters Score -448118.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -448204.562500 Penalty: 4020.232666
	Iteration 3Q: 3 clusters Score -448204.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -448254.375000 Penalty: 4020.232666
	Iteration 4Q: 3 clusters Score -448254.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -448293.406250 Penalty: 4020.232666
	Iteration 5Q: 3 clusters Score -448293.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -448325.031250 Penalty: 4020.232666
	Iteration 6Q: 3 clusters Score -448325 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -448349.062500 Penalty: 4020.232666
	Iteration 7Q: 3 clusters Score -448349.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -448364.218750 Penalty: 4020.232666
	Iteration 8Q: 3 clusters Score -448364.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -448380.437500 Penalty: 4020.232666
	Iteration 9Q: 3 clusters Score -448380.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -448396.531250 Penalty: 4020.232666
	Iteration 10Q: 3 clusters Score -448396.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -448410.625000 Penalty: 4020.232666
	Iteration 11Q: 3 clusters Score -448410.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -448422.593750 Penalty: 4020.232666
	Iteration 12Q: 3 clusters Score -448422.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -448434.718750 Penalty: 4020.232666
	Iteration 13Q: 3 clusters Score -448434.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -448442.250000 Penalty: 4020.232666
	Iteration 14Q: 3 clusters Score -448442.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -448445.687500 Penalty: 4020.232666
	Iteration 15Q: 3 clusters Score -448445.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -448448.218750 Penalty: 4020.232666
	Iteration 16Q: 3 clusters Score -448448.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -448451.562500 Penalty: 4020.232666
	Iteration 17Q: 3 clusters Score -448451.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -448454.500000 Penalty: 4020.232666
	Iteration 18Q: 3 clusters Score -448454.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -448458.312500 Penalty: 4020.232666
	Iteration 19Q: 3 clusters Score -448458.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -448461.156250 Penalty: 4020.232666
	Iteration 20F: 3 clusters Score -448461.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -448465.468750 Penalty: 4020.232666
	Iteration 21Q: 3 clusters Score -448465.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -448470.281250 Penalty: 4020.232666
	Iteration 22Q: 3 clusters Score -448470.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -448473.812500 Penalty: 4020.232666
	Iteration 23Q: 3 clusters Score -448473.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -448475.906250 Penalty: 4020.232666
	Iteration 24Q: 3 clusters Score -448475.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -448478.656250 Penalty: 4020.232666
	Iteration 25Q: 3 clusters Score -448478.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -448482.156250 Penalty: 4020.232666
	Iteration 26Q: 3 clusters Score -448482.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -448489.375000 Penalty: 4020.232666
	Iteration 27Q: 3 clusters Score -448489.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -448496.468750 Penalty: 4020.232666
	Iteration 28Q: 3 clusters Score -448496.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -448503.937500 Penalty: 4020.232666
	Iteration 29Q: 3 clusters Score -448503.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -448511.156250 Penalty: 4020.232666
	Iteration 30Q: 3 clusters Score -448511.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -448519.781250 Penalty: 4020.232666
	Iteration 31Q: 3 clusters Score -448519.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -448526.281250 Penalty: 4020.232666
	Iteration 32Q: 3 clusters Score -448526.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -448533.625000 Penalty: 4020.232666
	Iteration 33Q: 3 clusters Score -448533.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -448545.531250 Penalty: 4020.232666
	Iteration 34Q: 3 clusters Score -448545.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -448555.843750 Penalty: 4020.232666
	Iteration 35Q: 3 clusters Score -448555.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -448569.093750 Penalty: 4020.232666
	Iteration 36Q: 3 clusters Score -448569.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -448578.843750 Penalty: 4020.232666
	Iteration 37Q: 3 clusters Score -448578.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -448587.343750 Penalty: 4020.232666
	Iteration 38Q: 3 clusters Score -448587.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -448597.718750 Penalty: 4020.232666
	Iteration 39Q: 3 clusters Score -448597.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -448607.312500 Penalty: 4020.232666
	Iteration 40F: 3 clusters Score -448607.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -448613.593750 Penalty: 4020.232666
	Iteration 41Q: 3 clusters Score -448613.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -448621.125000 Penalty: 4020.232666
	Iteration 42Q: 3 clusters Score -448621.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -448628.906250 Penalty: 4020.232666
	Iteration 43Q: 3 clusters Score -448628.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -448639.156250 Penalty: 4020.232666
	Iteration 44Q: 3 clusters Score -448639.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -448651.250000 Penalty: 4020.232666
	Iteration 45Q: 3 clusters Score -448651.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -448663.031250 Penalty: 4020.232666
	Iteration 46Q: 3 clusters Score -448663 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -448673.906250 Penalty: 4020.232666
	Iteration 47Q: 3 clusters Score -448673.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -448686.593750 Penalty: 4020.232666
	Iteration 48Q: 3 clusters Score -448686.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -448698.218750 Penalty: 4020.232666
	Iteration 49Q: 3 clusters Score -448698.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -448708.187500 Penalty: 4020.232666
	Iteration 50Q: 3 clusters Score -448708.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -448719.125000 Penalty: 4020.232666
	Iteration 51Q: 3 clusters Score -448719.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -448725.843750 Penalty: 4020.232666
	Iteration 52Q: 3 clusters Score -448725.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -448738.812500 Penalty: 4020.232666
	Iteration 53Q: 3 clusters Score -448738.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -448754.437500 Penalty: 4020.232666
	Iteration 54Q: 3 clusters Score -448754.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -448776.562500 Penalty: 4020.232666
	Iteration 55Q: 3 clusters Score -448776.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -448812.312500 Penalty: 4020.232666
	Iteration 56Q: 3 clusters Score -448812.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -448853.750000 Penalty: 4020.232666
	Iteration 57Q: 3 clusters Score -448853.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -448895.437500 Penalty: 4020.232666
	Iteration 58Q: 3 clusters Score -448895.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -448933.781250 Penalty: 4020.232666
	Iteration 59Q: 3 clusters Score -448933.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -448967.843750 Penalty: 4020.232666
	Iteration 60F: 3 clusters Score -448967.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -449007.093750 Penalty: 4020.232666
	Iteration 61Q: 3 clusters Score -449007.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -449045.468750 Penalty: 4020.232666
	Iteration 62Q: 3 clusters Score -449045.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -449106.093750 Penalty: 4020.232666
	Iteration 63Q: 3 clusters Score -449106.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -449166.125000 Penalty: 4020.232666
	Iteration 64Q: 3 clusters Score -449166.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -449210.468750 Penalty: 4020.232666
	Iteration 65Q: 3 clusters Score -449210.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -449257.562500 Penalty: 4020.232666
	Iteration 66Q: 3 clusters Score -449257.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -449300.125000 Penalty: 4020.232666
	Iteration 67Q: 3 clusters Score -449300.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -449323.562500 Penalty: 4020.232666
	Iteration 68Q: 3 clusters Score -449323.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -449340.218750 Penalty: 4020.232666
	Iteration 69Q: 3 clusters Score -449340.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -449365.593750 Penalty: 4020.232666
	Iteration 70Q: 3 clusters Score -449365.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -449385.375000 Penalty: 4020.232666
	Iteration 71Q: 3 clusters Score -449385.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -449401.281250 Penalty: 4020.232666
	Iteration 72Q: 3 clusters Score -449401.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -449416.250000 Penalty: 4020.232666
	Iteration 73Q: 3 clusters Score -449416.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -449427.500000 Penalty: 4020.232666
	Iteration 74Q: 3 clusters Score -449427.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -449439.062500 Penalty: 4020.232666
	Iteration 75Q: 3 clusters Score -449439.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -449447.500000 Penalty: 4020.232666
	Iteration 76Q: 3 clusters Score -449447.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -449456.718750 Penalty: 4020.232666
	Iteration 77Q: 3 clusters Score -449456.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -449467.843750 Penalty: 4020.232666
	Iteration 78Q: 3 clusters Score -449467.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -449474.156250 Penalty: 4020.232666
	Iteration 79Q: 3 clusters Score -449474.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -449480.437500 Penalty: 4020.232666
	Iteration 80F: 3 clusters Score -449480.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -449489.250000 Penalty: 4020.232666
	Iteration 81Q: 3 clusters Score -449489.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -449494.750000 Penalty: 4020.232666
	Iteration 82Q: 3 clusters Score -449494.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -449498.875000 Penalty: 4020.232666
	Iteration 83Q: 3 clusters Score -449498.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -449504.218750 Penalty: 4020.232666
	Iteration 84Q: 3 clusters Score -449504.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -449507.000000 Penalty: 4020.232666
	Iteration 85Q: 3 clusters Score -449507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -449507.187500 Penalty: 4020.232666
	Iteration 86Q: 3 clusters Score -449507.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -449507.187500 Penalty: 4020.232666
	Iteration 87F: 3 clusters Score -449507.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 67331 members 
Mstep: Class 3 contains 618 members 
Mstep: Class 5 contains 491 members 
Mstep: Class 6 contains 3842 members 
Mstep: Class 7 contains 27811 members 
Mstep: Class 8 contains 162583 members 
Mstep: Class 10 contains 170577 members 
Mstep: Class 11 contains 7234 members 
Mstep: Class 12 contains 130021 members 
Mstep: Class 13 contains 17169 members 
Mstep: Class 14 contains 9733 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 171084 members 
Mstep: Class 17 contains 4655 members 
Mstep: Class 18 contains 178662 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132653720.000000 Penalty: 75160.835938
Iteration 79Q: 23 clusters Score -1.326537e+08 nChanged 7510
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 67316 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 802 members 
Mstep: Class 5 contains 645 members 
Mstep: Class 6 contains 3841 members 
Mstep: Class 7 contains 27843 members 
Mstep: Class 8 contains 162494 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 170702 members 
Mstep: Class 11 contains 7225 members 
Mstep: Class 12 contains 129947 members 
Mstep: Class 13 contains 17180 members 
Mstep: Class 14 contains 10325 members 
Mstep: Class 15 contains 940 members 
Mstep: Class 16 contains 170570 members 
Mstep: Class 17 contains 4636 members 
Mstep: Class 18 contains 178597 members 
Mstep: Class 19 contains 1435 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3303 members 
Mstep: Class 22 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2768.760986 but Gain 3416.398438
Score: -132655288.000000 Penalty: 71744.437500
Iteration 80F: 22 clusters Score -1.326553e+08 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 67318 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 807 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 27866 members 
Mstep: Class 8 contains 162757 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 171102 members 
Mstep: Class 11 contains 7226 members 
Mstep: Class 12 contains 129898 members 
Mstep: Class 13 contains 17188 members 
Mstep: Class 14 contains 10752 members 
Mstep: Class 15 contains 937 members 
Mstep: Class 16 contains 169787 members 
Mstep: Class 17 contains 4626 members 
Mstep: Class 18 contains 178672 members 
Mstep: Class 19 contains 1759 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3305 members 
Mstep: Class 22 contains 283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132657144.000000 Penalty: 71744.437500
Iteration 81Q: 22 clusters Score -1.326571e+08 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 67309 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 809 members 
Mstep: Class 6 contains 3843 members 
Mstep: Class 7 contains 27897 members 
Mstep: Class 8 contains 163024 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 171719 members 
Mstep: Class 11 contains 7210 members 
Mstep: Class 12 contains 129854 members 
Mstep: Class 13 contains 17192 members 
Mstep: Class 14 contains 11100 members 
Mstep: Class 15 contains 937 members 
Mstep: Class 16 contains 168471 members 
Mstep: Class 17 contains 4613 members 
Mstep: Class 18 contains 178699 members 
Mstep: Class 19 contains 1908 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3294 members 
Mstep: Class 22 contains 285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132657472.000000 Penalty: 71744.437500
Iteration 82Q: 22 clusters Score -1.326575e+08 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 67308 members 
Mstep: Class 3 contains 616 members 
Mstep: Class 4 contains 811 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 27921 members 
Mstep: Class 8 contains 163381 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 172543 members 
Mstep: Class 11 contains 7200 members 
Mstep: Class 12 contains 129832 members 
Mstep: Class 13 contains 17193 members 
Mstep: Class 14 contains 11381 members 
Mstep: Class 15 contains 937 members 
Mstep: Class 16 contains 166932 members 
Mstep: Class 17 contains 4596 members 
Mstep: Class 18 contains 178743 members 
Mstep: Class 19 contains 1988 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3290 members 
Mstep: Class 22 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132657440.000000 Penalty: 71744.437500
Iteration 83Q: 22 clusters Score -1.326574e+08 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 67311 members 
Mstep: Class 3 contains 613 members 
Mstep: Class 4 contains 802 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 27973 members 
Mstep: Class 8 contains 163802 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 173472 members 
Mstep: Class 11 contains 7191 members 
Mstep: Class 12 contains 129803 members 
Mstep: Class 13 contains 17192 members 
Mstep: Class 14 contains 11598 members 
Mstep: Class 15 contains 938 members 
Mstep: Class 16 contains 165252 members 
Mstep: Class 17 contains 4592 members 
Mstep: Class 18 contains 178817 members 
Mstep: Class 19 contains 2026 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3283 members 
Mstep: Class 22 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132657336.000000 Penalty: 71744.437500
Iteration 84Q: 22 clusters Score -1.326573e+08 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 67313 members 
Mstep: Class 3 contains 606 members 
Mstep: Class 4 contains 783 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 28032 members 
Mstep: Class 8 contains 164195 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 174358 members 
Mstep: Class 11 contains 7187 members 
Mstep: Class 12 contains 129732 members 
Mstep: Class 13 contains 17195 members 
Mstep: Class 14 contains 11765 members 
Mstep: Class 15 contains 942 members 
Mstep: Class 16 contains 163763 members 
Mstep: Class 17 contains 4592 members 
Mstep: Class 18 contains 178843 members 
Mstep: Class 19 contains 2060 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3281 members 
Mstep: Class 22 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132657544.000000 Penalty: 71744.437500
Iteration 85Q: 22 clusters Score -1.326575e+08 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 67318 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 787 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 28110 members 
Mstep: Class 8 contains 164560 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 175188 members 
Mstep: Class 11 contains 7183 members 
Mstep: Class 12 contains 129672 members 
Mstep: Class 13 contains 17185 members 
Mstep: Class 14 contains 11917 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 162367 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 178869 members 
Mstep: Class 19 contains 2070 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3279 members 
Mstep: Class 22 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132658880.000000 Penalty: 71744.437500
Iteration 86Q: 22 clusters Score -1.326589e+08 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 67328 members 
Mstep: Class 3 contains 568 members 
Mstep: Class 4 contains 810 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 28194 members 
Mstep: Class 8 contains 164874 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 175965 members 
Mstep: Class 11 contains 7182 members 
Mstep: Class 12 contains 129627 members 
Mstep: Class 13 contains 17174 members 
Mstep: Class 14 contains 12062 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 161074 members 
Mstep: Class 17 contains 4607 members 
Mstep: Class 18 contains 178874 members 
Mstep: Class 19 contains 2079 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3280 members 
Mstep: Class 22 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132658728.000000 Penalty: 71744.437500
Iteration 87Q: 22 clusters Score -1.326587e+08 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 67319 members 
Mstep: Class 3 contains 556 members 
Mstep: Class 4 contains 822 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 28285 members 
Mstep: Class 8 contains 165207 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 176737 members 
Mstep: Class 11 contains 7186 members 
Mstep: Class 12 contains 129650 members 
Mstep: Class 13 contains 17164 members 
Mstep: Class 14 contains 12204 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 159730 members 
Mstep: Class 17 contains 4598 members 
Mstep: Class 18 contains 178872 members 
Mstep: Class 19 contains 2084 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3283 members 
Mstep: Class 22 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132658344.000000 Penalty: 71744.437500
Iteration 88Q: 22 clusters Score -1.326583e+08 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 67337 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 831 members 
Mstep: Class 6 contains 3846 members 
Mstep: Class 7 contains 28361 members 
Mstep: Class 8 contains 165602 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 177408 members 
Mstep: Class 11 contains 7186 members 
Mstep: Class 12 contains 129670 members 
Mstep: Class 13 contains 17161 members 
Mstep: Class 14 contains 12324 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 158410 members 
Mstep: Class 17 contains 4589 members 
Mstep: Class 18 contains 178898 members 
Mstep: Class 19 contains 2088 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3283 members 
Mstep: Class 22 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132657408.000000 Penalty: 71744.437500
Iteration 89Q: 22 clusters Score -1.326574e+08 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 67343 members 
Mstep: Class 3 contains 540 members 
Mstep: Class 4 contains 838 members 
Mstep: Class 6 contains 3848 members 
Mstep: Class 7 contains 28429 members 
Mstep: Class 8 contains 166091 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 178011 members 
Mstep: Class 11 contains 7185 members 
Mstep: Class 12 contains 129663 members 
Mstep: Class 13 contains 17165 members 
Mstep: Class 14 contains 12406 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 157138 members 
Mstep: Class 17 contains 4590 members 
Mstep: Class 18 contains 178918 members 
Mstep: Class 19 contains 2092 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3284 members 
Mstep: Class 22 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132656768.000000 Penalty: 71744.437500
Iteration 90Q: 22 clusters Score -1.326568e+08 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 67349 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 843 members 
Mstep: Class 6 contains 3848 members 
Mstep: Class 7 contains 28503 members 
Mstep: Class 8 contains 166580 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 178410 members 
Mstep: Class 11 contains 7185 members 
Mstep: Class 12 contains 129654 members 
Mstep: Class 13 contains 17164 members 
Mstep: Class 14 contains 12490 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 156070 members 
Mstep: Class 17 contains 4586 members 
Mstep: Class 18 contains 178942 members 
Mstep: Class 19 contains 2097 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3284 members 
Mstep: Class 22 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132656088.000000 Penalty: 71744.437500
Iteration 91Q: 22 clusters Score -1.326561e+08 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 67331 members 
Mstep: Class 3 contains 531 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 6 contains 3848 members 
Mstep: Class 7 contains 28564 members 
Mstep: Class 8 contains 167144 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 178659 members 
Mstep: Class 11 contains 7178 members 
Mstep: Class 12 contains 129695 members 
Mstep: Class 13 contains 17165 members 
Mstep: Class 14 contains 12554 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 155119 members 
Mstep: Class 17 contains 4595 members 
Mstep: Class 18 contains 178920 members 
Mstep: Class 19 contains 2101 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3288 members 
Mstep: Class 22 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132655384.000000 Penalty: 71744.437500
Iteration 92Q: 22 clusters Score -1.326554e+08 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 67314 members 
Mstep: Class 3 contains 530 members 
Mstep: Class 4 contains 848 members 
Mstep: Class 6 contains 3848 members 
Mstep: Class 7 contains 28607 members 
Mstep: Class 8 contains 167615 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 178771 members 
Mstep: Class 11 contains 7173 members 
Mstep: Class 12 contains 129732 members 
Mstep: Class 13 contains 17168 members 
Mstep: Class 14 contains 12623 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 154413 members 
Mstep: Class 17 contains 4586 members 
Mstep: Class 18 contains 178922 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3285 members 
Mstep: Class 22 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132655200.000000 Penalty: 71744.437500
Iteration 93Q: 22 clusters Score -1.326552e+08 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 67308 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 852 members 
Mstep: Class 6 contains 3849 members 
Mstep: Class 7 contains 28650 members 
Mstep: Class 8 contains 168013 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 178779 members 
Mstep: Class 11 contains 7173 members 
Mstep: Class 12 contains 129810 members 
Mstep: Class 13 contains 17174 members 
Mstep: Class 14 contains 12699 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 153817 members 
Mstep: Class 17 contains 4585 members 
Mstep: Class 18 contains 178913 members 
Mstep: Class 19 contains 2107 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3283 members 
Mstep: Class 22 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132654856.000000 Penalty: 71744.437500
Iteration 94Q: 22 clusters Score -1.326549e+08 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 67310 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 6 contains 3849 members 
Mstep: Class 7 contains 28666 members 
Mstep: Class 8 contains 168360 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 178584 members 
Mstep: Class 11 contains 7175 members 
Mstep: Class 12 contains 129874 members 
Mstep: Class 13 contains 17178 members 
Mstep: Class 14 contains 12777 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 153498 members 
Mstep: Class 17 contains 4582 members 
Mstep: Class 18 contains 178907 members 
Mstep: Class 19 contains 2109 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3290 members 
Mstep: Class 22 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132654792.000000 Penalty: 71744.437500
Iteration 95Q: 22 clusters Score -1.326548e+08 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 67279 members 
Mstep: Class 3 contains 522 members 
Mstep: Class 4 contains 856 members 
Mstep: Class 6 contains 3849 members 
Mstep: Class 7 contains 28669 members 
Mstep: Class 8 contains 168618 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 178320 members 
Mstep: Class 11 contains 7182 members 
Mstep: Class 12 contains 129918 members 
Mstep: Class 13 contains 17180 members 
Mstep: Class 14 contains 12840 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 153421 members 
Mstep: Class 17 contains 4581 members 
Mstep: Class 18 contains 178899 members 
Mstep: Class 19 contains 2114 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3290 members 
Mstep: Class 22 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132654448.000000 Penalty: 71744.437500
Iteration 96Q: 22 clusters Score -1.326544e+08 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 67267 members 
Mstep: Class 3 contains 522 members 
Mstep: Class 4 contains 856 members 
Mstep: Class 6 contains 3847 members 
Mstep: Class 7 contains 28677 members 
Mstep: Class 8 contains 168818 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 178108 members 
Mstep: Class 11 contains 7183 members 
Mstep: Class 12 contains 129963 members 
Mstep: Class 13 contains 17180 members 
Mstep: Class 14 contains 12883 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 153376 members 
Mstep: Class 17 contains 4581 members 
Mstep: Class 18 contains 178866 members 
Mstep: Class 19 contains 2116 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3296 members 
Mstep: Class 22 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132654792.000000 Penalty: 71744.437500
Iteration 97Q: 22 clusters Score -1.326548e+08 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 67253 members 
Mstep: Class 3 contains 522 members 
Mstep: Class 4 contains 856 members 
Mstep: Class 6 contains 3847 members 
Mstep: Class 7 contains 28673 members 
Mstep: Class 8 contains 168875 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 177850 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 130014 members 
Mstep: Class 13 contains 17172 members 
Mstep: Class 14 contains 12922 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 153498 members 
Mstep: Class 17 contains 4574 members 
Mstep: Class 18 contains 178884 members 
Mstep: Class 19 contains 2122 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3297 members 
Mstep: Class 22 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132654960.000000 Penalty: 71744.437500
Iteration 98Q: 22 clusters Score -1.32655e+08 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 67237 members 
Mstep: Class 3 contains 522 members 
Mstep: Class 4 contains 856 members 
Mstep: Class 6 contains 3847 members 
Mstep: Class 7 contains 28665 members 
Mstep: Class 8 contains 168845 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 177610 members 
Mstep: Class 11 contains 7171 members 
Mstep: Class 12 contains 130059 members 
Mstep: Class 13 contains 17170 members 
Mstep: Class 14 contains 12962 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 153729 members 
Mstep: Class 17 contains 4568 members 
Mstep: Class 18 contains 178882 members 
Mstep: Class 19 contains 2122 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3294 members 
Mstep: Class 22 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132655160.000000 Penalty: 71744.437500
Iteration 99Q: 22 clusters Score -1.326552e+08 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 67220 members 
Mstep: Class 3 contains 522 members 
Mstep: Class 4 contains 856 members 
Mstep: Class 6 contains 3847 members 
Mstep: Class 7 contains 28644 members 
Mstep: Class 8 contains 168789 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 177355 members 
Mstep: Class 11 contains 7167 members 
Mstep: Class 12 contains 130060 members 
Mstep: Class 13 contains 17169 members 
Mstep: Class 14 contains 13016 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 154018 members 
Mstep: Class 17 contains 4565 members 
Mstep: Class 18 contains 178885 members 
Mstep: Class 19 contains 2128 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3298 members 
Mstep: Class 22 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132655720.000000 Penalty: 71744.437500
Iteration 100F: 22 clusters Score -1.326557e+08 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 67212 members 
Mstep: Class 3 contains 517 members 
Mstep: Class 4 contains 862 members 
Mstep: Class 6 contains 3847 members 
Mstep: Class 7 contains 28624 members 
Mstep: Class 8 contains 168664 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 177159 members 
Mstep: Class 11 contains 7162 members 
Mstep: Class 12 contains 130062 members 
Mstep: Class 13 contains 17174 members 
Mstep: Class 14 contains 13075 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 154309 members 
Mstep: Class 17 contains 4562 members 
Mstep: Class 18 contains 178885 members 
Mstep: Class 19 contains 2127 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3303 members 
Mstep: Class 22 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132655960.000000 Penalty: 71744.437500
Iteration 101Q: 22 clusters Score -1.32656e+08 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 67196 members 
Mstep: Class 3 contains 511 members 
Mstep: Class 4 contains 869 members 
Mstep: Class 6 contains 3847 members 
Mstep: Class 7 contains 28603 members 
Mstep: Class 8 contains 168509 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 176935 members 
Mstep: Class 11 contains 7159 members 
Mstep: Class 12 contains 130075 members 
Mstep: Class 13 contains 17178 members 
Mstep: Class 14 contains 13132 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 154646 members 
Mstep: Class 17 contains 4561 members 
Mstep: Class 18 contains 178892 members 
Mstep: Class 19 contains 2129 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3302 members 
Mstep: Class 22 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132656216.000000 Penalty: 71744.437500
Iteration 102Q: 22 clusters Score -1.326562e+08 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 67180 members 
Mstep: Class 3 contains 509 members 
Mstep: Class 4 contains 871 members 
Mstep: Class 6 contains 3847 members 
Mstep: Class 7 contains 28589 members 
Mstep: Class 8 contains 168423 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 176617 members 
Mstep: Class 11 contains 7149 members 
Mstep: Class 12 contains 130087 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 13208 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 155046 members 
Mstep: Class 17 contains 4555 members 
Mstep: Class 18 contains 178863 members 
Mstep: Class 19 contains 2130 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3299 members 
Mstep: Class 22 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132656456.000000 Penalty: 71744.437500
Iteration 103Q: 22 clusters Score -1.326565e+08 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 67176 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 873 members 
Mstep: Class 6 contains 3847 members 
Mstep: Class 7 contains 28561 members 
Mstep: Class 8 contains 168339 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 176266 members 
Mstep: Class 11 contains 7152 members 
Mstep: Class 12 contains 130068 members 
Mstep: Class 13 contains 17169 members 
Mstep: Class 14 contains 13259 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 155512 members 
Mstep: Class 17 contains 4544 members 
Mstep: Class 18 contains 178842 members 
Mstep: Class 19 contains 2132 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3299 members 
Mstep: Class 22 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132656688.000000 Penalty: 71744.437500
Iteration 104Q: 22 clusters Score -1.326567e+08 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 67166 members 
Mstep: Class 3 contains 506 members 
Mstep: Class 4 contains 874 members 
Mstep: Class 6 contains 3847 members 
Mstep: Class 7 contains 28530 members 
Mstep: Class 8 contains 168242 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 175892 members 
Mstep: Class 11 contains 7153 members 
Mstep: Class 12 contains 130056 members 
Mstep: Class 13 contains 17165 members 
Mstep: Class 14 contains 13302 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 156041 members 
Mstep: Class 17 contains 4536 members 
Mstep: Class 18 contains 178801 members 
Mstep: Class 19 contains 2132 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3305 members 
Mstep: Class 22 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132657368.000000 Penalty: 71744.437500
Iteration 105Q: 22 clusters Score -1.326574e+08 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 67153 members 
Mstep: Class 3 contains 506 members 
Mstep: Class 4 contains 874 members 
Mstep: Class 6 contains 3847 members 
Mstep: Class 7 contains 28506 members 
Mstep: Class 8 contains 168076 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 175483 members 
Mstep: Class 11 contains 7151 members 
Mstep: Class 12 contains 130013 members 
Mstep: Class 13 contains 17161 members 
Mstep: Class 14 contains 13330 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 156702 members 
Mstep: Class 17 contains 4531 members 
Mstep: Class 18 contains 178777 members 
Mstep: Class 19 contains 2132 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3306 members 
Mstep: Class 22 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132657752.000000 Penalty: 71744.437500
Iteration 106Q: 22 clusters Score -1.326578e+08 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 67143 members 
Mstep: Class 3 contains 506 members 
Mstep: Class 4 contains 874 members 
Mstep: Class 6 contains 3847 members 
Mstep: Class 7 contains 28470 members 
Mstep: Class 8 contains 167908 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 175048 members 
Mstep: Class 11 contains 7144 members 
Mstep: Class 12 contains 129982 members 
Mstep: Class 13 contains 17163 members 
Mstep: Class 14 contains 13353 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 157405 members 
Mstep: Class 17 contains 4524 members 
Mstep: Class 18 contains 178741 members 
Mstep: Class 19 contains 2133 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3306 members 
Mstep: Class 22 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132658208.000000 Penalty: 71744.437500
Iteration 107Q: 22 clusters Score -1.326582e+08 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 67150 members 
Mstep: Class 3 contains 506 members 
Mstep: Class 4 contains 874 members 
Mstep: Class 6 contains 3847 members 
Mstep: Class 7 contains 28429 members 
Mstep: Class 8 contains 167709 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 174547 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 129954 members 
Mstep: Class 13 contains 17158 members 
Mstep: Class 14 contains 13384 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 158185 members 
Mstep: Class 17 contains 4525 members 
Mstep: Class 18 contains 178703 members 
Mstep: Class 19 contains 2133 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3306 members 
Mstep: Class 22 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132658672.000000 Penalty: 71744.437500
Iteration 108Q: 22 clusters Score -1.326587e+08 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 67154 members 
Mstep: Class 3 contains 506 members 
Mstep: Class 4 contains 874 members 
Mstep: Class 6 contains 3847 members 
Mstep: Class 7 contains 28384 members 
Mstep: Class 8 contains 167464 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 174018 members 
Mstep: Class 11 contains 7131 members 
Mstep: Class 12 contains 129918 members 
Mstep: Class 13 contains 17157 members 
Mstep: Class 14 contains 13411 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 159066 members 
Mstep: Class 17 contains 4521 members 
Mstep: Class 18 contains 178662 members 
Mstep: Class 19 contains 2132 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3302 members 
Mstep: Class 22 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132659128.000000 Penalty: 71744.437500
Iteration 109Q: 22 clusters Score -1.326591e+08 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 67159 members 
Mstep: Class 3 contains 506 members 
Mstep: Class 4 contains 874 members 
Mstep: Class 6 contains 3847 members 
Mstep: Class 7 contains 28361 members 
Mstep: Class 8 contains 167171 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 173478 members 
Mstep: Class 11 contains 7118 members 
Mstep: Class 12 contains 129894 members 
Mstep: Class 13 contains 17152 members 
Mstep: Class 14 contains 13421 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 159984 members 
Mstep: Class 17 contains 4521 members 
Mstep: Class 18 contains 178626 members 
Mstep: Class 19 contains 2131 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3303 members 
Mstep: Class 22 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132659960.000000 Penalty: 71744.437500
Iteration 110Q: 22 clusters Score -1.3266e+08 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 67152 members 
Mstep: Class 3 contains 506 members 
Mstep: Class 4 contains 874 members 
Mstep: Class 6 contains 3847 members 
Mstep: Class 7 contains 28345 members 
Mstep: Class 8 contains 166714 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 172885 members 
Mstep: Class 11 contains 7100 members 
Mstep: Class 12 contains 129831 members 
Mstep: Class 13 contains 17149 members 
Mstep: Class 14 contains 13414 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 161205 members 
Mstep: Class 17 contains 4521 members 
Mstep: Class 18 contains 178571 members 
Mstep: Class 19 contains 2131 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3301 members 
Mstep: Class 22 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132660512.000000 Penalty: 71744.437500
Iteration 111Q: 22 clusters Score -1.326605e+08 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 67132 members 
Mstep: Class 3 contains 506 members 
Mstep: Class 4 contains 874 members 
Mstep: Class 6 contains 3847 members 
Mstep: Class 7 contains 28318 members 
Mstep: Class 8 contains 166083 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 172192 members 
Mstep: Class 11 contains 7098 members 
Mstep: Class 12 contains 129764 members 
Mstep: Class 13 contains 17146 members 
Mstep: Class 14 contains 13406 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 162746 members 
Mstep: Class 17 contains 4514 members 
Mstep: Class 18 contains 178488 members 
Mstep: Class 19 contains 2132 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3299 members 
Mstep: Class 22 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132661504.000000 Penalty: 71744.437500
Iteration 112Q: 22 clusters Score -1.326615e+08 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 67077 members 
Mstep: Class 3 contains 506 members 
Mstep: Class 4 contains 874 members 
Mstep: Class 6 contains 3846 members 
Mstep: Class 7 contains 28300 members 
Mstep: Class 8 contains 165297 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 171437 members 
Mstep: Class 11 contains 7088 members 
Mstep: Class 12 contains 129696 members 
Mstep: Class 13 contains 17139 members 
Mstep: Class 14 contains 13415 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 164559 members 
Mstep: Class 17 contains 4506 members 
Mstep: Class 18 contains 178374 members 
Mstep: Class 19 contains 2134 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3296 members 
Mstep: Class 22 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132661768.000000 Penalty: 71744.437500
Iteration 113Q: 22 clusters Score -1.326618e+08 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 67029 members 
Mstep: Class 3 contains 506 members 
Mstep: Class 4 contains 874 members 
Mstep: Class 6 contains 3846 members 
Mstep: Class 7 contains 28265 members 
Mstep: Class 8 contains 164387 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 170698 members 
Mstep: Class 11 contains 7067 members 
Mstep: Class 12 contains 129621 members 
Mstep: Class 13 contains 17132 members 
Mstep: Class 14 contains 13424 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 166489 members 
Mstep: Class 17 contains 4504 members 
Mstep: Class 18 contains 178276 members 
Mstep: Class 19 contains 2134 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3291 members 
Mstep: Class 22 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132662472.000000 Penalty: 71744.437500
Iteration 114Q: 22 clusters Score -1.326625e+08 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 67010 members 
Mstep: Class 3 contains 506 members 
Mstep: Class 4 contains 874 members 
Mstep: Class 6 contains 3846 members 
Mstep: Class 7 contains 28254 members 
Mstep: Class 8 contains 163538 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 169949 members 
Mstep: Class 11 contains 7049 members 
Mstep: Class 12 contains 129543 members 
Mstep: Class 13 contains 17138 members 
Mstep: Class 14 contains 13448 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 168236 members 
Mstep: Class 17 contains 4497 members 
Mstep: Class 18 contains 178231 members 
Mstep: Class 19 contains 2135 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3290 members 
Mstep: Class 22 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132662912.000000 Penalty: 71744.437500
Iteration 115Q: 22 clusters Score -1.326629e+08 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 67003 members 
Mstep: Class 3 contains 506 members 
Mstep: Class 4 contains 874 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 28241 members 
Mstep: Class 8 contains 162677 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 169215 members 
Mstep: Class 11 contains 7021 members 
Mstep: Class 12 contains 129420 members 
Mstep: Class 13 contains 17144 members 
Mstep: Class 14 contains 13462 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 169993 members 
Mstep: Class 17 contains 4495 members 
Mstep: Class 18 contains 178216 members 
Mstep: Class 19 contains 2139 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3293 members 
Mstep: Class 22 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132662776.000000 Penalty: 71744.437500
Iteration 116Q: 22 clusters Score -1.326628e+08 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 66994 members 
Mstep: Class 3 contains 506 members 
Mstep: Class 4 contains 874 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 28198 members 
Mstep: Class 8 contains 161962 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 168578 members 
Mstep: Class 11 contains 6999 members 
Mstep: Class 12 contains 129317 members 
Mstep: Class 13 contains 17141 members 
Mstep: Class 14 contains 13482 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 171502 members 
Mstep: Class 17 contains 4498 members 
Mstep: Class 18 contains 178217 members 
Mstep: Class 19 contains 2145 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3292 members 
Mstep: Class 22 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132663144.000000 Penalty: 71744.437500
Iteration 117Q: 22 clusters Score -1.326631e+08 nChanged 7684
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 66974 members 
Mstep: Class 3 contains 506 members 
Mstep: Class 4 contains 874 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 28203 members 
Mstep: Class 8 contains 161346 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 168092 members 
Mstep: Class 11 contains 6986 members 
Mstep: Class 12 contains 129220 members 
Mstep: Class 13 contains 17137 members 
Mstep: Class 14 contains 13512 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 172721 members 
Mstep: Class 17 contains 4499 members 
Mstep: Class 18 contains 178203 members 
Mstep: Class 19 contains 2145 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3289 members 
Mstep: Class 22 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132663704.000000 Penalty: 71744.437500
Iteration 118Q: 22 clusters Score -1.326637e+08 nChanged 7657
Entering ConstructFrom: 
Score: -132663704.000000 Penalty: 71744.437500
Entering ConstructFrom: 
Trying to split cluster 1 (1031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Entering Unmasked Estep 
Score: -132629.359375 Penalty: 1720.694580
	Iteration 0F: 2 clusters Score -132629.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -130821.210938 Penalty: 3441.389160
	Iteration 0F: 3 clusters Score -130821.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -131345.875000 Penalty: 3441.389160
	Iteration 1F: 3 clusters Score -131345.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -131585.015625 Penalty: 3441.389160
	Iteration 2F: 3 clusters Score -131585 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -131836.562500 Penalty: 3441.389160
	Iteration 3F: 3 clusters Score -131836.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -132151.046875 Penalty: 3441.389160
	Iteration 4F: 3 clusters Score -132151 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -132537.062500 Penalty: 3441.389160
	Iteration 5F: 3 clusters Score -132537.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -132759.312500 Penalty: 3441.389160
	Iteration 6Q: 3 clusters Score -132759.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -132980.890625 Penalty: 3441.389160
	Iteration 7Q: 3 clusters Score -132980.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -133175.234375 Penalty: 3441.389160
	Iteration 8Q: 3 clusters Score -133175.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -133346.546875 Penalty: 3441.389160
	Iteration 9Q: 3 clusters Score -133346.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -133503.812500 Penalty: 3441.389160
	Iteration 10Q: 3 clusters Score -133503.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -133576.062500 Penalty: 3441.389160
	Iteration 11Q: 3 clusters Score -133576.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -133621.859375 Penalty: 3441.389160
	Iteration 12Q: 3 clusters Score -133621.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -133640.078125 Penalty: 3441.389160
	Iteration 13Q: 3 clusters Score -133640.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -133643.062500 Penalty: 3441.389160
	Iteration 14Q: 3 clusters Score -133643.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -133643.062500 Penalty: 3441.389160
	Iteration 15F: 3 clusters Score -133643.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 66947 members 
Mstep: Class 3 contains 506 members 
Mstep: Class 4 contains 874 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 28208 members 
Mstep: Class 8 contains 160987 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 167909 members 
Mstep: Class 11 contains 6967 members 
Mstep: Class 12 contains 129123 members 
Mstep: Class 13 contains 17135 members 
Mstep: Class 14 contains 13551 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 173398 members 
Mstep: Class 17 contains 4506 members 
Mstep: Class 18 contains 178166 members 
Mstep: Class 19 contains 2152 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3280 members 
Mstep: Class 22 contains 329 members 
Entering Unmasked Estep 
Score: -132662016.000000 Penalty: 75160.835938
Splitting cluster 1 changes total score from -132663704.000000 to -132662016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (66947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66947 members 
Entering Unmasked Estep 
Score: -9431025.000000 Penalty: 2755.690674
	Iteration 0F: 2 clusters Score -9431025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -9386277.000000 Penalty: 5511.381348
	Iteration 0F: 3 clusters Score -9386277 nChanged 31335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 35372 members 
Entering Unmasked Estep 
Score: -9403713.000000 Penalty: 5511.381348
	Iteration 1F: 3 clusters Score -9403713 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -9404424.000000 Penalty: 5511.381348
	Iteration 2Q: 3 clusters Score -9404424 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -9405315.000000 Penalty: 5511.381348
	Iteration 3Q: 3 clusters Score -9405315 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 40989 members 
Entering Unmasked Estep 
Score: -9406694.000000 Penalty: 5511.381348
	Iteration 4Q: 3 clusters Score -9406694 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -9408762.000000 Penalty: 5511.381348
	Iteration 5F: 3 clusters Score -9408762 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 49188 members 
Entering Unmasked Estep 
Score: -9412251.000000 Penalty: 5511.381348
	Iteration 6F: 3 clusters Score -9412251 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 54654 members 
Entering Unmasked Estep 
Score: -9416993.000000 Penalty: 5511.381348
	Iteration 7F: 3 clusters Score -9416993 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 59866 members 
Entering Unmasked Estep 
Score: -9421953.000000 Penalty: 5511.381348
	Iteration 8F: 3 clusters Score -9421953 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 63595 members 
Entering Unmasked Estep 
Score: -9425598.000000 Penalty: 5511.381348
	Iteration 9F: 3 clusters Score -9425598 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 65515 members 
Entering Unmasked Estep 
Score: -9427366.000000 Penalty: 5511.381348
	Iteration 10Q: 3 clusters Score -9427366 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 66264 members 
Entering Unmasked Estep 
Score: -9428108.000000 Penalty: 5511.381348
	Iteration 11Q: 3 clusters Score -9428108 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 66507 members 
Entering Unmasked Estep 
Score: -9428386.000000 Penalty: 5511.381348
	Iteration 12Q: 3 clusters Score -9428386 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 66584 members 
Entering Unmasked Estep 
Score: -9428482.000000 Penalty: 5511.381348
	Iteration 13Q: 3 clusters Score -9428482 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 66618 members 
Entering Unmasked Estep 
Score: -9428550.000000 Penalty: 5511.381348
	Iteration 14Q: 3 clusters Score -9428550 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 66638 members 
Entering Unmasked Estep 
Score: -9428590.000000 Penalty: 5511.381348
	Iteration 15Q: 3 clusters Score -9428590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 66649 members 
Entering Unmasked Estep 
Score: -9428609.000000 Penalty: 5511.381348
	Iteration 16Q: 3 clusters Score -9428609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 66659 members 
Entering Unmasked Estep 
Score: -9428617.000000 Penalty: 5511.381348
	Iteration 17Q: 3 clusters Score -9428617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 66665 members 
Entering Unmasked Estep 
Score: -9428631.000000 Penalty: 5511.381348
	Iteration 18Q: 3 clusters Score -9428631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 66666 members 
Entering Unmasked Estep 
Score: -9428633.000000 Penalty: 5511.381348
	Iteration 19Q: 3 clusters Score -9428633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 66672 members 
Entering Unmasked Estep 
Score: -9428653.000000 Penalty: 5511.381348
	Iteration 20F: 3 clusters Score -9428653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 66674 members 
Entering Unmasked Estep 
Score: -9428653.000000 Penalty: 5511.381348
	Iteration 21Q: 3 clusters Score -9428653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 66677 members 
Entering Unmasked Estep 
Score: -9428658.000000 Penalty: 5511.381348
	Iteration 22Q: 3 clusters Score -9428658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 66679 members 
Entering Unmasked Estep 
Score: -9428664.000000 Penalty: 5511.381348
	Iteration 23Q: 3 clusters Score -9428664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 66677 members 
Entering Unmasked Estep 
Score: -9428666.000000 Penalty: 5511.381348
	Iteration 24Q: 3 clusters Score -9428666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 66676 members 
Entering Unmasked Estep 
Score: -9428663.000000 Penalty: 5511.381348
	Iteration 25Q: 3 clusters Score -9428663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 66675 members 
Entering Unmasked Estep 
Score: -9428669.000000 Penalty: 5511.381348
	Iteration 26Q: 3 clusters Score -9428669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 66675 members 
Entering Unmasked Estep 
Score: -9428669.000000 Penalty: 5511.381348
	Iteration 27F: 3 clusters Score -9428669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -59344.152344 Penalty: 1544.181152
	Iteration 0F: 2 clusters Score -59344.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -57869.539062 Penalty: 3088.362305
	Iteration 0F: 3 clusters Score -57869.54 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -58222.753906 Penalty: 3088.362305
	Iteration 1F: 3 clusters Score -58222.75 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -58558.785156 Penalty: 3088.362305
	Iteration 2F: 3 clusters Score -58558.79 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -58771.191406 Penalty: 3088.362305
	Iteration 3F: 3 clusters Score -58771.19 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -59185.839844 Penalty: 3088.362305
	Iteration 4F: 3 clusters Score -59185.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -59459.703125 Penalty: 3088.362305
	Iteration 5Q: 3 clusters Score -59459.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -59571.316406 Penalty: 3088.362305
	Iteration 6Q: 3 clusters Score -59571.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -59593.347656 Penalty: 3088.362305
	Iteration 7Q: 3 clusters Score -59593.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -59603.753906 Penalty: 3088.362305
	Iteration 8Q: 3 clusters Score -59603.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -59615.277344 Penalty: 3088.362305
	Iteration 9Q: 3 clusters Score -59615.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -59616.585938 Penalty: 3088.362305
	Iteration 10Q: 3 clusters Score -59616.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -59616.585938 Penalty: 3088.362305
	Iteration 11F: 3 clusters Score -59616.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 66947 members 
Mstep: Class 3 contains 138 members 
Mstep: Class 4 contains 874 members 
Mstep: Class 5 contains 368 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 28208 members 
Mstep: Class 8 contains 160987 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 167909 members 
Mstep: Class 11 contains 6967 members 
Mstep: Class 12 contains 129123 members 
Mstep: Class 13 contains 17135 members 
Mstep: Class 14 contains 13551 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 173398 members 
Mstep: Class 17 contains 4506 members 
Mstep: Class 18 contains 178166 members 
Mstep: Class 19 contains 2152 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3280 members 
Mstep: Class 22 contains 329 members 
Entering Unmasked Estep 
Score: -132661136.000000 Penalty: 75160.835938
Splitting cluster 3 changes total score from -132663704.000000 to -132661136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Entering Unmasked Estep 
Score: -95372.562500 Penalty: 1679.723877
	Iteration 0F: 2 clusters Score -95372.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -93633.921875 Penalty: 3359.447754
	Iteration 0F: 3 clusters Score -93633.92 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -94058.640625 Penalty: 3359.447754
	Iteration 1F: 3 clusters Score -94058.64 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -94573.078125 Penalty: 3359.447754
	Iteration 2F: 3 clusters Score -94573.08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -95347.906250 Penalty: 3359.447754
	Iteration 3F: 3 clusters Score -95347.91 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -96075.632812 Penalty: 3359.447754
	Iteration 4F: 3 clusters Score -96075.63 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -96438.835938 Penalty: 3359.447754
	Iteration 5F: 3 clusters Score -96438.84 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -96723.101562 Penalty: 3359.447754
	Iteration 6Q: 3 clusters Score -96723.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -96792.984375 Penalty: 3359.447754
	Iteration 7Q: 3 clusters Score -96792.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -96832.625000 Penalty: 3359.447754
	Iteration 8Q: 3 clusters Score -96832.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -96888.132812 Penalty: 3359.447754
	Iteration 9Q: 3 clusters Score -96888.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -96923.140625 Penalty: 3359.447754
	Iteration 10Q: 3 clusters Score -96923.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -96943.531250 Penalty: 3359.447754
	Iteration 11Q: 3 clusters Score -96943.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -96966.062500 Penalty: 3359.447754
	Iteration 12Q: 3 clusters Score -96966.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -97014.617188 Penalty: 3359.447754
	Iteration 13Q: 3 clusters Score -97014.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -97019.640625 Penalty: 3359.447754
	Iteration 14F: 3 clusters Score -97019.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -97069.601562 Penalty: 3359.447754
	Iteration 15Q: 3 clusters Score -97069.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -97069.601562 Penalty: 3359.447754
	Iteration 16F: 3 clusters Score -97069.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 66947 members 
Mstep: Class 3 contains 506 members 
Mstep: Class 4 contains 708 members 
Mstep: Class 5 contains 166 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 28208 members 
Mstep: Class 8 contains 160987 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 167909 members 
Mstep: Class 11 contains 6967 members 
Mstep: Class 12 contains 129123 members 
Mstep: Class 13 contains 17135 members 
Mstep: Class 14 contains 13551 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 173398 members 
Mstep: Class 17 contains 4506 members 
Mstep: Class 18 contains 178166 members 
Mstep: Class 19 contains 2152 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3280 members 
Mstep: Class 22 contains 329 members 
Entering Unmasked Estep 
Score: -132662656.000000 Penalty: 75160.835938
Splitting cluster 4 changes total score from -132663704.000000 to -132662656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (3844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Entering Unmasked Estep 
Score: -530046.937500 Penalty: 2047.058594
	Iteration 0F: 2 clusters Score -530046.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -526266.187500 Penalty: 4094.117188
	Iteration 0F: 3 clusters Score -526266.2 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -527037.000000 Penalty: 4094.117188
	Iteration 1F: 3 clusters Score -527037 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -527225.125000 Penalty: 4094.117188
	Iteration 2F: 3 clusters Score -527225.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -527383.812500 Penalty: 4094.117188
	Iteration 3F: 3 clusters Score -527383.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -527533.687500 Penalty: 4094.117188
	Iteration 4Q: 3 clusters Score -527533.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -527661.812500 Penalty: 4094.117188
	Iteration 5Q: 3 clusters Score -527661.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -527788.812500 Penalty: 4094.117188
	Iteration 6Q: 3 clusters Score -527788.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -527898.812500 Penalty: 4094.117188
	Iteration 7Q: 3 clusters Score -527898.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -527990.750000 Penalty: 4094.117188
	Iteration 8Q: 3 clusters Score -527990.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -528082.250000 Penalty: 4094.117188
	Iteration 9Q: 3 clusters Score -528082.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -528160.187500 Penalty: 4094.117188
	Iteration 10Q: 3 clusters Score -528160.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -528220.625000 Penalty: 4094.117188
	Iteration 11Q: 3 clusters Score -528220.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -528281.625000 Penalty: 4094.117188
	Iteration 12Q: 3 clusters Score -528281.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -528330.437500 Penalty: 4094.117188
	Iteration 13Q: 3 clusters Score -528330.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -528386.875000 Penalty: 4094.117188
	Iteration 14Q: 3 clusters Score -528386.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -528450.625000 Penalty: 4094.117188
	Iteration 15Q: 3 clusters Score -528450.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -528530.437500 Penalty: 4094.117188
	Iteration 16Q: 3 clusters Score -528530.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -528584.125000 Penalty: 4094.117188
	Iteration 17Q: 3 clusters Score -528584.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -528620.875000 Penalty: 4094.117188
	Iteration 18Q: 3 clusters Score -528620.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -528648.500000 Penalty: 4094.117188
	Iteration 19Q: 3 clusters Score -528648.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -528671.125000 Penalty: 4094.117188
	Iteration 20F: 3 clusters Score -528671.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -528687.125000 Penalty: 4094.117188
	Iteration 21Q: 3 clusters Score -528687.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -528704.000000 Penalty: 4094.117188
	Iteration 22Q: 3 clusters Score -528704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -528719.562500 Penalty: 4094.117188
	Iteration 23Q: 3 clusters Score -528719.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -528736.375000 Penalty: 4094.117188
	Iteration 24Q: 3 clusters Score -528736.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -528748.062500 Penalty: 4094.117188
	Iteration 25Q: 3 clusters Score -528748.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -528755.562500 Penalty: 4094.117188
	Iteration 26Q: 3 clusters Score -528755.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -528761.437500 Penalty: 4094.117188
	Iteration 27Q: 3 clusters Score -528761.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -528766.375000 Penalty: 4094.117188
	Iteration 28Q: 3 clusters Score -528766.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -528770.812500 Penalty: 4094.117188
	Iteration 29Q: 3 clusters Score -528770.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -528773.000000 Penalty: 4094.117188
	Iteration 30Q: 3 clusters Score -528773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -528773.687500 Penalty: 4094.117188
	Iteration 31Q: 3 clusters Score -528773.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -528775.125000 Penalty: 4094.117188
	Iteration 32Q: 3 clusters Score -528775.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -528775.437500 Penalty: 4094.117188
	Iteration 33Q: 3 clusters Score -528775.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -528775.437500 Penalty: 4094.117188
	Iteration 34F: 3 clusters Score -528775.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Entering Unmasked Estep 
Score: -3836719.250000 Penalty: 2541.345459
	Iteration 0F: 2 clusters Score -3836719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -3817283.750000 Penalty: 5082.690918
	Iteration 0F: 3 clusters Score -3817284 nChanged 12617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -3824042.000000 Penalty: 5082.690918
	Iteration 1F: 3 clusters Score -3824042 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -3824540.000000 Penalty: 5082.690918
	Iteration 2Q: 3 clusters Score -3824540 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -3825014.500000 Penalty: 5082.690918
	Iteration 3Q: 3 clusters Score -3825014 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -3825661.250000 Penalty: 5082.690918
	Iteration 4Q: 3 clusters Score -3825661 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -3826644.250000 Penalty: 5082.690918
	Iteration 5F: 3 clusters Score -3826644 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -3828261.250000 Penalty: 5082.690918
	Iteration 6F: 3 clusters Score -3828261 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -3830523.500000 Penalty: 5082.690918
	Iteration 7F: 3 clusters Score -3830524 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -3832870.250000 Penalty: 5082.690918
	Iteration 8F: 3 clusters Score -3832870 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -3834696.750000 Penalty: 5082.690918
	Iteration 9F: 3 clusters Score -3834697 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -3835589.250000 Penalty: 5082.690918
	Iteration 10Q: 3 clusters Score -3835589 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -3835966.500000 Penalty: 5082.690918
	Iteration 11Q: 3 clusters Score -3835966 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -3836092.000000 Penalty: 5082.690918
	Iteration 12Q: 3 clusters Score -3836092 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -3836141.250000 Penalty: 5082.690918
	Iteration 13Q: 3 clusters Score -3836141 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -3836165.500000 Penalty: 5082.690918
	Iteration 14Q: 3 clusters Score -3836166 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -3836180.750000 Penalty: 5082.690918
	Iteration 15Q: 3 clusters Score -3836181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -3836192.500000 Penalty: 5082.690918
	Iteration 16Q: 3 clusters Score -3836192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -3836190.750000 Penalty: 5082.690918
	Iteration 17Q: 3 clusters Score -3836191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -3836199.750000 Penalty: 5082.690918
	Iteration 18Q: 3 clusters Score -3836200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -3836199.000000 Penalty: 5082.690918
	Iteration 19Q: 3 clusters Score -3836199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -3836199.000000 Penalty: 5082.690918
	Iteration 20F: 3 clusters Score -3836199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (160987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160987 members 
Entering Unmasked Estep 
Score: -22559038.000000 Penalty: 2973.291504
	Iteration 0F: 2 clusters Score -2.255904e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80545 members 
Mstep: Class 2 contains 80442 members 
Entering Unmasked Estep 
Score: -22458286.000000 Penalty: 5946.583008
	Iteration 0F: 3 clusters Score -2.245829e+07 nChanged 77183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80504 members 
Mstep: Class 2 contains 80483 members 
Entering Unmasked Estep 
Score: -22504450.000000 Penalty: 5946.583008
	Iteration 1F: 3 clusters Score -2.250445e+07 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80025 members 
Mstep: Class 2 contains 80962 members 
Entering Unmasked Estep 
Score: -22506468.000000 Penalty: 5946.583008
	Iteration 2Q: 3 clusters Score -2.250647e+07 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79430 members 
Mstep: Class 2 contains 81557 members 
Entering Unmasked Estep 
Score: -22509310.000000 Penalty: 5946.583008
	Iteration 3Q: 3 clusters Score -2.250931e+07 nChanged 7648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78722 members 
Mstep: Class 2 contains 82265 members 
Entering Unmasked Estep 
Score: -22512796.000000 Penalty: 5946.583008
	Iteration 4Q: 3 clusters Score -2.25128e+07 nChanged 8553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77707 members 
Mstep: Class 2 contains 83280 members 
Entering Unmasked Estep 
Score: -22517456.000000 Penalty: 5946.583008
	Iteration 5F: 3 clusters Score -2.251746e+07 nChanged 9744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76127 members 
Mstep: Class 2 contains 84860 members 
Entering Unmasked Estep 
Score: -22523146.000000 Penalty: 5946.583008
	Iteration 6F: 3 clusters Score -2.252315e+07 nChanged 10274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73979 members 
Mstep: Class 2 contains 87008 members 
Entering Unmasked Estep 
Score: -22530002.000000 Penalty: 5946.583008
	Iteration 7F: 3 clusters Score -2.253e+07 nChanged 9899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71542 members 
Mstep: Class 2 contains 89445 members 
Entering Unmasked Estep 
Score: -22536464.000000 Penalty: 5946.583008
	Iteration 8F: 3 clusters Score -2.253646e+07 nChanged 8345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69335 members 
Mstep: Class 2 contains 91652 members 
Entering Unmasked Estep 
Score: -22540708.000000 Penalty: 5946.583008
	Iteration 9F: 3 clusters Score -2.254071e+07 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67423 members 
Mstep: Class 2 contains 93564 members 
Entering Unmasked Estep 
Score: -22542786.000000 Penalty: 5946.583008
	Iteration 10Q: 3 clusters Score -2.254279e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65682 members 
Mstep: Class 2 contains 95305 members 
Entering Unmasked Estep 
Score: -22543768.000000 Penalty: 5946.583008
	Iteration 11Q: 3 clusters Score -2.254377e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64132 members 
Mstep: Class 2 contains 96855 members 
Entering Unmasked Estep 
Score: -22544366.000000 Penalty: 5946.583008
	Iteration 12Q: 3 clusters Score -2.254437e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62606 members 
Mstep: Class 2 contains 98381 members 
Entering Unmasked Estep 
Score: -22544884.000000 Penalty: 5946.583008
	Iteration 13Q: 3 clusters Score -2.254488e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61185 members 
Mstep: Class 2 contains 99802 members 
Entering Unmasked Estep 
Score: -22545246.000000 Penalty: 5946.583008
	Iteration 14Q: 3 clusters Score -2.254525e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59822 members 
Mstep: Class 2 contains 101165 members 
Entering Unmasked Estep 
Score: -22545536.000000 Penalty: 5946.583008
	Iteration 15Q: 3 clusters Score -2.254554e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58539 members 
Mstep: Class 2 contains 102448 members 
Entering Unmasked Estep 
Score: -22545866.000000 Penalty: 5946.583008
	Iteration 16Q: 3 clusters Score -2.254587e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57437 members 
Mstep: Class 2 contains 103550 members 
Entering Unmasked Estep 
Score: -22546372.000000 Penalty: 5946.583008
	Iteration 17Q: 3 clusters Score -2.254637e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56543 members 
Mstep: Class 2 contains 104444 members 
Entering Unmasked Estep 
Score: -22546716.000000 Penalty: 5946.583008
	Iteration 18Q: 3 clusters Score -2.254672e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55857 members 
Mstep: Class 2 contains 105130 members 
Entering Unmasked Estep 
Score: -22547108.000000 Penalty: 5946.583008
	Iteration 19Q: 3 clusters Score -2.254711e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55302 members 
Mstep: Class 2 contains 105685 members 
Entering Unmasked Estep 
Score: -22547488.000000 Penalty: 5946.583008
	Iteration 20F: 3 clusters Score -2.254749e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54825 members 
Mstep: Class 2 contains 106162 members 
Entering Unmasked Estep 
Score: -22547826.000000 Penalty: 5946.583008
	Iteration 21Q: 3 clusters Score -2.254783e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54469 members 
Mstep: Class 2 contains 106518 members 
Entering Unmasked Estep 
Score: -22548106.000000 Penalty: 5946.583008
	Iteration 22Q: 3 clusters Score -2.254811e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54182 members 
Mstep: Class 2 contains 106805 members 
Entering Unmasked Estep 
Score: -22548148.000000 Penalty: 5946.583008
	Iteration 23Q: 3 clusters Score -2.254815e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53963 members 
Mstep: Class 2 contains 107024 members 
Entering Unmasked Estep 
Score: -22548224.000000 Penalty: 5946.583008
	Iteration 24Q: 3 clusters Score -2.254822e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53795 members 
Mstep: Class 2 contains 107192 members 
Entering Unmasked Estep 
Score: -22548362.000000 Penalty: 5946.583008
	Iteration 25Q: 3 clusters Score -2.254836e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53630 members 
Mstep: Class 2 contains 107357 members 
Entering Unmasked Estep 
Score: -22548516.000000 Penalty: 5946.583008
	Iteration 26Q: 3 clusters Score -2.254852e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53489 members 
Mstep: Class 2 contains 107498 members 
Entering Unmasked Estep 
Score: -22548564.000000 Penalty: 5946.583008
	Iteration 27Q: 3 clusters Score -2.254856e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53386 members 
Mstep: Class 2 contains 107601 members 
Entering Unmasked Estep 
Score: -22548606.000000 Penalty: 5946.583008
	Iteration 28Q: 3 clusters Score -2.254861e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53252 members 
Mstep: Class 2 contains 107735 members 
Entering Unmasked Estep 
Score: -22548624.000000 Penalty: 5946.583008
	Iteration 29Q: 3 clusters Score -2.254862e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53098 members 
Mstep: Class 2 contains 107889 members 
Entering Unmasked Estep 
Score: -22548702.000000 Penalty: 5946.583008
	Iteration 30Q: 3 clusters Score -2.25487e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52951 members 
Mstep: Class 2 contains 108036 members 
Entering Unmasked Estep 
Score: -22548758.000000 Penalty: 5946.583008
	Iteration 31Q: 3 clusters Score -2.254876e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52784 members 
Mstep: Class 2 contains 108203 members 
Entering Unmasked Estep 
Score: -22548770.000000 Penalty: 5946.583008
	Iteration 32Q: 3 clusters Score -2.254877e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52669 members 
Mstep: Class 2 contains 108318 members 
Entering Unmasked Estep 
Score: -22548766.000000 Penalty: 5946.583008
	Iteration 33Q: 3 clusters Score -2.254877e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52523 members 
Mstep: Class 2 contains 108464 members 
Entering Unmasked Estep 
Score: -22548798.000000 Penalty: 5946.583008
	Iteration 34Q: 3 clusters Score -2.25488e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52383 members 
Mstep: Class 2 contains 108604 members 
Entering Unmasked Estep 
Score: -22548848.000000 Penalty: 5946.583008
	Iteration 35Q: 3 clusters Score -2.254885e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52252 members 
Mstep: Class 2 contains 108735 members 
Entering Unmasked Estep 
Score: -22548818.000000 Penalty: 5946.583008
	Iteration 36Q: 3 clusters Score -2.254882e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52109 members 
Mstep: Class 2 contains 108878 members 
Entering Unmasked Estep 
Score: -22548830.000000 Penalty: 5946.583008
	Iteration 37Q: 3 clusters Score -2.254883e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51987 members 
Mstep: Class 2 contains 109000 members 
Entering Unmasked Estep 
Score: -22548822.000000 Penalty: 5946.583008
	Iteration 38Q: 3 clusters Score -2.254882e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51876 members 
Mstep: Class 2 contains 109111 members 
Entering Unmasked Estep 
Score: -22548770.000000 Penalty: 5946.583008
	Iteration 39Q: 3 clusters Score -2.254877e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51733 members 
Mstep: Class 2 contains 109254 members 
Entering Unmasked Estep 
Score: -22548692.000000 Penalty: 5946.583008
	Iteration 40F: 3 clusters Score -2.254869e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51572 members 
Mstep: Class 2 contains 109415 members 
Entering Unmasked Estep 
Score: -22548820.000000 Penalty: 5946.583008
	Iteration 41Q: 3 clusters Score -2.254882e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51422 members 
Mstep: Class 2 contains 109565 members 
Entering Unmasked Estep 
Score: -22548924.000000 Penalty: 5946.583008
	Iteration 42Q: 3 clusters Score -2.254892e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51260 members 
Mstep: Class 2 contains 109727 members 
Entering Unmasked Estep 
Score: -22548956.000000 Penalty: 5946.583008
	Iteration 43Q: 3 clusters Score -2.254896e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51109 members 
Mstep: Class 2 contains 109878 members 
Entering Unmasked Estep 
Score: -22548976.000000 Penalty: 5946.583008
	Iteration 44Q: 3 clusters Score -2.254898e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 110052 members 
Entering Unmasked Estep 
Score: -22548956.000000 Penalty: 5946.583008
	Iteration 45Q: 3 clusters Score -2.254896e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50764 members 
Mstep: Class 2 contains 110223 members 
Entering Unmasked Estep 
Score: -22549050.000000 Penalty: 5946.583008
	Iteration 46Q: 3 clusters Score -2.254905e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50575 members 
Mstep: Class 2 contains 110412 members 
Entering Unmasked Estep 
Score: -22549078.000000 Penalty: 5946.583008
	Iteration 47Q: 3 clusters Score -2.254908e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50389 members 
Mstep: Class 2 contains 110598 members 
Entering Unmasked Estep 
Score: -22549080.000000 Penalty: 5946.583008
	Iteration 48Q: 3 clusters Score -2.254908e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50207 members 
Mstep: Class 2 contains 110780 members 
Entering Unmasked Estep 
Score: -22549132.000000 Penalty: 5946.583008
	Iteration 49Q: 3 clusters Score -2.254913e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49979 members 
Mstep: Class 2 contains 111008 members 
Entering Unmasked Estep 
Score: -22549120.000000 Penalty: 5946.583008
	Iteration 50Q: 3 clusters Score -2.254912e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49725 members 
Mstep: Class 2 contains 111262 members 
Entering Unmasked Estep 
Score: -22549138.000000 Penalty: 5946.583008
	Iteration 51Q: 3 clusters Score -2.254914e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49480 members 
Mstep: Class 2 contains 111507 members 
Entering Unmasked Estep 
Score: -22549170.000000 Penalty: 5946.583008
	Iteration 52Q: 3 clusters Score -2.254917e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49224 members 
Mstep: Class 2 contains 111763 members 
Entering Unmasked Estep 
Score: -22549146.000000 Penalty: 5946.583008
	Iteration 53Q: 3 clusters Score -2.254915e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48882 members 
Mstep: Class 2 contains 112105 members 
Entering Unmasked Estep 
Score: -22549250.000000 Penalty: 5946.583008
	Iteration 54Q: 3 clusters Score -2.254925e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48453 members 
Mstep: Class 2 contains 112534 members 
Entering Unmasked Estep 
Score: -22549358.000000 Penalty: 5946.583008
	Iteration 55Q: 3 clusters Score -2.254936e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48009 members 
Mstep: Class 2 contains 112978 members 
Entering Unmasked Estep 
Score: -22549424.000000 Penalty: 5946.583008
	Iteration 56Q: 3 clusters Score -2.254942e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47516 members 
Mstep: Class 2 contains 113471 members 
Entering Unmasked Estep 
Score: -22549530.000000 Penalty: 5946.583008
	Iteration 57Q: 3 clusters Score -2.254953e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46914 members 
Mstep: Class 2 contains 114073 members 
Entering Unmasked Estep 
Score: -22549686.000000 Penalty: 5946.583008
	Iteration 58Q: 3 clusters Score -2.254969e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46279 members 
Mstep: Class 2 contains 114708 members 
Entering Unmasked Estep 
Score: -22549848.000000 Penalty: 5946.583008
	Iteration 59Q: 3 clusters Score -2.254985e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45644 members 
Mstep: Class 2 contains 115343 members 
Entering Unmasked Estep 
Score: -22550110.000000 Penalty: 5946.583008
	Iteration 60F: 3 clusters Score -2.255011e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 116011 members 
Entering Unmasked Estep 
Score: -22550340.000000 Penalty: 5946.583008
	Iteration 61Q: 3 clusters Score -2.255034e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 116735 members 
Entering Unmasked Estep 
Score: -22550632.000000 Penalty: 5946.583008
	Iteration 62Q: 3 clusters Score -2.255063e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 117486 members 
Entering Unmasked Estep 
Score: -22550942.000000 Penalty: 5946.583008
	Iteration 63Q: 3 clusters Score -2.255094e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42749 members 
Mstep: Class 2 contains 118238 members 
Entering Unmasked Estep 
Score: -22551250.000000 Penalty: 5946.583008
	Iteration 64Q: 3 clusters Score -2.255125e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 119067 members 
Entering Unmasked Estep 
Score: -22551512.000000 Penalty: 5946.583008
	Iteration 65Q: 3 clusters Score -2.255151e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 119911 members 
Entering Unmasked Estep 
Score: -22551924.000000 Penalty: 5946.583008
	Iteration 66Q: 3 clusters Score -2.255192e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40246 members 
Mstep: Class 2 contains 120741 members 
Entering Unmasked Estep 
Score: -22552256.000000 Penalty: 5946.583008
	Iteration 67Q: 3 clusters Score -2.255226e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 121549 members 
Entering Unmasked Estep 
Score: -22552522.000000 Penalty: 5946.583008
	Iteration 68Q: 3 clusters Score -2.255252e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 122433 members 
Entering Unmasked Estep 
Score: -22552904.000000 Penalty: 5946.583008
	Iteration 69Q: 3 clusters Score -2.25529e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 123303 members 
Entering Unmasked Estep 
Score: -22553362.000000 Penalty: 5946.583008
	Iteration 70Q: 3 clusters Score -2.255336e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 124096 members 
Entering Unmasked Estep 
Score: -22553642.000000 Penalty: 5946.583008
	Iteration 71Q: 3 clusters Score -2.255364e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 124797 members 
Entering Unmasked Estep 
Score: -22553948.000000 Penalty: 5946.583008
	Iteration 72Q: 3 clusters Score -2.255395e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 125465 members 
Entering Unmasked Estep 
Score: -22554224.000000 Penalty: 5946.583008
	Iteration 73Q: 3 clusters Score -2.255422e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 126112 members 
Entering Unmasked Estep 
Score: -22554398.000000 Penalty: 5946.583008
	Iteration 74Q: 3 clusters Score -2.25544e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 126718 members 
Entering Unmasked Estep 
Score: -22554560.000000 Penalty: 5946.583008
	Iteration 75Q: 3 clusters Score -2.255456e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33751 members 
Mstep: Class 2 contains 127236 members 
Entering Unmasked Estep 
Score: -22554786.000000 Penalty: 5946.583008
	Iteration 76Q: 3 clusters Score -2.255479e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 127716 members 
Entering Unmasked Estep 
Score: -22554904.000000 Penalty: 5946.583008
	Iteration 77Q: 3 clusters Score -2.25549e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 128200 members 
Entering Unmasked Estep 
Score: -22555060.000000 Penalty: 5946.583008
	Iteration 78Q: 3 clusters Score -2.255506e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 128682 members 
Entering Unmasked Estep 
Score: -22555212.000000 Penalty: 5946.583008
	Iteration 79Q: 3 clusters Score -2.255521e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 129143 members 
Entering Unmasked Estep 
Score: -22555230.000000 Penalty: 5946.583008
	Iteration 80F: 3 clusters Score -2.255523e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 129564 members 
Entering Unmasked Estep 
Score: -22555298.000000 Penalty: 5946.583008
	Iteration 81Q: 3 clusters Score -2.25553e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 129945 members 
Entering Unmasked Estep 
Score: -22555306.000000 Penalty: 5946.583008
	Iteration 82Q: 3 clusters Score -2.255531e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 130295 members 
Entering Unmasked Estep 
Score: -22555392.000000 Penalty: 5946.583008
	Iteration 83Q: 3 clusters Score -2.255539e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 130610 members 
Entering Unmasked Estep 
Score: -22555446.000000 Penalty: 5946.583008
	Iteration 84Q: 3 clusters Score -2.255545e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 130911 members 
Entering Unmasked Estep 
Score: -22555470.000000 Penalty: 5946.583008
	Iteration 85Q: 3 clusters Score -2.255547e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 131172 members 
Entering Unmasked Estep 
Score: -22555552.000000 Penalty: 5946.583008
	Iteration 86Q: 3 clusters Score -2.255555e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 131446 members 
Entering Unmasked Estep 
Score: -22555560.000000 Penalty: 5946.583008
	Iteration 87Q: 3 clusters Score -2.255556e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 131675 members 
Entering Unmasked Estep 
Score: -22555614.000000 Penalty: 5946.583008
	Iteration 88Q: 3 clusters Score -2.255561e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 131908 members 
Entering Unmasked Estep 
Score: -22555646.000000 Penalty: 5946.583008
	Iteration 89Q: 3 clusters Score -2.255565e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 132114 members 
Entering Unmasked Estep 
Score: -22555718.000000 Penalty: 5946.583008
	Iteration 90Q: 3 clusters Score -2.255572e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 132289 members 
Entering Unmasked Estep 
Score: -22555756.000000 Penalty: 5946.583008
	Iteration 91Q: 3 clusters Score -2.255576e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 132471 members 
Entering Unmasked Estep 
Score: -22555750.000000 Penalty: 5946.583008
	Iteration 92Q: 3 clusters Score -2.255575e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 132642 members 
Entering Unmasked Estep 
Score: -22555786.000000 Penalty: 5946.583008
	Iteration 93Q: 3 clusters Score -2.255579e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 132821 members 
Entering Unmasked Estep 
Score: -22555812.000000 Penalty: 5946.583008
	Iteration 94Q: 3 clusters Score -2.255581e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 133002 members 
Entering Unmasked Estep 
Score: -22555844.000000 Penalty: 5946.583008
	Iteration 95Q: 3 clusters Score -2.255584e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 133188 members 
Entering Unmasked Estep 
Score: -22555852.000000 Penalty: 5946.583008
	Iteration 96Q: 3 clusters Score -2.255585e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 133356 members 
Entering Unmasked Estep 
Score: -22555944.000000 Penalty: 5946.583008
	Iteration 97Q: 3 clusters Score -2.255594e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 133510 members 
Entering Unmasked Estep 
Score: -22555962.000000 Penalty: 5946.583008
	Iteration 98Q: 3 clusters Score -2.255596e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 133664 members 
Entering Unmasked Estep 
Score: -22555938.000000 Penalty: 5946.583008
	Iteration 99Q: 3 clusters Score -2.255594e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 133798 members 
Entering Unmasked Estep 
Score: -22555966.000000 Penalty: 5946.583008
	Iteration 100F: 3 clusters Score -2.255597e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 133931 members 
Entering Unmasked Estep 
Score: -22556020.000000 Penalty: 5946.583008
	Iteration 101Q: 3 clusters Score -2.255602e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 134054 members 
Entering Unmasked Estep 
Score: -22556038.000000 Penalty: 5946.583008
	Iteration 102Q: 3 clusters Score -2.255604e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 134191 members 
Entering Unmasked Estep 
Score: -22556068.000000 Penalty: 5946.583008
	Iteration 103Q: 3 clusters Score -2.255607e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 134326 members 
Entering Unmasked Estep 
Score: -22556074.000000 Penalty: 5946.583008
	Iteration 104Q: 3 clusters Score -2.255607e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 134440 members 
Entering Unmasked Estep 
Score: -22556126.000000 Penalty: 5946.583008
	Iteration 105Q: 3 clusters Score -2.255613e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 134562 members 
Entering Unmasked Estep 
Score: -22556144.000000 Penalty: 5946.583008
	Iteration 106Q: 3 clusters Score -2.255614e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 134682 members 
Entering Unmasked Estep 
Score: -22556150.000000 Penalty: 5946.583008
	Iteration 107Q: 3 clusters Score -2.255615e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 134788 members 
Entering Unmasked Estep 
Score: -22556190.000000 Penalty: 5946.583008
	Iteration 108Q: 3 clusters Score -2.255619e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 134883 members 
Entering Unmasked Estep 
Score: -22556192.000000 Penalty: 5946.583008
	Iteration 109Q: 3 clusters Score -2.255619e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 134969 members 
Entering Unmasked Estep 
Score: -22556192.000000 Penalty: 5946.583008
	Iteration 110Q: 3 clusters Score -2.255619e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 135063 members 
Entering Unmasked Estep 
Score: -22556172.000000 Penalty: 5946.583008
	Iteration 111Q: 3 clusters Score -2.255617e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 135144 members 
Entering Unmasked Estep 
Score: -22556204.000000 Penalty: 5946.583008
	Iteration 112Q: 3 clusters Score -2.25562e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 135214 members 
Entering Unmasked Estep 
Score: -22556228.000000 Penalty: 5946.583008
	Iteration 113Q: 3 clusters Score -2.255623e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 135278 members 
Entering Unmasked Estep 
Score: -22556232.000000 Penalty: 5946.583008
	Iteration 114Q: 3 clusters Score -2.255623e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 135340 members 
Entering Unmasked Estep 
Score: -22556234.000000 Penalty: 5946.583008
	Iteration 115Q: 3 clusters Score -2.255623e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 135406 members 
Entering Unmasked Estep 
Score: -22556242.000000 Penalty: 5946.583008
	Iteration 116Q: 3 clusters Score -2.255624e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 135475 members 
Entering Unmasked Estep 
Score: -22556220.000000 Penalty: 5946.583008
	Iteration 117Q: 3 clusters Score -2.255622e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 135551 members 
Entering Unmasked Estep 
Score: -22556242.000000 Penalty: 5946.583008
	Iteration 118Q: 3 clusters Score -2.255624e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 135621 members 
Entering Unmasked Estep 
Score: -22556252.000000 Penalty: 5946.583008
	Iteration 119Q: 3 clusters Score -2.255625e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 135696 members 
Entering Unmasked Estep 
Score: -22556262.000000 Penalty: 5946.583008
	Iteration 120F: 3 clusters Score -2.255626e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 135762 members 
Entering Unmasked Estep 
Score: -22556266.000000 Penalty: 5946.583008
	Iteration 121Q: 3 clusters Score -2.255627e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 135830 members 
Entering Unmasked Estep 
Score: -22556282.000000 Penalty: 5946.583008
	Iteration 122Q: 3 clusters Score -2.255628e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 135893 members 
Entering Unmasked Estep 
Score: -22556298.000000 Penalty: 5946.583008
	Iteration 123Q: 3 clusters Score -2.25563e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 135974 members 
Entering Unmasked Estep 
Score: -22556314.000000 Penalty: 5946.583008
	Iteration 124Q: 3 clusters Score -2.255631e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 136039 members 
Entering Unmasked Estep 
Score: -22556324.000000 Penalty: 5946.583008
	Iteration 125Q: 3 clusters Score -2.255632e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 136100 members 
Entering Unmasked Estep 
Score: -22556318.000000 Penalty: 5946.583008
	Iteration 126Q: 3 clusters Score -2.255632e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 136146 members 
Entering Unmasked Estep 
Score: -22556306.000000 Penalty: 5946.583008
	Iteration 127Q: 3 clusters Score -2.255631e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 136197 members 
Entering Unmasked Estep 
Score: -22556312.000000 Penalty: 5946.583008
	Iteration 128Q: 3 clusters Score -2.255631e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 136262 members 
Entering Unmasked Estep 
Score: -22556324.000000 Penalty: 5946.583008
	Iteration 129Q: 3 clusters Score -2.255632e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 136328 members 
Entering Unmasked Estep 
Score: -22556326.000000 Penalty: 5946.583008
	Iteration 130Q: 3 clusters Score -2.255633e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 136401 members 
Entering Unmasked Estep 
Score: -22556350.000000 Penalty: 5946.583008
	Iteration 131Q: 3 clusters Score -2.255635e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 136467 members 
Entering Unmasked Estep 
Score: -22556336.000000 Penalty: 5946.583008
	Iteration 132Q: 3 clusters Score -2.255634e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 136534 members 
Entering Unmasked Estep 
Score: -22556356.000000 Penalty: 5946.583008
	Iteration 133Q: 3 clusters Score -2.255636e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 136600 members 
Entering Unmasked Estep 
Score: -22556360.000000 Penalty: 5946.583008
	Iteration 134Q: 3 clusters Score -2.255636e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 136665 members 
Entering Unmasked Estep 
Score: -22556378.000000 Penalty: 5946.583008
	Iteration 135Q: 3 clusters Score -2.255638e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 136737 members 
Entering Unmasked Estep 
Score: -22556382.000000 Penalty: 5946.583008
	Iteration 136Q: 3 clusters Score -2.255638e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 136806 members 
Entering Unmasked Estep 
Score: -22556392.000000 Penalty: 5946.583008
	Iteration 137Q: 3 clusters Score -2.255639e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 136865 members 
Entering Unmasked Estep 
Score: -22556392.000000 Penalty: 5946.583008
	Iteration 138Q: 3 clusters Score -2.255639e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 136927 members 
Entering Unmasked Estep 
Score: -22556414.000000 Penalty: 5946.583008
	Iteration 139Q: 3 clusters Score -2.255641e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 136980 members 
Entering Unmasked Estep 
Score: -22556422.000000 Penalty: 5946.583008
	Iteration 140F: 3 clusters Score -2.255642e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 137019 members 
Entering Unmasked Estep 
Score: -22556418.000000 Penalty: 5946.583008
	Iteration 141Q: 3 clusters Score -2.255642e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 137059 members 
Entering Unmasked Estep 
Score: -22556422.000000 Penalty: 5946.583008
	Iteration 142Q: 3 clusters Score -2.255642e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 137093 members 
Entering Unmasked Estep 
Score: -22556434.000000 Penalty: 5946.583008
	Iteration 143Q: 3 clusters Score -2.255643e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 137119 members 
Entering Unmasked Estep 
Score: -22556438.000000 Penalty: 5946.583008
	Iteration 144Q: 3 clusters Score -2.255644e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 137141 members 
Entering Unmasked Estep 
Score: -22556438.000000 Penalty: 5946.583008
	Iteration 145Q: 3 clusters Score -2.255644e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 137162 members 
Entering Unmasked Estep 
Score: -22556434.000000 Penalty: 5946.583008
	Iteration 146Q: 3 clusters Score -2.255643e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 137176 members 
Entering Unmasked Estep 
Score: -22556440.000000 Penalty: 5946.583008
	Iteration 147Q: 3 clusters Score -2.255644e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 137194 members 
Entering Unmasked Estep 
Score: -22556446.000000 Penalty: 5946.583008
	Iteration 148Q: 3 clusters Score -2.255645e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 137213 members 
Entering Unmasked Estep 
Score: -22556470.000000 Penalty: 5946.583008
	Iteration 149Q: 3 clusters Score -2.255647e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 137224 members 
Entering Unmasked Estep 
Score: -22556458.000000 Penalty: 5946.583008
	Iteration 150Q: 3 clusters Score -2.255646e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 137240 members 
Entering Unmasked Estep 
Score: -22556454.000000 Penalty: 5946.583008
	Iteration 151Q: 3 clusters Score -2.255645e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 137251 members 
Entering Unmasked Estep 
Score: -22556458.000000 Penalty: 5946.583008
	Iteration 152Q: 3 clusters Score -2.255646e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 137268 members 
Entering Unmasked Estep 
Score: -22556460.000000 Penalty: 5946.583008
	Iteration 153Q: 3 clusters Score -2.255646e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 137280 members 
Entering Unmasked Estep 
Score: -22556446.000000 Penalty: 5946.583008
	Iteration 154Q: 3 clusters Score -2.255645e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 137292 members 
Entering Unmasked Estep 
Score: -22556470.000000 Penalty: 5946.583008
	Iteration 155Q: 3 clusters Score -2.255647e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 137306 members 
Entering Unmasked Estep 
Score: -22556430.000000 Penalty: 5946.583008
	Iteration 156Q: 3 clusters Score -2.255643e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 137320 members 
Entering Unmasked Estep 
Score: -22556442.000000 Penalty: 5946.583008
	Iteration 157Q: 3 clusters Score -2.255644e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 137332 members 
Entering Unmasked Estep 
Score: -22556452.000000 Penalty: 5946.583008
	Iteration 158Q: 3 clusters Score -2.255645e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 137348 members 
Entering Unmasked Estep 
Score: -22556434.000000 Penalty: 5946.583008
	Iteration 159Q: 3 clusters Score -2.255643e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 137365 members 
Entering Unmasked Estep 
Score: -22556420.000000 Penalty: 5946.583008
	Iteration 160F: 3 clusters Score -2.255642e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 137378 members 
Entering Unmasked Estep 
Score: -22556412.000000 Penalty: 5946.583008
	Iteration 161Q: 3 clusters Score -2.255641e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 137392 members 
Entering Unmasked Estep 
Score: -22556424.000000 Penalty: 5946.583008
	Iteration 162Q: 3 clusters Score -2.255642e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 137408 members 
Entering Unmasked Estep 
Score: -22556434.000000 Penalty: 5946.583008
	Iteration 163Q: 3 clusters Score -2.255643e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 137427 members 
Entering Unmasked Estep 
Score: -22556426.000000 Penalty: 5946.583008
	Iteration 164Q: 3 clusters Score -2.255643e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 137447 members 
Entering Unmasked Estep 
Score: -22556428.000000 Penalty: 5946.583008
	Iteration 165Q: 3 clusters Score -2.255643e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 137461 members 
Entering Unmasked Estep 
Score: -22556436.000000 Penalty: 5946.583008
	Iteration 166Q: 3 clusters Score -2.255644e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 137471 members 
Entering Unmasked Estep 
Score: -22556426.000000 Penalty: 5946.583008
	Iteration 167Q: 3 clusters Score -2.255643e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 137486 members 
Entering Unmasked Estep 
Score: -22556406.000000 Penalty: 5946.583008
	Iteration 168Q: 3 clusters Score -2.255641e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 137502 members 
Entering Unmasked Estep 
Score: -22556396.000000 Penalty: 5946.583008
	Iteration 169Q: 3 clusters Score -2.25564e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 137520 members 
Entering Unmasked Estep 
Score: -22556406.000000 Penalty: 5946.583008
	Iteration 170Q: 3 clusters Score -2.255641e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 137536 members 
Entering Unmasked Estep 
Score: -22556434.000000 Penalty: 5946.583008
	Iteration 171Q: 3 clusters Score -2.255643e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 137543 members 
Entering Unmasked Estep 
Score: -22556430.000000 Penalty: 5946.583008
	Iteration 172Q: 3 clusters Score -2.255643e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 137554 members 
Entering Unmasked Estep 
Score: -22556442.000000 Penalty: 5946.583008
	Iteration 173Q: 3 clusters Score -2.255644e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 137566 members 
Entering Unmasked Estep 
Score: -22556438.000000 Penalty: 5946.583008
	Iteration 174Q: 3 clusters Score -2.255644e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 137575 members 
Entering Unmasked Estep 
Score: -22556428.000000 Penalty: 5946.583008
	Iteration 175Q: 3 clusters Score -2.255643e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 137585 members 
Entering Unmasked Estep 
Score: -22556410.000000 Penalty: 5946.583008
	Iteration 176Q: 3 clusters Score -2.255641e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 137599 members 
Entering Unmasked Estep 
Score: -22556418.000000 Penalty: 5946.583008
	Iteration 177Q: 3 clusters Score -2.255642e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 137608 members 
Entering Unmasked Estep 
Score: -22556422.000000 Penalty: 5946.583008
	Iteration 178Q: 3 clusters Score -2.255642e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 137618 members 
Entering Unmasked Estep 
Score: -22556418.000000 Penalty: 5946.583008
	Iteration 179Q: 3 clusters Score -2.255642e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 137626 members 
Entering Unmasked Estep 
Score: -22556432.000000 Penalty: 5946.583008
	Iteration 180F: 3 clusters Score -2.255643e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 137632 members 
Entering Unmasked Estep 
Score: -22556448.000000 Penalty: 5946.583008
	Iteration 181Q: 3 clusters Score -2.255645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 137636 members 
Entering Unmasked Estep 
Score: -22556444.000000 Penalty: 5946.583008
	Iteration 182Q: 3 clusters Score -2.255644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 137637 members 
Entering Unmasked Estep 
Score: -22556452.000000 Penalty: 5946.583008
	Iteration 183Q: 3 clusters Score -2.255645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 137640 members 
Entering Unmasked Estep 
Score: -22556444.000000 Penalty: 5946.583008
	Iteration 184Q: 3 clusters Score -2.255644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 137645 members 
Entering Unmasked Estep 
Score: -22556442.000000 Penalty: 5946.583008
	Iteration 185Q: 3 clusters Score -2.255644e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 137650 members 
Entering Unmasked Estep 
Score: -22556452.000000 Penalty: 5946.583008
	Iteration 186Q: 3 clusters Score -2.255645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 137655 members 
Entering Unmasked Estep 
Score: -22556458.000000 Penalty: 5946.583008
	Iteration 187Q: 3 clusters Score -2.255646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 137660 members 
Entering Unmasked Estep 
Score: -22556444.000000 Penalty: 5946.583008
	Iteration 188Q: 3 clusters Score -2.255644e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 137668 members 
Entering Unmasked Estep 
Score: -22556428.000000 Penalty: 5946.583008
	Iteration 189Q: 3 clusters Score -2.255643e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 137675 members 
Entering Unmasked Estep 
Score: -22556438.000000 Penalty: 5946.583008
	Iteration 190Q: 3 clusters Score -2.255644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 137680 members 
Entering Unmasked Estep 
Score: -22556436.000000 Penalty: 5946.583008
	Iteration 191Q: 3 clusters Score -2.255644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 137683 members 
Entering Unmasked Estep 
Score: -22556448.000000 Penalty: 5946.583008
	Iteration 192Q: 3 clusters Score -2.255645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 137684 members 
Entering Unmasked Estep 
Score: -22556442.000000 Penalty: 5946.583008
	Iteration 193Q: 3 clusters Score -2.255644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 137685 members 
Entering Unmasked Estep 
Score: -22556440.000000 Penalty: 5946.583008
	Iteration 194Q: 3 clusters Score -2.255644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 137685 members 
Entering Unmasked Estep 
Score: -22556452.000000 Penalty: 5946.583008
	Iteration 195Q: 3 clusters Score -2.255645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 137689 members 
Entering Unmasked Estep 
Score: -22556450.000000 Penalty: 5946.583008
	Iteration 196Q: 3 clusters Score -2.255645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 137693 members 
Entering Unmasked Estep 
Score: -22556452.000000 Penalty: 5946.583008
	Iteration 197Q: 3 clusters Score -2.255645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 137697 members 
Entering Unmasked Estep 
Score: -22556456.000000 Penalty: 5946.583008
	Iteration 198Q: 3 clusters Score -2.255646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 137701 members 
Entering Unmasked Estep 
Score: -22556462.000000 Penalty: 5946.583008
	Iteration 199Q: 3 clusters Score -2.255646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 137704 members 
Entering Unmasked Estep 
Score: -22556460.000000 Penalty: 5946.583008
	Iteration 200F: 3 clusters Score -2.255646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 137707 members 
Entering Unmasked Estep 
Score: -22556466.000000 Penalty: 5946.583008
	Iteration 201Q: 3 clusters Score -2.255647e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 137708 members 
Entering Unmasked Estep 
Score: -22556464.000000 Penalty: 5946.583008
	Iteration 202Q: 3 clusters Score -2.255646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 137710 members 
Entering Unmasked Estep 
Score: -22556478.000000 Penalty: 5946.583008
	Iteration 203Q: 3 clusters Score -2.255648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 137712 members 
Entering Unmasked Estep 
Score: -22556486.000000 Penalty: 5946.583008
	Iteration 204Q: 3 clusters Score -2.255649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 137715 members 
Entering Unmasked Estep 
Score: -22556484.000000 Penalty: 5946.583008
	Iteration 205Q: 3 clusters Score -2.255648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 137716 members 
Entering Unmasked Estep 
Score: -22556486.000000 Penalty: 5946.583008
	Iteration 206Q: 3 clusters Score -2.255649e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 137716 members 
Entering Unmasked Estep 
Score: -22556486.000000 Penalty: 5946.583008
	Iteration 207F: 3 clusters Score -2.255649e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -80672.554688 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -80672.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -79027.210938 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -79027.21 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -79191.304688 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -79191.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -79285.953125 Penalty: 3174.527832
	Iteration 2F: 3 clusters Score -79285.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -79341.046875 Penalty: 3174.527832
	Iteration 3Q: 3 clusters Score -79341.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -79371.718750 Penalty: 3174.527832
	Iteration 4Q: 3 clusters Score -79371.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -79395.054688 Penalty: 3174.527832
	Iteration 5Q: 3 clusters Score -79395.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -79404.960938 Penalty: 3174.527832
	Iteration 6Q: 3 clusters Score -79404.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -79408.203125 Penalty: 3174.527832
	Iteration 7Q: 3 clusters Score -79408.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -79411.656250 Penalty: 3174.527832
	Iteration 8Q: 3 clusters Score -79411.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -79420.109375 Penalty: 3174.527832
	Iteration 9Q: 3 clusters Score -79420.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -79422.125000 Penalty: 3174.527832
	Iteration 10Q: 3 clusters Score -79422.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -79427.257812 Penalty: 3174.527832
	Iteration 11Q: 3 clusters Score -79427.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -79432.765625 Penalty: 3174.527832
	Iteration 12Q: 3 clusters Score -79432.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -79448.921875 Penalty: 3174.527832
	Iteration 13Q: 3 clusters Score -79448.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -79453.382812 Penalty: 3174.527832
	Iteration 14Q: 3 clusters Score -79453.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -79458.429688 Penalty: 3174.527832
	Iteration 15Q: 3 clusters Score -79458.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -79458.851562 Penalty: 3174.527832
	Iteration 16Q: 3 clusters Score -79458.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -79458.851562 Penalty: 3174.527832
	Iteration 17F: 3 clusters Score -79458.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (167909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167909 members 
Entering Unmasked Estep 
Score: -23400116.000000 Penalty: 2983.731934
	Iteration 0F: 2 clusters Score -2.340012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83715 members 
Mstep: Class 2 contains 84194 members 
Entering Unmasked Estep 
Score: -23293988.000000 Penalty: 5967.463867
	Iteration 0F: 3 clusters Score -2.329399e+07 nChanged 80289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82182 members 
Mstep: Class 2 contains 85727 members 
Entering Unmasked Estep 
Score: -23340586.000000 Penalty: 5967.463867
	Iteration 1F: 3 clusters Score -2.334059e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81378 members 
Mstep: Class 2 contains 86531 members 
Entering Unmasked Estep 
Score: -23341746.000000 Penalty: 5967.463867
	Iteration 2Q: 3 clusters Score -2.334175e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80150 members 
Mstep: Class 2 contains 87759 members 
Entering Unmasked Estep 
Score: -23342838.000000 Penalty: 5967.463867
	Iteration 3Q: 3 clusters Score -2.334284e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78146 members 
Mstep: Class 2 contains 89763 members 
Entering Unmasked Estep 
Score: -23344306.000000 Penalty: 5967.463867
	Iteration 4Q: 3 clusters Score -2.334431e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75076 members 
Mstep: Class 2 contains 92833 members 
Entering Unmasked Estep 
Score: -23346424.000000 Penalty: 5967.463867
	Iteration 5Q: 3 clusters Score -2.334642e+07 nChanged 7341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70671 members 
Mstep: Class 2 contains 97238 members 
Entering Unmasked Estep 
Score: -23349888.000000 Penalty: 5967.463867
	Iteration 6Q: 3 clusters Score -2.334989e+07 nChanged 8798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64623 members 
Mstep: Class 2 contains 103286 members 
Entering Unmasked Estep 
Score: -23355524.000000 Penalty: 5967.463867
	Iteration 7F: 3 clusters Score -2.335552e+07 nChanged 9839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57300 members 
Mstep: Class 2 contains 110609 members 
Entering Unmasked Estep 
Score: -23363042.000000 Penalty: 5967.463867
	Iteration 8F: 3 clusters Score -2.336304e+07 nChanged 10401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49377 members 
Mstep: Class 2 contains 118532 members 
Entering Unmasked Estep 
Score: -23371086.000000 Penalty: 5967.463867
	Iteration 9F: 3 clusters Score -2.337109e+07 nChanged 9605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 125827 members 
Entering Unmasked Estep 
Score: -23377686.000000 Penalty: 5967.463867
	Iteration 10F: 3 clusters Score -2.337769e+07 nChanged 8312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 132243 members 
Entering Unmasked Estep 
Score: -23382610.000000 Penalty: 5967.463867
	Iteration 11Q: 3 clusters Score -2.338261e+07 nChanged 6691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 137726 members 
Entering Unmasked Estep 
Score: -23386328.000000 Penalty: 5967.463867
	Iteration 12Q: 3 clusters Score -2.338633e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 142427 members 
Entering Unmasked Estep 
Score: -23389214.000000 Penalty: 5967.463867
	Iteration 13Q: 3 clusters Score -2.338921e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 146392 members 
Entering Unmasked Estep 
Score: -23391292.000000 Penalty: 5967.463867
	Iteration 14Q: 3 clusters Score -2.339129e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 149872 members 
Entering Unmasked Estep 
Score: -23393252.000000 Penalty: 5967.463867
	Iteration 15Q: 3 clusters Score -2.339325e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 152814 members 
Entering Unmasked Estep 
Score: -23394830.000000 Penalty: 5967.463867
	Iteration 16Q: 3 clusters Score -2.339483e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 155273 members 
Entering Unmasked Estep 
Score: -23396006.000000 Penalty: 5967.463867
	Iteration 17Q: 3 clusters Score -2.339601e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 157424 members 
Entering Unmasked Estep 
Score: -23396748.000000 Penalty: 5967.463867
	Iteration 18Q: 3 clusters Score -2.339675e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 159138 members 
Entering Unmasked Estep 
Score: -23397314.000000 Penalty: 5967.463867
	Iteration 19Q: 3 clusters Score -2.339731e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 160525 members 
Entering Unmasked Estep 
Score: -23397732.000000 Penalty: 5967.463867
	Iteration 20F: 3 clusters Score -2.339773e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 161576 members 
Entering Unmasked Estep 
Score: -23398002.000000 Penalty: 5967.463867
	Iteration 21Q: 3 clusters Score -2.3398e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 162393 members 
Entering Unmasked Estep 
Score: -23398258.000000 Penalty: 5967.463867
	Iteration 22Q: 3 clusters Score -2.339826e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 163018 members 
Entering Unmasked Estep 
Score: -23398368.000000 Penalty: 5967.463867
	Iteration 23Q: 3 clusters Score -2.339837e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 163558 members 
Entering Unmasked Estep 
Score: -23398414.000000 Penalty: 5967.463867
	Iteration 24Q: 3 clusters Score -2.339841e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 164030 members 
Entering Unmasked Estep 
Score: -23398456.000000 Penalty: 5967.463867
	Iteration 25Q: 3 clusters Score -2.339846e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 164380 members 
Entering Unmasked Estep 
Score: -23398552.000000 Penalty: 5967.463867
	Iteration 26Q: 3 clusters Score -2.339855e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 164658 members 
Entering Unmasked Estep 
Score: -23398554.000000 Penalty: 5967.463867
	Iteration 27Q: 3 clusters Score -2.339855e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 164893 members 
Entering Unmasked Estep 
Score: -23398606.000000 Penalty: 5967.463867
	Iteration 28Q: 3 clusters Score -2.339861e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 165098 members 
Entering Unmasked Estep 
Score: -23398732.000000 Penalty: 5967.463867
	Iteration 29Q: 3 clusters Score -2.339873e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 165251 members 
Entering Unmasked Estep 
Score: -23398838.000000 Penalty: 5967.463867
	Iteration 30Q: 3 clusters Score -2.339884e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 165387 members 
Entering Unmasked Estep 
Score: -23398974.000000 Penalty: 5967.463867
	Iteration 31Q: 3 clusters Score -2.339897e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 165482 members 
Entering Unmasked Estep 
Score: -23399066.000000 Penalty: 5967.463867
	Iteration 32Q: 3 clusters Score -2.339907e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 165556 members 
Entering Unmasked Estep 
Score: -23399136.000000 Penalty: 5967.463867
	Iteration 33Q: 3 clusters Score -2.339914e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 165600 members 
Entering Unmasked Estep 
Score: -23399184.000000 Penalty: 5967.463867
	Iteration 34Q: 3 clusters Score -2.339918e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 165619 members 
Entering Unmasked Estep 
Score: -23399216.000000 Penalty: 5967.463867
	Iteration 35Q: 3 clusters Score -2.339922e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 165630 members 
Entering Unmasked Estep 
Score: -23399254.000000 Penalty: 5967.463867
	Iteration 36Q: 3 clusters Score -2.339925e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 165633 members 
Entering Unmasked Estep 
Score: -23399284.000000 Penalty: 5967.463867
	Iteration 37Q: 3 clusters Score -2.339928e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 165641 members 
Entering Unmasked Estep 
Score: -23399344.000000 Penalty: 5967.463867
	Iteration 38Q: 3 clusters Score -2.339934e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 165640 members 
Entering Unmasked Estep 
Score: -23399354.000000 Penalty: 5967.463867
	Iteration 39Q: 3 clusters Score -2.339935e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 165645 members 
Entering Unmasked Estep 
Score: -23399352.000000 Penalty: 5967.463867
	Iteration 40F: 3 clusters Score -2.339935e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 165648 members 
Entering Unmasked Estep 
Score: -23399348.000000 Penalty: 5967.463867
	Iteration 41Q: 3 clusters Score -2.339935e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 165662 members 
Entering Unmasked Estep 
Score: -23399336.000000 Penalty: 5967.463867
	Iteration 42Q: 3 clusters Score -2.339934e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 165659 members 
Entering Unmasked Estep 
Score: -23399354.000000 Penalty: 5967.463867
	Iteration 43Q: 3 clusters Score -2.339935e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 165653 members 
Entering Unmasked Estep 
Score: -23399362.000000 Penalty: 5967.463867
	Iteration 44Q: 3 clusters Score -2.339936e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 165645 members 
Entering Unmasked Estep 
Score: -23399372.000000 Penalty: 5967.463867
	Iteration 45Q: 3 clusters Score -2.339937e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 165641 members 
Entering Unmasked Estep 
Score: -23399414.000000 Penalty: 5967.463867
	Iteration 46Q: 3 clusters Score -2.339941e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 165636 members 
Entering Unmasked Estep 
Score: -23399432.000000 Penalty: 5967.463867
	Iteration 47Q: 3 clusters Score -2.339943e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 165628 members 
Entering Unmasked Estep 
Score: -23399436.000000 Penalty: 5967.463867
	Iteration 48Q: 3 clusters Score -2.339944e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 165614 members 
Entering Unmasked Estep 
Score: -23399452.000000 Penalty: 5967.463867
	Iteration 49Q: 3 clusters Score -2.339945e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 165607 members 
Entering Unmasked Estep 
Score: -23399454.000000 Penalty: 5967.463867
	Iteration 50Q: 3 clusters Score -2.339945e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 165599 members 
Entering Unmasked Estep 
Score: -23399466.000000 Penalty: 5967.463867
	Iteration 51Q: 3 clusters Score -2.339947e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 165597 members 
Entering Unmasked Estep 
Score: -23399488.000000 Penalty: 5967.463867
	Iteration 52Q: 3 clusters Score -2.339949e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 165581 members 
Entering Unmasked Estep 
Score: -23399522.000000 Penalty: 5967.463867
	Iteration 53Q: 3 clusters Score -2.339952e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 165566 members 
Entering Unmasked Estep 
Score: -23399534.000000 Penalty: 5967.463867
	Iteration 54Q: 3 clusters Score -2.339953e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 165557 members 
Entering Unmasked Estep 
Score: -23399544.000000 Penalty: 5967.463867
	Iteration 55Q: 3 clusters Score -2.339954e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 165545 members 
Entering Unmasked Estep 
Score: -23399546.000000 Penalty: 5967.463867
	Iteration 56Q: 3 clusters Score -2.339955e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 165539 members 
Entering Unmasked Estep 
Score: -23399552.000000 Penalty: 5967.463867
	Iteration 57Q: 3 clusters Score -2.339955e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 165535 members 
Entering Unmasked Estep 
Score: -23399574.000000 Penalty: 5967.463867
	Iteration 58Q: 3 clusters Score -2.339957e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 165532 members 
Entering Unmasked Estep 
Score: -23399558.000000 Penalty: 5967.463867
	Iteration 59Q: 3 clusters Score -2.339956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 165533 members 
Entering Unmasked Estep 
Score: -23399558.000000 Penalty: 5967.463867
	Iteration 60F: 3 clusters Score -2.339956e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 165536 members 
Entering Unmasked Estep 
Score: -23399550.000000 Penalty: 5967.463867
	Iteration 61Q: 3 clusters Score -2.339955e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 165530 members 
Entering Unmasked Estep 
Score: -23399562.000000 Penalty: 5967.463867
	Iteration 62Q: 3 clusters Score -2.339956e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 165518 members 
Entering Unmasked Estep 
Score: -23399592.000000 Penalty: 5967.463867
	Iteration 63Q: 3 clusters Score -2.339959e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 165514 members 
Entering Unmasked Estep 
Score: -23399582.000000 Penalty: 5967.463867
	Iteration 64Q: 3 clusters Score -2.339958e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 165502 members 
Entering Unmasked Estep 
Score: -23399584.000000 Penalty: 5967.463867
	Iteration 65Q: 3 clusters Score -2.339958e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 165489 members 
Entering Unmasked Estep 
Score: -23399620.000000 Penalty: 5967.463867
	Iteration 66Q: 3 clusters Score -2.339962e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 165476 members 
Entering Unmasked Estep 
Score: -23399612.000000 Penalty: 5967.463867
	Iteration 67Q: 3 clusters Score -2.339961e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 165461 members 
Entering Unmasked Estep 
Score: -23399630.000000 Penalty: 5967.463867
	Iteration 68Q: 3 clusters Score -2.339963e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 165451 members 
Entering Unmasked Estep 
Score: -23399626.000000 Penalty: 5967.463867
	Iteration 69Q: 3 clusters Score -2.339963e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 165438 members 
Entering Unmasked Estep 
Score: -23399642.000000 Penalty: 5967.463867
	Iteration 70Q: 3 clusters Score -2.339964e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 165427 members 
Entering Unmasked Estep 
Score: -23399678.000000 Penalty: 5967.463867
	Iteration 71Q: 3 clusters Score -2.339968e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 165420 members 
Entering Unmasked Estep 
Score: -23399662.000000 Penalty: 5967.463867
	Iteration 72Q: 3 clusters Score -2.339966e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 165418 members 
Entering Unmasked Estep 
Score: -23399668.000000 Penalty: 5967.463867
	Iteration 73Q: 3 clusters Score -2.339967e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 165410 members 
Entering Unmasked Estep 
Score: -23399672.000000 Penalty: 5967.463867
	Iteration 74Q: 3 clusters Score -2.339967e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 165406 members 
Entering Unmasked Estep 
Score: -23399716.000000 Penalty: 5967.463867
	Iteration 75Q: 3 clusters Score -2.339972e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 165401 members 
Entering Unmasked Estep 
Score: -23399714.000000 Penalty: 5967.463867
	Iteration 76Q: 3 clusters Score -2.339971e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 165396 members 
Entering Unmasked Estep 
Score: -23399694.000000 Penalty: 5967.463867
	Iteration 77Q: 3 clusters Score -2.339969e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 165393 members 
Entering Unmasked Estep 
Score: -23399706.000000 Penalty: 5967.463867
	Iteration 78Q: 3 clusters Score -2.339971e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 165388 members 
Entering Unmasked Estep 
Score: -23399728.000000 Penalty: 5967.463867
	Iteration 79Q: 3 clusters Score -2.339973e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 165384 members 
Entering Unmasked Estep 
Score: -23399710.000000 Penalty: 5967.463867
	Iteration 80F: 3 clusters Score -2.339971e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 165377 members 
Entering Unmasked Estep 
Score: -23399708.000000 Penalty: 5967.463867
	Iteration 81Q: 3 clusters Score -2.339971e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 165370 members 
Entering Unmasked Estep 
Score: -23399740.000000 Penalty: 5967.463867
	Iteration 82Q: 3 clusters Score -2.339974e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 165358 members 
Entering Unmasked Estep 
Score: -23399752.000000 Penalty: 5967.463867
	Iteration 83Q: 3 clusters Score -2.339975e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 165343 members 
Entering Unmasked Estep 
Score: -23399770.000000 Penalty: 5967.463867
	Iteration 84Q: 3 clusters Score -2.339977e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 165334 members 
Entering Unmasked Estep 
Score: -23399752.000000 Penalty: 5967.463867
	Iteration 85Q: 3 clusters Score -2.339975e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 165322 members 
Entering Unmasked Estep 
Score: -23399768.000000 Penalty: 5967.463867
	Iteration 86Q: 3 clusters Score -2.339977e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 165315 members 
Entering Unmasked Estep 
Score: -23399776.000000 Penalty: 5967.463867
	Iteration 87Q: 3 clusters Score -2.339978e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 165305 members 
Entering Unmasked Estep 
Score: -23399776.000000 Penalty: 5967.463867
	Iteration 88Q: 3 clusters Score -2.339978e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 165296 members 
Entering Unmasked Estep 
Score: -23399792.000000 Penalty: 5967.463867
	Iteration 89Q: 3 clusters Score -2.339979e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 165291 members 
Entering Unmasked Estep 
Score: -23399810.000000 Penalty: 5967.463867
	Iteration 90Q: 3 clusters Score -2.339981e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 165284 members 
Entering Unmasked Estep 
Score: -23399812.000000 Penalty: 5967.463867
	Iteration 91Q: 3 clusters Score -2.339981e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 165278 members 
Entering Unmasked Estep 
Score: -23399816.000000 Penalty: 5967.463867
	Iteration 92Q: 3 clusters Score -2.339982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 165273 members 
Entering Unmasked Estep 
Score: -23399806.000000 Penalty: 5967.463867
	Iteration 93Q: 3 clusters Score -2.339981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 165270 members 
Entering Unmasked Estep 
Score: -23399796.000000 Penalty: 5967.463867
	Iteration 94Q: 3 clusters Score -2.33998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 165268 members 
Entering Unmasked Estep 
Score: -23399804.000000 Penalty: 5967.463867
	Iteration 95Q: 3 clusters Score -2.33998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 165266 members 
Entering Unmasked Estep 
Score: -23399788.000000 Penalty: 5967.463867
	Iteration 96Q: 3 clusters Score -2.339979e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 165269 members 
Entering Unmasked Estep 
Score: -23399800.000000 Penalty: 5967.463867
	Iteration 97Q: 3 clusters Score -2.33998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 165267 members 
Entering Unmasked Estep 
Score: -23399806.000000 Penalty: 5967.463867
	Iteration 98Q: 3 clusters Score -2.339981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 165268 members 
Entering Unmasked Estep 
Score: -23399806.000000 Penalty: 5967.463867
	Iteration 99Q: 3 clusters Score -2.339981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 165267 members 
Entering Unmasked Estep 
Score: -23399822.000000 Penalty: 5967.463867
	Iteration 100F: 3 clusters Score -2.339982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 165265 members 
Entering Unmasked Estep 
Score: -23399834.000000 Penalty: 5967.463867
	Iteration 101Q: 3 clusters Score -2.339983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 165265 members 
Entering Unmasked Estep 
Score: -23399820.000000 Penalty: 5967.463867
	Iteration 102Q: 3 clusters Score -2.339982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 165265 members 
Entering Unmasked Estep 
Score: -23399814.000000 Penalty: 5967.463867
	Iteration 103Q: 3 clusters Score -2.339981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 165267 members 
Entering Unmasked Estep 
Score: -23399824.000000 Penalty: 5967.463867
	Iteration 104Q: 3 clusters Score -2.339982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 165268 members 
Entering Unmasked Estep 
Score: -23399824.000000 Penalty: 5967.463867
	Iteration 105Q: 3 clusters Score -2.339982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 165270 members 
Entering Unmasked Estep 
Score: -23399820.000000 Penalty: 5967.463867
	Iteration 106Q: 3 clusters Score -2.339982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 165268 members 
Entering Unmasked Estep 
Score: -23399814.000000 Penalty: 5967.463867
	Iteration 107Q: 3 clusters Score -2.339981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 165265 members 
Entering Unmasked Estep 
Score: -23399840.000000 Penalty: 5967.463867
	Iteration 108Q: 3 clusters Score -2.339984e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 165259 members 
Entering Unmasked Estep 
Score: -23399834.000000 Penalty: 5967.463867
	Iteration 109Q: 3 clusters Score -2.339983e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 165258 members 
Entering Unmasked Estep 
Score: -23399830.000000 Penalty: 5967.463867
	Iteration 110Q: 3 clusters Score -2.339983e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 165257 members 
Entering Unmasked Estep 
Score: -23399844.000000 Penalty: 5967.463867
	Iteration 111Q: 3 clusters Score -2.339984e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 165257 members 
Entering Unmasked Estep 
Score: -23399836.000000 Penalty: 5967.463867
	Iteration 112Q: 3 clusters Score -2.339984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 165256 members 
Entering Unmasked Estep 
Score: -23399836.000000 Penalty: 5967.463867
	Iteration 113Q: 3 clusters Score -2.339984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 165255 members 
Entering Unmasked Estep 
Score: -23399848.000000 Penalty: 5967.463867
	Iteration 114Q: 3 clusters Score -2.339985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 165254 members 
Entering Unmasked Estep 
Score: -23399850.000000 Penalty: 5967.463867
	Iteration 115Q: 3 clusters Score -2.339985e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 165254 members 
Entering Unmasked Estep 
Score: -23399850.000000 Penalty: 5967.463867
	Iteration 116F: 3 clusters Score -2.339985e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Entering Unmasked Estep 
Score: -950005.812500 Penalty: 2194.537109
	Iteration 0F: 2 clusters Score -950005.8 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 3487 members 
Entering Unmasked Estep 
Score: -944231.562500 Penalty: 4389.074219
	Iteration 0F: 3 clusters Score -944231.6 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -945653.250000 Penalty: 4389.074219
	Iteration 1F: 3 clusters Score -945653.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -945877.937500 Penalty: 4389.074219
	Iteration 2F: 3 clusters Score -945877.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -946027.000000 Penalty: 4389.074219
	Iteration 3Q: 3 clusters Score -946027 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -946168.750000 Penalty: 4389.074219
	Iteration 4Q: 3 clusters Score -946168.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -946284.312500 Penalty: 4389.074219
	Iteration 5Q: 3 clusters Score -946284.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -946385.562500 Penalty: 4389.074219
	Iteration 6Q: 3 clusters Score -946385.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -946490.375000 Penalty: 4389.074219
	Iteration 7Q: 3 clusters Score -946490.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -946611.687500 Penalty: 4389.074219
	Iteration 8Q: 3 clusters Score -946611.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -946717.187500 Penalty: 4389.074219
	Iteration 9Q: 3 clusters Score -946717.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -946825.812500 Penalty: 4389.074219
	Iteration 10Q: 3 clusters Score -946825.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -946909.000000 Penalty: 4389.074219
	Iteration 11Q: 3 clusters Score -946909 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -946998.250000 Penalty: 4389.074219
	Iteration 12Q: 3 clusters Score -946998.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -947077.312500 Penalty: 4389.074219
	Iteration 13Q: 3 clusters Score -947077.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -947145.375000 Penalty: 4389.074219
	Iteration 14Q: 3 clusters Score -947145.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -947207.187500 Penalty: 4389.074219
	Iteration 15Q: 3 clusters Score -947207.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -947247.625000 Penalty: 4389.074219
	Iteration 16Q: 3 clusters Score -947247.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -947280.937500 Penalty: 4389.074219
	Iteration 17Q: 3 clusters Score -947280.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -947314.687500 Penalty: 4389.074219
	Iteration 18Q: 3 clusters Score -947314.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -947336.250000 Penalty: 4389.074219
	Iteration 19Q: 3 clusters Score -947336.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -947356.875000 Penalty: 4389.074219
	Iteration 20F: 3 clusters Score -947356.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -947378.062500 Penalty: 4389.074219
	Iteration 21Q: 3 clusters Score -947378.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -947402.125000 Penalty: 4389.074219
	Iteration 22Q: 3 clusters Score -947402.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -947423.687500 Penalty: 4389.074219
	Iteration 23Q: 3 clusters Score -947423.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -947457.312500 Penalty: 4389.074219
	Iteration 24Q: 3 clusters Score -947457.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -947493.062500 Penalty: 4389.074219
	Iteration 25Q: 3 clusters Score -947493.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -947527.250000 Penalty: 4389.074219
	Iteration 26Q: 3 clusters Score -947527.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -947566.750000 Penalty: 4389.074219
	Iteration 27Q: 3 clusters Score -947566.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -947614.312500 Penalty: 4389.074219
	Iteration 28Q: 3 clusters Score -947614.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -947663.187500 Penalty: 4389.074219
	Iteration 29Q: 3 clusters Score -947663.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -947712.375000 Penalty: 4389.074219
	Iteration 30Q: 3 clusters Score -947712.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -947763.250000 Penalty: 4389.074219
	Iteration 31Q: 3 clusters Score -947763.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -947841.562500 Penalty: 4389.074219
	Iteration 32Q: 3 clusters Score -947841.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -947910.250000 Penalty: 4389.074219
	Iteration 33Q: 3 clusters Score -947910.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -947972.562500 Penalty: 4389.074219
	Iteration 34Q: 3 clusters Score -947972.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -948031.812500 Penalty: 4389.074219
	Iteration 35Q: 3 clusters Score -948031.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -948091.750000 Penalty: 4389.074219
	Iteration 36Q: 3 clusters Score -948091.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -948152.250000 Penalty: 4389.074219
	Iteration 37Q: 3 clusters Score -948152.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -948200.500000 Penalty: 4389.074219
	Iteration 38Q: 3 clusters Score -948200.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -948249.062500 Penalty: 4389.074219
	Iteration 39Q: 3 clusters Score -948249.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -948300.062500 Penalty: 4389.074219
	Iteration 40F: 3 clusters Score -948300.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -948338.812500 Penalty: 4389.074219
	Iteration 41Q: 3 clusters Score -948338.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -948373.562500 Penalty: 4389.074219
	Iteration 42Q: 3 clusters Score -948373.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -948410.812500 Penalty: 4389.074219
	Iteration 43Q: 3 clusters Score -948410.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -948440.312500 Penalty: 4389.074219
	Iteration 44Q: 3 clusters Score -948440.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -948470.437500 Penalty: 4389.074219
	Iteration 45Q: 3 clusters Score -948470.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -948489.062500 Penalty: 4389.074219
	Iteration 46Q: 3 clusters Score -948489.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -948506.250000 Penalty: 4389.074219
	Iteration 47Q: 3 clusters Score -948506.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -948517.875000 Penalty: 4389.074219
	Iteration 48Q: 3 clusters Score -948517.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -948535.312500 Penalty: 4389.074219
	Iteration 49Q: 3 clusters Score -948535.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -948563.750000 Penalty: 4389.074219
	Iteration 50Q: 3 clusters Score -948563.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -948594.187500 Penalty: 4389.074219
	Iteration 51Q: 3 clusters Score -948594.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -948619.375000 Penalty: 4389.074219
	Iteration 52Q: 3 clusters Score -948619.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -948650.500000 Penalty: 4389.074219
	Iteration 53Q: 3 clusters Score -948650.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -948670.812500 Penalty: 4389.074219
	Iteration 54Q: 3 clusters Score -948670.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -948688.562500 Penalty: 4389.074219
	Iteration 55Q: 3 clusters Score -948688.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -948705.000000 Penalty: 4389.074219
	Iteration 56Q: 3 clusters Score -948705 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -948726.687500 Penalty: 4389.074219
	Iteration 57Q: 3 clusters Score -948726.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -948750.875000 Penalty: 4389.074219
	Iteration 58Q: 3 clusters Score -948750.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -948774.375000 Penalty: 4389.074219
	Iteration 59Q: 3 clusters Score -948774.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -948789.625000 Penalty: 4389.074219
	Iteration 60F: 3 clusters Score -948789.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -948798.000000 Penalty: 4389.074219
	Iteration 61Q: 3 clusters Score -948798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -948811.500000 Penalty: 4389.074219
	Iteration 62Q: 3 clusters Score -948811.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -948825.625000 Penalty: 4389.074219
	Iteration 63Q: 3 clusters Score -948825.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -948838.937500 Penalty: 4389.074219
	Iteration 64Q: 3 clusters Score -948838.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -948851.250000 Penalty: 4389.074219
	Iteration 65Q: 3 clusters Score -948851.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -948858.125000 Penalty: 4389.074219
	Iteration 66Q: 3 clusters Score -948858.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -948869.437500 Penalty: 4389.074219
	Iteration 67Q: 3 clusters Score -948869.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -948876.687500 Penalty: 4389.074219
	Iteration 68Q: 3 clusters Score -948876.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -948883.687500 Penalty: 4389.074219
	Iteration 69Q: 3 clusters Score -948883.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -948891.312500 Penalty: 4389.074219
	Iteration 70Q: 3 clusters Score -948891.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -948893.187500 Penalty: 4389.074219
	Iteration 71Q: 3 clusters Score -948893.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -948895.812500 Penalty: 4389.074219
	Iteration 72Q: 3 clusters Score -948895.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -948898.125000 Penalty: 4389.074219
	Iteration 73Q: 3 clusters Score -948898.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -948903.875000 Penalty: 4389.074219
	Iteration 74Q: 3 clusters Score -948903.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -948905.437500 Penalty: 4389.074219
	Iteration 75Q: 3 clusters Score -948905.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -948906.937500 Penalty: 4389.074219
	Iteration 76Q: 3 clusters Score -948906.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -948908.312500 Penalty: 4389.074219
	Iteration 77Q: 3 clusters Score -948908.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -948907.812500 Penalty: 4389.074219
	Iteration 78Q: 3 clusters Score -948907.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -948909.250000 Penalty: 4389.074219
	Iteration 79Q: 3 clusters Score -948909.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -948907.687500 Penalty: 4389.074219
	Iteration 80F: 3 clusters Score -948907.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (129123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129123 members 
Entering Unmasked Estep 
Score: -18279442.000000 Penalty: 2918.593018
	Iteration 0F: 2 clusters Score -1.827944e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64490 members 
Mstep: Class 2 contains 64633 members 
Entering Unmasked Estep 
Score: -18197514.000000 Penalty: 5837.186035
	Iteration 0F: 3 clusters Score -1.819751e+07 nChanged 61236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63260 members 
Mstep: Class 2 contains 65863 members 
Entering Unmasked Estep 
Score: -18233236.000000 Penalty: 5837.186035
	Iteration 1F: 3 clusters Score -1.823324e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62722 members 
Mstep: Class 2 contains 66401 members 
Entering Unmasked Estep 
Score: -18234676.000000 Penalty: 5837.186035
	Iteration 2Q: 3 clusters Score -1.823468e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62194 members 
Mstep: Class 2 contains 66929 members 
Entering Unmasked Estep 
Score: -18236290.000000 Penalty: 5837.186035
	Iteration 3Q: 3 clusters Score -1.823629e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61754 members 
Mstep: Class 2 contains 67369 members 
Entering Unmasked Estep 
Score: -18238052.000000 Penalty: 5837.186035
	Iteration 4Q: 3 clusters Score -1.823805e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61420 members 
Mstep: Class 2 contains 67703 members 
Entering Unmasked Estep 
Score: -18239738.000000 Penalty: 5837.186035
	Iteration 5Q: 3 clusters Score -1.823974e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61220 members 
Mstep: Class 2 contains 67903 members 
Entering Unmasked Estep 
Score: -18241658.000000 Penalty: 5837.186035
	Iteration 6Q: 3 clusters Score -1.824166e+07 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61342 members 
Mstep: Class 2 contains 67781 members 
Entering Unmasked Estep 
Score: -18243966.000000 Penalty: 5837.186035
	Iteration 7Q: 3 clusters Score -1.824397e+07 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61747 members 
Mstep: Class 2 contains 67376 members 
Entering Unmasked Estep 
Score: -18246966.000000 Penalty: 5837.186035
	Iteration 8Q: 3 clusters Score -1.824697e+07 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62461 members 
Mstep: Class 2 contains 66662 members 
Entering Unmasked Estep 
Score: -18251232.000000 Penalty: 5837.186035
	Iteration 9F: 3 clusters Score -1.825123e+07 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63453 members 
Mstep: Class 2 contains 65670 members 
Entering Unmasked Estep 
Score: -18256956.000000 Penalty: 5837.186035
	Iteration 10F: 3 clusters Score -1.825696e+07 nChanged 7677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64506 members 
Mstep: Class 2 contains 64617 members 
Entering Unmasked Estep 
Score: -18262058.000000 Penalty: 5837.186035
	Iteration 11F: 3 clusters Score -1.826206e+07 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65343 members 
Mstep: Class 2 contains 63780 members 
Entering Unmasked Estep 
Score: -18264338.000000 Penalty: 5837.186035
	Iteration 12Q: 3 clusters Score -1.826434e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65843 members 
Mstep: Class 2 contains 63280 members 
Entering Unmasked Estep 
Score: -18265124.000000 Penalty: 5837.186035
	Iteration 13Q: 3 clusters Score -1.826512e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66207 members 
Mstep: Class 2 contains 62916 members 
Entering Unmasked Estep 
Score: -18265418.000000 Penalty: 5837.186035
	Iteration 14Q: 3 clusters Score -1.826542e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66569 members 
Mstep: Class 2 contains 62554 members 
Entering Unmasked Estep 
Score: -18265592.000000 Penalty: 5837.186035
	Iteration 15Q: 3 clusters Score -1.826559e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66904 members 
Mstep: Class 2 contains 62219 members 
Entering Unmasked Estep 
Score: -18265736.000000 Penalty: 5837.186035
	Iteration 16Q: 3 clusters Score -1.826574e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67237 members 
Mstep: Class 2 contains 61886 members 
Entering Unmasked Estep 
Score: -18265894.000000 Penalty: 5837.186035
	Iteration 17Q: 3 clusters Score -1.826589e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67542 members 
Mstep: Class 2 contains 61581 members 
Entering Unmasked Estep 
Score: -18266004.000000 Penalty: 5837.186035
	Iteration 18Q: 3 clusters Score -1.8266e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67849 members 
Mstep: Class 2 contains 61274 members 
Entering Unmasked Estep 
Score: -18266112.000000 Penalty: 5837.186035
	Iteration 19Q: 3 clusters Score -1.826611e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68113 members 
Mstep: Class 2 contains 61010 members 
Entering Unmasked Estep 
Score: -18266100.000000 Penalty: 5837.186035
	Iteration 20F: 3 clusters Score -1.82661e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68371 members 
Mstep: Class 2 contains 60752 members 
Entering Unmasked Estep 
Score: -18266128.000000 Penalty: 5837.186035
	Iteration 21Q: 3 clusters Score -1.826613e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68601 members 
Mstep: Class 2 contains 60522 members 
Entering Unmasked Estep 
Score: -18266244.000000 Penalty: 5837.186035
	Iteration 22Q: 3 clusters Score -1.826624e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68857 members 
Mstep: Class 2 contains 60266 members 
Entering Unmasked Estep 
Score: -18266236.000000 Penalty: 5837.186035
	Iteration 23Q: 3 clusters Score -1.826624e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69097 members 
Mstep: Class 2 contains 60026 members 
Entering Unmasked Estep 
Score: -18266352.000000 Penalty: 5837.186035
	Iteration 24Q: 3 clusters Score -1.826635e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69363 members 
Mstep: Class 2 contains 59760 members 
Entering Unmasked Estep 
Score: -18266380.000000 Penalty: 5837.186035
	Iteration 25Q: 3 clusters Score -1.826638e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69631 members 
Mstep: Class 2 contains 59492 members 
Entering Unmasked Estep 
Score: -18266344.000000 Penalty: 5837.186035
	Iteration 26Q: 3 clusters Score -1.826634e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69924 members 
Mstep: Class 2 contains 59199 members 
Entering Unmasked Estep 
Score: -18266404.000000 Penalty: 5837.186035
	Iteration 27Q: 3 clusters Score -1.82664e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70226 members 
Mstep: Class 2 contains 58897 members 
Entering Unmasked Estep 
Score: -18266424.000000 Penalty: 5837.186035
	Iteration 28Q: 3 clusters Score -1.826642e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70547 members 
Mstep: Class 2 contains 58576 members 
Entering Unmasked Estep 
Score: -18266464.000000 Penalty: 5837.186035
	Iteration 29Q: 3 clusters Score -1.826646e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70903 members 
Mstep: Class 2 contains 58220 members 
Entering Unmasked Estep 
Score: -18266456.000000 Penalty: 5837.186035
	Iteration 30Q: 3 clusters Score -1.826646e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71263 members 
Mstep: Class 2 contains 57860 members 
Entering Unmasked Estep 
Score: -18266508.000000 Penalty: 5837.186035
	Iteration 31Q: 3 clusters Score -1.826651e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71620 members 
Mstep: Class 2 contains 57503 members 
Entering Unmasked Estep 
Score: -18266542.000000 Penalty: 5837.186035
	Iteration 32Q: 3 clusters Score -1.826654e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72005 members 
Mstep: Class 2 contains 57118 members 
Entering Unmasked Estep 
Score: -18266614.000000 Penalty: 5837.186035
	Iteration 33Q: 3 clusters Score -1.826661e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72403 members 
Mstep: Class 2 contains 56720 members 
Entering Unmasked Estep 
Score: -18266642.000000 Penalty: 5837.186035
	Iteration 34Q: 3 clusters Score -1.826664e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72804 members 
Mstep: Class 2 contains 56319 members 
Entering Unmasked Estep 
Score: -18266678.000000 Penalty: 5837.186035
	Iteration 35Q: 3 clusters Score -1.826668e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73218 members 
Mstep: Class 2 contains 55905 members 
Entering Unmasked Estep 
Score: -18266676.000000 Penalty: 5837.186035
	Iteration 36Q: 3 clusters Score -1.826668e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73668 members 
Mstep: Class 2 contains 55455 members 
Entering Unmasked Estep 
Score: -18266728.000000 Penalty: 5837.186035
	Iteration 37Q: 3 clusters Score -1.826673e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74155 members 
Mstep: Class 2 contains 54968 members 
Entering Unmasked Estep 
Score: -18266740.000000 Penalty: 5837.186035
	Iteration 38Q: 3 clusters Score -1.826674e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74626 members 
Mstep: Class 2 contains 54497 members 
Entering Unmasked Estep 
Score: -18266772.000000 Penalty: 5837.186035
	Iteration 39Q: 3 clusters Score -1.826677e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75131 members 
Mstep: Class 2 contains 53992 members 
Entering Unmasked Estep 
Score: -18266794.000000 Penalty: 5837.186035
	Iteration 40F: 3 clusters Score -1.826679e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75655 members 
Mstep: Class 2 contains 53468 members 
Entering Unmasked Estep 
Score: -18266828.000000 Penalty: 5837.186035
	Iteration 41Q: 3 clusters Score -1.826683e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76160 members 
Mstep: Class 2 contains 52963 members 
Entering Unmasked Estep 
Score: -18266930.000000 Penalty: 5837.186035
	Iteration 42Q: 3 clusters Score -1.826693e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76715 members 
Mstep: Class 2 contains 52408 members 
Entering Unmasked Estep 
Score: -18266960.000000 Penalty: 5837.186035
	Iteration 43Q: 3 clusters Score -1.826696e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77320 members 
Mstep: Class 2 contains 51803 members 
Entering Unmasked Estep 
Score: -18266962.000000 Penalty: 5837.186035
	Iteration 44Q: 3 clusters Score -1.826696e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77944 members 
Mstep: Class 2 contains 51179 members 
Entering Unmasked Estep 
Score: -18266986.000000 Penalty: 5837.186035
	Iteration 45Q: 3 clusters Score -1.826699e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78621 members 
Mstep: Class 2 contains 50502 members 
Entering Unmasked Estep 
Score: -18267070.000000 Penalty: 5837.186035
	Iteration 46Q: 3 clusters Score -1.826707e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79354 members 
Mstep: Class 2 contains 49769 members 
Entering Unmasked Estep 
Score: -18267136.000000 Penalty: 5837.186035
	Iteration 47Q: 3 clusters Score -1.826714e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80155 members 
Mstep: Class 2 contains 48968 members 
Entering Unmasked Estep 
Score: -18267252.000000 Penalty: 5837.186035
	Iteration 48Q: 3 clusters Score -1.826725e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81055 members 
Mstep: Class 2 contains 48068 members 
Entering Unmasked Estep 
Score: -18267334.000000 Penalty: 5837.186035
	Iteration 49Q: 3 clusters Score -1.826733e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81993 members 
Mstep: Class 2 contains 47130 members 
Entering Unmasked Estep 
Score: -18267470.000000 Penalty: 5837.186035
	Iteration 50Q: 3 clusters Score -1.826747e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83015 members 
Mstep: Class 2 contains 46108 members 
Entering Unmasked Estep 
Score: -18267572.000000 Penalty: 5837.186035
	Iteration 51Q: 3 clusters Score -1.826757e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84152 members 
Mstep: Class 2 contains 44971 members 
Entering Unmasked Estep 
Score: -18267638.000000 Penalty: 5837.186035
	Iteration 52Q: 3 clusters Score -1.826764e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85392 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -18267870.000000 Penalty: 5837.186035
	Iteration 53Q: 3 clusters Score -1.826787e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86687 members 
Mstep: Class 2 contains 42436 members 
Entering Unmasked Estep 
Score: -18268048.000000 Penalty: 5837.186035
	Iteration 54Q: 3 clusters Score -1.826805e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88052 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -18268304.000000 Penalty: 5837.186035
	Iteration 55Q: 3 clusters Score -1.82683e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89491 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -18268524.000000 Penalty: 5837.186035
	Iteration 56Q: 3 clusters Score -1.826852e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91012 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -18268778.000000 Penalty: 5837.186035
	Iteration 57Q: 3 clusters Score -1.826878e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92632 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
Score: -18269036.000000 Penalty: 5837.186035
	Iteration 58Q: 3 clusters Score -1.826904e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94352 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -18269248.000000 Penalty: 5837.186035
	Iteration 59Q: 3 clusters Score -1.826925e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96180 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -18269630.000000 Penalty: 5837.186035
	Iteration 60F: 3 clusters Score -1.826963e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98037 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -18269974.000000 Penalty: 5837.186035
	Iteration 61Q: 3 clusters Score -1.826997e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99953 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -18270404.000000 Penalty: 5837.186035
	Iteration 62Q: 3 clusters Score -1.82704e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101964 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -18270934.000000 Penalty: 5837.186035
	Iteration 63Q: 3 clusters Score -1.827093e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104079 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -18271488.000000 Penalty: 5837.186035
	Iteration 64Q: 3 clusters Score -1.827149e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106328 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -18272134.000000 Penalty: 5837.186035
	Iteration 65Q: 3 clusters Score -1.827213e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108558 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -18272754.000000 Penalty: 5837.186035
	Iteration 66Q: 3 clusters Score -1.827275e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110760 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -18273426.000000 Penalty: 5837.186035
	Iteration 67Q: 3 clusters Score -1.827343e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112970 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -18274290.000000 Penalty: 5837.186035
	Iteration 68Q: 3 clusters Score -1.827429e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115137 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -18274994.000000 Penalty: 5837.186035
	Iteration 69Q: 3 clusters Score -1.827499e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117121 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -18275654.000000 Penalty: 5837.186035
	Iteration 70Q: 3 clusters Score -1.827565e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118994 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -18276378.000000 Penalty: 5837.186035
	Iteration 71Q: 3 clusters Score -1.827638e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120687 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -18277006.000000 Penalty: 5837.186035
	Iteration 72Q: 3 clusters Score -1.827701e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122101 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -18277640.000000 Penalty: 5837.186035
	Iteration 73Q: 3 clusters Score -1.827764e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123329 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -18278142.000000 Penalty: 5837.186035
	Iteration 74Q: 3 clusters Score -1.827814e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124296 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -18278594.000000 Penalty: 5837.186035
	Iteration 75Q: 3 clusters Score -1.827859e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125008 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -18278906.000000 Penalty: 5837.186035
	Iteration 76Q: 3 clusters Score -1.827891e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125507 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -18279174.000000 Penalty: 5837.186035
	Iteration 77Q: 3 clusters Score -1.827917e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125853 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -18279314.000000 Penalty: 5837.186035
	Iteration 78Q: 3 clusters Score -1.827931e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126092 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -18279366.000000 Penalty: 5837.186035
	Iteration 79Q: 3 clusters Score -1.827937e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126249 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -18279500.000000 Penalty: 5837.186035
	Iteration 80F: 3 clusters Score -1.82795e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126490 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -18279536.000000 Penalty: 5837.186035
	Iteration 81Q: 3 clusters Score -1.827954e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126666 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -18279572.000000 Penalty: 5837.186035
	Iteration 82Q: 3 clusters Score -1.827957e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126808 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -18279602.000000 Penalty: 5837.186035
	Iteration 83Q: 3 clusters Score -1.82796e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126924 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -18279606.000000 Penalty: 5837.186035
	Iteration 84Q: 3 clusters Score -1.827961e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126988 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -18279618.000000 Penalty: 5837.186035
	Iteration 85Q: 3 clusters Score -1.827962e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127027 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -18279620.000000 Penalty: 5837.186035
	Iteration 86Q: 3 clusters Score -1.827962e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127062 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -18279620.000000 Penalty: 5837.186035
	Iteration 87Q: 3 clusters Score -1.827962e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127079 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -18279620.000000 Penalty: 5837.186035
	Iteration 88Q: 3 clusters Score -1.827962e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127101 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -18279622.000000 Penalty: 5837.186035
	Iteration 89Q: 3 clusters Score -1.827962e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127114 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -18279626.000000 Penalty: 5837.186035
	Iteration 90Q: 3 clusters Score -1.827963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127121 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -18279626.000000 Penalty: 5837.186035
	Iteration 91Q: 3 clusters Score -1.827963e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127131 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -18279632.000000 Penalty: 5837.186035
	Iteration 92Q: 3 clusters Score -1.827963e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127137 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -18279628.000000 Penalty: 5837.186035
	Iteration 93Q: 3 clusters Score -1.827963e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127141 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -18279634.000000 Penalty: 5837.186035
	Iteration 94Q: 3 clusters Score -1.827963e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127146 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -18279634.000000 Penalty: 5837.186035
	Iteration 95Q: 3 clusters Score -1.827963e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127149 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -18279636.000000 Penalty: 5837.186035
	Iteration 96Q: 3 clusters Score -1.827964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127151 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -18279636.000000 Penalty: 5837.186035
	Iteration 97Q: 3 clusters Score -1.827964e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127151 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -18279636.000000 Penalty: 5837.186035
	Iteration 98F: 3 clusters Score -1.827964e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 66947 members 
Mstep: Class 3 contains 506 members 
Mstep: Class 4 contains 874 members 
Mstep: Class 5 contains 1972 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 28208 members 
Mstep: Class 8 contains 160987 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 167909 members 
Mstep: Class 11 contains 6967 members 
Mstep: Class 12 contains 127151 members 
Mstep: Class 13 contains 17135 members 
Mstep: Class 14 contains 13551 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 173398 members 
Mstep: Class 17 contains 4506 members 
Mstep: Class 18 contains 178166 members 
Mstep: Class 19 contains 2152 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3280 members 
Mstep: Class 22 contains 329 members 
Entering Unmasked Estep 
Score: -132662096.000000 Penalty: 75160.835938
Splitting cluster 12 changes total score from -132663704.000000 to -132662096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (17135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Entering Unmasked Estep 
Score: -2420836.750000 Penalty: 2417.721924
	Iteration 0F: 2 clusters Score -2420837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -2408652.750000 Penalty: 4835.443848
	Iteration 0F: 3 clusters Score -2408653 nChanged 7485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -2412617.250000 Penalty: 4835.443848
	Iteration 1F: 3 clusters Score -2412617 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -2412990.500000 Penalty: 4835.443848
	Iteration 2F: 3 clusters Score -2412990 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -2413263.750000 Penalty: 4835.443848
	Iteration 3Q: 3 clusters Score -2413264 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -2413469.500000 Penalty: 4835.443848
	Iteration 4Q: 3 clusters Score -2413470 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -2413648.750000 Penalty: 4835.443848
	Iteration 5Q: 3 clusters Score -2413649 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -2413825.000000 Penalty: 4835.443848
	Iteration 6Q: 3 clusters Score -2413825 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -2414042.500000 Penalty: 4835.443848
	Iteration 7Q: 3 clusters Score -2414042 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -2414313.000000 Penalty: 4835.443848
	Iteration 8Q: 3 clusters Score -2414313 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -2414630.000000 Penalty: 4835.443848
	Iteration 9Q: 3 clusters Score -2414630 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -2415009.750000 Penalty: 4835.443848
	Iteration 10Q: 3 clusters Score -2415010 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -2415487.750000 Penalty: 4835.443848
	Iteration 11Q: 3 clusters Score -2415488 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2416087.500000 Penalty: 4835.443848
	Iteration 12Q: 3 clusters Score -2416088 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2416755.500000 Penalty: 4835.443848
	Iteration 13Q: 3 clusters Score -2416756 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2417334.250000 Penalty: 4835.443848
	Iteration 14Q: 3 clusters Score -2417334 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2417776.250000 Penalty: 4835.443848
	Iteration 15Q: 3 clusters Score -2417776 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2418081.750000 Penalty: 4835.443848
	Iteration 16Q: 3 clusters Score -2418082 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2418325.250000 Penalty: 4835.443848
	Iteration 17Q: 3 clusters Score -2418325 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2418486.000000 Penalty: 4835.443848
	Iteration 18Q: 3 clusters Score -2418486 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2418577.000000 Penalty: 4835.443848
	Iteration 19Q: 3 clusters Score -2418577 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2418643.500000 Penalty: 4835.443848
	Iteration 20F: 3 clusters Score -2418644 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2418674.250000 Penalty: 4835.443848
	Iteration 21Q: 3 clusters Score -2418674 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2418708.000000 Penalty: 4835.443848
	Iteration 22Q: 3 clusters Score -2418708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2418738.750000 Penalty: 4835.443848
	Iteration 23Q: 3 clusters Score -2418739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2418757.250000 Penalty: 4835.443848
	Iteration 24Q: 3 clusters Score -2418757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2418771.000000 Penalty: 4835.443848
	Iteration 25Q: 3 clusters Score -2418771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2418774.500000 Penalty: 4835.443848
	Iteration 26Q: 3 clusters Score -2418774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2418778.750000 Penalty: 4835.443848
	Iteration 27Q: 3 clusters Score -2418779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2418781.750000 Penalty: 4835.443848
	Iteration 28Q: 3 clusters Score -2418782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2418787.500000 Penalty: 4835.443848
	Iteration 29Q: 3 clusters Score -2418788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2418789.250000 Penalty: 4835.443848
	Iteration 30Q: 3 clusters Score -2418789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2418790.500000 Penalty: 4835.443848
	Iteration 31Q: 3 clusters Score -2418790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2418792.000000 Penalty: 4835.443848
	Iteration 32Q: 3 clusters Score -2418792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2418792.000000 Penalty: 4835.443848
	Iteration 33F: 3 clusters Score -2418792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Entering Unmasked Estep 
Score: -1934173.000000 Penalty: 2359.525391
	Iteration 0F: 2 clusters Score -1934173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1924252.125000 Penalty: 4719.050781
	Iteration 0F: 3 clusters Score -1924252 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1927327.500000 Penalty: 4719.050781
	Iteration 1F: 3 clusters Score -1927328 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1927623.375000 Penalty: 4719.050781
	Iteration 2F: 3 clusters Score -1927623 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1927863.500000 Penalty: 4719.050781
	Iteration 3Q: 3 clusters Score -1927864 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1928075.750000 Penalty: 4719.050781
	Iteration 4Q: 3 clusters Score -1928076 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1928283.000000 Penalty: 4719.050781
	Iteration 5Q: 3 clusters Score -1928283 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1928512.875000 Penalty: 4719.050781
	Iteration 6Q: 3 clusters Score -1928513 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1928786.250000 Penalty: 4719.050781
	Iteration 7Q: 3 clusters Score -1928786 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1929101.500000 Penalty: 4719.050781
	Iteration 8Q: 3 clusters Score -1929102 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1929463.625000 Penalty: 4719.050781
	Iteration 9Q: 3 clusters Score -1929464 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1929875.625000 Penalty: 4719.050781
	Iteration 10Q: 3 clusters Score -1929876 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1930316.875000 Penalty: 4719.050781
	Iteration 11Q: 3 clusters Score -1930317 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1930719.250000 Penalty: 4719.050781
	Iteration 12Q: 3 clusters Score -1930719 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1930982.375000 Penalty: 4719.050781
	Iteration 13Q: 3 clusters Score -1930982 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1931161.375000 Penalty: 4719.050781
	Iteration 14Q: 3 clusters Score -1931161 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1931274.125000 Penalty: 4719.050781
	Iteration 15Q: 3 clusters Score -1931274 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1931367.375000 Penalty: 4719.050781
	Iteration 16Q: 3 clusters Score -1931367 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1931454.500000 Penalty: 4719.050781
	Iteration 17Q: 3 clusters Score -1931454 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1931501.375000 Penalty: 4719.050781
	Iteration 18Q: 3 clusters Score -1931501 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1931546.500000 Penalty: 4719.050781
	Iteration 19Q: 3 clusters Score -1931546 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1931589.125000 Penalty: 4719.050781
	Iteration 20F: 3 clusters Score -1931589 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1931635.500000 Penalty: 4719.050781
	Iteration 21Q: 3 clusters Score -1931636 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1931677.250000 Penalty: 4719.050781
	Iteration 22Q: 3 clusters Score -1931677 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1931705.000000 Penalty: 4719.050781
	Iteration 23Q: 3 clusters Score -1931705 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1931733.875000 Penalty: 4719.050781
	Iteration 24Q: 3 clusters Score -1931734 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1931750.875000 Penalty: 4719.050781
	Iteration 25Q: 3 clusters Score -1931751 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1931762.000000 Penalty: 4719.050781
	Iteration 26Q: 3 clusters Score -1931762 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1931776.750000 Penalty: 4719.050781
	Iteration 27Q: 3 clusters Score -1931777 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1931796.500000 Penalty: 4719.050781
	Iteration 28Q: 3 clusters Score -1931796 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1931815.250000 Penalty: 4719.050781
	Iteration 29Q: 3 clusters Score -1931815 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1931829.750000 Penalty: 4719.050781
	Iteration 30Q: 3 clusters Score -1931830 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1931847.250000 Penalty: 4719.050781
	Iteration 31Q: 3 clusters Score -1931847 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1931867.125000 Penalty: 4719.050781
	Iteration 32Q: 3 clusters Score -1931867 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1931881.375000 Penalty: 4719.050781
	Iteration 33Q: 3 clusters Score -1931881 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1931896.000000 Penalty: 4719.050781
	Iteration 34Q: 3 clusters Score -1931896 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1931903.750000 Penalty: 4719.050781
	Iteration 35Q: 3 clusters Score -1931904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1931907.250000 Penalty: 4719.050781
	Iteration 36Q: 3 clusters Score -1931907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1931913.750000 Penalty: 4719.050781
	Iteration 37Q: 3 clusters Score -1931914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1931919.375000 Penalty: 4719.050781
	Iteration 38Q: 3 clusters Score -1931919 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1931929.125000 Penalty: 4719.050781
	Iteration 39Q: 3 clusters Score -1931929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1931930.125000 Penalty: 4719.050781
	Iteration 40F: 3 clusters Score -1931930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1931928.500000 Penalty: 4719.050781
	Iteration 41Q: 3 clusters Score -1931928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1931930.375000 Penalty: 4719.050781
	Iteration 42Q: 3 clusters Score -1931930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1931933.000000 Penalty: 4719.050781
	Iteration 43Q: 3 clusters Score -1931933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1931938.500000 Penalty: 4719.050781
	Iteration 44Q: 3 clusters Score -1931938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1931945.000000 Penalty: 4719.050781
	Iteration 45Q: 3 clusters Score -1931945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1931948.750000 Penalty: 4719.050781
	Iteration 46Q: 3 clusters Score -1931949 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1931949.375000 Penalty: 4719.050781
	Iteration 47Q: 3 clusters Score -1931949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1931951.375000 Penalty: 4719.050781
	Iteration 48Q: 3 clusters Score -1931951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1931960.375000 Penalty: 4719.050781
	Iteration 49Q: 3 clusters Score -1931960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1931962.625000 Penalty: 4719.050781
	Iteration 50Q: 3 clusters Score -1931963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1931971.625000 Penalty: 4719.050781
	Iteration 51Q: 3 clusters Score -1931972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1931981.625000 Penalty: 4719.050781
	Iteration 52Q: 3 clusters Score -1931982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1931991.250000 Penalty: 4719.050781
	Iteration 53Q: 3 clusters Score -1931991 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1932004.125000 Penalty: 4719.050781
	Iteration 54Q: 3 clusters Score -1932004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1932009.750000 Penalty: 4719.050781
	Iteration 55Q: 3 clusters Score -1932010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1932013.250000 Penalty: 4719.050781
	Iteration 56Q: 3 clusters Score -1932013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1932018.625000 Penalty: 4719.050781
	Iteration 57Q: 3 clusters Score -1932019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1932024.750000 Penalty: 4719.050781
	Iteration 58Q: 3 clusters Score -1932025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -1932028.125000 Penalty: 4719.050781
	Iteration 59Q: 3 clusters Score -1932028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1932031.125000 Penalty: 4719.050781
	Iteration 60F: 3 clusters Score -1932031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1932029.750000 Penalty: 4719.050781
	Iteration 61Q: 3 clusters Score -1932030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1932032.875000 Penalty: 4719.050781
	Iteration 62Q: 3 clusters Score -1932033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1932037.500000 Penalty: 4719.050781
	Iteration 63Q: 3 clusters Score -1932038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1932045.250000 Penalty: 4719.050781
	Iteration 64Q: 3 clusters Score -1932045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1932042.750000 Penalty: 4719.050781
	Iteration 65Q: 3 clusters Score -1932043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1932050.375000 Penalty: 4719.050781
	Iteration 66Q: 3 clusters Score -1932050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1932052.875000 Penalty: 4719.050781
	Iteration 67Q: 3 clusters Score -1932053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1932052.375000 Penalty: 4719.050781
	Iteration 68Q: 3 clusters Score -1932052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1932056.125000 Penalty: 4719.050781
	Iteration 69Q: 3 clusters Score -1932056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1932057.625000 Penalty: 4719.050781
	Iteration 70Q: 3 clusters Score -1932058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -1932060.750000 Penalty: 4719.050781
	Iteration 71Q: 3 clusters Score -1932061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1932060.750000 Penalty: 4719.050781
	Iteration 72Q: 3 clusters Score -1932061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1932060.875000 Penalty: 4719.050781
	Iteration 73Q: 3 clusters Score -1932061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1932061.250000 Penalty: 4719.050781
	Iteration 74Q: 3 clusters Score -1932061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1932064.875000 Penalty: 4719.050781
	Iteration 75Q: 3 clusters Score -1932065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1932063.750000 Penalty: 4719.050781
	Iteration 76Q: 3 clusters Score -1932064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1932063.000000 Penalty: 4719.050781
	Iteration 77Q: 3 clusters Score -1932063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1932067.250000 Penalty: 4719.050781
	Iteration 78Q: 3 clusters Score -1932067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1932066.125000 Penalty: 4719.050781
	Iteration 79Q: 3 clusters Score -1932066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1932068.500000 Penalty: 4719.050781
	Iteration 80F: 3 clusters Score -1932068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1932069.500000 Penalty: 4719.050781
	Iteration 81Q: 3 clusters Score -1932070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1932069.500000 Penalty: 4719.050781
	Iteration 82F: 3 clusters Score -1932070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Entering Unmasked Estep 
Score: -106264.953125 Penalty: 1699.356079
	Iteration 0F: 2 clusters Score -106265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -104511.320312 Penalty: 3398.712158
	Iteration 0F: 3 clusters Score -104511.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -105398.406250 Penalty: 3398.712158
	Iteration 1F: 3 clusters Score -105398.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -106140.679688 Penalty: 3398.712158
	Iteration 2F: 3 clusters Score -106140.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -106681.093750 Penalty: 3398.712158
	Iteration 3F: 3 clusters Score -106681.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -107090.710938 Penalty: 3398.712158
	Iteration 4F: 3 clusters Score -107090.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -107583.320312 Penalty: 3398.712158
	Iteration 5F: 3 clusters Score -107583.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -108191.054688 Penalty: 3398.712158
	Iteration 6Q: 3 clusters Score -108191.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -108351.750000 Penalty: 3398.712158
	Iteration 7Q: 3 clusters Score -108351.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -108500.828125 Penalty: 3398.712158
	Iteration 8Q: 3 clusters Score -108500.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -108515.679688 Penalty: 3398.712158
	Iteration 9Q: 3 clusters Score -108515.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -108515.679688 Penalty: 3398.712158
	Iteration 10F: 3 clusters Score -108515.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 66947 members 
Mstep: Class 3 contains 506 members 
Mstep: Class 4 contains 874 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 28208 members 
Mstep: Class 8 contains 160987 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 167909 members 
Mstep: Class 11 contains 6967 members 
Mstep: Class 12 contains 129123 members 
Mstep: Class 13 contains 17135 members 
Mstep: Class 14 contains 13551 members 
Mstep: Class 15 contains 520 members 
Mstep: Class 16 contains 173398 members 
Mstep: Class 17 contains 4506 members 
Mstep: Class 18 contains 178166 members 
Mstep: Class 19 contains 2152 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3280 members 
Mstep: Class 22 contains 329 members 
Entering Unmasked Estep 
Score: -132663240.000000 Penalty: 75160.835938
Splitting cluster 15 changes total score from -132663704.000000 to -132663240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (173398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173398 members 
Entering Unmasked Estep 
Score: -24265932.000000 Penalty: 2991.709473
	Iteration 0F: 2 clusters Score -2.426593e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86467 members 
Mstep: Class 2 contains 86931 members 
Entering Unmasked Estep 
Score: -24160650.000000 Penalty: 5983.418945
	Iteration 0F: 3 clusters Score -2.416065e+07 nChanged 83190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83615 members 
Mstep: Class 2 contains 89783 members 
Entering Unmasked Estep 
Score: -24209466.000000 Penalty: 5983.418945
	Iteration 1F: 3 clusters Score -2.420947e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81932 members 
Mstep: Class 2 contains 91466 members 
Entering Unmasked Estep 
Score: -24210600.000000 Penalty: 5983.418945
	Iteration 2Q: 3 clusters Score -2.42106e+07 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79472 members 
Mstep: Class 2 contains 93926 members 
Entering Unmasked Estep 
Score: -24212674.000000 Penalty: 5983.418945
	Iteration 3Q: 3 clusters Score -2.421267e+07 nChanged 7485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75951 members 
Mstep: Class 2 contains 97447 members 
Entering Unmasked Estep 
Score: -24215730.000000 Penalty: 5983.418945
	Iteration 4Q: 3 clusters Score -2.421573e+07 nChanged 8969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71386 members 
Mstep: Class 2 contains 102012 members 
Entering Unmasked Estep 
Score: -24219878.000000 Penalty: 5983.418945
	Iteration 5F: 3 clusters Score -2.421988e+07 nChanged 10290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65998 members 
Mstep: Class 2 contains 107400 members 
Entering Unmasked Estep 
Score: -24226172.000000 Penalty: 5983.418945
	Iteration 6F: 3 clusters Score -2.422617e+07 nChanged 11258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60640 members 
Mstep: Class 2 contains 112758 members 
Entering Unmasked Estep 
Score: -24233860.000000 Penalty: 5983.418945
	Iteration 7F: 3 clusters Score -2.423386e+07 nChanged 11257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56541 members 
Mstep: Class 2 contains 116857 members 
Entering Unmasked Estep 
Score: -24241930.000000 Penalty: 5983.418945
	Iteration 8F: 3 clusters Score -2.424193e+07 nChanged 9785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54480 members 
Mstep: Class 2 contains 118918 members 
Entering Unmasked Estep 
Score: -24247504.000000 Penalty: 5983.418945
	Iteration 9F: 3 clusters Score -2.42475e+07 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53795 members 
Mstep: Class 2 contains 119603 members 
Entering Unmasked Estep 
Score: -24249906.000000 Penalty: 5983.418945
	Iteration 10Q: 3 clusters Score -2.424991e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53439 members 
Mstep: Class 2 contains 119959 members 
Entering Unmasked Estep 
Score: -24250618.000000 Penalty: 5983.418945
	Iteration 11Q: 3 clusters Score -2.425062e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53171 members 
Mstep: Class 2 contains 120227 members 
Entering Unmasked Estep 
Score: -24250980.000000 Penalty: 5983.418945
	Iteration 12Q: 3 clusters Score -2.425098e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53004 members 
Mstep: Class 2 contains 120394 members 
Entering Unmasked Estep 
Score: -24251326.000000 Penalty: 5983.418945
	Iteration 13Q: 3 clusters Score -2.425133e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52918 members 
Mstep: Class 2 contains 120480 members 
Entering Unmasked Estep 
Score: -24251498.000000 Penalty: 5983.418945
	Iteration 14Q: 3 clusters Score -2.42515e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52892 members 
Mstep: Class 2 contains 120506 members 
Entering Unmasked Estep 
Score: -24251818.000000 Penalty: 5983.418945
	Iteration 15Q: 3 clusters Score -2.425182e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52814 members 
Mstep: Class 2 contains 120584 members 
Entering Unmasked Estep 
Score: -24252120.000000 Penalty: 5983.418945
	Iteration 16Q: 3 clusters Score -2.425212e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52816 members 
Mstep: Class 2 contains 120582 members 
Entering Unmasked Estep 
Score: -24252386.000000 Penalty: 5983.418945
	Iteration 17Q: 3 clusters Score -2.425239e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52882 members 
Mstep: Class 2 contains 120516 members 
Entering Unmasked Estep 
Score: -24252740.000000 Penalty: 5983.418945
	Iteration 18Q: 3 clusters Score -2.425274e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52839 members 
Mstep: Class 2 contains 120559 members 
Entering Unmasked Estep 
Score: -24253040.000000 Penalty: 5983.418945
	Iteration 19Q: 3 clusters Score -2.425304e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52739 members 
Mstep: Class 2 contains 120659 members 
Entering Unmasked Estep 
Score: -24253320.000000 Penalty: 5983.418945
	Iteration 20F: 3 clusters Score -2.425332e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52610 members 
Mstep: Class 2 contains 120788 members 
Entering Unmasked Estep 
Score: -24253794.000000 Penalty: 5983.418945
	Iteration 21Q: 3 clusters Score -2.425379e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52447 members 
Mstep: Class 2 contains 120951 members 
Entering Unmasked Estep 
Score: -24254208.000000 Penalty: 5983.418945
	Iteration 22Q: 3 clusters Score -2.425421e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52219 members 
Mstep: Class 2 contains 121179 members 
Entering Unmasked Estep 
Score: -24254514.000000 Penalty: 5983.418945
	Iteration 23Q: 3 clusters Score -2.425451e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51913 members 
Mstep: Class 2 contains 121485 members 
Entering Unmasked Estep 
Score: -24254908.000000 Penalty: 5983.418945
	Iteration 24Q: 3 clusters Score -2.425491e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51578 members 
Mstep: Class 2 contains 121820 members 
Entering Unmasked Estep 
Score: -24255422.000000 Penalty: 5983.418945
	Iteration 25Q: 3 clusters Score -2.425542e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51211 members 
Mstep: Class 2 contains 122187 members 
Entering Unmasked Estep 
Score: -24255776.000000 Penalty: 5983.418945
	Iteration 26Q: 3 clusters Score -2.425578e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50748 members 
Mstep: Class 2 contains 122650 members 
Entering Unmasked Estep 
Score: -24256286.000000 Penalty: 5983.418945
	Iteration 27Q: 3 clusters Score -2.425629e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50205 members 
Mstep: Class 2 contains 123193 members 
Entering Unmasked Estep 
Score: -24256810.000000 Penalty: 5983.418945
	Iteration 28Q: 3 clusters Score -2.425681e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49634 members 
Mstep: Class 2 contains 123764 members 
Entering Unmasked Estep 
Score: -24257226.000000 Penalty: 5983.418945
	Iteration 29Q: 3 clusters Score -2.425723e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49070 members 
Mstep: Class 2 contains 124328 members 
Entering Unmasked Estep 
Score: -24257640.000000 Penalty: 5983.418945
	Iteration 30Q: 3 clusters Score -2.425764e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48451 members 
Mstep: Class 2 contains 124947 members 
Entering Unmasked Estep 
Score: -24258076.000000 Penalty: 5983.418945
	Iteration 31Q: 3 clusters Score -2.425808e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47746 members 
Mstep: Class 2 contains 125652 members 
Entering Unmasked Estep 
Score: -24258416.000000 Penalty: 5983.418945
	Iteration 32Q: 3 clusters Score -2.425842e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46970 members 
Mstep: Class 2 contains 126428 members 
Entering Unmasked Estep 
Score: -24258728.000000 Penalty: 5983.418945
	Iteration 33Q: 3 clusters Score -2.425873e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 127189 members 
Entering Unmasked Estep 
Score: -24259132.000000 Penalty: 5983.418945
	Iteration 34Q: 3 clusters Score -2.425913e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 127994 members 
Entering Unmasked Estep 
Score: -24259506.000000 Penalty: 5983.418945
	Iteration 35Q: 3 clusters Score -2.425951e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 128840 members 
Entering Unmasked Estep 
Score: -24259876.000000 Penalty: 5983.418945
	Iteration 36Q: 3 clusters Score -2.425988e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43651 members 
Mstep: Class 2 contains 129747 members 
Entering Unmasked Estep 
Score: -24260184.000000 Penalty: 5983.418945
	Iteration 37Q: 3 clusters Score -2.426018e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42746 members 
Mstep: Class 2 contains 130652 members 
Entering Unmasked Estep 
Score: -24260486.000000 Penalty: 5983.418945
	Iteration 38Q: 3 clusters Score -2.426049e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 131556 members 
Entering Unmasked Estep 
Score: -24260780.000000 Penalty: 5983.418945
	Iteration 39Q: 3 clusters Score -2.426078e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40937 members 
Mstep: Class 2 contains 132461 members 
Entering Unmasked Estep 
Score: -24260992.000000 Penalty: 5983.418945
	Iteration 40F: 3 clusters Score -2.426099e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 133388 members 
Entering Unmasked Estep 
Score: -24261258.000000 Penalty: 5983.418945
	Iteration 41Q: 3 clusters Score -2.426126e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39073 members 
Mstep: Class 2 contains 134325 members 
Entering Unmasked Estep 
Score: -24261572.000000 Penalty: 5983.418945
	Iteration 42Q: 3 clusters Score -2.426157e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Mstep: Class 2 contains 135298 members 
Entering Unmasked Estep 
Score: -24261780.000000 Penalty: 5983.418945
	Iteration 43Q: 3 clusters Score -2.426178e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 136271 members 
Entering Unmasked Estep 
Score: -24262058.000000 Penalty: 5983.418945
	Iteration 44Q: 3 clusters Score -2.426206e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 137245 members 
Entering Unmasked Estep 
Score: -24262306.000000 Penalty: 5983.418945
	Iteration 45Q: 3 clusters Score -2.426231e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 138242 members 
Entering Unmasked Estep 
Score: -24262700.000000 Penalty: 5983.418945
	Iteration 46Q: 3 clusters Score -2.42627e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 139244 members 
Entering Unmasked Estep 
Score: -24263064.000000 Penalty: 5983.418945
	Iteration 47Q: 3 clusters Score -2.426306e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 140246 members 
Entering Unmasked Estep 
Score: -24263320.000000 Penalty: 5983.418945
	Iteration 48Q: 3 clusters Score -2.426332e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 141243 members 
Entering Unmasked Estep 
Score: -24263534.000000 Penalty: 5983.418945
	Iteration 49Q: 3 clusters Score -2.426353e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 142175 members 
Entering Unmasked Estep 
Score: -24263876.000000 Penalty: 5983.418945
	Iteration 50Q: 3 clusters Score -2.426388e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 143118 members 
Entering Unmasked Estep 
Score: -24264130.000000 Penalty: 5983.418945
	Iteration 51Q: 3 clusters Score -2.426413e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 144064 members 
Entering Unmasked Estep 
Score: -24264384.000000 Penalty: 5983.418945
	Iteration 52Q: 3 clusters Score -2.426438e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 144950 members 
Entering Unmasked Estep 
Score: -24264574.000000 Penalty: 5983.418945
	Iteration 53Q: 3 clusters Score -2.426457e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 145807 members 
Entering Unmasked Estep 
Score: -24264784.000000 Penalty: 5983.418945
	Iteration 54Q: 3 clusters Score -2.426478e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 146650 members 
Entering Unmasked Estep 
Score: -24265020.000000 Penalty: 5983.418945
	Iteration 55Q: 3 clusters Score -2.426502e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 147453 members 
Entering Unmasked Estep 
Score: -24265180.000000 Penalty: 5983.418945
	Iteration 56Q: 3 clusters Score -2.426518e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 148208 members 
Entering Unmasked Estep 
Score: -24265408.000000 Penalty: 5983.418945
	Iteration 57Q: 3 clusters Score -2.426541e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 148902 members 
Entering Unmasked Estep 
Score: -24265546.000000 Penalty: 5983.418945
	Iteration 58Q: 3 clusters Score -2.426555e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 149577 members 
Entering Unmasked Estep 
Score: -24265740.000000 Penalty: 5983.418945
	Iteration 59Q: 3 clusters Score -2.426574e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 150235 members 
Entering Unmasked Estep 
Score: -24265934.000000 Penalty: 5983.418945
	Iteration 60F: 3 clusters Score -2.426593e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 150921 members 
Entering Unmasked Estep 
Score: -24266104.000000 Penalty: 5983.418945
	Iteration 61Q: 3 clusters Score -2.42661e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 151594 members 
Entering Unmasked Estep 
Score: -24266274.000000 Penalty: 5983.418945
	Iteration 62Q: 3 clusters Score -2.426627e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 152209 members 
Entering Unmasked Estep 
Score: -24266520.000000 Penalty: 5983.418945
	Iteration 63Q: 3 clusters Score -2.426652e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 152801 members 
Entering Unmasked Estep 
Score: -24266616.000000 Penalty: 5983.418945
	Iteration 64Q: 3 clusters Score -2.426662e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 153380 members 
Entering Unmasked Estep 
Score: -24266808.000000 Penalty: 5983.418945
	Iteration 65Q: 3 clusters Score -2.426681e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 153972 members 
Entering Unmasked Estep 
Score: -24266910.000000 Penalty: 5983.418945
	Iteration 66Q: 3 clusters Score -2.426691e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 154527 members 
Entering Unmasked Estep 
Score: -24267140.000000 Penalty: 5983.418945
	Iteration 67Q: 3 clusters Score -2.426714e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 155074 members 
Entering Unmasked Estep 
Score: -24267448.000000 Penalty: 5983.418945
	Iteration 68Q: 3 clusters Score -2.426745e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 155579 members 
Entering Unmasked Estep 
Score: -24267652.000000 Penalty: 5983.418945
	Iteration 69Q: 3 clusters Score -2.426765e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 156046 members 
Entering Unmasked Estep 
Score: -24267798.000000 Penalty: 5983.418945
	Iteration 70Q: 3 clusters Score -2.42678e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 156474 members 
Entering Unmasked Estep 
Score: -24267924.000000 Penalty: 5983.418945
	Iteration 71Q: 3 clusters Score -2.426792e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 156914 members 
Entering Unmasked Estep 
Score: -24268088.000000 Penalty: 5983.418945
	Iteration 72Q: 3 clusters Score -2.426809e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 157294 members 
Entering Unmasked Estep 
Score: -24268152.000000 Penalty: 5983.418945
	Iteration 73Q: 3 clusters Score -2.426815e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 157631 members 
Entering Unmasked Estep 
Score: -24268212.000000 Penalty: 5983.418945
	Iteration 74Q: 3 clusters Score -2.426821e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 157951 members 
Entering Unmasked Estep 
Score: -24268288.000000 Penalty: 5983.418945
	Iteration 75Q: 3 clusters Score -2.426829e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 158245 members 
Entering Unmasked Estep 
Score: -24268416.000000 Penalty: 5983.418945
	Iteration 76Q: 3 clusters Score -2.426842e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 158517 members 
Entering Unmasked Estep 
Score: -24268428.000000 Penalty: 5983.418945
	Iteration 77Q: 3 clusters Score -2.426843e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 158768 members 
Entering Unmasked Estep 
Score: -24268464.000000 Penalty: 5983.418945
	Iteration 78Q: 3 clusters Score -2.426846e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 158996 members 
Entering Unmasked Estep 
Score: -24268496.000000 Penalty: 5983.418945
	Iteration 79Q: 3 clusters Score -2.42685e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 159199 members 
Entering Unmasked Estep 
Score: -24268530.000000 Penalty: 5983.418945
	Iteration 80F: 3 clusters Score -2.426853e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 159374 members 
Entering Unmasked Estep 
Score: -24268546.000000 Penalty: 5983.418945
	Iteration 81Q: 3 clusters Score -2.426855e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 159531 members 
Entering Unmasked Estep 
Score: -24268562.000000 Penalty: 5983.418945
	Iteration 82Q: 3 clusters Score -2.426856e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 159660 members 
Entering Unmasked Estep 
Score: -24268594.000000 Penalty: 5983.418945
	Iteration 83Q: 3 clusters Score -2.426859e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 159785 members 
Entering Unmasked Estep 
Score: -24268576.000000 Penalty: 5983.418945
	Iteration 84Q: 3 clusters Score -2.426858e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 159904 members 
Entering Unmasked Estep 
Score: -24268604.000000 Penalty: 5983.418945
	Iteration 85Q: 3 clusters Score -2.42686e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 160020 members 
Entering Unmasked Estep 
Score: -24268644.000000 Penalty: 5983.418945
	Iteration 86Q: 3 clusters Score -2.426864e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 160122 members 
Entering Unmasked Estep 
Score: -24268650.000000 Penalty: 5983.418945
	Iteration 87Q: 3 clusters Score -2.426865e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 160208 members 
Entering Unmasked Estep 
Score: -24268678.000000 Penalty: 5983.418945
	Iteration 88Q: 3 clusters Score -2.426868e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 160284 members 
Entering Unmasked Estep 
Score: -24268690.000000 Penalty: 5983.418945
	Iteration 89Q: 3 clusters Score -2.426869e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 160353 members 
Entering Unmasked Estep 
Score: -24268756.000000 Penalty: 5983.418945
	Iteration 90Q: 3 clusters Score -2.426876e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 160425 members 
Entering Unmasked Estep 
Score: -24268752.000000 Penalty: 5983.418945
	Iteration 91Q: 3 clusters Score -2.426875e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 160476 members 
Entering Unmasked Estep 
Score: -24268742.000000 Penalty: 5983.418945
	Iteration 92Q: 3 clusters Score -2.426874e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 160532 members 
Entering Unmasked Estep 
Score: -24268774.000000 Penalty: 5983.418945
	Iteration 93Q: 3 clusters Score -2.426877e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 160583 members 
Entering Unmasked Estep 
Score: -24268750.000000 Penalty: 5983.418945
	Iteration 94Q: 3 clusters Score -2.426875e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 160629 members 
Entering Unmasked Estep 
Score: -24268732.000000 Penalty: 5983.418945
	Iteration 95Q: 3 clusters Score -2.426873e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 160681 members 
Entering Unmasked Estep 
Score: -24268790.000000 Penalty: 5983.418945
	Iteration 96Q: 3 clusters Score -2.426879e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 160734 members 
Entering Unmasked Estep 
Score: -24268750.000000 Penalty: 5983.418945
	Iteration 97Q: 3 clusters Score -2.426875e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 160768 members 
Entering Unmasked Estep 
Score: -24268776.000000 Penalty: 5983.418945
	Iteration 98Q: 3 clusters Score -2.426878e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 160796 members 
Entering Unmasked Estep 
Score: -24268776.000000 Penalty: 5983.418945
	Iteration 99Q: 3 clusters Score -2.426878e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 160822 members 
Entering Unmasked Estep 
Score: -24268802.000000 Penalty: 5983.418945
	Iteration 100F: 3 clusters Score -2.42688e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 160841 members 
Entering Unmasked Estep 
Score: -24268794.000000 Penalty: 5983.418945
	Iteration 101Q: 3 clusters Score -2.426879e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 160860 members 
Entering Unmasked Estep 
Score: -24268804.000000 Penalty: 5983.418945
	Iteration 102Q: 3 clusters Score -2.42688e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 160869 members 
Entering Unmasked Estep 
Score: -24268808.000000 Penalty: 5983.418945
	Iteration 103Q: 3 clusters Score -2.426881e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 160881 members 
Entering Unmasked Estep 
Score: -24268806.000000 Penalty: 5983.418945
	Iteration 104Q: 3 clusters Score -2.426881e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 160901 members 
Entering Unmasked Estep 
Score: -24268782.000000 Penalty: 5983.418945
	Iteration 105Q: 3 clusters Score -2.426878e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 160913 members 
Entering Unmasked Estep 
Score: -24268780.000000 Penalty: 5983.418945
	Iteration 106Q: 3 clusters Score -2.426878e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 160921 members 
Entering Unmasked Estep 
Score: -24268788.000000 Penalty: 5983.418945
	Iteration 107Q: 3 clusters Score -2.426879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 160927 members 
Entering Unmasked Estep 
Score: -24268776.000000 Penalty: 5983.418945
	Iteration 108Q: 3 clusters Score -2.426878e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 160937 members 
Entering Unmasked Estep 
Score: -24268786.000000 Penalty: 5983.418945
	Iteration 109Q: 3 clusters Score -2.426879e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 160945 members 
Entering Unmasked Estep 
Score: -24268784.000000 Penalty: 5983.418945
	Iteration 110Q: 3 clusters Score -2.426878e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 160949 members 
Entering Unmasked Estep 
Score: -24268784.000000 Penalty: 5983.418945
	Iteration 111Q: 3 clusters Score -2.426878e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 160957 members 
Entering Unmasked Estep 
Score: -24268772.000000 Penalty: 5983.418945
	Iteration 112Q: 3 clusters Score -2.426877e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 160965 members 
Entering Unmasked Estep 
Score: -24268772.000000 Penalty: 5983.418945
	Iteration 113Q: 3 clusters Score -2.426877e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 160973 members 
Entering Unmasked Estep 
Score: -24268774.000000 Penalty: 5983.418945
	Iteration 114Q: 3 clusters Score -2.426877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 160975 members 
Entering Unmasked Estep 
Score: -24268794.000000 Penalty: 5983.418945
	Iteration 115Q: 3 clusters Score -2.426879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 160981 members 
Entering Unmasked Estep 
Score: -24268784.000000 Penalty: 5983.418945
	Iteration 116Q: 3 clusters Score -2.426878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 160986 members 
Entering Unmasked Estep 
Score: -24268794.000000 Penalty: 5983.418945
	Iteration 117Q: 3 clusters Score -2.426879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 160988 members 
Entering Unmasked Estep 
Score: -24268800.000000 Penalty: 5983.418945
	Iteration 118Q: 3 clusters Score -2.42688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 160991 members 
Entering Unmasked Estep 
Score: -24268782.000000 Penalty: 5983.418945
	Iteration 119Q: 3 clusters Score -2.426878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 160994 members 
Entering Unmasked Estep 
Score: -24268774.000000 Penalty: 5983.418945
	Iteration 120F: 3 clusters Score -2.426877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 160997 members 
Entering Unmasked Estep 
Score: -24268796.000000 Penalty: 5983.418945
	Iteration 121Q: 3 clusters Score -2.42688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 161000 members 
Entering Unmasked Estep 
Score: -24268792.000000 Penalty: 5983.418945
	Iteration 122Q: 3 clusters Score -2.426879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 161004 members 
Entering Unmasked Estep 
Score: -24268800.000000 Penalty: 5983.418945
	Iteration 123Q: 3 clusters Score -2.42688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 161009 members 
Entering Unmasked Estep 
Score: -24268804.000000 Penalty: 5983.418945
	Iteration 124Q: 3 clusters Score -2.42688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 161013 members 
Entering Unmasked Estep 
Score: -24268808.000000 Penalty: 5983.418945
	Iteration 125Q: 3 clusters Score -2.426881e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 161019 members 
Entering Unmasked Estep 
Score: -24268828.000000 Penalty: 5983.418945
	Iteration 126Q: 3 clusters Score -2.426883e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 161025 members 
Entering Unmasked Estep 
Score: -24268838.000000 Penalty: 5983.418945
	Iteration 127Q: 3 clusters Score -2.426884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 161029 members 
Entering Unmasked Estep 
Score: -24268834.000000 Penalty: 5983.418945
	Iteration 128Q: 3 clusters Score -2.426883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 161031 members 
Entering Unmasked Estep 
Score: -24268826.000000 Penalty: 5983.418945
	Iteration 129Q: 3 clusters Score -2.426883e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 161032 members 
Entering Unmasked Estep 
Score: -24268834.000000 Penalty: 5983.418945
	Iteration 130Q: 3 clusters Score -2.426883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 161034 members 
Entering Unmasked Estep 
Score: -24268846.000000 Penalty: 5983.418945
	Iteration 131Q: 3 clusters Score -2.426885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 161037 members 
Entering Unmasked Estep 
Score: -24268836.000000 Penalty: 5983.418945
	Iteration 132Q: 3 clusters Score -2.426884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 161044 members 
Entering Unmasked Estep 
Score: -24268828.000000 Penalty: 5983.418945
	Iteration 133Q: 3 clusters Score -2.426883e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 161048 members 
Entering Unmasked Estep 
Score: -24268832.000000 Penalty: 5983.418945
	Iteration 134Q: 3 clusters Score -2.426883e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 161054 members 
Entering Unmasked Estep 
Score: -24268850.000000 Penalty: 5983.418945
	Iteration 135Q: 3 clusters Score -2.426885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 161061 members 
Entering Unmasked Estep 
Score: -24268852.000000 Penalty: 5983.418945
	Iteration 136Q: 3 clusters Score -2.426885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 161065 members 
Entering Unmasked Estep 
Score: -24268838.000000 Penalty: 5983.418945
	Iteration 137Q: 3 clusters Score -2.426884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 161068 members 
Entering Unmasked Estep 
Score: -24268842.000000 Penalty: 5983.418945
	Iteration 138Q: 3 clusters Score -2.426884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 161071 members 
Entering Unmasked Estep 
Score: -24268830.000000 Penalty: 5983.418945
	Iteration 139Q: 3 clusters Score -2.426883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 161073 members 
Entering Unmasked Estep 
Score: -24268838.000000 Penalty: 5983.418945
	Iteration 140F: 3 clusters Score -2.426884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 161074 members 
Entering Unmasked Estep 
Score: -24268834.000000 Penalty: 5983.418945
	Iteration 141Q: 3 clusters Score -2.426883e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 161075 members 
Entering Unmasked Estep 
Score: -24268834.000000 Penalty: 5983.418945
	Iteration 142Q: 3 clusters Score -2.426883e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 161076 members 
Entering Unmasked Estep 
Score: -24268836.000000 Penalty: 5983.418945
	Iteration 143Q: 3 clusters Score -2.426884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 161079 members 
Entering Unmasked Estep 
Score: -24268840.000000 Penalty: 5983.418945
	Iteration 144Q: 3 clusters Score -2.426884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 161081 members 
Entering Unmasked Estep 
Score: -24268848.000000 Penalty: 5983.418945
	Iteration 145Q: 3 clusters Score -2.426885e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 161082 members 
Entering Unmasked Estep 
Score: -24268844.000000 Penalty: 5983.418945
	Iteration 146Q: 3 clusters Score -2.426884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 161083 members 
Entering Unmasked Estep 
Score: -24268852.000000 Penalty: 5983.418945
	Iteration 147Q: 3 clusters Score -2.426885e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 161083 members 
Entering Unmasked Estep 
Score: -24268852.000000 Penalty: 5983.418945
	Iteration 148F: 3 clusters Score -2.426885e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 66947 members 
Mstep: Class 3 contains 506 members 
Mstep: Class 4 contains 874 members 
Mstep: Class 5 contains 161083 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 28208 members 
Mstep: Class 8 contains 160987 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 167909 members 
Mstep: Class 11 contains 6967 members 
Mstep: Class 12 contains 129123 members 
Mstep: Class 13 contains 17135 members 
Mstep: Class 14 contains 13551 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 12315 members 
Mstep: Class 17 contains 4506 members 
Mstep: Class 18 contains 178166 members 
Mstep: Class 19 contains 2152 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3280 members 
Mstep: Class 22 contains 329 members 
Entering Unmasked Estep 
Score: -132665640.000000 Penalty: 75160.835938
Splitting cluster 16 changes total score from -132663704.000000 to -132665640.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 17 (4506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Entering Unmasked Estep 
Score: -619723.000000 Penalty: 2086.464844
	Iteration 0F: 2 clusters Score -619723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -615498.562500 Penalty: 4172.929688
	Iteration 0F: 3 clusters Score -615498.6 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -616557.125000 Penalty: 4172.929688
	Iteration 1F: 3 clusters Score -616557.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -616800.437500 Penalty: 4172.929688
	Iteration 2F: 3 clusters Score -616800.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -616970.625000 Penalty: 4172.929688
	Iteration 3F: 3 clusters Score -616970.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -617071.000000 Penalty: 4172.929688
	Iteration 4Q: 3 clusters Score -617071 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -617154.187500 Penalty: 4172.929688
	Iteration 5Q: 3 clusters Score -617154.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -617207.000000 Penalty: 4172.929688
	Iteration 6Q: 3 clusters Score -617207 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -617250.000000 Penalty: 4172.929688
	Iteration 7Q: 3 clusters Score -617250 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -617282.375000 Penalty: 4172.929688
	Iteration 8Q: 3 clusters Score -617282.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -617316.187500 Penalty: 4172.929688
	Iteration 9Q: 3 clusters Score -617316.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -617352.000000 Penalty: 4172.929688
	Iteration 10Q: 3 clusters Score -617352 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -617376.312500 Penalty: 4172.929688
	Iteration 11Q: 3 clusters Score -617376.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -617400.625000 Penalty: 4172.929688
	Iteration 12Q: 3 clusters Score -617400.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -617418.250000 Penalty: 4172.929688
	Iteration 13Q: 3 clusters Score -617418.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -617438.187500 Penalty: 4172.929688
	Iteration 14Q: 3 clusters Score -617438.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -617453.062500 Penalty: 4172.929688
	Iteration 15Q: 3 clusters Score -617453.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -617463.562500 Penalty: 4172.929688
	Iteration 16Q: 3 clusters Score -617463.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -617471.687500 Penalty: 4172.929688
	Iteration 17Q: 3 clusters Score -617471.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -617484.562500 Penalty: 4172.929688
	Iteration 18Q: 3 clusters Score -617484.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -617492.625000 Penalty: 4172.929688
	Iteration 19Q: 3 clusters Score -617492.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -617500.125000 Penalty: 4172.929688
	Iteration 20F: 3 clusters Score -617500.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -617505.687500 Penalty: 4172.929688
	Iteration 21Q: 3 clusters Score -617505.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -617511.812500 Penalty: 4172.929688
	Iteration 22Q: 3 clusters Score -617511.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -617516.562500 Penalty: 4172.929688
	Iteration 23Q: 3 clusters Score -617516.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -617520.250000 Penalty: 4172.929688
	Iteration 24Q: 3 clusters Score -617520.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -617524.062500 Penalty: 4172.929688
	Iteration 25Q: 3 clusters Score -617524.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -617529.000000 Penalty: 4172.929688
	Iteration 26Q: 3 clusters Score -617529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -617530.312500 Penalty: 4172.929688
	Iteration 27Q: 3 clusters Score -617530.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -617530.687500 Penalty: 4172.929688
	Iteration 28Q: 3 clusters Score -617530.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -617530.750000 Penalty: 4172.929688
	Iteration 29Q: 3 clusters Score -617530.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -617530.937500 Penalty: 4172.929688
	Iteration 30Q: 3 clusters Score -617530.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -617532.750000 Penalty: 4172.929688
	Iteration 31Q: 3 clusters Score -617532.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -617534.812500 Penalty: 4172.929688
	Iteration 32Q: 3 clusters Score -617534.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -617538.000000 Penalty: 4172.929688
	Iteration 33Q: 3 clusters Score -617538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -617537.750000 Penalty: 4172.929688
	Iteration 34Q: 3 clusters Score -617537.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -617539.562500 Penalty: 4172.929688
	Iteration 35Q: 3 clusters Score -617539.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -617543.125000 Penalty: 4172.929688
	Iteration 36Q: 3 clusters Score -617543.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -617545.000000 Penalty: 4172.929688
	Iteration 37Q: 3 clusters Score -617545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -617546.375000 Penalty: 4172.929688
	Iteration 38Q: 3 clusters Score -617546.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -617549.125000 Penalty: 4172.929688
	Iteration 39Q: 3 clusters Score -617549.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -617552.000000 Penalty: 4172.929688
	Iteration 40F: 3 clusters Score -617552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -617553.750000 Penalty: 4172.929688
	Iteration 41Q: 3 clusters Score -617553.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -617554.125000 Penalty: 4172.929688
	Iteration 42Q: 3 clusters Score -617554.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -617553.937500 Penalty: 4172.929688
	Iteration 43Q: 3 clusters Score -617553.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -617554.000000 Penalty: 4172.929688
	Iteration 44Q: 3 clusters Score -617554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -617553.750000 Penalty: 4172.929688
	Iteration 45Q: 3 clusters Score -617553.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -617553.750000 Penalty: 4172.929688
	Iteration 46F: 3 clusters Score -617553.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (178166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178166 members 
Entering Unmasked Estep 
Score: -25095614.000000 Penalty: 2998.436768
	Iteration 0F: 2 clusters Score -2.509561e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88999 members 
Mstep: Class 2 contains 89167 members 
Entering Unmasked Estep 
Score: -24988644.000000 Penalty: 5996.873535
	Iteration 0F: 3 clusters Score -2.498864e+07 nChanged 85545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88774 members 
Mstep: Class 2 contains 89392 members 
Entering Unmasked Estep 
Score: -25038504.000000 Penalty: 5996.873535
	Iteration 1F: 3 clusters Score -2.50385e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88905 members 
Mstep: Class 2 contains 89261 members 
Entering Unmasked Estep 
Score: -25039368.000000 Penalty: 5996.873535
	Iteration 2Q: 3 clusters Score -2.503937e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89085 members 
Mstep: Class 2 contains 89081 members 
Entering Unmasked Estep 
Score: -25040544.000000 Penalty: 5996.873535
	Iteration 3Q: 3 clusters Score -2.504054e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89251 members 
Mstep: Class 2 contains 88915 members 
Entering Unmasked Estep 
Score: -25041638.000000 Penalty: 5996.873535
	Iteration 4Q: 3 clusters Score -2.504164e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89388 members 
Mstep: Class 2 contains 88778 members 
Entering Unmasked Estep 
Score: -25043132.000000 Penalty: 5996.873535
	Iteration 5Q: 3 clusters Score -2.504313e+07 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89501 members 
Mstep: Class 2 contains 88665 members 
Entering Unmasked Estep 
Score: -25045362.000000 Penalty: 5996.873535
	Iteration 6Q: 3 clusters Score -2.504536e+07 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89692 members 
Mstep: Class 2 contains 88474 members 
Entering Unmasked Estep 
Score: -25048372.000000 Penalty: 5996.873535
	Iteration 7Q: 3 clusters Score -2.504837e+07 nChanged 8369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89969 members 
Mstep: Class 2 contains 88197 members 
Entering Unmasked Estep 
Score: -25052818.000000 Penalty: 5996.873535
	Iteration 8Q: 3 clusters Score -2.505282e+07 nChanged 9934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90421 members 
Mstep: Class 2 contains 87745 members 
Entering Unmasked Estep 
Score: -25059506.000000 Penalty: 5996.873535
	Iteration 9F: 3 clusters Score -2.505951e+07 nChanged 11027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91142 members 
Mstep: Class 2 contains 87024 members 
Entering Unmasked Estep 
Score: -25067310.000000 Penalty: 5996.873535
	Iteration 10F: 3 clusters Score -2.506731e+07 nChanged 10443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92243 members 
Mstep: Class 2 contains 85923 members 
Entering Unmasked Estep 
Score: -25073100.000000 Penalty: 5996.873535
	Iteration 11F: 3 clusters Score -2.50731e+07 nChanged 7405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93680 members 
Mstep: Class 2 contains 84486 members 
Entering Unmasked Estep 
Score: -25075486.000000 Penalty: 5996.873535
	Iteration 12Q: 3 clusters Score -2.507549e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95416 members 
Mstep: Class 2 contains 82750 members 
Entering Unmasked Estep 
Score: -25076120.000000 Penalty: 5996.873535
	Iteration 13Q: 3 clusters Score -2.507612e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97261 members 
Mstep: Class 2 contains 80905 members 
Entering Unmasked Estep 
Score: -25076284.000000 Penalty: 5996.873535
	Iteration 14Q: 3 clusters Score -2.507628e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99161 members 
Mstep: Class 2 contains 79005 members 
Entering Unmasked Estep 
Score: -25076402.000000 Penalty: 5996.873535
	Iteration 15Q: 3 clusters Score -2.50764e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101171 members 
Mstep: Class 2 contains 76995 members 
Entering Unmasked Estep 
Score: -25076332.000000 Penalty: 5996.873535
	Iteration 16Q: 3 clusters Score -2.507633e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103233 members 
Mstep: Class 2 contains 74933 members 
Entering Unmasked Estep 
Score: -25076430.000000 Penalty: 5996.873535
	Iteration 17Q: 3 clusters Score -2.507643e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105451 members 
Mstep: Class 2 contains 72715 members 
Entering Unmasked Estep 
Score: -25076456.000000 Penalty: 5996.873535
	Iteration 18Q: 3 clusters Score -2.507646e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107662 members 
Mstep: Class 2 contains 70504 members 
Entering Unmasked Estep 
Score: -25076478.000000 Penalty: 5996.873535
	Iteration 19Q: 3 clusters Score -2.507648e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109813 members 
Mstep: Class 2 contains 68353 members 
Entering Unmasked Estep 
Score: -25076648.000000 Penalty: 5996.873535
	Iteration 20F: 3 clusters Score -2.507665e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111911 members 
Mstep: Class 2 contains 66255 members 
Entering Unmasked Estep 
Score: -25076964.000000 Penalty: 5996.873535
	Iteration 21Q: 3 clusters Score -2.507696e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113925 members 
Mstep: Class 2 contains 64241 members 
Entering Unmasked Estep 
Score: -25076796.000000 Penalty: 5996.873535
	Iteration 22Q: 3 clusters Score -2.50768e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115875 members 
Mstep: Class 2 contains 62291 members 
Entering Unmasked Estep 
Score: -25076776.000000 Penalty: 5996.873535
	Iteration 23Q: 3 clusters Score -2.507678e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117650 members 
Mstep: Class 2 contains 60516 members 
Entering Unmasked Estep 
Score: -25076738.000000 Penalty: 5996.873535
	Iteration 24Q: 3 clusters Score -2.507674e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119283 members 
Mstep: Class 2 contains 58883 members 
Entering Unmasked Estep 
Score: -25076930.000000 Penalty: 5996.873535
	Iteration 25Q: 3 clusters Score -2.507693e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120767 members 
Mstep: Class 2 contains 57399 members 
Entering Unmasked Estep 
Score: -25076996.000000 Penalty: 5996.873535
	Iteration 26Q: 3 clusters Score -2.5077e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122212 members 
Mstep: Class 2 contains 55954 members 
Entering Unmasked Estep 
Score: -25077056.000000 Penalty: 5996.873535
	Iteration 27Q: 3 clusters Score -2.507706e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123451 members 
Mstep: Class 2 contains 54715 members 
Entering Unmasked Estep 
Score: -25076938.000000 Penalty: 5996.873535
	Iteration 28Q: 3 clusters Score -2.507694e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124376 members 
Mstep: Class 2 contains 53790 members 
Entering Unmasked Estep 
Score: -25076956.000000 Penalty: 5996.873535
	Iteration 29Q: 3 clusters Score -2.507696e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125121 members 
Mstep: Class 2 contains 53045 members 
Entering Unmasked Estep 
Score: -25077038.000000 Penalty: 5996.873535
	Iteration 30Q: 3 clusters Score -2.507704e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125707 members 
Mstep: Class 2 contains 52459 members 
Entering Unmasked Estep 
Score: -25077126.000000 Penalty: 5996.873535
	Iteration 31Q: 3 clusters Score -2.507713e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126083 members 
Mstep: Class 2 contains 52083 members 
Entering Unmasked Estep 
Score: -25076956.000000 Penalty: 5996.873535
	Iteration 32Q: 3 clusters Score -2.507696e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126300 members 
Mstep: Class 2 contains 51866 members 
Entering Unmasked Estep 
Score: -25076872.000000 Penalty: 5996.873535
	Iteration 33Q: 3 clusters Score -2.507687e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126350 members 
Mstep: Class 2 contains 51816 members 
Entering Unmasked Estep 
Score: -25076808.000000 Penalty: 5996.873535
	Iteration 34Q: 3 clusters Score -2.507681e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126292 members 
Mstep: Class 2 contains 51874 members 
Entering Unmasked Estep 
Score: -25076734.000000 Penalty: 5996.873535
	Iteration 35Q: 3 clusters Score -2.507673e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126062 members 
Mstep: Class 2 contains 52104 members 
Entering Unmasked Estep 
Score: -25076644.000000 Penalty: 5996.873535
	Iteration 36Q: 3 clusters Score -2.507664e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125717 members 
Mstep: Class 2 contains 52449 members 
Entering Unmasked Estep 
Score: -25076544.000000 Penalty: 5996.873535
	Iteration 37Q: 3 clusters Score -2.507654e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125292 members 
Mstep: Class 2 contains 52874 members 
Entering Unmasked Estep 
Score: -25076488.000000 Penalty: 5996.873535
	Iteration 38Q: 3 clusters Score -2.507649e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124742 members 
Mstep: Class 2 contains 53424 members 
Entering Unmasked Estep 
Score: -25076394.000000 Penalty: 5996.873535
	Iteration 39Q: 3 clusters Score -2.507639e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124046 members 
Mstep: Class 2 contains 54120 members 
Entering Unmasked Estep 
Score: -25076390.000000 Penalty: 5996.873535
	Iteration 40F: 3 clusters Score -2.507639e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123226 members 
Mstep: Class 2 contains 54940 members 
Entering Unmasked Estep 
Score: -25076398.000000 Penalty: 5996.873535
	Iteration 41Q: 3 clusters Score -2.50764e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122377 members 
Mstep: Class 2 contains 55789 members 
Entering Unmasked Estep 
Score: -25076378.000000 Penalty: 5996.873535
	Iteration 42Q: 3 clusters Score -2.507638e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121519 members 
Mstep: Class 2 contains 56647 members 
Entering Unmasked Estep 
Score: -25076298.000000 Penalty: 5996.873535
	Iteration 43Q: 3 clusters Score -2.50763e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120644 members 
Mstep: Class 2 contains 57522 members 
Entering Unmasked Estep 
Score: -25076286.000000 Penalty: 5996.873535
	Iteration 44Q: 3 clusters Score -2.507629e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119689 members 
Mstep: Class 2 contains 58477 members 
Entering Unmasked Estep 
Score: -25076244.000000 Penalty: 5996.873535
	Iteration 45Q: 3 clusters Score -2.507624e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118742 members 
Mstep: Class 2 contains 59424 members 
Entering Unmasked Estep 
Score: -25076222.000000 Penalty: 5996.873535
	Iteration 46Q: 3 clusters Score -2.507622e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117767 members 
Mstep: Class 2 contains 60399 members 
Entering Unmasked Estep 
Score: -25076208.000000 Penalty: 5996.873535
	Iteration 47Q: 3 clusters Score -2.507621e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116717 members 
Mstep: Class 2 contains 61449 members 
Entering Unmasked Estep 
Score: -25076326.000000 Penalty: 5996.873535
	Iteration 48Q: 3 clusters Score -2.507633e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115538 members 
Mstep: Class 2 contains 62628 members 
Entering Unmasked Estep 
Score: -25076424.000000 Penalty: 5996.873535
	Iteration 49Q: 3 clusters Score -2.507642e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114262 members 
Mstep: Class 2 contains 63904 members 
Entering Unmasked Estep 
Score: -25076408.000000 Penalty: 5996.873535
	Iteration 50Q: 3 clusters Score -2.507641e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112881 members 
Mstep: Class 2 contains 65285 members 
Entering Unmasked Estep 
Score: -25076444.000000 Penalty: 5996.873535
	Iteration 51Q: 3 clusters Score -2.507644e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111498 members 
Mstep: Class 2 contains 66668 members 
Entering Unmasked Estep 
Score: -25076390.000000 Penalty: 5996.873535
	Iteration 52Q: 3 clusters Score -2.507639e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110105 members 
Mstep: Class 2 contains 68061 members 
Entering Unmasked Estep 
Score: -25076462.000000 Penalty: 5996.873535
	Iteration 53Q: 3 clusters Score -2.507646e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108698 members 
Mstep: Class 2 contains 69468 members 
Entering Unmasked Estep 
Score: -25076620.000000 Penalty: 5996.873535
	Iteration 54Q: 3 clusters Score -2.507662e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107155 members 
Mstep: Class 2 contains 71011 members 
Entering Unmasked Estep 
Score: -25076752.000000 Penalty: 5996.873535
	Iteration 55Q: 3 clusters Score -2.507675e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105545 members 
Mstep: Class 2 contains 72621 members 
Entering Unmasked Estep 
Score: -25076906.000000 Penalty: 5996.873535
	Iteration 56Q: 3 clusters Score -2.507691e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103949 members 
Mstep: Class 2 contains 74217 members 
Entering Unmasked Estep 
Score: -25077106.000000 Penalty: 5996.873535
	Iteration 57Q: 3 clusters Score -2.507711e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102279 members 
Mstep: Class 2 contains 75887 members 
Entering Unmasked Estep 
Score: -25077270.000000 Penalty: 5996.873535
	Iteration 58Q: 3 clusters Score -2.507727e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100588 members 
Mstep: Class 2 contains 77578 members 
Entering Unmasked Estep 
Score: -25077482.000000 Penalty: 5996.873535
	Iteration 59Q: 3 clusters Score -2.507748e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98861 members 
Mstep: Class 2 contains 79305 members 
Entering Unmasked Estep 
Score: -25077682.000000 Penalty: 5996.873535
	Iteration 60F: 3 clusters Score -2.507768e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97049 members 
Mstep: Class 2 contains 81117 members 
Entering Unmasked Estep 
Score: -25078094.000000 Penalty: 5996.873535
	Iteration 61Q: 3 clusters Score -2.507809e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95112 members 
Mstep: Class 2 contains 83054 members 
Entering Unmasked Estep 
Score: -25078438.000000 Penalty: 5996.873535
	Iteration 62Q: 3 clusters Score -2.507844e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93087 members 
Mstep: Class 2 contains 85079 members 
Entering Unmasked Estep 
Score: -25078824.000000 Penalty: 5996.873535
	Iteration 63Q: 3 clusters Score -2.507882e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90931 members 
Mstep: Class 2 contains 87235 members 
Entering Unmasked Estep 
Score: -25079102.000000 Penalty: 5996.873535
	Iteration 64Q: 3 clusters Score -2.50791e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88638 members 
Mstep: Class 2 contains 89528 members 
Entering Unmasked Estep 
Score: -25079376.000000 Penalty: 5996.873535
	Iteration 65Q: 3 clusters Score -2.507938e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86219 members 
Mstep: Class 2 contains 91947 members 
Entering Unmasked Estep 
Score: -25079864.000000 Penalty: 5996.873535
	Iteration 66Q: 3 clusters Score -2.507986e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83775 members 
Mstep: Class 2 contains 94391 members 
Entering Unmasked Estep 
Score: -25080324.000000 Penalty: 5996.873535
	Iteration 67Q: 3 clusters Score -2.508032e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81256 members 
Mstep: Class 2 contains 96910 members 
Entering Unmasked Estep 
Score: -25080842.000000 Penalty: 5996.873535
	Iteration 68Q: 3 clusters Score -2.508084e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78684 members 
Mstep: Class 2 contains 99482 members 
Entering Unmasked Estep 
Score: -25081378.000000 Penalty: 5996.873535
	Iteration 69Q: 3 clusters Score -2.508138e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76061 members 
Mstep: Class 2 contains 102105 members 
Entering Unmasked Estep 
Score: -25082298.000000 Penalty: 5996.873535
	Iteration 70Q: 3 clusters Score -2.50823e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73478 members 
Mstep: Class 2 contains 104688 members 
Entering Unmasked Estep 
Score: -25082872.000000 Penalty: 5996.873535
	Iteration 71Q: 3 clusters Score -2.508287e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71032 members 
Mstep: Class 2 contains 107134 members 
Entering Unmasked Estep 
Score: -25083480.000000 Penalty: 5996.873535
	Iteration 72Q: 3 clusters Score -2.508348e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68970 members 
Mstep: Class 2 contains 109196 members 
Entering Unmasked Estep 
Score: -25083948.000000 Penalty: 5996.873535
	Iteration 73Q: 3 clusters Score -2.508395e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67295 members 
Mstep: Class 2 contains 110871 members 
Entering Unmasked Estep 
Score: -25084230.000000 Penalty: 5996.873535
	Iteration 74Q: 3 clusters Score -2.508423e+07 nChanged 2523
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65878 members 
Mstep: Class 2 contains 112288 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2.508415e+07 nChanged 1986
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64834 members 
Mstep: Class 2 contains 113332 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2.508427e+07 nChanged 1530
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64076 members 
Mstep: Class 2 contains 114090 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2.508419e+07 nChanged 1150
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Mstep: Class 1 contains 63490 members 
Mstep: Class 2 contains 114676 members 
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	Iteration 78Q: 3 clusters Score -2.508403e+07 nChanged 901
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Mstep: Class 1 contains 63035 members 
Mstep: Class 2 contains 115131 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2.508397e+07 nChanged 719
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62712 members 
Mstep: Class 2 contains 115454 members 
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	Iteration 80F: 3 clusters Score -2.508474e+07 nChanged 1244
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61826 members 
Mstep: Class 2 contains 116340 members 
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	Iteration 81Q: 3 clusters Score -2.508485e+07 nChanged 1472
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61096 members 
Mstep: Class 2 contains 117070 members 
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	Iteration 82Q: 3 clusters Score -2.508489e+07 nChanged 1329
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60497 members 
Mstep: Class 2 contains 117669 members 
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	Iteration 83Q: 3 clusters Score -2.50848e+07 nChanged 1169
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60010 members 
Mstep: Class 2 contains 118156 members 
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	Iteration 84Q: 3 clusters Score -2.508468e+07 nChanged 986
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Mstep: Class 1 contains 59640 members 
Mstep: Class 2 contains 118526 members 
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	Iteration 85Q: 3 clusters Score -2.508456e+07 nChanged 880
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Mstep: Class 1 contains 59356 members 
Mstep: Class 2 contains 118810 members 
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	Iteration 86Q: 3 clusters Score -2.508445e+07 nChanged 741
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Mstep: Class 1 contains 59119 members 
Mstep: Class 2 contains 119047 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2.508435e+07 nChanged 631
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Mstep: Class 1 contains 58942 members 
Mstep: Class 2 contains 119224 members 
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	Iteration 88Q: 3 clusters Score -2.508422e+07 nChanged 523
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Mstep: Class 1 contains 58795 members 
Mstep: Class 2 contains 119371 members 
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	Iteration 89Q: 3 clusters Score -2.508412e+07 nChanged 466
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58703 members 
Mstep: Class 2 contains 119463 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2.508409e+07 nChanged 452
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Mstep: Class 1 contains 58639 members 
Mstep: Class 2 contains 119527 members 
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	Iteration 91Q: 3 clusters Score -2.508406e+07 nChanged 412
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Mstep: Class 1 contains 58587 members 
Mstep: Class 2 contains 119579 members 
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	Iteration 92Q: 3 clusters Score -2.508401e+07 nChanged 342
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Mstep: Class 1 contains 58565 members 
Mstep: Class 2 contains 119601 members 
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	Iteration 93Q: 3 clusters Score -2.508395e+07 nChanged 287
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58528 members 
Mstep: Class 2 contains 119638 members 
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	Iteration 94Q: 3 clusters Score -2.50839e+07 nChanged 250
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58494 members 
Mstep: Class 2 contains 119672 members 
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	Iteration 95Q: 3 clusters Score -2.508385e+07 nChanged 234
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Mstep: Class 1 contains 58476 members 
Mstep: Class 2 contains 119690 members 
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	Iteration 96Q: 3 clusters Score -2.508381e+07 nChanged 206
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Mstep: Class 1 contains 58460 members 
Mstep: Class 2 contains 119706 members 
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	Iteration 97Q: 3 clusters Score -2.508377e+07 nChanged 201
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Mstep: Class 1 contains 58441 members 
Mstep: Class 2 contains 119725 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2.508376e+07 nChanged 172
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Mstep: Class 1 contains 58435 members 
Mstep: Class 2 contains 119731 members 
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	Iteration 99Q: 3 clusters Score -2.508374e+07 nChanged 151
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Mstep: Class 1 contains 58442 members 
Mstep: Class 2 contains 119724 members 
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	Iteration 100F: 3 clusters Score -2.508367e+07 nChanged 151
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Mstep: Class 1 contains 58483 members 
Mstep: Class 2 contains 119683 members 
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	Iteration 101Q: 3 clusters Score -2.50837e+07 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 2 contains 119656 members 
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	Iteration 102Q: 3 clusters Score -2.508368e+07 nChanged 110
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Mstep: Class 1 contains 58530 members 
Mstep: Class 2 contains 119636 members 
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	Iteration 103Q: 3 clusters Score -2.508365e+07 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 2 contains 119602 members 
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	Iteration 104Q: 3 clusters Score -2.508362e+07 nChanged 71
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Mstep: Class 2 contains 119571 members 
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	Iteration 105Q: 3 clusters Score -2.50836e+07 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 2 contains 119549 members 
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	Iteration 106Q: 3 clusters Score -2.508359e+07 nChanged 85
Entering Unmasked Mstep 
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	Iteration 107Q: 3 clusters Score -2.50836e+07 nChanged 85
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Mstep: Class 2 contains 119507 members 
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	Iteration 108Q: 3 clusters Score -2.508359e+07 nChanged 64
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Mstep: Class 2 contains 119487 members 
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	Iteration 109Q: 3 clusters Score -2.508356e+07 nChanged 61
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Mstep: Class 2 contains 119456 members 
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	Iteration 110Q: 3 clusters Score -2.508355e+07 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58729 members 
Mstep: Class 2 contains 119437 members 
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	Iteration 111Q: 3 clusters Score -2.508353e+07 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58752 members 
Mstep: Class 2 contains 119414 members 
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	Iteration 112Q: 3 clusters Score -2.508351e+07 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 2 contains 119392 members 
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	Iteration 113Q: 3 clusters Score -2.508353e+07 nChanged 45
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	Iteration 114Q: 3 clusters Score -2.508352e+07 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58816 members 
Mstep: Class 2 contains 119350 members 
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	Iteration 115Q: 3 clusters Score -2.508351e+07 nChanged 36
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	Iteration 116Q: 3 clusters Score -2.508348e+07 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58869 members 
Mstep: Class 2 contains 119297 members 
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	Iteration 117Q: 3 clusters Score -2.508351e+07 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58905 members 
Mstep: Class 2 contains 119261 members 
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	Iteration 118Q: 3 clusters Score -2.508349e+07 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58960 members 
Mstep: Class 2 contains 119206 members 
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	Iteration 119Q: 3 clusters Score -2.508352e+07 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59011 members 
Mstep: Class 2 contains 119155 members 
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	Iteration 120F: 3 clusters Score -2.508349e+07 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59067 members 
Mstep: Class 2 contains 119099 members 
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	Iteration 121Q: 3 clusters Score -2.50835e+07 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59134 members 
Mstep: Class 2 contains 119032 members 
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	Iteration 122Q: 3 clusters Score -2.508349e+07 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59195 members 
Mstep: Class 2 contains 118971 members 
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	Iteration 123Q: 3 clusters Score -2.50835e+07 nChanged 71
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Mstep: Class 1 contains 59246 members 
Mstep: Class 2 contains 118920 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2.50835e+07 nChanged 79
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Mstep: Class 1 contains 59317 members 
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	Iteration 125Q: 3 clusters Score -2.508344e+07 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 2 contains 118775 members 
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	Iteration 126Q: 3 clusters Score -2.508345e+07 nChanged 67
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	Iteration 127Q: 3 clusters Score -2.508344e+07 nChanged 76
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Mstep: Class 1 contains 59522 members 
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	Iteration 128Q: 3 clusters Score -2.508348e+07 nChanged 80
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	Iteration 129Q: 3 clusters Score -2.508344e+07 nChanged 106
Entering Unmasked Mstep 
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	Iteration 130Q: 3 clusters Score -2.508342e+07 nChanged 84
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	Iteration 131Q: 3 clusters Score -2.508342e+07 nChanged 90
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	Iteration 132Q: 3 clusters Score -2.508339e+07 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 2 contains 118230 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2.508346e+07 nChanged 85
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2.508346e+07 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 2 contains 118069 members 
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	Iteration 135Q: 3 clusters Score -2.508347e+07 nChanged 76
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Mstep: Class 2 contains 117993 members 
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	Iteration 136Q: 3 clusters Score -2.508347e+07 nChanged 86
Entering Unmasked Mstep 
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	Iteration 137Q: 3 clusters Score -2.508349e+07 nChanged 73
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	Iteration 138Q: 3 clusters Score -2.508347e+07 nChanged 60
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	Iteration 139Q: 3 clusters Score -2.508352e+07 nChanged 67
Entering Unmasked Mstep 
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	Iteration 140F: 3 clusters Score -2.508348e+07 nChanged 64
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	Iteration 141Q: 3 clusters Score -2.508347e+07 nChanged 59
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	Iteration 142Q: 3 clusters Score -2.508346e+07 nChanged 44
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2.508345e+07 nChanged 40
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2.508346e+07 nChanged 56
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2.508345e+07 nChanged 57
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2.508345e+07 nChanged 59
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2.508344e+07 nChanged 56
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2.508341e+07 nChanged 65
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2.508335e+07 nChanged 77
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Mstep: Class 2 contains 117204 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2.508338e+07 nChanged 76
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Mstep: Class 2 contains 117138 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2.508338e+07 nChanged 81
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Mstep: Class 1 contains 61101 members 
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2.508337e+07 nChanged 75
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Mstep: Class 1 contains 61174 members 
Mstep: Class 2 contains 116992 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2.508334e+07 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61261 members 
Mstep: Class 2 contains 116905 members 
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	Iteration 154Q: 3 clusters Score -2.508332e+07 nChanged 85
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Mstep: Class 1 contains 61340 members 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2.508334e+07 nChanged 79
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Mstep: Class 2 contains 116751 members 
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	Iteration 156Q: 3 clusters Score -2.508331e+07 nChanged 63
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2.50833e+07 nChanged 66
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Mstep: Class 2 contains 116632 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2.508332e+07 nChanged 70
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Mstep: Class 2 contains 116564 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2.508334e+07 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 2 contains 116475 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -2.50833e+07 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61781 members 
Mstep: Class 2 contains 116385 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2.508334e+07 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61862 members 
Mstep: Class 2 contains 116304 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2.508331e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61944 members 
Mstep: Class 2 contains 116222 members 
Entering Unmasked Estep 
Score: -25083308.000000 Penalty: 5996.873535
	Iteration 163Q: 3 clusters Score -2.508331e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62042 members 
Mstep: Class 2 contains 116124 members 
Entering Unmasked Estep 
Score: -25083274.000000 Penalty: 5996.873535
	Iteration 164Q: 3 clusters Score -2.508327e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62133 members 
Mstep: Class 2 contains 116033 members 
Entering Unmasked Estep 
Score: -25083288.000000 Penalty: 5996.873535
	Iteration 165Q: 3 clusters Score -2.508329e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62226 members 
Mstep: Class 2 contains 115940 members 
Entering Unmasked Estep 
Score: -25083270.000000 Penalty: 5996.873535
	Iteration 166Q: 3 clusters Score -2.508327e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62337 members 
Mstep: Class 2 contains 115829 members 
Entering Unmasked Estep 
Score: -25083268.000000 Penalty: 5996.873535
	Iteration 167Q: 3 clusters Score -2.508327e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62465 members 
Mstep: Class 2 contains 115701 members 
Entering Unmasked Estep 
Score: -25083214.000000 Penalty: 5996.873535
	Iteration 168Q: 3 clusters Score -2.508321e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62600 members 
Mstep: Class 2 contains 115566 members 
Entering Unmasked Estep 
Score: -25083190.000000 Penalty: 5996.873535
	Iteration 169Q: 3 clusters Score -2.508319e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62747 members 
Mstep: Class 2 contains 115419 members 
Entering Unmasked Estep 
Score: -25083180.000000 Penalty: 5996.873535
	Iteration 170Q: 3 clusters Score -2.508318e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62914 members 
Mstep: Class 2 contains 115252 members 
Entering Unmasked Estep 
Score: -25083212.000000 Penalty: 5996.873535
	Iteration 171Q: 3 clusters Score -2.508321e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63080 members 
Mstep: Class 2 contains 115086 members 
Entering Unmasked Estep 
Score: -25083184.000000 Penalty: 5996.873535
	Iteration 172Q: 3 clusters Score -2.508318e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63237 members 
Mstep: Class 2 contains 114929 members 
Entering Unmasked Estep 
Score: -25083166.000000 Penalty: 5996.873535
	Iteration 173Q: 3 clusters Score -2.508317e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63379 members 
Mstep: Class 2 contains 114787 members 
Entering Unmasked Estep 
Score: -25083136.000000 Penalty: 5996.873535
	Iteration 174Q: 3 clusters Score -2.508314e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63519 members 
Mstep: Class 2 contains 114647 members 
Entering Unmasked Estep 
Score: -25083136.000000 Penalty: 5996.873535
	Iteration 175Q: 3 clusters Score -2.508314e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63684 members 
Mstep: Class 2 contains 114482 members 
Entering Unmasked Estep 
Score: -25083164.000000 Penalty: 5996.873535
	Iteration 176Q: 3 clusters Score -2.508316e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63853 members 
Mstep: Class 2 contains 114313 members 
Entering Unmasked Estep 
Score: -25083152.000000 Penalty: 5996.873535
	Iteration 177Q: 3 clusters Score -2.508315e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64037 members 
Mstep: Class 2 contains 114129 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -2.508318e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64236 members 
Mstep: Class 2 contains 113930 members 
Entering Unmasked Estep 
Score: -25083162.000000 Penalty: 5996.873535
	Iteration 179Q: 3 clusters Score -2.508316e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64433 members 
Mstep: Class 2 contains 113733 members 
Entering Unmasked Estep 
Score: -25083218.000000 Penalty: 5996.873535
	Iteration 180F: 3 clusters Score -2.508322e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64651 members 
Mstep: Class 2 contains 113515 members 
Entering Unmasked Estep 
Score: -25083198.000000 Penalty: 5996.873535
	Iteration 181Q: 3 clusters Score -2.50832e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64883 members 
Mstep: Class 2 contains 113283 members 
Entering Unmasked Estep 
Score: -25083188.000000 Penalty: 5996.873535
	Iteration 182Q: 3 clusters Score -2.508319e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65143 members 
Mstep: Class 2 contains 113023 members 
Entering Unmasked Estep 
Score: -25083130.000000 Penalty: 5996.873535
	Iteration 183Q: 3 clusters Score -2.508313e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 112762 members 
Entering Unmasked Estep 
Score: -25083140.000000 Penalty: 5996.873535
	Iteration 184Q: 3 clusters Score -2.508314e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65674 members 
Mstep: Class 2 contains 112492 members 
Entering Unmasked Estep 
Score: -25083120.000000 Penalty: 5996.873535
	Iteration 185Q: 3 clusters Score -2.508312e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65952 members 
Mstep: Class 2 contains 112214 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -2.50831e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66259 members 
Mstep: Class 2 contains 111907 members 
Entering Unmasked Estep 
Score: -25083128.000000 Penalty: 5996.873535
	Iteration 187Q: 3 clusters Score -2.508313e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66543 members 
Mstep: Class 2 contains 111623 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -2.508312e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66798 members 
Mstep: Class 2 contains 111368 members 
Entering Unmasked Estep 
Score: -25083126.000000 Penalty: 5996.873535
	Iteration 189Q: 3 clusters Score -2.508313e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67037 members 
Mstep: Class 2 contains 111129 members 
Entering Unmasked Estep 
Score: -25083114.000000 Penalty: 5996.873535
	Iteration 190Q: 3 clusters Score -2.508311e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67251 members 
Mstep: Class 2 contains 110915 members 
Entering Unmasked Estep 
Score: -25083126.000000 Penalty: 5996.873535
	Iteration 191Q: 3 clusters Score -2.508313e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67442 members 
Mstep: Class 2 contains 110724 members 
Entering Unmasked Estep 
Score: -25083144.000000 Penalty: 5996.873535
	Iteration 192Q: 3 clusters Score -2.508314e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67616 members 
Mstep: Class 2 contains 110550 members 
Entering Unmasked Estep 
Score: -25083180.000000 Penalty: 5996.873535
	Iteration 193Q: 3 clusters Score -2.508318e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67797 members 
Mstep: Class 2 contains 110369 members 
Entering Unmasked Estep 
Score: -25083146.000000 Penalty: 5996.873535
	Iteration 194Q: 3 clusters Score -2.508315e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67974 members 
Mstep: Class 2 contains 110192 members 
Entering Unmasked Estep 
Score: -25083100.000000 Penalty: 5996.873535
	Iteration 195Q: 3 clusters Score -2.50831e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68164 members 
Mstep: Class 2 contains 110002 members 
Entering Unmasked Estep 
Score: -25083120.000000 Penalty: 5996.873535
	Iteration 196Q: 3 clusters Score -2.508312e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68347 members 
Mstep: Class 2 contains 109819 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -2.508311e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68505 members 
Mstep: Class 2 contains 109661 members 
Entering Unmasked Estep 
Score: -25083066.000000 Penalty: 5996.873535
	Iteration 198Q: 3 clusters Score -2.508307e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68675 members 
Mstep: Class 2 contains 109491 members 
Entering Unmasked Estep 
Score: -25083042.000000 Penalty: 5996.873535
	Iteration 199Q: 3 clusters Score -2.508304e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68840 members 
Mstep: Class 2 contains 109326 members 
Entering Unmasked Estep 
Score: -25083078.000000 Penalty: 5996.873535
	Iteration 200F: 3 clusters Score -2.508308e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69014 members 
Mstep: Class 2 contains 109152 members 
Entering Unmasked Estep 
Score: -25083098.000000 Penalty: 5996.873535
	Iteration 201Q: 3 clusters Score -2.50831e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69184 members 
Mstep: Class 2 contains 108982 members 
Entering Unmasked Estep 
Score: -25083024.000000 Penalty: 5996.873535
	Iteration 202Q: 3 clusters Score -2.508302e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69369 members 
Mstep: Class 2 contains 108797 members 
Entering Unmasked Estep 
Score: -25083010.000000 Penalty: 5996.873535
	Iteration 203Q: 3 clusters Score -2.508301e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69550 members 
Mstep: Class 2 contains 108616 members 
Entering Unmasked Estep 
Score: -25083020.000000 Penalty: 5996.873535
	Iteration 204Q: 3 clusters Score -2.508302e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69742 members 
Mstep: Class 2 contains 108424 members 
Entering Unmasked Estep 
Score: -25083018.000000 Penalty: 5996.873535
	Iteration 205Q: 3 clusters Score -2.508302e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69899 members 
Mstep: Class 2 contains 108267 members 
Entering Unmasked Estep 
Score: -25082982.000000 Penalty: 5996.873535
	Iteration 206Q: 3 clusters Score -2.508298e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70055 members 
Mstep: Class 2 contains 108111 members 
Entering Unmasked Estep 
Score: -25082974.000000 Penalty: 5996.873535
	Iteration 207Q: 3 clusters Score -2.508297e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70205 members 
Mstep: Class 2 contains 107961 members 
Entering Unmasked Estep 
Score: -25082986.000000 Penalty: 5996.873535
	Iteration 208Q: 3 clusters Score -2.508299e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70349 members 
Mstep: Class 2 contains 107817 members 
Entering Unmasked Estep 
Score: -25083002.000000 Penalty: 5996.873535
	Iteration 209Q: 3 clusters Score -2.5083e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70478 members 
Mstep: Class 2 contains 107688 members 
Entering Unmasked Estep 
Score: -25083024.000000 Penalty: 5996.873535
	Iteration 210Q: 3 clusters Score -2.508302e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70604 members 
Mstep: Class 2 contains 107562 members 
Entering Unmasked Estep 
Score: -25083032.000000 Penalty: 5996.873535
	Iteration 211Q: 3 clusters Score -2.508303e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70726 members 
Mstep: Class 2 contains 107440 members 
Entering Unmasked Estep 
Score: -25083060.000000 Penalty: 5996.873535
	Iteration 212Q: 3 clusters Score -2.508306e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70845 members 
Mstep: Class 2 contains 107321 members 
Entering Unmasked Estep 
Score: -25083040.000000 Penalty: 5996.873535
	Iteration 213Q: 3 clusters Score -2.508304e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70969 members 
Mstep: Class 2 contains 107197 members 
Entering Unmasked Estep 
Score: -25083022.000000 Penalty: 5996.873535
	Iteration 214Q: 3 clusters Score -2.508302e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71086 members 
Mstep: Class 2 contains 107080 members 
Entering Unmasked Estep 
Score: -25083046.000000 Penalty: 5996.873535
	Iteration 215Q: 3 clusters Score -2.508305e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71219 members 
Mstep: Class 2 contains 106947 members 
Entering Unmasked Estep 
Score: -25083040.000000 Penalty: 5996.873535
	Iteration 216Q: 3 clusters Score -2.508304e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71351 members 
Mstep: Class 2 contains 106815 members 
Entering Unmasked Estep 
Score: -25083028.000000 Penalty: 5996.873535
	Iteration 217Q: 3 clusters Score -2.508303e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71492 members 
Mstep: Class 2 contains 106674 members 
Entering Unmasked Estep 
Score: -25083064.000000 Penalty: 5996.873535
	Iteration 218Q: 3 clusters Score -2.508306e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71626 members 
Mstep: Class 2 contains 106540 members 
Entering Unmasked Estep 
Score: -25083050.000000 Penalty: 5996.873535
	Iteration 219Q: 3 clusters Score -2.508305e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71755 members 
Mstep: Class 2 contains 106411 members 
Entering Unmasked Estep 
Score: -25083028.000000 Penalty: 5996.873535
	Iteration 220F: 3 clusters Score -2.508303e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71889 members 
Mstep: Class 2 contains 106277 members 
Entering Unmasked Estep 
Score: -25082980.000000 Penalty: 5996.873535
	Iteration 221Q: 3 clusters Score -2.508298e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72040 members 
Mstep: Class 2 contains 106126 members 
Entering Unmasked Estep 
Score: -25082988.000000 Penalty: 5996.873535
	Iteration 222Q: 3 clusters Score -2.508299e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72191 members 
Mstep: Class 2 contains 105975 members 
Entering Unmasked Estep 
Score: -25082960.000000 Penalty: 5996.873535
	Iteration 223Q: 3 clusters Score -2.508296e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72352 members 
Mstep: Class 2 contains 105814 members 
Entering Unmasked Estep 
Score: -25082952.000000 Penalty: 5996.873535
	Iteration 224Q: 3 clusters Score -2.508295e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72507 members 
Mstep: Class 2 contains 105659 members 
Entering Unmasked Estep 
Score: -25082944.000000 Penalty: 5996.873535
	Iteration 225Q: 3 clusters Score -2.508294e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72661 members 
Mstep: Class 2 contains 105505 members 
Entering Unmasked Estep 
Score: -25082954.000000 Penalty: 5996.873535
	Iteration 226Q: 3 clusters Score -2.508295e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72827 members 
Mstep: Class 2 contains 105339 members 
Entering Unmasked Estep 
Score: -25082994.000000 Penalty: 5996.873535
	Iteration 227Q: 3 clusters Score -2.508299e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72975 members 
Mstep: Class 2 contains 105191 members 
Entering Unmasked Estep 
Score: -25082968.000000 Penalty: 5996.873535
	Iteration 228Q: 3 clusters Score -2.508297e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73105 members 
Mstep: Class 2 contains 105061 members 
Entering Unmasked Estep 
Score: -25083002.000000 Penalty: 5996.873535
	Iteration 229Q: 3 clusters Score -2.5083e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73231 members 
Mstep: Class 2 contains 104935 members 
Entering Unmasked Estep 
Score: -25083056.000000 Penalty: 5996.873535
	Iteration 230Q: 3 clusters Score -2.508306e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73376 members 
Mstep: Class 2 contains 104790 members 
Entering Unmasked Estep 
Score: -25083100.000000 Penalty: 5996.873535
	Iteration 231Q: 3 clusters Score -2.50831e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73506 members 
Mstep: Class 2 contains 104660 members 
Entering Unmasked Estep 
Score: -25083132.000000 Penalty: 5996.873535
	Iteration 232Q: 3 clusters Score -2.508313e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73644 members 
Mstep: Class 2 contains 104522 members 
Entering Unmasked Estep 
Score: -25083138.000000 Penalty: 5996.873535
	Iteration 233Q: 3 clusters Score -2.508314e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73755 members 
Mstep: Class 2 contains 104411 members 
Entering Unmasked Estep 
Score: -25083170.000000 Penalty: 5996.873535
	Iteration 234Q: 3 clusters Score -2.508317e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73864 members 
Mstep: Class 2 contains 104302 members 
Entering Unmasked Estep 
Score: -25083188.000000 Penalty: 5996.873535
	Iteration 235Q: 3 clusters Score -2.508319e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73964 members 
Mstep: Class 2 contains 104202 members 
Entering Unmasked Estep 
Score: -25083190.000000 Penalty: 5996.873535
	Iteration 236Q: 3 clusters Score -2.508319e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74043 members 
Mstep: Class 2 contains 104123 members 
Entering Unmasked Estep 
Score: -25083208.000000 Penalty: 5996.873535
	Iteration 237Q: 3 clusters Score -2.508321e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74118 members 
Mstep: Class 2 contains 104048 members 
Entering Unmasked Estep 
Score: -25083220.000000 Penalty: 5996.873535
	Iteration 238Q: 3 clusters Score -2.508322e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74197 members 
Mstep: Class 2 contains 103969 members 
Entering Unmasked Estep 
Score: -25083242.000000 Penalty: 5996.873535
	Iteration 239Q: 3 clusters Score -2.508324e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74282 members 
Mstep: Class 2 contains 103884 members 
Entering Unmasked Estep 
Score: -25083246.000000 Penalty: 5996.873535
	Iteration 240F: 3 clusters Score -2.508325e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74356 members 
Mstep: Class 2 contains 103810 members 
Entering Unmasked Estep 
Score: -25083278.000000 Penalty: 5996.873535
	Iteration 241Q: 3 clusters Score -2.508328e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74446 members 
Mstep: Class 2 contains 103720 members 
Entering Unmasked Estep 
Score: -25083280.000000 Penalty: 5996.873535
	Iteration 242Q: 3 clusters Score -2.508328e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74526 members 
Mstep: Class 2 contains 103640 members 
Entering Unmasked Estep 
Score: -25083276.000000 Penalty: 5996.873535
	Iteration 243Q: 3 clusters Score -2.508328e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74616 members 
Mstep: Class 2 contains 103550 members 
Entering Unmasked Estep 
Score: -25083278.000000 Penalty: 5996.873535
	Iteration 244Q: 3 clusters Score -2.508328e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74715 members 
Mstep: Class 2 contains 103451 members 
Entering Unmasked Estep 
Score: -25083236.000000 Penalty: 5996.873535
	Iteration 245Q: 3 clusters Score -2.508324e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74798 members 
Mstep: Class 2 contains 103368 members 
Entering Unmasked Estep 
Score: -25083228.000000 Penalty: 5996.873535
	Iteration 246Q: 3 clusters Score -2.508323e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74879 members 
Mstep: Class 2 contains 103287 members 
Entering Unmasked Estep 
Score: -25083230.000000 Penalty: 5996.873535
	Iteration 247Q: 3 clusters Score -2.508323e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74975 members 
Mstep: Class 2 contains 103191 members 
Entering Unmasked Estep 
Score: -25083218.000000 Penalty: 5996.873535
	Iteration 248Q: 3 clusters Score -2.508322e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75076 members 
Mstep: Class 2 contains 103090 members 
Entering Unmasked Estep 
Score: -25083258.000000 Penalty: 5996.873535
	Iteration 249Q: 3 clusters Score -2.508326e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75160 members 
Mstep: Class 2 contains 103006 members 
Entering Unmasked Estep 
Score: -25083248.000000 Penalty: 5996.873535
	Iteration 250Q: 3 clusters Score -2.508325e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75236 members 
Mstep: Class 2 contains 102930 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -2.508325e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75314 members 
Mstep: Class 2 contains 102852 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -2.508322e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75399 members 
Mstep: Class 2 contains 102767 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -2.508321e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75480 members 
Mstep: Class 2 contains 102686 members 
Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -2.508321e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75564 members 
Mstep: Class 2 contains 102602 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -2.508324e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75651 members 
Mstep: Class 2 contains 102515 members 
Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -2.508318e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75748 members 
Mstep: Class 2 contains 102418 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -2.50832e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75839 members 
Mstep: Class 2 contains 102327 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -2.508323e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75925 members 
Mstep: Class 2 contains 102241 members 
Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -2.508325e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76012 members 
Mstep: Class 2 contains 102154 members 
Entering Unmasked Estep 
Score: -25083232.000000 Penalty: 5996.873535
	Iteration 260F: 3 clusters Score -2.508323e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76087 members 
Mstep: Class 2 contains 102079 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -2.508327e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76167 members 
Mstep: Class 2 contains 101999 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -2.508326e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76258 members 
Mstep: Class 2 contains 101908 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -2.508327e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76345 members 
Mstep: Class 2 contains 101821 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -2.508324e+07 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76443 members 
Mstep: Class 2 contains 101723 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -2.508326e+07 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76547 members 
Mstep: Class 2 contains 101619 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -2.508331e+07 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76637 members 
Mstep: Class 2 contains 101529 members 
Entering Unmasked Estep 
Score: -25083280.000000 Penalty: 5996.873535
	Iteration 267Q: 3 clusters Score -2.508328e+07 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76731 members 
Mstep: Class 2 contains 101435 members 
Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -2.508326e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76831 members 
Mstep: Class 2 contains 101335 members 
Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -2.508324e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76936 members 
Mstep: Class 2 contains 101230 members 
Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -2.508325e+07 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77034 members 
Mstep: Class 2 contains 101132 members 
Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -2.508326e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77109 members 
Mstep: Class 2 contains 101057 members 
Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -2.508326e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77202 members 
Mstep: Class 2 contains 100964 members 
Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -2.508326e+07 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77297 members 
Mstep: Class 2 contains 100869 members 
Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -2.508329e+07 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77392 members 
Mstep: Class 2 contains 100774 members 
Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -2.508335e+07 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77490 members 
Mstep: Class 2 contains 100676 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -2.508332e+07 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77607 members 
Mstep: Class 2 contains 100559 members 
Entering Unmasked Estep 
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	Iteration 277Q: 3 clusters Score -2.508332e+07 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77716 members 
Mstep: Class 2 contains 100450 members 
Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -2.508331e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77833 members 
Mstep: Class 2 contains 100333 members 
Entering Unmasked Estep 
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	Iteration 279Q: 3 clusters Score -2.508329e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77953 members 
Mstep: Class 2 contains 100213 members 
Entering Unmasked Estep 
Score: -25083314.000000 Penalty: 5996.873535
	Iteration 280F: 3 clusters Score -2.508331e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78087 members 
Mstep: Class 2 contains 100079 members 
Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -2.508335e+07 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78218 members 
Mstep: Class 2 contains 99948 members 
Entering Unmasked Estep 
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	Iteration 282Q: 3 clusters Score -2.508338e+07 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78371 members 
Mstep: Class 2 contains 99795 members 
Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -2.508336e+07 nChanged 203
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78536 members 
Mstep: Class 2 contains 99630 members 
Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -2.508335e+07 nChanged 204
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78696 members 
Mstep: Class 2 contains 99470 members 
Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -2.508335e+07 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78854 members 
Mstep: Class 2 contains 99312 members 
Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -2.508339e+07 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78986 members 
Mstep: Class 2 contains 99180 members 
Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -2.508343e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79114 members 
Mstep: Class 2 contains 99052 members 
Entering Unmasked Estep 
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	Iteration 288Q: 3 clusters Score -2.508344e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79275 members 
Mstep: Class 2 contains 98891 members 
Entering Unmasked Estep 
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	Iteration 289Q: 3 clusters Score -2.508352e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79415 members 
Mstep: Class 2 contains 98751 members 
Entering Unmasked Estep 
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	Iteration 290Q: 3 clusters Score -2.508353e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79550 members 
Mstep: Class 2 contains 98616 members 
Entering Unmasked Estep 
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	Iteration 291Q: 3 clusters Score -2.508355e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79692 members 
Mstep: Class 2 contains 98474 members 
Entering Unmasked Estep 
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	Iteration 292Q: 3 clusters Score -2.508356e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79806 members 
Mstep: Class 2 contains 98360 members 
Entering Unmasked Estep 
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	Iteration 293Q: 3 clusters Score -2.508358e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79922 members 
Mstep: Class 2 contains 98244 members 
Entering Unmasked Estep 
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	Iteration 294Q: 3 clusters Score -2.508354e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80041 members 
Mstep: Class 2 contains 98125 members 
Entering Unmasked Estep 
Score: -25083552.000000 Penalty: 5996.873535
	Iteration 295Q: 3 clusters Score -2.508355e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80180 members 
Mstep: Class 2 contains 97986 members 
Entering Unmasked Estep 
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	Iteration 296Q: 3 clusters Score -2.508352e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80332 members 
Mstep: Class 2 contains 97834 members 
Entering Unmasked Estep 
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	Iteration 297Q: 3 clusters Score -2.508352e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80473 members 
Mstep: Class 2 contains 97693 members 
Entering Unmasked Estep 
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	Iteration 298Q: 3 clusters Score -2.508351e+07 nChanged 209
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80630 members 
Mstep: Class 2 contains 97536 members 
Entering Unmasked Estep 
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	Iteration 299Q: 3 clusters Score -2.508348e+07 nChanged 188
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80772 members 
Mstep: Class 2 contains 97394 members 
Entering Unmasked Estep 
Score: -25083562.000000 Penalty: 5996.873535
	Iteration 300F: 3 clusters Score -2.508356e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80929 members 
Mstep: Class 2 contains 97237 members 
Entering Unmasked Estep 
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	Iteration 301Q: 3 clusters Score -2.508357e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81081 members 
Mstep: Class 2 contains 97085 members 
Entering Unmasked Estep 
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	Iteration 302Q: 3 clusters Score -2.508361e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81241 members 
Mstep: Class 2 contains 96925 members 
Entering Unmasked Estep 
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	Iteration 303Q: 3 clusters Score -2.508362e+07 nChanged 233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81408 members 
Mstep: Class 2 contains 96758 members 
Entering Unmasked Estep 
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	Iteration 304Q: 3 clusters Score -2.508368e+07 nChanged 228
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81574 members 
Mstep: Class 2 contains 96592 members 
Entering Unmasked Estep 
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	Iteration 305Q: 3 clusters Score -2.50837e+07 nChanged 219
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81733 members 
Mstep: Class 2 contains 96433 members 
Entering Unmasked Estep 
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	Iteration 306Q: 3 clusters Score -2.508372e+07 nChanged 227
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81866 members 
Mstep: Class 2 contains 96300 members 
Entering Unmasked Estep 
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	Iteration 307Q: 3 clusters Score -2.508374e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81976 members 
Mstep: Class 2 contains 96190 members 
Entering Unmasked Estep 
Score: -25083740.000000 Penalty: 5996.873535
	Iteration 308Q: 3 clusters Score -2.508374e+07 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82072 members 
Mstep: Class 2 contains 96094 members 
Entering Unmasked Estep 
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	Iteration 309Q: 3 clusters Score -2.508376e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82175 members 
Mstep: Class 2 contains 95991 members 
Entering Unmasked Estep 
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	Iteration 310Q: 3 clusters Score -2.50838e+07 nChanged 193
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82282 members 
Mstep: Class 2 contains 95884 members 
Entering Unmasked Estep 
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	Iteration 311Q: 3 clusters Score -2.508383e+07 nChanged 201
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82377 members 
Mstep: Class 2 contains 95789 members 
Entering Unmasked Estep 
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	Iteration 312Q: 3 clusters Score -2.508385e+07 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82446 members 
Mstep: Class 2 contains 95720 members 
Entering Unmasked Estep 
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	Iteration 313Q: 3 clusters Score -2.508385e+07 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82503 members 
Mstep: Class 2 contains 95663 members 
Entering Unmasked Estep 
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	Iteration 314Q: 3 clusters Score -2.508387e+07 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82556 members 
Mstep: Class 2 contains 95610 members 
Entering Unmasked Estep 
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	Iteration 315Q: 3 clusters Score -2.508389e+07 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82616 members 
Mstep: Class 2 contains 95550 members 
Entering Unmasked Estep 
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	Iteration 316Q: 3 clusters Score -2.508389e+07 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82668 members 
Mstep: Class 2 contains 95498 members 
Entering Unmasked Estep 
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	Iteration 317Q: 3 clusters Score -2.508387e+07 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82686 members 
Mstep: Class 2 contains 95480 members 
Entering Unmasked Estep 
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	Iteration 318Q: 3 clusters Score -2.508387e+07 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82705 members 
Mstep: Class 2 contains 95461 members 
Entering Unmasked Estep 
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	Iteration 319Q: 3 clusters Score -2.508388e+07 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82707 members 
Mstep: Class 2 contains 95459 members 
Entering Unmasked Estep 
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	Iteration 320F: 3 clusters Score -2.508394e+07 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 2 contains 95459 members 
Entering Unmasked Estep 
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	Iteration 321Q: 3 clusters Score -2.508389e+07 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82714 members 
Mstep: Class 2 contains 95452 members 
Entering Unmasked Estep 
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	Iteration 322Q: 3 clusters Score -2.508391e+07 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82711 members 
Mstep: Class 2 contains 95455 members 
Entering Unmasked Estep 
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	Iteration 323Q: 3 clusters Score -2.508392e+07 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82696 members 
Mstep: Class 2 contains 95470 members 
Entering Unmasked Estep 
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	Iteration 324Q: 3 clusters Score -2.50839e+07 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82689 members 
Mstep: Class 2 contains 95477 members 
Entering Unmasked Estep 
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	Iteration 325Q: 3 clusters Score -2.50839e+07 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82674 members 
Mstep: Class 2 contains 95492 members 
Entering Unmasked Estep 
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	Iteration 326Q: 3 clusters Score -2.50839e+07 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82662 members 
Mstep: Class 2 contains 95504 members 
Entering Unmasked Estep 
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	Iteration 327Q: 3 clusters Score -2.508388e+07 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82648 members 
Mstep: Class 2 contains 95518 members 
Entering Unmasked Estep 
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	Iteration 328Q: 3 clusters Score -2.508388e+07 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82631 members 
Mstep: Class 2 contains 95535 members 
Entering Unmasked Estep 
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	Iteration 329Q: 3 clusters Score -2.508391e+07 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82617 members 
Mstep: Class 2 contains 95549 members 
Entering Unmasked Estep 
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	Iteration 330Q: 3 clusters Score -2.508389e+07 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82596 members 
Mstep: Class 2 contains 95570 members 
Entering Unmasked Estep 
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	Iteration 331Q: 3 clusters Score -2.508391e+07 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82587 members 
Mstep: Class 2 contains 95579 members 
Entering Unmasked Estep 
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	Iteration 332Q: 3 clusters Score -2.508393e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82580 members 
Mstep: Class 2 contains 95586 members 
Entering Unmasked Estep 
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	Iteration 333Q: 3 clusters Score -2.508391e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82572 members 
Mstep: Class 2 contains 95594 members 
Entering Unmasked Estep 
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	Iteration 334Q: 3 clusters Score -2.508391e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82559 members 
Mstep: Class 2 contains 95607 members 
Entering Unmasked Estep 
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	Iteration 335Q: 3 clusters Score -2.508392e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82552 members 
Mstep: Class 2 contains 95614 members 
Entering Unmasked Estep 
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	Iteration 336Q: 3 clusters Score -2.508391e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82537 members 
Mstep: Class 2 contains 95629 members 
Entering Unmasked Estep 
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	Iteration 337Q: 3 clusters Score -2.508391e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82534 members 
Mstep: Class 2 contains 95632 members 
Entering Unmasked Estep 
Score: -25083906.000000 Penalty: 5996.873535
	Iteration 338Q: 3 clusters Score -2.508391e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82535 members 
Mstep: Class 2 contains 95631 members 
Entering Unmasked Estep 
Score: -25083904.000000 Penalty: 5996.873535
	Iteration 339Q: 3 clusters Score -2.50839e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82537 members 
Mstep: Class 2 contains 95629 members 
Entering Unmasked Estep 
Score: -25083906.000000 Penalty: 5996.873535
	Iteration 340F: 3 clusters Score -2.508391e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82539 members 
Mstep: Class 2 contains 95627 members 
Entering Unmasked Estep 
Score: -25083920.000000 Penalty: 5996.873535
	Iteration 341Q: 3 clusters Score -2.508392e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82539 members 
Mstep: Class 2 contains 95627 members 
Entering Unmasked Estep 
Score: -25083916.000000 Penalty: 5996.873535
	Iteration 342Q: 3 clusters Score -2.508392e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82533 members 
Mstep: Class 2 contains 95633 members 
Entering Unmasked Estep 
Score: -25083906.000000 Penalty: 5996.873535
	Iteration 343Q: 3 clusters Score -2.508391e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82532 members 
Mstep: Class 2 contains 95634 members 
Entering Unmasked Estep 
Score: -25083884.000000 Penalty: 5996.873535
	Iteration 344Q: 3 clusters Score -2.508388e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82533 members 
Mstep: Class 2 contains 95633 members 
Entering Unmasked Estep 
Score: -25083900.000000 Penalty: 5996.873535
	Iteration 345Q: 3 clusters Score -2.50839e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82532 members 
Mstep: Class 2 contains 95634 members 
Entering Unmasked Estep 
Score: -25083904.000000 Penalty: 5996.873535
	Iteration 346Q: 3 clusters Score -2.50839e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82534 members 
Mstep: Class 2 contains 95632 members 
Entering Unmasked Estep 
Score: -25083906.000000 Penalty: 5996.873535
	Iteration 347Q: 3 clusters Score -2.508391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82536 members 
Mstep: Class 2 contains 95630 members 
Entering Unmasked Estep 
Score: -25083904.000000 Penalty: 5996.873535
	Iteration 348Q: 3 clusters Score -2.50839e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82533 members 
Mstep: Class 2 contains 95633 members 
Entering Unmasked Estep 
Score: -25083898.000000 Penalty: 5996.873535
	Iteration 349Q: 3 clusters Score -2.50839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82532 members 
Mstep: Class 2 contains 95634 members 
Entering Unmasked Estep 
Score: -25083900.000000 Penalty: 5996.873535
	Iteration 350Q: 3 clusters Score -2.50839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82533 members 
Mstep: Class 2 contains 95633 members 
Entering Unmasked Estep 
Score: -25083894.000000 Penalty: 5996.873535
	Iteration 351Q: 3 clusters Score -2.508389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82533 members 
Mstep: Class 2 contains 95633 members 
Entering Unmasked Estep 
Score: -25083896.000000 Penalty: 5996.873535
	Iteration 352Q: 3 clusters Score -2.50839e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82533 members 
Mstep: Class 2 contains 95633 members 
Entering Unmasked Estep 
Score: -25083898.000000 Penalty: 5996.873535
	Iteration 353Q: 3 clusters Score -2.50839e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82533 members 
Mstep: Class 2 contains 95633 members 
Entering Unmasked Estep 
Score: -25083898.000000 Penalty: 5996.873535
	Iteration 354Q: 3 clusters Score -2.50839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82532 members 
Mstep: Class 2 contains 95634 members 
Entering Unmasked Estep 
Score: -25083904.000000 Penalty: 5996.873535
	Iteration 355Q: 3 clusters Score -2.50839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82530 members 
Mstep: Class 2 contains 95636 members 
Entering Unmasked Estep 
Score: -25083914.000000 Penalty: 5996.873535
	Iteration 356Q: 3 clusters Score -2.508391e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82529 members 
Mstep: Class 2 contains 95637 members 
Entering Unmasked Estep 
Score: -25083914.000000 Penalty: 5996.873535
	Iteration 357Q: 3 clusters Score -2.508391e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82528 members 
Mstep: Class 2 contains 95638 members 
Entering Unmasked Estep 
Score: -25083910.000000 Penalty: 5996.873535
	Iteration 358Q: 3 clusters Score -2.508391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82526 members 
Mstep: Class 2 contains 95640 members 
Entering Unmasked Estep 
Score: -25083910.000000 Penalty: 5996.873535
	Iteration 359Q: 3 clusters Score -2.508391e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82526 members 
Mstep: Class 2 contains 95640 members 
Entering Unmasked Estep 
Score: -25083910.000000 Penalty: 5996.873535
	Iteration 360F: 3 clusters Score -2.508391e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Entering Unmasked Estep 
Score: -296465.062500 Penalty: 1903.189941
	Iteration 0F: 2 clusters Score -296465.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -293750.906250 Penalty: 3806.379883
	Iteration 0F: 3 clusters Score -293750.9 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -294224.468750 Penalty: 3806.379883
	Iteration 1F: 3 clusters Score -294224.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -294330.500000 Penalty: 3806.379883
	Iteration 2F: 3 clusters Score -294330.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -294396.343750 Penalty: 3806.379883
	Iteration 3Q: 3 clusters Score -294396.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -294435.218750 Penalty: 3806.379883
	Iteration 4Q: 3 clusters Score -294435.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -294465.812500 Penalty: 3806.379883
	Iteration 5Q: 3 clusters Score -294465.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -294491.125000 Penalty: 3806.379883
	Iteration 6Q: 3 clusters Score -294491.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -294507.187500 Penalty: 3806.379883
	Iteration 7Q: 3 clusters Score -294507.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -294524.250000 Penalty: 3806.379883
	Iteration 8Q: 3 clusters Score -294524.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -294532.218750 Penalty: 3806.379883
	Iteration 9Q: 3 clusters Score -294532.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -294536.562500 Penalty: 3806.379883
	Iteration 10Q: 3 clusters Score -294536.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -294544.625000 Penalty: 3806.379883
	Iteration 11Q: 3 clusters Score -294544.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -294551.687500 Penalty: 3806.379883
	Iteration 12Q: 3 clusters Score -294551.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -294559.812500 Penalty: 3806.379883
	Iteration 13Q: 3 clusters Score -294559.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -294567.781250 Penalty: 3806.379883
	Iteration 14Q: 3 clusters Score -294567.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -294573.656250 Penalty: 3806.379883
	Iteration 15Q: 3 clusters Score -294573.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -294577.406250 Penalty: 3806.379883
	Iteration 16Q: 3 clusters Score -294577.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -294583.281250 Penalty: 3806.379883
	Iteration 17Q: 3 clusters Score -294583.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -294590.718750 Penalty: 3806.379883
	Iteration 18Q: 3 clusters Score -294590.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -294594.093750 Penalty: 3806.379883
	Iteration 19Q: 3 clusters Score -294594.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -294595.843750 Penalty: 3806.379883
	Iteration 20F: 3 clusters Score -294595.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -294596.218750 Penalty: 3806.379883
	Iteration 21Q: 3 clusters Score -294596.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -294596.218750 Penalty: 3806.379883
	Iteration 22F: 3 clusters Score -294596.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -81267.898438 Penalty: 1583.946045
	Iteration 0F: 2 clusters Score -81267.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -79650.312500 Penalty: 3167.892090
	Iteration 0F: 3 clusters Score -79650.31 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -79823.031250 Penalty: 3167.892090
	Iteration 1F: 3 clusters Score -79823.03 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -79872.187500 Penalty: 3167.892090
	Iteration 2Q: 3 clusters Score -79872.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -79887.554688 Penalty: 3167.892090
	Iteration 3Q: 3 clusters Score -79887.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -79891.921875 Penalty: 3167.892090
	Iteration 4Q: 3 clusters Score -79891.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -79897.039062 Penalty: 3167.892090
	Iteration 5Q: 3 clusters Score -79897.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -79901.773438 Penalty: 3167.892090
	Iteration 6Q: 3 clusters Score -79901.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -79903.257812 Penalty: 3167.892090
	Iteration 7Q: 3 clusters Score -79903.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -79907.882812 Penalty: 3167.892090
	Iteration 8Q: 3 clusters Score -79907.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -79910.984375 Penalty: 3167.892090
	Iteration 9Q: 3 clusters Score -79910.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -79912.828125 Penalty: 3167.892090
	Iteration 10Q: 3 clusters Score -79912.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -79913.718750 Penalty: 3167.892090
	Iteration 11Q: 3 clusters Score -79913.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -79913.718750 Penalty: 3167.892090
	Iteration 12F: 3 clusters Score -79913.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Entering Unmasked Estep 
Score: -445975.812500 Penalty: 2007.708374
	Iteration 0F: 2 clusters Score -445975.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -442582.625000 Penalty: 4015.416748
	Iteration 0F: 3 clusters Score -442582.6 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -443279.906250 Penalty: 4015.416748
	Iteration 1F: 3 clusters Score -443279.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -443428.781250 Penalty: 4015.416748
	Iteration 2F: 3 clusters Score -443428.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -443513.843750 Penalty: 4015.416748
	Iteration 3Q: 3 clusters Score -443513.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -443557.000000 Penalty: 4015.416748
	Iteration 4Q: 3 clusters Score -443557 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -443594.250000 Penalty: 4015.416748
	Iteration 5Q: 3 clusters Score -443594.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -443620.656250 Penalty: 4015.416748
	Iteration 6Q: 3 clusters Score -443620.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -443639.968750 Penalty: 4015.416748
	Iteration 7Q: 3 clusters Score -443640 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -443656.968750 Penalty: 4015.416748
	Iteration 8Q: 3 clusters Score -443657 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -443677.875000 Penalty: 4015.416748
	Iteration 9Q: 3 clusters Score -443677.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -443695.968750 Penalty: 4015.416748
	Iteration 10Q: 3 clusters Score -443696 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -443707.406250 Penalty: 4015.416748
	Iteration 11Q: 3 clusters Score -443707.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -443721.125000 Penalty: 4015.416748
	Iteration 12Q: 3 clusters Score -443721.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -443742.093750 Penalty: 4015.416748
	Iteration 13Q: 3 clusters Score -443742.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -443758.062500 Penalty: 4015.416748
	Iteration 14Q: 3 clusters Score -443758.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -443780.000000 Penalty: 4015.416748
	Iteration 15Q: 3 clusters Score -443780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -443797.718750 Penalty: 4015.416748
	Iteration 16Q: 3 clusters Score -443797.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -443809.562500 Penalty: 4015.416748
	Iteration 17Q: 3 clusters Score -443809.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -443822.375000 Penalty: 4015.416748
	Iteration 18Q: 3 clusters Score -443822.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -443833.468750 Penalty: 4015.416748
	Iteration 19Q: 3 clusters Score -443833.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -443843.343750 Penalty: 4015.416748
	Iteration 20F: 3 clusters Score -443843.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -443855.718750 Penalty: 4015.416748
	Iteration 21Q: 3 clusters Score -443855.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -443870.281250 Penalty: 4015.416748
	Iteration 22Q: 3 clusters Score -443870.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -443879.437500 Penalty: 4015.416748
	Iteration 23Q: 3 clusters Score -443879.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -443884.500000 Penalty: 4015.416748
	Iteration 24Q: 3 clusters Score -443884.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -443890.968750 Penalty: 4015.416748
	Iteration 25Q: 3 clusters Score -443891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -443899.312500 Penalty: 4015.416748
	Iteration 26Q: 3 clusters Score -443899.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -443903.125000 Penalty: 4015.416748
	Iteration 27Q: 3 clusters Score -443903.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -443907.500000 Penalty: 4015.416748
	Iteration 28Q: 3 clusters Score -443907.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -443916.843750 Penalty: 4015.416748
	Iteration 29Q: 3 clusters Score -443916.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -443926.375000 Penalty: 4015.416748
	Iteration 30Q: 3 clusters Score -443926.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -443931.500000 Penalty: 4015.416748
	Iteration 31Q: 3 clusters Score -443931.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -443937.093750 Penalty: 4015.416748
	Iteration 32Q: 3 clusters Score -443937.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -443942.593750 Penalty: 4015.416748
	Iteration 33Q: 3 clusters Score -443942.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -443952.562500 Penalty: 4015.416748
	Iteration 34Q: 3 clusters Score -443952.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -443961.312500 Penalty: 4015.416748
	Iteration 35Q: 3 clusters Score -443961.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -443970.156250 Penalty: 4015.416748
	Iteration 36Q: 3 clusters Score -443970.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -443979.218750 Penalty: 4015.416748
	Iteration 37Q: 3 clusters Score -443979.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -443989.031250 Penalty: 4015.416748
	Iteration 38Q: 3 clusters Score -443989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -443999.718750 Penalty: 4015.416748
	Iteration 39Q: 3 clusters Score -443999.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -444009.656250 Penalty: 4015.416748
	Iteration 40F: 3 clusters Score -444009.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -444023.937500 Penalty: 4015.416748
	Iteration 41Q: 3 clusters Score -444023.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -444036.031250 Penalty: 4015.416748
	Iteration 42Q: 3 clusters Score -444036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -444046.062500 Penalty: 4015.416748
	Iteration 43Q: 3 clusters Score -444046.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -444054.937500 Penalty: 4015.416748
	Iteration 44Q: 3 clusters Score -444054.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -444067.312500 Penalty: 4015.416748
	Iteration 45Q: 3 clusters Score -444067.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -444079.562500 Penalty: 4015.416748
	Iteration 46Q: 3 clusters Score -444079.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -444091.718750 Penalty: 4015.416748
	Iteration 47Q: 3 clusters Score -444091.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -444103.687500 Penalty: 4015.416748
	Iteration 48Q: 3 clusters Score -444103.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -444118.062500 Penalty: 4015.416748
	Iteration 49Q: 3 clusters Score -444118.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -444139.000000 Penalty: 4015.416748
	Iteration 50Q: 3 clusters Score -444139 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -444171.250000 Penalty: 4015.416748
	Iteration 51Q: 3 clusters Score -444171.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -444205.281250 Penalty: 4015.416748
	Iteration 52Q: 3 clusters Score -444205.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -444245.031250 Penalty: 4015.416748
	Iteration 53Q: 3 clusters Score -444245 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -444282.750000 Penalty: 4015.416748
	Iteration 54Q: 3 clusters Score -444282.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -444336.093750 Penalty: 4015.416748
	Iteration 55Q: 3 clusters Score -444336.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -444400.968750 Penalty: 4015.416748
	Iteration 56Q: 3 clusters Score -444401 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -444476.718750 Penalty: 4015.416748
	Iteration 57Q: 3 clusters Score -444476.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -444560.937500 Penalty: 4015.416748
	Iteration 58Q: 3 clusters Score -444560.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -444616.031250 Penalty: 4015.416748
	Iteration 59Q: 3 clusters Score -444616 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -444668.281250 Penalty: 4015.416748
	Iteration 60F: 3 clusters Score -444668.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -444710.718750 Penalty: 4015.416748
	Iteration 61Q: 3 clusters Score -444710.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -444735.250000 Penalty: 4015.416748
	Iteration 62Q: 3 clusters Score -444735.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -444751.906250 Penalty: 4015.416748
	Iteration 63Q: 3 clusters Score -444751.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -444765.843750 Penalty: 4015.416748
	Iteration 64Q: 3 clusters Score -444765.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -444783.062500 Penalty: 4015.416748
	Iteration 65Q: 3 clusters Score -444783.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -444795.781250 Penalty: 4015.416748
	Iteration 66Q: 3 clusters Score -444795.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -444803.937500 Penalty: 4015.416748
	Iteration 67Q: 3 clusters Score -444803.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -444807.875000 Penalty: 4015.416748
	Iteration 68Q: 3 clusters Score -444807.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -444808.812500 Penalty: 4015.416748
	Iteration 69Q: 3 clusters Score -444808.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -444809.125000 Penalty: 4015.416748
	Iteration 70Q: 3 clusters Score -444809.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -444810.937500 Penalty: 4015.416748
	Iteration 71Q: 3 clusters Score -444810.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -444811.656250 Penalty: 4015.416748
	Iteration 72Q: 3 clusters Score -444811.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -444811.656250 Penalty: 4015.416748
	Iteration 73Q: 3 clusters Score -444811.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -444811.656250 Penalty: 4015.416748
	Iteration 74F: 3 clusters Score -444811.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Entering Unmasked Estep 
Score: -33023.984375 Penalty: 1437.422363
	Iteration 0F: 2 clusters Score -33023.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31883.078125 Penalty: 2874.844727
	Iteration 0F: 3 clusters Score -31883.08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -32457.361328 Penalty: 2874.844727
	Iteration 1F: 3 clusters Score -32457.36 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -32788.203125 Penalty: 2874.844727
	Iteration 2F: 3 clusters Score -32788.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32982.804688 Penalty: 2874.844727
	Iteration 3Q: 3 clusters Score -32982.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -33088.312500 Penalty: 2874.844727
	Iteration 4Q: 3 clusters Score -33088.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -33243.476562 Penalty: 2874.844727
	Iteration 5Q: 3 clusters Score -33243.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -33254.511719 Penalty: 2874.844727
	Iteration 6Q: 3 clusters Score -33254.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -33254.511719 Penalty: 2874.844727
	Iteration 7F: 3 clusters Score -33254.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 66947 members 
Mstep: Class 3 contains 506 members 
Mstep: Class 4 contains 874 members 
Mstep: Class 5 contains 161083 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 28208 members 
Mstep: Class 8 contains 160987 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 167909 members 
Mstep: Class 11 contains 6967 members 
Mstep: Class 12 contains 129123 members 
Mstep: Class 13 contains 17135 members 
Mstep: Class 14 contains 13551 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 12315 members 
Mstep: Class 17 contains 4506 members 
Mstep: Class 18 contains 178166 members 
Mstep: Class 19 contains 2152 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3280 members 
Mstep: Class 22 contains 110 members 
Mstep: Class 23 contains 219 members 
Entering Unmasked Estep 
Score: -132663904.000000 Penalty: 78577.234375
Splitting cluster 22 changes total score from -132663704.000000 to -132663904.000000
So it's getting split into cluster 23.
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 66947 members 
Mstep: Class 3 contains 506 members 
Mstep: Class 4 contains 874 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 28208 members 
Mstep: Class 8 contains 160987 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 167909 members 
Mstep: Class 11 contains 6967 members 
Mstep: Class 12 contains 129123 members 
Mstep: Class 13 contains 17135 members 
Mstep: Class 14 contains 13551 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 12315 members 
Mstep: Class 17 contains 4506 members 
Mstep: Class 18 contains 178166 members 
Mstep: Class 19 contains 2152 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3280 members 
Mstep: Class 22 contains 110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132665896.000000 Penalty: 78577.234375
Iteration 119Q: 24 clusters Score -1.326659e+08 nChanged 8891
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 66844 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 873 members 
Mstep: Class 5 contains 157147 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 28206 members 
Mstep: Class 8 contains 161240 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 169797 members 
Mstep: Class 11 contains 6949 members 
Mstep: Class 12 contains 129458 members 
Mstep: Class 13 contains 17146 members 
Mstep: Class 14 contains 13590 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 16 contains 13134 members 
Mstep: Class 17 contains 4502 members 
Mstep: Class 18 contains 178890 members 
Mstep: Class 19 contains 2157 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3271 members 
Mstep: Class 22 contains 112 members 
Mstep: Class 23 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132664976.000000 Penalty: 78577.234375
Iteration 120F: 24 clusters Score -1.32665e+08 nChanged 8510
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 66699 members 
Mstep: Class 3 contains 506 members 
Mstep: Class 4 contains 872 members 
Mstep: Class 5 contains 155919 members 
Mstep: Class 6 contains 3846 members 
Mstep: Class 7 contains 27972 members 
Mstep: Class 8 contains 160736 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 171248 members 
Mstep: Class 11 contains 6891 members 
Mstep: Class 12 contains 129533 members 
Mstep: Class 13 contains 17141 members 
Mstep: Class 14 contains 13575 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 13650 members 
Mstep: Class 17 contains 4459 members 
Mstep: Class 18 contains 179089 members 
Mstep: Class 19 contains 2159 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3259 members 
Mstep: Class 22 contains 113 members 
Mstep: Class 23 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132664128.000000 Penalty: 78577.234375
Iteration 121Q: 24 clusters Score -1.326641e+08 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 66613 members 
Mstep: Class 3 contains 504 members 
Mstep: Class 4 contains 873 members 
Mstep: Class 5 contains 154419 members 
Mstep: Class 6 contains 3847 members 
Mstep: Class 7 contains 27857 members 
Mstep: Class 8 contains 160353 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 172568 members 
Mstep: Class 11 contains 6865 members 
Mstep: Class 12 contains 129612 members 
Mstep: Class 13 contains 17122 members 
Mstep: Class 14 contains 13586 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 14196 members 
Mstep: Class 17 contains 4440 members 
Mstep: Class 18 contains 179281 members 
Mstep: Class 19 contains 2158 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3259 members 
Mstep: Class 22 contains 113 members 
Mstep: Class 23 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132662096.000000 Penalty: 78577.234375
Iteration 122Q: 24 clusters Score -1.326621e+08 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 66550 members 
Mstep: Class 3 contains 502 members 
Mstep: Class 4 contains 875 members 
Mstep: Class 5 contains 152862 members 
Mstep: Class 6 contains 3848 members 
Mstep: Class 7 contains 27817 members 
Mstep: Class 8 contains 159923 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 173767 members 
Mstep: Class 11 contains 6836 members 
Mstep: Class 12 contains 129789 members 
Mstep: Class 13 contains 17112 members 
Mstep: Class 14 contains 13605 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 14729 members 
Mstep: Class 17 contains 4426 members 
Mstep: Class 18 contains 179477 members 
Mstep: Class 19 contains 2162 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3273 members 
Mstep: Class 22 contains 111 members 
Mstep: Class 23 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132661472.000000 Penalty: 78577.234375
Iteration 123Q: 24 clusters Score -1.326615e+08 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 66519 members 
Mstep: Class 3 contains 501 members 
Mstep: Class 4 contains 876 members 
Mstep: Class 5 contains 151592 members 
Mstep: Class 6 contains 3849 members 
Mstep: Class 7 contains 27858 members 
Mstep: Class 8 contains 159544 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 174551 members 
Mstep: Class 11 contains 6816 members 
Mstep: Class 12 contains 129970 members 
Mstep: Class 13 contains 17110 members 
Mstep: Class 14 contains 13623 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 15299 members 
Mstep: Class 17 contains 4403 members 
Mstep: Class 18 contains 179566 members 
Mstep: Class 19 contains 2161 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3315 members 
Mstep: Class 22 contains 108 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132660360.000000 Penalty: 78577.234375
Iteration 124Q: 24 clusters Score -1.326604e+08 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 66502 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 879 members 
Mstep: Class 5 contains 150569 members 
Mstep: Class 6 contains 3851 members 
Mstep: Class 7 contains 27901 members 
Mstep: Class 8 contains 159148 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 175114 members 
Mstep: Class 11 contains 6812 members 
Mstep: Class 12 contains 130144 members 
Mstep: Class 13 contains 17112 members 
Mstep: Class 14 contains 13650 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 15860 members 
Mstep: Class 17 contains 4363 members 
Mstep: Class 18 contains 179616 members 
Mstep: Class 19 contains 2165 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3366 members 
Mstep: Class 22 contains 103 members 
Mstep: Class 23 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132659736.000000 Penalty: 78577.234375
Iteration 125Q: 24 clusters Score -1.326597e+08 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 66451 members 
Mstep: Class 3 contains 492 members 
Mstep: Class 4 contains 885 members 
Mstep: Class 5 contains 149797 members 
Mstep: Class 6 contains 3851 members 
Mstep: Class 7 contains 27921 members 
Mstep: Class 8 contains 158756 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 175462 members 
Mstep: Class 11 contains 6809 members 
Mstep: Class 12 contains 130304 members 
Mstep: Class 13 contains 17114 members 
Mstep: Class 14 contains 13694 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 16 contains 16432 members 
Mstep: Class 17 contains 4346 members 
Mstep: Class 18 contains 179632 members 
Mstep: Class 19 contains 2161 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3444 members 
Mstep: Class 22 contains 101 members 
Mstep: Class 23 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132659880.000000 Penalty: 78577.234375
Iteration 126Q: 24 clusters Score -1.326599e+08 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 66427 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 898 members 
Mstep: Class 5 contains 149349 members 
Mstep: Class 6 contains 3852 members 
Mstep: Class 7 contains 27949 members 
Mstep: Class 8 contains 158317 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 175574 members 
Mstep: Class 11 contains 6796 members 
Mstep: Class 12 contains 130449 members 
Mstep: Class 13 contains 17118 members 
Mstep: Class 14 contains 13739 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 16970 members 
Mstep: Class 17 contains 4331 members 
Mstep: Class 18 contains 179645 members 
Mstep: Class 19 contains 2164 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3496 members 
Mstep: Class 22 contains 101 members 
Mstep: Class 23 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132659872.000000 Penalty: 78577.234375
Iteration 127Q: 24 clusters Score -1.326599e+08 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 66378 members 
Mstep: Class 3 contains 471 members 
Mstep: Class 4 contains 906 members 
Mstep: Class 5 contains 149132 members 
Mstep: Class 6 contains 3853 members 
Mstep: Class 7 contains 27995 members 
Mstep: Class 8 contains 157875 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 175498 members 
Mstep: Class 11 contains 6776 members 
Mstep: Class 12 contains 130567 members 
Mstep: Class 13 contains 17115 members 
Mstep: Class 14 contains 13770 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 17523 members 
Mstep: Class 17 contains 4309 members 
Mstep: Class 18 contains 179669 members 
Mstep: Class 19 contains 2166 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3552 members 
Mstep: Class 22 contains 101 members 
Mstep: Class 23 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132660368.000000 Penalty: 78577.234375
Iteration 128Q: 24 clusters Score -1.326604e+08 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 66328 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 906 members 
Mstep: Class 5 contains 149165 members 
Mstep: Class 6 contains 3853 members 
Mstep: Class 7 contains 28044 members 
Mstep: Class 8 contains 157336 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 175300 members 
Mstep: Class 11 contains 6769 members 
Mstep: Class 12 contains 130692 members 
Mstep: Class 13 contains 17115 members 
Mstep: Class 14 contains 13759 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 18090 members 
Mstep: Class 17 contains 4294 members 
Mstep: Class 18 contains 179682 members 
Mstep: Class 19 contains 2166 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3586 members 
Mstep: Class 22 contains 101 members 
Mstep: Class 23 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132660048.000000 Penalty: 78577.234375
Iteration 129Q: 24 clusters Score -1.3266e+08 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 66276 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 906 members 
Mstep: Class 5 contains 149403 members 
Mstep: Class 6 contains 3852 members 
Mstep: Class 7 contains 28085 members 
Mstep: Class 8 contains 156703 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 174979 members 
Mstep: Class 11 contains 6760 members 
Mstep: Class 12 contains 130841 members 
Mstep: Class 13 contains 17105 members 
Mstep: Class 14 contains 13778 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 18624 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 179721 members 
Mstep: Class 19 contains 2167 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3614 members 
Mstep: Class 22 contains 101 members 
Mstep: Class 23 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132660272.000000 Penalty: 78577.234375
Iteration 130Q: 24 clusters Score -1.326603e+08 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 66229 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 906 members 
Mstep: Class 5 contains 149840 members 
Mstep: Class 6 contains 3853 members 
Mstep: Class 7 contains 28108 members 
Mstep: Class 8 contains 155955 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 174626 members 
Mstep: Class 11 contains 6752 members 
Mstep: Class 12 contains 130942 members 
Mstep: Class 13 contains 17102 members 
Mstep: Class 14 contains 13797 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 19138 members 
Mstep: Class 17 contains 4251 members 
Mstep: Class 18 contains 179803 members 
Mstep: Class 19 contains 2162 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3625 members 
Mstep: Class 22 contains 101 members 
Mstep: Class 23 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132660208.000000 Penalty: 78577.234375
Iteration 131Q: 24 clusters Score -1.326602e+08 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 66183 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 906 members 
Mstep: Class 5 contains 150353 members 
Mstep: Class 6 contains 3854 members 
Mstep: Class 7 contains 28140 members 
Mstep: Class 8 contains 155068 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 174336 members 
Mstep: Class 11 contains 6745 members 
Mstep: Class 12 contains 131069 members 
Mstep: Class 13 contains 17085 members 
Mstep: Class 14 contains 13821 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 19610 members 
Mstep: Class 17 contains 4234 members 
Mstep: Class 18 contains 179896 members 
Mstep: Class 19 contains 2161 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3633 members 
Mstep: Class 22 contains 101 members 
Mstep: Class 23 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132660456.000000 Penalty: 78577.234375
Iteration 132Q: 24 clusters Score -1.326605e+08 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 66167 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 906 members 
Mstep: Class 5 contains 150983 members 
Mstep: Class 6 contains 3853 members 
Mstep: Class 7 contains 28146 members 
Mstep: Class 8 contains 154045 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 174089 members 
Mstep: Class 11 contains 6748 members 
Mstep: Class 12 contains 131159 members 
Mstep: Class 13 contains 17082 members 
Mstep: Class 14 contains 13863 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 20071 members 
Mstep: Class 17 contains 4224 members 
Mstep: Class 18 contains 179969 members 
Mstep: Class 19 contains 2155 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3635 members 
Mstep: Class 22 contains 101 members 
Mstep: Class 23 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132660616.000000 Penalty: 78577.234375
Iteration 133Q: 24 clusters Score -1.326606e+08 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 66147 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 906 members 
Mstep: Class 5 contains 151575 members 
Mstep: Class 6 contains 3852 members 
Mstep: Class 7 contains 28180 members 
Mstep: Class 8 contains 152818 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 173944 members 
Mstep: Class 11 contains 6747 members 
Mstep: Class 12 contains 131282 members 
Mstep: Class 13 contains 17076 members 
Mstep: Class 14 contains 13927 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 20556 members 
Mstep: Class 17 contains 4210 members 
Mstep: Class 18 contains 180092 members 
Mstep: Class 19 contains 2153 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3634 members 
Mstep: Class 22 contains 101 members 
Mstep: Class 23 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132660640.000000 Penalty: 78577.234375
Iteration 134Q: 24 clusters Score -1.326606e+08 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 66121 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 906 members 
Mstep: Class 5 contains 152109 members 
Mstep: Class 6 contains 3852 members 
Mstep: Class 7 contains 28206 members 
Mstep: Class 8 contains 151679 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 173765 members 
Mstep: Class 11 contains 6753 members 
Mstep: Class 12 contains 131446 members 
Mstep: Class 13 contains 17069 members 
Mstep: Class 14 contains 13985 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 21061 members 
Mstep: Class 17 contains 4207 members 
Mstep: Class 18 contains 180151 members 
Mstep: Class 19 contains 2152 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3639 members 
Mstep: Class 22 contains 101 members 
Mstep: Class 23 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132660584.000000 Penalty: 78577.234375
Iteration 135Q: 24 clusters Score -1.326606e+08 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 66089 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 906 members 
Mstep: Class 5 contains 152695 members 
Mstep: Class 6 contains 3853 members 
Mstep: Class 7 contains 28250 members 
Mstep: Class 8 contains 150546 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 173550 members 
Mstep: Class 11 contains 6754 members 
Mstep: Class 12 contains 131619 members 
Mstep: Class 13 contains 17060 members 
Mstep: Class 14 contains 14055 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 21536 members 
Mstep: Class 17 contains 4200 members 
Mstep: Class 18 contains 180209 members 
Mstep: Class 19 contains 2148 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3633 members 
Mstep: Class 22 contains 101 members 
Mstep: Class 23 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132660688.000000 Penalty: 78577.234375
Iteration 136Q: 24 clusters Score -1.326607e+08 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 66060 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 906 members 
Mstep: Class 5 contains 153283 members 
Mstep: Class 6 contains 3853 members 
Mstep: Class 7 contains 28283 members 
Mstep: Class 8 contains 149405 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 173300 members 
Mstep: Class 11 contains 6745 members 
Mstep: Class 12 contains 131807 members 
Mstep: Class 13 contains 17065 members 
Mstep: Class 14 contains 14133 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 22031 members 
Mstep: Class 17 contains 4191 members 
Mstep: Class 18 contains 180265 members 
Mstep: Class 19 contains 2147 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3631 members 
Mstep: Class 22 contains 101 members 
Mstep: Class 23 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132660560.000000 Penalty: 78577.234375
Iteration 137Q: 24 clusters Score -1.326606e+08 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 66040 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 906 members 
Mstep: Class 5 contains 153856 members 
Mstep: Class 6 contains 3853 members 
Mstep: Class 7 contains 28310 members 
Mstep: Class 8 contains 148314 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 173005 members 
Mstep: Class 11 contains 6739 members 
Mstep: Class 12 contains 131962 members 
Mstep: Class 13 contains 17060 members 
Mstep: Class 14 contains 14219 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 22515 members 
Mstep: Class 17 contains 4184 members 
Mstep: Class 18 contains 180361 members 
Mstep: Class 19 contains 2145 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 101 members 
Mstep: Class 23 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132660576.000000 Penalty: 78577.234375
Iteration 138Q: 24 clusters Score -1.326606e+08 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 66005 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 906 members 
Mstep: Class 5 contains 154390 members 
Mstep: Class 6 contains 3852 members 
Mstep: Class 7 contains 28324 members 
Mstep: Class 8 contains 147380 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 172749 members 
Mstep: Class 11 contains 6730 members 
Mstep: Class 12 contains 132069 members 
Mstep: Class 13 contains 17060 members 
Mstep: Class 14 contains 14286 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 22969 members 
Mstep: Class 17 contains 4177 members 
Mstep: Class 18 contains 180438 members 
Mstep: Class 19 contains 2145 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3629 members 
Mstep: Class 22 contains 101 members 
Mstep: Class 23 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132660456.000000 Penalty: 78577.234375
Iteration 139Q: 24 clusters Score -1.326605e+08 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 65985 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 906 members 
Mstep: Class 5 contains 154801 members 
Mstep: Class 6 contains 3852 members 
Mstep: Class 7 contains 28347 members 
Mstep: Class 8 contains 146518 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 172476 members 
Mstep: Class 11 contains 6719 members 
Mstep: Class 12 contains 132148 members 
Mstep: Class 13 contains 17067 members 
Mstep: Class 14 contains 14377 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 23437 members 
Mstep: Class 17 contains 4177 members 
Mstep: Class 18 contains 180524 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3631 members 
Mstep: Class 22 contains 101 members 
Mstep: Class 23 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132660920.000000 Penalty: 78577.234375
Iteration 140F: 24 clusters Score -1.326609e+08 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 65970 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 904 members 
Mstep: Class 5 contains 155319 members 
Mstep: Class 6 contains 3851 members 
Mstep: Class 7 contains 28370 members 
Mstep: Class 8 contains 145706 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 172118 members 
Mstep: Class 11 contains 6708 members 
Mstep: Class 12 contains 132237 members 
Mstep: Class 13 contains 17082 members 
Mstep: Class 14 contains 14461 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 23875 members 
Mstep: Class 17 contains 4173 members 
Mstep: Class 18 contains 180531 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3663 members 
Mstep: Class 22 contains 103 members 
Mstep: Class 23 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132661400.000000 Penalty: 78577.234375
Iteration 141Q: 24 clusters Score -1.326614e+08 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 65950 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 903 members 
Mstep: Class 5 contains 155787 members 
Mstep: Class 6 contains 3851 members 
Mstep: Class 7 contains 28406 members 
Mstep: Class 8 contains 145048 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 171695 members 
Mstep: Class 11 contains 6701 members 
Mstep: Class 12 contains 132322 members 
Mstep: Class 13 contains 17094 members 
Mstep: Class 14 contains 14529 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 24340 members 
Mstep: Class 17 contains 4165 members 
Mstep: Class 18 contains 180511 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3669 members 
Mstep: Class 22 contains 104 members 
Mstep: Class 23 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132662112.000000 Penalty: 78577.234375
Iteration 142Q: 24 clusters Score -1.326621e+08 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 65931 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 903 members 
Mstep: Class 5 contains 156331 members 
Mstep: Class 6 contains 3851 members 
Mstep: Class 7 contains 28438 members 
Mstep: Class 8 contains 144409 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 171269 members 
Mstep: Class 11 contains 6688 members 
Mstep: Class 12 contains 132410 members 
Mstep: Class 13 contains 17101 members 
Mstep: Class 14 contains 14597 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 24753 members 
Mstep: Class 17 contains 4157 members 
Mstep: Class 18 contains 180464 members 
Mstep: Class 19 contains 2138 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3674 members 
Mstep: Class 22 contains 104 members 
Mstep: Class 23 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132662832.000000 Penalty: 78577.234375
Iteration 143Q: 24 clusters Score -1.326628e+08 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 65921 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 903 members 
Mstep: Class 5 contains 156944 members 
Mstep: Class 6 contains 3851 members 
Mstep: Class 7 contains 28463 members 
Mstep: Class 8 contains 143838 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 170732 members 
Mstep: Class 11 contains 6679 members 
Mstep: Class 12 contains 132482 members 
Mstep: Class 13 contains 17110 members 
Mstep: Class 14 contains 14683 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 25151 members 
Mstep: Class 17 contains 4150 members 
Mstep: Class 18 contains 180393 members 
Mstep: Class 19 contains 2138 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3679 members 
Mstep: Class 22 contains 104 members 
Mstep: Class 23 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132663264.000000 Penalty: 78577.234375
Iteration 144Q: 24 clusters Score -1.326633e+08 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 65900 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 903 members 
Mstep: Class 5 contains 157710 members 
Mstep: Class 6 contains 3852 members 
Mstep: Class 7 contains 28493 members 
Mstep: Class 8 contains 143239 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 170131 members 
Mstep: Class 11 contains 6674 members 
Mstep: Class 12 contains 132539 members 
Mstep: Class 13 contains 17118 members 
Mstep: Class 14 contains 14749 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 25524 members 
Mstep: Class 17 contains 4138 members 
Mstep: Class 18 contains 180333 members 
Mstep: Class 19 contains 2138 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3678 members 
Mstep: Class 22 contains 104 members 
Mstep: Class 23 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132664056.000000 Penalty: 78577.234375
Iteration 145Q: 24 clusters Score -1.326641e+08 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 65881 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 903 members 
Mstep: Class 5 contains 158530 members 
Mstep: Class 6 contains 3852 members 
Mstep: Class 7 contains 28516 members 
Mstep: Class 8 contains 142612 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 169571 members 
Mstep: Class 11 contains 6672 members 
Mstep: Class 12 contains 132562 members 
Mstep: Class 13 contains 17120 members 
Mstep: Class 14 contains 14823 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 25855 members 
Mstep: Class 17 contains 4120 members 
Mstep: Class 18 contains 180288 members 
Mstep: Class 19 contains 2139 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3677 members 
Mstep: Class 22 contains 104 members 
Mstep: Class 23 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132664904.000000 Penalty: 78577.234375
Iteration 146Q: 24 clusters Score -1.326649e+08 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 65896 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 903 members 
Mstep: Class 5 contains 159505 members 
Mstep: Class 6 contains 3851 members 
Mstep: Class 7 contains 28546 members 
Mstep: Class 8 contains 141981 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 168838 members 
Mstep: Class 11 contains 6667 members 
Mstep: Class 12 contains 132593 members 
Mstep: Class 13 contains 17119 members 
Mstep: Class 14 contains 14876 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 26172 members 
Mstep: Class 17 contains 4106 members 
Mstep: Class 18 contains 180254 members 
Mstep: Class 19 contains 2145 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3673 members 
Mstep: Class 22 contains 104 members 
Mstep: Class 23 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132666056.000000 Penalty: 78577.234375
Iteration 147Q: 24 clusters Score -1.326661e+08 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 65896 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 903 members 
Mstep: Class 5 contains 160678 members 
Mstep: Class 6 contains 3851 members 
Mstep: Class 7 contains 28568 members 
Mstep: Class 8 contains 141296 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 168030 members 
Mstep: Class 11 contains 6662 members 
Mstep: Class 12 contains 132620 members 
Mstep: Class 13 contains 17121 members 
Mstep: Class 14 contains 14920 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 26475 members 
Mstep: Class 17 contains 4098 members 
Mstep: Class 18 contains 180190 members 
Mstep: Class 19 contains 2149 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3668 members 
Mstep: Class 22 contains 104 members 
Mstep: Class 23 contains 233 members 
Entering Unmasked Estep 
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Iteration 148Q: 24 clusters Score -1.326669e+08 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 65909 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 903 members 
Mstep: Class 5 contains 161949 members 
Mstep: Class 6 contains 3847 members 
Mstep: Class 7 contains 28606 members 
Mstep: Class 8 contains 140648 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 167054 members 
Mstep: Class 11 contains 6660 members 
Mstep: Class 12 contains 132624 members 
Mstep: Class 13 contains 17123 members 
Mstep: Class 14 contains 14962 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 26806 members 
Mstep: Class 17 contains 4082 members 
Mstep: Class 18 contains 180133 members 
Mstep: Class 19 contains 2153 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3667 members 
Mstep: Class 22 contains 104 members 
Mstep: Class 23 contains 233 members 
Entering Unmasked Estep 
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Iteration 149Q: 24 clusters Score -1.326682e+08 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 65916 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 903 members 
Mstep: Class 5 contains 163208 members 
Mstep: Class 6 contains 3847 members 
Mstep: Class 7 contains 28639 members 
Mstep: Class 8 contains 140000 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 166132 members 
Mstep: Class 11 contains 6648 members 
Mstep: Class 12 contains 132613 members 
Mstep: Class 13 contains 17122 members 
Mstep: Class 14 contains 15016 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 27149 members 
Mstep: Class 17 contains 4071 members 
Mstep: Class 18 contains 180042 members 
Mstep: Class 19 contains 2151 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3669 members 
Mstep: Class 22 contains 104 members 
Mstep: Class 23 contains 233 members 
Entering Unmasked Estep 
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Iteration 150Q: 24 clusters Score -1.326689e+08 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 65898 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 903 members 
Mstep: Class 5 contains 164369 members 
Mstep: Class 6 contains 3846 members 
Mstep: Class 7 contains 28676 members 
Mstep: Class 8 contains 139431 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 165253 members 
Mstep: Class 11 contains 6639 members 
Mstep: Class 12 contains 132589 members 
Mstep: Class 13 contains 17117 members 
Mstep: Class 14 contains 15065 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 27520 members 
Mstep: Class 17 contains 4052 members 
Mstep: Class 18 contains 179953 members 
Mstep: Class 19 contains 2151 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3666 members 
Mstep: Class 22 contains 104 members 
Mstep: Class 23 contains 233 members 
Entering Unmasked Estep 
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Iteration 151Q: 24 clusters Score -1.326692e+08 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 65890 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 903 members 
Mstep: Class 5 contains 165379 members 
Mstep: Class 6 contains 3848 members 
Mstep: Class 7 contains 28710 members 
Mstep: Class 8 contains 138848 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 164393 members 
Mstep: Class 11 contains 6640 members 
Mstep: Class 12 contains 132614 members 
Mstep: Class 13 contains 17116 members 
Mstep: Class 14 contains 15136 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 27877 members 
Mstep: Class 17 contains 4037 members 
Mstep: Class 18 contains 179926 members 
Mstep: Class 19 contains 2146 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3667 members 
Mstep: Class 22 contains 104 members 
Mstep: Class 23 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132669528.000000 Penalty: 78577.234375
Iteration 152Q: 24 clusters Score -1.326695e+08 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 65902 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 903 members 
Mstep: Class 5 contains 166267 members 
Mstep: Class 6 contains 3849 members 
Mstep: Class 7 contains 28743 members 
Mstep: Class 8 contains 138317 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 163625 members 
Mstep: Class 11 contains 6641 members 
Mstep: Class 12 contains 132651 members 
Mstep: Class 13 contains 17122 members 
Mstep: Class 14 contains 15188 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 28254 members 
Mstep: Class 17 contains 4024 members 
Mstep: Class 18 contains 179837 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3664 members 
Mstep: Class 22 contains 104 members 
Mstep: Class 23 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132669360.000000 Penalty: 78577.234375
Iteration 153Q: 24 clusters Score -1.326694e+08 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 65925 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 903 members 
Mstep: Class 5 contains 166925 members 
Mstep: Class 6 contains 3848 members 
Mstep: Class 7 contains 28759 members 
Mstep: Class 8 contains 137808 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 163040 members 
Mstep: Class 11 contains 6652 members 
Mstep: Class 12 contains 132646 members 
Mstep: Class 13 contains 17117 members 
Mstep: Class 14 contains 15245 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 28655 members 
Mstep: Class 17 contains 4003 members 
Mstep: Class 18 contains 179797 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3665 members 
Mstep: Class 22 contains 104 members 
Mstep: Class 23 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132669592.000000 Penalty: 78577.234375
Iteration 154Q: 24 clusters Score -1.326696e+08 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 65937 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 903 members 
Mstep: Class 5 contains 167144 members 
Mstep: Class 6 contains 3847 members 
Mstep: Class 7 contains 28762 members 
Mstep: Class 8 contains 137403 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 162726 members 
Mstep: Class 11 contains 6659 members 
Mstep: Class 12 contains 132625 members 
Mstep: Class 13 contains 17113 members 
Mstep: Class 14 contains 15329 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 29049 members 
Mstep: Class 17 contains 3987 members 
Mstep: Class 18 contains 179840 members 
Mstep: Class 19 contains 2145 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3663 members 
Mstep: Class 22 contains 104 members 
Mstep: Class 23 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132670104.000000 Penalty: 78577.234375
Iteration 155Q: 24 clusters Score -1.326701e+08 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 65959 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 903 members 
Mstep: Class 5 contains 167096 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 28773 members 
Mstep: Class 8 contains 137086 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 162563 members 
Mstep: Class 11 contains 6671 members 
Mstep: Class 12 contains 132645 members 
Mstep: Class 13 contains 17116 members 
Mstep: Class 14 contains 15398 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 29426 members 
Mstep: Class 17 contains 3979 members 
Mstep: Class 18 contains 179873 members 
Mstep: Class 19 contains 2146 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3652 members 
Mstep: Class 22 contains 104 members 
Mstep: Class 23 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132669928.000000 Penalty: 78577.234375
Iteration 156Q: 24 clusters Score -1.326699e+08 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 65991 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 903 members 
Mstep: Class 5 contains 166689 members 
Mstep: Class 6 contains 3843 members 
Mstep: Class 7 contains 28781 members 
Mstep: Class 8 contains 136844 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 162690 members 
Mstep: Class 11 contains 6675 members 
Mstep: Class 12 contains 132642 members 
Mstep: Class 13 contains 17122 members 
Mstep: Class 14 contains 15479 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 29788 members 
Mstep: Class 17 contains 3978 members 
Mstep: Class 18 contains 179920 members 
Mstep: Class 19 contains 2150 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3638 members 
Mstep: Class 22 contains 104 members 
Mstep: Class 23 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132670136.000000 Penalty: 78577.234375
Iteration 157Q: 24 clusters Score -1.326701e+08 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 65988 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 903 members 
Mstep: Class 5 contains 165985 members 
Mstep: Class 6 contains 3842 members 
Mstep: Class 7 contains 28791 members 
Mstep: Class 8 contains 136626 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 163121 members 
Mstep: Class 11 contains 6677 members 
Mstep: Class 12 contains 132662 members 
Mstep: Class 13 contains 17125 members 
Mstep: Class 14 contains 15575 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 30121 members 
Mstep: Class 17 contains 3979 members 
Mstep: Class 18 contains 179957 members 
Mstep: Class 19 contains 2150 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3632 members 
Mstep: Class 22 contains 104 members 
Mstep: Class 23 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132670256.000000 Penalty: 78577.234375
Iteration 158Q: 24 clusters Score -1.326703e+08 nChanged 3110
Entering ConstructFrom: 
Score: -132670256.000000 Penalty: 78577.234375
Entering ConstructFrom: 
Trying to split cluster 1 (974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Entering Unmasked Estep 
Score: -124943.351562 Penalty: 1706.589966
	Iteration 0F: 2 clusters Score -124943.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -123101.281250 Penalty: 3413.179932
	Iteration 0F: 3 clusters Score -123101.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -123495.765625 Penalty: 3413.179932
	Iteration 1F: 3 clusters Score -123495.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -123751.476562 Penalty: 3413.179932
	Iteration 2F: 3 clusters Score -123751.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -123998.468750 Penalty: 3413.179932
	Iteration 3F: 3 clusters Score -123998.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -124326.453125 Penalty: 3413.179932
	Iteration 4F: 3 clusters Score -124326.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -124818.023438 Penalty: 3413.179932
	Iteration 5F: 3 clusters Score -124818 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -125232.843750 Penalty: 3413.179932
	Iteration 6F: 3 clusters Score -125232.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -125457.132812 Penalty: 3413.179932
	Iteration 7Q: 3 clusters Score -125457.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -125522.828125 Penalty: 3413.179932
	Iteration 8Q: 3 clusters Score -125522.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -125539.968750 Penalty: 3413.179932
	Iteration 9Q: 3 clusters Score -125540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -125562.320312 Penalty: 3413.179932
	Iteration 10Q: 3 clusters Score -125562.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -125570.585938 Penalty: 3413.179932
	Iteration 11Q: 3 clusters Score -125570.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -125578.031250 Penalty: 3413.179932
	Iteration 12Q: 3 clusters Score -125578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -125596.679688 Penalty: 3413.179932
	Iteration 13Q: 3 clusters Score -125596.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -125621.734375 Penalty: 3413.179932
	Iteration 14Q: 3 clusters Score -125621.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -125638.250000 Penalty: 3413.179932
	Iteration 15Q: 3 clusters Score -125638.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -125644.929688 Penalty: 3413.179932
	Iteration 16Q: 3 clusters Score -125644.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -125659.421875 Penalty: 3413.179932
	Iteration 17Q: 3 clusters Score -125659.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -125674.554688 Penalty: 3413.179932
	Iteration 18Q: 3 clusters Score -125674.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -125690.539062 Penalty: 3413.179932
	Iteration 19Q: 3 clusters Score -125690.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -125712.140625 Penalty: 3413.179932
	Iteration 20F: 3 clusters Score -125712.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -125729.718750 Penalty: 3413.179932
	Iteration 21Q: 3 clusters Score -125729.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -125747.148438 Penalty: 3413.179932
	Iteration 22Q: 3 clusters Score -125747.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -125777.476562 Penalty: 3413.179932
	Iteration 23Q: 3 clusters Score -125777.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -125794.421875 Penalty: 3413.179932
	Iteration 24Q: 3 clusters Score -125794.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -125802.085938 Penalty: 3413.179932
	Iteration 25Q: 3 clusters Score -125802.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -125819.265625 Penalty: 3413.179932
	Iteration 26Q: 3 clusters Score -125819.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -125847.593750 Penalty: 3413.179932
	Iteration 27Q: 3 clusters Score -125847.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -125850.031250 Penalty: 3413.179932
	Iteration 28Q: 3 clusters Score -125850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -125850.031250 Penalty: 3413.179932
	Iteration 29F: 3 clusters Score -125850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 65986 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 903 members 
Mstep: Class 5 contains 165133 members 
Mstep: Class 6 contains 3841 members 
Mstep: Class 7 contains 28817 members 
Mstep: Class 8 contains 136347 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 163823 members 
Mstep: Class 11 contains 6683 members 
Mstep: Class 12 contains 132673 members 
Mstep: Class 13 contains 17126 members 
Mstep: Class 14 contains 15648 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 30402 members 
Mstep: Class 17 contains 3984 members 
Mstep: Class 18 contains 179996 members 
Mstep: Class 19 contains 2150 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3622 members 
Mstep: Class 22 contains 104 members 
Mstep: Class 23 contains 233 members 
Mstep: Class 24 contains 668 members 
Entering Unmasked Estep 
Score: -132669760.000000 Penalty: 81993.640625
Splitting cluster 1 changes total score from -132670256.000000 to -132669760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (65986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65986 members 
Entering Unmasked Estep 
Score: -9296558.000000 Penalty: 2752.104980
	Iteration 0F: 2 clusters Score -9296558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33094 members 
Mstep: Class 2 contains 32892 members 
Entering Unmasked Estep 
Score: -9252229.000000 Penalty: 5504.209961
	Iteration 0F: 3 clusters Score -9252229 nChanged 30908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -9269758.000000 Penalty: 5504.209961
	Iteration 1F: 3 clusters Score -9269758 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33916 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -9270392.000000 Penalty: 5504.209961
	Iteration 2Q: 3 clusters Score -9270392 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -9270961.000000 Penalty: 5504.209961
	Iteration 3Q: 3 clusters Score -9270961 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -9271555.000000 Penalty: 5504.209961
	Iteration 4Q: 3 clusters Score -9271555 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -9272194.000000 Penalty: 5504.209961
	Iteration 5Q: 3 clusters Score -9272194 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37892 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -9273039.000000 Penalty: 5504.209961
	Iteration 6Q: 3 clusters Score -9273039 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -9274107.000000 Penalty: 5504.209961
	Iteration 7Q: 3 clusters Score -9274107 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42963 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -9275701.000000 Penalty: 5504.209961
	Iteration 8Q: 3 clusters Score -9275701 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46668 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -9278140.000000 Penalty: 5504.209961
	Iteration 9F: 3 clusters Score -9278140 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50971 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -9281458.000000 Penalty: 5504.209961
	Iteration 10F: 3 clusters Score -9281458 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55275 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -9285202.000000 Penalty: 5504.209961
	Iteration 11F: 3 clusters Score -9285202 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59035 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -9288424.000000 Penalty: 5504.209961
	Iteration 12F: 3 clusters Score -9288424 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61691 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -9290652.000000 Penalty: 5504.209961
	Iteration 13Q: 3 clusters Score -9290652 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63442 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -9292214.000000 Penalty: 5504.209961
	Iteration 14Q: 3 clusters Score -9292214 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64501 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -9293131.000000 Penalty: 5504.209961
	Iteration 15Q: 3 clusters Score -9293131 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65050 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -9293595.000000 Penalty: 5504.209961
	Iteration 16Q: 3 clusters Score -9293595 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65321 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -9293831.000000 Penalty: 5504.209961
	Iteration 17Q: 3 clusters Score -9293831 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65440 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -9293964.000000 Penalty: 5504.209961
	Iteration 18Q: 3 clusters Score -9293964 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65512 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -9294030.000000 Penalty: 5504.209961
	Iteration 19Q: 3 clusters Score -9294030 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65552 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -9294066.000000 Penalty: 5504.209961
	Iteration 20F: 3 clusters Score -9294066 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65573 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -9294096.000000 Penalty: 5504.209961
	Iteration 21Q: 3 clusters Score -9294096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65591 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -9294098.000000 Penalty: 5504.209961
	Iteration 22Q: 3 clusters Score -9294098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65600 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -9294101.000000 Penalty: 5504.209961
	Iteration 23Q: 3 clusters Score -9294101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65610 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -9294109.000000 Penalty: 5504.209961
	Iteration 24Q: 3 clusters Score -9294109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65618 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -9294111.000000 Penalty: 5504.209961
	Iteration 25Q: 3 clusters Score -9294111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65622 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -9294112.000000 Penalty: 5504.209961
	Iteration 26Q: 3 clusters Score -9294112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65623 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -9294112.000000 Penalty: 5504.209961
	Iteration 27Q: 3 clusters Score -9294112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65624 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -9294115.000000 Penalty: 5504.209961
	Iteration 28Q: 3 clusters Score -9294115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65626 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -9294124.000000 Penalty: 5504.209961
	Iteration 29Q: 3 clusters Score -9294124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65628 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -9294121.000000 Penalty: 5504.209961
	Iteration 30Q: 3 clusters Score -9294121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65628 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -9294121.000000 Penalty: 5504.209961
	Iteration 31F: 3 clusters Score -9294121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -55556.515625 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -55556.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -54168.730469 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -54168.73 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -54397.566406 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -54397.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -54558.632812 Penalty: 3051.755371
	Iteration 2Q: 3 clusters Score -54558.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -54602.792969 Penalty: 3051.755371
	Iteration 3Q: 3 clusters Score -54602.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -54622.144531 Penalty: 3051.755371
	Iteration 4Q: 3 clusters Score -54622.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -54638.863281 Penalty: 3051.755371
	Iteration 5Q: 3 clusters Score -54638.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -54663.121094 Penalty: 3051.755371
	Iteration 6Q: 3 clusters Score -54663.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -54686.316406 Penalty: 3051.755371
	Iteration 7Q: 3 clusters Score -54686.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -54741.617188 Penalty: 3051.755371
	Iteration 8Q: 3 clusters Score -54741.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -54828.769531 Penalty: 3051.755371
	Iteration 9Q: 3 clusters Score -54828.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -54992.968750 Penalty: 3051.755371
	Iteration 10Q: 3 clusters Score -54992.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -55149.699219 Penalty: 3051.755371
	Iteration 11F: 3 clusters Score -55149.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -55310.382812 Penalty: 3051.755371
	Iteration 12Q: 3 clusters Score -55310.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -55459.269531 Penalty: 3051.755371
	Iteration 13Q: 3 clusters Score -55459.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -55555.039062 Penalty: 3051.755371
	Iteration 14Q: 3 clusters Score -55555.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -55703.683594 Penalty: 3051.755371
	Iteration 15Q: 3 clusters Score -55703.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -56014.511719 Penalty: 3051.755371
	Iteration 16Q: 3 clusters Score -56014.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -56068.113281 Penalty: 3051.755371
	Iteration 17Q: 3 clusters Score -56068.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -56072.234375 Penalty: 3051.755371
	Iteration 18Q: 3 clusters Score -56072.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -56072.234375 Penalty: 3051.755371
	Iteration 19F: 3 clusters Score -56072.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 65986 members 
Mstep: Class 3 contains 116 members 
Mstep: Class 4 contains 903 members 
Mstep: Class 5 contains 165133 members 
Mstep: Class 6 contains 3841 members 
Mstep: Class 7 contains 28817 members 
Mstep: Class 8 contains 136347 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 163823 members 
Mstep: Class 11 contains 6683 members 
Mstep: Class 12 contains 132673 members 
Mstep: Class 13 contains 17126 members 
Mstep: Class 14 contains 15648 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 30402 members 
Mstep: Class 17 contains 3984 members 
Mstep: Class 18 contains 179996 members 
Mstep: Class 19 contains 2150 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3622 members 
Mstep: Class 22 contains 104 members 
Mstep: Class 23 contains 233 members 
Mstep: Class 24 contains 354 members 
Entering Unmasked Estep 
Score: -132669192.000000 Penalty: 81993.640625
Splitting cluster 3 changes total score from -132670256.000000 to -132669192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Entering Unmasked Estep 
Score: -99118.226562 Penalty: 1687.819214
	Iteration 0F: 2 clusters Score -99118.23 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 460 members 
Entering Unmasked Estep 
Score: -97379.031250 Penalty: 3375.638428
	Iteration 0F: 3 clusters Score -97379.03 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -98215.867188 Penalty: 3375.638428
	Iteration 1F: 3 clusters Score -98215.87 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -98769.906250 Penalty: 3375.638428
	Iteration 2F: 3 clusters Score -98769.91 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -99330.085938 Penalty: 3375.638428
	Iteration 3F: 3 clusters Score -99330.09 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -100013.875000 Penalty: 3375.638428
	Iteration 4F: 3 clusters Score -100013.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -100334.218750 Penalty: 3375.638428
	Iteration 5Q: 3 clusters Score -100334.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -100561.695312 Penalty: 3375.638428
	Iteration 6Q: 3 clusters Score -100561.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -100808.335938 Penalty: 3375.638428
	Iteration 7Q: 3 clusters Score -100808.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -100913.234375 Penalty: 3375.638428
	Iteration 8Q: 3 clusters Score -100913.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -100918.890625 Penalty: 3375.638428
	Iteration 9Q: 3 clusters Score -100918.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -100918.890625 Penalty: 3375.638428
	Iteration 10F: 3 clusters Score -100918.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 65986 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 165133 members 
Mstep: Class 6 contains 3841 members 
Mstep: Class 7 contains 28817 members 
Mstep: Class 8 contains 136347 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 163823 members 
Mstep: Class 11 contains 6683 members 
Mstep: Class 12 contains 132673 members 
Mstep: Class 13 contains 17126 members 
Mstep: Class 14 contains 15648 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 30402 members 
Mstep: Class 17 contains 3984 members 
Mstep: Class 18 contains 179996 members 
Mstep: Class 19 contains 2150 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3622 members 
Mstep: Class 22 contains 104 members 
Mstep: Class 23 contains 233 members 
Mstep: Class 24 contains 312 members 
Entering Unmasked Estep 
Score: -132670728.000000 Penalty: 81993.640625
Splitting cluster 4 changes total score from -132670256.000000 to -132670728.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 5 (165133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165133 members 
Entering Unmasked Estep 
Score: -23099942.000000 Penalty: 2979.597656
	Iteration 0F: 2 clusters Score -2.309994e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82367 members 
Mstep: Class 2 contains 82766 members 
Entering Unmasked Estep 
Score: -22995514.000000 Penalty: 5959.195312
	Iteration 0F: 3 clusters Score -2.299551e+07 nChanged 78922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79217 members 
Mstep: Class 2 contains 85916 members 
Entering Unmasked Estep 
Score: -23041768.000000 Penalty: 5959.195312
	Iteration 1F: 3 clusters Score -2.304177e+07 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77744 members 
Mstep: Class 2 contains 87389 members 
Entering Unmasked Estep 
Score: -23043844.000000 Penalty: 5959.195312
	Iteration 2Q: 3 clusters Score -2.304384e+07 nChanged 6816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75778 members 
Mstep: Class 2 contains 89355 members 
Entering Unmasked Estep 
Score: -23046822.000000 Penalty: 5959.195312
	Iteration 3Q: 3 clusters Score -2.304682e+07 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73392 members 
Mstep: Class 2 contains 91741 members 
Entering Unmasked Estep 
Score: -23051102.000000 Penalty: 5959.195312
	Iteration 4Q: 3 clusters Score -2.30511e+07 nChanged 9165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71205 members 
Mstep: Class 2 contains 93928 members 
Entering Unmasked Estep 
Score: -23057084.000000 Penalty: 5959.195312
	Iteration 5F: 3 clusters Score -2.305708e+07 nChanged 10498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69657 members 
Mstep: Class 2 contains 95476 members 
Entering Unmasked Estep 
Score: -23064502.000000 Penalty: 5959.195312
	Iteration 6F: 3 clusters Score -2.30645e+07 nChanged 11323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69354 members 
Mstep: Class 2 contains 95779 members 
Entering Unmasked Estep 
Score: -23072476.000000 Penalty: 5959.195312
	Iteration 7F: 3 clusters Score -2.307248e+07 nChanged 10416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70320 members 
Mstep: Class 2 contains 94813 members 
Entering Unmasked Estep 
Score: -23078486.000000 Penalty: 5959.195312
	Iteration 8F: 3 clusters Score -2.307849e+07 nChanged 7864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71840 members 
Mstep: Class 2 contains 93293 members 
Entering Unmasked Estep 
Score: -23081732.000000 Penalty: 5959.195312
	Iteration 9Q: 3 clusters Score -2.308173e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73594 members 
Mstep: Class 2 contains 91539 members 
Entering Unmasked Estep 
Score: -23083174.000000 Penalty: 5959.195312
	Iteration 10Q: 3 clusters Score -2.308317e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75254 members 
Mstep: Class 2 contains 89879 members 
Entering Unmasked Estep 
Score: -23083884.000000 Penalty: 5959.195312
	Iteration 11Q: 3 clusters Score -2.308388e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77007 members 
Mstep: Class 2 contains 88126 members 
Entering Unmasked Estep 
Score: -23084490.000000 Penalty: 5959.195312
	Iteration 12Q: 3 clusters Score -2.308449e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78814 members 
Mstep: Class 2 contains 86319 members 
Entering Unmasked Estep 
Score: -23085344.000000 Penalty: 5959.195312
	Iteration 13Q: 3 clusters Score -2.308534e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80628 members 
Mstep: Class 2 contains 84505 members 
Entering Unmasked Estep 
Score: -23086088.000000 Penalty: 5959.195312
	Iteration 14Q: 3 clusters Score -2.308609e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82498 members 
Mstep: Class 2 contains 82635 members 
Entering Unmasked Estep 
Score: -23086838.000000 Penalty: 5959.195312
	Iteration 15Q: 3 clusters Score -2.308684e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84396 members 
Mstep: Class 2 contains 80737 members 
Entering Unmasked Estep 
Score: -23087588.000000 Penalty: 5959.195312
	Iteration 16Q: 3 clusters Score -2.308759e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86253 members 
Mstep: Class 2 contains 78880 members 
Entering Unmasked Estep 
Score: -23088316.000000 Penalty: 5959.195312
	Iteration 17Q: 3 clusters Score -2.308832e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88076 members 
Mstep: Class 2 contains 77057 members 
Entering Unmasked Estep 
Score: -23089044.000000 Penalty: 5959.195312
	Iteration 18Q: 3 clusters Score -2.308904e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89888 members 
Mstep: Class 2 contains 75245 members 
Entering Unmasked Estep 
Score: -23089494.000000 Penalty: 5959.195312
	Iteration 19Q: 3 clusters Score -2.308949e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91805 members 
Mstep: Class 2 contains 73328 members 
Entering Unmasked Estep 
Score: -23089916.000000 Penalty: 5959.195312
	Iteration 20F: 3 clusters Score -2.308992e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93712 members 
Mstep: Class 2 contains 71421 members 
Entering Unmasked Estep 
Score: -23090404.000000 Penalty: 5959.195312
	Iteration 21Q: 3 clusters Score -2.30904e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96016 members 
Mstep: Class 2 contains 69117 members 
Entering Unmasked Estep 
Score: -23090792.000000 Penalty: 5959.195312
	Iteration 22Q: 3 clusters Score -2.309079e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98562 members 
Mstep: Class 2 contains 66571 members 
Entering Unmasked Estep 
Score: -23091066.000000 Penalty: 5959.195312
	Iteration 23Q: 3 clusters Score -2.309107e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101306 members 
Mstep: Class 2 contains 63827 members 
Entering Unmasked Estep 
Score: -23091360.000000 Penalty: 5959.195312
	Iteration 24Q: 3 clusters Score -2.309136e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104322 members 
Mstep: Class 2 contains 60811 members 
Entering Unmasked Estep 
Score: -23091416.000000 Penalty: 5959.195312
	Iteration 25Q: 3 clusters Score -2.309142e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107750 members 
Mstep: Class 2 contains 57383 members 
Entering Unmasked Estep 
Score: -23091540.000000 Penalty: 5959.195312
	Iteration 26Q: 3 clusters Score -2.309154e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111650 members 
Mstep: Class 2 contains 53483 members 
Entering Unmasked Estep 
Score: -23091568.000000 Penalty: 5959.195312
	Iteration 27Q: 3 clusters Score -2.309157e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116071 members 
Mstep: Class 2 contains 49062 members 
Entering Unmasked Estep 
Score: -23091466.000000 Penalty: 5959.195312
	Iteration 28Q: 3 clusters Score -2.309147e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121078 members 
Mstep: Class 2 contains 44055 members 
Entering Unmasked Estep 
Score: -23091582.000000 Penalty: 5959.195312
	Iteration 29Q: 3 clusters Score -2.309158e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126265 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -23091406.000000 Penalty: 5959.195312
	Iteration 30Q: 3 clusters Score -2.309141e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131820 members 
Mstep: Class 2 contains 33313 members 
Entering Unmasked Estep 
Score: -23091482.000000 Penalty: 5959.195312
	Iteration 31Q: 3 clusters Score -2.309148e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136638 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -23091264.000000 Penalty: 5959.195312
	Iteration 32Q: 3 clusters Score -2.309126e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140277 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -23090942.000000 Penalty: 5959.195312
	Iteration 33Q: 3 clusters Score -2.309094e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142560 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -23090834.000000 Penalty: 5959.195312
	Iteration 34Q: 3 clusters Score -2.309083e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143969 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -23090816.000000 Penalty: 5959.195312
	Iteration 35Q: 3 clusters Score -2.309082e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144751 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -23090826.000000 Penalty: 5959.195312
	Iteration 36Q: 3 clusters Score -2.309083e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145164 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -23090776.000000 Penalty: 5959.195312
	Iteration 37Q: 3 clusters Score -2.309078e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145379 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -23090788.000000 Penalty: 5959.195312
	Iteration 38Q: 3 clusters Score -2.309079e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145488 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -23090822.000000 Penalty: 5959.195312
	Iteration 39Q: 3 clusters Score -2.309082e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145562 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -23093392.000000 Penalty: 5959.195312
	Iteration 40F: 3 clusters Score -2.309339e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150664 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -23094382.000000 Penalty: 5959.195312
	Iteration 41Q: 3 clusters Score -2.309438e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154826 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -23095414.000000 Penalty: 5959.195312
	Iteration 42Q: 3 clusters Score -2.309541e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157951 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -23096932.000000 Penalty: 5959.195312
	Iteration 43Q: 3 clusters Score -2.309693e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159987 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -23097834.000000 Penalty: 5959.195312
	Iteration 44Q: 3 clusters Score -2.309783e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161336 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -23098028.000000 Penalty: 5959.195312
	Iteration 45Q: 3 clusters Score -2.309803e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162267 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -23098184.000000 Penalty: 5959.195312
	Iteration 46Q: 3 clusters Score -2.309818e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162895 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -23098204.000000 Penalty: 5959.195312
	Iteration 47Q: 3 clusters Score -2.30982e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163335 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -23098162.000000 Penalty: 5959.195312
	Iteration 48Q: 3 clusters Score -2.309816e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163649 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -23098142.000000 Penalty: 5959.195312
	Iteration 49Q: 3 clusters Score -2.309814e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163839 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -23098146.000000 Penalty: 5959.195312
	Iteration 50Q: 3 clusters Score -2.309815e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163973 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -23098190.000000 Penalty: 5959.195312
	Iteration 51Q: 3 clusters Score -2.309819e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164080 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -23098224.000000 Penalty: 5959.195312
	Iteration 52Q: 3 clusters Score -2.309822e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164157 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -23098234.000000 Penalty: 5959.195312
	Iteration 53Q: 3 clusters Score -2.309823e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164205 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -23098252.000000 Penalty: 5959.195312
	Iteration 54Q: 3 clusters Score -2.309825e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164238 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -23098240.000000 Penalty: 5959.195312
	Iteration 55Q: 3 clusters Score -2.309824e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164264 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -23098270.000000 Penalty: 5959.195312
	Iteration 56Q: 3 clusters Score -2.309827e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164291 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -23098260.000000 Penalty: 5959.195312
	Iteration 57Q: 3 clusters Score -2.309826e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164314 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -23098254.000000 Penalty: 5959.195312
	Iteration 58Q: 3 clusters Score -2.309825e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164329 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -23098264.000000 Penalty: 5959.195312
	Iteration 59Q: 3 clusters Score -2.309826e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164342 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -23098276.000000 Penalty: 5959.195312
	Iteration 60F: 3 clusters Score -2.309828e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164354 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -23098294.000000 Penalty: 5959.195312
	Iteration 61Q: 3 clusters Score -2.309829e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164365 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -23098332.000000 Penalty: 5959.195312
	Iteration 62Q: 3 clusters Score -2.309833e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164377 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -23098322.000000 Penalty: 5959.195312
	Iteration 63Q: 3 clusters Score -2.309832e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164392 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -23098326.000000 Penalty: 5959.195312
	Iteration 64Q: 3 clusters Score -2.309833e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164395 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -23098332.000000 Penalty: 5959.195312
	Iteration 65Q: 3 clusters Score -2.309833e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164402 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -23098344.000000 Penalty: 5959.195312
	Iteration 66Q: 3 clusters Score -2.309834e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164405 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -23098332.000000 Penalty: 5959.195312
	Iteration 67Q: 3 clusters Score -2.309833e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164410 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -23098348.000000 Penalty: 5959.195312
	Iteration 68Q: 3 clusters Score -2.309835e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164416 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -23098352.000000 Penalty: 5959.195312
	Iteration 69Q: 3 clusters Score -2.309835e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164422 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -23098364.000000 Penalty: 5959.195312
	Iteration 70Q: 3 clusters Score -2.309836e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164434 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -23098362.000000 Penalty: 5959.195312
	Iteration 71Q: 3 clusters Score -2.309836e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164444 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -23098366.000000 Penalty: 5959.195312
	Iteration 72Q: 3 clusters Score -2.309837e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164448 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -23098380.000000 Penalty: 5959.195312
	Iteration 73Q: 3 clusters Score -2.309838e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164453 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -23098374.000000 Penalty: 5959.195312
	Iteration 74Q: 3 clusters Score -2.309837e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164455 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -23098354.000000 Penalty: 5959.195312
	Iteration 75Q: 3 clusters Score -2.309835e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164462 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -23098388.000000 Penalty: 5959.195312
	Iteration 76Q: 3 clusters Score -2.309839e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164465 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -23098382.000000 Penalty: 5959.195312
	Iteration 77Q: 3 clusters Score -2.309838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164468 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -23098390.000000 Penalty: 5959.195312
	Iteration 78Q: 3 clusters Score -2.309839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164469 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -23098382.000000 Penalty: 5959.195312
	Iteration 79Q: 3 clusters Score -2.309838e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164469 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -23098402.000000 Penalty: 5959.195312
	Iteration 80F: 3 clusters Score -2.30984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164468 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -23098404.000000 Penalty: 5959.195312
	Iteration 81Q: 3 clusters Score -2.30984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164469 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -23098396.000000 Penalty: 5959.195312
	Iteration 82Q: 3 clusters Score -2.30984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164472 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -23098398.000000 Penalty: 5959.195312
	Iteration 83Q: 3 clusters Score -2.30984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164473 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -23098400.000000 Penalty: 5959.195312
	Iteration 84Q: 3 clusters Score -2.30984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164474 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -23098404.000000 Penalty: 5959.195312
	Iteration 85Q: 3 clusters Score -2.30984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164476 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -23098384.000000 Penalty: 5959.195312
	Iteration 86Q: 3 clusters Score -2.309838e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164476 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -23098384.000000 Penalty: 5959.195312
	Iteration 87F: 3 clusters Score -2.309838e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Entering Unmasked Estep 
Score: -529632.812500 Penalty: 2046.864868
	Iteration 0F: 2 clusters Score -529632.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -525858.875000 Penalty: 4093.729736
	Iteration 0F: 3 clusters Score -525858.9 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -526698.437500 Penalty: 4093.729736
	Iteration 1F: 3 clusters Score -526698.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -526928.437500 Penalty: 4093.729736
	Iteration 2F: 3 clusters Score -526928.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -527088.000000 Penalty: 4093.729736
	Iteration 3F: 3 clusters Score -527088 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -527187.062500 Penalty: 4093.729736
	Iteration 4Q: 3 clusters Score -527187.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -527244.937500 Penalty: 4093.729736
	Iteration 5Q: 3 clusters Score -527244.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -527293.750000 Penalty: 4093.729736
	Iteration 6Q: 3 clusters Score -527293.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -527347.625000 Penalty: 4093.729736
	Iteration 7Q: 3 clusters Score -527347.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -527392.687500 Penalty: 4093.729736
	Iteration 8Q: 3 clusters Score -527392.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -527433.437500 Penalty: 4093.729736
	Iteration 9Q: 3 clusters Score -527433.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -527472.125000 Penalty: 4093.729736
	Iteration 10Q: 3 clusters Score -527472.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -527517.812500 Penalty: 4093.729736
	Iteration 11Q: 3 clusters Score -527517.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -527589.000000 Penalty: 4093.729736
	Iteration 12Q: 3 clusters Score -527589 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -527679.312500 Penalty: 4093.729736
	Iteration 13Q: 3 clusters Score -527679.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -527800.187500 Penalty: 4093.729736
	Iteration 14Q: 3 clusters Score -527800.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -527956.812500 Penalty: 4093.729736
	Iteration 15Q: 3 clusters Score -527956.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -528138.062500 Penalty: 4093.729736
	Iteration 16Q: 3 clusters Score -528138.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -528340.812500 Penalty: 4093.729736
	Iteration 17Q: 3 clusters Score -528340.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -528561.500000 Penalty: 4093.729736
	Iteration 18Q: 3 clusters Score -528561.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -528712.500000 Penalty: 4093.729736
	Iteration 19Q: 3 clusters Score -528712.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -528812.000000 Penalty: 4093.729736
	Iteration 20F: 3 clusters Score -528812 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -528862.625000 Penalty: 4093.729736
	Iteration 21Q: 3 clusters Score -528862.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -528891.812500 Penalty: 4093.729736
	Iteration 22Q: 3 clusters Score -528891.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -528903.187500 Penalty: 4093.729736
	Iteration 23Q: 3 clusters Score -528903.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -528910.625000 Penalty: 4093.729736
	Iteration 24Q: 3 clusters Score -528910.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -528919.687500 Penalty: 4093.729736
	Iteration 25Q: 3 clusters Score -528919.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -528927.562500 Penalty: 4093.729736
	Iteration 26Q: 3 clusters Score -528927.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -528935.437500 Penalty: 4093.729736
	Iteration 27Q: 3 clusters Score -528935.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -528941.937500 Penalty: 4093.729736
	Iteration 28Q: 3 clusters Score -528941.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -528947.625000 Penalty: 4093.729736
	Iteration 29Q: 3 clusters Score -528947.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -528952.937500 Penalty: 4093.729736
	Iteration 30Q: 3 clusters Score -528952.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -528959.062500 Penalty: 4093.729736
	Iteration 31Q: 3 clusters Score -528959.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -528969.562500 Penalty: 4093.729736
	Iteration 32Q: 3 clusters Score -528969.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -528979.625000 Penalty: 4093.729736
	Iteration 33Q: 3 clusters Score -528979.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -528988.750000 Penalty: 4093.729736
	Iteration 34Q: 3 clusters Score -528988.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -528993.000000 Penalty: 4093.729736
	Iteration 35Q: 3 clusters Score -528993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -528996.500000 Penalty: 4093.729736
	Iteration 36Q: 3 clusters Score -528996.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -528998.812500 Penalty: 4093.729736
	Iteration 37Q: 3 clusters Score -528998.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -528999.437500 Penalty: 4093.729736
	Iteration 38Q: 3 clusters Score -528999.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -528999.937500 Penalty: 4093.729736
	Iteration 39Q: 3 clusters Score -528999.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -529001.062500 Penalty: 4093.729736
	Iteration 40F: 3 clusters Score -529001.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -529001.437500 Penalty: 4093.729736
	Iteration 41Q: 3 clusters Score -529001.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -529003.437500 Penalty: 4093.729736
	Iteration 42Q: 3 clusters Score -529003.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -529005.250000 Penalty: 4093.729736
	Iteration 43Q: 3 clusters Score -529005.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -529006.750000 Penalty: 4093.729736
	Iteration 44Q: 3 clusters Score -529006.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -529009.437500 Penalty: 4093.729736
	Iteration 45Q: 3 clusters Score -529009.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -529015.312500 Penalty: 4093.729736
	Iteration 46Q: 3 clusters Score -529015.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -529015.375000 Penalty: 4093.729736
	Iteration 47Q: 3 clusters Score -529015.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -529017.375000 Penalty: 4093.729736
	Iteration 48Q: 3 clusters Score -529017.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -529017.937500 Penalty: 4093.729736
	Iteration 49Q: 3 clusters Score -529017.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -529022.375000 Penalty: 4093.729736
	Iteration 50Q: 3 clusters Score -529022.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -529027.000000 Penalty: 4093.729736
	Iteration 51Q: 3 clusters Score -529027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -529031.187500 Penalty: 4093.729736
	Iteration 52Q: 3 clusters Score -529031.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -529034.500000 Penalty: 4093.729736
	Iteration 53Q: 3 clusters Score -529034.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -529039.062500 Penalty: 4093.729736
	Iteration 54Q: 3 clusters Score -529039.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -529043.187500 Penalty: 4093.729736
	Iteration 55Q: 3 clusters Score -529043.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -529043.750000 Penalty: 4093.729736
	Iteration 56Q: 3 clusters Score -529043.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -529044.750000 Penalty: 4093.729736
	Iteration 57Q: 3 clusters Score -529044.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -529045.875000 Penalty: 4093.729736
	Iteration 58Q: 3 clusters Score -529045.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -529045.312500 Penalty: 4093.729736
	Iteration 59Q: 3 clusters Score -529045.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -529045.312500 Penalty: 4093.729736
	Iteration 60F: 3 clusters Score -529045.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Entering Unmasked Estep 
Score: -3920697.000000 Penalty: 2546.642822
	Iteration 0F: 2 clusters Score -3920697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -3900896.750000 Penalty: 5093.285645
	Iteration 0F: 3 clusters Score -3900897 nChanged 12930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -3907817.000000 Penalty: 5093.285645
	Iteration 1F: 3 clusters Score -3907817 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -3908353.250000 Penalty: 5093.285645
	Iteration 2F: 3 clusters Score -3908353 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -3908993.500000 Penalty: 5093.285645
	Iteration 3Q: 3 clusters Score -3908994 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -3909965.500000 Penalty: 5093.285645
	Iteration 4F: 3 clusters Score -3909966 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -3911240.000000 Penalty: 5093.285645
	Iteration 5F: 3 clusters Score -3911240 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -3912794.000000 Penalty: 5093.285645
	Iteration 6F: 3 clusters Score -3912794 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -3914498.500000 Penalty: 5093.285645
	Iteration 7F: 3 clusters Score -3914498 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -3916077.500000 Penalty: 5093.285645
	Iteration 8F: 3 clusters Score -3916078 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -3917213.500000 Penalty: 5093.285645
	Iteration 9F: 3 clusters Score -3917214 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -3917965.750000 Penalty: 5093.285645
	Iteration 10Q: 3 clusters Score -3917966 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -3918440.750000 Penalty: 5093.285645
	Iteration 11Q: 3 clusters Score -3918441 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -3918812.750000 Penalty: 5093.285645
	Iteration 12Q: 3 clusters Score -3918813 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -3919157.500000 Penalty: 5093.285645
	Iteration 13Q: 3 clusters Score -3919158 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -3919556.750000 Penalty: 5093.285645
	Iteration 14Q: 3 clusters Score -3919557 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3920007.750000 Penalty: 5093.285645
	Iteration 15Q: 3 clusters Score -3920008 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3920230.500000 Penalty: 5093.285645
	Iteration 16Q: 3 clusters Score -3920230 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3920272.000000 Penalty: 5093.285645
	Iteration 17Q: 3 clusters Score -3920272 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3920301.000000 Penalty: 5093.285645
	Iteration 18Q: 3 clusters Score -3920301 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3920328.750000 Penalty: 5093.285645
	Iteration 19Q: 3 clusters Score -3920329 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27687 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3920344.000000 Penalty: 5093.285645
	Iteration 20F: 3 clusters Score -3920344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3920346.750000 Penalty: 5093.285645
	Iteration 21Q: 3 clusters Score -3920347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3920354.750000 Penalty: 5093.285645
	Iteration 22Q: 3 clusters Score -3920355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3920350.000000 Penalty: 5093.285645
	Iteration 23Q: 3 clusters Score -3920350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3920348.250000 Penalty: 5093.285645
	Iteration 24Q: 3 clusters Score -3920348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3920352.250000 Penalty: 5093.285645
	Iteration 25Q: 3 clusters Score -3920352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3920354.500000 Penalty: 5093.285645
	Iteration 26Q: 3 clusters Score -3920354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3920356.750000 Penalty: 5093.285645
	Iteration 27Q: 3 clusters Score -3920357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3920358.000000 Penalty: 5093.285645
	Iteration 28Q: 3 clusters Score -3920358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3920358.000000 Penalty: 5093.285645
	Iteration 29Q: 3 clusters Score -3920358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3920361.250000 Penalty: 5093.285645
	Iteration 30Q: 3 clusters Score -3920361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3920364.250000 Penalty: 5093.285645
	Iteration 31Q: 3 clusters Score -3920364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3920366.250000 Penalty: 5093.285645
	Iteration 32Q: 3 clusters Score -3920366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3920366.750000 Penalty: 5093.285645
	Iteration 33Q: 3 clusters Score -3920367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3920366.750000 Penalty: 5093.285645
	Iteration 34F: 3 clusters Score -3920367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (136347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136347 members 
Entering Unmasked Estep 
Score: -19129180.000000 Penalty: 2932.093506
	Iteration 0F: 2 clusters Score -1.912918e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68249 members 
Mstep: Class 2 contains 68098 members 
Entering Unmasked Estep 
Score: -19042636.000000 Penalty: 5864.187012
	Iteration 0F: 3 clusters Score -1.904264e+07 nChanged 65028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70095 members 
Mstep: Class 2 contains 66252 members 
Entering Unmasked Estep 
Score: -19080068.000000 Penalty: 5864.187012
	Iteration 1F: 3 clusters Score -1.908007e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71103 members 
Mstep: Class 2 contains 65244 members 
Entering Unmasked Estep 
Score: -19081344.000000 Penalty: 5864.187012
	Iteration 2Q: 3 clusters Score -1.908134e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72561 members 
Mstep: Class 2 contains 63786 members 
Entering Unmasked Estep 
Score: -19082620.000000 Penalty: 5864.187012
	Iteration 3Q: 3 clusters Score -1.908262e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74751 members 
Mstep: Class 2 contains 61596 members 
Entering Unmasked Estep 
Score: -19084266.000000 Penalty: 5864.187012
	Iteration 4Q: 3 clusters Score -1.908427e+07 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77899 members 
Mstep: Class 2 contains 58448 members 
Entering Unmasked Estep 
Score: -19086500.000000 Penalty: 5864.187012
	Iteration 5Q: 3 clusters Score -1.90865e+07 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82373 members 
Mstep: Class 2 contains 53974 members 
Entering Unmasked Estep 
Score: -19089402.000000 Penalty: 5864.187012
	Iteration 6Q: 3 clusters Score -1.90894e+07 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88329 members 
Mstep: Class 2 contains 48018 members 
Entering Unmasked Estep 
Score: -19093528.000000 Penalty: 5864.187012
	Iteration 7F: 3 clusters Score -1.909353e+07 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95563 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -19099004.000000 Penalty: 5864.187012
	Iteration 8F: 3 clusters Score -1.9099e+07 nChanged 9384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103649 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -19105426.000000 Penalty: 5864.187012
	Iteration 9F: 3 clusters Score -1.910543e+07 nChanged 8989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111410 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -19111794.000000 Penalty: 5864.187012
	Iteration 10F: 3 clusters Score -1.911179e+07 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117709 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -19116760.000000 Penalty: 5864.187012
	Iteration 11F: 3 clusters Score -1.911676e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122067 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -19120470.000000 Penalty: 5864.187012
	Iteration 12Q: 3 clusters Score -1.912047e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124662 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -19122812.000000 Penalty: 5864.187012
	Iteration 13Q: 3 clusters Score -1.912281e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126109 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -19124450.000000 Penalty: 5864.187012
	Iteration 14Q: 3 clusters Score -1.912445e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126881 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -19125646.000000 Penalty: 5864.187012
	Iteration 15Q: 3 clusters Score -1.912565e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127329 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -19126530.000000 Penalty: 5864.187012
	Iteration 16Q: 3 clusters Score -1.912653e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127544 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -19127142.000000 Penalty: 5864.187012
	Iteration 17Q: 3 clusters Score -1.912714e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127639 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -19127486.000000 Penalty: 5864.187012
	Iteration 18Q: 3 clusters Score -1.912749e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127693 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -19127674.000000 Penalty: 5864.187012
	Iteration 19Q: 3 clusters Score -1.912767e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127744 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -19127844.000000 Penalty: 5864.187012
	Iteration 20F: 3 clusters Score -1.912784e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127778 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -19127902.000000 Penalty: 5864.187012
	Iteration 21Q: 3 clusters Score -1.91279e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127809 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -19127986.000000 Penalty: 5864.187012
	Iteration 22Q: 3 clusters Score -1.912799e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127815 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -19127962.000000 Penalty: 5864.187012
	Iteration 23Q: 3 clusters Score -1.912796e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127804 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -19127968.000000 Penalty: 5864.187012
	Iteration 24Q: 3 clusters Score -1.912797e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127778 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -19127998.000000 Penalty: 5864.187012
	Iteration 25Q: 3 clusters Score -1.9128e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127754 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -19127990.000000 Penalty: 5864.187012
	Iteration 26Q: 3 clusters Score -1.912799e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127737 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -19127986.000000 Penalty: 5864.187012
	Iteration 27Q: 3 clusters Score -1.912799e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127724 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -19128008.000000 Penalty: 5864.187012
	Iteration 28Q: 3 clusters Score -1.912801e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127709 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -19127982.000000 Penalty: 5864.187012
	Iteration 29Q: 3 clusters Score -1.912798e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127694 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -19127970.000000 Penalty: 5864.187012
	Iteration 30Q: 3 clusters Score -1.912797e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127680 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -19127966.000000 Penalty: 5864.187012
	Iteration 31Q: 3 clusters Score -1.912797e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127673 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -19127944.000000 Penalty: 5864.187012
	Iteration 32Q: 3 clusters Score -1.912794e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127663 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -19127938.000000 Penalty: 5864.187012
	Iteration 33Q: 3 clusters Score -1.912794e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127657 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -19127938.000000 Penalty: 5864.187012
	Iteration 34Q: 3 clusters Score -1.912794e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127647 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -19127936.000000 Penalty: 5864.187012
	Iteration 35Q: 3 clusters Score -1.912794e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127641 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -19127944.000000 Penalty: 5864.187012
	Iteration 36Q: 3 clusters Score -1.912794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127634 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -19127942.000000 Penalty: 5864.187012
	Iteration 37Q: 3 clusters Score -1.912794e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127627 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -19127960.000000 Penalty: 5864.187012
	Iteration 38Q: 3 clusters Score -1.912796e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127621 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -19127950.000000 Penalty: 5864.187012
	Iteration 39Q: 3 clusters Score -1.912795e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127625 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -19127946.000000 Penalty: 5864.187012
	Iteration 40F: 3 clusters Score -1.912795e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127621 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -19127942.000000 Penalty: 5864.187012
	Iteration 41Q: 3 clusters Score -1.912794e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127616 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -19127928.000000 Penalty: 5864.187012
	Iteration 42Q: 3 clusters Score -1.912793e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127615 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -19127932.000000 Penalty: 5864.187012
	Iteration 43Q: 3 clusters Score -1.912793e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127608 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -19127924.000000 Penalty: 5864.187012
	Iteration 44Q: 3 clusters Score -1.912792e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127603 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -19127912.000000 Penalty: 5864.187012
	Iteration 45Q: 3 clusters Score -1.912791e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127603 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -19127904.000000 Penalty: 5864.187012
	Iteration 46Q: 3 clusters Score -1.91279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127602 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -19127902.000000 Penalty: 5864.187012
	Iteration 47Q: 3 clusters Score -1.91279e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127602 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -19127902.000000 Penalty: 5864.187012
	Iteration 48F: 3 clusters Score -1.91279e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -80672.554688 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -80672.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -79032.937500 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -79032.94 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -79224.117188 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -79224.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -79370.523438 Penalty: 3174.527832
	Iteration 2F: 3 clusters Score -79370.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -79435.953125 Penalty: 3174.527832
	Iteration 3F: 3 clusters Score -79435.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -79472.531250 Penalty: 3174.527832
	Iteration 4Q: 3 clusters Score -79472.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -79480.843750 Penalty: 3174.527832
	Iteration 5Q: 3 clusters Score -79480.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -79484.937500 Penalty: 3174.527832
	Iteration 6Q: 3 clusters Score -79484.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -79487.695312 Penalty: 3174.527832
	Iteration 7Q: 3 clusters Score -79487.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -79487.695312 Penalty: 3174.527832
	Iteration 8F: 3 clusters Score -79487.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (163823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163823 members 
Entering Unmasked Estep 
Score: -22843304.000000 Penalty: 2977.622559
	Iteration 0F: 2 clusters Score -2.28433e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81905 members 
Mstep: Class 2 contains 81918 members 
Entering Unmasked Estep 
Score: -22737812.000000 Penalty: 5955.245117
	Iteration 0F: 3 clusters Score -2.273781e+07 nChanged 78269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81854 members 
Mstep: Class 2 contains 81969 members 
Entering Unmasked Estep 
Score: -22782428.000000 Penalty: 5955.245117
	Iteration 1F: 3 clusters Score -2.278243e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81753 members 
Mstep: Class 2 contains 82070 members 
Entering Unmasked Estep 
Score: -22783250.000000 Penalty: 5955.245117
	Iteration 2Q: 3 clusters Score -2.278325e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81564 members 
Mstep: Class 2 contains 82259 members 
Entering Unmasked Estep 
Score: -22784166.000000 Penalty: 5955.245117
	Iteration 3Q: 3 clusters Score -2.278417e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81392 members 
Mstep: Class 2 contains 82431 members 
Entering Unmasked Estep 
Score: -22784990.000000 Penalty: 5955.245117
	Iteration 4Q: 3 clusters Score -2.278499e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81156 members 
Mstep: Class 2 contains 82667 members 
Entering Unmasked Estep 
Score: -22785942.000000 Penalty: 5955.245117
	Iteration 5Q: 3 clusters Score -2.278594e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80927 members 
Mstep: Class 2 contains 82896 members 
Entering Unmasked Estep 
Score: -22787330.000000 Penalty: 5955.245117
	Iteration 6Q: 3 clusters Score -2.278733e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80688 members 
Mstep: Class 2 contains 83135 members 
Entering Unmasked Estep 
Score: -22788936.000000 Penalty: 5955.245117
	Iteration 7Q: 3 clusters Score -2.278894e+07 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80470 members 
Mstep: Class 2 contains 83353 members 
Entering Unmasked Estep 
Score: -22791142.000000 Penalty: 5955.245117
	Iteration 8Q: 3 clusters Score -2.279114e+07 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80482 members 
Mstep: Class 2 contains 83341 members 
Entering Unmasked Estep 
Score: -22794136.000000 Penalty: 5955.245117
	Iteration 9Q: 3 clusters Score -2.279414e+07 nChanged 7927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80845 members 
Mstep: Class 2 contains 82978 members 
Entering Unmasked Estep 
Score: -22798384.000000 Penalty: 5955.245117
	Iteration 10Q: 3 clusters Score -2.279838e+07 nChanged 9006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81903 members 
Mstep: Class 2 contains 81920 members 
Entering Unmasked Estep 
Score: -22804088.000000 Penalty: 5955.245117
	Iteration 11F: 3 clusters Score -2.280409e+07 nChanged 9686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83441 members 
Mstep: Class 2 contains 80382 members 
Entering Unmasked Estep 
Score: -22810394.000000 Penalty: 5955.245117
	Iteration 12F: 3 clusters Score -2.281039e+07 nChanged 8896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85101 members 
Mstep: Class 2 contains 78722 members 
Entering Unmasked Estep 
Score: -22815386.000000 Penalty: 5955.245117
	Iteration 13F: 3 clusters Score -2.281539e+07 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86589 members 
Mstep: Class 2 contains 77234 members 
Entering Unmasked Estep 
Score: -22817852.000000 Penalty: 5955.245117
	Iteration 14Q: 3 clusters Score -2.281785e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87796 members 
Mstep: Class 2 contains 76027 members 
Entering Unmasked Estep 
Score: -22818830.000000 Penalty: 5955.245117
	Iteration 15Q: 3 clusters Score -2.281883e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88932 members 
Mstep: Class 2 contains 74891 members 
Entering Unmasked Estep 
Score: -22819232.000000 Penalty: 5955.245117
	Iteration 16Q: 3 clusters Score -2.281923e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90145 members 
Mstep: Class 2 contains 73678 members 
Entering Unmasked Estep 
Score: -22819654.000000 Penalty: 5955.245117
	Iteration 17Q: 3 clusters Score -2.281965e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91410 members 
Mstep: Class 2 contains 72413 members 
Entering Unmasked Estep 
Score: -22819992.000000 Penalty: 5955.245117
	Iteration 18Q: 3 clusters Score -2.281999e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92780 members 
Mstep: Class 2 contains 71043 members 
Entering Unmasked Estep 
Score: -22820322.000000 Penalty: 5955.245117
	Iteration 19Q: 3 clusters Score -2.282032e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94104 members 
Mstep: Class 2 contains 69719 members 
Entering Unmasked Estep 
Score: -22820608.000000 Penalty: 5955.245117
	Iteration 20F: 3 clusters Score -2.282061e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95409 members 
Mstep: Class 2 contains 68414 members 
Entering Unmasked Estep 
Score: -22820966.000000 Penalty: 5955.245117
	Iteration 21Q: 3 clusters Score -2.282097e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96673 members 
Mstep: Class 2 contains 67150 members 
Entering Unmasked Estep 
Score: -22821360.000000 Penalty: 5955.245117
	Iteration 22Q: 3 clusters Score -2.282136e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97862 members 
Mstep: Class 2 contains 65961 members 
Entering Unmasked Estep 
Score: -22821614.000000 Penalty: 5955.245117
	Iteration 23Q: 3 clusters Score -2.282161e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99090 members 
Mstep: Class 2 contains 64733 members 
Entering Unmasked Estep 
Score: -22821864.000000 Penalty: 5955.245117
	Iteration 24Q: 3 clusters Score -2.282186e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100322 members 
Mstep: Class 2 contains 63501 members 
Entering Unmasked Estep 
Score: -22822212.000000 Penalty: 5955.245117
	Iteration 25Q: 3 clusters Score -2.282221e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101549 members 
Mstep: Class 2 contains 62274 members 
Entering Unmasked Estep 
Score: -22822550.000000 Penalty: 5955.245117
	Iteration 26Q: 3 clusters Score -2.282255e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102783 members 
Mstep: Class 2 contains 61040 members 
Entering Unmasked Estep 
Score: -22822684.000000 Penalty: 5955.245117
	Iteration 27Q: 3 clusters Score -2.282268e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104052 members 
Mstep: Class 2 contains 59771 members 
Entering Unmasked Estep 
Score: -22822894.000000 Penalty: 5955.245117
	Iteration 28Q: 3 clusters Score -2.282289e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105304 members 
Mstep: Class 2 contains 58519 members 
Entering Unmasked Estep 
Score: -22823102.000000 Penalty: 5955.245117
	Iteration 29Q: 3 clusters Score -2.28231e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106533 members 
Mstep: Class 2 contains 57290 members 
Entering Unmasked Estep 
Score: -22823388.000000 Penalty: 5955.245117
	Iteration 30Q: 3 clusters Score -2.282339e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107742 members 
Mstep: Class 2 contains 56081 members 
Entering Unmasked Estep 
Score: -22823584.000000 Penalty: 5955.245117
	Iteration 31Q: 3 clusters Score -2.282358e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108987 members 
Mstep: Class 2 contains 54836 members 
Entering Unmasked Estep 
Score: -22823844.000000 Penalty: 5955.245117
	Iteration 32Q: 3 clusters Score -2.282384e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110265 members 
Mstep: Class 2 contains 53558 members 
Entering Unmasked Estep 
Score: -22824034.000000 Penalty: 5955.245117
	Iteration 33Q: 3 clusters Score -2.282403e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111596 members 
Mstep: Class 2 contains 52227 members 
Entering Unmasked Estep 
Score: -22824226.000000 Penalty: 5955.245117
	Iteration 34Q: 3 clusters Score -2.282423e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112979 members 
Mstep: Class 2 contains 50844 members 
Entering Unmasked Estep 
Score: -22824528.000000 Penalty: 5955.245117
	Iteration 35Q: 3 clusters Score -2.282453e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114381 members 
Mstep: Class 2 contains 49442 members 
Entering Unmasked Estep 
Score: -22824710.000000 Penalty: 5955.245117
	Iteration 36Q: 3 clusters Score -2.282471e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115842 members 
Mstep: Class 2 contains 47981 members 
Entering Unmasked Estep 
Score: -22825138.000000 Penalty: 5955.245117
	Iteration 37Q: 3 clusters Score -2.282514e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117384 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -22825482.000000 Penalty: 5955.245117
	Iteration 38Q: 3 clusters Score -2.282548e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118998 members 
Mstep: Class 2 contains 44825 members 
Entering Unmasked Estep 
Score: -22825880.000000 Penalty: 5955.245117
	Iteration 39Q: 3 clusters Score -2.282588e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120791 members 
Mstep: Class 2 contains 43032 members 
Entering Unmasked Estep 
Score: -22826474.000000 Penalty: 5955.245117
	Iteration 40F: 3 clusters Score -2.282647e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122755 members 
Mstep: Class 2 contains 41068 members 
Entering Unmasked Estep 
Score: -22827128.000000 Penalty: 5955.245117
	Iteration 41Q: 3 clusters Score -2.282713e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124830 members 
Mstep: Class 2 contains 38993 members 
Entering Unmasked Estep 
Score: -22827902.000000 Penalty: 5955.245117
	Iteration 42Q: 3 clusters Score -2.28279e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126980 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -22828666.000000 Penalty: 5955.245117
	Iteration 43Q: 3 clusters Score -2.282867e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129219 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -22829682.000000 Penalty: 5955.245117
	Iteration 44Q: 3 clusters Score -2.282968e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131542 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -22830776.000000 Penalty: 5955.245117
	Iteration 45Q: 3 clusters Score -2.283078e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133950 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -22831824.000000 Penalty: 5955.245117
	Iteration 46Q: 3 clusters Score -2.283182e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136468 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -22833008.000000 Penalty: 5955.245117
	Iteration 47Q: 3 clusters Score -2.283301e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138930 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -22834146.000000 Penalty: 5955.245117
	Iteration 48Q: 3 clusters Score -2.283415e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141382 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -22835386.000000 Penalty: 5955.245117
	Iteration 49Q: 3 clusters Score -2.283539e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143740 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -22836678.000000 Penalty: 5955.245117
	Iteration 50Q: 3 clusters Score -2.283668e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145942 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -22837922.000000 Penalty: 5955.245117
	Iteration 51Q: 3 clusters Score -2.283792e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148042 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -22839032.000000 Penalty: 5955.245117
	Iteration 52Q: 3 clusters Score -2.283903e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149997 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -22840066.000000 Penalty: 5955.245117
	Iteration 53Q: 3 clusters Score -2.284007e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151720 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -22841018.000000 Penalty: 5955.245117
	Iteration 54Q: 3 clusters Score -2.284102e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153152 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -22841740.000000 Penalty: 5955.245117
	Iteration 55Q: 3 clusters Score -2.284174e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154341 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -22842202.000000 Penalty: 5955.245117
	Iteration 56Q: 3 clusters Score -2.28422e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155370 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -22842486.000000 Penalty: 5955.245117
	Iteration 57Q: 3 clusters Score -2.284249e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156250 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -22842684.000000 Penalty: 5955.245117
	Iteration 58Q: 3 clusters Score -2.284268e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156991 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -22842832.000000 Penalty: 5955.245117
	Iteration 59Q: 3 clusters Score -2.284283e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157617 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -22842948.000000 Penalty: 5955.245117
	Iteration 60F: 3 clusters Score -2.284295e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158126 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -22842924.000000 Penalty: 5955.245117
	Iteration 61Q: 3 clusters Score -2.284292e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158543 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -22842964.000000 Penalty: 5955.245117
	Iteration 62Q: 3 clusters Score -2.284296e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158880 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -22842960.000000 Penalty: 5955.245117
	Iteration 63Q: 3 clusters Score -2.284296e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159166 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -22842986.000000 Penalty: 5955.245117
	Iteration 64Q: 3 clusters Score -2.284299e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159407 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -22842974.000000 Penalty: 5955.245117
	Iteration 65Q: 3 clusters Score -2.284297e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159609 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -22842960.000000 Penalty: 5955.245117
	Iteration 66Q: 3 clusters Score -2.284296e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159787 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -22842926.000000 Penalty: 5955.245117
	Iteration 67Q: 3 clusters Score -2.284293e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159920 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -22842958.000000 Penalty: 5955.245117
	Iteration 68Q: 3 clusters Score -2.284296e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160041 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -22842974.000000 Penalty: 5955.245117
	Iteration 69Q: 3 clusters Score -2.284297e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160142 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -22842914.000000 Penalty: 5955.245117
	Iteration 70Q: 3 clusters Score -2.284291e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160240 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -22842946.000000 Penalty: 5955.245117
	Iteration 71Q: 3 clusters Score -2.284295e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160316 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -22842900.000000 Penalty: 5955.245117
	Iteration 72Q: 3 clusters Score -2.28429e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160384 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -22842916.000000 Penalty: 5955.245117
	Iteration 73Q: 3 clusters Score -2.284292e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160442 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -22842886.000000 Penalty: 5955.245117
	Iteration 74Q: 3 clusters Score -2.284289e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160494 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -22842936.000000 Penalty: 5955.245117
	Iteration 75Q: 3 clusters Score -2.284294e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160535 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -22842916.000000 Penalty: 5955.245117
	Iteration 76Q: 3 clusters Score -2.284292e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160571 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -22842920.000000 Penalty: 5955.245117
	Iteration 77Q: 3 clusters Score -2.284292e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160602 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -22842902.000000 Penalty: 5955.245117
	Iteration 78Q: 3 clusters Score -2.28429e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160629 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -22842892.000000 Penalty: 5955.245117
	Iteration 79Q: 3 clusters Score -2.284289e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160657 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -22842886.000000 Penalty: 5955.245117
	Iteration 80F: 3 clusters Score -2.284289e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160687 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -22842870.000000 Penalty: 5955.245117
	Iteration 81Q: 3 clusters Score -2.284287e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160719 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -22842852.000000 Penalty: 5955.245117
	Iteration 82Q: 3 clusters Score -2.284285e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160744 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -22842836.000000 Penalty: 5955.245117
	Iteration 83Q: 3 clusters Score -2.284284e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160768 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -22842834.000000 Penalty: 5955.245117
	Iteration 84Q: 3 clusters Score -2.284283e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160786 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -22842820.000000 Penalty: 5955.245117
	Iteration 85Q: 3 clusters Score -2.284282e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160799 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -22842822.000000 Penalty: 5955.245117
	Iteration 86Q: 3 clusters Score -2.284282e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160810 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -22842822.000000 Penalty: 5955.245117
	Iteration 87Q: 3 clusters Score -2.284282e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160822 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -22842804.000000 Penalty: 5955.245117
	Iteration 88Q: 3 clusters Score -2.28428e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160834 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -22842794.000000 Penalty: 5955.245117
	Iteration 89Q: 3 clusters Score -2.284279e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160839 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -22842800.000000 Penalty: 5955.245117
	Iteration 90Q: 3 clusters Score -2.28428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160845 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -22842778.000000 Penalty: 5955.245117
	Iteration 91Q: 3 clusters Score -2.284278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160849 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -22842782.000000 Penalty: 5955.245117
	Iteration 92Q: 3 clusters Score -2.284278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160850 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -22842782.000000 Penalty: 5955.245117
	Iteration 93Q: 3 clusters Score -2.284278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160853 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -22842774.000000 Penalty: 5955.245117
	Iteration 94Q: 3 clusters Score -2.284277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160857 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -22842768.000000 Penalty: 5955.245117
	Iteration 95Q: 3 clusters Score -2.284277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160858 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -22842768.000000 Penalty: 5955.245117
	Iteration 96Q: 3 clusters Score -2.284277e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160858 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -22842768.000000 Penalty: 5955.245117
	Iteration 97F: 3 clusters Score -2.284277e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Entering Unmasked Estep 
Score: -911520.562500 Penalty: 2184.216064
	Iteration 0F: 2 clusters Score -911520.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -905914.062500 Penalty: 4368.432129
	Iteration 0F: 3 clusters Score -905914.1 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -907345.812500 Penalty: 4368.432129
	Iteration 1F: 3 clusters Score -907345.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -907641.750000 Penalty: 4368.432129
	Iteration 2F: 3 clusters Score -907641.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -907842.687500 Penalty: 4368.432129
	Iteration 3F: 3 clusters Score -907842.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -907969.625000 Penalty: 4368.432129
	Iteration 4Q: 3 clusters Score -907969.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -908084.312500 Penalty: 4368.432129
	Iteration 5Q: 3 clusters Score -908084.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -908203.750000 Penalty: 4368.432129
	Iteration 6Q: 3 clusters Score -908203.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -908317.437500 Penalty: 4368.432129
	Iteration 7Q: 3 clusters Score -908317.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -908422.562500 Penalty: 4368.432129
	Iteration 8Q: 3 clusters Score -908422.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -908523.750000 Penalty: 4368.432129
	Iteration 9Q: 3 clusters Score -908523.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -908611.812500 Penalty: 4368.432129
	Iteration 10Q: 3 clusters Score -908611.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -908707.000000 Penalty: 4368.432129
	Iteration 11Q: 3 clusters Score -908707 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -908809.312500 Penalty: 4368.432129
	Iteration 12Q: 3 clusters Score -908809.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -908889.625000 Penalty: 4368.432129
	Iteration 13Q: 3 clusters Score -908889.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -908966.562500 Penalty: 4368.432129
	Iteration 14Q: 3 clusters Score -908966.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -909027.250000 Penalty: 4368.432129
	Iteration 15Q: 3 clusters Score -909027.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -909089.687500 Penalty: 4368.432129
	Iteration 16Q: 3 clusters Score -909089.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -909147.625000 Penalty: 4368.432129
	Iteration 17Q: 3 clusters Score -909147.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -909215.937500 Penalty: 4368.432129
	Iteration 18Q: 3 clusters Score -909215.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -909268.687500 Penalty: 4368.432129
	Iteration 19Q: 3 clusters Score -909268.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -909315.000000 Penalty: 4368.432129
	Iteration 20F: 3 clusters Score -909315 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -909360.375000 Penalty: 4368.432129
	Iteration 21Q: 3 clusters Score -909360.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -909406.437500 Penalty: 4368.432129
	Iteration 22Q: 3 clusters Score -909406.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -909446.375000 Penalty: 4368.432129
	Iteration 23Q: 3 clusters Score -909446.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -909469.187500 Penalty: 4368.432129
	Iteration 24Q: 3 clusters Score -909469.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -909489.312500 Penalty: 4368.432129
	Iteration 25Q: 3 clusters Score -909489.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -909509.750000 Penalty: 4368.432129
	Iteration 26Q: 3 clusters Score -909509.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -909529.625000 Penalty: 4368.432129
	Iteration 27Q: 3 clusters Score -909529.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -909549.875000 Penalty: 4368.432129
	Iteration 28Q: 3 clusters Score -909549.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -909575.875000 Penalty: 4368.432129
	Iteration 29Q: 3 clusters Score -909575.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -909598.375000 Penalty: 4368.432129
	Iteration 30Q: 3 clusters Score -909598.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -909608.750000 Penalty: 4368.432129
	Iteration 31Q: 3 clusters Score -909608.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -909616.000000 Penalty: 4368.432129
	Iteration 32Q: 3 clusters Score -909616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -909623.250000 Penalty: 4368.432129
	Iteration 33Q: 3 clusters Score -909623.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -909631.750000 Penalty: 4368.432129
	Iteration 34Q: 3 clusters Score -909631.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -909636.250000 Penalty: 4368.432129
	Iteration 35Q: 3 clusters Score -909636.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -909648.562500 Penalty: 4368.432129
	Iteration 36Q: 3 clusters Score -909648.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -909657.187500 Penalty: 4368.432129
	Iteration 37Q: 3 clusters Score -909657.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -909662.125000 Penalty: 4368.432129
	Iteration 38Q: 3 clusters Score -909662.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -909664.750000 Penalty: 4368.432129
	Iteration 39Q: 3 clusters Score -909664.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -909664.750000 Penalty: 4368.432129
	Iteration 40F: 3 clusters Score -909664.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -909666.562500 Penalty: 4368.432129
	Iteration 41Q: 3 clusters Score -909666.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -909667.062500 Penalty: 4368.432129
	Iteration 42Q: 3 clusters Score -909667.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -909669.375000 Penalty: 4368.432129
	Iteration 43Q: 3 clusters Score -909669.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -909672.625000 Penalty: 4368.432129
	Iteration 44Q: 3 clusters Score -909672.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -909675.937500 Penalty: 4368.432129
	Iteration 45Q: 3 clusters Score -909675.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -909677.000000 Penalty: 4368.432129
	Iteration 46Q: 3 clusters Score -909677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -909677.312500 Penalty: 4368.432129
	Iteration 47Q: 3 clusters Score -909677.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -909677.937500 Penalty: 4368.432129
	Iteration 48Q: 3 clusters Score -909677.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -909677.937500 Penalty: 4368.432129
	Iteration 49F: 3 clusters Score -909677.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (132673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132673 members 
Entering Unmasked Estep 
Score: -18779426.000000 Penalty: 2925.319336
	Iteration 0F: 2 clusters Score -1.877943e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66262 members 
Mstep: Class 2 contains 66411 members 
Entering Unmasked Estep 
Score: -18695182.000000 Penalty: 5850.638672
	Iteration 0F: 3 clusters Score -1.869518e+07 nChanged 63423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63823 members 
Mstep: Class 2 contains 68850 members 
Entering Unmasked Estep 
Score: -18732498.000000 Penalty: 5850.638672
	Iteration 1F: 3 clusters Score -1.87325e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62191 members 
Mstep: Class 2 contains 70482 members 
Entering Unmasked Estep 
Score: -18734436.000000 Penalty: 5850.638672
	Iteration 2Q: 3 clusters Score -1.873444e+07 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59593 members 
Mstep: Class 2 contains 73080 members 
Entering Unmasked Estep 
Score: -18736704.000000 Penalty: 5850.638672
	Iteration 3Q: 3 clusters Score -1.87367e+07 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55243 members 
Mstep: Class 2 contains 77430 members 
Entering Unmasked Estep 
Score: -18740116.000000 Penalty: 5850.638672
	Iteration 4F: 3 clusters Score -1.874012e+07 nChanged 8595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48886 members 
Mstep: Class 2 contains 83787 members 
Entering Unmasked Estep 
Score: -18745300.000000 Penalty: 5850.638672
	Iteration 5F: 3 clusters Score -1.87453e+07 nChanged 9780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40426 members 
Mstep: Class 2 contains 92247 members 
Entering Unmasked Estep 
Score: -18752644.000000 Penalty: 5850.638672
	Iteration 6F: 3 clusters Score -1.875264e+07 nChanged 10083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 101646 members 
Entering Unmasked Estep 
Score: -18761300.000000 Penalty: 5850.638672
	Iteration 7F: 3 clusters Score -1.87613e+07 nChanged 8347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 109465 members 
Entering Unmasked Estep 
Score: -18768026.000000 Penalty: 5850.638672
	Iteration 8F: 3 clusters Score -1.876803e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 114815 members 
Entering Unmasked Estep 
Score: -18772156.000000 Penalty: 5850.638672
	Iteration 9Q: 3 clusters Score -1.877216e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 118514 members 
Entering Unmasked Estep 
Score: -18774188.000000 Penalty: 5850.638672
	Iteration 10Q: 3 clusters Score -1.877419e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 121412 members 
Entering Unmasked Estep 
Score: -18775658.000000 Penalty: 5850.638672
	Iteration 11Q: 3 clusters Score -1.877566e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 123761 members 
Entering Unmasked Estep 
Score: -18776736.000000 Penalty: 5850.638672
	Iteration 12Q: 3 clusters Score -1.877674e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 125620 members 
Entering Unmasked Estep 
Score: -18777518.000000 Penalty: 5850.638672
	Iteration 13Q: 3 clusters Score -1.877752e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 127036 members 
Entering Unmasked Estep 
Score: -18778252.000000 Penalty: 5850.638672
	Iteration 14Q: 3 clusters Score -1.877825e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 128094 members 
Entering Unmasked Estep 
Score: -18778734.000000 Penalty: 5850.638672
	Iteration 15Q: 3 clusters Score -1.877873e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 128860 members 
Entering Unmasked Estep 
Score: -18779018.000000 Penalty: 5850.638672
	Iteration 16Q: 3 clusters Score -1.877902e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 129404 members 
Entering Unmasked Estep 
Score: -18779264.000000 Penalty: 5850.638672
	Iteration 17Q: 3 clusters Score -1.877926e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 129773 members 
Entering Unmasked Estep 
Score: -18779336.000000 Penalty: 5850.638672
	Iteration 18Q: 3 clusters Score -1.877934e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 130039 members 
Entering Unmasked Estep 
Score: -18779310.000000 Penalty: 5850.638672
	Iteration 19Q: 3 clusters Score -1.877931e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 130223 members 
Entering Unmasked Estep 
Score: -18779368.000000 Penalty: 5850.638672
	Iteration 20F: 3 clusters Score -1.877937e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 130351 members 
Entering Unmasked Estep 
Score: -18779368.000000 Penalty: 5850.638672
	Iteration 21Q: 3 clusters Score -1.877937e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 130455 members 
Entering Unmasked Estep 
Score: -18779404.000000 Penalty: 5850.638672
	Iteration 22Q: 3 clusters Score -1.87794e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 130518 members 
Entering Unmasked Estep 
Score: -18779408.000000 Penalty: 5850.638672
	Iteration 23Q: 3 clusters Score -1.877941e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 130569 members 
Entering Unmasked Estep 
Score: -18779408.000000 Penalty: 5850.638672
	Iteration 24Q: 3 clusters Score -1.877941e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 130607 members 
Entering Unmasked Estep 
Score: -18779410.000000 Penalty: 5850.638672
	Iteration 25Q: 3 clusters Score -1.877941e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 130634 members 
Entering Unmasked Estep 
Score: -18779386.000000 Penalty: 5850.638672
	Iteration 26Q: 3 clusters Score -1.877939e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 130656 members 
Entering Unmasked Estep 
Score: -18779366.000000 Penalty: 5850.638672
	Iteration 27Q: 3 clusters Score -1.877937e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 130665 members 
Entering Unmasked Estep 
Score: -18779374.000000 Penalty: 5850.638672
	Iteration 28Q: 3 clusters Score -1.877937e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 130679 members 
Entering Unmasked Estep 
Score: -18779356.000000 Penalty: 5850.638672
	Iteration 29Q: 3 clusters Score -1.877936e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 130687 members 
Entering Unmasked Estep 
Score: -18779368.000000 Penalty: 5850.638672
	Iteration 30Q: 3 clusters Score -1.877937e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 130695 members 
Entering Unmasked Estep 
Score: -18779370.000000 Penalty: 5850.638672
	Iteration 31Q: 3 clusters Score -1.877937e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 130700 members 
Entering Unmasked Estep 
Score: -18779368.000000 Penalty: 5850.638672
	Iteration 32Q: 3 clusters Score -1.877937e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 130709 members 
Entering Unmasked Estep 
Score: -18779384.000000 Penalty: 5850.638672
	Iteration 33Q: 3 clusters Score -1.877938e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 130718 members 
Entering Unmasked Estep 
Score: -18779380.000000 Penalty: 5850.638672
	Iteration 34Q: 3 clusters Score -1.877938e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 130722 members 
Entering Unmasked Estep 
Score: -18779372.000000 Penalty: 5850.638672
	Iteration 35Q: 3 clusters Score -1.877937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 130726 members 
Entering Unmasked Estep 
Score: -18779372.000000 Penalty: 5850.638672
	Iteration 36Q: 3 clusters Score -1.877937e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 130734 members 
Entering Unmasked Estep 
Score: -18779380.000000 Penalty: 5850.638672
	Iteration 37Q: 3 clusters Score -1.877938e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 130741 members 
Entering Unmasked Estep 
Score: -18779384.000000 Penalty: 5850.638672
	Iteration 38Q: 3 clusters Score -1.877938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 130743 members 
Entering Unmasked Estep 
Score: -18779388.000000 Penalty: 5850.638672
	Iteration 39Q: 3 clusters Score -1.877939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 130746 members 
Entering Unmasked Estep 
Score: -18779392.000000 Penalty: 5850.638672
	Iteration 40F: 3 clusters Score -1.877939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 130748 members 
Entering Unmasked Estep 
Score: -18779400.000000 Penalty: 5850.638672
	Iteration 41Q: 3 clusters Score -1.87794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 130749 members 
Entering Unmasked Estep 
Score: -18779398.000000 Penalty: 5850.638672
	Iteration 42Q: 3 clusters Score -1.87794e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 130749 members 
Entering Unmasked Estep 
Score: -18779398.000000 Penalty: 5850.638672
	Iteration 43F: 3 clusters Score -1.87794e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Entering Unmasked Estep 
Score: -2419324.500000 Penalty: 2417.591553
	Iteration 0F: 2 clusters Score -2419324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -2407063.000000 Penalty: 4835.183105
	Iteration 0F: 3 clusters Score -2407063 nChanged 7482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2411042.250000 Penalty: 4835.183105
	Iteration 1F: 3 clusters Score -2411042 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2411340.500000 Penalty: 4835.183105
	Iteration 2F: 3 clusters Score -2411340 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -2411556.750000 Penalty: 4835.183105
	Iteration 3Q: 3 clusters Score -2411557 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -2411750.750000 Penalty: 4835.183105
	Iteration 4Q: 3 clusters Score -2411751 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2411914.750000 Penalty: 4835.183105
	Iteration 5Q: 3 clusters Score -2411915 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -2412093.000000 Penalty: 4835.183105
	Iteration 6Q: 3 clusters Score -2412093 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2412287.250000 Penalty: 4835.183105
	Iteration 7Q: 3 clusters Score -2412287 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2412538.250000 Penalty: 4835.183105
	Iteration 8Q: 3 clusters Score -2412538 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -2412896.750000 Penalty: 4835.183105
	Iteration 9Q: 3 clusters Score -2412897 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -2413362.250000 Penalty: 4835.183105
	Iteration 10Q: 3 clusters Score -2413362 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -2413957.000000 Penalty: 4835.183105
	Iteration 11F: 3 clusters Score -2413957 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2414606.750000 Penalty: 4835.183105
	Iteration 12F: 3 clusters Score -2414607 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -2415270.500000 Penalty: 4835.183105
	Iteration 13F: 3 clusters Score -2415270 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -2415930.750000 Penalty: 4835.183105
	Iteration 14Q: 3 clusters Score -2415931 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2416369.500000 Penalty: 4835.183105
	Iteration 15Q: 3 clusters Score -2416370 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -2416664.250000 Penalty: 4835.183105
	Iteration 16Q: 3 clusters Score -2416664 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -2416869.250000 Penalty: 4835.183105
	Iteration 17Q: 3 clusters Score -2416869 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -2416978.500000 Penalty: 4835.183105
	Iteration 18Q: 3 clusters Score -2416978 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -2417037.500000 Penalty: 4835.183105
	Iteration 19Q: 3 clusters Score -2417038 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -2417078.000000 Penalty: 4835.183105
	Iteration 20F: 3 clusters Score -2417078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -2417114.750000 Penalty: 4835.183105
	Iteration 21Q: 3 clusters Score -2417115 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2417142.250000 Penalty: 4835.183105
	Iteration 22Q: 3 clusters Score -2417142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -2417153.000000 Penalty: 4835.183105
	Iteration 23Q: 3 clusters Score -2417153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -2417167.000000 Penalty: 4835.183105
	Iteration 24Q: 3 clusters Score -2417167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -2417178.000000 Penalty: 4835.183105
	Iteration 25Q: 3 clusters Score -2417178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -2417185.250000 Penalty: 4835.183105
	Iteration 26Q: 3 clusters Score -2417185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2417195.750000 Penalty: 4835.183105
	Iteration 27Q: 3 clusters Score -2417196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -2417198.750000 Penalty: 4835.183105
	Iteration 28Q: 3 clusters Score -2417199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -2417200.000000 Penalty: 4835.183105
	Iteration 29Q: 3 clusters Score -2417200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -2417199.500000 Penalty: 4835.183105
	Iteration 30Q: 3 clusters Score -2417200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -2417205.250000 Penalty: 4835.183105
	Iteration 31Q: 3 clusters Score -2417205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -2417206.000000 Penalty: 4835.183105
	Iteration 32Q: 3 clusters Score -2417206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -2417210.750000 Penalty: 4835.183105
	Iteration 33Q: 3 clusters Score -2417211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -2417215.250000 Penalty: 4835.183105
	Iteration 34Q: 3 clusters Score -2417215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -2417219.250000 Penalty: 4835.183105
	Iteration 35Q: 3 clusters Score -2417219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -2417221.250000 Penalty: 4835.183105
	Iteration 36Q: 3 clusters Score -2417221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -2417222.750000 Penalty: 4835.183105
	Iteration 37Q: 3 clusters Score -2417223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -2417222.750000 Penalty: 4835.183105
	Iteration 38F: 3 clusters Score -2417223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Entering Unmasked Estep 
Score: -2231989.750000 Penalty: 2395.208252
	Iteration 0F: 2 clusters Score -2231990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -2220719.500000 Penalty: 4790.416504
	Iteration 0F: 3 clusters Score -2220720 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -2224305.250000 Penalty: 4790.416504
	Iteration 1F: 3 clusters Score -2224305 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -2224605.000000 Penalty: 4790.416504
	Iteration 2F: 3 clusters Score -2224605 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -2224871.750000 Penalty: 4790.416504
	Iteration 3Q: 3 clusters Score -2224872 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2225108.500000 Penalty: 4790.416504
	Iteration 4Q: 3 clusters Score -2225108 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -2225345.500000 Penalty: 4790.416504
	Iteration 5Q: 3 clusters Score -2225346 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -2225588.000000 Penalty: 4790.416504
	Iteration 6Q: 3 clusters Score -2225588 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2225863.750000 Penalty: 4790.416504
	Iteration 7Q: 3 clusters Score -2225864 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -2226212.250000 Penalty: 4790.416504
	Iteration 8Q: 3 clusters Score -2226212 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -2226636.250000 Penalty: 4790.416504
	Iteration 9Q: 3 clusters Score -2226636 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -2227170.000000 Penalty: 4790.416504
	Iteration 10F: 3 clusters Score -2227170 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -2227798.250000 Penalty: 4790.416504
	Iteration 11F: 3 clusters Score -2227798 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -2228418.000000 Penalty: 4790.416504
	Iteration 12Q: 3 clusters Score -2228418 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -2228941.250000 Penalty: 4790.416504
	Iteration 13Q: 3 clusters Score -2228941 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -2229284.750000 Penalty: 4790.416504
	Iteration 14Q: 3 clusters Score -2229285 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -2229511.750000 Penalty: 4790.416504
	Iteration 15Q: 3 clusters Score -2229512 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -2229632.750000 Penalty: 4790.416504
	Iteration 16Q: 3 clusters Score -2229633 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -2229713.000000 Penalty: 4790.416504
	Iteration 17Q: 3 clusters Score -2229713 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -2229753.250000 Penalty: 4790.416504
	Iteration 18Q: 3 clusters Score -2229753 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -2229794.250000 Penalty: 4790.416504
	Iteration 19Q: 3 clusters Score -2229794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -2229818.750000 Penalty: 4790.416504
	Iteration 20F: 3 clusters Score -2229819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -2229839.500000 Penalty: 4790.416504
	Iteration 21Q: 3 clusters Score -2229840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -2229849.750000 Penalty: 4790.416504
	Iteration 22Q: 3 clusters Score -2229850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -2229861.000000 Penalty: 4790.416504
	Iteration 23Q: 3 clusters Score -2229861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -2229879.000000 Penalty: 4790.416504
	Iteration 24Q: 3 clusters Score -2229879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -2229894.750000 Penalty: 4790.416504
	Iteration 25Q: 3 clusters Score -2229895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -2229900.750000 Penalty: 4790.416504
	Iteration 26Q: 3 clusters Score -2229901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -2229905.250000 Penalty: 4790.416504
	Iteration 27Q: 3 clusters Score -2229905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -2229907.000000 Penalty: 4790.416504
	Iteration 28Q: 3 clusters Score -2229907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -2229910.250000 Penalty: 4790.416504
	Iteration 29Q: 3 clusters Score -2229910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -2229910.250000 Penalty: 4790.416504
	Iteration 30F: 3 clusters Score -2229910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Entering Unmasked Estep 
Score: -106019.507812 Penalty: 1698.831299
	Iteration 0F: 2 clusters Score -106019.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -104223.015625 Penalty: 3397.662598
	Iteration 0F: 3 clusters Score -104223 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -105138.625000 Penalty: 3397.662598
	Iteration 1F: 3 clusters Score -105138.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -106096.992188 Penalty: 3397.662598
	Iteration 2F: 3 clusters Score -106097 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -106693.421875 Penalty: 3397.662598
	Iteration 3F: 3 clusters Score -106693.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -107226.382812 Penalty: 3397.662598
	Iteration 4F: 3 clusters Score -107226.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -107781.640625 Penalty: 3397.662598
	Iteration 5F: 3 clusters Score -107781.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -107950.867188 Penalty: 3397.662598
	Iteration 6Q: 3 clusters Score -107950.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -107990.609375 Penalty: 3397.662598
	Iteration 7Q: 3 clusters Score -107990.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -107995.757812 Penalty: 3397.662598
	Iteration 8Q: 3 clusters Score -107995.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -108010.250000 Penalty: 3397.662598
	Iteration 9Q: 3 clusters Score -108010.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -108014.039062 Penalty: 3397.662598
	Iteration 10Q: 3 clusters Score -108014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -108015.726562 Penalty: 3397.662598
	Iteration 11Q: 3 clusters Score -108015.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -108015.726562 Penalty: 3397.662598
	Iteration 12F: 3 clusters Score -108015.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 65986 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 165133 members 
Mstep: Class 6 contains 3841 members 
Mstep: Class 7 contains 28817 members 
Mstep: Class 8 contains 136347 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 163823 members 
Mstep: Class 11 contains 6683 members 
Mstep: Class 12 contains 132673 members 
Mstep: Class 13 contains 17126 members 
Mstep: Class 14 contains 15648 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 30402 members 
Mstep: Class 17 contains 3984 members 
Mstep: Class 18 contains 179996 members 
Mstep: Class 19 contains 2150 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3622 members 
Mstep: Class 22 contains 104 members 
Mstep: Class 23 contains 233 members 
Mstep: Class 24 contains 312 members 
Mstep: Class 25 contains 503 members 
Entering Unmasked Estep 
Score: -132671088.000000 Penalty: 85410.039062
Splitting cluster 15 changes total score from -132670256.000000 to -132671088.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 16 (30402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Entering Unmasked Estep 
Score: -4319458.000000 Penalty: 2559.921387
	Iteration 0F: 2 clusters Score -4319458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -4298770.000000 Penalty: 5119.842773
	Iteration 0F: 3 clusters Score -4298770 nChanged 13775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -4306275.000000 Penalty: 5119.842773
	Iteration 1F: 3 clusters Score -4306275 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -4306808.000000 Penalty: 5119.842773
	Iteration 2Q: 3 clusters Score -4306808 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -4307239.000000 Penalty: 5119.842773
	Iteration 3Q: 3 clusters Score -4307239 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -4307682.500000 Penalty: 5119.842773
	Iteration 4Q: 3 clusters Score -4307682 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -4308257.000000 Penalty: 5119.842773
	Iteration 5Q: 3 clusters Score -4308257 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -4309007.500000 Penalty: 5119.842773
	Iteration 6Q: 3 clusters Score -4309008 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -4310109.500000 Penalty: 5119.842773
	Iteration 7F: 3 clusters Score -4310110 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -4311617.500000 Penalty: 5119.842773
	Iteration 8F: 3 clusters Score -4311618 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -4313325.000000 Penalty: 5119.842773
	Iteration 9F: 3 clusters Score -4313325 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -4314888.000000 Penalty: 5119.842773
	Iteration 10F: 3 clusters Score -4314888 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -4316011.500000 Penalty: 5119.842773
	Iteration 11Q: 3 clusters Score -4316012 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4316599.500000 Penalty: 5119.842773
	Iteration 12Q: 3 clusters Score -4316600 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4316859.500000 Penalty: 5119.842773
	Iteration 13Q: 3 clusters Score -4316860 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4316997.500000 Penalty: 5119.842773
	Iteration 14Q: 3 clusters Score -4316998 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4317071.000000 Penalty: 5119.842773
	Iteration 15Q: 3 clusters Score -4317071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4317105.000000 Penalty: 5119.842773
	Iteration 16Q: 3 clusters Score -4317105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4317124.500000 Penalty: 5119.842773
	Iteration 17Q: 3 clusters Score -4317124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4317134.500000 Penalty: 5119.842773
	Iteration 18Q: 3 clusters Score -4317134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4317142.000000 Penalty: 5119.842773
	Iteration 19Q: 3 clusters Score -4317142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4317149.000000 Penalty: 5119.842773
	Iteration 20F: 3 clusters Score -4317149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4317159.000000 Penalty: 5119.842773
	Iteration 21Q: 3 clusters Score -4317159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4317168.500000 Penalty: 5119.842773
	Iteration 22Q: 3 clusters Score -4317168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4317168.500000 Penalty: 5119.842773
	Iteration 23F: 3 clusters Score -4317168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -547375.375000 Penalty: 2055.930420
	Iteration 0F: 2 clusters Score -547375.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -543525.500000 Penalty: 4111.860840
	Iteration 0F: 3 clusters Score -543525.5 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -544390.312500 Penalty: 4111.860840
	Iteration 1F: 3 clusters Score -544390.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -544596.500000 Penalty: 4111.860840
	Iteration 2F: 3 clusters Score -544596.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -544702.500000 Penalty: 4111.860840
	Iteration 3Q: 3 clusters Score -544702.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -544785.125000 Penalty: 4111.860840
	Iteration 4Q: 3 clusters Score -544785.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -544838.250000 Penalty: 4111.860840
	Iteration 5Q: 3 clusters Score -544838.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -544883.750000 Penalty: 4111.860840
	Iteration 6Q: 3 clusters Score -544883.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -544926.875000 Penalty: 4111.860840
	Iteration 7Q: 3 clusters Score -544926.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -544965.187500 Penalty: 4111.860840
	Iteration 8Q: 3 clusters Score -544965.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -545001.187500 Penalty: 4111.860840
	Iteration 9Q: 3 clusters Score -545001.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -545027.187500 Penalty: 4111.860840
	Iteration 10Q: 3 clusters Score -545027.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -545054.625000 Penalty: 4111.860840
	Iteration 11Q: 3 clusters Score -545054.6 nChanged 60
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: -545083.937500 Penalty: 4111.860840
	Iteration 12Q: 3 clusters Score -545083.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -545115.312500 Penalty: 4111.860840
	Iteration 13Q: 3 clusters Score -545115.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -545158.750000 Penalty: 4111.860840
	Iteration 14Q: 3 clusters Score -545158.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -545202.562500 Penalty: 4111.860840
	Iteration 15Q: 3 clusters Score -545202.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -545235.875000 Penalty: 4111.860840
	Iteration 16Q: 3 clusters Score -545235.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -545264.812500 Penalty: 4111.860840
	Iteration 17Q: 3 clusters Score -545264.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -545295.937500 Penalty: 4111.860840
	Iteration 18Q: 3 clusters Score -545295.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -545322.750000 Penalty: 4111.860840
	Iteration 19Q: 3 clusters Score -545322.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -545342.125000 Penalty: 4111.860840
	Iteration 20F: 3 clusters Score -545342.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -545359.750000 Penalty: 4111.860840
	Iteration 21Q: 3 clusters Score -545359.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -545374.437500 Penalty: 4111.860840
	Iteration 22Q: 3 clusters Score -545374.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -545389.562500 Penalty: 4111.860840
	Iteration 23Q: 3 clusters Score -545389.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -545405.000000 Penalty: 4111.860840
	Iteration 24Q: 3 clusters Score -545405 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -545420.375000 Penalty: 4111.860840
	Iteration 25Q: 3 clusters Score -545420.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -545432.250000 Penalty: 4111.860840
	Iteration 26Q: 3 clusters Score -545432.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -545440.187500 Penalty: 4111.860840
	Iteration 27Q: 3 clusters Score -545440.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -545449.250000 Penalty: 4111.860840
	Iteration 28Q: 3 clusters Score -545449.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -545456.250000 Penalty: 4111.860840
	Iteration 29Q: 3 clusters Score -545456.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -545462.875000 Penalty: 4111.860840
	Iteration 30Q: 3 clusters Score -545462.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -545471.062500 Penalty: 4111.860840
	Iteration 31Q: 3 clusters Score -545471.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -545475.937500 Penalty: 4111.860840
	Iteration 32Q: 3 clusters Score -545475.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -545480.375000 Penalty: 4111.860840
	Iteration 33Q: 3 clusters Score -545480.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -545487.000000 Penalty: 4111.860840
	Iteration 34Q: 3 clusters Score -545487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -545493.125000 Penalty: 4111.860840
	Iteration 35Q: 3 clusters Score -545493.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -545499.750000 Penalty: 4111.860840
	Iteration 36Q: 3 clusters Score -545499.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -545507.250000 Penalty: 4111.860840
	Iteration 37Q: 3 clusters Score -545507.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -545517.062500 Penalty: 4111.860840
	Iteration 38Q: 3 clusters Score -545517.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -545526.250000 Penalty: 4111.860840
	Iteration 39Q: 3 clusters Score -545526.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -545535.250000 Penalty: 4111.860840
	Iteration 40F: 3 clusters Score -545535.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -545547.000000 Penalty: 4111.860840
	Iteration 41Q: 3 clusters Score -545547 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -545560.000000 Penalty: 4111.860840
	Iteration 42Q: 3 clusters Score -545560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -545568.125000 Penalty: 4111.860840
	Iteration 43Q: 3 clusters Score -545568.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -545577.187500 Penalty: 4111.860840
	Iteration 44Q: 3 clusters Score -545577.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -545583.562500 Penalty: 4111.860840
	Iteration 45Q: 3 clusters Score -545583.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -545590.500000 Penalty: 4111.860840
	Iteration 46Q: 3 clusters Score -545590.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -545597.812500 Penalty: 4111.860840
	Iteration 47Q: 3 clusters Score -545597.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -545603.937500 Penalty: 4111.860840
	Iteration 48Q: 3 clusters Score -545603.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -545609.000000 Penalty: 4111.860840
	Iteration 49Q: 3 clusters Score -545609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -545610.000000 Penalty: 4111.860840
	Iteration 50Q: 3 clusters Score -545610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -545612.625000 Penalty: 4111.860840
	Iteration 51Q: 3 clusters Score -545612.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -545614.875000 Penalty: 4111.860840
	Iteration 52Q: 3 clusters Score -545614.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -545617.000000 Penalty: 4111.860840
	Iteration 53Q: 3 clusters Score -545617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -545622.375000 Penalty: 4111.860840
	Iteration 54Q: 3 clusters Score -545622.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -545625.625000 Penalty: 4111.860840
	Iteration 55Q: 3 clusters Score -545625.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -545627.125000 Penalty: 4111.860840
	Iteration 56Q: 3 clusters Score -545627.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -545627.937500 Penalty: 4111.860840
	Iteration 57Q: 3 clusters Score -545627.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -545627.937500 Penalty: 4111.860840
	Iteration 58F: 3 clusters Score -545627.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (179996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179996 members 
Entering Unmasked Estep 
Score: -25349678.000000 Penalty: 3000.971191
	Iteration 0F: 2 clusters Score -2.534968e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89774 members 
Mstep: Class 2 contains 90222 members 
Entering Unmasked Estep 
Score: -25243768.000000 Penalty: 6001.942383
	Iteration 0F: 3 clusters Score -2.524377e+07 nChanged 86305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84135 members 
Mstep: Class 2 contains 95861 members 
Entering Unmasked Estep 
Score: -25294056.000000 Penalty: 6001.942383
	Iteration 1F: 3 clusters Score -2.529406e+07 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80705 members 
Mstep: Class 2 contains 99291 members 
Entering Unmasked Estep 
Score: -25295182.000000 Penalty: 6001.942383
	Iteration 2Q: 3 clusters Score -2.529518e+07 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75768 members 
Mstep: Class 2 contains 104228 members 
Entering Unmasked Estep 
Score: -25297060.000000 Penalty: 6001.942383
	Iteration 3Q: 3 clusters Score -2.529706e+07 nChanged 8548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68820 members 
Mstep: Class 2 contains 111176 members 
Entering Unmasked Estep 
Score: -25299580.000000 Penalty: 6001.942383
	Iteration 4Q: 3 clusters Score -2.529958e+07 nChanged 10219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59985 members 
Mstep: Class 2 contains 120011 members 
Entering Unmasked Estep 
Score: -25303154.000000 Penalty: 6001.942383
	Iteration 5F: 3 clusters Score -2.530315e+07 nChanged 11305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49748 members 
Mstep: Class 2 contains 130248 members 
Entering Unmasked Estep 
Score: -25308070.000000 Penalty: 6001.942383
	Iteration 6F: 3 clusters Score -2.530807e+07 nChanged 11672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 141034 members 
Entering Unmasked Estep 
Score: -25314790.000000 Penalty: 6001.942383
	Iteration 7F: 3 clusters Score -2.531479e+07 nChanged 10623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 150967 members 
Entering Unmasked Estep 
Score: -25322154.000000 Penalty: 6001.942383
	Iteration 8F: 3 clusters Score -2.532215e+07 nChanged 8642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 159109 members 
Entering Unmasked Estep 
Score: -25334044.000000 Penalty: 6001.942383
	Iteration 9Q: 3 clusters Score -2.533404e+07 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 166373 members 
Entering Unmasked Estep 
Score: -25342554.000000 Penalty: 6001.942383
	Iteration 10Q: 3 clusters Score -2.534255e+07 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 172148 members 
Entering Unmasked Estep 
Score: -25346378.000000 Penalty: 6001.942383
	Iteration 11Q: 3 clusters Score -2.534638e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 175923 members 
Entering Unmasked Estep 
Score: -25347214.000000 Penalty: 6001.942383
	Iteration 12Q: 3 clusters Score -2.534721e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 177983 members 
Entering Unmasked Estep 
Score: -25347160.000000 Penalty: 6001.942383
	Iteration 13Q: 3 clusters Score -2.534716e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 178967 members 
Entering Unmasked Estep 
Score: -25347054.000000 Penalty: 6001.942383
	Iteration 14Q: 3 clusters Score -2.534705e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 179359 members 
Entering Unmasked Estep 
Score: -25347082.000000 Penalty: 6001.942383
	Iteration 15Q: 3 clusters Score -2.534708e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 179502 members 
Entering Unmasked Estep 
Score: -25347134.000000 Penalty: 6001.942383
	Iteration 16Q: 3 clusters Score -2.534713e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 179568 members 
Entering Unmasked Estep 
Score: -25347138.000000 Penalty: 6001.942383
	Iteration 17Q: 3 clusters Score -2.534714e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 179614 members 
Entering Unmasked Estep 
Score: -25347130.000000 Penalty: 6001.942383
	Iteration 18Q: 3 clusters Score -2.534713e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 179635 members 
Entering Unmasked Estep 
Score: -25347116.000000 Penalty: 6001.942383
	Iteration 19Q: 3 clusters Score -2.534712e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 179647 members 
Entering Unmasked Estep 
Score: -25347130.000000 Penalty: 6001.942383
	Iteration 20F: 3 clusters Score -2.534713e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 179657 members 
Entering Unmasked Estep 
Score: -25347120.000000 Penalty: 6001.942383
	Iteration 21Q: 3 clusters Score -2.534712e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 179667 members 
Entering Unmasked Estep 
Score: -25347140.000000 Penalty: 6001.942383
	Iteration 22Q: 3 clusters Score -2.534714e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 179674 members 
Entering Unmasked Estep 
Score: -25347158.000000 Penalty: 6001.942383
	Iteration 23Q: 3 clusters Score -2.534716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 179674 members 
Entering Unmasked Estep 
Score: -25347164.000000 Penalty: 6001.942383
	Iteration 24Q: 3 clusters Score -2.534716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 179673 members 
Entering Unmasked Estep 
Score: -25347156.000000 Penalty: 6001.942383
	Iteration 25Q: 3 clusters Score -2.534716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 179674 members 
Entering Unmasked Estep 
Score: -25347164.000000 Penalty: 6001.942383
	Iteration 26Q: 3 clusters Score -2.534716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 179675 members 
Entering Unmasked Estep 
Score: -25347168.000000 Penalty: 6001.942383
	Iteration 27Q: 3 clusters Score -2.534717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 179678 members 
Entering Unmasked Estep 
Score: -25347150.000000 Penalty: 6001.942383
	Iteration 28Q: 3 clusters Score -2.534715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 179679 members 
Entering Unmasked Estep 
Score: -25347168.000000 Penalty: 6001.942383
	Iteration 29Q: 3 clusters Score -2.534717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 179678 members 
Entering Unmasked Estep 
Score: -25347158.000000 Penalty: 6001.942383
	Iteration 30Q: 3 clusters Score -2.534716e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 179677 members 
Entering Unmasked Estep 
Score: -25347166.000000 Penalty: 6001.942383
	Iteration 31Q: 3 clusters Score -2.534717e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 179679 members 
Entering Unmasked Estep 
Score: -25347162.000000 Penalty: 6001.942383
	Iteration 32Q: 3 clusters Score -2.534716e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 179685 members 
Entering Unmasked Estep 
Score: -25347174.000000 Penalty: 6001.942383
	Iteration 33Q: 3 clusters Score -2.534717e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 179691 members 
Entering Unmasked Estep 
Score: -25347198.000000 Penalty: 6001.942383
	Iteration 34Q: 3 clusters Score -2.53472e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 179695 members 
Entering Unmasked Estep 
Score: -25347182.000000 Penalty: 6001.942383
	Iteration 35Q: 3 clusters Score -2.534718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 179699 members 
Entering Unmasked Estep 
Score: -25347192.000000 Penalty: 6001.942383
	Iteration 36Q: 3 clusters Score -2.534719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 179700 members 
Entering Unmasked Estep 
Score: -25347202.000000 Penalty: 6001.942383
	Iteration 37Q: 3 clusters Score -2.53472e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 179701 members 
Entering Unmasked Estep 
Score: -25347218.000000 Penalty: 6001.942383
	Iteration 38Q: 3 clusters Score -2.534722e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 179701 members 
Entering Unmasked Estep 
Score: -25347218.000000 Penalty: 6001.942383
	Iteration 39F: 3 clusters Score -2.534722e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Entering Unmasked Estep 
Score: -296244.812500 Penalty: 1902.959351
	Iteration 0F: 2 clusters Score -296244.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -293477.406250 Penalty: 3805.918701
	Iteration 0F: 3 clusters Score -293477.4 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -293987.062500 Penalty: 3805.918701
	Iteration 1F: 3 clusters Score -293987.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -294114.531250 Penalty: 3805.918701
	Iteration 2F: 3 clusters Score -294114.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -294182.812500 Penalty: 3805.918701
	Iteration 3Q: 3 clusters Score -294182.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -294227.156250 Penalty: 3805.918701
	Iteration 4Q: 3 clusters Score -294227.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -294271.718750 Penalty: 3805.918701
	Iteration 5Q: 3 clusters Score -294271.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -294300.562500 Penalty: 3805.918701
	Iteration 6Q: 3 clusters Score -294300.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -294324.093750 Penalty: 3805.918701
	Iteration 7Q: 3 clusters Score -294324.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -294345.156250 Penalty: 3805.918701
	Iteration 8Q: 3 clusters Score -294345.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -294360.875000 Penalty: 3805.918701
	Iteration 9Q: 3 clusters Score -294360.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -294373.593750 Penalty: 3805.918701
	Iteration 10Q: 3 clusters Score -294373.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -294380.812500 Penalty: 3805.918701
	Iteration 11Q: 3 clusters Score -294380.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -294388.750000 Penalty: 3805.918701
	Iteration 12Q: 3 clusters Score -294388.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -294395.218750 Penalty: 3805.918701
	Iteration 13Q: 3 clusters Score -294395.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -294403.406250 Penalty: 3805.918701
	Iteration 14Q: 3 clusters Score -294403.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -294411.312500 Penalty: 3805.918701
	Iteration 15Q: 3 clusters Score -294411.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -294421.875000 Penalty: 3805.918701
	Iteration 16Q: 3 clusters Score -294421.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -294429.937500 Penalty: 3805.918701
	Iteration 17Q: 3 clusters Score -294429.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -294435.218750 Penalty: 3805.918701
	Iteration 18Q: 3 clusters Score -294435.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -294440.281250 Penalty: 3805.918701
	Iteration 19Q: 3 clusters Score -294440.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -294445.437500 Penalty: 3805.918701
	Iteration 20F: 3 clusters Score -294445.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -294449.218750 Penalty: 3805.918701
	Iteration 21Q: 3 clusters Score -294449.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -294454.562500 Penalty: 3805.918701
	Iteration 22Q: 3 clusters Score -294454.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -294456.687500 Penalty: 3805.918701
	Iteration 23Q: 3 clusters Score -294456.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -294459.718750 Penalty: 3805.918701
	Iteration 24Q: 3 clusters Score -294459.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -294461.500000 Penalty: 3805.918701
	Iteration 25Q: 3 clusters Score -294461.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -294461.437500 Penalty: 3805.918701
	Iteration 26Q: 3 clusters Score -294461.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -294464.625000 Penalty: 3805.918701
	Iteration 27Q: 3 clusters Score -294464.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -294465.531250 Penalty: 3805.918701
	Iteration 28Q: 3 clusters Score -294465.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -294467.875000 Penalty: 3805.918701
	Iteration 29Q: 3 clusters Score -294467.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -294472.218750 Penalty: 3805.918701
	Iteration 30Q: 3 clusters Score -294472.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -294475.968750 Penalty: 3805.918701
	Iteration 31Q: 3 clusters Score -294476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -294478.468750 Penalty: 3805.918701
	Iteration 32Q: 3 clusters Score -294478.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -294480.312500 Penalty: 3805.918701
	Iteration 33Q: 3 clusters Score -294480.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -294483.031250 Penalty: 3805.918701
	Iteration 34Q: 3 clusters Score -294483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -294484.968750 Penalty: 3805.918701
	Iteration 35Q: 3 clusters Score -294485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -294485.937500 Penalty: 3805.918701
	Iteration 36Q: 3 clusters Score -294485.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -294487.031250 Penalty: 3805.918701
	Iteration 37Q: 3 clusters Score -294487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -294488.687500 Penalty: 3805.918701
	Iteration 38Q: 3 clusters Score -294488.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -294490.562500 Penalty: 3805.918701
	Iteration 39Q: 3 clusters Score -294490.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -294491.375000 Penalty: 3805.918701
	Iteration 40F: 3 clusters Score -294491.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -294492.343750 Penalty: 3805.918701
	Iteration 41Q: 3 clusters Score -294492.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -294496.000000 Penalty: 3805.918701
	Iteration 42Q: 3 clusters Score -294496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -294502.687500 Penalty: 3805.918701
	Iteration 43Q: 3 clusters Score -294502.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -294505.375000 Penalty: 3805.918701
	Iteration 44Q: 3 clusters Score -294505.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -294508.875000 Penalty: 3805.918701
	Iteration 45Q: 3 clusters Score -294508.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -294511.125000 Penalty: 3805.918701
	Iteration 46Q: 3 clusters Score -294511.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -294513.031250 Penalty: 3805.918701
	Iteration 47Q: 3 clusters Score -294513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -294516.031250 Penalty: 3805.918701
	Iteration 48Q: 3 clusters Score -294516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -294517.687500 Penalty: 3805.918701
	Iteration 49Q: 3 clusters Score -294517.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -294517.968750 Penalty: 3805.918701
	Iteration 50Q: 3 clusters Score -294518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -294518.218750 Penalty: 3805.918701
	Iteration 51Q: 3 clusters Score -294518.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -294520.656250 Penalty: 3805.918701
	Iteration 52Q: 3 clusters Score -294520.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -294522.812500 Penalty: 3805.918701
	Iteration 53Q: 3 clusters Score -294522.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -294524.593750 Penalty: 3805.918701
	Iteration 54Q: 3 clusters Score -294524.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -294526.375000 Penalty: 3805.918701
	Iteration 55Q: 3 clusters Score -294526.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -294526.812500 Penalty: 3805.918701
	Iteration 56Q: 3 clusters Score -294526.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -294528.093750 Penalty: 3805.918701
	Iteration 57Q: 3 clusters Score -294528.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -294528.968750 Penalty: 3805.918701
	Iteration 58Q: 3 clusters Score -294529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -294529.375000 Penalty: 3805.918701
	Iteration 59Q: 3 clusters Score -294529.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -294531.500000 Penalty: 3805.918701
	Iteration 60F: 3 clusters Score -294531.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -294532.250000 Penalty: 3805.918701
	Iteration 61Q: 3 clusters Score -294532.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -294534.343750 Penalty: 3805.918701
	Iteration 62Q: 3 clusters Score -294534.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -294537.687500 Penalty: 3805.918701
	Iteration 63Q: 3 clusters Score -294537.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -294538.781250 Penalty: 3805.918701
	Iteration 64Q: 3 clusters Score -294538.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -294539.593750 Penalty: 3805.918701
	Iteration 65Q: 3 clusters Score -294539.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -294539.593750 Penalty: 3805.918701
	Iteration 66F: 3 clusters Score -294539.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -81267.898438 Penalty: 1583.946045
	Iteration 0F: 2 clusters Score -81267.9 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 304 members 
Entering Unmasked Estep 
Score: -79639.687500 Penalty: 3167.892090
	Iteration 0F: 3 clusters Score -79639.69 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -79819.882812 Penalty: 3167.892090
	Iteration 1F: 3 clusters Score -79819.88 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -79886.328125 Penalty: 3167.892090
	Iteration 2F: 3 clusters Score -79886.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -79916.562500 Penalty: 3167.892090
	Iteration 3Q: 3 clusters Score -79916.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -79928.375000 Penalty: 3167.892090
	Iteration 4Q: 3 clusters Score -79928.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -79932.664062 Penalty: 3167.892090
	Iteration 5Q: 3 clusters Score -79932.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -79937.773438 Penalty: 3167.892090
	Iteration 6Q: 3 clusters Score -79937.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -79941.656250 Penalty: 3167.892090
	Iteration 7Q: 3 clusters Score -79941.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -79943.500000 Penalty: 3167.892090
	Iteration 8Q: 3 clusters Score -79943.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -79943.500000 Penalty: 3167.892090
	Iteration 9F: 3 clusters Score -79943.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Entering Unmasked Estep 
Score: -491074.250000 Penalty: 2032.305786
	Iteration 0F: 2 clusters Score -491074.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -487368.500000 Penalty: 4064.611572
	Iteration 0F: 3 clusters Score -487368.5 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -488185.062500 Penalty: 4064.611572
	Iteration 1F: 3 clusters Score -488185.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -488423.125000 Penalty: 4064.611572
	Iteration 2F: 3 clusters Score -488423.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -488574.218750 Penalty: 4064.611572
	Iteration 3F: 3 clusters Score -488574.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -488678.125000 Penalty: 4064.611572
	Iteration 4Q: 3 clusters Score -488678.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -488748.781250 Penalty: 4064.611572
	Iteration 5Q: 3 clusters Score -488748.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -488794.281250 Penalty: 4064.611572
	Iteration 6Q: 3 clusters Score -488794.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -488831.500000 Penalty: 4064.611572
	Iteration 7Q: 3 clusters Score -488831.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -488863.875000 Penalty: 4064.611572
	Iteration 8Q: 3 clusters Score -488863.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -488900.875000 Penalty: 4064.611572
	Iteration 9Q: 3 clusters Score -488900.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -488935.968750 Penalty: 4064.611572
	Iteration 10Q: 3 clusters Score -488936 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -488969.500000 Penalty: 4064.611572
	Iteration 11Q: 3 clusters Score -488969.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -489010.312500 Penalty: 4064.611572
	Iteration 12Q: 3 clusters Score -489010.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -489049.468750 Penalty: 4064.611572
	Iteration 13Q: 3 clusters Score -489049.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -489083.375000 Penalty: 4064.611572
	Iteration 14Q: 3 clusters Score -489083.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -489117.343750 Penalty: 4064.611572
	Iteration 15Q: 3 clusters Score -489117.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -489143.781250 Penalty: 4064.611572
	Iteration 16Q: 3 clusters Score -489143.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -489171.062500 Penalty: 4064.611572
	Iteration 17Q: 3 clusters Score -489171.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -489198.156250 Penalty: 4064.611572
	Iteration 18Q: 3 clusters Score -489198.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -489219.968750 Penalty: 4064.611572
	Iteration 19Q: 3 clusters Score -489220 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -489247.187500 Penalty: 4064.611572
	Iteration 20F: 3 clusters Score -489247.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -489272.281250 Penalty: 4064.611572
	Iteration 21Q: 3 clusters Score -489272.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -489293.375000 Penalty: 4064.611572
	Iteration 22Q: 3 clusters Score -489293.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -489315.906250 Penalty: 4064.611572
	Iteration 23Q: 3 clusters Score -489315.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -489343.562500 Penalty: 4064.611572
	Iteration 24Q: 3 clusters Score -489343.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -489377.843750 Penalty: 4064.611572
	Iteration 25Q: 3 clusters Score -489377.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -489401.093750 Penalty: 4064.611572
	Iteration 26Q: 3 clusters Score -489401.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -489421.937500 Penalty: 4064.611572
	Iteration 27Q: 3 clusters Score -489421.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -489445.937500 Penalty: 4064.611572
	Iteration 28Q: 3 clusters Score -489445.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -489474.406250 Penalty: 4064.611572
	Iteration 29Q: 3 clusters Score -489474.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -489512.312500 Penalty: 4064.611572
	Iteration 30Q: 3 clusters Score -489512.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -489547.000000 Penalty: 4064.611572
	Iteration 31Q: 3 clusters Score -489547 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -489572.593750 Penalty: 4064.611572
	Iteration 32Q: 3 clusters Score -489572.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -489589.937500 Penalty: 4064.611572
	Iteration 33Q: 3 clusters Score -489589.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -489603.593750 Penalty: 4064.611572
	Iteration 34Q: 3 clusters Score -489603.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -489614.281250 Penalty: 4064.611572
	Iteration 35Q: 3 clusters Score -489614.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -489627.531250 Penalty: 4064.611572
	Iteration 36Q: 3 clusters Score -489627.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -489636.906250 Penalty: 4064.611572
	Iteration 37Q: 3 clusters Score -489636.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -489647.281250 Penalty: 4064.611572
	Iteration 38Q: 3 clusters Score -489647.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -489657.250000 Penalty: 4064.611572
	Iteration 39Q: 3 clusters Score -489657.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -489669.250000 Penalty: 4064.611572
	Iteration 40F: 3 clusters Score -489669.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -489677.531250 Penalty: 4064.611572
	Iteration 41Q: 3 clusters Score -489677.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -489688.062500 Penalty: 4064.611572
	Iteration 42Q: 3 clusters Score -489688.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -489697.937500 Penalty: 4064.611572
	Iteration 43Q: 3 clusters Score -489697.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -489705.281250 Penalty: 4064.611572
	Iteration 44Q: 3 clusters Score -489705.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -489709.093750 Penalty: 4064.611572
	Iteration 45Q: 3 clusters Score -489709.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -489711.812500 Penalty: 4064.611572
	Iteration 46Q: 3 clusters Score -489711.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -489714.750000 Penalty: 4064.611572
	Iteration 47Q: 3 clusters Score -489714.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -489719.937500 Penalty: 4064.611572
	Iteration 48Q: 3 clusters Score -489719.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -489724.375000 Penalty: 4064.611572
	Iteration 49Q: 3 clusters Score -489724.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -489727.437500 Penalty: 4064.611572
	Iteration 50Q: 3 clusters Score -489727.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -489731.593750 Penalty: 4064.611572
	Iteration 51Q: 3 clusters Score -489731.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -489734.031250 Penalty: 4064.611572
	Iteration 52Q: 3 clusters Score -489734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -489738.125000 Penalty: 4064.611572
	Iteration 53Q: 3 clusters Score -489738.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -489739.875000 Penalty: 4064.611572
	Iteration 54Q: 3 clusters Score -489739.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -489740.343750 Penalty: 4064.611572
	Iteration 55Q: 3 clusters Score -489740.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -489741.656250 Penalty: 4064.611572
	Iteration 56Q: 3 clusters Score -489741.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -489742.718750 Penalty: 4064.611572
	Iteration 57Q: 3 clusters Score -489742.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -489743.968750 Penalty: 4064.611572
	Iteration 58Q: 3 clusters Score -489744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -489743.968750 Penalty: 4064.611572
	Iteration 59F: 3 clusters Score -489744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Entering Unmasked Estep 
Score: -9787.063477 Penalty: 1151.808960
	Iteration 0F: 2 clusters Score -9787.063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -9045.387695 Penalty: 2303.617920
	Iteration 0F: 3 clusters Score -9045.388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -9065.538086 Penalty: 2303.617920
	Iteration 1Q: 3 clusters Score -9065.538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -9108.213867 Penalty: 2303.617920
	Iteration 2Q: 3 clusters Score -9108.214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -9108.213867 Penalty: 2303.617920
	Iteration 3F: 3 clusters Score -9108.214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -25033.556641 Penalty: 1351.857544
	Iteration 0F: 2 clusters Score -25033.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -23956.625000 Penalty: 2703.715088
	Iteration 0F: 3 clusters Score -23956.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -24053.216797 Penalty: 2703.715088
	Iteration 1F: 3 clusters Score -24053.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -24126.962891 Penalty: 2703.715088
	Iteration 2Q: 3 clusters Score -24126.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -24151.431641 Penalty: 2703.715088
	Iteration 3Q: 3 clusters Score -24151.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -24151.431641 Penalty: 2703.715088
	Iteration 4F: 3 clusters Score -24151.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 65986 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 165133 members 
Mstep: Class 6 contains 3841 members 
Mstep: Class 7 contains 28817 members 
Mstep: Class 8 contains 136347 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 163823 members 
Mstep: Class 11 contains 6683 members 
Mstep: Class 12 contains 132673 members 
Mstep: Class 13 contains 17126 members 
Mstep: Class 14 contains 15648 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 30402 members 
Mstep: Class 17 contains 3984 members 
Mstep: Class 18 contains 179996 members 
Mstep: Class 19 contains 2150 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3622 members 
Mstep: Class 22 contains 104 members 
Mstep: Class 23 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132671216.000000 Penalty: 85410.039062
Iteration 159Q: 26 clusters Score -1.326712e+08 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 65984 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 164127 members 
Mstep: Class 6 contains 3841 members 
Mstep: Class 7 contains 28840 members 
Mstep: Class 8 contains 136059 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 164757 members 
Mstep: Class 11 contains 6681 members 
Mstep: Class 12 contains 132682 members 
Mstep: Class 13 contains 17124 members 
Mstep: Class 14 contains 15704 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 30654 members 
Mstep: Class 17 contains 3980 members 
Mstep: Class 18 contains 180033 members 
Mstep: Class 19 contains 2149 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3615 members 
Mstep: Class 22 contains 104 members 
Mstep: Class 23 contains 233 members 
Mstep: Class 24 contains 312 members 
Mstep: Class 25 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132671176.000000 Penalty: 85410.039062
Iteration 160F: 26 clusters Score -1.326712e+08 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 66024 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 163026 members 
Mstep: Class 6 contains 3841 members 
Mstep: Class 7 contains 28861 members 
Mstep: Class 8 contains 135713 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 165832 members 
Mstep: Class 11 contains 6679 members 
Mstep: Class 12 contains 132698 members 
Mstep: Class 13 contains 17123 members 
Mstep: Class 14 contains 15755 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 30883 members 
Mstep: Class 17 contains 3976 members 
Mstep: Class 18 contains 180050 members 
Mstep: Class 19 contains 2151 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3616 members 
Mstep: Class 22 contains 102 members 
Mstep: Class 23 contains 232 members 
Mstep: Class 24 contains 312 members 
Mstep: Class 25 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132670768.000000 Penalty: 85410.039062
Iteration 161Q: 26 clusters Score -1.326708e+08 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 66045 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161817 members 
Mstep: Class 6 contains 3841 members 
Mstep: Class 7 contains 28901 members 
Mstep: Class 8 contains 135325 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 167038 members 
Mstep: Class 11 contains 6684 members 
Mstep: Class 12 contains 132709 members 
Mstep: Class 13 contains 17120 members 
Mstep: Class 14 contains 15813 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 31116 members 
Mstep: Class 17 contains 3977 members 
Mstep: Class 18 contains 180072 members 
Mstep: Class 19 contains 2149 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3622 members 
Mstep: Class 22 contains 101 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132670344.000000 Penalty: 85410.039062
Iteration 162Q: 26 clusters Score -1.326703e+08 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 66066 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 160438 members 
Mstep: Class 6 contains 3841 members 
Mstep: Class 7 contains 28923 members 
Mstep: Class 8 contains 134896 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 168488 members 
Mstep: Class 11 contains 6692 members 
Mstep: Class 12 contains 132713 members 
Mstep: Class 13 contains 17120 members 
Mstep: Class 14 contains 15863 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 31333 members 
Mstep: Class 17 contains 3973 members 
Mstep: Class 18 contains 180113 members 
Mstep: Class 19 contains 2147 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3622 members 
Mstep: Class 22 contains 100 members 
Mstep: Class 23 contains 229 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132669960.000000 Penalty: 85410.039062
Iteration 163Q: 26 clusters Score -1.3267e+08 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 66091 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 159043 members 
Mstep: Class 6 contains 3841 members 
Mstep: Class 7 contains 28955 members 
Mstep: Class 8 contains 134430 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 169978 members 
Mstep: Class 11 contains 6689 members 
Mstep: Class 12 contains 132712 members 
Mstep: Class 13 contains 17123 members 
Mstep: Class 14 contains 15921 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 31560 members 
Mstep: Class 17 contains 3971 members 
Mstep: Class 18 contains 180150 members 
Mstep: Class 19 contains 2145 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3619 members 
Mstep: Class 22 contains 98 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132669168.000000 Penalty: 85410.039062
Iteration 164Q: 26 clusters Score -1.326692e+08 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 66143 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 157657 members 
Mstep: Class 6 contains 3841 members 
Mstep: Class 7 contains 28978 members 
Mstep: Class 8 contains 133898 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 171510 members 
Mstep: Class 11 contains 6688 members 
Mstep: Class 12 contains 132738 members 
Mstep: Class 13 contains 17122 members 
Mstep: Class 14 contains 15991 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 31760 members 
Mstep: Class 17 contains 3969 members 
Mstep: Class 18 contains 180174 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3615 members 
Mstep: Class 22 contains 97 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132668432.000000 Penalty: 85410.039062
Iteration 165Q: 26 clusters Score -1.326684e+08 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 66187 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 156110 members 
Mstep: Class 6 contains 3841 members 
Mstep: Class 7 contains 29024 members 
Mstep: Class 8 contains 133448 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 173006 members 
Mstep: Class 11 contains 6687 members 
Mstep: Class 12 contains 132801 members 
Mstep: Class 13 contains 17120 members 
Mstep: Class 14 contains 16077 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 31990 members 
Mstep: Class 17 contains 3956 members 
Mstep: Class 18 contains 180223 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3615 members 
Mstep: Class 22 contains 97 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132666640.000000 Penalty: 85410.039062
Iteration 166Q: 26 clusters Score -1.326666e+08 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 66257 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 154447 members 
Mstep: Class 6 contains 3841 members 
Mstep: Class 7 contains 29082 members 
Mstep: Class 8 contains 132993 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 174460 members 
Mstep: Class 11 contains 6687 members 
Mstep: Class 12 contains 132903 members 
Mstep: Class 13 contains 17137 members 
Mstep: Class 14 contains 16163 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 32278 members 
Mstep: Class 17 contains 3952 members 
Mstep: Class 18 contains 180271 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3617 members 
Mstep: Class 22 contains 97 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132664864.000000 Penalty: 85410.039062
Iteration 167Q: 26 clusters Score -1.326649e+08 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 66319 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 152668 members 
Mstep: Class 6 contains 3842 members 
Mstep: Class 7 contains 29144 members 
Mstep: Class 8 contains 132619 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 175825 members 
Mstep: Class 11 contains 6692 members 
Mstep: Class 12 contains 133041 members 
Mstep: Class 13 contains 17140 members 
Mstep: Class 14 contains 16251 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 32579 members 
Mstep: Class 17 contains 3952 members 
Mstep: Class 18 contains 180386 members 
Mstep: Class 19 contains 2145 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3629 members 
Mstep: Class 22 contains 97 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132663360.000000 Penalty: 85410.039062
Iteration 168Q: 26 clusters Score -1.326634e+08 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 66381 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 151153 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 29219 members 
Mstep: Class 8 contains 132336 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 176837 members 
Mstep: Class 11 contains 6702 members 
Mstep: Class 12 contains 133181 members 
Mstep: Class 13 contains 17139 members 
Mstep: Class 14 contains 16347 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 32904 members 
Mstep: Class 17 contains 3955 members 
Mstep: Class 18 contains 180458 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3632 members 
Mstep: Class 22 contains 97 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132661384.000000 Penalty: 85410.039062
Iteration 169Q: 26 clusters Score -1.326614e+08 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 66442 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 149788 members 
Mstep: Class 6 contains 3846 members 
Mstep: Class 7 contains 29266 members 
Mstep: Class 8 contains 132227 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 177512 members 
Mstep: Class 11 contains 6710 members 
Mstep: Class 12 contains 133359 members 
Mstep: Class 13 contains 17130 members 
Mstep: Class 14 contains 16440 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 33241 members 
Mstep: Class 17 contains 3962 members 
Mstep: Class 18 contains 180530 members 
Mstep: Class 19 contains 2146 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3633 members 
Mstep: Class 22 contains 97 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132660680.000000 Penalty: 85410.039062
Iteration 170Q: 26 clusters Score -1.326607e+08 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 66477 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 148679 members 
Mstep: Class 6 contains 3846 members 
Mstep: Class 7 contains 29295 members 
Mstep: Class 8 contains 132291 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 177889 members 
Mstep: Class 11 contains 6709 members 
Mstep: Class 12 contains 133481 members 
Mstep: Class 13 contains 17128 members 
Mstep: Class 14 contains 16540 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 33567 members 
Mstep: Class 17 contains 3969 members 
Mstep: Class 18 contains 180589 members 
Mstep: Class 19 contains 2145 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3628 members 
Mstep: Class 22 contains 97 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132659592.000000 Penalty: 85410.039062
Iteration 171Q: 26 clusters Score -1.326596e+08 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 66501 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 147693 members 
Mstep: Class 6 contains 3848 members 
Mstep: Class 7 contains 29314 members 
Mstep: Class 8 contains 132536 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 178022 members 
Mstep: Class 11 contains 6709 members 
Mstep: Class 12 contains 133596 members 
Mstep: Class 13 contains 17121 members 
Mstep: Class 14 contains 16627 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 33901 members 
Mstep: Class 17 contains 3972 members 
Mstep: Class 18 contains 180617 members 
Mstep: Class 19 contains 2146 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3634 members 
Mstep: Class 22 contains 97 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132659008.000000 Penalty: 85410.039062
Iteration 172Q: 26 clusters Score -1.32659e+08 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 66515 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 146962 members 
Mstep: Class 6 contains 3849 members 
Mstep: Class 7 contains 29334 members 
Mstep: Class 8 contains 132858 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 177903 members 
Mstep: Class 11 contains 6714 members 
Mstep: Class 12 contains 133668 members 
Mstep: Class 13 contains 17124 members 
Mstep: Class 14 contains 16711 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 34212 members 
Mstep: Class 17 contains 3978 members 
Mstep: Class 18 contains 180627 members 
Mstep: Class 19 contains 2146 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 97 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132658384.000000 Penalty: 85410.039062
Iteration 173Q: 26 clusters Score -1.326584e+08 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 66523 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 146342 members 
Mstep: Class 6 contains 3848 members 
Mstep: Class 7 contains 29357 members 
Mstep: Class 8 contains 133192 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 177700 members 
Mstep: Class 11 contains 6712 members 
Mstep: Class 12 contains 133745 members 
Mstep: Class 13 contains 17123 members 
Mstep: Class 14 contains 16774 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 34496 members 
Mstep: Class 17 contains 3985 members 
Mstep: Class 18 contains 180660 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3639 members 
Mstep: Class 22 contains 97 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132658120.000000 Penalty: 85410.039062
Iteration 174Q: 26 clusters Score -1.326581e+08 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 66493 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 145861 members 
Mstep: Class 6 contains 3848 members 
Mstep: Class 7 contains 29365 members 
Mstep: Class 8 contains 133537 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 177467 members 
Mstep: Class 11 contains 6704 members 
Mstep: Class 12 contains 133838 members 
Mstep: Class 13 contains 17122 members 
Mstep: Class 14 contains 16823 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 34732 members 
Mstep: Class 17 contains 3987 members 
Mstep: Class 18 contains 180673 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3644 members 
Mstep: Class 22 contains 97 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132657776.000000 Penalty: 85410.039062
Iteration 175Q: 26 clusters Score -1.326578e+08 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 66490 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 145459 members 
Mstep: Class 6 contains 3849 members 
Mstep: Class 7 contains 29357 members 
Mstep: Class 8 contains 133953 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 177176 members 
Mstep: Class 11 contains 6704 members 
Mstep: Class 12 contains 133915 members 
Mstep: Class 13 contains 17119 members 
Mstep: Class 14 contains 16866 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 34916 members 
Mstep: Class 17 contains 3991 members 
Mstep: Class 18 contains 180654 members 
Mstep: Class 19 contains 2145 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3645 members 
Mstep: Class 22 contains 97 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132657424.000000 Penalty: 85410.039062
Iteration 176Q: 26 clusters Score -1.326574e+08 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 66488 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 145071 members 
Mstep: Class 6 contains 3850 members 
Mstep: Class 7 contains 29353 members 
Mstep: Class 8 contains 134322 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 176872 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 133989 members 
Mstep: Class 13 contains 17116 members 
Mstep: Class 14 contains 16927 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 35087 members 
Mstep: Class 17 contains 3998 members 
Mstep: Class 18 contains 180670 members 
Mstep: Class 19 contains 2146 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3653 members 
Mstep: Class 22 contains 97 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132657464.000000 Penalty: 85410.039062
Iteration 177Q: 26 clusters Score -1.326575e+08 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 66475 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 144859 members 
Mstep: Class 6 contains 3849 members 
Mstep: Class 7 contains 29354 members 
Mstep: Class 8 contains 134667 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 176503 members 
Mstep: Class 11 contains 6688 members 
Mstep: Class 12 contains 134039 members 
Mstep: Class 13 contains 17113 members 
Mstep: Class 14 contains 16966 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 35256 members 
Mstep: Class 17 contains 3991 members 
Mstep: Class 18 contains 180682 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3653 members 
Mstep: Class 22 contains 97 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132657440.000000 Penalty: 85410.039062
Iteration 178Q: 26 clusters Score -1.326574e+08 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 66475 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 144745 members 
Mstep: Class 6 contains 3850 members 
Mstep: Class 7 contains 29345 members 
Mstep: Class 8 contains 134975 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 176110 members 
Mstep: Class 11 contains 6679 members 
Mstep: Class 12 contains 134075 members 
Mstep: Class 13 contains 17106 members 
Mstep: Class 14 contains 16997 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 35399 members 
Mstep: Class 17 contains 3989 members 
Mstep: Class 18 contains 180699 members 
Mstep: Class 19 contains 2142 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3653 members 
Mstep: Class 22 contains 97 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132657472.000000 Penalty: 85410.039062
Iteration 179Q: 26 clusters Score -1.326575e+08 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 66468 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 144659 members 
Mstep: Class 6 contains 3851 members 
Mstep: Class 7 contains 29340 members 
Mstep: Class 8 contains 135329 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 175638 members 
Mstep: Class 11 contains 6676 members 
Mstep: Class 12 contains 134091 members 
Mstep: Class 13 contains 17108 members 
Mstep: Class 14 contains 17039 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 35546 members 
Mstep: Class 17 contains 3996 members 
Mstep: Class 18 contains 180705 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3650 members 
Mstep: Class 22 contains 97 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132657712.000000 Penalty: 85410.039062
Iteration 180F: 26 clusters Score -1.326577e+08 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 66458 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 144649 members 
Mstep: Class 6 contains 3851 members 
Mstep: Class 7 contains 29309 members 
Mstep: Class 8 contains 135658 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 175245 members 
Mstep: Class 11 contains 6674 members 
Mstep: Class 12 contains 134098 members 
Mstep: Class 13 contains 17103 members 
Mstep: Class 14 contains 17066 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 35651 members 
Mstep: Class 17 contains 4000 members 
Mstep: Class 18 contains 180683 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3651 members 
Mstep: Class 22 contains 96 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132657856.000000 Penalty: 85410.039062
Iteration 181Q: 26 clusters Score -1.326579e+08 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 66454 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 144629 members 
Mstep: Class 6 contains 3851 members 
Mstep: Class 7 contains 29280 members 
Mstep: Class 8 contains 135987 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 174910 members 
Mstep: Class 11 contains 6681 members 
Mstep: Class 12 contains 134089 members 
Mstep: Class 13 contains 17102 members 
Mstep: Class 14 contains 17082 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 35741 members 
Mstep: Class 17 contains 4006 members 
Mstep: Class 18 contains 180634 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3651 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132658264.000000 Penalty: 85410.039062
Iteration 182Q: 26 clusters Score -1.326583e+08 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 66446 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 144628 members 
Mstep: Class 6 contains 3852 members 
Mstep: Class 7 contains 29239 members 
Mstep: Class 8 contains 136338 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 174543 members 
Mstep: Class 11 contains 6680 members 
Mstep: Class 12 contains 134093 members 
Mstep: Class 13 contains 17103 members 
Mstep: Class 14 contains 17099 members 
Mstep: Class 15 contains 443 members 
Mstep: Class 16 contains 35820 members 
Mstep: Class 17 contains 4003 members 
Mstep: Class 18 contains 180602 members 
Mstep: Class 19 contains 2142 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3652 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132658392.000000 Penalty: 85410.039062
Iteration 183Q: 26 clusters Score -1.326584e+08 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 66452 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 144672 members 
Mstep: Class 6 contains 3852 members 
Mstep: Class 7 contains 29188 members 
Mstep: Class 8 contains 136677 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 174162 members 
Mstep: Class 11 contains 6676 members 
Mstep: Class 12 contains 134067 members 
Mstep: Class 13 contains 17104 members 
Mstep: Class 14 contains 17126 members 
Mstep: Class 15 contains 443 members 
Mstep: Class 16 contains 35873 members 
Mstep: Class 17 contains 4001 members 
Mstep: Class 18 contains 180591 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3655 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132658456.000000 Penalty: 85410.039062
Iteration 184Q: 26 clusters Score -1.326585e+08 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 66444 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 144781 members 
Mstep: Class 6 contains 3852 members 
Mstep: Class 7 contains 29135 members 
Mstep: Class 8 contains 136973 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 173809 members 
Mstep: Class 11 contains 6679 members 
Mstep: Class 12 contains 134052 members 
Mstep: Class 13 contains 17111 members 
Mstep: Class 14 contains 17139 members 
Mstep: Class 15 contains 443 members 
Mstep: Class 16 contains 35925 members 
Mstep: Class 17 contains 4001 members 
Mstep: Class 18 contains 180546 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3651 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132659120.000000 Penalty: 85410.039062
Iteration 185Q: 26 clusters Score -1.326591e+08 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 66416 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 144871 members 
Mstep: Class 6 contains 3852 members 
Mstep: Class 7 contains 29104 members 
Mstep: Class 8 contains 137232 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 173517 members 
Mstep: Class 11 contains 6677 members 
Mstep: Class 12 contains 134052 members 
Mstep: Class 13 contains 17110 members 
Mstep: Class 14 contains 17146 members 
Mstep: Class 15 contains 443 members 
Mstep: Class 16 contains 35949 members 
Mstep: Class 17 contains 3999 members 
Mstep: Class 18 contains 180522 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3651 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132659072.000000 Penalty: 85410.039062
Iteration 186Q: 26 clusters Score -1.326591e+08 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 66383 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 144968 members 
Mstep: Class 6 contains 3852 members 
Mstep: Class 7 contains 29082 members 
Mstep: Class 8 contains 137463 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 173232 members 
Mstep: Class 11 contains 6676 members 
Mstep: Class 12 contains 134056 members 
Mstep: Class 13 contains 17106 members 
Mstep: Class 14 contains 17145 members 
Mstep: Class 15 contains 443 members 
Mstep: Class 16 contains 35978 members 
Mstep: Class 17 contains 3988 members 
Mstep: Class 18 contains 180521 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3648 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132659392.000000 Penalty: 85410.039062
Iteration 187Q: 26 clusters Score -1.326594e+08 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 66352 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 145183 members 
Mstep: Class 6 contains 3852 members 
Mstep: Class 7 contains 29053 members 
Mstep: Class 8 contains 137640 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 172918 members 
Mstep: Class 11 contains 6674 members 
Mstep: Class 12 contains 134028 members 
Mstep: Class 13 contains 17110 members 
Mstep: Class 14 contains 17145 members 
Mstep: Class 15 contains 443 members 
Mstep: Class 16 contains 35993 members 
Mstep: Class 17 contains 3989 members 
Mstep: Class 18 contains 180509 members 
Mstep: Class 19 contains 2142 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3651 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132659672.000000 Penalty: 85410.039062
Iteration 188Q: 26 clusters Score -1.326597e+08 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 66303 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 145384 members 
Mstep: Class 6 contains 3852 members 
Mstep: Class 7 contains 29032 members 
Mstep: Class 8 contains 137835 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 172596 members 
Mstep: Class 11 contains 6672 members 
Mstep: Class 12 contains 134036 members 
Mstep: Class 13 contains 17112 members 
Mstep: Class 14 contains 17148 members 
Mstep: Class 15 contains 443 members 
Mstep: Class 16 contains 35989 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 180506 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3654 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132659936.000000 Penalty: 85410.039062
Iteration 189Q: 26 clusters Score -1.326599e+08 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 66249 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 145556 members 
Mstep: Class 6 contains 3852 members 
Mstep: Class 7 contains 29014 members 
Mstep: Class 8 contains 138060 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 172305 members 
Mstep: Class 11 contains 6666 members 
Mstep: Class 12 contains 134046 members 
Mstep: Class 13 contains 17115 members 
Mstep: Class 14 contains 17148 members 
Mstep: Class 15 contains 443 members 
Mstep: Class 16 contains 35983 members 
Mstep: Class 17 contains 3979 members 
Mstep: Class 18 contains 180475 members 
Mstep: Class 19 contains 2138 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3653 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132660256.000000 Penalty: 85410.039062
Iteration 190Q: 26 clusters Score -1.326603e+08 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 66195 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 145640 members 
Mstep: Class 6 contains 3852 members 
Mstep: Class 7 contains 29015 members 
Mstep: Class 8 contains 138269 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 172028 members 
Mstep: Class 11 contains 6660 members 
Mstep: Class 12 contains 134067 members 
Mstep: Class 13 contains 17114 members 
Mstep: Class 14 contains 17157 members 
Mstep: Class 15 contains 443 members 
Mstep: Class 16 contains 35978 members 
Mstep: Class 17 contains 3974 members 
Mstep: Class 18 contains 180500 members 
Mstep: Class 19 contains 2137 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3653 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132660264.000000 Penalty: 85410.039062
Iteration 191Q: 26 clusters Score -1.326603e+08 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 66124 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 145727 members 
Mstep: Class 6 contains 3851 members 
Mstep: Class 7 contains 29006 members 
Mstep: Class 8 contains 138505 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 171783 members 
Mstep: Class 11 contains 6654 members 
Mstep: Class 12 contains 134093 members 
Mstep: Class 13 contains 17111 members 
Mstep: Class 14 contains 17159 members 
Mstep: Class 15 contains 443 members 
Mstep: Class 16 contains 35957 members 
Mstep: Class 17 contains 3967 members 
Mstep: Class 18 contains 180515 members 
Mstep: Class 19 contains 2135 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3653 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132660528.000000 Penalty: 85410.039062
Iteration 192Q: 26 clusters Score -1.326605e+08 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 66071 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 145735 members 
Mstep: Class 6 contains 3851 members 
Mstep: Class 7 contains 29016 members 
Mstep: Class 8 contains 138789 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 171532 members 
Mstep: Class 11 contains 6649 members 
Mstep: Class 12 contains 134120 members 
Mstep: Class 13 contains 17117 members 
Mstep: Class 14 contains 17165 members 
Mstep: Class 15 contains 443 members 
Mstep: Class 16 contains 35934 members 
Mstep: Class 17 contains 3957 members 
Mstep: Class 18 contains 180511 members 
Mstep: Class 19 contains 2132 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3660 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132660896.000000 Penalty: 85410.039062
Iteration 193Q: 26 clusters Score -1.326609e+08 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 66014 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 145764 members 
Mstep: Class 6 contains 3850 members 
Mstep: Class 7 contains 29002 members 
Mstep: Class 8 contains 139093 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 171288 members 
Mstep: Class 11 contains 6650 members 
Mstep: Class 12 contains 134113 members 
Mstep: Class 13 contains 17120 members 
Mstep: Class 14 contains 17176 members 
Mstep: Class 15 contains 443 members 
Mstep: Class 16 contains 35911 members 
Mstep: Class 17 contains 3956 members 
Mstep: Class 18 contains 180497 members 
Mstep: Class 19 contains 2132 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3668 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132661352.000000 Penalty: 85410.039062
Iteration 194Q: 26 clusters Score -1.326614e+08 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 65979 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 145751 members 
Mstep: Class 6 contains 3850 members 
Mstep: Class 7 contains 28991 members 
Mstep: Class 8 contains 139419 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 171054 members 
Mstep: Class 11 contains 6649 members 
Mstep: Class 12 contains 134098 members 
Mstep: Class 13 contains 17117 members 
Mstep: Class 14 contains 17177 members 
Mstep: Class 15 contains 443 members 
Mstep: Class 16 contains 35879 members 
Mstep: Class 17 contains 3950 members 
Mstep: Class 18 contains 180512 members 
Mstep: Class 19 contains 2132 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3673 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132661320.000000 Penalty: 85410.039062
Iteration 195Q: 26 clusters Score -1.326613e+08 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 65954 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 145792 members 
Mstep: Class 6 contains 3850 members 
Mstep: Class 7 contains 28995 members 
Mstep: Class 8 contains 139723 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 170770 members 
Mstep: Class 11 contains 6640 members 
Mstep: Class 12 contains 134093 members 
Mstep: Class 13 contains 17120 members 
Mstep: Class 14 contains 17179 members 
Mstep: Class 15 contains 443 members 
Mstep: Class 16 contains 35854 members 
Mstep: Class 17 contains 3946 members 
Mstep: Class 18 contains 180508 members 
Mstep: Class 19 contains 2134 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3672 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132661456.000000 Penalty: 85410.039062
Iteration 196Q: 26 clusters Score -1.326615e+08 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 65902 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 145945 members 
Mstep: Class 6 contains 3850 members 
Mstep: Class 7 contains 28997 members 
Mstep: Class 8 contains 139983 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 170454 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 134086 members 
Mstep: Class 13 contains 17121 members 
Mstep: Class 14 contains 17171 members 
Mstep: Class 15 contains 443 members 
Mstep: Class 16 contains 35841 members 
Mstep: Class 17 contains 3940 members 
Mstep: Class 18 contains 180504 members 
Mstep: Class 19 contains 2133 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3667 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132662320.000000 Penalty: 85410.039062
Iteration 197Q: 26 clusters Score -1.326623e+08 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 65849 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 146105 members 
Mstep: Class 6 contains 3850 members 
Mstep: Class 7 contains 29000 members 
Mstep: Class 8 contains 140253 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 170127 members 
Mstep: Class 11 contains 6622 members 
Mstep: Class 12 contains 134077 members 
Mstep: Class 13 contains 17125 members 
Mstep: Class 14 contains 17153 members 
Mstep: Class 15 contains 443 members 
Mstep: Class 16 contains 35813 members 
Mstep: Class 17 contains 3926 members 
Mstep: Class 18 contains 180526 members 
Mstep: Class 19 contains 2137 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3663 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132663008.000000 Penalty: 85410.039062
Iteration 198Q: 26 clusters Score -1.32663e+08 nChanged 2740
Entering ConstructFrom: 
Score: -132663008.000000 Penalty: 85410.039062
Entering ConstructFrom: 
Trying to split cluster 1 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -125905.250000 Penalty: 1708.365967
	Iteration 0F: 2 clusters Score -125905.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -124062.359375 Penalty: 3416.731934
	Iteration 0F: 3 clusters Score -124062.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -124398.343750 Penalty: 3416.731934
	Iteration 1F: 3 clusters Score -124398.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -124516.296875 Penalty: 3416.731934
	Iteration 2F: 3 clusters Score -124516.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -124614.398438 Penalty: 3416.731934
	Iteration 3Q: 3 clusters Score -124614.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -124713.921875 Penalty: 3416.731934
	Iteration 4Q: 3 clusters Score -124713.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -124785.125000 Penalty: 3416.731934
	Iteration 5Q: 3 clusters Score -124785.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -124903.109375 Penalty: 3416.731934
	Iteration 6Q: 3 clusters Score -124903.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -124983.382812 Penalty: 3416.731934
	Iteration 7Q: 3 clusters Score -124983.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -125052.992188 Penalty: 3416.731934
	Iteration 8Q: 3 clusters Score -125053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -125073.085938 Penalty: 3416.731934
	Iteration 9Q: 3 clusters Score -125073.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -125085.421875 Penalty: 3416.731934
	Iteration 10Q: 3 clusters Score -125085.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -125101.687500 Penalty: 3416.731934
	Iteration 11Q: 3 clusters Score -125101.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -125115.156250 Penalty: 3416.731934
	Iteration 12Q: 3 clusters Score -125115.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -125136.367188 Penalty: 3416.731934
	Iteration 13Q: 3 clusters Score -125136.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -125149.992188 Penalty: 3416.731934
	Iteration 14Q: 3 clusters Score -125150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -125205.414062 Penalty: 3416.731934
	Iteration 15Q: 3 clusters Score -125205.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -125247.906250 Penalty: 3416.731934
	Iteration 16Q: 3 clusters Score -125247.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -125260.539062 Penalty: 3416.731934
	Iteration 17Q: 3 clusters Score -125260.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -125275.460938 Penalty: 3416.731934
	Iteration 18Q: 3 clusters Score -125275.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -125285.773438 Penalty: 3416.731934
	Iteration 19Q: 3 clusters Score -125285.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -125291.804688 Penalty: 3416.731934
	Iteration 20F: 3 clusters Score -125291.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -125292.898438 Penalty: 3416.731934
	Iteration 21Q: 3 clusters Score -125292.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -125293.343750 Penalty: 3416.731934
	Iteration 22Q: 3 clusters Score -125293.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -125293.343750 Penalty: 3416.731934
	Iteration 23F: 3 clusters Score -125293.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (65798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65798 members 
Entering Unmasked Estep 
Score: -9269755.000000 Penalty: 2751.397461
	Iteration 0F: 2 clusters Score -9269755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -9225901.000000 Penalty: 5502.794922
	Iteration 0F: 3 clusters Score -9225901 nChanged 30558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 33948 members 
Entering Unmasked Estep 
Score: -9242946.000000 Penalty: 5502.794922
	Iteration 1F: 3 clusters Score -9242946 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -9243651.000000 Penalty: 5502.794922
	Iteration 2Q: 3 clusters Score -9243651 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 35113 members 
Entering Unmasked Estep 
Score: -9244315.000000 Penalty: 5502.794922
	Iteration 3Q: 3 clusters Score -9244315 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -9245033.000000 Penalty: 5502.794922
	Iteration 4Q: 3 clusters Score -9245033 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -9246006.000000 Penalty: 5502.794922
	Iteration 5Q: 3 clusters Score -9246006 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -9247263.000000 Penalty: 5502.794922
	Iteration 6Q: 3 clusters Score -9247263 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 42711 members 
Entering Unmasked Estep 
Score: -9249180.000000 Penalty: 5502.794922
	Iteration 7F: 3 clusters Score -9249180 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 46238 members 
Entering Unmasked Estep 
Score: -9251596.000000 Penalty: 5502.794922
	Iteration 8F: 3 clusters Score -9251596 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 50199 members 
Entering Unmasked Estep 
Score: -9254595.000000 Penalty: 5502.794922
	Iteration 9F: 3 clusters Score -9254595 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 54399 members 
Entering Unmasked Estep 
Score: -9257938.000000 Penalty: 5502.794922
	Iteration 10F: 3 clusters Score -9257938 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 58296 members 
Entering Unmasked Estep 
Score: -9261250.000000 Penalty: 5502.794922
	Iteration 11F: 3 clusters Score -9261250 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 61352 members 
Entering Unmasked Estep 
Score: -9263796.000000 Penalty: 5502.794922
	Iteration 12Q: 3 clusters Score -9263796 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 63403 members 
Entering Unmasked Estep 
Score: -9265588.000000 Penalty: 5502.794922
	Iteration 13Q: 3 clusters Score -9265588 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 64527 members 
Entering Unmasked Estep 
Score: -9266590.000000 Penalty: 5502.794922
	Iteration 14Q: 3 clusters Score -9266590 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 65004 members 
Entering Unmasked Estep 
Score: -9266926.000000 Penalty: 5502.794922
	Iteration 15Q: 3 clusters Score -9266926 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 65229 members 
Entering Unmasked Estep 
Score: -9267127.000000 Penalty: 5502.794922
	Iteration 16Q: 3 clusters Score -9267127 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 65339 members 
Entering Unmasked Estep 
Score: -9267223.000000 Penalty: 5502.794922
	Iteration 17Q: 3 clusters Score -9267223 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 65391 members 
Entering Unmasked Estep 
Score: -9267281.000000 Penalty: 5502.794922
	Iteration 18Q: 3 clusters Score -9267281 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 65414 members 
Entering Unmasked Estep 
Score: -9267334.000000 Penalty: 5502.794922
	Iteration 19Q: 3 clusters Score -9267334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 65430 members 
Entering Unmasked Estep 
Score: -9267369.000000 Penalty: 5502.794922
	Iteration 20F: 3 clusters Score -9267369 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 65446 members 
Entering Unmasked Estep 
Score: -9267399.000000 Penalty: 5502.794922
	Iteration 21Q: 3 clusters Score -9267399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 65454 members 
Entering Unmasked Estep 
Score: -9267419.000000 Penalty: 5502.794922
	Iteration 22Q: 3 clusters Score -9267419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 65456 members 
Entering Unmasked Estep 
Score: -9267420.000000 Penalty: 5502.794922
	Iteration 23Q: 3 clusters Score -9267420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 65458 members 
Entering Unmasked Estep 
Score: -9267427.000000 Penalty: 5502.794922
	Iteration 24Q: 3 clusters Score -9267427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 65461 members 
Entering Unmasked Estep 
Score: -9267430.000000 Penalty: 5502.794922
	Iteration 25Q: 3 clusters Score -9267430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 65462 members 
Entering Unmasked Estep 
Score: -9267428.000000 Penalty: 5502.794922
	Iteration 26Q: 3 clusters Score -9267428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 65462 members 
Entering Unmasked Estep 
Score: -9267428.000000 Penalty: 5502.794922
	Iteration 27F: 3 clusters Score -9267428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -55556.515625 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -55556.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -54261.546875 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -54261.55 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -54811.492188 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -54811.49 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -55093.398438 Penalty: 3051.755371
	Iteration 2F: 3 clusters Score -55093.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -55366.855469 Penalty: 3051.755371
	Iteration 3F: 3 clusters Score -55366.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -55712.945312 Penalty: 3051.755371
	Iteration 4Q: 3 clusters Score -55712.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -55996.414062 Penalty: 3051.755371
	Iteration 5Q: 3 clusters Score -55996.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -56020.597656 Penalty: 3051.755371
	Iteration 6Q: 3 clusters Score -56020.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -56041.117188 Penalty: 3051.755371
	Iteration 7Q: 3 clusters Score -56041.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -56107.050781 Penalty: 3051.755371
	Iteration 8Q: 3 clusters Score -56107.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -56166.738281 Penalty: 3051.755371
	Iteration 9Q: 3 clusters Score -56166.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -56166.738281 Penalty: 3051.755371
	Iteration 10F: 3 clusters Score -56166.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 65798 members 
Mstep: Class 3 contains 102 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 146227 members 
Mstep: Class 6 contains 3849 members 
Mstep: Class 7 contains 29001 members 
Mstep: Class 8 contains 140577 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 169837 members 
Mstep: Class 11 contains 6620 members 
Mstep: Class 12 contains 134070 members 
Mstep: Class 13 contains 17126 members 
Mstep: Class 14 contains 17133 members 
Mstep: Class 15 contains 443 members 
Mstep: Class 16 contains 35766 members 
Mstep: Class 17 contains 3917 members 
Mstep: Class 18 contains 180518 members 
Mstep: Class 19 contains 2136 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3649 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 523 members 
Mstep: Class 26 contains 368 members 
Entering Unmasked Estep 
Score: -132661592.000000 Penalty: 88826.445312
Splitting cluster 3 changes total score from -132663008.000000 to -132661592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -68679.406250 Penalty: 1582.690308
	Iteration 0F: 2 clusters Score -68679.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -67117.046875 Penalty: 3165.380615
	Iteration 0F: 3 clusters Score -67117.05 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -67386.007812 Penalty: 3165.380615
	Iteration 1F: 3 clusters Score -67386.01 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -67528.851562 Penalty: 3165.380615
	Iteration 2F: 3 clusters Score -67528.85 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -67639.593750 Penalty: 3165.380615
	Iteration 3F: 3 clusters Score -67639.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -67703.968750 Penalty: 3165.380615
	Iteration 4Q: 3 clusters Score -67703.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -67770.085938 Penalty: 3165.380615
	Iteration 5Q: 3 clusters Score -67770.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -67812.773438 Penalty: 3165.380615
	Iteration 6Q: 3 clusters Score -67812.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -67829.242188 Penalty: 3165.380615
	Iteration 7Q: 3 clusters Score -67829.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -67841.632812 Penalty: 3165.380615
	Iteration 8Q: 3 clusters Score -67841.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -67859.804688 Penalty: 3165.380615
	Iteration 9Q: 3 clusters Score -67859.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -67877.523438 Penalty: 3165.380615
	Iteration 10Q: 3 clusters Score -67877.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -67902.851562 Penalty: 3165.380615
	Iteration 11Q: 3 clusters Score -67902.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -67940.359375 Penalty: 3165.380615
	Iteration 12Q: 3 clusters Score -67940.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -68021.414062 Penalty: 3165.380615
	Iteration 13Q: 3 clusters Score -68021.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -68184.289062 Penalty: 3165.380615
	Iteration 14Q: 3 clusters Score -68184.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -68298.492188 Penalty: 3165.380615
	Iteration 15Q: 3 clusters Score -68298.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -68348.773438 Penalty: 3165.380615
	Iteration 16Q: 3 clusters Score -68348.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -68371.890625 Penalty: 3165.380615
	Iteration 17Q: 3 clusters Score -68371.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -68402.828125 Penalty: 3165.380615
	Iteration 18Q: 3 clusters Score -68402.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -68419.242188 Penalty: 3165.380615
	Iteration 19Q: 3 clusters Score -68419.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -68426.500000 Penalty: 3165.380615
	Iteration 20F: 3 clusters Score -68426.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -68435.007812 Penalty: 3165.380615
	Iteration 21Q: 3 clusters Score -68435.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -68444.117188 Penalty: 3165.380615
	Iteration 22Q: 3 clusters Score -68444.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -68462.140625 Penalty: 3165.380615
	Iteration 23Q: 3 clusters Score -68462.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -68470.140625 Penalty: 3165.380615
	Iteration 24Q: 3 clusters Score -68470.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -68470.140625 Penalty: 3165.380615
	Iteration 25F: 3 clusters Score -68470.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (146227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146227 members 
Entering Unmasked Estep 
Score: -20455320.000000 Penalty: 2949.443115
	Iteration 0F: 2 clusters Score -2.045532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73228 members 
Mstep: Class 2 contains 72999 members 
Entering Unmasked Estep 
Score: -20361230.000000 Penalty: 5898.886230
	Iteration 0F: 3 clusters Score -2.036123e+07 nChanged 69762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75084 members 
Mstep: Class 2 contains 71143 members 
Entering Unmasked Estep 
Score: -20401422.000000 Penalty: 5898.886230
	Iteration 1F: 3 clusters Score -2.040142e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76038 members 
Mstep: Class 2 contains 70189 members 
Entering Unmasked Estep 
Score: -20402342.000000 Penalty: 5898.886230
	Iteration 2Q: 3 clusters Score -2.040234e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77453 members 
Mstep: Class 2 contains 68774 members 
Entering Unmasked Estep 
Score: -20403514.000000 Penalty: 5898.886230
	Iteration 3Q: 3 clusters Score -2.040351e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79682 members 
Mstep: Class 2 contains 66545 members 
Entering Unmasked Estep 
Score: -20405036.000000 Penalty: 5898.886230
	Iteration 4Q: 3 clusters Score -2.040504e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82901 members 
Mstep: Class 2 contains 63326 members 
Entering Unmasked Estep 
Score: -20407206.000000 Penalty: 5898.886230
	Iteration 5Q: 3 clusters Score -2.040721e+07 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87465 members 
Mstep: Class 2 contains 58762 members 
Entering Unmasked Estep 
Score: -20410058.000000 Penalty: 5898.886230
	Iteration 6Q: 3 clusters Score -2.041006e+07 nChanged 7651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93552 members 
Mstep: Class 2 contains 52675 members 
Entering Unmasked Estep 
Score: -20414228.000000 Penalty: 5898.886230
	Iteration 7F: 3 clusters Score -2.041423e+07 nChanged 8892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101072 members 
Mstep: Class 2 contains 45155 members 
Entering Unmasked Estep 
Score: -20420274.000000 Penalty: 5898.886230
	Iteration 8F: 3 clusters Score -2.042027e+07 nChanged 9340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109036 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -20427602.000000 Penalty: 5898.886230
	Iteration 9F: 3 clusters Score -2.04276e+07 nChanged 8241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115687 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -20434220.000000 Penalty: 5898.886230
	Iteration 10F: 3 clusters Score -2.043422e+07 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120292 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -20439054.000000 Penalty: 5898.886230
	Iteration 11Q: 3 clusters Score -2.043905e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123296 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -20442016.000000 Penalty: 5898.886230
	Iteration 12Q: 3 clusters Score -2.044202e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125467 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -20443554.000000 Penalty: 5898.886230
	Iteration 13Q: 3 clusters Score -2.044355e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127203 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -20444610.000000 Penalty: 5898.886230
	Iteration 14Q: 3 clusters Score -2.044461e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128757 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -20445542.000000 Penalty: 5898.886230
	Iteration 15Q: 3 clusters Score -2.044554e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130168 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -20446230.000000 Penalty: 5898.886230
	Iteration 16Q: 3 clusters Score -2.044623e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131444 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -20446890.000000 Penalty: 5898.886230
	Iteration 17Q: 3 clusters Score -2.044689e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132624 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -20447618.000000 Penalty: 5898.886230
	Iteration 18Q: 3 clusters Score -2.044762e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133696 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -20448122.000000 Penalty: 5898.886230
	Iteration 19Q: 3 clusters Score -2.044812e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134663 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -20448704.000000 Penalty: 5898.886230
	Iteration 20F: 3 clusters Score -2.04487e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135564 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -20449044.000000 Penalty: 5898.886230
	Iteration 21Q: 3 clusters Score -2.044904e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136402 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -20449514.000000 Penalty: 5898.886230
	Iteration 22Q: 3 clusters Score -2.044951e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137132 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -20449866.000000 Penalty: 5898.886230
	Iteration 23Q: 3 clusters Score -2.044987e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137843 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -20450238.000000 Penalty: 5898.886230
	Iteration 24Q: 3 clusters Score -2.045024e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138494 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -20450544.000000 Penalty: 5898.886230
	Iteration 25Q: 3 clusters Score -2.045054e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139087 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -20450820.000000 Penalty: 5898.886230
	Iteration 26Q: 3 clusters Score -2.045082e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139625 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -20451018.000000 Penalty: 5898.886230
	Iteration 27Q: 3 clusters Score -2.045102e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140098 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -20451160.000000 Penalty: 5898.886230
	Iteration 28Q: 3 clusters Score -2.045116e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140527 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -20451354.000000 Penalty: 5898.886230
	Iteration 29Q: 3 clusters Score -2.045135e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140887 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -20451602.000000 Penalty: 5898.886230
	Iteration 30Q: 3 clusters Score -2.04516e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141215 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -20451684.000000 Penalty: 5898.886230
	Iteration 31Q: 3 clusters Score -2.045168e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141524 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -20451898.000000 Penalty: 5898.886230
	Iteration 32Q: 3 clusters Score -2.04519e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141780 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -20452046.000000 Penalty: 5898.886230
	Iteration 33Q: 3 clusters Score -2.045205e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142007 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -20452110.000000 Penalty: 5898.886230
	Iteration 34Q: 3 clusters Score -2.045211e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142181 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -20452170.000000 Penalty: 5898.886230
	Iteration 35Q: 3 clusters Score -2.045217e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142338 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -20452242.000000 Penalty: 5898.886230
	Iteration 36Q: 3 clusters Score -2.045224e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142474 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -20452288.000000 Penalty: 5898.886230
	Iteration 37Q: 3 clusters Score -2.045229e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142610 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -20452358.000000 Penalty: 5898.886230
	Iteration 38Q: 3 clusters Score -2.045236e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142718 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -20452356.000000 Penalty: 5898.886230
	Iteration 39Q: 3 clusters Score -2.045236e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142808 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -20452400.000000 Penalty: 5898.886230
	Iteration 40F: 3 clusters Score -2.04524e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142892 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -20452426.000000 Penalty: 5898.886230
	Iteration 41Q: 3 clusters Score -2.045243e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142962 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -20452472.000000 Penalty: 5898.886230
	Iteration 42Q: 3 clusters Score -2.045247e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143031 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -20452516.000000 Penalty: 5898.886230
	Iteration 43Q: 3 clusters Score -2.045252e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143084 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -20452552.000000 Penalty: 5898.886230
	Iteration 44Q: 3 clusters Score -2.045255e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143147 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -20452564.000000 Penalty: 5898.886230
	Iteration 45Q: 3 clusters Score -2.045256e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143197 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -20452562.000000 Penalty: 5898.886230
	Iteration 46Q: 3 clusters Score -2.045256e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143249 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -20452568.000000 Penalty: 5898.886230
	Iteration 47Q: 3 clusters Score -2.045257e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143297 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -20452618.000000 Penalty: 5898.886230
	Iteration 48Q: 3 clusters Score -2.045262e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143339 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -20452622.000000 Penalty: 5898.886230
	Iteration 49Q: 3 clusters Score -2.045262e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143383 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -20452642.000000 Penalty: 5898.886230
	Iteration 50Q: 3 clusters Score -2.045264e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143411 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -20452638.000000 Penalty: 5898.886230
	Iteration 51Q: 3 clusters Score -2.045264e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143441 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -20452626.000000 Penalty: 5898.886230
	Iteration 52Q: 3 clusters Score -2.045263e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143469 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -20452626.000000 Penalty: 5898.886230
	Iteration 53Q: 3 clusters Score -2.045263e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143493 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -20452626.000000 Penalty: 5898.886230
	Iteration 54Q: 3 clusters Score -2.045263e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143509 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -20452636.000000 Penalty: 5898.886230
	Iteration 55Q: 3 clusters Score -2.045264e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143524 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -20452654.000000 Penalty: 5898.886230
	Iteration 56Q: 3 clusters Score -2.045265e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143541 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -20452642.000000 Penalty: 5898.886230
	Iteration 57Q: 3 clusters Score -2.045264e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143556 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -20452644.000000 Penalty: 5898.886230
	Iteration 58Q: 3 clusters Score -2.045264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143562 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -20452650.000000 Penalty: 5898.886230
	Iteration 59Q: 3 clusters Score -2.045265e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143568 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -20452648.000000 Penalty: 5898.886230
	Iteration 60F: 3 clusters Score -2.045265e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143576 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -20452656.000000 Penalty: 5898.886230
	Iteration 61Q: 3 clusters Score -2.045266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143581 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -20452662.000000 Penalty: 5898.886230
	Iteration 62Q: 3 clusters Score -2.045266e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143583 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -20452666.000000 Penalty: 5898.886230
	Iteration 63Q: 3 clusters Score -2.045267e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143590 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -20452676.000000 Penalty: 5898.886230
	Iteration 64Q: 3 clusters Score -2.045268e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143595 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -20452670.000000 Penalty: 5898.886230
	Iteration 65Q: 3 clusters Score -2.045267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143597 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -20452670.000000 Penalty: 5898.886230
	Iteration 66Q: 3 clusters Score -2.045267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143600 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -20452678.000000 Penalty: 5898.886230
	Iteration 67Q: 3 clusters Score -2.045268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143602 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -20452680.000000 Penalty: 5898.886230
	Iteration 68Q: 3 clusters Score -2.045268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143602 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -20452686.000000 Penalty: 5898.886230
	Iteration 69Q: 3 clusters Score -2.045269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143603 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -20452678.000000 Penalty: 5898.886230
	Iteration 70Q: 3 clusters Score -2.045268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143604 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -20452682.000000 Penalty: 5898.886230
	Iteration 71Q: 3 clusters Score -2.045268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143605 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -20452680.000000 Penalty: 5898.886230
	Iteration 72Q: 3 clusters Score -2.045268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143605 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -20452680.000000 Penalty: 5898.886230
	Iteration 73F: 3 clusters Score -2.045268e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Entering Unmasked Estep 
Score: -530708.875000 Penalty: 2047.380981
	Iteration 0F: 2 clusters Score -530708.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -526934.500000 Penalty: 4094.761963
	Iteration 0F: 3 clusters Score -526934.5 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -527776.875000 Penalty: 4094.761963
	Iteration 1F: 3 clusters Score -527776.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -527956.000000 Penalty: 4094.761963
	Iteration 2F: 3 clusters Score -527956 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -528064.687500 Penalty: 4094.761963
	Iteration 3Q: 3 clusters Score -528064.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -528148.437500 Penalty: 4094.761963
	Iteration 4Q: 3 clusters Score -528148.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -528211.500000 Penalty: 4094.761963
	Iteration 5Q: 3 clusters Score -528211.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -528274.500000 Penalty: 4094.761963
	Iteration 6Q: 3 clusters Score -528274.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -528323.125000 Penalty: 4094.761963
	Iteration 7Q: 3 clusters Score -528323.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -528364.500000 Penalty: 4094.761963
	Iteration 8Q: 3 clusters Score -528364.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -528398.312500 Penalty: 4094.761963
	Iteration 9Q: 3 clusters Score -528398.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -528425.062500 Penalty: 4094.761963
	Iteration 10Q: 3 clusters Score -528425.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -528448.312500 Penalty: 4094.761963
	Iteration 11Q: 3 clusters Score -528448.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -528471.812500 Penalty: 4094.761963
	Iteration 12Q: 3 clusters Score -528471.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -528493.125000 Penalty: 4094.761963
	Iteration 13Q: 3 clusters Score -528493.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -528517.187500 Penalty: 4094.761963
	Iteration 14Q: 3 clusters Score -528517.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -528543.750000 Penalty: 4094.761963
	Iteration 15Q: 3 clusters Score -528543.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -528584.000000 Penalty: 4094.761963
	Iteration 16Q: 3 clusters Score -528584 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -528620.875000 Penalty: 4094.761963
	Iteration 17Q: 3 clusters Score -528620.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -528655.375000 Penalty: 4094.761963
	Iteration 18Q: 3 clusters Score -528655.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -528683.687500 Penalty: 4094.761963
	Iteration 19Q: 3 clusters Score -528683.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -528708.937500 Penalty: 4094.761963
	Iteration 20F: 3 clusters Score -528708.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -528740.937500 Penalty: 4094.761963
	Iteration 21Q: 3 clusters Score -528740.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -528769.125000 Penalty: 4094.761963
	Iteration 22Q: 3 clusters Score -528769.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -528803.875000 Penalty: 4094.761963
	Iteration 23Q: 3 clusters Score -528803.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -528826.187500 Penalty: 4094.761963
	Iteration 24Q: 3 clusters Score -528826.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -528843.375000 Penalty: 4094.761963
	Iteration 25Q: 3 clusters Score -528843.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -528863.125000 Penalty: 4094.761963
	Iteration 26Q: 3 clusters Score -528863.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -528889.375000 Penalty: 4094.761963
	Iteration 27Q: 3 clusters Score -528889.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -528918.625000 Penalty: 4094.761963
	Iteration 28Q: 3 clusters Score -528918.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -528944.437500 Penalty: 4094.761963
	Iteration 29Q: 3 clusters Score -528944.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -528972.062500 Penalty: 4094.761963
	Iteration 30Q: 3 clusters Score -528972.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -528992.437500 Penalty: 4094.761963
	Iteration 31Q: 3 clusters Score -528992.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -529011.937500 Penalty: 4094.761963
	Iteration 32Q: 3 clusters Score -529011.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -529029.000000 Penalty: 4094.761963
	Iteration 33Q: 3 clusters Score -529029 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -529037.562500 Penalty: 4094.761963
	Iteration 34Q: 3 clusters Score -529037.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -529045.125000 Penalty: 4094.761963
	Iteration 35Q: 3 clusters Score -529045.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -529057.687500 Penalty: 4094.761963
	Iteration 36Q: 3 clusters Score -529057.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -529067.437500 Penalty: 4094.761963
	Iteration 37Q: 3 clusters Score -529067.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -529074.562500 Penalty: 4094.761963
	Iteration 38Q: 3 clusters Score -529074.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -529082.437500 Penalty: 4094.761963
	Iteration 39Q: 3 clusters Score -529082.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -529096.625000 Penalty: 4094.761963
	Iteration 40F: 3 clusters Score -529096.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -529107.937500 Penalty: 4094.761963
	Iteration 41Q: 3 clusters Score -529107.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -529117.062500 Penalty: 4094.761963
	Iteration 42Q: 3 clusters Score -529117.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -529123.125000 Penalty: 4094.761963
	Iteration 43Q: 3 clusters Score -529123.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -529131.250000 Penalty: 4094.761963
	Iteration 44Q: 3 clusters Score -529131.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -529138.250000 Penalty: 4094.761963
	Iteration 45Q: 3 clusters Score -529138.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -529150.750000 Penalty: 4094.761963
	Iteration 46Q: 3 clusters Score -529150.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -529161.687500 Penalty: 4094.761963
	Iteration 47Q: 3 clusters Score -529161.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -529172.500000 Penalty: 4094.761963
	Iteration 48Q: 3 clusters Score -529172.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -529183.625000 Penalty: 4094.761963
	Iteration 49Q: 3 clusters Score -529183.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -529192.750000 Penalty: 4094.761963
	Iteration 50Q: 3 clusters Score -529192.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -529196.562500 Penalty: 4094.761963
	Iteration 51Q: 3 clusters Score -529196.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -529200.937500 Penalty: 4094.761963
	Iteration 52Q: 3 clusters Score -529200.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -529203.750000 Penalty: 4094.761963
	Iteration 53Q: 3 clusters Score -529203.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -529207.312500 Penalty: 4094.761963
	Iteration 54Q: 3 clusters Score -529207.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -529212.125000 Penalty: 4094.761963
	Iteration 55Q: 3 clusters Score -529212.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -529217.750000 Penalty: 4094.761963
	Iteration 56Q: 3 clusters Score -529217.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -529218.687500 Penalty: 4094.761963
	Iteration 57Q: 3 clusters Score -529218.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -529220.625000 Penalty: 4094.761963
	Iteration 58Q: 3 clusters Score -529220.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -529220.687500 Penalty: 4094.761963
	Iteration 59Q: 3 clusters Score -529220.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -529221.187500 Penalty: 4094.761963
	Iteration 60F: 3 clusters Score -529221.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -529222.312500 Penalty: 4094.761963
	Iteration 61Q: 3 clusters Score -529222.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -529222.312500 Penalty: 4094.761963
	Iteration 62Q: 3 clusters Score -529222.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -529222.750000 Penalty: 4094.761963
	Iteration 63Q: 3 clusters Score -529222.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -529224.875000 Penalty: 4094.761963
	Iteration 64Q: 3 clusters Score -529224.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -529225.812500 Penalty: 4094.761963
	Iteration 65Q: 3 clusters Score -529225.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -529231.562500 Penalty: 4094.761963
	Iteration 66Q: 3 clusters Score -529231.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -529233.312500 Penalty: 4094.761963
	Iteration 67Q: 3 clusters Score -529233.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -529235.750000 Penalty: 4094.761963
	Iteration 68Q: 3 clusters Score -529235.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -529237.500000 Penalty: 4094.761963
	Iteration 69Q: 3 clusters Score -529237.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -529240.625000 Penalty: 4094.761963
	Iteration 70Q: 3 clusters Score -529240.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -529241.125000 Penalty: 4094.761963
	Iteration 71Q: 3 clusters Score -529241.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -529243.187500 Penalty: 4094.761963
	Iteration 72Q: 3 clusters Score -529243.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -529243.500000 Penalty: 4094.761963
	Iteration 73Q: 3 clusters Score -529243.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -529243.500000 Penalty: 4094.761963
	Iteration 74F: 3 clusters Score -529243.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (29001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Entering Unmasked Estep 
Score: -3947649.750000 Penalty: 2548.221191
	Iteration 0F: 2 clusters Score -3947650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -3927701.750000 Penalty: 5096.442383
	Iteration 0F: 3 clusters Score -3927702 nChanged 12987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -3934728.000000 Penalty: 5096.442383
	Iteration 1F: 3 clusters Score -3934728 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -3935205.750000 Penalty: 5096.442383
	Iteration 2Q: 3 clusters Score -3935206 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -3935742.000000 Penalty: 5096.442383
	Iteration 3Q: 3 clusters Score -3935742 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -3936480.250000 Penalty: 5096.442383
	Iteration 4Q: 3 clusters Score -3936480 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -3937506.500000 Penalty: 5096.442383
	Iteration 5Q: 3 clusters Score -3937506 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -3938566.750000 Penalty: 5096.442383
	Iteration 6F: 3 clusters Score -3938567 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -3939560.000000 Penalty: 5096.442383
	Iteration 7F: 3 clusters Score -3939560 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -3940456.250000 Penalty: 5096.442383
	Iteration 8F: 3 clusters Score -3940456 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -3941207.750000 Penalty: 5096.442383
	Iteration 9F: 3 clusters Score -3941208 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -3941860.750000 Penalty: 5096.442383
	Iteration 10Q: 3 clusters Score -3941861 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -3942400.500000 Penalty: 5096.442383
	Iteration 11Q: 3 clusters Score -3942400 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -3942842.750000 Penalty: 5096.442383
	Iteration 12Q: 3 clusters Score -3942843 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -3943242.500000 Penalty: 5096.442383
	Iteration 13Q: 3 clusters Score -3943242 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -3943652.750000 Penalty: 5096.442383
	Iteration 14Q: 3 clusters Score -3943653 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -3944052.000000 Penalty: 5096.442383
	Iteration 15Q: 3 clusters Score -3944052 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -3944429.750000 Penalty: 5096.442383
	Iteration 16Q: 3 clusters Score -3944430 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -3944829.750000 Penalty: 5096.442383
	Iteration 17Q: 3 clusters Score -3944830 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -3945181.750000 Penalty: 5096.442383
	Iteration 18Q: 3 clusters Score -3945182 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -3945488.750000 Penalty: 5096.442383
	Iteration 19Q: 3 clusters Score -3945489 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -3945781.000000 Penalty: 5096.442383
	Iteration 20F: 3 clusters Score -3945781 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -3946001.000000 Penalty: 5096.442383
	Iteration 21Q: 3 clusters Score -3946001 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -3946219.250000 Penalty: 5096.442383
	Iteration 22Q: 3 clusters Score -3946219 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -3946465.000000 Penalty: 5096.442383
	Iteration 23Q: 3 clusters Score -3946465 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -3946719.750000 Penalty: 5096.442383
	Iteration 24Q: 3 clusters Score -3946720 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3947022.250000 Penalty: 5096.442383
	Iteration 25Q: 3 clusters Score -3947022 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3947301.750000 Penalty: 5096.442383
	Iteration 26Q: 3 clusters Score -3947302 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3947395.500000 Penalty: 5096.442383
	Iteration 27Q: 3 clusters Score -3947396 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3947446.000000 Penalty: 5096.442383
	Iteration 28Q: 3 clusters Score -3947446 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3947471.500000 Penalty: 5096.442383
	Iteration 29Q: 3 clusters Score -3947472 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3947484.000000 Penalty: 5096.442383
	Iteration 30Q: 3 clusters Score -3947484 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3947480.500000 Penalty: 5096.442383
	Iteration 31Q: 3 clusters Score -3947480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3947491.000000 Penalty: 5096.442383
	Iteration 32Q: 3 clusters Score -3947491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3947493.250000 Penalty: 5096.442383
	Iteration 33Q: 3 clusters Score -3947493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3947490.250000 Penalty: 5096.442383
	Iteration 34Q: 3 clusters Score -3947490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3947499.000000 Penalty: 5096.442383
	Iteration 35Q: 3 clusters Score -3947499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3947503.250000 Penalty: 5096.442383
	Iteration 36Q: 3 clusters Score -3947503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3947500.750000 Penalty: 5096.442383
	Iteration 37Q: 3 clusters Score -3947501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3947500.750000 Penalty: 5096.442383
	Iteration 38F: 3 clusters Score -3947501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (140577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140577 members 
Entering Unmasked Estep 
Score: -19728938.000000 Penalty: 2939.670654
	Iteration 0F: 2 clusters Score -1.972894e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70176 members 
Mstep: Class 2 contains 70401 members 
Entering Unmasked Estep 
Score: -19640760.000000 Penalty: 5879.341309
	Iteration 0F: 3 clusters Score -1.964076e+07 nChanged 67125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67677 members 
Mstep: Class 2 contains 72900 members 
Entering Unmasked Estep 
Score: -19679526.000000 Penalty: 5879.341309
	Iteration 1F: 3 clusters Score -1.967953e+07 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66147 members 
Mstep: Class 2 contains 74430 members 
Entering Unmasked Estep 
Score: -19680968.000000 Penalty: 5879.341309
	Iteration 2Q: 3 clusters Score -1.968097e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63867 members 
Mstep: Class 2 contains 76710 members 
Entering Unmasked Estep 
Score: -19683180.000000 Penalty: 5879.341309
	Iteration 3Q: 3 clusters Score -1.968318e+07 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60696 members 
Mstep: Class 2 contains 79881 members 
Entering Unmasked Estep 
Score: -19686232.000000 Penalty: 5879.341309
	Iteration 4Q: 3 clusters Score -1.968623e+07 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56437 members 
Mstep: Class 2 contains 84140 members 
Entering Unmasked Estep 
Score: -19690282.000000 Penalty: 5879.341309
	Iteration 5F: 3 clusters Score -1.969028e+07 nChanged 8457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51372 members 
Mstep: Class 2 contains 89205 members 
Entering Unmasked Estep 
Score: -19695110.000000 Penalty: 5879.341309
	Iteration 6F: 3 clusters Score -1.969511e+07 nChanged 8900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45890 members 
Mstep: Class 2 contains 94687 members 
Entering Unmasked Estep 
Score: -19701152.000000 Penalty: 5879.341309
	Iteration 7F: 3 clusters Score -1.970115e+07 nChanged 8961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 100092 members 
Entering Unmasked Estep 
Score: -19707478.000000 Penalty: 5879.341309
	Iteration 8F: 3 clusters Score -1.970748e+07 nChanged 8185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 104835 members 
Entering Unmasked Estep 
Score: -19713510.000000 Penalty: 5879.341309
	Iteration 9F: 3 clusters Score -1.971351e+07 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 108232 members 
Entering Unmasked Estep 
Score: -19718018.000000 Penalty: 5879.341309
	Iteration 10Q: 3 clusters Score -1.971802e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Mstep: Class 2 contains 110608 members 
Entering Unmasked Estep 
Score: -19720508.000000 Penalty: 5879.341309
	Iteration 11Q: 3 clusters Score -1.972051e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 112463 members 
Entering Unmasked Estep 
Score: -19721964.000000 Penalty: 5879.341309
	Iteration 12Q: 3 clusters Score -1.972196e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 113946 members 
Entering Unmasked Estep 
Score: -19723032.000000 Penalty: 5879.341309
	Iteration 13Q: 3 clusters Score -1.972303e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 115185 members 
Entering Unmasked Estep 
Score: -19723676.000000 Penalty: 5879.341309
	Iteration 14Q: 3 clusters Score -1.972368e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 116205 members 
Entering Unmasked Estep 
Score: -19724144.000000 Penalty: 5879.341309
	Iteration 15Q: 3 clusters Score -1.972414e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 117085 members 
Entering Unmasked Estep 
Score: -19724590.000000 Penalty: 5879.341309
	Iteration 16Q: 3 clusters Score -1.972459e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 117808 members 
Entering Unmasked Estep 
Score: -19724876.000000 Penalty: 5879.341309
	Iteration 17Q: 3 clusters Score -1.972488e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 118491 members 
Entering Unmasked Estep 
Score: -19725064.000000 Penalty: 5879.341309
	Iteration 18Q: 3 clusters Score -1.972506e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 119047 members 
Entering Unmasked Estep 
Score: -19725226.000000 Penalty: 5879.341309
	Iteration 19Q: 3 clusters Score -1.972523e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 119536 members 
Entering Unmasked Estep 
Score: -19725396.000000 Penalty: 5879.341309
	Iteration 20F: 3 clusters Score -1.97254e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 119987 members 
Entering Unmasked Estep 
Score: -19725492.000000 Penalty: 5879.341309
	Iteration 21Q: 3 clusters Score -1.972549e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 120412 members 
Entering Unmasked Estep 
Score: -19725566.000000 Penalty: 5879.341309
	Iteration 22Q: 3 clusters Score -1.972557e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 120785 members 
Entering Unmasked Estep 
Score: -19725580.000000 Penalty: 5879.341309
	Iteration 23Q: 3 clusters Score -1.972558e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 121168 members 
Entering Unmasked Estep 
Score: -19725670.000000 Penalty: 5879.341309
	Iteration 24Q: 3 clusters Score -1.972567e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 121480 members 
Entering Unmasked Estep 
Score: -19725670.000000 Penalty: 5879.341309
	Iteration 25Q: 3 clusters Score -1.972567e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 121757 members 
Entering Unmasked Estep 
Score: -19725712.000000 Penalty: 5879.341309
	Iteration 26Q: 3 clusters Score -1.972571e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 121985 members 
Entering Unmasked Estep 
Score: -19725682.000000 Penalty: 5879.341309
	Iteration 27Q: 3 clusters Score -1.972568e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 122178 members 
Entering Unmasked Estep 
Score: -19725680.000000 Penalty: 5879.341309
	Iteration 28Q: 3 clusters Score -1.972568e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 122339 members 
Entering Unmasked Estep 
Score: -19725670.000000 Penalty: 5879.341309
	Iteration 29Q: 3 clusters Score -1.972567e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 122486 members 
Entering Unmasked Estep 
Score: -19725658.000000 Penalty: 5879.341309
	Iteration 30Q: 3 clusters Score -1.972566e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 122631 members 
Entering Unmasked Estep 
Score: -19725674.000000 Penalty: 5879.341309
	Iteration 31Q: 3 clusters Score -1.972567e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 122755 members 
Entering Unmasked Estep 
Score: -19725700.000000 Penalty: 5879.341309
	Iteration 32Q: 3 clusters Score -1.97257e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 122884 members 
Entering Unmasked Estep 
Score: -19725728.000000 Penalty: 5879.341309
	Iteration 33Q: 3 clusters Score -1.972573e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 123004 members 
Entering Unmasked Estep 
Score: -19725718.000000 Penalty: 5879.341309
	Iteration 34Q: 3 clusters Score -1.972572e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 123112 members 
Entering Unmasked Estep 
Score: -19725670.000000 Penalty: 5879.341309
	Iteration 35Q: 3 clusters Score -1.972567e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 123215 members 
Entering Unmasked Estep 
Score: -19725702.000000 Penalty: 5879.341309
	Iteration 36Q: 3 clusters Score -1.97257e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 123306 members 
Entering Unmasked Estep 
Score: -19725710.000000 Penalty: 5879.341309
	Iteration 37Q: 3 clusters Score -1.972571e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 123402 members 
Entering Unmasked Estep 
Score: -19725728.000000 Penalty: 5879.341309
	Iteration 38Q: 3 clusters Score -1.972573e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 123512 members 
Entering Unmasked Estep 
Score: -19725740.000000 Penalty: 5879.341309
	Iteration 39Q: 3 clusters Score -1.972574e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 123612 members 
Entering Unmasked Estep 
Score: -19725748.000000 Penalty: 5879.341309
	Iteration 40F: 3 clusters Score -1.972575e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 123701 members 
Entering Unmasked Estep 
Score: -19725788.000000 Penalty: 5879.341309
	Iteration 41Q: 3 clusters Score -1.972579e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 123791 members 
Entering Unmasked Estep 
Score: -19725768.000000 Penalty: 5879.341309
	Iteration 42Q: 3 clusters Score -1.972577e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 123867 members 
Entering Unmasked Estep 
Score: -19725766.000000 Penalty: 5879.341309
	Iteration 43Q: 3 clusters Score -1.972577e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 123940 members 
Entering Unmasked Estep 
Score: -19725744.000000 Penalty: 5879.341309
	Iteration 44Q: 3 clusters Score -1.972574e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 124005 members 
Entering Unmasked Estep 
Score: -19725734.000000 Penalty: 5879.341309
	Iteration 45Q: 3 clusters Score -1.972573e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 124058 members 
Entering Unmasked Estep 
Score: -19725752.000000 Penalty: 5879.341309
	Iteration 46Q: 3 clusters Score -1.972575e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 124109 members 
Entering Unmasked Estep 
Score: -19725752.000000 Penalty: 5879.341309
	Iteration 47Q: 3 clusters Score -1.972575e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 124156 members 
Entering Unmasked Estep 
Score: -19725722.000000 Penalty: 5879.341309
	Iteration 48Q: 3 clusters Score -1.972572e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 124199 members 
Entering Unmasked Estep 
Score: -19725722.000000 Penalty: 5879.341309
	Iteration 49Q: 3 clusters Score -1.972572e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 124234 members 
Entering Unmasked Estep 
Score: -19725724.000000 Penalty: 5879.341309
	Iteration 50Q: 3 clusters Score -1.972572e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 124264 members 
Entering Unmasked Estep 
Score: -19725758.000000 Penalty: 5879.341309
	Iteration 51Q: 3 clusters Score -1.972576e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 124283 members 
Entering Unmasked Estep 
Score: -19725764.000000 Penalty: 5879.341309
	Iteration 52Q: 3 clusters Score -1.972576e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 124298 members 
Entering Unmasked Estep 
Score: -19725760.000000 Penalty: 5879.341309
	Iteration 53Q: 3 clusters Score -1.972576e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 124315 members 
Entering Unmasked Estep 
Score: -19725744.000000 Penalty: 5879.341309
	Iteration 54Q: 3 clusters Score -1.972574e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 124330 members 
Entering Unmasked Estep 
Score: -19725766.000000 Penalty: 5879.341309
	Iteration 55Q: 3 clusters Score -1.972577e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 124344 members 
Entering Unmasked Estep 
Score: -19725762.000000 Penalty: 5879.341309
	Iteration 56Q: 3 clusters Score -1.972576e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 124355 members 
Entering Unmasked Estep 
Score: -19725752.000000 Penalty: 5879.341309
	Iteration 57Q: 3 clusters Score -1.972575e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 124373 members 
Entering Unmasked Estep 
Score: -19725762.000000 Penalty: 5879.341309
	Iteration 58Q: 3 clusters Score -1.972576e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 124397 members 
Entering Unmasked Estep 
Score: -19725772.000000 Penalty: 5879.341309
	Iteration 59Q: 3 clusters Score -1.972577e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 124425 members 
Entering Unmasked Estep 
Score: -19725772.000000 Penalty: 5879.341309
	Iteration 60F: 3 clusters Score -1.972577e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 124441 members 
Entering Unmasked Estep 
Score: -19725780.000000 Penalty: 5879.341309
	Iteration 61Q: 3 clusters Score -1.972578e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 124456 members 
Entering Unmasked Estep 
Score: -19725754.000000 Penalty: 5879.341309
	Iteration 62Q: 3 clusters Score -1.972575e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 124477 members 
Entering Unmasked Estep 
Score: -19725760.000000 Penalty: 5879.341309
	Iteration 63Q: 3 clusters Score -1.972576e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 124497 members 
Entering Unmasked Estep 
Score: -19725764.000000 Penalty: 5879.341309
	Iteration 64Q: 3 clusters Score -1.972576e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 124518 members 
Entering Unmasked Estep 
Score: -19725760.000000 Penalty: 5879.341309
	Iteration 65Q: 3 clusters Score -1.972576e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 124542 members 
Entering Unmasked Estep 
Score: -19725758.000000 Penalty: 5879.341309
	Iteration 66Q: 3 clusters Score -1.972576e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 124565 members 
Entering Unmasked Estep 
Score: -19725740.000000 Penalty: 5879.341309
	Iteration 67Q: 3 clusters Score -1.972574e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 124588 members 
Entering Unmasked Estep 
Score: -19725750.000000 Penalty: 5879.341309
	Iteration 68Q: 3 clusters Score -1.972575e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 124611 members 
Entering Unmasked Estep 
Score: -19725760.000000 Penalty: 5879.341309
	Iteration 69Q: 3 clusters Score -1.972576e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 124642 members 
Entering Unmasked Estep 
Score: -19725750.000000 Penalty: 5879.341309
	Iteration 70Q: 3 clusters Score -1.972575e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 124665 members 
Entering Unmasked Estep 
Score: -19725764.000000 Penalty: 5879.341309
	Iteration 71Q: 3 clusters Score -1.972576e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 124689 members 
Entering Unmasked Estep 
Score: -19725760.000000 Penalty: 5879.341309
	Iteration 72Q: 3 clusters Score -1.972576e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 124710 members 
Entering Unmasked Estep 
Score: -19725736.000000 Penalty: 5879.341309
	Iteration 73Q: 3 clusters Score -1.972574e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 124740 members 
Entering Unmasked Estep 
Score: -19725744.000000 Penalty: 5879.341309
	Iteration 74Q: 3 clusters Score -1.972574e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 124764 members 
Entering Unmasked Estep 
Score: -19725740.000000 Penalty: 5879.341309
	Iteration 75Q: 3 clusters Score -1.972574e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 124796 members 
Entering Unmasked Estep 
Score: -19725712.000000 Penalty: 5879.341309
	Iteration 76Q: 3 clusters Score -1.972571e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 124823 members 
Entering Unmasked Estep 
Score: -19725706.000000 Penalty: 5879.341309
	Iteration 77Q: 3 clusters Score -1.972571e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 124852 members 
Entering Unmasked Estep 
Score: -19725706.000000 Penalty: 5879.341309
	Iteration 78Q: 3 clusters Score -1.972571e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 124883 members 
Entering Unmasked Estep 
Score: -19725714.000000 Penalty: 5879.341309
	Iteration 79Q: 3 clusters Score -1.972571e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 124923 members 
Entering Unmasked Estep 
Score: -19725712.000000 Penalty: 5879.341309
	Iteration 80F: 3 clusters Score -1.972571e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 124962 members 
Entering Unmasked Estep 
Score: -19725730.000000 Penalty: 5879.341309
	Iteration 81Q: 3 clusters Score -1.972573e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 124990 members 
Entering Unmasked Estep 
Score: -19725716.000000 Penalty: 5879.341309
	Iteration 82Q: 3 clusters Score -1.972572e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 125012 members 
Entering Unmasked Estep 
Score: -19725724.000000 Penalty: 5879.341309
	Iteration 83Q: 3 clusters Score -1.972572e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 125025 members 
Entering Unmasked Estep 
Score: -19725726.000000 Penalty: 5879.341309
	Iteration 84Q: 3 clusters Score -1.972573e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 125037 members 
Entering Unmasked Estep 
Score: -19725736.000000 Penalty: 5879.341309
	Iteration 85Q: 3 clusters Score -1.972574e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 125055 members 
Entering Unmasked Estep 
Score: -19725742.000000 Penalty: 5879.341309
	Iteration 86Q: 3 clusters Score -1.972574e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 125075 members 
Entering Unmasked Estep 
Score: -19725744.000000 Penalty: 5879.341309
	Iteration 87Q: 3 clusters Score -1.972574e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 125096 members 
Entering Unmasked Estep 
Score: -19725730.000000 Penalty: 5879.341309
	Iteration 88Q: 3 clusters Score -1.972573e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 125112 members 
Entering Unmasked Estep 
Score: -19725740.000000 Penalty: 5879.341309
	Iteration 89Q: 3 clusters Score -1.972574e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 125132 members 
Entering Unmasked Estep 
Score: -19725748.000000 Penalty: 5879.341309
	Iteration 90Q: 3 clusters Score -1.972575e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 125150 members 
Entering Unmasked Estep 
Score: -19725752.000000 Penalty: 5879.341309
	Iteration 91Q: 3 clusters Score -1.972575e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 125171 members 
Entering Unmasked Estep 
Score: -19725756.000000 Penalty: 5879.341309
	Iteration 92Q: 3 clusters Score -1.972576e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 125183 members 
Entering Unmasked Estep 
Score: -19725756.000000 Penalty: 5879.341309
	Iteration 93Q: 3 clusters Score -1.972576e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 125198 members 
Entering Unmasked Estep 
Score: -19725746.000000 Penalty: 5879.341309
	Iteration 94Q: 3 clusters Score -1.972575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 125208 members 
Entering Unmasked Estep 
Score: -19725740.000000 Penalty: 5879.341309
	Iteration 95Q: 3 clusters Score -1.972574e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 125220 members 
Entering Unmasked Estep 
Score: -19725746.000000 Penalty: 5879.341309
	Iteration 96Q: 3 clusters Score -1.972575e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 125235 members 
Entering Unmasked Estep 
Score: -19725740.000000 Penalty: 5879.341309
	Iteration 97Q: 3 clusters Score -1.972574e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 125248 members 
Entering Unmasked Estep 
Score: -19725764.000000 Penalty: 5879.341309
	Iteration 98Q: 3 clusters Score -1.972576e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 125261 members 
Entering Unmasked Estep 
Score: -19725764.000000 Penalty: 5879.341309
	Iteration 99Q: 3 clusters Score -1.972576e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 125274 members 
Entering Unmasked Estep 
Score: -19725758.000000 Penalty: 5879.341309
	Iteration 100F: 3 clusters Score -1.972576e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 125288 members 
Entering Unmasked Estep 
Score: -19725756.000000 Penalty: 5879.341309
	Iteration 101Q: 3 clusters Score -1.972576e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 125300 members 
Entering Unmasked Estep 
Score: -19725770.000000 Penalty: 5879.341309
	Iteration 102Q: 3 clusters Score -1.972577e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 125313 members 
Entering Unmasked Estep 
Score: -19725752.000000 Penalty: 5879.341309
	Iteration 103Q: 3 clusters Score -1.972575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 125318 members 
Entering Unmasked Estep 
Score: -19725762.000000 Penalty: 5879.341309
	Iteration 104Q: 3 clusters Score -1.972576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 125321 members 
Entering Unmasked Estep 
Score: -19725744.000000 Penalty: 5879.341309
	Iteration 105Q: 3 clusters Score -1.972574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 125326 members 
Entering Unmasked Estep 
Score: -19725740.000000 Penalty: 5879.341309
	Iteration 106Q: 3 clusters Score -1.972574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 125330 members 
Entering Unmasked Estep 
Score: -19725744.000000 Penalty: 5879.341309
	Iteration 107Q: 3 clusters Score -1.972574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 125335 members 
Entering Unmasked Estep 
Score: -19725752.000000 Penalty: 5879.341309
	Iteration 108Q: 3 clusters Score -1.972575e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 125342 members 
Entering Unmasked Estep 
Score: -19725752.000000 Penalty: 5879.341309
	Iteration 109Q: 3 clusters Score -1.972575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 125348 members 
Entering Unmasked Estep 
Score: -19725770.000000 Penalty: 5879.341309
	Iteration 110Q: 3 clusters Score -1.972577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 125351 members 
Entering Unmasked Estep 
Score: -19725772.000000 Penalty: 5879.341309
	Iteration 111Q: 3 clusters Score -1.972577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 125356 members 
Entering Unmasked Estep 
Score: -19725772.000000 Penalty: 5879.341309
	Iteration 112Q: 3 clusters Score -1.972577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 125357 members 
Entering Unmasked Estep 
Score: -19725758.000000 Penalty: 5879.341309
	Iteration 113Q: 3 clusters Score -1.972576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 125358 members 
Entering Unmasked Estep 
Score: -19725764.000000 Penalty: 5879.341309
	Iteration 114Q: 3 clusters Score -1.972576e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 125358 members 
Entering Unmasked Estep 
Score: -19725764.000000 Penalty: 5879.341309
	Iteration 115F: 3 clusters Score -1.972576e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -80672.554688 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -80672.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -79017.921875 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -79017.92 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -79240.554688 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -79240.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -79368.382812 Penalty: 3174.527832
	Iteration 2F: 3 clusters Score -79368.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -79418.726562 Penalty: 3174.527832
	Iteration 3Q: 3 clusters Score -79418.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -79431.593750 Penalty: 3174.527832
	Iteration 4Q: 3 clusters Score -79431.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -79436.882812 Penalty: 3174.527832
	Iteration 5Q: 3 clusters Score -79436.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -79441.015625 Penalty: 3174.527832
	Iteration 6Q: 3 clusters Score -79441.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -79444.820312 Penalty: 3174.527832
	Iteration 7Q: 3 clusters Score -79444.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -79444.820312 Penalty: 3174.527832
	Iteration 8F: 3 clusters Score -79444.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (169837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169837 members 
Entering Unmasked Estep 
Score: -23673364.000000 Penalty: 2986.563477
	Iteration 0F: 2 clusters Score -2.367336e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85248 members 
Mstep: Class 2 contains 84589 members 
Entering Unmasked Estep 
Score: -23568700.000000 Penalty: 5973.126953
	Iteration 0F: 3 clusters Score -2.35687e+07 nChanged 81731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88677 members 
Mstep: Class 2 contains 81160 members 
Entering Unmasked Estep 
Score: -23616680.000000 Penalty: 5973.126953
	Iteration 1F: 3 clusters Score -2.361668e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91011 members 
Mstep: Class 2 contains 78826 members 
Entering Unmasked Estep 
Score: -23618012.000000 Penalty: 5973.126953
	Iteration 2Q: 3 clusters Score -2.361801e+07 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94380 members 
Mstep: Class 2 contains 75457 members 
Entering Unmasked Estep 
Score: -23620368.000000 Penalty: 5973.126953
	Iteration 3Q: 3 clusters Score -2.362037e+07 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99012 members 
Mstep: Class 2 contains 70825 members 
Entering Unmasked Estep 
Score: -23624032.000000 Penalty: 5973.126953
	Iteration 4Q: 3 clusters Score -2.362403e+07 nChanged 8463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104877 members 
Mstep: Class 2 contains 64960 members 
Entering Unmasked Estep 
Score: -23629548.000000 Penalty: 5973.126953
	Iteration 5Q: 3 clusters Score -2.362955e+07 nChanged 9583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111508 members 
Mstep: Class 2 contains 58329 members 
Entering Unmasked Estep 
Score: -23636470.000000 Penalty: 5973.126953
	Iteration 6F: 3 clusters Score -2.363647e+07 nChanged 10137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118121 members 
Mstep: Class 2 contains 51716 members 
Entering Unmasked Estep 
Score: -23643968.000000 Penalty: 5973.126953
	Iteration 7F: 3 clusters Score -2.364397e+07 nChanged 9646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123771 members 
Mstep: Class 2 contains 46066 members 
Entering Unmasked Estep 
Score: -23650614.000000 Penalty: 5973.126953
	Iteration 8F: 3 clusters Score -2.365061e+07 nChanged 8380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128147 members 
Mstep: Class 2 contains 41690 members 
Entering Unmasked Estep 
Score: -23655510.000000 Penalty: 5973.126953
	Iteration 9Q: 3 clusters Score -2.365551e+07 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131271 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
Score: -23658764.000000 Penalty: 5973.126953
	Iteration 10Q: 3 clusters Score -2.365876e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133684 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -23660518.000000 Penalty: 5973.126953
	Iteration 11Q: 3 clusters Score -2.366052e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135703 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -23661790.000000 Penalty: 5973.126953
	Iteration 12Q: 3 clusters Score -2.366179e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137624 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -23662746.000000 Penalty: 5973.126953
	Iteration 13Q: 3 clusters Score -2.366275e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139483 members 
Mstep: Class 2 contains 30354 members 
Entering Unmasked Estep 
Score: -23663462.000000 Penalty: 5973.126953
	Iteration 14Q: 3 clusters Score -2.366346e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141200 members 
Mstep: Class 2 contains 28637 members 
Entering Unmasked Estep 
Score: -23664046.000000 Penalty: 5973.126953
	Iteration 15Q: 3 clusters Score -2.366405e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142946 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -23664840.000000 Penalty: 5973.126953
	Iteration 16Q: 3 clusters Score -2.366484e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144698 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -23665620.000000 Penalty: 5973.126953
	Iteration 17Q: 3 clusters Score -2.366562e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146434 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -23666182.000000 Penalty: 5973.126953
	Iteration 18Q: 3 clusters Score -2.366618e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148217 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -23666986.000000 Penalty: 5973.126953
	Iteration 19Q: 3 clusters Score -2.366699e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150035 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -23667800.000000 Penalty: 5973.126953
	Iteration 20F: 3 clusters Score -2.36678e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151768 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -23668542.000000 Penalty: 5973.126953
	Iteration 21Q: 3 clusters Score -2.366854e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153462 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -23669460.000000 Penalty: 5973.126953
	Iteration 22Q: 3 clusters Score -2.366946e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155117 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -23670230.000000 Penalty: 5973.126953
	Iteration 23Q: 3 clusters Score -2.367023e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156686 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -23671016.000000 Penalty: 5973.126953
	Iteration 24Q: 3 clusters Score -2.367102e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158132 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -23671408.000000 Penalty: 5973.126953
	Iteration 25Q: 3 clusters Score -2.367141e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159397 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -23671660.000000 Penalty: 5973.126953
	Iteration 26Q: 3 clusters Score -2.367166e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160497 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -23671836.000000 Penalty: 5973.126953
	Iteration 27Q: 3 clusters Score -2.367184e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161505 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -23672054.000000 Penalty: 5973.126953
	Iteration 28Q: 3 clusters Score -2.367205e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162302 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -23672068.000000 Penalty: 5973.126953
	Iteration 29Q: 3 clusters Score -2.367207e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163012 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -23672186.000000 Penalty: 5973.126953
	Iteration 30Q: 3 clusters Score -2.367219e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163601 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -23672204.000000 Penalty: 5973.126953
	Iteration 31Q: 3 clusters Score -2.36722e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164089 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -23672166.000000 Penalty: 5973.126953
	Iteration 32Q: 3 clusters Score -2.367217e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164529 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -23672196.000000 Penalty: 5973.126953
	Iteration 33Q: 3 clusters Score -2.36722e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164905 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -23672224.000000 Penalty: 5973.126953
	Iteration 34Q: 3 clusters Score -2.367222e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165214 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -23672252.000000 Penalty: 5973.126953
	Iteration 35Q: 3 clusters Score -2.367225e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165492 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -23672214.000000 Penalty: 5973.126953
	Iteration 36Q: 3 clusters Score -2.367221e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165723 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -23672224.000000 Penalty: 5973.126953
	Iteration 37Q: 3 clusters Score -2.367222e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165936 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -23672228.000000 Penalty: 5973.126953
	Iteration 38Q: 3 clusters Score -2.367223e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166133 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -23672206.000000 Penalty: 5973.126953
	Iteration 39Q: 3 clusters Score -2.367221e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166298 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -23672186.000000 Penalty: 5973.126953
	Iteration 40F: 3 clusters Score -2.367219e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166430 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -23672230.000000 Penalty: 5973.126953
	Iteration 41Q: 3 clusters Score -2.367223e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166546 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -23672244.000000 Penalty: 5973.126953
	Iteration 42Q: 3 clusters Score -2.367224e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166653 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -23672244.000000 Penalty: 5973.126953
	Iteration 43Q: 3 clusters Score -2.367224e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166741 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -23672186.000000 Penalty: 5973.126953
	Iteration 44Q: 3 clusters Score -2.367219e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166820 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -23672210.000000 Penalty: 5973.126953
	Iteration 45Q: 3 clusters Score -2.367221e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166899 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -23672158.000000 Penalty: 5973.126953
	Iteration 46Q: 3 clusters Score -2.367216e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166977 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -23672200.000000 Penalty: 5973.126953
	Iteration 47Q: 3 clusters Score -2.36722e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167053 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -23672186.000000 Penalty: 5973.126953
	Iteration 48Q: 3 clusters Score -2.367219e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167123 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -23672192.000000 Penalty: 5973.126953
	Iteration 49Q: 3 clusters Score -2.367219e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167171 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -23672136.000000 Penalty: 5973.126953
	Iteration 50Q: 3 clusters Score -2.367214e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167221 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -23672148.000000 Penalty: 5973.126953
	Iteration 51Q: 3 clusters Score -2.367215e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167258 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -23672162.000000 Penalty: 5973.126953
	Iteration 52Q: 3 clusters Score -2.367216e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167295 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -23672174.000000 Penalty: 5973.126953
	Iteration 53Q: 3 clusters Score -2.367217e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167336 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -23672170.000000 Penalty: 5973.126953
	Iteration 54Q: 3 clusters Score -2.367217e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167361 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -23672164.000000 Penalty: 5973.126953
	Iteration 55Q: 3 clusters Score -2.367216e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167390 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -23672136.000000 Penalty: 5973.126953
	Iteration 56Q: 3 clusters Score -2.367214e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167413 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -23672138.000000 Penalty: 5973.126953
	Iteration 57Q: 3 clusters Score -2.367214e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167437 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -23672122.000000 Penalty: 5973.126953
	Iteration 58Q: 3 clusters Score -2.367212e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167459 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -23672126.000000 Penalty: 5973.126953
	Iteration 59Q: 3 clusters Score -2.367213e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167474 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -23672112.000000 Penalty: 5973.126953
	Iteration 60F: 3 clusters Score -2.367211e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167497 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -23672102.000000 Penalty: 5973.126953
	Iteration 61Q: 3 clusters Score -2.36721e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167512 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -23672114.000000 Penalty: 5973.126953
	Iteration 62Q: 3 clusters Score -2.367211e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167519 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -23672108.000000 Penalty: 5973.126953
	Iteration 63Q: 3 clusters Score -2.367211e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167534 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -23672094.000000 Penalty: 5973.126953
	Iteration 64Q: 3 clusters Score -2.367209e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167549 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -23672100.000000 Penalty: 5973.126953
	Iteration 65Q: 3 clusters Score -2.36721e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167563 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -23672072.000000 Penalty: 5973.126953
	Iteration 66Q: 3 clusters Score -2.367207e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167572 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -23672086.000000 Penalty: 5973.126953
	Iteration 67Q: 3 clusters Score -2.367209e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167582 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -23672076.000000 Penalty: 5973.126953
	Iteration 68Q: 3 clusters Score -2.367208e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167588 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -23672062.000000 Penalty: 5973.126953
	Iteration 69Q: 3 clusters Score -2.367206e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167593 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -23672068.000000 Penalty: 5973.126953
	Iteration 70Q: 3 clusters Score -2.367207e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167601 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -23672066.000000 Penalty: 5973.126953
	Iteration 71Q: 3 clusters Score -2.367207e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167604 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -23672064.000000 Penalty: 5973.126953
	Iteration 72Q: 3 clusters Score -2.367206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167612 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -23672068.000000 Penalty: 5973.126953
	Iteration 73Q: 3 clusters Score -2.367207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167618 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -23672072.000000 Penalty: 5973.126953
	Iteration 74Q: 3 clusters Score -2.367207e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167622 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -23672072.000000 Penalty: 5973.126953
	Iteration 75Q: 3 clusters Score -2.367207e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167624 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -23672072.000000 Penalty: 5973.126953
	Iteration 76Q: 3 clusters Score -2.367207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167627 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -23672088.000000 Penalty: 5973.126953
	Iteration 77Q: 3 clusters Score -2.367209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167630 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -23672074.000000 Penalty: 5973.126953
	Iteration 78Q: 3 clusters Score -2.367207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167633 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -23672072.000000 Penalty: 5973.126953
	Iteration 79Q: 3 clusters Score -2.367207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167634 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -23672058.000000 Penalty: 5973.126953
	Iteration 80F: 3 clusters Score -2.367206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167636 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -23672082.000000 Penalty: 5973.126953
	Iteration 81Q: 3 clusters Score -2.367208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167638 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -23672086.000000 Penalty: 5973.126953
	Iteration 82Q: 3 clusters Score -2.367209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167640 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -23672074.000000 Penalty: 5973.126953
	Iteration 83Q: 3 clusters Score -2.367207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167642 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -23672082.000000 Penalty: 5973.126953
	Iteration 84Q: 3 clusters Score -2.367208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167644 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -23672070.000000 Penalty: 5973.126953
	Iteration 85Q: 3 clusters Score -2.367207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167646 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -23672064.000000 Penalty: 5973.126953
	Iteration 86Q: 3 clusters Score -2.367206e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167646 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -23672064.000000 Penalty: 5973.126953
	Iteration 87F: 3 clusters Score -2.367206e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Entering Unmasked Estep 
Score: -902938.500000 Penalty: 2181.866943
	Iteration 0F: 2 clusters Score -902938.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -897393.750000 Penalty: 4363.733887
	Iteration 0F: 3 clusters Score -897393.8 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -898886.875000 Penalty: 4363.733887
	Iteration 1F: 3 clusters Score -898886.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -899139.687500 Penalty: 4363.733887
	Iteration 2F: 3 clusters Score -899139.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -899299.062500 Penalty: 4363.733887
	Iteration 3Q: 3 clusters Score -899299.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -899401.000000 Penalty: 4363.733887
	Iteration 4Q: 3 clusters Score -899401 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -899474.500000 Penalty: 4363.733887
	Iteration 5Q: 3 clusters Score -899474.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -899532.000000 Penalty: 4363.733887
	Iteration 6Q: 3 clusters Score -899532 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -899588.687500 Penalty: 4363.733887
	Iteration 7Q: 3 clusters Score -899588.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -899653.000000 Penalty: 4363.733887
	Iteration 8Q: 3 clusters Score -899653 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -899749.625000 Penalty: 4363.733887
	Iteration 9Q: 3 clusters Score -899749.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -899874.000000 Penalty: 4363.733887
	Iteration 10Q: 3 clusters Score -899874 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -899992.062500 Penalty: 4363.733887
	Iteration 11Q: 3 clusters Score -899992.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -900101.250000 Penalty: 4363.733887
	Iteration 12Q: 3 clusters Score -900101.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -900213.062500 Penalty: 4363.733887
	Iteration 13Q: 3 clusters Score -900213.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -900325.312500 Penalty: 4363.733887
	Iteration 14Q: 3 clusters Score -900325.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -900440.000000 Penalty: 4363.733887
	Iteration 15Q: 3 clusters Score -900440 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -900552.812500 Penalty: 4363.733887
	Iteration 16Q: 3 clusters Score -900552.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -900667.375000 Penalty: 4363.733887
	Iteration 17Q: 3 clusters Score -900667.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -900778.250000 Penalty: 4363.733887
	Iteration 18Q: 3 clusters Score -900778.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -900894.812500 Penalty: 4363.733887
	Iteration 19Q: 3 clusters Score -900894.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -900996.187500 Penalty: 4363.733887
	Iteration 20F: 3 clusters Score -900996.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -901085.500000 Penalty: 4363.733887
	Iteration 21Q: 3 clusters Score -901085.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -901156.500000 Penalty: 4363.733887
	Iteration 22Q: 3 clusters Score -901156.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -901238.437500 Penalty: 4363.733887
	Iteration 23Q: 3 clusters Score -901238.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -901303.375000 Penalty: 4363.733887
	Iteration 24Q: 3 clusters Score -901303.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -901360.875000 Penalty: 4363.733887
	Iteration 25Q: 3 clusters Score -901360.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -901418.312500 Penalty: 4363.733887
	Iteration 26Q: 3 clusters Score -901418.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -901462.875000 Penalty: 4363.733887
	Iteration 27Q: 3 clusters Score -901462.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -901517.562500 Penalty: 4363.733887
	Iteration 28Q: 3 clusters Score -901517.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -901617.250000 Penalty: 4363.733887
	Iteration 29Q: 3 clusters Score -901617.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -901722.562500 Penalty: 4363.733887
	Iteration 30Q: 3 clusters Score -901722.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -901787.062500 Penalty: 4363.733887
	Iteration 31Q: 3 clusters Score -901787.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -901837.000000 Penalty: 4363.733887
	Iteration 32Q: 3 clusters Score -901837 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -901878.125000 Penalty: 4363.733887
	Iteration 33Q: 3 clusters Score -901878.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -901902.437500 Penalty: 4363.733887
	Iteration 34Q: 3 clusters Score -901902.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -901913.375000 Penalty: 4363.733887
	Iteration 35Q: 3 clusters Score -901913.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -901922.312500 Penalty: 4363.733887
	Iteration 36Q: 3 clusters Score -901922.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -901927.625000 Penalty: 4363.733887
	Iteration 37Q: 3 clusters Score -901927.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -901935.812500 Penalty: 4363.733887
	Iteration 38Q: 3 clusters Score -901935.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -901938.062500 Penalty: 4363.733887
	Iteration 39Q: 3 clusters Score -901938.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -901938.062500 Penalty: 4363.733887
	Iteration 40F: 3 clusters Score -901938.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (134070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134070 members 
Entering Unmasked Estep 
Score: -18976238.000000 Penalty: 2927.916992
	Iteration 0F: 2 clusters Score -1.897624e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67230 members 
Mstep: Class 2 contains 66840 members 
Entering Unmasked Estep 
Score: -18891708.000000 Penalty: 5855.833984
	Iteration 0F: 3 clusters Score -1.889171e+07 nChanged 63903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70199 members 
Mstep: Class 2 contains 63871 members 
Entering Unmasked Estep 
Score: -18928608.000000 Penalty: 5855.833984
	Iteration 1F: 3 clusters Score -1.892861e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72144 members 
Mstep: Class 2 contains 61926 members 
Entering Unmasked Estep 
Score: -18930034.000000 Penalty: 5855.833984
	Iteration 2Q: 3 clusters Score -1.893003e+07 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75234 members 
Mstep: Class 2 contains 58836 members 
Entering Unmasked Estep 
Score: -18932254.000000 Penalty: 5855.833984
	Iteration 3Q: 3 clusters Score -1.893225e+07 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80178 members 
Mstep: Class 2 contains 53892 members 
Entering Unmasked Estep 
Score: -18935808.000000 Penalty: 5855.833984
	Iteration 4F: 3 clusters Score -1.893581e+07 nChanged 9116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87602 members 
Mstep: Class 2 contains 46468 members 
Entering Unmasked Estep 
Score: -18941592.000000 Penalty: 5855.833984
	Iteration 5F: 3 clusters Score -1.894159e+07 nChanged 11285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97767 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -18950030.000000 Penalty: 5855.833984
	Iteration 6F: 3 clusters Score -1.895003e+07 nChanged 11783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109070 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -18960094.000000 Penalty: 5855.833984
	Iteration 7F: 3 clusters Score -1.896009e+07 nChanged 9464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118294 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -18968406.000000 Penalty: 5855.833984
	Iteration 8F: 3 clusters Score -1.896841e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123480 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -18972608.000000 Penalty: 5855.833984
	Iteration 9Q: 3 clusters Score -1.897261e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126145 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -18974104.000000 Penalty: 5855.833984
	Iteration 10Q: 3 clusters Score -1.89741e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127804 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -18974798.000000 Penalty: 5855.833984
	Iteration 11Q: 3 clusters Score -1.89748e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129005 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -18975300.000000 Penalty: 5855.833984
	Iteration 12Q: 3 clusters Score -1.89753e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129858 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -18975570.000000 Penalty: 5855.833984
	Iteration 13Q: 3 clusters Score -1.897557e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130488 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -18975806.000000 Penalty: 5855.833984
	Iteration 14Q: 3 clusters Score -1.897581e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130920 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -18975974.000000 Penalty: 5855.833984
	Iteration 15Q: 3 clusters Score -1.897597e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131250 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -18976110.000000 Penalty: 5855.833984
	Iteration 16Q: 3 clusters Score -1.897611e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131482 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -18976146.000000 Penalty: 5855.833984
	Iteration 17Q: 3 clusters Score -1.897615e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131657 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -18976188.000000 Penalty: 5855.833984
	Iteration 18Q: 3 clusters Score -1.897619e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131775 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -18976186.000000 Penalty: 5855.833984
	Iteration 19Q: 3 clusters Score -1.897619e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131853 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -18976186.000000 Penalty: 5855.833984
	Iteration 20F: 3 clusters Score -1.897619e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131913 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -18976190.000000 Penalty: 5855.833984
	Iteration 21Q: 3 clusters Score -1.897619e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131954 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -18976198.000000 Penalty: 5855.833984
	Iteration 22Q: 3 clusters Score -1.89762e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131987 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -18976206.000000 Penalty: 5855.833984
	Iteration 23Q: 3 clusters Score -1.897621e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132016 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -18976218.000000 Penalty: 5855.833984
	Iteration 24Q: 3 clusters Score -1.897622e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132046 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -18976204.000000 Penalty: 5855.833984
	Iteration 25Q: 3 clusters Score -1.89762e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132066 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -18976218.000000 Penalty: 5855.833984
	Iteration 26Q: 3 clusters Score -1.897622e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132082 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -18976210.000000 Penalty: 5855.833984
	Iteration 27Q: 3 clusters Score -1.897621e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132095 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -18976230.000000 Penalty: 5855.833984
	Iteration 28Q: 3 clusters Score -1.897623e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132104 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -18976226.000000 Penalty: 5855.833984
	Iteration 29Q: 3 clusters Score -1.897623e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132110 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -18976240.000000 Penalty: 5855.833984
	Iteration 30Q: 3 clusters Score -1.897624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132117 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -18976224.000000 Penalty: 5855.833984
	Iteration 31Q: 3 clusters Score -1.897622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132124 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -18976236.000000 Penalty: 5855.833984
	Iteration 32Q: 3 clusters Score -1.897624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132129 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -18976234.000000 Penalty: 5855.833984
	Iteration 33Q: 3 clusters Score -1.897623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132132 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -18976238.000000 Penalty: 5855.833984
	Iteration 34Q: 3 clusters Score -1.897624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132136 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -18976236.000000 Penalty: 5855.833984
	Iteration 35Q: 3 clusters Score -1.897624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132138 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -18976238.000000 Penalty: 5855.833984
	Iteration 36Q: 3 clusters Score -1.897624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132141 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -18976230.000000 Penalty: 5855.833984
	Iteration 37Q: 3 clusters Score -1.897623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132144 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -18976236.000000 Penalty: 5855.833984
	Iteration 38Q: 3 clusters Score -1.897624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132147 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -18976252.000000 Penalty: 5855.833984
	Iteration 39Q: 3 clusters Score -1.897625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132150 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -18976254.000000 Penalty: 5855.833984
	Iteration 40F: 3 clusters Score -1.897625e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132151 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -18976250.000000 Penalty: 5855.833984
	Iteration 41Q: 3 clusters Score -1.897625e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132151 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -18976250.000000 Penalty: 5855.833984
	Iteration 42F: 3 clusters Score -1.897625e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 65798 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 146227 members 
Mstep: Class 6 contains 3849 members 
Mstep: Class 7 contains 29001 members 
Mstep: Class 8 contains 140577 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 169837 members 
Mstep: Class 11 contains 6620 members 
Mstep: Class 12 contains 132151 members 
Mstep: Class 13 contains 17126 members 
Mstep: Class 14 contains 17133 members 
Mstep: Class 15 contains 443 members 
Mstep: Class 16 contains 35766 members 
Mstep: Class 17 contains 3917 members 
Mstep: Class 18 contains 180518 members 
Mstep: Class 19 contains 2136 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3649 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 523 members 
Mstep: Class 26 contains 1919 members 
Entering Unmasked Estep 
Score: -132661448.000000 Penalty: 88826.445312
Splitting cluster 12 changes total score from -132663008.000000 to -132661448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (17126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Entering Unmasked Estep 
Score: -2419543.000000 Penalty: 2417.591553
	Iteration 0F: 2 clusters Score -2419543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -2407261.500000 Penalty: 4835.183105
	Iteration 0F: 3 clusters Score -2407262 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2411165.250000 Penalty: 4835.183105
	Iteration 1F: 3 clusters Score -2411165 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -2411514.750000 Penalty: 4835.183105
	Iteration 2F: 3 clusters Score -2411515 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2411810.750000 Penalty: 4835.183105
	Iteration 3Q: 3 clusters Score -2411811 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -2412080.000000 Penalty: 4835.183105
	Iteration 4Q: 3 clusters Score -2412080 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2412406.000000 Penalty: 4835.183105
	Iteration 5Q: 3 clusters Score -2412406 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2412771.500000 Penalty: 4835.183105
	Iteration 6Q: 3 clusters Score -2412772 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -2413217.250000 Penalty: 4835.183105
	Iteration 7Q: 3 clusters Score -2413217 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -2413798.250000 Penalty: 4835.183105
	Iteration 8F: 3 clusters Score -2413798 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -2414537.750000 Penalty: 4835.183105
	Iteration 9F: 3 clusters Score -2414538 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -2415338.000000 Penalty: 4835.183105
	Iteration 10F: 3 clusters Score -2415338 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -2416080.000000 Penalty: 4835.183105
	Iteration 11Q: 3 clusters Score -2416080 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -2416634.000000 Penalty: 4835.183105
	Iteration 12Q: 3 clusters Score -2416634 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -2416976.000000 Penalty: 4835.183105
	Iteration 13Q: 3 clusters Score -2416976 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -2417161.500000 Penalty: 4835.183105
	Iteration 14Q: 3 clusters Score -2417162 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -2417292.250000 Penalty: 4835.183105
	Iteration 15Q: 3 clusters Score -2417292 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -2417358.250000 Penalty: 4835.183105
	Iteration 16Q: 3 clusters Score -2417358 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -2417395.000000 Penalty: 4835.183105
	Iteration 17Q: 3 clusters Score -2417395 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2417411.250000 Penalty: 4835.183105
	Iteration 18Q: 3 clusters Score -2417411 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -2417424.250000 Penalty: 4835.183105
	Iteration 19Q: 3 clusters Score -2417424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -2417427.500000 Penalty: 4835.183105
	Iteration 20F: 3 clusters Score -2417428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2417435.000000 Penalty: 4835.183105
	Iteration 21Q: 3 clusters Score -2417435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -2417437.000000 Penalty: 4835.183105
	Iteration 22Q: 3 clusters Score -2417437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -2417443.750000 Penalty: 4835.183105
	Iteration 23Q: 3 clusters Score -2417444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -2417445.250000 Penalty: 4835.183105
	Iteration 24Q: 3 clusters Score -2417445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2417450.000000 Penalty: 4835.183105
	Iteration 25Q: 3 clusters Score -2417450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -2417452.750000 Penalty: 4835.183105
	Iteration 26Q: 3 clusters Score -2417453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -2417458.250000 Penalty: 4835.183105
	Iteration 27Q: 3 clusters Score -2417458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -2417458.250000 Penalty: 4835.183105
	Iteration 28F: 3 clusters Score -2417458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Entering Unmasked Estep 
Score: -2441726.000000 Penalty: 2417.693115
	Iteration 0F: 2 clusters Score -2441726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2429399.750000 Penalty: 4835.386230
	Iteration 0F: 3 clusters Score -2429400 nChanged 7439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2433309.000000 Penalty: 4835.386230
	Iteration 1F: 3 clusters Score -2433309 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2433662.250000 Penalty: 4835.386230
	Iteration 2F: 3 clusters Score -2433662 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2433932.500000 Penalty: 4835.386230
	Iteration 3Q: 3 clusters Score -2433932 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -2434138.000000 Penalty: 4835.386230
	Iteration 4Q: 3 clusters Score -2434138 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2434336.750000 Penalty: 4835.386230
	Iteration 5Q: 3 clusters Score -2434337 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -2434529.000000 Penalty: 4835.386230
	Iteration 6Q: 3 clusters Score -2434529 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -2434760.000000 Penalty: 4835.386230
	Iteration 7Q: 3 clusters Score -2434760 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2435028.250000 Penalty: 4835.386230
	Iteration 8Q: 3 clusters Score -2435028 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -2435385.750000 Penalty: 4835.386230
	Iteration 9Q: 3 clusters Score -2435386 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -2435799.250000 Penalty: 4835.386230
	Iteration 10Q: 3 clusters Score -2435799 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -2436335.500000 Penalty: 4835.386230
	Iteration 11Q: 3 clusters Score -2436336 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -2436968.250000 Penalty: 4835.386230
	Iteration 12Q: 3 clusters Score -2436968 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -2437586.750000 Penalty: 4835.386230
	Iteration 13Q: 3 clusters Score -2437587 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -2438044.000000 Penalty: 4835.386230
	Iteration 14Q: 3 clusters Score -2438044 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -2438388.000000 Penalty: 4835.386230
	Iteration 15Q: 3 clusters Score -2438388 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -2438629.000000 Penalty: 4835.386230
	Iteration 16Q: 3 clusters Score -2438629 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -2438790.500000 Penalty: 4835.386230
	Iteration 17Q: 3 clusters Score -2438790 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -2438916.250000 Penalty: 4835.386230
	Iteration 18Q: 3 clusters Score -2438916 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -2439018.750000 Penalty: 4835.386230
	Iteration 19Q: 3 clusters Score -2439019 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -2439101.000000 Penalty: 4835.386230
	Iteration 20F: 3 clusters Score -2439101 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -2439164.000000 Penalty: 4835.386230
	Iteration 21Q: 3 clusters Score -2439164 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -2439218.000000 Penalty: 4835.386230
	Iteration 22Q: 3 clusters Score -2439218 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2439252.500000 Penalty: 4835.386230
	Iteration 23Q: 3 clusters Score -2439252 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -2439279.250000 Penalty: 4835.386230
	Iteration 24Q: 3 clusters Score -2439279 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -2439291.750000 Penalty: 4835.386230
	Iteration 25Q: 3 clusters Score -2439292 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -2439322.500000 Penalty: 4835.386230
	Iteration 26Q: 3 clusters Score -2439322 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -2439341.500000 Penalty: 4835.386230
	Iteration 27Q: 3 clusters Score -2439342 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -2439361.000000 Penalty: 4835.386230
	Iteration 28Q: 3 clusters Score -2439361 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -2439363.250000 Penalty: 4835.386230
	Iteration 29Q: 3 clusters Score -2439363 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -2439377.500000 Penalty: 4835.386230
	Iteration 30Q: 3 clusters Score -2439378 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2439387.250000 Penalty: 4835.386230
	Iteration 31Q: 3 clusters Score -2439387 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -2439399.000000 Penalty: 4835.386230
	Iteration 32Q: 3 clusters Score -2439399 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -2439407.250000 Penalty: 4835.386230
	Iteration 33Q: 3 clusters Score -2439407 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -2439406.250000 Penalty: 4835.386230
	Iteration 34Q: 3 clusters Score -2439406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -2439413.750000 Penalty: 4835.386230
	Iteration 35Q: 3 clusters Score -2439414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -2439416.000000 Penalty: 4835.386230
	Iteration 36Q: 3 clusters Score -2439416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -2439416.250000 Penalty: 4835.386230
	Iteration 37Q: 3 clusters Score -2439416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -2439427.250000 Penalty: 4835.386230
	Iteration 38Q: 3 clusters Score -2439427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -2439427.000000 Penalty: 4835.386230
	Iteration 39Q: 3 clusters Score -2439427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -2439433.250000 Penalty: 4835.386230
	Iteration 40F: 3 clusters Score -2439433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -2439436.250000 Penalty: 4835.386230
	Iteration 41Q: 3 clusters Score -2439436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -2439439.500000 Penalty: 4835.386230
	Iteration 42Q: 3 clusters Score -2439440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -2439449.500000 Penalty: 4835.386230
	Iteration 43Q: 3 clusters Score -2439450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -2439447.000000 Penalty: 4835.386230
	Iteration 44Q: 3 clusters Score -2439447 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -2439456.250000 Penalty: 4835.386230
	Iteration 45Q: 3 clusters Score -2439456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -2439459.000000 Penalty: 4835.386230
	Iteration 46Q: 3 clusters Score -2439459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -2439465.250000 Penalty: 4835.386230
	Iteration 47Q: 3 clusters Score -2439465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2439464.750000 Penalty: 4835.386230
	Iteration 48Q: 3 clusters Score -2439465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2439478.000000 Penalty: 4835.386230
	Iteration 49Q: 3 clusters Score -2439478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -2439480.500000 Penalty: 4835.386230
	Iteration 50Q: 3 clusters Score -2439480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -2439488.250000 Penalty: 4835.386230
	Iteration 51Q: 3 clusters Score -2439488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -2439492.500000 Penalty: 4835.386230
	Iteration 52Q: 3 clusters Score -2439492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -2439493.500000 Penalty: 4835.386230
	Iteration 53Q: 3 clusters Score -2439494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -2439494.750000 Penalty: 4835.386230
	Iteration 54Q: 3 clusters Score -2439495 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -2439505.750000 Penalty: 4835.386230
	Iteration 55Q: 3 clusters Score -2439506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -2439508.500000 Penalty: 4835.386230
	Iteration 56Q: 3 clusters Score -2439508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -2439514.000000 Penalty: 4835.386230
	Iteration 57Q: 3 clusters Score -2439514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -2439518.000000 Penalty: 4835.386230
	Iteration 58Q: 3 clusters Score -2439518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -2439524.000000 Penalty: 4835.386230
	Iteration 59Q: 3 clusters Score -2439524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -2439529.250000 Penalty: 4835.386230
	Iteration 60F: 3 clusters Score -2439529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -2439533.250000 Penalty: 4835.386230
	Iteration 61Q: 3 clusters Score -2439533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -2439541.500000 Penalty: 4835.386230
	Iteration 62Q: 3 clusters Score -2439542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -2439547.750000 Penalty: 4835.386230
	Iteration 63Q: 3 clusters Score -2439548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -2439544.750000 Penalty: 4835.386230
	Iteration 64Q: 3 clusters Score -2439545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -2439543.500000 Penalty: 4835.386230
	Iteration 65Q: 3 clusters Score -2439544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -2439543.250000 Penalty: 4835.386230
	Iteration 66Q: 3 clusters Score -2439543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -2439549.500000 Penalty: 4835.386230
	Iteration 67Q: 3 clusters Score -2439550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2439545.750000 Penalty: 4835.386230
	Iteration 68Q: 3 clusters Score -2439546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -2439554.000000 Penalty: 4835.386230
	Iteration 69Q: 3 clusters Score -2439554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -2439557.250000 Penalty: 4835.386230
	Iteration 70Q: 3 clusters Score -2439557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -2439558.750000 Penalty: 4835.386230
	Iteration 71Q: 3 clusters Score -2439559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -2439563.500000 Penalty: 4835.386230
	Iteration 72Q: 3 clusters Score -2439564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -2439571.000000 Penalty: 4835.386230
	Iteration 73Q: 3 clusters Score -2439571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -2439574.750000 Penalty: 4835.386230
	Iteration 74Q: 3 clusters Score -2439575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2439585.500000 Penalty: 4835.386230
	Iteration 75Q: 3 clusters Score -2439586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -2439584.250000 Penalty: 4835.386230
	Iteration 76Q: 3 clusters Score -2439584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2439590.250000 Penalty: 4835.386230
	Iteration 77Q: 3 clusters Score -2439590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -2439596.500000 Penalty: 4835.386230
	Iteration 78Q: 3 clusters Score -2439596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -2439597.000000 Penalty: 4835.386230
	Iteration 79Q: 3 clusters Score -2439597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -2439602.750000 Penalty: 4835.386230
	Iteration 80F: 3 clusters Score -2439603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -2439609.250000 Penalty: 4835.386230
	Iteration 81Q: 3 clusters Score -2439609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -2439609.500000 Penalty: 4835.386230
	Iteration 82Q: 3 clusters Score -2439610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -2439610.250000 Penalty: 4835.386230
	Iteration 83Q: 3 clusters Score -2439610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -2439613.500000 Penalty: 4835.386230
	Iteration 84Q: 3 clusters Score -2439614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -2439614.500000 Penalty: 4835.386230
	Iteration 85Q: 3 clusters Score -2439614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -2439617.500000 Penalty: 4835.386230
	Iteration 86Q: 3 clusters Score -2439618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -2439619.000000 Penalty: 4835.386230
	Iteration 87Q: 3 clusters Score -2439619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -2439624.250000 Penalty: 4835.386230
	Iteration 88Q: 3 clusters Score -2439624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -2439625.250000 Penalty: 4835.386230
	Iteration 89Q: 3 clusters Score -2439625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -2439624.000000 Penalty: 4835.386230
	Iteration 90Q: 3 clusters Score -2439624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2439621.750000 Penalty: 4835.386230
	Iteration 91Q: 3 clusters Score -2439622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2439621.750000 Penalty: 4835.386230
	Iteration 92F: 3 clusters Score -2439622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Entering Unmasked Estep 
Score: -51801.656250 Penalty: 1511.205322
	Iteration 0F: 2 clusters Score -51801.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -50350.574219 Penalty: 3022.410645
	Iteration 0F: 3 clusters Score -50350.57 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50557.562500 Penalty: 3022.410645
	Iteration 1F: 3 clusters Score -50557.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -50624.742188 Penalty: 3022.410645
	Iteration 2Q: 3 clusters Score -50624.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -50660.015625 Penalty: 3022.410645
	Iteration 3Q: 3 clusters Score -50660.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50713.691406 Penalty: 3022.410645
	Iteration 4Q: 3 clusters Score -50713.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -50744.417969 Penalty: 3022.410645
	Iteration 5Q: 3 clusters Score -50744.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50763.910156 Penalty: 3022.410645
	Iteration 6Q: 3 clusters Score -50763.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -50811.027344 Penalty: 3022.410645
	Iteration 7Q: 3 clusters Score -50811.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50886.261719 Penalty: 3022.410645
	Iteration 8Q: 3 clusters Score -50886.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -51004.023438 Penalty: 3022.410645
	Iteration 9Q: 3 clusters Score -51004.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51062.968750 Penalty: 3022.410645
	Iteration 10Q: 3 clusters Score -51062.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51109.535156 Penalty: 3022.410645
	Iteration 11Q: 3 clusters Score -51109.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -51167.417969 Penalty: 3022.410645
	Iteration 12Q: 3 clusters Score -51167.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -51295.164062 Penalty: 3022.410645
	Iteration 13Q: 3 clusters Score -51295.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -51407.265625 Penalty: 3022.410645
	Iteration 14Q: 3 clusters Score -51407.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -51445.191406 Penalty: 3022.410645
	Iteration 15Q: 3 clusters Score -51445.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -51449.582031 Penalty: 3022.410645
	Iteration 16Q: 3 clusters Score -51449.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -51451.867188 Penalty: 3022.410645
	Iteration 17Q: 3 clusters Score -51451.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -51460.230469 Penalty: 3022.410645
	Iteration 18Q: 3 clusters Score -51460.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -51470.875000 Penalty: 3022.410645
	Iteration 19Q: 3 clusters Score -51470.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -51487.167969 Penalty: 3022.410645
	Iteration 20F: 3 clusters Score -51487.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -51510.140625 Penalty: 3022.410645
	Iteration 21Q: 3 clusters Score -51510.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -51520.597656 Penalty: 3022.410645
	Iteration 22Q: 3 clusters Score -51520.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -51542.316406 Penalty: 3022.410645
	Iteration 23Q: 3 clusters Score -51542.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -51619.273438 Penalty: 3022.410645
	Iteration 24Q: 3 clusters Score -51619.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -51701.109375 Penalty: 3022.410645
	Iteration 25Q: 3 clusters Score -51701.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -51732.703125 Penalty: 3022.410645
	Iteration 26Q: 3 clusters Score -51732.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -51742.500000 Penalty: 3022.410645
	Iteration 27Q: 3 clusters Score -51742.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -51744.015625 Penalty: 3022.410645
	Iteration 28Q: 3 clusters Score -51744.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -51744.015625 Penalty: 3022.410645
	Iteration 29F: 3 clusters Score -51744.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (35766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Entering Unmasked Estep 
Score: -5074847.000000 Penalty: 2600.218750
	Iteration 0F: 2 clusters Score -5074847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -5050535.000000 Penalty: 5200.437500
	Iteration 0F: 3 clusters Score -5050535 nChanged 16321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -5059548.500000 Penalty: 5200.437500
	Iteration 1F: 3 clusters Score -5059548 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -5060102.000000 Penalty: 5200.437500
	Iteration 2Q: 3 clusters Score -5060102 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -5060765.000000 Penalty: 5200.437500
	Iteration 3Q: 3 clusters Score -5060765 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -5061398.500000 Penalty: 5200.437500
	Iteration 4Q: 3 clusters Score -5061398 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -5062152.500000 Penalty: 5200.437500
	Iteration 5Q: 3 clusters Score -5062152 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -5063088.000000 Penalty: 5200.437500
	Iteration 6Q: 3 clusters Score -5063088 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -5064235.500000 Penalty: 5200.437500
	Iteration 7F: 3 clusters Score -5064236 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -5065707.000000 Penalty: 5200.437500
	Iteration 8F: 3 clusters Score -5065707 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -5067326.500000 Penalty: 5200.437500
	Iteration 9F: 3 clusters Score -5067326 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -5068466.000000 Penalty: 5200.437500
	Iteration 10F: 3 clusters Score -5068466 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -5069015.000000 Penalty: 5200.437500
	Iteration 11Q: 3 clusters Score -5069015 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -5069318.000000 Penalty: 5200.437500
	Iteration 12Q: 3 clusters Score -5069318 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -5069489.000000 Penalty: 5200.437500
	Iteration 13Q: 3 clusters Score -5069489 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -5069628.500000 Penalty: 5200.437500
	Iteration 14Q: 3 clusters Score -5069628 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -5069755.500000 Penalty: 5200.437500
	Iteration 15Q: 3 clusters Score -5069756 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -5069841.500000 Penalty: 5200.437500
	Iteration 16Q: 3 clusters Score -5069842 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -5069929.000000 Penalty: 5200.437500
	Iteration 17Q: 3 clusters Score -5069929 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -5069996.000000 Penalty: 5200.437500
	Iteration 18Q: 3 clusters Score -5069996 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -5070070.000000 Penalty: 5200.437500
	Iteration 19Q: 3 clusters Score -5070070 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -5070119.500000 Penalty: 5200.437500
	Iteration 20F: 3 clusters Score -5070120 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -5070176.500000 Penalty: 5200.437500
	Iteration 21Q: 3 clusters Score -5070176 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -5070235.500000 Penalty: 5200.437500
	Iteration 22Q: 3 clusters Score -5070236 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -5070302.000000 Penalty: 5200.437500
	Iteration 23Q: 3 clusters Score -5070302 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -5070365.500000 Penalty: 5200.437500
	Iteration 24Q: 3 clusters Score -5070366 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -5070431.000000 Penalty: 5200.437500
	Iteration 25Q: 3 clusters Score -5070431 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -5070532.500000 Penalty: 5200.437500
	Iteration 26Q: 3 clusters Score -5070532 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -5070628.000000 Penalty: 5200.437500
	Iteration 27Q: 3 clusters Score -5070628 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -5070695.500000 Penalty: 5200.437500
	Iteration 28Q: 3 clusters Score -5070696 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -5070776.000000 Penalty: 5200.437500
	Iteration 29Q: 3 clusters Score -5070776 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -5070859.500000 Penalty: 5200.437500
	Iteration 30Q: 3 clusters Score -5070860 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -5070962.500000 Penalty: 5200.437500
	Iteration 31Q: 3 clusters Score -5070962 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -5071058.000000 Penalty: 5200.437500
	Iteration 32Q: 3 clusters Score -5071058 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -5071138.500000 Penalty: 5200.437500
	Iteration 33Q: 3 clusters Score -5071138 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 29209 members 
Entering Unmasked Estep 
Score: -5071206.500000 Penalty: 5200.437500
	Iteration 34Q: 3 clusters Score -5071206 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
Score: -5071305.500000 Penalty: 5200.437500
	Iteration 35Q: 3 clusters Score -5071306 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -5071378.500000 Penalty: 5200.437500
	Iteration 36Q: 3 clusters Score -5071378 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -5071451.500000 Penalty: 5200.437500
	Iteration 37Q: 3 clusters Score -5071452 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -5071561.000000 Penalty: 5200.437500
	Iteration 38Q: 3 clusters Score -5071561 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -5071664.000000 Penalty: 5200.437500
	Iteration 39Q: 3 clusters Score -5071664 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -5071712.500000 Penalty: 5200.437500
	Iteration 40F: 3 clusters Score -5071712 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 31078 members 
Entering Unmasked Estep 
Score: -5071759.000000 Penalty: 5200.437500
	Iteration 41Q: 3 clusters Score -5071759 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -5071808.000000 Penalty: 5200.437500
	Iteration 42Q: 3 clusters Score -5071808 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -5071864.000000 Penalty: 5200.437500
	Iteration 43Q: 3 clusters Score -5071864 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -5071918.500000 Penalty: 5200.437500
	Iteration 44Q: 3 clusters Score -5071918 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -5071966.500000 Penalty: 5200.437500
	Iteration 45Q: 3 clusters Score -5071966 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -5072045.000000 Penalty: 5200.437500
	Iteration 46Q: 3 clusters Score -5072045 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -5072093.500000 Penalty: 5200.437500
	Iteration 47Q: 3 clusters Score -5072094 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 32364 members 
Entering Unmasked Estep 
Score: -5072139.000000 Penalty: 5200.437500
	Iteration 48Q: 3 clusters Score -5072139 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -5072178.500000 Penalty: 5200.437500
	Iteration 49Q: 3 clusters Score -5072178 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
Score: -5072215.500000 Penalty: 5200.437500
	Iteration 50Q: 3 clusters Score -5072216 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -5072274.500000 Penalty: 5200.437500
	Iteration 51Q: 3 clusters Score -5072274 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -5072289.500000 Penalty: 5200.437500
	Iteration 52Q: 3 clusters Score -5072290 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -5072317.000000 Penalty: 5200.437500
	Iteration 53Q: 3 clusters Score -5072317 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -5072343.000000 Penalty: 5200.437500
	Iteration 54Q: 3 clusters Score -5072343 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -5072362.500000 Penalty: 5200.437500
	Iteration 55Q: 3 clusters Score -5072362 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -5072380.000000 Penalty: 5200.437500
	Iteration 56Q: 3 clusters Score -5072380 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 33368 members 
Entering Unmasked Estep 
Score: -5072402.000000 Penalty: 5200.437500
	Iteration 57Q: 3 clusters Score -5072402 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -5072439.000000 Penalty: 5200.437500
	Iteration 58Q: 3 clusters Score -5072439 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -5072461.000000 Penalty: 5200.437500
	Iteration 59Q: 3 clusters Score -5072461 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -5072467.500000 Penalty: 5200.437500
	Iteration 60F: 3 clusters Score -5072468 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -5072475.000000 Penalty: 5200.437500
	Iteration 61Q: 3 clusters Score -5072475 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -5072474.000000 Penalty: 5200.437500
	Iteration 62Q: 3 clusters Score -5072474 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -5072490.500000 Penalty: 5200.437500
	Iteration 63Q: 3 clusters Score -5072490 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -5072505.000000 Penalty: 5200.437500
	Iteration 64Q: 3 clusters Score -5072505 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -5072524.000000 Penalty: 5200.437500
	Iteration 65Q: 3 clusters Score -5072524 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -5072538.500000 Penalty: 5200.437500
	Iteration 66Q: 3 clusters Score -5072538 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -5072544.000000 Penalty: 5200.437500
	Iteration 67Q: 3 clusters Score -5072544 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -5072558.500000 Penalty: 5200.437500
	Iteration 68Q: 3 clusters Score -5072558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -5072569.000000 Penalty: 5200.437500
	Iteration 69Q: 3 clusters Score -5072569 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -5072577.500000 Penalty: 5200.437500
	Iteration 70Q: 3 clusters Score -5072578 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -5072581.500000 Penalty: 5200.437500
	Iteration 71Q: 3 clusters Score -5072582 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -5072589.000000 Penalty: 5200.437500
	Iteration 72Q: 3 clusters Score -5072589 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -5072601.000000 Penalty: 5200.437500
	Iteration 73Q: 3 clusters Score -5072601 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -5072611.000000 Penalty: 5200.437500
	Iteration 74Q: 3 clusters Score -5072611 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 34092 members 
Entering Unmasked Estep 
Score: -5072614.500000 Penalty: 5200.437500
	Iteration 75Q: 3 clusters Score -5072614 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 34119 members 
Entering Unmasked Estep 
Score: -5072623.000000 Penalty: 5200.437500
	Iteration 76Q: 3 clusters Score -5072623 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -5072649.500000 Penalty: 5200.437500
	Iteration 77Q: 3 clusters Score -5072650 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -5072643.500000 Penalty: 5200.437500
	Iteration 78Q: 3 clusters Score -5072644 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -5072656.500000 Penalty: 5200.437500
	Iteration 79Q: 3 clusters Score -5072656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 34208 members 
Entering Unmasked Estep 
Score: -5072665.500000 Penalty: 5200.437500
	Iteration 80F: 3 clusters Score -5072666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -5072664.500000 Penalty: 5200.437500
	Iteration 81Q: 3 clusters Score -5072664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -5072665.500000 Penalty: 5200.437500
	Iteration 82Q: 3 clusters Score -5072666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -5072665.000000 Penalty: 5200.437500
	Iteration 83Q: 3 clusters Score -5072665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -5072663.500000 Penalty: 5200.437500
	Iteration 84Q: 3 clusters Score -5072664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 34238 members 
Entering Unmasked Estep 
Score: -5072672.000000 Penalty: 5200.437500
	Iteration 85Q: 3 clusters Score -5072672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -5072668.000000 Penalty: 5200.437500
	Iteration 86Q: 3 clusters Score -5072668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -5072674.500000 Penalty: 5200.437500
	Iteration 87Q: 3 clusters Score -5072674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -5072671.000000 Penalty: 5200.437500
	Iteration 88Q: 3 clusters Score -5072671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -5072677.500000 Penalty: 5200.437500
	Iteration 89Q: 3 clusters Score -5072678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -5072683.000000 Penalty: 5200.437500
	Iteration 90Q: 3 clusters Score -5072683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -5072680.000000 Penalty: 5200.437500
	Iteration 91Q: 3 clusters Score -5072680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -5072678.000000 Penalty: 5200.437500
	Iteration 92Q: 3 clusters Score -5072678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -5072679.500000 Penalty: 5200.437500
	Iteration 93Q: 3 clusters Score -5072680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -5072680.000000 Penalty: 5200.437500
	Iteration 94Q: 3 clusters Score -5072680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -5072679.500000 Penalty: 5200.437500
	Iteration 95Q: 3 clusters Score -5072680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -5072679.000000 Penalty: 5200.437500
	Iteration 96Q: 3 clusters Score -5072679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -5072689.000000 Penalty: 5200.437500
	Iteration 97Q: 3 clusters Score -5072689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 34321 members 
Entering Unmasked Estep 
Score: -5072689.500000 Penalty: 5200.437500
	Iteration 98Q: 3 clusters Score -5072690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -5072688.000000 Penalty: 5200.437500
	Iteration 99Q: 3 clusters Score -5072688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 34332 members 
Entering Unmasked Estep 
Score: -5072689.500000 Penalty: 5200.437500
	Iteration 100F: 3 clusters Score -5072690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 34341 members 
Entering Unmasked Estep 
Score: -5072688.000000 Penalty: 5200.437500
	Iteration 101Q: 3 clusters Score -5072688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -5072691.000000 Penalty: 5200.437500
	Iteration 102Q: 3 clusters Score -5072691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -5072694.000000 Penalty: 5200.437500
	Iteration 103Q: 3 clusters Score -5072694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -5072702.500000 Penalty: 5200.437500
	Iteration 104Q: 3 clusters Score -5072702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -5072695.500000 Penalty: 5200.437500
	Iteration 105Q: 3 clusters Score -5072696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
Score: -5072701.000000 Penalty: 5200.437500
	Iteration 106Q: 3 clusters Score -5072701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -5072698.500000 Penalty: 5200.437500
	Iteration 107Q: 3 clusters Score -5072698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 34372 members 
Entering Unmasked Estep 
Score: -5072695.000000 Penalty: 5200.437500
	Iteration 108Q: 3 clusters Score -5072695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -5072697.000000 Penalty: 5200.437500
	Iteration 109Q: 3 clusters Score -5072697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -5072699.500000 Penalty: 5200.437500
	Iteration 110Q: 3 clusters Score -5072700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -5072704.500000 Penalty: 5200.437500
	Iteration 111Q: 3 clusters Score -5072704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 34396 members 
Entering Unmasked Estep 
Score: -5072699.000000 Penalty: 5200.437500
	Iteration 112Q: 3 clusters Score -5072699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -5072702.500000 Penalty: 5200.437500
	Iteration 113Q: 3 clusters Score -5072702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -5072707.000000 Penalty: 5200.437500
	Iteration 114Q: 3 clusters Score -5072707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -5072711.500000 Penalty: 5200.437500
	Iteration 115Q: 3 clusters Score -5072712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -5072719.000000 Penalty: 5200.437500
	Iteration 116Q: 3 clusters Score -5072719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -5072722.500000 Penalty: 5200.437500
	Iteration 117Q: 3 clusters Score -5072722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -5072722.000000 Penalty: 5200.437500
	Iteration 118Q: 3 clusters Score -5072722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -5072728.000000 Penalty: 5200.437500
	Iteration 119Q: 3 clusters Score -5072728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -5072733.500000 Penalty: 5200.437500
	Iteration 120F: 3 clusters Score -5072734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Entering Unmasked Estep 
Score: -537734.625000 Penalty: 2051.724365
	Iteration 0F: 2 clusters Score -537734.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -533932.687500 Penalty: 4103.448730
	Iteration 0F: 3 clusters Score -533932.7 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -534788.812500 Penalty: 4103.448730
	Iteration 1F: 3 clusters Score -534788.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -534987.250000 Penalty: 4103.448730
	Iteration 2F: 3 clusters Score -534987.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -535076.750000 Penalty: 4103.448730
	Iteration 3Q: 3 clusters Score -535076.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -535132.750000 Penalty: 4103.448730
	Iteration 4Q: 3 clusters Score -535132.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -535175.312500 Penalty: 4103.448730
	Iteration 5Q: 3 clusters Score -535175.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -535207.500000 Penalty: 4103.448730
	Iteration 6Q: 3 clusters Score -535207.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -535238.312500 Penalty: 4103.448730
	Iteration 7Q: 3 clusters Score -535238.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -535256.750000 Penalty: 4103.448730
	Iteration 8Q: 3 clusters Score -535256.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -535275.187500 Penalty: 4103.448730
	Iteration 9Q: 3 clusters Score -535275.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -535297.562500 Penalty: 4103.448730
	Iteration 10Q: 3 clusters Score -535297.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -535320.125000 Penalty: 4103.448730
	Iteration 11Q: 3 clusters Score -535320.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -535339.437500 Penalty: 4103.448730
	Iteration 12Q: 3 clusters Score -535339.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -535359.062500 Penalty: 4103.448730
	Iteration 13Q: 3 clusters Score -535359.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -535374.250000 Penalty: 4103.448730
	Iteration 14Q: 3 clusters Score -535374.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -535385.125000 Penalty: 4103.448730
	Iteration 15Q: 3 clusters Score -535385.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -535393.750000 Penalty: 4103.448730
	Iteration 16Q: 3 clusters Score -535393.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -535400.250000 Penalty: 4103.448730
	Iteration 17Q: 3 clusters Score -535400.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -535404.125000 Penalty: 4103.448730
	Iteration 18Q: 3 clusters Score -535404.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -535408.812500 Penalty: 4103.448730
	Iteration 19Q: 3 clusters Score -535408.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -535411.125000 Penalty: 4103.448730
	Iteration 20F: 3 clusters Score -535411.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -535412.625000 Penalty: 4103.448730
	Iteration 21Q: 3 clusters Score -535412.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -535415.625000 Penalty: 4103.448730
	Iteration 22Q: 3 clusters Score -535415.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -535417.187500 Penalty: 4103.448730
	Iteration 23Q: 3 clusters Score -535417.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -535421.937500 Penalty: 4103.448730
	Iteration 24Q: 3 clusters Score -535421.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -535428.750000 Penalty: 4103.448730
	Iteration 25Q: 3 clusters Score -535428.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -535435.125000 Penalty: 4103.448730
	Iteration 26Q: 3 clusters Score -535435.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -535441.562500 Penalty: 4103.448730
	Iteration 27Q: 3 clusters Score -535441.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -535447.562500 Penalty: 4103.448730
	Iteration 28Q: 3 clusters Score -535447.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -535450.562500 Penalty: 4103.448730
	Iteration 29Q: 3 clusters Score -535450.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -535455.500000 Penalty: 4103.448730
	Iteration 30Q: 3 clusters Score -535455.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -535459.812500 Penalty: 4103.448730
	Iteration 31Q: 3 clusters Score -535459.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -535467.562500 Penalty: 4103.448730
	Iteration 32Q: 3 clusters Score -535467.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -535474.125000 Penalty: 4103.448730
	Iteration 33Q: 3 clusters Score -535474.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -535482.937500 Penalty: 4103.448730
	Iteration 34Q: 3 clusters Score -535482.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -535493.062500 Penalty: 4103.448730
	Iteration 35Q: 3 clusters Score -535493.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -535501.187500 Penalty: 4103.448730
	Iteration 36Q: 3 clusters Score -535501.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -535509.000000 Penalty: 4103.448730
	Iteration 37Q: 3 clusters Score -535509 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -535515.625000 Penalty: 4103.448730
	Iteration 38Q: 3 clusters Score -535515.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -535522.562500 Penalty: 4103.448730
	Iteration 39Q: 3 clusters Score -535522.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -535527.875000 Penalty: 4103.448730
	Iteration 40F: 3 clusters Score -535527.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -535533.750000 Penalty: 4103.448730
	Iteration 41Q: 3 clusters Score -535533.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -535540.062500 Penalty: 4103.448730
	Iteration 42Q: 3 clusters Score -535540.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -535547.562500 Penalty: 4103.448730
	Iteration 43Q: 3 clusters Score -535547.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -535551.937500 Penalty: 4103.448730
	Iteration 44Q: 3 clusters Score -535551.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -535558.875000 Penalty: 4103.448730
	Iteration 45Q: 3 clusters Score -535558.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -535565.437500 Penalty: 4103.448730
	Iteration 46Q: 3 clusters Score -535565.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -535574.125000 Penalty: 4103.448730
	Iteration 47Q: 3 clusters Score -535574.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -535585.625000 Penalty: 4103.448730
	Iteration 48Q: 3 clusters Score -535585.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -535597.937500 Penalty: 4103.448730
	Iteration 49Q: 3 clusters Score -535597.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -535613.937500 Penalty: 4103.448730
	Iteration 50Q: 3 clusters Score -535613.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -535625.812500 Penalty: 4103.448730
	Iteration 51Q: 3 clusters Score -535625.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -535640.062500 Penalty: 4103.448730
	Iteration 52Q: 3 clusters Score -535640.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -535652.000000 Penalty: 4103.448730
	Iteration 53Q: 3 clusters Score -535652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -535663.562500 Penalty: 4103.448730
	Iteration 54Q: 3 clusters Score -535663.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -535676.312500 Penalty: 4103.448730
	Iteration 55Q: 3 clusters Score -535676.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -535688.937500 Penalty: 4103.448730
	Iteration 56Q: 3 clusters Score -535688.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -535708.187500 Penalty: 4103.448730
	Iteration 57Q: 3 clusters Score -535708.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -535726.312500 Penalty: 4103.448730
	Iteration 58Q: 3 clusters Score -535726.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -535739.625000 Penalty: 4103.448730
	Iteration 59Q: 3 clusters Score -535739.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -535746.812500 Penalty: 4103.448730
	Iteration 60F: 3 clusters Score -535746.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -535757.500000 Penalty: 4103.448730
	Iteration 61Q: 3 clusters Score -535757.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -535775.250000 Penalty: 4103.448730
	Iteration 62Q: 3 clusters Score -535775.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -535790.500000 Penalty: 4103.448730
	Iteration 63Q: 3 clusters Score -535790.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -535799.875000 Penalty: 4103.448730
	Iteration 64Q: 3 clusters Score -535799.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -535808.812500 Penalty: 4103.448730
	Iteration 65Q: 3 clusters Score -535808.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -535817.125000 Penalty: 4103.448730
	Iteration 66Q: 3 clusters Score -535817.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -535822.000000 Penalty: 4103.448730
	Iteration 67Q: 3 clusters Score -535822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -535826.000000 Penalty: 4103.448730
	Iteration 68Q: 3 clusters Score -535826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -535828.625000 Penalty: 4103.448730
	Iteration 69Q: 3 clusters Score -535828.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -535832.500000 Penalty: 4103.448730
	Iteration 70Q: 3 clusters Score -535832.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -535836.250000 Penalty: 4103.448730
	Iteration 71Q: 3 clusters Score -535836.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -535838.250000 Penalty: 4103.448730
	Iteration 72Q: 3 clusters Score -535838.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -535839.687500 Penalty: 4103.448730
	Iteration 73Q: 3 clusters Score -535839.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -535838.812500 Penalty: 4103.448730
	Iteration 74Q: 3 clusters Score -535838.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -535839.562500 Penalty: 4103.448730
	Iteration 75Q: 3 clusters Score -535839.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -535839.562500 Penalty: 4103.448730
	Iteration 76F: 3 clusters Score -535839.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (180518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180518 members 
Entering Unmasked Estep 
Score: -25421228.000000 Penalty: 3001.689453
	Iteration 0F: 2 clusters Score -2.542123e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90290 members 
Mstep: Class 2 contains 90228 members 
Entering Unmasked Estep 
Score: -25315588.000000 Penalty: 6003.378906
	Iteration 0F: 3 clusters Score -2.531559e+07 nChanged 86366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91082 members 
Mstep: Class 2 contains 89436 members 
Entering Unmasked Estep 
Score: -25365920.000000 Penalty: 6003.378906
	Iteration 1F: 3 clusters Score -2.536592e+07 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91344 members 
Mstep: Class 2 contains 89174 members 
Entering Unmasked Estep 
Score: -25367428.000000 Penalty: 6003.378906
	Iteration 2Q: 3 clusters Score -2.536743e+07 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91901 members 
Mstep: Class 2 contains 88617 members 
Entering Unmasked Estep 
Score: -25369084.000000 Penalty: 6003.378906
	Iteration 3Q: 3 clusters Score -2.536908e+07 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92793 members 
Mstep: Class 2 contains 87725 members 
Entering Unmasked Estep 
Score: -25371400.000000 Penalty: 6003.378906
	Iteration 4Q: 3 clusters Score -2.53714e+07 nChanged 7902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94345 members 
Mstep: Class 2 contains 86173 members 
Entering Unmasked Estep 
Score: -25374414.000000 Penalty: 6003.378906
	Iteration 5Q: 3 clusters Score -2.537441e+07 nChanged 9290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96815 members 
Mstep: Class 2 contains 83703 members 
Entering Unmasked Estep 
Score: -25378854.000000 Penalty: 6003.378906
	Iteration 6F: 3 clusters Score -2.537885e+07 nChanged 11070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100141 members 
Mstep: Class 2 contains 80377 members 
Entering Unmasked Estep 
Score: -25385882.000000 Penalty: 6003.378906
	Iteration 7F: 3 clusters Score -2.538588e+07 nChanged 12665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103702 members 
Mstep: Class 2 contains 76816 members 
Entering Unmasked Estep 
Score: -25395624.000000 Penalty: 6003.378906
	Iteration 8F: 3 clusters Score -2.539562e+07 nChanged 12583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106197 members 
Mstep: Class 2 contains 74321 members 
Entering Unmasked Estep 
Score: -25404536.000000 Penalty: 6003.378906
	Iteration 9F: 3 clusters Score -2.540454e+07 nChanged 9303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106970 members 
Mstep: Class 2 contains 73548 members 
Entering Unmasked Estep 
Score: -25407980.000000 Penalty: 6003.378906
	Iteration 10F: 3 clusters Score -2.540798e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106866 members 
Mstep: Class 2 contains 73652 members 
Entering Unmasked Estep 
Score: -25408882.000000 Penalty: 6003.378906
	Iteration 11Q: 3 clusters Score -2.540888e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106478 members 
Mstep: Class 2 contains 74040 members 
Entering Unmasked Estep 
Score: -25409098.000000 Penalty: 6003.378906
	Iteration 12Q: 3 clusters Score -2.54091e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105951 members 
Mstep: Class 2 contains 74567 members 
Entering Unmasked Estep 
Score: -25409298.000000 Penalty: 6003.378906
	Iteration 13Q: 3 clusters Score -2.54093e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105280 members 
Mstep: Class 2 contains 75238 members 
Entering Unmasked Estep 
Score: -25409512.000000 Penalty: 6003.378906
	Iteration 14Q: 3 clusters Score -2.540951e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104648 members 
Mstep: Class 2 contains 75870 members 
Entering Unmasked Estep 
Score: -25409716.000000 Penalty: 6003.378906
	Iteration 15Q: 3 clusters Score -2.540972e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103936 members 
Mstep: Class 2 contains 76582 members 
Entering Unmasked Estep 
Score: -25409726.000000 Penalty: 6003.378906
	Iteration 16Q: 3 clusters Score -2.540973e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103133 members 
Mstep: Class 2 contains 77385 members 
Entering Unmasked Estep 
Score: -25409812.000000 Penalty: 6003.378906
	Iteration 17Q: 3 clusters Score -2.540981e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102284 members 
Mstep: Class 2 contains 78234 members 
Entering Unmasked Estep 
Score: -25409934.000000 Penalty: 6003.378906
	Iteration 18Q: 3 clusters Score -2.540993e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101370 members 
Mstep: Class 2 contains 79148 members 
Entering Unmasked Estep 
Score: -25410048.000000 Penalty: 6003.378906
	Iteration 19Q: 3 clusters Score -2.541005e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100402 members 
Mstep: Class 2 contains 80116 members 
Entering Unmasked Estep 
Score: -25410302.000000 Penalty: 6003.378906
	Iteration 20F: 3 clusters Score -2.54103e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99356 members 
Mstep: Class 2 contains 81162 members 
Entering Unmasked Estep 
Score: -25410496.000000 Penalty: 6003.378906
	Iteration 21Q: 3 clusters Score -2.54105e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98266 members 
Mstep: Class 2 contains 82252 members 
Entering Unmasked Estep 
Score: -25410470.000000 Penalty: 6003.378906
	Iteration 22Q: 3 clusters Score -2.541047e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97124 members 
Mstep: Class 2 contains 83394 members 
Entering Unmasked Estep 
Score: -25410606.000000 Penalty: 6003.378906
	Iteration 23Q: 3 clusters Score -2.541061e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95916 members 
Mstep: Class 2 contains 84602 members 
Entering Unmasked Estep 
Score: -25410702.000000 Penalty: 6003.378906
	Iteration 24Q: 3 clusters Score -2.54107e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94744 members 
Mstep: Class 2 contains 85774 members 
Entering Unmasked Estep 
Score: -25410852.000000 Penalty: 6003.378906
	Iteration 25Q: 3 clusters Score -2.541085e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93648 members 
Mstep: Class 2 contains 86870 members 
Entering Unmasked Estep 
Score: -25410920.000000 Penalty: 6003.378906
	Iteration 26Q: 3 clusters Score -2.541092e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92643 members 
Mstep: Class 2 contains 87875 members 
Entering Unmasked Estep 
Score: -25411072.000000 Penalty: 6003.378906
	Iteration 27Q: 3 clusters Score -2.541107e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91728 members 
Mstep: Class 2 contains 88790 members 
Entering Unmasked Estep 
Score: -25411128.000000 Penalty: 6003.378906
	Iteration 28Q: 3 clusters Score -2.541113e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90875 members 
Mstep: Class 2 contains 89643 members 
Entering Unmasked Estep 
Score: -25411308.000000 Penalty: 6003.378906
	Iteration 29Q: 3 clusters Score -2.541131e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90094 members 
Mstep: Class 2 contains 90424 members 
Entering Unmasked Estep 
Score: -25411316.000000 Penalty: 6003.378906
	Iteration 30Q: 3 clusters Score -2.541132e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89358 members 
Mstep: Class 2 contains 91160 members 
Entering Unmasked Estep 
Score: -25411400.000000 Penalty: 6003.378906
	Iteration 31Q: 3 clusters Score -2.54114e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88664 members 
Mstep: Class 2 contains 91854 members 
Entering Unmasked Estep 
Score: -25411520.000000 Penalty: 6003.378906
	Iteration 32Q: 3 clusters Score -2.541152e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88026 members 
Mstep: Class 2 contains 92492 members 
Entering Unmasked Estep 
Score: -25411584.000000 Penalty: 6003.378906
	Iteration 33Q: 3 clusters Score -2.541158e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87355 members 
Mstep: Class 2 contains 93163 members 
Entering Unmasked Estep 
Score: -25411530.000000 Penalty: 6003.378906
	Iteration 34Q: 3 clusters Score -2.541153e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86729 members 
Mstep: Class 2 contains 93789 members 
Entering Unmasked Estep 
Score: -25411474.000000 Penalty: 6003.378906
	Iteration 35Q: 3 clusters Score -2.541147e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86082 members 
Mstep: Class 2 contains 94436 members 
Entering Unmasked Estep 
Score: -25411392.000000 Penalty: 6003.378906
	Iteration 36Q: 3 clusters Score -2.541139e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85474 members 
Mstep: Class 2 contains 95044 members 
Entering Unmasked Estep 
Score: -25411408.000000 Penalty: 6003.378906
	Iteration 37Q: 3 clusters Score -2.541141e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84864 members 
Mstep: Class 2 contains 95654 members 
Entering Unmasked Estep 
Score: -25411478.000000 Penalty: 6003.378906
	Iteration 38Q: 3 clusters Score -2.541148e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84260 members 
Mstep: Class 2 contains 96258 members 
Entering Unmasked Estep 
Score: -25411586.000000 Penalty: 6003.378906
	Iteration 39Q: 3 clusters Score -2.541159e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83662 members 
Mstep: Class 2 contains 96856 members 
Entering Unmasked Estep 
Score: -25411732.000000 Penalty: 6003.378906
	Iteration 40F: 3 clusters Score -2.541173e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83211 members 
Mstep: Class 2 contains 97307 members 
Entering Unmasked Estep 
Score: -25411732.000000 Penalty: 6003.378906
	Iteration 41Q: 3 clusters Score -2.541173e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82796 members 
Mstep: Class 2 contains 97722 members 
Entering Unmasked Estep 
Score: -25411584.000000 Penalty: 6003.378906
	Iteration 42Q: 3 clusters Score -2.541158e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82453 members 
Mstep: Class 2 contains 98065 members 
Entering Unmasked Estep 
Score: -25411518.000000 Penalty: 6003.378906
	Iteration 43Q: 3 clusters Score -2.541152e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82154 members 
Mstep: Class 2 contains 98364 members 
Entering Unmasked Estep 
Score: -25411536.000000 Penalty: 6003.378906
	Iteration 44Q: 3 clusters Score -2.541154e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81905 members 
Mstep: Class 2 contains 98613 members 
Entering Unmasked Estep 
Score: -25411464.000000 Penalty: 6003.378906
	Iteration 45Q: 3 clusters Score -2.541146e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81699 members 
Mstep: Class 2 contains 98819 members 
Entering Unmasked Estep 
Score: -25411438.000000 Penalty: 6003.378906
	Iteration 46Q: 3 clusters Score -2.541144e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81503 members 
Mstep: Class 2 contains 99015 members 
Entering Unmasked Estep 
Score: -25411336.000000 Penalty: 6003.378906
	Iteration 47Q: 3 clusters Score -2.541134e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81339 members 
Mstep: Class 2 contains 99179 members 
Entering Unmasked Estep 
Score: -25411280.000000 Penalty: 6003.378906
	Iteration 48Q: 3 clusters Score -2.541128e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81181 members 
Mstep: Class 2 contains 99337 members 
Entering Unmasked Estep 
Score: -25411166.000000 Penalty: 6003.378906
	Iteration 49Q: 3 clusters Score -2.541117e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81041 members 
Mstep: Class 2 contains 99477 members 
Entering Unmasked Estep 
Score: -25411134.000000 Penalty: 6003.378906
	Iteration 50Q: 3 clusters Score -2.541113e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80949 members 
Mstep: Class 2 contains 99569 members 
Entering Unmasked Estep 
Score: -25411100.000000 Penalty: 6003.378906
	Iteration 51Q: 3 clusters Score -2.54111e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80912 members 
Mstep: Class 2 contains 99606 members 
Entering Unmasked Estep 
Score: -25411062.000000 Penalty: 6003.378906
	Iteration 52Q: 3 clusters Score -2.541106e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80912 members 
Mstep: Class 2 contains 99606 members 
Entering Unmasked Estep 
Score: -25411118.000000 Penalty: 6003.378906
	Iteration 53Q: 3 clusters Score -2.541112e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80934 members 
Mstep: Class 2 contains 99584 members 
Entering Unmasked Estep 
Score: -25411082.000000 Penalty: 6003.378906
	Iteration 54Q: 3 clusters Score -2.541108e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80996 members 
Mstep: Class 2 contains 99522 members 
Entering Unmasked Estep 
Score: -25411010.000000 Penalty: 6003.378906
	Iteration 55Q: 3 clusters Score -2.541101e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81117 members 
Mstep: Class 2 contains 99401 members 
Entering Unmasked Estep 
Score: -25411000.000000 Penalty: 6003.378906
	Iteration 56Q: 3 clusters Score -2.5411e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81268 members 
Mstep: Class 2 contains 99250 members 
Entering Unmasked Estep 
Score: -25410958.000000 Penalty: 6003.378906
	Iteration 57Q: 3 clusters Score -2.541096e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81458 members 
Mstep: Class 2 contains 99060 members 
Entering Unmasked Estep 
Score: -25410992.000000 Penalty: 6003.378906
	Iteration 58Q: 3 clusters Score -2.541099e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81666 members 
Mstep: Class 2 contains 98852 members 
Entering Unmasked Estep 
Score: -25410988.000000 Penalty: 6003.378906
	Iteration 59Q: 3 clusters Score -2.541099e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81871 members 
Mstep: Class 2 contains 98647 members 
Entering Unmasked Estep 
Score: -25411010.000000 Penalty: 6003.378906
	Iteration 60F: 3 clusters Score -2.541101e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82116 members 
Mstep: Class 2 contains 98402 members 
Entering Unmasked Estep 
Score: -25411006.000000 Penalty: 6003.378906
	Iteration 61Q: 3 clusters Score -2.541101e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82361 members 
Mstep: Class 2 contains 98157 members 
Entering Unmasked Estep 
Score: -25411022.000000 Penalty: 6003.378906
	Iteration 62Q: 3 clusters Score -2.541102e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82579 members 
Mstep: Class 2 contains 97939 members 
Entering Unmasked Estep 
Score: -25411046.000000 Penalty: 6003.378906
	Iteration 63Q: 3 clusters Score -2.541105e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82821 members 
Mstep: Class 2 contains 97697 members 
Entering Unmasked Estep 
Score: -25410992.000000 Penalty: 6003.378906
	Iteration 64Q: 3 clusters Score -2.541099e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83071 members 
Mstep: Class 2 contains 97447 members 
Entering Unmasked Estep 
Score: -25411046.000000 Penalty: 6003.378906
	Iteration 65Q: 3 clusters Score -2.541105e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83295 members 
Mstep: Class 2 contains 97223 members 
Entering Unmasked Estep 
Score: -25411076.000000 Penalty: 6003.378906
	Iteration 66Q: 3 clusters Score -2.541108e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83516 members 
Mstep: Class 2 contains 97002 members 
Entering Unmasked Estep 
Score: -25411134.000000 Penalty: 6003.378906
	Iteration 67Q: 3 clusters Score -2.541113e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83721 members 
Mstep: Class 2 contains 96797 members 
Entering Unmasked Estep 
Score: -25411192.000000 Penalty: 6003.378906
	Iteration 68Q: 3 clusters Score -2.541119e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83927 members 
Mstep: Class 2 contains 96591 members 
Entering Unmasked Estep 
Score: -25411218.000000 Penalty: 6003.378906
	Iteration 69Q: 3 clusters Score -2.541122e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84162 members 
Mstep: Class 2 contains 96356 members 
Entering Unmasked Estep 
Score: -25411286.000000 Penalty: 6003.378906
	Iteration 70Q: 3 clusters Score -2.541129e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84371 members 
Mstep: Class 2 contains 96147 members 
Entering Unmasked Estep 
Score: -25411356.000000 Penalty: 6003.378906
	Iteration 71Q: 3 clusters Score -2.541136e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84565 members 
Mstep: Class 2 contains 95953 members 
Entering Unmasked Estep 
Score: -25411384.000000 Penalty: 6003.378906
	Iteration 72Q: 3 clusters Score -2.541138e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84758 members 
Mstep: Class 2 contains 95760 members 
Entering Unmasked Estep 
Score: -25411434.000000 Penalty: 6003.378906
	Iteration 73Q: 3 clusters Score -2.541143e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85019 members 
Mstep: Class 2 contains 95499 members 
Entering Unmasked Estep 
Score: -25411574.000000 Penalty: 6003.378906
	Iteration 74Q: 3 clusters Score -2.541157e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85309 members 
Mstep: Class 2 contains 95209 members 
Entering Unmasked Estep 
Score: -25411628.000000 Penalty: 6003.378906
	Iteration 75Q: 3 clusters Score -2.541163e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85605 members 
Mstep: Class 2 contains 94913 members 
Entering Unmasked Estep 
Score: -25411702.000000 Penalty: 6003.378906
	Iteration 76Q: 3 clusters Score -2.54117e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85925 members 
Mstep: Class 2 contains 94593 members 
Entering Unmasked Estep 
Score: -25411860.000000 Penalty: 6003.378906
	Iteration 77Q: 3 clusters Score -2.541186e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86209 members 
Mstep: Class 2 contains 94309 members 
Entering Unmasked Estep 
Score: -25411936.000000 Penalty: 6003.378906
	Iteration 78Q: 3 clusters Score -2.541194e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86496 members 
Mstep: Class 2 contains 94022 members 
Entering Unmasked Estep 
Score: -25411932.000000 Penalty: 6003.378906
	Iteration 79Q: 3 clusters Score -2.541193e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86788 members 
Mstep: Class 2 contains 93730 members 
Entering Unmasked Estep 
Score: -25412082.000000 Penalty: 6003.378906
	Iteration 80F: 3 clusters Score -2.541208e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87104 members 
Mstep: Class 2 contains 93414 members 
Entering Unmasked Estep 
Score: -25412064.000000 Penalty: 6003.378906
	Iteration 81Q: 3 clusters Score -2.541206e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87427 members 
Mstep: Class 2 contains 93091 members 
Entering Unmasked Estep 
Score: -25412136.000000 Penalty: 6003.378906
	Iteration 82Q: 3 clusters Score -2.541214e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87731 members 
Mstep: Class 2 contains 92787 members 
Entering Unmasked Estep 
Score: -25412230.000000 Penalty: 6003.378906
	Iteration 83Q: 3 clusters Score -2.541223e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88074 members 
Mstep: Class 2 contains 92444 members 
Entering Unmasked Estep 
Score: -25412116.000000 Penalty: 6003.378906
	Iteration 84Q: 3 clusters Score -2.541212e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88399 members 
Mstep: Class 2 contains 92119 members 
Entering Unmasked Estep 
Score: -25412102.000000 Penalty: 6003.378906
	Iteration 85Q: 3 clusters Score -2.54121e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88693 members 
Mstep: Class 2 contains 91825 members 
Entering Unmasked Estep 
Score: -25412106.000000 Penalty: 6003.378906
	Iteration 86Q: 3 clusters Score -2.541211e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88957 members 
Mstep: Class 2 contains 91561 members 
Entering Unmasked Estep 
Score: -25412132.000000 Penalty: 6003.378906
	Iteration 87Q: 3 clusters Score -2.541213e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89183 members 
Mstep: Class 2 contains 91335 members 
Entering Unmasked Estep 
Score: -25412142.000000 Penalty: 6003.378906
	Iteration 88Q: 3 clusters Score -2.541214e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89411 members 
Mstep: Class 2 contains 91107 members 
Entering Unmasked Estep 
Score: -25412200.000000 Penalty: 6003.378906
	Iteration 89Q: 3 clusters Score -2.54122e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89620 members 
Mstep: Class 2 contains 90898 members 
Entering Unmasked Estep 
Score: -25412216.000000 Penalty: 6003.378906
	Iteration 90Q: 3 clusters Score -2.541222e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89795 members 
Mstep: Class 2 contains 90723 members 
Entering Unmasked Estep 
Score: -25412160.000000 Penalty: 6003.378906
	Iteration 91Q: 3 clusters Score -2.541216e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89952 members 
Mstep: Class 2 contains 90566 members 
Entering Unmasked Estep 
Score: -25412258.000000 Penalty: 6003.378906
	Iteration 92Q: 3 clusters Score -2.541226e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90139 members 
Mstep: Class 2 contains 90379 members 
Entering Unmasked Estep 
Score: -25412304.000000 Penalty: 6003.378906
	Iteration 93Q: 3 clusters Score -2.54123e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90323 members 
Mstep: Class 2 contains 90195 members 
Entering Unmasked Estep 
Score: -25412306.000000 Penalty: 6003.378906
	Iteration 94Q: 3 clusters Score -2.541231e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90516 members 
Mstep: Class 2 contains 90002 members 
Entering Unmasked Estep 
Score: -25412254.000000 Penalty: 6003.378906
	Iteration 95Q: 3 clusters Score -2.541225e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90709 members 
Mstep: Class 2 contains 89809 members 
Entering Unmasked Estep 
Score: -25412290.000000 Penalty: 6003.378906
	Iteration 96Q: 3 clusters Score -2.541229e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90893 members 
Mstep: Class 2 contains 89625 members 
Entering Unmasked Estep 
Score: -25412284.000000 Penalty: 6003.378906
	Iteration 97Q: 3 clusters Score -2.541228e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91101 members 
Mstep: Class 2 contains 89417 members 
Entering Unmasked Estep 
Score: -25412328.000000 Penalty: 6003.378906
	Iteration 98Q: 3 clusters Score -2.541233e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91307 members 
Mstep: Class 2 contains 89211 members 
Entering Unmasked Estep 
Score: -25412292.000000 Penalty: 6003.378906
	Iteration 99Q: 3 clusters Score -2.541229e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91492 members 
Mstep: Class 2 contains 89026 members 
Entering Unmasked Estep 
Score: -25412330.000000 Penalty: 6003.378906
	Iteration 100F: 3 clusters Score -2.541233e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91653 members 
Mstep: Class 2 contains 88865 members 
Entering Unmasked Estep 
Score: -25412390.000000 Penalty: 6003.378906
	Iteration 101Q: 3 clusters Score -2.541239e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91822 members 
Mstep: Class 2 contains 88696 members 
Entering Unmasked Estep 
Score: -25412414.000000 Penalty: 6003.378906
	Iteration 102Q: 3 clusters Score -2.541241e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91979 members 
Mstep: Class 2 contains 88539 members 
Entering Unmasked Estep 
Score: -25412432.000000 Penalty: 6003.378906
	Iteration 103Q: 3 clusters Score -2.541243e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92131 members 
Mstep: Class 2 contains 88387 members 
Entering Unmasked Estep 
Score: -25412388.000000 Penalty: 6003.378906
	Iteration 104Q: 3 clusters Score -2.541239e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92280 members 
Mstep: Class 2 contains 88238 members 
Entering Unmasked Estep 
Score: -25412420.000000 Penalty: 6003.378906
	Iteration 105Q: 3 clusters Score -2.541242e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92420 members 
Mstep: Class 2 contains 88098 members 
Entering Unmasked Estep 
Score: -25412440.000000 Penalty: 6003.378906
	Iteration 106Q: 3 clusters Score -2.541244e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92567 members 
Mstep: Class 2 contains 87951 members 
Entering Unmasked Estep 
Score: -25412390.000000 Penalty: 6003.378906
	Iteration 107Q: 3 clusters Score -2.541239e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92698 members 
Mstep: Class 2 contains 87820 members 
Entering Unmasked Estep 
Score: -25412324.000000 Penalty: 6003.378906
	Iteration 108Q: 3 clusters Score -2.541232e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92822 members 
Mstep: Class 2 contains 87696 members 
Entering Unmasked Estep 
Score: -25412344.000000 Penalty: 6003.378906
	Iteration 109Q: 3 clusters Score -2.541234e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92951 members 
Mstep: Class 2 contains 87567 members 
Entering Unmasked Estep 
Score: -25412342.000000 Penalty: 6003.378906
	Iteration 110Q: 3 clusters Score -2.541234e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93083 members 
Mstep: Class 2 contains 87435 members 
Entering Unmasked Estep 
Score: -25412288.000000 Penalty: 6003.378906
	Iteration 111Q: 3 clusters Score -2.541229e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93218 members 
Mstep: Class 2 contains 87300 members 
Entering Unmasked Estep 
Score: -25412206.000000 Penalty: 6003.378906
	Iteration 112Q: 3 clusters Score -2.541221e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93323 members 
Mstep: Class 2 contains 87195 members 
Entering Unmasked Estep 
Score: -25412236.000000 Penalty: 6003.378906
	Iteration 113Q: 3 clusters Score -2.541224e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93409 members 
Mstep: Class 2 contains 87109 members 
Entering Unmasked Estep 
Score: -25412238.000000 Penalty: 6003.378906
	Iteration 114Q: 3 clusters Score -2.541224e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93471 members 
Mstep: Class 2 contains 87047 members 
Entering Unmasked Estep 
Score: -25412300.000000 Penalty: 6003.378906
	Iteration 115Q: 3 clusters Score -2.54123e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93524 members 
Mstep: Class 2 contains 86994 members 
Entering Unmasked Estep 
Score: -25412316.000000 Penalty: 6003.378906
	Iteration 116Q: 3 clusters Score -2.541232e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93594 members 
Mstep: Class 2 contains 86924 members 
Entering Unmasked Estep 
Score: -25412308.000000 Penalty: 6003.378906
	Iteration 117Q: 3 clusters Score -2.541231e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93641 members 
Mstep: Class 2 contains 86877 members 
Entering Unmasked Estep 
Score: -25412332.000000 Penalty: 6003.378906
	Iteration 118Q: 3 clusters Score -2.541233e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93688 members 
Mstep: Class 2 contains 86830 members 
Entering Unmasked Estep 
Score: -25412356.000000 Penalty: 6003.378906
	Iteration 119Q: 3 clusters Score -2.541236e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93726 members 
Mstep: Class 2 contains 86792 members 
Entering Unmasked Estep 
Score: -25412324.000000 Penalty: 6003.378906
	Iteration 120F: 3 clusters Score -2.541232e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93753 members 
Mstep: Class 2 contains 86765 members 
Entering Unmasked Estep 
Score: -25412302.000000 Penalty: 6003.378906
	Iteration 121Q: 3 clusters Score -2.54123e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93775 members 
Mstep: Class 2 contains 86743 members 
Entering Unmasked Estep 
Score: -25412318.000000 Penalty: 6003.378906
	Iteration 122Q: 3 clusters Score -2.541232e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93795 members 
Mstep: Class 2 contains 86723 members 
Entering Unmasked Estep 
Score: -25412348.000000 Penalty: 6003.378906
	Iteration 123Q: 3 clusters Score -2.541235e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93815 members 
Mstep: Class 2 contains 86703 members 
Entering Unmasked Estep 
Score: -25412324.000000 Penalty: 6003.378906
	Iteration 124Q: 3 clusters Score -2.541232e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93844 members 
Mstep: Class 2 contains 86674 members 
Entering Unmasked Estep 
Score: -25412318.000000 Penalty: 6003.378906
	Iteration 125Q: 3 clusters Score -2.541232e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93879 members 
Mstep: Class 2 contains 86639 members 
Entering Unmasked Estep 
Score: -25412326.000000 Penalty: 6003.378906
	Iteration 126Q: 3 clusters Score -2.541233e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93911 members 
Mstep: Class 2 contains 86607 members 
Entering Unmasked Estep 
Score: -25412308.000000 Penalty: 6003.378906
	Iteration 127Q: 3 clusters Score -2.541231e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93926 members 
Mstep: Class 2 contains 86592 members 
Entering Unmasked Estep 
Score: -25412308.000000 Penalty: 6003.378906
	Iteration 128Q: 3 clusters Score -2.541231e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93939 members 
Mstep: Class 2 contains 86579 members 
Entering Unmasked Estep 
Score: -25412330.000000 Penalty: 6003.378906
	Iteration 129Q: 3 clusters Score -2.541233e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93947 members 
Mstep: Class 2 contains 86571 members 
Entering Unmasked Estep 
Score: -25412316.000000 Penalty: 6003.378906
	Iteration 130Q: 3 clusters Score -2.541232e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93953 members 
Mstep: Class 2 contains 86565 members 
Entering Unmasked Estep 
Score: -25412270.000000 Penalty: 6003.378906
	Iteration 131Q: 3 clusters Score -2.541227e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93968 members 
Mstep: Class 2 contains 86550 members 
Entering Unmasked Estep 
Score: -25412290.000000 Penalty: 6003.378906
	Iteration 132Q: 3 clusters Score -2.541229e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93971 members 
Mstep: Class 2 contains 86547 members 
Entering Unmasked Estep 
Score: -25412322.000000 Penalty: 6003.378906
	Iteration 133Q: 3 clusters Score -2.541232e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93974 members 
Mstep: Class 2 contains 86544 members 
Entering Unmasked Estep 
Score: -25412322.000000 Penalty: 6003.378906
	Iteration 134Q: 3 clusters Score -2.541232e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93974 members 
Mstep: Class 2 contains 86544 members 
Entering Unmasked Estep 
Score: -25412318.000000 Penalty: 6003.378906
	Iteration 135Q: 3 clusters Score -2.541232e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93968 members 
Mstep: Class 2 contains 86550 members 
Entering Unmasked Estep 
Score: -25412310.000000 Penalty: 6003.378906
	Iteration 136Q: 3 clusters Score -2.541231e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93952 members 
Mstep: Class 2 contains 86566 members 
Entering Unmasked Estep 
Score: -25412334.000000 Penalty: 6003.378906
	Iteration 137Q: 3 clusters Score -2.541233e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93948 members 
Mstep: Class 2 contains 86570 members 
Entering Unmasked Estep 
Score: -25412366.000000 Penalty: 6003.378906
	Iteration 138Q: 3 clusters Score -2.541237e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93933 members 
Mstep: Class 2 contains 86585 members 
Entering Unmasked Estep 
Score: -25412352.000000 Penalty: 6003.378906
	Iteration 139Q: 3 clusters Score -2.541235e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93927 members 
Mstep: Class 2 contains 86591 members 
Entering Unmasked Estep 
Score: -25412372.000000 Penalty: 6003.378906
	Iteration 140F: 3 clusters Score -2.541237e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93923 members 
Mstep: Class 2 contains 86595 members 
Entering Unmasked Estep 
Score: -25412366.000000 Penalty: 6003.378906
	Iteration 141Q: 3 clusters Score -2.541237e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93923 members 
Mstep: Class 2 contains 86595 members 
Entering Unmasked Estep 
Score: -25412368.000000 Penalty: 6003.378906
	Iteration 142Q: 3 clusters Score -2.541237e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93923 members 
Mstep: Class 2 contains 86595 members 
Entering Unmasked Estep 
Score: -25412362.000000 Penalty: 6003.378906
	Iteration 143Q: 3 clusters Score -2.541236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93924 members 
Mstep: Class 2 contains 86594 members 
Entering Unmasked Estep 
Score: -25412344.000000 Penalty: 6003.378906
	Iteration 144Q: 3 clusters Score -2.541234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93924 members 
Mstep: Class 2 contains 86594 members 
Entering Unmasked Estep 
Score: -25412334.000000 Penalty: 6003.378906
	Iteration 145Q: 3 clusters Score -2.541233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93922 members 
Mstep: Class 2 contains 86596 members 
Entering Unmasked Estep 
Score: -25412324.000000 Penalty: 6003.378906
	Iteration 146Q: 3 clusters Score -2.541232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93924 members 
Mstep: Class 2 contains 86594 members 
Entering Unmasked Estep 
Score: -25412338.000000 Penalty: 6003.378906
	Iteration 147Q: 3 clusters Score -2.541234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93926 members 
Mstep: Class 2 contains 86592 members 
Entering Unmasked Estep 
Score: -25412334.000000 Penalty: 6003.378906
	Iteration 148Q: 3 clusters Score -2.541233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93925 members 
Mstep: Class 2 contains 86593 members 
Entering Unmasked Estep 
Score: -25412324.000000 Penalty: 6003.378906
	Iteration 149Q: 3 clusters Score -2.541232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93924 members 
Mstep: Class 2 contains 86594 members 
Entering Unmasked Estep 
Score: -25412324.000000 Penalty: 6003.378906
	Iteration 150Q: 3 clusters Score -2.541232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93925 members 
Mstep: Class 2 contains 86593 members 
Entering Unmasked Estep 
Score: -25412322.000000 Penalty: 6003.378906
	Iteration 151Q: 3 clusters Score -2.541232e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93925 members 
Mstep: Class 2 contains 86593 members 
Entering Unmasked Estep 
Score: -25412322.000000 Penalty: 6003.378906
	Iteration 152F: 3 clusters Score -2.541232e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Entering Unmasked Estep 
Score: -294173.187500 Penalty: 1901.339233
	Iteration 0F: 2 clusters Score -294173.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -291412.625000 Penalty: 3802.678467
	Iteration 0F: 3 clusters Score -291412.6 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -291915.312500 Penalty: 3802.678467
	Iteration 1F: 3 clusters Score -291915.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -292048.281250 Penalty: 3802.678467
	Iteration 2F: 3 clusters Score -292048.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -292116.750000 Penalty: 3802.678467
	Iteration 3Q: 3 clusters Score -292116.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -292163.062500 Penalty: 3802.678467
	Iteration 4Q: 3 clusters Score -292163.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -292190.000000 Penalty: 3802.678467
	Iteration 5Q: 3 clusters Score -292190 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -292213.125000 Penalty: 3802.678467
	Iteration 6Q: 3 clusters Score -292213.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -292237.406250 Penalty: 3802.678467
	Iteration 7Q: 3 clusters Score -292237.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -292260.937500 Penalty: 3802.678467
	Iteration 8Q: 3 clusters Score -292260.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -292274.625000 Penalty: 3802.678467
	Iteration 9Q: 3 clusters Score -292274.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -292286.781250 Penalty: 3802.678467
	Iteration 10Q: 3 clusters Score -292286.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -292293.937500 Penalty: 3802.678467
	Iteration 11Q: 3 clusters Score -292293.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -292300.062500 Penalty: 3802.678467
	Iteration 12Q: 3 clusters Score -292300.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -292306.500000 Penalty: 3802.678467
	Iteration 13Q: 3 clusters Score -292306.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -292314.718750 Penalty: 3802.678467
	Iteration 14Q: 3 clusters Score -292314.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -292323.312500 Penalty: 3802.678467
	Iteration 15Q: 3 clusters Score -292323.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -292331.968750 Penalty: 3802.678467
	Iteration 16Q: 3 clusters Score -292332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -292335.218750 Penalty: 3802.678467
	Iteration 17Q: 3 clusters Score -292335.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -292340.187500 Penalty: 3802.678467
	Iteration 18Q: 3 clusters Score -292340.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -292343.500000 Penalty: 3802.678467
	Iteration 19Q: 3 clusters Score -292343.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -292347.375000 Penalty: 3802.678467
	Iteration 20F: 3 clusters Score -292347.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -292352.093750 Penalty: 3802.678467
	Iteration 21Q: 3 clusters Score -292352.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -292357.968750 Penalty: 3802.678467
	Iteration 22Q: 3 clusters Score -292358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -292363.593750 Penalty: 3802.678467
	Iteration 23Q: 3 clusters Score -292363.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -292368.312500 Penalty: 3802.678467
	Iteration 24Q: 3 clusters Score -292368.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -292370.437500 Penalty: 3802.678467
	Iteration 25Q: 3 clusters Score -292370.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -292373.218750 Penalty: 3802.678467
	Iteration 26Q: 3 clusters Score -292373.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -292377.093750 Penalty: 3802.678467
	Iteration 27Q: 3 clusters Score -292377.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -292381.468750 Penalty: 3802.678467
	Iteration 28Q: 3 clusters Score -292381.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -292382.781250 Penalty: 3802.678467
	Iteration 29Q: 3 clusters Score -292382.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -292385.031250 Penalty: 3802.678467
	Iteration 30Q: 3 clusters Score -292385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -292387.187500 Penalty: 3802.678467
	Iteration 31Q: 3 clusters Score -292387.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -292387.750000 Penalty: 3802.678467
	Iteration 32Q: 3 clusters Score -292387.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -292388.812500 Penalty: 3802.678467
	Iteration 33Q: 3 clusters Score -292388.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -292388.812500 Penalty: 3802.678467
	Iteration 34F: 3 clusters Score -292388.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -81267.898438 Penalty: 1583.946045
	Iteration 0F: 2 clusters Score -81267.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -79642.773438 Penalty: 3167.892090
	Iteration 0F: 3 clusters Score -79642.77 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -79854.804688 Penalty: 3167.892090
	Iteration 1F: 3 clusters Score -79854.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -79916.335938 Penalty: 3167.892090
	Iteration 2Q: 3 clusters Score -79916.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -79934.906250 Penalty: 3167.892090
	Iteration 3Q: 3 clusters Score -79934.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -79940.250000 Penalty: 3167.892090
	Iteration 4Q: 3 clusters Score -79940.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -79943.460938 Penalty: 3167.892090
	Iteration 5Q: 3 clusters Score -79943.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -79944.671875 Penalty: 3167.892090
	Iteration 6Q: 3 clusters Score -79944.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -79944.671875 Penalty: 3167.892090
	Iteration 7F: 3 clusters Score -79944.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Entering Unmasked Estep 
Score: -494441.968750 Penalty: 2034.147705
	Iteration 0F: 2 clusters Score -494442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -490740.312500 Penalty: 4068.295410
	Iteration 0F: 3 clusters Score -490740.3 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -491534.656250 Penalty: 4068.295410
	Iteration 1F: 3 clusters Score -491534.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -491725.062500 Penalty: 4068.295410
	Iteration 2F: 3 clusters Score -491725.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -491833.031250 Penalty: 4068.295410
	Iteration 3Q: 3 clusters Score -491833 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -491908.718750 Penalty: 4068.295410
	Iteration 4Q: 3 clusters Score -491908.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -491990.000000 Penalty: 4068.295410
	Iteration 5Q: 3 clusters Score -491990 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -492076.000000 Penalty: 4068.295410
	Iteration 6Q: 3 clusters Score -492076 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -492175.187500 Penalty: 4068.295410
	Iteration 7Q: 3 clusters Score -492175.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -492255.687500 Penalty: 4068.295410
	Iteration 8Q: 3 clusters Score -492255.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -492344.562500 Penalty: 4068.295410
	Iteration 9Q: 3 clusters Score -492344.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -492421.406250 Penalty: 4068.295410
	Iteration 10Q: 3 clusters Score -492421.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -492491.656250 Penalty: 4068.295410
	Iteration 11Q: 3 clusters Score -492491.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -492571.812500 Penalty: 4068.295410
	Iteration 12Q: 3 clusters Score -492571.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -492629.093750 Penalty: 4068.295410
	Iteration 13Q: 3 clusters Score -492629.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -492682.218750 Penalty: 4068.295410
	Iteration 14Q: 3 clusters Score -492682.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -492738.187500 Penalty: 4068.295410
	Iteration 15Q: 3 clusters Score -492738.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -492792.375000 Penalty: 4068.295410
	Iteration 16Q: 3 clusters Score -492792.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -492836.937500 Penalty: 4068.295410
	Iteration 17Q: 3 clusters Score -492836.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -492875.406250 Penalty: 4068.295410
	Iteration 18Q: 3 clusters Score -492875.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -492908.781250 Penalty: 4068.295410
	Iteration 19Q: 3 clusters Score -492908.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -492942.062500 Penalty: 4068.295410
	Iteration 20F: 3 clusters Score -492942.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -492968.250000 Penalty: 4068.295410
	Iteration 21Q: 3 clusters Score -492968.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -492992.000000 Penalty: 4068.295410
	Iteration 22Q: 3 clusters Score -492992 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -493009.625000 Penalty: 4068.295410
	Iteration 23Q: 3 clusters Score -493009.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -493023.406250 Penalty: 4068.295410
	Iteration 24Q: 3 clusters Score -493023.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -493035.625000 Penalty: 4068.295410
	Iteration 25Q: 3 clusters Score -493035.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -493050.187500 Penalty: 4068.295410
	Iteration 26Q: 3 clusters Score -493050.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -493060.000000 Penalty: 4068.295410
	Iteration 27Q: 3 clusters Score -493060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -493066.125000 Penalty: 4068.295410
	Iteration 28Q: 3 clusters Score -493066.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -493073.437500 Penalty: 4068.295410
	Iteration 29Q: 3 clusters Score -493073.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -493076.656250 Penalty: 4068.295410
	Iteration 30Q: 3 clusters Score -493076.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -493081.468750 Penalty: 4068.295410
	Iteration 31Q: 3 clusters Score -493081.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -493087.656250 Penalty: 4068.295410
	Iteration 32Q: 3 clusters Score -493087.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -493093.125000 Penalty: 4068.295410
	Iteration 33Q: 3 clusters Score -493093.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -493098.375000 Penalty: 4068.295410
	Iteration 34Q: 3 clusters Score -493098.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -493100.500000 Penalty: 4068.295410
	Iteration 35Q: 3 clusters Score -493100.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -493102.968750 Penalty: 4068.295410
	Iteration 36Q: 3 clusters Score -493103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -493103.500000 Penalty: 4068.295410
	Iteration 37Q: 3 clusters Score -493103.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -493105.093750 Penalty: 4068.295410
	Iteration 38Q: 3 clusters Score -493105.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -493106.218750 Penalty: 4068.295410
	Iteration 39Q: 3 clusters Score -493106.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -493109.156250 Penalty: 4068.295410
	Iteration 40F: 3 clusters Score -493109.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -493114.093750 Penalty: 4068.295410
	Iteration 41Q: 3 clusters Score -493114.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -493116.031250 Penalty: 4068.295410
	Iteration 42Q: 3 clusters Score -493116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -493117.312500 Penalty: 4068.295410
	Iteration 43Q: 3 clusters Score -493117.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -493117.312500 Penalty: 4068.295410
	Iteration 44F: 3 clusters Score -493117.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (95 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Entering Unmasked Estep 
Score: -9003.604492 Penalty: 1129.361450
	Iteration 0F: 2 clusters Score -9003.604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -8276.814453 Penalty: 2258.722900
	Iteration 0F: 3 clusters Score -8276.814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -8319.761719 Penalty: 2258.722900
	Iteration 1Q: 3 clusters Score -8319.762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -8319.761719 Penalty: 2258.722900
	Iteration 2F: 3 clusters Score -8319.762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -24670.173828 Penalty: 1346.477661
	Iteration 0F: 2 clusters Score -24670.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -23559.964844 Penalty: 2692.955322
	Iteration 0F: 3 clusters Score -23559.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -23667.955078 Penalty: 2692.955322
	Iteration 1F: 3 clusters Score -23667.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -23723.433594 Penalty: 2692.955322
	Iteration 2Q: 3 clusters Score -23723.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -23736.865234 Penalty: 2692.955322
	Iteration 3Q: 3 clusters Score -23736.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -23739.835938 Penalty: 2692.955322
	Iteration 4Q: 3 clusters Score -23739.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -23739.835938 Penalty: 2692.955322
	Iteration 5F: 3 clusters Score -23739.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -33150.343750 Penalty: 1423.468628
	Iteration 0F: 2 clusters Score -33150.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -31962.539062 Penalty: 2846.937256
	Iteration 0F: 3 clusters Score -31962.54 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -32150.578125 Penalty: 2846.937256
	Iteration 1F: 3 clusters Score -32150.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32248.033203 Penalty: 2846.937256
	Iteration 2F: 3 clusters Score -32248.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -32345.017578 Penalty: 2846.937256
	Iteration 3Q: 3 clusters Score -32345.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -32424.787109 Penalty: 2846.937256
	Iteration 4Q: 3 clusters Score -32424.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -32437.980469 Penalty: 2846.937256
	Iteration 5Q: 3 clusters Score -32437.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -32449.238281 Penalty: 2846.937256
	Iteration 6Q: 3 clusters Score -32449.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -32452.107422 Penalty: 2846.937256
	Iteration 7Q: 3 clusters Score -32452.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -32457.904297 Penalty: 2846.937256
	Iteration 8Q: 3 clusters Score -32457.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -32473.001953 Penalty: 2846.937256
	Iteration 9Q: 3 clusters Score -32473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -32476.804688 Penalty: 2846.937256
	Iteration 10Q: 3 clusters Score -32476.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -32476.804688 Penalty: 2846.937256
	Iteration 11F: 3 clusters Score -32476.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -59119.441406 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -59119.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -57634.976562 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -57634.98 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -58235.347656 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -58235.35 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -58541.066406 Penalty: 3104.752441
	Iteration 2F: 3 clusters Score -58541.07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -58779.750000 Penalty: 3104.752441
	Iteration 3F: 3 clusters Score -58779.75 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -58890.074219 Penalty: 3104.752441
	Iteration 4F: 3 clusters Score -58890.07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -58989.285156 Penalty: 3104.752441
	Iteration 5F: 3 clusters Score -58989.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -59025.589844 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -59025.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -59037.035156 Penalty: 3104.752441
	Iteration 7Q: 3 clusters Score -59037.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -59046.644531 Penalty: 3104.752441
	Iteration 8Q: 3 clusters Score -59046.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -59057.097656 Penalty: 3104.752441
	Iteration 9Q: 3 clusters Score -59057.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -59061.179688 Penalty: 3104.752441
	Iteration 10Q: 3 clusters Score -59061.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -59070.218750 Penalty: 3104.752441
	Iteration 11Q: 3 clusters Score -59070.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -59077.605469 Penalty: 3104.752441
	Iteration 12Q: 3 clusters Score -59077.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -59082.367188 Penalty: 3104.752441
	Iteration 13Q: 3 clusters Score -59082.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -59091.234375 Penalty: 3104.752441
	Iteration 14Q: 3 clusters Score -59091.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -59095.488281 Penalty: 3104.752441
	Iteration 15Q: 3 clusters Score -59095.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -59095.488281 Penalty: 3104.752441
	Iteration 16F: 3 clusters Score -59095.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 65798 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 146227 members 
Mstep: Class 6 contains 3849 members 
Mstep: Class 7 contains 29001 members 
Mstep: Class 8 contains 140577 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 169837 members 
Mstep: Class 11 contains 6620 members 
Mstep: Class 12 contains 134070 members 
Mstep: Class 13 contains 17126 members 
Mstep: Class 14 contains 17133 members 
Mstep: Class 15 contains 443 members 
Mstep: Class 16 contains 35766 members 
Mstep: Class 17 contains 3917 members 
Mstep: Class 18 contains 180518 members 
Mstep: Class 19 contains 2136 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3649 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132663040.000000 Penalty: 85410.039062
Iteration 199Q: 26 clusters Score -1.32663e+08 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 65754 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 146379 members 
Mstep: Class 6 contains 3848 members 
Mstep: Class 7 contains 29008 members 
Mstep: Class 8 contains 140898 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 169528 members 
Mstep: Class 11 contains 6619 members 
Mstep: Class 12 contains 134029 members 
Mstep: Class 13 contains 17122 members 
Mstep: Class 14 contains 17120 members 
Mstep: Class 15 contains 443 members 
Mstep: Class 16 contains 35731 members 
Mstep: Class 17 contains 3910 members 
Mstep: Class 18 contains 180497 members 
Mstep: Class 19 contains 2136 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3644 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132663600.000000 Penalty: 85410.039062
Iteration 200F: 26 clusters Score -1.326636e+08 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 65703 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 146596 members 
Mstep: Class 6 contains 3847 members 
Mstep: Class 7 contains 29004 members 
Mstep: Class 8 contains 141208 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 169168 members 
Mstep: Class 11 contains 6617 members 
Mstep: Class 12 contains 133997 members 
Mstep: Class 13 contains 17119 members 
Mstep: Class 14 contains 17109 members 
Mstep: Class 15 contains 443 members 
Mstep: Class 16 contains 35701 members 
Mstep: Class 17 contains 3909 members 
Mstep: Class 18 contains 180465 members 
Mstep: Class 19 contains 2135 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3643 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 227 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132663928.000000 Penalty: 85410.039062
Iteration 201Q: 26 clusters Score -1.326639e+08 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 65642 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 146875 members 
Mstep: Class 6 contains 3847 members 
Mstep: Class 7 contains 28990 members 
Mstep: Class 8 contains 141513 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 168786 members 
Mstep: Class 11 contains 6610 members 
Mstep: Class 12 contains 133936 members 
Mstep: Class 13 contains 17127 members 
Mstep: Class 14 contains 17102 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 35660 members 
Mstep: Class 17 contains 3916 members 
Mstep: Class 18 contains 180453 members 
Mstep: Class 19 contains 2131 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3635 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132664320.000000 Penalty: 85410.039062
Iteration 202Q: 26 clusters Score -1.326643e+08 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 65583 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 147240 members 
Mstep: Class 6 contains 3847 members 
Mstep: Class 7 contains 28997 members 
Mstep: Class 8 contains 141696 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 168435 members 
Mstep: Class 11 contains 6602 members 
Mstep: Class 12 contains 133868 members 
Mstep: Class 13 contains 17131 members 
Mstep: Class 14 contains 17083 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 35617 members 
Mstep: Class 17 contains 3933 members 
Mstep: Class 18 contains 180421 members 
Mstep: Class 19 contains 2131 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3640 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132664632.000000 Penalty: 85410.039062
Iteration 203Q: 26 clusters Score -1.326646e+08 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 65519 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 147557 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 29004 members 
Mstep: Class 8 contains 141895 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 168102 members 
Mstep: Class 11 contains 6593 members 
Mstep: Class 12 contains 133829 members 
Mstep: Class 13 contains 17134 members 
Mstep: Class 14 contains 17062 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 35563 members 
Mstep: Class 17 contains 3940 members 
Mstep: Class 18 contains 180423 members 
Mstep: Class 19 contains 2130 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3630 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132664840.000000 Penalty: 85410.039062
Iteration 204Q: 26 clusters Score -1.326648e+08 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 65433 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 148040 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 29005 members 
Mstep: Class 8 contains 142036 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 167711 members 
Mstep: Class 11 contains 6579 members 
Mstep: Class 12 contains 133776 members 
Mstep: Class 13 contains 17133 members 
Mstep: Class 14 contains 17039 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 35511 members 
Mstep: Class 17 contains 3945 members 
Mstep: Class 18 contains 180416 members 
Mstep: Class 19 contains 2130 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3628 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132665392.000000 Penalty: 85410.039062
Iteration 205Q: 26 clusters Score -1.326654e+08 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 65355 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 148616 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 29020 members 
Mstep: Class 8 contains 142117 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 167307 members 
Mstep: Class 11 contains 6572 members 
Mstep: Class 12 contains 133731 members 
Mstep: Class 13 contains 17135 members 
Mstep: Class 14 contains 16995 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 35432 members 
Mstep: Class 17 contains 3930 members 
Mstep: Class 18 contains 180413 members 
Mstep: Class 19 contains 2136 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3625 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132665976.000000 Penalty: 85410.039062
Iteration 206Q: 26 clusters Score -1.32666e+08 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 65278 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 149159 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 29035 members 
Mstep: Class 8 contains 142178 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 166972 members 
Mstep: Class 11 contains 6556 members 
Mstep: Class 12 contains 133700 members 
Mstep: Class 13 contains 17137 members 
Mstep: Class 14 contains 16959 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 35345 members 
Mstep: Class 17 contains 3915 members 
Mstep: Class 18 contains 180387 members 
Mstep: Class 19 contains 2138 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3624 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132666296.000000 Penalty: 85410.039062
Iteration 207Q: 26 clusters Score -1.326663e+08 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 65196 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 149749 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 29056 members 
Mstep: Class 8 contains 142207 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 166622 members 
Mstep: Class 11 contains 6544 members 
Mstep: Class 12 contains 133671 members 
Mstep: Class 13 contains 17142 members 
Mstep: Class 14 contains 16939 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 35238 members 
Mstep: Class 17 contains 3905 members 
Mstep: Class 18 contains 180361 members 
Mstep: Class 19 contains 2139 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3613 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132666680.000000 Penalty: 85410.039062
Iteration 208Q: 26 clusters Score -1.326667e+08 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 65128 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 150370 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 29062 members 
Mstep: Class 8 contains 142197 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 166274 members 
Mstep: Class 11 contains 6529 members 
Mstep: Class 12 contains 133649 members 
Mstep: Class 13 contains 17142 members 
Mstep: Class 14 contains 16918 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 35137 members 
Mstep: Class 17 contains 3883 members 
Mstep: Class 18 contains 180350 members 
Mstep: Class 19 contains 2136 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3607 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132667096.000000 Penalty: 85410.039062
Iteration 209Q: 26 clusters Score -1.326671e+08 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 65047 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 151070 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 29075 members 
Mstep: Class 8 contains 142171 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 165882 members 
Mstep: Class 11 contains 6520 members 
Mstep: Class 12 contains 133625 members 
Mstep: Class 13 contains 17143 members 
Mstep: Class 14 contains 16895 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 35043 members 
Mstep: Class 17 contains 3846 members 
Mstep: Class 18 contains 180323 members 
Mstep: Class 19 contains 2134 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3608 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132668000.000000 Penalty: 85410.039062
Iteration 210Q: 26 clusters Score -1.32668e+08 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 64972 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 151695 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 29100 members 
Mstep: Class 8 contains 142157 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 165533 members 
Mstep: Class 11 contains 6511 members 
Mstep: Class 12 contains 133586 members 
Mstep: Class 13 contains 17147 members 
Mstep: Class 14 contains 16879 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 34940 members 
Mstep: Class 17 contains 3836 members 
Mstep: Class 18 contains 180293 members 
Mstep: Class 19 contains 2134 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3602 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132668656.000000 Penalty: 85410.039062
Iteration 211Q: 26 clusters Score -1.326687e+08 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 64926 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 152259 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 29122 members 
Mstep: Class 8 contains 142124 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 165275 members 
Mstep: Class 11 contains 6507 members 
Mstep: Class 12 contains 133510 members 
Mstep: Class 13 contains 17151 members 
Mstep: Class 14 contains 16859 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 34826 members 
Mstep: Class 17 contains 3829 members 
Mstep: Class 18 contains 180264 members 
Mstep: Class 19 contains 2134 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3597 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132669080.000000 Penalty: 85410.039062
Iteration 212Q: 26 clusters Score -1.326691e+08 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 64888 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 152894 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 29131 members 
Mstep: Class 8 contains 142062 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164975 members 
Mstep: Class 11 contains 6500 members 
Mstep: Class 12 contains 133441 members 
Mstep: Class 13 contains 17158 members 
Mstep: Class 14 contains 16833 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 34697 members 
Mstep: Class 17 contains 3825 members 
Mstep: Class 18 contains 180248 members 
Mstep: Class 19 contains 2134 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3596 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132669656.000000 Penalty: 85410.039062
Iteration 213Q: 26 clusters Score -1.326697e+08 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 64851 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 153455 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 29159 members 
Mstep: Class 8 contains 142003 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164711 members 
Mstep: Class 11 contains 6488 members 
Mstep: Class 12 contains 133386 members 
Mstep: Class 13 contains 17167 members 
Mstep: Class 14 contains 16810 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 34557 members 
Mstep: Class 17 contains 3823 members 
Mstep: Class 18 contains 180243 members 
Mstep: Class 19 contains 2135 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3597 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132669672.000000 Penalty: 85410.039062
Iteration 214Q: 26 clusters Score -1.326697e+08 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 64812 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 153974 members 
Mstep: Class 6 contains 3841 members 
Mstep: Class 7 contains 29193 members 
Mstep: Class 8 contains 141901 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164465 members 
Mstep: Class 11 contains 6484 members 
Mstep: Class 12 contains 133347 members 
Mstep: Class 13 contains 17178 members 
Mstep: Class 14 contains 16795 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 34447 members 
Mstep: Class 17 contains 3811 members 
Mstep: Class 18 contains 180246 members 
Mstep: Class 19 contains 2136 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3598 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132669776.000000 Penalty: 85410.039062
Iteration 215Q: 26 clusters Score -1.326698e+08 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 64775 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 154470 members 
Mstep: Class 6 contains 3841 members 
Mstep: Class 7 contains 29214 members 
Mstep: Class 8 contains 141801 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164276 members 
Mstep: Class 11 contains 6475 members 
Mstep: Class 12 contains 133312 members 
Mstep: Class 13 contains 17186 members 
Mstep: Class 14 contains 16788 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 34327 members 
Mstep: Class 17 contains 3798 members 
Mstep: Class 18 contains 180232 members 
Mstep: Class 19 contains 2136 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3596 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132670040.000000 Penalty: 85410.039062
Iteration 216Q: 26 clusters Score -1.3267e+08 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 64732 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 155016 members 
Mstep: Class 6 contains 3841 members 
Mstep: Class 7 contains 29241 members 
Mstep: Class 8 contains 141705 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164066 members 
Mstep: Class 11 contains 6467 members 
Mstep: Class 12 contains 133276 members 
Mstep: Class 13 contains 17188 members 
Mstep: Class 14 contains 16778 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 34193 members 
Mstep: Class 17 contains 3789 members 
Mstep: Class 18 contains 180204 members 
Mstep: Class 19 contains 2138 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3592 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132670496.000000 Penalty: 85410.039062
Iteration 217Q: 26 clusters Score -1.326705e+08 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 64697 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 155690 members 
Mstep: Class 6 contains 3841 members 
Mstep: Class 7 contains 29261 members 
Mstep: Class 8 contains 141565 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 163796 members 
Mstep: Class 11 contains 6465 members 
Mstep: Class 12 contains 133239 members 
Mstep: Class 13 contains 17190 members 
Mstep: Class 14 contains 16771 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 34053 members 
Mstep: Class 17 contains 3778 members 
Mstep: Class 18 contains 180159 members 
Mstep: Class 19 contains 2137 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3584 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132670744.000000 Penalty: 85410.039062
Iteration 218Q: 26 clusters Score -1.326707e+08 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 64665 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 156450 members 
Mstep: Class 6 contains 3842 members 
Mstep: Class 7 contains 29277 members 
Mstep: Class 8 contains 141396 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 163450 members 
Mstep: Class 11 contains 6460 members 
Mstep: Class 12 contains 133206 members 
Mstep: Class 13 contains 17192 members 
Mstep: Class 14 contains 16759 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33920 members 
Mstep: Class 17 contains 3774 members 
Mstep: Class 18 contains 180118 members 
Mstep: Class 19 contains 2136 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3581 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132671400.000000 Penalty: 85410.039062
Iteration 219Q: 26 clusters Score -1.326714e+08 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 64632 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 157356 members 
Mstep: Class 6 contains 3841 members 
Mstep: Class 7 contains 29300 members 
Mstep: Class 8 contains 141212 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 162958 members 
Mstep: Class 11 contains 6458 members 
Mstep: Class 12 contains 133175 members 
Mstep: Class 13 contains 17197 members 
Mstep: Class 14 contains 16739 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33800 members 
Mstep: Class 17 contains 3772 members 
Mstep: Class 18 contains 180071 members 
Mstep: Class 19 contains 2137 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3577 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132671872.000000 Penalty: 85410.039062
Iteration 220F: 26 clusters Score -1.326719e+08 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 64616 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 158446 members 
Mstep: Class 6 contains 3840 members 
Mstep: Class 7 contains 29327 members 
Mstep: Class 8 contains 140989 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 162315 members 
Mstep: Class 11 contains 6449 members 
Mstep: Class 12 contains 133119 members 
Mstep: Class 13 contains 17204 members 
Mstep: Class 14 contains 16745 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33664 members 
Mstep: Class 17 contains 3773 members 
Mstep: Class 18 contains 180021 members 
Mstep: Class 19 contains 2136 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3579 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132672680.000000 Penalty: 85410.039062
Iteration 221Q: 26 clusters Score -1.326727e+08 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 64617 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 159829 members 
Mstep: Class 6 contains 3839 members 
Mstep: Class 7 contains 29347 members 
Mstep: Class 8 contains 140777 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 161477 members 
Mstep: Class 11 contains 6441 members 
Mstep: Class 12 contains 133039 members 
Mstep: Class 13 contains 17209 members 
Mstep: Class 14 contains 16733 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33484 members 
Mstep: Class 17 contains 3781 members 
Mstep: Class 18 contains 179934 members 
Mstep: Class 19 contains 2136 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3579 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132673016.000000 Penalty: 85410.039062
Iteration 222Q: 26 clusters Score -1.32673e+08 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 64651 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161447 members 
Mstep: Class 6 contains 3839 members 
Mstep: Class 7 contains 29386 members 
Mstep: Class 8 contains 140475 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 160419 members 
Mstep: Class 11 contains 6429 members 
Mstep: Class 12 contains 132933 members 
Mstep: Class 13 contains 17224 members 
Mstep: Class 14 contains 16713 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33347 members 
Mstep: Class 17 contains 3786 members 
Mstep: Class 18 contains 179855 members 
Mstep: Class 19 contains 2136 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3583 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132674152.000000 Penalty: 85410.039062
Iteration 223Q: 26 clusters Score -1.326742e+08 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 64671 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 163443 members 
Mstep: Class 6 contains 3839 members 
Mstep: Class 7 contains 29434 members 
Mstep: Class 8 contains 140090 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 159119 members 
Mstep: Class 11 contains 6421 members 
Mstep: Class 12 contains 132791 members 
Mstep: Class 13 contains 17234 members 
Mstep: Class 14 contains 16684 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33217 members 
Mstep: Class 17 contains 3771 members 
Mstep: Class 18 contains 179783 members 
Mstep: Class 19 contains 2137 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3588 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675352.000000 Penalty: 85410.039062
Iteration 224Q: 26 clusters Score -1.326754e+08 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 64698 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 165615 members 
Mstep: Class 6 contains 3839 members 
Mstep: Class 7 contains 29482 members 
Mstep: Class 8 contains 139658 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 157680 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 132661 members 
Mstep: Class 13 contains 17236 members 
Mstep: Class 14 contains 16669 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33126 members 
Mstep: Class 17 contains 3760 members 
Mstep: Class 18 contains 179660 members 
Mstep: Class 19 contains 2135 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3589 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675528.000000 Penalty: 85410.039062
Iteration 225Q: 26 clusters Score -1.326755e+08 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 64769 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 167711 members 
Mstep: Class 6 contains 3836 members 
Mstep: Class 7 contains 29573 members 
Mstep: Class 8 contains 139252 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 156130 members 
Mstep: Class 11 contains 6415 members 
Mstep: Class 12 contains 132554 members 
Mstep: Class 13 contains 17236 members 
Mstep: Class 14 contains 16621 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33052 members 
Mstep: Class 17 contains 3757 members 
Mstep: Class 18 contains 179592 members 
Mstep: Class 19 contains 2137 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3583 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675216.000000 Penalty: 85410.039062
Iteration 226Q: 26 clusters Score -1.326752e+08 nChanged 7190
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 64846 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 169683 members 
Mstep: Class 6 contains 3836 members 
Mstep: Class 7 contains 29685 members 
Mstep: Class 8 contains 138841 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 154674 members 
Mstep: Class 11 contains 6417 members 
Mstep: Class 12 contains 132416 members 
Mstep: Class 13 contains 17238 members 
Mstep: Class 14 contains 16582 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32986 members 
Mstep: Class 17 contains 3746 members 
Mstep: Class 18 contains 179549 members 
Mstep: Class 19 contains 2138 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3579 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132674496.000000 Penalty: 85410.039062
Iteration 227Q: 26 clusters Score -1.326745e+08 nChanged 7761
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 64946 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 171436 members 
Mstep: Class 6 contains 3835 members 
Mstep: Class 7 contains 29868 members 
Mstep: Class 8 contains 138515 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 153126 members 
Mstep: Class 11 contains 6412 members 
Mstep: Class 12 contains 132276 members 
Mstep: Class 13 contains 17252 members 
Mstep: Class 14 contains 16528 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33014 members 
Mstep: Class 17 contains 3745 members 
Mstep: Class 18 contains 179549 members 
Mstep: Class 19 contains 2139 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3578 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132673664.000000 Penalty: 85410.039062
Iteration 228Q: 26 clusters Score -1.326737e+08 nChanged 8304
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 65065 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 172957 members 
Mstep: Class 6 contains 3835 members 
Mstep: Class 7 contains 30035 members 
Mstep: Class 8 contains 138352 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 151597 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 132188 members 
Mstep: Class 13 contains 17263 members 
Mstep: Class 14 contains 16474 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33059 members 
Mstep: Class 17 contains 3751 members 
Mstep: Class 18 contains 179513 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3577 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132672992.000000 Penalty: 85410.039062
Iteration 229Q: 26 clusters Score -1.32673e+08 nChanged 8465
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 65173 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 173850 members 
Mstep: Class 6 contains 3834 members 
Mstep: Class 7 contains 30196 members 
Mstep: Class 8 contains 138379 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 150333 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 132157 members 
Mstep: Class 13 contains 17261 members 
Mstep: Class 14 contains 16445 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33161 members 
Mstep: Class 17 contains 3752 members 
Mstep: Class 18 contains 179556 members 
Mstep: Class 19 contains 2139 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3571 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132672008.000000 Penalty: 85410.039062
Iteration 230Q: 26 clusters Score -1.32672e+08 nChanged 7970
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 65281 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 174254 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 30342 members 
Mstep: Class 8 contains 138649 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 149296 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 132105 members 
Mstep: Class 13 contains 17262 members 
Mstep: Class 14 contains 16427 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33264 members 
Mstep: Class 17 contains 3757 members 
Mstep: Class 18 contains 179627 members 
Mstep: Class 19 contains 2138 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3573 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132671512.000000 Penalty: 85410.039062
Iteration 231Q: 26 clusters Score -1.326715e+08 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 65419 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 173975 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 30485 members 
Mstep: Class 8 contains 138998 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 148787 members 
Mstep: Class 11 contains 6421 members 
Mstep: Class 12 contains 132089 members 
Mstep: Class 13 contains 17275 members 
Mstep: Class 14 contains 16455 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33337 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 179691 members 
Mstep: Class 19 contains 2137 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3570 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132671240.000000 Penalty: 85410.039062
Iteration 232Q: 26 clusters Score -1.326712e+08 nChanged 6635
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 65527 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 173126 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 30623 members 
Mstep: Class 8 contains 139398 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 148852 members 
Mstep: Class 11 contains 6428 members 
Mstep: Class 12 contains 132076 members 
Mstep: Class 13 contains 17284 members 
Mstep: Class 14 contains 16488 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33381 members 
Mstep: Class 17 contains 3747 members 
Mstep: Class 18 contains 179765 members 
Mstep: Class 19 contains 2137 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3559 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132671232.000000 Penalty: 85410.039062
Iteration 233Q: 26 clusters Score -1.326712e+08 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 65608 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 171687 members 
Mstep: Class 6 contains 3828 members 
Mstep: Class 7 contains 30730 members 
Mstep: Class 8 contains 139824 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 149572 members 
Mstep: Class 11 contains 6427 members 
Mstep: Class 12 contains 132071 members 
Mstep: Class 13 contains 17284 members 
Mstep: Class 14 contains 16530 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33426 members 
Mstep: Class 17 contains 3739 members 
Mstep: Class 18 contains 179813 members 
Mstep: Class 19 contains 2134 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3550 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132671384.000000 Penalty: 85410.039062
Iteration 234Q: 26 clusters Score -1.326714e+08 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 65645 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 169884 members 
Mstep: Class 6 contains 3827 members 
Mstep: Class 7 contains 30779 members 
Mstep: Class 8 contains 140222 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 150819 members 
Mstep: Class 11 contains 6419 members 
Mstep: Class 12 contains 132077 members 
Mstep: Class 13 contains 17291 members 
Mstep: Class 14 contains 16561 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33426 members 
Mstep: Class 17 contains 3735 members 
Mstep: Class 18 contains 179878 members 
Mstep: Class 19 contains 2135 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3526 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132671920.000000 Penalty: 85410.039062
Iteration 235Q: 26 clusters Score -1.326719e+08 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 65616 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 167669 members 
Mstep: Class 6 contains 3826 members 
Mstep: Class 7 contains 30812 members 
Mstep: Class 8 contains 140570 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 152672 members 
Mstep: Class 11 contains 6425 members 
Mstep: Class 12 contains 132065 members 
Mstep: Class 13 contains 17297 members 
Mstep: Class 14 contains 16608 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33371 members 
Mstep: Class 17 contains 3717 members 
Mstep: Class 18 contains 179931 members 
Mstep: Class 19 contains 2136 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3509 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132672352.000000 Penalty: 85410.039062
Iteration 236Q: 26 clusters Score -1.326724e+08 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 65556 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 165318 members 
Mstep: Class 6 contains 3824 members 
Mstep: Class 7 contains 30811 members 
Mstep: Class 8 contains 140801 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 154951 members 
Mstep: Class 11 contains 6418 members 
Mstep: Class 12 contains 132023 members 
Mstep: Class 13 contains 17293 members 
Mstep: Class 14 contains 16656 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33280 members 
Mstep: Class 17 contains 3703 members 
Mstep: Class 18 contains 179957 members 
Mstep: Class 19 contains 2139 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3495 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132673328.000000 Penalty: 85410.039062
Iteration 237Q: 26 clusters Score -1.326733e+08 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 65468 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 163042 members 
Mstep: Class 6 contains 3824 members 
Mstep: Class 7 contains 30803 members 
Mstep: Class 8 contains 140828 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 157485 members 
Mstep: Class 11 contains 6412 members 
Mstep: Class 12 contains 131963 members 
Mstep: Class 13 contains 17287 members 
Mstep: Class 14 contains 16684 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33125 members 
Mstep: Class 17 contains 3691 members 
Mstep: Class 18 contains 180002 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3471 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132674208.000000 Penalty: 85410.039062
Iteration 238Q: 26 clusters Score -1.326742e+08 nChanged 4632
Entering ConstructFrom: 
Score: -132674208.000000 Penalty: 85410.039062
Entering ConstructFrom: 
Trying to split cluster 1 (980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Entering Unmasked Estep 
Score: -125751.304688 Penalty: 1708.113037
	Iteration 0F: 2 clusters Score -125751.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -123863.953125 Penalty: 3416.226074
	Iteration 0F: 3 clusters Score -123864 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -124309.289062 Penalty: 3416.226074
	Iteration 1F: 3 clusters Score -124309.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -124620.375000 Penalty: 3416.226074
	Iteration 2F: 3 clusters Score -124620.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -125106.296875 Penalty: 3416.226074
	Iteration 3F: 3 clusters Score -125106.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -125591.265625 Penalty: 3416.226074
	Iteration 4F: 3 clusters Score -125591.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -125996.078125 Penalty: 3416.226074
	Iteration 5F: 3 clusters Score -125996.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -126375.695312 Penalty: 3416.226074
	Iteration 6F: 3 clusters Score -126375.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -126546.210938 Penalty: 3416.226074
	Iteration 7Q: 3 clusters Score -126546.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -126611.085938 Penalty: 3416.226074
	Iteration 8Q: 3 clusters Score -126611.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -126643.890625 Penalty: 3416.226074
	Iteration 9Q: 3 clusters Score -126643.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -126652.664062 Penalty: 3416.226074
	Iteration 10Q: 3 clusters Score -126652.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -126652.664062 Penalty: 3416.226074
	Iteration 11F: 3 clusters Score -126652.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 65426 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 160957 members 
Mstep: Class 6 contains 3824 members 
Mstep: Class 7 contains 30793 members 
Mstep: Class 8 contains 140666 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 159990 members 
Mstep: Class 11 contains 6405 members 
Mstep: Class 12 contains 131886 members 
Mstep: Class 13 contains 17283 members 
Mstep: Class 14 contains 16704 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32966 members 
Mstep: Class 17 contains 3675 members 
Mstep: Class 18 contains 180057 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3453 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Mstep: Class 26 contains 302 members 
Entering Unmasked Estep 
Score: -132672960.000000 Penalty: 88826.445312
Splitting cluster 1 changes total score from -132674208.000000 to -132672960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (65426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65426 members 
Entering Unmasked Estep 
Score: -9218405.000000 Penalty: 2749.991211
	Iteration 0F: 2 clusters Score -9218405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32556 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -9174655.000000 Penalty: 5499.982422
	Iteration 0F: 3 clusters Score -9174655 nChanged 30586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -9191483.000000 Penalty: 5499.982422
	Iteration 1F: 3 clusters Score -9191483 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -9192156.000000 Penalty: 5499.982422
	Iteration 2Q: 3 clusters Score -9192156 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -9192743.000000 Penalty: 5499.982422
	Iteration 3Q: 3 clusters Score -9192743 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -9193397.000000 Penalty: 5499.982422
	Iteration 4Q: 3 clusters Score -9193397 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -9194090.000000 Penalty: 5499.982422
	Iteration 5Q: 3 clusters Score -9194090 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -9194941.000000 Penalty: 5499.982422
	Iteration 6Q: 3 clusters Score -9194941 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -9195808.000000 Penalty: 5499.982422
	Iteration 7Q: 3 clusters Score -9195808 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -9196842.000000 Penalty: 5499.982422
	Iteration 8Q: 3 clusters Score -9196842 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 40221 members 
Entering Unmasked Estep 
Score: -9198126.000000 Penalty: 5499.982422
	Iteration 9Q: 3 clusters Score -9198126 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 42966 members 
Entering Unmasked Estep 
Score: -9199756.000000 Penalty: 5499.982422
	Iteration 10Q: 3 clusters Score -9199756 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 46325 members 
Entering Unmasked Estep 
Score: -9201758.000000 Penalty: 5499.982422
	Iteration 11F: 3 clusters Score -9201758 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 50235 members 
Entering Unmasked Estep 
Score: -9204458.000000 Penalty: 5499.982422
	Iteration 12F: 3 clusters Score -9204458 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 54397 members 
Entering Unmasked Estep 
Score: -9207544.000000 Penalty: 5499.982422
	Iteration 13F: 3 clusters Score -9207544 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 58089 members 
Entering Unmasked Estep 
Score: -9210391.000000 Penalty: 5499.982422
	Iteration 14F: 3 clusters Score -9210391 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 61035 members 
Entering Unmasked Estep 
Score: -9212716.000000 Penalty: 5499.982422
	Iteration 15Q: 3 clusters Score -9212716 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 62967 members 
Entering Unmasked Estep 
Score: -9214229.000000 Penalty: 5499.982422
	Iteration 16Q: 3 clusters Score -9214229 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 64016 members 
Entering Unmasked Estep 
Score: -9215031.000000 Penalty: 5499.982422
	Iteration 17Q: 3 clusters Score -9215031 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 64569 members 
Entering Unmasked Estep 
Score: -9215525.000000 Penalty: 5499.982422
	Iteration 18Q: 3 clusters Score -9215525 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 64819 members 
Entering Unmasked Estep 
Score: -9215733.000000 Penalty: 5499.982422
	Iteration 19Q: 3 clusters Score -9215733 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 64928 members 
Entering Unmasked Estep 
Score: -9215822.000000 Penalty: 5499.982422
	Iteration 20F: 3 clusters Score -9215822 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 64974 members 
Entering Unmasked Estep 
Score: -9215861.000000 Penalty: 5499.982422
	Iteration 21Q: 3 clusters Score -9215861 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 65005 members 
Entering Unmasked Estep 
Score: -9215890.000000 Penalty: 5499.982422
	Iteration 22Q: 3 clusters Score -9215890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 65028 members 
Entering Unmasked Estep 
Score: -9215928.000000 Penalty: 5499.982422
	Iteration 23Q: 3 clusters Score -9215928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 65049 members 
Entering Unmasked Estep 
Score: -9215967.000000 Penalty: 5499.982422
	Iteration 24Q: 3 clusters Score -9215967 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 65064 members 
Entering Unmasked Estep 
Score: -9215987.000000 Penalty: 5499.982422
	Iteration 25Q: 3 clusters Score -9215987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 65077 members 
Entering Unmasked Estep 
Score: -9216002.000000 Penalty: 5499.982422
	Iteration 26Q: 3 clusters Score -9216002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 65088 members 
Entering Unmasked Estep 
Score: -9216012.000000 Penalty: 5499.982422
	Iteration 27Q: 3 clusters Score -9216012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 65092 members 
Entering Unmasked Estep 
Score: -9216010.000000 Penalty: 5499.982422
	Iteration 28Q: 3 clusters Score -9216010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 65098 members 
Entering Unmasked Estep 
Score: -9216011.000000 Penalty: 5499.982422
	Iteration 29Q: 3 clusters Score -9216011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 65103 members 
Entering Unmasked Estep 
Score: -9216022.000000 Penalty: 5499.982422
	Iteration 30Q: 3 clusters Score -9216022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 65104 members 
Entering Unmasked Estep 
Score: -9216029.000000 Penalty: 5499.982422
	Iteration 31Q: 3 clusters Score -9216029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 65102 members 
Entering Unmasked Estep 
Score: -9216033.000000 Penalty: 5499.982422
	Iteration 32Q: 3 clusters Score -9216033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 65102 members 
Entering Unmasked Estep 
Score: -9216033.000000 Penalty: 5499.982422
	Iteration 33F: 3 clusters Score -9216033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -55556.515625 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -55556.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -54117.976562 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -54117.98 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -54369.050781 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -54369.05 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -54479.042969 Penalty: 3051.755371
	Iteration 2F: 3 clusters Score -54479.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -54569.785156 Penalty: 3051.755371
	Iteration 3Q: 3 clusters Score -54569.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -54759.417969 Penalty: 3051.755371
	Iteration 4Q: 3 clusters Score -54759.42 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -54906.824219 Penalty: 3051.755371
	Iteration 5F: 3 clusters Score -54906.82 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -55168.718750 Penalty: 3051.755371
	Iteration 6F: 3 clusters Score -55168.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -55426.546875 Penalty: 3051.755371
	Iteration 7Q: 3 clusters Score -55426.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -55632.449219 Penalty: 3051.755371
	Iteration 8Q: 3 clusters Score -55632.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -55967.816406 Penalty: 3051.755371
	Iteration 9Q: 3 clusters Score -55967.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -55994.402344 Penalty: 3051.755371
	Iteration 10Q: 3 clusters Score -55994.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -56011.679688 Penalty: 3051.755371
	Iteration 11Q: 3 clusters Score -56011.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -56017.601562 Penalty: 3051.755371
	Iteration 12Q: 3 clusters Score -56017.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -56021.570312 Penalty: 3051.755371
	Iteration 13Q: 3 clusters Score -56021.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -56025.667969 Penalty: 3051.755371
	Iteration 14Q: 3 clusters Score -56025.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -56029.492188 Penalty: 3051.755371
	Iteration 15Q: 3 clusters Score -56029.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -56029.492188 Penalty: 3051.755371
	Iteration 16F: 3 clusters Score -56029.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 65426 members 
Mstep: Class 3 contains 176 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 160957 members 
Mstep: Class 6 contains 3824 members 
Mstep: Class 7 contains 30793 members 
Mstep: Class 8 contains 140666 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 159990 members 
Mstep: Class 11 contains 6405 members 
Mstep: Class 12 contains 131886 members 
Mstep: Class 13 contains 17283 members 
Mstep: Class 14 contains 16704 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32966 members 
Mstep: Class 17 contains 3675 members 
Mstep: Class 18 contains 180057 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3453 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Mstep: Class 26 contains 294 members 
Entering Unmasked Estep 
Score: -132672384.000000 Penalty: 88826.445312
Splitting cluster 3 changes total score from -132674208.000000 to -132672384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -68679.406250 Penalty: 1582.690308
	Iteration 0F: 2 clusters Score -68679.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -67083.539062 Penalty: 3165.380615
	Iteration 0F: 3 clusters Score -67083.54 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -67368.375000 Penalty: 3165.380615
	Iteration 1F: 3 clusters Score -67368.38 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -67558.703125 Penalty: 3165.380615
	Iteration 2F: 3 clusters Score -67558.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -67808.046875 Penalty: 3165.380615
	Iteration 3F: 3 clusters Score -67808.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -68047.515625 Penalty: 3165.380615
	Iteration 4F: 3 clusters Score -68047.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -68252.093750 Penalty: 3165.380615
	Iteration 5F: 3 clusters Score -68252.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -68399.468750 Penalty: 3165.380615
	Iteration 6Q: 3 clusters Score -68399.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -68518.656250 Penalty: 3165.380615
	Iteration 7Q: 3 clusters Score -68518.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -68602.601562 Penalty: 3165.380615
	Iteration 8Q: 3 clusters Score -68602.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -68678.343750 Penalty: 3165.380615
	Iteration 9Q: 3 clusters Score -68678.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -68690.789062 Penalty: 3165.380615
	Iteration 10Q: 3 clusters Score -68690.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -68693.507812 Penalty: 3165.380615
	Iteration 11Q: 3 clusters Score -68693.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -68695.429688 Penalty: 3165.380615
	Iteration 12Q: 3 clusters Score -68695.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -68697.796875 Penalty: 3165.380615
	Iteration 13Q: 3 clusters Score -68697.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -68699.671875 Penalty: 3165.380615
	Iteration 14Q: 3 clusters Score -68699.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -68701.546875 Penalty: 3165.380615
	Iteration 15Q: 3 clusters Score -68701.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -68701.546875 Penalty: 3165.380615
	Iteration 16F: 3 clusters Score -68701.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 65426 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 160957 members 
Mstep: Class 6 contains 3824 members 
Mstep: Class 7 contains 30793 members 
Mstep: Class 8 contains 140666 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 159990 members 
Mstep: Class 11 contains 6405 members 
Mstep: Class 12 contains 131886 members 
Mstep: Class 13 contains 17283 members 
Mstep: Class 14 contains 16704 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32966 members 
Mstep: Class 17 contains 3675 members 
Mstep: Class 18 contains 180057 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3453 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Mstep: Class 26 contains 227 members 
Entering Unmasked Estep 
Score: -132672040.000000 Penalty: 88826.445312
Splitting cluster 4 changes total score from -132674208.000000 to -132672040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (160957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160957 members 
Entering Unmasked Estep 
Score: -22505414.000000 Penalty: 2973.245361
	Iteration 0F: 2 clusters Score -2.250541e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80179 members 
Mstep: Class 2 contains 80778 members 
Entering Unmasked Estep 
Score: -22401514.000000 Penalty: 5946.490723
	Iteration 0F: 3 clusters Score -2.240151e+07 nChanged 76982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75689 members 
Mstep: Class 2 contains 85268 members 
Entering Unmasked Estep 
Score: -22446070.000000 Penalty: 5946.490723
	Iteration 1F: 3 clusters Score -2.244607e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72725 members 
Mstep: Class 2 contains 88232 members 
Entering Unmasked Estep 
Score: -22447192.000000 Penalty: 5946.490723
	Iteration 2Q: 3 clusters Score -2.244719e+07 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68244 members 
Mstep: Class 2 contains 92713 members 
Entering Unmasked Estep 
Score: -22448920.000000 Penalty: 5946.490723
	Iteration 3Q: 3 clusters Score -2.244892e+07 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61644 members 
Mstep: Class 2 contains 99313 members 
Entering Unmasked Estep 
Score: -22451754.000000 Penalty: 5946.490723
	Iteration 4Q: 3 clusters Score -2.245175e+07 nChanged 9736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52210 members 
Mstep: Class 2 contains 108747 members 
Entering Unmasked Estep 
Score: -22457116.000000 Penalty: 5946.490723
	Iteration 5F: 3 clusters Score -2.245712e+07 nChanged 12235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 120834 members 
Entering Unmasked Estep 
Score: -22465918.000000 Penalty: 5946.490723
	Iteration 6F: 3 clusters Score -2.246592e+07 nChanged 13065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 133821 members 
Entering Unmasked Estep 
Score: -22477134.000000 Penalty: 5946.490723
	Iteration 7F: 3 clusters Score -2.247713e+07 nChanged 11233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 145026 members 
Entering Unmasked Estep 
Score: -22487884.000000 Penalty: 5946.490723
	Iteration 8F: 3 clusters Score -2.248788e+07 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 152450 members 
Entering Unmasked Estep 
Score: -22495000.000000 Penalty: 5946.490723
	Iteration 9Q: 3 clusters Score -2.2495e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 156407 members 
Entering Unmasked Estep 
Score: -22498914.000000 Penalty: 5946.490723
	Iteration 10Q: 3 clusters Score -2.249891e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 158337 members 
Entering Unmasked Estep 
Score: -22501026.000000 Penalty: 5946.490723
	Iteration 11Q: 3 clusters Score -2.250103e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 159255 members 
Entering Unmasked Estep 
Score: -22501808.000000 Penalty: 5946.490723
	Iteration 12Q: 3 clusters Score -2.250181e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 159682 members 
Entering Unmasked Estep 
Score: -22502158.000000 Penalty: 5946.490723
	Iteration 13Q: 3 clusters Score -2.250216e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 159923 members 
Entering Unmasked Estep 
Score: -22502354.000000 Penalty: 5946.490723
	Iteration 14Q: 3 clusters Score -2.250235e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 160069 members 
Entering Unmasked Estep 
Score: -22502472.000000 Penalty: 5946.490723
	Iteration 15Q: 3 clusters Score -2.250247e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 160145 members 
Entering Unmasked Estep 
Score: -22502574.000000 Penalty: 5946.490723
	Iteration 16Q: 3 clusters Score -2.250257e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 160197 members 
Entering Unmasked Estep 
Score: -22502630.000000 Penalty: 5946.490723
	Iteration 17Q: 3 clusters Score -2.250263e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 160225 members 
Entering Unmasked Estep 
Score: -22502662.000000 Penalty: 5946.490723
	Iteration 18Q: 3 clusters Score -2.250266e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 160244 members 
Entering Unmasked Estep 
Score: -22502686.000000 Penalty: 5946.490723
	Iteration 19Q: 3 clusters Score -2.250269e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 160256 members 
Entering Unmasked Estep 
Score: -22502690.000000 Penalty: 5946.490723
	Iteration 20F: 3 clusters Score -2.250269e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 160266 members 
Entering Unmasked Estep 
Score: -22502704.000000 Penalty: 5946.490723
	Iteration 21Q: 3 clusters Score -2.25027e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 160278 members 
Entering Unmasked Estep 
Score: -22502728.000000 Penalty: 5946.490723
	Iteration 22Q: 3 clusters Score -2.250273e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 160290 members 
Entering Unmasked Estep 
Score: -22502750.000000 Penalty: 5946.490723
	Iteration 23Q: 3 clusters Score -2.250275e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 160294 members 
Entering Unmasked Estep 
Score: -22502746.000000 Penalty: 5946.490723
	Iteration 24Q: 3 clusters Score -2.250275e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 160301 members 
Entering Unmasked Estep 
Score: -22502760.000000 Penalty: 5946.490723
	Iteration 25Q: 3 clusters Score -2.250276e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 160305 members 
Entering Unmasked Estep 
Score: -22502764.000000 Penalty: 5946.490723
	Iteration 26Q: 3 clusters Score -2.250276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 160308 members 
Entering Unmasked Estep 
Score: -22502768.000000 Penalty: 5946.490723
	Iteration 27Q: 3 clusters Score -2.250277e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 160317 members 
Entering Unmasked Estep 
Score: -22502774.000000 Penalty: 5946.490723
	Iteration 28Q: 3 clusters Score -2.250277e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 160323 members 
Entering Unmasked Estep 
Score: -22502778.000000 Penalty: 5946.490723
	Iteration 29Q: 3 clusters Score -2.250278e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 160329 members 
Entering Unmasked Estep 
Score: -22502786.000000 Penalty: 5946.490723
	Iteration 30Q: 3 clusters Score -2.250279e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 160333 members 
Entering Unmasked Estep 
Score: -22502784.000000 Penalty: 5946.490723
	Iteration 31Q: 3 clusters Score -2.250278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 160332 members 
Entering Unmasked Estep 
Score: -22502782.000000 Penalty: 5946.490723
	Iteration 32Q: 3 clusters Score -2.250278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 160336 members 
Entering Unmasked Estep 
Score: -22502784.000000 Penalty: 5946.490723
	Iteration 33Q: 3 clusters Score -2.250278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 160341 members 
Entering Unmasked Estep 
Score: -22502796.000000 Penalty: 5946.490723
	Iteration 34Q: 3 clusters Score -2.25028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 160343 members 
Entering Unmasked Estep 
Score: -22502782.000000 Penalty: 5946.490723
	Iteration 35Q: 3 clusters Score -2.250278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 160344 members 
Entering Unmasked Estep 
Score: -22502796.000000 Penalty: 5946.490723
	Iteration 36Q: 3 clusters Score -2.25028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 160344 members 
Entering Unmasked Estep 
Score: -22502786.000000 Penalty: 5946.490723
	Iteration 37Q: 3 clusters Score -2.250279e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 160344 members 
Entering Unmasked Estep 
Score: -22502786.000000 Penalty: 5946.490723
	Iteration 38F: 3 clusters Score -2.250279e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Entering Unmasked Estep 
Score: -527278.125000 Penalty: 2045.764893
	Iteration 0F: 2 clusters Score -527278.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -523493.937500 Penalty: 4091.529785
	Iteration 0F: 3 clusters Score -523493.9 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -524364.250000 Penalty: 4091.529785
	Iteration 1F: 3 clusters Score -524364.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -524554.250000 Penalty: 4091.529785
	Iteration 2F: 3 clusters Score -524554.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -524694.375000 Penalty: 4091.529785
	Iteration 3F: 3 clusters Score -524694.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -524784.250000 Penalty: 4091.529785
	Iteration 4Q: 3 clusters Score -524784.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -524868.062500 Penalty: 4091.529785
	Iteration 5Q: 3 clusters Score -524868.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -524948.125000 Penalty: 4091.529785
	Iteration 6Q: 3 clusters Score -524948.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -525020.437500 Penalty: 4091.529785
	Iteration 7Q: 3 clusters Score -525020.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -525111.375000 Penalty: 4091.529785
	Iteration 8Q: 3 clusters Score -525111.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -525191.937500 Penalty: 4091.529785
	Iteration 9Q: 3 clusters Score -525191.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -525269.062500 Penalty: 4091.529785
	Iteration 10Q: 3 clusters Score -525269.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -525347.062500 Penalty: 4091.529785
	Iteration 11Q: 3 clusters Score -525347.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -525418.000000 Penalty: 4091.529785
	Iteration 12Q: 3 clusters Score -525418 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -525494.625000 Penalty: 4091.529785
	Iteration 13Q: 3 clusters Score -525494.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -525555.812500 Penalty: 4091.529785
	Iteration 14Q: 3 clusters Score -525555.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -525611.562500 Penalty: 4091.529785
	Iteration 15Q: 3 clusters Score -525611.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -525649.375000 Penalty: 4091.529785
	Iteration 16Q: 3 clusters Score -525649.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -525671.437500 Penalty: 4091.529785
	Iteration 17Q: 3 clusters Score -525671.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -525694.000000 Penalty: 4091.529785
	Iteration 18Q: 3 clusters Score -525694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -525708.812500 Penalty: 4091.529785
	Iteration 19Q: 3 clusters Score -525708.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -525717.687500 Penalty: 4091.529785
	Iteration 20F: 3 clusters Score -525717.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -525730.312500 Penalty: 4091.529785
	Iteration 21Q: 3 clusters Score -525730.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -525741.750000 Penalty: 4091.529785
	Iteration 22Q: 3 clusters Score -525741.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -525754.937500 Penalty: 4091.529785
	Iteration 23Q: 3 clusters Score -525754.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -525761.437500 Penalty: 4091.529785
	Iteration 24Q: 3 clusters Score -525761.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -525765.187500 Penalty: 4091.529785
	Iteration 25Q: 3 clusters Score -525765.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -525768.875000 Penalty: 4091.529785
	Iteration 26Q: 3 clusters Score -525768.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -525772.750000 Penalty: 4091.529785
	Iteration 27Q: 3 clusters Score -525772.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -525777.750000 Penalty: 4091.529785
	Iteration 28Q: 3 clusters Score -525777.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -525781.750000 Penalty: 4091.529785
	Iteration 29Q: 3 clusters Score -525781.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -525786.875000 Penalty: 4091.529785
	Iteration 30Q: 3 clusters Score -525786.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -525791.000000 Penalty: 4091.529785
	Iteration 31Q: 3 clusters Score -525791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -525792.375000 Penalty: 4091.529785
	Iteration 32Q: 3 clusters Score -525792.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -525794.562500 Penalty: 4091.529785
	Iteration 33Q: 3 clusters Score -525794.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -525795.500000 Penalty: 4091.529785
	Iteration 34Q: 3 clusters Score -525795.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -525798.937500 Penalty: 4091.529785
	Iteration 35Q: 3 clusters Score -525798.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -525799.750000 Penalty: 4091.529785
	Iteration 36Q: 3 clusters Score -525799.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -525800.000000 Penalty: 4091.529785
	Iteration 37Q: 3 clusters Score -525800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -525802.875000 Penalty: 4091.529785
	Iteration 38Q: 3 clusters Score -525802.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -525804.937500 Penalty: 4091.529785
	Iteration 39Q: 3 clusters Score -525804.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -525806.562500 Penalty: 4091.529785
	Iteration 40F: 3 clusters Score -525806.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -525807.687500 Penalty: 4091.529785
	Iteration 41Q: 3 clusters Score -525807.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -525807.687500 Penalty: 4091.529785
	Iteration 42F: 3 clusters Score -525807.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (30793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30793 members 
Entering Unmasked Estep 
Score: -4193501.750000 Penalty: 2563.090576
	Iteration 0F: 2 clusters Score -4193502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -4172423.500000 Penalty: 5126.181152
	Iteration 0F: 3 clusters Score -4172424 nChanged 13907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -4179810.750000 Penalty: 5126.181152
	Iteration 1F: 3 clusters Score -4179811 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -4180169.000000 Penalty: 5126.181152
	Iteration 2Q: 3 clusters Score -4180169 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -4180579.750000 Penalty: 5126.181152
	Iteration 3Q: 3 clusters Score -4180580 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -4181194.250000 Penalty: 5126.181152
	Iteration 4Q: 3 clusters Score -4181194 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -4182114.000000 Penalty: 5126.181152
	Iteration 5Q: 3 clusters Score -4182114 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -4183326.000000 Penalty: 5126.181152
	Iteration 6F: 3 clusters Score -4183326 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -4184797.000000 Penalty: 5126.181152
	Iteration 7F: 3 clusters Score -4184797 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -4186302.750000 Penalty: 5126.181152
	Iteration 8F: 3 clusters Score -4186303 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -4187711.250000 Penalty: 5126.181152
	Iteration 9F: 3 clusters Score -4187711 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -4188903.500000 Penalty: 5126.181152
	Iteration 10F: 3 clusters Score -4188904 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -4189855.500000 Penalty: 5126.181152
	Iteration 11F: 3 clusters Score -4189856 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -4190570.500000 Penalty: 5126.181152
	Iteration 12Q: 3 clusters Score -4190570 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -4191096.250000 Penalty: 5126.181152
	Iteration 13Q: 3 clusters Score -4191096 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -4191496.000000 Penalty: 5126.181152
	Iteration 14Q: 3 clusters Score -4191496 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -4191776.500000 Penalty: 5126.181152
	Iteration 15Q: 3 clusters Score -4191776 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -4192019.750000 Penalty: 5126.181152
	Iteration 16Q: 3 clusters Score -4192020 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -4192258.000000 Penalty: 5126.181152
	Iteration 17Q: 3 clusters Score -4192258 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -4192463.500000 Penalty: 5126.181152
	Iteration 18Q: 3 clusters Score -4192464 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -4192653.000000 Penalty: 5126.181152
	Iteration 19Q: 3 clusters Score -4192653 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -4192847.250000 Penalty: 5126.181152
	Iteration 20F: 3 clusters Score -4192847 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -4193087.000000 Penalty: 5126.181152
	Iteration 21Q: 3 clusters Score -4193087 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -4193405.750000 Penalty: 5126.181152
	Iteration 22Q: 3 clusters Score -4193406 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -4193591.000000 Penalty: 5126.181152
	Iteration 23Q: 3 clusters Score -4193591 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4193625.250000 Penalty: 5126.181152
	Iteration 24Q: 3 clusters Score -4193625 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -4193644.750000 Penalty: 5126.181152
	Iteration 25Q: 3 clusters Score -4193645 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -4193644.000000 Penalty: 5126.181152
	Iteration 26Q: 3 clusters Score -4193644 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -4193647.000000 Penalty: 5126.181152
	Iteration 27Q: 3 clusters Score -4193647 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4193652.250000 Penalty: 5126.181152
	Iteration 28Q: 3 clusters Score -4193652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -4193667.000000 Penalty: 5126.181152
	Iteration 29Q: 3 clusters Score -4193667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -4193668.750000 Penalty: 5126.181152
	Iteration 30Q: 3 clusters Score -4193669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4193673.250000 Penalty: 5126.181152
	Iteration 31Q: 3 clusters Score -4193673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4193673.750000 Penalty: 5126.181152
	Iteration 32Q: 3 clusters Score -4193674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4193672.750000 Penalty: 5126.181152
	Iteration 33Q: 3 clusters Score -4193673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4193672.750000 Penalty: 5126.181152
	Iteration 34F: 3 clusters Score -4193673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 65426 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 160957 members 
Mstep: Class 6 contains 3824 members 
Mstep: Class 7 contains 29392 members 
Mstep: Class 8 contains 140666 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 159990 members 
Mstep: Class 11 contains 6405 members 
Mstep: Class 12 contains 131886 members 
Mstep: Class 13 contains 17283 members 
Mstep: Class 14 contains 16704 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32966 members 
Mstep: Class 17 contains 3675 members 
Mstep: Class 18 contains 180057 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3453 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Mstep: Class 26 contains 1401 members 
Entering Unmasked Estep 
Score: -132673192.000000 Penalty: 88826.445312
Splitting cluster 7 changes total score from -132674208.000000 to -132673192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (140666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140666 members 
Entering Unmasked Estep 
Score: -19738386.000000 Penalty: 2939.827393
	Iteration 0F: 2 clusters Score -1.973839e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69926 members 
Mstep: Class 2 contains 70740 members 
Entering Unmasked Estep 
Score: -19649836.000000 Penalty: 5879.654785
	Iteration 0F: 3 clusters Score -1.964984e+07 nChanged 67379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63999 members 
Mstep: Class 2 contains 76667 members 
Entering Unmasked Estep 
Score: -19689422.000000 Penalty: 5879.654785
	Iteration 1F: 3 clusters Score -1.968942e+07 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60180 members 
Mstep: Class 2 contains 80486 members 
Entering Unmasked Estep 
Score: -19691848.000000 Penalty: 5879.654785
	Iteration 2Q: 3 clusters Score -1.969185e+07 nChanged 7957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54361 members 
Mstep: Class 2 contains 86305 members 
Entering Unmasked Estep 
Score: -19696424.000000 Penalty: 5879.654785
	Iteration 3F: 3 clusters Score -1.969642e+07 nChanged 10122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 94253 members 
Entering Unmasked Estep 
Score: -19703412.000000 Penalty: 5879.654785
	Iteration 4F: 3 clusters Score -1.970341e+07 nChanged 11902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 103839 members 
Entering Unmasked Estep 
Score: -19713514.000000 Penalty: 5879.654785
	Iteration 5F: 3 clusters Score -1.971351e+07 nChanged 11229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 112758 members 
Entering Unmasked Estep 
Score: -19723048.000000 Penalty: 5879.654785
	Iteration 6F: 3 clusters Score -1.972305e+07 nChanged 8143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 118703 members 
Entering Unmasked Estep 
Score: -19729880.000000 Penalty: 5879.654785
	Iteration 7F: 3 clusters Score -1.972988e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 121913 members 
Entering Unmasked Estep 
Score: -19733804.000000 Penalty: 5879.654785
	Iteration 8Q: 3 clusters Score -1.97338e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 123439 members 
Entering Unmasked Estep 
Score: -19736126.000000 Penalty: 5879.654785
	Iteration 9Q: 3 clusters Score -1.973613e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 124068 members 
Entering Unmasked Estep 
Score: -19737168.000000 Penalty: 5879.654785
	Iteration 10Q: 3 clusters Score -1.973717e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 124226 members 
Entering Unmasked Estep 
Score: -19737798.000000 Penalty: 5879.654785
	Iteration 11Q: 3 clusters Score -1.97378e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 124174 members 
Entering Unmasked Estep 
Score: -19738054.000000 Penalty: 5879.654785
	Iteration 12Q: 3 clusters Score -1.973805e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 123971 members 
Entering Unmasked Estep 
Score: -19738156.000000 Penalty: 5879.654785
	Iteration 13Q: 3 clusters Score -1.973816e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 123721 members 
Entering Unmasked Estep 
Score: -19738240.000000 Penalty: 5879.654785
	Iteration 14Q: 3 clusters Score -1.973824e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 123470 members 
Entering Unmasked Estep 
Score: -19738308.000000 Penalty: 5879.654785
	Iteration 15Q: 3 clusters Score -1.973831e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 123211 members 
Entering Unmasked Estep 
Score: -19738362.000000 Penalty: 5879.654785
	Iteration 16Q: 3 clusters Score -1.973836e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 122957 members 
Entering Unmasked Estep 
Score: -19738392.000000 Penalty: 5879.654785
	Iteration 17Q: 3 clusters Score -1.973839e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 122701 members 
Entering Unmasked Estep 
Score: -19738468.000000 Penalty: 5879.654785
	Iteration 18Q: 3 clusters Score -1.973847e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 122424 members 
Entering Unmasked Estep 
Score: -19738482.000000 Penalty: 5879.654785
	Iteration 19Q: 3 clusters Score -1.973848e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 122118 members 
Entering Unmasked Estep 
Score: -19738486.000000 Penalty: 5879.654785
	Iteration 20F: 3 clusters Score -1.973849e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 121864 members 
Entering Unmasked Estep 
Score: -19738576.000000 Penalty: 5879.654785
	Iteration 21Q: 3 clusters Score -1.973858e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 121580 members 
Entering Unmasked Estep 
Score: -19738582.000000 Penalty: 5879.654785
	Iteration 22Q: 3 clusters Score -1.973858e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 121289 members 
Entering Unmasked Estep 
Score: -19738602.000000 Penalty: 5879.654785
	Iteration 23Q: 3 clusters Score -1.97386e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 121044 members 
Entering Unmasked Estep 
Score: -19738654.000000 Penalty: 5879.654785
	Iteration 24Q: 3 clusters Score -1.973865e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 120835 members 
Entering Unmasked Estep 
Score: -19738650.000000 Penalty: 5879.654785
	Iteration 25Q: 3 clusters Score -1.973865e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 120641 members 
Entering Unmasked Estep 
Score: -19738628.000000 Penalty: 5879.654785
	Iteration 26Q: 3 clusters Score -1.973863e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 120467 members 
Entering Unmasked Estep 
Score: -19738646.000000 Penalty: 5879.654785
	Iteration 27Q: 3 clusters Score -1.973865e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 120314 members 
Entering Unmasked Estep 
Score: -19738658.000000 Penalty: 5879.654785
	Iteration 28Q: 3 clusters Score -1.973866e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 120173 members 
Entering Unmasked Estep 
Score: -19738654.000000 Penalty: 5879.654785
	Iteration 29Q: 3 clusters Score -1.973865e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 120039 members 
Entering Unmasked Estep 
Score: -19738660.000000 Penalty: 5879.654785
	Iteration 30Q: 3 clusters Score -1.973866e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 119911 members 
Entering Unmasked Estep 
Score: -19738672.000000 Penalty: 5879.654785
	Iteration 31Q: 3 clusters Score -1.973867e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 119786 members 
Entering Unmasked Estep 
Score: -19738646.000000 Penalty: 5879.654785
	Iteration 32Q: 3 clusters Score -1.973865e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 119648 members 
Entering Unmasked Estep 
Score: -19738640.000000 Penalty: 5879.654785
	Iteration 33Q: 3 clusters Score -1.973864e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 119497 members 
Entering Unmasked Estep 
Score: -19738624.000000 Penalty: 5879.654785
	Iteration 34Q: 3 clusters Score -1.973862e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 119357 members 
Entering Unmasked Estep 
Score: -19738626.000000 Penalty: 5879.654785
	Iteration 35Q: 3 clusters Score -1.973863e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 119233 members 
Entering Unmasked Estep 
Score: -19738654.000000 Penalty: 5879.654785
	Iteration 36Q: 3 clusters Score -1.973865e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 119121 members 
Entering Unmasked Estep 
Score: -19738682.000000 Penalty: 5879.654785
	Iteration 37Q: 3 clusters Score -1.973868e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 119020 members 
Entering Unmasked Estep 
Score: -19738680.000000 Penalty: 5879.654785
	Iteration 38Q: 3 clusters Score -1.973868e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 118907 members 
Entering Unmasked Estep 
Score: -19738680.000000 Penalty: 5879.654785
	Iteration 39Q: 3 clusters Score -1.973868e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 118802 members 
Entering Unmasked Estep 
Score: -19738670.000000 Penalty: 5879.654785
	Iteration 40F: 3 clusters Score -1.973867e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 118702 members 
Entering Unmasked Estep 
Score: -19738640.000000 Penalty: 5879.654785
	Iteration 41Q: 3 clusters Score -1.973864e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 118605 members 
Entering Unmasked Estep 
Score: -19738618.000000 Penalty: 5879.654785
	Iteration 42Q: 3 clusters Score -1.973862e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 118507 members 
Entering Unmasked Estep 
Score: -19738620.000000 Penalty: 5879.654785
	Iteration 43Q: 3 clusters Score -1.973862e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 118413 members 
Entering Unmasked Estep 
Score: -19738646.000000 Penalty: 5879.654785
	Iteration 44Q: 3 clusters Score -1.973865e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 118327 members 
Entering Unmasked Estep 
Score: -19738646.000000 Penalty: 5879.654785
	Iteration 45Q: 3 clusters Score -1.973865e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 118247 members 
Entering Unmasked Estep 
Score: -19738658.000000 Penalty: 5879.654785
	Iteration 46Q: 3 clusters Score -1.973866e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 118179 members 
Entering Unmasked Estep 
Score: -19738660.000000 Penalty: 5879.654785
	Iteration 47Q: 3 clusters Score -1.973866e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 118103 members 
Entering Unmasked Estep 
Score: -19738652.000000 Penalty: 5879.654785
	Iteration 48Q: 3 clusters Score -1.973865e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 118028 members 
Entering Unmasked Estep 
Score: -19738640.000000 Penalty: 5879.654785
	Iteration 49Q: 3 clusters Score -1.973864e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 117959 members 
Entering Unmasked Estep 
Score: -19738654.000000 Penalty: 5879.654785
	Iteration 50Q: 3 clusters Score -1.973865e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 117888 members 
Entering Unmasked Estep 
Score: -19738658.000000 Penalty: 5879.654785
	Iteration 51Q: 3 clusters Score -1.973866e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 117819 members 
Entering Unmasked Estep 
Score: -19738662.000000 Penalty: 5879.654785
	Iteration 52Q: 3 clusters Score -1.973866e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 117748 members 
Entering Unmasked Estep 
Score: -19738668.000000 Penalty: 5879.654785
	Iteration 53Q: 3 clusters Score -1.973867e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 117694 members 
Entering Unmasked Estep 
Score: -19738668.000000 Penalty: 5879.654785
	Iteration 54Q: 3 clusters Score -1.973867e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 117647 members 
Entering Unmasked Estep 
Score: -19738662.000000 Penalty: 5879.654785
	Iteration 55Q: 3 clusters Score -1.973866e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 117615 members 
Entering Unmasked Estep 
Score: -19738654.000000 Penalty: 5879.654785
	Iteration 56Q: 3 clusters Score -1.973865e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 117594 members 
Entering Unmasked Estep 
Score: -19738648.000000 Penalty: 5879.654785
	Iteration 57Q: 3 clusters Score -1.973865e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 117570 members 
Entering Unmasked Estep 
Score: -19738644.000000 Penalty: 5879.654785
	Iteration 58Q: 3 clusters Score -1.973864e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 117540 members 
Entering Unmasked Estep 
Score: -19738668.000000 Penalty: 5879.654785
	Iteration 59Q: 3 clusters Score -1.973867e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 117509 members 
Entering Unmasked Estep 
Score: -19738688.000000 Penalty: 5879.654785
	Iteration 60F: 3 clusters Score -1.973869e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 117477 members 
Entering Unmasked Estep 
Score: -19738690.000000 Penalty: 5879.654785
	Iteration 61Q: 3 clusters Score -1.973869e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 117448 members 
Entering Unmasked Estep 
Score: -19738694.000000 Penalty: 5879.654785
	Iteration 62Q: 3 clusters Score -1.973869e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 117424 members 
Entering Unmasked Estep 
Score: -19738710.000000 Penalty: 5879.654785
	Iteration 63Q: 3 clusters Score -1.973871e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 117400 members 
Entering Unmasked Estep 
Score: -19738708.000000 Penalty: 5879.654785
	Iteration 64Q: 3 clusters Score -1.973871e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 117380 members 
Entering Unmasked Estep 
Score: -19738708.000000 Penalty: 5879.654785
	Iteration 65Q: 3 clusters Score -1.973871e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 117365 members 
Entering Unmasked Estep 
Score: -19738714.000000 Penalty: 5879.654785
	Iteration 66Q: 3 clusters Score -1.973871e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 117341 members 
Entering Unmasked Estep 
Score: -19738706.000000 Penalty: 5879.654785
	Iteration 67Q: 3 clusters Score -1.973871e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 117324 members 
Entering Unmasked Estep 
Score: -19738714.000000 Penalty: 5879.654785
	Iteration 68Q: 3 clusters Score -1.973871e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 117303 members 
Entering Unmasked Estep 
Score: -19738714.000000 Penalty: 5879.654785
	Iteration 69Q: 3 clusters Score -1.973871e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 117287 members 
Entering Unmasked Estep 
Score: -19738720.000000 Penalty: 5879.654785
	Iteration 70Q: 3 clusters Score -1.973872e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 117275 members 
Entering Unmasked Estep 
Score: -19738714.000000 Penalty: 5879.654785
	Iteration 71Q: 3 clusters Score -1.973871e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 117266 members 
Entering Unmasked Estep 
Score: -19738710.000000 Penalty: 5879.654785
	Iteration 72Q: 3 clusters Score -1.973871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 117259 members 
Entering Unmasked Estep 
Score: -19738720.000000 Penalty: 5879.654785
	Iteration 73Q: 3 clusters Score -1.973872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 117253 members 
Entering Unmasked Estep 
Score: -19738714.000000 Penalty: 5879.654785
	Iteration 74Q: 3 clusters Score -1.973871e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 117244 members 
Entering Unmasked Estep 
Score: -19738714.000000 Penalty: 5879.654785
	Iteration 75Q: 3 clusters Score -1.973871e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 117231 members 
Entering Unmasked Estep 
Score: -19738714.000000 Penalty: 5879.654785
	Iteration 76Q: 3 clusters Score -1.973871e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 117222 members 
Entering Unmasked Estep 
Score: -19738716.000000 Penalty: 5879.654785
	Iteration 77Q: 3 clusters Score -1.973872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 117214 members 
Entering Unmasked Estep 
Score: -19738696.000000 Penalty: 5879.654785
	Iteration 78Q: 3 clusters Score -1.97387e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 117206 members 
Entering Unmasked Estep 
Score: -19738700.000000 Penalty: 5879.654785
	Iteration 79Q: 3 clusters Score -1.97387e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 117200 members 
Entering Unmasked Estep 
Score: -19738706.000000 Penalty: 5879.654785
	Iteration 80F: 3 clusters Score -1.973871e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 117194 members 
Entering Unmasked Estep 
Score: -19738698.000000 Penalty: 5879.654785
	Iteration 81Q: 3 clusters Score -1.97387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 117190 members 
Entering Unmasked Estep 
Score: -19738700.000000 Penalty: 5879.654785
	Iteration 82Q: 3 clusters Score -1.97387e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 117183 members 
Entering Unmasked Estep 
Score: -19738714.000000 Penalty: 5879.654785
	Iteration 83Q: 3 clusters Score -1.973871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 117176 members 
Entering Unmasked Estep 
Score: -19738710.000000 Penalty: 5879.654785
	Iteration 84Q: 3 clusters Score -1.973871e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 117172 members 
Entering Unmasked Estep 
Score: -19738690.000000 Penalty: 5879.654785
	Iteration 85Q: 3 clusters Score -1.973869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 117167 members 
Entering Unmasked Estep 
Score: -19738698.000000 Penalty: 5879.654785
	Iteration 86Q: 3 clusters Score -1.97387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 117164 members 
Entering Unmasked Estep 
Score: -19738704.000000 Penalty: 5879.654785
	Iteration 87Q: 3 clusters Score -1.97387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 117161 members 
Entering Unmasked Estep 
Score: -19738692.000000 Penalty: 5879.654785
	Iteration 88Q: 3 clusters Score -1.973869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 117156 members 
Entering Unmasked Estep 
Score: -19738706.000000 Penalty: 5879.654785
	Iteration 89Q: 3 clusters Score -1.973871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 117154 members 
Entering Unmasked Estep 
Score: -19738712.000000 Penalty: 5879.654785
	Iteration 90Q: 3 clusters Score -1.973871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 117152 members 
Entering Unmasked Estep 
Score: -19738710.000000 Penalty: 5879.654785
	Iteration 91Q: 3 clusters Score -1.973871e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 117147 members 
Entering Unmasked Estep 
Score: -19738702.000000 Penalty: 5879.654785
	Iteration 92Q: 3 clusters Score -1.97387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 117144 members 
Entering Unmasked Estep 
Score: -19738708.000000 Penalty: 5879.654785
	Iteration 93Q: 3 clusters Score -1.973871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 117142 members 
Entering Unmasked Estep 
Score: -19738708.000000 Penalty: 5879.654785
	Iteration 94Q: 3 clusters Score -1.973871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 117141 members 
Entering Unmasked Estep 
Score: -19738704.000000 Penalty: 5879.654785
	Iteration 95Q: 3 clusters Score -1.97387e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 117141 members 
Entering Unmasked Estep 
Score: -19738704.000000 Penalty: 5879.654785
	Iteration 96F: 3 clusters Score -1.97387e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 65426 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 160957 members 
Mstep: Class 6 contains 3824 members 
Mstep: Class 7 contains 30793 members 
Mstep: Class 8 contains 23525 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 159990 members 
Mstep: Class 11 contains 6405 members 
Mstep: Class 12 contains 131886 members 
Mstep: Class 13 contains 17283 members 
Mstep: Class 14 contains 16704 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32966 members 
Mstep: Class 17 contains 3675 members 
Mstep: Class 18 contains 180057 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3453 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Mstep: Class 26 contains 117141 members 
Entering Unmasked Estep 
Score: -132673904.000000 Penalty: 88826.445312
Splitting cluster 8 changes total score from -132674208.000000 to -132673904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -80564.335938 Penalty: 1586.851562
	Iteration 0F: 2 clusters Score -80564.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -78976.539062 Penalty: 3173.703125
	Iteration 0F: 3 clusters Score -78976.54 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -79212.250000 Penalty: 3173.703125
	Iteration 1F: 3 clusters Score -79212.25 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -79294.007812 Penalty: 3173.703125
	Iteration 2F: 3 clusters Score -79294.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -79314.414062 Penalty: 3173.703125
	Iteration 3Q: 3 clusters Score -79314.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -79329.023438 Penalty: 3173.703125
	Iteration 4Q: 3 clusters Score -79329.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -79341.625000 Penalty: 3173.703125
	Iteration 5Q: 3 clusters Score -79341.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -79352.679688 Penalty: 3173.703125
	Iteration 6Q: 3 clusters Score -79352.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -79352.679688 Penalty: 3173.703125
	Iteration 7F: 3 clusters Score -79352.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (159990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159990 members 
Entering Unmasked Estep 
Score: -22320524.000000 Penalty: 2971.750732
	Iteration 0F: 2 clusters Score -2.232052e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79866 members 
Mstep: Class 2 contains 80124 members 
Entering Unmasked Estep 
Score: -22214816.000000 Penalty: 5943.501465
	Iteration 0F: 3 clusters Score -2.221482e+07 nChanged 76580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77214 members 
Mstep: Class 2 contains 82776 members 
Entering Unmasked Estep 
Score: -22259808.000000 Penalty: 5943.501465
	Iteration 1F: 3 clusters Score -2.225981e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75703 members 
Mstep: Class 2 contains 84287 members 
Entering Unmasked Estep 
Score: -22260802.000000 Penalty: 5943.501465
	Iteration 2Q: 3 clusters Score -2.22608e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73392 members 
Mstep: Class 2 contains 86598 members 
Entering Unmasked Estep 
Score: -22261732.000000 Penalty: 5943.501465
	Iteration 3Q: 3 clusters Score -2.226173e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69978 members 
Mstep: Class 2 contains 90012 members 
Entering Unmasked Estep 
Score: -22263326.000000 Penalty: 5943.501465
	Iteration 4Q: 3 clusters Score -2.226333e+07 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64893 members 
Mstep: Class 2 contains 95097 members 
Entering Unmasked Estep 
Score: -22265454.000000 Penalty: 5943.501465
	Iteration 5Q: 3 clusters Score -2.226545e+07 nChanged 7986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57783 members 
Mstep: Class 2 contains 102207 members 
Entering Unmasked Estep 
Score: -22269408.000000 Penalty: 5943.501465
	Iteration 6Q: 3 clusters Score -2.226941e+07 nChanged 9865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48348 members 
Mstep: Class 2 contains 111642 members 
Entering Unmasked Estep 
Score: -22275376.000000 Penalty: 5943.501465
	Iteration 7F: 3 clusters Score -2.227538e+07 nChanged 11661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 123141 members 
Entering Unmasked Estep 
Score: -22283914.000000 Penalty: 5943.501465
	Iteration 8F: 3 clusters Score -2.228391e+07 nChanged 12422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 135517 members 
Entering Unmasked Estep 
Score: -22294546.000000 Penalty: 5943.501465
	Iteration 9F: 3 clusters Score -2.229455e+07 nChanged 11040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 146553 members 
Entering Unmasked Estep 
Score: -22305000.000000 Penalty: 5943.501465
	Iteration 10F: 3 clusters Score -2.2305e+07 nChanged 7654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 154207 members 
Entering Unmasked Estep 
Score: -22312862.000000 Penalty: 5943.501465
	Iteration 11Q: 3 clusters Score -2.231286e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 157942 members 
Entering Unmasked Estep 
Score: -22316108.000000 Penalty: 5943.501465
	Iteration 12Q: 3 clusters Score -2.231611e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 159201 members 
Entering Unmasked Estep 
Score: -22317176.000000 Penalty: 5943.501465
	Iteration 13Q: 3 clusters Score -2.231718e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 159601 members 
Entering Unmasked Estep 
Score: -22317596.000000 Penalty: 5943.501465
	Iteration 14Q: 3 clusters Score -2.23176e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 159703 members 
Entering Unmasked Estep 
Score: -22317710.000000 Penalty: 5943.501465
	Iteration 15Q: 3 clusters Score -2.231771e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 159734 members 
Entering Unmasked Estep 
Score: -22317762.000000 Penalty: 5943.501465
	Iteration 16Q: 3 clusters Score -2.231776e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 159741 members 
Entering Unmasked Estep 
Score: -22317792.000000 Penalty: 5943.501465
	Iteration 17Q: 3 clusters Score -2.231779e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 159748 members 
Entering Unmasked Estep 
Score: -22317816.000000 Penalty: 5943.501465
	Iteration 18Q: 3 clusters Score -2.231782e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 159747 members 
Entering Unmasked Estep 
Score: -22317826.000000 Penalty: 5943.501465
	Iteration 19Q: 3 clusters Score -2.231783e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 159750 members 
Entering Unmasked Estep 
Score: -22317854.000000 Penalty: 5943.501465
	Iteration 20F: 3 clusters Score -2.231785e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 159749 members 
Entering Unmasked Estep 
Score: -22317858.000000 Penalty: 5943.501465
	Iteration 21Q: 3 clusters Score -2.231786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 159750 members 
Entering Unmasked Estep 
Score: -22317862.000000 Penalty: 5943.501465
	Iteration 22Q: 3 clusters Score -2.231786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 159750 members 
Entering Unmasked Estep 
Score: -22317876.000000 Penalty: 5943.501465
	Iteration 23Q: 3 clusters Score -2.231788e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 159746 members 
Entering Unmasked Estep 
Score: -22317872.000000 Penalty: 5943.501465
	Iteration 24Q: 3 clusters Score -2.231787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 159748 members 
Entering Unmasked Estep 
Score: -22317878.000000 Penalty: 5943.501465
	Iteration 25Q: 3 clusters Score -2.231788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 159749 members 
Entering Unmasked Estep 
Score: -22317876.000000 Penalty: 5943.501465
	Iteration 26Q: 3 clusters Score -2.231788e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 159749 members 
Entering Unmasked Estep 
Score: -22317876.000000 Penalty: 5943.501465
	Iteration 27F: 3 clusters Score -2.231788e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Entering Unmasked Estep 
Score: -873334.187500 Penalty: 2173.678955
	Iteration 0F: 2 clusters Score -873334.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -867950.375000 Penalty: 4347.357910
	Iteration 0F: 3 clusters Score -867950.4 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -869204.562500 Penalty: 4347.357910
	Iteration 1F: 3 clusters Score -869204.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -869426.812500 Penalty: 4347.357910
	Iteration 2F: 3 clusters Score -869426.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -869580.125000 Penalty: 4347.357910
	Iteration 3F: 3 clusters Score -869580.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -869714.000000 Penalty: 4347.357910
	Iteration 4Q: 3 clusters Score -869714 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -869825.312500 Penalty: 4347.357910
	Iteration 5Q: 3 clusters Score -869825.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -869921.687500 Penalty: 4347.357910
	Iteration 6Q: 3 clusters Score -869921.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -870030.812500 Penalty: 4347.357910
	Iteration 7Q: 3 clusters Score -870030.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -870187.312500 Penalty: 4347.357910
	Iteration 8Q: 3 clusters Score -870187.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -870336.062500 Penalty: 4347.357910
	Iteration 9Q: 3 clusters Score -870336.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -870494.687500 Penalty: 4347.357910
	Iteration 10Q: 3 clusters Score -870494.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -870635.937500 Penalty: 4347.357910
	Iteration 11Q: 3 clusters Score -870635.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -870775.500000 Penalty: 4347.357910
	Iteration 12Q: 3 clusters Score -870775.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -870895.375000 Penalty: 4347.357910
	Iteration 13Q: 3 clusters Score -870895.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -871039.000000 Penalty: 4347.357910
	Iteration 14Q: 3 clusters Score -871039 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -871170.437500 Penalty: 4347.357910
	Iteration 15Q: 3 clusters Score -871170.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -871287.500000 Penalty: 4347.357910
	Iteration 16Q: 3 clusters Score -871287.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -871396.625000 Penalty: 4347.357910
	Iteration 17Q: 3 clusters Score -871396.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -871500.062500 Penalty: 4347.357910
	Iteration 18Q: 3 clusters Score -871500.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -871588.312500 Penalty: 4347.357910
	Iteration 19Q: 3 clusters Score -871588.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -871661.937500 Penalty: 4347.357910
	Iteration 20F: 3 clusters Score -871661.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -871721.125000 Penalty: 4347.357910
	Iteration 21Q: 3 clusters Score -871721.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -871771.375000 Penalty: 4347.357910
	Iteration 22Q: 3 clusters Score -871771.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -871817.062500 Penalty: 4347.357910
	Iteration 23Q: 3 clusters Score -871817.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -871874.375000 Penalty: 4347.357910
	Iteration 24Q: 3 clusters Score -871874.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -871935.000000 Penalty: 4347.357910
	Iteration 25Q: 3 clusters Score -871935 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -871988.687500 Penalty: 4347.357910
	Iteration 26Q: 3 clusters Score -871988.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -872045.125000 Penalty: 4347.357910
	Iteration 27Q: 3 clusters Score -872045.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -872115.812500 Penalty: 4347.357910
	Iteration 28Q: 3 clusters Score -872115.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -872177.250000 Penalty: 4347.357910
	Iteration 29Q: 3 clusters Score -872177.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -872222.875000 Penalty: 4347.357910
	Iteration 30Q: 3 clusters Score -872222.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -872260.875000 Penalty: 4347.357910
	Iteration 31Q: 3 clusters Score -872260.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -872275.250000 Penalty: 4347.357910
	Iteration 32Q: 3 clusters Score -872275.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -872291.437500 Penalty: 4347.357910
	Iteration 33Q: 3 clusters Score -872291.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -872297.187500 Penalty: 4347.357910
	Iteration 34Q: 3 clusters Score -872297.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -872300.437500 Penalty: 4347.357910
	Iteration 35Q: 3 clusters Score -872300.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -872301.125000 Penalty: 4347.357910
	Iteration 36Q: 3 clusters Score -872301.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -872301.500000 Penalty: 4347.357910
	Iteration 37Q: 3 clusters Score -872301.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -872301.500000 Penalty: 4347.357910
	Iteration 38F: 3 clusters Score -872301.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (131886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131886 members 
Entering Unmasked Estep 
Score: -18672462.000000 Penalty: 2923.843750
	Iteration 0F: 2 clusters Score -1.867246e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65527 members 
Mstep: Class 2 contains 66359 members 
Entering Unmasked Estep 
Score: -18588866.000000 Penalty: 5847.687500
	Iteration 0F: 3 clusters Score -1.858887e+07 nChanged 62810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59451 members 
Mstep: Class 2 contains 72435 members 
Entering Unmasked Estep 
Score: -18625202.000000 Penalty: 5847.687500
	Iteration 1F: 3 clusters Score -1.86252e+07 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55554 members 
Mstep: Class 2 contains 76332 members 
Entering Unmasked Estep 
Score: -18626790.000000 Penalty: 5847.687500
	Iteration 2Q: 3 clusters Score -1.862679e+07 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49593 members 
Mstep: Class 2 contains 82293 members 
Entering Unmasked Estep 
Score: -18629646.000000 Penalty: 5847.687500
	Iteration 3Q: 3 clusters Score -1.862965e+07 nChanged 8845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 90928 members 
Entering Unmasked Estep 
Score: -18634942.000000 Penalty: 5847.687500
	Iteration 4F: 3 clusters Score -1.863494e+07 nChanged 11297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 102149 members 
Entering Unmasked Estep 
Score: -18643366.000000 Penalty: 5847.687500
	Iteration 5F: 3 clusters Score -1.864337e+07 nChanged 11928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 114029 members 
Entering Unmasked Estep 
Score: -18653180.000000 Penalty: 5847.687500
	Iteration 6F: 3 clusters Score -1.865318e+07 nChanged 9463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 123480 members 
Entering Unmasked Estep 
Score: -18661618.000000 Penalty: 5847.687500
	Iteration 7F: 3 clusters Score -1.866162e+07 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 128602 members 
Entering Unmasked Estep 
Score: -18666484.000000 Penalty: 5847.687500
	Iteration 8Q: 3 clusters Score -1.866648e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 130625 members 
Entering Unmasked Estep 
Score: -18668516.000000 Penalty: 5847.687500
	Iteration 9Q: 3 clusters Score -1.866852e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 131296 members 
Entering Unmasked Estep 
Score: -18669206.000000 Penalty: 5847.687500
	Iteration 10Q: 3 clusters Score -1.866921e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 131503 members 
Entering Unmasked Estep 
Score: -18669508.000000 Penalty: 5847.687500
	Iteration 11Q: 3 clusters Score -1.866951e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 131561 members 
Entering Unmasked Estep 
Score: -18669596.000000 Penalty: 5847.687500
	Iteration 12Q: 3 clusters Score -1.86696e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 131591 members 
Entering Unmasked Estep 
Score: -18669710.000000 Penalty: 5847.687500
	Iteration 13Q: 3 clusters Score -1.866971e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 131606 members 
Entering Unmasked Estep 
Score: -18669748.000000 Penalty: 5847.687500
	Iteration 14Q: 3 clusters Score -1.866975e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 131609 members 
Entering Unmasked Estep 
Score: -18669768.000000 Penalty: 5847.687500
	Iteration 15Q: 3 clusters Score -1.866977e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 131615 members 
Entering Unmasked Estep 
Score: -18669838.000000 Penalty: 5847.687500
	Iteration 16Q: 3 clusters Score -1.866984e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 131617 members 
Entering Unmasked Estep 
Score: -18669844.000000 Penalty: 5847.687500
	Iteration 17Q: 3 clusters Score -1.866984e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 131619 members 
Entering Unmasked Estep 
Score: -18669854.000000 Penalty: 5847.687500
	Iteration 18Q: 3 clusters Score -1.866985e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 131620 members 
Entering Unmasked Estep 
Score: -18669874.000000 Penalty: 5847.687500
	Iteration 19Q: 3 clusters Score -1.866987e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 131621 members 
Entering Unmasked Estep 
Score: -18669872.000000 Penalty: 5847.687500
	Iteration 20F: 3 clusters Score -1.866987e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Entering Unmasked Estep 
Score: -2441437.750000 Penalty: 2419.854736
	Iteration 0F: 2 clusters Score -2441438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -2429152.750000 Penalty: 4839.709473
	Iteration 0F: 3 clusters Score -2429153 nChanged 7496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2433119.750000 Penalty: 4839.709473
	Iteration 1F: 3 clusters Score -2433120 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2433442.750000 Penalty: 4839.709473
	Iteration 2F: 3 clusters Score -2433443 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2433696.500000 Penalty: 4839.709473
	Iteration 3Q: 3 clusters Score -2433696 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -2433892.000000 Penalty: 4839.709473
	Iteration 4Q: 3 clusters Score -2433892 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2434028.750000 Penalty: 4839.709473
	Iteration 5Q: 3 clusters Score -2434029 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -2434149.000000 Penalty: 4839.709473
	Iteration 6Q: 3 clusters Score -2434149 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2434254.500000 Penalty: 4839.709473
	Iteration 7Q: 3 clusters Score -2434254 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -2434354.750000 Penalty: 4839.709473
	Iteration 8Q: 3 clusters Score -2434355 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -2434467.750000 Penalty: 4839.709473
	Iteration 9Q: 3 clusters Score -2434468 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -2434578.250000 Penalty: 4839.709473
	Iteration 10Q: 3 clusters Score -2434578 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2434738.500000 Penalty: 4839.709473
	Iteration 11Q: 3 clusters Score -2434738 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -2434913.750000 Penalty: 4839.709473
	Iteration 12Q: 3 clusters Score -2434914 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -2435147.500000 Penalty: 4839.709473
	Iteration 13Q: 3 clusters Score -2435148 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -2435466.250000 Penalty: 4839.709473
	Iteration 14Q: 3 clusters Score -2435466 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -2435897.750000 Penalty: 4839.709473
	Iteration 15Q: 3 clusters Score -2435898 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -2436444.000000 Penalty: 4839.709473
	Iteration 16Q: 3 clusters Score -2436444 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -2437009.500000 Penalty: 4839.709473
	Iteration 17Q: 3 clusters Score -2437010 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -2437601.000000 Penalty: 4839.709473
	Iteration 18Q: 3 clusters Score -2437601 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -2438101.000000 Penalty: 4839.709473
	Iteration 19Q: 3 clusters Score -2438101 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -2438493.250000 Penalty: 4839.709473
	Iteration 20F: 3 clusters Score -2438493 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -2438810.000000 Penalty: 4839.709473
	Iteration 21Q: 3 clusters Score -2438810 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -2438998.250000 Penalty: 4839.709473
	Iteration 22Q: 3 clusters Score -2438998 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -2439110.500000 Penalty: 4839.709473
	Iteration 23Q: 3 clusters Score -2439110 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -2439163.750000 Penalty: 4839.709473
	Iteration 24Q: 3 clusters Score -2439164 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -2439207.750000 Penalty: 4839.709473
	Iteration 25Q: 3 clusters Score -2439208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -2439227.750000 Penalty: 4839.709473
	Iteration 26Q: 3 clusters Score -2439228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2439247.000000 Penalty: 4839.709473
	Iteration 27Q: 3 clusters Score -2439247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -2439264.250000 Penalty: 4839.709473
	Iteration 28Q: 3 clusters Score -2439264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -2439277.500000 Penalty: 4839.709473
	Iteration 29Q: 3 clusters Score -2439278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -2439287.250000 Penalty: 4839.709473
	Iteration 30Q: 3 clusters Score -2439287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -2439295.750000 Penalty: 4839.709473
	Iteration 31Q: 3 clusters Score -2439296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -2439301.750000 Penalty: 4839.709473
	Iteration 32Q: 3 clusters Score -2439302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -2439302.750000 Penalty: 4839.709473
	Iteration 33Q: 3 clusters Score -2439303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -2439304.250000 Penalty: 4839.709473
	Iteration 34Q: 3 clusters Score -2439304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -2439304.250000 Penalty: 4839.709473
	Iteration 35F: 3 clusters Score -2439304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Entering Unmasked Estep 
Score: -2380724.250000 Penalty: 2411.404297
	Iteration 0F: 2 clusters Score -2380724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -2368791.750000 Penalty: 4822.808594
	Iteration 0F: 3 clusters Score -2368792 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -2372491.500000 Penalty: 4822.808594
	Iteration 1F: 3 clusters Score -2372492 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -2372839.750000 Penalty: 4822.808594
	Iteration 2F: 3 clusters Score -2372840 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -2373134.000000 Penalty: 4822.808594
	Iteration 3Q: 3 clusters Score -2373134 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -2373419.250000 Penalty: 4822.808594
	Iteration 4Q: 3 clusters Score -2373419 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2373699.000000 Penalty: 4822.808594
	Iteration 5Q: 3 clusters Score -2373699 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -2374053.250000 Penalty: 4822.808594
	Iteration 6Q: 3 clusters Score -2374053 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -2374542.000000 Penalty: 4822.808594
	Iteration 7Q: 3 clusters Score -2374542 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2375128.500000 Penalty: 4822.808594
	Iteration 8F: 3 clusters Score -2375128 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2375826.750000 Penalty: 4822.808594
	Iteration 9F: 3 clusters Score -2375827 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2376588.250000 Penalty: 4822.808594
	Iteration 10F: 3 clusters Score -2376588 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2377352.750000 Penalty: 4822.808594
	Iteration 11Q: 3 clusters Score -2377353 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2377852.250000 Penalty: 4822.808594
	Iteration 12Q: 3 clusters Score -2377852 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2378178.000000 Penalty: 4822.808594
	Iteration 13Q: 3 clusters Score -2378178 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2378356.000000 Penalty: 4822.808594
	Iteration 14Q: 3 clusters Score -2378356 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2378457.500000 Penalty: 4822.808594
	Iteration 15Q: 3 clusters Score -2378458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2378503.000000 Penalty: 4822.808594
	Iteration 16Q: 3 clusters Score -2378503 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2378531.500000 Penalty: 4822.808594
	Iteration 17Q: 3 clusters Score -2378532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2378549.250000 Penalty: 4822.808594
	Iteration 18Q: 3 clusters Score -2378549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2378565.250000 Penalty: 4822.808594
	Iteration 19Q: 3 clusters Score -2378565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2378577.750000 Penalty: 4822.808594
	Iteration 20F: 3 clusters Score -2378578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2378591.750000 Penalty: 4822.808594
	Iteration 21Q: 3 clusters Score -2378592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2378593.000000 Penalty: 4822.808594
	Iteration 22Q: 3 clusters Score -2378593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2378599.000000 Penalty: 4822.808594
	Iteration 23Q: 3 clusters Score -2378599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2378603.500000 Penalty: 4822.808594
	Iteration 24Q: 3 clusters Score -2378604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2378601.500000 Penalty: 4822.808594
	Iteration 25Q: 3 clusters Score -2378602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2378607.250000 Penalty: 4822.808594
	Iteration 26Q: 3 clusters Score -2378607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2378610.750000 Penalty: 4822.808594
	Iteration 27Q: 3 clusters Score -2378611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2378612.250000 Penalty: 4822.808594
	Iteration 28Q: 3 clusters Score -2378612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2378612.250000 Penalty: 4822.808594
	Iteration 29F: 3 clusters Score -2378612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -51699.179688 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -51699.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -50240.429688 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -50240.43 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50407.191406 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -50407.19 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50461.230469 Penalty: 3021.289795
	Iteration 2F: 3 clusters Score -50461.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50497.304688 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -50497.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50525.105469 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -50525.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -50561.343750 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -50561.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -50604.300781 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -50604.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50651.664062 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -50651.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -50793.128906 Penalty: 3021.289795
	Iteration 8Q: 3 clusters Score -50793.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50867.500000 Penalty: 3021.289795
	Iteration 9Q: 3 clusters Score -50867.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -50950.242188 Penalty: 3021.289795
	Iteration 10Q: 3 clusters Score -50950.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -51023.949219 Penalty: 3021.289795
	Iteration 11Q: 3 clusters Score -51023.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -51090.960938 Penalty: 3021.289795
	Iteration 12Q: 3 clusters Score -51090.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -51138.964844 Penalty: 3021.289795
	Iteration 13Q: 3 clusters Score -51138.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -51175.488281 Penalty: 3021.289795
	Iteration 14Q: 3 clusters Score -51175.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -51209.656250 Penalty: 3021.289795
	Iteration 15Q: 3 clusters Score -51209.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -51253.816406 Penalty: 3021.289795
	Iteration 16Q: 3 clusters Score -51253.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -51282.757812 Penalty: 3021.289795
	Iteration 17Q: 3 clusters Score -51282.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -51300.117188 Penalty: 3021.289795
	Iteration 18Q: 3 clusters Score -51300.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -51341.113281 Penalty: 3021.289795
	Iteration 19Q: 3 clusters Score -51341.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -51356.109375 Penalty: 3021.289795
	Iteration 20F: 3 clusters Score -51356.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -51372.011719 Penalty: 3021.289795
	Iteration 21Q: 3 clusters Score -51372.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -51396.781250 Penalty: 3021.289795
	Iteration 22Q: 3 clusters Score -51396.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -51400.242188 Penalty: 3021.289795
	Iteration 23Q: 3 clusters Score -51400.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -51400.242188 Penalty: 3021.289795
	Iteration 24F: 3 clusters Score -51400.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (32966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Entering Unmasked Estep 
Score: -4680863.000000 Penalty: 2580.001465
	Iteration 0F: 2 clusters Score -4680863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -4658416.500000 Penalty: 5160.002930
	Iteration 0F: 3 clusters Score -4658416 nChanged 14863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -4666514.000000 Penalty: 5160.002930
	Iteration 1F: 3 clusters Score -4666514 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -4666919.000000 Penalty: 5160.002930
	Iteration 2Q: 3 clusters Score -4666919 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -4667274.500000 Penalty: 5160.002930
	Iteration 3Q: 3 clusters Score -4667274 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -4667640.500000 Penalty: 5160.002930
	Iteration 4Q: 3 clusters Score -4667640 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -4668098.500000 Penalty: 5160.002930
	Iteration 5Q: 3 clusters Score -4668098 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -4668774.500000 Penalty: 5160.002930
	Iteration 6Q: 3 clusters Score -4668774 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -4669858.000000 Penalty: 5160.002930
	Iteration 7F: 3 clusters Score -4669858 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -4671469.500000 Penalty: 5160.002930
	Iteration 8F: 3 clusters Score -4671470 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -4673574.500000 Penalty: 5160.002930
	Iteration 9F: 3 clusters Score -4673574 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -4675720.000000 Penalty: 5160.002930
	Iteration 10F: 3 clusters Score -4675720 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -4677331.500000 Penalty: 5160.002930
	Iteration 11Q: 3 clusters Score -4677332 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -4678088.500000 Penalty: 5160.002930
	Iteration 12Q: 3 clusters Score -4678088 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -4678395.500000 Penalty: 5160.002930
	Iteration 13Q: 3 clusters Score -4678396 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -4678519.500000 Penalty: 5160.002930
	Iteration 14Q: 3 clusters Score -4678520 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 32690 members 
Entering Unmasked Estep 
Score: -4678574.000000 Penalty: 5160.002930
	Iteration 15Q: 3 clusters Score -4678574 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 32712 members 
Entering Unmasked Estep 
Score: -4678610.500000 Penalty: 5160.002930
	Iteration 16Q: 3 clusters Score -4678610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -4678634.500000 Penalty: 5160.002930
	Iteration 17Q: 3 clusters Score -4678634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -4678651.000000 Penalty: 5160.002930
	Iteration 18Q: 3 clusters Score -4678651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 32731 members 
Entering Unmasked Estep 
Score: -4678664.500000 Penalty: 5160.002930
	Iteration 19Q: 3 clusters Score -4678664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -4678684.500000 Penalty: 5160.002930
	Iteration 20F: 3 clusters Score -4678684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -4678697.500000 Penalty: 5160.002930
	Iteration 21Q: 3 clusters Score -4678698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -4678706.500000 Penalty: 5160.002930
	Iteration 22Q: 3 clusters Score -4678706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -4678714.500000 Penalty: 5160.002930
	Iteration 23Q: 3 clusters Score -4678714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -4678725.500000 Penalty: 5160.002930
	Iteration 24Q: 3 clusters Score -4678726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -4678733.000000 Penalty: 5160.002930
	Iteration 25Q: 3 clusters Score -4678733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -4678733.000000 Penalty: 5160.002930
	Iteration 26F: 3 clusters Score -4678733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Entering Unmasked Estep 
Score: -502977.125000 Penalty: 2035.908569
	Iteration 0F: 2 clusters Score -502977.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -499279.625000 Penalty: 4071.817139
	Iteration 0F: 3 clusters Score -499279.6 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -500087.312500 Penalty: 4071.817139
	Iteration 1F: 3 clusters Score -500087.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -500301.500000 Penalty: 4071.817139
	Iteration 2F: 3 clusters Score -500301.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -500468.781250 Penalty: 4071.817139
	Iteration 3F: 3 clusters Score -500468.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -500600.437500 Penalty: 4071.817139
	Iteration 4Q: 3 clusters Score -500600.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -500702.375000 Penalty: 4071.817139
	Iteration 5Q: 3 clusters Score -500702.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -500807.187500 Penalty: 4071.817139
	Iteration 6Q: 3 clusters Score -500807.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -500875.656250 Penalty: 4071.817139
	Iteration 7Q: 3 clusters Score -500875.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -500920.062500 Penalty: 4071.817139
	Iteration 8Q: 3 clusters Score -500920.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -500954.687500 Penalty: 4071.817139
	Iteration 9Q: 3 clusters Score -500954.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -500985.125000 Penalty: 4071.817139
	Iteration 10Q: 3 clusters Score -500985.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -501004.781250 Penalty: 4071.817139
	Iteration 11Q: 3 clusters Score -501004.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -501020.625000 Penalty: 4071.817139
	Iteration 12Q: 3 clusters Score -501020.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -501033.750000 Penalty: 4071.817139
	Iteration 13Q: 3 clusters Score -501033.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -501045.343750 Penalty: 4071.817139
	Iteration 14Q: 3 clusters Score -501045.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -501052.500000 Penalty: 4071.817139
	Iteration 15Q: 3 clusters Score -501052.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -501061.687500 Penalty: 4071.817139
	Iteration 16Q: 3 clusters Score -501061.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -501072.937500 Penalty: 4071.817139
	Iteration 17Q: 3 clusters Score -501072.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -501081.531250 Penalty: 4071.817139
	Iteration 18Q: 3 clusters Score -501081.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -501090.906250 Penalty: 4071.817139
	Iteration 19Q: 3 clusters Score -501090.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -501104.906250 Penalty: 4071.817139
	Iteration 20F: 3 clusters Score -501104.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -501118.468750 Penalty: 4071.817139
	Iteration 21Q: 3 clusters Score -501118.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -501131.281250 Penalty: 4071.817139
	Iteration 22Q: 3 clusters Score -501131.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -501143.312500 Penalty: 4071.817139
	Iteration 23Q: 3 clusters Score -501143.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -501158.312500 Penalty: 4071.817139
	Iteration 24Q: 3 clusters Score -501158.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -501173.781250 Penalty: 4071.817139
	Iteration 25Q: 3 clusters Score -501173.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -501185.093750 Penalty: 4071.817139
	Iteration 26Q: 3 clusters Score -501185.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -501191.187500 Penalty: 4071.817139
	Iteration 27Q: 3 clusters Score -501191.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -501195.281250 Penalty: 4071.817139
	Iteration 28Q: 3 clusters Score -501195.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -501201.125000 Penalty: 4071.817139
	Iteration 29Q: 3 clusters Score -501201.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -501205.437500 Penalty: 4071.817139
	Iteration 30Q: 3 clusters Score -501205.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -501208.062500 Penalty: 4071.817139
	Iteration 31Q: 3 clusters Score -501208.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -501213.000000 Penalty: 4071.817139
	Iteration 32Q: 3 clusters Score -501213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -501216.687500 Penalty: 4071.817139
	Iteration 33Q: 3 clusters Score -501216.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -501224.312500 Penalty: 4071.817139
	Iteration 34Q: 3 clusters Score -501224.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -501228.187500 Penalty: 4071.817139
	Iteration 35Q: 3 clusters Score -501228.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -501233.593750 Penalty: 4071.817139
	Iteration 36Q: 3 clusters Score -501233.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -501240.218750 Penalty: 4071.817139
	Iteration 37Q: 3 clusters Score -501240.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -501247.031250 Penalty: 4071.817139
	Iteration 38Q: 3 clusters Score -501247 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -501256.281250 Penalty: 4071.817139
	Iteration 39Q: 3 clusters Score -501256.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -501266.343750 Penalty: 4071.817139
	Iteration 40F: 3 clusters Score -501266.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -501272.500000 Penalty: 4071.817139
	Iteration 41Q: 3 clusters Score -501272.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -501275.875000 Penalty: 4071.817139
	Iteration 42Q: 3 clusters Score -501275.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -501283.281250 Penalty: 4071.817139
	Iteration 43Q: 3 clusters Score -501283.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -501287.531250 Penalty: 4071.817139
	Iteration 44Q: 3 clusters Score -501287.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -501289.250000 Penalty: 4071.817139
	Iteration 45Q: 3 clusters Score -501289.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -501290.968750 Penalty: 4071.817139
	Iteration 46Q: 3 clusters Score -501291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -501291.437500 Penalty: 4071.817139
	Iteration 47Q: 3 clusters Score -501291.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -501292.125000 Penalty: 4071.817139
	Iteration 48Q: 3 clusters Score -501292.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -501292.500000 Penalty: 4071.817139
	Iteration 49Q: 3 clusters Score -501292.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -501292.500000 Penalty: 4071.817139
	Iteration 50F: 3 clusters Score -501292.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (180057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180057 members 
Entering Unmasked Estep 
Score: -25358998.000000 Penalty: 3001.055176
	Iteration 0F: 2 clusters Score -2.5359e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89965 members 
Mstep: Class 2 contains 90092 members 
Entering Unmasked Estep 
Score: -25253196.000000 Penalty: 6002.110352
	Iteration 0F: 3 clusters Score -2.52532e+07 nChanged 86429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91522 members 
Mstep: Class 2 contains 88535 members 
Entering Unmasked Estep 
Score: -25303026.000000 Penalty: 6002.110352
	Iteration 1F: 3 clusters Score -2.530303e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92515 members 
Mstep: Class 2 contains 87542 members 
Entering Unmasked Estep 
Score: -25303934.000000 Penalty: 6002.110352
	Iteration 2Q: 3 clusters Score -2.530393e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93728 members 
Mstep: Class 2 contains 86329 members 
Entering Unmasked Estep 
Score: -25305282.000000 Penalty: 6002.110352
	Iteration 3Q: 3 clusters Score -2.530528e+07 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95195 members 
Mstep: Class 2 contains 84862 members 
Entering Unmasked Estep 
Score: -25306696.000000 Penalty: 6002.110352
	Iteration 4Q: 3 clusters Score -2.53067e+07 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97253 members 
Mstep: Class 2 contains 82804 members 
Entering Unmasked Estep 
Score: -25308036.000000 Penalty: 6002.110352
	Iteration 5Q: 3 clusters Score -2.530804e+07 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99984 members 
Mstep: Class 2 contains 80073 members 
Entering Unmasked Estep 
Score: -25309530.000000 Penalty: 6002.110352
	Iteration 6Q: 3 clusters Score -2.530953e+07 nChanged 7292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103246 members 
Mstep: Class 2 contains 76811 members 
Entering Unmasked Estep 
Score: -25311034.000000 Penalty: 6002.110352
	Iteration 7Q: 3 clusters Score -2.531103e+07 nChanged 7785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107293 members 
Mstep: Class 2 contains 72764 members 
Entering Unmasked Estep 
Score: -25312542.000000 Penalty: 6002.110352
	Iteration 8Q: 3 clusters Score -2.531254e+07 nChanged 8162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112071 members 
Mstep: Class 2 contains 67986 members 
Entering Unmasked Estep 
Score: -25314260.000000 Penalty: 6002.110352
	Iteration 9Q: 3 clusters Score -2.531426e+07 nChanged 8358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117311 members 
Mstep: Class 2 contains 62746 members 
Entering Unmasked Estep 
Score: -25316268.000000 Penalty: 6002.110352
	Iteration 10Q: 3 clusters Score -2.531627e+07 nChanged 8303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122510 members 
Mstep: Class 2 contains 57547 members 
Entering Unmasked Estep 
Score: -25318500.000000 Penalty: 6002.110352
	Iteration 11Q: 3 clusters Score -2.53185e+07 nChanged 7961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127111 members 
Mstep: Class 2 contains 52946 members 
Entering Unmasked Estep 
Score: -25321564.000000 Penalty: 6002.110352
	Iteration 12Q: 3 clusters Score -2.532156e+07 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130558 members 
Mstep: Class 2 contains 49499 members 
Entering Unmasked Estep 
Score: -25325160.000000 Penalty: 6002.110352
	Iteration 13Q: 3 clusters Score -2.532516e+07 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132426 members 
Mstep: Class 2 contains 47631 members 
Entering Unmasked Estep 
Score: -25330004.000000 Penalty: 6002.110352
	Iteration 14Q: 3 clusters Score -2.533e+07 nChanged 7708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132612 members 
Mstep: Class 2 contains 47445 members 
Entering Unmasked Estep 
Score: -25334280.000000 Penalty: 6002.110352
	Iteration 15Q: 3 clusters Score -2.533428e+07 nChanged 6296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131844 members 
Mstep: Class 2 contains 48213 members 
Entering Unmasked Estep 
Score: -25336658.000000 Penalty: 6002.110352
	Iteration 16Q: 3 clusters Score -2.533666e+07 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130670 members 
Mstep: Class 2 contains 49387 members 
Entering Unmasked Estep 
Score: -25337414.000000 Penalty: 6002.110352
	Iteration 17Q: 3 clusters Score -2.533741e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129306 members 
Mstep: Class 2 contains 50751 members 
Entering Unmasked Estep 
Score: -25337600.000000 Penalty: 6002.110352
	Iteration 18Q: 3 clusters Score -2.53376e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127775 members 
Mstep: Class 2 contains 52282 members 
Entering Unmasked Estep 
Score: -25337576.000000 Penalty: 6002.110352
	Iteration 19Q: 3 clusters Score -2.533758e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126226 members 
Mstep: Class 2 contains 53831 members 
Entering Unmasked Estep 
Score: -25337484.000000 Penalty: 6002.110352
	Iteration 20F: 3 clusters Score -2.533748e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124494 members 
Mstep: Class 2 contains 55563 members 
Entering Unmasked Estep 
Score: -25337496.000000 Penalty: 6002.110352
	Iteration 21Q: 3 clusters Score -2.53375e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122677 members 
Mstep: Class 2 contains 57380 members 
Entering Unmasked Estep 
Score: -25337408.000000 Penalty: 6002.110352
	Iteration 22Q: 3 clusters Score -2.533741e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120798 members 
Mstep: Class 2 contains 59259 members 
Entering Unmasked Estep 
Score: -25337406.000000 Penalty: 6002.110352
	Iteration 23Q: 3 clusters Score -2.533741e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118895 members 
Mstep: Class 2 contains 61162 members 
Entering Unmasked Estep 
Score: -25337474.000000 Penalty: 6002.110352
	Iteration 24Q: 3 clusters Score -2.533747e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116967 members 
Mstep: Class 2 contains 63090 members 
Entering Unmasked Estep 
Score: -25337380.000000 Penalty: 6002.110352
	Iteration 25Q: 3 clusters Score -2.533738e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114945 members 
Mstep: Class 2 contains 65112 members 
Entering Unmasked Estep 
Score: -25337286.000000 Penalty: 6002.110352
	Iteration 26Q: 3 clusters Score -2.533729e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112938 members 
Mstep: Class 2 contains 67119 members 
Entering Unmasked Estep 
Score: -25337432.000000 Penalty: 6002.110352
	Iteration 27Q: 3 clusters Score -2.533743e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110871 members 
Mstep: Class 2 contains 69186 members 
Entering Unmasked Estep 
Score: -25337472.000000 Penalty: 6002.110352
	Iteration 28Q: 3 clusters Score -2.533747e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108731 members 
Mstep: Class 2 contains 71326 members 
Entering Unmasked Estep 
Score: -25337464.000000 Penalty: 6002.110352
	Iteration 29Q: 3 clusters Score -2.533746e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106547 members 
Mstep: Class 2 contains 73510 members 
Entering Unmasked Estep 
Score: -25337652.000000 Penalty: 6002.110352
	Iteration 30Q: 3 clusters Score -2.533765e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104395 members 
Mstep: Class 2 contains 75662 members 
Entering Unmasked Estep 
Score: -25337900.000000 Penalty: 6002.110352
	Iteration 31Q: 3 clusters Score -2.53379e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102288 members 
Mstep: Class 2 contains 77769 members 
Entering Unmasked Estep 
Score: -25337940.000000 Penalty: 6002.110352
	Iteration 32Q: 3 clusters Score -2.533794e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100046 members 
Mstep: Class 2 contains 80011 members 
Entering Unmasked Estep 
Score: -25338290.000000 Penalty: 6002.110352
	Iteration 33Q: 3 clusters Score -2.533829e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97591 members 
Mstep: Class 2 contains 82466 members 
Entering Unmasked Estep 
Score: -25338512.000000 Penalty: 6002.110352
	Iteration 34Q: 3 clusters Score -2.533851e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94958 members 
Mstep: Class 2 contains 85099 members 
Entering Unmasked Estep 
Score: -25338648.000000 Penalty: 6002.110352
	Iteration 35Q: 3 clusters Score -2.533865e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92231 members 
Mstep: Class 2 contains 87826 members 
Entering Unmasked Estep 
Score: -25338858.000000 Penalty: 6002.110352
	Iteration 36Q: 3 clusters Score -2.533886e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89381 members 
Mstep: Class 2 contains 90676 members 
Entering Unmasked Estep 
Score: -25339004.000000 Penalty: 6002.110352
	Iteration 37Q: 3 clusters Score -2.5339e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86492 members 
Mstep: Class 2 contains 93565 members 
Entering Unmasked Estep 
Score: -25338978.000000 Penalty: 6002.110352
	Iteration 38Q: 3 clusters Score -2.533898e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83241 members 
Mstep: Class 2 contains 96816 members 
Entering Unmasked Estep 
Score: -25338986.000000 Penalty: 6002.110352
	Iteration 39Q: 3 clusters Score -2.533899e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79648 members 
Mstep: Class 2 contains 100409 members 
Entering Unmasked Estep 
Score: -25339044.000000 Penalty: 6002.110352
	Iteration 40F: 3 clusters Score -2.533904e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75525 members 
Mstep: Class 2 contains 104532 members 
Entering Unmasked Estep 
Score: -25339090.000000 Penalty: 6002.110352
	Iteration 41Q: 3 clusters Score -2.533909e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71073 members 
Mstep: Class 2 contains 108984 members 
Entering Unmasked Estep 
Score: -25339104.000000 Penalty: 6002.110352
	Iteration 42Q: 3 clusters Score -2.53391e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65907 members 
Mstep: Class 2 contains 114150 members 
Entering Unmasked Estep 
Score: -25339156.000000 Penalty: 6002.110352
	Iteration 43Q: 3 clusters Score -2.533916e+07 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60023 members 
Mstep: Class 2 contains 120034 members 
Entering Unmasked Estep 
Score: -25339744.000000 Penalty: 6002.110352
	Iteration 44Q: 3 clusters Score -2.533974e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53444 members 
Mstep: Class 2 contains 126613 members 
Entering Unmasked Estep 
Score: -25340422.000000 Penalty: 6002.110352
	Iteration 45Q: 3 clusters Score -2.534042e+07 nChanged 7277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 133862 members 
Entering Unmasked Estep 
Score: -25341838.000000 Penalty: 6002.110352
	Iteration 46Q: 3 clusters Score -2.534184e+07 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 141644 members 
Entering Unmasked Estep 
Score: -25343512.000000 Penalty: 6002.110352
	Iteration 47Q: 3 clusters Score -2.534351e+07 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 149335 members 
Entering Unmasked Estep 
Score: -25345610.000000 Penalty: 6002.110352
	Iteration 48Q: 3 clusters Score -2.534561e+07 nChanged 7215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 156534 members 
Entering Unmasked Estep 
Score: -25350426.000000 Penalty: 6002.110352
	Iteration 49Q: 3 clusters Score -2.535043e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 162561 members 
Entering Unmasked Estep 
Score: -25354528.000000 Penalty: 6002.110352
	Iteration 50Q: 3 clusters Score -2.535453e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 167417 members 
Entering Unmasked Estep 
Score: -25356738.000000 Penalty: 6002.110352
	Iteration 51Q: 3 clusters Score -2.535674e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 171045 members 
Entering Unmasked Estep 
Score: -25357502.000000 Penalty: 6002.110352
	Iteration 52Q: 3 clusters Score -2.53575e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 173645 members 
Entering Unmasked Estep 
Score: -25357344.000000 Penalty: 6002.110352
	Iteration 53Q: 3 clusters Score -2.535734e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 175410 members 
Entering Unmasked Estep 
Score: -25356916.000000 Penalty: 6002.110352
	Iteration 54Q: 3 clusters Score -2.535692e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 176503 members 
Entering Unmasked Estep 
Score: -25356672.000000 Penalty: 6002.110352
	Iteration 55Q: 3 clusters Score -2.535667e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 177159 members 
Entering Unmasked Estep 
Score: -25356528.000000 Penalty: 6002.110352
	Iteration 56Q: 3 clusters Score -2.535653e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 177581 members 
Entering Unmasked Estep 
Score: -25356542.000000 Penalty: 6002.110352
	Iteration 57Q: 3 clusters Score -2.535654e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 177837 members 
Entering Unmasked Estep 
Score: -25356398.000000 Penalty: 6002.110352
	Iteration 58Q: 3 clusters Score -2.53564e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 178016 members 
Entering Unmasked Estep 
Score: -25356424.000000 Penalty: 6002.110352
	Iteration 59Q: 3 clusters Score -2.535642e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 178133 members 
Entering Unmasked Estep 
Score: -25356980.000000 Penalty: 6002.110352
	Iteration 60F: 3 clusters Score -2.535698e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 178843 members 
Entering Unmasked Estep 
Score: -25356822.000000 Penalty: 6002.110352
	Iteration 61Q: 3 clusters Score -2.535682e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 179178 members 
Entering Unmasked Estep 
Score: -25356732.000000 Penalty: 6002.110352
	Iteration 62Q: 3 clusters Score -2.535673e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 179345 members 
Entering Unmasked Estep 
Score: -25356674.000000 Penalty: 6002.110352
	Iteration 63Q: 3 clusters Score -2.535667e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 179430 members 
Entering Unmasked Estep 
Score: -25356650.000000 Penalty: 6002.110352
	Iteration 64Q: 3 clusters Score -2.535665e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 179481 members 
Entering Unmasked Estep 
Score: -25356622.000000 Penalty: 6002.110352
	Iteration 65Q: 3 clusters Score -2.535662e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 179526 members 
Entering Unmasked Estep 
Score: -25356608.000000 Penalty: 6002.110352
	Iteration 66Q: 3 clusters Score -2.535661e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 179553 members 
Entering Unmasked Estep 
Score: -25356612.000000 Penalty: 6002.110352
	Iteration 67Q: 3 clusters Score -2.535661e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 179572 members 
Entering Unmasked Estep 
Score: -25356620.000000 Penalty: 6002.110352
	Iteration 68Q: 3 clusters Score -2.535662e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 179586 members 
Entering Unmasked Estep 
Score: -25356616.000000 Penalty: 6002.110352
	Iteration 69Q: 3 clusters Score -2.535662e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 179594 members 
Entering Unmasked Estep 
Score: -25356626.000000 Penalty: 6002.110352
	Iteration 70Q: 3 clusters Score -2.535663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 179597 members 
Entering Unmasked Estep 
Score: -25356630.000000 Penalty: 6002.110352
	Iteration 71Q: 3 clusters Score -2.535663e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 179601 members 
Entering Unmasked Estep 
Score: -25356628.000000 Penalty: 6002.110352
	Iteration 72Q: 3 clusters Score -2.535663e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 179605 members 
Entering Unmasked Estep 
Score: -25356620.000000 Penalty: 6002.110352
	Iteration 73Q: 3 clusters Score -2.535662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 179608 members 
Entering Unmasked Estep 
Score: -25356608.000000 Penalty: 6002.110352
	Iteration 74Q: 3 clusters Score -2.535661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 179609 members 
Entering Unmasked Estep 
Score: -25356610.000000 Penalty: 6002.110352
	Iteration 75Q: 3 clusters Score -2.535661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 179610 members 
Entering Unmasked Estep 
Score: -25356614.000000 Penalty: 6002.110352
	Iteration 76Q: 3 clusters Score -2.535661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 179612 members 
Entering Unmasked Estep 
Score: -25356624.000000 Penalty: 6002.110352
	Iteration 77Q: 3 clusters Score -2.535662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 179613 members 
Entering Unmasked Estep 
Score: -25356622.000000 Penalty: 6002.110352
	Iteration 78Q: 3 clusters Score -2.535662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 179614 members 
Entering Unmasked Estep 
Score: -25356626.000000 Penalty: 6002.110352
	Iteration 79Q: 3 clusters Score -2.535663e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 179614 members 
Entering Unmasked Estep 
Score: -25356626.000000 Penalty: 6002.110352
	Iteration 80F: 3 clusters Score -2.535663e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -294786.312500 Penalty: 1901.803101
	Iteration 0F: 2 clusters Score -294786.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -292060.593750 Penalty: 3803.606201
	Iteration 0F: 3 clusters Score -292060.6 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -292508.781250 Penalty: 3803.606201
	Iteration 1F: 3 clusters Score -292508.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -292637.250000 Penalty: 3803.606201
	Iteration 2F: 3 clusters Score -292637.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -292704.281250 Penalty: 3803.606201
	Iteration 3Q: 3 clusters Score -292704.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -292753.062500 Penalty: 3803.606201
	Iteration 4Q: 3 clusters Score -292753.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -292788.500000 Penalty: 3803.606201
	Iteration 5Q: 3 clusters Score -292788.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -292817.781250 Penalty: 3803.606201
	Iteration 6Q: 3 clusters Score -292817.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -292837.406250 Penalty: 3803.606201
	Iteration 7Q: 3 clusters Score -292837.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -292860.000000 Penalty: 3803.606201
	Iteration 8Q: 3 clusters Score -292860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -292877.656250 Penalty: 3803.606201
	Iteration 9Q: 3 clusters Score -292877.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -292896.375000 Penalty: 3803.606201
	Iteration 10Q: 3 clusters Score -292896.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -292915.593750 Penalty: 3803.606201
	Iteration 11Q: 3 clusters Score -292915.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -292931.281250 Penalty: 3803.606201
	Iteration 12Q: 3 clusters Score -292931.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -292948.406250 Penalty: 3803.606201
	Iteration 13Q: 3 clusters Score -292948.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -292960.281250 Penalty: 3803.606201
	Iteration 14Q: 3 clusters Score -292960.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -292967.031250 Penalty: 3803.606201
	Iteration 15Q: 3 clusters Score -292967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -292972.031250 Penalty: 3803.606201
	Iteration 16Q: 3 clusters Score -292972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -292975.937500 Penalty: 3803.606201
	Iteration 17Q: 3 clusters Score -292975.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -292979.250000 Penalty: 3803.606201
	Iteration 18Q: 3 clusters Score -292979.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -292980.687500 Penalty: 3803.606201
	Iteration 19Q: 3 clusters Score -292980.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -292984.625000 Penalty: 3803.606201
	Iteration 20F: 3 clusters Score -292984.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -292990.656250 Penalty: 3803.606201
	Iteration 21Q: 3 clusters Score -292990.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -292993.875000 Penalty: 3803.606201
	Iteration 22Q: 3 clusters Score -292993.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -292997.750000 Penalty: 3803.606201
	Iteration 23Q: 3 clusters Score -292997.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -293001.968750 Penalty: 3803.606201
	Iteration 24Q: 3 clusters Score -293002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -293009.437500 Penalty: 3803.606201
	Iteration 25Q: 3 clusters Score -293009.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -293015.593750 Penalty: 3803.606201
	Iteration 26Q: 3 clusters Score -293015.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -293018.500000 Penalty: 3803.606201
	Iteration 27Q: 3 clusters Score -293018.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -293019.781250 Penalty: 3803.606201
	Iteration 28Q: 3 clusters Score -293019.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -293020.656250 Penalty: 3803.606201
	Iteration 29Q: 3 clusters Score -293020.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -293025.062500 Penalty: 3803.606201
	Iteration 30Q: 3 clusters Score -293025.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -293033.968750 Penalty: 3803.606201
	Iteration 31Q: 3 clusters Score -293034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -293045.125000 Penalty: 3803.606201
	Iteration 32Q: 3 clusters Score -293045.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -293053.656250 Penalty: 3803.606201
	Iteration 33Q: 3 clusters Score -293053.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -293061.218750 Penalty: 3803.606201
	Iteration 34Q: 3 clusters Score -293061.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -293070.843750 Penalty: 3803.606201
	Iteration 35Q: 3 clusters Score -293070.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -293079.000000 Penalty: 3803.606201
	Iteration 36Q: 3 clusters Score -293079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -293087.062500 Penalty: 3803.606201
	Iteration 37Q: 3 clusters Score -293087.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -293096.187500 Penalty: 3803.606201
	Iteration 38Q: 3 clusters Score -293096.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -293100.312500 Penalty: 3803.606201
	Iteration 39Q: 3 clusters Score -293100.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -293103.812500 Penalty: 3803.606201
	Iteration 40F: 3 clusters Score -293103.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -293105.406250 Penalty: 3803.606201
	Iteration 41Q: 3 clusters Score -293105.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -293108.500000 Penalty: 3803.606201
	Iteration 42Q: 3 clusters Score -293108.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -293114.968750 Penalty: 3803.606201
	Iteration 43Q: 3 clusters Score -293115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -293120.625000 Penalty: 3803.606201
	Iteration 44Q: 3 clusters Score -293120.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -293122.531250 Penalty: 3803.606201
	Iteration 45Q: 3 clusters Score -293122.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -293124.250000 Penalty: 3803.606201
	Iteration 46Q: 3 clusters Score -293124.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -293126.156250 Penalty: 3803.606201
	Iteration 47Q: 3 clusters Score -293126.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -293130.343750 Penalty: 3803.606201
	Iteration 48Q: 3 clusters Score -293130.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -293131.187500 Penalty: 3803.606201
	Iteration 49Q: 3 clusters Score -293131.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -293134.187500 Penalty: 3803.606201
	Iteration 50Q: 3 clusters Score -293134.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -293136.250000 Penalty: 3803.606201
	Iteration 51Q: 3 clusters Score -293136.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -293137.843750 Penalty: 3803.606201
	Iteration 52Q: 3 clusters Score -293137.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -293138.625000 Penalty: 3803.606201
	Iteration 53Q: 3 clusters Score -293138.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -293139.437500 Penalty: 3803.606201
	Iteration 54Q: 3 clusters Score -293139.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -293139.437500 Penalty: 3803.606201
	Iteration 55F: 3 clusters Score -293139.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -81267.898438 Penalty: 1583.946045
	Iteration 0F: 2 clusters Score -81267.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -79634.195312 Penalty: 3167.892090
	Iteration 0F: 3 clusters Score -79634.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -79805.039062 Penalty: 3167.892090
	Iteration 1F: 3 clusters Score -79805.04 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -79852.531250 Penalty: 3167.892090
	Iteration 2Q: 3 clusters Score -79852.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -79879.476562 Penalty: 3167.892090
	Iteration 3Q: 3 clusters Score -79879.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -79901.695312 Penalty: 3167.892090
	Iteration 4Q: 3 clusters Score -79901.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -79913.398438 Penalty: 3167.892090
	Iteration 5Q: 3 clusters Score -79913.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -79924.210938 Penalty: 3167.892090
	Iteration 6Q: 3 clusters Score -79924.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -79937.664062 Penalty: 3167.892090
	Iteration 7Q: 3 clusters Score -79937.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -79940.375000 Penalty: 3167.892090
	Iteration 8Q: 3 clusters Score -79940.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -79946.242188 Penalty: 3167.892090
	Iteration 9Q: 3 clusters Score -79946.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -79948.250000 Penalty: 3167.892090
	Iteration 10Q: 3 clusters Score -79948.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -79948.250000 Penalty: 3167.892090
	Iteration 11F: 3 clusters Score -79948.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Entering Unmasked Estep 
Score: -467351.062500 Penalty: 2020.455566
	Iteration 0F: 2 clusters Score -467351.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -463804.875000 Penalty: 4040.911133
	Iteration 0F: 3 clusters Score -463804.9 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -464588.750000 Penalty: 4040.911133
	Iteration 1F: 3 clusters Score -464588.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -464771.875000 Penalty: 4040.911133
	Iteration 2F: 3 clusters Score -464771.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -464860.437500 Penalty: 4040.911133
	Iteration 3Q: 3 clusters Score -464860.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -464921.218750 Penalty: 4040.911133
	Iteration 4Q: 3 clusters Score -464921.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -464970.968750 Penalty: 4040.911133
	Iteration 5Q: 3 clusters Score -464971 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -465005.656250 Penalty: 4040.911133
	Iteration 6Q: 3 clusters Score -465005.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -465036.656250 Penalty: 4040.911133
	Iteration 7Q: 3 clusters Score -465036.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -465057.312500 Penalty: 4040.911133
	Iteration 8Q: 3 clusters Score -465057.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -465074.718750 Penalty: 4040.911133
	Iteration 9Q: 3 clusters Score -465074.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -465099.406250 Penalty: 4040.911133
	Iteration 10Q: 3 clusters Score -465099.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -465122.125000 Penalty: 4040.911133
	Iteration 11Q: 3 clusters Score -465122.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -465150.593750 Penalty: 4040.911133
	Iteration 12Q: 3 clusters Score -465150.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -465183.000000 Penalty: 4040.911133
	Iteration 13Q: 3 clusters Score -465183 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -465219.718750 Penalty: 4040.911133
	Iteration 14Q: 3 clusters Score -465219.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -465265.093750 Penalty: 4040.911133
	Iteration 15Q: 3 clusters Score -465265.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -465303.906250 Penalty: 4040.911133
	Iteration 16Q: 3 clusters Score -465303.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -465337.343750 Penalty: 4040.911133
	Iteration 17Q: 3 clusters Score -465337.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -465375.781250 Penalty: 4040.911133
	Iteration 18Q: 3 clusters Score -465375.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -465418.281250 Penalty: 4040.911133
	Iteration 19Q: 3 clusters Score -465418.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -465469.250000 Penalty: 4040.911133
	Iteration 20F: 3 clusters Score -465469.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -465524.156250 Penalty: 4040.911133
	Iteration 21Q: 3 clusters Score -465524.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -465577.718750 Penalty: 4040.911133
	Iteration 22Q: 3 clusters Score -465577.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -465640.312500 Penalty: 4040.911133
	Iteration 23Q: 3 clusters Score -465640.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -465699.375000 Penalty: 4040.911133
	Iteration 24Q: 3 clusters Score -465699.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -465759.250000 Penalty: 4040.911133
	Iteration 25Q: 3 clusters Score -465759.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -465818.375000 Penalty: 4040.911133
	Iteration 26Q: 3 clusters Score -465818.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -465888.625000 Penalty: 4040.911133
	Iteration 27Q: 3 clusters Score -465888.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -465938.000000 Penalty: 4040.911133
	Iteration 28Q: 3 clusters Score -465938 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -465968.625000 Penalty: 4040.911133
	Iteration 29Q: 3 clusters Score -465968.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -465988.187500 Penalty: 4040.911133
	Iteration 30Q: 3 clusters Score -465988.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -466004.437500 Penalty: 4040.911133
	Iteration 31Q: 3 clusters Score -466004.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -466016.812500 Penalty: 4040.911133
	Iteration 32Q: 3 clusters Score -466016.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -466023.750000 Penalty: 4040.911133
	Iteration 33Q: 3 clusters Score -466023.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -466032.218750 Penalty: 4040.911133
	Iteration 34Q: 3 clusters Score -466032.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -466037.437500 Penalty: 4040.911133
	Iteration 35Q: 3 clusters Score -466037.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -466041.687500 Penalty: 4040.911133
	Iteration 36Q: 3 clusters Score -466041.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -466045.625000 Penalty: 4040.911133
	Iteration 37Q: 3 clusters Score -466045.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -466045.781250 Penalty: 4040.911133
	Iteration 38Q: 3 clusters Score -466045.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -466047.656250 Penalty: 4040.911133
	Iteration 39Q: 3 clusters Score -466047.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -466047.687500 Penalty: 4040.911133
	Iteration 40F: 3 clusters Score -466047.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -466049.750000 Penalty: 4040.911133
	Iteration 41Q: 3 clusters Score -466049.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -466051.218750 Penalty: 4040.911133
	Iteration 42Q: 3 clusters Score -466051.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -466051.875000 Penalty: 4040.911133
	Iteration 43Q: 3 clusters Score -466051.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -466051.500000 Penalty: 4040.911133
	Iteration 44Q: 3 clusters Score -466051.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -466051.562500 Penalty: 4040.911133
	Iteration 45Q: 3 clusters Score -466051.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -466051.562500 Penalty: 4040.911133
	Iteration 46F: 3 clusters Score -466051.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (95 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Entering Unmasked Estep 
Score: -9003.604492 Penalty: 1129.361450
	Iteration 0F: 2 clusters Score -9003.604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -8313.024414 Penalty: 2258.722900
	Iteration 0F: 3 clusters Score -8313.024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -8360.925781 Penalty: 2258.722900
	Iteration 1Q: 3 clusters Score -8360.926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -8360.925781 Penalty: 2258.722900
	Iteration 2F: 3 clusters Score -8360.926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -24767.232422 Penalty: 1346.477661
	Iteration 0F: 2 clusters Score -24767.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -23658.152344 Penalty: 2692.955322
	Iteration 0F: 3 clusters Score -23658.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -23769.015625 Penalty: 2692.955322
	Iteration 1F: 3 clusters Score -23769.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -23841.957031 Penalty: 2692.955322
	Iteration 2Q: 3 clusters Score -23841.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -23882.775391 Penalty: 2692.955322
	Iteration 3Q: 3 clusters Score -23882.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -23899.908203 Penalty: 2692.955322
	Iteration 4Q: 3 clusters Score -23899.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -23917.312500 Penalty: 2692.955322
	Iteration 5Q: 3 clusters Score -23917.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -23931.105469 Penalty: 2692.955322
	Iteration 6Q: 3 clusters Score -23931.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -23944.728516 Penalty: 2692.955322
	Iteration 7Q: 3 clusters Score -23944.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -23949.986328 Penalty: 2692.955322
	Iteration 8Q: 3 clusters Score -23949.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -23956.283203 Penalty: 2692.955322
	Iteration 9Q: 3 clusters Score -23956.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -23971.371094 Penalty: 2692.955322
	Iteration 10Q: 3 clusters Score -23971.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24011.109375 Penalty: 2692.955322
	Iteration 11Q: 3 clusters Score -24011.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -24116.884766 Penalty: 2692.955322
	Iteration 12Q: 3 clusters Score -24116.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -24238.779297 Penalty: 2692.955322
	Iteration 13Q: 3 clusters Score -24238.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -24284.099609 Penalty: 2692.955322
	Iteration 14Q: 3 clusters Score -24284.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24308.103516 Penalty: 2692.955322
	Iteration 15Q: 3 clusters Score -24308.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24308.103516 Penalty: 2692.955322
	Iteration 16F: 3 clusters Score -24308.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -33150.343750 Penalty: 1423.468628
	Iteration 0F: 2 clusters Score -33150.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -31984.847656 Penalty: 2846.937256
	Iteration 0F: 3 clusters Score -31984.85 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -32249.164062 Penalty: 2846.937256
	Iteration 1F: 3 clusters Score -32249.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -32431.912109 Penalty: 2846.937256
	Iteration 2F: 3 clusters Score -32431.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -32736.671875 Penalty: 2846.937256
	Iteration 3F: 3 clusters Score -32736.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -32970.027344 Penalty: 2846.937256
	Iteration 4Q: 3 clusters Score -32970.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -33024.992188 Penalty: 2846.937256
	Iteration 5Q: 3 clusters Score -33024.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -33085.414062 Penalty: 2846.937256
	Iteration 6Q: 3 clusters Score -33085.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -33172.800781 Penalty: 2846.937256
	Iteration 7Q: 3 clusters Score -33172.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -33192.144531 Penalty: 2846.937256
	Iteration 8Q: 3 clusters Score -33192.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -33192.144531 Penalty: 2846.937256
	Iteration 9F: 3 clusters Score -33192.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 65426 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 160957 members 
Mstep: Class 6 contains 3824 members 
Mstep: Class 7 contains 30793 members 
Mstep: Class 8 contains 140666 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 159990 members 
Mstep: Class 11 contains 6405 members 
Mstep: Class 12 contains 131886 members 
Mstep: Class 13 contains 17283 members 
Mstep: Class 14 contains 16704 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32966 members 
Mstep: Class 17 contains 3675 members 
Mstep: Class 18 contains 180057 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3453 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 525 members 
Mstep: Class 26 contains 79 members 
Entering Unmasked Estep 
Score: -132671816.000000 Penalty: 88826.445312
Splitting cluster 24 changes total score from -132674208.000000 to -132671816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -59295.281250 Penalty: 1553.322754
	Iteration 0F: 2 clusters Score -59295.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -57882.000000 Penalty: 3106.645508
	Iteration 0F: 3 clusters Score -57882 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -58223.023438 Penalty: 3106.645508
	Iteration 1F: 3 clusters Score -58223.02 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -58367.546875 Penalty: 3106.645508
	Iteration 2F: 3 clusters Score -58367.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -58457.820312 Penalty: 3106.645508
	Iteration 3Q: 3 clusters Score -58457.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -58516.980469 Penalty: 3106.645508
	Iteration 4Q: 3 clusters Score -58516.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -58568.062500 Penalty: 3106.645508
	Iteration 5Q: 3 clusters Score -58568.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -58584.718750 Penalty: 3106.645508
	Iteration 6Q: 3 clusters Score -58584.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -58622.707031 Penalty: 3106.645508
	Iteration 7Q: 3 clusters Score -58622.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -58663.472656 Penalty: 3106.645508
	Iteration 8Q: 3 clusters Score -58663.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -58707.761719 Penalty: 3106.645508
	Iteration 9Q: 3 clusters Score -58707.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -58748.984375 Penalty: 3106.645508
	Iteration 10Q: 3 clusters Score -58748.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -58771.531250 Penalty: 3106.645508
	Iteration 11Q: 3 clusters Score -58771.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -58777.054688 Penalty: 3106.645508
	Iteration 12Q: 3 clusters Score -58777.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -58784.773438 Penalty: 3106.645508
	Iteration 13Q: 3 clusters Score -58784.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -58797.949219 Penalty: 3106.645508
	Iteration 14Q: 3 clusters Score -58797.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -58801.488281 Penalty: 3106.645508
	Iteration 15Q: 3 clusters Score -58801.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -58808.292969 Penalty: 3106.645508
	Iteration 16Q: 3 clusters Score -58808.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -58811.648438 Penalty: 3106.645508
	Iteration 17Q: 3 clusters Score -58811.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -58813.425781 Penalty: 3106.645508
	Iteration 18Q: 3 clusters Score -58813.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -58815.445312 Penalty: 3106.645508
	Iteration 19Q: 3 clusters Score -58815.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -58822.863281 Penalty: 3106.645508
	Iteration 20F: 3 clusters Score -58822.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -59007.011719 Penalty: 3106.645508
	Iteration 21Q: 3 clusters Score -59007.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -59142.949219 Penalty: 3106.645508
	Iteration 22Q: 3 clusters Score -59142.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -59222.062500 Penalty: 3106.645508
	Iteration 23Q: 3 clusters Score -59222.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -59243.972656 Penalty: 3106.645508
	Iteration 24Q: 3 clusters Score -59243.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -59268.269531 Penalty: 3106.645508
	Iteration 25Q: 3 clusters Score -59268.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -59304.894531 Penalty: 3106.645508
	Iteration 26Q: 3 clusters Score -59304.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -59366.058594 Penalty: 3106.645508
	Iteration 27Q: 3 clusters Score -59366.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -59384.230469 Penalty: 3106.645508
	Iteration 28Q: 3 clusters Score -59384.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -59386.207031 Penalty: 3106.645508
	Iteration 29F: 3 clusters Score -59386.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -59425.562500 Penalty: 3106.645508
	Iteration 30Q: 3 clusters Score -59425.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -59492.242188 Penalty: 3106.645508
	Iteration 31Q: 3 clusters Score -59492.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -59504.304688 Penalty: 3106.645508
	Iteration 32Q: 3 clusters Score -59504.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -59516.390625 Penalty: 3106.645508
	Iteration 33Q: 3 clusters Score -59516.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -59516.390625 Penalty: 3106.645508
	Iteration 34F: 3 clusters Score -59516.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 65426 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 160957 members 
Mstep: Class 6 contains 3824 members 
Mstep: Class 7 contains 30793 members 
Mstep: Class 8 contains 140666 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 159990 members 
Mstep: Class 11 contains 6405 members 
Mstep: Class 12 contains 131886 members 
Mstep: Class 13 contains 17283 members 
Mstep: Class 14 contains 16704 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32966 members 
Mstep: Class 17 contains 3675 members 
Mstep: Class 18 contains 180057 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3453 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 106 members 
Mstep: Class 26 contains 419 members 
Entering Unmasked Estep 
Score: -132672200.000000 Penalty: 88826.445312
Splitting cluster 25 changes total score from -132674208.000000 to -132672200.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 65426 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 160957 members 
Mstep: Class 6 contains 3824 members 
Mstep: Class 7 contains 30793 members 
Mstep: Class 8 contains 140666 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 159990 members 
Mstep: Class 11 contains 6405 members 
Mstep: Class 12 contains 131886 members 
Mstep: Class 13 contains 17283 members 
Mstep: Class 14 contains 16704 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32966 members 
Mstep: Class 17 contains 3675 members 
Mstep: Class 18 contains 180057 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3453 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132674104.000000 Penalty: 85410.039062
Iteration 239Q: 26 clusters Score -1.326741e+08 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 65430 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 158830 members 
Mstep: Class 6 contains 3824 members 
Mstep: Class 7 contains 30799 members 
Mstep: Class 8 contains 140372 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 162638 members 
Mstep: Class 11 contains 6399 members 
Mstep: Class 12 contains 131804 members 
Mstep: Class 13 contains 17282 members 
Mstep: Class 14 contains 16730 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32795 members 
Mstep: Class 17 contains 3658 members 
Mstep: Class 18 contains 180072 members 
Mstep: Class 19 contains 2139 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3453 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132674424.000000 Penalty: 85410.039062
Iteration 240F: 26 clusters Score -1.326744e+08 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 65467 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 156560 members 
Mstep: Class 6 contains 3826 members 
Mstep: Class 7 contains 30828 members 
Mstep: Class 8 contains 139895 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 165519 members 
Mstep: Class 11 contains 6397 members 
Mstep: Class 12 contains 131723 members 
Mstep: Class 13 contains 17280 members 
Mstep: Class 14 contains 16746 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32671 members 
Mstep: Class 17 contains 3650 members 
Mstep: Class 18 contains 180067 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3456 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132674312.000000 Penalty: 85410.039062
Iteration 241Q: 26 clusters Score -1.326743e+08 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 65525 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 154044 members 
Mstep: Class 6 contains 3829 members 
Mstep: Class 7 contains 30881 members 
Mstep: Class 8 contains 139334 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 168521 members 
Mstep: Class 11 contains 6393 members 
Mstep: Class 12 contains 131659 members 
Mstep: Class 13 contains 17274 members 
Mstep: Class 14 contains 16762 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32627 members 
Mstep: Class 17 contains 3644 members 
Mstep: Class 18 contains 180125 members 
Mstep: Class 19 contains 2142 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3465 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132672856.000000 Penalty: 85410.039062
Iteration 242Q: 26 clusters Score -1.326729e+08 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 65654 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 151302 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 30988 members 
Mstep: Class 8 contains 138726 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 171496 members 
Mstep: Class 11 contains 6396 members 
Mstep: Class 12 contains 131638 members 
Mstep: Class 13 contains 17276 members 
Mstep: Class 14 contains 16780 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32656 members 
Mstep: Class 17 contains 3642 members 
Mstep: Class 18 contains 180219 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3474 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132670744.000000 Penalty: 85410.039062
Iteration 243Q: 26 clusters Score -1.326707e+08 nChanged 7612
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 65812 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 148843 members 
Mstep: Class 6 contains 3837 members 
Mstep: Class 7 contains 31100 members 
Mstep: Class 8 contains 138350 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 173683 members 
Mstep: Class 11 contains 6408 members 
Mstep: Class 12 contains 131662 members 
Mstep: Class 13 contains 17283 members 
Mstep: Class 14 contains 16821 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32818 members 
Mstep: Class 17 contains 3643 members 
Mstep: Class 18 contains 180328 members 
Mstep: Class 19 contains 2145 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3491 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132668576.000000 Penalty: 85410.039062
Iteration 244Q: 26 clusters Score -1.326686e+08 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 65979 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 146834 members 
Mstep: Class 6 contains 3841 members 
Mstep: Class 7 contains 31204 members 
Mstep: Class 8 contains 138182 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 175109 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 131716 members 
Mstep: Class 13 contains 17285 members 
Mstep: Class 14 contains 16913 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33026 members 
Mstep: Class 17 contains 3639 members 
Mstep: Class 18 contains 180431 members 
Mstep: Class 19 contains 2146 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3505 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132667184.000000 Penalty: 85410.039062
Iteration 245Q: 26 clusters Score -1.326672e+08 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 66172 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 145356 members 
Mstep: Class 6 contains 3842 members 
Mstep: Class 7 contains 31311 members 
Mstep: Class 8 contains 138226 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 175680 members 
Mstep: Class 11 contains 6417 members 
Mstep: Class 12 contains 131842 members 
Mstep: Class 13 contains 17284 members 
Mstep: Class 14 contains 16989 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33292 members 
Mstep: Class 17 contains 3640 members 
Mstep: Class 18 contains 180503 members 
Mstep: Class 19 contains 2146 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3521 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132665464.000000 Penalty: 85410.039062
Iteration 246Q: 26 clusters Score -1.326655e+08 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 66355 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 144324 members 
Mstep: Class 6 contains 3843 members 
Mstep: Class 7 contains 31407 members 
Mstep: Class 8 contains 138457 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 175576 members 
Mstep: Class 11 contains 6421 members 
Mstep: Class 12 contains 131958 members 
Mstep: Class 13 contains 17285 members 
Mstep: Class 14 contains 17067 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33582 members 
Mstep: Class 17 contains 3647 members 
Mstep: Class 18 contains 180630 members 
Mstep: Class 19 contains 2146 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3522 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132665392.000000 Penalty: 85410.039062
Iteration 247Q: 26 clusters Score -1.326654e+08 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 66477 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 143743 members 
Mstep: Class 6 contains 3842 members 
Mstep: Class 7 contains 31447 members 
Mstep: Class 8 contains 138829 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 175067 members 
Mstep: Class 11 contains 6428 members 
Mstep: Class 12 contains 132081 members 
Mstep: Class 13 contains 17289 members 
Mstep: Class 14 contains 17146 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33815 members 
Mstep: Class 17 contains 3647 members 
Mstep: Class 18 contains 180733 members 
Mstep: Class 19 contains 2146 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3529 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132664760.000000 Penalty: 85410.039062
Iteration 248Q: 26 clusters Score -1.326648e+08 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 66520 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 143552 members 
Mstep: Class 6 contains 3842 members 
Mstep: Class 7 contains 31420 members 
Mstep: Class 8 contains 139306 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 174344 members 
Mstep: Class 11 contains 6439 members 
Mstep: Class 12 contains 132177 members 
Mstep: Class 13 contains 17289 members 
Mstep: Class 14 contains 17213 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 34005 members 
Mstep: Class 17 contains 3652 members 
Mstep: Class 18 contains 180772 members 
Mstep: Class 19 contains 2148 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3539 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132664600.000000 Penalty: 85410.039062
Iteration 249Q: 26 clusters Score -1.326646e+08 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 66532 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 143669 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 31358 members 
Mstep: Class 8 contains 139801 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 173424 members 
Mstep: Class 11 contains 6440 members 
Mstep: Class 12 contains 132254 members 
Mstep: Class 13 contains 17287 members 
Mstep: Class 14 contains 17262 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 34193 members 
Mstep: Class 17 contains 3656 members 
Mstep: Class 18 contains 180793 members 
Mstep: Class 19 contains 2147 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3559 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132665264.000000 Penalty: 85410.039062
Iteration 250Q: 26 clusters Score -1.326653e+08 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 66509 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 143966 members 
Mstep: Class 6 contains 3843 members 
Mstep: Class 7 contains 31278 members 
Mstep: Class 8 contains 140267 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 172530 members 
Mstep: Class 11 contains 6444 members 
Mstep: Class 12 contains 132297 members 
Mstep: Class 13 contains 17285 members 
Mstep: Class 14 contains 17299 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 34350 members 
Mstep: Class 17 contains 3657 members 
Mstep: Class 18 contains 180785 members 
Mstep: Class 19 contains 2145 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3565 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132665632.000000 Penalty: 85410.039062
Iteration 251Q: 26 clusters Score -1.326656e+08 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 66475 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 144421 members 
Mstep: Class 6 contains 3842 members 
Mstep: Class 7 contains 31181 members 
Mstep: Class 8 contains 140686 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 171671 members 
Mstep: Class 11 contains 6435 members 
Mstep: Class 12 contains 132292 members 
Mstep: Class 13 contains 17284 members 
Mstep: Class 14 contains 17317 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 34491 members 
Mstep: Class 17 contains 3658 members 
Mstep: Class 18 contains 180761 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3563 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132665872.000000 Penalty: 85410.039062
Iteration 252Q: 26 clusters Score -1.326659e+08 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 66406 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 145038 members 
Mstep: Class 6 contains 3842 members 
Mstep: Class 7 contains 31071 members 
Mstep: Class 8 contains 141052 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 170774 members 
Mstep: Class 11 contains 6428 members 
Mstep: Class 12 contains 132295 members 
Mstep: Class 13 contains 17287 members 
Mstep: Class 14 contains 17325 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 34599 members 
Mstep: Class 17 contains 3654 members 
Mstep: Class 18 contains 180736 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3569 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132666184.000000 Penalty: 85410.039062
Iteration 253Q: 26 clusters Score -1.326662e+08 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 66317 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 145712 members 
Mstep: Class 6 contains 3842 members 
Mstep: Class 7 contains 30965 members 
Mstep: Class 8 contains 141399 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 169900 members 
Mstep: Class 11 contains 6430 members 
Mstep: Class 12 contains 132304 members 
Mstep: Class 13 contains 17287 members 
Mstep: Class 14 contains 17337 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 34667 members 
Mstep: Class 17 contains 3648 members 
Mstep: Class 18 contains 180701 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3568 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132666960.000000 Penalty: 85410.039062
Iteration 254Q: 26 clusters Score -1.32667e+08 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 66221 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 146445 members 
Mstep: Class 6 contains 3843 members 
Mstep: Class 7 contains 30855 members 
Mstep: Class 8 contains 141640 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 169111 members 
Mstep: Class 11 contains 6433 members 
Mstep: Class 12 contains 132299 members 
Mstep: Class 13 contains 17284 members 
Mstep: Class 14 contains 17352 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 34711 members 
Mstep: Class 17 contains 3642 members 
Mstep: Class 18 contains 180676 members 
Mstep: Class 19 contains 2142 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3567 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132667440.000000 Penalty: 85410.039062
Iteration 255Q: 26 clusters Score -1.326674e+08 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 66108 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 147163 members 
Mstep: Class 6 contains 3841 members 
Mstep: Class 7 contains 30750 members 
Mstep: Class 8 contains 141826 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 168479 members 
Mstep: Class 11 contains 6428 members 
Mstep: Class 12 contains 132293 members 
Mstep: Class 13 contains 17282 members 
Mstep: Class 14 contains 17360 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 34699 members 
Mstep: Class 17 contains 3640 members 
Mstep: Class 18 contains 180654 members 
Mstep: Class 19 contains 2139 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3559 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132668000.000000 Penalty: 85410.039062
Iteration 256Q: 26 clusters Score -1.32668e+08 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 65971 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 147926 members 
Mstep: Class 6 contains 3841 members 
Mstep: Class 7 contains 30672 members 
Mstep: Class 8 contains 141990 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 167878 members 
Mstep: Class 11 contains 6426 members 
Mstep: Class 12 contains 132285 members 
Mstep: Class 13 contains 17286 members 
Mstep: Class 14 contains 17348 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 34641 members 
Mstep: Class 17 contains 3633 members 
Mstep: Class 18 contains 180622 members 
Mstep: Class 19 contains 2138 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3565 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132668336.000000 Penalty: 85410.039062
Iteration 257Q: 26 clusters Score -1.326683e+08 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 65841 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 148743 members 
Mstep: Class 6 contains 3841 members 
Mstep: Class 7 contains 30585 members 
Mstep: Class 8 contains 142120 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 167311 members 
Mstep: Class 11 contains 6426 members 
Mstep: Class 12 contains 132255 members 
Mstep: Class 13 contains 17291 members 
Mstep: Class 14 contains 17334 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 34563 members 
Mstep: Class 17 contains 3631 members 
Mstep: Class 18 contains 180575 members 
Mstep: Class 19 contains 2138 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3567 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132668744.000000 Penalty: 85410.039062
Iteration 258Q: 26 clusters Score -1.326687e+08 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 65707 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 149520 members 
Mstep: Class 6 contains 3841 members 
Mstep: Class 7 contains 30525 members 
Mstep: Class 8 contains 142173 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 166859 members 
Mstep: Class 11 contains 6422 members 
Mstep: Class 12 contains 132226 members 
Mstep: Class 13 contains 17293 members 
Mstep: Class 14 contains 17317 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 34498 members 
Mstep: Class 17 contains 3624 members 
Mstep: Class 18 contains 180518 members 
Mstep: Class 19 contains 2138 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3561 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132669144.000000 Penalty: 85410.039062
Iteration 259Q: 26 clusters Score -1.326691e+08 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 65583 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 150313 members 
Mstep: Class 6 contains 3841 members 
Mstep: Class 7 contains 30463 members 
Mstep: Class 8 contains 142164 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 166445 members 
Mstep: Class 11 contains 6416 members 
Mstep: Class 12 contains 132205 members 
Mstep: Class 13 contains 17294 members 
Mstep: Class 14 contains 17301 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 34413 members 
Mstep: Class 17 contains 3622 members 
Mstep: Class 18 contains 180461 members 
Mstep: Class 19 contains 2137 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3563 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132669600.000000 Penalty: 85410.039062
Iteration 260F: 26 clusters Score -1.326696e+08 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 65486 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 151129 members 
Mstep: Class 6 contains 3840 members 
Mstep: Class 7 contains 30412 members 
Mstep: Class 8 contains 142109 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 166059 members 
Mstep: Class 11 contains 6406 members 
Mstep: Class 12 contains 132177 members 
Mstep: Class 13 contains 17293 members 
Mstep: Class 14 contains 17274 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 34314 members 
Mstep: Class 17 contains 3620 members 
Mstep: Class 18 contains 180407 members 
Mstep: Class 19 contains 2137 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3557 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132670296.000000 Penalty: 85410.039062
Iteration 261Q: 26 clusters Score -1.326703e+08 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 65398 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 151936 members 
Mstep: Class 6 contains 3839 members 
Mstep: Class 7 contains 30376 members 
Mstep: Class 8 contains 142021 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 165668 members 
Mstep: Class 11 contains 6401 members 
Mstep: Class 12 contains 132131 members 
Mstep: Class 13 contains 17289 members 
Mstep: Class 14 contains 17253 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 34238 members 
Mstep: Class 17 contains 3615 members 
Mstep: Class 18 contains 180366 members 
Mstep: Class 19 contains 2136 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3552 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132670488.000000 Penalty: 85410.039062
Iteration 262Q: 26 clusters Score -1.326705e+08 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 65328 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 152710 members 
Mstep: Class 6 contains 3839 members 
Mstep: Class 7 contains 30342 members 
Mstep: Class 8 contains 141902 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 165310 members 
Mstep: Class 11 contains 6399 members 
Mstep: Class 12 contains 132079 members 
Mstep: Class 13 contains 17286 members 
Mstep: Class 14 contains 17235 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 34137 members 
Mstep: Class 17 contains 3621 members 
Mstep: Class 18 contains 180349 members 
Mstep: Class 19 contains 2134 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3548 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132670944.000000 Penalty: 85410.039062
Iteration 263Q: 26 clusters Score -1.326709e+08 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 65257 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 153443 members 
Mstep: Class 6 contains 3838 members 
Mstep: Class 7 contains 30322 members 
Mstep: Class 8 contains 141767 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164970 members 
Mstep: Class 11 contains 6396 members 
Mstep: Class 12 contains 132023 members 
Mstep: Class 13 contains 17289 members 
Mstep: Class 14 contains 17213 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 34047 members 
Mstep: Class 17 contains 3621 members 
Mstep: Class 18 contains 180352 members 
Mstep: Class 19 contains 2134 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3547 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132671264.000000 Penalty: 85410.039062
Iteration 264Q: 26 clusters Score -1.326713e+08 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 65197 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 154168 members 
Mstep: Class 6 contains 3838 members 
Mstep: Class 7 contains 30301 members 
Mstep: Class 8 contains 141619 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164671 members 
Mstep: Class 11 contains 6395 members 
Mstep: Class 12 contains 131971 members 
Mstep: Class 13 contains 17290 members 
Mstep: Class 14 contains 17185 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33949 members 
Mstep: Class 17 contains 3617 members 
Mstep: Class 18 contains 180343 members 
Mstep: Class 19 contains 2134 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3541 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132671360.000000 Penalty: 85410.039062
Iteration 265Q: 26 clusters Score -1.326714e+08 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 65140 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 154804 members 
Mstep: Class 6 contains 3838 members 
Mstep: Class 7 contains 30287 members 
Mstep: Class 8 contains 141469 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164433 members 
Mstep: Class 11 contains 6392 members 
Mstep: Class 12 contains 131925 members 
Mstep: Class 13 contains 17291 members 
Mstep: Class 14 contains 17165 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33856 members 
Mstep: Class 17 contains 3618 members 
Mstep: Class 18 contains 180332 members 
Mstep: Class 19 contains 2133 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3536 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132671864.000000 Penalty: 85410.039062
Iteration 266Q: 26 clusters Score -1.326719e+08 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 65085 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 155496 members 
Mstep: Class 6 contains 3838 members 
Mstep: Class 7 contains 30271 members 
Mstep: Class 8 contains 141319 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164142 members 
Mstep: Class 11 contains 6390 members 
Mstep: Class 12 contains 131886 members 
Mstep: Class 13 contains 17290 members 
Mstep: Class 14 contains 17147 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33762 members 
Mstep: Class 17 contains 3615 members 
Mstep: Class 18 contains 180316 members 
Mstep: Class 19 contains 2132 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3530 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132672128.000000 Penalty: 85410.039062
Iteration 267Q: 26 clusters Score -1.326721e+08 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 65044 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 156328 members 
Mstep: Class 6 contains 3838 members 
Mstep: Class 7 contains 30263 members 
Mstep: Class 8 contains 141166 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 163723 members 
Mstep: Class 11 contains 6388 members 
Mstep: Class 12 contains 131843 members 
Mstep: Class 13 contains 17290 members 
Mstep: Class 14 contains 17116 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33667 members 
Mstep: Class 17 contains 3611 members 
Mstep: Class 18 contains 180279 members 
Mstep: Class 19 contains 2132 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3530 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132672616.000000 Penalty: 85410.039062
Iteration 268Q: 26 clusters Score -1.326726e+08 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 65006 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 157273 members 
Mstep: Class 6 contains 3838 members 
Mstep: Class 7 contains 30268 members 
Mstep: Class 8 contains 140973 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 163210 members 
Mstep: Class 11 contains 6384 members 
Mstep: Class 12 contains 131797 members 
Mstep: Class 13 contains 17291 members 
Mstep: Class 14 contains 17100 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33569 members 
Mstep: Class 17 contains 3609 members 
Mstep: Class 18 contains 180239 members 
Mstep: Class 19 contains 2130 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3531 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132673072.000000 Penalty: 85410.039062
Iteration 269Q: 26 clusters Score -1.326731e+08 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 64996 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 158355 members 
Mstep: Class 6 contains 3837 members 
Mstep: Class 7 contains 30249 members 
Mstep: Class 8 contains 140756 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 162564 members 
Mstep: Class 11 contains 6389 members 
Mstep: Class 12 contains 131749 members 
Mstep: Class 13 contains 17294 members 
Mstep: Class 14 contains 17096 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33455 members 
Mstep: Class 17 contains 3608 members 
Mstep: Class 18 contains 180208 members 
Mstep: Class 19 contains 2130 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3531 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132673376.000000 Penalty: 85410.039062
Iteration 270Q: 26 clusters Score -1.326734e+08 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 64972 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 159587 members 
Mstep: Class 6 contains 3836 members 
Mstep: Class 7 contains 30254 members 
Mstep: Class 8 contains 140511 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 161843 members 
Mstep: Class 11 contains 6390 members 
Mstep: Class 12 contains 131681 members 
Mstep: Class 13 contains 17296 members 
Mstep: Class 14 contains 17075 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33327 members 
Mstep: Class 17 contains 3601 members 
Mstep: Class 18 contains 180180 members 
Mstep: Class 19 contains 2130 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3534 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132674048.000000 Penalty: 85410.039062
Iteration 271Q: 26 clusters Score -1.32674e+08 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 64958 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161017 members 
Mstep: Class 6 contains 3836 members 
Mstep: Class 7 contains 30258 members 
Mstep: Class 8 contains 140266 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 160940 members 
Mstep: Class 11 contains 6386 members 
Mstep: Class 12 contains 131621 members 
Mstep: Class 13 contains 17298 members 
Mstep: Class 14 contains 17059 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33218 members 
Mstep: Class 17 contains 3593 members 
Mstep: Class 18 contains 180105 members 
Mstep: Class 19 contains 2129 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3533 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132674920.000000 Penalty: 85410.039062
Iteration 272Q: 26 clusters Score -1.326749e+08 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 64960 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 162612 members 
Mstep: Class 6 contains 3835 members 
Mstep: Class 7 contains 30268 members 
Mstep: Class 8 contains 139963 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 159897 members 
Mstep: Class 11 contains 6386 members 
Mstep: Class 12 contains 131557 members 
Mstep: Class 13 contains 17299 members 
Mstep: Class 14 contains 17041 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33123 members 
Mstep: Class 17 contains 3586 members 
Mstep: Class 18 contains 180026 members 
Mstep: Class 19 contains 2129 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3535 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676008.000000 Penalty: 85410.039062
Iteration 273Q: 26 clusters Score -1.32676e+08 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 64981 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 164283 members 
Mstep: Class 6 contains 3835 members 
Mstep: Class 7 contains 30289 members 
Mstep: Class 8 contains 139642 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 158750 members 
Mstep: Class 11 contains 6381 members 
Mstep: Class 12 contains 131487 members 
Mstep: Class 13 contains 17301 members 
Mstep: Class 14 contains 17003 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33043 members 
Mstep: Class 17 contains 3584 members 
Mstep: Class 18 contains 179971 members 
Mstep: Class 19 contains 2129 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3538 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676640.000000 Penalty: 85410.039062
Iteration 274Q: 26 clusters Score -1.326766e+08 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 64983 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 166088 members 
Mstep: Class 6 contains 3835 members 
Mstep: Class 7 contains 30352 members 
Mstep: Class 8 contains 139309 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 157536 members 
Mstep: Class 11 contains 6382 members 
Mstep: Class 12 contains 131391 members 
Mstep: Class 13 contains 17301 members 
Mstep: Class 14 contains 16950 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32962 members 
Mstep: Class 17 contains 3575 members 
Mstep: Class 18 contains 179883 members 
Mstep: Class 19 contains 2131 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3539 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676912.000000 Penalty: 85410.039062
Iteration 275Q: 26 clusters Score -1.326769e+08 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 64994 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 167824 members 
Mstep: Class 6 contains 3834 members 
Mstep: Class 7 contains 30409 members 
Mstep: Class 8 contains 139006 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 156349 members 
Mstep: Class 11 contains 6378 members 
Mstep: Class 12 contains 131294 members 
Mstep: Class 13 contains 17304 members 
Mstep: Class 14 contains 16898 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32885 members 
Mstep: Class 17 contains 3574 members 
Mstep: Class 18 contains 179801 members 
Mstep: Class 19 contains 2130 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3537 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676520.000000 Penalty: 85410.039062
Iteration 276Q: 26 clusters Score -1.326765e+08 nChanged 6442
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 65023 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 169316 members 
Mstep: Class 6 contains 3834 members 
Mstep: Class 7 contains 30503 members 
Mstep: Class 8 contains 138732 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 155238 members 
Mstep: Class 11 contains 6376 members 
Mstep: Class 12 contains 131187 members 
Mstep: Class 13 contains 17303 members 
Mstep: Class 14 contains 16872 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32856 members 
Mstep: Class 17 contains 3570 members 
Mstep: Class 18 contains 179749 members 
Mstep: Class 19 contains 2129 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3530 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676016.000000 Penalty: 85410.039062
Iteration 277Q: 26 clusters Score -1.32676e+08 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 65090 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 170375 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 30589 members 
Mstep: Class 8 contains 138508 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 154359 members 
Mstep: Class 11 contains 6368 members 
Mstep: Class 12 contains 131100 members 
Mstep: Class 13 contains 17314 members 
Mstep: Class 14 contains 16840 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32878 members 
Mstep: Class 17 contains 3561 members 
Mstep: Class 18 contains 179755 members 
Mstep: Class 19 contains 2130 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3521 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675168.000000 Penalty: 85410.039062
Iteration 278Q: 26 clusters Score -1.326752e+08 nChanged 6452
Entering ConstructFrom: 
Score: -132675168.000000 Penalty: 85410.039062
Entering ConstructFrom: 
Trying to split cluster 1 (985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Entering Unmasked Estep 
Score: -126411.507812 Penalty: 1709.375122
	Iteration 0F: 2 clusters Score -126411.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -124565.523438 Penalty: 3418.750244
	Iteration 0F: 3 clusters Score -124565.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -125039.257812 Penalty: 3418.750244
	Iteration 1F: 3 clusters Score -125039.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -125340.210938 Penalty: 3418.750244
	Iteration 2F: 3 clusters Score -125340.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -125677.750000 Penalty: 3418.750244
	Iteration 3F: 3 clusters Score -125677.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -126093.218750 Penalty: 3418.750244
	Iteration 4F: 3 clusters Score -126093.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -126495.968750 Penalty: 3418.750244
	Iteration 5F: 3 clusters Score -126496 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -126665.640625 Penalty: 3418.750244
	Iteration 6Q: 3 clusters Score -126665.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -126810.554688 Penalty: 3418.750244
	Iteration 7Q: 3 clusters Score -126810.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -126965.210938 Penalty: 3418.750244
	Iteration 8Q: 3 clusters Score -126965.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -127043.554688 Penalty: 3418.750244
	Iteration 9Q: 3 clusters Score -127043.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -127078.718750 Penalty: 3418.750244
	Iteration 10Q: 3 clusters Score -127078.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -127116.250000 Penalty: 3418.750244
	Iteration 11Q: 3 clusters Score -127116.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -127172.453125 Penalty: 3418.750244
	Iteration 12Q: 3 clusters Score -127172.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -127195.523438 Penalty: 3418.750244
	Iteration 13Q: 3 clusters Score -127195.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -127217.578125 Penalty: 3418.750244
	Iteration 14Q: 3 clusters Score -127217.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -127222.710938 Penalty: 3418.750244
	Iteration 15Q: 3 clusters Score -127222.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -127224.171875 Penalty: 3418.750244
	Iteration 16Q: 3 clusters Score -127224.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -127226.656250 Penalty: 3418.750244
	Iteration 17Q: 3 clusters Score -127226.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -127230.039062 Penalty: 3418.750244
	Iteration 18Q: 3 clusters Score -127230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -127237.117188 Penalty: 3418.750244
	Iteration 19F: 3 clusters Score -127237.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -127253.062500 Penalty: 3418.750244
	Iteration 20F: 3 clusters Score -127253.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -127256.015625 Penalty: 3418.750244
	Iteration 21Q: 3 clusters Score -127256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -127257.625000 Penalty: 3418.750244
	Iteration 22Q: 3 clusters Score -127257.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -127257.625000 Penalty: 3418.750244
	Iteration 23F: 3 clusters Score -127257.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 65167 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 171161 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 30695 members 
Mstep: Class 8 contains 138381 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 153599 members 
Mstep: Class 11 contains 6365 members 
Mstep: Class 12 contains 131063 members 
Mstep: Class 13 contains 17317 members 
Mstep: Class 14 contains 16798 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32911 members 
Mstep: Class 17 contains 3549 members 
Mstep: Class 18 contains 179727 members 
Mstep: Class 19 contains 2131 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3523 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Mstep: Class 26 contains 675 members 
Entering Unmasked Estep 
Score: -132673440.000000 Penalty: 88826.445312
Splitting cluster 1 changes total score from -132675168.000000 to -132673440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (65167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65167 members 
Entering Unmasked Estep 
Score: -9181769.000000 Penalty: 2749.007568
	Iteration 0F: 2 clusters Score -9181769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -9137962.000000 Penalty: 5498.015137
	Iteration 0F: 3 clusters Score -9137962 nChanged 30356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -9154926.000000 Penalty: 5498.015137
	Iteration 1F: 3 clusters Score -9154926 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -9155415.000000 Penalty: 5498.015137
	Iteration 2Q: 3 clusters Score -9155415 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -9155856.000000 Penalty: 5498.015137
	Iteration 3Q: 3 clusters Score -9155856 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -9156321.000000 Penalty: 5498.015137
	Iteration 4Q: 3 clusters Score -9156321 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -9156988.000000 Penalty: 5498.015137
	Iteration 5Q: 3 clusters Score -9156988 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 37692 members 
Entering Unmasked Estep 
Score: -9157847.000000 Penalty: 5498.015137
	Iteration 6Q: 3 clusters Score -9157847 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -9159090.000000 Penalty: 5498.015137
	Iteration 7Q: 3 clusters Score -9159090 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 43476 members 
Entering Unmasked Estep 
Score: -9161135.000000 Penalty: 5498.015137
	Iteration 8F: 3 clusters Score -9161135 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 47773 members 
Entering Unmasked Estep 
Score: -9164311.000000 Penalty: 5498.015137
	Iteration 9F: 3 clusters Score -9164311 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 52669 members 
Entering Unmasked Estep 
Score: -9168306.000000 Penalty: 5498.015137
	Iteration 10F: 3 clusters Score -9168306 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 57525 members 
Entering Unmasked Estep 
Score: -9172599.000000 Penalty: 5498.015137
	Iteration 11F: 3 clusters Score -9172599 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 61305 members 
Entering Unmasked Estep 
Score: -9176050.000000 Penalty: 5498.015137
	Iteration 12F: 3 clusters Score -9176050 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 63397 members 
Entering Unmasked Estep 
Score: -9177878.000000 Penalty: 5498.015137
	Iteration 13Q: 3 clusters Score -9177878 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 64311 members 
Entering Unmasked Estep 
Score: -9178698.000000 Penalty: 5498.015137
	Iteration 14Q: 3 clusters Score -9178698 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 64658 members 
Entering Unmasked Estep 
Score: -9179045.000000 Penalty: 5498.015137
	Iteration 15Q: 3 clusters Score -9179045 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 64781 members 
Entering Unmasked Estep 
Score: -9179191.000000 Penalty: 5498.015137
	Iteration 16Q: 3 clusters Score -9179191 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 64828 members 
Entering Unmasked Estep 
Score: -9179258.000000 Penalty: 5498.015137
	Iteration 17Q: 3 clusters Score -9179258 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 64858 members 
Entering Unmasked Estep 
Score: -9179320.000000 Penalty: 5498.015137
	Iteration 18Q: 3 clusters Score -9179320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 64876 members 
Entering Unmasked Estep 
Score: -9179341.000000 Penalty: 5498.015137
	Iteration 19Q: 3 clusters Score -9179341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 64885 members 
Entering Unmasked Estep 
Score: -9179354.000000 Penalty: 5498.015137
	Iteration 20F: 3 clusters Score -9179354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 64891 members 
Entering Unmasked Estep 
Score: -9179377.000000 Penalty: 5498.015137
	Iteration 21Q: 3 clusters Score -9179377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 64899 members 
Entering Unmasked Estep 
Score: -9179391.000000 Penalty: 5498.015137
	Iteration 22Q: 3 clusters Score -9179391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 64898 members 
Entering Unmasked Estep 
Score: -9179397.000000 Penalty: 5498.015137
	Iteration 23Q: 3 clusters Score -9179397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 64896 members 
Entering Unmasked Estep 
Score: -9179399.000000 Penalty: 5498.015137
	Iteration 24Q: 3 clusters Score -9179399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 64895 members 
Entering Unmasked Estep 
Score: -9179395.000000 Penalty: 5498.015137
	Iteration 25Q: 3 clusters Score -9179395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 64895 members 
Entering Unmasked Estep 
Score: -9179395.000000 Penalty: 5498.015137
	Iteration 26F: 3 clusters Score -9179395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -55556.515625 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -55556.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -54151.195312 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -54151.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -54532.847656 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -54532.85 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -54832.007812 Penalty: 3051.755371
	Iteration 2F: 3 clusters Score -54832.01 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -55241.648438 Penalty: 3051.755371
	Iteration 3F: 3 clusters Score -55241.65 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -55462.726562 Penalty: 3051.755371
	Iteration 4F: 3 clusters Score -55462.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -55698.230469 Penalty: 3051.755371
	Iteration 5Q: 3 clusters Score -55698.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -55801.074219 Penalty: 3051.755371
	Iteration 6Q: 3 clusters Score -55801.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -55819.898438 Penalty: 3051.755371
	Iteration 7Q: 3 clusters Score -55819.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -55828.203125 Penalty: 3051.755371
	Iteration 8Q: 3 clusters Score -55828.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -55855.101562 Penalty: 3051.755371
	Iteration 9Q: 3 clusters Score -55855.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -55859.207031 Penalty: 3051.755371
	Iteration 10Q: 3 clusters Score -55859.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -55859.207031 Penalty: 3051.755371
	Iteration 11F: 3 clusters Score -55859.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 65167 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 171161 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 30695 members 
Mstep: Class 8 contains 138381 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 153599 members 
Mstep: Class 11 contains 6365 members 
Mstep: Class 12 contains 131063 members 
Mstep: Class 13 contains 17317 members 
Mstep: Class 14 contains 16798 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32911 members 
Mstep: Class 17 contains 3549 members 
Mstep: Class 18 contains 179727 members 
Mstep: Class 19 contains 2131 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3523 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Mstep: Class 26 contains 89 members 
Entering Unmasked Estep 
Score: -132672792.000000 Penalty: 88826.445312
Splitting cluster 3 changes total score from -132675168.000000 to -132672792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -68679.406250 Penalty: 1582.690308
	Iteration 0F: 2 clusters Score -68679.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -67040.445312 Penalty: 3165.380615
	Iteration 0F: 3 clusters Score -67040.45 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -67258.375000 Penalty: 3165.380615
	Iteration 1F: 3 clusters Score -67258.38 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -67342.210938 Penalty: 3165.380615
	Iteration 2F: 3 clusters Score -67342.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -67417.484375 Penalty: 3165.380615
	Iteration 3Q: 3 clusters Score -67417.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -67478.523438 Penalty: 3165.380615
	Iteration 4Q: 3 clusters Score -67478.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -67562.062500 Penalty: 3165.380615
	Iteration 5Q: 3 clusters Score -67562.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -67655.929688 Penalty: 3165.380615
	Iteration 6Q: 3 clusters Score -67655.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -67693.367188 Penalty: 3165.380615
	Iteration 7Q: 3 clusters Score -67693.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -67739.851562 Penalty: 3165.380615
	Iteration 8Q: 3 clusters Score -67739.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -67802.117188 Penalty: 3165.380615
	Iteration 9Q: 3 clusters Score -67802.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -67845.796875 Penalty: 3165.380615
	Iteration 10Q: 3 clusters Score -67845.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -67890.820312 Penalty: 3165.380615
	Iteration 11Q: 3 clusters Score -67890.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -67962.054688 Penalty: 3165.380615
	Iteration 12Q: 3 clusters Score -67962.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -68002.242188 Penalty: 3165.380615
	Iteration 13Q: 3 clusters Score -68002.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -68043.546875 Penalty: 3165.380615
	Iteration 14Q: 3 clusters Score -68043.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -68076.828125 Penalty: 3165.380615
	Iteration 15Q: 3 clusters Score -68076.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -68172.875000 Penalty: 3165.380615
	Iteration 16Q: 3 clusters Score -68172.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -68221.703125 Penalty: 3165.380615
	Iteration 17Q: 3 clusters Score -68221.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -68374.554688 Penalty: 3165.380615
	Iteration 18Q: 3 clusters Score -68374.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -68452.007812 Penalty: 3165.380615
	Iteration 19Q: 3 clusters Score -68452.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -68517.609375 Penalty: 3165.380615
	Iteration 20F: 3 clusters Score -68517.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -68566.031250 Penalty: 3165.380615
	Iteration 21Q: 3 clusters Score -68566.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -68616.500000 Penalty: 3165.380615
	Iteration 22Q: 3 clusters Score -68616.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -68663.492188 Penalty: 3165.380615
	Iteration 23Q: 3 clusters Score -68663.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -68682.203125 Penalty: 3165.380615
	Iteration 24Q: 3 clusters Score -68682.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -68737.578125 Penalty: 3165.380615
	Iteration 25Q: 3 clusters Score -68737.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -68800.195312 Penalty: 3165.380615
	Iteration 26Q: 3 clusters Score -68800.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -68872.570312 Penalty: 3165.380615
	Iteration 27Q: 3 clusters Score -68872.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -68967.390625 Penalty: 3165.380615
	Iteration 28Q: 3 clusters Score -68967.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -68992.671875 Penalty: 3165.380615
	Iteration 29Q: 3 clusters Score -68992.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -68992.671875 Penalty: 3165.380615
	Iteration 30F: 3 clusters Score -68992.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 65167 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 171161 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 30695 members 
Mstep: Class 8 contains 138381 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 153599 members 
Mstep: Class 11 contains 6365 members 
Mstep: Class 12 contains 131063 members 
Mstep: Class 13 contains 17317 members 
Mstep: Class 14 contains 16798 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32911 members 
Mstep: Class 17 contains 3549 members 
Mstep: Class 18 contains 179727 members 
Mstep: Class 19 contains 2131 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3523 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Mstep: Class 26 contains 259 members 
Entering Unmasked Estep 
Score: -132672824.000000 Penalty: 88826.445312
Splitting cluster 4 changes total score from -132675168.000000 to -132672824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (171161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171161 members 
Entering Unmasked Estep 
Score: -23923256.000000 Penalty: 2988.489258
	Iteration 0F: 2 clusters Score -2.392326e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85689 members 
Mstep: Class 2 contains 85472 members 
Entering Unmasked Estep 
Score: -23815770.000000 Penalty: 5976.978516
	Iteration 0F: 3 clusters Score -2.381577e+07 nChanged 81977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84850 members 
Mstep: Class 2 contains 86311 members 
Entering Unmasked Estep 
Score: -23863344.000000 Penalty: 5976.978516
	Iteration 1F: 3 clusters Score -2.386334e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84370 members 
Mstep: Class 2 contains 86791 members 
Entering Unmasked Estep 
Score: -23864294.000000 Penalty: 5976.978516
	Iteration 2Q: 3 clusters Score -2.386429e+07 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83701 members 
Mstep: Class 2 contains 87460 members 
Entering Unmasked Estep 
Score: -23865830.000000 Penalty: 5976.978516
	Iteration 3Q: 3 clusters Score -2.386583e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82847 members 
Mstep: Class 2 contains 88314 members 
Entering Unmasked Estep 
Score: -23867476.000000 Penalty: 5976.978516
	Iteration 4Q: 3 clusters Score -2.386748e+07 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81423 members 
Mstep: Class 2 contains 89738 members 
Entering Unmasked Estep 
Score: -23869932.000000 Penalty: 5976.978516
	Iteration 5Q: 3 clusters Score -2.386993e+07 nChanged 7806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79135 members 
Mstep: Class 2 contains 92026 members 
Entering Unmasked Estep 
Score: -23873564.000000 Penalty: 5976.978516
	Iteration 6Q: 3 clusters Score -2.387356e+07 nChanged 9252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75655 members 
Mstep: Class 2 contains 95506 members 
Entering Unmasked Estep 
Score: -23878632.000000 Penalty: 5976.978516
	Iteration 7F: 3 clusters Score -2.387863e+07 nChanged 10278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70559 members 
Mstep: Class 2 contains 100602 members 
Entering Unmasked Estep 
Score: -23885678.000000 Penalty: 5976.978516
	Iteration 8F: 3 clusters Score -2.388568e+07 nChanged 11053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64232 members 
Mstep: Class 2 contains 106929 members 
Entering Unmasked Estep 
Score: -23894872.000000 Penalty: 5976.978516
	Iteration 9F: 3 clusters Score -2.389487e+07 nChanged 10687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57665 members 
Mstep: Class 2 contains 113496 members 
Entering Unmasked Estep 
Score: -23903448.000000 Penalty: 5976.978516
	Iteration 10F: 3 clusters Score -2.390345e+07 nChanged 8428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51933 members 
Mstep: Class 2 contains 119228 members 
Entering Unmasked Estep 
Score: -23908480.000000 Penalty: 5976.978516
	Iteration 11Q: 3 clusters Score -2.390848e+07 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46695 members 
Mstep: Class 2 contains 124466 members 
Entering Unmasked Estep 
Score: -23910946.000000 Penalty: 5976.978516
	Iteration 12Q: 3 clusters Score -2.391095e+07 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41451 members 
Mstep: Class 2 contains 129710 members 
Entering Unmasked Estep 
Score: -23912496.000000 Penalty: 5976.978516
	Iteration 13Q: 3 clusters Score -2.39125e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36213 members 
Mstep: Class 2 contains 134948 members 
Entering Unmasked Estep 
Score: -23914088.000000 Penalty: 5976.978516
	Iteration 14Q: 3 clusters Score -2.391409e+07 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 140165 members 
Entering Unmasked Estep 
Score: -23915538.000000 Penalty: 5976.978516
	Iteration 15Q: 3 clusters Score -2.391554e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 145132 members 
Entering Unmasked Estep 
Score: -23916964.000000 Penalty: 5976.978516
	Iteration 16Q: 3 clusters Score -2.391696e+07 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 149934 members 
Entering Unmasked Estep 
Score: -23918344.000000 Penalty: 5976.978516
	Iteration 17Q: 3 clusters Score -2.391834e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 154237 members 
Entering Unmasked Estep 
Score: -23919574.000000 Penalty: 5976.978516
	Iteration 18Q: 3 clusters Score -2.391957e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 157951 members 
Entering Unmasked Estep 
Score: -23921324.000000 Penalty: 5976.978516
	Iteration 19Q: 3 clusters Score -2.392132e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 160874 members 
Entering Unmasked Estep 
Score: -23922382.000000 Penalty: 5976.978516
	Iteration 20F: 3 clusters Score -2.392238e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 163017 members 
Entering Unmasked Estep 
Score: -23922552.000000 Penalty: 5976.978516
	Iteration 21Q: 3 clusters Score -2.392255e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 164745 members 
Entering Unmasked Estep 
Score: -23922810.000000 Penalty: 5976.978516
	Iteration 22Q: 3 clusters Score -2.392281e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 165982 members 
Entering Unmasked Estep 
Score: -23922840.000000 Penalty: 5976.978516
	Iteration 23Q: 3 clusters Score -2.392284e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 166907 members 
Entering Unmasked Estep 
Score: -23922846.000000 Penalty: 5976.978516
	Iteration 24Q: 3 clusters Score -2.392285e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 167601 members 
Entering Unmasked Estep 
Score: -23922698.000000 Penalty: 5976.978516
	Iteration 25Q: 3 clusters Score -2.39227e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 168108 members 
Entering Unmasked Estep 
Score: -23922700.000000 Penalty: 5976.978516
	Iteration 26Q: 3 clusters Score -2.39227e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 168457 members 
Entering Unmasked Estep 
Score: -23922676.000000 Penalty: 5976.978516
	Iteration 27Q: 3 clusters Score -2.392268e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 168714 members 
Entering Unmasked Estep 
Score: -23922674.000000 Penalty: 5976.978516
	Iteration 28Q: 3 clusters Score -2.392267e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 168908 members 
Entering Unmasked Estep 
Score: -23922668.000000 Penalty: 5976.978516
	Iteration 29Q: 3 clusters Score -2.392267e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 169058 members 
Entering Unmasked Estep 
Score: -23922670.000000 Penalty: 5976.978516
	Iteration 30Q: 3 clusters Score -2.392267e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 169165 members 
Entering Unmasked Estep 
Score: -23922706.000000 Penalty: 5976.978516
	Iteration 31Q: 3 clusters Score -2.392271e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 169238 members 
Entering Unmasked Estep 
Score: -23922696.000000 Penalty: 5976.978516
	Iteration 32Q: 3 clusters Score -2.39227e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 169306 members 
Entering Unmasked Estep 
Score: -23922646.000000 Penalty: 5976.978516
	Iteration 33Q: 3 clusters Score -2.392265e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 169364 members 
Entering Unmasked Estep 
Score: -23922654.000000 Penalty: 5976.978516
	Iteration 34Q: 3 clusters Score -2.392265e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 169405 members 
Entering Unmasked Estep 
Score: -23922656.000000 Penalty: 5976.978516
	Iteration 35Q: 3 clusters Score -2.392266e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 169434 members 
Entering Unmasked Estep 
Score: -23922672.000000 Penalty: 5976.978516
	Iteration 36Q: 3 clusters Score -2.392267e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 169456 members 
Entering Unmasked Estep 
Score: -23922674.000000 Penalty: 5976.978516
	Iteration 37Q: 3 clusters Score -2.392267e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 169482 members 
Entering Unmasked Estep 
Score: -23922678.000000 Penalty: 5976.978516
	Iteration 38Q: 3 clusters Score -2.392268e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 169497 members 
Entering Unmasked Estep 
Score: -23922654.000000 Penalty: 5976.978516
	Iteration 39Q: 3 clusters Score -2.392265e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 169520 members 
Entering Unmasked Estep 
Score: -23922654.000000 Penalty: 5976.978516
	Iteration 40F: 3 clusters Score -2.392265e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 169537 members 
Entering Unmasked Estep 
Score: -23922642.000000 Penalty: 5976.978516
	Iteration 41Q: 3 clusters Score -2.392264e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 169554 members 
Entering Unmasked Estep 
Score: -23922652.000000 Penalty: 5976.978516
	Iteration 42Q: 3 clusters Score -2.392265e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 169569 members 
Entering Unmasked Estep 
Score: -23922632.000000 Penalty: 5976.978516
	Iteration 43Q: 3 clusters Score -2.392263e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 169578 members 
Entering Unmasked Estep 
Score: -23922638.000000 Penalty: 5976.978516
	Iteration 44Q: 3 clusters Score -2.392264e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 169594 members 
Entering Unmasked Estep 
Score: -23922648.000000 Penalty: 5976.978516
	Iteration 45Q: 3 clusters Score -2.392265e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 169608 members 
Entering Unmasked Estep 
Score: -23922612.000000 Penalty: 5976.978516
	Iteration 46Q: 3 clusters Score -2.392261e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 169620 members 
Entering Unmasked Estep 
Score: -23922600.000000 Penalty: 5976.978516
	Iteration 47Q: 3 clusters Score -2.39226e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 169636 members 
Entering Unmasked Estep 
Score: -23922590.000000 Penalty: 5976.978516
	Iteration 48Q: 3 clusters Score -2.392259e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 169649 members 
Entering Unmasked Estep 
Score: -23922578.000000 Penalty: 5976.978516
	Iteration 49Q: 3 clusters Score -2.392258e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 169650 members 
Entering Unmasked Estep 
Score: -23922580.000000 Penalty: 5976.978516
	Iteration 50Q: 3 clusters Score -2.392258e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 169657 members 
Entering Unmasked Estep 
Score: -23922578.000000 Penalty: 5976.978516
	Iteration 51Q: 3 clusters Score -2.392258e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 169664 members 
Entering Unmasked Estep 
Score: -23922596.000000 Penalty: 5976.978516
	Iteration 52Q: 3 clusters Score -2.39226e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 169669 members 
Entering Unmasked Estep 
Score: -23922602.000000 Penalty: 5976.978516
	Iteration 53Q: 3 clusters Score -2.39226e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 169672 members 
Entering Unmasked Estep 
Score: -23922618.000000 Penalty: 5976.978516
	Iteration 54Q: 3 clusters Score -2.392262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 169676 members 
Entering Unmasked Estep 
Score: -23922608.000000 Penalty: 5976.978516
	Iteration 55Q: 3 clusters Score -2.392261e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 169679 members 
Entering Unmasked Estep 
Score: -23922598.000000 Penalty: 5976.978516
	Iteration 56Q: 3 clusters Score -2.39226e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 169683 members 
Entering Unmasked Estep 
Score: -23922610.000000 Penalty: 5976.978516
	Iteration 57Q: 3 clusters Score -2.392261e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 169686 members 
Entering Unmasked Estep 
Score: -23922624.000000 Penalty: 5976.978516
	Iteration 58Q: 3 clusters Score -2.392262e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 169690 members 
Entering Unmasked Estep 
Score: -23922626.000000 Penalty: 5976.978516
	Iteration 59Q: 3 clusters Score -2.392263e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 169692 members 
Entering Unmasked Estep 
Score: -23922610.000000 Penalty: 5976.978516
	Iteration 60F: 3 clusters Score -2.392261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 169693 members 
Entering Unmasked Estep 
Score: -23922612.000000 Penalty: 5976.978516
	Iteration 61Q: 3 clusters Score -2.392261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 169693 members 
Entering Unmasked Estep 
Score: -23922618.000000 Penalty: 5976.978516
	Iteration 62Q: 3 clusters Score -2.392262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 169690 members 
Entering Unmasked Estep 
Score: -23922632.000000 Penalty: 5976.978516
	Iteration 63Q: 3 clusters Score -2.392263e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 169690 members 
Entering Unmasked Estep 
Score: -23922622.000000 Penalty: 5976.978516
	Iteration 64Q: 3 clusters Score -2.392262e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 169694 members 
Entering Unmasked Estep 
Score: -23922634.000000 Penalty: 5976.978516
	Iteration 65Q: 3 clusters Score -2.392263e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 169696 members 
Entering Unmasked Estep 
Score: -23922638.000000 Penalty: 5976.978516
	Iteration 66Q: 3 clusters Score -2.392264e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 169701 members 
Entering Unmasked Estep 
Score: -23922650.000000 Penalty: 5976.978516
	Iteration 67Q: 3 clusters Score -2.392265e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 169709 members 
Entering Unmasked Estep 
Score: -23922624.000000 Penalty: 5976.978516
	Iteration 68Q: 3 clusters Score -2.392262e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 169716 members 
Entering Unmasked Estep 
Score: -23922620.000000 Penalty: 5976.978516
	Iteration 69Q: 3 clusters Score -2.392262e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 169720 members 
Entering Unmasked Estep 
Score: -23922620.000000 Penalty: 5976.978516
	Iteration 70Q: 3 clusters Score -2.392262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 169719 members 
Entering Unmasked Estep 
Score: -23922622.000000 Penalty: 5976.978516
	Iteration 71Q: 3 clusters Score -2.392262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 169721 members 
Entering Unmasked Estep 
Score: -23922620.000000 Penalty: 5976.978516
	Iteration 72Q: 3 clusters Score -2.392262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 169722 members 
Entering Unmasked Estep 
Score: -23922628.000000 Penalty: 5976.978516
	Iteration 73Q: 3 clusters Score -2.392263e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 169723 members 
Entering Unmasked Estep 
Score: -23922622.000000 Penalty: 5976.978516
	Iteration 74Q: 3 clusters Score -2.392262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 169723 members 
Entering Unmasked Estep 
Score: -23922622.000000 Penalty: 5976.978516
	Iteration 75F: 3 clusters Score -2.392262e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Entering Unmasked Estep 
Score: -528544.875000 Penalty: 2046.347900
	Iteration 0F: 2 clusters Score -528544.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -524773.562500 Penalty: 4092.695801
	Iteration 0F: 3 clusters Score -524773.6 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -525673.125000 Penalty: 4092.695801
	Iteration 1F: 3 clusters Score -525673.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -525906.625000 Penalty: 4092.695801
	Iteration 2F: 3 clusters Score -525906.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -526051.937500 Penalty: 4092.695801
	Iteration 3F: 3 clusters Score -526051.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -526144.187500 Penalty: 4092.695801
	Iteration 4Q: 3 clusters Score -526144.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -526210.000000 Penalty: 4092.695801
	Iteration 5Q: 3 clusters Score -526210 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -526275.375000 Penalty: 4092.695801
	Iteration 6Q: 3 clusters Score -526275.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -526339.312500 Penalty: 4092.695801
	Iteration 7Q: 3 clusters Score -526339.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -526415.062500 Penalty: 4092.695801
	Iteration 8Q: 3 clusters Score -526415.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -526485.562500 Penalty: 4092.695801
	Iteration 9Q: 3 clusters Score -526485.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -526559.312500 Penalty: 4092.695801
	Iteration 10Q: 3 clusters Score -526559.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -526646.812500 Penalty: 4092.695801
	Iteration 11Q: 3 clusters Score -526646.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -526795.375000 Penalty: 4092.695801
	Iteration 12Q: 3 clusters Score -526795.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -526963.687500 Penalty: 4092.695801
	Iteration 13Q: 3 clusters Score -526963.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -527160.250000 Penalty: 4092.695801
	Iteration 14Q: 3 clusters Score -527160.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -527320.812500 Penalty: 4092.695801
	Iteration 15Q: 3 clusters Score -527320.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -527471.062500 Penalty: 4092.695801
	Iteration 16Q: 3 clusters Score -527471.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -527611.937500 Penalty: 4092.695801
	Iteration 17Q: 3 clusters Score -527611.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -527722.187500 Penalty: 4092.695801
	Iteration 18Q: 3 clusters Score -527722.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -527795.000000 Penalty: 4092.695801
	Iteration 19Q: 3 clusters Score -527795 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -527833.125000 Penalty: 4092.695801
	Iteration 20F: 3 clusters Score -527833.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -527849.812500 Penalty: 4092.695801
	Iteration 21Q: 3 clusters Score -527849.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -527859.687500 Penalty: 4092.695801
	Iteration 22Q: 3 clusters Score -527859.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -527862.062500 Penalty: 4092.695801
	Iteration 23Q: 3 clusters Score -527862.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -527863.875000 Penalty: 4092.695801
	Iteration 24Q: 3 clusters Score -527863.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -527863.562500 Penalty: 4092.695801
	Iteration 25Q: 3 clusters Score -527863.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -527864.437500 Penalty: 4092.695801
	Iteration 26Q: 3 clusters Score -527864.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -527864.687500 Penalty: 4092.695801
	Iteration 27Q: 3 clusters Score -527864.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -527864.687500 Penalty: 4092.695801
	Iteration 28Q: 3 clusters Score -527864.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -527866.000000 Penalty: 4092.695801
	Iteration 29Q: 3 clusters Score -527866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -527866.000000 Penalty: 4092.695801
	Iteration 30F: 3 clusters Score -527866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (30695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Entering Unmasked Estep 
Score: -4180217.750000 Penalty: 2562.300049
	Iteration 0F: 2 clusters Score -4180218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -4159303.250000 Penalty: 5124.600098
	Iteration 0F: 3 clusters Score -4159303 nChanged 13729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -4167657.000000 Penalty: 5124.600098
	Iteration 1F: 3 clusters Score -4167657 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -4169118.500000 Penalty: 5124.600098
	Iteration 2F: 3 clusters Score -4169118 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -4170569.750000 Penalty: 5124.600098
	Iteration 3F: 3 clusters Score -4170570 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -4172031.000000 Penalty: 5124.600098
	Iteration 4F: 3 clusters Score -4172031 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -4173433.500000 Penalty: 5124.600098
	Iteration 5F: 3 clusters Score -4173434 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -4174711.500000 Penalty: 5124.600098
	Iteration 6F: 3 clusters Score -4174712 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -4175790.250000 Penalty: 5124.600098
	Iteration 7F: 3 clusters Score -4175790 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -4176601.500000 Penalty: 5124.600098
	Iteration 8Q: 3 clusters Score -4176602 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -4177194.500000 Penalty: 5124.600098
	Iteration 9Q: 3 clusters Score -4177194 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -4177691.000000 Penalty: 5124.600098
	Iteration 10Q: 3 clusters Score -4177691 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -4178085.750000 Penalty: 5124.600098
	Iteration 11Q: 3 clusters Score -4178086 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -4178421.250000 Penalty: 5124.600098
	Iteration 12Q: 3 clusters Score -4178421 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -4178663.250000 Penalty: 5124.600098
	Iteration 13Q: 3 clusters Score -4178663 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -4178913.000000 Penalty: 5124.600098
	Iteration 14Q: 3 clusters Score -4178913 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -4179122.250000 Penalty: 5124.600098
	Iteration 15Q: 3 clusters Score -4179122 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -4179341.750000 Penalty: 5124.600098
	Iteration 16Q: 3 clusters Score -4179342 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -4179535.750000 Penalty: 5124.600098
	Iteration 17Q: 3 clusters Score -4179536 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -4179674.750000 Penalty: 5124.600098
	Iteration 18Q: 3 clusters Score -4179675 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -4179761.750000 Penalty: 5124.600098
	Iteration 19Q: 3 clusters Score -4179762 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -4179918.250000 Penalty: 5124.600098
	Iteration 20F: 3 clusters Score -4179918 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -4180170.500000 Penalty: 5124.600098
	Iteration 21Q: 3 clusters Score -4180170 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -4180313.000000 Penalty: 5124.600098
	Iteration 22Q: 3 clusters Score -4180313 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -4180359.250000 Penalty: 5124.600098
	Iteration 23Q: 3 clusters Score -4180359 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -4180371.750000 Penalty: 5124.600098
	Iteration 24Q: 3 clusters Score -4180372 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -4180382.000000 Penalty: 5124.600098
	Iteration 25Q: 3 clusters Score -4180382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -4180385.250000 Penalty: 5124.600098
	Iteration 26Q: 3 clusters Score -4180385 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -4180387.750000 Penalty: 5124.600098
	Iteration 27Q: 3 clusters Score -4180388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -4180393.750000 Penalty: 5124.600098
	Iteration 28Q: 3 clusters Score -4180394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -4180397.500000 Penalty: 5124.600098
	Iteration 29Q: 3 clusters Score -4180398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -4180403.500000 Penalty: 5124.600098
	Iteration 30Q: 3 clusters Score -4180404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -4180405.000000 Penalty: 5124.600098
	Iteration 31Q: 3 clusters Score -4180405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -4180402.000000 Penalty: 5124.600098
	Iteration 32Q: 3 clusters Score -4180402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -4180403.500000 Penalty: 5124.600098
	Iteration 33Q: 3 clusters Score -4180404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -4180402.500000 Penalty: 5124.600098
	Iteration 34Q: 3 clusters Score -4180402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -4180402.500000 Penalty: 5124.600098
	Iteration 35F: 3 clusters Score -4180402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 65167 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 171161 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 1372 members 
Mstep: Class 8 contains 138381 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 153599 members 
Mstep: Class 11 contains 6365 members 
Mstep: Class 12 contains 131063 members 
Mstep: Class 13 contains 17317 members 
Mstep: Class 14 contains 16798 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32911 members 
Mstep: Class 17 contains 3549 members 
Mstep: Class 18 contains 179727 members 
Mstep: Class 19 contains 2131 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3523 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Mstep: Class 26 contains 29323 members 
Entering Unmasked Estep 
Score: -132673432.000000 Penalty: 88826.445312
Splitting cluster 7 changes total score from -132675168.000000 to -132673432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (138381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138381 members 
Entering Unmasked Estep 
Score: -19423100.000000 Penalty: 2935.765869
	Iteration 0F: 2 clusters Score -1.94231e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69162 members 
Mstep: Class 2 contains 69219 members 
Entering Unmasked Estep 
Score: -19336058.000000 Penalty: 5871.531738
	Iteration 0F: 3 clusters Score -1.933606e+07 nChanged 65992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67804 members 
Mstep: Class 2 contains 70577 members 
Entering Unmasked Estep 
Score: -19374336.000000 Penalty: 5871.531738
	Iteration 1F: 3 clusters Score -1.937434e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66833 members 
Mstep: Class 2 contains 71548 members 
Entering Unmasked Estep 
Score: -19375486.000000 Penalty: 5871.531738
	Iteration 2Q: 3 clusters Score -1.937549e+07 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65217 members 
Mstep: Class 2 contains 73164 members 
Entering Unmasked Estep 
Score: -19377160.000000 Penalty: 5871.531738
	Iteration 3Q: 3 clusters Score -1.937716e+07 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62722 members 
Mstep: Class 2 contains 75659 members 
Entering Unmasked Estep 
Score: -19379878.000000 Penalty: 5871.531738
	Iteration 4Q: 3 clusters Score -1.937988e+07 nChanged 7356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59010 members 
Mstep: Class 2 contains 79371 members 
Entering Unmasked Estep 
Score: -19383678.000000 Penalty: 5871.531738
	Iteration 5F: 3 clusters Score -1.938368e+07 nChanged 8384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54084 members 
Mstep: Class 2 contains 84297 members 
Entering Unmasked Estep 
Score: -19388606.000000 Penalty: 5871.531738
	Iteration 6F: 3 clusters Score -1.938861e+07 nChanged 9045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48343 members 
Mstep: Class 2 contains 90038 members 
Entering Unmasked Estep 
Score: -19394288.000000 Penalty: 5871.531738
	Iteration 7F: 3 clusters Score -1.939429e+07 nChanged 8765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42492 members 
Mstep: Class 2 contains 95889 members 
Entering Unmasked Estep 
Score: -19400562.000000 Penalty: 5871.531738
	Iteration 8F: 3 clusters Score -1.940056e+07 nChanged 7928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 101161 members 
Entering Unmasked Estep 
Score: -19406234.000000 Penalty: 5871.531738
	Iteration 9F: 3 clusters Score -1.940623e+07 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 105279 members 
Entering Unmasked Estep 
Score: -19410292.000000 Penalty: 5871.531738
	Iteration 10Q: 3 clusters Score -1.941029e+07 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 108596 members 
Entering Unmasked Estep 
Score: -19412790.000000 Penalty: 5871.531738
	Iteration 11Q: 3 clusters Score -1.941279e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 111283 members 
Entering Unmasked Estep 
Score: -19414288.000000 Penalty: 5871.531738
	Iteration 12Q: 3 clusters Score -1.941429e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 113645 members 
Entering Unmasked Estep 
Score: -19415408.000000 Penalty: 5871.531738
	Iteration 13Q: 3 clusters Score -1.941541e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 115780 members 
Entering Unmasked Estep 
Score: -19415994.000000 Penalty: 5871.531738
	Iteration 14Q: 3 clusters Score -1.941599e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 117658 members 
Entering Unmasked Estep 
Score: -19416582.000000 Penalty: 5871.531738
	Iteration 15Q: 3 clusters Score -1.941658e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 119365 members 
Entering Unmasked Estep 
Score: -19417102.000000 Penalty: 5871.531738
	Iteration 16Q: 3 clusters Score -1.94171e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 120985 members 
Entering Unmasked Estep 
Score: -19417550.000000 Penalty: 5871.531738
	Iteration 17Q: 3 clusters Score -1.941755e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 122511 members 
Entering Unmasked Estep 
Score: -19417982.000000 Penalty: 5871.531738
	Iteration 18Q: 3 clusters Score -1.941798e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 123954 members 
Entering Unmasked Estep 
Score: -19418386.000000 Penalty: 5871.531738
	Iteration 19Q: 3 clusters Score -1.941839e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 125248 members 
Entering Unmasked Estep 
Score: -19418858.000000 Penalty: 5871.531738
	Iteration 20F: 3 clusters Score -1.941886e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 126402 members 
Entering Unmasked Estep 
Score: -19419070.000000 Penalty: 5871.531738
	Iteration 21Q: 3 clusters Score -1.941907e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 127472 members 
Entering Unmasked Estep 
Score: -19419404.000000 Penalty: 5871.531738
	Iteration 22Q: 3 clusters Score -1.94194e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 128386 members 
Entering Unmasked Estep 
Score: -19419576.000000 Penalty: 5871.531738
	Iteration 23Q: 3 clusters Score -1.941958e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 129232 members 
Entering Unmasked Estep 
Score: -19419780.000000 Penalty: 5871.531738
	Iteration 24Q: 3 clusters Score -1.941978e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 129961 members 
Entering Unmasked Estep 
Score: -19419962.000000 Penalty: 5871.531738
	Iteration 25Q: 3 clusters Score -1.941996e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 130634 members 
Entering Unmasked Estep 
Score: -19420152.000000 Penalty: 5871.531738
	Iteration 26Q: 3 clusters Score -1.942015e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 131259 members 
Entering Unmasked Estep 
Score: -19420350.000000 Penalty: 5871.531738
	Iteration 27Q: 3 clusters Score -1.942035e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 131775 members 
Entering Unmasked Estep 
Score: -19420608.000000 Penalty: 5871.531738
	Iteration 28Q: 3 clusters Score -1.942061e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 132260 members 
Entering Unmasked Estep 
Score: -19421034.000000 Penalty: 5871.531738
	Iteration 29Q: 3 clusters Score -1.942103e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 132684 members 
Entering Unmasked Estep 
Score: -19421512.000000 Penalty: 5871.531738
	Iteration 30Q: 3 clusters Score -1.942151e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 133006 members 
Entering Unmasked Estep 
Score: -19421994.000000 Penalty: 5871.531738
	Iteration 31Q: 3 clusters Score -1.942199e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 133150 members 
Entering Unmasked Estep 
Score: -19422232.000000 Penalty: 5871.531738
	Iteration 32Q: 3 clusters Score -1.942223e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 133213 members 
Entering Unmasked Estep 
Score: -19422326.000000 Penalty: 5871.531738
	Iteration 33Q: 3 clusters Score -1.942233e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 133236 members 
Entering Unmasked Estep 
Score: -19422424.000000 Penalty: 5871.531738
	Iteration 34Q: 3 clusters Score -1.942242e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 133227 members 
Entering Unmasked Estep 
Score: -19422452.000000 Penalty: 5871.531738
	Iteration 35Q: 3 clusters Score -1.942245e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 133220 members 
Entering Unmasked Estep 
Score: -19422498.000000 Penalty: 5871.531738
	Iteration 36Q: 3 clusters Score -1.94225e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 133214 members 
Entering Unmasked Estep 
Score: -19422486.000000 Penalty: 5871.531738
	Iteration 37Q: 3 clusters Score -1.942249e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 133211 members 
Entering Unmasked Estep 
Score: -19422508.000000 Penalty: 5871.531738
	Iteration 38Q: 3 clusters Score -1.942251e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 133201 members 
Entering Unmasked Estep 
Score: -19422500.000000 Penalty: 5871.531738
	Iteration 39Q: 3 clusters Score -1.94225e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 133184 members 
Entering Unmasked Estep 
Score: -19422514.000000 Penalty: 5871.531738
	Iteration 40F: 3 clusters Score -1.942251e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 133173 members 
Entering Unmasked Estep 
Score: -19422522.000000 Penalty: 5871.531738
	Iteration 41Q: 3 clusters Score -1.942252e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 133163 members 
Entering Unmasked Estep 
Score: -19422538.000000 Penalty: 5871.531738
	Iteration 42Q: 3 clusters Score -1.942254e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 133152 members 
Entering Unmasked Estep 
Score: -19422542.000000 Penalty: 5871.531738
	Iteration 43Q: 3 clusters Score -1.942254e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 133154 members 
Entering Unmasked Estep 
Score: -19422550.000000 Penalty: 5871.531738
	Iteration 44Q: 3 clusters Score -1.942255e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 133150 members 
Entering Unmasked Estep 
Score: -19422558.000000 Penalty: 5871.531738
	Iteration 45Q: 3 clusters Score -1.942256e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 133145 members 
Entering Unmasked Estep 
Score: -19422560.000000 Penalty: 5871.531738
	Iteration 46Q: 3 clusters Score -1.942256e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 133140 members 
Entering Unmasked Estep 
Score: -19422544.000000 Penalty: 5871.531738
	Iteration 47Q: 3 clusters Score -1.942254e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 133135 members 
Entering Unmasked Estep 
Score: -19422550.000000 Penalty: 5871.531738
	Iteration 48Q: 3 clusters Score -1.942255e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 133135 members 
Entering Unmasked Estep 
Score: -19422552.000000 Penalty: 5871.531738
	Iteration 49Q: 3 clusters Score -1.942255e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 133132 members 
Entering Unmasked Estep 
Score: -19422560.000000 Penalty: 5871.531738
	Iteration 50Q: 3 clusters Score -1.942256e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 133133 members 
Entering Unmasked Estep 
Score: -19422568.000000 Penalty: 5871.531738
	Iteration 51Q: 3 clusters Score -1.942257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 133132 members 
Entering Unmasked Estep 
Score: -19422570.000000 Penalty: 5871.531738
	Iteration 52Q: 3 clusters Score -1.942257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 133134 members 
Entering Unmasked Estep 
Score: -19422564.000000 Penalty: 5871.531738
	Iteration 53Q: 3 clusters Score -1.942256e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 133136 members 
Entering Unmasked Estep 
Score: -19422566.000000 Penalty: 5871.531738
	Iteration 54Q: 3 clusters Score -1.942257e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 133140 members 
Entering Unmasked Estep 
Score: -19422572.000000 Penalty: 5871.531738
	Iteration 55Q: 3 clusters Score -1.942257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 133141 members 
Entering Unmasked Estep 
Score: -19422590.000000 Penalty: 5871.531738
	Iteration 56Q: 3 clusters Score -1.942259e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 133142 members 
Entering Unmasked Estep 
Score: -19422594.000000 Penalty: 5871.531738
	Iteration 57Q: 3 clusters Score -1.942259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 133141 members 
Entering Unmasked Estep 
Score: -19422584.000000 Penalty: 5871.531738
	Iteration 58Q: 3 clusters Score -1.942258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 133139 members 
Entering Unmasked Estep 
Score: -19422590.000000 Penalty: 5871.531738
	Iteration 59Q: 3 clusters Score -1.942259e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 133139 members 
Entering Unmasked Estep 
Score: -19422590.000000 Penalty: 5871.531738
	Iteration 60F: 3 clusters Score -1.942259e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -80564.335938 Penalty: 1586.851562
	Iteration 0F: 2 clusters Score -80564.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -78936.703125 Penalty: 3173.703125
	Iteration 0F: 3 clusters Score -78936.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -79131.796875 Penalty: 3173.703125
	Iteration 1F: 3 clusters Score -79131.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -79196.195312 Penalty: 3173.703125
	Iteration 2Q: 3 clusters Score -79196.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -79269.023438 Penalty: 3173.703125
	Iteration 3Q: 3 clusters Score -79269.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -79307.640625 Penalty: 3173.703125
	Iteration 4Q: 3 clusters Score -79307.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -79330.726562 Penalty: 3173.703125
	Iteration 5Q: 3 clusters Score -79330.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -79343.875000 Penalty: 3173.703125
	Iteration 6Q: 3 clusters Score -79343.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -79359.914062 Penalty: 3173.703125
	Iteration 7Q: 3 clusters Score -79359.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -79371.789062 Penalty: 3173.703125
	Iteration 8Q: 3 clusters Score -79371.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -79383.398438 Penalty: 3173.703125
	Iteration 9Q: 3 clusters Score -79383.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -79388.179688 Penalty: 3173.703125
	Iteration 10Q: 3 clusters Score -79388.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -79395.929688 Penalty: 3173.703125
	Iteration 11Q: 3 clusters Score -79395.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -79399.390625 Penalty: 3173.703125
	Iteration 12Q: 3 clusters Score -79399.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -79399.390625 Penalty: 3173.703125
	Iteration 13F: 3 clusters Score -79399.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (153599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153599 members 
Entering Unmasked Estep 
Score: -21428880.000000 Penalty: 2961.640869
	Iteration 0F: 2 clusters Score -2.142888e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76733 members 
Mstep: Class 2 contains 76866 members 
Entering Unmasked Estep 
Score: -21327310.000000 Penalty: 5923.281738
	Iteration 0F: 3 clusters Score -2.132731e+07 nChanged 73419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75744 members 
Mstep: Class 2 contains 77855 members 
Entering Unmasked Estep 
Score: -21370286.000000 Penalty: 5923.281738
	Iteration 1F: 3 clusters Score -2.137029e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75018 members 
Mstep: Class 2 contains 78581 members 
Entering Unmasked Estep 
Score: -21371332.000000 Penalty: 5923.281738
	Iteration 2Q: 3 clusters Score -2.137133e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73985 members 
Mstep: Class 2 contains 79614 members 
Entering Unmasked Estep 
Score: -21372472.000000 Penalty: 5923.281738
	Iteration 3Q: 3 clusters Score -2.137247e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72547 members 
Mstep: Class 2 contains 81052 members 
Entering Unmasked Estep 
Score: -21374456.000000 Penalty: 5923.281738
	Iteration 4Q: 3 clusters Score -2.137446e+07 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70486 members 
Mstep: Class 2 contains 83113 members 
Entering Unmasked Estep 
Score: -21377270.000000 Penalty: 5923.281738
	Iteration 5Q: 3 clusters Score -2.137727e+07 nChanged 7602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67746 members 
Mstep: Class 2 contains 85853 members 
Entering Unmasked Estep 
Score: -21382078.000000 Penalty: 5923.281738
	Iteration 6Q: 3 clusters Score -2.138208e+07 nChanged 9312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64788 members 
Mstep: Class 2 contains 88811 members 
Entering Unmasked Estep 
Score: -21389234.000000 Penalty: 5923.281738
	Iteration 7F: 3 clusters Score -2.138923e+07 nChanged 10448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62340 members 
Mstep: Class 2 contains 91259 members 
Entering Unmasked Estep 
Score: -21397606.000000 Penalty: 5923.281738
	Iteration 8F: 3 clusters Score -2.139761e+07 nChanged 9752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61010 members 
Mstep: Class 2 contains 92589 members 
Entering Unmasked Estep 
Score: -21403548.000000 Penalty: 5923.281738
	Iteration 9F: 3 clusters Score -2.140355e+07 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60174 members 
Mstep: Class 2 contains 93425 members 
Entering Unmasked Estep 
Score: -21406132.000000 Penalty: 5923.281738
	Iteration 10Q: 3 clusters Score -2.140613e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59500 members 
Mstep: Class 2 contains 94099 members 
Entering Unmasked Estep 
Score: -21407130.000000 Penalty: 5923.281738
	Iteration 11Q: 3 clusters Score -2.140713e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58790 members 
Mstep: Class 2 contains 94809 members 
Entering Unmasked Estep 
Score: -21407714.000000 Penalty: 5923.281738
	Iteration 12Q: 3 clusters Score -2.140771e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58018 members 
Mstep: Class 2 contains 95581 members 
Entering Unmasked Estep 
Score: -21408164.000000 Penalty: 5923.281738
	Iteration 13Q: 3 clusters Score -2.140816e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57300 members 
Mstep: Class 2 contains 96299 members 
Entering Unmasked Estep 
Score: -21408550.000000 Penalty: 5923.281738
	Iteration 14Q: 3 clusters Score -2.140855e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56601 members 
Mstep: Class 2 contains 96998 members 
Entering Unmasked Estep 
Score: -21408792.000000 Penalty: 5923.281738
	Iteration 15Q: 3 clusters Score -2.140879e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55945 members 
Mstep: Class 2 contains 97654 members 
Entering Unmasked Estep 
Score: -21409062.000000 Penalty: 5923.281738
	Iteration 16Q: 3 clusters Score -2.140906e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55288 members 
Mstep: Class 2 contains 98311 members 
Entering Unmasked Estep 
Score: -21409160.000000 Penalty: 5923.281738
	Iteration 17Q: 3 clusters Score -2.140916e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54639 members 
Mstep: Class 2 contains 98960 members 
Entering Unmasked Estep 
Score: -21409332.000000 Penalty: 5923.281738
	Iteration 18Q: 3 clusters Score -2.140933e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53929 members 
Mstep: Class 2 contains 99670 members 
Entering Unmasked Estep 
Score: -21409516.000000 Penalty: 5923.281738
	Iteration 19Q: 3 clusters Score -2.140952e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53188 members 
Mstep: Class 2 contains 100411 members 
Entering Unmasked Estep 
Score: -21409718.000000 Penalty: 5923.281738
	Iteration 20F: 3 clusters Score -2.140972e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52425 members 
Mstep: Class 2 contains 101174 members 
Entering Unmasked Estep 
Score: -21409878.000000 Penalty: 5923.281738
	Iteration 21Q: 3 clusters Score -2.140988e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51602 members 
Mstep: Class 2 contains 101997 members 
Entering Unmasked Estep 
Score: -21410002.000000 Penalty: 5923.281738
	Iteration 22Q: 3 clusters Score -2.141e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50804 members 
Mstep: Class 2 contains 102795 members 
Entering Unmasked Estep 
Score: -21410202.000000 Penalty: 5923.281738
	Iteration 23Q: 3 clusters Score -2.14102e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49990 members 
Mstep: Class 2 contains 103609 members 
Entering Unmasked Estep 
Score: -21410390.000000 Penalty: 5923.281738
	Iteration 24Q: 3 clusters Score -2.141039e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49187 members 
Mstep: Class 2 contains 104412 members 
Entering Unmasked Estep 
Score: -21410576.000000 Penalty: 5923.281738
	Iteration 25Q: 3 clusters Score -2.141058e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48338 members 
Mstep: Class 2 contains 105261 members 
Entering Unmasked Estep 
Score: -21410772.000000 Penalty: 5923.281738
	Iteration 26Q: 3 clusters Score -2.141077e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47506 members 
Mstep: Class 2 contains 106093 members 
Entering Unmasked Estep 
Score: -21410940.000000 Penalty: 5923.281738
	Iteration 27Q: 3 clusters Score -2.141094e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46697 members 
Mstep: Class 2 contains 106902 members 
Entering Unmasked Estep 
Score: -21411152.000000 Penalty: 5923.281738
	Iteration 28Q: 3 clusters Score -2.141115e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45781 members 
Mstep: Class 2 contains 107818 members 
Entering Unmasked Estep 
Score: -21411366.000000 Penalty: 5923.281738
	Iteration 29Q: 3 clusters Score -2.141137e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 108777 members 
Entering Unmasked Estep 
Score: -21411570.000000 Penalty: 5923.281738
	Iteration 30Q: 3 clusters Score -2.141157e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43869 members 
Mstep: Class 2 contains 109730 members 
Entering Unmasked Estep 
Score: -21411728.000000 Penalty: 5923.281738
	Iteration 31Q: 3 clusters Score -2.141173e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42876 members 
Mstep: Class 2 contains 110723 members 
Entering Unmasked Estep 
Score: -21411986.000000 Penalty: 5923.281738
	Iteration 32Q: 3 clusters Score -2.141199e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 111767 members 
Entering Unmasked Estep 
Score: -21412174.000000 Penalty: 5923.281738
	Iteration 33Q: 3 clusters Score -2.141217e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 112857 members 
Entering Unmasked Estep 
Score: -21412476.000000 Penalty: 5923.281738
	Iteration 34Q: 3 clusters Score -2.141248e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 113991 members 
Entering Unmasked Estep 
Score: -21412758.000000 Penalty: 5923.281738
	Iteration 35Q: 3 clusters Score -2.141276e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38426 members 
Mstep: Class 2 contains 115173 members 
Entering Unmasked Estep 
Score: -21413014.000000 Penalty: 5923.281738
	Iteration 36Q: 3 clusters Score -2.141301e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 116363 members 
Entering Unmasked Estep 
Score: -21413360.000000 Penalty: 5923.281738
	Iteration 37Q: 3 clusters Score -2.141336e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 117556 members 
Entering Unmasked Estep 
Score: -21413668.000000 Penalty: 5923.281738
	Iteration 38Q: 3 clusters Score -2.141367e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 118902 members 
Entering Unmasked Estep 
Score: -21414010.000000 Penalty: 5923.281738
	Iteration 39Q: 3 clusters Score -2.141401e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 120282 members 
Entering Unmasked Estep 
Score: -21414386.000000 Penalty: 5923.281738
	Iteration 40F: 3 clusters Score -2.141439e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 121790 members 
Entering Unmasked Estep 
Score: -21414884.000000 Penalty: 5923.281738
	Iteration 41Q: 3 clusters Score -2.141488e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 123348 members 
Entering Unmasked Estep 
Score: -21415452.000000 Penalty: 5923.281738
	Iteration 42Q: 3 clusters Score -2.141545e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 124944 members 
Entering Unmasked Estep 
Score: -21416096.000000 Penalty: 5923.281738
	Iteration 43Q: 3 clusters Score -2.14161e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 126588 members 
Entering Unmasked Estep 
Score: -21416538.000000 Penalty: 5923.281738
	Iteration 44Q: 3 clusters Score -2.141654e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 128254 members 
Entering Unmasked Estep 
Score: -21417022.000000 Penalty: 5923.281738
	Iteration 45Q: 3 clusters Score -2.141702e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 130043 members 
Entering Unmasked Estep 
Score: -21417712.000000 Penalty: 5923.281738
	Iteration 46Q: 3 clusters Score -2.141771e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 131778 members 
Entering Unmasked Estep 
Score: -21418412.000000 Penalty: 5923.281738
	Iteration 47Q: 3 clusters Score -2.141841e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 133593 members 
Entering Unmasked Estep 
Score: -21419060.000000 Penalty: 5923.281738
	Iteration 48Q: 3 clusters Score -2.141906e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 135374 members 
Entering Unmasked Estep 
Score: -21419856.000000 Penalty: 5923.281738
	Iteration 49Q: 3 clusters Score -2.141986e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 137143 members 
Entering Unmasked Estep 
Score: -21420560.000000 Penalty: 5923.281738
	Iteration 50Q: 3 clusters Score -2.142056e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 138748 members 
Entering Unmasked Estep 
Score: -21421264.000000 Penalty: 5923.281738
	Iteration 51Q: 3 clusters Score -2.142126e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 140218 members 
Entering Unmasked Estep 
Score: -21421924.000000 Penalty: 5923.281738
	Iteration 52Q: 3 clusters Score -2.142192e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 141555 members 
Entering Unmasked Estep 
Score: -21422424.000000 Penalty: 5923.281738
	Iteration 53Q: 3 clusters Score -2.142242e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 142805 members 
Entering Unmasked Estep 
Score: -21422902.000000 Penalty: 5923.281738
	Iteration 54Q: 3 clusters Score -2.14229e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 143902 members 
Entering Unmasked Estep 
Score: -21423426.000000 Penalty: 5923.281738
	Iteration 55Q: 3 clusters Score -2.142343e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 144872 members 
Entering Unmasked Estep 
Score: -21423822.000000 Penalty: 5923.281738
	Iteration 56Q: 3 clusters Score -2.142382e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 145719 members 
Entering Unmasked Estep 
Score: -21424236.000000 Penalty: 5923.281738
	Iteration 57Q: 3 clusters Score -2.142424e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 146479 members 
Entering Unmasked Estep 
Score: -21424520.000000 Penalty: 5923.281738
	Iteration 58Q: 3 clusters Score -2.142452e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 147117 members 
Entering Unmasked Estep 
Score: -21424800.000000 Penalty: 5923.281738
	Iteration 59Q: 3 clusters Score -2.14248e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 147682 members 
Entering Unmasked Estep 
Score: -21425012.000000 Penalty: 5923.281738
	Iteration 60F: 3 clusters Score -2.142501e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 148198 members 
Entering Unmasked Estep 
Score: -21425262.000000 Penalty: 5923.281738
	Iteration 61Q: 3 clusters Score -2.142526e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 148628 members 
Entering Unmasked Estep 
Score: -21425434.000000 Penalty: 5923.281738
	Iteration 62Q: 3 clusters Score -2.142543e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 148959 members 
Entering Unmasked Estep 
Score: -21425498.000000 Penalty: 5923.281738
	Iteration 63Q: 3 clusters Score -2.14255e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 149260 members 
Entering Unmasked Estep 
Score: -21425650.000000 Penalty: 5923.281738
	Iteration 64Q: 3 clusters Score -2.142565e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 149492 members 
Entering Unmasked Estep 
Score: -21425706.000000 Penalty: 5923.281738
	Iteration 65Q: 3 clusters Score -2.142571e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 149675 members 
Entering Unmasked Estep 
Score: -21425818.000000 Penalty: 5923.281738
	Iteration 66Q: 3 clusters Score -2.142582e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 149852 members 
Entering Unmasked Estep 
Score: -21425870.000000 Penalty: 5923.281738
	Iteration 67Q: 3 clusters Score -2.142587e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 150018 members 
Entering Unmasked Estep 
Score: -21425902.000000 Penalty: 5923.281738
	Iteration 68Q: 3 clusters Score -2.14259e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 150149 members 
Entering Unmasked Estep 
Score: -21425930.000000 Penalty: 5923.281738
	Iteration 69Q: 3 clusters Score -2.142593e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 150277 members 
Entering Unmasked Estep 
Score: -21426022.000000 Penalty: 5923.281738
	Iteration 70Q: 3 clusters Score -2.142602e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 150402 members 
Entering Unmasked Estep 
Score: -21426054.000000 Penalty: 5923.281738
	Iteration 71Q: 3 clusters Score -2.142605e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 150513 members 
Entering Unmasked Estep 
Score: -21426104.000000 Penalty: 5923.281738
	Iteration 72Q: 3 clusters Score -2.14261e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 150621 members 
Entering Unmasked Estep 
Score: -21426132.000000 Penalty: 5923.281738
	Iteration 73Q: 3 clusters Score -2.142613e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 150720 members 
Entering Unmasked Estep 
Score: -21426168.000000 Penalty: 5923.281738
	Iteration 74Q: 3 clusters Score -2.142617e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 150806 members 
Entering Unmasked Estep 
Score: -21426228.000000 Penalty: 5923.281738
	Iteration 75Q: 3 clusters Score -2.142623e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 150876 members 
Entering Unmasked Estep 
Score: -21426262.000000 Penalty: 5923.281738
	Iteration 76Q: 3 clusters Score -2.142626e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 150931 members 
Entering Unmasked Estep 
Score: -21426266.000000 Penalty: 5923.281738
	Iteration 77Q: 3 clusters Score -2.142627e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 150981 members 
Entering Unmasked Estep 
Score: -21426290.000000 Penalty: 5923.281738
	Iteration 78Q: 3 clusters Score -2.142629e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 151032 members 
Entering Unmasked Estep 
Score: -21426304.000000 Penalty: 5923.281738
	Iteration 79Q: 3 clusters Score -2.14263e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 151065 members 
Entering Unmasked Estep 
Score: -21426324.000000 Penalty: 5923.281738
	Iteration 80F: 3 clusters Score -2.142632e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 151100 members 
Entering Unmasked Estep 
Score: -21426322.000000 Penalty: 5923.281738
	Iteration 81Q: 3 clusters Score -2.142632e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 151128 members 
Entering Unmasked Estep 
Score: -21426352.000000 Penalty: 5923.281738
	Iteration 82Q: 3 clusters Score -2.142635e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 151162 members 
Entering Unmasked Estep 
Score: -21426386.000000 Penalty: 5923.281738
	Iteration 83Q: 3 clusters Score -2.142639e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 151197 members 
Entering Unmasked Estep 
Score: -21426422.000000 Penalty: 5923.281738
	Iteration 84Q: 3 clusters Score -2.142642e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 151226 members 
Entering Unmasked Estep 
Score: -21426392.000000 Penalty: 5923.281738
	Iteration 85Q: 3 clusters Score -2.142639e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 151251 members 
Entering Unmasked Estep 
Score: -21426412.000000 Penalty: 5923.281738
	Iteration 86Q: 3 clusters Score -2.142641e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 151268 members 
Entering Unmasked Estep 
Score: -21426422.000000 Penalty: 5923.281738
	Iteration 87Q: 3 clusters Score -2.142642e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 151285 members 
Entering Unmasked Estep 
Score: -21426420.000000 Penalty: 5923.281738
	Iteration 88Q: 3 clusters Score -2.142642e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 151301 members 
Entering Unmasked Estep 
Score: -21426430.000000 Penalty: 5923.281738
	Iteration 89Q: 3 clusters Score -2.142643e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 151328 members 
Entering Unmasked Estep 
Score: -21426448.000000 Penalty: 5923.281738
	Iteration 90Q: 3 clusters Score -2.142645e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 151351 members 
Entering Unmasked Estep 
Score: -21426450.000000 Penalty: 5923.281738
	Iteration 91Q: 3 clusters Score -2.142645e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 151372 members 
Entering Unmasked Estep 
Score: -21426460.000000 Penalty: 5923.281738
	Iteration 92Q: 3 clusters Score -2.142646e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 151395 members 
Entering Unmasked Estep 
Score: -21426478.000000 Penalty: 5923.281738
	Iteration 93Q: 3 clusters Score -2.142648e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 151415 members 
Entering Unmasked Estep 
Score: -21426480.000000 Penalty: 5923.281738
	Iteration 94Q: 3 clusters Score -2.142648e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 151428 members 
Entering Unmasked Estep 
Score: -21426470.000000 Penalty: 5923.281738
	Iteration 95Q: 3 clusters Score -2.142647e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 151432 members 
Entering Unmasked Estep 
Score: -21426486.000000 Penalty: 5923.281738
	Iteration 96Q: 3 clusters Score -2.142649e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 151441 members 
Entering Unmasked Estep 
Score: -21426474.000000 Penalty: 5923.281738
	Iteration 97Q: 3 clusters Score -2.142647e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 151450 members 
Entering Unmasked Estep 
Score: -21426494.000000 Penalty: 5923.281738
	Iteration 98Q: 3 clusters Score -2.142649e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 151460 members 
Entering Unmasked Estep 
Score: -21426484.000000 Penalty: 5923.281738
	Iteration 99Q: 3 clusters Score -2.142648e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 151471 members 
Entering Unmasked Estep 
Score: -21426456.000000 Penalty: 5923.281738
	Iteration 100F: 3 clusters Score -2.142646e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 151478 members 
Entering Unmasked Estep 
Score: -21426476.000000 Penalty: 5923.281738
	Iteration 101Q: 3 clusters Score -2.142648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 151481 members 
Entering Unmasked Estep 
Score: -21426480.000000 Penalty: 5923.281738
	Iteration 102Q: 3 clusters Score -2.142648e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 151488 members 
Entering Unmasked Estep 
Score: -21426474.000000 Penalty: 5923.281738
	Iteration 103Q: 3 clusters Score -2.142647e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 151493 members 
Entering Unmasked Estep 
Score: -21426470.000000 Penalty: 5923.281738
	Iteration 104Q: 3 clusters Score -2.142647e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 151499 members 
Entering Unmasked Estep 
Score: -21426482.000000 Penalty: 5923.281738
	Iteration 105Q: 3 clusters Score -2.142648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 151507 members 
Entering Unmasked Estep 
Score: -21426478.000000 Penalty: 5923.281738
	Iteration 106Q: 3 clusters Score -2.142648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 151513 members 
Entering Unmasked Estep 
Score: -21426458.000000 Penalty: 5923.281738
	Iteration 107Q: 3 clusters Score -2.142646e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 151517 members 
Entering Unmasked Estep 
Score: -21426466.000000 Penalty: 5923.281738
	Iteration 108Q: 3 clusters Score -2.142647e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 151523 members 
Entering Unmasked Estep 
Score: -21426474.000000 Penalty: 5923.281738
	Iteration 109Q: 3 clusters Score -2.142647e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 151531 members 
Entering Unmasked Estep 
Score: -21426470.000000 Penalty: 5923.281738
	Iteration 110Q: 3 clusters Score -2.142647e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 151537 members 
Entering Unmasked Estep 
Score: -21426472.000000 Penalty: 5923.281738
	Iteration 111Q: 3 clusters Score -2.142647e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 151545 members 
Entering Unmasked Estep 
Score: -21426484.000000 Penalty: 5923.281738
	Iteration 112Q: 3 clusters Score -2.142648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 151547 members 
Entering Unmasked Estep 
Score: -21426476.000000 Penalty: 5923.281738
	Iteration 113Q: 3 clusters Score -2.142648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 151553 members 
Entering Unmasked Estep 
Score: -21426492.000000 Penalty: 5923.281738
	Iteration 114Q: 3 clusters Score -2.142649e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 151559 members 
Entering Unmasked Estep 
Score: -21426496.000000 Penalty: 5923.281738
	Iteration 115Q: 3 clusters Score -2.14265e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 151569 members 
Entering Unmasked Estep 
Score: -21426512.000000 Penalty: 5923.281738
	Iteration 116Q: 3 clusters Score -2.142651e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 151577 members 
Entering Unmasked Estep 
Score: -21426504.000000 Penalty: 5923.281738
	Iteration 117Q: 3 clusters Score -2.14265e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 151582 members 
Entering Unmasked Estep 
Score: -21426508.000000 Penalty: 5923.281738
	Iteration 118Q: 3 clusters Score -2.142651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 151584 members 
Entering Unmasked Estep 
Score: -21426504.000000 Penalty: 5923.281738
	Iteration 119Q: 3 clusters Score -2.14265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 151585 members 
Entering Unmasked Estep 
Score: -21426492.000000 Penalty: 5923.281738
	Iteration 120F: 3 clusters Score -2.142649e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 151587 members 
Entering Unmasked Estep 
Score: -21426492.000000 Penalty: 5923.281738
	Iteration 121Q: 3 clusters Score -2.142649e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 151591 members 
Entering Unmasked Estep 
Score: -21426504.000000 Penalty: 5923.281738
	Iteration 122Q: 3 clusters Score -2.14265e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 151595 members 
Entering Unmasked Estep 
Score: -21426482.000000 Penalty: 5923.281738
	Iteration 123Q: 3 clusters Score -2.142648e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 151599 members 
Entering Unmasked Estep 
Score: -21426494.000000 Penalty: 5923.281738
	Iteration 124Q: 3 clusters Score -2.142649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 151600 members 
Entering Unmasked Estep 
Score: -21426502.000000 Penalty: 5923.281738
	Iteration 125Q: 3 clusters Score -2.14265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 151602 members 
Entering Unmasked Estep 
Score: -21426500.000000 Penalty: 5923.281738
	Iteration 126Q: 3 clusters Score -2.14265e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 151607 members 
Entering Unmasked Estep 
Score: -21426496.000000 Penalty: 5923.281738
	Iteration 127Q: 3 clusters Score -2.14265e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 151611 members 
Entering Unmasked Estep 
Score: -21426488.000000 Penalty: 5923.281738
	Iteration 128Q: 3 clusters Score -2.142649e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 151621 members 
Entering Unmasked Estep 
Score: -21426488.000000 Penalty: 5923.281738
	Iteration 129Q: 3 clusters Score -2.142649e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 151622 members 
Entering Unmasked Estep 
Score: -21426494.000000 Penalty: 5923.281738
	Iteration 130Q: 3 clusters Score -2.142649e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 151627 members 
Entering Unmasked Estep 
Score: -21426512.000000 Penalty: 5923.281738
	Iteration 131Q: 3 clusters Score -2.142651e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 151633 members 
Entering Unmasked Estep 
Score: -21426522.000000 Penalty: 5923.281738
	Iteration 132Q: 3 clusters Score -2.142652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 151635 members 
Entering Unmasked Estep 
Score: -21426524.000000 Penalty: 5923.281738
	Iteration 133Q: 3 clusters Score -2.142652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 151636 members 
Entering Unmasked Estep 
Score: -21426516.000000 Penalty: 5923.281738
	Iteration 134Q: 3 clusters Score -2.142652e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 151636 members 
Entering Unmasked Estep 
Score: -21426516.000000 Penalty: 5923.281738
	Iteration 135F: 3 clusters Score -2.142652e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Entering Unmasked Estep 
Score: -867789.937500 Penalty: 2172.125244
	Iteration 0F: 2 clusters Score -867789.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -862437.125000 Penalty: 4344.250488
	Iteration 0F: 3 clusters Score -862437.1 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -863880.500000 Penalty: 4344.250488
	Iteration 1F: 3 clusters Score -863880.5 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -864135.000000 Penalty: 4344.250488
	Iteration 2F: 3 clusters Score -864135 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -864305.937500 Penalty: 4344.250488
	Iteration 3F: 3 clusters Score -864305.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -864433.250000 Penalty: 4344.250488
	Iteration 4Q: 3 clusters Score -864433.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -864550.937500 Penalty: 4344.250488
	Iteration 5Q: 3 clusters Score -864550.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -864657.000000 Penalty: 4344.250488
	Iteration 6Q: 3 clusters Score -864657 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -864755.750000 Penalty: 4344.250488
	Iteration 7Q: 3 clusters Score -864755.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -864846.312500 Penalty: 4344.250488
	Iteration 8Q: 3 clusters Score -864846.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -864949.000000 Penalty: 4344.250488
	Iteration 9Q: 3 clusters Score -864949 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -865092.375000 Penalty: 4344.250488
	Iteration 10Q: 3 clusters Score -865092.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -865265.125000 Penalty: 4344.250488
	Iteration 11Q: 3 clusters Score -865265.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -865430.187500 Penalty: 4344.250488
	Iteration 12Q: 3 clusters Score -865430.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -865580.062500 Penalty: 4344.250488
	Iteration 13Q: 3 clusters Score -865580.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -865706.750000 Penalty: 4344.250488
	Iteration 14Q: 3 clusters Score -865706.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -865844.312500 Penalty: 4344.250488
	Iteration 15Q: 3 clusters Score -865844.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -865981.125000 Penalty: 4344.250488
	Iteration 16Q: 3 clusters Score -865981.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -866098.812500 Penalty: 4344.250488
	Iteration 17Q: 3 clusters Score -866098.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -866202.250000 Penalty: 4344.250488
	Iteration 18Q: 3 clusters Score -866202.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -866310.750000 Penalty: 4344.250488
	Iteration 19Q: 3 clusters Score -866310.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -866417.875000 Penalty: 4344.250488
	Iteration 20F: 3 clusters Score -866417.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -866551.187500 Penalty: 4344.250488
	Iteration 21Q: 3 clusters Score -866551.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -866618.812500 Penalty: 4344.250488
	Iteration 22Q: 3 clusters Score -866618.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -866687.500000 Penalty: 4344.250488
	Iteration 23Q: 3 clusters Score -866687.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -866751.750000 Penalty: 4344.250488
	Iteration 24Q: 3 clusters Score -866751.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -866787.062500 Penalty: 4344.250488
	Iteration 25Q: 3 clusters Score -866787.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -866807.500000 Penalty: 4344.250488
	Iteration 26Q: 3 clusters Score -866807.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -866812.125000 Penalty: 4344.250488
	Iteration 27Q: 3 clusters Score -866812.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -866813.312500 Penalty: 4344.250488
	Iteration 28Q: 3 clusters Score -866813.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -866815.687500 Penalty: 4344.250488
	Iteration 29Q: 3 clusters Score -866815.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -866815.312500 Penalty: 4344.250488
	Iteration 30Q: 3 clusters Score -866815.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -866815.312500 Penalty: 4344.250488
	Iteration 31F: 3 clusters Score -866815.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (131063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131063 members 
Entering Unmasked Estep 
Score: -18557122.000000 Penalty: 2922.291260
	Iteration 0F: 2 clusters Score -1.855712e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65806 members 
Mstep: Class 2 contains 65257 members 
Entering Unmasked Estep 
Score: -18474002.000000 Penalty: 5844.582520
	Iteration 0F: 3 clusters Score -1.8474e+07 nChanged 62683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67779 members 
Mstep: Class 2 contains 63284 members 
Entering Unmasked Estep 
Score: -18510800.000000 Penalty: 5844.582520
	Iteration 1F: 3 clusters Score -1.85108e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68955 members 
Mstep: Class 2 contains 62108 members 
Entering Unmasked Estep 
Score: -18512090.000000 Penalty: 5844.582520
	Iteration 2Q: 3 clusters Score -1.851209e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70756 members 
Mstep: Class 2 contains 60307 members 
Entering Unmasked Estep 
Score: -18513768.000000 Penalty: 5844.582520
	Iteration 3Q: 3 clusters Score -1.851377e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73530 members 
Mstep: Class 2 contains 57533 members 
Entering Unmasked Estep 
Score: -18516034.000000 Penalty: 5844.582520
	Iteration 4Q: 3 clusters Score -1.851603e+07 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77515 members 
Mstep: Class 2 contains 53548 members 
Entering Unmasked Estep 
Score: -18519056.000000 Penalty: 5844.582520
	Iteration 5Q: 3 clusters Score -1.851906e+07 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82982 members 
Mstep: Class 2 contains 48081 members 
Entering Unmasked Estep 
Score: -18523970.000000 Penalty: 5844.582520
	Iteration 6F: 3 clusters Score -1.852397e+07 nChanged 8269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89555 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -18530424.000000 Penalty: 5844.582520
	Iteration 7F: 3 clusters Score -1.853042e+07 nChanged 8332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96029 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -18537316.000000 Penalty: 5844.582520
	Iteration 8F: 3 clusters Score -1.853732e+07 nChanged 7342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101129 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -18543248.000000 Penalty: 5844.582520
	Iteration 9F: 3 clusters Score -1.854325e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104479 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -18547122.000000 Penalty: 5844.582520
	Iteration 10Q: 3 clusters Score -1.854712e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106599 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -18549146.000000 Penalty: 5844.582520
	Iteration 11Q: 3 clusters Score -1.854915e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108272 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -18550408.000000 Penalty: 5844.582520
	Iteration 12Q: 3 clusters Score -1.855041e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109650 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -18551184.000000 Penalty: 5844.582520
	Iteration 13Q: 3 clusters Score -1.855118e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110951 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -18551830.000000 Penalty: 5844.582520
	Iteration 14Q: 3 clusters Score -1.855183e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112128 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -18552334.000000 Penalty: 5844.582520
	Iteration 15Q: 3 clusters Score -1.855233e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113181 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -18552758.000000 Penalty: 5844.582520
	Iteration 16Q: 3 clusters Score -1.855276e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114140 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -18553116.000000 Penalty: 5844.582520
	Iteration 17Q: 3 clusters Score -1.855312e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115016 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -18553364.000000 Penalty: 5844.582520
	Iteration 18Q: 3 clusters Score -1.855336e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115823 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -18553542.000000 Penalty: 5844.582520
	Iteration 19Q: 3 clusters Score -1.855354e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116529 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -18553708.000000 Penalty: 5844.582520
	Iteration 20F: 3 clusters Score -1.855371e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117192 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -18553838.000000 Penalty: 5844.582520
	Iteration 21Q: 3 clusters Score -1.855384e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117791 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -18553960.000000 Penalty: 5844.582520
	Iteration 22Q: 3 clusters Score -1.855396e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118337 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -18554054.000000 Penalty: 5844.582520
	Iteration 23Q: 3 clusters Score -1.855405e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118840 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -18554024.000000 Penalty: 5844.582520
	Iteration 24Q: 3 clusters Score -1.855402e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119320 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -18554074.000000 Penalty: 5844.582520
	Iteration 25Q: 3 clusters Score -1.855407e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119766 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -18554118.000000 Penalty: 5844.582520
	Iteration 26Q: 3 clusters Score -1.855412e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120185 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -18554146.000000 Penalty: 5844.582520
	Iteration 27Q: 3 clusters Score -1.855415e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120618 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -18554256.000000 Penalty: 5844.582520
	Iteration 28Q: 3 clusters Score -1.855426e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121043 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -18554364.000000 Penalty: 5844.582520
	Iteration 29Q: 3 clusters Score -1.855436e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121456 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -18554456.000000 Penalty: 5844.582520
	Iteration 30Q: 3 clusters Score -1.855446e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121856 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -18554466.000000 Penalty: 5844.582520
	Iteration 31Q: 3 clusters Score -1.855447e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122212 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -18554554.000000 Penalty: 5844.582520
	Iteration 32Q: 3 clusters Score -1.855455e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122546 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -18554654.000000 Penalty: 5844.582520
	Iteration 33Q: 3 clusters Score -1.855465e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122831 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -18554718.000000 Penalty: 5844.582520
	Iteration 34Q: 3 clusters Score -1.855472e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123101 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -18554780.000000 Penalty: 5844.582520
	Iteration 35Q: 3 clusters Score -1.855478e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123348 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -18554812.000000 Penalty: 5844.582520
	Iteration 36Q: 3 clusters Score -1.855481e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123594 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -18554802.000000 Penalty: 5844.582520
	Iteration 37Q: 3 clusters Score -1.85548e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123795 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -18554816.000000 Penalty: 5844.582520
	Iteration 38Q: 3 clusters Score -1.855482e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123984 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -18554810.000000 Penalty: 5844.582520
	Iteration 39Q: 3 clusters Score -1.855481e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124179 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -18554866.000000 Penalty: 5844.582520
	Iteration 40F: 3 clusters Score -1.855487e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124364 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -18554842.000000 Penalty: 5844.582520
	Iteration 41Q: 3 clusters Score -1.855484e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124536 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -18554898.000000 Penalty: 5844.582520
	Iteration 42Q: 3 clusters Score -1.85549e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124682 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -18554910.000000 Penalty: 5844.582520
	Iteration 43Q: 3 clusters Score -1.855491e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124829 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -18554942.000000 Penalty: 5844.582520
	Iteration 44Q: 3 clusters Score -1.855494e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124943 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -18555002.000000 Penalty: 5844.582520
	Iteration 45Q: 3 clusters Score -1.8555e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125051 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -18554992.000000 Penalty: 5844.582520
	Iteration 46Q: 3 clusters Score -1.855499e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125148 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -18555012.000000 Penalty: 5844.582520
	Iteration 47Q: 3 clusters Score -1.855501e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125218 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -18555052.000000 Penalty: 5844.582520
	Iteration 48Q: 3 clusters Score -1.855505e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125277 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -18555048.000000 Penalty: 5844.582520
	Iteration 49Q: 3 clusters Score -1.855505e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125340 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -18555062.000000 Penalty: 5844.582520
	Iteration 50Q: 3 clusters Score -1.855506e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125394 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -18555074.000000 Penalty: 5844.582520
	Iteration 51Q: 3 clusters Score -1.855507e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125458 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -18555068.000000 Penalty: 5844.582520
	Iteration 52Q: 3 clusters Score -1.855507e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125525 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -18555036.000000 Penalty: 5844.582520
	Iteration 53Q: 3 clusters Score -1.855504e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125582 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -18555050.000000 Penalty: 5844.582520
	Iteration 54Q: 3 clusters Score -1.855505e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125631 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -18555070.000000 Penalty: 5844.582520
	Iteration 55Q: 3 clusters Score -1.855507e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125673 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -18555082.000000 Penalty: 5844.582520
	Iteration 56Q: 3 clusters Score -1.855508e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125710 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -18555090.000000 Penalty: 5844.582520
	Iteration 57Q: 3 clusters Score -1.855509e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125740 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -18555090.000000 Penalty: 5844.582520
	Iteration 58Q: 3 clusters Score -1.855509e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125772 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -18555092.000000 Penalty: 5844.582520
	Iteration 59Q: 3 clusters Score -1.855509e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125794 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -18555086.000000 Penalty: 5844.582520
	Iteration 60F: 3 clusters Score -1.855509e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125810 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -18555090.000000 Penalty: 5844.582520
	Iteration 61Q: 3 clusters Score -1.855509e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125829 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -18555094.000000 Penalty: 5844.582520
	Iteration 62Q: 3 clusters Score -1.855509e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125843 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -18555112.000000 Penalty: 5844.582520
	Iteration 63Q: 3 clusters Score -1.855511e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125852 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -18555110.000000 Penalty: 5844.582520
	Iteration 64Q: 3 clusters Score -1.855511e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125863 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -18555122.000000 Penalty: 5844.582520
	Iteration 65Q: 3 clusters Score -1.855512e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125879 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -18555122.000000 Penalty: 5844.582520
	Iteration 66Q: 3 clusters Score -1.855512e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125896 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -18555124.000000 Penalty: 5844.582520
	Iteration 67Q: 3 clusters Score -1.855512e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125910 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -18555118.000000 Penalty: 5844.582520
	Iteration 68Q: 3 clusters Score -1.855512e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125920 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -18555120.000000 Penalty: 5844.582520
	Iteration 69Q: 3 clusters Score -1.855512e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125931 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -18555114.000000 Penalty: 5844.582520
	Iteration 70Q: 3 clusters Score -1.855511e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125941 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -18555116.000000 Penalty: 5844.582520
	Iteration 71Q: 3 clusters Score -1.855512e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125954 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -18555122.000000 Penalty: 5844.582520
	Iteration 72Q: 3 clusters Score -1.855512e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125966 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -18555128.000000 Penalty: 5844.582520
	Iteration 73Q: 3 clusters Score -1.855513e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125976 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -18555138.000000 Penalty: 5844.582520
	Iteration 74Q: 3 clusters Score -1.855514e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125995 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -18555132.000000 Penalty: 5844.582520
	Iteration 75Q: 3 clusters Score -1.855513e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126008 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -18555126.000000 Penalty: 5844.582520
	Iteration 76Q: 3 clusters Score -1.855513e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126027 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -18555110.000000 Penalty: 5844.582520
	Iteration 77Q: 3 clusters Score -1.855511e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126045 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -18555090.000000 Penalty: 5844.582520
	Iteration 78Q: 3 clusters Score -1.855509e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126063 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -18555106.000000 Penalty: 5844.582520
	Iteration 79Q: 3 clusters Score -1.855511e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126082 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -18555084.000000 Penalty: 5844.582520
	Iteration 80F: 3 clusters Score -1.855508e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126107 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -18555104.000000 Penalty: 5844.582520
	Iteration 81Q: 3 clusters Score -1.85551e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126129 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -18555106.000000 Penalty: 5844.582520
	Iteration 82Q: 3 clusters Score -1.855511e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126149 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -18555112.000000 Penalty: 5844.582520
	Iteration 83Q: 3 clusters Score -1.855511e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126169 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -18555066.000000 Penalty: 5844.582520
	Iteration 84Q: 3 clusters Score -1.855507e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126183 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -18555092.000000 Penalty: 5844.582520
	Iteration 85Q: 3 clusters Score -1.855509e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126202 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -18555092.000000 Penalty: 5844.582520
	Iteration 86Q: 3 clusters Score -1.855509e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126209 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -18555092.000000 Penalty: 5844.582520
	Iteration 87Q: 3 clusters Score -1.855509e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126221 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -18555080.000000 Penalty: 5844.582520
	Iteration 88Q: 3 clusters Score -1.855508e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126231 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -18555080.000000 Penalty: 5844.582520
	Iteration 89Q: 3 clusters Score -1.855508e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126240 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -18555078.000000 Penalty: 5844.582520
	Iteration 90Q: 3 clusters Score -1.855508e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126253 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -18555078.000000 Penalty: 5844.582520
	Iteration 91Q: 3 clusters Score -1.855508e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126268 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -18555110.000000 Penalty: 5844.582520
	Iteration 92Q: 3 clusters Score -1.855511e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126284 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -18555090.000000 Penalty: 5844.582520
	Iteration 93Q: 3 clusters Score -1.855509e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126303 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -18555084.000000 Penalty: 5844.582520
	Iteration 94Q: 3 clusters Score -1.855508e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126316 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -18555092.000000 Penalty: 5844.582520
	Iteration 95Q: 3 clusters Score -1.855509e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126334 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -18555084.000000 Penalty: 5844.582520
	Iteration 96Q: 3 clusters Score -1.855508e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126356 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -18555080.000000 Penalty: 5844.582520
	Iteration 97Q: 3 clusters Score -1.855508e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126379 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -18555084.000000 Penalty: 5844.582520
	Iteration 98Q: 3 clusters Score -1.855508e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126404 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -18555076.000000 Penalty: 5844.582520
	Iteration 99Q: 3 clusters Score -1.855508e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126427 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -18555070.000000 Penalty: 5844.582520
	Iteration 100F: 3 clusters Score -1.855507e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126445 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -18555082.000000 Penalty: 5844.582520
	Iteration 101Q: 3 clusters Score -1.855508e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126460 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -18555082.000000 Penalty: 5844.582520
	Iteration 102Q: 3 clusters Score -1.855508e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126490 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -18555070.000000 Penalty: 5844.582520
	Iteration 103Q: 3 clusters Score -1.855507e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126512 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -18555090.000000 Penalty: 5844.582520
	Iteration 104Q: 3 clusters Score -1.855509e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126538 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -18555086.000000 Penalty: 5844.582520
	Iteration 105Q: 3 clusters Score -1.855509e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126556 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -18555086.000000 Penalty: 5844.582520
	Iteration 106Q: 3 clusters Score -1.855509e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126575 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -18555066.000000 Penalty: 5844.582520
	Iteration 107Q: 3 clusters Score -1.855507e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126588 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -18555074.000000 Penalty: 5844.582520
	Iteration 108Q: 3 clusters Score -1.855507e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126597 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -18555068.000000 Penalty: 5844.582520
	Iteration 109Q: 3 clusters Score -1.855507e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126606 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -18555078.000000 Penalty: 5844.582520
	Iteration 110Q: 3 clusters Score -1.855508e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126614 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -18555090.000000 Penalty: 5844.582520
	Iteration 111Q: 3 clusters Score -1.855509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126620 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -18555102.000000 Penalty: 5844.582520
	Iteration 112Q: 3 clusters Score -1.85551e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126628 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -18555094.000000 Penalty: 5844.582520
	Iteration 113Q: 3 clusters Score -1.855509e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126635 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -18555092.000000 Penalty: 5844.582520
	Iteration 114Q: 3 clusters Score -1.855509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126639 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -18555082.000000 Penalty: 5844.582520
	Iteration 115Q: 3 clusters Score -1.855508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126644 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -18555074.000000 Penalty: 5844.582520
	Iteration 116Q: 3 clusters Score -1.855507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126645 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -18555080.000000 Penalty: 5844.582520
	Iteration 117Q: 3 clusters Score -1.855508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126648 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -18555072.000000 Penalty: 5844.582520
	Iteration 118Q: 3 clusters Score -1.855507e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126648 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -18555072.000000 Penalty: 5844.582520
	Iteration 119F: 3 clusters Score -1.855507e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Entering Unmasked Estep 
Score: -2445999.750000 Penalty: 2420.342285
	Iteration 0F: 2 clusters Score -2446000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -2433647.500000 Penalty: 4840.684570
	Iteration 0F: 3 clusters Score -2433648 nChanged 7531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2437719.750000 Penalty: 4840.684570
	Iteration 1F: 3 clusters Score -2437720 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2438027.500000 Penalty: 4840.684570
	Iteration 2F: 3 clusters Score -2438028 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2438265.000000 Penalty: 4840.684570
	Iteration 3Q: 3 clusters Score -2438265 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -2438461.750000 Penalty: 4840.684570
	Iteration 4Q: 3 clusters Score -2438462 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2438627.000000 Penalty: 4840.684570
	Iteration 5Q: 3 clusters Score -2438627 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2438743.500000 Penalty: 4840.684570
	Iteration 6Q: 3 clusters Score -2438744 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -2438878.750000 Penalty: 4840.684570
	Iteration 7Q: 3 clusters Score -2438879 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -2438981.250000 Penalty: 4840.684570
	Iteration 8Q: 3 clusters Score -2438981 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2439079.750000 Penalty: 4840.684570
	Iteration 9Q: 3 clusters Score -2439080 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2439170 nChanged 374
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2441614 nChanged 343
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Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2441797 nChanged 215
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Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2441870 nChanged 182
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Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2441909 nChanged 163
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Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2441958 nChanged 132
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Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2441987 nChanged 143
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Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2442011 nChanged 122
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Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2442036 nChanged 118
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Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2442070 nChanged 104
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Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2442093 nChanged 113
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Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2442104 nChanged 101
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Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2442124 nChanged 95
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Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2442138 nChanged 89
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Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2442158 nChanged 97
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Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2442176 nChanged 99
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Mstep: Class 1 contains 9377 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2442194 nChanged 100
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Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2442219 nChanged 105
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Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2442241 nChanged 125
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Mstep: Class 1 contains 9661 members 
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	Iteration 39Q: 3 clusters Score -2442267 nChanged 145
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Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2442309 nChanged 158
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Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 7035 members 
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Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10632 members 
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Mstep: Class 1 contains 10986 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2442889 nChanged 179
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Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2442955 nChanged 196
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Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2443036 nChanged 224
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Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 5586 members 
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	Iteration 51Q: 3 clusters Score -2443130 nChanged 219
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Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 5369 members 
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	Iteration 52Q: 3 clusters Score -2443242 nChanged 226
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Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 5153 members 
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	Iteration 53Q: 3 clusters Score -2443348 nChanged 232
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Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 4931 members 
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	Iteration 54Q: 3 clusters Score -2443448 nChanged 198
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Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2443532 nChanged 163
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Mstep: Class 1 contains 12745 members 
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	Iteration 56Q: 3 clusters Score -2443592 nChanged 142
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	Iteration 57Q: 3 clusters Score -2443644 nChanged 139
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	Iteration 58Q: 3 clusters Score -2443696 nChanged 130
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	Iteration 59Q: 3 clusters Score -2443736 nChanged 108
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	Iteration 60F: 3 clusters Score -2443766 nChanged 108
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Mstep: Class 1 contains 13370 members 
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	Iteration 61Q: 3 clusters Score -2443807 nChanged 97
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Mstep: Class 1 contains 13467 members 
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	Iteration 62Q: 3 clusters Score -2443830 nChanged 68
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	Iteration 63Q: 3 clusters Score -2443852 nChanged 69
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	Iteration 64Q: 3 clusters Score -2443864 nChanged 53
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	Iteration 65Q: 3 clusters Score -2443878 nChanged 47
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	Iteration 66Q: 3 clusters Score -2443890 nChanged 38
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	Iteration 67Q: 3 clusters Score -2443900 nChanged 30
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	Iteration 68Q: 3 clusters Score -2443903 nChanged 32
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	Iteration 69Q: 3 clusters Score -2443911 nChanged 24
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	Iteration 70Q: 3 clusters Score -2443915 nChanged 19
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Mstep: Class 1 contains 13845 members 
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	Iteration 71Q: 3 clusters Score -2443918 nChanged 16
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Mstep: Class 1 contains 13861 members 
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	Iteration 72Q: 3 clusters Score -2443925 nChanged 16
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Mstep: Class 1 contains 13877 members 
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	Iteration 73Q: 3 clusters Score -2443926 nChanged 15
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2443924 nChanged 15
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Mstep: Class 1 contains 13907 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2443930 nChanged 14
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	Iteration 76Q: 3 clusters Score -2443930 nChanged 12
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Mstep: Class 1 contains 13933 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2443934 nChanged 14
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Score: -2443939.500000 Penalty: 4840.684570
	Iteration 78Q: 3 clusters Score -2443940 nChanged 7
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Mstep: Class 1 contains 13954 members 
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	Iteration 79Q: 3 clusters Score -2443936 nChanged 6
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	Iteration 80F: 3 clusters Score -2443933 nChanged 7
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Mstep: Class 1 contains 13967 members 
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	Iteration 81Q: 3 clusters Score -2443933 nChanged 11
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Mstep: Class 1 contains 13978 members 
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	Iteration 82Q: 3 clusters Score -2443938 nChanged 11
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Mstep: Class 1 contains 13989 members 
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	Iteration 83Q: 3 clusters Score -2443941 nChanged 17
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Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 3311 members 
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	Iteration 84Q: 3 clusters Score -2443945 nChanged 10
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Mstep: Class 1 contains 14016 members 
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	Iteration 85Q: 3 clusters Score -2443949 nChanged 14
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Mstep: Class 1 contains 14030 members 
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	Iteration 86Q: 3 clusters Score -2443956 nChanged 9
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Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 3278 members 
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	Iteration 87Q: 3 clusters Score -2443957 nChanged 11
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	Iteration 88Q: 3 clusters Score -2443955 nChanged 9
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	Iteration 89Q: 3 clusters Score -2443954 nChanged 7
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Mstep: Class 2 contains 3251 members 
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	Iteration 90Q: 3 clusters Score -2443955 nChanged 5
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	Iteration 91Q: 3 clusters Score -2443952 nChanged 9
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	Iteration 92Q: 3 clusters Score -2443957 nChanged 7
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	Iteration 93Q: 3 clusters Score -2443955 nChanged 6
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Mstep: Class 1 contains 14093 members 
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	Iteration 94Q: 3 clusters Score -2443959 nChanged 8
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Mstep: Class 1 contains 14101 members 
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	Iteration 95Q: 3 clusters Score -2443960 nChanged 4
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	Iteration 96Q: 3 clusters Score -2443956 nChanged 3
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	Iteration 97Q: 3 clusters Score -2443959 nChanged 3
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	Iteration 98Q: 3 clusters Score -2443959 nChanged 6
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	Iteration 99Q: 3 clusters Score -2443958 nChanged 7
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Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2443954 nChanged 5
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	Iteration 101Q: 3 clusters Score -2443952 nChanged 9
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2443957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -2443962.000000 Penalty: 4840.684570
	Iteration 103Q: 3 clusters Score -2443962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -2443963.250000 Penalty: 4840.684570
	Iteration 104Q: 3 clusters Score -2443963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -2443968.750000 Penalty: 4840.684570
	Iteration 105Q: 3 clusters Score -2443969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2443969.750000 Penalty: 4840.684570
	Iteration 106Q: 3 clusters Score -2443970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2443967.000000 Penalty: 4840.684570
	Iteration 107Q: 3 clusters Score -2443967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2443970.000000 Penalty: 4840.684570
	Iteration 108Q: 3 clusters Score -2443970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -2443969.500000 Penalty: 4840.684570
	Iteration 109Q: 3 clusters Score -2443970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -2443970.250000 Penalty: 4840.684570
	Iteration 110Q: 3 clusters Score -2443970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2443971.250000 Penalty: 4840.684570
	Iteration 111Q: 3 clusters Score -2443971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2443975.750000 Penalty: 4840.684570
	Iteration 112Q: 3 clusters Score -2443976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2443975.250000 Penalty: 4840.684570
	Iteration 113Q: 3 clusters Score -2443975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2443971.000000 Penalty: 4840.684570
	Iteration 114Q: 3 clusters Score -2443971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2443971.000000 Penalty: 4840.684570
	Iteration 115Q: 3 clusters Score -2443971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -2443973.750000 Penalty: 4840.684570
	Iteration 116Q: 3 clusters Score -2443974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -2443973.250000 Penalty: 4840.684570
	Iteration 117Q: 3 clusters Score -2443973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2443972.000000 Penalty: 4840.684570
	Iteration 118Q: 3 clusters Score -2443972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -2443975.750000 Penalty: 4840.684570
	Iteration 119Q: 3 clusters Score -2443976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -2443971.250000 Penalty: 4840.684570
	Iteration 120F: 3 clusters Score -2443971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2443976.000000 Penalty: 4840.684570
	Iteration 121Q: 3 clusters Score -2443976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -2443975.750000 Penalty: 4840.684570
	Iteration 122Q: 3 clusters Score -2443976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -2443974.500000 Penalty: 4840.684570
	Iteration 123Q: 3 clusters Score -2443974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -2443972.250000 Penalty: 4840.684570
	Iteration 124Q: 3 clusters Score -2443972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2443972.500000 Penalty: 4840.684570
	Iteration 125Q: 3 clusters Score -2443972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2443972.500000 Penalty: 4840.684570
	Iteration 126F: 3 clusters Score -2443972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Entering Unmasked Estep 
Score: -2393985.750000 Penalty: 2412.795898
	Iteration 0F: 2 clusters Score -2393986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2381867.250000 Penalty: 4825.591797
	Iteration 0F: 3 clusters Score -2381867 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -2385718.750000 Penalty: 4825.591797
	Iteration 1F: 3 clusters Score -2385719 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -2386044.500000 Penalty: 4825.591797
	Iteration 2F: 3 clusters Score -2386044 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -2386264.000000 Penalty: 4825.591797
	Iteration 3Q: 3 clusters Score -2386264 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -2386437.500000 Penalty: 4825.591797
	Iteration 4Q: 3 clusters Score -2386438 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -2386552.250000 Penalty: 4825.591797
	Iteration 5Q: 3 clusters Score -2386552 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -2386670.500000 Penalty: 4825.591797
	Iteration 6Q: 3 clusters Score -2386670 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -2386771.250000 Penalty: 4825.591797
	Iteration 7Q: 3 clusters Score -2386771 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -2386869.000000 Penalty: 4825.591797
	Iteration 8Q: 3 clusters Score -2386869 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -2386992.000000 Penalty: 4825.591797
	Iteration 9Q: 3 clusters Score -2386992 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -2387143.750000 Penalty: 4825.591797
	Iteration 10Q: 3 clusters Score -2387144 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -2387361.250000 Penalty: 4825.591797
	Iteration 11Q: 3 clusters Score -2387361 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -2387683.250000 Penalty: 4825.591797
	Iteration 12Q: 3 clusters Score -2387683 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -2388119.750000 Penalty: 4825.591797
	Iteration 13Q: 3 clusters Score -2388120 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -2388678.500000 Penalty: 4825.591797
	Iteration 14F: 3 clusters Score -2388678 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -2389387.000000 Penalty: 4825.591797
	Iteration 15F: 3 clusters Score -2389387 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -2390103.000000 Penalty: 4825.591797
	Iteration 16F: 3 clusters Score -2390103 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -2390744.750000 Penalty: 4825.591797
	Iteration 17Q: 3 clusters Score -2390745 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -2391215.250000 Penalty: 4825.591797
	Iteration 18Q: 3 clusters Score -2391215 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -2391455.000000 Penalty: 4825.591797
	Iteration 19Q: 3 clusters Score -2391455 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -2391596.250000 Penalty: 4825.591797
	Iteration 20F: 3 clusters Score -2391596 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -2391684.250000 Penalty: 4825.591797
	Iteration 21Q: 3 clusters Score -2391684 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -2391743.250000 Penalty: 4825.591797
	Iteration 22Q: 3 clusters Score -2391743 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -2391772.250000 Penalty: 4825.591797
	Iteration 23Q: 3 clusters Score -2391772 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -2391804.750000 Penalty: 4825.591797
	Iteration 24Q: 3 clusters Score -2391805 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -2391827.250000 Penalty: 4825.591797
	Iteration 25Q: 3 clusters Score -2391827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -2391848.500000 Penalty: 4825.591797
	Iteration 26Q: 3 clusters Score -2391848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -2391864.250000 Penalty: 4825.591797
	Iteration 27Q: 3 clusters Score -2391864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2391882.250000 Penalty: 4825.591797
	Iteration 28Q: 3 clusters Score -2391882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -2391894.000000 Penalty: 4825.591797
	Iteration 29Q: 3 clusters Score -2391894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -2391904.750000 Penalty: 4825.591797
	Iteration 30Q: 3 clusters Score -2391905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -2391910.500000 Penalty: 4825.591797
	Iteration 31Q: 3 clusters Score -2391910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2391918.500000 Penalty: 4825.591797
	Iteration 32Q: 3 clusters Score -2391918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -2391919.750000 Penalty: 4825.591797
	Iteration 33Q: 3 clusters Score -2391920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -2391919.750000 Penalty: 4825.591797
	Iteration 34F: 3 clusters Score -2391920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -51699.179688 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -51699.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -50221.339844 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -50221.34 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -50425.316406 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -50425.32 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -50533.296875 Penalty: 3021.289795
	Iteration 2F: 3 clusters Score -50533.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50597.214844 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -50597.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -50650.992188 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -50650.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50728.968750 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -50728.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -50792.976562 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -50792.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50847.109375 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -50847.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50885.687500 Penalty: 3021.289795
	Iteration 8Q: 3 clusters Score -50885.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -50923.945312 Penalty: 3021.289795
	Iteration 9Q: 3 clusters Score -50923.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -50956.308594 Penalty: 3021.289795
	Iteration 10Q: 3 clusters Score -50956.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50985.472656 Penalty: 3021.289795
	Iteration 11Q: 3 clusters Score -50985.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -51005.996094 Penalty: 3021.289795
	Iteration 12Q: 3 clusters Score -51006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -51043.105469 Penalty: 3021.289795
	Iteration 13Q: 3 clusters Score -51043.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -51071.589844 Penalty: 3021.289795
	Iteration 14Q: 3 clusters Score -51071.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -51102.218750 Penalty: 3021.289795
	Iteration 15Q: 3 clusters Score -51102.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -51187.031250 Penalty: 3021.289795
	Iteration 16Q: 3 clusters Score -51187.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -51317.230469 Penalty: 3021.289795
	Iteration 17Q: 3 clusters Score -51317.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -51569.769531 Penalty: 3021.289795
	Iteration 18Q: 3 clusters Score -51569.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -51666.804688 Penalty: 3021.289795
	Iteration 19Q: 3 clusters Score -51666.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -51666.804688 Penalty: 3021.289795
	Iteration 20F: 3 clusters Score -51666.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (32911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Entering Unmasked Estep 
Score: -4672967.000000 Penalty: 2579.587646
	Iteration 0F: 2 clusters Score -4672967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -4650383.500000 Penalty: 5159.175293
	Iteration 0F: 3 clusters Score -4650384 nChanged 15019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -4658481.000000 Penalty: 5159.175293
	Iteration 1F: 3 clusters Score -4658481 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -4659132.500000 Penalty: 5159.175293
	Iteration 2Q: 3 clusters Score -4659132 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -4659749.000000 Penalty: 5159.175293
	Iteration 3Q: 3 clusters Score -4659749 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -4660383.000000 Penalty: 5159.175293
	Iteration 4Q: 3 clusters Score -4660383 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -4661171.000000 Penalty: 5159.175293
	Iteration 5F: 3 clusters Score -4661171 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -4662173.500000 Penalty: 5159.175293
	Iteration 6F: 3 clusters Score -4662174 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -4663493.500000 Penalty: 5159.175293
	Iteration 7F: 3 clusters Score -4663494 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -4665151.500000 Penalty: 5159.175293
	Iteration 8F: 3 clusters Score -4665152 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -4666788.500000 Penalty: 5159.175293
	Iteration 9F: 3 clusters Score -4666788 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -4667941.500000 Penalty: 5159.175293
	Iteration 10Q: 3 clusters Score -4667942 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -4668542.000000 Penalty: 5159.175293
	Iteration 11Q: 3 clusters Score -4668542 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -4668881.500000 Penalty: 5159.175293
	Iteration 12Q: 3 clusters Score -4668882 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -4669050.000000 Penalty: 5159.175293
	Iteration 13Q: 3 clusters Score -4669050 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -4669185.000000 Penalty: 5159.175293
	Iteration 14Q: 3 clusters Score -4669185 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -4669313.500000 Penalty: 5159.175293
	Iteration 15Q: 3 clusters Score -4669314 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -4669425.000000 Penalty: 5159.175293
	Iteration 16Q: 3 clusters Score -4669425 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -4669522.000000 Penalty: 5159.175293
	Iteration 17Q: 3 clusters Score -4669522 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -4669599.000000 Penalty: 5159.175293
	Iteration 18Q: 3 clusters Score -4669599 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -4669677.000000 Penalty: 5159.175293
	Iteration 19Q: 3 clusters Score -4669677 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -4669746.000000 Penalty: 5159.175293
	Iteration 20F: 3 clusters Score -4669746 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -4669810.500000 Penalty: 5159.175293
	Iteration 21Q: 3 clusters Score -4669810 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
Score: -4669885.000000 Penalty: 5159.175293
	Iteration 22Q: 3 clusters Score -4669885 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -4669973.000000 Penalty: 5159.175293
	Iteration 23Q: 3 clusters Score -4669973 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
Score: -4670032.000000 Penalty: 5159.175293
	Iteration 24Q: 3 clusters Score -4670032 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
Score: -4670079.000000 Penalty: 5159.175293
	Iteration 25Q: 3 clusters Score -4670079 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
Score: -4670132.000000 Penalty: 5159.175293
	Iteration 26Q: 3 clusters Score -4670132 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -4670181.000000 Penalty: 5159.175293
	Iteration 27Q: 3 clusters Score -4670181 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -4670205.000000 Penalty: 5159.175293
	Iteration 28Q: 3 clusters Score -4670205 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -4670241.000000 Penalty: 5159.175293
	Iteration 29Q: 3 clusters Score -4670241 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -4670291.500000 Penalty: 5159.175293
	Iteration 30Q: 3 clusters Score -4670292 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -4670336.000000 Penalty: 5159.175293
	Iteration 31Q: 3 clusters Score -4670336 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -4670366.000000 Penalty: 5159.175293
	Iteration 32Q: 3 clusters Score -4670366 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -4670404.500000 Penalty: 5159.175293
	Iteration 33Q: 3 clusters Score -4670404 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -4670453.000000 Penalty: 5159.175293
	Iteration 34Q: 3 clusters Score -4670453 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -4670513.000000 Penalty: 5159.175293
	Iteration 35Q: 3 clusters Score -4670513 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -4670542.000000 Penalty: 5159.175293
	Iteration 36Q: 3 clusters Score -4670542 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -4670565.000000 Penalty: 5159.175293
	Iteration 37Q: 3 clusters Score -4670565 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -4670585.000000 Penalty: 5159.175293
	Iteration 38Q: 3 clusters Score -4670585 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -4670596.000000 Penalty: 5159.175293
	Iteration 39Q: 3 clusters Score -4670596 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -4670619.000000 Penalty: 5159.175293
	Iteration 40F: 3 clusters Score -4670619 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
Score: -4670631.500000 Penalty: 5159.175293
	Iteration 41Q: 3 clusters Score -4670632 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -4670650.500000 Penalty: 5159.175293
	Iteration 42Q: 3 clusters Score -4670650 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -4670660.500000 Penalty: 5159.175293
	Iteration 43Q: 3 clusters Score -4670660 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -4670671.500000 Penalty: 5159.175293
	Iteration 44Q: 3 clusters Score -4670672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -4670679.000000 Penalty: 5159.175293
	Iteration 45Q: 3 clusters Score -4670679 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 31275 members 
Entering Unmasked Estep 
Score: -4670688.000000 Penalty: 5159.175293
	Iteration 46Q: 3 clusters Score -4670688 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -4670696.500000 Penalty: 5159.175293
	Iteration 47Q: 3 clusters Score -4670696 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -4670715.500000 Penalty: 5159.175293
	Iteration 48Q: 3 clusters Score -4670716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -4670718.000000 Penalty: 5159.175293
	Iteration 49Q: 3 clusters Score -4670718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -4670728.500000 Penalty: 5159.175293
	Iteration 50Q: 3 clusters Score -4670728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -4670742.000000 Penalty: 5159.175293
	Iteration 51Q: 3 clusters Score -4670742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -4670743.500000 Penalty: 5159.175293
	Iteration 52Q: 3 clusters Score -4670744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -4670758.500000 Penalty: 5159.175293
	Iteration 53Q: 3 clusters Score -4670758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -4670766.500000 Penalty: 5159.175293
	Iteration 54Q: 3 clusters Score -4670766 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -4670766.500000 Penalty: 5159.175293
	Iteration 55Q: 3 clusters Score -4670766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -4670776.500000 Penalty: 5159.175293
	Iteration 56Q: 3 clusters Score -4670776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -4670778.000000 Penalty: 5159.175293
	Iteration 57Q: 3 clusters Score -4670778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -4670787.000000 Penalty: 5159.175293
	Iteration 58Q: 3 clusters Score -4670787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -4670787.500000 Penalty: 5159.175293
	Iteration 59Q: 3 clusters Score -4670788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -4670793.000000 Penalty: 5159.175293
	Iteration 60F: 3 clusters Score -4670793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -4670791.500000 Penalty: 5159.175293
	Iteration 61Q: 3 clusters Score -4670792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -4670790.500000 Penalty: 5159.175293
	Iteration 62Q: 3 clusters Score -4670790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -4670793.500000 Penalty: 5159.175293
	Iteration 63Q: 3 clusters Score -4670794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -4670800.500000 Penalty: 5159.175293
	Iteration 64Q: 3 clusters Score -4670800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 31587 members 
Entering Unmasked Estep 
Score: -4670799.500000 Penalty: 5159.175293
	Iteration 65Q: 3 clusters Score -4670800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -4670808.000000 Penalty: 5159.175293
	Iteration 66Q: 3 clusters Score -4670808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -4670812.000000 Penalty: 5159.175293
	Iteration 67Q: 3 clusters Score -4670812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -4670814.500000 Penalty: 5159.175293
	Iteration 68Q: 3 clusters Score -4670814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -4670819.000000 Penalty: 5159.175293
	Iteration 69Q: 3 clusters Score -4670819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -4670823.000000 Penalty: 5159.175293
	Iteration 70Q: 3 clusters Score -4670823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -4670826.500000 Penalty: 5159.175293
	Iteration 71Q: 3 clusters Score -4670826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 31630 members 
Entering Unmasked Estep 
Score: -4670826.500000 Penalty: 5159.175293
	Iteration 72Q: 3 clusters Score -4670826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 31640 members 
Entering Unmasked Estep 
Score: -4670825.000000 Penalty: 5159.175293
	Iteration 73Q: 3 clusters Score -4670825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -4670822.000000 Penalty: 5159.175293
	Iteration 74Q: 3 clusters Score -4670822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
Score: -4670825.500000 Penalty: 5159.175293
	Iteration 75Q: 3 clusters Score -4670826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -4670826.500000 Penalty: 5159.175293
	Iteration 76Q: 3 clusters Score -4670826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -4670823.500000 Penalty: 5159.175293
	Iteration 77Q: 3 clusters Score -4670824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -4670826.500000 Penalty: 5159.175293
	Iteration 78Q: 3 clusters Score -4670826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -4670827.000000 Penalty: 5159.175293
	Iteration 79Q: 3 clusters Score -4670827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -4670826.500000 Penalty: 5159.175293
	Iteration 80F: 3 clusters Score -4670826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 31670 members 
Entering Unmasked Estep 
Score: -4670826.000000 Penalty: 5159.175293
	Iteration 81Q: 3 clusters Score -4670826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -4670830.000000 Penalty: 5159.175293
	Iteration 82Q: 3 clusters Score -4670830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 31674 members 
Entering Unmasked Estep 
Score: -4670832.000000 Penalty: 5159.175293
	Iteration 83Q: 3 clusters Score -4670832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -4670831.500000 Penalty: 5159.175293
	Iteration 84Q: 3 clusters Score -4670832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -4670834.500000 Penalty: 5159.175293
	Iteration 85Q: 3 clusters Score -4670834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 31677 members 
Entering Unmasked Estep 
Score: -4670833.500000 Penalty: 5159.175293
	Iteration 86Q: 3 clusters Score -4670834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -4670832.000000 Penalty: 5159.175293
	Iteration 87Q: 3 clusters Score -4670832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -4670833.500000 Penalty: 5159.175293
	Iteration 88Q: 3 clusters Score -4670834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -4670833.500000 Penalty: 5159.175293
	Iteration 89F: 3 clusters Score -4670834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Entering Unmasked Estep 
Score: -485884.906250 Penalty: 2027.256470
	Iteration 0F: 2 clusters Score -485884.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -482255.312500 Penalty: 4054.512939
	Iteration 0F: 3 clusters Score -482255.3 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -483035.187500 Penalty: 4054.512939
	Iteration 1F: 3 clusters Score -483035.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -483195.125000 Penalty: 4054.512939
	Iteration 2F: 3 clusters Score -483195.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -483311.468750 Penalty: 4054.512939
	Iteration 3Q: 3 clusters Score -483311.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -483409.812500 Penalty: 4054.512939
	Iteration 4Q: 3 clusters Score -483409.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -483502.218750 Penalty: 4054.512939
	Iteration 5Q: 3 clusters Score -483502.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -483555.156250 Penalty: 4054.512939
	Iteration 6Q: 3 clusters Score -483555.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -483601.250000 Penalty: 4054.512939
	Iteration 7Q: 3 clusters Score -483601.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -483642.156250 Penalty: 4054.512939
	Iteration 8Q: 3 clusters Score -483642.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -483681.781250 Penalty: 4054.512939
	Iteration 9Q: 3 clusters Score -483681.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -483720.062500 Penalty: 4054.512939
	Iteration 10Q: 3 clusters Score -483720.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -483753.750000 Penalty: 4054.512939
	Iteration 11Q: 3 clusters Score -483753.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -483777.781250 Penalty: 4054.512939
	Iteration 12Q: 3 clusters Score -483777.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -483801.593750 Penalty: 4054.512939
	Iteration 13Q: 3 clusters Score -483801.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -483825.687500 Penalty: 4054.512939
	Iteration 14Q: 3 clusters Score -483825.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -483860.968750 Penalty: 4054.512939
	Iteration 15Q: 3 clusters Score -483861 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -483905.125000 Penalty: 4054.512939
	Iteration 16Q: 3 clusters Score -483905.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -483939.781250 Penalty: 4054.512939
	Iteration 17Q: 3 clusters Score -483939.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -483972.468750 Penalty: 4054.512939
	Iteration 18Q: 3 clusters Score -483972.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -484000.218750 Penalty: 4054.512939
	Iteration 19Q: 3 clusters Score -484000.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -484039.468750 Penalty: 4054.512939
	Iteration 20F: 3 clusters Score -484039.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -484073.218750 Penalty: 4054.512939
	Iteration 21Q: 3 clusters Score -484073.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -484103.781250 Penalty: 4054.512939
	Iteration 22Q: 3 clusters Score -484103.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -484126.843750 Penalty: 4054.512939
	Iteration 23Q: 3 clusters Score -484126.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -484160.000000 Penalty: 4054.512939
	Iteration 24Q: 3 clusters Score -484160 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -484201.781250 Penalty: 4054.512939
	Iteration 25Q: 3 clusters Score -484201.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -484250.187500 Penalty: 4054.512939
	Iteration 26Q: 3 clusters Score -484250.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -484299.562500 Penalty: 4054.512939
	Iteration 27Q: 3 clusters Score -484299.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -484347.156250 Penalty: 4054.512939
	Iteration 28Q: 3 clusters Score -484347.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -484397.937500 Penalty: 4054.512939
	Iteration 29Q: 3 clusters Score -484397.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -484439.468750 Penalty: 4054.512939
	Iteration 30Q: 3 clusters Score -484439.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -484484.687500 Penalty: 4054.512939
	Iteration 31Q: 3 clusters Score -484484.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -484531.406250 Penalty: 4054.512939
	Iteration 32Q: 3 clusters Score -484531.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -484560.375000 Penalty: 4054.512939
	Iteration 33Q: 3 clusters Score -484560.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -484583.937500 Penalty: 4054.512939
	Iteration 34Q: 3 clusters Score -484583.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -484598.156250 Penalty: 4054.512939
	Iteration 35Q: 3 clusters Score -484598.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -484611.937500 Penalty: 4054.512939
	Iteration 36Q: 3 clusters Score -484611.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -484621.562500 Penalty: 4054.512939
	Iteration 37Q: 3 clusters Score -484621.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -484630.125000 Penalty: 4054.512939
	Iteration 38Q: 3 clusters Score -484630.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -484638.375000 Penalty: 4054.512939
	Iteration 39Q: 3 clusters Score -484638.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -484648.250000 Penalty: 4054.512939
	Iteration 40F: 3 clusters Score -484648.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -484655.000000 Penalty: 4054.512939
	Iteration 41Q: 3 clusters Score -484655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -484661.062500 Penalty: 4054.512939
	Iteration 42Q: 3 clusters Score -484661.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -484670.468750 Penalty: 4054.512939
	Iteration 43Q: 3 clusters Score -484670.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -484676.687500 Penalty: 4054.512939
	Iteration 44Q: 3 clusters Score -484676.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -484682.000000 Penalty: 4054.512939
	Iteration 45Q: 3 clusters Score -484682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -484687.656250 Penalty: 4054.512939
	Iteration 46Q: 3 clusters Score -484687.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -484693.250000 Penalty: 4054.512939
	Iteration 47Q: 3 clusters Score -484693.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -484697.437500 Penalty: 4054.512939
	Iteration 48Q: 3 clusters Score -484697.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -484701.281250 Penalty: 4054.512939
	Iteration 49Q: 3 clusters Score -484701.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -484706.531250 Penalty: 4054.512939
	Iteration 50Q: 3 clusters Score -484706.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -484714.937500 Penalty: 4054.512939
	Iteration 51Q: 3 clusters Score -484714.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -484722.750000 Penalty: 4054.512939
	Iteration 52Q: 3 clusters Score -484722.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -484726.625000 Penalty: 4054.512939
	Iteration 53Q: 3 clusters Score -484726.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -484727.406250 Penalty: 4054.512939
	Iteration 54Q: 3 clusters Score -484727.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -484727.593750 Penalty: 4054.512939
	Iteration 55Q: 3 clusters Score -484727.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -484728.375000 Penalty: 4054.512939
	Iteration 56Q: 3 clusters Score -484728.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -484728.375000 Penalty: 4054.512939
	Iteration 57F: 3 clusters Score -484728.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (179727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179727 members 
Entering Unmasked Estep 
Score: -25313288.000000 Penalty: 3000.600342
	Iteration 0F: 2 clusters Score -2.531329e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89699 members 
Mstep: Class 2 contains 90028 members 
Entering Unmasked Estep 
Score: -25207440.000000 Penalty: 6001.200684
	Iteration 0F: 3 clusters Score -2.520744e+07 nChanged 86192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87167 members 
Mstep: Class 2 contains 92560 members 
Entering Unmasked Estep 
Score: -25257036.000000 Penalty: 6001.200684
	Iteration 1F: 3 clusters Score -2.525704e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85556 members 
Mstep: Class 2 contains 94171 members 
Entering Unmasked Estep 
Score: -25258154.000000 Penalty: 6001.200684
	Iteration 2Q: 3 clusters Score -2.525815e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83075 members 
Mstep: Class 2 contains 96652 members 
Entering Unmasked Estep 
Score: -25259318.000000 Penalty: 6001.200684
	Iteration 3Q: 3 clusters Score -2.525932e+07 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79466 members 
Mstep: Class 2 contains 100261 members 
Entering Unmasked Estep 
Score: -25260958.000000 Penalty: 6001.200684
	Iteration 4Q: 3 clusters Score -2.526096e+07 nChanged 7346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74396 members 
Mstep: Class 2 contains 105331 members 
Entering Unmasked Estep 
Score: -25263174.000000 Penalty: 6001.200684
	Iteration 5Q: 3 clusters Score -2.526317e+07 nChanged 8782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67588 members 
Mstep: Class 2 contains 112139 members 
Entering Unmasked Estep 
Score: -25266386.000000 Penalty: 6001.200684
	Iteration 6Q: 3 clusters Score -2.526639e+07 nChanged 10207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59181 members 
Mstep: Class 2 contains 120546 members 
Entering Unmasked Estep 
Score: -25271110.000000 Penalty: 6001.200684
	Iteration 7F: 3 clusters Score -2.527111e+07 nChanged 10884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50289 members 
Mstep: Class 2 contains 129438 members 
Entering Unmasked Estep 
Score: -25277008.000000 Penalty: 6001.200684
	Iteration 8F: 3 clusters Score -2.527701e+07 nChanged 10416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Mstep: Class 2 contains 136880 members 
Entering Unmasked Estep 
Score: -25283486.000000 Penalty: 6001.200684
	Iteration 9F: 3 clusters Score -2.528349e+07 nChanged 9188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38117 members 
Mstep: Class 2 contains 141610 members 
Entering Unmasked Estep 
Score: -25289154.000000 Penalty: 6001.200684
	Iteration 10F: 3 clusters Score -2.528915e+07 nChanged 7418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 143540 members 
Entering Unmasked Estep 
Score: -25292474.000000 Penalty: 6001.200684
	Iteration 11Q: 3 clusters Score -2.529247e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 143924 members 
Entering Unmasked Estep 
Score: -25294062.000000 Penalty: 6001.200684
	Iteration 12Q: 3 clusters Score -2.529406e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 143755 members 
Entering Unmasked Estep 
Score: -25294598.000000 Penalty: 6001.200684
	Iteration 13Q: 3 clusters Score -2.52946e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 143431 members 
Entering Unmasked Estep 
Score: -25294764.000000 Penalty: 6001.200684
	Iteration 14Q: 3 clusters Score -2.529476e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 142983 members 
Entering Unmasked Estep 
Score: -25294782.000000 Penalty: 6001.200684
	Iteration 15Q: 3 clusters Score -2.529478e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37255 members 
Mstep: Class 2 contains 142472 members 
Entering Unmasked Estep 
Score: -25294758.000000 Penalty: 6001.200684
	Iteration 16Q: 3 clusters Score -2.529476e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Mstep: Class 2 contains 141883 members 
Entering Unmasked Estep 
Score: -25294778.000000 Penalty: 6001.200684
	Iteration 17Q: 3 clusters Score -2.529478e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 141229 members 
Entering Unmasked Estep 
Score: -25294730.000000 Penalty: 6001.200684
	Iteration 18Q: 3 clusters Score -2.529473e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39240 members 
Mstep: Class 2 contains 140487 members 
Entering Unmasked Estep 
Score: -25294714.000000 Penalty: 6001.200684
	Iteration 19Q: 3 clusters Score -2.529471e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 139658 members 
Entering Unmasked Estep 
Score: -25294754.000000 Penalty: 6001.200684
	Iteration 20F: 3 clusters Score -2.529475e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40979 members 
Mstep: Class 2 contains 138748 members 
Entering Unmasked Estep 
Score: -25294742.000000 Penalty: 6001.200684
	Iteration 21Q: 3 clusters Score -2.529474e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41954 members 
Mstep: Class 2 contains 137773 members 
Entering Unmasked Estep 
Score: -25294770.000000 Penalty: 6001.200684
	Iteration 22Q: 3 clusters Score -2.529477e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 136757 members 
Entering Unmasked Estep 
Score: -25294662.000000 Penalty: 6001.200684
	Iteration 23Q: 3 clusters Score -2.529466e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 135653 members 
Entering Unmasked Estep 
Score: -25294650.000000 Penalty: 6001.200684
	Iteration 24Q: 3 clusters Score -2.529465e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 134442 members 
Entering Unmasked Estep 
Score: -25294622.000000 Penalty: 6001.200684
	Iteration 25Q: 3 clusters Score -2.529462e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46519 members 
Mstep: Class 2 contains 133208 members 
Entering Unmasked Estep 
Score: -25294564.000000 Penalty: 6001.200684
	Iteration 26Q: 3 clusters Score -2.529456e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47844 members 
Mstep: Class 2 contains 131883 members 
Entering Unmasked Estep 
Score: -25294568.000000 Penalty: 6001.200684
	Iteration 27Q: 3 clusters Score -2.529457e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49239 members 
Mstep: Class 2 contains 130488 members 
Entering Unmasked Estep 
Score: -25294482.000000 Penalty: 6001.200684
	Iteration 28Q: 3 clusters Score -2.529448e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50756 members 
Mstep: Class 2 contains 128971 members 
Entering Unmasked Estep 
Score: -25294492.000000 Penalty: 6001.200684
	Iteration 29Q: 3 clusters Score -2.529449e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52417 members 
Mstep: Class 2 contains 127310 members 
Entering Unmasked Estep 
Score: -25294646.000000 Penalty: 6001.200684
	Iteration 30Q: 3 clusters Score -2.529465e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54202 members 
Mstep: Class 2 contains 125525 members 
Entering Unmasked Estep 
Score: -25294820.000000 Penalty: 6001.200684
	Iteration 31Q: 3 clusters Score -2.529482e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56125 members 
Mstep: Class 2 contains 123602 members 
Entering Unmasked Estep 
Score: -25295048.000000 Penalty: 6001.200684
	Iteration 32Q: 3 clusters Score -2.529505e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58126 members 
Mstep: Class 2 contains 121601 members 
Entering Unmasked Estep 
Score: -25295376.000000 Penalty: 6001.200684
	Iteration 33Q: 3 clusters Score -2.529538e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60240 members 
Mstep: Class 2 contains 119487 members 
Entering Unmasked Estep 
Score: -25295292.000000 Penalty: 6001.200684
	Iteration 34Q: 3 clusters Score -2.529529e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62397 members 
Mstep: Class 2 contains 117330 members 
Entering Unmasked Estep 
Score: -25295440.000000 Penalty: 6001.200684
	Iteration 35Q: 3 clusters Score -2.529544e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64620 members 
Mstep: Class 2 contains 115107 members 
Entering Unmasked Estep 
Score: -25295636.000000 Penalty: 6001.200684
	Iteration 36Q: 3 clusters Score -2.529564e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66859 members 
Mstep: Class 2 contains 112868 members 
Entering Unmasked Estep 
Score: -25295872.000000 Penalty: 6001.200684
	Iteration 37Q: 3 clusters Score -2.529587e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69096 members 
Mstep: Class 2 contains 110631 members 
Entering Unmasked Estep 
Score: -25296140.000000 Penalty: 6001.200684
	Iteration 38Q: 3 clusters Score -2.529614e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71278 members 
Mstep: Class 2 contains 108449 members 
Entering Unmasked Estep 
Score: -25296390.000000 Penalty: 6001.200684
	Iteration 39Q: 3 clusters Score -2.529639e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73462 members 
Mstep: Class 2 contains 106265 members 
Entering Unmasked Estep 
Score: -25296736.000000 Penalty: 6001.200684
	Iteration 40F: 3 clusters Score -2.529674e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75836 members 
Mstep: Class 2 contains 103891 members 
Entering Unmasked Estep 
Score: -25297206.000000 Penalty: 6001.200684
	Iteration 41Q: 3 clusters Score -2.529721e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78239 members 
Mstep: Class 2 contains 101488 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2.529766e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80660 members 
Mstep: Class 2 contains 99067 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2.529824e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82994 members 
Mstep: Class 2 contains 96733 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2.529853e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85232 members 
Mstep: Class 2 contains 94495 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2.529896e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87460 members 
Mstep: Class 2 contains 92267 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2.529938e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89550 members 
Mstep: Class 2 contains 90177 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2.529977e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91542 members 
Mstep: Class 2 contains 88185 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2.53e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93480 members 
Mstep: Class 2 contains 86247 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2.530036e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95410 members 
Mstep: Class 2 contains 84317 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2.530083e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97195 members 
Mstep: Class 2 contains 82532 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2.530121e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98797 members 
Mstep: Class 2 contains 80930 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2.53015e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100316 members 
Mstep: Class 2 contains 79411 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2.530193e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101633 members 
Mstep: Class 2 contains 78094 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2.530225e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102694 members 
Mstep: Class 2 contains 77033 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2.530244e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103522 members 
Mstep: Class 2 contains 76205 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2.530254e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104236 members 
Mstep: Class 2 contains 75491 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2.530289e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104735 members 
Mstep: Class 2 contains 74992 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2.530283e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105109 members 
Mstep: Class 2 contains 74618 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2.530293e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105359 members 
Mstep: Class 2 contains 74368 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2.530343e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105995 members 
Mstep: Class 2 contains 73732 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2.530354e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106543 members 
Mstep: Class 2 contains 73184 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2.530383e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107029 members 
Mstep: Class 2 contains 72698 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2.530385e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107423 members 
Mstep: Class 2 contains 72304 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2.530385e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107763 members 
Mstep: Class 2 contains 71964 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2.530395e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108031 members 
Mstep: Class 2 contains 71696 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2.530393e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108239 members 
Mstep: Class 2 contains 71488 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2.530392e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108464 members 
Mstep: Class 2 contains 71263 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2.53038e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108684 members 
Mstep: Class 2 contains 71043 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2.530381e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108897 members 
Mstep: Class 2 contains 70830 members 
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	Iteration 70Q: 3 clusters Score -2.530385e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109044 members 
Mstep: Class 2 contains 70683 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2.530383e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109170 members 
Mstep: Class 2 contains 70557 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2.530375e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109307 members 
Mstep: Class 2 contains 70420 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2.530371e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109418 members 
Mstep: Class 2 contains 70309 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2.530377e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109494 members 
Mstep: Class 2 contains 70233 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2.530374e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109586 members 
Mstep: Class 2 contains 70141 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2.530373e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109668 members 
Mstep: Class 2 contains 70059 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2.530374e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109708 members 
Mstep: Class 2 contains 70019 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2.530367e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109691 members 
Mstep: Class 2 contains 70036 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2.530364e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109697 members 
Mstep: Class 2 contains 70030 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2.530364e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109668 members 
Mstep: Class 2 contains 70059 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2.530368e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109637 members 
Mstep: Class 2 contains 70090 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2.530371e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109590 members 
Mstep: Class 2 contains 70137 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2.530371e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109508 members 
Mstep: Class 2 contains 70219 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2.53037e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109418 members 
Mstep: Class 2 contains 70309 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2.530364e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109317 members 
Mstep: Class 2 contains 70410 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2.53036e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109225 members 
Mstep: Class 2 contains 70502 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2.530362e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109120 members 
Mstep: Class 2 contains 70607 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2.530358e+07 nChanged 235
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109007 members 
Mstep: Class 2 contains 70720 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2.530355e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108888 members 
Mstep: Class 2 contains 70839 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2.530359e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108774 members 
Mstep: Class 2 contains 70953 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2.530355e+07 nChanged 186
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108662 members 
Mstep: Class 2 contains 71065 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2.53036e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108563 members 
Mstep: Class 2 contains 71164 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2.530355e+07 nChanged 179
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108452 members 
Mstep: Class 2 contains 71275 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2.530353e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108324 members 
Mstep: Class 2 contains 71403 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2.530353e+07 nChanged 186
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 71539 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2.530353e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108042 members 
Mstep: Class 2 contains 71685 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2.530349e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107893 members 
Mstep: Class 2 contains 71834 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2.530346e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107746 members 
Mstep: Class 2 contains 71981 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2.530338e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107615 members 
Mstep: Class 2 contains 72112 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2.530337e+07 nChanged 173
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107484 members 
Mstep: Class 2 contains 72243 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2.530335e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107349 members 
Mstep: Class 2 contains 72378 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2.530335e+07 nChanged 159
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107220 members 
Mstep: Class 2 contains 72507 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2.530334e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107083 members 
Mstep: Class 2 contains 72644 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2.530334e+07 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106954 members 
Mstep: Class 2 contains 72773 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2.530329e+07 nChanged 171
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106815 members 
Mstep: Class 2 contains 72912 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2.53033e+07 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106677 members 
Mstep: Class 2 contains 73050 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2.530326e+07 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106551 members 
Mstep: Class 2 contains 73176 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2.530328e+07 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106413 members 
Mstep: Class 2 contains 73314 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2.530332e+07 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106260 members 
Mstep: Class 2 contains 73467 members 
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	Iteration 110Q: 3 clusters Score -2.530329e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106131 members 
Mstep: Class 2 contains 73596 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2.530326e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106015 members 
Mstep: Class 2 contains 73712 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2.530327e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105888 members 
Mstep: Class 2 contains 73839 members 
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	Iteration 113Q: 3 clusters Score -2.530329e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105766 members 
Mstep: Class 2 contains 73961 members 
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	Iteration 114Q: 3 clusters Score -2.530326e+07 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 2 contains 74077 members 
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	Iteration 115Q: 3 clusters Score -2.530328e+07 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 2 contains 74194 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2.530331e+07 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105428 members 
Mstep: Class 2 contains 74299 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2.530329e+07 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 2 contains 74399 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2.530326e+07 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105229 members 
Mstep: Class 2 contains 74498 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2.530328e+07 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105132 members 
Mstep: Class 2 contains 74595 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2.530331e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105035 members 
Mstep: Class 2 contains 74692 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2.530334e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104951 members 
Mstep: Class 2 contains 74776 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2.530334e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104869 members 
Mstep: Class 2 contains 74858 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2.530333e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104781 members 
Mstep: Class 2 contains 74946 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2.53033e+07 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104699 members 
Mstep: Class 2 contains 75028 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2.530327e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104606 members 
Mstep: Class 2 contains 75121 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2.530328e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104496 members 
Mstep: Class 2 contains 75231 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2.530329e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104391 members 
Mstep: Class 2 contains 75336 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2.530327e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104290 members 
Mstep: Class 2 contains 75437 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2.530327e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104184 members 
Mstep: Class 2 contains 75543 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2.530331e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104070 members 
Mstep: Class 2 contains 75657 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2.530331e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103946 members 
Mstep: Class 2 contains 75781 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2.53033e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103829 members 
Mstep: Class 2 contains 75898 members 
Entering Unmasked Estep 
Score: -25303304.000000 Penalty: 6001.200684
	Iteration 133Q: 3 clusters Score -2.53033e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103714 members 
Mstep: Class 2 contains 76013 members 
Entering Unmasked Estep 
Score: -25303324.000000 Penalty: 6001.200684
	Iteration 134Q: 3 clusters Score -2.530332e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103591 members 
Mstep: Class 2 contains 76136 members 
Entering Unmasked Estep 
Score: -25303310.000000 Penalty: 6001.200684
	Iteration 135Q: 3 clusters Score -2.530331e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103471 members 
Mstep: Class 2 contains 76256 members 
Entering Unmasked Estep 
Score: -25303290.000000 Penalty: 6001.200684
	Iteration 136Q: 3 clusters Score -2.530329e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103345 members 
Mstep: Class 2 contains 76382 members 
Entering Unmasked Estep 
Score: -25303330.000000 Penalty: 6001.200684
	Iteration 137Q: 3 clusters Score -2.530333e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103212 members 
Mstep: Class 2 contains 76515 members 
Entering Unmasked Estep 
Score: -25303308.000000 Penalty: 6001.200684
	Iteration 138Q: 3 clusters Score -2.530331e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103068 members 
Mstep: Class 2 contains 76659 members 
Entering Unmasked Estep 
Score: -25303348.000000 Penalty: 6001.200684
	Iteration 139Q: 3 clusters Score -2.530335e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102922 members 
Mstep: Class 2 contains 76805 members 
Entering Unmasked Estep 
Score: -25303344.000000 Penalty: 6001.200684
	Iteration 140F: 3 clusters Score -2.530334e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102777 members 
Mstep: Class 2 contains 76950 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2.530331e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102637 members 
Mstep: Class 2 contains 77090 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2.530331e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102467 members 
Mstep: Class 2 contains 77260 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2.53033e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102279 members 
Mstep: Class 2 contains 77448 members 
Entering Unmasked Estep 
Score: -25303250.000000 Penalty: 6001.200684
	Iteration 144Q: 3 clusters Score -2.530325e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102055 members 
Mstep: Class 2 contains 77672 members 
Entering Unmasked Estep 
Score: -25303254.000000 Penalty: 6001.200684
	Iteration 145Q: 3 clusters Score -2.530325e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101797 members 
Mstep: Class 2 contains 77930 members 
Entering Unmasked Estep 
Score: -25303278.000000 Penalty: 6001.200684
	Iteration 146Q: 3 clusters Score -2.530328e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101522 members 
Mstep: Class 2 contains 78205 members 
Entering Unmasked Estep 
Score: -25303198.000000 Penalty: 6001.200684
	Iteration 147Q: 3 clusters Score -2.53032e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101232 members 
Mstep: Class 2 contains 78495 members 
Entering Unmasked Estep 
Score: -25303174.000000 Penalty: 6001.200684
	Iteration 148Q: 3 clusters Score -2.530317e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100940 members 
Mstep: Class 2 contains 78787 members 
Entering Unmasked Estep 
Score: -25303208.000000 Penalty: 6001.200684
	Iteration 149Q: 3 clusters Score -2.530321e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100653 members 
Mstep: Class 2 contains 79074 members 
Entering Unmasked Estep 
Score: -25303206.000000 Penalty: 6001.200684
	Iteration 150Q: 3 clusters Score -2.530321e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100365 members 
Mstep: Class 2 contains 79362 members 
Entering Unmasked Estep 
Score: -25303246.000000 Penalty: 6001.200684
	Iteration 151Q: 3 clusters Score -2.530325e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100064 members 
Mstep: Class 2 contains 79663 members 
Entering Unmasked Estep 
Score: -25303332.000000 Penalty: 6001.200684
	Iteration 152Q: 3 clusters Score -2.530333e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99773 members 
Mstep: Class 2 contains 79954 members 
Entering Unmasked Estep 
Score: -25303318.000000 Penalty: 6001.200684
	Iteration 153Q: 3 clusters Score -2.530332e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99479 members 
Mstep: Class 2 contains 80248 members 
Entering Unmasked Estep 
Score: -25303326.000000 Penalty: 6001.200684
	Iteration 154Q: 3 clusters Score -2.530333e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99177 members 
Mstep: Class 2 contains 80550 members 
Entering Unmasked Estep 
Score: -25303266.000000 Penalty: 6001.200684
	Iteration 155Q: 3 clusters Score -2.530327e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98871 members 
Mstep: Class 2 contains 80856 members 
Entering Unmasked Estep 
Score: -25303292.000000 Penalty: 6001.200684
	Iteration 156Q: 3 clusters Score -2.530329e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98558 members 
Mstep: Class 2 contains 81169 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2.530327e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98257 members 
Mstep: Class 2 contains 81470 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2.530332e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97944 members 
Mstep: Class 2 contains 81783 members 
Entering Unmasked Estep 
Score: -25303320.000000 Penalty: 6001.200684
	Iteration 159Q: 3 clusters Score -2.530332e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97646 members 
Mstep: Class 2 contains 82081 members 
Entering Unmasked Estep 
Score: -25303310.000000 Penalty: 6001.200684
	Iteration 160F: 3 clusters Score -2.530331e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97336 members 
Mstep: Class 2 contains 82391 members 
Entering Unmasked Estep 
Score: -25303190.000000 Penalty: 6001.200684
	Iteration 161Q: 3 clusters Score -2.530319e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97040 members 
Mstep: Class 2 contains 82687 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2.530323e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96747 members 
Mstep: Class 2 contains 82980 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2.530324e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96504 members 
Mstep: Class 2 contains 83223 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2.530322e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96285 members 
Mstep: Class 2 contains 83442 members 
Entering Unmasked Estep 
Score: -25303248.000000 Penalty: 6001.200684
	Iteration 165Q: 3 clusters Score -2.530325e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96061 members 
Mstep: Class 2 contains 83666 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2.530326e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95866 members 
Mstep: Class 2 contains 83861 members 
Entering Unmasked Estep 
Score: -25303240.000000 Penalty: 6001.200684
	Iteration 167Q: 3 clusters Score -2.530324e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95642 members 
Mstep: Class 2 contains 84085 members 
Entering Unmasked Estep 
Score: -25303252.000000 Penalty: 6001.200684
	Iteration 168Q: 3 clusters Score -2.530325e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95425 members 
Mstep: Class 2 contains 84302 members 
Entering Unmasked Estep 
Score: -25303288.000000 Penalty: 6001.200684
	Iteration 169Q: 3 clusters Score -2.530329e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95205 members 
Mstep: Class 2 contains 84522 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2.530335e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94999 members 
Mstep: Class 2 contains 84728 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2.530336e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94802 members 
Mstep: Class 2 contains 84925 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -2.53034e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94585 members 
Mstep: Class 2 contains 85142 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2.530338e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94409 members 
Mstep: Class 2 contains 85318 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2.530335e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94265 members 
Mstep: Class 2 contains 85462 members 
Entering Unmasked Estep 
Score: -25303320.000000 Penalty: 6001.200684
	Iteration 175Q: 3 clusters Score -2.530332e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94136 members 
Mstep: Class 2 contains 85591 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2.530336e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94021 members 
Mstep: Class 2 contains 85706 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -2.53034e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93902 members 
Mstep: Class 2 contains 85825 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -2.530337e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93795 members 
Mstep: Class 2 contains 85932 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -2.530341e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93750 members 
Mstep: Class 2 contains 85977 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -2.53034e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93725 members 
Mstep: Class 2 contains 86002 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -2.530347e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93681 members 
Mstep: Class 2 contains 86046 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -2.530346e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93658 members 
Mstep: Class 2 contains 86069 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -2.530351e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93630 members 
Mstep: Class 2 contains 86097 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -2.530353e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93596 members 
Mstep: Class 2 contains 86131 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -2.530353e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93540 members 
Mstep: Class 2 contains 86187 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -2.53035e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93485 members 
Mstep: Class 2 contains 86242 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -2.53036e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93452 members 
Mstep: Class 2 contains 86275 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -2.530359e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93414 members 
Mstep: Class 2 contains 86313 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -2.530364e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93404 members 
Mstep: Class 2 contains 86323 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -2.530363e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93401 members 
Mstep: Class 2 contains 86326 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -2.530364e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93403 members 
Mstep: Class 2 contains 86324 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -2.530364e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93408 members 
Mstep: Class 2 contains 86319 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -2.530364e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93419 members 
Mstep: Class 2 contains 86308 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -2.530367e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93456 members 
Mstep: Class 2 contains 86271 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -2.530368e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93504 members 
Mstep: Class 2 contains 86223 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -2.530373e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93560 members 
Mstep: Class 2 contains 86167 members 
Entering Unmasked Estep 
Score: -25303706.000000 Penalty: 6001.200684
	Iteration 197Q: 3 clusters Score -2.530371e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93605 members 
Mstep: Class 2 contains 86122 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -2.530365e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93649 members 
Mstep: Class 2 contains 86078 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -2.530367e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93702 members 
Mstep: Class 2 contains 86025 members 
Entering Unmasked Estep 
Score: -25303670.000000 Penalty: 6001.200684
	Iteration 200F: 3 clusters Score -2.530367e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93763 members 
Mstep: Class 2 contains 85964 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -2.530371e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93819 members 
Mstep: Class 2 contains 85908 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -2.530373e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93860 members 
Mstep: Class 2 contains 85867 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -2.530373e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93894 members 
Mstep: Class 2 contains 85833 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -2.530376e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93926 members 
Mstep: Class 2 contains 85801 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -2.530374e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93953 members 
Mstep: Class 2 contains 85774 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -2.530377e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93994 members 
Mstep: Class 2 contains 85733 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -2.530379e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94032 members 
Mstep: Class 2 contains 85695 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -2.53038e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94069 members 
Mstep: Class 2 contains 85658 members 
Entering Unmasked Estep 
Score: -25303814.000000 Penalty: 6001.200684
	Iteration 209Q: 3 clusters Score -2.530381e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94104 members 
Mstep: Class 2 contains 85623 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -2.530381e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94131 members 
Mstep: Class 2 contains 85596 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -2.53038e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94152 members 
Mstep: Class 2 contains 85575 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -2.530379e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94168 members 
Mstep: Class 2 contains 85559 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -2.530379e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94191 members 
Mstep: Class 2 contains 85536 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -2.530378e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94206 members 
Mstep: Class 2 contains 85521 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -2.530376e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94210 members 
Mstep: Class 2 contains 85517 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -2.530376e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94211 members 
Mstep: Class 2 contains 85516 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -2.530378e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94219 members 
Mstep: Class 2 contains 85508 members 
Entering Unmasked Estep 
Score: -25303790.000000 Penalty: 6001.200684
	Iteration 218Q: 3 clusters Score -2.530379e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94231 members 
Mstep: Class 2 contains 85496 members 
Entering Unmasked Estep 
Score: -25303778.000000 Penalty: 6001.200684
	Iteration 219Q: 3 clusters Score -2.530378e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94240 members 
Mstep: Class 2 contains 85487 members 
Entering Unmasked Estep 
Score: -25303784.000000 Penalty: 6001.200684
	Iteration 220F: 3 clusters Score -2.530378e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94245 members 
Mstep: Class 2 contains 85482 members 
Entering Unmasked Estep 
Score: -25303794.000000 Penalty: 6001.200684
	Iteration 221Q: 3 clusters Score -2.530379e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94250 members 
Mstep: Class 2 contains 85477 members 
Entering Unmasked Estep 
Score: -25303798.000000 Penalty: 6001.200684
	Iteration 222Q: 3 clusters Score -2.53038e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94261 members 
Mstep: Class 2 contains 85466 members 
Entering Unmasked Estep 
Score: -25303812.000000 Penalty: 6001.200684
	Iteration 223Q: 3 clusters Score -2.530381e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94274 members 
Mstep: Class 2 contains 85453 members 
Entering Unmasked Estep 
Score: -25303844.000000 Penalty: 6001.200684
	Iteration 224Q: 3 clusters Score -2.530384e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94283 members 
Mstep: Class 2 contains 85444 members 
Entering Unmasked Estep 
Score: -25303832.000000 Penalty: 6001.200684
	Iteration 225Q: 3 clusters Score -2.530383e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94292 members 
Mstep: Class 2 contains 85435 members 
Entering Unmasked Estep 
Score: -25303822.000000 Penalty: 6001.200684
	Iteration 226Q: 3 clusters Score -2.530382e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94300 members 
Mstep: Class 2 contains 85427 members 
Entering Unmasked Estep 
Score: -25303800.000000 Penalty: 6001.200684
	Iteration 227Q: 3 clusters Score -2.53038e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94307 members 
Mstep: Class 2 contains 85420 members 
Entering Unmasked Estep 
Score: -25303798.000000 Penalty: 6001.200684
	Iteration 228Q: 3 clusters Score -2.53038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94311 members 
Mstep: Class 2 contains 85416 members 
Entering Unmasked Estep 
Score: -25303804.000000 Penalty: 6001.200684
	Iteration 229Q: 3 clusters Score -2.53038e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94312 members 
Mstep: Class 2 contains 85415 members 
Entering Unmasked Estep 
Score: -25303822.000000 Penalty: 6001.200684
	Iteration 230Q: 3 clusters Score -2.530382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94312 members 
Mstep: Class 2 contains 85415 members 
Entering Unmasked Estep 
Score: -25303830.000000 Penalty: 6001.200684
	Iteration 231Q: 3 clusters Score -2.530383e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94314 members 
Mstep: Class 2 contains 85413 members 
Entering Unmasked Estep 
Score: -25303852.000000 Penalty: 6001.200684
	Iteration 232Q: 3 clusters Score -2.530385e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94323 members 
Mstep: Class 2 contains 85404 members 
Entering Unmasked Estep 
Score: -25303832.000000 Penalty: 6001.200684
	Iteration 233Q: 3 clusters Score -2.530383e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94336 members 
Mstep: Class 2 contains 85391 members 
Entering Unmasked Estep 
Score: -25303828.000000 Penalty: 6001.200684
	Iteration 234Q: 3 clusters Score -2.530383e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94344 members 
Mstep: Class 2 contains 85383 members 
Entering Unmasked Estep 
Score: -25303828.000000 Penalty: 6001.200684
	Iteration 235Q: 3 clusters Score -2.530383e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94349 members 
Mstep: Class 2 contains 85378 members 
Entering Unmasked Estep 
Score: -25303838.000000 Penalty: 6001.200684
	Iteration 236Q: 3 clusters Score -2.530384e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94362 members 
Mstep: Class 2 contains 85365 members 
Entering Unmasked Estep 
Score: -25303824.000000 Penalty: 6001.200684
	Iteration 237Q: 3 clusters Score -2.530382e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94377 members 
Mstep: Class 2 contains 85350 members 
Entering Unmasked Estep 
Score: -25303842.000000 Penalty: 6001.200684
	Iteration 238Q: 3 clusters Score -2.530384e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94392 members 
Mstep: Class 2 contains 85335 members 
Entering Unmasked Estep 
Score: -25303858.000000 Penalty: 6001.200684
	Iteration 239Q: 3 clusters Score -2.530386e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94396 members 
Mstep: Class 2 contains 85331 members 
Entering Unmasked Estep 
Score: -25303852.000000 Penalty: 6001.200684
	Iteration 240F: 3 clusters Score -2.530385e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94405 members 
Mstep: Class 2 contains 85322 members 
Entering Unmasked Estep 
Score: -25303864.000000 Penalty: 6001.200684
	Iteration 241Q: 3 clusters Score -2.530386e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94426 members 
Mstep: Class 2 contains 85301 members 
Entering Unmasked Estep 
Score: -25303868.000000 Penalty: 6001.200684
	Iteration 242Q: 3 clusters Score -2.530387e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94441 members 
Mstep: Class 2 contains 85286 members 
Entering Unmasked Estep 
Score: -25303852.000000 Penalty: 6001.200684
	Iteration 243Q: 3 clusters Score -2.530385e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94440 members 
Mstep: Class 2 contains 85287 members 
Entering Unmasked Estep 
Score: -25303844.000000 Penalty: 6001.200684
	Iteration 244Q: 3 clusters Score -2.530384e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94437 members 
Mstep: Class 2 contains 85290 members 
Entering Unmasked Estep 
Score: -25303862.000000 Penalty: 6001.200684
	Iteration 245Q: 3 clusters Score -2.530386e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94444 members 
Mstep: Class 2 contains 85283 members 
Entering Unmasked Estep 
Score: -25303864.000000 Penalty: 6001.200684
	Iteration 246Q: 3 clusters Score -2.530386e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94444 members 
Mstep: Class 2 contains 85283 members 
Entering Unmasked Estep 
Score: -25303828.000000 Penalty: 6001.200684
	Iteration 247Q: 3 clusters Score -2.530383e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94455 members 
Mstep: Class 2 contains 85272 members 
Entering Unmasked Estep 
Score: -25303852.000000 Penalty: 6001.200684
	Iteration 248Q: 3 clusters Score -2.530385e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94459 members 
Mstep: Class 2 contains 85268 members 
Entering Unmasked Estep 
Score: -25303828.000000 Penalty: 6001.200684
	Iteration 249Q: 3 clusters Score -2.530383e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94461 members 
Mstep: Class 2 contains 85266 members 
Entering Unmasked Estep 
Score: -25303834.000000 Penalty: 6001.200684
	Iteration 250Q: 3 clusters Score -2.530383e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94462 members 
Mstep: Class 2 contains 85265 members 
Entering Unmasked Estep 
Score: -25303854.000000 Penalty: 6001.200684
	Iteration 251Q: 3 clusters Score -2.530385e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94463 members 
Mstep: Class 2 contains 85264 members 
Entering Unmasked Estep 
Score: -25303848.000000 Penalty: 6001.200684
	Iteration 252Q: 3 clusters Score -2.530385e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94466 members 
Mstep: Class 2 contains 85261 members 
Entering Unmasked Estep 
Score: -25303846.000000 Penalty: 6001.200684
	Iteration 253Q: 3 clusters Score -2.530385e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94468 members 
Mstep: Class 2 contains 85259 members 
Entering Unmasked Estep 
Score: -25303826.000000 Penalty: 6001.200684
	Iteration 254Q: 3 clusters Score -2.530383e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94470 members 
Mstep: Class 2 contains 85257 members 
Entering Unmasked Estep 
Score: -25303860.000000 Penalty: 6001.200684
	Iteration 255Q: 3 clusters Score -2.530386e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94470 members 
Mstep: Class 2 contains 85257 members 
Entering Unmasked Estep 
Score: -25303834.000000 Penalty: 6001.200684
	Iteration 256Q: 3 clusters Score -2.530383e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94482 members 
Mstep: Class 2 contains 85245 members 
Entering Unmasked Estep 
Score: -25303824.000000 Penalty: 6001.200684
	Iteration 257Q: 3 clusters Score -2.530382e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94484 members 
Mstep: Class 2 contains 85243 members 
Entering Unmasked Estep 
Score: -25303848.000000 Penalty: 6001.200684
	Iteration 258Q: 3 clusters Score -2.530385e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94487 members 
Mstep: Class 2 contains 85240 members 
Entering Unmasked Estep 
Score: -25303830.000000 Penalty: 6001.200684
	Iteration 259Q: 3 clusters Score -2.530383e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94501 members 
Mstep: Class 2 contains 85226 members 
Entering Unmasked Estep 
Score: -25303856.000000 Penalty: 6001.200684
	Iteration 260F: 3 clusters Score -2.530386e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94505 members 
Mstep: Class 2 contains 85222 members 
Entering Unmasked Estep 
Score: -25303854.000000 Penalty: 6001.200684
	Iteration 261Q: 3 clusters Score -2.530385e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94519 members 
Mstep: Class 2 contains 85208 members 
Entering Unmasked Estep 
Score: -25303868.000000 Penalty: 6001.200684
	Iteration 262Q: 3 clusters Score -2.530387e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94528 members 
Mstep: Class 2 contains 85199 members 
Entering Unmasked Estep 
Score: -25303860.000000 Penalty: 6001.200684
	Iteration 263Q: 3 clusters Score -2.530386e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94532 members 
Mstep: Class 2 contains 85195 members 
Entering Unmasked Estep 
Score: -25303858.000000 Penalty: 6001.200684
	Iteration 264Q: 3 clusters Score -2.530386e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94536 members 
Mstep: Class 2 contains 85191 members 
Entering Unmasked Estep 
Score: -25303872.000000 Penalty: 6001.200684
	Iteration 265Q: 3 clusters Score -2.530387e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94547 members 
Mstep: Class 2 contains 85180 members 
Entering Unmasked Estep 
Score: -25303858.000000 Penalty: 6001.200684
	Iteration 266Q: 3 clusters Score -2.530386e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94556 members 
Mstep: Class 2 contains 85171 members 
Entering Unmasked Estep 
Score: -25303862.000000 Penalty: 6001.200684
	Iteration 267Q: 3 clusters Score -2.530386e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94559 members 
Mstep: Class 2 contains 85168 members 
Entering Unmasked Estep 
Score: -25303864.000000 Penalty: 6001.200684
	Iteration 268Q: 3 clusters Score -2.530386e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94562 members 
Mstep: Class 2 contains 85165 members 
Entering Unmasked Estep 
Score: -25303848.000000 Penalty: 6001.200684
	Iteration 269Q: 3 clusters Score -2.530385e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94564 members 
Mstep: Class 2 contains 85163 members 
Entering Unmasked Estep 
Score: -25303836.000000 Penalty: 6001.200684
	Iteration 270Q: 3 clusters Score -2.530384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94566 members 
Mstep: Class 2 contains 85161 members 
Entering Unmasked Estep 
Score: -25303848.000000 Penalty: 6001.200684
	Iteration 271Q: 3 clusters Score -2.530385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94564 members 
Mstep: Class 2 contains 85163 members 
Entering Unmasked Estep 
Score: -25303862.000000 Penalty: 6001.200684
	Iteration 272Q: 3 clusters Score -2.530386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94562 members 
Mstep: Class 2 contains 85165 members 
Entering Unmasked Estep 
Score: -25303872.000000 Penalty: 6001.200684
	Iteration 273Q: 3 clusters Score -2.530387e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94561 members 
Mstep: Class 2 contains 85166 members 
Entering Unmasked Estep 
Score: -25303856.000000 Penalty: 6001.200684
	Iteration 274Q: 3 clusters Score -2.530386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94563 members 
Mstep: Class 2 contains 85164 members 
Entering Unmasked Estep 
Score: -25303858.000000 Penalty: 6001.200684
	Iteration 275Q: 3 clusters Score -2.530386e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94567 members 
Mstep: Class 2 contains 85160 members 
Entering Unmasked Estep 
Score: -25303866.000000 Penalty: 6001.200684
	Iteration 276Q: 3 clusters Score -2.530387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94568 members 
Mstep: Class 2 contains 85159 members 
Entering Unmasked Estep 
Score: -25303860.000000 Penalty: 6001.200684
	Iteration 277Q: 3 clusters Score -2.530386e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94570 members 
Mstep: Class 2 contains 85157 members 
Entering Unmasked Estep 
Score: -25303870.000000 Penalty: 6001.200684
	Iteration 278Q: 3 clusters Score -2.530387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94572 members 
Mstep: Class 2 contains 85155 members 
Entering Unmasked Estep 
Score: -25303862.000000 Penalty: 6001.200684
	Iteration 279Q: 3 clusters Score -2.530386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94574 members 
Mstep: Class 2 contains 85153 members 
Entering Unmasked Estep 
Score: -25303854.000000 Penalty: 6001.200684
	Iteration 280F: 3 clusters Score -2.530385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94577 members 
Mstep: Class 2 contains 85150 members 
Entering Unmasked Estep 
Score: -25303852.000000 Penalty: 6001.200684
	Iteration 281Q: 3 clusters Score -2.530385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94580 members 
Mstep: Class 2 contains 85147 members 
Entering Unmasked Estep 
Score: -25303860.000000 Penalty: 6001.200684
	Iteration 282Q: 3 clusters Score -2.530386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94581 members 
Mstep: Class 2 contains 85146 members 
Entering Unmasked Estep 
Score: -25303846.000000 Penalty: 6001.200684
	Iteration 283Q: 3 clusters Score -2.530385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94584 members 
Mstep: Class 2 contains 85143 members 
Entering Unmasked Estep 
Score: -25303852.000000 Penalty: 6001.200684
	Iteration 284Q: 3 clusters Score -2.530385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94585 members 
Mstep: Class 2 contains 85142 members 
Entering Unmasked Estep 
Score: -25303858.000000 Penalty: 6001.200684
	Iteration 285Q: 3 clusters Score -2.530386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94586 members 
Mstep: Class 2 contains 85141 members 
Entering Unmasked Estep 
Score: -25303860.000000 Penalty: 6001.200684
	Iteration 286Q: 3 clusters Score -2.530386e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94586 members 
Mstep: Class 2 contains 85141 members 
Entering Unmasked Estep 
Score: -25303860.000000 Penalty: 6001.200684
	Iteration 287F: 3 clusters Score -2.530386e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -293517.968750 Penalty: 1900.757935
	Iteration 0F: 2 clusters Score -293518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -290797.062500 Penalty: 3801.515869
	Iteration 0F: 3 clusters Score -290797.1 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -291258.625000 Penalty: 3801.515869
	Iteration 1F: 3 clusters Score -291258.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -291391.656250 Penalty: 3801.515869
	Iteration 2F: 3 clusters Score -291391.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -291482.156250 Penalty: 3801.515869
	Iteration 3F: 3 clusters Score -291482.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -291540.343750 Penalty: 3801.515869
	Iteration 4Q: 3 clusters Score -291540.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -291593.562500 Penalty: 3801.515869
	Iteration 5Q: 3 clusters Score -291593.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -291632.500000 Penalty: 3801.515869
	Iteration 6Q: 3 clusters Score -291632.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -291663.500000 Penalty: 3801.515869
	Iteration 7Q: 3 clusters Score -291663.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -291686.000000 Penalty: 3801.515869
	Iteration 8Q: 3 clusters Score -291686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -291703.906250 Penalty: 3801.515869
	Iteration 9Q: 3 clusters Score -291703.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -291721.875000 Penalty: 3801.515869
	Iteration 10Q: 3 clusters Score -291721.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -291733.687500 Penalty: 3801.515869
	Iteration 11Q: 3 clusters Score -291733.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -291742.281250 Penalty: 3801.515869
	Iteration 12Q: 3 clusters Score -291742.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -291749.937500 Penalty: 3801.515869
	Iteration 13Q: 3 clusters Score -291749.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -291753.000000 Penalty: 3801.515869
	Iteration 14Q: 3 clusters Score -291753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -291754.812500 Penalty: 3801.515869
	Iteration 15Q: 3 clusters Score -291754.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -291755.656250 Penalty: 3801.515869
	Iteration 16Q: 3 clusters Score -291755.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -291758.093750 Penalty: 3801.515869
	Iteration 17Q: 3 clusters Score -291758.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -291761.062500 Penalty: 3801.515869
	Iteration 18Q: 3 clusters Score -291761.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -291763.343750 Penalty: 3801.515869
	Iteration 19Q: 3 clusters Score -291763.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -291771.968750 Penalty: 3801.515869
	Iteration 20F: 3 clusters Score -291772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -291779.406250 Penalty: 3801.515869
	Iteration 21Q: 3 clusters Score -291779.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -291782.250000 Penalty: 3801.515869
	Iteration 22Q: 3 clusters Score -291782.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -291785.125000 Penalty: 3801.515869
	Iteration 23Q: 3 clusters Score -291785.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -291788.000000 Penalty: 3801.515869
	Iteration 24Q: 3 clusters Score -291788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -291789.781250 Penalty: 3801.515869
	Iteration 25Q: 3 clusters Score -291789.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -291792.187500 Penalty: 3801.515869
	Iteration 26Q: 3 clusters Score -291792.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -291792.187500 Penalty: 3801.515869
	Iteration 27F: 3 clusters Score -291792.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -81267.898438 Penalty: 1583.946045
	Iteration 0F: 2 clusters Score -81267.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -79654.078125 Penalty: 3167.892090
	Iteration 0F: 3 clusters Score -79654.08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -79855.289062 Penalty: 3167.892090
	Iteration 1F: 3 clusters Score -79855.29 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -79919.195312 Penalty: 3167.892090
	Iteration 2F: 3 clusters Score -79919.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -79938.695312 Penalty: 3167.892090
	Iteration 3Q: 3 clusters Score -79938.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -79949.054688 Penalty: 3167.892090
	Iteration 4Q: 3 clusters Score -79949.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -79950.867188 Penalty: 3167.892090
	Iteration 5Q: 3 clusters Score -79950.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -79950.867188 Penalty: 3167.892090
	Iteration 6F: 3 clusters Score -79950.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Entering Unmasked Estep 
Score: -477008.281250 Penalty: 2025.432983
	Iteration 0F: 2 clusters Score -477008.3 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 1773 members 
Entering Unmasked Estep 
Score: -473431.218750 Penalty: 4050.865967
	Iteration 0F: 3 clusters Score -473431.2 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -474203.718750 Penalty: 4050.865967
	Iteration 1F: 3 clusters Score -474203.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -474353.437500 Penalty: 4050.865967
	Iteration 2F: 3 clusters Score -474353.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -474459.218750 Penalty: 4050.865967
	Iteration 3Q: 3 clusters Score -474459.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -474530.375000 Penalty: 4050.865967
	Iteration 4Q: 3 clusters Score -474530.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -474596.406250 Penalty: 4050.865967
	Iteration 5Q: 3 clusters Score -474596.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -474646.562500 Penalty: 4050.865967
	Iteration 6Q: 3 clusters Score -474646.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -474691.281250 Penalty: 4050.865967
	Iteration 7Q: 3 clusters Score -474691.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -474726.562500 Penalty: 4050.865967
	Iteration 8Q: 3 clusters Score -474726.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -474753.875000 Penalty: 4050.865967
	Iteration 9Q: 3 clusters Score -474753.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -474775.156250 Penalty: 4050.865967
	Iteration 10Q: 3 clusters Score -474775.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -474800.531250 Penalty: 4050.865967
	Iteration 11Q: 3 clusters Score -474800.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -474820.062500 Penalty: 4050.865967
	Iteration 12Q: 3 clusters Score -474820.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -474835.343750 Penalty: 4050.865967
	Iteration 13Q: 3 clusters Score -474835.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -474847.281250 Penalty: 4050.865967
	Iteration 14Q: 3 clusters Score -474847.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -474857.375000 Penalty: 4050.865967
	Iteration 15Q: 3 clusters Score -474857.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -474866.062500 Penalty: 4050.865967
	Iteration 16Q: 3 clusters Score -474866.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -474872.656250 Penalty: 4050.865967
	Iteration 17Q: 3 clusters Score -474872.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -474882.156250 Penalty: 4050.865967
	Iteration 18Q: 3 clusters Score -474882.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -474892.875000 Penalty: 4050.865967
	Iteration 19Q: 3 clusters Score -474892.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -474905.093750 Penalty: 4050.865967
	Iteration 20F: 3 clusters Score -474905.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -474917.531250 Penalty: 4050.865967
	Iteration 21Q: 3 clusters Score -474917.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -474928.781250 Penalty: 4050.865967
	Iteration 22Q: 3 clusters Score -474928.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -474937.218750 Penalty: 4050.865967
	Iteration 23Q: 3 clusters Score -474937.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -474945.437500 Penalty: 4050.865967
	Iteration 24Q: 3 clusters Score -474945.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -474951.500000 Penalty: 4050.865967
	Iteration 25Q: 3 clusters Score -474951.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -474958.937500 Penalty: 4050.865967
	Iteration 26Q: 3 clusters Score -474958.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -474965.562500 Penalty: 4050.865967
	Iteration 27Q: 3 clusters Score -474965.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -474974.000000 Penalty: 4050.865967
	Iteration 28Q: 3 clusters Score -474974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -474982.500000 Penalty: 4050.865967
	Iteration 29Q: 3 clusters Score -474982.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -474993.125000 Penalty: 4050.865967
	Iteration 30Q: 3 clusters Score -474993.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -475002.156250 Penalty: 4050.865967
	Iteration 31Q: 3 clusters Score -475002.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -475016.343750 Penalty: 4050.865967
	Iteration 32Q: 3 clusters Score -475016.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -475036.812500 Penalty: 4050.865967
	Iteration 33Q: 3 clusters Score -475036.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -475057.156250 Penalty: 4050.865967
	Iteration 34Q: 3 clusters Score -475057.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -475075.593750 Penalty: 4050.865967
	Iteration 35Q: 3 clusters Score -475075.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -475092.125000 Penalty: 4050.865967
	Iteration 36Q: 3 clusters Score -475092.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -475106.625000 Penalty: 4050.865967
	Iteration 37Q: 3 clusters Score -475106.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -475116.250000 Penalty: 4050.865967
	Iteration 38Q: 3 clusters Score -475116.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -475125.562500 Penalty: 4050.865967
	Iteration 39Q: 3 clusters Score -475125.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -475137.718750 Penalty: 4050.865967
	Iteration 40F: 3 clusters Score -475137.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -475153.656250 Penalty: 4050.865967
	Iteration 41Q: 3 clusters Score -475153.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -475169.937500 Penalty: 4050.865967
	Iteration 42Q: 3 clusters Score -475169.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -475184.843750 Penalty: 4050.865967
	Iteration 43Q: 3 clusters Score -475184.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -475201.687500 Penalty: 4050.865967
	Iteration 44Q: 3 clusters Score -475201.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -475224.437500 Penalty: 4050.865967
	Iteration 45Q: 3 clusters Score -475224.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -475252.437500 Penalty: 4050.865967
	Iteration 46Q: 3 clusters Score -475252.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -475277.093750 Penalty: 4050.865967
	Iteration 47Q: 3 clusters Score -475277.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -475298.437500 Penalty: 4050.865967
	Iteration 48Q: 3 clusters Score -475298.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -475323.406250 Penalty: 4050.865967
	Iteration 49Q: 3 clusters Score -475323.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -475345.843750 Penalty: 4050.865967
	Iteration 50Q: 3 clusters Score -475345.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -475365.906250 Penalty: 4050.865967
	Iteration 51Q: 3 clusters Score -475365.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -475397.281250 Penalty: 4050.865967
	Iteration 52Q: 3 clusters Score -475397.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -475442.250000 Penalty: 4050.865967
	Iteration 53Q: 3 clusters Score -475442.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -475482.375000 Penalty: 4050.865967
	Iteration 54Q: 3 clusters Score -475482.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -475523.718750 Penalty: 4050.865967
	Iteration 55Q: 3 clusters Score -475523.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -475589.656250 Penalty: 4050.865967
	Iteration 56Q: 3 clusters Score -475589.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -475645.687500 Penalty: 4050.865967
	Iteration 57Q: 3 clusters Score -475645.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -475705.562500 Penalty: 4050.865967
	Iteration 58Q: 3 clusters Score -475705.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -475777.406250 Penalty: 4050.865967
	Iteration 59Q: 3 clusters Score -475777.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -475842.000000 Penalty: 4050.865967
	Iteration 60F: 3 clusters Score -475842 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -475894.031250 Penalty: 4050.865967
	Iteration 61Q: 3 clusters Score -475894 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -475933.562500 Penalty: 4050.865967
	Iteration 62Q: 3 clusters Score -475933.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -475962.625000 Penalty: 4050.865967
	Iteration 63Q: 3 clusters Score -475962.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -475983.218750 Penalty: 4050.865967
	Iteration 64Q: 3 clusters Score -475983.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -475999.125000 Penalty: 4050.865967
	Iteration 65Q: 3 clusters Score -475999.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -476009.718750 Penalty: 4050.865967
	Iteration 66Q: 3 clusters Score -476009.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -476018.843750 Penalty: 4050.865967
	Iteration 67Q: 3 clusters Score -476018.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -476024.156250 Penalty: 4050.865967
	Iteration 68Q: 3 clusters Score -476024.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -476027.156250 Penalty: 4050.865967
	Iteration 69Q: 3 clusters Score -476027.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -476031.031250 Penalty: 4050.865967
	Iteration 70Q: 3 clusters Score -476031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -476032.062500 Penalty: 4050.865967
	Iteration 71Q: 3 clusters Score -476032.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -476032.500000 Penalty: 4050.865967
	Iteration 72Q: 3 clusters Score -476032.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -476035.281250 Penalty: 4050.865967
	Iteration 73Q: 3 clusters Score -476035.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -476036.343750 Penalty: 4050.865967
	Iteration 74Q: 3 clusters Score -476036.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -476038.375000 Penalty: 4050.865967
	Iteration 75Q: 3 clusters Score -476038.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -476040.906250 Penalty: 4050.865967
	Iteration 76Q: 3 clusters Score -476040.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -476042.156250 Penalty: 4050.865967
	Iteration 77Q: 3 clusters Score -476042.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -476044.437500 Penalty: 4050.865967
	Iteration 78Q: 3 clusters Score -476044.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -476046.468750 Penalty: 4050.865967
	Iteration 79Q: 3 clusters Score -476046.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -476049.468750 Penalty: 4050.865967
	Iteration 80F: 3 clusters Score -476049.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -476050.875000 Penalty: 4050.865967
	Iteration 81Q: 3 clusters Score -476050.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -476053.406250 Penalty: 4050.865967
	Iteration 82Q: 3 clusters Score -476053.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -476053.687500 Penalty: 4050.865967
	Iteration 83Q: 3 clusters Score -476053.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -476053.687500 Penalty: 4050.865967
	Iteration 84F: 3 clusters Score -476053.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (95 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Entering Unmasked Estep 
Score: -9003.604492 Penalty: 1129.361450
	Iteration 0F: 2 clusters Score -9003.604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -8279.615234 Penalty: 2258.722900
	Iteration 0F: 3 clusters Score -8279.615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -8292.816406 Penalty: 2258.722900
	Iteration 1Q: 3 clusters Score -8292.816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -8292.816406 Penalty: 2258.722900
	Iteration 2F: 3 clusters Score -8292.816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -24767.232422 Penalty: 1346.477661
	Iteration 0F: 2 clusters Score -24767.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -23612.923828 Penalty: 2692.955322
	Iteration 0F: 3 clusters Score -23612.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -23716.986328 Penalty: 2692.955322
	Iteration 1F: 3 clusters Score -23716.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -23758.111328 Penalty: 2692.955322
	Iteration 2Q: 3 clusters Score -23758.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -23786.552734 Penalty: 2692.955322
	Iteration 3Q: 3 clusters Score -23786.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -23792.568359 Penalty: 2692.955322
	Iteration 4Q: 3 clusters Score -23792.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -23792.568359 Penalty: 2692.955322
	Iteration 5F: 3 clusters Score -23792.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -33150.343750 Penalty: 1423.468628
	Iteration 0F: 2 clusters Score -33150.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -31994.638672 Penalty: 2846.937256
	Iteration 0F: 3 clusters Score -31994.64 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -32248.039062 Penalty: 2846.937256
	Iteration 1F: 3 clusters Score -32248.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -32525.652344 Penalty: 2846.937256
	Iteration 2F: 3 clusters Score -32525.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -32717.054688 Penalty: 2846.937256
	Iteration 3F: 3 clusters Score -32717.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -32872.507812 Penalty: 2846.937256
	Iteration 4Q: 3 clusters Score -32872.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -32989.773438 Penalty: 2846.937256
	Iteration 5Q: 3 clusters Score -32989.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -33025.148438 Penalty: 2846.937256
	Iteration 6Q: 3 clusters Score -33025.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -33037.070312 Penalty: 2846.937256
	Iteration 7Q: 3 clusters Score -33037.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -33037.070312 Penalty: 2846.937256
	Iteration 8F: 3 clusters Score -33037.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -59295.281250 Penalty: 1553.322754
	Iteration 0F: 2 clusters Score -59295.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -57799.652344 Penalty: 3106.645508
	Iteration 0F: 3 clusters Score -57799.65 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -58164.960938 Penalty: 3106.645508
	Iteration 1F: 3 clusters Score -58164.96 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -58345.402344 Penalty: 3106.645508
	Iteration 2F: 3 clusters Score -58345.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -58581.238281 Penalty: 3106.645508
	Iteration 3F: 3 clusters Score -58581.24 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -58770.906250 Penalty: 3106.645508
	Iteration 4F: 3 clusters Score -58770.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -59069.167969 Penalty: 3106.645508
	Iteration 5Q: 3 clusters Score -59069.17 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -59214.738281 Penalty: 3106.645508
	Iteration 6F: 3 clusters Score -59214.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -59283.597656 Penalty: 3106.645508
	Iteration 7Q: 3 clusters Score -59283.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -59306.230469 Penalty: 3106.645508
	Iteration 8Q: 3 clusters Score -59306.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -59345.464844 Penalty: 3106.645508
	Iteration 9Q: 3 clusters Score -59345.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -59355.300781 Penalty: 3106.645508
	Iteration 10Q: 3 clusters Score -59355.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -59362.667969 Penalty: 3106.645508
	Iteration 11Q: 3 clusters Score -59362.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -59365.125000 Penalty: 3106.645508
	Iteration 12Q: 3 clusters Score -59365.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -59365.125000 Penalty: 3106.645508
	Iteration 13F: 3 clusters Score -59365.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 65167 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 171161 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 30695 members 
Mstep: Class 8 contains 138381 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 153599 members 
Mstep: Class 11 contains 6365 members 
Mstep: Class 12 contains 131063 members 
Mstep: Class 13 contains 17317 members 
Mstep: Class 14 contains 16798 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32911 members 
Mstep: Class 17 contains 3549 members 
Mstep: Class 18 contains 179727 members 
Mstep: Class 19 contains 2131 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3523 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 398 members 
Mstep: Class 26 contains 127 members 
Entering Unmasked Estep 
Score: -132672536.000000 Penalty: 88826.445312
Splitting cluster 25 changes total score from -132675168.000000 to -132672536.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 65167 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 171161 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 30695 members 
Mstep: Class 8 contains 138381 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 153599 members 
Mstep: Class 11 contains 6365 members 
Mstep: Class 12 contains 131063 members 
Mstep: Class 13 contains 17317 members 
Mstep: Class 14 contains 16798 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32911 members 
Mstep: Class 17 contains 3549 members 
Mstep: Class 18 contains 179727 members 
Mstep: Class 19 contains 2131 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3523 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132674824.000000 Penalty: 85410.039062
Iteration 279Q: 26 clusters Score -1.326748e+08 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 65249 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 171365 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 30780 members 
Mstep: Class 8 contains 138347 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 153277 members 
Mstep: Class 11 contains 6368 members 
Mstep: Class 12 contains 131027 members 
Mstep: Class 13 contains 17318 members 
Mstep: Class 14 contains 16765 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32960 members 
Mstep: Class 17 contains 3546 members 
Mstep: Class 18 contains 179731 members 
Mstep: Class 19 contains 2132 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3523 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132674752.000000 Penalty: 85410.039062
Iteration 280F: 26 clusters Score -1.326748e+08 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 65333 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 171091 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 30894 members 
Mstep: Class 8 contains 138423 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 153240 members 
Mstep: Class 11 contains 6372 members 
Mstep: Class 12 contains 131013 members 
Mstep: Class 13 contains 17328 members 
Mstep: Class 14 contains 16762 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32984 members 
Mstep: Class 17 contains 3546 members 
Mstep: Class 18 contains 179762 members 
Mstep: Class 19 contains 2133 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3508 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132674488.000000 Penalty: 85410.039062
Iteration 281Q: 26 clusters Score -1.326745e+08 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 65401 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 170296 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 30974 members 
Mstep: Class 8 contains 138603 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 153645 members 
Mstep: Class 11 contains 6379 members 
Mstep: Class 12 contains 131024 members 
Mstep: Class 13 contains 17326 members 
Mstep: Class 14 contains 16773 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32984 members 
Mstep: Class 17 contains 3549 members 
Mstep: Class 18 contains 179797 members 
Mstep: Class 19 contains 2131 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3507 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132674760.000000 Penalty: 85410.039062
Iteration 282Q: 26 clusters Score -1.326748e+08 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 65447 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 169118 members 
Mstep: Class 6 contains 3828 members 
Mstep: Class 7 contains 31019 members 
Mstep: Class 8 contains 138763 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 154481 members 
Mstep: Class 11 contains 6388 members 
Mstep: Class 12 contains 131060 members 
Mstep: Class 13 contains 17332 members 
Mstep: Class 14 contains 16786 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32946 members 
Mstep: Class 17 contains 3552 members 
Mstep: Class 18 contains 179870 members 
Mstep: Class 19 contains 2131 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3499 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132674848.000000 Penalty: 85410.039062
Iteration 283Q: 26 clusters Score -1.326748e+08 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 65454 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 167534 members 
Mstep: Class 6 contains 3827 members 
Mstep: Class 7 contains 31057 members 
Mstep: Class 8 contains 138911 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 155815 members 
Mstep: Class 11 contains 6389 members 
Mstep: Class 12 contains 131082 members 
Mstep: Class 13 contains 17334 members 
Mstep: Class 14 contains 16803 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32902 members 
Mstep: Class 17 contains 3549 members 
Mstep: Class 18 contains 179941 members 
Mstep: Class 19 contains 2133 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3490 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675176.000000 Penalty: 85410.039062
Iteration 284Q: 26 clusters Score -1.326752e+08 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 65441 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 165838 members 
Mstep: Class 6 contains 3826 members 
Mstep: Class 7 contains 31080 members 
Mstep: Class 8 contains 139037 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 157428 members 
Mstep: Class 11 contains 6392 members 
Mstep: Class 12 contains 131072 members 
Mstep: Class 13 contains 17327 members 
Mstep: Class 14 contains 16813 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32828 members 
Mstep: Class 17 contains 3550 members 
Mstep: Class 18 contains 179972 members 
Mstep: Class 19 contains 2134 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3483 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675616.000000 Penalty: 85410.039062
Iteration 285Q: 26 clusters Score -1.326756e+08 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 65443 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 164112 members 
Mstep: Class 6 contains 3827 members 
Mstep: Class 7 contains 31107 members 
Mstep: Class 8 contains 139132 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 159109 members 
Mstep: Class 11 contains 6392 members 
Mstep: Class 12 contains 131074 members 
Mstep: Class 13 contains 17322 members 
Mstep: Class 14 contains 16818 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32732 members 
Mstep: Class 17 contains 3549 members 
Mstep: Class 18 contains 179990 members 
Mstep: Class 19 contains 2137 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3477 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675384.000000 Penalty: 85410.039062
Iteration 286Q: 26 clusters Score -1.326754e+08 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 65478 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 162572 members 
Mstep: Class 6 contains 3828 members 
Mstep: Class 7 contains 31119 members 
Mstep: Class 8 contains 139100 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 160767 members 
Mstep: Class 11 contains 6388 members 
Mstep: Class 12 contains 131035 members 
Mstep: Class 13 contains 17316 members 
Mstep: Class 14 contains 16827 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32633 members 
Mstep: Class 17 contains 3546 members 
Mstep: Class 18 contains 179999 members 
Mstep: Class 19 contains 2138 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3475 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675448.000000 Penalty: 85410.039062
Iteration 287Q: 26 clusters Score -1.326754e+08 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 65517 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 160944 members 
Mstep: Class 6 contains 3827 members 
Mstep: Class 7 contains 31120 members 
Mstep: Class 8 contains 138973 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 162532 members 
Mstep: Class 11 contains 6386 members 
Mstep: Class 12 contains 131017 members 
Mstep: Class 13 contains 17315 members 
Mstep: Class 14 contains 16845 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32560 members 
Mstep: Class 17 contains 3534 members 
Mstep: Class 18 contains 180034 members 
Mstep: Class 19 contains 2138 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3478 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675440.000000 Penalty: 85410.039062
Iteration 288Q: 26 clusters Score -1.326754e+08 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 65569 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 159355 members 
Mstep: Class 6 contains 3827 members 
Mstep: Class 7 contains 31155 members 
Mstep: Class 8 contains 138737 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164291 members 
Mstep: Class 11 contains 6392 members 
Mstep: Class 12 contains 130990 members 
Mstep: Class 13 contains 17311 members 
Mstep: Class 14 contains 16864 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32507 members 
Mstep: Class 17 contains 3531 members 
Mstep: Class 18 contains 180069 members 
Mstep: Class 19 contains 2137 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3485 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675088.000000 Penalty: 85410.039062
Iteration 289Q: 26 clusters Score -1.326751e+08 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 65629 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 157814 members 
Mstep: Class 6 contains 3827 members 
Mstep: Class 7 contains 31186 members 
Mstep: Class 8 contains 138461 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 165978 members 
Mstep: Class 11 contains 6392 members 
Mstep: Class 12 contains 130986 members 
Mstep: Class 13 contains 17304 members 
Mstep: Class 14 contains 16874 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32483 members 
Mstep: Class 17 contains 3525 members 
Mstep: Class 18 contains 180132 members 
Mstep: Class 19 contains 2137 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3491 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132674512.000000 Penalty: 85410.039062
Iteration 290Q: 26 clusters Score -1.326745e+08 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 65697 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 156414 members 
Mstep: Class 6 contains 3827 members 
Mstep: Class 7 contains 31205 members 
Mstep: Class 8 contains 138078 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 167642 members 
Mstep: Class 11 contains 6394 members 
Mstep: Class 12 contains 130971 members 
Mstep: Class 13 contains 17309 members 
Mstep: Class 14 contains 16885 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32467 members 
Mstep: Class 17 contains 3518 members 
Mstep: Class 18 contains 180173 members 
Mstep: Class 19 contains 2137 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3500 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132673856.000000 Penalty: 85410.039062
Iteration 291Q: 26 clusters Score -1.326739e+08 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 65735 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 155017 members 
Mstep: Class 6 contains 3827 members 
Mstep: Class 7 contains 31234 members 
Mstep: Class 8 contains 137818 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 169102 members 
Mstep: Class 11 contains 6392 members 
Mstep: Class 12 contains 131004 members 
Mstep: Class 13 contains 17311 members 
Mstep: Class 14 contains 16885 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32474 members 
Mstep: Class 17 contains 3515 members 
Mstep: Class 18 contains 180260 members 
Mstep: Class 19 contains 2139 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3504 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132672800.000000 Penalty: 85410.039062
Iteration 292Q: 26 clusters Score -1.326728e+08 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 65771 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 153819 members 
Mstep: Class 6 contains 3829 members 
Mstep: Class 7 contains 31268 members 
Mstep: Class 8 contains 137553 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 170296 members 
Mstep: Class 11 contains 6401 members 
Mstep: Class 12 contains 131023 members 
Mstep: Class 13 contains 17313 members 
Mstep: Class 14 contains 16900 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32542 members 
Mstep: Class 17 contains 3514 members 
Mstep: Class 18 contains 180335 members 
Mstep: Class 19 contains 2142 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3511 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132671288.000000 Penalty: 85410.039062
Iteration 293Q: 26 clusters Score -1.326713e+08 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 65838 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 152786 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 31313 members 
Mstep: Class 8 contains 137401 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 171034 members 
Mstep: Class 11 contains 6408 members 
Mstep: Class 12 contains 131108 members 
Mstep: Class 13 contains 17319 members 
Mstep: Class 14 contains 16939 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32663 members 
Mstep: Class 17 contains 3510 members 
Mstep: Class 18 contains 180409 members 
Mstep: Class 19 contains 2139 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3517 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132670200.000000 Penalty: 85410.039062
Iteration 294Q: 26 clusters Score -1.326702e+08 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 65910 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 152120 members 
Mstep: Class 6 contains 3834 members 
Mstep: Class 7 contains 31356 members 
Mstep: Class 8 contains 137328 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 171259 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 131221 members 
Mstep: Class 13 contains 17320 members 
Mstep: Class 14 contains 16990 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32806 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 180484 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3529 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132669320.000000 Penalty: 85410.039062
Iteration 295Q: 26 clusters Score -1.326693e+08 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 66020 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 151637 members 
Mstep: Class 6 contains 3834 members 
Mstep: Class 7 contains 31364 members 
Mstep: Class 8 contains 137377 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 171183 members 
Mstep: Class 11 contains 6423 members 
Mstep: Class 12 contains 131328 members 
Mstep: Class 13 contains 17315 members 
Mstep: Class 14 contains 17040 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32968 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 180544 members 
Mstep: Class 19 contains 2139 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3538 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132669104.000000 Penalty: 85410.039062
Iteration 296Q: 26 clusters Score -1.326691e+08 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 66075 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 151311 members 
Mstep: Class 6 contains 3835 members 
Mstep: Class 7 contains 31363 members 
Mstep: Class 8 contains 137532 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 170924 members 
Mstep: Class 11 contains 6430 members 
Mstep: Class 12 contains 131466 members 
Mstep: Class 13 contains 17311 members 
Mstep: Class 14 contains 17078 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33129 members 
Mstep: Class 17 contains 3499 members 
Mstep: Class 18 contains 180579 members 
Mstep: Class 19 contains 2138 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3544 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132669280.000000 Penalty: 85410.039062
Iteration 297Q: 26 clusters Score -1.326693e+08 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 66106 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 151232 members 
Mstep: Class 6 contains 3836 members 
Mstep: Class 7 contains 31319 members 
Mstep: Class 8 contains 137705 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 170535 members 
Mstep: Class 11 contains 6434 members 
Mstep: Class 12 contains 131556 members 
Mstep: Class 13 contains 17306 members 
Mstep: Class 14 contains 17100 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33290 members 
Mstep: Class 17 contains 3492 members 
Mstep: Class 18 contains 180613 members 
Mstep: Class 19 contains 2136 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3554 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132669416.000000 Penalty: 85410.039062
Iteration 298Q: 26 clusters Score -1.326694e+08 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 66091 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 151319 members 
Mstep: Class 6 contains 3838 members 
Mstep: Class 7 contains 31254 members 
Mstep: Class 8 contains 137914 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 170063 members 
Mstep: Class 11 contains 6433 members 
Mstep: Class 12 contains 131622 members 
Mstep: Class 13 contains 17300 members 
Mstep: Class 14 contains 17112 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33420 members 
Mstep: Class 17 contains 3493 members 
Mstep: Class 18 contains 180665 members 
Mstep: Class 19 contains 2138 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3552 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132668976.000000 Penalty: 85410.039062
Iteration 299Q: 26 clusters Score -1.32669e+08 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 66057 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 151562 members 
Mstep: Class 6 contains 3840 members 
Mstep: Class 7 contains 31188 members 
Mstep: Class 8 contains 138141 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 169534 members 
Mstep: Class 11 contains 6439 members 
Mstep: Class 12 contains 131657 members 
Mstep: Class 13 contains 17294 members 
Mstep: Class 14 contains 17121 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33529 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 180668 members 
Mstep: Class 19 contains 2139 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3546 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132669312.000000 Penalty: 85410.039062
Iteration 300F: 26 clusters Score -1.326693e+08 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 66014 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 151925 members 
Mstep: Class 6 contains 3841 members 
Mstep: Class 7 contains 31115 members 
Mstep: Class 8 contains 138300 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 169009 members 
Mstep: Class 11 contains 6438 members 
Mstep: Class 12 contains 131682 members 
Mstep: Class 13 contains 17294 members 
Mstep: Class 14 contains 17136 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33625 members 
Mstep: Class 17 contains 3491 members 
Mstep: Class 18 contains 180655 members 
Mstep: Class 19 contains 2137 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3550 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132669560.000000 Penalty: 85410.039062
Iteration 301Q: 26 clusters Score -1.326696e+08 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 65950 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 152387 members 
Mstep: Class 6 contains 3841 members 
Mstep: Class 7 contains 31047 members 
Mstep: Class 8 contains 138432 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 168430 members 
Mstep: Class 11 contains 6436 members 
Mstep: Class 12 contains 131722 members 
Mstep: Class 13 contains 17292 members 
Mstep: Class 14 contains 17137 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33696 members 
Mstep: Class 17 contains 3493 members 
Mstep: Class 18 contains 180657 members 
Mstep: Class 19 contains 2137 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3555 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132669864.000000 Penalty: 85410.039062
Iteration 302Q: 26 clusters Score -1.326699e+08 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65873 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 152937 members 
Mstep: Class 6 contains 3840 members 
Mstep: Class 7 contains 30987 members 
Mstep: Class 8 contains 138538 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 167882 members 
Mstep: Class 11 contains 6436 members 
Mstep: Class 12 contains 131718 members 
Mstep: Class 13 contains 17290 members 
Mstep: Class 14 contains 17139 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33746 members 
Mstep: Class 17 contains 3491 members 
Mstep: Class 18 contains 180645 members 
Mstep: Class 19 contains 2138 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3553 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132670224.000000 Penalty: 85410.039062
Iteration 303Q: 26 clusters Score -1.326702e+08 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65777 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 153501 members 
Mstep: Class 6 contains 3840 members 
Mstep: Class 7 contains 30909 members 
Mstep: Class 8 contains 138647 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 167346 members 
Mstep: Class 11 contains 6432 members 
Mstep: Class 12 contains 131716 members 
Mstep: Class 13 contains 17288 members 
Mstep: Class 14 contains 17143 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33786 members 
Mstep: Class 17 contains 3495 members 
Mstep: Class 18 contains 180637 members 
Mstep: Class 19 contains 2138 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3558 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132670640.000000 Penalty: 85410.039062
Iteration 304Q: 26 clusters Score -1.326706e+08 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 65712 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 154072 members 
Mstep: Class 6 contains 3840 members 
Mstep: Class 7 contains 30832 members 
Mstep: Class 8 contains 138724 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 166879 members 
Mstep: Class 11 contains 6423 members 
Mstep: Class 12 contains 131708 members 
Mstep: Class 13 contains 17292 members 
Mstep: Class 14 contains 17138 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33800 members 
Mstep: Class 17 contains 3491 members 
Mstep: Class 18 contains 180603 members 
Mstep: Class 19 contains 2136 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3562 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132671024.000000 Penalty: 85410.039062
Iteration 305Q: 26 clusters Score -1.32671e+08 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 65638 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 154644 members 
Mstep: Class 6 contains 3840 members 
Mstep: Class 7 contains 30770 members 
Mstep: Class 8 contains 138789 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 166465 members 
Mstep: Class 11 contains 6416 members 
Mstep: Class 12 contains 131687 members 
Mstep: Class 13 contains 17293 members 
Mstep: Class 14 contains 17132 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33785 members 
Mstep: Class 17 contains 3488 members 
Mstep: Class 18 contains 180566 members 
Mstep: Class 19 contains 2134 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3565 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132671328.000000 Penalty: 85410.039062
Iteration 306Q: 26 clusters Score -1.326713e+08 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 65569 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 155311 members 
Mstep: Class 6 contains 3838 members 
Mstep: Class 7 contains 30714 members 
Mstep: Class 8 contains 138825 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 165995 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 131665 members 
Mstep: Class 13 contains 17292 members 
Mstep: Class 14 contains 17128 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33752 members 
Mstep: Class 17 contains 3487 members 
Mstep: Class 18 contains 180523 members 
Mstep: Class 19 contains 2133 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3567 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132671952.000000 Penalty: 85410.039062
Iteration 307Q: 26 clusters Score -1.32672e+08 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 65486 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 156176 members 
Mstep: Class 6 contains 3838 members 
Mstep: Class 7 contains 30665 members 
Mstep: Class 8 contains 138809 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 165397 members 
Mstep: Class 11 contains 6409 members 
Mstep: Class 12 contains 131645 members 
Mstep: Class 13 contains 17293 members 
Mstep: Class 14 contains 17122 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33695 members 
Mstep: Class 17 contains 3484 members 
Mstep: Class 18 contains 180495 members 
Mstep: Class 19 contains 2133 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3565 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132672504.000000 Penalty: 85410.039062
Iteration 308Q: 26 clusters Score -1.326725e+08 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 65398 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 157183 members 
Mstep: Class 6 contains 3837 members 
Mstep: Class 7 contains 30610 members 
Mstep: Class 8 contains 138764 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164736 members 
Mstep: Class 11 contains 6408 members 
Mstep: Class 12 contains 131639 members 
Mstep: Class 13 contains 17293 members 
Mstep: Class 14 contains 17123 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33597 members 
Mstep: Class 17 contains 3479 members 
Mstep: Class 18 contains 180455 members 
Mstep: Class 19 contains 2131 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3558 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132673032.000000 Penalty: 85410.039062
Iteration 309Q: 26 clusters Score -1.32673e+08 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 65321 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 158309 members 
Mstep: Class 6 contains 3837 members 
Mstep: Class 7 contains 30574 members 
Mstep: Class 8 contains 138721 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 163981 members 
Mstep: Class 11 contains 6405 members 
Mstep: Class 12 contains 131625 members 
Mstep: Class 13 contains 17290 members 
Mstep: Class 14 contains 17113 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33484 members 
Mstep: Class 17 contains 3477 members 
Mstep: Class 18 contains 180385 members 
Mstep: Class 19 contains 2131 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3559 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132673584.000000 Penalty: 85410.039062
Iteration 310Q: 26 clusters Score -1.326736e+08 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 65275 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 159468 members 
Mstep: Class 6 contains 3837 members 
Mstep: Class 7 contains 30533 members 
Mstep: Class 8 contains 138664 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 163181 members 
Mstep: Class 11 contains 6401 members 
Mstep: Class 12 contains 131586 members 
Mstep: Class 13 contains 17286 members 
Mstep: Class 14 contains 17100 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33384 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 180332 members 
Mstep: Class 19 contains 2131 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3562 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132674296.000000 Penalty: 85410.039062
Iteration 311Q: 26 clusters Score -1.326743e+08 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 65232 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 160784 members 
Mstep: Class 6 contains 3837 members 
Mstep: Class 7 contains 30508 members 
Mstep: Class 8 contains 138553 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 162277 members 
Mstep: Class 11 contains 6396 members 
Mstep: Class 12 contains 131528 members 
Mstep: Class 13 contains 17289 members 
Mstep: Class 14 contains 17090 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33290 members 
Mstep: Class 17 contains 3466 members 
Mstep: Class 18 contains 180268 members 
Mstep: Class 19 contains 2130 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132674912.000000 Penalty: 85410.039062
Iteration 312Q: 26 clusters Score -1.326749e+08 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 65183 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 162221 members 
Mstep: Class 6 contains 3835 members 
Mstep: Class 7 contains 30496 members 
Mstep: Class 8 contains 138391 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 161319 members 
Mstep: Class 11 contains 6393 members 
Mstep: Class 12 contains 131480 members 
Mstep: Class 13 contains 17292 members 
Mstep: Class 14 contains 17058 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33210 members 
Mstep: Class 17 contains 3460 members 
Mstep: Class 18 contains 180176 members 
Mstep: Class 19 contains 2131 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3567 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675608.000000 Penalty: 85410.039062
Iteration 313Q: 26 clusters Score -1.326756e+08 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 65167 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 163769 members 
Mstep: Class 6 contains 3835 members 
Mstep: Class 7 contains 30516 members 
Mstep: Class 8 contains 138210 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 160247 members 
Mstep: Class 11 contains 6394 members 
Mstep: Class 12 contains 131403 members 
Mstep: Class 13 contains 17292 members 
Mstep: Class 14 contains 17016 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33107 members 
Mstep: Class 17 contains 3456 members 
Mstep: Class 18 contains 180101 members 
Mstep: Class 19 contains 2131 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3568 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676216.000000 Penalty: 85410.039062
Iteration 314Q: 26 clusters Score -1.326762e+08 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 65164 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 165388 members 
Mstep: Class 6 contains 3835 members 
Mstep: Class 7 contains 30538 members 
Mstep: Class 8 contains 138012 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 159086 members 
Mstep: Class 11 contains 6397 members 
Mstep: Class 12 contains 131319 members 
Mstep: Class 13 contains 17295 members 
Mstep: Class 14 contains 16989 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32989 members 
Mstep: Class 17 contains 3453 members 
Mstep: Class 18 contains 180042 members 
Mstep: Class 19 contains 2131 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3574 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676536.000000 Penalty: 85410.039062
Iteration 315Q: 26 clusters Score -1.326765e+08 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 65184 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 166992 members 
Mstep: Class 6 contains 3834 members 
Mstep: Class 7 contains 30585 members 
Mstep: Class 8 contains 137799 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 157944 members 
Mstep: Class 11 contains 6397 members 
Mstep: Class 12 contains 131223 members 
Mstep: Class 13 contains 17301 members 
Mstep: Class 14 contains 16976 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32878 members 
Mstep: Class 17 contains 3453 members 
Mstep: Class 18 contains 179937 members 
Mstep: Class 19 contains 2131 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3578 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676520.000000 Penalty: 85410.039062
Iteration 316Q: 26 clusters Score -1.326765e+08 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 65211 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 168312 members 
Mstep: Class 6 contains 3834 members 
Mstep: Class 7 contains 30640 members 
Mstep: Class 8 contains 137596 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 156956 members 
Mstep: Class 11 contains 6389 members 
Mstep: Class 12 contains 131115 members 
Mstep: Class 13 contains 17301 members 
Mstep: Class 14 contains 16943 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32859 members 
Mstep: Class 17 contains 3454 members 
Mstep: Class 18 contains 179892 members 
Mstep: Class 19 contains 2131 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3579 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676592.000000 Penalty: 85410.039062
Iteration 317Q: 26 clusters Score -1.326766e+08 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 65230 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 169243 members 
Mstep: Class 6 contains 3834 members 
Mstep: Class 7 contains 30717 members 
Mstep: Class 8 contains 137477 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 156213 members 
Mstep: Class 11 contains 6389 members 
Mstep: Class 12 contains 131030 members 
Mstep: Class 13 contains 17304 members 
Mstep: Class 14 contains 16914 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32872 members 
Mstep: Class 17 contains 3453 members 
Mstep: Class 18 contains 179834 members 
Mstep: Class 19 contains 2131 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3571 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676240.000000 Penalty: 85410.039062
Iteration 318Q: 26 clusters Score -1.326762e+08 nChanged 5665
Entering ConstructFrom: 
Score: -132676240.000000 Penalty: 85410.039062
Entering ConstructFrom: 
Trying to split cluster 1 (990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Entering Unmasked Estep 
Score: -127083.718750 Penalty: 1710.630859
	Iteration 0F: 2 clusters Score -127083.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -125307.031250 Penalty: 3421.261719
	Iteration 0F: 3 clusters Score -125307 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -125866.039062 Penalty: 3421.261719
	Iteration 1F: 3 clusters Score -125866 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -126151.742188 Penalty: 3421.261719
	Iteration 2F: 3 clusters Score -126151.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -126379.890625 Penalty: 3421.261719
	Iteration 3F: 3 clusters Score -126379.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -126703.039062 Penalty: 3421.261719
	Iteration 4F: 3 clusters Score -126703 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -127074.531250 Penalty: 3421.261719
	Iteration 5F: 3 clusters Score -127074.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -127468.625000 Penalty: 3421.261719
	Iteration 6F: 3 clusters Score -127468.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -127817.171875 Penalty: 3421.261719
	Iteration 7F: 3 clusters Score -127817.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -127936.992188 Penalty: 3421.261719
	Iteration 8Q: 3 clusters Score -127937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -127988.023438 Penalty: 3421.261719
	Iteration 9Q: 3 clusters Score -127988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -128002.656250 Penalty: 3421.261719
	Iteration 10Q: 3 clusters Score -128002.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -128002.656250 Penalty: 3421.261719
	Iteration 11F: 3 clusters Score -128002.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 65266 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 169801 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 30824 members 
Mstep: Class 8 contains 137359 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 155743 members 
Mstep: Class 11 contains 6382 members 
Mstep: Class 12 contains 130993 members 
Mstep: Class 13 contains 17300 members 
Mstep: Class 14 contains 16886 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32920 members 
Mstep: Class 17 contains 3453 members 
Mstep: Class 18 contains 179770 members 
Mstep: Class 19 contains 2130 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3555 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Mstep: Class 26 contains 687 members 
Entering Unmasked Estep 
Score: -132674496.000000 Penalty: 88826.445312
Splitting cluster 1 changes total score from -132676240.000000 to -132674496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (65266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65266 members 
Entering Unmasked Estep 
Score: -9195678.000000 Penalty: 2749.384277
	Iteration 0F: 2 clusters Score -9195678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -9151742.000000 Penalty: 5498.768555
	Iteration 0F: 3 clusters Score -9151742 nChanged 30516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -9168889.000000 Penalty: 5498.768555
	Iteration 1F: 3 clusters Score -9168889 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33930 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -9169409.000000 Penalty: 5498.768555
	Iteration 2Q: 3 clusters Score -9169409 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -9170060.000000 Penalty: 5498.768555
	Iteration 3Q: 3 clusters Score -9170060 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -9170778.000000 Penalty: 5498.768555
	Iteration 4Q: 3 clusters Score -9170778 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -9171714.000000 Penalty: 5498.768555
	Iteration 5Q: 3 clusters Score -9171714 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
Score: -9172924.000000 Penalty: 5498.768555
	Iteration 6Q: 3 clusters Score -9172924 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -9174598.000000 Penalty: 5498.768555
	Iteration 7Q: 3 clusters Score -9174598 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43952 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -9176912.000000 Penalty: 5498.768555
	Iteration 8F: 3 clusters Score -9176912 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47472 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -9179703.000000 Penalty: 5498.768555
	Iteration 9F: 3 clusters Score -9179703 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51181 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -9182664.000000 Penalty: 5498.768555
	Iteration 10F: 3 clusters Score -9182664 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54765 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -9185619.000000 Penalty: 5498.768555
	Iteration 11F: 3 clusters Score -9185619 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57804 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -9188069.000000 Penalty: 5498.768555
	Iteration 12Q: 3 clusters Score -9188069 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60137 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -9189817.000000 Penalty: 5498.768555
	Iteration 13Q: 3 clusters Score -9189817 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61851 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -9191031.000000 Penalty: 5498.768555
	Iteration 14Q: 3 clusters Score -9191031 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63007 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -9191885.000000 Penalty: 5498.768555
	Iteration 15Q: 3 clusters Score -9191885 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63734 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -9192387.000000 Penalty: 5498.768555
	Iteration 16Q: 3 clusters Score -9192387 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64175 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -9192696.000000 Penalty: 5498.768555
	Iteration 17Q: 3 clusters Score -9192696 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64412 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -9192907.000000 Penalty: 5498.768555
	Iteration 18Q: 3 clusters Score -9192907 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64543 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -9193020.000000 Penalty: 5498.768555
	Iteration 19Q: 3 clusters Score -9193020 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64625 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -9193104.000000 Penalty: 5498.768555
	Iteration 20F: 3 clusters Score -9193104 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64690 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -9193167.000000 Penalty: 5498.768555
	Iteration 21Q: 3 clusters Score -9193167 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64712 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -9193185.000000 Penalty: 5498.768555
	Iteration 22Q: 3 clusters Score -9193185 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64728 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -9193196.000000 Penalty: 5498.768555
	Iteration 23Q: 3 clusters Score -9193196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64736 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -9193211.000000 Penalty: 5498.768555
	Iteration 24Q: 3 clusters Score -9193211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64742 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -9193211.000000 Penalty: 5498.768555
	Iteration 25Q: 3 clusters Score -9193211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64746 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -9193215.000000 Penalty: 5498.768555
	Iteration 26Q: 3 clusters Score -9193215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64752 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -9193224.000000 Penalty: 5498.768555
	Iteration 27Q: 3 clusters Score -9193224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64761 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -9193237.000000 Penalty: 5498.768555
	Iteration 28Q: 3 clusters Score -9193237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64771 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -9193249.000000 Penalty: 5498.768555
	Iteration 29Q: 3 clusters Score -9193249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64777 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -9193267.000000 Penalty: 5498.768555
	Iteration 30Q: 3 clusters Score -9193267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64784 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -9193269.000000 Penalty: 5498.768555
	Iteration 31Q: 3 clusters Score -9193269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64792 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -9193273.000000 Penalty: 5498.768555
	Iteration 32Q: 3 clusters Score -9193273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64792 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -9193273.000000 Penalty: 5498.768555
	Iteration 33Q: 3 clusters Score -9193273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64794 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -9193266.000000 Penalty: 5498.768555
	Iteration 34Q: 3 clusters Score -9193266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64795 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -9193275.000000 Penalty: 5498.768555
	Iteration 35Q: 3 clusters Score -9193275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64797 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -9193275.000000 Penalty: 5498.768555
	Iteration 36Q: 3 clusters Score -9193275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64799 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -9193278.000000 Penalty: 5498.768555
	Iteration 37Q: 3 clusters Score -9193278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64804 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9193282.000000 Penalty: 5498.768555
	Iteration 38Q: 3 clusters Score -9193282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64807 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -9193286.000000 Penalty: 5498.768555
	Iteration 39Q: 3 clusters Score -9193286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64808 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -9193289.000000 Penalty: 5498.768555
	Iteration 40F: 3 clusters Score -9193289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64808 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -9193287.000000 Penalty: 5498.768555
	Iteration 41Q: 3 clusters Score -9193287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64808 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -9193287.000000 Penalty: 5498.768555
	Iteration 42F: 3 clusters Score -9193287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -55556.515625 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -55556.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -54092.730469 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -54092.73 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -54402.496094 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -54402.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -54567.656250 Penalty: 3051.755371
	Iteration 2F: 3 clusters Score -54567.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -54963.855469 Penalty: 3051.755371
	Iteration 3F: 3 clusters Score -54963.86 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -55240.628906 Penalty: 3051.755371
	Iteration 4F: 3 clusters Score -55240.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -55438.542969 Penalty: 3051.755371
	Iteration 5Q: 3 clusters Score -55438.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -55461.484375 Penalty: 3051.755371
	Iteration 6Q: 3 clusters Score -55461.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -55474.515625 Penalty: 3051.755371
	Iteration 7Q: 3 clusters Score -55474.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -55478.171875 Penalty: 3051.755371
	Iteration 8Q: 3 clusters Score -55478.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -55478.171875 Penalty: 3051.755371
	Iteration 9F: 3 clusters Score -55478.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -68679.406250 Penalty: 1582.690308
	Iteration 0F: 2 clusters Score -68679.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -67083.328125 Penalty: 3165.380615
	Iteration 0F: 3 clusters Score -67083.33 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -67377.757812 Penalty: 3165.380615
	Iteration 1F: 3 clusters Score -67377.76 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -67557.460938 Penalty: 3165.380615
	Iteration 2F: 3 clusters Score -67557.46 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -67714.226562 Penalty: 3165.380615
	Iteration 3F: 3 clusters Score -67714.23 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -67924.242188 Penalty: 3165.380615
	Iteration 4F: 3 clusters Score -67924.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -68042.750000 Penalty: 3165.380615
	Iteration 5Q: 3 clusters Score -68042.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -68130.265625 Penalty: 3165.380615
	Iteration 6Q: 3 clusters Score -68130.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -68208.695312 Penalty: 3165.380615
	Iteration 7Q: 3 clusters Score -68208.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -68277.945312 Penalty: 3165.380615
	Iteration 8Q: 3 clusters Score -68277.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -68410.210938 Penalty: 3165.380615
	Iteration 9Q: 3 clusters Score -68410.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -68559.078125 Penalty: 3165.380615
	Iteration 10Q: 3 clusters Score -68559.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -68653.898438 Penalty: 3165.380615
	Iteration 11Q: 3 clusters Score -68653.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -68680.414062 Penalty: 3165.380615
	Iteration 12Q: 3 clusters Score -68680.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -68680.414062 Penalty: 3165.380615
	Iteration 13F: 3 clusters Score -68680.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 65266 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 169801 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 30824 members 
Mstep: Class 8 contains 137359 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 155743 members 
Mstep: Class 11 contains 6382 members 
Mstep: Class 12 contains 130993 members 
Mstep: Class 13 contains 17300 members 
Mstep: Class 14 contains 16886 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32920 members 
Mstep: Class 17 contains 3453 members 
Mstep: Class 18 contains 179770 members 
Mstep: Class 19 contains 2130 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3555 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Mstep: Class 26 contains 282 members 
Entering Unmasked Estep 
Score: -132673392.000000 Penalty: 88826.445312
Splitting cluster 4 changes total score from -132676240.000000 to -132673392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (169801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169801 members 
Entering Unmasked Estep 
Score: -23733148.000000 Penalty: 2986.510742
	Iteration 0F: 2 clusters Score -2.373315e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84405 members 
Mstep: Class 2 contains 85396 members 
Entering Unmasked Estep 
Score: -23625552.000000 Penalty: 5973.021484
	Iteration 0F: 3 clusters Score -2.362555e+07 nChanged 81601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75450 members 
Mstep: Class 2 contains 94351 members 
Entering Unmasked Estep 
Score: -23674228.000000 Penalty: 5973.021484
	Iteration 1F: 3 clusters Score -2.367423e+07 nChanged 7405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69925 members 
Mstep: Class 2 contains 99876 members 
Entering Unmasked Estep 
Score: -23677054.000000 Penalty: 5973.021484
	Iteration 2Q: 3 clusters Score -2.367705e+07 nChanged 9134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62061 members 
Mstep: Class 2 contains 107740 members 
Entering Unmasked Estep 
Score: -23681572.000000 Penalty: 5973.021484
	Iteration 3F: 3 clusters Score -2.368157e+07 nChanged 11106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51879 members 
Mstep: Class 2 contains 117922 members 
Entering Unmasked Estep 
Score: -23688262.000000 Penalty: 5973.021484
	Iteration 4F: 3 clusters Score -2.368826e+07 nChanged 12282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 129560 members 
Entering Unmasked Estep 
Score: -23696734.000000 Penalty: 5973.021484
	Iteration 5F: 3 clusters Score -2.369673e+07 nChanged 11958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 141162 members 
Entering Unmasked Estep 
Score: -23706404.000000 Penalty: 5973.021484
	Iteration 6F: 3 clusters Score -2.37064e+07 nChanged 10213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 151255 members 
Entering Unmasked Estep 
Score: -23715100.000000 Penalty: 5973.021484
	Iteration 7F: 3 clusters Score -2.37151e+07 nChanged 7765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 158982 members 
Entering Unmasked Estep 
Score: -23722908.000000 Penalty: 5973.021484
	Iteration 8Q: 3 clusters Score -2.372291e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 164013 members 
Entering Unmasked Estep 
Score: -23727100.000000 Penalty: 5973.021484
	Iteration 9Q: 3 clusters Score -2.37271e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 166699 members 
Entering Unmasked Estep 
Score: -23728752.000000 Penalty: 5973.021484
	Iteration 10Q: 3 clusters Score -2.372875e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 167946 members 
Entering Unmasked Estep 
Score: -23729538.000000 Penalty: 5973.021484
	Iteration 11Q: 3 clusters Score -2.372954e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 168548 members 
Entering Unmasked Estep 
Score: -23730034.000000 Penalty: 5973.021484
	Iteration 12Q: 3 clusters Score -2.373003e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 168820 members 
Entering Unmasked Estep 
Score: -23730206.000000 Penalty: 5973.021484
	Iteration 13Q: 3 clusters Score -2.373021e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 168960 members 
Entering Unmasked Estep 
Score: -23730296.000000 Penalty: 5973.021484
	Iteration 14Q: 3 clusters Score -2.37303e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 169035 members 
Entering Unmasked Estep 
Score: -23730364.000000 Penalty: 5973.021484
	Iteration 15Q: 3 clusters Score -2.373036e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 169091 members 
Entering Unmasked Estep 
Score: -23730434.000000 Penalty: 5973.021484
	Iteration 16Q: 3 clusters Score -2.373043e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 169119 members 
Entering Unmasked Estep 
Score: -23730500.000000 Penalty: 5973.021484
	Iteration 17Q: 3 clusters Score -2.37305e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 169148 members 
Entering Unmasked Estep 
Score: -23730542.000000 Penalty: 5973.021484
	Iteration 18Q: 3 clusters Score -2.373054e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 169170 members 
Entering Unmasked Estep 
Score: -23730570.000000 Penalty: 5973.021484
	Iteration 19Q: 3 clusters Score -2.373057e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 169176 members 
Entering Unmasked Estep 
Score: -23730570.000000 Penalty: 5973.021484
	Iteration 20F: 3 clusters Score -2.373057e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 169182 members 
Entering Unmasked Estep 
Score: -23730564.000000 Penalty: 5973.021484
	Iteration 21Q: 3 clusters Score -2.373056e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 169186 members 
Entering Unmasked Estep 
Score: -23730578.000000 Penalty: 5973.021484
	Iteration 22Q: 3 clusters Score -2.373058e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 169199 members 
Entering Unmasked Estep 
Score: -23730596.000000 Penalty: 5973.021484
	Iteration 23Q: 3 clusters Score -2.37306e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 169203 members 
Entering Unmasked Estep 
Score: -23730632.000000 Penalty: 5973.021484
	Iteration 24Q: 3 clusters Score -2.373063e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 169209 members 
Entering Unmasked Estep 
Score: -23730634.000000 Penalty: 5973.021484
	Iteration 25Q: 3 clusters Score -2.373063e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 169218 members 
Entering Unmasked Estep 
Score: -23730656.000000 Penalty: 5973.021484
	Iteration 26Q: 3 clusters Score -2.373066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 169223 members 
Entering Unmasked Estep 
Score: -23730650.000000 Penalty: 5973.021484
	Iteration 27Q: 3 clusters Score -2.373065e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 169224 members 
Entering Unmasked Estep 
Score: -23730658.000000 Penalty: 5973.021484
	Iteration 28Q: 3 clusters Score -2.373066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 169228 members 
Entering Unmasked Estep 
Score: -23730656.000000 Penalty: 5973.021484
	Iteration 29Q: 3 clusters Score -2.373066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 169229 members 
Entering Unmasked Estep 
Score: -23730676.000000 Penalty: 5973.021484
	Iteration 30Q: 3 clusters Score -2.373068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 169229 members 
Entering Unmasked Estep 
Score: -23730684.000000 Penalty: 5973.021484
	Iteration 31Q: 3 clusters Score -2.373068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 169231 members 
Entering Unmasked Estep 
Score: -23730680.000000 Penalty: 5973.021484
	Iteration 32Q: 3 clusters Score -2.373068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 169233 members 
Entering Unmasked Estep 
Score: -23730676.000000 Penalty: 5973.021484
	Iteration 33Q: 3 clusters Score -2.373068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 169234 members 
Entering Unmasked Estep 
Score: -23730680.000000 Penalty: 5973.021484
	Iteration 34Q: 3 clusters Score -2.373068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 169236 members 
Entering Unmasked Estep 
Score: -23730690.000000 Penalty: 5973.021484
	Iteration 35Q: 3 clusters Score -2.373069e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 169237 members 
Entering Unmasked Estep 
Score: -23730678.000000 Penalty: 5973.021484
	Iteration 36Q: 3 clusters Score -2.373068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 169242 members 
Entering Unmasked Estep 
Score: -23730678.000000 Penalty: 5973.021484
	Iteration 37Q: 3 clusters Score -2.373068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 169243 members 
Entering Unmasked Estep 
Score: -23730696.000000 Penalty: 5973.021484
	Iteration 38Q: 3 clusters Score -2.37307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 169244 members 
Entering Unmasked Estep 
Score: -23730710.000000 Penalty: 5973.021484
	Iteration 39Q: 3 clusters Score -2.373071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 169245 members 
Entering Unmasked Estep 
Score: -23730698.000000 Penalty: 5973.021484
	Iteration 40F: 3 clusters Score -2.37307e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Entering Unmasked Estep 
Score: -528544.875000 Penalty: 2046.347900
	Iteration 0F: 2 clusters Score -528544.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -524741.562500 Penalty: 4092.695801
	Iteration 0F: 3 clusters Score -524741.6 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -525608.187500 Penalty: 4092.695801
	Iteration 1F: 3 clusters Score -525608.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -525814.812500 Penalty: 4092.695801
	Iteration 2F: 3 clusters Score -525814.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -525942.125000 Penalty: 4092.695801
	Iteration 3Q: 3 clusters Score -525942.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -526044.562500 Penalty: 4092.695801
	Iteration 4Q: 3 clusters Score -526044.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -526112.187500 Penalty: 4092.695801
	Iteration 5Q: 3 clusters Score -526112.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -526172.812500 Penalty: 4092.695801
	Iteration 6Q: 3 clusters Score -526172.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -526219.750000 Penalty: 4092.695801
	Iteration 7Q: 3 clusters Score -526219.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -526251.187500 Penalty: 4092.695801
	Iteration 8Q: 3 clusters Score -526251.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -526279.750000 Penalty: 4092.695801
	Iteration 9Q: 3 clusters Score -526279.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -526312.062500 Penalty: 4092.695801
	Iteration 10Q: 3 clusters Score -526312.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -526343.062500 Penalty: 4092.695801
	Iteration 11Q: 3 clusters Score -526343.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -526373.875000 Penalty: 4092.695801
	Iteration 12Q: 3 clusters Score -526373.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -526415.500000 Penalty: 4092.695801
	Iteration 13Q: 3 clusters Score -526415.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -526471.312500 Penalty: 4092.695801
	Iteration 14Q: 3 clusters Score -526471.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -526524.062500 Penalty: 4092.695801
	Iteration 15Q: 3 clusters Score -526524.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -526588.000000 Penalty: 4092.695801
	Iteration 16Q: 3 clusters Score -526588 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -526683.125000 Penalty: 4092.695801
	Iteration 17Q: 3 clusters Score -526683.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -526852.937500 Penalty: 4092.695801
	Iteration 18Q: 3 clusters Score -526852.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -527094.812500 Penalty: 4092.695801
	Iteration 19Q: 3 clusters Score -527094.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -527400.125000 Penalty: 4092.695801
	Iteration 20F: 3 clusters Score -527400.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -527640.750000 Penalty: 4092.695801
	Iteration 21Q: 3 clusters Score -527640.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -527786.750000 Penalty: 4092.695801
	Iteration 22Q: 3 clusters Score -527786.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -527837.812500 Penalty: 4092.695801
	Iteration 23Q: 3 clusters Score -527837.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -527855.000000 Penalty: 4092.695801
	Iteration 24Q: 3 clusters Score -527855 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -527860.750000 Penalty: 4092.695801
	Iteration 25Q: 3 clusters Score -527860.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -527862.687500 Penalty: 4092.695801
	Iteration 26Q: 3 clusters Score -527862.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -527864.562500 Penalty: 4092.695801
	Iteration 27Q: 3 clusters Score -527864.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -527865.750000 Penalty: 4092.695801
	Iteration 28Q: 3 clusters Score -527865.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -527865.500000 Penalty: 4092.695801
	Iteration 29Q: 3 clusters Score -527865.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -527866.687500 Penalty: 4092.695801
	Iteration 30Q: 3 clusters Score -527866.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -527866.312500 Penalty: 4092.695801
	Iteration 31Q: 3 clusters Score -527866.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -527866.312500 Penalty: 4092.695801
	Iteration 32F: 3 clusters Score -527866.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (30824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30824 members 
Entering Unmasked Estep 
Score: -4197882.500000 Penalty: 2563.340088
	Iteration 0F: 2 clusters Score -4197882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -4176941.500000 Penalty: 5126.680176
	Iteration 0F: 3 clusters Score -4176942 nChanged 13925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -4185629.500000 Penalty: 5126.680176
	Iteration 1F: 3 clusters Score -4185630 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -4187487.750000 Penalty: 5126.680176
	Iteration 2F: 3 clusters Score -4187488 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -4189704.500000 Penalty: 5126.680176
	Iteration 3F: 3 clusters Score -4189704 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -4192009.750000 Penalty: 5126.680176
	Iteration 4F: 3 clusters Score -4192010 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -4193974.750000 Penalty: 5126.680176
	Iteration 5F: 3 clusters Score -4193975 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -4195241.500000 Penalty: 5126.680176
	Iteration 6F: 3 clusters Score -4195242 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -4195912.000000 Penalty: 5126.680176
	Iteration 7Q: 3 clusters Score -4195912 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -4196299.500000 Penalty: 5126.680176
	Iteration 8Q: 3 clusters Score -4196300 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -4196556.000000 Penalty: 5126.680176
	Iteration 9Q: 3 clusters Score -4196556 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -4196766.500000 Penalty: 5126.680176
	Iteration 10Q: 3 clusters Score -4196766 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -4196981.500000 Penalty: 5126.680176
	Iteration 11Q: 3 clusters Score -4196982 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -4197206.000000 Penalty: 5126.680176
	Iteration 12Q: 3 clusters Score -4197206 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -4197406.500000 Penalty: 5126.680176
	Iteration 13Q: 3 clusters Score -4197406 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -4197671.000000 Penalty: 5126.680176
	Iteration 14Q: 3 clusters Score -4197671 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -4197940.500000 Penalty: 5126.680176
	Iteration 15Q: 3 clusters Score -4197940 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -4198009.000000 Penalty: 5126.680176
	Iteration 16Q: 3 clusters Score -4198009 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -4198040.000000 Penalty: 5126.680176
	Iteration 17Q: 3 clusters Score -4198040 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -4198057.000000 Penalty: 5126.680176
	Iteration 18Q: 3 clusters Score -4198057 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -4198063.500000 Penalty: 5126.680176
	Iteration 19Q: 3 clusters Score -4198064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -4198062.500000 Penalty: 5126.680176
	Iteration 20F: 3 clusters Score -4198062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -4198076.500000 Penalty: 5126.680176
	Iteration 21Q: 3 clusters Score -4198076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -4198084.000000 Penalty: 5126.680176
	Iteration 22Q: 3 clusters Score -4198084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -4198086.500000 Penalty: 5126.680176
	Iteration 23Q: 3 clusters Score -4198086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -4198083.000000 Penalty: 5126.680176
	Iteration 24Q: 3 clusters Score -4198083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -4198082.500000 Penalty: 5126.680176
	Iteration 25Q: 3 clusters Score -4198082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -4198087.000000 Penalty: 5126.680176
	Iteration 26Q: 3 clusters Score -4198087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -4198087.500000 Penalty: 5126.680176
	Iteration 27Q: 3 clusters Score -4198088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -4198087.000000 Penalty: 5126.680176
	Iteration 28Q: 3 clusters Score -4198087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -4198091.500000 Penalty: 5126.680176
	Iteration 29Q: 3 clusters Score -4198092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -4198086.000000 Penalty: 5126.680176
	Iteration 30Q: 3 clusters Score -4198086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -4198086.000000 Penalty: 5126.680176
	Iteration 31F: 3 clusters Score -4198086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 65266 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 169801 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 1389 members 
Mstep: Class 8 contains 137359 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 155743 members 
Mstep: Class 11 contains 6382 members 
Mstep: Class 12 contains 130993 members 
Mstep: Class 13 contains 17300 members 
Mstep: Class 14 contains 16886 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32920 members 
Mstep: Class 17 contains 3453 members 
Mstep: Class 18 contains 179770 members 
Mstep: Class 19 contains 2130 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3555 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Mstep: Class 26 contains 29435 members 
Entering Unmasked Estep 
Score: -132674424.000000 Penalty: 88826.445312
Splitting cluster 7 changes total score from -132676240.000000 to -132674424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (137359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137359 members 
Entering Unmasked Estep 
Score: -19282594.000000 Penalty: 2933.927490
	Iteration 0F: 2 clusters Score -1.928259e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68483 members 
Mstep: Class 2 contains 68876 members 
Entering Unmasked Estep 
Score: -19196370.000000 Penalty: 5867.854980
	Iteration 0F: 3 clusters Score -1.919637e+07 nChanged 65317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66112 members 
Mstep: Class 2 contains 71247 members 
Entering Unmasked Estep 
Score: -19235192.000000 Penalty: 5867.854980
	Iteration 1F: 3 clusters Score -1.923519e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64821 members 
Mstep: Class 2 contains 72538 members 
Entering Unmasked Estep 
Score: -19237072.000000 Penalty: 5867.854980
	Iteration 2Q: 3 clusters Score -1.923707e+07 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62995 members 
Mstep: Class 2 contains 74364 members 
Entering Unmasked Estep 
Score: -19239904.000000 Penalty: 5867.854980
	Iteration 3Q: 3 clusters Score -1.92399e+07 nChanged 7023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60716 members 
Mstep: Class 2 contains 76643 members 
Entering Unmasked Estep 
Score: -19243846.000000 Penalty: 5867.854980
	Iteration 4F: 3 clusters Score -1.924385e+07 nChanged 7889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57953 members 
Mstep: Class 2 contains 79406 members 
Entering Unmasked Estep 
Score: -19248634.000000 Penalty: 5867.854980
	Iteration 5F: 3 clusters Score -1.924863e+07 nChanged 8186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55069 members 
Mstep: Class 2 contains 82290 members 
Entering Unmasked Estep 
Score: -19253464.000000 Penalty: 5867.854980
	Iteration 6F: 3 clusters Score -1.925346e+07 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52438 members 
Mstep: Class 2 contains 84921 members 
Entering Unmasked Estep 
Score: -19258434.000000 Penalty: 5867.854980
	Iteration 7F: 3 clusters Score -1.925843e+07 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50338 members 
Mstep: Class 2 contains 87021 members 
Entering Unmasked Estep 
Score: -19263204.000000 Penalty: 5867.854980
	Iteration 8F: 3 clusters Score -1.92632e+07 nChanged 6895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48713 members 
Mstep: Class 2 contains 88646 members 
Entering Unmasked Estep 
Score: -19267512.000000 Penalty: 5867.854980
	Iteration 9F: 3 clusters Score -1.926751e+07 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47651 members 
Mstep: Class 2 contains 89708 members 
Entering Unmasked Estep 
Score: -19270434.000000 Penalty: 5867.854980
	Iteration 10Q: 3 clusters Score -1.927043e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46834 members 
Mstep: Class 2 contains 90525 members 
Entering Unmasked Estep 
Score: -19272218.000000 Penalty: 5867.854980
	Iteration 11Q: 3 clusters Score -1.927222e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 91054 members 
Entering Unmasked Estep 
Score: -19273278.000000 Penalty: 5867.854980
	Iteration 12Q: 3 clusters Score -1.927328e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45881 members 
Mstep: Class 2 contains 91478 members 
Entering Unmasked Estep 
Score: -19273804.000000 Penalty: 5867.854980
	Iteration 13Q: 3 clusters Score -1.92738e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45515 members 
Mstep: Class 2 contains 91844 members 
Entering Unmasked Estep 
Score: -19274208.000000 Penalty: 5867.854980
	Iteration 14Q: 3 clusters Score -1.927421e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45138 members 
Mstep: Class 2 contains 92221 members 
Entering Unmasked Estep 
Score: -19274344.000000 Penalty: 5867.854980
	Iteration 15Q: 3 clusters Score -1.927434e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44748 members 
Mstep: Class 2 contains 92611 members 
Entering Unmasked Estep 
Score: -19274438.000000 Penalty: 5867.854980
	Iteration 16Q: 3 clusters Score -1.927444e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44366 members 
Mstep: Class 2 contains 92993 members 
Entering Unmasked Estep 
Score: -19274614.000000 Penalty: 5867.854980
	Iteration 17Q: 3 clusters Score -1.927461e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43992 members 
Mstep: Class 2 contains 93367 members 
Entering Unmasked Estep 
Score: -19274700.000000 Penalty: 5867.854980
	Iteration 18Q: 3 clusters Score -1.92747e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43555 members 
Mstep: Class 2 contains 93804 members 
Entering Unmasked Estep 
Score: -19274854.000000 Penalty: 5867.854980
	Iteration 19Q: 3 clusters Score -1.927485e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 94292 members 
Entering Unmasked Estep 
Score: -19274910.000000 Penalty: 5867.854980
	Iteration 20F: 3 clusters Score -1.927491e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Mstep: Class 2 contains 94801 members 
Entering Unmasked Estep 
Score: -19275070.000000 Penalty: 5867.854980
	Iteration 21Q: 3 clusters Score -1.927507e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41951 members 
Mstep: Class 2 contains 95408 members 
Entering Unmasked Estep 
Score: -19275204.000000 Penalty: 5867.854980
	Iteration 22Q: 3 clusters Score -1.92752e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 96105 members 
Entering Unmasked Estep 
Score: -19275402.000000 Penalty: 5867.854980
	Iteration 23Q: 3 clusters Score -1.92754e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 96834 members 
Entering Unmasked Estep 
Score: -19275524.000000 Penalty: 5867.854980
	Iteration 24Q: 3 clusters Score -1.927552e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 97641 members 
Entering Unmasked Estep 
Score: -19275746.000000 Penalty: 5867.854980
	Iteration 25Q: 3 clusters Score -1.927575e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 98573 members 
Entering Unmasked Estep 
Score: -19275872.000000 Penalty: 5867.854980
	Iteration 26Q: 3 clusters Score -1.927587e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 99573 members 
Entering Unmasked Estep 
Score: -19276100.000000 Penalty: 5867.854980
	Iteration 27Q: 3 clusters Score -1.92761e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 100688 members 
Entering Unmasked Estep 
Score: -19276380.000000 Penalty: 5867.854980
	Iteration 28Q: 3 clusters Score -1.927638e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 101812 members 
Entering Unmasked Estep 
Score: -19276702.000000 Penalty: 5867.854980
	Iteration 29Q: 3 clusters Score -1.92767e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 103025 members 
Entering Unmasked Estep 
Score: -19277082.000000 Penalty: 5867.854980
	Iteration 30Q: 3 clusters Score -1.927708e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33077 members 
Mstep: Class 2 contains 104282 members 
Entering Unmasked Estep 
Score: -19277462.000000 Penalty: 5867.854980
	Iteration 31Q: 3 clusters Score -1.927746e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 105513 members 
Entering Unmasked Estep 
Score: -19277794.000000 Penalty: 5867.854980
	Iteration 32Q: 3 clusters Score -1.927779e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 106801 members 
Entering Unmasked Estep 
Score: -19278010.000000 Penalty: 5867.854980
	Iteration 33Q: 3 clusters Score -1.927801e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 107989 members 
Entering Unmasked Estep 
Score: -19278116.000000 Penalty: 5867.854980
	Iteration 34Q: 3 clusters Score -1.927812e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 109092 members 
Entering Unmasked Estep 
Score: -19278228.000000 Penalty: 5867.854980
	Iteration 35Q: 3 clusters Score -1.927823e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 110104 members 
Entering Unmasked Estep 
Score: -19278284.000000 Penalty: 5867.854980
	Iteration 36Q: 3 clusters Score -1.927828e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 111034 members 
Entering Unmasked Estep 
Score: -19278400.000000 Penalty: 5867.854980
	Iteration 37Q: 3 clusters Score -1.92784e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 111925 members 
Entering Unmasked Estep 
Score: -19278456.000000 Penalty: 5867.854980
	Iteration 38Q: 3 clusters Score -1.927846e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 112785 members 
Entering Unmasked Estep 
Score: -19278432.000000 Penalty: 5867.854980
	Iteration 39Q: 3 clusters Score -1.927843e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 113596 members 
Entering Unmasked Estep 
Score: -19278412.000000 Penalty: 5867.854980
	Iteration 40F: 3 clusters Score -1.927841e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 114338 members 
Entering Unmasked Estep 
Score: -19278404.000000 Penalty: 5867.854980
	Iteration 41Q: 3 clusters Score -1.92784e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 115076 members 
Entering Unmasked Estep 
Score: -19278364.000000 Penalty: 5867.854980
	Iteration 42Q: 3 clusters Score -1.927836e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 115770 members 
Entering Unmasked Estep 
Score: -19278366.000000 Penalty: 5867.854980
	Iteration 43Q: 3 clusters Score -1.927837e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 116479 members 
Entering Unmasked Estep 
Score: -19278312.000000 Penalty: 5867.854980
	Iteration 44Q: 3 clusters Score -1.927831e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 117167 members 
Entering Unmasked Estep 
Score: -19278332.000000 Penalty: 5867.854980
	Iteration 45Q: 3 clusters Score -1.927833e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 117850 members 
Entering Unmasked Estep 
Score: -19278368.000000 Penalty: 5867.854980
	Iteration 46Q: 3 clusters Score -1.927837e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 118554 members 
Entering Unmasked Estep 
Score: -19278450.000000 Penalty: 5867.854980
	Iteration 47Q: 3 clusters Score -1.927845e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 119248 members 
Entering Unmasked Estep 
Score: -19278412.000000 Penalty: 5867.854980
	Iteration 48Q: 3 clusters Score -1.927841e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 119918 members 
Entering Unmasked Estep 
Score: -19278402.000000 Penalty: 5867.854980
	Iteration 49Q: 3 clusters Score -1.92784e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 120566 members 
Entering Unmasked Estep 
Score: -19278432.000000 Penalty: 5867.854980
	Iteration 50Q: 3 clusters Score -1.927843e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 121239 members 
Entering Unmasked Estep 
Score: -19278488.000000 Penalty: 5867.854980
	Iteration 51Q: 3 clusters Score -1.927849e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 121898 members 
Entering Unmasked Estep 
Score: -19278438.000000 Penalty: 5867.854980
	Iteration 52Q: 3 clusters Score -1.927844e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 122561 members 
Entering Unmasked Estep 
Score: -19278422.000000 Penalty: 5867.854980
	Iteration 53Q: 3 clusters Score -1.927842e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 123172 members 
Entering Unmasked Estep 
Score: -19278490.000000 Penalty: 5867.854980
	Iteration 54Q: 3 clusters Score -1.927849e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 123762 members 
Entering Unmasked Estep 
Score: -19278534.000000 Penalty: 5867.854980
	Iteration 55Q: 3 clusters Score -1.927853e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 124345 members 
Entering Unmasked Estep 
Score: -19278596.000000 Penalty: 5867.854980
	Iteration 56Q: 3 clusters Score -1.92786e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 124947 members 
Entering Unmasked Estep 
Score: -19278602.000000 Penalty: 5867.854980
	Iteration 57Q: 3 clusters Score -1.92786e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 125556 members 
Entering Unmasked Estep 
Score: -19278610.000000 Penalty: 5867.854980
	Iteration 58Q: 3 clusters Score -1.927861e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 126185 members 
Entering Unmasked Estep 
Score: -19278676.000000 Penalty: 5867.854980
	Iteration 59Q: 3 clusters Score -1.927868e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 126760 members 
Entering Unmasked Estep 
Score: -19278762.000000 Penalty: 5867.854980
	Iteration 60F: 3 clusters Score -1.927876e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 127321 members 
Entering Unmasked Estep 
Score: -19278802.000000 Penalty: 5867.854980
	Iteration 61Q: 3 clusters Score -1.92788e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 127863 members 
Entering Unmasked Estep 
Score: -19278890.000000 Penalty: 5867.854980
	Iteration 62Q: 3 clusters Score -1.927889e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 128405 members 
Entering Unmasked Estep 
Score: -19278966.000000 Penalty: 5867.854980
	Iteration 63Q: 3 clusters Score -1.927897e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 128931 members 
Entering Unmasked Estep 
Score: -19279046.000000 Penalty: 5867.854980
	Iteration 64Q: 3 clusters Score -1.927905e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 129453 members 
Entering Unmasked Estep 
Score: -19279194.000000 Penalty: 5867.854980
	Iteration 65Q: 3 clusters Score -1.927919e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 129962 members 
Entering Unmasked Estep 
Score: -19279336.000000 Penalty: 5867.854980
	Iteration 66Q: 3 clusters Score -1.927934e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 130451 members 
Entering Unmasked Estep 
Score: -19279464.000000 Penalty: 5867.854980
	Iteration 67Q: 3 clusters Score -1.927946e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 130906 members 
Entering Unmasked Estep 
Score: -19279586.000000 Penalty: 5867.854980
	Iteration 68Q: 3 clusters Score -1.927959e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 131321 members 
Entering Unmasked Estep 
Score: -19279728.000000 Penalty: 5867.854980
	Iteration 69Q: 3 clusters Score -1.927973e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 131698 members 
Entering Unmasked Estep 
Score: -19279818.000000 Penalty: 5867.854980
	Iteration 70Q: 3 clusters Score -1.927982e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 132060 members 
Entering Unmasked Estep 
Score: -19279930.000000 Penalty: 5867.854980
	Iteration 71Q: 3 clusters Score -1.927993e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 132366 members 
Entering Unmasked Estep 
Score: -19279940.000000 Penalty: 5867.854980
	Iteration 72Q: 3 clusters Score -1.927994e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 132643 members 
Entering Unmasked Estep 
Score: -19280030.000000 Penalty: 5867.854980
	Iteration 73Q: 3 clusters Score -1.928003e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 132909 members 
Entering Unmasked Estep 
Score: -19280078.000000 Penalty: 5867.854980
	Iteration 74Q: 3 clusters Score -1.928008e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 133152 members 
Entering Unmasked Estep 
Score: -19280078.000000 Penalty: 5867.854980
	Iteration 75Q: 3 clusters Score -1.928008e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 133360 members 
Entering Unmasked Estep 
Score: -19280088.000000 Penalty: 5867.854980
	Iteration 76Q: 3 clusters Score -1.928009e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 133540 members 
Entering Unmasked Estep 
Score: -19280134.000000 Penalty: 5867.854980
	Iteration 77Q: 3 clusters Score -1.928013e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 133697 members 
Entering Unmasked Estep 
Score: -19280186.000000 Penalty: 5867.854980
	Iteration 78Q: 3 clusters Score -1.928019e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 133851 members 
Entering Unmasked Estep 
Score: -19280206.000000 Penalty: 5867.854980
	Iteration 79Q: 3 clusters Score -1.928021e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 134001 members 
Entering Unmasked Estep 
Score: -19280230.000000 Penalty: 5867.854980
	Iteration 80F: 3 clusters Score -1.928023e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 134129 members 
Entering Unmasked Estep 
Score: -19280302.000000 Penalty: 5867.854980
	Iteration 81Q: 3 clusters Score -1.92803e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 134238 members 
Entering Unmasked Estep 
Score: -19280358.000000 Penalty: 5867.854980
	Iteration 82Q: 3 clusters Score -1.928036e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 134354 members 
Entering Unmasked Estep 
Score: -19280408.000000 Penalty: 5867.854980
	Iteration 83Q: 3 clusters Score -1.928041e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 134478 members 
Entering Unmasked Estep 
Score: -19280446.000000 Penalty: 5867.854980
	Iteration 84Q: 3 clusters Score -1.928045e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 134597 members 
Entering Unmasked Estep 
Score: -19280572.000000 Penalty: 5867.854980
	Iteration 85Q: 3 clusters Score -1.928057e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 134687 members 
Entering Unmasked Estep 
Score: -19280652.000000 Penalty: 5867.854980
	Iteration 86Q: 3 clusters Score -1.928065e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 134755 members 
Entering Unmasked Estep 
Score: -19280760.000000 Penalty: 5867.854980
	Iteration 87Q: 3 clusters Score -1.928076e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 134817 members 
Entering Unmasked Estep 
Score: -19280822.000000 Penalty: 5867.854980
	Iteration 88Q: 3 clusters Score -1.928082e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 134848 members 
Entering Unmasked Estep 
Score: -19280958.000000 Penalty: 5867.854980
	Iteration 89Q: 3 clusters Score -1.928096e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 134864 members 
Entering Unmasked Estep 
Score: -19281112.000000 Penalty: 5867.854980
	Iteration 90Q: 3 clusters Score -1.928111e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 134864 members 
Entering Unmasked Estep 
Score: -19281228.000000 Penalty: 5867.854980
	Iteration 91Q: 3 clusters Score -1.928123e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 134837 members 
Entering Unmasked Estep 
Score: -19281296.000000 Penalty: 5867.854980
	Iteration 92Q: 3 clusters Score -1.92813e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 134796 members 
Entering Unmasked Estep 
Score: -19281350.000000 Penalty: 5867.854980
	Iteration 93Q: 3 clusters Score -1.928135e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 134750 members 
Entering Unmasked Estep 
Score: -19281396.000000 Penalty: 5867.854980
	Iteration 94Q: 3 clusters Score -1.92814e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 134712 members 
Entering Unmasked Estep 
Score: -19281462.000000 Penalty: 5867.854980
	Iteration 95Q: 3 clusters Score -1.928146e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 134674 members 
Entering Unmasked Estep 
Score: -19281488.000000 Penalty: 5867.854980
	Iteration 96Q: 3 clusters Score -1.928149e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 134643 members 
Entering Unmasked Estep 
Score: -19281514.000000 Penalty: 5867.854980
	Iteration 97Q: 3 clusters Score -1.928151e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 134623 members 
Entering Unmasked Estep 
Score: -19281554.000000 Penalty: 5867.854980
	Iteration 98Q: 3 clusters Score -1.928155e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 134602 members 
Entering Unmasked Estep 
Score: -19281572.000000 Penalty: 5867.854980
	Iteration 99Q: 3 clusters Score -1.928157e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 134571 members 
Entering Unmasked Estep 
Score: -19281600.000000 Penalty: 5867.854980
	Iteration 100F: 3 clusters Score -1.92816e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 134543 members 
Entering Unmasked Estep 
Score: -19281608.000000 Penalty: 5867.854980
	Iteration 101Q: 3 clusters Score -1.928161e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 134515 members 
Entering Unmasked Estep 
Score: -19281612.000000 Penalty: 5867.854980
	Iteration 102Q: 3 clusters Score -1.928161e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 134484 members 
Entering Unmasked Estep 
Score: -19281608.000000 Penalty: 5867.854980
	Iteration 103Q: 3 clusters Score -1.928161e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 134450 members 
Entering Unmasked Estep 
Score: -19281626.000000 Penalty: 5867.854980
	Iteration 104Q: 3 clusters Score -1.928163e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 134418 members 
Entering Unmasked Estep 
Score: -19281638.000000 Penalty: 5867.854980
	Iteration 105Q: 3 clusters Score -1.928164e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 134381 members 
Entering Unmasked Estep 
Score: -19281636.000000 Penalty: 5867.854980
	Iteration 106Q: 3 clusters Score -1.928164e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 134351 members 
Entering Unmasked Estep 
Score: -19281664.000000 Penalty: 5867.854980
	Iteration 107Q: 3 clusters Score -1.928166e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 134312 members 
Entering Unmasked Estep 
Score: -19281686.000000 Penalty: 5867.854980
	Iteration 108Q: 3 clusters Score -1.928169e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 134285 members 
Entering Unmasked Estep 
Score: -19281688.000000 Penalty: 5867.854980
	Iteration 109Q: 3 clusters Score -1.928169e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 134267 members 
Entering Unmasked Estep 
Score: -19281682.000000 Penalty: 5867.854980
	Iteration 110Q: 3 clusters Score -1.928168e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 134239 members 
Entering Unmasked Estep 
Score: -19281686.000000 Penalty: 5867.854980
	Iteration 111Q: 3 clusters Score -1.928169e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 134213 members 
Entering Unmasked Estep 
Score: -19281692.000000 Penalty: 5867.854980
	Iteration 112Q: 3 clusters Score -1.928169e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 134191 members 
Entering Unmasked Estep 
Score: -19281712.000000 Penalty: 5867.854980
	Iteration 113Q: 3 clusters Score -1.928171e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 134159 members 
Entering Unmasked Estep 
Score: -19281712.000000 Penalty: 5867.854980
	Iteration 114Q: 3 clusters Score -1.928171e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 134128 members 
Entering Unmasked Estep 
Score: -19281728.000000 Penalty: 5867.854980
	Iteration 115Q: 3 clusters Score -1.928173e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 134099 members 
Entering Unmasked Estep 
Score: -19281738.000000 Penalty: 5867.854980
	Iteration 116Q: 3 clusters Score -1.928174e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 134076 members 
Entering Unmasked Estep 
Score: -19281742.000000 Penalty: 5867.854980
	Iteration 117Q: 3 clusters Score -1.928174e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 134047 members 
Entering Unmasked Estep 
Score: -19281722.000000 Penalty: 5867.854980
	Iteration 118Q: 3 clusters Score -1.928172e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 134032 members 
Entering Unmasked Estep 
Score: -19281728.000000 Penalty: 5867.854980
	Iteration 119Q: 3 clusters Score -1.928173e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 134018 members 
Entering Unmasked Estep 
Score: -19281742.000000 Penalty: 5867.854980
	Iteration 120F: 3 clusters Score -1.928174e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 134007 members 
Entering Unmasked Estep 
Score: -19281754.000000 Penalty: 5867.854980
	Iteration 121Q: 3 clusters Score -1.928175e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 134002 members 
Entering Unmasked Estep 
Score: -19281776.000000 Penalty: 5867.854980
	Iteration 122Q: 3 clusters Score -1.928178e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 133993 members 
Entering Unmasked Estep 
Score: -19281790.000000 Penalty: 5867.854980
	Iteration 123Q: 3 clusters Score -1.928179e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 133989 members 
Entering Unmasked Estep 
Score: -19281782.000000 Penalty: 5867.854980
	Iteration 124Q: 3 clusters Score -1.928178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 133986 members 
Entering Unmasked Estep 
Score: -19281788.000000 Penalty: 5867.854980
	Iteration 125Q: 3 clusters Score -1.928179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 133984 members 
Entering Unmasked Estep 
Score: -19281776.000000 Penalty: 5867.854980
	Iteration 126Q: 3 clusters Score -1.928178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 133982 members 
Entering Unmasked Estep 
Score: -19281790.000000 Penalty: 5867.854980
	Iteration 127Q: 3 clusters Score -1.928179e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 133980 members 
Entering Unmasked Estep 
Score: -19281790.000000 Penalty: 5867.854980
	Iteration 128Q: 3 clusters Score -1.928179e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 133978 members 
Entering Unmasked Estep 
Score: -19281794.000000 Penalty: 5867.854980
	Iteration 129Q: 3 clusters Score -1.928179e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 133975 members 
Entering Unmasked Estep 
Score: -19281792.000000 Penalty: 5867.854980
	Iteration 130Q: 3 clusters Score -1.928179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 133971 members 
Entering Unmasked Estep 
Score: -19281798.000000 Penalty: 5867.854980
	Iteration 131Q: 3 clusters Score -1.92818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 133970 members 
Entering Unmasked Estep 
Score: -19281800.000000 Penalty: 5867.854980
	Iteration 132Q: 3 clusters Score -1.92818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 133968 members 
Entering Unmasked Estep 
Score: -19281804.000000 Penalty: 5867.854980
	Iteration 133Q: 3 clusters Score -1.92818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 133967 members 
Entering Unmasked Estep 
Score: -19281814.000000 Penalty: 5867.854980
	Iteration 134Q: 3 clusters Score -1.928181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 133965 members 
Entering Unmasked Estep 
Score: -19281812.000000 Penalty: 5867.854980
	Iteration 135Q: 3 clusters Score -1.928181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 133964 members 
Entering Unmasked Estep 
Score: -19281800.000000 Penalty: 5867.854980
	Iteration 136Q: 3 clusters Score -1.92818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 133963 members 
Entering Unmasked Estep 
Score: -19281796.000000 Penalty: 5867.854980
	Iteration 137Q: 3 clusters Score -1.92818e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 133963 members 
Entering Unmasked Estep 
Score: -19281796.000000 Penalty: 5867.854980
	Iteration 138F: 3 clusters Score -1.92818e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -80564.335938 Penalty: 1586.851562
	Iteration 0F: 2 clusters Score -80564.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -78918.250000 Penalty: 3173.703125
	Iteration 0F: 3 clusters Score -78918.25 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -79096.062500 Penalty: 3173.703125
	Iteration 1F: 3 clusters Score -79096.06 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -79139.960938 Penalty: 3173.703125
	Iteration 2Q: 3 clusters Score -79139.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -79162.179688 Penalty: 3173.703125
	Iteration 3Q: 3 clusters Score -79162.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -79186.250000 Penalty: 3173.703125
	Iteration 4Q: 3 clusters Score -79186.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -79215.007812 Penalty: 3173.703125
	Iteration 5Q: 3 clusters Score -79215.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -79258.367188 Penalty: 3173.703125
	Iteration 6Q: 3 clusters Score -79258.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -79287.960938 Penalty: 3173.703125
	Iteration 7Q: 3 clusters Score -79287.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -79303.757812 Penalty: 3173.703125
	Iteration 8Q: 3 clusters Score -79303.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -79308.937500 Penalty: 3173.703125
	Iteration 9Q: 3 clusters Score -79308.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -79310.992188 Penalty: 3173.703125
	Iteration 10Q: 3 clusters Score -79310.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -79310.992188 Penalty: 3173.703125
	Iteration 11F: 3 clusters Score -79310.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (155743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155743 members 
Entering Unmasked Estep 
Score: -21727658.000000 Penalty: 2965.078613
	Iteration 0F: 2 clusters Score -2.172766e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77829 members 
Mstep: Class 2 contains 77914 members 
Entering Unmasked Estep 
Score: -21624944.000000 Penalty: 5930.157227
	Iteration 0F: 3 clusters Score -2.162494e+07 nChanged 74519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76050 members 
Mstep: Class 2 contains 79693 members 
Entering Unmasked Estep 
Score: -21668528.000000 Penalty: 5930.157227
	Iteration 1F: 3 clusters Score -2.166853e+07 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75565 members 
Mstep: Class 2 contains 80178 members 
Entering Unmasked Estep 
Score: -21669860.000000 Penalty: 5930.157227
	Iteration 2Q: 3 clusters Score -2.166986e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74971 members 
Mstep: Class 2 contains 80772 members 
Entering Unmasked Estep 
Score: -21671590.000000 Penalty: 5930.157227
	Iteration 3Q: 3 clusters Score -2.167159e+07 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74329 members 
Mstep: Class 2 contains 81414 members 
Entering Unmasked Estep 
Score: -21674490.000000 Penalty: 5930.157227
	Iteration 4Q: 3 clusters Score -2.167449e+07 nChanged 7333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73720 members 
Mstep: Class 2 contains 82023 members 
Entering Unmasked Estep 
Score: -21678630.000000 Penalty: 5930.157227
	Iteration 5Q: 3 clusters Score -2.167863e+07 nChanged 9136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73398 members 
Mstep: Class 2 contains 82345 members 
Entering Unmasked Estep 
Score: -21684562.000000 Penalty: 5930.157227
	Iteration 6F: 3 clusters Score -2.168456e+07 nChanged 10614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73622 members 
Mstep: Class 2 contains 82121 members 
Entering Unmasked Estep 
Score: -21692278.000000 Penalty: 5930.157227
	Iteration 7F: 3 clusters Score -2.169228e+07 nChanged 10747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74279 members 
Mstep: Class 2 contains 81464 members 
Entering Unmasked Estep 
Score: -21699804.000000 Penalty: 5930.157227
	Iteration 8F: 3 clusters Score -2.16998e+07 nChanged 9014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75021 members 
Mstep: Class 2 contains 80722 members 
Entering Unmasked Estep 
Score: -21704330.000000 Penalty: 5930.157227
	Iteration 9F: 3 clusters Score -2.170433e+07 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75672 members 
Mstep: Class 2 contains 80071 members 
Entering Unmasked Estep 
Score: -21706068.000000 Penalty: 5930.157227
	Iteration 10Q: 3 clusters Score -2.170607e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76366 members 
Mstep: Class 2 contains 79377 members 
Entering Unmasked Estep 
Score: -21706860.000000 Penalty: 5930.157227
	Iteration 11Q: 3 clusters Score -2.170686e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77084 members 
Mstep: Class 2 contains 78659 members 
Entering Unmasked Estep 
Score: -21707442.000000 Penalty: 5930.157227
	Iteration 12Q: 3 clusters Score -2.170744e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77805 members 
Mstep: Class 2 contains 77938 members 
Entering Unmasked Estep 
Score: -21707806.000000 Penalty: 5930.157227
	Iteration 13Q: 3 clusters Score -2.170781e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78545 members 
Mstep: Class 2 contains 77198 members 
Entering Unmasked Estep 
Score: -21708260.000000 Penalty: 5930.157227
	Iteration 14Q: 3 clusters Score -2.170826e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79470 members 
Mstep: Class 2 contains 76273 members 
Entering Unmasked Estep 
Score: -21708774.000000 Penalty: 5930.157227
	Iteration 15Q: 3 clusters Score -2.170877e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80612 members 
Mstep: Class 2 contains 75131 members 
Entering Unmasked Estep 
Score: -21709424.000000 Penalty: 5930.157227
	Iteration 16Q: 3 clusters Score -2.170942e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82003 members 
Mstep: Class 2 contains 73740 members 
Entering Unmasked Estep 
Score: -21710148.000000 Penalty: 5930.157227
	Iteration 17Q: 3 clusters Score -2.171015e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83681 members 
Mstep: Class 2 contains 72062 members 
Entering Unmasked Estep 
Score: -21710736.000000 Penalty: 5930.157227
	Iteration 18Q: 3 clusters Score -2.171074e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85602 members 
Mstep: Class 2 contains 70141 members 
Entering Unmasked Estep 
Score: -21711464.000000 Penalty: 5930.157227
	Iteration 19Q: 3 clusters Score -2.171146e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87878 members 
Mstep: Class 2 contains 67865 members 
Entering Unmasked Estep 
Score: -21712372.000000 Penalty: 5930.157227
	Iteration 20F: 3 clusters Score -2.171237e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90484 members 
Mstep: Class 2 contains 65259 members 
Entering Unmasked Estep 
Score: -21713436.000000 Penalty: 5930.157227
	Iteration 21Q: 3 clusters Score -2.171344e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93226 members 
Mstep: Class 2 contains 62517 members 
Entering Unmasked Estep 
Score: -21714246.000000 Penalty: 5930.157227
	Iteration 22Q: 3 clusters Score -2.171425e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96213 members 
Mstep: Class 2 contains 59530 members 
Entering Unmasked Estep 
Score: -21714878.000000 Penalty: 5930.157227
	Iteration 23Q: 3 clusters Score -2.171488e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99442 members 
Mstep: Class 2 contains 56301 members 
Entering Unmasked Estep 
Score: -21715826.000000 Penalty: 5930.157227
	Iteration 24Q: 3 clusters Score -2.171583e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102933 members 
Mstep: Class 2 contains 52810 members 
Entering Unmasked Estep 
Score: -21716560.000000 Penalty: 5930.157227
	Iteration 25Q: 3 clusters Score -2.171656e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106483 members 
Mstep: Class 2 contains 49260 members 
Entering Unmasked Estep 
Score: -21717350.000000 Penalty: 5930.157227
	Iteration 26Q: 3 clusters Score -2.171735e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110183 members 
Mstep: Class 2 contains 45560 members 
Entering Unmasked Estep 
Score: -21718134.000000 Penalty: 5930.157227
	Iteration 27Q: 3 clusters Score -2.171813e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114027 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -21718884.000000 Penalty: 5930.157227
	Iteration 28Q: 3 clusters Score -2.171888e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117773 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
Score: -21719560.000000 Penalty: 5930.157227
	Iteration 29Q: 3 clusters Score -2.171956e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121465 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -21720468.000000 Penalty: 5930.157227
	Iteration 30Q: 3 clusters Score -2.172047e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125003 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -21721096.000000 Penalty: 5930.157227
	Iteration 31Q: 3 clusters Score -2.17211e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128179 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -21721680.000000 Penalty: 5930.157227
	Iteration 32Q: 3 clusters Score -2.172168e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131031 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -21722006.000000 Penalty: 5930.157227
	Iteration 33Q: 3 clusters Score -2.172201e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133504 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -21722318.000000 Penalty: 5930.157227
	Iteration 34Q: 3 clusters Score -2.172232e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135490 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -21722736.000000 Penalty: 5930.157227
	Iteration 35Q: 3 clusters Score -2.172274e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136982 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -21722906.000000 Penalty: 5930.157227
	Iteration 36Q: 3 clusters Score -2.172291e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137960 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -21723072.000000 Penalty: 5930.157227
	Iteration 37Q: 3 clusters Score -2.172307e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138566 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -21723212.000000 Penalty: 5930.157227
	Iteration 38Q: 3 clusters Score -2.172321e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138928 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -21723136.000000 Penalty: 5930.157227
	Iteration 39Q: 3 clusters Score -2.172314e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139126 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -21723822.000000 Penalty: 5930.157227
	Iteration 40F: 3 clusters Score -2.172382e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141295 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -21724394.000000 Penalty: 5930.157227
	Iteration 41Q: 3 clusters Score -2.172439e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143132 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -21724756.000000 Penalty: 5930.157227
	Iteration 42Q: 3 clusters Score -2.172476e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144712 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -21725126.000000 Penalty: 5930.157227
	Iteration 43Q: 3 clusters Score -2.172513e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146110 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -21725436.000000 Penalty: 5930.157227
	Iteration 44Q: 3 clusters Score -2.172544e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147288 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -21725734.000000 Penalty: 5930.157227
	Iteration 45Q: 3 clusters Score -2.172573e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148269 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -21725906.000000 Penalty: 5930.157227
	Iteration 46Q: 3 clusters Score -2.172591e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149071 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -21725924.000000 Penalty: 5930.157227
	Iteration 47Q: 3 clusters Score -2.172592e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149732 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -21726036.000000 Penalty: 5930.157227
	Iteration 48Q: 3 clusters Score -2.172604e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150275 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -21726060.000000 Penalty: 5930.157227
	Iteration 49Q: 3 clusters Score -2.172606e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150753 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -21726086.000000 Penalty: 5930.157227
	Iteration 50Q: 3 clusters Score -2.172609e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151154 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -21726148.000000 Penalty: 5930.157227
	Iteration 51Q: 3 clusters Score -2.172615e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151466 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -21726204.000000 Penalty: 5930.157227
	Iteration 52Q: 3 clusters Score -2.17262e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151708 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -21726180.000000 Penalty: 5930.157227
	Iteration 53Q: 3 clusters Score -2.172618e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151901 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -21726122.000000 Penalty: 5930.157227
	Iteration 54Q: 3 clusters Score -2.172612e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152047 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -21726168.000000 Penalty: 5930.157227
	Iteration 55Q: 3 clusters Score -2.172617e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152187 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -21726174.000000 Penalty: 5930.157227
	Iteration 56Q: 3 clusters Score -2.172617e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152312 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -21726170.000000 Penalty: 5930.157227
	Iteration 57Q: 3 clusters Score -2.172617e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152432 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -21726164.000000 Penalty: 5930.157227
	Iteration 58Q: 3 clusters Score -2.172616e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152538 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -21726138.000000 Penalty: 5930.157227
	Iteration 59Q: 3 clusters Score -2.172614e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152620 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -21726132.000000 Penalty: 5930.157227
	Iteration 60F: 3 clusters Score -2.172613e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152696 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -21726108.000000 Penalty: 5930.157227
	Iteration 61Q: 3 clusters Score -2.172611e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152759 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -21726066.000000 Penalty: 5930.157227
	Iteration 62Q: 3 clusters Score -2.172607e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152811 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -21726054.000000 Penalty: 5930.157227
	Iteration 63Q: 3 clusters Score -2.172605e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152854 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -21726008.000000 Penalty: 5930.157227
	Iteration 64Q: 3 clusters Score -2.172601e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152892 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -21726010.000000 Penalty: 5930.157227
	Iteration 65Q: 3 clusters Score -2.172601e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152929 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -21726038.000000 Penalty: 5930.157227
	Iteration 66Q: 3 clusters Score -2.172604e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152955 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -21726034.000000 Penalty: 5930.157227
	Iteration 67Q: 3 clusters Score -2.172603e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152984 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -21726016.000000 Penalty: 5930.157227
	Iteration 68Q: 3 clusters Score -2.172602e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153008 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -21726018.000000 Penalty: 5930.157227
	Iteration 69Q: 3 clusters Score -2.172602e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153027 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -21726012.000000 Penalty: 5930.157227
	Iteration 70Q: 3 clusters Score -2.172601e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153045 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -21726010.000000 Penalty: 5930.157227
	Iteration 71Q: 3 clusters Score -2.172601e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153057 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -21726030.000000 Penalty: 5930.157227
	Iteration 72Q: 3 clusters Score -2.172603e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153066 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -21726026.000000 Penalty: 5930.157227
	Iteration 73Q: 3 clusters Score -2.172603e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153079 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -21726020.000000 Penalty: 5930.157227
	Iteration 74Q: 3 clusters Score -2.172602e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153099 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -21726008.000000 Penalty: 5930.157227
	Iteration 75Q: 3 clusters Score -2.172601e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153117 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -21725994.000000 Penalty: 5930.157227
	Iteration 76Q: 3 clusters Score -2.172599e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153139 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -21725988.000000 Penalty: 5930.157227
	Iteration 77Q: 3 clusters Score -2.172599e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153161 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -21725976.000000 Penalty: 5930.157227
	Iteration 78Q: 3 clusters Score -2.172598e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153176 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -21725992.000000 Penalty: 5930.157227
	Iteration 79Q: 3 clusters Score -2.172599e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153189 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -21725982.000000 Penalty: 5930.157227
	Iteration 80F: 3 clusters Score -2.172598e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153205 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -21726006.000000 Penalty: 5930.157227
	Iteration 81Q: 3 clusters Score -2.172601e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153222 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -21726004.000000 Penalty: 5930.157227
	Iteration 82Q: 3 clusters Score -2.1726e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153235 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -21725992.000000 Penalty: 5930.157227
	Iteration 83Q: 3 clusters Score -2.172599e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153243 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -21725982.000000 Penalty: 5930.157227
	Iteration 84Q: 3 clusters Score -2.172598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153246 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -21725986.000000 Penalty: 5930.157227
	Iteration 85Q: 3 clusters Score -2.172599e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153252 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -21725982.000000 Penalty: 5930.157227
	Iteration 86Q: 3 clusters Score -2.172598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153256 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -21725994.000000 Penalty: 5930.157227
	Iteration 87Q: 3 clusters Score -2.172599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153259 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -21725992.000000 Penalty: 5930.157227
	Iteration 88Q: 3 clusters Score -2.172599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153262 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -21726004.000000 Penalty: 5930.157227
	Iteration 89Q: 3 clusters Score -2.1726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153263 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -21726000.000000 Penalty: 5930.157227
	Iteration 90Q: 3 clusters Score -2.1726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153263 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -21726000.000000 Penalty: 5930.157227
	Iteration 91F: 3 clusters Score -2.1726e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Entering Unmasked Estep 
Score: -870066.625000 Penalty: 2172.786865
	Iteration 0F: 2 clusters Score -870066.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -864623.375000 Penalty: 4345.573730
	Iteration 0F: 3 clusters Score -864623.4 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -866017.750000 Penalty: 4345.573730
	Iteration 1F: 3 clusters Score -866017.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -866263.937500 Penalty: 4345.573730
	Iteration 2F: 3 clusters Score -866263.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -866425.687500 Penalty: 4345.573730
	Iteration 3Q: 3 clusters Score -866425.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -866560.000000 Penalty: 4345.573730
	Iteration 4Q: 3 clusters Score -866560 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -866698.625000 Penalty: 4345.573730
	Iteration 5Q: 3 clusters Score -866698.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -866836.312500 Penalty: 4345.573730
	Iteration 6Q: 3 clusters Score -866836.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -866962.187500 Penalty: 4345.573730
	Iteration 7Q: 3 clusters Score -866962.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -867079.500000 Penalty: 4345.573730
	Iteration 8Q: 3 clusters Score -867079.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -867203.687500 Penalty: 4345.573730
	Iteration 9Q: 3 clusters Score -867203.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -867329.500000 Penalty: 4345.573730
	Iteration 10Q: 3 clusters Score -867329.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -867435.437500 Penalty: 4345.573730
	Iteration 11Q: 3 clusters Score -867435.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -867528.812500 Penalty: 4345.573730
	Iteration 12Q: 3 clusters Score -867528.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -867624.062500 Penalty: 4345.573730
	Iteration 13Q: 3 clusters Score -867624.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -867717.125000 Penalty: 4345.573730
	Iteration 14Q: 3 clusters Score -867717.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -867806.937500 Penalty: 4345.573730
	Iteration 15Q: 3 clusters Score -867806.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -867886.812500 Penalty: 4345.573730
	Iteration 16Q: 3 clusters Score -867886.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -867954.187500 Penalty: 4345.573730
	Iteration 17Q: 3 clusters Score -867954.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -868021.812500 Penalty: 4345.573730
	Iteration 18Q: 3 clusters Score -868021.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -868086.062500 Penalty: 4345.573730
	Iteration 19Q: 3 clusters Score -868086.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -868154.562500 Penalty: 4345.573730
	Iteration 20F: 3 clusters Score -868154.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -868218.500000 Penalty: 4345.573730
	Iteration 21Q: 3 clusters Score -868218.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -868275.437500 Penalty: 4345.573730
	Iteration 22Q: 3 clusters Score -868275.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -868335.562500 Penalty: 4345.573730
	Iteration 23Q: 3 clusters Score -868335.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -868388.937500 Penalty: 4345.573730
	Iteration 24Q: 3 clusters Score -868388.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -868440.250000 Penalty: 4345.573730
	Iteration 25Q: 3 clusters Score -868440.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -868476.062500 Penalty: 4345.573730
	Iteration 26Q: 3 clusters Score -868476.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -868514.687500 Penalty: 4345.573730
	Iteration 27Q: 3 clusters Score -868514.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -868556.312500 Penalty: 4345.573730
	Iteration 28Q: 3 clusters Score -868556.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -868603.250000 Penalty: 4345.573730
	Iteration 29Q: 3 clusters Score -868603.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -868644.750000 Penalty: 4345.573730
	Iteration 30Q: 3 clusters Score -868644.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -868694.437500 Penalty: 4345.573730
	Iteration 31Q: 3 clusters Score -868694.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -868752.812500 Penalty: 4345.573730
	Iteration 32Q: 3 clusters Score -868752.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -868825.500000 Penalty: 4345.573730
	Iteration 33Q: 3 clusters Score -868825.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -868899.812500 Penalty: 4345.573730
	Iteration 34Q: 3 clusters Score -868899.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -868957.062500 Penalty: 4345.573730
	Iteration 35Q: 3 clusters Score -868957.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -868998.750000 Penalty: 4345.573730
	Iteration 36Q: 3 clusters Score -868998.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -869020.500000 Penalty: 4345.573730
	Iteration 37Q: 3 clusters Score -869020.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -869029.937500 Penalty: 4345.573730
	Iteration 38Q: 3 clusters Score -869029.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -869033.375000 Penalty: 4345.573730
	Iteration 39Q: 3 clusters Score -869033.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -869036.937500 Penalty: 4345.573730
	Iteration 40F: 3 clusters Score -869036.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (130993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130993 members 
Entering Unmasked Estep 
Score: -18547090.000000 Penalty: 2922.158936
	Iteration 0F: 2 clusters Score -1.854709e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65570 members 
Mstep: Class 2 contains 65423 members 
Entering Unmasked Estep 
Score: -18463954.000000 Penalty: 5844.317871
	Iteration 0F: 3 clusters Score -1.846395e+07 nChanged 62411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67041 members 
Mstep: Class 2 contains 63952 members 
Entering Unmasked Estep 
Score: -18500388.000000 Penalty: 5844.317871
	Iteration 1F: 3 clusters Score -1.850039e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67696 members 
Mstep: Class 2 contains 63297 members 
Entering Unmasked Estep 
Score: -18501540.000000 Penalty: 5844.317871
	Iteration 2Q: 3 clusters Score -1.850154e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68540 members 
Mstep: Class 2 contains 62453 members 
Entering Unmasked Estep 
Score: -18502940.000000 Penalty: 5844.317871
	Iteration 3Q: 3 clusters Score -1.850294e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69750 members 
Mstep: Class 2 contains 61243 members 
Entering Unmasked Estep 
Score: -18504420.000000 Penalty: 5844.317871
	Iteration 4Q: 3 clusters Score -1.850442e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71348 members 
Mstep: Class 2 contains 59645 members 
Entering Unmasked Estep 
Score: -18506224.000000 Penalty: 5844.317871
	Iteration 5Q: 3 clusters Score -1.850622e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73393 members 
Mstep: Class 2 contains 57600 members 
Entering Unmasked Estep 
Score: -18508696.000000 Penalty: 5844.317871
	Iteration 6Q: 3 clusters Score -1.85087e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75911 members 
Mstep: Class 2 contains 55082 members 
Entering Unmasked Estep 
Score: -18511680.000000 Penalty: 5844.317871
	Iteration 7Q: 3 clusters Score -1.851168e+07 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78765 members 
Mstep: Class 2 contains 52228 members 
Entering Unmasked Estep 
Score: -18515752.000000 Penalty: 5844.317871
	Iteration 8F: 3 clusters Score -1.851575e+07 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81659 members 
Mstep: Class 2 contains 49334 members 
Entering Unmasked Estep 
Score: -18520580.000000 Penalty: 5844.317871
	Iteration 9F: 3 clusters Score -1.852058e+07 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84142 members 
Mstep: Class 2 contains 46851 members 
Entering Unmasked Estep 
Score: -18525602.000000 Penalty: 5844.317871
	Iteration 10F: 3 clusters Score -1.85256e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85866 members 
Mstep: Class 2 contains 45127 members 
Entering Unmasked Estep 
Score: -18529194.000000 Penalty: 5844.317871
	Iteration 11Q: 3 clusters Score -1.852919e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87416 members 
Mstep: Class 2 contains 43577 members 
Entering Unmasked Estep 
Score: -18531046.000000 Penalty: 5844.317871
	Iteration 12Q: 3 clusters Score -1.853105e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88986 members 
Mstep: Class 2 contains 42007 members 
Entering Unmasked Estep 
Score: -18531960.000000 Penalty: 5844.317871
	Iteration 13Q: 3 clusters Score -1.853196e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90589 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -18532398.000000 Penalty: 5844.317871
	Iteration 14Q: 3 clusters Score -1.85324e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92210 members 
Mstep: Class 2 contains 38783 members 
Entering Unmasked Estep 
Score: -18532732.000000 Penalty: 5844.317871
	Iteration 15Q: 3 clusters Score -1.853273e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93924 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -18533172.000000 Penalty: 5844.317871
	Iteration 16Q: 3 clusters Score -1.853317e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95630 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
Score: -18533436.000000 Penalty: 5844.317871
	Iteration 17Q: 3 clusters Score -1.853344e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97408 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -18533974.000000 Penalty: 5844.317871
	Iteration 18Q: 3 clusters Score -1.853397e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99227 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -18534572.000000 Penalty: 5844.317871
	Iteration 19Q: 3 clusters Score -1.853457e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101064 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -18535030.000000 Penalty: 5844.317871
	Iteration 20F: 3 clusters Score -1.853503e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102971 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -18535452.000000 Penalty: 5844.317871
	Iteration 21Q: 3 clusters Score -1.853545e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104865 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -18535982.000000 Penalty: 5844.317871
	Iteration 22Q: 3 clusters Score -1.853598e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106749 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -18536532.000000 Penalty: 5844.317871
	Iteration 23Q: 3 clusters Score -1.853653e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108638 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -18537248.000000 Penalty: 5844.317871
	Iteration 24Q: 3 clusters Score -1.853725e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110474 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -18537950.000000 Penalty: 5844.317871
	Iteration 25Q: 3 clusters Score -1.853795e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112213 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -18538612.000000 Penalty: 5844.317871
	Iteration 26Q: 3 clusters Score -1.853861e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113859 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -18539472.000000 Penalty: 5844.317871
	Iteration 27Q: 3 clusters Score -1.853947e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115411 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -18540148.000000 Penalty: 5844.317871
	Iteration 28Q: 3 clusters Score -1.854015e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116835 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -18540746.000000 Penalty: 5844.317871
	Iteration 29Q: 3 clusters Score -1.854075e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118105 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -18541280.000000 Penalty: 5844.317871
	Iteration 30Q: 3 clusters Score -1.854128e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119183 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -18541780.000000 Penalty: 5844.317871
	Iteration 31Q: 3 clusters Score -1.854178e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120140 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -18542310.000000 Penalty: 5844.317871
	Iteration 32Q: 3 clusters Score -1.854231e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120974 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -18542702.000000 Penalty: 5844.317871
	Iteration 33Q: 3 clusters Score -1.85427e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121729 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -18543114.000000 Penalty: 5844.317871
	Iteration 34Q: 3 clusters Score -1.854311e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122372 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -18543394.000000 Penalty: 5844.317871
	Iteration 35Q: 3 clusters Score -1.854339e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122941 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -18543690.000000 Penalty: 5844.317871
	Iteration 36Q: 3 clusters Score -1.854369e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123440 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -18543900.000000 Penalty: 5844.317871
	Iteration 37Q: 3 clusters Score -1.85439e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123902 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -18544084.000000 Penalty: 5844.317871
	Iteration 38Q: 3 clusters Score -1.854408e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124284 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -18544192.000000 Penalty: 5844.317871
	Iteration 39Q: 3 clusters Score -1.854419e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124624 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -18544344.000000 Penalty: 5844.317871
	Iteration 40F: 3 clusters Score -1.854434e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124901 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -18544446.000000 Penalty: 5844.317871
	Iteration 41Q: 3 clusters Score -1.854445e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125162 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -18544522.000000 Penalty: 5844.317871
	Iteration 42Q: 3 clusters Score -1.854452e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125384 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -18544596.000000 Penalty: 5844.317871
	Iteration 43Q: 3 clusters Score -1.85446e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125578 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -18544664.000000 Penalty: 5844.317871
	Iteration 44Q: 3 clusters Score -1.854466e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125755 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -18544730.000000 Penalty: 5844.317871
	Iteration 45Q: 3 clusters Score -1.854473e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125922 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -18544816.000000 Penalty: 5844.317871
	Iteration 46Q: 3 clusters Score -1.854482e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126057 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -18544826.000000 Penalty: 5844.317871
	Iteration 47Q: 3 clusters Score -1.854483e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126169 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -18544896.000000 Penalty: 5844.317871
	Iteration 48Q: 3 clusters Score -1.85449e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126251 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -18544898.000000 Penalty: 5844.317871
	Iteration 49Q: 3 clusters Score -1.85449e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126342 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -18544902.000000 Penalty: 5844.317871
	Iteration 50Q: 3 clusters Score -1.85449e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126412 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -18544914.000000 Penalty: 5844.317871
	Iteration 51Q: 3 clusters Score -1.854491e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126471 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -18544954.000000 Penalty: 5844.317871
	Iteration 52Q: 3 clusters Score -1.854495e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126529 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -18544962.000000 Penalty: 5844.317871
	Iteration 53Q: 3 clusters Score -1.854496e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126587 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -18544970.000000 Penalty: 5844.317871
	Iteration 54Q: 3 clusters Score -1.854497e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126635 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -18544994.000000 Penalty: 5844.317871
	Iteration 55Q: 3 clusters Score -1.854499e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126688 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -18544990.000000 Penalty: 5844.317871
	Iteration 56Q: 3 clusters Score -1.854499e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126744 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -18545042.000000 Penalty: 5844.317871
	Iteration 57Q: 3 clusters Score -1.854504e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126809 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -18545040.000000 Penalty: 5844.317871
	Iteration 58Q: 3 clusters Score -1.854504e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126868 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -18545066.000000 Penalty: 5844.317871
	Iteration 59Q: 3 clusters Score -1.854507e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126913 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -18545072.000000 Penalty: 5844.317871
	Iteration 60F: 3 clusters Score -1.854507e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126964 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -18545072.000000 Penalty: 5844.317871
	Iteration 61Q: 3 clusters Score -1.854507e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126996 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -18545076.000000 Penalty: 5844.317871
	Iteration 62Q: 3 clusters Score -1.854508e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127026 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -18545084.000000 Penalty: 5844.317871
	Iteration 63Q: 3 clusters Score -1.854508e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127055 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -18545078.000000 Penalty: 5844.317871
	Iteration 64Q: 3 clusters Score -1.854508e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127084 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -18545070.000000 Penalty: 5844.317871
	Iteration 65Q: 3 clusters Score -1.854507e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127112 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -18545082.000000 Penalty: 5844.317871
	Iteration 66Q: 3 clusters Score -1.854508e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127131 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -18545110.000000 Penalty: 5844.317871
	Iteration 67Q: 3 clusters Score -1.854511e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127145 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -18545086.000000 Penalty: 5844.317871
	Iteration 68Q: 3 clusters Score -1.854509e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127161 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -18545092.000000 Penalty: 5844.317871
	Iteration 69Q: 3 clusters Score -1.854509e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127173 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -18545082.000000 Penalty: 5844.317871
	Iteration 70Q: 3 clusters Score -1.854508e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127184 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -18545082.000000 Penalty: 5844.317871
	Iteration 71Q: 3 clusters Score -1.854508e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127193 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -18545080.000000 Penalty: 5844.317871
	Iteration 72Q: 3 clusters Score -1.854508e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127198 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -18545088.000000 Penalty: 5844.317871
	Iteration 73Q: 3 clusters Score -1.854509e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127206 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -18545082.000000 Penalty: 5844.317871
	Iteration 74Q: 3 clusters Score -1.854508e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127215 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -18545088.000000 Penalty: 5844.317871
	Iteration 75Q: 3 clusters Score -1.854509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127221 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -18545094.000000 Penalty: 5844.317871
	Iteration 76Q: 3 clusters Score -1.854509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127224 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -18545094.000000 Penalty: 5844.317871
	Iteration 77Q: 3 clusters Score -1.854509e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127231 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -18545090.000000 Penalty: 5844.317871
	Iteration 78Q: 3 clusters Score -1.854509e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127238 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -18545094.000000 Penalty: 5844.317871
	Iteration 79Q: 3 clusters Score -1.854509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127243 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -18545084.000000 Penalty: 5844.317871
	Iteration 80F: 3 clusters Score -1.854508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127247 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -18545096.000000 Penalty: 5844.317871
	Iteration 81Q: 3 clusters Score -1.85451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127249 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -18545094.000000 Penalty: 5844.317871
	Iteration 82Q: 3 clusters Score -1.854509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127250 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -18545102.000000 Penalty: 5844.317871
	Iteration 83Q: 3 clusters Score -1.85451e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127250 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -18545102.000000 Penalty: 5844.317871
	Iteration 84F: 3 clusters Score -1.85451e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Entering Unmasked Estep 
Score: -2443503.250000 Penalty: 2420.098633
	Iteration 0F: 2 clusters Score -2443503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -2431236.000000 Penalty: 4840.197266
	Iteration 0F: 3 clusters Score -2431236 nChanged 7494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2435051.000000 Penalty: 4840.197266
	Iteration 1F: 3 clusters Score -2435051 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2435411.250000 Penalty: 4840.197266
	Iteration 2F: 3 clusters Score -2435411 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -2435694.250000 Penalty: 4840.197266
	Iteration 3Q: 3 clusters Score -2435694 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -2435936.250000 Penalty: 4840.197266
	Iteration 4Q: 3 clusters Score -2435936 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -2436149.000000 Penalty: 4840.197266
	Iteration 5Q: 3 clusters Score -2436149 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -2436319.250000 Penalty: 4840.197266
	Iteration 6Q: 3 clusters Score -2436319 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -2436502.000000 Penalty: 4840.197266
	Iteration 7Q: 3 clusters Score -2436502 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2436686.500000 Penalty: 4840.197266
	Iteration 8Q: 3 clusters Score -2436686 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -2436878.500000 Penalty: 4840.197266
	Iteration 9Q: 3 clusters Score -2436878 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2437108.750000 Penalty: 4840.197266
	Iteration 10Q: 3 clusters Score -2437109 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2437368.250000 Penalty: 4840.197266
	Iteration 11Q: 3 clusters Score -2437368 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -2437721.500000 Penalty: 4840.197266
	Iteration 12Q: 3 clusters Score -2437722 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2438130.250000 Penalty: 4840.197266
	Iteration 13Q: 3 clusters Score -2438130 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -2438548.000000 Penalty: 4840.197266
	Iteration 14Q: 3 clusters Score -2438548 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -2438881.250000 Penalty: 4840.197266
	Iteration 15Q: 3 clusters Score -2438881 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -2439116.500000 Penalty: 4840.197266
	Iteration 16Q: 3 clusters Score -2439116 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -2439249.750000 Penalty: 4840.197266
	Iteration 17Q: 3 clusters Score -2439250 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -2439324.500000 Penalty: 4840.197266
	Iteration 18Q: 3 clusters Score -2439324 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2439374.750000 Penalty: 4840.197266
	Iteration 19Q: 3 clusters Score -2439375 nChanged 169
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2439420 nChanged 165
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Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2439468 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2439521 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2439562 nChanged 153
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2439604 nChanged 178
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2439656 nChanged 170
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Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2439700 nChanged 152
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Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2439741 nChanged 152
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Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2439790 nChanged 157
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Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2439835 nChanged 160
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Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2439878 nChanged 165
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Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2439936 nChanged 199
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Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2440015 nChanged 184
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Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2440086 nChanged 198
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Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2440177 nChanged 210
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Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2440249 nChanged 223
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Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2440338 nChanged 232
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Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2440438 nChanged 217
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Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2440532 nChanged 209
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Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2440624 nChanged 219
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Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2440714 nChanged 195
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Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2440781 nChanged 231
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Mstep: Class 1 contains 12100 members 
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	Iteration 42Q: 3 clusters Score -2440887 nChanged 205
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Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2440968 nChanged 180
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Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 4815 members 
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	Iteration 44Q: 3 clusters Score -2441030 nChanged 143
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Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 4672 members 
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	Iteration 45Q: 3 clusters Score -2441077 nChanged 147
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Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 4525 members 
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	Iteration 46Q: 3 clusters Score -2441125 nChanged 134
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Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 4391 members 
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	Iteration 47Q: 3 clusters Score -2441172 nChanged 132
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Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 4259 members 
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	Iteration 48Q: 3 clusters Score -2441211 nChanged 117
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	Iteration 49Q: 3 clusters Score -2441245 nChanged 112
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Mstep: Class 1 contains 13270 members 
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	Iteration 50Q: 3 clusters Score -2441281 nChanged 92
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Mstep: Class 1 contains 13362 members 
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	Iteration 51Q: 3 clusters Score -2441304 nChanged 86
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Mstep: Class 1 contains 13448 members 
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	Iteration 52Q: 3 clusters Score -2441336 nChanged 67
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Mstep: Class 1 contains 13515 members 
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	Iteration 53Q: 3 clusters Score -2441347 nChanged 64
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Mstep: Class 1 contains 13579 members 
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	Iteration 54Q: 3 clusters Score -2441365 nChanged 60
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Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 3661 members 
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	Iteration 55Q: 3 clusters Score -2441377 nChanged 44
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Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 3617 members 
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	Iteration 56Q: 3 clusters Score -2441388 nChanged 44
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Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 3573 members 
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	Iteration 57Q: 3 clusters Score -2441402 nChanged 41
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Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 3532 members 
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	Iteration 58Q: 3 clusters Score -2441407 nChanged 35
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Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 3497 members 
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	Iteration 59Q: 3 clusters Score -2441411 nChanged 32
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Mstep: Class 1 contains 13835 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2441418 nChanged 26
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Mstep: Class 1 contains 13859 members 
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	Iteration 61Q: 3 clusters Score -2441426 nChanged 26
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Mstep: Class 1 contains 13885 members 
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	Iteration 62Q: 3 clusters Score -2441430 nChanged 18
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Mstep: Class 1 contains 13903 members 
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	Iteration 63Q: 3 clusters Score -2441434 nChanged 18
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Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 3379 members 
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	Iteration 64Q: 3 clusters Score -2441436 nChanged 17
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Mstep: Class 1 contains 13938 members 
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	Iteration 65Q: 3 clusters Score -2441442 nChanged 22
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Mstep: Class 1 contains 13960 members 
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	Iteration 66Q: 3 clusters Score -2441442 nChanged 22
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Mstep: Class 1 contains 13982 members 
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	Iteration 67Q: 3 clusters Score -2441444 nChanged 20
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Mstep: Class 1 contains 14002 members 
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	Iteration 68Q: 3 clusters Score -2441451 nChanged 19
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Mstep: Class 1 contains 14021 members 
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	Iteration 69Q: 3 clusters Score -2441451 nChanged 14
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	Iteration 70Q: 3 clusters Score -2441454 nChanged 10
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	Iteration 71Q: 3 clusters Score -2441452 nChanged 10
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Mstep: Class 1 contains 14055 members 
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	Iteration 72Q: 3 clusters Score -2441452 nChanged 11
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Mstep: Class 1 contains 14066 members 
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	Iteration 73Q: 3 clusters Score -2441461 nChanged 7
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	Iteration 74Q: 3 clusters Score -2441460 nChanged 3
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Mstep: Class 1 contains 14076 members 
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	Iteration 75Q: 3 clusters Score -2441461 nChanged 4
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	Iteration 76Q: 3 clusters Score -2441459 nChanged 5
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	Iteration 77Q: 3 clusters Score -2441461 nChanged 9
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	Iteration 78Q: 3 clusters Score -2441461 nChanged 8
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	Iteration 79Q: 3 clusters Score -2441464 nChanged 5
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Mstep: Class 2 contains 3195 members 
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	Iteration 80F: 3 clusters Score -2441466 nChanged 4
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Mstep: Class 1 contains 14109 members 
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	Iteration 81Q: 3 clusters Score -2441466 nChanged 3
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	Iteration 82Q: 3 clusters Score -2441466 nChanged 5
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Mstep: Class 1 contains 14117 members 
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	Iteration 83Q: 3 clusters Score -2441470 nChanged 1
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	Iteration 84Q: 3 clusters Score -2441470 nChanged 2
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	Iteration 85Q: 3 clusters Score -2441471 nChanged 4
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	Iteration 86Q: 3 clusters Score -2441468 nChanged 3
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	Iteration 87Q: 3 clusters Score -2441470 nChanged 2
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	Iteration 88Q: 3 clusters Score -2441469 nChanged 3
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	Iteration 89Q: 3 clusters Score -2441470 nChanged 3
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	Iteration 90Q: 3 clusters Score -2441473 nChanged 3
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	Iteration 91Q: 3 clusters Score -2441472 nChanged 3
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	Iteration 92Q: 3 clusters Score -2441472 nChanged 2
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	Iteration 93Q: 3 clusters Score -2441475 nChanged 1
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	Iteration 94Q: 3 clusters Score -2441478 nChanged 2
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	Iteration 95Q: 3 clusters Score -2441478 nChanged 2
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	Iteration 96Q: 3 clusters Score -2441478 nChanged 1
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	Iteration 97Q: 3 clusters Score -2441478 nChanged 3
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	Iteration 98Q: 3 clusters Score -2441478 nChanged 1
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	Iteration 99Q: 3 clusters Score -2441477 nChanged 3
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	Iteration 100F: 3 clusters Score -2441480 nChanged 1
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	Iteration 101Q: 3 clusters Score -2441479 nChanged 1
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	Iteration 102Q: 3 clusters Score -2441479 nChanged 2
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	Iteration 103Q: 3 clusters Score -2441473 nChanged 4
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	Iteration 104Q: 3 clusters Score -2441473 nChanged 1
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	Iteration 105Q: 3 clusters Score -2441476 nChanged 3
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	Iteration 106Q: 3 clusters Score -2441477 nChanged 3
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	Iteration 107Q: 3 clusters Score -2441476 nChanged 5
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	Iteration 108Q: 3 clusters Score -2441478 nChanged 3
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2441479 nChanged 6
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2441486 nChanged 5
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	Iteration 111Q: 3 clusters Score -2441484 nChanged 3
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	Iteration 112Q: 3 clusters Score -2441481 nChanged 1
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Entering Unmasked Estep 
Score: -2441483.250000 Penalty: 4840.197266
	Iteration 113Q: 3 clusters Score -2441483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2441483.250000 Penalty: 4840.197266
	Iteration 114F: 3 clusters Score -2441483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Entering Unmasked Estep 
Score: -2406419.000000 Penalty: 2414.091553
	Iteration 0F: 2 clusters Score -2406419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2394312.250000 Penalty: 4828.183105
	Iteration 0F: 3 clusters Score -2394312 nChanged 7318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -2398272.750000 Penalty: 4828.183105
	Iteration 1F: 3 clusters Score -2398273 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -2398690.000000 Penalty: 4828.183105
	Iteration 2F: 3 clusters Score -2398690 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2399059.000000 Penalty: 4828.183105
	Iteration 3F: 3 clusters Score -2399059 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -2399431.250000 Penalty: 4828.183105
	Iteration 4Q: 3 clusters Score -2399431 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -2399845.750000 Penalty: 4828.183105
	Iteration 5Q: 3 clusters Score -2399846 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -2400276.000000 Penalty: 4828.183105
	Iteration 6Q: 3 clusters Score -2400276 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -2400756.750000 Penalty: 4828.183105
	Iteration 7Q: 3 clusters Score -2400757 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -2401258.250000 Penalty: 4828.183105
	Iteration 8Q: 3 clusters Score -2401258 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -2401816.000000 Penalty: 4828.183105
	Iteration 9Q: 3 clusters Score -2401816 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -2402320.250000 Penalty: 4828.183105
	Iteration 10Q: 3 clusters Score -2402320 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2402733.000000 Penalty: 4828.183105
	Iteration 11Q: 3 clusters Score -2402733 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2403065.250000 Penalty: 4828.183105
	Iteration 12Q: 3 clusters Score -2403065 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2403327.250000 Penalty: 4828.183105
	Iteration 13Q: 3 clusters Score -2403327 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2403537.000000 Penalty: 4828.183105
	Iteration 14Q: 3 clusters Score -2403537 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2403715.250000 Penalty: 4828.183105
	Iteration 15Q: 3 clusters Score -2403715 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2403855.500000 Penalty: 4828.183105
	Iteration 16Q: 3 clusters Score -2403856 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2403949.000000 Penalty: 4828.183105
	Iteration 17Q: 3 clusters Score -2403949 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2404032.250000 Penalty: 4828.183105
	Iteration 18Q: 3 clusters Score -2404032 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2404112.000000 Penalty: 4828.183105
	Iteration 19Q: 3 clusters Score -2404112 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2404159.500000 Penalty: 4828.183105
	Iteration 20F: 3 clusters Score -2404160 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2404200.000000 Penalty: 4828.183105
	Iteration 21Q: 3 clusters Score -2404200 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2404222.500000 Penalty: 4828.183105
	Iteration 22Q: 3 clusters Score -2404222 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2404236.750000 Penalty: 4828.183105
	Iteration 23Q: 3 clusters Score -2404237 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2404253.500000 Penalty: 4828.183105
	Iteration 24Q: 3 clusters Score -2404254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2404270.250000 Penalty: 4828.183105
	Iteration 25Q: 3 clusters Score -2404270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2404283.000000 Penalty: 4828.183105
	Iteration 26Q: 3 clusters Score -2404283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2404296.750000 Penalty: 4828.183105
	Iteration 27Q: 3 clusters Score -2404297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2404301.250000 Penalty: 4828.183105
	Iteration 28Q: 3 clusters Score -2404301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2404302.000000 Penalty: 4828.183105
	Iteration 29Q: 3 clusters Score -2404302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2404302.250000 Penalty: 4828.183105
	Iteration 30Q: 3 clusters Score -2404302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2404302.250000 Penalty: 4828.183105
	Iteration 31F: 3 clusters Score -2404302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -51699.179688 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -51699.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50222.988281 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -50222.99 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -50439.992188 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -50439.99 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50589.941406 Penalty: 3021.289795
	Iteration 2F: 3 clusters Score -50589.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50667.687500 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -50667.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -50797.875000 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -50797.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50959.500000 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -50959.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -51034.039062 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -51034.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -51121.000000 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -51121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -51156.238281 Penalty: 3021.289795
	Iteration 8Q: 3 clusters Score -51156.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -51163.949219 Penalty: 3021.289795
	Iteration 9Q: 3 clusters Score -51163.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -51166.425781 Penalty: 3021.289795
	Iteration 10Q: 3 clusters Score -51166.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -51166.425781 Penalty: 3021.289795
	Iteration 11F: 3 clusters Score -51166.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (32920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Entering Unmasked Estep 
Score: -4674335.500000 Penalty: 2579.655273
	Iteration 0F: 2 clusters Score -4674336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -4652135.000000 Penalty: 5159.310547
	Iteration 0F: 3 clusters Score -4652135 nChanged 14828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -4660014.500000 Penalty: 5159.310547
	Iteration 1F: 3 clusters Score -4660014 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -4660492.500000 Penalty: 5159.310547
	Iteration 2Q: 3 clusters Score -4660492 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -4660975.500000 Penalty: 5159.310547
	Iteration 3Q: 3 clusters Score -4660976 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -4661527.500000 Penalty: 5159.310547
	Iteration 4Q: 3 clusters Score -4661528 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -4662255.500000 Penalty: 5159.310547
	Iteration 5Q: 3 clusters Score -4662256 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -4663256.500000 Penalty: 5159.310547
	Iteration 6F: 3 clusters Score -4663256 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -4664649.500000 Penalty: 5159.310547
	Iteration 7F: 3 clusters Score -4664650 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -4666504.000000 Penalty: 5159.310547
	Iteration 8F: 3 clusters Score -4666504 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -4668540.500000 Penalty: 5159.310547
	Iteration 9F: 3 clusters Score -4668540 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30510 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -4670083.000000 Penalty: 5159.310547
	Iteration 10F: 3 clusters Score -4670083 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -4671079.500000 Penalty: 5159.310547
	Iteration 11Q: 3 clusters Score -4671080 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4671582.000000 Penalty: 5159.310547
	Iteration 12Q: 3 clusters Score -4671582 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4671840.500000 Penalty: 5159.310547
	Iteration 13Q: 3 clusters Score -4671840 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4671975.500000 Penalty: 5159.310547
	Iteration 14Q: 3 clusters Score -4671976 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4672033.500000 Penalty: 5159.310547
	Iteration 15Q: 3 clusters Score -4672034 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4672070.500000 Penalty: 5159.310547
	Iteration 16Q: 3 clusters Score -4672070 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4672096.000000 Penalty: 5159.310547
	Iteration 17Q: 3 clusters Score -4672096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4672104.000000 Penalty: 5159.310547
	Iteration 18Q: 3 clusters Score -4672104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4672111.500000 Penalty: 5159.310547
	Iteration 19Q: 3 clusters Score -4672112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4672120.000000 Penalty: 5159.310547
	Iteration 20F: 3 clusters Score -4672120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4672123.000000 Penalty: 5159.310547
	Iteration 21Q: 3 clusters Score -4672123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4672128.500000 Penalty: 5159.310547
	Iteration 22Q: 3 clusters Score -4672128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4672133.000000 Penalty: 5159.310547
	Iteration 23Q: 3 clusters Score -4672133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4672137.500000 Penalty: 5159.310547
	Iteration 24Q: 3 clusters Score -4672138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4672138.500000 Penalty: 5159.310547
	Iteration 25Q: 3 clusters Score -4672138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4672140.500000 Penalty: 5159.310547
	Iteration 26Q: 3 clusters Score -4672140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32599 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4672145.500000 Penalty: 5159.310547
	Iteration 27Q: 3 clusters Score -4672146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4672147.500000 Penalty: 5159.310547
	Iteration 28Q: 3 clusters Score -4672148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4672150.000000 Penalty: 5159.310547
	Iteration 29Q: 3 clusters Score -4672150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4672150.000000 Penalty: 5159.310547
	Iteration 30F: 3 clusters Score -4672150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Entering Unmasked Estep 
Score: -472983.343750 Penalty: 2020.455566
	Iteration 0F: 2 clusters Score -472983.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -469424.312500 Penalty: 4040.911133
	Iteration 0F: 3 clusters Score -469424.3 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -470191.531250 Penalty: 4040.911133
	Iteration 1F: 3 clusters Score -470191.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -470358.062500 Penalty: 4040.911133
	Iteration 2F: 3 clusters Score -470358.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -470445.781250 Penalty: 4040.911133
	Iteration 3Q: 3 clusters Score -470445.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -470494.500000 Penalty: 4040.911133
	Iteration 4Q: 3 clusters Score -470494.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -470537.937500 Penalty: 4040.911133
	Iteration 5Q: 3 clusters Score -470537.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -470582.093750 Penalty: 4040.911133
	Iteration 6Q: 3 clusters Score -470582.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -470614.468750 Penalty: 4040.911133
	Iteration 7Q: 3 clusters Score -470614.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -470651.687500 Penalty: 4040.911133
	Iteration 8Q: 3 clusters Score -470651.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -470681.093750 Penalty: 4040.911133
	Iteration 9Q: 3 clusters Score -470681.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -470699.656250 Penalty: 4040.911133
	Iteration 10Q: 3 clusters Score -470699.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -470712.406250 Penalty: 4040.911133
	Iteration 11Q: 3 clusters Score -470712.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -470723.093750 Penalty: 4040.911133
	Iteration 12Q: 3 clusters Score -470723.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -470735.656250 Penalty: 4040.911133
	Iteration 13Q: 3 clusters Score -470735.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -470750.468750 Penalty: 4040.911133
	Iteration 14Q: 3 clusters Score -470750.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -470762.218750 Penalty: 4040.911133
	Iteration 15Q: 3 clusters Score -470762.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -470775.500000 Penalty: 4040.911133
	Iteration 16Q: 3 clusters Score -470775.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -470802.656250 Penalty: 4040.911133
	Iteration 17Q: 3 clusters Score -470802.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -470828.312500 Penalty: 4040.911133
	Iteration 18Q: 3 clusters Score -470828.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -470852.812500 Penalty: 4040.911133
	Iteration 19Q: 3 clusters Score -470852.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -470874.156250 Penalty: 4040.911133
	Iteration 20F: 3 clusters Score -470874.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -470895.437500 Penalty: 4040.911133
	Iteration 21Q: 3 clusters Score -470895.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -470914.906250 Penalty: 4040.911133
	Iteration 22Q: 3 clusters Score -470914.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -470927.312500 Penalty: 4040.911133
	Iteration 23Q: 3 clusters Score -470927.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -470940.968750 Penalty: 4040.911133
	Iteration 24Q: 3 clusters Score -470941 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -470949.437500 Penalty: 4040.911133
	Iteration 25Q: 3 clusters Score -470949.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -470957.531250 Penalty: 4040.911133
	Iteration 26Q: 3 clusters Score -470957.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -470964.750000 Penalty: 4040.911133
	Iteration 27Q: 3 clusters Score -470964.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -470970.937500 Penalty: 4040.911133
	Iteration 28Q: 3 clusters Score -470970.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -470978.000000 Penalty: 4040.911133
	Iteration 29Q: 3 clusters Score -470978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -470982.750000 Penalty: 4040.911133
	Iteration 30Q: 3 clusters Score -470982.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -470985.718750 Penalty: 4040.911133
	Iteration 31Q: 3 clusters Score -470985.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -470986.531250 Penalty: 4040.911133
	Iteration 32Q: 3 clusters Score -470986.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -470989.156250 Penalty: 4040.911133
	Iteration 33Q: 3 clusters Score -470989.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -470992.562500 Penalty: 4040.911133
	Iteration 34Q: 3 clusters Score -470992.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -470993.125000 Penalty: 4040.911133
	Iteration 35Q: 3 clusters Score -470993.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -470997.375000 Penalty: 4040.911133
	Iteration 36Q: 3 clusters Score -470997.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -471001.281250 Penalty: 4040.911133
	Iteration 37Q: 3 clusters Score -471001.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -471004.562500 Penalty: 4040.911133
	Iteration 38Q: 3 clusters Score -471004.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -471009.343750 Penalty: 4040.911133
	Iteration 39Q: 3 clusters Score -471009.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -471014.375000 Penalty: 4040.911133
	Iteration 40F: 3 clusters Score -471014.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -471017.656250 Penalty: 4040.911133
	Iteration 41Q: 3 clusters Score -471017.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -471017.750000 Penalty: 4040.911133
	Iteration 42Q: 3 clusters Score -471017.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -471018.625000 Penalty: 4040.911133
	Iteration 43Q: 3 clusters Score -471018.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -471019.375000 Penalty: 4040.911133
	Iteration 44Q: 3 clusters Score -471019.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -471020.937500 Penalty: 4040.911133
	Iteration 45Q: 3 clusters Score -471020.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -471022.281250 Penalty: 4040.911133
	Iteration 46Q: 3 clusters Score -471022.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -471022.000000 Penalty: 4040.911133
	Iteration 47Q: 3 clusters Score -471022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -471022.968750 Penalty: 4040.911133
	Iteration 48Q: 3 clusters Score -471023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -471023.093750 Penalty: 4040.911133
	Iteration 49Q: 3 clusters Score -471023.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -471023.000000 Penalty: 4040.911133
	Iteration 50Q: 3 clusters Score -471023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -471023.000000 Penalty: 4040.911133
	Iteration 51F: 3 clusters Score -471023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (179770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179770 members 
Entering Unmasked Estep 
Score: -25319280.000000 Penalty: 3000.659668
	Iteration 0F: 2 clusters Score -2.531928e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90216 members 
Mstep: Class 2 contains 89554 members 
Entering Unmasked Estep 
Score: -25213264.000000 Penalty: 6001.319336
	Iteration 0F: 3 clusters Score -2.521326e+07 nChanged 86529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97865 members 
Mstep: Class 2 contains 81905 members 
Entering Unmasked Estep 
Score: -25263698.000000 Penalty: 6001.319336
	Iteration 1F: 3 clusters Score -2.52637e+07 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102685 members 
Mstep: Class 2 contains 77085 members 
Entering Unmasked Estep 
Score: -25265268.000000 Penalty: 6001.319336
	Iteration 2Q: 3 clusters Score -2.526527e+07 nChanged 8846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109671 members 
Mstep: Class 2 contains 70099 members 
Entering Unmasked Estep 
Score: -25267594.000000 Penalty: 6001.319336
	Iteration 3Q: 3 clusters Score -2.526759e+07 nChanged 10750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119265 members 
Mstep: Class 2 contains 60505 members 
Entering Unmasked Estep 
Score: -25271900.000000 Penalty: 6001.319336
	Iteration 4F: 3 clusters Score -2.52719e+07 nChanged 12737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131368 members 
Mstep: Class 2 contains 48402 members 
Entering Unmasked Estep 
Score: -25278208.000000 Penalty: 6001.319336
	Iteration 5F: 3 clusters Score -2.527821e+07 nChanged 13343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144425 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -25286850.000000 Penalty: 6001.319336
	Iteration 6F: 3 clusters Score -2.528685e+07 nChanged 12164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156453 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -25299508.000000 Penalty: 6001.319336
	Iteration 7F: 3 clusters Score -2.529951e+07 nChanged 10166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166583 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -25311996.000000 Penalty: 6001.319336
	Iteration 8F: 3 clusters Score -2.5312e+07 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173710 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -25316066.000000 Penalty: 6001.319336
	Iteration 9Q: 3 clusters Score -2.531607e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177301 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -25316526.000000 Penalty: 6001.319336
	Iteration 10Q: 3 clusters Score -2.531653e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178707 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -25316674.000000 Penalty: 6001.319336
	Iteration 11Q: 3 clusters Score -2.531667e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179202 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -25316794.000000 Penalty: 6001.319336
	Iteration 12Q: 3 clusters Score -2.531679e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179366 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -25316810.000000 Penalty: 6001.319336
	Iteration 13Q: 3 clusters Score -2.531681e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179429 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -25316884.000000 Penalty: 6001.319336
	Iteration 14Q: 3 clusters Score -2.531688e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179452 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -25316916.000000 Penalty: 6001.319336
	Iteration 15Q: 3 clusters Score -2.531692e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179465 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -25316918.000000 Penalty: 6001.319336
	Iteration 16Q: 3 clusters Score -2.531692e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179467 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -25316962.000000 Penalty: 6001.319336
	Iteration 17Q: 3 clusters Score -2.531696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179474 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -25316962.000000 Penalty: 6001.319336
	Iteration 18Q: 3 clusters Score -2.531696e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179475 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -25316954.000000 Penalty: 6001.319336
	Iteration 19Q: 3 clusters Score -2.531695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179476 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -25316990.000000 Penalty: 6001.319336
	Iteration 20F: 3 clusters Score -2.531699e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179468 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -25317018.000000 Penalty: 6001.319336
	Iteration 21Q: 3 clusters Score -2.531702e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179461 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -25317088.000000 Penalty: 6001.319336
	Iteration 22Q: 3 clusters Score -2.531709e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179461 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -25317114.000000 Penalty: 6001.319336
	Iteration 23Q: 3 clusters Score -2.531711e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179459 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -25317132.000000 Penalty: 6001.319336
	Iteration 24Q: 3 clusters Score -2.531713e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179458 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -25317182.000000 Penalty: 6001.319336
	Iteration 25Q: 3 clusters Score -2.531718e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179460 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -25317220.000000 Penalty: 6001.319336
	Iteration 26Q: 3 clusters Score -2.531722e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179458 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -25317222.000000 Penalty: 6001.319336
	Iteration 27Q: 3 clusters Score -2.531722e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179461 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -25317228.000000 Penalty: 6001.319336
	Iteration 28Q: 3 clusters Score -2.531723e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179463 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -25317260.000000 Penalty: 6001.319336
	Iteration 29Q: 3 clusters Score -2.531726e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179461 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -25317278.000000 Penalty: 6001.319336
	Iteration 30Q: 3 clusters Score -2.531728e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179459 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -25317288.000000 Penalty: 6001.319336
	Iteration 31Q: 3 clusters Score -2.531729e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179452 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -25317310.000000 Penalty: 6001.319336
	Iteration 32Q: 3 clusters Score -2.531731e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179448 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -25317326.000000 Penalty: 6001.319336
	Iteration 33Q: 3 clusters Score -2.531733e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179440 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -25317358.000000 Penalty: 6001.319336
	Iteration 34Q: 3 clusters Score -2.531736e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179437 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -25317376.000000 Penalty: 6001.319336
	Iteration 35Q: 3 clusters Score -2.531738e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179438 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -25317380.000000 Penalty: 6001.319336
	Iteration 36Q: 3 clusters Score -2.531738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179438 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -25317398.000000 Penalty: 6001.319336
	Iteration 37Q: 3 clusters Score -2.53174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179435 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -25317408.000000 Penalty: 6001.319336
	Iteration 38Q: 3 clusters Score -2.531741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179436 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -25317404.000000 Penalty: 6001.319336
	Iteration 39Q: 3 clusters Score -2.53174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179435 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -25317428.000000 Penalty: 6001.319336
	Iteration 40F: 3 clusters Score -2.531743e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179416 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -25317488.000000 Penalty: 6001.319336
	Iteration 41Q: 3 clusters Score -2.531749e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179401 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -25317556.000000 Penalty: 6001.319336
	Iteration 42Q: 3 clusters Score -2.531756e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179384 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -25317608.000000 Penalty: 6001.319336
	Iteration 43Q: 3 clusters Score -2.531761e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179374 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -25317658.000000 Penalty: 6001.319336
	Iteration 44Q: 3 clusters Score -2.531766e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179364 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -25317738.000000 Penalty: 6001.319336
	Iteration 45Q: 3 clusters Score -2.531774e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179358 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -25317740.000000 Penalty: 6001.319336
	Iteration 46Q: 3 clusters Score -2.531774e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179347 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -25317754.000000 Penalty: 6001.319336
	Iteration 47Q: 3 clusters Score -2.531775e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179340 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -25317794.000000 Penalty: 6001.319336
	Iteration 48Q: 3 clusters Score -2.531779e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179336 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -25317834.000000 Penalty: 6001.319336
	Iteration 49Q: 3 clusters Score -2.531783e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179332 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -25317840.000000 Penalty: 6001.319336
	Iteration 50Q: 3 clusters Score -2.531784e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179332 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -25317838.000000 Penalty: 6001.319336
	Iteration 51Q: 3 clusters Score -2.531784e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179324 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -25317886.000000 Penalty: 6001.319336
	Iteration 52Q: 3 clusters Score -2.531789e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179316 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -25317900.000000 Penalty: 6001.319336
	Iteration 53Q: 3 clusters Score -2.53179e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179313 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -25317910.000000 Penalty: 6001.319336
	Iteration 54Q: 3 clusters Score -2.531791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179310 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -25317942.000000 Penalty: 6001.319336
	Iteration 55Q: 3 clusters Score -2.531794e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179306 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -25317960.000000 Penalty: 6001.319336
	Iteration 56Q: 3 clusters Score -2.531796e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179301 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -25317978.000000 Penalty: 6001.319336
	Iteration 57Q: 3 clusters Score -2.531798e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179298 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -25317996.000000 Penalty: 6001.319336
	Iteration 58Q: 3 clusters Score -2.5318e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179298 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -25317988.000000 Penalty: 6001.319336
	Iteration 59Q: 3 clusters Score -2.531799e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179296 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -25318002.000000 Penalty: 6001.319336
	Iteration 60F: 3 clusters Score -2.5318e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179279 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -25318054.000000 Penalty: 6001.319336
	Iteration 61Q: 3 clusters Score -2.531805e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179261 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -25318088.000000 Penalty: 6001.319336
	Iteration 62Q: 3 clusters Score -2.531809e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179251 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -25318104.000000 Penalty: 6001.319336
	Iteration 63Q: 3 clusters Score -2.53181e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179235 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -25318138.000000 Penalty: 6001.319336
	Iteration 64Q: 3 clusters Score -2.531814e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179220 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -25318186.000000 Penalty: 6001.319336
	Iteration 65Q: 3 clusters Score -2.531819e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179199 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -25318250.000000 Penalty: 6001.319336
	Iteration 66Q: 3 clusters Score -2.531825e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179182 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -25318308.000000 Penalty: 6001.319336
	Iteration 67Q: 3 clusters Score -2.531831e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179157 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -25318348.000000 Penalty: 6001.319336
	Iteration 68Q: 3 clusters Score -2.531835e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179137 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -25318408.000000 Penalty: 6001.319336
	Iteration 69Q: 3 clusters Score -2.531841e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179108 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -25318492.000000 Penalty: 6001.319336
	Iteration 70Q: 3 clusters Score -2.531849e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179078 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -25318560.000000 Penalty: 6001.319336
	Iteration 71Q: 3 clusters Score -2.531856e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179037 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -25318672.000000 Penalty: 6001.319336
	Iteration 72Q: 3 clusters Score -2.531867e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179013 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -25318752.000000 Penalty: 6001.319336
	Iteration 73Q: 3 clusters Score -2.531875e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178992 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -25318808.000000 Penalty: 6001.319336
	Iteration 74Q: 3 clusters Score -2.531881e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178980 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -25318884.000000 Penalty: 6001.319336
	Iteration 75Q: 3 clusters Score -2.531888e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178963 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -25318930.000000 Penalty: 6001.319336
	Iteration 76Q: 3 clusters Score -2.531893e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178951 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -25318978.000000 Penalty: 6001.319336
	Iteration 77Q: 3 clusters Score -2.531898e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178946 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -25318982.000000 Penalty: 6001.319336
	Iteration 78Q: 3 clusters Score -2.531898e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178944 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -25319010.000000 Penalty: 6001.319336
	Iteration 79Q: 3 clusters Score -2.531901e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178943 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -25319064.000000 Penalty: 6001.319336
	Iteration 80F: 3 clusters Score -2.531906e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178915 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -25319126.000000 Penalty: 6001.319336
	Iteration 81Q: 3 clusters Score -2.531913e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178892 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -25319164.000000 Penalty: 6001.319336
	Iteration 82Q: 3 clusters Score -2.531916e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178875 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -25319192.000000 Penalty: 6001.319336
	Iteration 83Q: 3 clusters Score -2.531919e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178868 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -25319214.000000 Penalty: 6001.319336
	Iteration 84Q: 3 clusters Score -2.531921e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178862 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -25319204.000000 Penalty: 6001.319336
	Iteration 85Q: 3 clusters Score -2.53192e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178863 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -25319214.000000 Penalty: 6001.319336
	Iteration 86Q: 3 clusters Score -2.531921e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178854 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -25319234.000000 Penalty: 6001.319336
	Iteration 87Q: 3 clusters Score -2.531923e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178852 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -25319252.000000 Penalty: 6001.319336
	Iteration 88Q: 3 clusters Score -2.531925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178854 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -25319246.000000 Penalty: 6001.319336
	Iteration 89Q: 3 clusters Score -2.531925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178851 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -25319254.000000 Penalty: 6001.319336
	Iteration 90Q: 3 clusters Score -2.531925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178846 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -25319260.000000 Penalty: 6001.319336
	Iteration 91Q: 3 clusters Score -2.531926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178845 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -25319270.000000 Penalty: 6001.319336
	Iteration 92Q: 3 clusters Score -2.531927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178843 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -25319274.000000 Penalty: 6001.319336
	Iteration 93Q: 3 clusters Score -2.531927e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178843 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -25319274.000000 Penalty: 6001.319336
	Iteration 94F: 3 clusters Score -2.531927e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Entering Unmasked Estep 
Score: -293391.093750 Penalty: 1900.641602
	Iteration 0F: 2 clusters Score -293391.1 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 1097 members 
Entering Unmasked Estep 
Score: -290693.000000 Penalty: 3801.283203
	Iteration 0F: 3 clusters Score -290693 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -291154.562500 Penalty: 3801.283203
	Iteration 1F: 3 clusters Score -291154.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -291285.625000 Penalty: 3801.283203
	Iteration 2F: 3 clusters Score -291285.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -291371.718750 Penalty: 3801.283203
	Iteration 3Q: 3 clusters Score -291371.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -291424.156250 Penalty: 3801.283203
	Iteration 4Q: 3 clusters Score -291424.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -291455.437500 Penalty: 3801.283203
	Iteration 5Q: 3 clusters Score -291455.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -291481.781250 Penalty: 3801.283203
	Iteration 6Q: 3 clusters Score -291481.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -291505.156250 Penalty: 3801.283203
	Iteration 7Q: 3 clusters Score -291505.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -291520.562500 Penalty: 3801.283203
	Iteration 8Q: 3 clusters Score -291520.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -291532.000000 Penalty: 3801.283203
	Iteration 9Q: 3 clusters Score -291532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -291541.062500 Penalty: 3801.283203
	Iteration 10Q: 3 clusters Score -291541.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -291552.437500 Penalty: 3801.283203
	Iteration 11Q: 3 clusters Score -291552.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -291568.625000 Penalty: 3801.283203
	Iteration 12Q: 3 clusters Score -291568.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -291584.906250 Penalty: 3801.283203
	Iteration 13Q: 3 clusters Score -291584.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -291593.187500 Penalty: 3801.283203
	Iteration 14Q: 3 clusters Score -291593.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -291601.125000 Penalty: 3801.283203
	Iteration 15Q: 3 clusters Score -291601.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -291607.812500 Penalty: 3801.283203
	Iteration 16Q: 3 clusters Score -291607.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -291611.531250 Penalty: 3801.283203
	Iteration 17Q: 3 clusters Score -291611.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -291614.718750 Penalty: 3801.283203
	Iteration 18Q: 3 clusters Score -291614.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -291619.562500 Penalty: 3801.283203
	Iteration 19Q: 3 clusters Score -291619.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -291623.375000 Penalty: 3801.283203
	Iteration 20F: 3 clusters Score -291623.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -291624.531250 Penalty: 3801.283203
	Iteration 21Q: 3 clusters Score -291624.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -291625.187500 Penalty: 3801.283203
	Iteration 22Q: 3 clusters Score -291625.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -291625.625000 Penalty: 3801.283203
	Iteration 23Q: 3 clusters Score -291625.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -291626.031250 Penalty: 3801.283203
	Iteration 24Q: 3 clusters Score -291626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -291627.250000 Penalty: 3801.283203
	Iteration 25Q: 3 clusters Score -291627.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -291628.500000 Penalty: 3801.283203
	Iteration 26Q: 3 clusters Score -291628.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -291630.093750 Penalty: 3801.283203
	Iteration 27Q: 3 clusters Score -291630.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -291630.093750 Penalty: 3801.283203
	Iteration 28F: 3 clusters Score -291630.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -81267.898438 Penalty: 1583.946045
	Iteration 0F: 2 clusters Score -81267.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -79638.320312 Penalty: 3167.892090
	Iteration 0F: 3 clusters Score -79638.32 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -79790.375000 Penalty: 3167.892090
	Iteration 1F: 3 clusters Score -79790.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -79851.226562 Penalty: 3167.892090
	Iteration 2Q: 3 clusters Score -79851.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -79890.117188 Penalty: 3167.892090
	Iteration 3Q: 3 clusters Score -79890.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -79914.406250 Penalty: 3167.892090
	Iteration 4Q: 3 clusters Score -79914.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -79925.648438 Penalty: 3167.892090
	Iteration 5Q: 3 clusters Score -79925.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -79941.750000 Penalty: 3167.892090
	Iteration 6Q: 3 clusters Score -79941.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -79948.375000 Penalty: 3167.892090
	Iteration 7Q: 3 clusters Score -79948.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -79949.382812 Penalty: 3167.892090
	Iteration 8Q: 3 clusters Score -79949.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -79954.093750 Penalty: 3167.892090
	Iteration 9Q: 3 clusters Score -79954.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -79960.210938 Penalty: 3167.892090
	Iteration 10Q: 3 clusters Score -79960.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -79960.210938 Penalty: 3167.892090
	Iteration 11F: 3 clusters Score -79960.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -481275.250000 Penalty: 2027.675293
	Iteration 0F: 2 clusters Score -481275.2 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 1805 members 
Entering Unmasked Estep 
Score: -477673.656250 Penalty: 4055.350586
	Iteration 0F: 3 clusters Score -477673.7 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -478406.343750 Penalty: 4055.350586
	Iteration 1F: 3 clusters Score -478406.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -478586.343750 Penalty: 4055.350586
	Iteration 2F: 3 clusters Score -478586.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -478699.562500 Penalty: 4055.350586
	Iteration 3Q: 3 clusters Score -478699.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -478792.468750 Penalty: 4055.350586
	Iteration 4Q: 3 clusters Score -478792.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -478859.093750 Penalty: 4055.350586
	Iteration 5Q: 3 clusters Score -478859.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -478910.656250 Penalty: 4055.350586
	Iteration 6Q: 3 clusters Score -478910.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -478949.812500 Penalty: 4055.350586
	Iteration 7Q: 3 clusters Score -478949.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -478984.843750 Penalty: 4055.350586
	Iteration 8Q: 3 clusters Score -478984.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -479026.843750 Penalty: 4055.350586
	Iteration 9Q: 3 clusters Score -479026.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -479096.093750 Penalty: 4055.350586
	Iteration 10Q: 3 clusters Score -479096.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -479164.187500 Penalty: 4055.350586
	Iteration 11Q: 3 clusters Score -479164.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -479213.687500 Penalty: 4055.350586
	Iteration 12Q: 3 clusters Score -479213.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -479265.625000 Penalty: 4055.350586
	Iteration 13Q: 3 clusters Score -479265.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -479324.031250 Penalty: 4055.350586
	Iteration 14Q: 3 clusters Score -479324 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -479376.500000 Penalty: 4055.350586
	Iteration 15Q: 3 clusters Score -479376.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -479419.843750 Penalty: 4055.350586
	Iteration 16Q: 3 clusters Score -479419.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -479458.531250 Penalty: 4055.350586
	Iteration 17Q: 3 clusters Score -479458.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -479499.031250 Penalty: 4055.350586
	Iteration 18Q: 3 clusters Score -479499 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -479541.437500 Penalty: 4055.350586
	Iteration 19Q: 3 clusters Score -479541.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -479590.093750 Penalty: 4055.350586
	Iteration 20F: 3 clusters Score -479590.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -479638.781250 Penalty: 4055.350586
	Iteration 21Q: 3 clusters Score -479638.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -479675.968750 Penalty: 4055.350586
	Iteration 22Q: 3 clusters Score -479676 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -479716.343750 Penalty: 4055.350586
	Iteration 23Q: 3 clusters Score -479716.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -479757.250000 Penalty: 4055.350586
	Iteration 24Q: 3 clusters Score -479757.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -479795.312500 Penalty: 4055.350586
	Iteration 25Q: 3 clusters Score -479795.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -479837.750000 Penalty: 4055.350586
	Iteration 26Q: 3 clusters Score -479837.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -479869.687500 Penalty: 4055.350586
	Iteration 27Q: 3 clusters Score -479869.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -479898.468750 Penalty: 4055.350586
	Iteration 28Q: 3 clusters Score -479898.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -479918.875000 Penalty: 4055.350586
	Iteration 29Q: 3 clusters Score -479918.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -479932.250000 Penalty: 4055.350586
	Iteration 30Q: 3 clusters Score -479932.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -479940.531250 Penalty: 4055.350586
	Iteration 31Q: 3 clusters Score -479940.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -479944.187500 Penalty: 4055.350586
	Iteration 32Q: 3 clusters Score -479944.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -479945.406250 Penalty: 4055.350586
	Iteration 33Q: 3 clusters Score -479945.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -479946.531250 Penalty: 4055.350586
	Iteration 34Q: 3 clusters Score -479946.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -479948.375000 Penalty: 4055.350586
	Iteration 35Q: 3 clusters Score -479948.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -479950.062500 Penalty: 4055.350586
	Iteration 36Q: 3 clusters Score -479950.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -479951.937500 Penalty: 4055.350586
	Iteration 37Q: 3 clusters Score -479951.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -479953.218750 Penalty: 4055.350586
	Iteration 38Q: 3 clusters Score -479953.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -479953.218750 Penalty: 4055.350586
	Iteration 39F: 3 clusters Score -479953.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (95 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Entering Unmasked Estep 
Score: -9003.604492 Penalty: 1129.361450
	Iteration 0F: 2 clusters Score -9003.604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -8315.981445 Penalty: 2258.722900
	Iteration 0F: 3 clusters Score -8315.981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -8410.974609 Penalty: 2258.722900
	Iteration 1Q: 3 clusters Score -8410.975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -8410.974609 Penalty: 2258.722900
	Iteration 2F: 3 clusters Score -8410.975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -24767.232422 Penalty: 1346.477661
	Iteration 0F: 2 clusters Score -24767.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -23635.111328 Penalty: 2692.955322
	Iteration 0F: 3 clusters Score -23635.11 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -23825.919922 Penalty: 2692.955322
	Iteration 1F: 3 clusters Score -23825.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -23895.933594 Penalty: 2692.955322
	Iteration 2Q: 3 clusters Score -23895.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -23935.945312 Penalty: 2692.955322
	Iteration 3Q: 3 clusters Score -23935.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -23990.316406 Penalty: 2692.955322
	Iteration 4Q: 3 clusters Score -23990.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -24111.033203 Penalty: 2692.955322
	Iteration 5Q: 3 clusters Score -24111.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -24173.597656 Penalty: 2692.955322
	Iteration 6Q: 3 clusters Score -24173.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24265.015625 Penalty: 2692.955322
	Iteration 7Q: 3 clusters Score -24265.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24373.878906 Penalty: 2692.955322
	Iteration 8Q: 3 clusters Score -24373.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24378.898438 Penalty: 2692.955322
	Iteration 9Q: 3 clusters Score -24378.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24380.119141 Penalty: 2692.955322
	Iteration 10F: 3 clusters Score -24380.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -24387.138672 Penalty: 2692.955322
	Iteration 11Q: 3 clusters Score -24387.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24392.148438 Penalty: 2692.955322
	Iteration 12Q: 3 clusters Score -24392.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24392.148438 Penalty: 2692.955322
	Iteration 13F: 3 clusters Score -24392.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -33150.343750 Penalty: 1423.468628
	Iteration 0F: 2 clusters Score -33150.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31960.416016 Penalty: 2846.937256
	Iteration 0F: 3 clusters Score -31960.42 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -32243.476562 Penalty: 2846.937256
	Iteration 1F: 3 clusters Score -32243.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -32521.662109 Penalty: 2846.937256
	Iteration 2F: 3 clusters Score -32521.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -32613.646484 Penalty: 2846.937256
	Iteration 3F: 3 clusters Score -32613.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -32661.419922 Penalty: 2846.937256
	Iteration 4Q: 3 clusters Score -32661.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -32707.187500 Penalty: 2846.937256
	Iteration 5Q: 3 clusters Score -32707.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -32730.583984 Penalty: 2846.937256
	Iteration 6Q: 3 clusters Score -32730.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -32743.222656 Penalty: 2846.937256
	Iteration 7Q: 3 clusters Score -32743.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -32743.222656 Penalty: 2846.937256
	Iteration 8F: 3 clusters Score -32743.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -59295.281250 Penalty: 1553.322754
	Iteration 0F: 2 clusters Score -59295.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -57898.683594 Penalty: 3106.645508
	Iteration 0F: 3 clusters Score -57898.68 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -58250.187500 Penalty: 3106.645508
	Iteration 1F: 3 clusters Score -58250.19 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -58356.992188 Penalty: 3106.645508
	Iteration 2F: 3 clusters Score -58356.99 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -58663.988281 Penalty: 3106.645508
	Iteration 3Q: 3 clusters Score -58663.99 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -58889.484375 Penalty: 3106.645508
	Iteration 4F: 3 clusters Score -58889.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -58986.171875 Penalty: 3106.645508
	Iteration 5Q: 3 clusters Score -58986.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -59067.230469 Penalty: 3106.645508
	Iteration 6Q: 3 clusters Score -59067.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -59183.605469 Penalty: 3106.645508
	Iteration 7Q: 3 clusters Score -59183.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -59236.515625 Penalty: 3106.645508
	Iteration 8Q: 3 clusters Score -59236.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -59307.910156 Penalty: 3106.645508
	Iteration 9Q: 3 clusters Score -59307.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -59331.527344 Penalty: 3106.645508
	Iteration 10Q: 3 clusters Score -59331.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -59348.539062 Penalty: 3106.645508
	Iteration 11Q: 3 clusters Score -59348.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -59352.121094 Penalty: 3106.645508
	Iteration 12Q: 3 clusters Score -59352.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -59355.007812 Penalty: 3106.645508
	Iteration 13Q: 3 clusters Score -59355.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -59358.179688 Penalty: 3106.645508
	Iteration 14Q: 3 clusters Score -59358.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -59358.179688 Penalty: 3106.645508
	Iteration 15F: 3 clusters Score -59358.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 65266 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 169801 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 30824 members 
Mstep: Class 8 contains 137359 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 155743 members 
Mstep: Class 11 contains 6382 members 
Mstep: Class 12 contains 130993 members 
Mstep: Class 13 contains 17300 members 
Mstep: Class 14 contains 16886 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32920 members 
Mstep: Class 17 contains 3453 members 
Mstep: Class 18 contains 179770 members 
Mstep: Class 19 contains 2130 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3555 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 402 members 
Mstep: Class 26 contains 123 members 
Entering Unmasked Estep 
Score: -132673464.000000 Penalty: 88826.445312
Splitting cluster 25 changes total score from -132676240.000000 to -132673464.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 65266 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 169801 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 30824 members 
Mstep: Class 8 contains 137359 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 155743 members 
Mstep: Class 11 contains 6382 members 
Mstep: Class 12 contains 130993 members 
Mstep: Class 13 contains 17300 members 
Mstep: Class 14 contains 16886 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32920 members 
Mstep: Class 17 contains 3453 members 
Mstep: Class 18 contains 179770 members 
Mstep: Class 19 contains 2130 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3555 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675696.000000 Penalty: 85410.039062
Iteration 319Q: 26 clusters Score -1.326757e+08 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 65312 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 169933 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 30918 members 
Mstep: Class 8 contains 137345 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 155526 members 
Mstep: Class 11 contains 6379 members 
Mstep: Class 12 contains 130973 members 
Mstep: Class 13 contains 17298 members 
Mstep: Class 14 contains 16879 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32919 members 
Mstep: Class 17 contains 3454 members 
Mstep: Class 18 contains 179773 members 
Mstep: Class 19 contains 2130 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3543 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675344.000000 Penalty: 85410.039062
Iteration 320F: 26 clusters Score -1.326753e+08 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 65360 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 169596 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 30999 members 
Mstep: Class 8 contains 137339 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 155722 members 
Mstep: Class 11 contains 6382 members 
Mstep: Class 12 contains 130947 members 
Mstep: Class 13 contains 17296 members 
Mstep: Class 14 contains 16883 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32924 members 
Mstep: Class 17 contains 3448 members 
Mstep: Class 18 contains 179818 members 
Mstep: Class 19 contains 2135 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3537 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675416.000000 Penalty: 85410.039062
Iteration 321Q: 26 clusters Score -1.326754e+08 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 65400 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 168824 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 31076 members 
Mstep: Class 8 contains 137466 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 156214 members 
Mstep: Class 11 contains 6384 members 
Mstep: Class 12 contains 130944 members 
Mstep: Class 13 contains 17292 members 
Mstep: Class 14 contains 16887 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32925 members 
Mstep: Class 17 contains 3436 members 
Mstep: Class 18 contains 179867 members 
Mstep: Class 19 contains 2137 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3534 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675472.000000 Penalty: 85410.039062
Iteration 322Q: 26 clusters Score -1.326755e+08 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 65391 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 167775 members 
Mstep: Class 6 contains 3829 members 
Mstep: Class 7 contains 31109 members 
Mstep: Class 8 contains 137592 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 157107 members 
Mstep: Class 11 contains 6389 members 
Mstep: Class 12 contains 130955 members 
Mstep: Class 13 contains 17291 members 
Mstep: Class 14 contains 16893 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32887 members 
Mstep: Class 17 contains 3434 members 
Mstep: Class 18 contains 179910 members 
Mstep: Class 19 contains 2137 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3518 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675304.000000 Penalty: 85410.039062
Iteration 323Q: 26 clusters Score -1.326753e+08 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 65396 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 166490 members 
Mstep: Class 6 contains 3827 members 
Mstep: Class 7 contains 31133 members 
Mstep: Class 8 contains 137773 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 158199 members 
Mstep: Class 11 contains 6391 members 
Mstep: Class 12 contains 130964 members 
Mstep: Class 13 contains 17291 members 
Mstep: Class 14 contains 16885 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32863 members 
Mstep: Class 17 contains 3432 members 
Mstep: Class 18 contains 179921 members 
Mstep: Class 19 contains 2136 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3516 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675104.000000 Penalty: 85410.039062
Iteration 324Q: 26 clusters Score -1.326751e+08 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 65437 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 165151 members 
Mstep: Class 6 contains 3828 members 
Mstep: Class 7 contains 31170 members 
Mstep: Class 8 contains 137928 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 159353 members 
Mstep: Class 11 contains 6394 members 
Mstep: Class 12 contains 130952 members 
Mstep: Class 13 contains 17294 members 
Mstep: Class 14 contains 16879 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32794 members 
Mstep: Class 17 contains 3430 members 
Mstep: Class 18 contains 179951 members 
Mstep: Class 19 contains 2136 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3520 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675488.000000 Penalty: 85410.039062
Iteration 325Q: 26 clusters Score -1.326755e+08 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 65474 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 163866 members 
Mstep: Class 6 contains 3828 members 
Mstep: Class 7 contains 31193 members 
Mstep: Class 8 contains 137985 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 160583 members 
Mstep: Class 11 contains 6396 members 
Mstep: Class 12 contains 130941 members 
Mstep: Class 13 contains 17304 members 
Mstep: Class 14 contains 16879 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32703 members 
Mstep: Class 17 contains 3426 members 
Mstep: Class 18 contains 179977 members 
Mstep: Class 19 contains 2136 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3526 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675496.000000 Penalty: 85410.039062
Iteration 326Q: 26 clusters Score -1.326755e+08 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 65518 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 162677 members 
Mstep: Class 6 contains 3829 members 
Mstep: Class 7 contains 31214 members 
Mstep: Class 8 contains 137936 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 161820 members 
Mstep: Class 11 contains 6396 members 
Mstep: Class 12 contains 130937 members 
Mstep: Class 13 contains 17305 members 
Mstep: Class 14 contains 16879 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32644 members 
Mstep: Class 17 contains 3413 members 
Mstep: Class 18 contains 179985 members 
Mstep: Class 19 contains 2137 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3527 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675472.000000 Penalty: 85410.039062
Iteration 327Q: 26 clusters Score -1.326755e+08 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 65556 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161512 members 
Mstep: Class 6 contains 3829 members 
Mstep: Class 7 contains 31251 members 
Mstep: Class 8 contains 137803 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 163119 members 
Mstep: Class 11 contains 6391 members 
Mstep: Class 12 contains 130907 members 
Mstep: Class 13 contains 17303 members 
Mstep: Class 14 contains 16872 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32609 members 
Mstep: Class 17 contains 3409 members 
Mstep: Class 18 contains 179992 members 
Mstep: Class 19 contains 2137 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3527 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675608.000000 Penalty: 85410.039062
Iteration 328Q: 26 clusters Score -1.326756e+08 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 65584 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 160399 members 
Mstep: Class 6 contains 3828 members 
Mstep: Class 7 contains 31272 members 
Mstep: Class 8 contains 137616 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164370 members 
Mstep: Class 11 contains 6394 members 
Mstep: Class 12 contains 130890 members 
Mstep: Class 13 contains 17298 members 
Mstep: Class 14 contains 16874 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32588 members 
Mstep: Class 17 contains 3408 members 
Mstep: Class 18 contains 180034 members 
Mstep: Class 19 contains 2137 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3525 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675120.000000 Penalty: 85410.039062
Iteration 329Q: 26 clusters Score -1.326751e+08 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 65629 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 159382 members 
Mstep: Class 6 contains 3828 members 
Mstep: Class 7 contains 31299 members 
Mstep: Class 8 contains 137418 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 165529 members 
Mstep: Class 11 contains 6394 members 
Mstep: Class 12 contains 130870 members 
Mstep: Class 13 contains 17291 members 
Mstep: Class 14 contains 16856 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32565 members 
Mstep: Class 17 contains 3410 members 
Mstep: Class 18 contains 180086 members 
Mstep: Class 19 contains 2137 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3523 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132674944.000000 Penalty: 85410.039062
Iteration 330Q: 26 clusters Score -1.326749e+08 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 65656 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 158463 members 
Mstep: Class 6 contains 3829 members 
Mstep: Class 7 contains 31333 members 
Mstep: Class 8 contains 137200 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 166612 members 
Mstep: Class 11 contains 6393 members 
Mstep: Class 12 contains 130858 members 
Mstep: Class 13 contains 17297 members 
Mstep: Class 14 contains 16851 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32551 members 
Mstep: Class 17 contains 3412 members 
Mstep: Class 18 contains 180107 members 
Mstep: Class 19 contains 2138 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3517 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132674816.000000 Penalty: 85410.039062
Iteration 331Q: 26 clusters Score -1.326748e+08 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 65673 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 157593 members 
Mstep: Class 6 contains 3829 members 
Mstep: Class 7 contains 31360 members 
Mstep: Class 8 contains 137023 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 167527 members 
Mstep: Class 11 contains 6391 members 
Mstep: Class 12 contains 130869 members 
Mstep: Class 13 contains 17294 members 
Mstep: Class 14 contains 16852 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32583 members 
Mstep: Class 17 contains 3415 members 
Mstep: Class 18 contains 180147 members 
Mstep: Class 19 contains 2139 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3522 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132673984.000000 Penalty: 85410.039062
Iteration 332Q: 26 clusters Score -1.32674e+08 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 65710 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 156775 members 
Mstep: Class 6 contains 3829 members 
Mstep: Class 7 contains 31404 members 
Mstep: Class 8 contains 136899 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 168242 members 
Mstep: Class 11 contains 6386 members 
Mstep: Class 12 contains 130892 members 
Mstep: Class 13 contains 17293 members 
Mstep: Class 14 contains 16854 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32628 members 
Mstep: Class 17 contains 3410 members 
Mstep: Class 18 contains 180232 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3523 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132673360.000000 Penalty: 85410.039062
Iteration 333Q: 26 clusters Score -1.326734e+08 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 65761 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 156184 members 
Mstep: Class 6 contains 3829 members 
Mstep: Class 7 contains 31429 members 
Mstep: Class 8 contains 136759 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 168722 members 
Mstep: Class 11 contains 6383 members 
Mstep: Class 12 contains 130954 members 
Mstep: Class 13 contains 17292 members 
Mstep: Class 14 contains 16872 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32674 members 
Mstep: Class 17 contains 3409 members 
Mstep: Class 18 contains 180280 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3529 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132672728.000000 Penalty: 85410.039062
Iteration 334Q: 26 clusters Score -1.326727e+08 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 65790 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 155770 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 31453 members 
Mstep: Class 8 contains 136670 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 168968 members 
Mstep: Class 11 contains 6383 members 
Mstep: Class 12 contains 130976 members 
Mstep: Class 13 contains 17301 members 
Mstep: Class 14 contains 16903 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32730 members 
Mstep: Class 17 contains 3410 members 
Mstep: Class 18 contains 180362 members 
Mstep: Class 19 contains 2138 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3531 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132672264.000000 Penalty: 85410.039062
Iteration 335Q: 26 clusters Score -1.326723e+08 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 65822 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 155463 members 
Mstep: Class 6 contains 3834 members 
Mstep: Class 7 contains 31445 members 
Mstep: Class 8 contains 136621 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 169043 members 
Mstep: Class 11 contains 6390 members 
Mstep: Class 12 contains 131031 members 
Mstep: Class 13 contains 17305 members 
Mstep: Class 14 contains 16939 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32814 members 
Mstep: Class 17 contains 3414 members 
Mstep: Class 18 contains 180424 members 
Mstep: Class 19 contains 2137 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3532 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132671376.000000 Penalty: 85410.039062
Iteration 336Q: 26 clusters Score -1.326714e+08 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65834 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 155303 members 
Mstep: Class 6 contains 3834 members 
Mstep: Class 7 contains 31425 members 
Mstep: Class 8 contains 136637 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 168949 members 
Mstep: Class 11 contains 6389 members 
Mstep: Class 12 contains 131089 members 
Mstep: Class 13 contains 17304 members 
Mstep: Class 14 contains 16973 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32907 members 
Mstep: Class 17 contains 3417 members 
Mstep: Class 18 contains 180478 members 
Mstep: Class 19 contains 2137 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3537 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132671240.000000 Penalty: 85410.039062
Iteration 337Q: 26 clusters Score -1.326712e+08 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65827 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 155204 members 
Mstep: Class 6 contains 3835 members 
Mstep: Class 7 contains 31396 members 
Mstep: Class 8 contains 136713 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 168772 members 
Mstep: Class 11 contains 6390 members 
Mstep: Class 12 contains 131150 members 
Mstep: Class 13 contains 17304 members 
Mstep: Class 14 contains 16996 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32994 members 
Mstep: Class 17 contains 3424 members 
Mstep: Class 18 contains 180526 members 
Mstep: Class 19 contains 2137 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3545 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132671288.000000 Penalty: 85410.039062
Iteration 338Q: 26 clusters Score -1.326713e+08 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65814 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 155202 members 
Mstep: Class 6 contains 3835 members 
Mstep: Class 7 contains 31348 members 
Mstep: Class 8 contains 136784 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 168548 members 
Mstep: Class 11 contains 6395 members 
Mstep: Class 12 contains 131222 members 
Mstep: Class 13 contains 17302 members 
Mstep: Class 14 contains 17027 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33068 members 
Mstep: Class 17 contains 3422 members 
Mstep: Class 18 contains 180558 members 
Mstep: Class 19 contains 2136 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3552 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132671392.000000 Penalty: 85410.039062
Iteration 339Q: 26 clusters Score -1.326714e+08 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65791 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 155306 members 
Mstep: Class 6 contains 3837 members 
Mstep: Class 7 contains 31294 members 
Mstep: Class 8 contains 136880 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 168280 members 
Mstep: Class 11 contains 6400 members 
Mstep: Class 12 contains 131285 members 
Mstep: Class 13 contains 17309 members 
Mstep: Class 14 contains 17033 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33101 members 
Mstep: Class 17 contains 3420 members 
Mstep: Class 18 contains 180592 members 
Mstep: Class 19 contains 2136 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3549 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132671760.000000 Penalty: 85410.039062
Iteration 340F: 26 clusters Score -1.326718e+08 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65764 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 155491 members 
Mstep: Class 6 contains 3839 members 
Mstep: Class 7 contains 31237 members 
Mstep: Class 8 contains 136997 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 167919 members 
Mstep: Class 11 contains 6403 members 
Mstep: Class 12 contains 131352 members 
Mstep: Class 13 contains 17306 members 
Mstep: Class 14 contains 17029 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33151 members 
Mstep: Class 17 contains 3420 members 
Mstep: Class 18 contains 180624 members 
Mstep: Class 19 contains 2137 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3544 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132671536.000000 Penalty: 85410.039062
Iteration 341Q: 26 clusters Score -1.326715e+08 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65708 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 155807 members 
Mstep: Class 6 contains 3840 members 
Mstep: Class 7 contains 31188 members 
Mstep: Class 8 contains 137104 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 167512 members 
Mstep: Class 11 contains 6409 members 
Mstep: Class 12 contains 131382 members 
Mstep: Class 13 contains 17303 members 
Mstep: Class 14 contains 17035 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33197 members 
Mstep: Class 17 contains 3417 members 
Mstep: Class 18 contains 180627 members 
Mstep: Class 19 contains 2137 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3547 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132671464.000000 Penalty: 85410.039062
Iteration 342Q: 26 clusters Score -1.326715e+08 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 65647 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 156234 members 
Mstep: Class 6 contains 3840 members 
Mstep: Class 7 contains 31151 members 
Mstep: Class 8 contains 137208 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 167044 members 
Mstep: Class 11 contains 6403 members 
Mstep: Class 12 contains 131418 members 
Mstep: Class 13 contains 17304 members 
Mstep: Class 14 contains 17043 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33217 members 
Mstep: Class 17 contains 3416 members 
Mstep: Class 18 contains 180594 members 
Mstep: Class 19 contains 2138 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3557 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132672152.000000 Penalty: 85410.039062
Iteration 343Q: 26 clusters Score -1.326722e+08 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 65587 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 156859 members 
Mstep: Class 6 contains 3840 members 
Mstep: Class 7 contains 31096 members 
Mstep: Class 8 contains 137288 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 166449 members 
Mstep: Class 11 contains 6404 members 
Mstep: Class 12 contains 131424 members 
Mstep: Class 13 contains 17304 members 
Mstep: Class 14 contains 17048 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33244 members 
Mstep: Class 17 contains 3416 members 
Mstep: Class 18 contains 180555 members 
Mstep: Class 19 contains 2138 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3562 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132672280.000000 Penalty: 85410.039062
Iteration 344Q: 26 clusters Score -1.326723e+08 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65543 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 157538 members 
Mstep: Class 6 contains 3838 members 
Mstep: Class 7 contains 31049 members 
Mstep: Class 8 contains 137347 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 165852 members 
Mstep: Class 11 contains 6406 members 
Mstep: Class 12 contains 131419 members 
Mstep: Class 13 contains 17305 members 
Mstep: Class 14 contains 17046 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33236 members 
Mstep: Class 17 contains 3416 members 
Mstep: Class 18 contains 180514 members 
Mstep: Class 19 contains 2138 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3566 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132672640.000000 Penalty: 85410.039062
Iteration 345Q: 26 clusters Score -1.326726e+08 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65501 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 158309 members 
Mstep: Class 6 contains 3838 members 
Mstep: Class 7 contains 30989 members 
Mstep: Class 8 contains 137393 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 165217 members 
Mstep: Class 11 contains 6402 members 
Mstep: Class 12 contains 131404 members 
Mstep: Class 13 contains 17301 members 
Mstep: Class 14 contains 17040 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33200 members 
Mstep: Class 17 contains 3412 members 
Mstep: Class 18 contains 180498 members 
Mstep: Class 19 contains 2139 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3570 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132673264.000000 Penalty: 85410.039062
Iteration 346Q: 26 clusters Score -1.326733e+08 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65474 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 159252 members 
Mstep: Class 6 contains 3838 members 
Mstep: Class 7 contains 30940 members 
Mstep: Class 8 contains 137413 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164438 members 
Mstep: Class 11 contains 6400 members 
Mstep: Class 12 contains 131384 members 
Mstep: Class 13 contains 17303 members 
Mstep: Class 14 contains 17039 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33146 members 
Mstep: Class 17 contains 3410 members 
Mstep: Class 18 contains 180469 members 
Mstep: Class 19 contains 2139 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3568 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132674008.000000 Penalty: 85410.039062
Iteration 347Q: 26 clusters Score -1.32674e+08 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65439 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 160330 members 
Mstep: Class 6 contains 3838 members 
Mstep: Class 7 contains 30914 members 
Mstep: Class 8 contains 137385 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 163641 members 
Mstep: Class 11 contains 6399 members 
Mstep: Class 12 contains 131354 members 
Mstep: Class 13 contains 17303 members 
Mstep: Class 14 contains 17028 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 33066 members 
Mstep: Class 17 contains 3405 members 
Mstep: Class 18 contains 180403 members 
Mstep: Class 19 contains 2139 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3569 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132674712.000000 Penalty: 85410.039062
Iteration 348Q: 26 clusters Score -1.326747e+08 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65405 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161615 members 
Mstep: Class 6 contains 3838 members 
Mstep: Class 7 contains 30897 members 
Mstep: Class 8 contains 137299 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 162730 members 
Mstep: Class 11 contains 6393 members 
Mstep: Class 12 contains 131315 members 
Mstep: Class 13 contains 17304 members 
Mstep: Class 14 contains 17006 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32980 members 
Mstep: Class 17 contains 3403 members 
Mstep: Class 18 contains 180320 members 
Mstep: Class 19 contains 2138 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3570 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675368.000000 Penalty: 85410.039062
Iteration 349Q: 26 clusters Score -1.326754e+08 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65386 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 162881 members 
Mstep: Class 6 contains 3838 members 
Mstep: Class 7 contains 30889 members 
Mstep: Class 8 contains 137217 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 161771 members 
Mstep: Class 11 contains 6387 members 
Mstep: Class 12 contains 131275 members 
Mstep: Class 13 contains 17305 members 
Mstep: Class 14 contains 16992 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32919 members 
Mstep: Class 17 contains 3402 members 
Mstep: Class 18 contains 180241 members 
Mstep: Class 19 contains 2138 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3572 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675592.000000 Penalty: 85410.039062
Iteration 350Q: 26 clusters Score -1.326756e+08 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65378 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 164104 members 
Mstep: Class 6 contains 3837 members 
Mstep: Class 7 contains 30876 members 
Mstep: Class 8 contains 137117 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 160862 members 
Mstep: Class 11 contains 6385 members 
Mstep: Class 12 contains 131233 members 
Mstep: Class 13 contains 17308 members 
Mstep: Class 14 contains 16979 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32871 members 
Mstep: Class 17 contains 3399 members 
Mstep: Class 18 contains 180155 members 
Mstep: Class 19 contains 2138 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3571 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676184.000000 Penalty: 85410.039062
Iteration 351Q: 26 clusters Score -1.326762e+08 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65374 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 165291 members 
Mstep: Class 6 contains 3836 members 
Mstep: Class 7 contains 30878 members 
Mstep: Class 8 contains 137006 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 159967 members 
Mstep: Class 11 contains 6381 members 
Mstep: Class 12 contains 131168 members 
Mstep: Class 13 contains 17312 members 
Mstep: Class 14 contains 16973 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32834 members 
Mstep: Class 17 contains 3399 members 
Mstep: Class 18 contains 180078 members 
Mstep: Class 19 contains 2138 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3578 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676456.000000 Penalty: 85410.039062
Iteration 352Q: 26 clusters Score -1.326765e+08 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65372 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 166341 members 
Mstep: Class 6 contains 3835 members 
Mstep: Class 7 contains 30900 members 
Mstep: Class 8 contains 136907 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 159140 members 
Mstep: Class 11 contains 6372 members 
Mstep: Class 12 contains 131117 members 
Mstep: Class 13 contains 17306 members 
Mstep: Class 14 contains 16961 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32812 members 
Mstep: Class 17 contains 3396 members 
Mstep: Class 18 contains 180030 members 
Mstep: Class 19 contains 2138 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3586 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676632.000000 Penalty: 85410.039062
Iteration 353Q: 26 clusters Score -1.326766e+08 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65386 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 167133 members 
Mstep: Class 6 contains 3836 members 
Mstep: Class 7 contains 30939 members 
Mstep: Class 8 contains 136852 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 158570 members 
Mstep: Class 11 contains 6365 members 
Mstep: Class 12 contains 131045 members 
Mstep: Class 13 contains 17307 members 
Mstep: Class 14 contains 16945 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32786 members 
Mstep: Class 17 contains 3394 members 
Mstep: Class 18 contains 179940 members 
Mstep: Class 19 contains 2138 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3577 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676320.000000 Penalty: 85410.039062
Iteration 354Q: 26 clusters Score -1.326763e+08 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65388 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 167644 members 
Mstep: Class 6 contains 3835 members 
Mstep: Class 7 contains 30983 members 
Mstep: Class 8 contains 136811 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 158213 members 
Mstep: Class 11 contains 6359 members 
Mstep: Class 12 contains 130982 members 
Mstep: Class 13 contains 17306 members 
Mstep: Class 14 contains 16923 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32784 members 
Mstep: Class 17 contains 3393 members 
Mstep: Class 18 contains 179885 members 
Mstep: Class 19 contains 2138 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3569 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675824.000000 Penalty: 85410.039062
Iteration 355Q: 26 clusters Score -1.326758e+08 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 65414 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 167901 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 31017 members 
Mstep: Class 8 contains 136810 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 157991 members 
Mstep: Class 11 contains 6355 members 
Mstep: Class 12 contains 130935 members 
Mstep: Class 13 contains 17304 members 
Mstep: Class 14 contains 16911 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32789 members 
Mstep: Class 17 contains 3392 members 
Mstep: Class 18 contains 179854 members 
Mstep: Class 19 contains 2139 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3570 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676200.000000 Penalty: 85410.039062
Iteration 356Q: 26 clusters Score -1.326762e+08 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 65441 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 167806 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 31056 members 
Mstep: Class 8 contains 136859 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 158027 members 
Mstep: Class 11 contains 6355 members 
Mstep: Class 12 contains 130911 members 
Mstep: Class 13 contains 17302 members 
Mstep: Class 14 contains 16898 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32794 members 
Mstep: Class 17 contains 3389 members 
Mstep: Class 18 contains 179845 members 
Mstep: Class 19 contains 2139 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3563 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676040.000000 Penalty: 85410.039062
Iteration 357Q: 26 clusters Score -1.32676e+08 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 65504 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 167428 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 31079 members 
Mstep: Class 8 contains 136938 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 158284 members 
Mstep: Class 11 contains 6351 members 
Mstep: Class 12 contains 130896 members 
Mstep: Class 13 contains 17303 members 
Mstep: Class 14 contains 16898 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32766 members 
Mstep: Class 17 contains 3391 members 
Mstep: Class 18 contains 179852 members 
Mstep: Class 19 contains 2139 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3556 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675824.000000 Penalty: 85410.039062
Iteration 358Q: 26 clusters Score -1.326758e+08 nChanged 2962
Entering ConstructFrom: 
Score: -132675824.000000 Penalty: 85410.039062
Entering ConstructFrom: 
Trying to split cluster 1 (990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Entering Unmasked Estep 
Score: -127079.750000 Penalty: 1710.630859
	Iteration 0F: 2 clusters Score -127079.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -125192.640625 Penalty: 3421.261719
	Iteration 0F: 3 clusters Score -125192.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -125570.140625 Penalty: 3421.261719
	Iteration 1F: 3 clusters Score -125570.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -125785.679688 Penalty: 3421.261719
	Iteration 2F: 3 clusters Score -125785.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -126121.578125 Penalty: 3421.261719
	Iteration 3F: 3 clusters Score -126121.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -126642.195312 Penalty: 3421.261719
	Iteration 4F: 3 clusters Score -126642.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -127156.859375 Penalty: 3421.261719
	Iteration 5F: 3 clusters Score -127156.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -127366.046875 Penalty: 3421.261719
	Iteration 6Q: 3 clusters Score -127366 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -127503.687500 Penalty: 3421.261719
	Iteration 7Q: 3 clusters Score -127503.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -127603.710938 Penalty: 3421.261719
	Iteration 8Q: 3 clusters Score -127603.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -127634.125000 Penalty: 3421.261719
	Iteration 9Q: 3 clusters Score -127634.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -127654.804688 Penalty: 3421.261719
	Iteration 10Q: 3 clusters Score -127654.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -127665.570312 Penalty: 3421.261719
	Iteration 11Q: 3 clusters Score -127665.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -127671.492188 Penalty: 3421.261719
	Iteration 12Q: 3 clusters Score -127671.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -127672.828125 Penalty: 3421.261719
	Iteration 13Q: 3 clusters Score -127672.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -127673.351562 Penalty: 3421.261719
	Iteration 14F: 3 clusters Score -127673.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -127682.578125 Penalty: 3421.261719
	Iteration 15Q: 3 clusters Score -127682.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -127682.578125 Penalty: 3421.261719
	Iteration 16F: 3 clusters Score -127682.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 65529 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 166744 members 
Mstep: Class 6 contains 3829 members 
Mstep: Class 7 contains 31110 members 
Mstep: Class 8 contains 137063 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 158788 members 
Mstep: Class 11 contains 6357 members 
Mstep: Class 12 contains 130896 members 
Mstep: Class 13 contains 17308 members 
Mstep: Class 14 contains 16892 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32744 members 
Mstep: Class 17 contains 3393 members 
Mstep: Class 18 contains 179866 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3556 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Mstep: Class 26 contains 474 members 
Entering Unmasked Estep 
Score: -132674608.000000 Penalty: 88826.445312
Splitting cluster 1 changes total score from -132675824.000000 to -132674608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (65529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65529 members 
Entering Unmasked Estep 
Score: -9232408.000000 Penalty: 2750.381592
	Iteration 0F: 2 clusters Score -9232408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 32706 members 
Entering Unmasked Estep 
Score: -9188469.000000 Penalty: 5500.763184
	Iteration 0F: 3 clusters Score -9188469 nChanged 30517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33814 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -9205561.000000 Penalty: 5500.763184
	Iteration 1F: 3 clusters Score -9205561 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -9206077.000000 Penalty: 5500.763184
	Iteration 2Q: 3 clusters Score -9206077 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -9206575.000000 Penalty: 5500.763184
	Iteration 3Q: 3 clusters Score -9206575 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36875 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -9207221.000000 Penalty: 5500.763184
	Iteration 4Q: 3 clusters Score -9207221 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -9208050.000000 Penalty: 5500.763184
	Iteration 5Q: 3 clusters Score -9208050 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41697 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -9209453.000000 Penalty: 5500.763184
	Iteration 6Q: 3 clusters Score -9209453 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45532 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -9211910.000000 Penalty: 5500.763184
	Iteration 7F: 3 clusters Score -9211910 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50482 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -9215827.000000 Penalty: 5500.763184
	Iteration 8F: 3 clusters Score -9215827 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55834 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -9220948.000000 Penalty: 5500.763184
	Iteration 9F: 3 clusters Score -9220948 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60444 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -9225481.000000 Penalty: 5500.763184
	Iteration 10F: 3 clusters Score -9225481 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63236 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -9228264.000000 Penalty: 5500.763184
	Iteration 11Q: 3 clusters Score -9228264 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64436 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -9229350.000000 Penalty: 5500.763184
	Iteration 12Q: 3 clusters Score -9229350 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64872 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -9229740.000000 Penalty: 5500.763184
	Iteration 13Q: 3 clusters Score -9229740 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65025 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -9229912.000000 Penalty: 5500.763184
	Iteration 14Q: 3 clusters Score -9229912 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65084 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -9229954.000000 Penalty: 5500.763184
	Iteration 15Q: 3 clusters Score -9229954 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65115 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -9229986.000000 Penalty: 5500.763184
	Iteration 16Q: 3 clusters Score -9229986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65133 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -9230010.000000 Penalty: 5500.763184
	Iteration 17Q: 3 clusters Score -9230010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65143 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -9230020.000000 Penalty: 5500.763184
	Iteration 18Q: 3 clusters Score -9230020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65153 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -9230015.000000 Penalty: 5500.763184
	Iteration 19Q: 3 clusters Score -9230015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65158 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -9230027.000000 Penalty: 5500.763184
	Iteration 20F: 3 clusters Score -9230027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65167 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -9230045.000000 Penalty: 5500.763184
	Iteration 21Q: 3 clusters Score -9230045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65175 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -9230071.000000 Penalty: 5500.763184
	Iteration 22Q: 3 clusters Score -9230071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65183 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -9230079.000000 Penalty: 5500.763184
	Iteration 23Q: 3 clusters Score -9230079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65189 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -9230087.000000 Penalty: 5500.763184
	Iteration 24Q: 3 clusters Score -9230087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65187 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -9230100.000000 Penalty: 5500.763184
	Iteration 25Q: 3 clusters Score -9230100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65188 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -9230115.000000 Penalty: 5500.763184
	Iteration 26Q: 3 clusters Score -9230115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65191 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -9230105.000000 Penalty: 5500.763184
	Iteration 27Q: 3 clusters Score -9230105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65194 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -9230110.000000 Penalty: 5500.763184
	Iteration 28Q: 3 clusters Score -9230110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65195 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -9230105.000000 Penalty: 5500.763184
	Iteration 29Q: 3 clusters Score -9230105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65194 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -9230106.000000 Penalty: 5500.763184
	Iteration 30Q: 3 clusters Score -9230106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65194 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -9230106.000000 Penalty: 5500.763184
	Iteration 31F: 3 clusters Score -9230106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -55556.515625 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -55556.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -54203.218750 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -54203.22 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -54511.625000 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -54511.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -54738.128906 Penalty: 3051.755371
	Iteration 2F: 3 clusters Score -54738.13 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -54839.082031 Penalty: 3051.755371
	Iteration 3Q: 3 clusters Score -54839.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -54939.355469 Penalty: 3051.755371
	Iteration 4Q: 3 clusters Score -54939.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -55076.664062 Penalty: 3051.755371
	Iteration 5Q: 3 clusters Score -55076.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -55326.250000 Penalty: 3051.755371
	Iteration 6Q: 3 clusters Score -55326.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -55397.597656 Penalty: 3051.755371
	Iteration 7Q: 3 clusters Score -55397.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -55453.589844 Penalty: 3051.755371
	Iteration 8Q: 3 clusters Score -55453.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -55499.972656 Penalty: 3051.755371
	Iteration 9Q: 3 clusters Score -55499.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -55555.585938 Penalty: 3051.755371
	Iteration 10Q: 3 clusters Score -55555.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -55586.652344 Penalty: 3051.755371
	Iteration 11Q: 3 clusters Score -55586.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -55603.250000 Penalty: 3051.755371
	Iteration 12Q: 3 clusters Score -55603.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -55620.960938 Penalty: 3051.755371
	Iteration 13Q: 3 clusters Score -55620.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -55623.593750 Penalty: 3051.755371
	Iteration 14F: 3 clusters Score -55623.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -55629.812500 Penalty: 3051.755371
	Iteration 15Q: 3 clusters Score -55629.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -55633.468750 Penalty: 3051.755371
	Iteration 16Q: 3 clusters Score -55633.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -55637.554688 Penalty: 3051.755371
	Iteration 17Q: 3 clusters Score -55637.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -55641.027344 Penalty: 3051.755371
	Iteration 18Q: 3 clusters Score -55641.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -55641.027344 Penalty: 3051.755371
	Iteration 19F: 3 clusters Score -55641.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 65529 members 
Mstep: Class 3 contains 290 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 166744 members 
Mstep: Class 6 contains 3829 members 
Mstep: Class 7 contains 31110 members 
Mstep: Class 8 contains 137063 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 158788 members 
Mstep: Class 11 contains 6357 members 
Mstep: Class 12 contains 130896 members 
Mstep: Class 13 contains 17308 members 
Mstep: Class 14 contains 16892 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32744 members 
Mstep: Class 17 contains 3393 members 
Mstep: Class 18 contains 179866 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3556 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Mstep: Class 26 contains 180 members 
Entering Unmasked Estep 
Score: -132673872.000000 Penalty: 88826.445312
Splitting cluster 3 changes total score from -132675824.000000 to -132673872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -68679.406250 Penalty: 1582.690308
	Iteration 0F: 2 clusters Score -68679.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -67045.648438 Penalty: 3165.380615
	Iteration 0F: 3 clusters Score -67045.65 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -67319.312500 Penalty: 3165.380615
	Iteration 1F: 3 clusters Score -67319.31 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -67492.500000 Penalty: 3165.380615
	Iteration 2F: 3 clusters Score -67492.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -67616.859375 Penalty: 3165.380615
	Iteration 3F: 3 clusters Score -67616.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -67773.851562 Penalty: 3165.380615
	Iteration 4Q: 3 clusters Score -67773.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -67846.640625 Penalty: 3165.380615
	Iteration 5Q: 3 clusters Score -67846.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -67901.320312 Penalty: 3165.380615
	Iteration 6Q: 3 clusters Score -67901.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -67926.320312 Penalty: 3165.380615
	Iteration 7Q: 3 clusters Score -67926.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -67968.476562 Penalty: 3165.380615
	Iteration 8Q: 3 clusters Score -67968.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -67992.750000 Penalty: 3165.380615
	Iteration 9Q: 3 clusters Score -67992.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -68001.476562 Penalty: 3165.380615
	Iteration 10Q: 3 clusters Score -68001.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -68008.726562 Penalty: 3165.380615
	Iteration 11Q: 3 clusters Score -68008.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -68018.164062 Penalty: 3165.380615
	Iteration 12Q: 3 clusters Score -68018.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -68021.703125 Penalty: 3165.380615
	Iteration 13Q: 3 clusters Score -68021.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -68021.703125 Penalty: 3165.380615
	Iteration 14F: 3 clusters Score -68021.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (166744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166744 members 
Entering Unmasked Estep 
Score: -23307214.000000 Penalty: 2982.005371
	Iteration 0F: 2 clusters Score -2.330721e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83501 members 
Mstep: Class 2 contains 83243 members 
Entering Unmasked Estep 
Score: -23201010.000000 Penalty: 5964.010742
	Iteration 0F: 3 clusters Score -2.320101e+07 nChanged 79911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85616 members 
Mstep: Class 2 contains 81128 members 
Entering Unmasked Estep 
Score: -23247752.000000 Penalty: 5964.010742
	Iteration 1F: 3 clusters Score -2.324775e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86522 members 
Mstep: Class 2 contains 80222 members 
Entering Unmasked Estep 
Score: -23249126.000000 Penalty: 5964.010742
	Iteration 2Q: 3 clusters Score -2.324913e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87759 members 
Mstep: Class 2 contains 78985 members 
Entering Unmasked Estep 
Score: -23250742.000000 Penalty: 5964.010742
	Iteration 3Q: 3 clusters Score -2.325074e+07 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89511 members 
Mstep: Class 2 contains 77233 members 
Entering Unmasked Estep 
Score: -23253300.000000 Penalty: 5964.010742
	Iteration 4Q: 3 clusters Score -2.32533e+07 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91701 members 
Mstep: Class 2 contains 75043 members 
Entering Unmasked Estep 
Score: -23256974.000000 Penalty: 5964.010742
	Iteration 5Q: 3 clusters Score -2.325697e+07 nChanged 8517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94082 members 
Mstep: Class 2 contains 72662 members 
Entering Unmasked Estep 
Score: -23262004.000000 Penalty: 5964.010742
	Iteration 6F: 3 clusters Score -2.3262e+07 nChanged 10121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96117 members 
Mstep: Class 2 contains 70627 members 
Entering Unmasked Estep 
Score: -23269132.000000 Penalty: 5964.010742
	Iteration 7F: 3 clusters Score -2.326913e+07 nChanged 11217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96958 members 
Mstep: Class 2 contains 69786 members 
Entering Unmasked Estep 
Score: -23277512.000000 Penalty: 5964.010742
	Iteration 8F: 3 clusters Score -2.327751e+07 nChanged 11167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96381 members 
Mstep: Class 2 contains 70363 members 
Entering Unmasked Estep 
Score: -23284702.000000 Penalty: 5964.010742
	Iteration 9F: 3 clusters Score -2.32847e+07 nChanged 8855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95092 members 
Mstep: Class 2 contains 71652 members 
Entering Unmasked Estep 
Score: -23289086.000000 Penalty: 5964.010742
	Iteration 10F: 3 clusters Score -2.328909e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93606 members 
Mstep: Class 2 contains 73138 members 
Entering Unmasked Estep 
Score: -23290890.000000 Penalty: 5964.010742
	Iteration 11Q: 3 clusters Score -2.329089e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92161 members 
Mstep: Class 2 contains 74583 members 
Entering Unmasked Estep 
Score: -23291968.000000 Penalty: 5964.010742
	Iteration 12Q: 3 clusters Score -2.329197e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90654 members 
Mstep: Class 2 contains 76090 members 
Entering Unmasked Estep 
Score: -23293020.000000 Penalty: 5964.010742
	Iteration 13Q: 3 clusters Score -2.329302e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89050 members 
Mstep: Class 2 contains 77694 members 
Entering Unmasked Estep 
Score: -23293704.000000 Penalty: 5964.010742
	Iteration 14Q: 3 clusters Score -2.32937e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87433 members 
Mstep: Class 2 contains 79311 members 
Entering Unmasked Estep 
Score: -23294572.000000 Penalty: 5964.010742
	Iteration 15Q: 3 clusters Score -2.329457e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85788 members 
Mstep: Class 2 contains 80956 members 
Entering Unmasked Estep 
Score: -23295456.000000 Penalty: 5964.010742
	Iteration 16Q: 3 clusters Score -2.329546e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84198 members 
Mstep: Class 2 contains 82546 members 
Entering Unmasked Estep 
Score: -23296002.000000 Penalty: 5964.010742
	Iteration 17Q: 3 clusters Score -2.3296e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82720 members 
Mstep: Class 2 contains 84024 members 
Entering Unmasked Estep 
Score: -23296352.000000 Penalty: 5964.010742
	Iteration 18Q: 3 clusters Score -2.329635e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81432 members 
Mstep: Class 2 contains 85312 members 
Entering Unmasked Estep 
Score: -23296730.000000 Penalty: 5964.010742
	Iteration 19Q: 3 clusters Score -2.329673e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80197 members 
Mstep: Class 2 contains 86547 members 
Entering Unmasked Estep 
Score: -23297052.000000 Penalty: 5964.010742
	Iteration 20F: 3 clusters Score -2.329705e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78926 members 
Mstep: Class 2 contains 87818 members 
Entering Unmasked Estep 
Score: -23297224.000000 Penalty: 5964.010742
	Iteration 21Q: 3 clusters Score -2.329722e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77717 members 
Mstep: Class 2 contains 89027 members 
Entering Unmasked Estep 
Score: -23297346.000000 Penalty: 5964.010742
	Iteration 22Q: 3 clusters Score -2.329735e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76611 members 
Mstep: Class 2 contains 90133 members 
Entering Unmasked Estep 
Score: -23297474.000000 Penalty: 5964.010742
	Iteration 23Q: 3 clusters Score -2.329747e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75396 members 
Mstep: Class 2 contains 91348 members 
Entering Unmasked Estep 
Score: -23297512.000000 Penalty: 5964.010742
	Iteration 24Q: 3 clusters Score -2.329751e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74165 members 
Mstep: Class 2 contains 92579 members 
Entering Unmasked Estep 
Score: -23297550.000000 Penalty: 5964.010742
	Iteration 25Q: 3 clusters Score -2.329755e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72832 members 
Mstep: Class 2 contains 93912 members 
Entering Unmasked Estep 
Score: -23297566.000000 Penalty: 5964.010742
	Iteration 26Q: 3 clusters Score -2.329757e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71108 members 
Mstep: Class 2 contains 95636 members 
Entering Unmasked Estep 
Score: -23297682.000000 Penalty: 5964.010742
	Iteration 27Q: 3 clusters Score -2.329768e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69128 members 
Mstep: Class 2 contains 97616 members 
Entering Unmasked Estep 
Score: -23297814.000000 Penalty: 5964.010742
	Iteration 28Q: 3 clusters Score -2.329781e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66998 members 
Mstep: Class 2 contains 99746 members 
Entering Unmasked Estep 
Score: -23297994.000000 Penalty: 5964.010742
	Iteration 29Q: 3 clusters Score -2.329799e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64702 members 
Mstep: Class 2 contains 102042 members 
Entering Unmasked Estep 
Score: -23298048.000000 Penalty: 5964.010742
	Iteration 30Q: 3 clusters Score -2.329805e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62378 members 
Mstep: Class 2 contains 104366 members 
Entering Unmasked Estep 
Score: -23298238.000000 Penalty: 5964.010742
	Iteration 31Q: 3 clusters Score -2.329824e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59657 members 
Mstep: Class 2 contains 107087 members 
Entering Unmasked Estep 
Score: -23298274.000000 Penalty: 5964.010742
	Iteration 32Q: 3 clusters Score -2.329827e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56490 members 
Mstep: Class 2 contains 110254 members 
Entering Unmasked Estep 
Score: -23298344.000000 Penalty: 5964.010742
	Iteration 33Q: 3 clusters Score -2.329834e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53166 members 
Mstep: Class 2 contains 113578 members 
Entering Unmasked Estep 
Score: -23298390.000000 Penalty: 5964.010742
	Iteration 34Q: 3 clusters Score -2.329839e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49486 members 
Mstep: Class 2 contains 117258 members 
Entering Unmasked Estep 
Score: -23298522.000000 Penalty: 5964.010742
	Iteration 35Q: 3 clusters Score -2.329852e+07 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45288 members 
Mstep: Class 2 contains 121456 members 
Entering Unmasked Estep 
Score: -23298870.000000 Penalty: 5964.010742
	Iteration 36Q: 3 clusters Score -2.329887e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Mstep: Class 2 contains 125779 members 
Entering Unmasked Estep 
Score: -23299132.000000 Penalty: 5964.010742
	Iteration 37Q: 3 clusters Score -2.329913e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 130501 members 
Entering Unmasked Estep 
Score: -23299586.000000 Penalty: 5964.010742
	Iteration 38Q: 3 clusters Score -2.329959e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 134788 members 
Entering Unmasked Estep 
Score: -23299738.000000 Penalty: 5964.010742
	Iteration 39Q: 3 clusters Score -2.329974e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 137905 members 
Entering Unmasked Estep 
Score: -23300934.000000 Penalty: 5964.010742
	Iteration 40F: 3 clusters Score -2.330093e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 142584 members 
Entering Unmasked Estep 
Score: -23301762.000000 Penalty: 5964.010742
	Iteration 41Q: 3 clusters Score -2.330176e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 147020 members 
Entering Unmasked Estep 
Score: -23302358.000000 Penalty: 5964.010742
	Iteration 42Q: 3 clusters Score -2.330236e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 151111 members 
Entering Unmasked Estep 
Score: -23303254.000000 Penalty: 5964.010742
	Iteration 43Q: 3 clusters Score -2.330325e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 154647 members 
Entering Unmasked Estep 
Score: -23304044.000000 Penalty: 5964.010742
	Iteration 44Q: 3 clusters Score -2.330404e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 157596 members 
Entering Unmasked Estep 
Score: -23305286.000000 Penalty: 5964.010742
	Iteration 45Q: 3 clusters Score -2.330529e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 159614 members 
Entering Unmasked Estep 
Score: -23305752.000000 Penalty: 5964.010742
	Iteration 46Q: 3 clusters Score -2.330575e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 161099 members 
Entering Unmasked Estep 
Score: -23305926.000000 Penalty: 5964.010742
	Iteration 47Q: 3 clusters Score -2.330593e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 162263 members 
Entering Unmasked Estep 
Score: -23306066.000000 Penalty: 5964.010742
	Iteration 48Q: 3 clusters Score -2.330607e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 163142 members 
Entering Unmasked Estep 
Score: -23306022.000000 Penalty: 5964.010742
	Iteration 49Q: 3 clusters Score -2.330602e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 163799 members 
Entering Unmasked Estep 
Score: -23306000.000000 Penalty: 5964.010742
	Iteration 50Q: 3 clusters Score -2.3306e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 164287 members 
Entering Unmasked Estep 
Score: -23305982.000000 Penalty: 5964.010742
	Iteration 51Q: 3 clusters Score -2.330598e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 164656 members 
Entering Unmasked Estep 
Score: -23305926.000000 Penalty: 5964.010742
	Iteration 52Q: 3 clusters Score -2.330593e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 164914 members 
Entering Unmasked Estep 
Score: -23305966.000000 Penalty: 5964.010742
	Iteration 53Q: 3 clusters Score -2.330597e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 165110 members 
Entering Unmasked Estep 
Score: -23305960.000000 Penalty: 5964.010742
	Iteration 54Q: 3 clusters Score -2.330596e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 165254 members 
Entering Unmasked Estep 
Score: -23305944.000000 Penalty: 5964.010742
	Iteration 55Q: 3 clusters Score -2.330594e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 165368 members 
Entering Unmasked Estep 
Score: -23305934.000000 Penalty: 5964.010742
	Iteration 56Q: 3 clusters Score -2.330593e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 165471 members 
Entering Unmasked Estep 
Score: -23305898.000000 Penalty: 5964.010742
	Iteration 57Q: 3 clusters Score -2.33059e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 165549 members 
Entering Unmasked Estep 
Score: -23305876.000000 Penalty: 5964.010742
	Iteration 58Q: 3 clusters Score -2.330588e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 165607 members 
Entering Unmasked Estep 
Score: -23305804.000000 Penalty: 5964.010742
	Iteration 59Q: 3 clusters Score -2.33058e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 165658 members 
Entering Unmasked Estep 
Score: -23305890.000000 Penalty: 5964.010742
	Iteration 60F: 3 clusters Score -2.330589e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 165722 members 
Entering Unmasked Estep 
Score: -23305818.000000 Penalty: 5964.010742
	Iteration 61Q: 3 clusters Score -2.330582e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 165780 members 
Entering Unmasked Estep 
Score: -23305836.000000 Penalty: 5964.010742
	Iteration 62Q: 3 clusters Score -2.330584e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 165817 members 
Entering Unmasked Estep 
Score: -23305848.000000 Penalty: 5964.010742
	Iteration 63Q: 3 clusters Score -2.330585e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 165852 members 
Entering Unmasked Estep 
Score: -23305868.000000 Penalty: 5964.010742
	Iteration 64Q: 3 clusters Score -2.330587e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 165881 members 
Entering Unmasked Estep 
Score: -23305890.000000 Penalty: 5964.010742
	Iteration 65Q: 3 clusters Score -2.330589e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 165909 members 
Entering Unmasked Estep 
Score: -23305888.000000 Penalty: 5964.010742
	Iteration 66Q: 3 clusters Score -2.330589e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 165933 members 
Entering Unmasked Estep 
Score: -23305840.000000 Penalty: 5964.010742
	Iteration 67Q: 3 clusters Score -2.330584e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 165955 members 
Entering Unmasked Estep 
Score: -23305832.000000 Penalty: 5964.010742
	Iteration 68Q: 3 clusters Score -2.330583e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 165977 members 
Entering Unmasked Estep 
Score: -23305830.000000 Penalty: 5964.010742
	Iteration 69Q: 3 clusters Score -2.330583e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 165989 members 
Entering Unmasked Estep 
Score: -23305836.000000 Penalty: 5964.010742
	Iteration 70Q: 3 clusters Score -2.330584e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 166001 members 
Entering Unmasked Estep 
Score: -23305848.000000 Penalty: 5964.010742
	Iteration 71Q: 3 clusters Score -2.330585e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 166014 members 
Entering Unmasked Estep 
Score: -23305826.000000 Penalty: 5964.010742
	Iteration 72Q: 3 clusters Score -2.330583e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 166024 members 
Entering Unmasked Estep 
Score: -23305850.000000 Penalty: 5964.010742
	Iteration 73Q: 3 clusters Score -2.330585e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 166033 members 
Entering Unmasked Estep 
Score: -23305854.000000 Penalty: 5964.010742
	Iteration 74Q: 3 clusters Score -2.330585e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 166039 members 
Entering Unmasked Estep 
Score: -23305844.000000 Penalty: 5964.010742
	Iteration 75Q: 3 clusters Score -2.330584e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 166046 members 
Entering Unmasked Estep 
Score: -23305838.000000 Penalty: 5964.010742
	Iteration 76Q: 3 clusters Score -2.330584e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 166049 members 
Entering Unmasked Estep 
Score: -23305836.000000 Penalty: 5964.010742
	Iteration 77Q: 3 clusters Score -2.330584e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 166054 members 
Entering Unmasked Estep 
Score: -23305822.000000 Penalty: 5964.010742
	Iteration 78Q: 3 clusters Score -2.330582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 166056 members 
Entering Unmasked Estep 
Score: -23305830.000000 Penalty: 5964.010742
	Iteration 79Q: 3 clusters Score -2.330583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 166058 members 
Entering Unmasked Estep 
Score: -23305838.000000 Penalty: 5964.010742
	Iteration 80F: 3 clusters Score -2.330584e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Entering Unmasked Estep 
Score: -527986.812500 Penalty: 2046.088867
	Iteration 0F: 2 clusters Score -527986.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -524158.593750 Penalty: 4092.177734
	Iteration 0F: 3 clusters Score -524158.6 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -524935.437500 Penalty: 4092.177734
	Iteration 1F: 3 clusters Score -524935.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -525139.937500 Penalty: 4092.177734
	Iteration 2F: 3 clusters Score -525139.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -525278.125000 Penalty: 4092.177734
	Iteration 3F: 3 clusters Score -525278.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -525378.437500 Penalty: 4092.177734
	Iteration 4Q: 3 clusters Score -525378.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -525453.375000 Penalty: 4092.177734
	Iteration 5Q: 3 clusters Score -525453.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -525516.812500 Penalty: 4092.177734
	Iteration 6Q: 3 clusters Score -525516.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -525556.437500 Penalty: 4092.177734
	Iteration 7Q: 3 clusters Score -525556.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -525586.437500 Penalty: 4092.177734
	Iteration 8Q: 3 clusters Score -525586.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -525606.187500 Penalty: 4092.177734
	Iteration 9Q: 3 clusters Score -525606.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -525629.125000 Penalty: 4092.177734
	Iteration 10Q: 3 clusters Score -525629.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -525664.312500 Penalty: 4092.177734
	Iteration 11Q: 3 clusters Score -525664.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -525696.250000 Penalty: 4092.177734
	Iteration 12Q: 3 clusters Score -525696.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -525725.000000 Penalty: 4092.177734
	Iteration 13Q: 3 clusters Score -525725 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -525748.750000 Penalty: 4092.177734
	Iteration 14Q: 3 clusters Score -525748.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -525779.250000 Penalty: 4092.177734
	Iteration 15Q: 3 clusters Score -525779.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -525811.062500 Penalty: 4092.177734
	Iteration 16Q: 3 clusters Score -525811.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -525842.250000 Penalty: 4092.177734
	Iteration 17Q: 3 clusters Score -525842.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -525866.125000 Penalty: 4092.177734
	Iteration 18Q: 3 clusters Score -525866.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -525887.750000 Penalty: 4092.177734
	Iteration 19Q: 3 clusters Score -525887.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -525907.937500 Penalty: 4092.177734
	Iteration 20F: 3 clusters Score -525907.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -525926.812500 Penalty: 4092.177734
	Iteration 21Q: 3 clusters Score -525926.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -525940.875000 Penalty: 4092.177734
	Iteration 22Q: 3 clusters Score -525940.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -525956.187500 Penalty: 4092.177734
	Iteration 23Q: 3 clusters Score -525956.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -525973.187500 Penalty: 4092.177734
	Iteration 24Q: 3 clusters Score -525973.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -525989.125000 Penalty: 4092.177734
	Iteration 25Q: 3 clusters Score -525989.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -525999.437500 Penalty: 4092.177734
	Iteration 26Q: 3 clusters Score -525999.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -526007.312500 Penalty: 4092.177734
	Iteration 27Q: 3 clusters Score -526007.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -526016.500000 Penalty: 4092.177734
	Iteration 28Q: 3 clusters Score -526016.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -526024.000000 Penalty: 4092.177734
	Iteration 29Q: 3 clusters Score -526024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -526027.312500 Penalty: 4092.177734
	Iteration 30Q: 3 clusters Score -526027.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -526032.062500 Penalty: 4092.177734
	Iteration 31Q: 3 clusters Score -526032.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -526034.562500 Penalty: 4092.177734
	Iteration 32Q: 3 clusters Score -526034.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -526041.500000 Penalty: 4092.177734
	Iteration 33Q: 3 clusters Score -526041.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -526045.125000 Penalty: 4092.177734
	Iteration 34Q: 3 clusters Score -526045.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -526046.562500 Penalty: 4092.177734
	Iteration 35Q: 3 clusters Score -526046.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -526050.125000 Penalty: 4092.177734
	Iteration 36Q: 3 clusters Score -526050.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -526054.812500 Penalty: 4092.177734
	Iteration 37Q: 3 clusters Score -526054.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -526060.000000 Penalty: 4092.177734
	Iteration 38Q: 3 clusters Score -526060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -526062.312500 Penalty: 4092.177734
	Iteration 39Q: 3 clusters Score -526062.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -526064.437500 Penalty: 4092.177734
	Iteration 40F: 3 clusters Score -526064.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -526065.562500 Penalty: 4092.177734
	Iteration 41Q: 3 clusters Score -526065.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -526067.812500 Penalty: 4092.177734
	Iteration 42Q: 3 clusters Score -526067.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -526069.375000 Penalty: 4092.177734
	Iteration 43Q: 3 clusters Score -526069.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -526070.812500 Penalty: 4092.177734
	Iteration 44Q: 3 clusters Score -526070.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -526071.437500 Penalty: 4092.177734
	Iteration 45Q: 3 clusters Score -526071.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -526074.375000 Penalty: 4092.177734
	Iteration 46Q: 3 clusters Score -526074.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -526074.812500 Penalty: 4092.177734
	Iteration 47Q: 3 clusters Score -526074.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -526076.312500 Penalty: 4092.177734
	Iteration 48Q: 3 clusters Score -526076.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -526079.312500 Penalty: 4092.177734
	Iteration 49Q: 3 clusters Score -526079.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -526080.812500 Penalty: 4092.177734
	Iteration 50Q: 3 clusters Score -526080.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -526081.562500 Penalty: 4092.177734
	Iteration 51Q: 3 clusters Score -526081.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -526081.375000 Penalty: 4092.177734
	Iteration 52Q: 3 clusters Score -526081.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -526081.375000 Penalty: 4092.177734
	Iteration 53F: 3 clusters Score -526081.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Entering Unmasked Estep 
Score: -4237148.000000 Penalty: 2565.630615
	Iteration 0F: 2 clusters Score -4237148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -4215856.500000 Penalty: 5131.261230
	Iteration 0F: 3 clusters Score -4215856 nChanged 14011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -4224227.000000 Penalty: 5131.261230
	Iteration 1F: 3 clusters Score -4224227 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -4226237.500000 Penalty: 5131.261230
	Iteration 2F: 3 clusters Score -4226238 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -4228730.500000 Penalty: 5131.261230
	Iteration 3F: 3 clusters Score -4228730 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -4231333.500000 Penalty: 5131.261230
	Iteration 4F: 3 clusters Score -4231334 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -4233342.500000 Penalty: 5131.261230
	Iteration 5F: 3 clusters Score -4233342 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -4234512.000000 Penalty: 5131.261230
	Iteration 6F: 3 clusters Score -4234512 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -4235165.500000 Penalty: 5131.261230
	Iteration 7Q: 3 clusters Score -4235166 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -4235586.500000 Penalty: 5131.261230
	Iteration 8Q: 3 clusters Score -4235586 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -4235880.500000 Penalty: 5131.261230
	Iteration 9Q: 3 clusters Score -4235880 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -4236123.000000 Penalty: 5131.261230
	Iteration 10Q: 3 clusters Score -4236123 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -4236352.500000 Penalty: 5131.261230
	Iteration 11Q: 3 clusters Score -4236352 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -4236584.500000 Penalty: 5131.261230
	Iteration 12Q: 3 clusters Score -4236584 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -4236840.000000 Penalty: 5131.261230
	Iteration 13Q: 3 clusters Score -4236840 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -4237096.500000 Penalty: 5131.261230
	Iteration 14Q: 3 clusters Score -4237096 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -4237248.000000 Penalty: 5131.261230
	Iteration 15Q: 3 clusters Score -4237248 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -4237295.500000 Penalty: 5131.261230
	Iteration 16Q: 3 clusters Score -4237296 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -4237302.500000 Penalty: 5131.261230
	Iteration 17Q: 3 clusters Score -4237302 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -4237319.500000 Penalty: 5131.261230
	Iteration 18Q: 3 clusters Score -4237320 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -4237339.000000 Penalty: 5131.261230
	Iteration 19Q: 3 clusters Score -4237339 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -4237342.000000 Penalty: 5131.261230
	Iteration 20F: 3 clusters Score -4237342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -4237345.500000 Penalty: 5131.261230
	Iteration 21Q: 3 clusters Score -4237346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -4237352.500000 Penalty: 5131.261230
	Iteration 22Q: 3 clusters Score -4237352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -4237358.500000 Penalty: 5131.261230
	Iteration 23Q: 3 clusters Score -4237358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -4237357.000000 Penalty: 5131.261230
	Iteration 24Q: 3 clusters Score -4237357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -4237360.500000 Penalty: 5131.261230
	Iteration 25Q: 3 clusters Score -4237360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -4237358.500000 Penalty: 5131.261230
	Iteration 26Q: 3 clusters Score -4237358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -4237358.000000 Penalty: 5131.261230
	Iteration 27Q: 3 clusters Score -4237358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -4237358.500000 Penalty: 5131.261230
	Iteration 28Q: 3 clusters Score -4237358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -4237361.000000 Penalty: 5131.261230
	Iteration 29Q: 3 clusters Score -4237361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -4237361.000000 Penalty: 5131.261230
	Iteration 30F: 3 clusters Score -4237361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 65529 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 166744 members 
Mstep: Class 6 contains 3829 members 
Mstep: Class 7 contains 1426 members 
Mstep: Class 8 contains 137063 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 158788 members 
Mstep: Class 11 contains 6357 members 
Mstep: Class 12 contains 130896 members 
Mstep: Class 13 contains 17308 members 
Mstep: Class 14 contains 16892 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32744 members 
Mstep: Class 17 contains 3393 members 
Mstep: Class 18 contains 179866 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3556 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Mstep: Class 26 contains 29684 members 
Entering Unmasked Estep 
Score: -132674880.000000 Penalty: 88826.445312
Splitting cluster 7 changes total score from -132675824.000000 to -132674880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (137063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137063 members 
Entering Unmasked Estep 
Score: -19241864.000000 Penalty: 2933.392578
	Iteration 0F: 2 clusters Score -1.924186e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68733 members 
Mstep: Class 2 contains 68330 members 
Entering Unmasked Estep 
Score: -19155776.000000 Penalty: 5866.785156
	Iteration 0F: 3 clusters Score -1.915578e+07 nChanged 65666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70907 members 
Mstep: Class 2 contains 66156 members 
Entering Unmasked Estep 
Score: -19194366.000000 Penalty: 5866.785156
	Iteration 1F: 3 clusters Score -1.919437e+07 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72526 members 
Mstep: Class 2 contains 64537 members 
Entering Unmasked Estep 
Score: -19196380.000000 Penalty: 5866.785156
	Iteration 2Q: 3 clusters Score -1.919638e+07 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75166 members 
Mstep: Class 2 contains 61897 members 
Entering Unmasked Estep 
Score: -19199284.000000 Penalty: 5866.785156
	Iteration 3Q: 3 clusters Score -1.919928e+07 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79277 members 
Mstep: Class 2 contains 57786 members 
Entering Unmasked Estep 
Score: -19203516.000000 Penalty: 5866.785156
	Iteration 4F: 3 clusters Score -1.920352e+07 nChanged 9018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84905 members 
Mstep: Class 2 contains 52158 members 
Entering Unmasked Estep 
Score: -19209418.000000 Penalty: 5866.785156
	Iteration 5F: 3 clusters Score -1.920942e+07 nChanged 9565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91244 members 
Mstep: Class 2 contains 45819 members 
Entering Unmasked Estep 
Score: -19216620.000000 Penalty: 5866.785156
	Iteration 6F: 3 clusters Score -1.921662e+07 nChanged 9115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96685 members 
Mstep: Class 2 contains 40378 members 
Entering Unmasked Estep 
Score: -19223470.000000 Penalty: 5866.785156
	Iteration 7F: 3 clusters Score -1.922347e+07 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100437 members 
Mstep: Class 2 contains 36626 members 
Entering Unmasked Estep 
Score: -19227852.000000 Penalty: 5866.785156
	Iteration 8F: 3 clusters Score -1.922785e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102615 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -19230148.000000 Penalty: 5866.785156
	Iteration 9Q: 3 clusters Score -1.923015e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104192 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -19231154.000000 Penalty: 5866.785156
	Iteration 10Q: 3 clusters Score -1.923115e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105447 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -19232040.000000 Penalty: 5866.785156
	Iteration 11Q: 3 clusters Score -1.923204e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106553 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -19232734.000000 Penalty: 5866.785156
	Iteration 12Q: 3 clusters Score -1.923273e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107590 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -19233426.000000 Penalty: 5866.785156
	Iteration 13Q: 3 clusters Score -1.923343e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108517 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -19234166.000000 Penalty: 5866.785156
	Iteration 14Q: 3 clusters Score -1.923417e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109288 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -19234934.000000 Penalty: 5866.785156
	Iteration 15Q: 3 clusters Score -1.923493e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109884 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -19235576.000000 Penalty: 5866.785156
	Iteration 16Q: 3 clusters Score -1.923558e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110287 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -19236022.000000 Penalty: 5866.785156
	Iteration 17Q: 3 clusters Score -1.923602e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110585 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -19236428.000000 Penalty: 5866.785156
	Iteration 18Q: 3 clusters Score -1.923643e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110752 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -19236762.000000 Penalty: 5866.785156
	Iteration 19Q: 3 clusters Score -1.923676e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110818 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -19236892.000000 Penalty: 5866.785156
	Iteration 20F: 3 clusters Score -1.923689e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110853 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -19237010.000000 Penalty: 5866.785156
	Iteration 21Q: 3 clusters Score -1.923701e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110777 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -19237042.000000 Penalty: 5866.785156
	Iteration 22Q: 3 clusters Score -1.923704e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110647 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -19237120.000000 Penalty: 5866.785156
	Iteration 23Q: 3 clusters Score -1.923712e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110419 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -19237260.000000 Penalty: 5866.785156
	Iteration 24Q: 3 clusters Score -1.923726e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110131 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -19237326.000000 Penalty: 5866.785156
	Iteration 25Q: 3 clusters Score -1.923733e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109824 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -19237370.000000 Penalty: 5866.785156
	Iteration 26Q: 3 clusters Score -1.923737e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109515 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -19237398.000000 Penalty: 5866.785156
	Iteration 27Q: 3 clusters Score -1.92374e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109181 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -19237414.000000 Penalty: 5866.785156
	Iteration 28Q: 3 clusters Score -1.923741e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108823 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -19237420.000000 Penalty: 5866.785156
	Iteration 29Q: 3 clusters Score -1.923742e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108444 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -19237500.000000 Penalty: 5866.785156
	Iteration 30Q: 3 clusters Score -1.92375e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108049 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -19237622.000000 Penalty: 5866.785156
	Iteration 31Q: 3 clusters Score -1.923762e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107622 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -19237708.000000 Penalty: 5866.785156
	Iteration 32Q: 3 clusters Score -1.923771e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107189 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -19237802.000000 Penalty: 5866.785156
	Iteration 33Q: 3 clusters Score -1.92378e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106780 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -19237776.000000 Penalty: 5866.785156
	Iteration 34Q: 3 clusters Score -1.923778e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106369 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -19237804.000000 Penalty: 5866.785156
	Iteration 35Q: 3 clusters Score -1.92378e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105899 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -19237804.000000 Penalty: 5866.785156
	Iteration 36Q: 3 clusters Score -1.92378e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105382 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -19237862.000000 Penalty: 5866.785156
	Iteration 37Q: 3 clusters Score -1.923786e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104887 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -19237880.000000 Penalty: 5866.785156
	Iteration 38Q: 3 clusters Score -1.923788e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104368 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -19237916.000000 Penalty: 5866.785156
	Iteration 39Q: 3 clusters Score -1.923792e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103836 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -19237984.000000 Penalty: 5866.785156
	Iteration 40F: 3 clusters Score -1.923798e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103298 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -19238068.000000 Penalty: 5866.785156
	Iteration 41Q: 3 clusters Score -1.923807e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102783 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -19238122.000000 Penalty: 5866.785156
	Iteration 42Q: 3 clusters Score -1.923812e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102292 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -19238220.000000 Penalty: 5866.785156
	Iteration 43Q: 3 clusters Score -1.923822e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101828 members 
Mstep: Class 2 contains 35235 members 
Entering Unmasked Estep 
Score: -19238198.000000 Penalty: 5866.785156
	Iteration 44Q: 3 clusters Score -1.92382e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101376 members 
Mstep: Class 2 contains 35687 members 
Entering Unmasked Estep 
Score: -19238260.000000 Penalty: 5866.785156
	Iteration 45Q: 3 clusters Score -1.923826e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100963 members 
Mstep: Class 2 contains 36100 members 
Entering Unmasked Estep 
Score: -19238266.000000 Penalty: 5866.785156
	Iteration 46Q: 3 clusters Score -1.923827e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100567 members 
Mstep: Class 2 contains 36496 members 
Entering Unmasked Estep 
Score: -19238270.000000 Penalty: 5866.785156
	Iteration 47Q: 3 clusters Score -1.923827e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100185 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -19238322.000000 Penalty: 5866.785156
	Iteration 48Q: 3 clusters Score -1.923832e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99797 members 
Mstep: Class 2 contains 37266 members 
Entering Unmasked Estep 
Score: -19238360.000000 Penalty: 5866.785156
	Iteration 49Q: 3 clusters Score -1.923836e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99399 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -19238390.000000 Penalty: 5866.785156
	Iteration 50Q: 3 clusters Score -1.923839e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98960 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -19238426.000000 Penalty: 5866.785156
	Iteration 51Q: 3 clusters Score -1.923843e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98515 members 
Mstep: Class 2 contains 38548 members 
Entering Unmasked Estep 
Score: -19238380.000000 Penalty: 5866.785156
	Iteration 52Q: 3 clusters Score -1.923838e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98107 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -19238410.000000 Penalty: 5866.785156
	Iteration 53Q: 3 clusters Score -1.923841e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97724 members 
Mstep: Class 2 contains 39339 members 
Entering Unmasked Estep 
Score: -19238476.000000 Penalty: 5866.785156
	Iteration 54Q: 3 clusters Score -1.923848e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97354 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -19238548.000000 Penalty: 5866.785156
	Iteration 55Q: 3 clusters Score -1.923855e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97003 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -19238504.000000 Penalty: 5866.785156
	Iteration 56Q: 3 clusters Score -1.92385e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96666 members 
Mstep: Class 2 contains 40397 members 
Entering Unmasked Estep 
Score: -19238528.000000 Penalty: 5866.785156
	Iteration 57Q: 3 clusters Score -1.923853e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96332 members 
Mstep: Class 2 contains 40731 members 
Entering Unmasked Estep 
Score: -19238556.000000 Penalty: 5866.785156
	Iteration 58Q: 3 clusters Score -1.923856e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96015 members 
Mstep: Class 2 contains 41048 members 
Entering Unmasked Estep 
Score: -19238580.000000 Penalty: 5866.785156
	Iteration 59Q: 3 clusters Score -1.923858e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95677 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -19238664.000000 Penalty: 5866.785156
	Iteration 60F: 3 clusters Score -1.923866e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95384 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -19238674.000000 Penalty: 5866.785156
	Iteration 61Q: 3 clusters Score -1.923867e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95106 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -19238700.000000 Penalty: 5866.785156
	Iteration 62Q: 3 clusters Score -1.92387e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94843 members 
Mstep: Class 2 contains 42220 members 
Entering Unmasked Estep 
Score: -19238734.000000 Penalty: 5866.785156
	Iteration 63Q: 3 clusters Score -1.923873e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94586 members 
Mstep: Class 2 contains 42477 members 
Entering Unmasked Estep 
Score: -19238764.000000 Penalty: 5866.785156
	Iteration 64Q: 3 clusters Score -1.923876e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94363 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -19238746.000000 Penalty: 5866.785156
	Iteration 65Q: 3 clusters Score -1.923875e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94127 members 
Mstep: Class 2 contains 42936 members 
Entering Unmasked Estep 
Score: -19238708.000000 Penalty: 5866.785156
	Iteration 66Q: 3 clusters Score -1.923871e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93910 members 
Mstep: Class 2 contains 43153 members 
Entering Unmasked Estep 
Score: -19238772.000000 Penalty: 5866.785156
	Iteration 67Q: 3 clusters Score -1.923877e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93701 members 
Mstep: Class 2 contains 43362 members 
Entering Unmasked Estep 
Score: -19238772.000000 Penalty: 5866.785156
	Iteration 68Q: 3 clusters Score -1.923877e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93484 members 
Mstep: Class 2 contains 43579 members 
Entering Unmasked Estep 
Score: -19238778.000000 Penalty: 5866.785156
	Iteration 69Q: 3 clusters Score -1.923878e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93282 members 
Mstep: Class 2 contains 43781 members 
Entering Unmasked Estep 
Score: -19238800.000000 Penalty: 5866.785156
	Iteration 70Q: 3 clusters Score -1.92388e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93113 members 
Mstep: Class 2 contains 43950 members 
Entering Unmasked Estep 
Score: -19238778.000000 Penalty: 5866.785156
	Iteration 71Q: 3 clusters Score -1.923878e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92961 members 
Mstep: Class 2 contains 44102 members 
Entering Unmasked Estep 
Score: -19238766.000000 Penalty: 5866.785156
	Iteration 72Q: 3 clusters Score -1.923877e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92800 members 
Mstep: Class 2 contains 44263 members 
Entering Unmasked Estep 
Score: -19238758.000000 Penalty: 5866.785156
	Iteration 73Q: 3 clusters Score -1.923876e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92644 members 
Mstep: Class 2 contains 44419 members 
Entering Unmasked Estep 
Score: -19238758.000000 Penalty: 5866.785156
	Iteration 74Q: 3 clusters Score -1.923876e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92492 members 
Mstep: Class 2 contains 44571 members 
Entering Unmasked Estep 
Score: -19238726.000000 Penalty: 5866.785156
	Iteration 75Q: 3 clusters Score -1.923873e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92346 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
Score: -19238772.000000 Penalty: 5866.785156
	Iteration 76Q: 3 clusters Score -1.923877e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92217 members 
Mstep: Class 2 contains 44846 members 
Entering Unmasked Estep 
Score: -19238750.000000 Penalty: 5866.785156
	Iteration 77Q: 3 clusters Score -1.923875e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92123 members 
Mstep: Class 2 contains 44940 members 
Entering Unmasked Estep 
Score: -19238708.000000 Penalty: 5866.785156
	Iteration 78Q: 3 clusters Score -1.923871e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92023 members 
Mstep: Class 2 contains 45040 members 
Entering Unmasked Estep 
Score: -19238714.000000 Penalty: 5866.785156
	Iteration 79Q: 3 clusters Score -1.923871e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91924 members 
Mstep: Class 2 contains 45139 members 
Entering Unmasked Estep 
Score: -19238712.000000 Penalty: 5866.785156
	Iteration 80F: 3 clusters Score -1.923871e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91825 members 
Mstep: Class 2 contains 45238 members 
Entering Unmasked Estep 
Score: -19238700.000000 Penalty: 5866.785156
	Iteration 81Q: 3 clusters Score -1.92387e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91740 members 
Mstep: Class 2 contains 45323 members 
Entering Unmasked Estep 
Score: -19238732.000000 Penalty: 5866.785156
	Iteration 82Q: 3 clusters Score -1.923873e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91665 members 
Mstep: Class 2 contains 45398 members 
Entering Unmasked Estep 
Score: -19238712.000000 Penalty: 5866.785156
	Iteration 83Q: 3 clusters Score -1.923871e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91594 members 
Mstep: Class 2 contains 45469 members 
Entering Unmasked Estep 
Score: -19238720.000000 Penalty: 5866.785156
	Iteration 84Q: 3 clusters Score -1.923872e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91534 members 
Mstep: Class 2 contains 45529 members 
Entering Unmasked Estep 
Score: -19238708.000000 Penalty: 5866.785156
	Iteration 85Q: 3 clusters Score -1.923871e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91483 members 
Mstep: Class 2 contains 45580 members 
Entering Unmasked Estep 
Score: -19238728.000000 Penalty: 5866.785156
	Iteration 86Q: 3 clusters Score -1.923873e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91433 members 
Mstep: Class 2 contains 45630 members 
Entering Unmasked Estep 
Score: -19238748.000000 Penalty: 5866.785156
	Iteration 87Q: 3 clusters Score -1.923875e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91403 members 
Mstep: Class 2 contains 45660 members 
Entering Unmasked Estep 
Score: -19238754.000000 Penalty: 5866.785156
	Iteration 88Q: 3 clusters Score -1.923875e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91378 members 
Mstep: Class 2 contains 45685 members 
Entering Unmasked Estep 
Score: -19238744.000000 Penalty: 5866.785156
	Iteration 89Q: 3 clusters Score -1.923874e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91350 members 
Mstep: Class 2 contains 45713 members 
Entering Unmasked Estep 
Score: -19238726.000000 Penalty: 5866.785156
	Iteration 90Q: 3 clusters Score -1.923873e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91329 members 
Mstep: Class 2 contains 45734 members 
Entering Unmasked Estep 
Score: -19238724.000000 Penalty: 5866.785156
	Iteration 91Q: 3 clusters Score -1.923872e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91313 members 
Mstep: Class 2 contains 45750 members 
Entering Unmasked Estep 
Score: -19238714.000000 Penalty: 5866.785156
	Iteration 92Q: 3 clusters Score -1.923871e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91299 members 
Mstep: Class 2 contains 45764 members 
Entering Unmasked Estep 
Score: -19238710.000000 Penalty: 5866.785156
	Iteration 93Q: 3 clusters Score -1.923871e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91284 members 
Mstep: Class 2 contains 45779 members 
Entering Unmasked Estep 
Score: -19238714.000000 Penalty: 5866.785156
	Iteration 94Q: 3 clusters Score -1.923871e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91273 members 
Mstep: Class 2 contains 45790 members 
Entering Unmasked Estep 
Score: -19238722.000000 Penalty: 5866.785156
	Iteration 95Q: 3 clusters Score -1.923872e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91262 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -19238722.000000 Penalty: 5866.785156
	Iteration 96Q: 3 clusters Score -1.923872e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91255 members 
Mstep: Class 2 contains 45808 members 
Entering Unmasked Estep 
Score: -19238722.000000 Penalty: 5866.785156
	Iteration 97Q: 3 clusters Score -1.923872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91251 members 
Mstep: Class 2 contains 45812 members 
Entering Unmasked Estep 
Score: -19238720.000000 Penalty: 5866.785156
	Iteration 98Q: 3 clusters Score -1.923872e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91247 members 
Mstep: Class 2 contains 45816 members 
Entering Unmasked Estep 
Score: -19238712.000000 Penalty: 5866.785156
	Iteration 99Q: 3 clusters Score -1.923871e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91243 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
Score: -19238722.000000 Penalty: 5866.785156
	Iteration 100F: 3 clusters Score -1.923872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91241 members 
Mstep: Class 2 contains 45822 members 
Entering Unmasked Estep 
Score: -19238716.000000 Penalty: 5866.785156
	Iteration 101Q: 3 clusters Score -1.923872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91240 members 
Mstep: Class 2 contains 45823 members 
Entering Unmasked Estep 
Score: -19238716.000000 Penalty: 5866.785156
	Iteration 102Q: 3 clusters Score -1.923872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91238 members 
Mstep: Class 2 contains 45825 members 
Entering Unmasked Estep 
Score: -19238718.000000 Penalty: 5866.785156
	Iteration 103Q: 3 clusters Score -1.923872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91234 members 
Mstep: Class 2 contains 45829 members 
Entering Unmasked Estep 
Score: -19238724.000000 Penalty: 5866.785156
	Iteration 104Q: 3 clusters Score -1.923872e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91234 members 
Mstep: Class 2 contains 45829 members 
Entering Unmasked Estep 
Score: -19238724.000000 Penalty: 5866.785156
	Iteration 105F: 3 clusters Score -1.923872e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -80564.335938 Penalty: 1586.851562
	Iteration 0F: 2 clusters Score -80564.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -78984.007812 Penalty: 3173.703125
	Iteration 0F: 3 clusters Score -78984.01 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -79254.554688 Penalty: 3173.703125
	Iteration 1F: 3 clusters Score -79254.55 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -79316.210938 Penalty: 3173.703125
	Iteration 2F: 3 clusters Score -79316.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -79345.289062 Penalty: 3173.703125
	Iteration 3Q: 3 clusters Score -79345.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -79358.484375 Penalty: 3173.703125
	Iteration 4Q: 3 clusters Score -79358.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -79361.468750 Penalty: 3173.703125
	Iteration 5Q: 3 clusters Score -79361.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -79361.781250 Penalty: 3173.703125
	Iteration 6Q: 3 clusters Score -79361.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -79364.742188 Penalty: 3173.703125
	Iteration 7Q: 3 clusters Score -79364.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -79373.375000 Penalty: 3173.703125
	Iteration 8Q: 3 clusters Score -79373.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -79375.773438 Penalty: 3173.703125
	Iteration 9Q: 3 clusters Score -79375.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -79378.914062 Penalty: 3173.703125
	Iteration 10Q: 3 clusters Score -79378.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -79380.640625 Penalty: 3173.703125
	Iteration 11Q: 3 clusters Score -79380.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -79380.640625 Penalty: 3173.703125
	Iteration 12F: 3 clusters Score -79380.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (158788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158788 members 
Entering Unmasked Estep 
Score: -22152644.000000 Penalty: 2969.880859
	Iteration 0F: 2 clusters Score -2.215264e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79456 members 
Mstep: Class 2 contains 79332 members 
Entering Unmasked Estep 
Score: -22048180.000000 Penalty: 5939.761719
	Iteration 0F: 3 clusters Score -2.204818e+07 nChanged 75787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78889 members 
Mstep: Class 2 contains 79899 members 
Entering Unmasked Estep 
Score: -22092284.000000 Penalty: 5939.761719
	Iteration 1F: 3 clusters Score -2.209228e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78681 members 
Mstep: Class 2 contains 80107 members 
Entering Unmasked Estep 
Score: -22093054.000000 Penalty: 5939.761719
	Iteration 2Q: 3 clusters Score -2.209305e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78395 members 
Mstep: Class 2 contains 80393 members 
Entering Unmasked Estep 
Score: -22093662.000000 Penalty: 5939.761719
	Iteration 3Q: 3 clusters Score -2.209366e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78053 members 
Mstep: Class 2 contains 80735 members 
Entering Unmasked Estep 
Score: -22094500.000000 Penalty: 5939.761719
	Iteration 4Q: 3 clusters Score -2.20945e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77510 members 
Mstep: Class 2 contains 81278 members 
Entering Unmasked Estep 
Score: -22095420.000000 Penalty: 5939.761719
	Iteration 5Q: 3 clusters Score -2.209542e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76766 members 
Mstep: Class 2 contains 82022 members 
Entering Unmasked Estep 
Score: -22096372.000000 Penalty: 5939.761719
	Iteration 6Q: 3 clusters Score -2.209637e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75785 members 
Mstep: Class 2 contains 83003 members 
Entering Unmasked Estep 
Score: -22098202.000000 Penalty: 5939.761719
	Iteration 7Q: 3 clusters Score -2.20982e+07 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74551 members 
Mstep: Class 2 contains 84237 members 
Entering Unmasked Estep 
Score: -22100980.000000 Penalty: 5939.761719
	Iteration 8Q: 3 clusters Score -2.210098e+07 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73065 members 
Mstep: Class 2 contains 85723 members 
Entering Unmasked Estep 
Score: -22104982.000000 Penalty: 5939.761719
	Iteration 9Q: 3 clusters Score -2.210498e+07 nChanged 8683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71492 members 
Mstep: Class 2 contains 87296 members 
Entering Unmasked Estep 
Score: -22111042.000000 Penalty: 5939.761719
	Iteration 10F: 3 clusters Score -2.211104e+07 nChanged 10034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70038 members 
Mstep: Class 2 contains 88750 members 
Entering Unmasked Estep 
Score: -22118416.000000 Penalty: 5939.761719
	Iteration 11F: 3 clusters Score -2.211842e+07 nChanged 10024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68960 members 
Mstep: Class 2 contains 89828 members 
Entering Unmasked Estep 
Score: -22124980.000000 Penalty: 5939.761719
	Iteration 12F: 3 clusters Score -2.212498e+07 nChanged 8098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68418 members 
Mstep: Class 2 contains 90370 members 
Entering Unmasked Estep 
Score: -22128640.000000 Penalty: 5939.761719
	Iteration 13F: 3 clusters Score -2.212864e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68101 members 
Mstep: Class 2 contains 90687 members 
Entering Unmasked Estep 
Score: -22130182.000000 Penalty: 5939.761719
	Iteration 14Q: 3 clusters Score -2.213018e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67894 members 
Mstep: Class 2 contains 90894 members 
Entering Unmasked Estep 
Score: -22130572.000000 Penalty: 5939.761719
	Iteration 15Q: 3 clusters Score -2.213057e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67814 members 
Mstep: Class 2 contains 90974 members 
Entering Unmasked Estep 
Score: -22130804.000000 Penalty: 5939.761719
	Iteration 16Q: 3 clusters Score -2.21308e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67767 members 
Mstep: Class 2 contains 91021 members 
Entering Unmasked Estep 
Score: -22131008.000000 Penalty: 5939.761719
	Iteration 17Q: 3 clusters Score -2.213101e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67721 members 
Mstep: Class 2 contains 91067 members 
Entering Unmasked Estep 
Score: -22131178.000000 Penalty: 5939.761719
	Iteration 18Q: 3 clusters Score -2.213118e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67718 members 
Mstep: Class 2 contains 91070 members 
Entering Unmasked Estep 
Score: -22131352.000000 Penalty: 5939.761719
	Iteration 19Q: 3 clusters Score -2.213135e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67728 members 
Mstep: Class 2 contains 91060 members 
Entering Unmasked Estep 
Score: -22131516.000000 Penalty: 5939.761719
	Iteration 20F: 3 clusters Score -2.213152e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67719 members 
Mstep: Class 2 contains 91069 members 
Entering Unmasked Estep 
Score: -22131686.000000 Penalty: 5939.761719
	Iteration 21Q: 3 clusters Score -2.213169e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67710 members 
Mstep: Class 2 contains 91078 members 
Entering Unmasked Estep 
Score: -22131848.000000 Penalty: 5939.761719
	Iteration 22Q: 3 clusters Score -2.213185e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67749 members 
Mstep: Class 2 contains 91039 members 
Entering Unmasked Estep 
Score: -22132048.000000 Penalty: 5939.761719
	Iteration 23Q: 3 clusters Score -2.213205e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67824 members 
Mstep: Class 2 contains 90964 members 
Entering Unmasked Estep 
Score: -22132192.000000 Penalty: 5939.761719
	Iteration 24Q: 3 clusters Score -2.213219e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67939 members 
Mstep: Class 2 contains 90849 members 
Entering Unmasked Estep 
Score: -22132362.000000 Penalty: 5939.761719
	Iteration 25Q: 3 clusters Score -2.213236e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68094 members 
Mstep: Class 2 contains 90694 members 
Entering Unmasked Estep 
Score: -22132564.000000 Penalty: 5939.761719
	Iteration 26Q: 3 clusters Score -2.213256e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68302 members 
Mstep: Class 2 contains 90486 members 
Entering Unmasked Estep 
Score: -22132704.000000 Penalty: 5939.761719
	Iteration 27Q: 3 clusters Score -2.21327e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68525 members 
Mstep: Class 2 contains 90263 members 
Entering Unmasked Estep 
Score: -22132842.000000 Penalty: 5939.761719
	Iteration 28Q: 3 clusters Score -2.213284e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68843 members 
Mstep: Class 2 contains 89945 members 
Entering Unmasked Estep 
Score: -22133120.000000 Penalty: 5939.761719
	Iteration 29Q: 3 clusters Score -2.213312e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69223 members 
Mstep: Class 2 contains 89565 members 
Entering Unmasked Estep 
Score: -22133310.000000 Penalty: 5939.761719
	Iteration 30Q: 3 clusters Score -2.213331e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69685 members 
Mstep: Class 2 contains 89103 members 
Entering Unmasked Estep 
Score: -22133494.000000 Penalty: 5939.761719
	Iteration 31Q: 3 clusters Score -2.213349e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70251 members 
Mstep: Class 2 contains 88537 members 
Entering Unmasked Estep 
Score: -22133786.000000 Penalty: 5939.761719
	Iteration 32Q: 3 clusters Score -2.213379e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70801 members 
Mstep: Class 2 contains 87987 members 
Entering Unmasked Estep 
Score: -22134154.000000 Penalty: 5939.761719
	Iteration 33Q: 3 clusters Score -2.213415e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71454 members 
Mstep: Class 2 contains 87334 members 
Entering Unmasked Estep 
Score: -22134508.000000 Penalty: 5939.761719
	Iteration 34Q: 3 clusters Score -2.213451e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72088 members 
Mstep: Class 2 contains 86700 members 
Entering Unmasked Estep 
Score: -22134856.000000 Penalty: 5939.761719
	Iteration 35Q: 3 clusters Score -2.213486e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72789 members 
Mstep: Class 2 contains 85999 members 
Entering Unmasked Estep 
Score: -22135308.000000 Penalty: 5939.761719
	Iteration 36Q: 3 clusters Score -2.213531e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73590 members 
Mstep: Class 2 contains 85198 members 
Entering Unmasked Estep 
Score: -22135766.000000 Penalty: 5939.761719
	Iteration 37Q: 3 clusters Score -2.213577e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74401 members 
Mstep: Class 2 contains 84387 members 
Entering Unmasked Estep 
Score: -22136128.000000 Penalty: 5939.761719
	Iteration 38Q: 3 clusters Score -2.213613e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75234 members 
Mstep: Class 2 contains 83554 members 
Entering Unmasked Estep 
Score: -22136492.000000 Penalty: 5939.761719
	Iteration 39Q: 3 clusters Score -2.213649e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76043 members 
Mstep: Class 2 contains 82745 members 
Entering Unmasked Estep 
Score: -22136950.000000 Penalty: 5939.761719
	Iteration 40F: 3 clusters Score -2.213695e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76832 members 
Mstep: Class 2 contains 81956 members 
Entering Unmasked Estep 
Score: -22137404.000000 Penalty: 5939.761719
	Iteration 41Q: 3 clusters Score -2.21374e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77557 members 
Mstep: Class 2 contains 81231 members 
Entering Unmasked Estep 
Score: -22137840.000000 Penalty: 5939.761719
	Iteration 42Q: 3 clusters Score -2.213784e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78266 members 
Mstep: Class 2 contains 80522 members 
Entering Unmasked Estep 
Score: -22138128.000000 Penalty: 5939.761719
	Iteration 43Q: 3 clusters Score -2.213813e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79039 members 
Mstep: Class 2 contains 79749 members 
Entering Unmasked Estep 
Score: -22138528.000000 Penalty: 5939.761719
	Iteration 44Q: 3 clusters Score -2.213853e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79785 members 
Mstep: Class 2 contains 79003 members 
Entering Unmasked Estep 
Score: -22138794.000000 Penalty: 5939.761719
	Iteration 45Q: 3 clusters Score -2.213879e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80556 members 
Mstep: Class 2 contains 78232 members 
Entering Unmasked Estep 
Score: -22139148.000000 Penalty: 5939.761719
	Iteration 46Q: 3 clusters Score -2.213915e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81403 members 
Mstep: Class 2 contains 77385 members 
Entering Unmasked Estep 
Score: -22139450.000000 Penalty: 5939.761719
	Iteration 47Q: 3 clusters Score -2.213945e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82400 members 
Mstep: Class 2 contains 76388 members 
Entering Unmasked Estep 
Score: -22139798.000000 Penalty: 5939.761719
	Iteration 48Q: 3 clusters Score -2.21398e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83466 members 
Mstep: Class 2 contains 75322 members 
Entering Unmasked Estep 
Score: -22139980.000000 Penalty: 5939.761719
	Iteration 49Q: 3 clusters Score -2.213998e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84695 members 
Mstep: Class 2 contains 74093 members 
Entering Unmasked Estep 
Score: -22140252.000000 Penalty: 5939.761719
	Iteration 50Q: 3 clusters Score -2.214025e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86115 members 
Mstep: Class 2 contains 72673 members 
Entering Unmasked Estep 
Score: -22140388.000000 Penalty: 5939.761719
	Iteration 51Q: 3 clusters Score -2.214039e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87669 members 
Mstep: Class 2 contains 71119 members 
Entering Unmasked Estep 
Score: -22140718.000000 Penalty: 5939.761719
	Iteration 52Q: 3 clusters Score -2.214072e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89397 members 
Mstep: Class 2 contains 69391 members 
Entering Unmasked Estep 
Score: -22140850.000000 Penalty: 5939.761719
	Iteration 53Q: 3 clusters Score -2.214085e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91391 members 
Mstep: Class 2 contains 67397 members 
Entering Unmasked Estep 
Score: -22141152.000000 Penalty: 5939.761719
	Iteration 54Q: 3 clusters Score -2.214115e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93685 members 
Mstep: Class 2 contains 65103 members 
Entering Unmasked Estep 
Score: -22141232.000000 Penalty: 5939.761719
	Iteration 55Q: 3 clusters Score -2.214123e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96224 members 
Mstep: Class 2 contains 62564 members 
Entering Unmasked Estep 
Score: -22141490.000000 Penalty: 5939.761719
	Iteration 56Q: 3 clusters Score -2.214149e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98887 members 
Mstep: Class 2 contains 59901 members 
Entering Unmasked Estep 
Score: -22141702.000000 Penalty: 5939.761719
	Iteration 57Q: 3 clusters Score -2.21417e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101790 members 
Mstep: Class 2 contains 56998 members 
Entering Unmasked Estep 
Score: -22141996.000000 Penalty: 5939.761719
	Iteration 58Q: 3 clusters Score -2.2142e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104912 members 
Mstep: Class 2 contains 53876 members 
Entering Unmasked Estep 
Score: -22142410.000000 Penalty: 5939.761719
	Iteration 59Q: 3 clusters Score -2.214241e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108122 members 
Mstep: Class 2 contains 50666 members 
Entering Unmasked Estep 
Score: -22142762.000000 Penalty: 5939.761719
	Iteration 60F: 3 clusters Score -2.214276e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111628 members 
Mstep: Class 2 contains 47160 members 
Entering Unmasked Estep 
Score: -22143318.000000 Penalty: 5939.761719
	Iteration 61Q: 3 clusters Score -2.214332e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115259 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -22143916.000000 Penalty: 5939.761719
	Iteration 62Q: 3 clusters Score -2.214392e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118903 members 
Mstep: Class 2 contains 39885 members 
Entering Unmasked Estep 
Score: -22144610.000000 Penalty: 5939.761719
	Iteration 63Q: 3 clusters Score -2.214461e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122497 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -22145270.000000 Penalty: 5939.761719
	Iteration 64Q: 3 clusters Score -2.214527e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125983 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -22145944.000000 Penalty: 5939.761719
	Iteration 65Q: 3 clusters Score -2.214594e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129292 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -22146716.000000 Penalty: 5939.761719
	Iteration 66Q: 3 clusters Score -2.214672e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132387 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -22147306.000000 Penalty: 5939.761719
	Iteration 67Q: 3 clusters Score -2.214731e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135249 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -22147980.000000 Penalty: 5939.761719
	Iteration 68Q: 3 clusters Score -2.214798e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137909 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -22148600.000000 Penalty: 5939.761719
	Iteration 69Q: 3 clusters Score -2.21486e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140379 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -22149074.000000 Penalty: 5939.761719
	Iteration 70Q: 3 clusters Score -2.214907e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142496 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -22149546.000000 Penalty: 5939.761719
	Iteration 71Q: 3 clusters Score -2.214955e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144404 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -22149894.000000 Penalty: 5939.761719
	Iteration 72Q: 3 clusters Score -2.214989e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146121 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -22150286.000000 Penalty: 5939.761719
	Iteration 73Q: 3 clusters Score -2.215029e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147455 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -22150590.000000 Penalty: 5939.761719
	Iteration 74Q: 3 clusters Score -2.215059e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148427 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -22150672.000000 Penalty: 5939.761719
	Iteration 75Q: 3 clusters Score -2.215067e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149153 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -22150704.000000 Penalty: 5939.761719
	Iteration 76Q: 3 clusters Score -2.21507e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149642 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -22150692.000000 Penalty: 5939.761719
	Iteration 77Q: 3 clusters Score -2.215069e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150009 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -22150772.000000 Penalty: 5939.761719
	Iteration 78Q: 3 clusters Score -2.215077e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150234 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -22150802.000000 Penalty: 5939.761719
	Iteration 79Q: 3 clusters Score -2.21508e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150375 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -22151080.000000 Penalty: 5939.761719
	Iteration 80F: 3 clusters Score -2.215108e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151329 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -22151260.000000 Penalty: 5939.761719
	Iteration 81Q: 3 clusters Score -2.215126e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152111 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -22151404.000000 Penalty: 5939.761719
	Iteration 82Q: 3 clusters Score -2.21514e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152768 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -22151504.000000 Penalty: 5939.761719
	Iteration 83Q: 3 clusters Score -2.21515e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153317 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -22151556.000000 Penalty: 5939.761719
	Iteration 84Q: 3 clusters Score -2.215156e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153795 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -22151630.000000 Penalty: 5939.761719
	Iteration 85Q: 3 clusters Score -2.215163e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154175 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -22151658.000000 Penalty: 5939.761719
	Iteration 86Q: 3 clusters Score -2.215166e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154494 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -22151612.000000 Penalty: 5939.761719
	Iteration 87Q: 3 clusters Score -2.215161e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154761 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -22151550.000000 Penalty: 5939.761719
	Iteration 88Q: 3 clusters Score -2.215155e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154973 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -22151522.000000 Penalty: 5939.761719
	Iteration 89Q: 3 clusters Score -2.215152e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155152 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -22151498.000000 Penalty: 5939.761719
	Iteration 90Q: 3 clusters Score -2.21515e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155325 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -22151500.000000 Penalty: 5939.761719
	Iteration 91Q: 3 clusters Score -2.21515e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155471 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -22151478.000000 Penalty: 5939.761719
	Iteration 92Q: 3 clusters Score -2.215148e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155595 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -22151456.000000 Penalty: 5939.761719
	Iteration 93Q: 3 clusters Score -2.215146e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155688 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -22151428.000000 Penalty: 5939.761719
	Iteration 94Q: 3 clusters Score -2.215143e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155769 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -22151422.000000 Penalty: 5939.761719
	Iteration 95Q: 3 clusters Score -2.215142e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155842 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -22151390.000000 Penalty: 5939.761719
	Iteration 96Q: 3 clusters Score -2.215139e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155917 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -22151386.000000 Penalty: 5939.761719
	Iteration 97Q: 3 clusters Score -2.215139e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155969 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -22151378.000000 Penalty: 5939.761719
	Iteration 98Q: 3 clusters Score -2.215138e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156021 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -22151352.000000 Penalty: 5939.761719
	Iteration 99Q: 3 clusters Score -2.215135e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156084 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -22151348.000000 Penalty: 5939.761719
	Iteration 100F: 3 clusters Score -2.215135e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156128 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -22151338.000000 Penalty: 5939.761719
	Iteration 101Q: 3 clusters Score -2.215134e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156166 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -22151304.000000 Penalty: 5939.761719
	Iteration 102Q: 3 clusters Score -2.21513e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156187 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -22151308.000000 Penalty: 5939.761719
	Iteration 103Q: 3 clusters Score -2.215131e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156205 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -22151322.000000 Penalty: 5939.761719
	Iteration 104Q: 3 clusters Score -2.215132e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156225 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -22151296.000000 Penalty: 5939.761719
	Iteration 105Q: 3 clusters Score -2.21513e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156238 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -22151310.000000 Penalty: 5939.761719
	Iteration 106Q: 3 clusters Score -2.215131e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156251 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -22151294.000000 Penalty: 5939.761719
	Iteration 107Q: 3 clusters Score -2.215129e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156261 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -22151296.000000 Penalty: 5939.761719
	Iteration 108Q: 3 clusters Score -2.21513e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156275 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -22151272.000000 Penalty: 5939.761719
	Iteration 109Q: 3 clusters Score -2.215127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156284 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -22151274.000000 Penalty: 5939.761719
	Iteration 110Q: 3 clusters Score -2.215127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156293 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -22151278.000000 Penalty: 5939.761719
	Iteration 111Q: 3 clusters Score -2.215128e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156301 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -22151272.000000 Penalty: 5939.761719
	Iteration 112Q: 3 clusters Score -2.215127e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156312 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -22151256.000000 Penalty: 5939.761719
	Iteration 113Q: 3 clusters Score -2.215126e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156319 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -22151262.000000 Penalty: 5939.761719
	Iteration 114Q: 3 clusters Score -2.215126e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156328 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -22151242.000000 Penalty: 5939.761719
	Iteration 115Q: 3 clusters Score -2.215124e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156335 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -22151240.000000 Penalty: 5939.761719
	Iteration 116Q: 3 clusters Score -2.215124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156339 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -22151260.000000 Penalty: 5939.761719
	Iteration 117Q: 3 clusters Score -2.215126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156342 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -22151248.000000 Penalty: 5939.761719
	Iteration 118Q: 3 clusters Score -2.215125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156345 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -22151246.000000 Penalty: 5939.761719
	Iteration 119Q: 3 clusters Score -2.215125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156348 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -22151248.000000 Penalty: 5939.761719
	Iteration 120F: 3 clusters Score -2.215125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156350 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -22151242.000000 Penalty: 5939.761719
	Iteration 121Q: 3 clusters Score -2.215124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156350 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -22151252.000000 Penalty: 5939.761719
	Iteration 122Q: 3 clusters Score -2.215125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156351 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -22151242.000000 Penalty: 5939.761719
	Iteration 123Q: 3 clusters Score -2.215124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156352 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -22151250.000000 Penalty: 5939.761719
	Iteration 124Q: 3 clusters Score -2.215125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156353 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -22151250.000000 Penalty: 5939.761719
	Iteration 125Q: 3 clusters Score -2.215125e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156353 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -22151250.000000 Penalty: 5939.761719
	Iteration 126F: 3 clusters Score -2.215125e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Entering Unmasked Estep 
Score: -866587.562500 Penalty: 2171.813232
	Iteration 0F: 2 clusters Score -866587.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -861219.312500 Penalty: 4343.626465
	Iteration 0F: 3 clusters Score -861219.3 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -862568.187500 Penalty: 4343.626465
	Iteration 1F: 3 clusters Score -862568.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -862784.937500 Penalty: 4343.626465
	Iteration 2F: 3 clusters Score -862784.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -862939.312500 Penalty: 4343.626465
	Iteration 3F: 3 clusters Score -862939.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -863073.625000 Penalty: 4343.626465
	Iteration 4Q: 3 clusters Score -863073.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -863185.562500 Penalty: 4343.626465
	Iteration 5Q: 3 clusters Score -863185.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -863284.000000 Penalty: 4343.626465
	Iteration 6Q: 3 clusters Score -863284 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -863383.562500 Penalty: 4343.626465
	Iteration 7Q: 3 clusters Score -863383.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -863476.812500 Penalty: 4343.626465
	Iteration 8Q: 3 clusters Score -863476.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -863586.062500 Penalty: 4343.626465
	Iteration 9Q: 3 clusters Score -863586.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -863699.375000 Penalty: 4343.626465
	Iteration 10Q: 3 clusters Score -863699.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -863816.187500 Penalty: 4343.626465
	Iteration 11Q: 3 clusters Score -863816.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -863943.875000 Penalty: 4343.626465
	Iteration 12Q: 3 clusters Score -863943.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -864057.875000 Penalty: 4343.626465
	Iteration 13Q: 3 clusters Score -864057.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -864151.375000 Penalty: 4343.626465
	Iteration 14Q: 3 clusters Score -864151.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -864253.312500 Penalty: 4343.626465
	Iteration 15Q: 3 clusters Score -864253.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -864358.125000 Penalty: 4343.626465
	Iteration 16Q: 3 clusters Score -864358.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -864456.500000 Penalty: 4343.626465
	Iteration 17Q: 3 clusters Score -864456.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -864545.187500 Penalty: 4343.626465
	Iteration 18Q: 3 clusters Score -864545.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -864624.937500 Penalty: 4343.626465
	Iteration 19Q: 3 clusters Score -864624.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -864704.000000 Penalty: 4343.626465
	Iteration 20F: 3 clusters Score -864704 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -864784.125000 Penalty: 4343.626465
	Iteration 21Q: 3 clusters Score -864784.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -864854.875000 Penalty: 4343.626465
	Iteration 22Q: 3 clusters Score -864854.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -864921.875000 Penalty: 4343.626465
	Iteration 23Q: 3 clusters Score -864921.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -864975.875000 Penalty: 4343.626465
	Iteration 24Q: 3 clusters Score -864975.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -865033.000000 Penalty: 4343.626465
	Iteration 25Q: 3 clusters Score -865033 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -865095.750000 Penalty: 4343.626465
	Iteration 26Q: 3 clusters Score -865095.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -865206.625000 Penalty: 4343.626465
	Iteration 27Q: 3 clusters Score -865206.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -865351.625000 Penalty: 4343.626465
	Iteration 28Q: 3 clusters Score -865351.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -865423.437500 Penalty: 4343.626465
	Iteration 29Q: 3 clusters Score -865423.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -865468.500000 Penalty: 4343.626465
	Iteration 30Q: 3 clusters Score -865468.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -865497.312500 Penalty: 4343.626465
	Iteration 31Q: 3 clusters Score -865497.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -865530.125000 Penalty: 4343.626465
	Iteration 32Q: 3 clusters Score -865530.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -865550.187500 Penalty: 4343.626465
	Iteration 33Q: 3 clusters Score -865550.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -865559.500000 Penalty: 4343.626465
	Iteration 34Q: 3 clusters Score -865559.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -865562.875000 Penalty: 4343.626465
	Iteration 35Q: 3 clusters Score -865562.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -865562.937500 Penalty: 4343.626465
	Iteration 36Q: 3 clusters Score -865562.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -865565.125000 Penalty: 4343.626465
	Iteration 37Q: 3 clusters Score -865565.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -865565.562500 Penalty: 4343.626465
	Iteration 38Q: 3 clusters Score -865565.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -865565.562500 Penalty: 4343.626465
	Iteration 39F: 3 clusters Score -865565.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (130896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130896 members 
Entering Unmasked Estep 
Score: -18533418.000000 Penalty: 2921.975342
	Iteration 0F: 2 clusters Score -1.853342e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65359 members 
Mstep: Class 2 contains 65537 members 
Entering Unmasked Estep 
Score: -18450394.000000 Penalty: 5843.950684
	Iteration 0F: 3 clusters Score -1.845039e+07 nChanged 62522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65657 members 
Mstep: Class 2 contains 65239 members 
Entering Unmasked Estep 
Score: -18486234.000000 Penalty: 5843.950684
	Iteration 1F: 3 clusters Score -1.848623e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66064 members 
Mstep: Class 2 contains 64832 members 
Entering Unmasked Estep 
Score: -18487042.000000 Penalty: 5843.950684
	Iteration 2Q: 3 clusters Score -1.848704e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66713 members 
Mstep: Class 2 contains 64183 members 
Entering Unmasked Estep 
Score: -18488188.000000 Penalty: 5843.950684
	Iteration 3Q: 3 clusters Score -1.848819e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67576 members 
Mstep: Class 2 contains 63320 members 
Entering Unmasked Estep 
Score: -18489394.000000 Penalty: 5843.950684
	Iteration 4Q: 3 clusters Score -1.848939e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68625 members 
Mstep: Class 2 contains 62271 members 
Entering Unmasked Estep 
Score: -18490964.000000 Penalty: 5843.950684
	Iteration 5Q: 3 clusters Score -1.849096e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69959 members 
Mstep: Class 2 contains 60937 members 
Entering Unmasked Estep 
Score: -18492960.000000 Penalty: 5843.950684
	Iteration 6Q: 3 clusters Score -1.849296e+07 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71574 members 
Mstep: Class 2 contains 59322 members 
Entering Unmasked Estep 
Score: -18494988.000000 Penalty: 5843.950684
	Iteration 7Q: 3 clusters Score -1.849499e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73500 members 
Mstep: Class 2 contains 57396 members 
Entering Unmasked Estep 
Score: -18497312.000000 Penalty: 5843.950684
	Iteration 8Q: 3 clusters Score -1.849731e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75819 members 
Mstep: Class 2 contains 55077 members 
Entering Unmasked Estep 
Score: -18499920.000000 Penalty: 5843.950684
	Iteration 9Q: 3 clusters Score -1.849992e+07 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78432 members 
Mstep: Class 2 contains 52464 members 
Entering Unmasked Estep 
Score: -18502668.000000 Penalty: 5843.950684
	Iteration 10Q: 3 clusters Score -1.850267e+07 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81196 members 
Mstep: Class 2 contains 49700 members 
Entering Unmasked Estep 
Score: -18505682.000000 Penalty: 5843.950684
	Iteration 11Q: 3 clusters Score -1.850568e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83734 members 
Mstep: Class 2 contains 47162 members 
Entering Unmasked Estep 
Score: -18509214.000000 Penalty: 5843.950684
	Iteration 12Q: 3 clusters Score -1.850921e+07 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85808 members 
Mstep: Class 2 contains 45088 members 
Entering Unmasked Estep 
Score: -18512650.000000 Penalty: 5843.950684
	Iteration 13Q: 3 clusters Score -1.851265e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87500 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -18515030.000000 Penalty: 5843.950684
	Iteration 14Q: 3 clusters Score -1.851503e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88976 members 
Mstep: Class 2 contains 41920 members 
Entering Unmasked Estep 
Score: -18516320.000000 Penalty: 5843.950684
	Iteration 15Q: 3 clusters Score -1.851632e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90396 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -18516800.000000 Penalty: 5843.950684
	Iteration 16Q: 3 clusters Score -1.85168e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91763 members 
Mstep: Class 2 contains 39133 members 
Entering Unmasked Estep 
Score: -18517124.000000 Penalty: 5843.950684
	Iteration 17Q: 3 clusters Score -1.851712e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93139 members 
Mstep: Class 2 contains 37757 members 
Entering Unmasked Estep 
Score: -18517366.000000 Penalty: 5843.950684
	Iteration 18Q: 3 clusters Score -1.851737e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94545 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -18517606.000000 Penalty: 5843.950684
	Iteration 19Q: 3 clusters Score -1.851761e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95973 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -18517912.000000 Penalty: 5843.950684
	Iteration 20F: 3 clusters Score -1.851791e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97335 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
Score: -18518278.000000 Penalty: 5843.950684
	Iteration 21Q: 3 clusters Score -1.851828e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98752 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -18518550.000000 Penalty: 5843.950684
	Iteration 22Q: 3 clusters Score -1.851855e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100126 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -18518890.000000 Penalty: 5843.950684
	Iteration 23Q: 3 clusters Score -1.851889e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101536 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -18519362.000000 Penalty: 5843.950684
	Iteration 24Q: 3 clusters Score -1.851936e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102958 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -18519776.000000 Penalty: 5843.950684
	Iteration 25Q: 3 clusters Score -1.851978e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104344 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -18520292.000000 Penalty: 5843.950684
	Iteration 26Q: 3 clusters Score -1.852029e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105692 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -18520808.000000 Penalty: 5843.950684
	Iteration 27Q: 3 clusters Score -1.852081e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107045 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -18521284.000000 Penalty: 5843.950684
	Iteration 28Q: 3 clusters Score -1.852128e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108378 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -18521766.000000 Penalty: 5843.950684
	Iteration 29Q: 3 clusters Score -1.852177e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109672 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -18522166.000000 Penalty: 5843.950684
	Iteration 30Q: 3 clusters Score -1.852217e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110953 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -18522670.000000 Penalty: 5843.950684
	Iteration 31Q: 3 clusters Score -1.852267e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112139 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -18523086.000000 Penalty: 5843.950684
	Iteration 32Q: 3 clusters Score -1.852309e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113228 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -18523516.000000 Penalty: 5843.950684
	Iteration 33Q: 3 clusters Score -1.852352e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114267 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -18523836.000000 Penalty: 5843.950684
	Iteration 34Q: 3 clusters Score -1.852384e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115294 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -18524214.000000 Penalty: 5843.950684
	Iteration 35Q: 3 clusters Score -1.852421e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116225 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -18524604.000000 Penalty: 5843.950684
	Iteration 36Q: 3 clusters Score -1.85246e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117147 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -18525092.000000 Penalty: 5843.950684
	Iteration 37Q: 3 clusters Score -1.852509e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117992 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -18525456.000000 Penalty: 5843.950684
	Iteration 38Q: 3 clusters Score -1.852546e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118786 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -18525736.000000 Penalty: 5843.950684
	Iteration 39Q: 3 clusters Score -1.852574e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119546 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -18526014.000000 Penalty: 5843.950684
	Iteration 40F: 3 clusters Score -1.852601e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120237 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -18526402.000000 Penalty: 5843.950684
	Iteration 41Q: 3 clusters Score -1.85264e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120906 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -18526776.000000 Penalty: 5843.950684
	Iteration 42Q: 3 clusters Score -1.852678e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121564 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -18527204.000000 Penalty: 5843.950684
	Iteration 43Q: 3 clusters Score -1.85272e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122193 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -18527524.000000 Penalty: 5843.950684
	Iteration 44Q: 3 clusters Score -1.852752e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122792 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -18527858.000000 Penalty: 5843.950684
	Iteration 45Q: 3 clusters Score -1.852786e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123312 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -18528220.000000 Penalty: 5843.950684
	Iteration 46Q: 3 clusters Score -1.852822e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123771 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -18528488.000000 Penalty: 5843.950684
	Iteration 47Q: 3 clusters Score -1.852849e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124185 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -18528678.000000 Penalty: 5843.950684
	Iteration 48Q: 3 clusters Score -1.852868e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124569 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -18528818.000000 Penalty: 5843.950684
	Iteration 49Q: 3 clusters Score -1.852882e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124899 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -18529010.000000 Penalty: 5843.950684
	Iteration 50Q: 3 clusters Score -1.852901e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125198 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -18529172.000000 Penalty: 5843.950684
	Iteration 51Q: 3 clusters Score -1.852917e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125491 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -18529360.000000 Penalty: 5843.950684
	Iteration 52Q: 3 clusters Score -1.852936e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125731 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -18529508.000000 Penalty: 5843.950684
	Iteration 53Q: 3 clusters Score -1.852951e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125947 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -18529618.000000 Penalty: 5843.950684
	Iteration 54Q: 3 clusters Score -1.852962e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126138 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -18529762.000000 Penalty: 5843.950684
	Iteration 55Q: 3 clusters Score -1.852976e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126345 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -18529834.000000 Penalty: 5843.950684
	Iteration 56Q: 3 clusters Score -1.852983e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126531 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -18529920.000000 Penalty: 5843.950684
	Iteration 57Q: 3 clusters Score -1.852992e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126708 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -18530068.000000 Penalty: 5843.950684
	Iteration 58Q: 3 clusters Score -1.853007e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126874 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -18530184.000000 Penalty: 5843.950684
	Iteration 59Q: 3 clusters Score -1.853018e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127019 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -18530280.000000 Penalty: 5843.950684
	Iteration 60F: 3 clusters Score -1.853028e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127174 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -18530368.000000 Penalty: 5843.950684
	Iteration 61Q: 3 clusters Score -1.853037e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127333 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -18530450.000000 Penalty: 5843.950684
	Iteration 62Q: 3 clusters Score -1.853045e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127488 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -18530512.000000 Penalty: 5843.950684
	Iteration 63Q: 3 clusters Score -1.853051e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127617 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -18530582.000000 Penalty: 5843.950684
	Iteration 64Q: 3 clusters Score -1.853058e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127747 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -18530624.000000 Penalty: 5843.950684
	Iteration 65Q: 3 clusters Score -1.853062e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127849 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -18530674.000000 Penalty: 5843.950684
	Iteration 66Q: 3 clusters Score -1.853067e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127934 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -18530706.000000 Penalty: 5843.950684
	Iteration 67Q: 3 clusters Score -1.853071e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128008 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -18530742.000000 Penalty: 5843.950684
	Iteration 68Q: 3 clusters Score -1.853074e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128084 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -18530756.000000 Penalty: 5843.950684
	Iteration 69Q: 3 clusters Score -1.853076e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128154 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -18530802.000000 Penalty: 5843.950684
	Iteration 70Q: 3 clusters Score -1.85308e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128213 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -18530794.000000 Penalty: 5843.950684
	Iteration 71Q: 3 clusters Score -1.853079e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128267 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -18530798.000000 Penalty: 5843.950684
	Iteration 72Q: 3 clusters Score -1.85308e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128313 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -18530844.000000 Penalty: 5843.950684
	Iteration 73Q: 3 clusters Score -1.853084e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128352 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -18530848.000000 Penalty: 5843.950684
	Iteration 74Q: 3 clusters Score -1.853085e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128388 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -18530850.000000 Penalty: 5843.950684
	Iteration 75Q: 3 clusters Score -1.853085e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128423 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -18530878.000000 Penalty: 5843.950684
	Iteration 76Q: 3 clusters Score -1.853088e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128454 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -18530880.000000 Penalty: 5843.950684
	Iteration 77Q: 3 clusters Score -1.853088e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128479 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -18530904.000000 Penalty: 5843.950684
	Iteration 78Q: 3 clusters Score -1.85309e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128509 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -18530934.000000 Penalty: 5843.950684
	Iteration 79Q: 3 clusters Score -1.853093e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128546 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -18530932.000000 Penalty: 5843.950684
	Iteration 80F: 3 clusters Score -1.853093e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128576 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -18530918.000000 Penalty: 5843.950684
	Iteration 81Q: 3 clusters Score -1.853092e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128601 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -18530932.000000 Penalty: 5843.950684
	Iteration 82Q: 3 clusters Score -1.853093e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128621 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -18530946.000000 Penalty: 5843.950684
	Iteration 83Q: 3 clusters Score -1.853095e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128634 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -18530956.000000 Penalty: 5843.950684
	Iteration 84Q: 3 clusters Score -1.853096e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128648 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -18530948.000000 Penalty: 5843.950684
	Iteration 85Q: 3 clusters Score -1.853095e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128662 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -18530964.000000 Penalty: 5843.950684
	Iteration 86Q: 3 clusters Score -1.853096e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128673 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -18530962.000000 Penalty: 5843.950684
	Iteration 87Q: 3 clusters Score -1.853096e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128690 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -18530960.000000 Penalty: 5843.950684
	Iteration 88Q: 3 clusters Score -1.853096e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128710 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -18530976.000000 Penalty: 5843.950684
	Iteration 89Q: 3 clusters Score -1.853098e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128729 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -18530998.000000 Penalty: 5843.950684
	Iteration 90Q: 3 clusters Score -1.8531e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128744 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -18530972.000000 Penalty: 5843.950684
	Iteration 91Q: 3 clusters Score -1.853097e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128751 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -18530972.000000 Penalty: 5843.950684
	Iteration 92Q: 3 clusters Score -1.853097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128756 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -18530984.000000 Penalty: 5843.950684
	Iteration 93Q: 3 clusters Score -1.853098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128760 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -18530984.000000 Penalty: 5843.950684
	Iteration 94Q: 3 clusters Score -1.853098e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128768 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -18530964.000000 Penalty: 5843.950684
	Iteration 95Q: 3 clusters Score -1.853096e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128775 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -18530970.000000 Penalty: 5843.950684
	Iteration 96Q: 3 clusters Score -1.853097e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128783 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -18530978.000000 Penalty: 5843.950684
	Iteration 97Q: 3 clusters Score -1.853098e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128788 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -18530964.000000 Penalty: 5843.950684
	Iteration 98Q: 3 clusters Score -1.853096e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128794 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -18530984.000000 Penalty: 5843.950684
	Iteration 99Q: 3 clusters Score -1.853098e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128800 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -18530986.000000 Penalty: 5843.950684
	Iteration 100F: 3 clusters Score -1.853099e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128805 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -18531004.000000 Penalty: 5843.950684
	Iteration 101Q: 3 clusters Score -1.8531e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128812 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -18531008.000000 Penalty: 5843.950684
	Iteration 102Q: 3 clusters Score -1.853101e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128819 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -18530996.000000 Penalty: 5843.950684
	Iteration 103Q: 3 clusters Score -1.8531e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128827 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -18531012.000000 Penalty: 5843.950684
	Iteration 104Q: 3 clusters Score -1.853101e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128836 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -18531008.000000 Penalty: 5843.950684
	Iteration 105Q: 3 clusters Score -1.853101e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128846 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -18531006.000000 Penalty: 5843.950684
	Iteration 106Q: 3 clusters Score -1.853101e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128855 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -18530994.000000 Penalty: 5843.950684
	Iteration 107Q: 3 clusters Score -1.853099e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128856 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -18531002.000000 Penalty: 5843.950684
	Iteration 108Q: 3 clusters Score -1.8531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128858 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -18531010.000000 Penalty: 5843.950684
	Iteration 109Q: 3 clusters Score -1.853101e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128858 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -18531010.000000 Penalty: 5843.950684
	Iteration 110F: 3 clusters Score -1.853101e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Entering Unmasked Estep 
Score: -2444474.250000 Penalty: 2420.213379
	Iteration 0F: 2 clusters Score -2444474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -2432192.250000 Penalty: 4840.426758
	Iteration 0F: 3 clusters Score -2432192 nChanged 7492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2436115.250000 Penalty: 4840.426758
	Iteration 1F: 3 clusters Score -2436115 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2436441.250000 Penalty: 4840.426758
	Iteration 2F: 3 clusters Score -2436441 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -2436702.000000 Penalty: 4840.426758
	Iteration 3Q: 3 clusters Score -2436702 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2436893.000000 Penalty: 4840.426758
	Iteration 4Q: 3 clusters Score -2436893 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -2437065.750000 Penalty: 4840.426758
	Iteration 5Q: 3 clusters Score -2437066 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2437249.500000 Penalty: 4840.426758
	Iteration 6Q: 3 clusters Score -2437250 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -2437461.500000 Penalty: 4840.426758
	Iteration 7Q: 3 clusters Score -2437462 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2437726.750000 Penalty: 4840.426758
	Iteration 8Q: 3 clusters Score -2437727 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -2438074.500000 Penalty: 4840.426758
	Iteration 9Q: 3 clusters Score -2438074 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -2438501.750000 Penalty: 4840.426758
	Iteration 10Q: 3 clusters Score -2438502 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -2439028.750000 Penalty: 4840.426758
	Iteration 11Q: 3 clusters Score -2439029 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -2439583.250000 Penalty: 4840.426758
	Iteration 12Q: 3 clusters Score -2439583 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -2440145.500000 Penalty: 4840.426758
	Iteration 13Q: 3 clusters Score -2440146 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -2440658.750000 Penalty: 4840.426758
	Iteration 14Q: 3 clusters Score -2440659 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -2441073.250000 Penalty: 4840.426758
	Iteration 15Q: 3 clusters Score -2441073 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -2441375.250000 Penalty: 4840.426758
	Iteration 16Q: 3 clusters Score -2441375 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2441587.250000 Penalty: 4840.426758
	Iteration 17Q: 3 clusters Score -2441587 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -2441747.750000 Penalty: 4840.426758
	Iteration 18Q: 3 clusters Score -2441748 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2441908.000000 Penalty: 4840.426758
	Iteration 19Q: 3 clusters Score -2441908 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -2442018.250000 Penalty: 4840.426758
	Iteration 20F: 3 clusters Score -2442018 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -2442086.500000 Penalty: 4840.426758
	Iteration 21Q: 3 clusters Score -2442086 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -2442154.000000 Penalty: 4840.426758
	Iteration 22Q: 3 clusters Score -2442154 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -2442216.250000 Penalty: 4840.426758
	Iteration 23Q: 3 clusters Score -2442216 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -2442262.500000 Penalty: 4840.426758
	Iteration 24Q: 3 clusters Score -2442262 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -2442304.500000 Penalty: 4840.426758
	Iteration 25Q: 3 clusters Score -2442304 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -2442336.000000 Penalty: 4840.426758
	Iteration 26Q: 3 clusters Score -2442336 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -2442362.750000 Penalty: 4840.426758
	Iteration 27Q: 3 clusters Score -2442363 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -2442386.500000 Penalty: 4840.426758
	Iteration 28Q: 3 clusters Score -2442386 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -2442411.250000 Penalty: 4840.426758
	Iteration 29Q: 3 clusters Score -2442411 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -2442431.000000 Penalty: 4840.426758
	Iteration 30Q: 3 clusters Score -2442431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -2442443.500000 Penalty: 4840.426758
	Iteration 31Q: 3 clusters Score -2442444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -2442455.500000 Penalty: 4840.426758
	Iteration 32Q: 3 clusters Score -2442456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -2442464.500000 Penalty: 4840.426758
	Iteration 33Q: 3 clusters Score -2442464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2442465.500000 Penalty: 4840.426758
	Iteration 34Q: 3 clusters Score -2442466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -2442470.250000 Penalty: 4840.426758
	Iteration 35Q: 3 clusters Score -2442470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -2442473.000000 Penalty: 4840.426758
	Iteration 36Q: 3 clusters Score -2442473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -2442473.500000 Penalty: 4840.426758
	Iteration 37Q: 3 clusters Score -2442474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -2442474.500000 Penalty: 4840.426758
	Iteration 38Q: 3 clusters Score -2442474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -2442479.500000 Penalty: 4840.426758
	Iteration 39Q: 3 clusters Score -2442480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -2442479.500000 Penalty: 4840.426758
	Iteration 40F: 3 clusters Score -2442480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -2442483.500000 Penalty: 4840.426758
	Iteration 41Q: 3 clusters Score -2442484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2442483.000000 Penalty: 4840.426758
	Iteration 42Q: 3 clusters Score -2442483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2442483.000000 Penalty: 4840.426758
	Iteration 43F: 3 clusters Score -2442483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Entering Unmasked Estep 
Score: -2407166.750000 Penalty: 2414.179688
	Iteration 0F: 2 clusters Score -2407167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -2395005.000000 Penalty: 4828.359375
	Iteration 0F: 3 clusters Score -2395005 nChanged 7431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2398989.500000 Penalty: 4828.359375
	Iteration 1F: 3 clusters Score -2398990 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -2399313.250000 Penalty: 4828.359375
	Iteration 2F: 3 clusters Score -2399313 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -2399543.500000 Penalty: 4828.359375
	Iteration 3Q: 3 clusters Score -2399544 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -2399714.250000 Penalty: 4828.359375
	Iteration 4Q: 3 clusters Score -2399714 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2399855.000000 Penalty: 4828.359375
	Iteration 5Q: 3 clusters Score -2399855 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -2399963.250000 Penalty: 4828.359375
	Iteration 6Q: 3 clusters Score -2399963 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2400045.000000 Penalty: 4828.359375
	Iteration 7Q: 3 clusters Score -2400045 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -2400143.000000 Penalty: 4828.359375
	Iteration 8Q: 3 clusters Score -2400143 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -2400221.750000 Penalty: 4828.359375
	Iteration 9Q: 3 clusters Score -2400222 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -2400314.000000 Penalty: 4828.359375
	Iteration 10Q: 3 clusters Score -2400314 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -2400423.000000 Penalty: 4828.359375
	Iteration 11Q: 3 clusters Score -2400423 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -2400569.750000 Penalty: 4828.359375
	Iteration 12Q: 3 clusters Score -2400570 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -2400736.750000 Penalty: 4828.359375
	Iteration 13Q: 3 clusters Score -2400737 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -2400947.000000 Penalty: 4828.359375
	Iteration 14Q: 3 clusters Score -2400947 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -2401220.500000 Penalty: 4828.359375
	Iteration 15Q: 3 clusters Score -2401220 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -2401629.750000 Penalty: 4828.359375
	Iteration 16Q: 3 clusters Score -2401630 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -2402141.250000 Penalty: 4828.359375
	Iteration 17Q: 3 clusters Score -2402141 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -2402697.500000 Penalty: 4828.359375
	Iteration 18Q: 3 clusters Score -2402698 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2403216.750000 Penalty: 4828.359375
	Iteration 19Q: 3 clusters Score -2403217 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2403664.250000 Penalty: 4828.359375
	Iteration 20F: 3 clusters Score -2403664 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2403997.000000 Penalty: 4828.359375
	Iteration 21Q: 3 clusters Score -2403997 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2404238.000000 Penalty: 4828.359375
	Iteration 22Q: 3 clusters Score -2404238 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2404448.000000 Penalty: 4828.359375
	Iteration 23Q: 3 clusters Score -2404448 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2404628.000000 Penalty: 4828.359375
	Iteration 24Q: 3 clusters Score -2404628 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2404743.250000 Penalty: 4828.359375
	Iteration 25Q: 3 clusters Score -2404743 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2404822.000000 Penalty: 4828.359375
	Iteration 26Q: 3 clusters Score -2404822 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2404880.750000 Penalty: 4828.359375
	Iteration 27Q: 3 clusters Score -2404881 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2404921.500000 Penalty: 4828.359375
	Iteration 28Q: 3 clusters Score -2404922 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2404970.750000 Penalty: 4828.359375
	Iteration 29Q: 3 clusters Score -2404971 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2405007.250000 Penalty: 4828.359375
	Iteration 30Q: 3 clusters Score -2405007 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2405031.500000 Penalty: 4828.359375
	Iteration 31Q: 3 clusters Score -2405032 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2405050.500000 Penalty: 4828.359375
	Iteration 32Q: 3 clusters Score -2405050 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2405059.750000 Penalty: 4828.359375
	Iteration 33Q: 3 clusters Score -2405060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2405073.750000 Penalty: 4828.359375
	Iteration 34Q: 3 clusters Score -2405074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2405078.250000 Penalty: 4828.359375
	Iteration 35Q: 3 clusters Score -2405078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2405087.750000 Penalty: 4828.359375
	Iteration 36Q: 3 clusters Score -2405088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2405095.250000 Penalty: 4828.359375
	Iteration 37Q: 3 clusters Score -2405095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2405099.000000 Penalty: 4828.359375
	Iteration 38Q: 3 clusters Score -2405099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2405101.750000 Penalty: 4828.359375
	Iteration 39Q: 3 clusters Score -2405102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2405099.750000 Penalty: 4828.359375
	Iteration 40F: 3 clusters Score -2405100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -51699.179688 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -51699.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -50241.425781 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -50241.43 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50443.144531 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -50443.14 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -50589.152344 Penalty: 3021.289795
	Iteration 2F: 3 clusters Score -50589.15 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -50716.355469 Penalty: 3021.289795
	Iteration 3F: 3 clusters Score -50716.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -50814.808594 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -50814.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50868.152344 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -50868.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50946.527344 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -50946.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51046.496094 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -51046.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51217.281250 Penalty: 3021.289795
	Iteration 8Q: 3 clusters Score -51217.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -51316.523438 Penalty: 3021.289795
	Iteration 9Q: 3 clusters Score -51316.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -51577.785156 Penalty: 3021.289795
	Iteration 10Q: 3 clusters Score -51577.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -51683.011719 Penalty: 3021.289795
	Iteration 11Q: 3 clusters Score -51683.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -51700.472656 Penalty: 3021.289795
	Iteration 12Q: 3 clusters Score -51700.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -51712.222656 Penalty: 3021.289795
	Iteration 13Q: 3 clusters Score -51712.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -51712.222656 Penalty: 3021.289795
	Iteration 14F: 3 clusters Score -51712.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 65529 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 166744 members 
Mstep: Class 6 contains 3829 members 
Mstep: Class 7 contains 31110 members 
Mstep: Class 8 contains 137063 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 158788 members 
Mstep: Class 11 contains 6357 members 
Mstep: Class 12 contains 130896 members 
Mstep: Class 13 contains 17308 members 
Mstep: Class 14 contains 16892 members 
Mstep: Class 15 contains 208 members 
Mstep: Class 16 contains 32744 members 
Mstep: Class 17 contains 3393 members 
Mstep: Class 18 contains 179866 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3556 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Mstep: Class 26 contains 234 members 
Entering Unmasked Estep 
Score: -132673736.000000 Penalty: 88826.445312
Splitting cluster 15 changes total score from -132675824.000000 to -132673736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (32744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Entering Unmasked Estep 
Score: -4649763.500000 Penalty: 2578.325684
	Iteration 0F: 2 clusters Score -4649764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -4627271.000000 Penalty: 5156.651367
	Iteration 0F: 3 clusters Score -4627271 nChanged 14923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -4635281.500000 Penalty: 5156.651367
	Iteration 1F: 3 clusters Score -4635282 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -4635808.500000 Penalty: 5156.651367
	Iteration 2Q: 3 clusters Score -4635808 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -4636347.000000 Penalty: 5156.651367
	Iteration 3Q: 3 clusters Score -4636347 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -4636986.500000 Penalty: 5156.651367
	Iteration 4Q: 3 clusters Score -4636986 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -4637879.500000 Penalty: 5156.651367
	Iteration 5F: 3 clusters Score -4637880 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -4639059.000000 Penalty: 5156.651367
	Iteration 6F: 3 clusters Score -4639059 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -4640775.000000 Penalty: 5156.651367
	Iteration 7F: 3 clusters Score -4640775 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -4642751.000000 Penalty: 5156.651367
	Iteration 8F: 3 clusters Score -4642751 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -4644498.500000 Penalty: 5156.651367
	Iteration 9F: 3 clusters Score -4644498 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -4645689.500000 Penalty: 5156.651367
	Iteration 10Q: 3 clusters Score -4645690 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -4646399.500000 Penalty: 5156.651367
	Iteration 11Q: 3 clusters Score -4646400 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -4646803.000000 Penalty: 5156.651367
	Iteration 12Q: 3 clusters Score -4646803 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -4647032.500000 Penalty: 5156.651367
	Iteration 13Q: 3 clusters Score -4647032 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -4647163.000000 Penalty: 5156.651367
	Iteration 14Q: 3 clusters Score -4647163 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -4647253.000000 Penalty: 5156.651367
	Iteration 15Q: 3 clusters Score -4647253 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -4647310.000000 Penalty: 5156.651367
	Iteration 16Q: 3 clusters Score -4647310 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -4647353.500000 Penalty: 5156.651367
	Iteration 17Q: 3 clusters Score -4647354 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 31001 members 
Entering Unmasked Estep 
Score: -4647399.500000 Penalty: 5156.651367
	Iteration 18Q: 3 clusters Score -4647400 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 31070 members 
Entering Unmasked Estep 
Score: -4647429.500000 Penalty: 5156.651367
	Iteration 19Q: 3 clusters Score -4647430 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -4647453.500000 Penalty: 5156.651367
	Iteration 20F: 3 clusters Score -4647454 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 31171 members 
Entering Unmasked Estep 
Score: -4647472.000000 Penalty: 5156.651367
	Iteration 21Q: 3 clusters Score -4647472 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -4647494.500000 Penalty: 5156.651367
	Iteration 22Q: 3 clusters Score -4647494 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -4647517.000000 Penalty: 5156.651367
	Iteration 23Q: 3 clusters Score -4647517 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -4647528.000000 Penalty: 5156.651367
	Iteration 24Q: 3 clusters Score -4647528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -4647531.500000 Penalty: 5156.651367
	Iteration 25Q: 3 clusters Score -4647532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -4647532.500000 Penalty: 5156.651367
	Iteration 26Q: 3 clusters Score -4647532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -4647539.000000 Penalty: 5156.651367
	Iteration 27Q: 3 clusters Score -4647539 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
Score: -4647547.500000 Penalty: 5156.651367
	Iteration 28Q: 3 clusters Score -4647548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -4647556.500000 Penalty: 5156.651367
	Iteration 29Q: 3 clusters Score -4647556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -4647562.000000 Penalty: 5156.651367
	Iteration 30Q: 3 clusters Score -4647562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -4647571.500000 Penalty: 5156.651367
	Iteration 31Q: 3 clusters Score -4647572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -4647581.500000 Penalty: 5156.651367
	Iteration 32Q: 3 clusters Score -4647582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -4647573.500000 Penalty: 5156.651367
	Iteration 33Q: 3 clusters Score -4647574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -4647578.000000 Penalty: 5156.651367
	Iteration 34Q: 3 clusters Score -4647578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -4647578.000000 Penalty: 5156.651367
	Iteration 35Q: 3 clusters Score -4647578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -4647586.500000 Penalty: 5156.651367
	Iteration 36Q: 3 clusters Score -4647586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -4647586.500000 Penalty: 5156.651367
	Iteration 37Q: 3 clusters Score -4647586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -4647585.500000 Penalty: 5156.651367
	Iteration 38Q: 3 clusters Score -4647586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -4647583.000000 Penalty: 5156.651367
	Iteration 39Q: 3 clusters Score -4647583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -4647583.000000 Penalty: 5156.651367
	Iteration 40F: 3 clusters Score -4647583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -4647586.000000 Penalty: 5156.651367
	Iteration 41Q: 3 clusters Score -4647586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -4647588.000000 Penalty: 5156.651367
	Iteration 42Q: 3 clusters Score -4647588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -4647595.500000 Penalty: 5156.651367
	Iteration 43Q: 3 clusters Score -4647596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -4647597.500000 Penalty: 5156.651367
	Iteration 44Q: 3 clusters Score -4647598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -4647594.500000 Penalty: 5156.651367
	Iteration 45Q: 3 clusters Score -4647594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -4647592.500000 Penalty: 5156.651367
	Iteration 46Q: 3 clusters Score -4647592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -4647590.500000 Penalty: 5156.651367
	Iteration 47Q: 3 clusters Score -4647590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -4647600.500000 Penalty: 5156.651367
	Iteration 48Q: 3 clusters Score -4647600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -4647599.000000 Penalty: 5156.651367
	Iteration 49Q: 3 clusters Score -4647599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
Score: -4647597.500000 Penalty: 5156.651367
	Iteration 50Q: 3 clusters Score -4647598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -4647603.500000 Penalty: 5156.651367
	Iteration 51Q: 3 clusters Score -4647604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -4647605.500000 Penalty: 5156.651367
	Iteration 52Q: 3 clusters Score -4647606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -4647600.000000 Penalty: 5156.651367
	Iteration 53Q: 3 clusters Score -4647600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 31537 members 
Entering Unmasked Estep 
Score: -4647600.000000 Penalty: 5156.651367
	Iteration 54Q: 3 clusters Score -4647600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -4647602.500000 Penalty: 5156.651367
	Iteration 55Q: 3 clusters Score -4647602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -4647600.000000 Penalty: 5156.651367
	Iteration 56Q: 3 clusters Score -4647600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -4647603.000000 Penalty: 5156.651367
	Iteration 57Q: 3 clusters Score -4647603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -4647608.500000 Penalty: 5156.651367
	Iteration 58Q: 3 clusters Score -4647608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -4647611.000000 Penalty: 5156.651367
	Iteration 59Q: 3 clusters Score -4647611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 31555 members 
Entering Unmasked Estep 
Score: -4647606.500000 Penalty: 5156.651367
	Iteration 60F: 3 clusters Score -4647606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -4647612.000000 Penalty: 5156.651367
	Iteration 61Q: 3 clusters Score -4647612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -4647622.500000 Penalty: 5156.651367
	Iteration 62Q: 3 clusters Score -4647622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -4647619.500000 Penalty: 5156.651367
	Iteration 63Q: 3 clusters Score -4647620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -4647619.500000 Penalty: 5156.651367
	Iteration 64Q: 3 clusters Score -4647620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -4647619.500000 Penalty: 5156.651367
	Iteration 65Q: 3 clusters Score -4647620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -4647627.500000 Penalty: 5156.651367
	Iteration 66Q: 3 clusters Score -4647628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -4647634.000000 Penalty: 5156.651367
	Iteration 67Q: 3 clusters Score -4647634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 31589 members 
Entering Unmasked Estep 
Score: -4647632.500000 Penalty: 5156.651367
	Iteration 68Q: 3 clusters Score -4647632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 31589 members 
Entering Unmasked Estep 
Score: -4647632.500000 Penalty: 5156.651367
	Iteration 69F: 3 clusters Score -4647632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Entering Unmasked Estep 
Score: -464870.000000 Penalty: 2016.108521
	Iteration 0F: 2 clusters Score -464870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -461343.000000 Penalty: 4032.217041
	Iteration 0F: 3 clusters Score -461343 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -462059.312500 Penalty: 4032.217041
	Iteration 1F: 3 clusters Score -462059.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -462213.468750 Penalty: 4032.217041
	Iteration 2F: 3 clusters Score -462213.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -462305.343750 Penalty: 4032.217041
	Iteration 3Q: 3 clusters Score -462305.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -462372.281250 Penalty: 4032.217041
	Iteration 4Q: 3 clusters Score -462372.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -462429.093750 Penalty: 4032.217041
	Iteration 5Q: 3 clusters Score -462429.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -462477.781250 Penalty: 4032.217041
	Iteration 6Q: 3 clusters Score -462477.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -462515.093750 Penalty: 4032.217041
	Iteration 7Q: 3 clusters Score -462515.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -462547.281250 Penalty: 4032.217041
	Iteration 8Q: 3 clusters Score -462547.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -462574.250000 Penalty: 4032.217041
	Iteration 9Q: 3 clusters Score -462574.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -462595.437500 Penalty: 4032.217041
	Iteration 10Q: 3 clusters Score -462595.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -462616.531250 Penalty: 4032.217041
	Iteration 11Q: 3 clusters Score -462616.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -462640.031250 Penalty: 4032.217041
	Iteration 12Q: 3 clusters Score -462640 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -462678.812500 Penalty: 4032.217041
	Iteration 13Q: 3 clusters Score -462678.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -462709.375000 Penalty: 4032.217041
	Iteration 14Q: 3 clusters Score -462709.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -462736.781250 Penalty: 4032.217041
	Iteration 15Q: 3 clusters Score -462736.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -462767.187500 Penalty: 4032.217041
	Iteration 16Q: 3 clusters Score -462767.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -462813.531250 Penalty: 4032.217041
	Iteration 17Q: 3 clusters Score -462813.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -462859.593750 Penalty: 4032.217041
	Iteration 18Q: 3 clusters Score -462859.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -462893.656250 Penalty: 4032.217041
	Iteration 19Q: 3 clusters Score -462893.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -462929.812500 Penalty: 4032.217041
	Iteration 20F: 3 clusters Score -462929.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -462958.500000 Penalty: 4032.217041
	Iteration 21Q: 3 clusters Score -462958.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -462984.093750 Penalty: 4032.217041
	Iteration 22Q: 3 clusters Score -462984.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -463016.250000 Penalty: 4032.217041
	Iteration 23Q: 3 clusters Score -463016.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -463047.031250 Penalty: 4032.217041
	Iteration 24Q: 3 clusters Score -463047 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -463071.000000 Penalty: 4032.217041
	Iteration 25Q: 3 clusters Score -463071 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -463085.781250 Penalty: 4032.217041
	Iteration 26Q: 3 clusters Score -463085.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -463097.625000 Penalty: 4032.217041
	Iteration 27Q: 3 clusters Score -463097.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -463110.718750 Penalty: 4032.217041
	Iteration 28Q: 3 clusters Score -463110.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -463118.906250 Penalty: 4032.217041
	Iteration 29Q: 3 clusters Score -463118.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -463125.906250 Penalty: 4032.217041
	Iteration 30Q: 3 clusters Score -463125.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -463131.562500 Penalty: 4032.217041
	Iteration 31Q: 3 clusters Score -463131.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -463135.562500 Penalty: 4032.217041
	Iteration 32Q: 3 clusters Score -463135.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -463139.031250 Penalty: 4032.217041
	Iteration 33Q: 3 clusters Score -463139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -463145.093750 Penalty: 4032.217041
	Iteration 34Q: 3 clusters Score -463145.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -463150.875000 Penalty: 4032.217041
	Iteration 35Q: 3 clusters Score -463150.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -463154.968750 Penalty: 4032.217041
	Iteration 36Q: 3 clusters Score -463155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -463160.593750 Penalty: 4032.217041
	Iteration 37Q: 3 clusters Score -463160.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -463166.625000 Penalty: 4032.217041
	Iteration 38Q: 3 clusters Score -463166.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -463171.625000 Penalty: 4032.217041
	Iteration 39Q: 3 clusters Score -463171.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -463177.250000 Penalty: 4032.217041
	Iteration 40F: 3 clusters Score -463177.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -463185.531250 Penalty: 4032.217041
	Iteration 41Q: 3 clusters Score -463185.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -463191.187500 Penalty: 4032.217041
	Iteration 42Q: 3 clusters Score -463191.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -463198.750000 Penalty: 4032.217041
	Iteration 43Q: 3 clusters Score -463198.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -463205.031250 Penalty: 4032.217041
	Iteration 44Q: 3 clusters Score -463205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -463210.968750 Penalty: 4032.217041
	Iteration 45Q: 3 clusters Score -463211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -463214.750000 Penalty: 4032.217041
	Iteration 46Q: 3 clusters Score -463214.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -463217.218750 Penalty: 4032.217041
	Iteration 47Q: 3 clusters Score -463217.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -463221.343750 Penalty: 4032.217041
	Iteration 48Q: 3 clusters Score -463221.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -463223.218750 Penalty: 4032.217041
	Iteration 49Q: 3 clusters Score -463223.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -463225.437500 Penalty: 4032.217041
	Iteration 50Q: 3 clusters Score -463225.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -463225.156250 Penalty: 4032.217041
	Iteration 51Q: 3 clusters Score -463225.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -463226.031250 Penalty: 4032.217041
	Iteration 52Q: 3 clusters Score -463226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -463226.031250 Penalty: 4032.217041
	Iteration 53F: 3 clusters Score -463226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (179866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179866 members 
Entering Unmasked Estep 
Score: -25333070.000000 Penalty: 3000.791748
	Iteration 0F: 2 clusters Score -2.533307e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89818 members 
Mstep: Class 2 contains 90048 members 
Entering Unmasked Estep 
Score: -25226554.000000 Penalty: 6001.583496
	Iteration 0F: 3 clusters Score -2.522655e+07 nChanged 86516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88130 members 
Mstep: Class 2 contains 91736 members 
Entering Unmasked Estep 
Score: -25277310.000000 Penalty: 6001.583496
	Iteration 1F: 3 clusters Score -2.527731e+07 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86668 members 
Mstep: Class 2 contains 93198 members 
Entering Unmasked Estep 
Score: -25278374.000000 Penalty: 6001.583496
	Iteration 2Q: 3 clusters Score -2.527837e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84602 members 
Mstep: Class 2 contains 95264 members 
Entering Unmasked Estep 
Score: -25279922.000000 Penalty: 6001.583496
	Iteration 3Q: 3 clusters Score -2.527992e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81786 members 
Mstep: Class 2 contains 98080 members 
Entering Unmasked Estep 
Score: -25281050.000000 Penalty: 6001.583496
	Iteration 4Q: 3 clusters Score -2.528105e+07 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77746 members 
Mstep: Class 2 contains 102120 members 
Entering Unmasked Estep 
Score: -25282752.000000 Penalty: 6001.583496
	Iteration 5Q: 3 clusters Score -2.528275e+07 nChanged 7495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71945 members 
Mstep: Class 2 contains 107921 members 
Entering Unmasked Estep 
Score: -25285134.000000 Penalty: 6001.583496
	Iteration 6Q: 3 clusters Score -2.528513e+07 nChanged 9181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63904 members 
Mstep: Class 2 contains 115962 members 
Entering Unmasked Estep 
Score: -25288396.000000 Penalty: 6001.583496
	Iteration 7F: 3 clusters Score -2.52884e+07 nChanged 10967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53611 members 
Mstep: Class 2 contains 126255 members 
Entering Unmasked Estep 
Score: -25293122.000000 Penalty: 6001.583496
	Iteration 8F: 3 clusters Score -2.529312e+07 nChanged 12135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 137988 members 
Entering Unmasked Estep 
Score: -25299920.000000 Penalty: 6001.583496
	Iteration 9F: 3 clusters Score -2.529992e+07 nChanged 11664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 149328 members 
Entering Unmasked Estep 
Score: -25307898.000000 Penalty: 6001.583496
	Iteration 10F: 3 clusters Score -2.53079e+07 nChanged 9244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 158260 members 
Entering Unmasked Estep 
Score: -25318302.000000 Penalty: 6001.583496
	Iteration 11F: 3 clusters Score -2.53183e+07 nChanged 6988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 165036 members 
Entering Unmasked Estep 
Score: -25325600.000000 Penalty: 6001.583496
	Iteration 12Q: 3 clusters Score -2.53256e+07 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 169811 members 
Entering Unmasked Estep 
Score: -25329198.000000 Penalty: 6001.583496
	Iteration 13Q: 3 clusters Score -2.53292e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 172940 members 
Entering Unmasked Estep 
Score: -25330236.000000 Penalty: 6001.583496
	Iteration 14Q: 3 clusters Score -2.533024e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 174874 members 
Entering Unmasked Estep 
Score: -25330644.000000 Penalty: 6001.583496
	Iteration 15Q: 3 clusters Score -2.533064e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 176120 members 
Entering Unmasked Estep 
Score: -25330738.000000 Penalty: 6001.583496
	Iteration 16Q: 3 clusters Score -2.533074e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 176942 members 
Entering Unmasked Estep 
Score: -25330680.000000 Penalty: 6001.583496
	Iteration 17Q: 3 clusters Score -2.533068e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 177478 members 
Entering Unmasked Estep 
Score: -25330718.000000 Penalty: 6001.583496
	Iteration 18Q: 3 clusters Score -2.533072e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 177876 members 
Entering Unmasked Estep 
Score: -25330790.000000 Penalty: 6001.583496
	Iteration 19Q: 3 clusters Score -2.533079e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 178160 members 
Entering Unmasked Estep 
Score: -25330760.000000 Penalty: 6001.583496
	Iteration 20F: 3 clusters Score -2.533076e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 178368 members 
Entering Unmasked Estep 
Score: -25330814.000000 Penalty: 6001.583496
	Iteration 21Q: 3 clusters Score -2.533081e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 178516 members 
Entering Unmasked Estep 
Score: -25330828.000000 Penalty: 6001.583496
	Iteration 22Q: 3 clusters Score -2.533083e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 178648 members 
Entering Unmasked Estep 
Score: -25330864.000000 Penalty: 6001.583496
	Iteration 23Q: 3 clusters Score -2.533086e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 178723 members 
Entering Unmasked Estep 
Score: -25330838.000000 Penalty: 6001.583496
	Iteration 24Q: 3 clusters Score -2.533084e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 178780 members 
Entering Unmasked Estep 
Score: -25330832.000000 Penalty: 6001.583496
	Iteration 25Q: 3 clusters Score -2.533083e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 178818 members 
Entering Unmasked Estep 
Score: -25330842.000000 Penalty: 6001.583496
	Iteration 26Q: 3 clusters Score -2.533084e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 178848 members 
Entering Unmasked Estep 
Score: -25330862.000000 Penalty: 6001.583496
	Iteration 27Q: 3 clusters Score -2.533086e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 178875 members 
Entering Unmasked Estep 
Score: -25330860.000000 Penalty: 6001.583496
	Iteration 28Q: 3 clusters Score -2.533086e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 178898 members 
Entering Unmasked Estep 
Score: -25330846.000000 Penalty: 6001.583496
	Iteration 29Q: 3 clusters Score -2.533085e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 178925 members 
Entering Unmasked Estep 
Score: -25330856.000000 Penalty: 6001.583496
	Iteration 30Q: 3 clusters Score -2.533086e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 178954 members 
Entering Unmasked Estep 
Score: -25330844.000000 Penalty: 6001.583496
	Iteration 31Q: 3 clusters Score -2.533084e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 178973 members 
Entering Unmasked Estep 
Score: -25330856.000000 Penalty: 6001.583496
	Iteration 32Q: 3 clusters Score -2.533086e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 178989 members 
Entering Unmasked Estep 
Score: -25330846.000000 Penalty: 6001.583496
	Iteration 33Q: 3 clusters Score -2.533085e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 179003 members 
Entering Unmasked Estep 
Score: -25330840.000000 Penalty: 6001.583496
	Iteration 34Q: 3 clusters Score -2.533084e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 179013 members 
Entering Unmasked Estep 
Score: -25330856.000000 Penalty: 6001.583496
	Iteration 35Q: 3 clusters Score -2.533086e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 179026 members 
Entering Unmasked Estep 
Score: -25330872.000000 Penalty: 6001.583496
	Iteration 36Q: 3 clusters Score -2.533087e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 179029 members 
Entering Unmasked Estep 
Score: -25330882.000000 Penalty: 6001.583496
	Iteration 37Q: 3 clusters Score -2.533088e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 179035 members 
Entering Unmasked Estep 
Score: -25330874.000000 Penalty: 6001.583496
	Iteration 38Q: 3 clusters Score -2.533087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 179035 members 
Entering Unmasked Estep 
Score: -25330890.000000 Penalty: 6001.583496
	Iteration 39Q: 3 clusters Score -2.533089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 179040 members 
Entering Unmasked Estep 
Score: -25330872.000000 Penalty: 6001.583496
	Iteration 40F: 3 clusters Score -2.533087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 179044 members 
Entering Unmasked Estep 
Score: -25330878.000000 Penalty: 6001.583496
	Iteration 41Q: 3 clusters Score -2.533088e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 179047 members 
Entering Unmasked Estep 
Score: -25330896.000000 Penalty: 6001.583496
	Iteration 42Q: 3 clusters Score -2.53309e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 179049 members 
Entering Unmasked Estep 
Score: -25330888.000000 Penalty: 6001.583496
	Iteration 43Q: 3 clusters Score -2.533089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 179052 members 
Entering Unmasked Estep 
Score: -25330902.000000 Penalty: 6001.583496
	Iteration 44Q: 3 clusters Score -2.53309e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 179054 members 
Entering Unmasked Estep 
Score: -25330912.000000 Penalty: 6001.583496
	Iteration 45Q: 3 clusters Score -2.533091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 179056 members 
Entering Unmasked Estep 
Score: -25330900.000000 Penalty: 6001.583496
	Iteration 46Q: 3 clusters Score -2.53309e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 179056 members 
Entering Unmasked Estep 
Score: -25330916.000000 Penalty: 6001.583496
	Iteration 47Q: 3 clusters Score -2.533092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 179054 members 
Entering Unmasked Estep 
Score: -25330914.000000 Penalty: 6001.583496
	Iteration 48Q: 3 clusters Score -2.533091e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 179054 members 
Entering Unmasked Estep 
Score: -25330914.000000 Penalty: 6001.583496
	Iteration 49F: 3 clusters Score -2.533091e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -294807.406250 Penalty: 1901.803101
	Iteration 0F: 2 clusters Score -294807.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -292080.000000 Penalty: 3803.606201
	Iteration 0F: 3 clusters Score -292080 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -292585.093750 Penalty: 3803.606201
	Iteration 1F: 3 clusters Score -292585.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -292725.906250 Penalty: 3803.606201
	Iteration 2F: 3 clusters Score -292725.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -292782.093750 Penalty: 3803.606201
	Iteration 3Q: 3 clusters Score -292782.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -292809.000000 Penalty: 3803.606201
	Iteration 4Q: 3 clusters Score -292809 nChanged 25
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: -292826.906250 Penalty: 3803.606201
	Iteration 5Q: 3 clusters Score -292826.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -292837.687500 Penalty: 3803.606201
	Iteration 6Q: 3 clusters Score -292837.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -292848.281250 Penalty: 3803.606201
	Iteration 7Q: 3 clusters Score -292848.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -292854.312500 Penalty: 3803.606201
	Iteration 8Q: 3 clusters Score -292854.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -292860.093750 Penalty: 3803.606201
	Iteration 9Q: 3 clusters Score -292860.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -292862.062500 Penalty: 3803.606201
	Iteration 10Q: 3 clusters Score -292862.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -292865.093750 Penalty: 3803.606201
	Iteration 11Q: 3 clusters Score -292865.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -292871.968750 Penalty: 3803.606201
	Iteration 12Q: 3 clusters Score -292872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -292874.593750 Penalty: 3803.606201
	Iteration 13Q: 3 clusters Score -292874.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -292876.281250 Penalty: 3803.606201
	Iteration 14Q: 3 clusters Score -292876.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -292876.125000 Penalty: 3803.606201
	Iteration 15Q: 3 clusters Score -292876.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -292878.187500 Penalty: 3803.606201
	Iteration 16Q: 3 clusters Score -292878.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -292878.093750 Penalty: 3803.606201
	Iteration 17Q: 3 clusters Score -292878.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -292879.093750 Penalty: 3803.606201
	Iteration 18Q: 3 clusters Score -292879.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -292879.093750 Penalty: 3803.606201
	Iteration 19F: 3 clusters Score -292879.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -81267.898438 Penalty: 1583.946045
	Iteration 0F: 2 clusters Score -81267.9 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 304 members 
Entering Unmasked Estep 
Score: -79650.359375 Penalty: 3167.892090
	Iteration 0F: 3 clusters Score -79650.36 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -79831.109375 Penalty: 3167.892090
	Iteration 1F: 3 clusters Score -79831.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -79878.515625 Penalty: 3167.892090
	Iteration 2Q: 3 clusters Score -79878.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -79898.507812 Penalty: 3167.892090
	Iteration 3Q: 3 clusters Score -79898.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -79912.859375 Penalty: 3167.892090
	Iteration 4Q: 3 clusters Score -79912.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -79925.625000 Penalty: 3167.892090
	Iteration 5Q: 3 clusters Score -79925.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -79932.695312 Penalty: 3167.892090
	Iteration 6Q: 3 clusters Score -79932.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -79936.453125 Penalty: 3167.892090
	Iteration 7Q: 3 clusters Score -79936.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -79936.453125 Penalty: 3167.892090
	Iteration 8F: 3 clusters Score -79936.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Entering Unmasked Estep 
Score: -481321.656250 Penalty: 2027.745117
	Iteration 0F: 2 clusters Score -481321.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -477742.187500 Penalty: 4055.490234
	Iteration 0F: 3 clusters Score -477742.2 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -478548.031250 Penalty: 4055.490234
	Iteration 1F: 3 clusters Score -478548 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -478689.781250 Penalty: 4055.490234
	Iteration 2F: 3 clusters Score -478689.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -478771.968750 Penalty: 4055.490234
	Iteration 3Q: 3 clusters Score -478772 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -478830.750000 Penalty: 4055.490234
	Iteration 4Q: 3 clusters Score -478830.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -478887.375000 Penalty: 4055.490234
	Iteration 5Q: 3 clusters Score -478887.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -478926.187500 Penalty: 4055.490234
	Iteration 6Q: 3 clusters Score -478926.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -478962.625000 Penalty: 4055.490234
	Iteration 7Q: 3 clusters Score -478962.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -478996.062500 Penalty: 4055.490234
	Iteration 8Q: 3 clusters Score -478996.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -479023.906250 Penalty: 4055.490234
	Iteration 9Q: 3 clusters Score -479023.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -479051.968750 Penalty: 4055.490234
	Iteration 10Q: 3 clusters Score -479052 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -479072.687500 Penalty: 4055.490234
	Iteration 11Q: 3 clusters Score -479072.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -479088.718750 Penalty: 4055.490234
	Iteration 12Q: 3 clusters Score -479088.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -479104.125000 Penalty: 4055.490234
	Iteration 13Q: 3 clusters Score -479104.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -479124.437500 Penalty: 4055.490234
	Iteration 14Q: 3 clusters Score -479124.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -479148.312500 Penalty: 4055.490234
	Iteration 15Q: 3 clusters Score -479148.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -479166.593750 Penalty: 4055.490234
	Iteration 16Q: 3 clusters Score -479166.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -479183.843750 Penalty: 4055.490234
	Iteration 17Q: 3 clusters Score -479183.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -479193.562500 Penalty: 4055.490234
	Iteration 18Q: 3 clusters Score -479193.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -479205.187500 Penalty: 4055.490234
	Iteration 19Q: 3 clusters Score -479205.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -479217.281250 Penalty: 4055.490234
	Iteration 20F: 3 clusters Score -479217.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -479228.937500 Penalty: 4055.490234
	Iteration 21Q: 3 clusters Score -479228.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -479242.406250 Penalty: 4055.490234
	Iteration 22Q: 3 clusters Score -479242.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -479260.187500 Penalty: 4055.490234
	Iteration 23Q: 3 clusters Score -479260.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -479280.031250 Penalty: 4055.490234
	Iteration 24Q: 3 clusters Score -479280 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -479300.625000 Penalty: 4055.490234
	Iteration 25Q: 3 clusters Score -479300.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -479319.156250 Penalty: 4055.490234
	Iteration 26Q: 3 clusters Score -479319.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -479336.843750 Penalty: 4055.490234
	Iteration 27Q: 3 clusters Score -479336.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -479365.218750 Penalty: 4055.490234
	Iteration 28Q: 3 clusters Score -479365.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -479404.343750 Penalty: 4055.490234
	Iteration 29Q: 3 clusters Score -479404.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -479440.093750 Penalty: 4055.490234
	Iteration 30Q: 3 clusters Score -479440.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -479477.250000 Penalty: 4055.490234
	Iteration 31Q: 3 clusters Score -479477.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -479516.906250 Penalty: 4055.490234
	Iteration 32Q: 3 clusters Score -479516.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -479554.750000 Penalty: 4055.490234
	Iteration 33Q: 3 clusters Score -479554.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -479597.531250 Penalty: 4055.490234
	Iteration 34Q: 3 clusters Score -479597.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -479640.406250 Penalty: 4055.490234
	Iteration 35Q: 3 clusters Score -479640.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -479690.468750 Penalty: 4055.490234
	Iteration 36Q: 3 clusters Score -479690.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -479739.281250 Penalty: 4055.490234
	Iteration 37Q: 3 clusters Score -479739.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -479782.187500 Penalty: 4055.490234
	Iteration 38Q: 3 clusters Score -479782.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -479838.343750 Penalty: 4055.490234
	Iteration 39Q: 3 clusters Score -479838.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -479881.218750 Penalty: 4055.490234
	Iteration 40F: 3 clusters Score -479881.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -479934.781250 Penalty: 4055.490234
	Iteration 41Q: 3 clusters Score -479934.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -479984.875000 Penalty: 4055.490234
	Iteration 42Q: 3 clusters Score -479984.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -480013.187500 Penalty: 4055.490234
	Iteration 43Q: 3 clusters Score -480013.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -480025.500000 Penalty: 4055.490234
	Iteration 44Q: 3 clusters Score -480025.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -480036.687500 Penalty: 4055.490234
	Iteration 45Q: 3 clusters Score -480036.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -480050.812500 Penalty: 4055.490234
	Iteration 46Q: 3 clusters Score -480050.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -480061.312500 Penalty: 4055.490234
	Iteration 47Q: 3 clusters Score -480061.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -480068.062500 Penalty: 4055.490234
	Iteration 48Q: 3 clusters Score -480068.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -480074.187500 Penalty: 4055.490234
	Iteration 49Q: 3 clusters Score -480074.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -480077.687500 Penalty: 4055.490234
	Iteration 50Q: 3 clusters Score -480077.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -480080.500000 Penalty: 4055.490234
	Iteration 51Q: 3 clusters Score -480080.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -480082.000000 Penalty: 4055.490234
	Iteration 52Q: 3 clusters Score -480082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -480081.968750 Penalty: 4055.490234
	Iteration 53Q: 3 clusters Score -480082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -480082.781250 Penalty: 4055.490234
	Iteration 54Q: 3 clusters Score -480082.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -480083.593750 Penalty: 4055.490234
	Iteration 55Q: 3 clusters Score -480083.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -480083.750000 Penalty: 4055.490234
	Iteration 56Q: 3 clusters Score -480083.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -480083.750000 Penalty: 4055.490234
	Iteration 57F: 3 clusters Score -480083.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (95 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Entering Unmasked Estep 
Score: -9003.604492 Penalty: 1129.361450
	Iteration 0F: 2 clusters Score -9003.604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -8351.984375 Penalty: 2258.722900
	Iteration 0F: 3 clusters Score -8351.984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -24767.232422 Penalty: 1346.477661
	Iteration 0F: 2 clusters Score -24767.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -23647.005859 Penalty: 2692.955322
	Iteration 0F: 3 clusters Score -23647.01 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -23790.349609 Penalty: 2692.955322
	Iteration 1F: 3 clusters Score -23790.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -23894.031250 Penalty: 2692.955322
	Iteration 2F: 3 clusters Score -23894.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -23920.978516 Penalty: 2692.955322
	Iteration 3Q: 3 clusters Score -23920.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -23978.328125 Penalty: 2692.955322
	Iteration 4Q: 3 clusters Score -23978.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -24017.398438 Penalty: 2692.955322
	Iteration 5Q: 3 clusters Score -24017.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -24044.419922 Penalty: 2692.955322
	Iteration 6Q: 3 clusters Score -24044.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -24050.857422 Penalty: 2692.955322
	Iteration 7Q: 3 clusters Score -24050.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -24057.775391 Penalty: 2692.955322
	Iteration 8Q: 3 clusters Score -24057.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -24090.570312 Penalty: 2692.955322
	Iteration 9Q: 3 clusters Score -24090.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -24159.689453 Penalty: 2692.955322
	Iteration 10Q: 3 clusters Score -24159.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -24245.789062 Penalty: 2692.955322
	Iteration 11Q: 3 clusters Score -24245.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -24309.439453 Penalty: 2692.955322
	Iteration 12Q: 3 clusters Score -24309.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -24325.869141 Penalty: 2692.955322
	Iteration 13Q: 3 clusters Score -24325.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -24335.173828 Penalty: 2692.955322
	Iteration 14Q: 3 clusters Score -24335.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -24347.263672 Penalty: 2692.955322
	Iteration 15Q: 3 clusters Score -24347.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -24357.330078 Penalty: 2692.955322
	Iteration 16Q: 3 clusters Score -24357.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -24357.330078 Penalty: 2692.955322
	Iteration 17F: 3 clusters Score -24357.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -33150.343750 Penalty: 1423.468628
	Iteration 0F: 2 clusters Score -33150.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -31937.613281 Penalty: 2846.937256
	Iteration 0F: 3 clusters Score -31937.61 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -32081.474609 Penalty: 2846.937256
	Iteration 1F: 3 clusters Score -32081.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -32162.689453 Penalty: 2846.937256
	Iteration 2Q: 3 clusters Score -32162.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -32249.390625 Penalty: 2846.937256
	Iteration 3Q: 3 clusters Score -32249.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -32279.666016 Penalty: 2846.937256
	Iteration 4Q: 3 clusters Score -32279.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -32317.130859 Penalty: 2846.937256
	Iteration 5Q: 3 clusters Score -32317.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -32365.798828 Penalty: 2846.937256
	Iteration 6Q: 3 clusters Score -32365.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -32398.330078 Penalty: 2846.937256
	Iteration 7Q: 3 clusters Score -32398.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -32432.609375 Penalty: 2846.937256
	Iteration 8Q: 3 clusters Score -32432.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -32452.816406 Penalty: 2846.937256
	Iteration 9Q: 3 clusters Score -32452.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -32455.816406 Penalty: 2846.937256
	Iteration 10Q: 3 clusters Score -32455.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -32455.816406 Penalty: 2846.937256
	Iteration 11F: 3 clusters Score -32455.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -59295.281250 Penalty: 1553.322754
	Iteration 0F: 2 clusters Score -59295.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -57888.667969 Penalty: 3106.645508
	Iteration 0F: 3 clusters Score -57888.67 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -58650.296875 Penalty: 3106.645508
	Iteration 1F: 3 clusters Score -58650.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -59024.019531 Penalty: 3106.645508
	Iteration 2F: 3 clusters Score -59024.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -59193.378906 Penalty: 3106.645508
	Iteration 3F: 3 clusters Score -59193.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -59240.816406 Penalty: 3106.645508
	Iteration 4Q: 3 clusters Score -59240.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -59267.058594 Penalty: 3106.645508
	Iteration 5Q: 3 clusters Score -59267.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -59281.332031 Penalty: 3106.645508
	Iteration 6Q: 3 clusters Score -59281.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -59297.613281 Penalty: 3106.645508
	Iteration 7Q: 3 clusters Score -59297.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -59324.453125 Penalty: 3106.645508
	Iteration 8Q: 3 clusters Score -59324.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -59332.226562 Penalty: 3106.645508
	Iteration 9Q: 3 clusters Score -59332.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -59335.339844 Penalty: 3106.645508
	Iteration 10Q: 3 clusters Score -59335.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -59345.367188 Penalty: 3106.645508
	Iteration 11Q: 3 clusters Score -59345.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -59348.433594 Penalty: 3106.645508
	Iteration 12Q: 3 clusters Score -59348.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -59353.937500 Penalty: 3106.645508
	Iteration 13Q: 3 clusters Score -59353.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -59361.363281 Penalty: 3106.645508
	Iteration 14Q: 3 clusters Score -59361.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -59364.843750 Penalty: 3106.645508
	Iteration 15Q: 3 clusters Score -59364.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -59364.843750 Penalty: 3106.645508
	Iteration 16F: 3 clusters Score -59364.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 65529 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 166744 members 
Mstep: Class 6 contains 3829 members 
Mstep: Class 7 contains 31110 members 
Mstep: Class 8 contains 137063 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 158788 members 
Mstep: Class 11 contains 6357 members 
Mstep: Class 12 contains 130896 members 
Mstep: Class 13 contains 17308 members 
Mstep: Class 14 contains 16892 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32744 members 
Mstep: Class 17 contains 3393 members 
Mstep: Class 18 contains 179866 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3556 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 406 members 
Mstep: Class 26 contains 119 members 
Entering Unmasked Estep 
Score: -132673880.000000 Penalty: 88826.445312
Splitting cluster 25 changes total score from -132675824.000000 to -132673880.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 65529 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 166744 members 
Mstep: Class 6 contains 3829 members 
Mstep: Class 7 contains 31110 members 
Mstep: Class 8 contains 137063 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 158788 members 
Mstep: Class 11 contains 6357 members 
Mstep: Class 12 contains 130896 members 
Mstep: Class 13 contains 17308 members 
Mstep: Class 14 contains 16892 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32744 members 
Mstep: Class 17 contains 3393 members 
Mstep: Class 18 contains 179866 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3556 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675776.000000 Penalty: 85410.039062
Iteration 359Q: 26 clusters Score -1.326758e+08 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 65538 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 165948 members 
Mstep: Class 6 contains 3828 members 
Mstep: Class 7 contains 31146 members 
Mstep: Class 8 contains 137145 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 159471 members 
Mstep: Class 11 contains 6360 members 
Mstep: Class 12 contains 130893 members 
Mstep: Class 13 contains 17309 members 
Mstep: Class 14 contains 16894 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32716 members 
Mstep: Class 17 contains 3384 members 
Mstep: Class 18 contains 179890 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3554 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675672.000000 Penalty: 85410.039062
Iteration 360F: 26 clusters Score -1.326757e+08 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 65547 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 165108 members 
Mstep: Class 6 contains 3828 members 
Mstep: Class 7 contains 31178 members 
Mstep: Class 8 contains 137239 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 160178 members 
Mstep: Class 11 contains 6359 members 
Mstep: Class 12 contains 130896 members 
Mstep: Class 13 contains 17311 members 
Mstep: Class 14 contains 16898 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32678 members 
Mstep: Class 17 contains 3379 members 
Mstep: Class 18 contains 179925 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3551 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675344.000000 Penalty: 85410.039062
Iteration 361Q: 26 clusters Score -1.326753e+08 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 65557 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 164305 members 
Mstep: Class 6 contains 3827 members 
Mstep: Class 7 contains 31204 members 
Mstep: Class 8 contains 137275 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 160910 members 
Mstep: Class 11 contains 6359 members 
Mstep: Class 12 contains 130901 members 
Mstep: Class 13 contains 17317 members 
Mstep: Class 14 contains 16893 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32650 members 
Mstep: Class 17 contains 3374 members 
Mstep: Class 18 contains 179955 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3549 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675256.000000 Penalty: 85410.039062
Iteration 362Q: 26 clusters Score -1.326753e+08 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 65586 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 163442 members 
Mstep: Class 6 contains 3827 members 
Mstep: Class 7 contains 31240 members 
Mstep: Class 8 contains 137279 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 161733 members 
Mstep: Class 11 contains 6359 members 
Mstep: Class 12 contains 130893 members 
Mstep: Class 13 contains 17318 members 
Mstep: Class 14 contains 16881 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32624 members 
Mstep: Class 17 contains 3374 members 
Mstep: Class 18 contains 179970 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3550 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675352.000000 Penalty: 85410.039062
Iteration 363Q: 26 clusters Score -1.326754e+08 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 65607 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 162675 members 
Mstep: Class 6 contains 3826 members 
Mstep: Class 7 contains 31266 members 
Mstep: Class 8 contains 137223 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 162520 members 
Mstep: Class 11 contains 6365 members 
Mstep: Class 12 contains 130875 members 
Mstep: Class 13 contains 17319 members 
Mstep: Class 14 contains 16873 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32602 members 
Mstep: Class 17 contains 3373 members 
Mstep: Class 18 contains 180004 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3548 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675272.000000 Penalty: 85410.039062
Iteration 364Q: 26 clusters Score -1.326753e+08 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 65621 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161905 members 
Mstep: Class 6 contains 3827 members 
Mstep: Class 7 contains 31288 members 
Mstep: Class 8 contains 137142 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 163328 members 
Mstep: Class 11 contains 6366 members 
Mstep: Class 12 contains 130850 members 
Mstep: Class 13 contains 17317 members 
Mstep: Class 14 contains 16875 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32592 members 
Mstep: Class 17 contains 3371 members 
Mstep: Class 18 contains 180045 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3549 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675064.000000 Penalty: 85410.039062
Iteration 365Q: 26 clusters Score -1.326751e+08 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 65636 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161206 members 
Mstep: Class 6 contains 3827 members 
Mstep: Class 7 contains 31295 members 
Mstep: Class 8 contains 137041 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164134 members 
Mstep: Class 11 contains 6366 members 
Mstep: Class 12 contains 130839 members 
Mstep: Class 13 contains 17314 members 
Mstep: Class 14 contains 16875 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32567 members 
Mstep: Class 17 contains 3372 members 
Mstep: Class 18 contains 180055 members 
Mstep: Class 19 contains 2142 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3548 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675224.000000 Penalty: 85410.039062
Iteration 366Q: 26 clusters Score -1.326752e+08 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 65654 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 160487 members 
Mstep: Class 6 contains 3827 members 
Mstep: Class 7 contains 31317 members 
Mstep: Class 8 contains 136952 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164883 members 
Mstep: Class 11 contains 6363 members 
Mstep: Class 12 contains 130832 members 
Mstep: Class 13 contains 17315 members 
Mstep: Class 14 contains 16882 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32560 members 
Mstep: Class 17 contains 3373 members 
Mstep: Class 18 contains 180085 members 
Mstep: Class 19 contains 2142 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3545 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675248.000000 Penalty: 85410.039062
Iteration 367Q: 26 clusters Score -1.326752e+08 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 65680 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 159933 members 
Mstep: Class 6 contains 3827 members 
Mstep: Class 7 contains 31332 members 
Mstep: Class 8 contains 136869 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 165467 members 
Mstep: Class 11 contains 6365 members 
Mstep: Class 12 contains 130822 members 
Mstep: Class 13 contains 17317 members 
Mstep: Class 14 contains 16881 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32566 members 
Mstep: Class 17 contains 3372 members 
Mstep: Class 18 contains 180097 members 
Mstep: Class 19 contains 2142 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3547 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132674672.000000 Penalty: 85410.039062
Iteration 368Q: 26 clusters Score -1.326747e+08 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 65716 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 159315 members 
Mstep: Class 6 contains 3827 members 
Mstep: Class 7 contains 31350 members 
Mstep: Class 8 contains 136788 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 166074 members 
Mstep: Class 11 contains 6361 members 
Mstep: Class 12 contains 130836 members 
Mstep: Class 13 contains 17320 members 
Mstep: Class 14 contains 16875 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32571 members 
Mstep: Class 17 contains 3369 members 
Mstep: Class 18 contains 180124 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3550 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132674472.000000 Penalty: 85410.039062
Iteration 369Q: 26 clusters Score -1.326745e+08 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 65759 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 158826 members 
Mstep: Class 6 contains 3828 members 
Mstep: Class 7 contains 31373 members 
Mstep: Class 8 contains 136672 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 166536 members 
Mstep: Class 11 contains 6359 members 
Mstep: Class 12 contains 130865 members 
Mstep: Class 13 contains 17320 members 
Mstep: Class 14 contains 16870 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32576 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 180173 members 
Mstep: Class 19 contains 2142 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3550 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132674176.000000 Penalty: 85410.039062
Iteration 370Q: 26 clusters Score -1.326742e+08 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 65785 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 158427 members 
Mstep: Class 6 contains 3828 members 
Mstep: Class 7 contains 31388 members 
Mstep: Class 8 contains 136605 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 166845 members 
Mstep: Class 11 contains 6365 members 
Mstep: Class 12 contains 130910 members 
Mstep: Class 13 contains 17323 members 
Mstep: Class 14 contains 16883 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32587 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 180208 members 
Mstep: Class 19 contains 2142 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3553 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132674008.000000 Penalty: 85410.039062
Iteration 371Q: 26 clusters Score -1.32674e+08 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 65809 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 158210 members 
Mstep: Class 6 contains 3829 members 
Mstep: Class 7 contains 31396 members 
Mstep: Class 8 contains 136543 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 166990 members 
Mstep: Class 11 contains 6367 members 
Mstep: Class 12 contains 130943 members 
Mstep: Class 13 contains 17321 members 
Mstep: Class 14 contains 16894 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32608 members 
Mstep: Class 17 contains 3369 members 
Mstep: Class 18 contains 180245 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3550 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132674200.000000 Penalty: 85410.039062
Iteration 372Q: 26 clusters Score -1.326742e+08 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 65820 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 158141 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 31390 members 
Mstep: Class 8 contains 136480 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 167045 members 
Mstep: Class 11 contains 6368 members 
Mstep: Class 12 contains 130955 members 
Mstep: Class 13 contains 17326 members 
Mstep: Class 14 contains 16892 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32631 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 180279 members 
Mstep: Class 19 contains 2139 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3551 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132674200.000000 Penalty: 85410.039062
Iteration 373Q: 26 clusters Score -1.326742e+08 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65811 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 158136 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 31380 members 
Mstep: Class 8 contains 136472 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 166980 members 
Mstep: Class 11 contains 6369 members 
Mstep: Class 12 contains 130995 members 
Mstep: Class 13 contains 17332 members 
Mstep: Class 14 contains 16894 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32657 members 
Mstep: Class 17 contains 3366 members 
Mstep: Class 18 contains 180302 members 
Mstep: Class 19 contains 2139 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3549 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132674312.000000 Penalty: 85410.039062
Iteration 374Q: 26 clusters Score -1.326743e+08 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65804 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 158233 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 31368 members 
Mstep: Class 8 contains 136434 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 166821 members 
Mstep: Class 11 contains 6365 members 
Mstep: Class 12 contains 131024 members 
Mstep: Class 13 contains 17334 members 
Mstep: Class 14 contains 16909 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32692 members 
Mstep: Class 17 contains 3371 members 
Mstep: Class 18 contains 180339 members 
Mstep: Class 19 contains 2139 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3549 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132674008.000000 Penalty: 85410.039062
Iteration 375Q: 26 clusters Score -1.32674e+08 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65787 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 158462 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 31351 members 
Mstep: Class 8 contains 136396 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 166601 members 
Mstep: Class 11 contains 6362 members 
Mstep: Class 12 contains 131042 members 
Mstep: Class 13 contains 17332 members 
Mstep: Class 14 contains 16913 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32714 members 
Mstep: Class 17 contains 3373 members 
Mstep: Class 18 contains 180355 members 
Mstep: Class 19 contains 2139 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3555 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132673848.000000 Penalty: 85410.039062
Iteration 376Q: 26 clusters Score -1.326738e+08 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65773 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 158747 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 31336 members 
Mstep: Class 8 contains 136374 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 166318 members 
Mstep: Class 11 contains 6358 members 
Mstep: Class 12 contains 131077 members 
Mstep: Class 13 contains 17332 members 
Mstep: Class 14 contains 16915 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32733 members 
Mstep: Class 17 contains 3373 members 
Mstep: Class 18 contains 180346 members 
Mstep: Class 19 contains 2139 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3561 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132674040.000000 Penalty: 85410.039062
Iteration 377Q: 26 clusters Score -1.32674e+08 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 65766 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 159118 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 31324 members 
Mstep: Class 8 contains 136358 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 165952 members 
Mstep: Class 11 contains 6356 members 
Mstep: Class 12 contains 131097 members 
Mstep: Class 13 contains 17328 members 
Mstep: Class 14 contains 16923 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32751 members 
Mstep: Class 17 contains 3371 members 
Mstep: Class 18 contains 180336 members 
Mstep: Class 19 contains 2139 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3561 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132674104.000000 Penalty: 85410.039062
Iteration 378Q: 26 clusters Score -1.326741e+08 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 65751 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 159631 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 31303 members 
Mstep: Class 8 contains 136304 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 165509 members 
Mstep: Class 11 contains 6353 members 
Mstep: Class 12 contains 131115 members 
Mstep: Class 13 contains 17323 members 
Mstep: Class 14 contains 16920 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32776 members 
Mstep: Class 17 contains 3371 members 
Mstep: Class 18 contains 180322 members 
Mstep: Class 19 contains 2139 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3562 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132674424.000000 Penalty: 85410.039062
Iteration 379Q: 26 clusters Score -1.326744e+08 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 65749 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 160142 members 
Mstep: Class 6 contains 3834 members 
Mstep: Class 7 contains 31275 members 
Mstep: Class 8 contains 136256 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 165064 members 
Mstep: Class 11 contains 6353 members 
Mstep: Class 12 contains 131139 members 
Mstep: Class 13 contains 17320 members 
Mstep: Class 14 contains 16915 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32781 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 180312 members 
Mstep: Class 19 contains 2139 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3563 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132674800.000000 Penalty: 85410.039062
Iteration 380F: 26 clusters Score -1.326748e+08 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 65743 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 160664 members 
Mstep: Class 6 contains 3834 members 
Mstep: Class 7 contains 31235 members 
Mstep: Class 8 contains 136234 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164627 members 
Mstep: Class 11 contains 6354 members 
Mstep: Class 12 contains 131138 members 
Mstep: Class 13 contains 17319 members 
Mstep: Class 14 contains 16912 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32781 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 180299 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675096.000000 Penalty: 85410.039062
Iteration 381Q: 26 clusters Score -1.326751e+08 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 65727 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161166 members 
Mstep: Class 6 contains 3834 members 
Mstep: Class 7 contains 31213 members 
Mstep: Class 8 contains 136220 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164182 members 
Mstep: Class 11 contains 6353 members 
Mstep: Class 12 contains 131144 members 
Mstep: Class 13 contains 17319 members 
Mstep: Class 14 contains 16904 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32786 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 180291 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3565 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675400.000000 Penalty: 85410.039062
Iteration 382Q: 26 clusters Score -1.326754e+08 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 65718 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161723 members 
Mstep: Class 6 contains 3834 members 
Mstep: Class 7 contains 31200 members 
Mstep: Class 8 contains 136188 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 163703 members 
Mstep: Class 11 contains 6354 members 
Mstep: Class 12 contains 131146 members 
Mstep: Class 13 contains 17318 members 
Mstep: Class 14 contains 16901 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32786 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 180268 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3565 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675384.000000 Penalty: 85410.039062
Iteration 383Q: 26 clusters Score -1.326754e+08 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 65699 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 162246 members 
Mstep: Class 6 contains 3834 members 
Mstep: Class 7 contains 31193 members 
Mstep: Class 8 contains 136193 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 163208 members 
Mstep: Class 11 contains 6355 members 
Mstep: Class 12 contains 131159 members 
Mstep: Class 13 contains 17319 members 
Mstep: Class 14 contains 16904 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32787 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 180241 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3565 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675560.000000 Penalty: 85410.039062
Iteration 384Q: 26 clusters Score -1.326756e+08 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 65678 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 162767 members 
Mstep: Class 6 contains 3834 members 
Mstep: Class 7 contains 31179 members 
Mstep: Class 8 contains 136204 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 162768 members 
Mstep: Class 11 contains 6351 members 
Mstep: Class 12 contains 131157 members 
Mstep: Class 13 contains 17319 members 
Mstep: Class 14 contains 16900 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32791 members 
Mstep: Class 17 contains 3366 members 
Mstep: Class 18 contains 180189 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3568 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675208.000000 Penalty: 85410.039062
Iteration 385Q: 26 clusters Score -1.326752e+08 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 65662 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 163236 members 
Mstep: Class 6 contains 3834 members 
Mstep: Class 7 contains 31161 members 
Mstep: Class 8 contains 136247 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 162390 members 
Mstep: Class 11 contains 6354 members 
Mstep: Class 12 contains 131135 members 
Mstep: Class 13 contains 17318 members 
Mstep: Class 14 contains 16891 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32788 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180125 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3567 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675520.000000 Penalty: 85410.039062
Iteration 386Q: 26 clusters Score -1.326755e+08 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 65649 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 163594 members 
Mstep: Class 6 contains 3834 members 
Mstep: Class 7 contains 31152 members 
Mstep: Class 8 contains 136276 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 162085 members 
Mstep: Class 11 contains 6353 members 
Mstep: Class 12 contains 131112 members 
Mstep: Class 13 contains 17319 members 
Mstep: Class 14 contains 16901 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32809 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180056 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3568 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675408.000000 Penalty: 85410.039062
Iteration 387Q: 26 clusters Score -1.326754e+08 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 65638 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 163941 members 
Mstep: Class 6 contains 3834 members 
Mstep: Class 7 contains 31152 members 
Mstep: Class 8 contains 136281 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 161824 members 
Mstep: Class 11 contains 6352 members 
Mstep: Class 12 contains 131069 members 
Mstep: Class 13 contains 17318 members 
Mstep: Class 14 contains 16888 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32820 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180021 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3570 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675496.000000 Penalty: 85410.039062
Iteration 388Q: 26 clusters Score -1.326755e+08 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 65641 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 164259 members 
Mstep: Class 6 contains 3834 members 
Mstep: Class 7 contains 31156 members 
Mstep: Class 8 contains 136236 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 161646 members 
Mstep: Class 11 contains 6349 members 
Mstep: Class 12 contains 131022 members 
Mstep: Class 13 contains 17317 members 
Mstep: Class 14 contains 16882 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32807 members 
Mstep: Class 17 contains 3362 members 
Mstep: Class 18 contains 179991 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3569 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675648.000000 Penalty: 85410.039062
Iteration 389Q: 26 clusters Score -1.326756e+08 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 65641 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 164437 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 31156 members 
Mstep: Class 8 contains 136208 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 161607 members 
Mstep: Class 11 contains 6348 members 
Mstep: Class 12 contains 130974 members 
Mstep: Class 13 contains 17312 members 
Mstep: Class 14 contains 16885 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32796 members 
Mstep: Class 17 contains 3362 members 
Mstep: Class 18 contains 179944 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3569 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675912.000000 Penalty: 85410.039062
Iteration 390Q: 26 clusters Score -1.326759e+08 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 65654 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 164514 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 31161 members 
Mstep: Class 8 contains 136147 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 161606 members 
Mstep: Class 11 contains 6346 members 
Mstep: Class 12 contains 130959 members 
Mstep: Class 13 contains 17310 members 
Mstep: Class 14 contains 16885 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32789 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 179933 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3572 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675864.000000 Penalty: 85410.039062
Iteration 391Q: 26 clusters Score -1.326759e+08 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 65661 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 164538 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 31168 members 
Mstep: Class 8 contains 136096 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 161658 members 
Mstep: Class 11 contains 6346 members 
Mstep: Class 12 contains 130956 members 
Mstep: Class 13 contains 17308 members 
Mstep: Class 14 contains 16883 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32773 members 
Mstep: Class 17 contains 3365 members 
Mstep: Class 18 contains 179919 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3570 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675968.000000 Penalty: 85410.039062
Iteration 392Q: 26 clusters Score -1.32676e+08 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65669 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 164464 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 31173 members 
Mstep: Class 8 contains 136093 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 161780 members 
Mstep: Class 11 contains 6346 members 
Mstep: Class 12 contains 130943 members 
Mstep: Class 13 contains 17299 members 
Mstep: Class 14 contains 16888 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32755 members 
Mstep: Class 17 contains 3366 members 
Mstep: Class 18 contains 179898 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3569 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675848.000000 Penalty: 85410.039062
Iteration 393Q: 26 clusters Score -1.326758e+08 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65671 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 164309 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 31181 members 
Mstep: Class 8 contains 136078 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 161961 members 
Mstep: Class 11 contains 6347 members 
Mstep: Class 12 contains 130934 members 
Mstep: Class 13 contains 17296 members 
Mstep: Class 14 contains 16898 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32740 members 
Mstep: Class 17 contains 3364 members 
Mstep: Class 18 contains 179898 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3566 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675688.000000 Penalty: 85410.039062
Iteration 394Q: 26 clusters Score -1.326757e+08 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65688 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 164127 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 31179 members 
Mstep: Class 8 contains 136057 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 162170 members 
Mstep: Class 11 contains 6345 members 
Mstep: Class 12 contains 130927 members 
Mstep: Class 13 contains 17293 members 
Mstep: Class 14 contains 16904 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32728 members 
Mstep: Class 17 contains 3364 members 
Mstep: Class 18 contains 179897 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675832.000000 Penalty: 85410.039062
Iteration 395Q: 26 clusters Score -1.326758e+08 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65699 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 163869 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 31182 members 
Mstep: Class 8 contains 136047 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 162418 members 
Mstep: Class 11 contains 6346 members 
Mstep: Class 12 contains 130934 members 
Mstep: Class 13 contains 17293 members 
Mstep: Class 14 contains 16910 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32720 members 
Mstep: Class 17 contains 3364 members 
Mstep: Class 18 contains 179899 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3561 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675904.000000 Penalty: 85410.039062
Iteration 396Q: 26 clusters Score -1.326759e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65708 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 163612 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 31187 members 
Mstep: Class 8 contains 136059 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 162665 members 
Mstep: Class 11 contains 6349 members 
Mstep: Class 12 contains 130926 members 
Mstep: Class 13 contains 17290 members 
Mstep: Class 14 contains 16909 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32705 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 179909 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3560 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675856.000000 Penalty: 85410.039062
Iteration 397Q: 26 clusters Score -1.326759e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65725 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 163349 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 31192 members 
Mstep: Class 8 contains 136048 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 162910 members 
Mstep: Class 11 contains 6349 members 
Mstep: Class 12 contains 130930 members 
Mstep: Class 13 contains 17290 members 
Mstep: Class 14 contains 16912 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32700 members 
Mstep: Class 17 contains 3362 members 
Mstep: Class 18 contains 179913 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3562 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675904.000000 Penalty: 85410.039062
Iteration 398Q: 26 clusters Score -1.326759e+08 nChanged 441
Entering ConstructFrom: 
Score: -132675904.000000 Penalty: 85410.039062
Entering ConstructFrom: 
Trying to split cluster 1 (992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Entering Unmasked Estep 
Score: -127353.281250 Penalty: 1711.131348
	Iteration 0F: 2 clusters Score -127353.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -125564.453125 Penalty: 3422.262695
	Iteration 0F: 3 clusters Score -125564.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -126207.617188 Penalty: 3422.262695
	Iteration 1F: 3 clusters Score -126207.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -126852.656250 Penalty: 3422.262695
	Iteration 2F: 3 clusters Score -126852.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -127463.804688 Penalty: 3422.262695
	Iteration 3F: 3 clusters Score -127463.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -127805.218750 Penalty: 3422.262695
	Iteration 4F: 3 clusters Score -127805.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -128040.640625 Penalty: 3422.262695
	Iteration 5F: 3 clusters Score -128040.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -128144.312500 Penalty: 3422.262695
	Iteration 6Q: 3 clusters Score -128144.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -128176.125000 Penalty: 3422.262695
	Iteration 7Q: 3 clusters Score -128176.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -128183.273438 Penalty: 3422.262695
	Iteration 8Q: 3 clusters Score -128183.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -128201.593750 Penalty: 3422.262695
	Iteration 9Q: 3 clusters Score -128201.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -128234.023438 Penalty: 3422.262695
	Iteration 10Q: 3 clusters Score -128234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -128253.203125 Penalty: 3422.262695
	Iteration 11Q: 3 clusters Score -128253.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -128254.812500 Penalty: 3422.262695
	Iteration 12Q: 3 clusters Score -128254.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -128254.812500 Penalty: 3422.262695
	Iteration 13F: 3 clusters Score -128254.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 65738 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 163110 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 31198 members 
Mstep: Class 8 contains 136033 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 163148 members 
Mstep: Class 11 contains 6350 members 
Mstep: Class 12 contains 130926 members 
Mstep: Class 13 contains 17289 members 
Mstep: Class 14 contains 16912 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32695 members 
Mstep: Class 17 contains 3362 members 
Mstep: Class 18 contains 179919 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3562 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Mstep: Class 26 contains 692 members 
Entering Unmasked Estep 
Score: -132674984.000000 Penalty: 88826.445312
Splitting cluster 1 changes total score from -132675904.000000 to -132674984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (65738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65738 members 
Entering Unmasked Estep 
Score: -9261785.000000 Penalty: 2751.171143
	Iteration 0F: 2 clusters Score -9261785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -9217583.000000 Penalty: 5502.342285
	Iteration 0F: 3 clusters Score -9217583 nChanged 30860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -9234729.000000 Penalty: 5502.342285
	Iteration 1F: 3 clusters Score -9234729 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -9235438.000000 Penalty: 5502.342285
	Iteration 2Q: 3 clusters Score -9235438 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -9236192.000000 Penalty: 5502.342285
	Iteration 3Q: 3 clusters Score -9236192 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 38309 members 
Entering Unmasked Estep 
Score: -9237281.000000 Penalty: 5502.342285
	Iteration 4Q: 3 clusters Score -9237281 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 40909 members 
Entering Unmasked Estep 
Score: -9238803.000000 Penalty: 5502.342285
	Iteration 5Q: 3 clusters Score -9238803 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 44389 members 
Entering Unmasked Estep 
Score: -9241095.000000 Penalty: 5502.342285
	Iteration 6F: 3 clusters Score -9241095 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 48761 members 
Entering Unmasked Estep 
Score: -9244462.000000 Penalty: 5502.342285
	Iteration 7F: 3 clusters Score -9244462 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 53709 members 
Entering Unmasked Estep 
Score: -9248700.000000 Penalty: 5502.342285
	Iteration 8F: 3 clusters Score -9248700 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 58182 members 
Entering Unmasked Estep 
Score: -9252759.000000 Penalty: 5502.342285
	Iteration 9F: 3 clusters Score -9252759 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 61502 members 
Entering Unmasked Estep 
Score: -9255869.000000 Penalty: 5502.342285
	Iteration 10F: 3 clusters Score -9255869 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 63506 members 
Entering Unmasked Estep 
Score: -9257698.000000 Penalty: 5502.342285
	Iteration 11Q: 3 clusters Score -9257698 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 64524 members 
Entering Unmasked Estep 
Score: -9258605.000000 Penalty: 5502.342285
	Iteration 12Q: 3 clusters Score -9258605 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 64983 members 
Entering Unmasked Estep 
Score: -9259007.000000 Penalty: 5502.342285
	Iteration 13Q: 3 clusters Score -9259007 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 65195 members 
Entering Unmasked Estep 
Score: -9259208.000000 Penalty: 5502.342285
	Iteration 14Q: 3 clusters Score -9259208 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 65286 members 
Entering Unmasked Estep 
Score: -9259314.000000 Penalty: 5502.342285
	Iteration 15Q: 3 clusters Score -9259314 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 65325 members 
Entering Unmasked Estep 
Score: -9259377.000000 Penalty: 5502.342285
	Iteration 16Q: 3 clusters Score -9259377 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 65341 members 
Entering Unmasked Estep 
Score: -9259396.000000 Penalty: 5502.342285
	Iteration 17Q: 3 clusters Score -9259396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 65351 members 
Entering Unmasked Estep 
Score: -9259415.000000 Penalty: 5502.342285
	Iteration 18Q: 3 clusters Score -9259415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 65359 members 
Entering Unmasked Estep 
Score: -9259423.000000 Penalty: 5502.342285
	Iteration 19Q: 3 clusters Score -9259423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 65363 members 
Entering Unmasked Estep 
Score: -9259419.000000 Penalty: 5502.342285
	Iteration 20F: 3 clusters Score -9259419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 65363 members 
Entering Unmasked Estep 
Score: -9259427.000000 Penalty: 5502.342285
	Iteration 21Q: 3 clusters Score -9259427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 65366 members 
Entering Unmasked Estep 
Score: -9259433.000000 Penalty: 5502.342285
	Iteration 22Q: 3 clusters Score -9259433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 65366 members 
Entering Unmasked Estep 
Score: -9259433.000000 Penalty: 5502.342285
	Iteration 23F: 3 clusters Score -9259433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -55556.515625 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -55556.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -54137.363281 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -54137.36 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -54335.238281 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -54335.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -54409.859375 Penalty: 3051.755371
	Iteration 2F: 3 clusters Score -54409.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -54461.277344 Penalty: 3051.755371
	Iteration 3Q: 3 clusters Score -54461.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -54523.769531 Penalty: 3051.755371
	Iteration 4Q: 3 clusters Score -54523.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -54555.308594 Penalty: 3051.755371
	Iteration 5Q: 3 clusters Score -54555.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -54570.289062 Penalty: 3051.755371
	Iteration 6Q: 3 clusters Score -54570.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -54592.566406 Penalty: 3051.755371
	Iteration 7Q: 3 clusters Score -54592.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -54648.246094 Penalty: 3051.755371
	Iteration 8Q: 3 clusters Score -54648.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -54749.441406 Penalty: 3051.755371
	Iteration 9Q: 3 clusters Score -54749.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -54938.460938 Penalty: 3051.755371
	Iteration 10Q: 3 clusters Score -54938.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -54959.671875 Penalty: 3051.755371
	Iteration 11Q: 3 clusters Score -54959.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -54974.011719 Penalty: 3051.755371
	Iteration 12Q: 3 clusters Score -54974.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -54989.320312 Penalty: 3051.755371
	Iteration 13Q: 3 clusters Score -54989.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -55000.996094 Penalty: 3051.755371
	Iteration 14Q: 3 clusters Score -55001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -55024.144531 Penalty: 3051.755371
	Iteration 15Q: 3 clusters Score -55024.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -55045.410156 Penalty: 3051.755371
	Iteration 16Q: 3 clusters Score -55045.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -55094.152344 Penalty: 3051.755371
	Iteration 17Q: 3 clusters Score -55094.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -55126.804688 Penalty: 3051.755371
	Iteration 18Q: 3 clusters Score -55126.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -55154.066406 Penalty: 3051.755371
	Iteration 19Q: 3 clusters Score -55154.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55191.710938 Penalty: 3051.755371
	Iteration 20F: 3 clusters Score -55191.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -55226.640625 Penalty: 3051.755371
	Iteration 21Q: 3 clusters Score -55226.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -55263.117188 Penalty: 3051.755371
	Iteration 22Q: 3 clusters Score -55263.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -55299.027344 Penalty: 3051.755371
	Iteration 23Q: 3 clusters Score -55299.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -55329.906250 Penalty: 3051.755371
	Iteration 24Q: 3 clusters Score -55329.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -55353.406250 Penalty: 3051.755371
	Iteration 25Q: 3 clusters Score -55353.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -55422.269531 Penalty: 3051.755371
	Iteration 26Q: 3 clusters Score -55422.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -55543.445312 Penalty: 3051.755371
	Iteration 27Q: 3 clusters Score -55543.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -55608.031250 Penalty: 3051.755371
	Iteration 28Q: 3 clusters Score -55608.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -55608.031250 Penalty: 3051.755371
	Iteration 29F: 3 clusters Score -55608.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65738 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 163110 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 31198 members 
Mstep: Class 8 contains 136033 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 163148 members 
Mstep: Class 11 contains 6350 members 
Mstep: Class 12 contains 130926 members 
Mstep: Class 13 contains 17289 members 
Mstep: Class 14 contains 16912 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32695 members 
Mstep: Class 17 contains 3362 members 
Mstep: Class 18 contains 179919 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3562 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Mstep: Class 26 contains 188 members 
Entering Unmasked Estep 
Score: -132673928.000000 Penalty: 88826.445312
Splitting cluster 3 changes total score from -132675904.000000 to -132673928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -68679.406250 Penalty: 1582.690308
	Iteration 0F: 2 clusters Score -68679.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -67063.539062 Penalty: 3165.380615
	Iteration 0F: 3 clusters Score -67063.54 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -67337.773438 Penalty: 3165.380615
	Iteration 1F: 3 clusters Score -67337.77 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -67454.054688 Penalty: 3165.380615
	Iteration 2F: 3 clusters Score -67454.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -67527.320312 Penalty: 3165.380615
	Iteration 3Q: 3 clusters Score -67527.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -67571.070312 Penalty: 3165.380615
	Iteration 4Q: 3 clusters Score -67571.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -67579.164062 Penalty: 3165.380615
	Iteration 5Q: 3 clusters Score -67579.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -67579.710938 Penalty: 3165.380615
	Iteration 6Q: 3 clusters Score -67579.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -67579.710938 Penalty: 3165.380615
	Iteration 7F: 3 clusters Score -67579.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (163110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163110 members 
Entering Unmasked Estep 
Score: -22803264.000000 Penalty: 2976.540771
	Iteration 0F: 2 clusters Score -2.280326e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81717 members 
Mstep: Class 2 contains 81393 members 
Entering Unmasked Estep 
Score: -22697952.000000 Penalty: 5953.081543
	Iteration 0F: 3 clusters Score -2.269795e+07 nChanged 78181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84612 members 
Mstep: Class 2 contains 78498 members 
Entering Unmasked Estep 
Score: -22743122.000000 Penalty: 5953.081543
	Iteration 1F: 3 clusters Score -2.274312e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86409 members 
Mstep: Class 2 contains 76701 members 
Entering Unmasked Estep 
Score: -22744194.000000 Penalty: 5953.081543
	Iteration 2Q: 3 clusters Score -2.274419e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89148 members 
Mstep: Class 2 contains 73962 members 
Entering Unmasked Estep 
Score: -22745366.000000 Penalty: 5953.081543
	Iteration 3Q: 3 clusters Score -2.274537e+07 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93169 members 
Mstep: Class 2 contains 69941 members 
Entering Unmasked Estep 
Score: -22746854.000000 Penalty: 5953.081543
	Iteration 4Q: 3 clusters Score -2.274685e+07 nChanged 6819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99212 members 
Mstep: Class 2 contains 63898 members 
Entering Unmasked Estep 
Score: -22749716.000000 Penalty: 5953.081543
	Iteration 5Q: 3 clusters Score -2.274972e+07 nChanged 9091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107937 members 
Mstep: Class 2 contains 55173 members 
Entering Unmasked Estep 
Score: -22754592.000000 Penalty: 5953.081543
	Iteration 6F: 3 clusters Score -2.275459e+07 nChanged 11703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119530 members 
Mstep: Class 2 contains 43580 members 
Entering Unmasked Estep 
Score: -22762968.000000 Penalty: 5953.081543
	Iteration 7F: 3 clusters Score -2.276297e+07 nChanged 13713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133211 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -22774248.000000 Penalty: 5953.081543
	Iteration 8F: 3 clusters Score -2.277425e+07 nChanged 12972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146171 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -22785848.000000 Penalty: 5953.081543
	Iteration 9F: 3 clusters Score -2.278585e+07 nChanged 8761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154922 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -22793862.000000 Penalty: 5953.081543
	Iteration 10F: 3 clusters Score -2.279386e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159331 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -22798126.000000 Penalty: 5953.081543
	Iteration 11Q: 3 clusters Score -2.279813e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161160 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -22799706.000000 Penalty: 5953.081543
	Iteration 12Q: 3 clusters Score -2.279971e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161891 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -22800344.000000 Penalty: 5953.081543
	Iteration 13Q: 3 clusters Score -2.280034e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162180 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -22800566.000000 Penalty: 5953.081543
	Iteration 14Q: 3 clusters Score -2.280057e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162320 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -22800696.000000 Penalty: 5953.081543
	Iteration 15Q: 3 clusters Score -2.28007e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162368 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -22800790.000000 Penalty: 5953.081543
	Iteration 16Q: 3 clusters Score -2.280079e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162418 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -22800822.000000 Penalty: 5953.081543
	Iteration 17Q: 3 clusters Score -2.280082e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162437 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -22800844.000000 Penalty: 5953.081543
	Iteration 18Q: 3 clusters Score -2.280084e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162453 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -22800820.000000 Penalty: 5953.081543
	Iteration 19Q: 3 clusters Score -2.280082e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162471 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -22800838.000000 Penalty: 5953.081543
	Iteration 20F: 3 clusters Score -2.280084e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162481 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -22800840.000000 Penalty: 5953.081543
	Iteration 21Q: 3 clusters Score -2.280084e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162490 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -22800828.000000 Penalty: 5953.081543
	Iteration 22Q: 3 clusters Score -2.280083e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162495 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -22800842.000000 Penalty: 5953.081543
	Iteration 23Q: 3 clusters Score -2.280084e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162497 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -22800854.000000 Penalty: 5953.081543
	Iteration 24Q: 3 clusters Score -2.280085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162496 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -22800854.000000 Penalty: 5953.081543
	Iteration 25Q: 3 clusters Score -2.280085e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162498 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -22800852.000000 Penalty: 5953.081543
	Iteration 26Q: 3 clusters Score -2.280085e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162499 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -22800850.000000 Penalty: 5953.081543
	Iteration 27Q: 3 clusters Score -2.280085e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162500 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -22800848.000000 Penalty: 5953.081543
	Iteration 28Q: 3 clusters Score -2.280085e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162501 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -22800852.000000 Penalty: 5953.081543
	Iteration 29Q: 3 clusters Score -2.280085e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162502 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -22800856.000000 Penalty: 5953.081543
	Iteration 30Q: 3 clusters Score -2.280086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162502 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -22800852.000000 Penalty: 5953.081543
	Iteration 31Q: 3 clusters Score -2.280085e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162502 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -22800852.000000 Penalty: 5953.081543
	Iteration 32F: 3 clusters Score -2.280085e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Entering Unmasked Estep 
Score: -528124.875000 Penalty: 2046.153687
	Iteration 0F: 2 clusters Score -528124.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -524310.812500 Penalty: 4092.307373
	Iteration 0F: 3 clusters Score -524310.8 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -525173.250000 Penalty: 4092.307373
	Iteration 1F: 3 clusters Score -525173.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -525372.250000 Penalty: 4092.307373
	Iteration 2F: 3 clusters Score -525372.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -525498.062500 Penalty: 4092.307373
	Iteration 3F: 3 clusters Score -525498.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -525580.812500 Penalty: 4092.307373
	Iteration 4Q: 3 clusters Score -525580.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -525631.062500 Penalty: 4092.307373
	Iteration 5Q: 3 clusters Score -525631.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -525668.250000 Penalty: 4092.307373
	Iteration 6Q: 3 clusters Score -525668.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -525700.000000 Penalty: 4092.307373
	Iteration 7Q: 3 clusters Score -525700 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -525726.750000 Penalty: 4092.307373
	Iteration 8Q: 3 clusters Score -525726.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -525749.687500 Penalty: 4092.307373
	Iteration 9Q: 3 clusters Score -525749.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -525768.312500 Penalty: 4092.307373
	Iteration 10Q: 3 clusters Score -525768.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -525784.000000 Penalty: 4092.307373
	Iteration 11Q: 3 clusters Score -525784 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -525797.812500 Penalty: 4092.307373
	Iteration 12Q: 3 clusters Score -525797.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -525809.562500 Penalty: 4092.307373
	Iteration 13Q: 3 clusters Score -525809.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -525821.250000 Penalty: 4092.307373
	Iteration 14Q: 3 clusters Score -525821.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -525837.312500 Penalty: 4092.307373
	Iteration 15Q: 3 clusters Score -525837.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -525852.000000 Penalty: 4092.307373
	Iteration 16Q: 3 clusters Score -525852 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -525865.000000 Penalty: 4092.307373
	Iteration 17Q: 3 clusters Score -525865 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -525874.437500 Penalty: 4092.307373
	Iteration 18Q: 3 clusters Score -525874.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -525883.750000 Penalty: 4092.307373
	Iteration 19Q: 3 clusters Score -525883.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -525892.187500 Penalty: 4092.307373
	Iteration 20F: 3 clusters Score -525892.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -525904.625000 Penalty: 4092.307373
	Iteration 21Q: 3 clusters Score -525904.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -525925.250000 Penalty: 4092.307373
	Iteration 22Q: 3 clusters Score -525925.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -525949.500000 Penalty: 4092.307373
	Iteration 23Q: 3 clusters Score -525949.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -525972.187500 Penalty: 4092.307373
	Iteration 24Q: 3 clusters Score -525972.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -525995.500000 Penalty: 4092.307373
	Iteration 25Q: 3 clusters Score -525995.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -526027.562500 Penalty: 4092.307373
	Iteration 26Q: 3 clusters Score -526027.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -526055.187500 Penalty: 4092.307373
	Iteration 27Q: 3 clusters Score -526055.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -526081.000000 Penalty: 4092.307373
	Iteration 28Q: 3 clusters Score -526081 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -526102.875000 Penalty: 4092.307373
	Iteration 29Q: 3 clusters Score -526102.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -526125.000000 Penalty: 4092.307373
	Iteration 30Q: 3 clusters Score -526125 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -526143.750000 Penalty: 4092.307373
	Iteration 31Q: 3 clusters Score -526143.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -526164.625000 Penalty: 4092.307373
	Iteration 32Q: 3 clusters Score -526164.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -526180.437500 Penalty: 4092.307373
	Iteration 33Q: 3 clusters Score -526180.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -526198.625000 Penalty: 4092.307373
	Iteration 34Q: 3 clusters Score -526198.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -526211.437500 Penalty: 4092.307373
	Iteration 35Q: 3 clusters Score -526211.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -526225.937500 Penalty: 4092.307373
	Iteration 36Q: 3 clusters Score -526225.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -526238.187500 Penalty: 4092.307373
	Iteration 37Q: 3 clusters Score -526238.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -526250.250000 Penalty: 4092.307373
	Iteration 38Q: 3 clusters Score -526250.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -526263.500000 Penalty: 4092.307373
	Iteration 39Q: 3 clusters Score -526263.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -526275.375000 Penalty: 4092.307373
	Iteration 40F: 3 clusters Score -526275.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -526285.562500 Penalty: 4092.307373
	Iteration 41Q: 3 clusters Score -526285.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -526294.375000 Penalty: 4092.307373
	Iteration 42Q: 3 clusters Score -526294.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -526302.500000 Penalty: 4092.307373
	Iteration 43Q: 3 clusters Score -526302.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -526310.000000 Penalty: 4092.307373
	Iteration 44Q: 3 clusters Score -526310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -526314.937500 Penalty: 4092.307373
	Iteration 45Q: 3 clusters Score -526314.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -526322.625000 Penalty: 4092.307373
	Iteration 46Q: 3 clusters Score -526322.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -526326.875000 Penalty: 4092.307373
	Iteration 47Q: 3 clusters Score -526326.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -526333.000000 Penalty: 4092.307373
	Iteration 48Q: 3 clusters Score -526333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -526338.875000 Penalty: 4092.307373
	Iteration 49Q: 3 clusters Score -526338.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -526342.125000 Penalty: 4092.307373
	Iteration 50Q: 3 clusters Score -526342.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -526345.375000 Penalty: 4092.307373
	Iteration 51Q: 3 clusters Score -526345.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -526347.625000 Penalty: 4092.307373
	Iteration 52Q: 3 clusters Score -526347.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -526348.500000 Penalty: 4092.307373
	Iteration 53Q: 3 clusters Score -526348.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -526349.625000 Penalty: 4092.307373
	Iteration 54Q: 3 clusters Score -526349.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -526350.500000 Penalty: 4092.307373
	Iteration 55Q: 3 clusters Score -526350.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -526351.375000 Penalty: 4092.307373
	Iteration 56Q: 3 clusters Score -526351.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -526353.625000 Penalty: 4092.307373
	Iteration 57Q: 3 clusters Score -526353.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -526354.687500 Penalty: 4092.307373
	Iteration 58Q: 3 clusters Score -526354.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -526354.812500 Penalty: 4092.307373
	Iteration 59Q: 3 clusters Score -526354.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -526354.812500 Penalty: 4092.307373
	Iteration 60F: 3 clusters Score -526354.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Entering Unmasked Estep 
Score: -4249105.000000 Penalty: 2566.331055
	Iteration 0F: 2 clusters Score -4249105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -4227763.500000 Penalty: 5132.662109
	Iteration 0F: 3 clusters Score -4227764 nChanged 14136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -4235853.500000 Penalty: 5132.662109
	Iteration 1F: 3 clusters Score -4235854 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -4236989.500000 Penalty: 5132.662109
	Iteration 2F: 3 clusters Score -4236990 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -4238375.500000 Penalty: 5132.662109
	Iteration 3F: 3 clusters Score -4238376 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -4239718.500000 Penalty: 5132.662109
	Iteration 4F: 3 clusters Score -4239718 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -4241034.500000 Penalty: 5132.662109
	Iteration 5F: 3 clusters Score -4241034 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -4242186.000000 Penalty: 5132.662109
	Iteration 6F: 3 clusters Score -4242186 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -4243206.000000 Penalty: 5132.662109
	Iteration 7F: 3 clusters Score -4243206 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -4243985.000000 Penalty: 5132.662109
	Iteration 8F: 3 clusters Score -4243985 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -4244619.000000 Penalty: 5132.662109
	Iteration 9Q: 3 clusters Score -4244619 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -4245198.500000 Penalty: 5132.662109
	Iteration 10Q: 3 clusters Score -4245198 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -4245674.500000 Penalty: 5132.662109
	Iteration 11Q: 3 clusters Score -4245674 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -4246154.500000 Penalty: 5132.662109
	Iteration 12Q: 3 clusters Score -4246154 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -4246570.500000 Penalty: 5132.662109
	Iteration 13Q: 3 clusters Score -4246570 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -4246980.500000 Penalty: 5132.662109
	Iteration 14Q: 3 clusters Score -4246980 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -4247353.000000 Penalty: 5132.662109
	Iteration 15Q: 3 clusters Score -4247353 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -4247613.000000 Penalty: 5132.662109
	Iteration 16Q: 3 clusters Score -4247613 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -4247853.500000 Penalty: 5132.662109
	Iteration 17Q: 3 clusters Score -4247854 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -4248088.500000 Penalty: 5132.662109
	Iteration 18Q: 3 clusters Score -4248088 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -4248285.500000 Penalty: 5132.662109
	Iteration 19Q: 3 clusters Score -4248286 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -4248480.000000 Penalty: 5132.662109
	Iteration 20F: 3 clusters Score -4248480 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -4248694.500000 Penalty: 5132.662109
	Iteration 21Q: 3 clusters Score -4248694 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -4248943.500000 Penalty: 5132.662109
	Iteration 22Q: 3 clusters Score -4248944 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -4249178.500000 Penalty: 5132.662109
	Iteration 23Q: 3 clusters Score -4249178 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4249253.000000 Penalty: 5132.662109
	Iteration 24Q: 3 clusters Score -4249253 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4249270.000000 Penalty: 5132.662109
	Iteration 25Q: 3 clusters Score -4249270 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -4249297.500000 Penalty: 5132.662109
	Iteration 26Q: 3 clusters Score -4249298 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -4249306.000000 Penalty: 5132.662109
	Iteration 27Q: 3 clusters Score -4249306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -4249306.500000 Penalty: 5132.662109
	Iteration 28Q: 3 clusters Score -4249306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -4249319.000000 Penalty: 5132.662109
	Iteration 29Q: 3 clusters Score -4249319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -4249322.500000 Penalty: 5132.662109
	Iteration 30Q: 3 clusters Score -4249322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4249325.000000 Penalty: 5132.662109
	Iteration 31Q: 3 clusters Score -4249325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4249322.500000 Penalty: 5132.662109
	Iteration 32Q: 3 clusters Score -4249322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4249322.000000 Penalty: 5132.662109
	Iteration 33Q: 3 clusters Score -4249322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4249317.000000 Penalty: 5132.662109
	Iteration 34Q: 3 clusters Score -4249317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4249319.000000 Penalty: 5132.662109
	Iteration 35Q: 3 clusters Score -4249319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -4249323.000000 Penalty: 5132.662109
	Iteration 36Q: 3 clusters Score -4249323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4249322.000000 Penalty: 5132.662109
	Iteration 37Q: 3 clusters Score -4249322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4249319.500000 Penalty: 5132.662109
	Iteration 38Q: 3 clusters Score -4249320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4249319.500000 Penalty: 5132.662109
	Iteration 39F: 3 clusters Score -4249320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65738 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 163110 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 29757 members 
Mstep: Class 8 contains 136033 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 163148 members 
Mstep: Class 11 contains 6350 members 
Mstep: Class 12 contains 130926 members 
Mstep: Class 13 contains 17289 members 
Mstep: Class 14 contains 16912 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32695 members 
Mstep: Class 17 contains 3362 members 
Mstep: Class 18 contains 179919 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3562 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Mstep: Class 26 contains 1441 members 
Entering Unmasked Estep 
Score: -132675128.000000 Penalty: 88826.445312
Splitting cluster 7 changes total score from -132675904.000000 to -132675128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (136033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136033 members 
Entering Unmasked Estep 
Score: -19098782.000000 Penalty: 2931.521973
	Iteration 0F: 2 clusters Score -1.909878e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67962 members 
Mstep: Class 2 contains 68071 members 
Entering Unmasked Estep 
Score: -19013266.000000 Penalty: 5863.043945
	Iteration 0F: 3 clusters Score -1.901327e+07 nChanged 65021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66393 members 
Mstep: Class 2 contains 69640 members 
Entering Unmasked Estep 
Score: -19050682.000000 Penalty: 5863.043945
	Iteration 1F: 3 clusters Score -1.905068e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65060 members 
Mstep: Class 2 contains 70973 members 
Entering Unmasked Estep 
Score: -19052170.000000 Penalty: 5863.043945
	Iteration 2Q: 3 clusters Score -1.905217e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62833 members 
Mstep: Class 2 contains 73200 members 
Entering Unmasked Estep 
Score: -19054410.000000 Penalty: 5863.043945
	Iteration 3Q: 3 clusters Score -1.905441e+07 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59332 members 
Mstep: Class 2 contains 76701 members 
Entering Unmasked Estep 
Score: -19058064.000000 Penalty: 5863.043945
	Iteration 4F: 3 clusters Score -1.905806e+07 nChanged 8565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54219 members 
Mstep: Class 2 contains 81814 members 
Entering Unmasked Estep 
Score: -19063280.000000 Penalty: 5863.043945
	Iteration 5F: 3 clusters Score -1.906328e+07 nChanged 9467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47700 members 
Mstep: Class 2 contains 88333 members 
Entering Unmasked Estep 
Score: -19070122.000000 Penalty: 5863.043945
	Iteration 6F: 3 clusters Score -1.907012e+07 nChanged 9707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 95358 members 
Entering Unmasked Estep 
Score: -19077810.000000 Penalty: 5863.043945
	Iteration 7F: 3 clusters Score -1.907781e+07 nChanged 8394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 101232 members 
Entering Unmasked Estep 
Score: -19083980.000000 Penalty: 5863.043945
	Iteration 8F: 3 clusters Score -1.908398e+07 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 105307 members 
Entering Unmasked Estep 
Score: -19088004.000000 Penalty: 5863.043945
	Iteration 9Q: 3 clusters Score -1.9088e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 108131 members 
Entering Unmasked Estep 
Score: -19090094.000000 Penalty: 5863.043945
	Iteration 10Q: 3 clusters Score -1.909009e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 110424 members 
Entering Unmasked Estep 
Score: -19091210.000000 Penalty: 5863.043945
	Iteration 11Q: 3 clusters Score -1.909121e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 112370 members 
Entering Unmasked Estep 
Score: -19092252.000000 Penalty: 5863.043945
	Iteration 12Q: 3 clusters Score -1.909225e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 114063 members 
Entering Unmasked Estep 
Score: -19093412.000000 Penalty: 5863.043945
	Iteration 13Q: 3 clusters Score -1.909341e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 115502 members 
Entering Unmasked Estep 
Score: -19094726.000000 Penalty: 5863.043945
	Iteration 14Q: 3 clusters Score -1.909473e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 116495 members 
Entering Unmasked Estep 
Score: -19095980.000000 Penalty: 5863.043945
	Iteration 15Q: 3 clusters Score -1.909598e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 117092 members 
Entering Unmasked Estep 
Score: -19096898.000000 Penalty: 5863.043945
	Iteration 16Q: 3 clusters Score -1.90969e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 117338 members 
Entering Unmasked Estep 
Score: -19097542.000000 Penalty: 5863.043945
	Iteration 17Q: 3 clusters Score -1.909754e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 117373 members 
Entering Unmasked Estep 
Score: -19097980.000000 Penalty: 5863.043945
	Iteration 18Q: 3 clusters Score -1.909798e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 117237 members 
Entering Unmasked Estep 
Score: -19098284.000000 Penalty: 5863.043945
	Iteration 19Q: 3 clusters Score -1.909828e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 117054 members 
Entering Unmasked Estep 
Score: -19098464.000000 Penalty: 5863.043945
	Iteration 20F: 3 clusters Score -1.909846e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 116774 members 
Entering Unmasked Estep 
Score: -19098638.000000 Penalty: 5863.043945
	Iteration 21Q: 3 clusters Score -1.909864e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 116479 members 
Entering Unmasked Estep 
Score: -19098838.000000 Penalty: 5863.043945
	Iteration 22Q: 3 clusters Score -1.909884e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 116186 members 
Entering Unmasked Estep 
Score: -19098878.000000 Penalty: 5863.043945
	Iteration 23Q: 3 clusters Score -1.909888e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 115895 members 
Entering Unmasked Estep 
Score: -19099008.000000 Penalty: 5863.043945
	Iteration 24Q: 3 clusters Score -1.909901e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 115663 members 
Entering Unmasked Estep 
Score: -19099060.000000 Penalty: 5863.043945
	Iteration 25Q: 3 clusters Score -1.909906e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 115438 members 
Entering Unmasked Estep 
Score: -19099066.000000 Penalty: 5863.043945
	Iteration 26Q: 3 clusters Score -1.909907e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 115240 members 
Entering Unmasked Estep 
Score: -19099058.000000 Penalty: 5863.043945
	Iteration 27Q: 3 clusters Score -1.909906e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 115064 members 
Entering Unmasked Estep 
Score: -19099062.000000 Penalty: 5863.043945
	Iteration 28Q: 3 clusters Score -1.909906e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 114898 members 
Entering Unmasked Estep 
Score: -19099074.000000 Penalty: 5863.043945
	Iteration 29Q: 3 clusters Score -1.909907e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 114747 members 
Entering Unmasked Estep 
Score: -19099038.000000 Penalty: 5863.043945
	Iteration 30Q: 3 clusters Score -1.909904e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 114611 members 
Entering Unmasked Estep 
Score: -19099028.000000 Penalty: 5863.043945
	Iteration 31Q: 3 clusters Score -1.909903e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 114471 members 
Entering Unmasked Estep 
Score: -19099004.000000 Penalty: 5863.043945
	Iteration 32Q: 3 clusters Score -1.9099e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 114344 members 
Entering Unmasked Estep 
Score: -19099016.000000 Penalty: 5863.043945
	Iteration 33Q: 3 clusters Score -1.909902e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 114215 members 
Entering Unmasked Estep 
Score: -19099004.000000 Penalty: 5863.043945
	Iteration 34Q: 3 clusters Score -1.9099e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 114090 members 
Entering Unmasked Estep 
Score: -19098994.000000 Penalty: 5863.043945
	Iteration 35Q: 3 clusters Score -1.909899e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 113973 members 
Entering Unmasked Estep 
Score: -19099008.000000 Penalty: 5863.043945
	Iteration 36Q: 3 clusters Score -1.909901e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 113846 members 
Entering Unmasked Estep 
Score: -19099002.000000 Penalty: 5863.043945
	Iteration 37Q: 3 clusters Score -1.9099e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 113714 members 
Entering Unmasked Estep 
Score: -19099002.000000 Penalty: 5863.043945
	Iteration 38Q: 3 clusters Score -1.9099e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 113606 members 
Entering Unmasked Estep 
Score: -19099026.000000 Penalty: 5863.043945
	Iteration 39Q: 3 clusters Score -1.909903e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 113510 members 
Entering Unmasked Estep 
Score: -19099014.000000 Penalty: 5863.043945
	Iteration 40F: 3 clusters Score -1.909901e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 113426 members 
Entering Unmasked Estep 
Score: -19099002.000000 Penalty: 5863.043945
	Iteration 41Q: 3 clusters Score -1.9099e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 113334 members 
Entering Unmasked Estep 
Score: -19099008.000000 Penalty: 5863.043945
	Iteration 42Q: 3 clusters Score -1.909901e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 113242 members 
Entering Unmasked Estep 
Score: -19098988.000000 Penalty: 5863.043945
	Iteration 43Q: 3 clusters Score -1.909899e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 113166 members 
Entering Unmasked Estep 
Score: -19098982.000000 Penalty: 5863.043945
	Iteration 44Q: 3 clusters Score -1.909898e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 113094 members 
Entering Unmasked Estep 
Score: -19098992.000000 Penalty: 5863.043945
	Iteration 45Q: 3 clusters Score -1.909899e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 113023 members 
Entering Unmasked Estep 
Score: -19099008.000000 Penalty: 5863.043945
	Iteration 46Q: 3 clusters Score -1.909901e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 112978 members 
Entering Unmasked Estep 
Score: -19099018.000000 Penalty: 5863.043945
	Iteration 47Q: 3 clusters Score -1.909902e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 112930 members 
Entering Unmasked Estep 
Score: -19098990.000000 Penalty: 5863.043945
	Iteration 48Q: 3 clusters Score -1.909899e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 112874 members 
Entering Unmasked Estep 
Score: -19098962.000000 Penalty: 5863.043945
	Iteration 49Q: 3 clusters Score -1.909896e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 112821 members 
Entering Unmasked Estep 
Score: -19098948.000000 Penalty: 5863.043945
	Iteration 50Q: 3 clusters Score -1.909895e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 112772 members 
Entering Unmasked Estep 
Score: -19098954.000000 Penalty: 5863.043945
	Iteration 51Q: 3 clusters Score -1.909895e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 112727 members 
Entering Unmasked Estep 
Score: -19098970.000000 Penalty: 5863.043945
	Iteration 52Q: 3 clusters Score -1.909897e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 112682 members 
Entering Unmasked Estep 
Score: -19098966.000000 Penalty: 5863.043945
	Iteration 53Q: 3 clusters Score -1.909897e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 112649 members 
Entering Unmasked Estep 
Score: -19098956.000000 Penalty: 5863.043945
	Iteration 54Q: 3 clusters Score -1.909896e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 112623 members 
Entering Unmasked Estep 
Score: -19098940.000000 Penalty: 5863.043945
	Iteration 55Q: 3 clusters Score -1.909894e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 112600 members 
Entering Unmasked Estep 
Score: -19098948.000000 Penalty: 5863.043945
	Iteration 56Q: 3 clusters Score -1.909895e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 112577 members 
Entering Unmasked Estep 
Score: -19098944.000000 Penalty: 5863.043945
	Iteration 57Q: 3 clusters Score -1.909894e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 112557 members 
Entering Unmasked Estep 
Score: -19098956.000000 Penalty: 5863.043945
	Iteration 58Q: 3 clusters Score -1.909896e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 112534 members 
Entering Unmasked Estep 
Score: -19098956.000000 Penalty: 5863.043945
	Iteration 59Q: 3 clusters Score -1.909896e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 112516 members 
Entering Unmasked Estep 
Score: -19098958.000000 Penalty: 5863.043945
	Iteration 60F: 3 clusters Score -1.909896e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 112499 members 
Entering Unmasked Estep 
Score: -19098944.000000 Penalty: 5863.043945
	Iteration 61Q: 3 clusters Score -1.909894e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 112488 members 
Entering Unmasked Estep 
Score: -19098952.000000 Penalty: 5863.043945
	Iteration 62Q: 3 clusters Score -1.909895e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 112479 members 
Entering Unmasked Estep 
Score: -19098932.000000 Penalty: 5863.043945
	Iteration 63Q: 3 clusters Score -1.909893e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 112474 members 
Entering Unmasked Estep 
Score: -19098950.000000 Penalty: 5863.043945
	Iteration 64Q: 3 clusters Score -1.909895e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 112465 members 
Entering Unmasked Estep 
Score: -19098934.000000 Penalty: 5863.043945
	Iteration 65Q: 3 clusters Score -1.909893e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 112461 members 
Entering Unmasked Estep 
Score: -19098934.000000 Penalty: 5863.043945
	Iteration 66Q: 3 clusters Score -1.909893e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 112458 members 
Entering Unmasked Estep 
Score: -19098926.000000 Penalty: 5863.043945
	Iteration 67Q: 3 clusters Score -1.909893e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 112454 members 
Entering Unmasked Estep 
Score: -19098926.000000 Penalty: 5863.043945
	Iteration 68Q: 3 clusters Score -1.909893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 112453 members 
Entering Unmasked Estep 
Score: -19098924.000000 Penalty: 5863.043945
	Iteration 69Q: 3 clusters Score -1.909892e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 112452 members 
Entering Unmasked Estep 
Score: -19098922.000000 Penalty: 5863.043945
	Iteration 70Q: 3 clusters Score -1.909892e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 112452 members 
Entering Unmasked Estep 
Score: -19098922.000000 Penalty: 5863.043945
	Iteration 71F: 3 clusters Score -1.909892e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65738 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 163110 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 31198 members 
Mstep: Class 8 contains 23581 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 163148 members 
Mstep: Class 11 contains 6350 members 
Mstep: Class 12 contains 130926 members 
Mstep: Class 13 contains 17289 members 
Mstep: Class 14 contains 16912 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32695 members 
Mstep: Class 17 contains 3362 members 
Mstep: Class 18 contains 179919 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3562 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Mstep: Class 26 contains 112452 members 
Entering Unmasked Estep 
Score: -132675400.000000 Penalty: 88826.445312
Splitting cluster 8 changes total score from -132675904.000000 to -132675400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -80564.335938 Penalty: 1586.851562
	Iteration 0F: 2 clusters Score -80564.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -78971.406250 Penalty: 3173.703125
	Iteration 0F: 3 clusters Score -78971.41 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -79173.390625 Penalty: 3173.703125
	Iteration 1F: 3 clusters Score -79173.39 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -79280.398438 Penalty: 3173.703125
	Iteration 2Q: 3 clusters Score -79280.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -79310.898438 Penalty: 3173.703125
	Iteration 3Q: 3 clusters Score -79310.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -79320.593750 Penalty: 3173.703125
	Iteration 4Q: 3 clusters Score -79320.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -79323.625000 Penalty: 3173.703125
	Iteration 5Q: 3 clusters Score -79323.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -79326.671875 Penalty: 3173.703125
	Iteration 6Q: 3 clusters Score -79326.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -79331.476562 Penalty: 3173.703125
	Iteration 7Q: 3 clusters Score -79331.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -79332.343750 Penalty: 3173.703125
	Iteration 8Q: 3 clusters Score -79332.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -79332.343750 Penalty: 3173.703125
	Iteration 9F: 3 clusters Score -79332.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (163148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163148 members 
Entering Unmasked Estep 
Score: -22757120.000000 Penalty: 2976.598389
	Iteration 0F: 2 clusters Score -2.275712e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81369 members 
Mstep: Class 2 contains 81779 members 
Entering Unmasked Estep 
Score: -22650812.000000 Penalty: 5953.196777
	Iteration 0F: 3 clusters Score -2.265081e+07 nChanged 78402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78871 members 
Mstep: Class 2 contains 84277 members 
Entering Unmasked Estep 
Score: -22696932.000000 Penalty: 5953.196777
	Iteration 1F: 3 clusters Score -2.269693e+07 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77378 members 
Mstep: Class 2 contains 85770 members 
Entering Unmasked Estep 
Score: -22698764.000000 Penalty: 5953.196777
	Iteration 2Q: 3 clusters Score -2.269876e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75477 members 
Mstep: Class 2 contains 87671 members 
Entering Unmasked Estep 
Score: -22701574.000000 Penalty: 5953.196777
	Iteration 3Q: 3 clusters Score -2.270157e+07 nChanged 7623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73270 members 
Mstep: Class 2 contains 89878 members 
Entering Unmasked Estep 
Score: -22705738.000000 Penalty: 5953.196777
	Iteration 4Q: 3 clusters Score -2.270574e+07 nChanged 9168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71218 members 
Mstep: Class 2 contains 91930 members 
Entering Unmasked Estep 
Score: -22711382.000000 Penalty: 5953.196777
	Iteration 5F: 3 clusters Score -2.271138e+07 nChanged 10542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69850 members 
Mstep: Class 2 contains 93298 members 
Entering Unmasked Estep 
Score: -22718542.000000 Penalty: 5953.196777
	Iteration 6F: 3 clusters Score -2.271854e+07 nChanged 11448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69548 members 
Mstep: Class 2 contains 93600 members 
Entering Unmasked Estep 
Score: -22727066.000000 Penalty: 5953.196777
	Iteration 7F: 3 clusters Score -2.272707e+07 nChanged 11046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69978 members 
Mstep: Class 2 contains 93170 members 
Entering Unmasked Estep 
Score: -22733894.000000 Penalty: 5953.196777
	Iteration 8F: 3 clusters Score -2.273389e+07 nChanged 8663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70385 members 
Mstep: Class 2 contains 92763 members 
Entering Unmasked Estep 
Score: -22737738.000000 Penalty: 5953.196777
	Iteration 9F: 3 clusters Score -2.273774e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70566 members 
Mstep: Class 2 contains 92582 members 
Entering Unmasked Estep 
Score: -22739240.000000 Penalty: 5953.196777
	Iteration 10Q: 3 clusters Score -2.273924e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70589 members 
Mstep: Class 2 contains 92559 members 
Entering Unmasked Estep 
Score: -22739864.000000 Penalty: 5953.196777
	Iteration 11Q: 3 clusters Score -2.273986e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70655 members 
Mstep: Class 2 contains 92493 members 
Entering Unmasked Estep 
Score: -22740188.000000 Penalty: 5953.196777
	Iteration 12Q: 3 clusters Score -2.274019e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70874 members 
Mstep: Class 2 contains 92274 members 
Entering Unmasked Estep 
Score: -22740448.000000 Penalty: 5953.196777
	Iteration 13Q: 3 clusters Score -2.274045e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71087 members 
Mstep: Class 2 contains 92061 members 
Entering Unmasked Estep 
Score: -22740742.000000 Penalty: 5953.196777
	Iteration 14Q: 3 clusters Score -2.274074e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71323 members 
Mstep: Class 2 contains 91825 members 
Entering Unmasked Estep 
Score: -22741178.000000 Penalty: 5953.196777
	Iteration 15Q: 3 clusters Score -2.274118e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71675 members 
Mstep: Class 2 contains 91473 members 
Entering Unmasked Estep 
Score: -22741642.000000 Penalty: 5953.196777
	Iteration 16Q: 3 clusters Score -2.274164e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72085 members 
Mstep: Class 2 contains 91063 members 
Entering Unmasked Estep 
Score: -22742048.000000 Penalty: 5953.196777
	Iteration 17Q: 3 clusters Score -2.274205e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72625 members 
Mstep: Class 2 contains 90523 members 
Entering Unmasked Estep 
Score: -22742502.000000 Penalty: 5953.196777
	Iteration 18Q: 3 clusters Score -2.27425e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73265 members 
Mstep: Class 2 contains 89883 members 
Entering Unmasked Estep 
Score: -22742882.000000 Penalty: 5953.196777
	Iteration 19Q: 3 clusters Score -2.274288e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73861 members 
Mstep: Class 2 contains 89287 members 
Entering Unmasked Estep 
Score: -22743196.000000 Penalty: 5953.196777
	Iteration 20F: 3 clusters Score -2.27432e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74411 members 
Mstep: Class 2 contains 88737 members 
Entering Unmasked Estep 
Score: -22743656.000000 Penalty: 5953.196777
	Iteration 21Q: 3 clusters Score -2.274366e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74879 members 
Mstep: Class 2 contains 88269 members 
Entering Unmasked Estep 
Score: -22744006.000000 Penalty: 5953.196777
	Iteration 22Q: 3 clusters Score -2.274401e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75294 members 
Mstep: Class 2 contains 87854 members 
Entering Unmasked Estep 
Score: -22744210.000000 Penalty: 5953.196777
	Iteration 23Q: 3 clusters Score -2.274421e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75633 members 
Mstep: Class 2 contains 87515 members 
Entering Unmasked Estep 
Score: -22744502.000000 Penalty: 5953.196777
	Iteration 24Q: 3 clusters Score -2.27445e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75889 members 
Mstep: Class 2 contains 87259 members 
Entering Unmasked Estep 
Score: -22744604.000000 Penalty: 5953.196777
	Iteration 25Q: 3 clusters Score -2.27446e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76141 members 
Mstep: Class 2 contains 87007 members 
Entering Unmasked Estep 
Score: -22744664.000000 Penalty: 5953.196777
	Iteration 26Q: 3 clusters Score -2.274466e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76329 members 
Mstep: Class 2 contains 86819 members 
Entering Unmasked Estep 
Score: -22744786.000000 Penalty: 5953.196777
	Iteration 27Q: 3 clusters Score -2.274479e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76493 members 
Mstep: Class 2 contains 86655 members 
Entering Unmasked Estep 
Score: -22744810.000000 Penalty: 5953.196777
	Iteration 28Q: 3 clusters Score -2.274481e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76608 members 
Mstep: Class 2 contains 86540 members 
Entering Unmasked Estep 
Score: -22744876.000000 Penalty: 5953.196777
	Iteration 29Q: 3 clusters Score -2.274488e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76720 members 
Mstep: Class 2 contains 86428 members 
Entering Unmasked Estep 
Score: -22744924.000000 Penalty: 5953.196777
	Iteration 30Q: 3 clusters Score -2.274492e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76809 members 
Mstep: Class 2 contains 86339 members 
Entering Unmasked Estep 
Score: -22744882.000000 Penalty: 5953.196777
	Iteration 31Q: 3 clusters Score -2.274488e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76894 members 
Mstep: Class 2 contains 86254 members 
Entering Unmasked Estep 
Score: -22744948.000000 Penalty: 5953.196777
	Iteration 32Q: 3 clusters Score -2.274495e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76964 members 
Mstep: Class 2 contains 86184 members 
Entering Unmasked Estep 
Score: -22744944.000000 Penalty: 5953.196777
	Iteration 33Q: 3 clusters Score -2.274494e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77023 members 
Mstep: Class 2 contains 86125 members 
Entering Unmasked Estep 
Score: -22744980.000000 Penalty: 5953.196777
	Iteration 34Q: 3 clusters Score -2.274498e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77085 members 
Mstep: Class 2 contains 86063 members 
Entering Unmasked Estep 
Score: -22745014.000000 Penalty: 5953.196777
	Iteration 35Q: 3 clusters Score -2.274501e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77132 members 
Mstep: Class 2 contains 86016 members 
Entering Unmasked Estep 
Score: -22745004.000000 Penalty: 5953.196777
	Iteration 36Q: 3 clusters Score -2.2745e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77213 members 
Mstep: Class 2 contains 85935 members 
Entering Unmasked Estep 
Score: -22745036.000000 Penalty: 5953.196777
	Iteration 37Q: 3 clusters Score -2.274504e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77301 members 
Mstep: Class 2 contains 85847 members 
Entering Unmasked Estep 
Score: -22745036.000000 Penalty: 5953.196777
	Iteration 38Q: 3 clusters Score -2.274504e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77392 members 
Mstep: Class 2 contains 85756 members 
Entering Unmasked Estep 
Score: -22745048.000000 Penalty: 5953.196777
	Iteration 39Q: 3 clusters Score -2.274505e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77457 members 
Mstep: Class 2 contains 85691 members 
Entering Unmasked Estep 
Score: -22745026.000000 Penalty: 5953.196777
	Iteration 40F: 3 clusters Score -2.274503e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77533 members 
Mstep: Class 2 contains 85615 members 
Entering Unmasked Estep 
Score: -22745044.000000 Penalty: 5953.196777
	Iteration 41Q: 3 clusters Score -2.274504e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77613 members 
Mstep: Class 2 contains 85535 members 
Entering Unmasked Estep 
Score: -22745034.000000 Penalty: 5953.196777
	Iteration 42Q: 3 clusters Score -2.274503e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77699 members 
Mstep: Class 2 contains 85449 members 
Entering Unmasked Estep 
Score: -22745044.000000 Penalty: 5953.196777
	Iteration 43Q: 3 clusters Score -2.274504e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77793 members 
Mstep: Class 2 contains 85355 members 
Entering Unmasked Estep 
Score: -22745070.000000 Penalty: 5953.196777
	Iteration 44Q: 3 clusters Score -2.274507e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77889 members 
Mstep: Class 2 contains 85259 members 
Entering Unmasked Estep 
Score: -22745114.000000 Penalty: 5953.196777
	Iteration 45Q: 3 clusters Score -2.274511e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78022 members 
Mstep: Class 2 contains 85126 members 
Entering Unmasked Estep 
Score: -22745112.000000 Penalty: 5953.196777
	Iteration 46Q: 3 clusters Score -2.274511e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78183 members 
Mstep: Class 2 contains 84965 members 
Entering Unmasked Estep 
Score: -22745110.000000 Penalty: 5953.196777
	Iteration 47Q: 3 clusters Score -2.274511e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78379 members 
Mstep: Class 2 contains 84769 members 
Entering Unmasked Estep 
Score: -22745156.000000 Penalty: 5953.196777
	Iteration 48Q: 3 clusters Score -2.274516e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78546 members 
Mstep: Class 2 contains 84602 members 
Entering Unmasked Estep 
Score: -22745158.000000 Penalty: 5953.196777
	Iteration 49Q: 3 clusters Score -2.274516e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78722 members 
Mstep: Class 2 contains 84426 members 
Entering Unmasked Estep 
Score: -22745186.000000 Penalty: 5953.196777
	Iteration 50Q: 3 clusters Score -2.274519e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78935 members 
Mstep: Class 2 contains 84213 members 
Entering Unmasked Estep 
Score: -22745200.000000 Penalty: 5953.196777
	Iteration 51Q: 3 clusters Score -2.27452e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79203 members 
Mstep: Class 2 contains 83945 members 
Entering Unmasked Estep 
Score: -22745264.000000 Penalty: 5953.196777
	Iteration 52Q: 3 clusters Score -2.274526e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79493 members 
Mstep: Class 2 contains 83655 members 
Entering Unmasked Estep 
Score: -22745270.000000 Penalty: 5953.196777
	Iteration 53Q: 3 clusters Score -2.274527e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79828 members 
Mstep: Class 2 contains 83320 members 
Entering Unmasked Estep 
Score: -22745332.000000 Penalty: 5953.196777
	Iteration 54Q: 3 clusters Score -2.274533e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80278 members 
Mstep: Class 2 contains 82870 members 
Entering Unmasked Estep 
Score: -22745412.000000 Penalty: 5953.196777
	Iteration 55Q: 3 clusters Score -2.274541e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80830 members 
Mstep: Class 2 contains 82318 members 
Entering Unmasked Estep 
Score: -22745444.000000 Penalty: 5953.196777
	Iteration 56Q: 3 clusters Score -2.274544e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81465 members 
Mstep: Class 2 contains 81683 members 
Entering Unmasked Estep 
Score: -22745486.000000 Penalty: 5953.196777
	Iteration 57Q: 3 clusters Score -2.274549e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82303 members 
Mstep: Class 2 contains 80845 members 
Entering Unmasked Estep 
Score: -22745578.000000 Penalty: 5953.196777
	Iteration 58Q: 3 clusters Score -2.274558e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83222 members 
Mstep: Class 2 contains 79926 members 
Entering Unmasked Estep 
Score: -22745664.000000 Penalty: 5953.196777
	Iteration 59Q: 3 clusters Score -2.274566e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84247 members 
Mstep: Class 2 contains 78901 members 
Entering Unmasked Estep 
Score: -22745704.000000 Penalty: 5953.196777
	Iteration 60F: 3 clusters Score -2.27457e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85350 members 
Mstep: Class 2 contains 77798 members 
Entering Unmasked Estep 
Score: -22745826.000000 Penalty: 5953.196777
	Iteration 61Q: 3 clusters Score -2.274583e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86699 members 
Mstep: Class 2 contains 76449 members 
Entering Unmasked Estep 
Score: -22745966.000000 Penalty: 5953.196777
	Iteration 62Q: 3 clusters Score -2.274597e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88233 members 
Mstep: Class 2 contains 74915 members 
Entering Unmasked Estep 
Score: -22746054.000000 Penalty: 5953.196777
	Iteration 63Q: 3 clusters Score -2.274605e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89963 members 
Mstep: Class 2 contains 73185 members 
Entering Unmasked Estep 
Score: -22746136.000000 Penalty: 5953.196777
	Iteration 64Q: 3 clusters Score -2.274614e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91961 members 
Mstep: Class 2 contains 71187 members 
Entering Unmasked Estep 
Score: -22746248.000000 Penalty: 5953.196777
	Iteration 65Q: 3 clusters Score -2.274625e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94244 members 
Mstep: Class 2 contains 68904 members 
Entering Unmasked Estep 
Score: -22746410.000000 Penalty: 5953.196777
	Iteration 66Q: 3 clusters Score -2.274641e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96781 members 
Mstep: Class 2 contains 66367 members 
Entering Unmasked Estep 
Score: -22746730.000000 Penalty: 5953.196777
	Iteration 67Q: 3 clusters Score -2.274673e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99526 members 
Mstep: Class 2 contains 63622 members 
Entering Unmasked Estep 
Score: -22746906.000000 Penalty: 5953.196777
	Iteration 68Q: 3 clusters Score -2.274691e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102594 members 
Mstep: Class 2 contains 60554 members 
Entering Unmasked Estep 
Score: -22747168.000000 Penalty: 5953.196777
	Iteration 69Q: 3 clusters Score -2.274717e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105825 members 
Mstep: Class 2 contains 57323 members 
Entering Unmasked Estep 
Score: -22747400.000000 Penalty: 5953.196777
	Iteration 70Q: 3 clusters Score -2.27474e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109184 members 
Mstep: Class 2 contains 53964 members 
Entering Unmasked Estep 
Score: -22747580.000000 Penalty: 5953.196777
	Iteration 71Q: 3 clusters Score -2.274758e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112746 members 
Mstep: Class 2 contains 50402 members 
Entering Unmasked Estep 
Score: -22748148.000000 Penalty: 5953.196777
	Iteration 72Q: 3 clusters Score -2.274815e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116594 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -22748830.000000 Penalty: 5953.196777
	Iteration 73Q: 3 clusters Score -2.274883e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120391 members 
Mstep: Class 2 contains 42757 members 
Entering Unmasked Estep 
Score: -22749568.000000 Penalty: 5953.196777
	Iteration 74Q: 3 clusters Score -2.274957e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124016 members 
Mstep: Class 2 contains 39132 members 
Entering Unmasked Estep 
Score: -22750394.000000 Penalty: 5953.196777
	Iteration 75Q: 3 clusters Score -2.275039e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127462 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -22750956.000000 Penalty: 5953.196777
	Iteration 76Q: 3 clusters Score -2.275096e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130290 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -22751298.000000 Penalty: 5953.196777
	Iteration 77Q: 3 clusters Score -2.27513e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132284 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
Score: -22751500.000000 Penalty: 5953.196777
	Iteration 78Q: 3 clusters Score -2.27515e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133508 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -22751538.000000 Penalty: 5953.196777
	Iteration 79Q: 3 clusters Score -2.275154e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134131 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -22752348.000000 Penalty: 5953.196777
	Iteration 80F: 3 clusters Score -2.275235e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137412 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -22753190.000000 Penalty: 5953.196777
	Iteration 81Q: 3 clusters Score -2.275319e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140417 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -22753806.000000 Penalty: 5953.196777
	Iteration 82Q: 3 clusters Score -2.275381e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143111 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -22754242.000000 Penalty: 5953.196777
	Iteration 83Q: 3 clusters Score -2.275424e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145499 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -22754718.000000 Penalty: 5953.196777
	Iteration 84Q: 3 clusters Score -2.275472e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147616 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -22755270.000000 Penalty: 5953.196777
	Iteration 85Q: 3 clusters Score -2.275527e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149553 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -22755706.000000 Penalty: 5953.196777
	Iteration 86Q: 3 clusters Score -2.275571e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151226 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -22756096.000000 Penalty: 5953.196777
	Iteration 87Q: 3 clusters Score -2.27561e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152678 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -22756528.000000 Penalty: 5953.196777
	Iteration 88Q: 3 clusters Score -2.275653e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153954 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -22756706.000000 Penalty: 5953.196777
	Iteration 89Q: 3 clusters Score -2.275671e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155049 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -22756880.000000 Penalty: 5953.196777
	Iteration 90Q: 3 clusters Score -2.275688e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155985 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -22756834.000000 Penalty: 5953.196777
	Iteration 91Q: 3 clusters Score -2.275683e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156762 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -22756752.000000 Penalty: 5953.196777
	Iteration 92Q: 3 clusters Score -2.275675e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157404 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -22756714.000000 Penalty: 5953.196777
	Iteration 93Q: 3 clusters Score -2.275671e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157953 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -22756586.000000 Penalty: 5953.196777
	Iteration 94Q: 3 clusters Score -2.275659e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158419 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -22756490.000000 Penalty: 5953.196777
	Iteration 95Q: 3 clusters Score -2.275649e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158801 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -22756384.000000 Penalty: 5953.196777
	Iteration 96Q: 3 clusters Score -2.275638e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159101 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -22756316.000000 Penalty: 5953.196777
	Iteration 97Q: 3 clusters Score -2.275632e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159357 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -22756240.000000 Penalty: 5953.196777
	Iteration 98Q: 3 clusters Score -2.275624e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159573 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -22756168.000000 Penalty: 5953.196777
	Iteration 99Q: 3 clusters Score -2.275617e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159768 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -22756136.000000 Penalty: 5953.196777
	Iteration 100F: 3 clusters Score -2.275614e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159955 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -22756108.000000 Penalty: 5953.196777
	Iteration 101Q: 3 clusters Score -2.275611e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160104 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2.275602e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160224 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -22756048.000000 Penalty: 5953.196777
	Iteration 103Q: 3 clusters Score -2.275605e+07 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 160337 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -22756006.000000 Penalty: 5953.196777
	Iteration 104Q: 3 clusters Score -2.275601e+07 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 160428 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -22755958.000000 Penalty: 5953.196777
	Iteration 105Q: 3 clusters Score -2.275596e+07 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 160499 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -22755966.000000 Penalty: 5953.196777
	Iteration 106Q: 3 clusters Score -2.275597e+07 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 160560 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -22755942.000000 Penalty: 5953.196777
	Iteration 107Q: 3 clusters Score -2.275594e+07 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 160613 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -22755896.000000 Penalty: 5953.196777
	Iteration 108Q: 3 clusters Score -2.27559e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160644 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -22755868.000000 Penalty: 5953.196777
	Iteration 109Q: 3 clusters Score -2.275587e+07 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 160685 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -22755872.000000 Penalty: 5953.196777
	Iteration 110Q: 3 clusters Score -2.275587e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160718 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2.275587e+07 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 160744 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -22755826.000000 Penalty: 5953.196777
	Iteration 112Q: 3 clusters Score -2.275583e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160774 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -22755818.000000 Penalty: 5953.196777
	Iteration 113Q: 3 clusters Score -2.275582e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160805 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -22755814.000000 Penalty: 5953.196777
	Iteration 114Q: 3 clusters Score -2.275581e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160832 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -22755802.000000 Penalty: 5953.196777
	Iteration 115Q: 3 clusters Score -2.27558e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160856 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -22755812.000000 Penalty: 5953.196777
	Iteration 116Q: 3 clusters Score -2.275581e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160876 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -22755792.000000 Penalty: 5953.196777
	Iteration 117Q: 3 clusters Score -2.275579e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160895 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2.275577e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160909 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2.275575e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160920 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -22755740.000000 Penalty: 5953.196777
	Iteration 120F: 3 clusters Score -2.275574e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160933 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -22755736.000000 Penalty: 5953.196777
	Iteration 121Q: 3 clusters Score -2.275574e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160943 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -22755748.000000 Penalty: 5953.196777
	Iteration 122Q: 3 clusters Score -2.275575e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160954 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -22755746.000000 Penalty: 5953.196777
	Iteration 123Q: 3 clusters Score -2.275575e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160968 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -22755726.000000 Penalty: 5953.196777
	Iteration 124Q: 3 clusters Score -2.275573e+07 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 160982 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -22755732.000000 Penalty: 5953.196777
	Iteration 125Q: 3 clusters Score -2.275573e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160994 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -22755734.000000 Penalty: 5953.196777
	Iteration 126Q: 3 clusters Score -2.275573e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161004 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2.275574e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161017 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2.275574e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161028 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2.275573e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161039 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -22755718.000000 Penalty: 5953.196777
	Iteration 130Q: 3 clusters Score -2.275572e+07 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161049 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2.275573e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161061 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -22755710.000000 Penalty: 5953.196777
	Iteration 132Q: 3 clusters Score -2.275571e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161076 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2.27557e+07 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161090 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2.275569e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161101 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -22755670.000000 Penalty: 5953.196777
	Iteration 135Q: 3 clusters Score -2.275567e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161107 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -22755662.000000 Penalty: 5953.196777
	Iteration 136Q: 3 clusters Score -2.275566e+07 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161115 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2.275565e+07 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161124 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -22755650.000000 Penalty: 5953.196777
	Iteration 138Q: 3 clusters Score -2.275565e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161134 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -22755684.000000 Penalty: 5953.196777
	Iteration 139Q: 3 clusters Score -2.275568e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161143 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -22755662.000000 Penalty: 5953.196777
	Iteration 140F: 3 clusters Score -2.275566e+07 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161154 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2.275565e+07 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161161 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2.275567e+07 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161166 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -22755672.000000 Penalty: 5953.196777
	Iteration 143Q: 3 clusters Score -2.275567e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161169 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2.275565e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161170 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2.275567e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161173 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -22755642.000000 Penalty: 5953.196777
	Iteration 146Q: 3 clusters Score -2.275564e+07 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -22755660.000000 Penalty: 5953.196777
	Iteration 147Q: 3 clusters Score -2.275566e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2.275566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161180 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2.275567e+07 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161187 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2.275565e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161191 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -22755636.000000 Penalty: 5953.196777
	Iteration 151Q: 3 clusters Score -2.275564e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161195 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -22755620.000000 Penalty: 5953.196777
	Iteration 152Q: 3 clusters Score -2.275562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161200 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -22755640.000000 Penalty: 5953.196777
	Iteration 153Q: 3 clusters Score -2.275564e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161203 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2.275564e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161208 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -22755634.000000 Penalty: 5953.196777
	Iteration 155Q: 3 clusters Score -2.275563e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161212 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -22755634.000000 Penalty: 5953.196777
	Iteration 156Q: 3 clusters Score -2.275563e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161218 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -22755630.000000 Penalty: 5953.196777
	Iteration 157Q: 3 clusters Score -2.275563e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161227 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -22755620.000000 Penalty: 5953.196777
	Iteration 158Q: 3 clusters Score -2.275562e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161233 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -22755604.000000 Penalty: 5953.196777
	Iteration 159Q: 3 clusters Score -2.27556e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161239 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -22755612.000000 Penalty: 5953.196777
	Iteration 160F: 3 clusters Score -2.275561e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161242 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -22755608.000000 Penalty: 5953.196777
	Iteration 161Q: 3 clusters Score -2.275561e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161249 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -22755614.000000 Penalty: 5953.196777
	Iteration 162Q: 3 clusters Score -2.275561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161251 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2.275561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161252 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -22755596.000000 Penalty: 5953.196777
	Iteration 164Q: 3 clusters Score -2.27556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161254 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -22755606.000000 Penalty: 5953.196777
	Iteration 165Q: 3 clusters Score -2.275561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161254 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -22755594.000000 Penalty: 5953.196777
	Iteration 166Q: 3 clusters Score -2.275559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161255 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -22755596.000000 Penalty: 5953.196777
	Iteration 167Q: 3 clusters Score -2.27556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161256 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -22755596.000000 Penalty: 5953.196777
	Iteration 168Q: 3 clusters Score -2.27556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161257 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -22755596.000000 Penalty: 5953.196777
	Iteration 169Q: 3 clusters Score -2.27556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161258 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -22755572.000000 Penalty: 5953.196777
	Iteration 170Q: 3 clusters Score -2.275557e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161258 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -22755572.000000 Penalty: 5953.196777
	Iteration 171F: 3 clusters Score -2.275557e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Entering Unmasked Estep 
Score: -865632.187500 Penalty: 2171.540039
	Iteration 0F: 2 clusters Score -865632.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -860269.625000 Penalty: 4343.080078
	Iteration 0F: 3 clusters Score -860269.6 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -861614.812500 Penalty: 4343.080078
	Iteration 1F: 3 clusters Score -861614.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -861828.500000 Penalty: 4343.080078
	Iteration 2F: 3 clusters Score -861828.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -861961.875000 Penalty: 4343.080078
	Iteration 3Q: 3 clusters Score -861961.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -862043.625000 Penalty: 4343.080078
	Iteration 4Q: 3 clusters Score -862043.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -862097.750000 Penalty: 4343.080078
	Iteration 5Q: 3 clusters Score -862097.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -862140.875000 Penalty: 4343.080078
	Iteration 6Q: 3 clusters Score -862140.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -862187.437500 Penalty: 4343.080078
	Iteration 7Q: 3 clusters Score -862187.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -862224.187500 Penalty: 4343.080078
	Iteration 8Q: 3 clusters Score -862224.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -862254.187500 Penalty: 4343.080078
	Iteration 9Q: 3 clusters Score -862254.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -862278.437500 Penalty: 4343.080078
	Iteration 10Q: 3 clusters Score -862278.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -862295.000000 Penalty: 4343.080078
	Iteration 11Q: 3 clusters Score -862295 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -862312.062500 Penalty: 4343.080078
	Iteration 12Q: 3 clusters Score -862312.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -862325.375000 Penalty: 4343.080078
	Iteration 13Q: 3 clusters Score -862325.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -862335.125000 Penalty: 4343.080078
	Iteration 14Q: 3 clusters Score -862335.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -862342.437500 Penalty: 4343.080078
	Iteration 15Q: 3 clusters Score -862342.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -862349.437500 Penalty: 4343.080078
	Iteration 16Q: 3 clusters Score -862349.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -862357.875000 Penalty: 4343.080078
	Iteration 17Q: 3 clusters Score -862357.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -862361.312500 Penalty: 4343.080078
	Iteration 18Q: 3 clusters Score -862361.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -862368.000000 Penalty: 4343.080078
	Iteration 19Q: 3 clusters Score -862368 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -862379.187500 Penalty: 4343.080078
	Iteration 20F: 3 clusters Score -862379.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -862390.625000 Penalty: 4343.080078
	Iteration 21Q: 3 clusters Score -862390.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -862415.437500 Penalty: 4343.080078
	Iteration 22Q: 3 clusters Score -862415.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -862437.500000 Penalty: 4343.080078
	Iteration 23Q: 3 clusters Score -862437.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -862467.000000 Penalty: 4343.080078
	Iteration 24Q: 3 clusters Score -862467 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -862506.500000 Penalty: 4343.080078
	Iteration 25Q: 3 clusters Score -862506.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -862563.125000 Penalty: 4343.080078
	Iteration 26Q: 3 clusters Score -862563.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -862624.937500 Penalty: 4343.080078
	Iteration 27Q: 3 clusters Score -862624.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -862689.937500 Penalty: 4343.080078
	Iteration 28Q: 3 clusters Score -862689.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -862753.250000 Penalty: 4343.080078
	Iteration 29Q: 3 clusters Score -862753.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -862836.875000 Penalty: 4343.080078
	Iteration 30Q: 3 clusters Score -862836.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -862925.187500 Penalty: 4343.080078
	Iteration 31Q: 3 clusters Score -862925.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -863012.812500 Penalty: 4343.080078
	Iteration 32Q: 3 clusters Score -863012.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -863106.437500 Penalty: 4343.080078
	Iteration 33Q: 3 clusters Score -863106.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -863184.312500 Penalty: 4343.080078
	Iteration 34Q: 3 clusters Score -863184.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -863244.812500 Penalty: 4343.080078
	Iteration 35Q: 3 clusters Score -863244.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -863298.437500 Penalty: 4343.080078
	Iteration 36Q: 3 clusters Score -863298.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -863341.875000 Penalty: 4343.080078
	Iteration 37Q: 3 clusters Score -863341.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -863387.812500 Penalty: 4343.080078
	Iteration 38Q: 3 clusters Score -863387.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -863428.562500 Penalty: 4343.080078
	Iteration 39Q: 3 clusters Score -863428.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -863468.875000 Penalty: 4343.080078
	Iteration 40F: 3 clusters Score -863468.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -863501.750000 Penalty: 4343.080078
	Iteration 41Q: 3 clusters Score -863501.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -863532.375000 Penalty: 4343.080078
	Iteration 42Q: 3 clusters Score -863532.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -863561.687500 Penalty: 4343.080078
	Iteration 43Q: 3 clusters Score -863561.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -863588.875000 Penalty: 4343.080078
	Iteration 44Q: 3 clusters Score -863588.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -863614.250000 Penalty: 4343.080078
	Iteration 45Q: 3 clusters Score -863614.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -863645.875000 Penalty: 4343.080078
	Iteration 46Q: 3 clusters Score -863645.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -863662.687500 Penalty: 4343.080078
	Iteration 47Q: 3 clusters Score -863662.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -863677.625000 Penalty: 4343.080078
	Iteration 48Q: 3 clusters Score -863677.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -863687.562500 Penalty: 4343.080078
	Iteration 49Q: 3 clusters Score -863687.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -863696.500000 Penalty: 4343.080078
	Iteration 50Q: 3 clusters Score -863696.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -863710.000000 Penalty: 4343.080078
	Iteration 51Q: 3 clusters Score -863710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -863715.500000 Penalty: 4343.080078
	Iteration 52Q: 3 clusters Score -863715.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -863723.500000 Penalty: 4343.080078
	Iteration 53Q: 3 clusters Score -863723.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -863730.312500 Penalty: 4343.080078
	Iteration 54Q: 3 clusters Score -863730.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -863734.125000 Penalty: 4343.080078
	Iteration 55Q: 3 clusters Score -863734.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -863734.937500 Penalty: 4343.080078
	Iteration 56Q: 3 clusters Score -863734.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -863739.250000 Penalty: 4343.080078
	Iteration 57Q: 3 clusters Score -863739.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -863744.187500 Penalty: 4343.080078
	Iteration 58Q: 3 clusters Score -863744.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -863745.125000 Penalty: 4343.080078
	Iteration 59Q: 3 clusters Score -863745.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -863745.812500 Penalty: 4343.080078
	Iteration 60F: 3 clusters Score -863745.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (130926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130926 members 
Entering Unmasked Estep 
Score: -18537810.000000 Penalty: 2922.032227
	Iteration 0F: 2 clusters Score -1.853781e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65626 members 
Mstep: Class 2 contains 65300 members 
Entering Unmasked Estep 
Score: -18454850.000000 Penalty: 5844.064453
	Iteration 0F: 3 clusters Score -1.845485e+07 nChanged 62459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68579 members 
Mstep: Class 2 contains 62347 members 
Entering Unmasked Estep 
Score: -18490850.000000 Penalty: 5844.064453
	Iteration 1F: 3 clusters Score -1.849085e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70313 members 
Mstep: Class 2 contains 60613 members 
Entering Unmasked Estep 
Score: -18491470.000000 Penalty: 5844.064453
	Iteration 2Q: 3 clusters Score -1.849147e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72908 members 
Mstep: Class 2 contains 58018 members 
Entering Unmasked Estep 
Score: -18492710.000000 Penalty: 5844.064453
	Iteration 3Q: 3 clusters Score -1.849271e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76833 members 
Mstep: Class 2 contains 54093 members 
Entering Unmasked Estep 
Score: -18494498.000000 Penalty: 5844.064453
	Iteration 4Q: 3 clusters Score -1.84945e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82690 members 
Mstep: Class 2 contains 48236 members 
Entering Unmasked Estep 
Score: -18497628.000000 Penalty: 5844.064453
	Iteration 5Q: 3 clusters Score -1.849763e+07 nChanged 8697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90977 members 
Mstep: Class 2 contains 39949 members 
Entering Unmasked Estep 
Score: -18502986.000000 Penalty: 5844.064453
	Iteration 6F: 3 clusters Score -1.850299e+07 nChanged 10844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101565 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -18510900.000000 Penalty: 5844.064453
	Iteration 7F: 3 clusters Score -1.85109e+07 nChanged 11454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112913 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -18520686.000000 Penalty: 5844.064453
	Iteration 8F: 3 clusters Score -1.852069e+07 nChanged 8668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121533 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -18528278.000000 Penalty: 5844.064453
	Iteration 9F: 3 clusters Score -1.852828e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126307 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -18532576.000000 Penalty: 5844.064453
	Iteration 10Q: 3 clusters Score -1.853258e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128298 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -18534540.000000 Penalty: 5844.064453
	Iteration 11Q: 3 clusters Score -1.853454e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129007 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -18535320.000000 Penalty: 5844.064453
	Iteration 12Q: 3 clusters Score -1.853532e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129225 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -18535702.000000 Penalty: 5844.064453
	Iteration 13Q: 3 clusters Score -1.85357e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129300 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -18535890.000000 Penalty: 5844.064453
	Iteration 14Q: 3 clusters Score -1.853589e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129362 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -18536024.000000 Penalty: 5844.064453
	Iteration 15Q: 3 clusters Score -1.853602e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129395 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -18536098.000000 Penalty: 5844.064453
	Iteration 16Q: 3 clusters Score -1.85361e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129420 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -18536162.000000 Penalty: 5844.064453
	Iteration 17Q: 3 clusters Score -1.853616e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129433 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -18536202.000000 Penalty: 5844.064453
	Iteration 18Q: 3 clusters Score -1.85362e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129443 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -18536228.000000 Penalty: 5844.064453
	Iteration 19Q: 3 clusters Score -1.853623e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129451 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -18536246.000000 Penalty: 5844.064453
	Iteration 20F: 3 clusters Score -1.853625e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129457 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -18536282.000000 Penalty: 5844.064453
	Iteration 21Q: 3 clusters Score -1.853628e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129462 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -18536300.000000 Penalty: 5844.064453
	Iteration 22Q: 3 clusters Score -1.85363e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129470 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -18536304.000000 Penalty: 5844.064453
	Iteration 23Q: 3 clusters Score -1.85363e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129471 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -18536300.000000 Penalty: 5844.064453
	Iteration 24Q: 3 clusters Score -1.85363e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129473 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -18536318.000000 Penalty: 5844.064453
	Iteration 25Q: 3 clusters Score -1.853632e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129469 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -18536322.000000 Penalty: 5844.064453
	Iteration 26Q: 3 clusters Score -1.853632e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129470 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -18536306.000000 Penalty: 5844.064453
	Iteration 27Q: 3 clusters Score -1.853631e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129471 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -18536316.000000 Penalty: 5844.064453
	Iteration 28Q: 3 clusters Score -1.853632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129470 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -18536326.000000 Penalty: 5844.064453
	Iteration 29Q: 3 clusters Score -1.853633e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129469 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -18536330.000000 Penalty: 5844.064453
	Iteration 30Q: 3 clusters Score -1.853633e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129470 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -18536336.000000 Penalty: 5844.064453
	Iteration 31Q: 3 clusters Score -1.853634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129471 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -18536338.000000 Penalty: 5844.064453
	Iteration 32Q: 3 clusters Score -1.853634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129472 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -18536344.000000 Penalty: 5844.064453
	Iteration 33Q: 3 clusters Score -1.853634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129471 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -18536340.000000 Penalty: 5844.064453
	Iteration 34Q: 3 clusters Score -1.853634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129470 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -18536332.000000 Penalty: 5844.064453
	Iteration 35Q: 3 clusters Score -1.853633e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129470 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -18536332.000000 Penalty: 5844.064453
	Iteration 36F: 3 clusters Score -1.853633e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Entering Unmasked Estep 
Score: -2441815.750000 Penalty: 2419.940918
	Iteration 0F: 2 clusters Score -2441816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2429461.250000 Penalty: 4839.881836
	Iteration 0F: 3 clusters Score -2429461 nChanged 7519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2433462.750000 Penalty: 4839.881836
	Iteration 1F: 3 clusters Score -2433463 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -2433798.000000 Penalty: 4839.881836
	Iteration 2F: 3 clusters Score -2433798 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -2434033.500000 Penalty: 4839.881836
	Iteration 3Q: 3 clusters Score -2434034 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2434221.750000 Penalty: 4839.881836
	Iteration 4Q: 3 clusters Score -2434222 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -2434389.750000 Penalty: 4839.881836
	Iteration 5Q: 3 clusters Score -2434390 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -2434550.000000 Penalty: 4839.881836
	Iteration 6Q: 3 clusters Score -2434550 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -2434697.250000 Penalty: 4839.881836
	Iteration 7Q: 3 clusters Score -2434697 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2434834.000000 Penalty: 4839.881836
	Iteration 8Q: 3 clusters Score -2434834 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2435009.750000 Penalty: 4839.881836
	Iteration 9Q: 3 clusters Score -2435010 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2435177.500000 Penalty: 4839.881836
	Iteration 10Q: 3 clusters Score -2435178 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2435389.750000 Penalty: 4839.881836
	Iteration 11Q: 3 clusters Score -2435390 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -2435649.250000 Penalty: 4839.881836
	Iteration 12Q: 3 clusters Score -2435649 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -2435992.750000 Penalty: 4839.881836
	Iteration 13Q: 3 clusters Score -2435993 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2436430.250000 Penalty: 4839.881836
	Iteration 14Q: 3 clusters Score -2436430 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -2436975.250000 Penalty: 4839.881836
	Iteration 15Q: 3 clusters Score -2436975 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -2437572.750000 Penalty: 4839.881836
	Iteration 16Q: 3 clusters Score -2437573 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -2438117.000000 Penalty: 4839.881836
	Iteration 17Q: 3 clusters Score -2438117 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2438569.750000 Penalty: 4839.881836
	Iteration 18Q: 3 clusters Score -2438570 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -2438915.000000 Penalty: 4839.881836
	Iteration 19Q: 3 clusters Score -2438915 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -2439160.000000 Penalty: 4839.881836
	Iteration 20F: 3 clusters Score -2439160 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2439320.000000 Penalty: 4839.881836
	Iteration 21Q: 3 clusters Score -2439320 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -2439416.500000 Penalty: 4839.881836
	Iteration 22Q: 3 clusters Score -2439416 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2439477.750000 Penalty: 4839.881836
	Iteration 23Q: 3 clusters Score -2439478 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -2439528.000000 Penalty: 4839.881836
	Iteration 24Q: 3 clusters Score -2439528 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -2439576.250000 Penalty: 4839.881836
	Iteration 25Q: 3 clusters Score -2439576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -2439596.750000 Penalty: 4839.881836
	Iteration 26Q: 3 clusters Score -2439597 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -2439624.500000 Penalty: 4839.881836
	Iteration 27Q: 3 clusters Score -2439624 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -2439656.250000 Penalty: 4839.881836
	Iteration 28Q: 3 clusters Score -2439656 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -2439688.000000 Penalty: 4839.881836
	Iteration 29Q: 3 clusters Score -2439688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2439715.500000 Penalty: 4839.881836
	Iteration 30Q: 3 clusters Score -2439716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -2439729.250000 Penalty: 4839.881836
	Iteration 31Q: 3 clusters Score -2439729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -2439737.000000 Penalty: 4839.881836
	Iteration 32Q: 3 clusters Score -2439737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -2439740.750000 Penalty: 4839.881836
	Iteration 33Q: 3 clusters Score -2439741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -2439745.750000 Penalty: 4839.881836
	Iteration 34Q: 3 clusters Score -2439746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -2439751.750000 Penalty: 4839.881836
	Iteration 35Q: 3 clusters Score -2439752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -2439754.250000 Penalty: 4839.881836
	Iteration 36Q: 3 clusters Score -2439754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -2439758.000000 Penalty: 4839.881836
	Iteration 37Q: 3 clusters Score -2439758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -2439758.000000 Penalty: 4839.881836
	Iteration 38F: 3 clusters Score -2439758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Entering Unmasked Estep 
Score: -2410075.500000 Penalty: 2414.473145
	Iteration 0F: 2 clusters Score -2410076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -2397950.000000 Penalty: 4828.946289
	Iteration 0F: 3 clusters Score -2397950 nChanged 7354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -2401810.750000 Penalty: 4828.946289
	Iteration 1F: 3 clusters Score -2401811 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -2402184.500000 Penalty: 4828.946289
	Iteration 2F: 3 clusters Score -2402184 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -2402465.500000 Penalty: 4828.946289
	Iteration 3Q: 3 clusters Score -2402466 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -2402699.750000 Penalty: 4828.946289
	Iteration 4Q: 3 clusters Score -2402700 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -2402907.500000 Penalty: 4828.946289
	Iteration 5Q: 3 clusters Score -2402908 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -2403133.750000 Penalty: 4828.946289
	Iteration 6Q: 3 clusters Score -2403134 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -2403347.000000 Penalty: 4828.946289
	Iteration 7Q: 3 clusters Score -2403347 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2403639.500000 Penalty: 4828.946289
	Iteration 8Q: 3 clusters Score -2403640 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -2403957.750000 Penalty: 4828.946289
	Iteration 9Q: 3 clusters Score -2403958 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -2404304.500000 Penalty: 4828.946289
	Iteration 10Q: 3 clusters Score -2404304 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -2404714.250000 Penalty: 4828.946289
	Iteration 11Q: 3 clusters Score -2404714 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -2405182.500000 Penalty: 4828.946289
	Iteration 12Q: 3 clusters Score -2405182 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -2405691.250000 Penalty: 4828.946289
	Iteration 13Q: 3 clusters Score -2405691 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2406148.750000 Penalty: 4828.946289
	Iteration 14Q: 3 clusters Score -2406149 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2406525.250000 Penalty: 4828.946289
	Iteration 15Q: 3 clusters Score -2406525 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2406823.500000 Penalty: 4828.946289
	Iteration 16Q: 3 clusters Score -2406824 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2407062.500000 Penalty: 4828.946289
	Iteration 17Q: 3 clusters Score -2407062 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2407240.000000 Penalty: 4828.946289
	Iteration 18Q: 3 clusters Score -2407240 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2407395.500000 Penalty: 4828.946289
	Iteration 19Q: 3 clusters Score -2407396 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2407511.750000 Penalty: 4828.946289
	Iteration 20F: 3 clusters Score -2407512 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2407604.250000 Penalty: 4828.946289
	Iteration 21Q: 3 clusters Score -2407604 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2407678.000000 Penalty: 4828.946289
	Iteration 22Q: 3 clusters Score -2407678 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2407722.000000 Penalty: 4828.946289
	Iteration 23Q: 3 clusters Score -2407722 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2407755.000000 Penalty: 4828.946289
	Iteration 24Q: 3 clusters Score -2407755 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2407791.000000 Penalty: 4828.946289
	Iteration 25Q: 3 clusters Score -2407791 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2407826.000000 Penalty: 4828.946289
	Iteration 26Q: 3 clusters Score -2407826 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2407844.500000 Penalty: 4828.946289
	Iteration 27Q: 3 clusters Score -2407844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2407857.750000 Penalty: 4828.946289
	Iteration 28Q: 3 clusters Score -2407858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2407873.000000 Penalty: 4828.946289
	Iteration 29Q: 3 clusters Score -2407873 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2407882.250000 Penalty: 4828.946289
	Iteration 30Q: 3 clusters Score -2407882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2407891.000000 Penalty: 4828.946289
	Iteration 31Q: 3 clusters Score -2407891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2407902.000000 Penalty: 4828.946289
	Iteration 32Q: 3 clusters Score -2407902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2407910.500000 Penalty: 4828.946289
	Iteration 33Q: 3 clusters Score -2407910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2407912.000000 Penalty: 4828.946289
	Iteration 34Q: 3 clusters Score -2407912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2407916.250000 Penalty: 4828.946289
	Iteration 35Q: 3 clusters Score -2407916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2407917.500000 Penalty: 4828.946289
	Iteration 36Q: 3 clusters Score -2407918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2407924.500000 Penalty: 4828.946289
	Iteration 37Q: 3 clusters Score -2407924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2407929.000000 Penalty: 4828.946289
	Iteration 38Q: 3 clusters Score -2407929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2407937.250000 Penalty: 4828.946289
	Iteration 39Q: 3 clusters Score -2407937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2407943.500000 Penalty: 4828.946289
	Iteration 40F: 3 clusters Score -2407944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2407945.250000 Penalty: 4828.946289
	Iteration 41Q: 3 clusters Score -2407945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2407947.000000 Penalty: 4828.946289
	Iteration 42Q: 3 clusters Score -2407947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2407947.000000 Penalty: 4828.946289
	Iteration 43F: 3 clusters Score -2407947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -51699.179688 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -51699.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -50254.480469 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -50254.48 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -50469.242188 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -50469.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -50541.519531 Penalty: 3021.289795
	Iteration 2Q: 3 clusters Score -50541.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -50582.445312 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -50582.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -50610.867188 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -50610.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -50624.253906 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -50624.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -50634.578125 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -50634.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -50647.835938 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -50647.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -50656.894531 Penalty: 3021.289795
	Iteration 8Q: 3 clusters Score -50656.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -50669.507812 Penalty: 3021.289795
	Iteration 9Q: 3 clusters Score -50669.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -50674.171875 Penalty: 3021.289795
	Iteration 10Q: 3 clusters Score -50674.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -50677.097656 Penalty: 3021.289795
	Iteration 11Q: 3 clusters Score -50677.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -50680.492188 Penalty: 3021.289795
	Iteration 12Q: 3 clusters Score -50680.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -50680.492188 Penalty: 3021.289795
	Iteration 13F: 3 clusters Score -50680.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (32695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Entering Unmasked Estep 
Score: -4642940.500000 Penalty: 2577.954346
	Iteration 0F: 2 clusters Score -4642940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -4620477.500000 Penalty: 5155.908691
	Iteration 0F: 3 clusters Score -4620478 nChanged 14861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -4628497.000000 Penalty: 5155.908691
	Iteration 1F: 3 clusters Score -4628497 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -4628880.500000 Penalty: 5155.908691
	Iteration 2Q: 3 clusters Score -4628880 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -4629198.500000 Penalty: 5155.908691
	Iteration 3Q: 3 clusters Score -4629198 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -4629485.500000 Penalty: 5155.908691
	Iteration 4Q: 3 clusters Score -4629486 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -4629692.000000 Penalty: 5155.908691
	Iteration 5Q: 3 clusters Score -4629692 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -4629928.000000 Penalty: 5155.908691
	Iteration 6Q: 3 clusters Score -4629928 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -4630146.500000 Penalty: 5155.908691
	Iteration 7Q: 3 clusters Score -4630146 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -4630359.000000 Penalty: 5155.908691
	Iteration 8Q: 3 clusters Score -4630359 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -4630597.500000 Penalty: 5155.908691
	Iteration 9Q: 3 clusters Score -4630598 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -4630869.500000 Penalty: 5155.908691
	Iteration 10Q: 3 clusters Score -4630870 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -4631167.500000 Penalty: 5155.908691
	Iteration 11Q: 3 clusters Score -4631168 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -4631543.000000 Penalty: 5155.908691
	Iteration 12Q: 3 clusters Score -4631543 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -4631956.000000 Penalty: 5155.908691
	Iteration 13Q: 3 clusters Score -4631956 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -4632519.000000 Penalty: 5155.908691
	Iteration 14Q: 3 clusters Score -4632519 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -4633276.500000 Penalty: 5155.908691
	Iteration 15Q: 3 clusters Score -4633276 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -4634331.000000 Penalty: 5155.908691
	Iteration 16Q: 3 clusters Score -4634331 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -4635464.500000 Penalty: 5155.908691
	Iteration 17F: 3 clusters Score -4635464 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -4636465.000000 Penalty: 5155.908691
	Iteration 18Q: 3 clusters Score -4636465 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -4637118.000000 Penalty: 5155.908691
	Iteration 19Q: 3 clusters Score -4637118 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -4637406.500000 Penalty: 5155.908691
	Iteration 20F: 3 clusters Score -4637406 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -4637528.500000 Penalty: 5155.908691
	Iteration 21Q: 3 clusters Score -4637528 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -4637624.000000 Penalty: 5155.908691
	Iteration 22Q: 3 clusters Score -4637624 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -4637697.000000 Penalty: 5155.908691
	Iteration 23Q: 3 clusters Score -4637697 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -4637771.500000 Penalty: 5155.908691
	Iteration 24Q: 3 clusters Score -4637772 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -4637835.500000 Penalty: 5155.908691
	Iteration 25Q: 3 clusters Score -4637836 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -4637909.000000 Penalty: 5155.908691
	Iteration 26Q: 3 clusters Score -4637909 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -4637957.000000 Penalty: 5155.908691
	Iteration 27Q: 3 clusters Score -4637957 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -4638028.000000 Penalty: 5155.908691
	Iteration 28Q: 3 clusters Score -4638028 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -4638086.500000 Penalty: 5155.908691
	Iteration 29Q: 3 clusters Score -4638086 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -4638165.000000 Penalty: 5155.908691
	Iteration 30Q: 3 clusters Score -4638165 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -4638225.000000 Penalty: 5155.908691
	Iteration 31Q: 3 clusters Score -4638225 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -4638289.500000 Penalty: 5155.908691
	Iteration 32Q: 3 clusters Score -4638290 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -4638353.500000 Penalty: 5155.908691
	Iteration 33Q: 3 clusters Score -4638354 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -4638434.500000 Penalty: 5155.908691
	Iteration 34Q: 3 clusters Score -4638434 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -4638501.500000 Penalty: 5155.908691
	Iteration 35Q: 3 clusters Score -4638502 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -4638542.000000 Penalty: 5155.908691
	Iteration 36Q: 3 clusters Score -4638542 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -4638610.000000 Penalty: 5155.908691
	Iteration 37Q: 3 clusters Score -4638610 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -4638653.000000 Penalty: 5155.908691
	Iteration 38Q: 3 clusters Score -4638653 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -4638732.500000 Penalty: 5155.908691
	Iteration 39Q: 3 clusters Score -4638732 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -4638796.000000 Penalty: 5155.908691
	Iteration 40F: 3 clusters Score -4638796 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -4638845.500000 Penalty: 5155.908691
	Iteration 41Q: 3 clusters Score -4638846 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -4638927.000000 Penalty: 5155.908691
	Iteration 42Q: 3 clusters Score -4638927 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -4638994.000000 Penalty: 5155.908691
	Iteration 43Q: 3 clusters Score -4638994 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -4639093.000000 Penalty: 5155.908691
	Iteration 44Q: 3 clusters Score -4639093 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -4639179.500000 Penalty: 5155.908691
	Iteration 45Q: 3 clusters Score -4639180 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -4639257.000000 Penalty: 5155.908691
	Iteration 46Q: 3 clusters Score -4639257 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -4639329.000000 Penalty: 5155.908691
	Iteration 47Q: 3 clusters Score -4639329 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -4639386.500000 Penalty: 5155.908691
	Iteration 48Q: 3 clusters Score -4639386 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -4639464.500000 Penalty: 5155.908691
	Iteration 49Q: 3 clusters Score -4639464 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 27888 members 
Entering Unmasked Estep 
Score: -4639539.000000 Penalty: 5155.908691
	Iteration 50Q: 3 clusters Score -4639539 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -4639594.000000 Penalty: 5155.908691
	Iteration 51Q: 3 clusters Score -4639594 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -4639672.000000 Penalty: 5155.908691
	Iteration 52Q: 3 clusters Score -4639672 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -4639755.500000 Penalty: 5155.908691
	Iteration 53Q: 3 clusters Score -4639756 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -4639842.500000 Penalty: 5155.908691
	Iteration 54Q: 3 clusters Score -4639842 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -4639904.500000 Penalty: 5155.908691
	Iteration 55Q: 3 clusters Score -4639904 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -4639986.500000 Penalty: 5155.908691
	Iteration 56Q: 3 clusters Score -4639986 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -4640059.500000 Penalty: 5155.908691
	Iteration 57Q: 3 clusters Score -4640060 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -4640156.500000 Penalty: 5155.908691
	Iteration 58Q: 3 clusters Score -4640156 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -4640230.500000 Penalty: 5155.908691
	Iteration 59Q: 3 clusters Score -4640230 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -4640302.500000 Penalty: 5155.908691
	Iteration 60F: 3 clusters Score -4640302 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -4640326.000000 Penalty: 5155.908691
	Iteration 61Q: 3 clusters Score -4640326 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -4640376.000000 Penalty: 5155.908691
	Iteration 62Q: 3 clusters Score -4640376 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -4640388.500000 Penalty: 5155.908691
	Iteration 63Q: 3 clusters Score -4640388 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -4640421.500000 Penalty: 5155.908691
	Iteration 64Q: 3 clusters Score -4640422 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -4640446.500000 Penalty: 5155.908691
	Iteration 65Q: 3 clusters Score -4640446 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -4640484.500000 Penalty: 5155.908691
	Iteration 66Q: 3 clusters Score -4640484 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -4640508.500000 Penalty: 5155.908691
	Iteration 67Q: 3 clusters Score -4640508 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -4640549.500000 Penalty: 5155.908691
	Iteration 68Q: 3 clusters Score -4640550 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -4640559.000000 Penalty: 5155.908691
	Iteration 69Q: 3 clusters Score -4640559 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -4640587.500000 Penalty: 5155.908691
	Iteration 70Q: 3 clusters Score -4640588 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -4640611.500000 Penalty: 5155.908691
	Iteration 71Q: 3 clusters Score -4640612 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -4640636.500000 Penalty: 5155.908691
	Iteration 72Q: 3 clusters Score -4640636 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -4640650.500000 Penalty: 5155.908691
	Iteration 73Q: 3 clusters Score -4640650 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -4640662.000000 Penalty: 5155.908691
	Iteration 74Q: 3 clusters Score -4640662 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -4640672.500000 Penalty: 5155.908691
	Iteration 75Q: 3 clusters Score -4640672 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -4640686.000000 Penalty: 5155.908691
	Iteration 76Q: 3 clusters Score -4640686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 31159 members 
Entering Unmasked Estep 
Score: -4640691.500000 Penalty: 5155.908691
	Iteration 77Q: 3 clusters Score -4640692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -4640695.000000 Penalty: 5155.908691
	Iteration 78Q: 3 clusters Score -4640695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 31196 members 
Entering Unmasked Estep 
Score: -4640704.000000 Penalty: 5155.908691
	Iteration 79Q: 3 clusters Score -4640704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 31208 members 
Entering Unmasked Estep 
Score: -4640710.000000 Penalty: 5155.908691
	Iteration 80F: 3 clusters Score -4640710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -4640728.500000 Penalty: 5155.908691
	Iteration 81Q: 3 clusters Score -4640728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 31239 members 
Entering Unmasked Estep 
Score: -4640730.500000 Penalty: 5155.908691
	Iteration 82Q: 3 clusters Score -4640730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -4640731.500000 Penalty: 5155.908691
	Iteration 83Q: 3 clusters Score -4640732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -4640737.500000 Penalty: 5155.908691
	Iteration 84Q: 3 clusters Score -4640738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -4640735.000000 Penalty: 5155.908691
	Iteration 85Q: 3 clusters Score -4640735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -4640736.000000 Penalty: 5155.908691
	Iteration 86Q: 3 clusters Score -4640736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -4640733.000000 Penalty: 5155.908691
	Iteration 87Q: 3 clusters Score -4640733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -4640735.500000 Penalty: 5155.908691
	Iteration 88Q: 3 clusters Score -4640736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -4640737.500000 Penalty: 5155.908691
	Iteration 89Q: 3 clusters Score -4640738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -4640736.000000 Penalty: 5155.908691
	Iteration 90Q: 3 clusters Score -4640736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -4640737.500000 Penalty: 5155.908691
	Iteration 91Q: 3 clusters Score -4640738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 31274 members 
Entering Unmasked Estep 
Score: -4640741.500000 Penalty: 5155.908691
	Iteration 92Q: 3 clusters Score -4640742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 31276 members 
Entering Unmasked Estep 
Score: -4640736.000000 Penalty: 5155.908691
	Iteration 93Q: 3 clusters Score -4640736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -4640741.000000 Penalty: 5155.908691
	Iteration 94Q: 3 clusters Score -4640741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -4640738.500000 Penalty: 5155.908691
	Iteration 95Q: 3 clusters Score -4640738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
Score: -4640740.500000 Penalty: 5155.908691
	Iteration 96Q: 3 clusters Score -4640740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 31288 members 
Entering Unmasked Estep 
Score: -4640745.500000 Penalty: 5155.908691
	Iteration 97Q: 3 clusters Score -4640746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -4640745.500000 Penalty: 5155.908691
	Iteration 98Q: 3 clusters Score -4640746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 31299 members 
Entering Unmasked Estep 
Score: -4640751.500000 Penalty: 5155.908691
	Iteration 99Q: 3 clusters Score -4640752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -4640752.000000 Penalty: 5155.908691
	Iteration 100F: 3 clusters Score -4640752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -4640762.000000 Penalty: 5155.908691
	Iteration 101Q: 3 clusters Score -4640762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -4640766.500000 Penalty: 5155.908691
	Iteration 102Q: 3 clusters Score -4640766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -4640768.500000 Penalty: 5155.908691
	Iteration 103Q: 3 clusters Score -4640768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -4640769.500000 Penalty: 5155.908691
	Iteration 104Q: 3 clusters Score -4640770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -4640770.000000 Penalty: 5155.908691
	Iteration 105Q: 3 clusters Score -4640770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -4640774.500000 Penalty: 5155.908691
	Iteration 106Q: 3 clusters Score -4640774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -4640770.000000 Penalty: 5155.908691
	Iteration 107Q: 3 clusters Score -4640770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -4640766.500000 Penalty: 5155.908691
	Iteration 108Q: 3 clusters Score -4640766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -4640768.500000 Penalty: 5155.908691
	Iteration 109Q: 3 clusters Score -4640768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -4640771.000000 Penalty: 5155.908691
	Iteration 110Q: 3 clusters Score -4640771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -4640772.500000 Penalty: 5155.908691
	Iteration 111Q: 3 clusters Score -4640772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -4640772.000000 Penalty: 5155.908691
	Iteration 112Q: 3 clusters Score -4640772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -4640772.000000 Penalty: 5155.908691
	Iteration 113Q: 3 clusters Score -4640772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -4640771.500000 Penalty: 5155.908691
	Iteration 114Q: 3 clusters Score -4640772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -4640772.000000 Penalty: 5155.908691
	Iteration 115Q: 3 clusters Score -4640772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -4640772.000000 Penalty: 5155.908691
	Iteration 116F: 3 clusters Score -4640772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Entering Unmasked Estep 
Score: -460696.218750 Penalty: 2013.832397
	Iteration 0F: 2 clusters Score -460696.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -457235.468750 Penalty: 4027.664795
	Iteration 0F: 3 clusters Score -457235.5 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -457914.187500 Penalty: 4027.664795
	Iteration 1F: 3 clusters Score -457914.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -458058.468750 Penalty: 4027.664795
	Iteration 2F: 3 clusters Score -458058.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -458167.406250 Penalty: 4027.664795
	Iteration 3Q: 3 clusters Score -458167.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -458273.156250 Penalty: 4027.664795
	Iteration 4Q: 3 clusters Score -458273.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -458366.031250 Penalty: 4027.664795
	Iteration 5Q: 3 clusters Score -458366 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -458443.687500 Penalty: 4027.664795
	Iteration 6Q: 3 clusters Score -458443.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -458503.718750 Penalty: 4027.664795
	Iteration 7Q: 3 clusters Score -458503.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -458564.968750 Penalty: 4027.664795
	Iteration 8Q: 3 clusters Score -458565 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -458616.031250 Penalty: 4027.664795
	Iteration 9Q: 3 clusters Score -458616 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -458654.843750 Penalty: 4027.664795
	Iteration 10Q: 3 clusters Score -458654.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -458684.718750 Penalty: 4027.664795
	Iteration 11Q: 3 clusters Score -458684.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -458710.968750 Penalty: 4027.664795
	Iteration 12Q: 3 clusters Score -458711 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -458735.593750 Penalty: 4027.664795
	Iteration 13Q: 3 clusters Score -458735.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -458760.562500 Penalty: 4027.664795
	Iteration 14Q: 3 clusters Score -458760.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -458786.125000 Penalty: 4027.664795
	Iteration 15Q: 3 clusters Score -458786.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -458815.125000 Penalty: 4027.664795
	Iteration 16Q: 3 clusters Score -458815.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -458838.687500 Penalty: 4027.664795
	Iteration 17Q: 3 clusters Score -458838.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -458867.812500 Penalty: 4027.664795
	Iteration 18Q: 3 clusters Score -458867.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -458901.718750 Penalty: 4027.664795
	Iteration 19Q: 3 clusters Score -458901.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -458927.781250 Penalty: 4027.664795
	Iteration 20F: 3 clusters Score -458927.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -458952.375000 Penalty: 4027.664795
	Iteration 21Q: 3 clusters Score -458952.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -458977.218750 Penalty: 4027.664795
	Iteration 22Q: 3 clusters Score -458977.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -458997.000000 Penalty: 4027.664795
	Iteration 23Q: 3 clusters Score -458997 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -459010.843750 Penalty: 4027.664795
	Iteration 24Q: 3 clusters Score -459010.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -459023.031250 Penalty: 4027.664795
	Iteration 25Q: 3 clusters Score -459023 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -459034.375000 Penalty: 4027.664795
	Iteration 26Q: 3 clusters Score -459034.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -459049.968750 Penalty: 4027.664795
	Iteration 27Q: 3 clusters Score -459050 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -459075.375000 Penalty: 4027.664795
	Iteration 28Q: 3 clusters Score -459075.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -459092.593750 Penalty: 4027.664795
	Iteration 29Q: 3 clusters Score -459092.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -459109.562500 Penalty: 4027.664795
	Iteration 30Q: 3 clusters Score -459109.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -459129.375000 Penalty: 4027.664795
	Iteration 31Q: 3 clusters Score -459129.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -459143.593750 Penalty: 4027.664795
	Iteration 32Q: 3 clusters Score -459143.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -459152.250000 Penalty: 4027.664795
	Iteration 33Q: 3 clusters Score -459152.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -459163.687500 Penalty: 4027.664795
	Iteration 34Q: 3 clusters Score -459163.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -459172.031250 Penalty: 4027.664795
	Iteration 35Q: 3 clusters Score -459172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -459180.968750 Penalty: 4027.664795
	Iteration 36Q: 3 clusters Score -459181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -459187.687500 Penalty: 4027.664795
	Iteration 37Q: 3 clusters Score -459187.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -459193.812500 Penalty: 4027.664795
	Iteration 38Q: 3 clusters Score -459193.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -459198.093750 Penalty: 4027.664795
	Iteration 39Q: 3 clusters Score -459198.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -459202.375000 Penalty: 4027.664795
	Iteration 40F: 3 clusters Score -459202.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -459206.687500 Penalty: 4027.664795
	Iteration 41Q: 3 clusters Score -459206.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -459212.343750 Penalty: 4027.664795
	Iteration 42Q: 3 clusters Score -459212.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -459216.812500 Penalty: 4027.664795
	Iteration 43Q: 3 clusters Score -459216.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -459220.312500 Penalty: 4027.664795
	Iteration 44Q: 3 clusters Score -459220.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -459221.312500 Penalty: 4027.664795
	Iteration 45Q: 3 clusters Score -459221.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -459221.593750 Penalty: 4027.664795
	Iteration 46Q: 3 clusters Score -459221.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -459222.156250 Penalty: 4027.664795
	Iteration 47Q: 3 clusters Score -459222.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -459223.406250 Penalty: 4027.664795
	Iteration 48Q: 3 clusters Score -459223.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -459223.406250 Penalty: 4027.664795
	Iteration 49F: 3 clusters Score -459223.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (179919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179919 members 
Entering Unmasked Estep 
Score: -25340142.000000 Penalty: 3000.864990
	Iteration 0F: 2 clusters Score -2.534014e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90372 members 
Mstep: Class 2 contains 89547 members 
Entering Unmasked Estep 
Score: -25234332.000000 Penalty: 6001.729980
	Iteration 0F: 3 clusters Score -2.523433e+07 nChanged 86323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94789 members 
Mstep: Class 2 contains 85130 members 
Entering Unmasked Estep 
Score: -25284352.000000 Penalty: 6001.729980
	Iteration 1F: 3 clusters Score -2.528435e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96874 members 
Mstep: Class 2 contains 83045 members 
Entering Unmasked Estep 
Score: -25285140.000000 Penalty: 6001.729980
	Iteration 2Q: 3 clusters Score -2.528514e+07 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99761 members 
Mstep: Class 2 contains 80158 members 
Entering Unmasked Estep 
Score: -25286340.000000 Penalty: 6001.729980
	Iteration 3Q: 3 clusters Score -2.528634e+07 nChanged 7178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103497 members 
Mstep: Class 2 contains 76422 members 
Entering Unmasked Estep 
Score: -25288418.000000 Penalty: 6001.729980
	Iteration 4Q: 3 clusters Score -2.528842e+07 nChanged 8632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108115 members 
Mstep: Class 2 contains 71804 members 
Entering Unmasked Estep 
Score: -25291546.000000 Penalty: 6001.729980
	Iteration 5Q: 3 clusters Score -2.529155e+07 nChanged 10177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113082 members 
Mstep: Class 2 contains 66837 members 
Entering Unmasked Estep 
Score: -25296750.000000 Penalty: 6001.729980
	Iteration 6F: 3 clusters Score -2.529675e+07 nChanged 11758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116962 members 
Mstep: Class 2 contains 62957 members 
Entering Unmasked Estep 
Score: -25304868.000000 Penalty: 6001.729980
	Iteration 7F: 3 clusters Score -2.530487e+07 nChanged 12258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118100 members 
Mstep: Class 2 contains 61819 members 
Entering Unmasked Estep 
Score: -25313072.000000 Penalty: 6001.729980
	Iteration 8F: 3 clusters Score -2.531307e+07 nChanged 10347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116557 members 
Mstep: Class 2 contains 63362 members 
Entering Unmasked Estep 
Score: -25317756.000000 Penalty: 6001.729980
	Iteration 9F: 3 clusters Score -2.531776e+07 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114043 members 
Mstep: Class 2 contains 65876 members 
Entering Unmasked Estep 
Score: -25319292.000000 Penalty: 6001.729980
	Iteration 10Q: 3 clusters Score -2.531929e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111511 members 
Mstep: Class 2 contains 68408 members 
Entering Unmasked Estep 
Score: -25319748.000000 Penalty: 6001.729980
	Iteration 11Q: 3 clusters Score -2.531975e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109056 members 
Mstep: Class 2 contains 70863 members 
Entering Unmasked Estep 
Score: -25319876.000000 Penalty: 6001.729980
	Iteration 12Q: 3 clusters Score -2.531988e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106621 members 
Mstep: Class 2 contains 73298 members 
Entering Unmasked Estep 
Score: -25320052.000000 Penalty: 6001.729980
	Iteration 13Q: 3 clusters Score -2.532005e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104205 members 
Mstep: Class 2 contains 75714 members 
Entering Unmasked Estep 
Score: -25320300.000000 Penalty: 6001.729980
	Iteration 14Q: 3 clusters Score -2.53203e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101721 members 
Mstep: Class 2 contains 78198 members 
Entering Unmasked Estep 
Score: -25320432.000000 Penalty: 6001.729980
	Iteration 15Q: 3 clusters Score -2.532043e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98957 members 
Mstep: Class 2 contains 80962 members 
Entering Unmasked Estep 
Score: -25320770.000000 Penalty: 6001.729980
	Iteration 16Q: 3 clusters Score -2.532077e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96105 members 
Mstep: Class 2 contains 83814 members 
Entering Unmasked Estep 
Score: -25321138.000000 Penalty: 6001.729980
	Iteration 17Q: 3 clusters Score -2.532114e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93221 members 
Mstep: Class 2 contains 86698 members 
Entering Unmasked Estep 
Score: -25321548.000000 Penalty: 6001.729980
	Iteration 18Q: 3 clusters Score -2.532155e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90163 members 
Mstep: Class 2 contains 89756 members 
Entering Unmasked Estep 
Score: -25321884.000000 Penalty: 6001.729980
	Iteration 19Q: 3 clusters Score -2.532188e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86920 members 
Mstep: Class 2 contains 92999 members 
Entering Unmasked Estep 
Score: -25322086.000000 Penalty: 6001.729980
	Iteration 20F: 3 clusters Score -2.532209e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83134 members 
Mstep: Class 2 contains 96785 members 
Entering Unmasked Estep 
Score: -25322326.000000 Penalty: 6001.729980
	Iteration 21Q: 3 clusters Score -2.532233e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78933 members 
Mstep: Class 2 contains 100986 members 
Entering Unmasked Estep 
Score: -25322438.000000 Penalty: 6001.729980
	Iteration 22Q: 3 clusters Score -2.532244e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74381 members 
Mstep: Class 2 contains 105538 members 
Entering Unmasked Estep 
Score: -25322300.000000 Penalty: 6001.729980
	Iteration 23Q: 3 clusters Score -2.53223e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69698 members 
Mstep: Class 2 contains 110221 members 
Entering Unmasked Estep 
Score: -25322618.000000 Penalty: 6001.729980
	Iteration 24Q: 3 clusters Score -2.532262e+07 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64544 members 
Mstep: Class 2 contains 115375 members 
Entering Unmasked Estep 
Score: -25322978.000000 Penalty: 6001.729980
	Iteration 25Q: 3 clusters Score -2.532298e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58812 members 
Mstep: Class 2 contains 121107 members 
Entering Unmasked Estep 
Score: -25323616.000000 Penalty: 6001.729980
	Iteration 26Q: 3 clusters Score -2.532362e+07 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52545 members 
Mstep: Class 2 contains 127374 members 
Entering Unmasked Estep 
Score: -25324396.000000 Penalty: 6001.729980
	Iteration 27Q: 3 clusters Score -2.53244e+07 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45948 members 
Mstep: Class 2 contains 133971 members 
Entering Unmasked Estep 
Score: -25325274.000000 Penalty: 6001.729980
	Iteration 28Q: 3 clusters Score -2.532527e+07 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 140625 members 
Entering Unmasked Estep 
Score: -25326710.000000 Penalty: 6001.729980
	Iteration 29Q: 3 clusters Score -2.532671e+07 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 147097 members 
Entering Unmasked Estep 
Score: -25328116.000000 Penalty: 6001.729980
	Iteration 30Q: 3 clusters Score -2.532812e+07 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 153220 members 
Entering Unmasked Estep 
Score: -25330706.000000 Penalty: 6001.729980
	Iteration 31Q: 3 clusters Score -2.533071e+07 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 158524 members 
Entering Unmasked Estep 
Score: -25334564.000000 Penalty: 6001.729980
	Iteration 32Q: 3 clusters Score -2.533456e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 162790 members 
Entering Unmasked Estep 
Score: -25336936.000000 Penalty: 6001.729980
	Iteration 33Q: 3 clusters Score -2.533694e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 166167 members 
Entering Unmasked Estep 
Score: -25338340.000000 Penalty: 6001.729980
	Iteration 34Q: 3 clusters Score -2.533834e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 168752 members 
Entering Unmasked Estep 
Score: -25339090.000000 Penalty: 6001.729980
	Iteration 35Q: 3 clusters Score -2.533909e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 170743 members 
Entering Unmasked Estep 
Score: -25339108.000000 Penalty: 6001.729980
	Iteration 36Q: 3 clusters Score -2.533911e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 172243 members 
Entering Unmasked Estep 
Score: -25338814.000000 Penalty: 6001.729980
	Iteration 37Q: 3 clusters Score -2.533881e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 173361 members 
Entering Unmasked Estep 
Score: -25338486.000000 Penalty: 6001.729980
	Iteration 38Q: 3 clusters Score -2.533849e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 174177 members 
Entering Unmasked Estep 
Score: -25338278.000000 Penalty: 6001.729980
	Iteration 39Q: 3 clusters Score -2.533828e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 174811 members 
Entering Unmasked Estep 
Score: -25338868.000000 Penalty: 6001.729980
	Iteration 40F: 3 clusters Score -2.533887e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 175969 members 
Entering Unmasked Estep 
Score: -25338806.000000 Penalty: 6001.729980
	Iteration 41Q: 3 clusters Score -2.533881e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 176780 members 
Entering Unmasked Estep 
Score: -25338700.000000 Penalty: 6001.729980
	Iteration 42Q: 3 clusters Score -2.53387e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 177301 members 
Entering Unmasked Estep 
Score: -25338622.000000 Penalty: 6001.729980
	Iteration 43Q: 3 clusters Score -2.533862e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 177668 members 
Entering Unmasked Estep 
Score: -25338584.000000 Penalty: 6001.729980
	Iteration 44Q: 3 clusters Score -2.533858e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 177914 members 
Entering Unmasked Estep 
Score: -25338582.000000 Penalty: 6001.729980
	Iteration 45Q: 3 clusters Score -2.533858e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 178100 members 
Entering Unmasked Estep 
Score: -25338516.000000 Penalty: 6001.729980
	Iteration 46Q: 3 clusters Score -2.533852e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 178230 members 
Entering Unmasked Estep 
Score: -25338450.000000 Penalty: 6001.729980
	Iteration 47Q: 3 clusters Score -2.533845e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 178332 members 
Entering Unmasked Estep 
Score: -25338408.000000 Penalty: 6001.729980
	Iteration 48Q: 3 clusters Score -2.533841e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 178426 members 
Entering Unmasked Estep 
Score: -25338370.000000 Penalty: 6001.729980
	Iteration 49Q: 3 clusters Score -2.533837e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 178496 members 
Entering Unmasked Estep 
Score: -25338444.000000 Penalty: 6001.729980
	Iteration 50Q: 3 clusters Score -2.533844e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 178557 members 
Entering Unmasked Estep 
Score: -25338454.000000 Penalty: 6001.729980
	Iteration 51Q: 3 clusters Score -2.533845e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 178593 members 
Entering Unmasked Estep 
Score: -25338438.000000 Penalty: 6001.729980
	Iteration 52Q: 3 clusters Score -2.533844e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 178624 members 
Entering Unmasked Estep 
Score: -25338486.000000 Penalty: 6001.729980
	Iteration 53Q: 3 clusters Score -2.533849e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 178655 members 
Entering Unmasked Estep 
Score: -25338468.000000 Penalty: 6001.729980
	Iteration 54Q: 3 clusters Score -2.533847e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 178676 members 
Entering Unmasked Estep 
Score: -25338464.000000 Penalty: 6001.729980
	Iteration 55Q: 3 clusters Score -2.533846e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 178699 members 
Entering Unmasked Estep 
Score: -25338454.000000 Penalty: 6001.729980
	Iteration 56Q: 3 clusters Score -2.533845e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 178708 members 
Entering Unmasked Estep 
Score: -25338464.000000 Penalty: 6001.729980
	Iteration 57Q: 3 clusters Score -2.533846e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 178719 members 
Entering Unmasked Estep 
Score: -25338466.000000 Penalty: 6001.729980
	Iteration 58Q: 3 clusters Score -2.533847e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 178729 members 
Entering Unmasked Estep 
Score: -25338458.000000 Penalty: 6001.729980
	Iteration 59Q: 3 clusters Score -2.533846e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 178737 members 
Entering Unmasked Estep 
Score: -25338462.000000 Penalty: 6001.729980
	Iteration 60F: 3 clusters Score -2.533846e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 178745 members 
Entering Unmasked Estep 
Score: -25338466.000000 Penalty: 6001.729980
	Iteration 61Q: 3 clusters Score -2.533847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 178747 members 
Entering Unmasked Estep 
Score: -25338466.000000 Penalty: 6001.729980
	Iteration 62Q: 3 clusters Score -2.533847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 178748 members 
Entering Unmasked Estep 
Score: -25338468.000000 Penalty: 6001.729980
	Iteration 63Q: 3 clusters Score -2.533847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 178747 members 
Entering Unmasked Estep 
Score: -25338480.000000 Penalty: 6001.729980
	Iteration 64Q: 3 clusters Score -2.533848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 178748 members 
Entering Unmasked Estep 
Score: -25338478.000000 Penalty: 6001.729980
	Iteration 65Q: 3 clusters Score -2.533848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 178751 members 
Entering Unmasked Estep 
Score: -25338472.000000 Penalty: 6001.729980
	Iteration 66Q: 3 clusters Score -2.533847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 178753 members 
Entering Unmasked Estep 
Score: -25338462.000000 Penalty: 6001.729980
	Iteration 67Q: 3 clusters Score -2.533846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 178756 members 
Entering Unmasked Estep 
Score: -25338478.000000 Penalty: 6001.729980
	Iteration 68Q: 3 clusters Score -2.533848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 178757 members 
Entering Unmasked Estep 
Score: -25338478.000000 Penalty: 6001.729980
	Iteration 69Q: 3 clusters Score -2.533848e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 178757 members 
Entering Unmasked Estep 
Score: -25338478.000000 Penalty: 6001.729980
	Iteration 70F: 3 clusters Score -2.533848e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Entering Unmasked Estep 
Score: -294934.375000 Penalty: 1901.919067
	Iteration 0F: 2 clusters Score -294934.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -292208.750000 Penalty: 3803.838135
	Iteration 0F: 3 clusters Score -292208.8 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -292689.843750 Penalty: 3803.838135
	Iteration 1F: 3 clusters Score -292689.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -292820.812500 Penalty: 3803.838135
	Iteration 2F: 3 clusters Score -292820.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -292908.218750 Penalty: 3803.838135
	Iteration 3Q: 3 clusters Score -292908.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -292953.906250 Penalty: 3803.838135
	Iteration 4Q: 3 clusters Score -292953.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -292985.343750 Penalty: 3803.838135
	Iteration 5Q: 3 clusters Score -292985.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -293005.281250 Penalty: 3803.838135
	Iteration 6Q: 3 clusters Score -293005.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -293018.125000 Penalty: 3803.838135
	Iteration 7Q: 3 clusters Score -293018.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -293027.031250 Penalty: 3803.838135
	Iteration 8Q: 3 clusters Score -293027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -293031.812500 Penalty: 3803.838135
	Iteration 9Q: 3 clusters Score -293031.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -293035.031250 Penalty: 3803.838135
	Iteration 10Q: 3 clusters Score -293035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -293038.343750 Penalty: 3803.838135
	Iteration 11Q: 3 clusters Score -293038.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -293039.375000 Penalty: 3803.838135
	Iteration 12Q: 3 clusters Score -293039.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -293042.687500 Penalty: 3803.838135
	Iteration 13Q: 3 clusters Score -293042.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -293046.281250 Penalty: 3803.838135
	Iteration 14Q: 3 clusters Score -293046.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -293050.093750 Penalty: 3803.838135
	Iteration 15Q: 3 clusters Score -293050.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -293051.843750 Penalty: 3803.838135
	Iteration 16Q: 3 clusters Score -293051.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -293053.250000 Penalty: 3803.838135
	Iteration 17Q: 3 clusters Score -293053.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -293054.656250 Penalty: 3803.838135
	Iteration 18Q: 3 clusters Score -293054.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -293055.531250 Penalty: 3803.838135
	Iteration 19Q: 3 clusters Score -293055.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -293056.531250 Penalty: 3803.838135
	Iteration 20F: 3 clusters Score -293056.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -81267.898438 Penalty: 1583.946045
	Iteration 0F: 2 clusters Score -81267.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -79640.335938 Penalty: 3167.892090
	Iteration 0F: 3 clusters Score -79640.34 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -79826.242188 Penalty: 3167.892090
	Iteration 1F: 3 clusters Score -79826.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -79869.906250 Penalty: 3167.892090
	Iteration 2Q: 3 clusters Score -79869.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -79896.812500 Penalty: 3167.892090
	Iteration 3Q: 3 clusters Score -79896.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -79911.140625 Penalty: 3167.892090
	Iteration 4Q: 3 clusters Score -79911.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -79927.695312 Penalty: 3167.892090
	Iteration 5Q: 3 clusters Score -79927.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -79938.101562 Penalty: 3167.892090
	Iteration 6Q: 3 clusters Score -79938.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -79950.640625 Penalty: 3167.892090
	Iteration 7Q: 3 clusters Score -79950.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -79955.601562 Penalty: 3167.892090
	Iteration 8Q: 3 clusters Score -79955.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -79963.679688 Penalty: 3167.892090
	Iteration 9Q: 3 clusters Score -79963.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -79968.046875 Penalty: 3167.892090
	Iteration 10Q: 3 clusters Score -79968.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -79968.867188 Penalty: 3167.892090
	Iteration 11Q: 3 clusters Score -79968.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -79968.867188 Penalty: 3167.892090
	Iteration 12F: 3 clusters Score -79968.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Entering Unmasked Estep 
Score: -482122.593750 Penalty: 2028.163330
	Iteration 0F: 2 clusters Score -482122.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -478493.531250 Penalty: 4056.326660
	Iteration 0F: 3 clusters Score -478493.5 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -479228.156250 Penalty: 4056.326660
	Iteration 1F: 3 clusters Score -479228.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -479417.781250 Penalty: 4056.326660
	Iteration 2F: 3 clusters Score -479417.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -479567.937500 Penalty: 4056.326660
	Iteration 3F: 3 clusters Score -479567.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -479680.093750 Penalty: 4056.326660
	Iteration 4Q: 3 clusters Score -479680.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -479783.437500 Penalty: 4056.326660
	Iteration 5Q: 3 clusters Score -479783.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -479873.375000 Penalty: 4056.326660
	Iteration 6Q: 3 clusters Score -479873.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -479953.531250 Penalty: 4056.326660
	Iteration 7Q: 3 clusters Score -479953.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -480021.187500 Penalty: 4056.326660
	Iteration 8Q: 3 clusters Score -480021.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -480102.375000 Penalty: 4056.326660
	Iteration 9Q: 3 clusters Score -480102.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -480167.250000 Penalty: 4056.326660
	Iteration 10Q: 3 clusters Score -480167.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -480230.968750 Penalty: 4056.326660
	Iteration 11Q: 3 clusters Score -480231 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -480310.156250 Penalty: 4056.326660
	Iteration 12Q: 3 clusters Score -480310.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -480375.781250 Penalty: 4056.326660
	Iteration 13Q: 3 clusters Score -480375.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -480428.031250 Penalty: 4056.326660
	Iteration 14Q: 3 clusters Score -480428 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -480477.812500 Penalty: 4056.326660
	Iteration 15Q: 3 clusters Score -480477.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -480517.031250 Penalty: 4056.326660
	Iteration 16Q: 3 clusters Score -480517 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -480557.437500 Penalty: 4056.326660
	Iteration 17Q: 3 clusters Score -480557.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -480586.062500 Penalty: 4056.326660
	Iteration 18Q: 3 clusters Score -480586.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -480609.875000 Penalty: 4056.326660
	Iteration 19Q: 3 clusters Score -480609.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -480639.812500 Penalty: 4056.326660
	Iteration 20F: 3 clusters Score -480639.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -480665.468750 Penalty: 4056.326660
	Iteration 21Q: 3 clusters Score -480665.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -480683.031250 Penalty: 4056.326660
	Iteration 22Q: 3 clusters Score -480683 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -480701.375000 Penalty: 4056.326660
	Iteration 23Q: 3 clusters Score -480701.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -480714.937500 Penalty: 4056.326660
	Iteration 24Q: 3 clusters Score -480714.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -480721.843750 Penalty: 4056.326660
	Iteration 25Q: 3 clusters Score -480721.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -480724.531250 Penalty: 4056.326660
	Iteration 26Q: 3 clusters Score -480724.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -480725.531250 Penalty: 4056.326660
	Iteration 27Q: 3 clusters Score -480725.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -480725.531250 Penalty: 4056.326660
	Iteration 28F: 3 clusters Score -480725.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (95 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Entering Unmasked Estep 
Score: -9003.604492 Penalty: 1129.361450
	Iteration 0F: 2 clusters Score -9003.604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8272.360352 Penalty: 2258.722900
	Iteration 0F: 3 clusters Score -8272.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -24767.232422 Penalty: 1346.477661
	Iteration 0F: 2 clusters Score -24767.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23642.748047 Penalty: 2692.955322
	Iteration 0F: 3 clusters Score -23642.75 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -23772.775391 Penalty: 2692.955322
	Iteration 1F: 3 clusters Score -23772.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -23823.224609 Penalty: 2692.955322
	Iteration 2Q: 3 clusters Score -23823.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -23845.978516 Penalty: 2692.955322
	Iteration 3Q: 3 clusters Score -23845.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -23866.292969 Penalty: 2692.955322
	Iteration 4Q: 3 clusters Score -23866.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -23874.666016 Penalty: 2692.955322
	Iteration 5Q: 3 clusters Score -23874.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -23874.666016 Penalty: 2692.955322
	Iteration 6F: 3 clusters Score -23874.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -33150.343750 Penalty: 1423.468628
	Iteration 0F: 2 clusters Score -33150.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31867.580078 Penalty: 2846.937256
	Iteration 0F: 3 clusters Score -31867.58 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -32080.224609 Penalty: 2846.937256
	Iteration 1F: 3 clusters Score -32080.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -32284.474609 Penalty: 2846.937256
	Iteration 2F: 3 clusters Score -32284.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -32424.482422 Penalty: 2846.937256
	Iteration 3F: 3 clusters Score -32424.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -32493.173828 Penalty: 2846.937256
	Iteration 4Q: 3 clusters Score -32493.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -32585.093750 Penalty: 2846.937256
	Iteration 5Q: 3 clusters Score -32585.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -32820.933594 Penalty: 2846.937256
	Iteration 6Q: 3 clusters Score -32820.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -32923.101562 Penalty: 2846.937256
	Iteration 7Q: 3 clusters Score -32923.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -32962.585938 Penalty: 2846.937256
	Iteration 8Q: 3 clusters Score -32962.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -33003.082031 Penalty: 2846.937256
	Iteration 9Q: 3 clusters Score -33003.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -33016.078125 Penalty: 2846.937256
	Iteration 10Q: 3 clusters Score -33016.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -33024.203125 Penalty: 2846.937256
	Iteration 11Q: 3 clusters Score -33024.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -33024.203125 Penalty: 2846.937256
	Iteration 12F: 3 clusters Score -33024.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -59295.281250 Penalty: 1553.322754
	Iteration 0F: 2 clusters Score -59295.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -57848.195312 Penalty: 3106.645508
	Iteration 0F: 3 clusters Score -57848.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -58219.496094 Penalty: 3106.645508
	Iteration 1F: 3 clusters Score -58219.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -58345.519531 Penalty: 3106.645508
	Iteration 2F: 3 clusters Score -58345.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -58417.910156 Penalty: 3106.645508
	Iteration 3Q: 3 clusters Score -58417.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -58469.656250 Penalty: 3106.645508
	Iteration 4Q: 3 clusters Score -58469.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -58486.230469 Penalty: 3106.645508
	Iteration 5Q: 3 clusters Score -58486.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -58486.230469 Penalty: 3106.645508
	Iteration 6F: 3 clusters Score -58486.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65738 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 163110 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 31198 members 
Mstep: Class 8 contains 136033 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 163148 members 
Mstep: Class 11 contains 6350 members 
Mstep: Class 12 contains 130926 members 
Mstep: Class 13 contains 17289 members 
Mstep: Class 14 contains 16912 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32695 members 
Mstep: Class 17 contains 3362 members 
Mstep: Class 18 contains 179919 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3562 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675816.000000 Penalty: 85410.039062
Iteration 399Q: 26 clusters Score -1.326758e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65748 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 162882 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 31210 members 
Mstep: Class 8 contains 136038 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 163355 members 
Mstep: Class 11 contains 6351 members 
Mstep: Class 12 contains 130927 members 
Mstep: Class 13 contains 17289 members 
Mstep: Class 14 contains 16915 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32684 members 
Mstep: Class 17 contains 3362 members 
Mstep: Class 18 contains 179919 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3562 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675760.000000 Penalty: 85410.039062
Iteration 400F: 26 clusters Score -1.326758e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65752 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 162698 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 31211 members 
Mstep: Class 8 contains 136035 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 163532 members 
Mstep: Class 11 contains 6351 members 
Mstep: Class 12 contains 130931 members 
Mstep: Class 13 contains 17288 members 
Mstep: Class 14 contains 16918 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32679 members 
Mstep: Class 17 contains 3362 members 
Mstep: Class 18 contains 179923 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3562 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675720.000000 Penalty: 85410.039062
Iteration 401Q: 26 clusters Score -1.326757e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65761 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 162513 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 31209 members 
Mstep: Class 8 contains 136031 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 163708 members 
Mstep: Class 11 contains 6351 members 
Mstep: Class 12 contains 130932 members 
Mstep: Class 13 contains 17288 members 
Mstep: Class 14 contains 16917 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32678 members 
Mstep: Class 17 contains 3362 members 
Mstep: Class 18 contains 179930 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3562 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675672.000000 Penalty: 85410.039062
Iteration 402Q: 26 clusters Score -1.326757e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65769 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 162321 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 31210 members 
Mstep: Class 8 contains 136022 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 163878 members 
Mstep: Class 11 contains 6351 members 
Mstep: Class 12 contains 130935 members 
Mstep: Class 13 contains 17288 members 
Mstep: Class 14 contains 16918 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32675 members 
Mstep: Class 17 contains 3362 members 
Mstep: Class 18 contains 179951 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3562 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675520.000000 Penalty: 85410.039062
Iteration 403Q: 26 clusters Score -1.326755e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65775 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 162147 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 31217 members 
Mstep: Class 8 contains 136003 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164054 members 
Mstep: Class 11 contains 6351 members 
Mstep: Class 12 contains 130935 members 
Mstep: Class 13 contains 17289 members 
Mstep: Class 14 contains 16919 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32673 members 
Mstep: Class 17 contains 3362 members 
Mstep: Class 18 contains 179955 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3562 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675440.000000 Penalty: 85410.039062
Iteration 404Q: 26 clusters Score -1.326754e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65783 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161986 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 31223 members 
Mstep: Class 8 contains 135989 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164213 members 
Mstep: Class 11 contains 6351 members 
Mstep: Class 12 contains 130924 members 
Mstep: Class 13 contains 17289 members 
Mstep: Class 14 contains 16922 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32675 members 
Mstep: Class 17 contains 3361 members 
Mstep: Class 18 contains 179964 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3562 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675304.000000 Penalty: 85410.039062
Iteration 405Q: 26 clusters Score -1.326753e+08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65792 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161860 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 31226 members 
Mstep: Class 8 contains 135980 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164341 members 
Mstep: Class 11 contains 6352 members 
Mstep: Class 12 contains 130919 members 
Mstep: Class 13 contains 17288 members 
Mstep: Class 14 contains 16922 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32674 members 
Mstep: Class 17 contains 3361 members 
Mstep: Class 18 contains 179965 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3562 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675352.000000 Penalty: 85410.039062
Iteration 406Q: 26 clusters Score -1.326754e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65809 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161702 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 31229 members 
Mstep: Class 8 contains 135980 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164460 members 
Mstep: Class 11 contains 6351 members 
Mstep: Class 12 contains 130927 members 
Mstep: Class 13 contains 17290 members 
Mstep: Class 14 contains 16929 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32667 members 
Mstep: Class 17 contains 3361 members 
Mstep: Class 18 contains 179974 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3563 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675240.000000 Penalty: 85410.039062
Iteration 407Q: 26 clusters Score -1.326752e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65822 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161584 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 31235 members 
Mstep: Class 8 contains 135965 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164562 members 
Mstep: Class 11 contains 6349 members 
Mstep: Class 12 contains 130926 members 
Mstep: Class 13 contains 17291 members 
Mstep: Class 14 contains 16928 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32672 members 
Mstep: Class 17 contains 3362 members 
Mstep: Class 18 contains 179983 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3563 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675344.000000 Penalty: 85410.039062
Iteration 408Q: 26 clusters Score -1.326753e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65828 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161477 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 31242 members 
Mstep: Class 8 contains 135969 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164613 members 
Mstep: Class 11 contains 6349 members 
Mstep: Class 12 contains 130925 members 
Mstep: Class 13 contains 17291 members 
Mstep: Class 14 contains 16932 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32681 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180009 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3563 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675104.000000 Penalty: 85410.039062
Iteration 409Q: 26 clusters Score -1.326751e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65832 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161386 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 31242 members 
Mstep: Class 8 contains 135982 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164650 members 
Mstep: Class 11 contains 6349 members 
Mstep: Class 12 contains 130932 members 
Mstep: Class 13 contains 17290 members 
Mstep: Class 14 contains 16932 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32691 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180030 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3563 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675024.000000 Penalty: 85410.039062
Iteration 410Q: 26 clusters Score -1.32675e+08 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65837 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161308 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 31245 members 
Mstep: Class 8 contains 136008 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164657 members 
Mstep: Class 11 contains 6348 members 
Mstep: Class 12 contains 130940 members 
Mstep: Class 13 contains 17293 members 
Mstep: Class 14 contains 16932 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32707 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180040 members 
Mstep: Class 19 contains 2142 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3563 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132674936.000000 Penalty: 85410.039062
Iteration 411Q: 26 clusters Score -1.326749e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65841 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161266 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 31249 members 
Mstep: Class 8 contains 136026 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164641 members 
Mstep: Class 11 contains 6347 members 
Mstep: Class 12 contains 130946 members 
Mstep: Class 13 contains 17293 members 
Mstep: Class 14 contains 16933 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32724 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180048 members 
Mstep: Class 19 contains 2142 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675016.000000 Penalty: 85410.039062
Iteration 412Q: 26 clusters Score -1.32675e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65840 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161223 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 31251 members 
Mstep: Class 8 contains 136029 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164641 members 
Mstep: Class 11 contains 6346 members 
Mstep: Class 12 contains 130959 members 
Mstep: Class 13 contains 17293 members 
Mstep: Class 14 contains 16936 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32739 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180056 members 
Mstep: Class 19 contains 2142 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3565 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675032.000000 Penalty: 85410.039062
Iteration 413Q: 26 clusters Score -1.32675e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65843 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161205 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 31251 members 
Mstep: Class 8 contains 136044 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164632 members 
Mstep: Class 11 contains 6346 members 
Mstep: Class 12 contains 130959 members 
Mstep: Class 13 contains 17294 members 
Mstep: Class 14 contains 16933 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32743 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180062 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3565 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675104.000000 Penalty: 85410.039062
Iteration 414Q: 26 clusters Score -1.326751e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65840 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161185 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 31250 members 
Mstep: Class 8 contains 136056 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164625 members 
Mstep: Class 11 contains 6345 members 
Mstep: Class 12 contains 130963 members 
Mstep: Class 13 contains 17296 members 
Mstep: Class 14 contains 16935 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32747 members 
Mstep: Class 17 contains 3364 members 
Mstep: Class 18 contains 180069 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3565 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675088.000000 Penalty: 85410.039062
Iteration 415Q: 26 clusters Score -1.326751e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65831 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161188 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 31244 members 
Mstep: Class 8 contains 136079 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164608 members 
Mstep: Class 11 contains 6345 members 
Mstep: Class 12 contains 130967 members 
Mstep: Class 13 contains 17296 members 
Mstep: Class 14 contains 16936 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32742 members 
Mstep: Class 17 contains 3364 members 
Mstep: Class 18 contains 180075 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3565 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675120.000000 Penalty: 85410.039062
Iteration 416Q: 26 clusters Score -1.326751e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65829 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161204 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 31237 members 
Mstep: Class 8 contains 136083 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164584 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 130975 members 
Mstep: Class 13 contains 17295 members 
Mstep: Class 14 contains 16936 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32741 members 
Mstep: Class 17 contains 3364 members 
Mstep: Class 18 contains 180086 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675288.000000 Penalty: 85410.039062
Iteration 417Q: 26 clusters Score -1.326753e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65829 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161231 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 31234 members 
Mstep: Class 8 contains 136101 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164536 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 130979 members 
Mstep: Class 13 contains 17295 members 
Mstep: Class 14 contains 16935 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32743 members 
Mstep: Class 17 contains 3364 members 
Mstep: Class 18 contains 180088 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3563 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675304.000000 Penalty: 85410.039062
Iteration 418Q: 26 clusters Score -1.326753e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65832 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161282 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 31230 members 
Mstep: Class 8 contains 136118 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164474 members 
Mstep: Class 11 contains 6341 members 
Mstep: Class 12 contains 130983 members 
Mstep: Class 13 contains 17295 members 
Mstep: Class 14 contains 16933 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32738 members 
Mstep: Class 17 contains 3364 members 
Mstep: Class 18 contains 180087 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3563 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675232.000000 Penalty: 85410.039062
Iteration 419Q: 26 clusters Score -1.326752e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65835 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161316 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 31226 members 
Mstep: Class 8 contains 136127 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164426 members 
Mstep: Class 11 contains 6341 members 
Mstep: Class 12 contains 130985 members 
Mstep: Class 13 contains 17295 members 
Mstep: Class 14 contains 16932 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32735 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180096 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3563 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675232.000000 Penalty: 85410.039062
Iteration 420F: 26 clusters Score -1.326752e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65834 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161349 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 31224 members 
Mstep: Class 8 contains 136127 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164391 members 
Mstep: Class 11 contains 6341 members 
Mstep: Class 12 contains 130986 members 
Mstep: Class 13 contains 17294 members 
Mstep: Class 14 contains 16931 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32731 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180105 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675120.000000 Penalty: 85410.039062
Iteration 421Q: 26 clusters Score -1.326751e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65831 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161393 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 31225 members 
Mstep: Class 8 contains 136133 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164342 members 
Mstep: Class 11 contains 6341 members 
Mstep: Class 12 contains 130982 members 
Mstep: Class 13 contains 17294 members 
Mstep: Class 14 contains 16932 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32733 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180106 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675016.000000 Penalty: 85410.039062
Iteration 422Q: 26 clusters Score -1.32675e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65829 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161437 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 31223 members 
Mstep: Class 8 contains 136128 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164305 members 
Mstep: Class 11 contains 6341 members 
Mstep: Class 12 contains 130983 members 
Mstep: Class 13 contains 17294 members 
Mstep: Class 14 contains 16931 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32735 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180106 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675008.000000 Penalty: 85410.039062
Iteration 423Q: 26 clusters Score -1.32675e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65829 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161476 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 31223 members 
Mstep: Class 8 contains 136124 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164267 members 
Mstep: Class 11 contains 6341 members 
Mstep: Class 12 contains 130986 members 
Mstep: Class 13 contains 17294 members 
Mstep: Class 14 contains 16930 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32735 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180107 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675032.000000 Penalty: 85410.039062
Iteration 424Q: 26 clusters Score -1.32675e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65829 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161506 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 31223 members 
Mstep: Class 8 contains 136121 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164240 members 
Mstep: Class 11 contains 6341 members 
Mstep: Class 12 contains 130990 members 
Mstep: Class 13 contains 17294 members 
Mstep: Class 14 contains 16929 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32732 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180107 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675048.000000 Penalty: 85410.039062
Iteration 425Q: 26 clusters Score -1.32675e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65831 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161532 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 31223 members 
Mstep: Class 8 contains 136110 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164223 members 
Mstep: Class 11 contains 6341 members 
Mstep: Class 12 contains 130992 members 
Mstep: Class 13 contains 17294 members 
Mstep: Class 14 contains 16928 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32730 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180108 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675056.000000 Penalty: 85410.039062
Iteration 426Q: 26 clusters Score -1.326751e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65830 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161554 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 31221 members 
Mstep: Class 8 contains 136110 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164204 members 
Mstep: Class 11 contains 6341 members 
Mstep: Class 12 contains 130993 members 
Mstep: Class 13 contains 17294 members 
Mstep: Class 14 contains 16928 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32728 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180109 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675040.000000 Penalty: 85410.039062
Iteration 427Q: 26 clusters Score -1.32675e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65830 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161580 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 31221 members 
Mstep: Class 8 contains 136102 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164185 members 
Mstep: Class 11 contains 6341 members 
Mstep: Class 12 contains 130992 members 
Mstep: Class 13 contains 17294 members 
Mstep: Class 14 contains 16928 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32728 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180111 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675080.000000 Penalty: 85410.039062
Iteration 428Q: 26 clusters Score -1.326751e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65829 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161602 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 31222 members 
Mstep: Class 8 contains 136089 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164179 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 130991 members 
Mstep: Class 13 contains 17294 members 
Mstep: Class 14 contains 16926 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32729 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180109 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675072.000000 Penalty: 85410.039062
Iteration 429Q: 26 clusters Score -1.326751e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65829 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161616 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 31224 members 
Mstep: Class 8 contains 136084 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164171 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 130991 members 
Mstep: Class 13 contains 17294 members 
Mstep: Class 14 contains 16925 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32729 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180107 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132674968.000000 Penalty: 85410.039062
Iteration 430Q: 26 clusters Score -1.32675e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65827 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161638 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 31219 members 
Mstep: Class 8 contains 136085 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164155 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 130990 members 
Mstep: Class 13 contains 17294 members 
Mstep: Class 14 contains 16925 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32730 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180107 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675088.000000 Penalty: 85410.039062
Iteration 431Q: 26 clusters Score -1.326751e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65828 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161651 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 31219 members 
Mstep: Class 8 contains 136086 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164140 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 130991 members 
Mstep: Class 13 contains 17293 members 
Mstep: Class 14 contains 16925 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32730 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180107 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675024.000000 Penalty: 85410.039062
Iteration 432Q: 26 clusters Score -1.32675e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65828 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161656 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 31221 members 
Mstep: Class 8 contains 136088 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164128 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 130994 members 
Mstep: Class 13 contains 17293 members 
Mstep: Class 14 contains 16925 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32731 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180106 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675000.000000 Penalty: 85410.039062
Iteration 433Q: 26 clusters Score -1.32675e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65828 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161664 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 31220 members 
Mstep: Class 8 contains 136089 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164120 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 130994 members 
Mstep: Class 13 contains 17293 members 
Mstep: Class 14 contains 16925 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32731 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180106 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675040.000000 Penalty: 85410.039062
Iteration 434Q: 26 clusters Score -1.32675e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65827 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161670 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 31221 members 
Mstep: Class 8 contains 136088 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164114 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 130994 members 
Mstep: Class 13 contains 17293 members 
Mstep: Class 14 contains 16925 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32731 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180107 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132674976.000000 Penalty: 85410.039062
Iteration 435Q: 26 clusters Score -1.32675e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65827 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161672 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 31222 members 
Mstep: Class 8 contains 136087 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164113 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 130993 members 
Mstep: Class 13 contains 17293 members 
Mstep: Class 14 contains 16925 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32731 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180107 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132674976.000000 Penalty: 85410.039062
Iteration 436Q: 26 clusters Score -1.32675e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65827 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161673 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 31221 members 
Mstep: Class 8 contains 136087 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164113 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 130993 members 
Mstep: Class 13 contains 17293 members 
Mstep: Class 14 contains 16925 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32731 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180107 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675000.000000 Penalty: 85410.039062
Iteration 437Q: 26 clusters Score -1.32675e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65827 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161679 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 31223 members 
Mstep: Class 8 contains 136085 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164106 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 130994 members 
Mstep: Class 13 contains 17293 members 
Mstep: Class 14 contains 16925 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32731 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180107 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132674992.000000 Penalty: 85410.039062
Iteration 438Q: 26 clusters Score -1.32675e+08 nChanged 6
Entering ConstructFrom: 
Score: -132674992.000000 Penalty: 85410.039062
Entering ConstructFrom: 
Trying to split cluster 1 (992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Entering Unmasked Estep 
Score: -127353.281250 Penalty: 1711.131348
	Iteration 0F: 2 clusters Score -127353.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -125431.484375 Penalty: 3422.262695
	Iteration 0F: 3 clusters Score -125431.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -125784.820312 Penalty: 3422.262695
	Iteration 1F: 3 clusters Score -125784.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -125962.031250 Penalty: 3422.262695
	Iteration 2F: 3 clusters Score -125962 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -126106.781250 Penalty: 3422.262695
	Iteration 3F: 3 clusters Score -126106.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -126263.687500 Penalty: 3422.262695
	Iteration 4F: 3 clusters Score -126263.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -126377.421875 Penalty: 3422.262695
	Iteration 5F: 3 clusters Score -126377.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -126448.343750 Penalty: 3422.262695
	Iteration 6Q: 3 clusters Score -126448.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -126507.820312 Penalty: 3422.262695
	Iteration 7Q: 3 clusters Score -126507.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -126577.031250 Penalty: 3422.262695
	Iteration 8Q: 3 clusters Score -126577 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -126653.523438 Penalty: 3422.262695
	Iteration 9Q: 3 clusters Score -126653.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -126742.046875 Penalty: 3422.262695
	Iteration 10Q: 3 clusters Score -126742 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -126835.289062 Penalty: 3422.262695
	Iteration 11Q: 3 clusters Score -126835.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -126885.453125 Penalty: 3422.262695
	Iteration 12Q: 3 clusters Score -126885.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -126915.250000 Penalty: 3422.262695
	Iteration 13Q: 3 clusters Score -126915.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -126927.921875 Penalty: 3422.262695
	Iteration 14Q: 3 clusters Score -126927.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -126934.695312 Penalty: 3422.262695
	Iteration 15Q: 3 clusters Score -126934.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -126936.500000 Penalty: 3422.262695
	Iteration 16Q: 3 clusters Score -126936.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -126938.882812 Penalty: 3422.262695
	Iteration 17F: 3 clusters Score -126938.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -126972.203125 Penalty: 3422.262695
	Iteration 18Q: 3 clusters Score -126972.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -127015.523438 Penalty: 3422.262695
	Iteration 19Q: 3 clusters Score -127015.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -127040.460938 Penalty: 3422.262695
	Iteration 20F: 3 clusters Score -127040.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -127048.437500 Penalty: 3422.262695
	Iteration 21Q: 3 clusters Score -127048.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -127054.195312 Penalty: 3422.262695
	Iteration 22Q: 3 clusters Score -127054.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -127056.664062 Penalty: 3422.262695
	Iteration 23Q: 3 clusters Score -127056.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -127056.664062 Penalty: 3422.262695
	Iteration 24F: 3 clusters Score -127056.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (65827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65827 members 
Entering Unmasked Estep 
Score: -9274118.000000 Penalty: 2751.506836
	Iteration 0F: 2 clusters Score -9274118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -9229958.000000 Penalty: 5503.013672
	Iteration 0F: 3 clusters Score -9229958 nChanged 30691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 35513 members 
Entering Unmasked Estep 
Score: -9247421.000000 Penalty: 5503.013672
	Iteration 1F: 3 clusters Score -9247421 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -9248387.000000 Penalty: 5503.013672
	Iteration 2Q: 3 clusters Score -9248387 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 39560 members 
Entering Unmasked Estep 
Score: -9249710.000000 Penalty: 5503.013672
	Iteration 3Q: 3 clusters Score -9249710 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 42846 members 
Entering Unmasked Estep 
Score: -9251697.000000 Penalty: 5503.013672
	Iteration 4F: 3 clusters Score -9251697 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 47262 members 
Entering Unmasked Estep 
Score: -9255048.000000 Penalty: 5503.013672
	Iteration 5F: 3 clusters Score -9255048 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 52338 members 
Entering Unmasked Estep 
Score: -9259455.000000 Penalty: 5503.013672
	Iteration 6F: 3 clusters Score -9259455 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 57517 members 
Entering Unmasked Estep 
Score: -9264420.000000 Penalty: 5503.013672
	Iteration 7F: 3 clusters Score -9264420 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 61375 members 
Entering Unmasked Estep 
Score: -9268117.000000 Penalty: 5503.013672
	Iteration 8F: 3 clusters Score -9268117 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 63528 members 
Entering Unmasked Estep 
Score: -9270107.000000 Penalty: 5503.013672
	Iteration 9Q: 3 clusters Score -9270107 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 64593 members 
Entering Unmasked Estep 
Score: -9271032.000000 Penalty: 5503.013672
	Iteration 10Q: 3 clusters Score -9271032 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 65032 members 
Entering Unmasked Estep 
Score: -9271342.000000 Penalty: 5503.013672
	Iteration 11Q: 3 clusters Score -9271342 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 65233 members 
Entering Unmasked Estep 
Score: -9271536.000000 Penalty: 5503.013672
	Iteration 12Q: 3 clusters Score -9271536 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 65350 members 
Entering Unmasked Estep 
Score: -9271670.000000 Penalty: 5503.013672
	Iteration 13Q: 3 clusters Score -9271670 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 65405 members 
Entering Unmasked Estep 
Score: -9271726.000000 Penalty: 5503.013672
	Iteration 14Q: 3 clusters Score -9271726 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 65431 members 
Entering Unmasked Estep 
Score: -9271749.000000 Penalty: 5503.013672
	Iteration 15Q: 3 clusters Score -9271749 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 65451 members 
Entering Unmasked Estep 
Score: -9271773.000000 Penalty: 5503.013672
	Iteration 16Q: 3 clusters Score -9271773 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 65469 members 
Entering Unmasked Estep 
Score: -9271781.000000 Penalty: 5503.013672
	Iteration 17Q: 3 clusters Score -9271781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 65479 members 
Entering Unmasked Estep 
Score: -9271811.000000 Penalty: 5503.013672
	Iteration 18Q: 3 clusters Score -9271811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 65485 members 
Entering Unmasked Estep 
Score: -9271819.000000 Penalty: 5503.013672
	Iteration 19Q: 3 clusters Score -9271819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 65491 members 
Entering Unmasked Estep 
Score: -9271826.000000 Penalty: 5503.013672
	Iteration 20F: 3 clusters Score -9271826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 65493 members 
Entering Unmasked Estep 
Score: -9271841.000000 Penalty: 5503.013672
	Iteration 21Q: 3 clusters Score -9271841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 65494 members 
Entering Unmasked Estep 
Score: -9271832.000000 Penalty: 5503.013672
	Iteration 22Q: 3 clusters Score -9271832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 65495 members 
Entering Unmasked Estep 
Score: -9271831.000000 Penalty: 5503.013672
	Iteration 23Q: 3 clusters Score -9271831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 65496 members 
Entering Unmasked Estep 
Score: -9271839.000000 Penalty: 5503.013672
	Iteration 24Q: 3 clusters Score -9271839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 65497 members 
Entering Unmasked Estep 
Score: -9271837.000000 Penalty: 5503.013672
	Iteration 25Q: 3 clusters Score -9271837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 65497 members 
Entering Unmasked Estep 
Score: -9271837.000000 Penalty: 5503.013672
	Iteration 26F: 3 clusters Score -9271837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -55556.515625 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -55556.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -54249.589844 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -54249.59 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -54553.121094 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -54553.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -54679.628906 Penalty: 3051.755371
	Iteration 2F: 3 clusters Score -54679.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -54759.992188 Penalty: 3051.755371
	Iteration 3Q: 3 clusters Score -54759.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -54900.066406 Penalty: 3051.755371
	Iteration 4Q: 3 clusters Score -54900.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -55060.457031 Penalty: 3051.755371
	Iteration 5Q: 3 clusters Score -55060.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -55130.273438 Penalty: 3051.755371
	Iteration 6Q: 3 clusters Score -55130.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -55160.328125 Penalty: 3051.755371
	Iteration 7Q: 3 clusters Score -55160.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -55182.605469 Penalty: 3051.755371
	Iteration 8Q: 3 clusters Score -55182.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -55198.203125 Penalty: 3051.755371
	Iteration 9Q: 3 clusters Score -55198.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -55215.152344 Penalty: 3051.755371
	Iteration 10Q: 3 clusters Score -55215.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -55239.941406 Penalty: 3051.755371
	Iteration 11Q: 3 clusters Score -55239.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -55249.699219 Penalty: 3051.755371
	Iteration 12Q: 3 clusters Score -55249.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -55261.113281 Penalty: 3051.755371
	Iteration 13F: 3 clusters Score -55261.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -55302.207031 Penalty: 3051.755371
	Iteration 14Q: 3 clusters Score -55302.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -55306.765625 Penalty: 3051.755371
	Iteration 15Q: 3 clusters Score -55306.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -55306.765625 Penalty: 3051.755371
	Iteration 16F: 3 clusters Score -55306.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -68679.406250 Penalty: 1582.690308
	Iteration 0F: 2 clusters Score -68679.41 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 294 members 
Entering Unmasked Estep 
Score: -67107.500000 Penalty: 3165.380615
	Iteration 0F: 3 clusters Score -67107.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -67411.570312 Penalty: 3165.380615
	Iteration 1F: 3 clusters Score -67411.57 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -67560.953125 Penalty: 3165.380615
	Iteration 2F: 3 clusters Score -67560.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -67676.351562 Penalty: 3165.380615
	Iteration 3F: 3 clusters Score -67676.35 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -67780.156250 Penalty: 3165.380615
	Iteration 4F: 3 clusters Score -67780.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -67865.625000 Penalty: 3165.380615
	Iteration 5Q: 3 clusters Score -67865.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -68016.562500 Penalty: 3165.380615
	Iteration 6Q: 3 clusters Score -68016.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -68103.789062 Penalty: 3165.380615
	Iteration 7Q: 3 clusters Score -68103.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -68184.828125 Penalty: 3165.380615
	Iteration 8Q: 3 clusters Score -68184.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -68329.085938 Penalty: 3165.380615
	Iteration 9Q: 3 clusters Score -68329.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -68420.335938 Penalty: 3165.380615
	Iteration 10Q: 3 clusters Score -68420.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -68588.335938 Penalty: 3165.380615
	Iteration 11Q: 3 clusters Score -68588.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -68697.070312 Penalty: 3165.380615
	Iteration 12Q: 3 clusters Score -68697.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -68748.789062 Penalty: 3165.380615
	Iteration 13Q: 3 clusters Score -68748.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -68784.015625 Penalty: 3165.380615
	Iteration 14Q: 3 clusters Score -68784.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -68824.390625 Penalty: 3165.380615
	Iteration 15Q: 3 clusters Score -68824.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -68853.484375 Penalty: 3165.380615
	Iteration 16Q: 3 clusters Score -68853.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -68861.132812 Penalty: 3165.380615
	Iteration 17Q: 3 clusters Score -68861.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -68867.179688 Penalty: 3165.380615
	Iteration 18Q: 3 clusters Score -68867.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -68870.343750 Penalty: 3165.380615
	Iteration 19F: 3 clusters Score -68870.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -68875.093750 Penalty: 3165.380615
	Iteration 20F: 3 clusters Score -68875.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65827 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 263 members 
Mstep: Class 5 contains 161681 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 31223 members 
Mstep: Class 8 contains 136083 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164106 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 130994 members 
Mstep: Class 13 contains 17293 members 
Mstep: Class 14 contains 16925 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32731 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180107 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Mstep: Class 26 contains 328 members 
Entering Unmasked Estep 
Score: -132673320.000000 Penalty: 88826.445312
Splitting cluster 4 changes total score from -132674992.000000 to -132673320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (161681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161681 members 
Entering Unmasked Estep 
Score: -22605088.000000 Penalty: 2974.358398
	Iteration 0F: 2 clusters Score -2.260509e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81084 members 
Mstep: Class 2 contains 80597 members 
Entering Unmasked Estep 
Score: -22500852.000000 Penalty: 5948.716797
	Iteration 0F: 3 clusters Score -2.250085e+07 nChanged 77532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84056 members 
Mstep: Class 2 contains 77625 members 
Entering Unmasked Estep 
Score: -22545314.000000 Penalty: 5948.716797
	Iteration 1F: 3 clusters Score -2.254531e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85998 members 
Mstep: Class 2 contains 75683 members 
Entering Unmasked Estep 
Score: -22546504.000000 Penalty: 5948.716797
	Iteration 2Q: 3 clusters Score -2.25465e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89082 members 
Mstep: Class 2 contains 72599 members 
Entering Unmasked Estep 
Score: -22548352.000000 Penalty: 5948.716797
	Iteration 3Q: 3 clusters Score -2.254835e+07 nChanged 6812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93860 members 
Mstep: Class 2 contains 67821 members 
Entering Unmasked Estep 
Score: -22550980.000000 Penalty: 5948.716797
	Iteration 4Q: 3 clusters Score -2.255098e+07 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100828 members 
Mstep: Class 2 contains 60853 members 
Entering Unmasked Estep 
Score: -22556070.000000 Penalty: 5948.716797
	Iteration 5F: 3 clusters Score -2.255607e+07 nChanged 10797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110231 members 
Mstep: Class 2 contains 51450 members 
Entering Unmasked Estep 
Score: -22564068.000000 Penalty: 5948.716797
	Iteration 6F: 3 clusters Score -2.256407e+07 nChanged 12305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121494 members 
Mstep: Class 2 contains 40187 members 
Entering Unmasked Estep 
Score: -22574550.000000 Penalty: 5948.716797
	Iteration 7F: 3 clusters Score -2.257455e+07 nChanged 11486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132314 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -22584218.000000 Penalty: 5948.716797
	Iteration 8F: 3 clusters Score -2.258422e+07 nChanged 8985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140947 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -22591094.000000 Penalty: 5948.716797
	Iteration 9F: 3 clusters Score -2.259109e+07 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147286 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -22595430.000000 Penalty: 5948.716797
	Iteration 10Q: 3 clusters Score -2.259543e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152052 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -22598532.000000 Penalty: 5948.716797
	Iteration 11Q: 3 clusters Score -2.259853e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155457 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -22600688.000000 Penalty: 5948.716797
	Iteration 12Q: 3 clusters Score -2.260069e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157680 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -22602178.000000 Penalty: 5948.716797
	Iteration 13Q: 3 clusters Score -2.260218e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159020 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -22602892.000000 Penalty: 5948.716797
	Iteration 14Q: 3 clusters Score -2.260289e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159803 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -22603326.000000 Penalty: 5948.716797
	Iteration 15Q: 3 clusters Score -2.260333e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160215 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -22603484.000000 Penalty: 5948.716797
	Iteration 16Q: 3 clusters Score -2.260348e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160434 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -22603572.000000 Penalty: 5948.716797
	Iteration 17Q: 3 clusters Score -2.260357e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160570 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -22603610.000000 Penalty: 5948.716797
	Iteration 18Q: 3 clusters Score -2.260361e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160664 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -22603600.000000 Penalty: 5948.716797
	Iteration 19Q: 3 clusters Score -2.26036e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160750 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -22603620.000000 Penalty: 5948.716797
	Iteration 20F: 3 clusters Score -2.260362e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160793 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -22603628.000000 Penalty: 5948.716797
	Iteration 21Q: 3 clusters Score -2.260363e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160824 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -22603676.000000 Penalty: 5948.716797
	Iteration 22Q: 3 clusters Score -2.260368e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160844 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -22603668.000000 Penalty: 5948.716797
	Iteration 23Q: 3 clusters Score -2.260367e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160853 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -22603642.000000 Penalty: 5948.716797
	Iteration 24Q: 3 clusters Score -2.260364e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160860 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -22603638.000000 Penalty: 5948.716797
	Iteration 25Q: 3 clusters Score -2.260364e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160868 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -22603634.000000 Penalty: 5948.716797
	Iteration 26Q: 3 clusters Score -2.260363e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160872 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -22603636.000000 Penalty: 5948.716797
	Iteration 27Q: 3 clusters Score -2.260364e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160873 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -22603632.000000 Penalty: 5948.716797
	Iteration 28Q: 3 clusters Score -2.260363e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160879 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -22603632.000000 Penalty: 5948.716797
	Iteration 29Q: 3 clusters Score -2.260363e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160885 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -22603626.000000 Penalty: 5948.716797
	Iteration 30Q: 3 clusters Score -2.260363e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160893 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -22603644.000000 Penalty: 5948.716797
	Iteration 31Q: 3 clusters Score -2.260364e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160905 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -22603636.000000 Penalty: 5948.716797
	Iteration 32Q: 3 clusters Score -2.260364e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160916 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -22603628.000000 Penalty: 5948.716797
	Iteration 33Q: 3 clusters Score -2.260363e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160922 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -22603622.000000 Penalty: 5948.716797
	Iteration 34Q: 3 clusters Score -2.260362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160928 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -22603624.000000 Penalty: 5948.716797
	Iteration 35Q: 3 clusters Score -2.260362e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160934 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -22603628.000000 Penalty: 5948.716797
	Iteration 36Q: 3 clusters Score -2.260363e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160938 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -22603622.000000 Penalty: 5948.716797
	Iteration 37Q: 3 clusters Score -2.260362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160938 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -22603616.000000 Penalty: 5948.716797
	Iteration 38Q: 3 clusters Score -2.260362e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160937 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -22603632.000000 Penalty: 5948.716797
	Iteration 39Q: 3 clusters Score -2.260363e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160937 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -22603632.000000 Penalty: 5948.716797
	Iteration 40F: 3 clusters Score -2.260363e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Entering Unmasked Estep 
Score: -528268.812500 Penalty: 2046.218506
	Iteration 0F: 2 clusters Score -528268.8 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 1946 members 
Entering Unmasked Estep 
Score: -524446.625000 Penalty: 4092.437012
	Iteration 0F: 3 clusters Score -524446.6 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -525378.312500 Penalty: 4092.437012
	Iteration 1F: 3 clusters Score -525378.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -525594.562500 Penalty: 4092.437012
	Iteration 2F: 3 clusters Score -525594.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -525713.750000 Penalty: 4092.437012
	Iteration 3F: 3 clusters Score -525713.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -525794.125000 Penalty: 4092.437012
	Iteration 4Q: 3 clusters Score -525794.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -525854.750000 Penalty: 4092.437012
	Iteration 5Q: 3 clusters Score -525854.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -525915.125000 Penalty: 4092.437012
	Iteration 6Q: 3 clusters Score -525915.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -525995.750000 Penalty: 4092.437012
	Iteration 7Q: 3 clusters Score -525995.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -526078.500000 Penalty: 4092.437012
	Iteration 8Q: 3 clusters Score -526078.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -526162.125000 Penalty: 4092.437012
	Iteration 9Q: 3 clusters Score -526162.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -526237.500000 Penalty: 4092.437012
	Iteration 10Q: 3 clusters Score -526237.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -526297.375000 Penalty: 4092.437012
	Iteration 11Q: 3 clusters Score -526297.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -526340.312500 Penalty: 4092.437012
	Iteration 12Q: 3 clusters Score -526340.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -526378.937500 Penalty: 4092.437012
	Iteration 13Q: 3 clusters Score -526378.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -526418.000000 Penalty: 4092.437012
	Iteration 14Q: 3 clusters Score -526418 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -526452.687500 Penalty: 4092.437012
	Iteration 15Q: 3 clusters Score -526452.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -526492.437500 Penalty: 4092.437012
	Iteration 16Q: 3 clusters Score -526492.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -526519.812500 Penalty: 4092.437012
	Iteration 17Q: 3 clusters Score -526519.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -526550.250000 Penalty: 4092.437012
	Iteration 18Q: 3 clusters Score -526550.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -526579.437500 Penalty: 4092.437012
	Iteration 19Q: 3 clusters Score -526579.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -526599.250000 Penalty: 4092.437012
	Iteration 20F: 3 clusters Score -526599.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -526617.625000 Penalty: 4092.437012
	Iteration 21Q: 3 clusters Score -526617.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -526638.250000 Penalty: 4092.437012
	Iteration 22Q: 3 clusters Score -526638.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -526677.000000 Penalty: 4092.437012
	Iteration 23Q: 3 clusters Score -526677 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -526728.500000 Penalty: 4092.437012
	Iteration 24Q: 3 clusters Score -526728.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -526797.125000 Penalty: 4092.437012
	Iteration 25Q: 3 clusters Score -526797.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -526843.125000 Penalty: 4092.437012
	Iteration 26Q: 3 clusters Score -526843.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -526873.062500 Penalty: 4092.437012
	Iteration 27Q: 3 clusters Score -526873.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -526899.437500 Penalty: 4092.437012
	Iteration 28Q: 3 clusters Score -526899.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -526924.500000 Penalty: 4092.437012
	Iteration 29Q: 3 clusters Score -526924.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -526946.125000 Penalty: 4092.437012
	Iteration 30Q: 3 clusters Score -526946.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -526971.187500 Penalty: 4092.437012
	Iteration 31Q: 3 clusters Score -526971.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -526991.625000 Penalty: 4092.437012
	Iteration 32Q: 3 clusters Score -526991.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -527004.750000 Penalty: 4092.437012
	Iteration 33Q: 3 clusters Score -527004.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -527016.312500 Penalty: 4092.437012
	Iteration 34Q: 3 clusters Score -527016.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -527020.125000 Penalty: 4092.437012
	Iteration 35Q: 3 clusters Score -527020.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -527024.125000 Penalty: 4092.437012
	Iteration 36Q: 3 clusters Score -527024.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -527028.125000 Penalty: 4092.437012
	Iteration 37Q: 3 clusters Score -527028.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -527031.812500 Penalty: 4092.437012
	Iteration 38Q: 3 clusters Score -527031.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -527036.500000 Penalty: 4092.437012
	Iteration 39Q: 3 clusters Score -527036.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -527046.937500 Penalty: 4092.437012
	Iteration 40F: 3 clusters Score -527046.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -527051.625000 Penalty: 4092.437012
	Iteration 41Q: 3 clusters Score -527051.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -527056.187500 Penalty: 4092.437012
	Iteration 42Q: 3 clusters Score -527056.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -527059.500000 Penalty: 4092.437012
	Iteration 43Q: 3 clusters Score -527059.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -527065.812500 Penalty: 4092.437012
	Iteration 44Q: 3 clusters Score -527065.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -527071.687500 Penalty: 4092.437012
	Iteration 45Q: 3 clusters Score -527071.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -527077.375000 Penalty: 4092.437012
	Iteration 46Q: 3 clusters Score -527077.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -527080.687500 Penalty: 4092.437012
	Iteration 47Q: 3 clusters Score -527080.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -527081.500000 Penalty: 4092.437012
	Iteration 48Q: 3 clusters Score -527081.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -527081.062500 Penalty: 4092.437012
	Iteration 49Q: 3 clusters Score -527081.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -527081.062500 Penalty: 4092.437012
	Iteration 50F: 3 clusters Score -527081.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Entering Unmasked Estep 
Score: -4252634.000000 Penalty: 2566.529785
	Iteration 0F: 2 clusters Score -4252634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -4231391.000000 Penalty: 5133.059570
	Iteration 0F: 3 clusters Score -4231391 nChanged 13938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -4239596.000000 Penalty: 5133.059570
	Iteration 1F: 3 clusters Score -4239596 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -4241221.000000 Penalty: 5133.059570
	Iteration 2F: 3 clusters Score -4241221 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -4243125.000000 Penalty: 5133.059570
	Iteration 3F: 3 clusters Score -4243125 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -4245134.500000 Penalty: 5133.059570
	Iteration 4F: 3 clusters Score -4245134 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -4246964.000000 Penalty: 5133.059570
	Iteration 5F: 3 clusters Score -4246964 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -4248367.000000 Penalty: 5133.059570
	Iteration 6F: 3 clusters Score -4248367 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -4249353.000000 Penalty: 5133.059570
	Iteration 7F: 3 clusters Score -4249353 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -4250043.500000 Penalty: 5133.059570
	Iteration 8Q: 3 clusters Score -4250044 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -4250529.500000 Penalty: 5133.059570
	Iteration 9Q: 3 clusters Score -4250530 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -4250913.000000 Penalty: 5133.059570
	Iteration 10Q: 3 clusters Score -4250913 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -4251189.500000 Penalty: 5133.059570
	Iteration 11Q: 3 clusters Score -4251190 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -4251441.500000 Penalty: 5133.059570
	Iteration 12Q: 3 clusters Score -4251442 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -4251682.500000 Penalty: 5133.059570
	Iteration 13Q: 3 clusters Score -4251682 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -4251925.500000 Penalty: 5133.059570
	Iteration 14Q: 3 clusters Score -4251926 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -4252144.000000 Penalty: 5133.059570
	Iteration 15Q: 3 clusters Score -4252144 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -4252351.000000 Penalty: 5133.059570
	Iteration 16Q: 3 clusters Score -4252351 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -4252549.500000 Penalty: 5133.059570
	Iteration 17Q: 3 clusters Score -4252550 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -4252690.000000 Penalty: 5133.059570
	Iteration 18Q: 3 clusters Score -4252690 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4252775.000000 Penalty: 5133.059570
	Iteration 19Q: 3 clusters Score -4252775 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4252817.500000 Penalty: 5133.059570
	Iteration 20F: 3 clusters Score -4252818 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4252848.500000 Penalty: 5133.059570
	Iteration 21Q: 3 clusters Score -4252848 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -4252859.500000 Penalty: 5133.059570
	Iteration 22Q: 3 clusters Score -4252860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -4252859.000000 Penalty: 5133.059570
	Iteration 23Q: 3 clusters Score -4252859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4252860.500000 Penalty: 5133.059570
	Iteration 24Q: 3 clusters Score -4252860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -4252868.500000 Penalty: 5133.059570
	Iteration 25Q: 3 clusters Score -4252868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -4252866.000000 Penalty: 5133.059570
	Iteration 26Q: 3 clusters Score -4252866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4252866.000000 Penalty: 5133.059570
	Iteration 27Q: 3 clusters Score -4252866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4252865.500000 Penalty: 5133.059570
	Iteration 28Q: 3 clusters Score -4252866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4252870.500000 Penalty: 5133.059570
	Iteration 29Q: 3 clusters Score -4252870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4252865.000000 Penalty: 5133.059570
	Iteration 30Q: 3 clusters Score -4252865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -4252868.500000 Penalty: 5133.059570
	Iteration 31Q: 3 clusters Score -4252868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -4252868.500000 Penalty: 5133.059570
	Iteration 32F: 3 clusters Score -4252868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65827 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161681 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 29780 members 
Mstep: Class 8 contains 136083 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164106 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 130994 members 
Mstep: Class 13 contains 17293 members 
Mstep: Class 14 contains 16925 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32731 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180107 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Mstep: Class 26 contains 1443 members 
Entering Unmasked Estep 
Score: -132674296.000000 Penalty: 88826.445312
Splitting cluster 7 changes total score from -132674992.000000 to -132674296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (136083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136083 members 
Entering Unmasked Estep 
Score: -19106478.000000 Penalty: 2931.613037
	Iteration 0F: 2 clusters Score -1.910648e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68130 members 
Mstep: Class 2 contains 67953 members 
Entering Unmasked Estep 
Score: -19021202.000000 Penalty: 5863.226074
	Iteration 0F: 3 clusters Score -1.90212e+07 nChanged 64948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67708 members 
Mstep: Class 2 contains 68375 members 
Entering Unmasked Estep 
Score: -19058546.000000 Penalty: 5863.226074
	Iteration 1F: 3 clusters Score -1.905855e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67500 members 
Mstep: Class 2 contains 68583 members 
Entering Unmasked Estep 
Score: -19059896.000000 Penalty: 5863.226074
	Iteration 2Q: 3 clusters Score -1.90599e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67255 members 
Mstep: Class 2 contains 68828 members 
Entering Unmasked Estep 
Score: -19061824.000000 Penalty: 5863.226074
	Iteration 3Q: 3 clusters Score -1.906182e+07 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66980 members 
Mstep: Class 2 contains 69103 members 
Entering Unmasked Estep 
Score: -19064228.000000 Penalty: 5863.226074
	Iteration 4Q: 3 clusters Score -1.906423e+07 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66795 members 
Mstep: Class 2 contains 69288 members 
Entering Unmasked Estep 
Score: -19067254.000000 Penalty: 5863.226074
	Iteration 5Q: 3 clusters Score -1.906725e+07 nChanged 7067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66924 members 
Mstep: Class 2 contains 69159 members 
Entering Unmasked Estep 
Score: -19071004.000000 Penalty: 5863.226074
	Iteration 6F: 3 clusters Score -1.9071e+07 nChanged 7701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67203 members 
Mstep: Class 2 contains 68880 members 
Entering Unmasked Estep 
Score: -19075338.000000 Penalty: 5863.226074
	Iteration 7F: 3 clusters Score -1.907534e+07 nChanged 8158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67755 members 
Mstep: Class 2 contains 68328 members 
Entering Unmasked Estep 
Score: -19080564.000000 Penalty: 5863.226074
	Iteration 8F: 3 clusters Score -1.908056e+07 nChanged 8040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68513 members 
Mstep: Class 2 contains 67570 members 
Entering Unmasked Estep 
Score: -19085684.000000 Penalty: 5863.226074
	Iteration 9F: 3 clusters Score -1.908568e+07 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69214 members 
Mstep: Class 2 contains 66869 members 
Entering Unmasked Estep 
Score: -19089708.000000 Penalty: 5863.226074
	Iteration 10F: 3 clusters Score -1.908971e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69855 members 
Mstep: Class 2 contains 66228 members 
Entering Unmasked Estep 
Score: -19091698.000000 Penalty: 5863.226074
	Iteration 11Q: 3 clusters Score -1.90917e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70419 members 
Mstep: Class 2 contains 65664 members 
Entering Unmasked Estep 
Score: -19092698.000000 Penalty: 5863.226074
	Iteration 12Q: 3 clusters Score -1.90927e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70995 members 
Mstep: Class 2 contains 65088 members 
Entering Unmasked Estep 
Score: -19093328.000000 Penalty: 5863.226074
	Iteration 13Q: 3 clusters Score -1.909333e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71601 members 
Mstep: Class 2 contains 64482 members 
Entering Unmasked Estep 
Score: -19093730.000000 Penalty: 5863.226074
	Iteration 14Q: 3 clusters Score -1.909373e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72225 members 
Mstep: Class 2 contains 63858 members 
Entering Unmasked Estep 
Score: -19094112.000000 Penalty: 5863.226074
	Iteration 15Q: 3 clusters Score -1.909411e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72919 members 
Mstep: Class 2 contains 63164 members 
Entering Unmasked Estep 
Score: -19094392.000000 Penalty: 5863.226074
	Iteration 16Q: 3 clusters Score -1.909439e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73723 members 
Mstep: Class 2 contains 62360 members 
Entering Unmasked Estep 
Score: -19094662.000000 Penalty: 5863.226074
	Iteration 17Q: 3 clusters Score -1.909466e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74570 members 
Mstep: Class 2 contains 61513 members 
Entering Unmasked Estep 
Score: -19094994.000000 Penalty: 5863.226074
	Iteration 18Q: 3 clusters Score -1.909499e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75512 members 
Mstep: Class 2 contains 60571 members 
Entering Unmasked Estep 
Score: -19095308.000000 Penalty: 5863.226074
	Iteration 19Q: 3 clusters Score -1.909531e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76581 members 
Mstep: Class 2 contains 59502 members 
Entering Unmasked Estep 
Score: -19095688.000000 Penalty: 5863.226074
	Iteration 20F: 3 clusters Score -1.909569e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77739 members 
Mstep: Class 2 contains 58344 members 
Entering Unmasked Estep 
Score: -19096066.000000 Penalty: 5863.226074
	Iteration 21Q: 3 clusters Score -1.909607e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78948 members 
Mstep: Class 2 contains 57135 members 
Entering Unmasked Estep 
Score: -19096318.000000 Penalty: 5863.226074
	Iteration 22Q: 3 clusters Score -1.909632e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80227 members 
Mstep: Class 2 contains 55856 members 
Entering Unmasked Estep 
Score: -19096762.000000 Penalty: 5863.226074
	Iteration 23Q: 3 clusters Score -1.909676e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81603 members 
Mstep: Class 2 contains 54480 members 
Entering Unmasked Estep 
Score: -19097076.000000 Penalty: 5863.226074
	Iteration 24Q: 3 clusters Score -1.909708e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83111 members 
Mstep: Class 2 contains 52972 members 
Entering Unmasked Estep 
Score: -19097454.000000 Penalty: 5863.226074
	Iteration 25Q: 3 clusters Score -1.909745e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84669 members 
Mstep: Class 2 contains 51414 members 
Entering Unmasked Estep 
Score: -19097900.000000 Penalty: 5863.226074
	Iteration 26Q: 3 clusters Score -1.90979e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86291 members 
Mstep: Class 2 contains 49792 members 
Entering Unmasked Estep 
Score: -19098516.000000 Penalty: 5863.226074
	Iteration 27Q: 3 clusters Score -1.909852e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87999 members 
Mstep: Class 2 contains 48084 members 
Entering Unmasked Estep 
Score: -19098988.000000 Penalty: 5863.226074
	Iteration 28Q: 3 clusters Score -1.909899e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89675 members 
Mstep: Class 2 contains 46408 members 
Entering Unmasked Estep 
Score: -19099578.000000 Penalty: 5863.226074
	Iteration 29Q: 3 clusters Score -1.909958e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91283 members 
Mstep: Class 2 contains 44800 members 
Entering Unmasked Estep 
Score: -19099996.000000 Penalty: 5863.226074
	Iteration 30Q: 3 clusters Score -1.91e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92904 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
Score: -19100528.000000 Penalty: 5863.226074
	Iteration 31Q: 3 clusters Score -1.910053e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94527 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -19101164.000000 Penalty: 5863.226074
	Iteration 32Q: 3 clusters Score -1.910116e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96130 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -19101620.000000 Penalty: 5863.226074
	Iteration 33Q: 3 clusters Score -1.910162e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97691 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -19102046.000000 Penalty: 5863.226074
	Iteration 34Q: 3 clusters Score -1.910205e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99057 members 
Mstep: Class 2 contains 37026 members 
Entering Unmasked Estep 
Score: -19102356.000000 Penalty: 5863.226074
	Iteration 35Q: 3 clusters Score -1.910236e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100356 members 
Mstep: Class 2 contains 35727 members 
Entering Unmasked Estep 
Score: -19102586.000000 Penalty: 5863.226074
	Iteration 36Q: 3 clusters Score -1.910259e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101566 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -19102906.000000 Penalty: 5863.226074
	Iteration 37Q: 3 clusters Score -1.910291e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102664 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -19103050.000000 Penalty: 5863.226074
	Iteration 38Q: 3 clusters Score -1.910305e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103641 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -19103218.000000 Penalty: 5863.226074
	Iteration 39Q: 3 clusters Score -1.910322e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104549 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -19103386.000000 Penalty: 5863.226074
	Iteration 40F: 3 clusters Score -1.910339e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105397 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -19103486.000000 Penalty: 5863.226074
	Iteration 41Q: 3 clusters Score -1.910349e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106181 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -19103550.000000 Penalty: 5863.226074
	Iteration 42Q: 3 clusters Score -1.910355e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106911 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -19103698.000000 Penalty: 5863.226074
	Iteration 43Q: 3 clusters Score -1.91037e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107650 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -19103630.000000 Penalty: 5863.226074
	Iteration 44Q: 3 clusters Score -1.910363e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108335 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -19103650.000000 Penalty: 5863.226074
	Iteration 45Q: 3 clusters Score -1.910365e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108992 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -19103704.000000 Penalty: 5863.226074
	Iteration 46Q: 3 clusters Score -1.91037e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109534 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -19103760.000000 Penalty: 5863.226074
	Iteration 47Q: 3 clusters Score -1.910376e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110029 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -19103760.000000 Penalty: 5863.226074
	Iteration 48Q: 3 clusters Score -1.910376e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110490 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -19103790.000000 Penalty: 5863.226074
	Iteration 49Q: 3 clusters Score -1.910379e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110939 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -19103776.000000 Penalty: 5863.226074
	Iteration 50Q: 3 clusters Score -1.910378e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111344 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -19103858.000000 Penalty: 5863.226074
	Iteration 51Q: 3 clusters Score -1.910386e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111708 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -19103878.000000 Penalty: 5863.226074
	Iteration 52Q: 3 clusters Score -1.910388e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112027 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -19103920.000000 Penalty: 5863.226074
	Iteration 53Q: 3 clusters Score -1.910392e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112336 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -19103912.000000 Penalty: 5863.226074
	Iteration 54Q: 3 clusters Score -1.910391e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112607 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -19103966.000000 Penalty: 5863.226074
	Iteration 55Q: 3 clusters Score -1.910397e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112850 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -19103990.000000 Penalty: 5863.226074
	Iteration 56Q: 3 clusters Score -1.910399e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113095 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -19103958.000000 Penalty: 5863.226074
	Iteration 57Q: 3 clusters Score -1.910396e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113322 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -19103930.000000 Penalty: 5863.226074
	Iteration 58Q: 3 clusters Score -1.910393e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113534 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -19103948.000000 Penalty: 5863.226074
	Iteration 59Q: 3 clusters Score -1.910395e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113716 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -19103962.000000 Penalty: 5863.226074
	Iteration 60F: 3 clusters Score -1.910396e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113890 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -19103956.000000 Penalty: 5863.226074
	Iteration 61Q: 3 clusters Score -1.910396e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114054 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -19103998.000000 Penalty: 5863.226074
	Iteration 62Q: 3 clusters Score -1.9104e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114203 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -19104004.000000 Penalty: 5863.226074
	Iteration 63Q: 3 clusters Score -1.9104e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114351 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -19104010.000000 Penalty: 5863.226074
	Iteration 64Q: 3 clusters Score -1.910401e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114478 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -19104024.000000 Penalty: 5863.226074
	Iteration 65Q: 3 clusters Score -1.910402e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114595 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -19103996.000000 Penalty: 5863.226074
	Iteration 66Q: 3 clusters Score -1.9104e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114706 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -19104006.000000 Penalty: 5863.226074
	Iteration 67Q: 3 clusters Score -1.910401e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114814 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -19103980.000000 Penalty: 5863.226074
	Iteration 68Q: 3 clusters Score -1.910398e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114903 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -19103964.000000 Penalty: 5863.226074
	Iteration 69Q: 3 clusters Score -1.910396e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115004 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -19103972.000000 Penalty: 5863.226074
	Iteration 70Q: 3 clusters Score -1.910397e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115095 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -19103976.000000 Penalty: 5863.226074
	Iteration 71Q: 3 clusters Score -1.910398e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115174 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -19103992.000000 Penalty: 5863.226074
	Iteration 72Q: 3 clusters Score -1.910399e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115250 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -19104012.000000 Penalty: 5863.226074
	Iteration 73Q: 3 clusters Score -1.910401e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115321 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -19103974.000000 Penalty: 5863.226074
	Iteration 74Q: 3 clusters Score -1.910397e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115386 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -19103982.000000 Penalty: 5863.226074
	Iteration 75Q: 3 clusters Score -1.910398e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115439 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -19104002.000000 Penalty: 5863.226074
	Iteration 76Q: 3 clusters Score -1.9104e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115497 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -19104020.000000 Penalty: 5863.226074
	Iteration 77Q: 3 clusters Score -1.910402e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115530 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -19104020.000000 Penalty: 5863.226074
	Iteration 78Q: 3 clusters Score -1.910402e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115577 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -19104016.000000 Penalty: 5863.226074
	Iteration 79Q: 3 clusters Score -1.910402e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115628 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -19104038.000000 Penalty: 5863.226074
	Iteration 80F: 3 clusters Score -1.910404e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115674 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -19104038.000000 Penalty: 5863.226074
	Iteration 81Q: 3 clusters Score -1.910404e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115726 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -19104022.000000 Penalty: 5863.226074
	Iteration 82Q: 3 clusters Score -1.910402e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115777 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -19103994.000000 Penalty: 5863.226074
	Iteration 83Q: 3 clusters Score -1.910399e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115828 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -19103964.000000 Penalty: 5863.226074
	Iteration 84Q: 3 clusters Score -1.910396e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115872 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -19103970.000000 Penalty: 5863.226074
	Iteration 85Q: 3 clusters Score -1.910397e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115914 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -19103982.000000 Penalty: 5863.226074
	Iteration 86Q: 3 clusters Score -1.910398e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115954 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -19103950.000000 Penalty: 5863.226074
	Iteration 87Q: 3 clusters Score -1.910395e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115988 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -19103970.000000 Penalty: 5863.226074
	Iteration 88Q: 3 clusters Score -1.910397e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116013 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -19103968.000000 Penalty: 5863.226074
	Iteration 89Q: 3 clusters Score -1.910397e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116038 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -19103984.000000 Penalty: 5863.226074
	Iteration 90Q: 3 clusters Score -1.910398e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116065 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -19103980.000000 Penalty: 5863.226074
	Iteration 91Q: 3 clusters Score -1.910398e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116085 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -19103962.000000 Penalty: 5863.226074
	Iteration 92Q: 3 clusters Score -1.910396e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116111 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -19103970.000000 Penalty: 5863.226074
	Iteration 93Q: 3 clusters Score -1.910397e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116127 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -19103952.000000 Penalty: 5863.226074
	Iteration 94Q: 3 clusters Score -1.910395e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116152 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -19103932.000000 Penalty: 5863.226074
	Iteration 95Q: 3 clusters Score -1.910393e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116171 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -19103948.000000 Penalty: 5863.226074
	Iteration 96Q: 3 clusters Score -1.910395e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116184 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -19103932.000000 Penalty: 5863.226074
	Iteration 97Q: 3 clusters Score -1.910393e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116200 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -19103938.000000 Penalty: 5863.226074
	Iteration 98Q: 3 clusters Score -1.910394e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116213 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -19103918.000000 Penalty: 5863.226074
	Iteration 99Q: 3 clusters Score -1.910392e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116222 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -19103904.000000 Penalty: 5863.226074
	Iteration 100F: 3 clusters Score -1.91039e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116228 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -19103910.000000 Penalty: 5863.226074
	Iteration 101Q: 3 clusters Score -1.910391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116232 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -19103926.000000 Penalty: 5863.226074
	Iteration 102Q: 3 clusters Score -1.910393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116237 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -19103924.000000 Penalty: 5863.226074
	Iteration 103Q: 3 clusters Score -1.910392e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116244 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -19103942.000000 Penalty: 5863.226074
	Iteration 104Q: 3 clusters Score -1.910394e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116253 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -19103950.000000 Penalty: 5863.226074
	Iteration 105Q: 3 clusters Score -1.910395e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116261 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -19103954.000000 Penalty: 5863.226074
	Iteration 106Q: 3 clusters Score -1.910395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116265 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -19103944.000000 Penalty: 5863.226074
	Iteration 107Q: 3 clusters Score -1.910394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116269 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -19103958.000000 Penalty: 5863.226074
	Iteration 108Q: 3 clusters Score -1.910396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116274 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -19103942.000000 Penalty: 5863.226074
	Iteration 109Q: 3 clusters Score -1.910394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116274 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -19103938.000000 Penalty: 5863.226074
	Iteration 110Q: 3 clusters Score -1.910394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116275 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -19103942.000000 Penalty: 5863.226074
	Iteration 111Q: 3 clusters Score -1.910394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116278 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -19103944.000000 Penalty: 5863.226074
	Iteration 112Q: 3 clusters Score -1.910394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116281 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -19103942.000000 Penalty: 5863.226074
	Iteration 113Q: 3 clusters Score -1.910394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116282 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -19103944.000000 Penalty: 5863.226074
	Iteration 114Q: 3 clusters Score -1.910394e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116282 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -19103944.000000 Penalty: 5863.226074
	Iteration 115F: 3 clusters Score -1.910394e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -80564.335938 Penalty: 1586.851562
	Iteration 0F: 2 clusters Score -80564.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -78925.218750 Penalty: 3173.703125
	Iteration 0F: 3 clusters Score -78925.22 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -79144.125000 Penalty: 3173.703125
	Iteration 1F: 3 clusters Score -79144.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -79257.148438 Penalty: 3173.703125
	Iteration 2F: 3 clusters Score -79257.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -79303.601562 Penalty: 3173.703125
	Iteration 3Q: 3 clusters Score -79303.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -79312.585938 Penalty: 3173.703125
	Iteration 4Q: 3 clusters Score -79312.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -79322.179688 Penalty: 3173.703125
	Iteration 5Q: 3 clusters Score -79322.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -79325.945312 Penalty: 3173.703125
	Iteration 6Q: 3 clusters Score -79325.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -79329.632812 Penalty: 3173.703125
	Iteration 7Q: 3 clusters Score -79329.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -79332.062500 Penalty: 3173.703125
	Iteration 8Q: 3 clusters Score -79332.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -79332.062500 Penalty: 3173.703125
	Iteration 9F: 3 clusters Score -79332.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (164106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164106 members 
Entering Unmasked Estep 
Score: -22888340.000000 Penalty: 2978.050293
	Iteration 0F: 2 clusters Score -2.288834e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82036 members 
Mstep: Class 2 contains 82070 members 
Entering Unmasked Estep 
Score: -22782360.000000 Penalty: 5956.100586
	Iteration 0F: 3 clusters Score -2.278236e+07 nChanged 78601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81599 members 
Mstep: Class 2 contains 82507 members 
Entering Unmasked Estep 
Score: -22829682.000000 Penalty: 5956.100586
	Iteration 1F: 3 clusters Score -2.282968e+07 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81225 members 
Mstep: Class 2 contains 82881 members 
Entering Unmasked Estep 
Score: -22831964.000000 Penalty: 5956.100586
	Iteration 2Q: 3 clusters Score -2.283196e+07 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80190 members 
Mstep: Class 2 contains 83916 members 
Entering Unmasked Estep 
Score: -22835220.000000 Penalty: 5956.100586
	Iteration 3Q: 3 clusters Score -2.283522e+07 nChanged 8672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78170 members 
Mstep: Class 2 contains 85936 members 
Entering Unmasked Estep 
Score: -22839876.000000 Penalty: 5956.100586
	Iteration 4F: 3 clusters Score -2.283988e+07 nChanged 10305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74781 members 
Mstep: Class 2 contains 89325 members 
Entering Unmasked Estep 
Score: -22846414.000000 Penalty: 5956.100586
	Iteration 5F: 3 clusters Score -2.284641e+07 nChanged 11474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70105 members 
Mstep: Class 2 contains 94001 members 
Entering Unmasked Estep 
Score: -22854386.000000 Penalty: 5956.100586
	Iteration 6F: 3 clusters Score -2.285439e+07 nChanged 11135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65150 members 
Mstep: Class 2 contains 98956 members 
Entering Unmasked Estep 
Score: -22862846.000000 Penalty: 5956.100586
	Iteration 7F: 3 clusters Score -2.286285e+07 nChanged 9152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60856 members 
Mstep: Class 2 contains 103250 members 
Entering Unmasked Estep 
Score: -22868530.000000 Penalty: 5956.100586
	Iteration 8F: 3 clusters Score -2.286853e+07 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57130 members 
Mstep: Class 2 contains 106976 members 
Entering Unmasked Estep 
Score: -22871152.000000 Penalty: 5956.100586
	Iteration 9Q: 3 clusters Score -2.287115e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53537 members 
Mstep: Class 2 contains 110569 members 
Entering Unmasked Estep 
Score: -22872608.000000 Penalty: 5956.100586
	Iteration 10Q: 3 clusters Score -2.287261e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49827 members 
Mstep: Class 2 contains 114279 members 
Entering Unmasked Estep 
Score: -22873588.000000 Penalty: 5956.100586
	Iteration 11Q: 3 clusters Score -2.287359e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45920 members 
Mstep: Class 2 contains 118186 members 
Entering Unmasked Estep 
Score: -22874754.000000 Penalty: 5956.100586
	Iteration 12Q: 3 clusters Score -2.287475e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 122279 members 
Entering Unmasked Estep 
Score: -22876216.000000 Penalty: 5956.100586
	Iteration 13Q: 3 clusters Score -2.287622e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 126383 members 
Entering Unmasked Estep 
Score: -22877662.000000 Penalty: 5956.100586
	Iteration 14Q: 3 clusters Score -2.287766e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 130452 members 
Entering Unmasked Estep 
Score: -22879148.000000 Penalty: 5956.100586
	Iteration 15Q: 3 clusters Score -2.287915e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 134398 members 
Entering Unmasked Estep 
Score: -22880994.000000 Penalty: 5956.100586
	Iteration 16Q: 3 clusters Score -2.288099e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 138064 members 
Entering Unmasked Estep 
Score: -22882560.000000 Penalty: 5956.100586
	Iteration 17Q: 3 clusters Score -2.288256e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 141385 members 
Entering Unmasked Estep 
Score: -22883808.000000 Penalty: 5956.100586
	Iteration 18Q: 3 clusters Score -2.288381e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 144337 members 
Entering Unmasked Estep 
Score: -22885032.000000 Penalty: 5956.100586
	Iteration 19Q: 3 clusters Score -2.288503e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 146944 members 
Entering Unmasked Estep 
Score: -22885948.000000 Penalty: 5956.100586
	Iteration 20F: 3 clusters Score -2.288595e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 149175 members 
Entering Unmasked Estep 
Score: -22886678.000000 Penalty: 5956.100586
	Iteration 21Q: 3 clusters Score -2.288668e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 151095 members 
Entering Unmasked Estep 
Score: -22887308.000000 Penalty: 5956.100586
	Iteration 22Q: 3 clusters Score -2.288731e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 152714 members 
Entering Unmasked Estep 
Score: -22887772.000000 Penalty: 5956.100586
	Iteration 23Q: 3 clusters Score -2.288777e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 154106 members 
Entering Unmasked Estep 
Score: -22888028.000000 Penalty: 5956.100586
	Iteration 24Q: 3 clusters Score -2.288803e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 155301 members 
Entering Unmasked Estep 
Score: -22888200.000000 Penalty: 5956.100586
	Iteration 25Q: 3 clusters Score -2.28882e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 156283 members 
Entering Unmasked Estep 
Score: -22888248.000000 Penalty: 5956.100586
	Iteration 26Q: 3 clusters Score -2.288825e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 157123 members 
Entering Unmasked Estep 
Score: -22888156.000000 Penalty: 5956.100586
	Iteration 27Q: 3 clusters Score -2.288816e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 157857 members 
Entering Unmasked Estep 
Score: -22888106.000000 Penalty: 5956.100586
	Iteration 28Q: 3 clusters Score -2.288811e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 158494 members 
Entering Unmasked Estep 
Score: -22887988.000000 Penalty: 5956.100586
	Iteration 29Q: 3 clusters Score -2.288799e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 159031 members 
Entering Unmasked Estep 
Score: -22887948.000000 Penalty: 5956.100586
	Iteration 30Q: 3 clusters Score -2.288795e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 159479 members 
Entering Unmasked Estep 
Score: -22887874.000000 Penalty: 5956.100586
	Iteration 31Q: 3 clusters Score -2.288787e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 159846 members 
Entering Unmasked Estep 
Score: -22887732.000000 Penalty: 5956.100586
	Iteration 32Q: 3 clusters Score -2.288773e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 160176 members 
Entering Unmasked Estep 
Score: -22887554.000000 Penalty: 5956.100586
	Iteration 33Q: 3 clusters Score -2.288755e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 160468 members 
Entering Unmasked Estep 
Score: -22887530.000000 Penalty: 5956.100586
	Iteration 34Q: 3 clusters Score -2.288753e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 160685 members 
Entering Unmasked Estep 
Score: -22887430.000000 Penalty: 5956.100586
	Iteration 35Q: 3 clusters Score -2.288743e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 160882 members 
Entering Unmasked Estep 
Score: -22887324.000000 Penalty: 5956.100586
	Iteration 36Q: 3 clusters Score -2.288732e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 161056 members 
Entering Unmasked Estep 
Score: -22887288.000000 Penalty: 5956.100586
	Iteration 37Q: 3 clusters Score -2.288729e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 161209 members 
Entering Unmasked Estep 
Score: -22887206.000000 Penalty: 5956.100586
	Iteration 38Q: 3 clusters Score -2.288721e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 161321 members 
Entering Unmasked Estep 
Score: -22887194.000000 Penalty: 5956.100586
	Iteration 39Q: 3 clusters Score -2.288719e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 161415 members 
Entering Unmasked Estep 
Score: -22887162.000000 Penalty: 5956.100586
	Iteration 40F: 3 clusters Score -2.288716e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 161504 members 
Entering Unmasked Estep 
Score: -22887114.000000 Penalty: 5956.100586
	Iteration 41Q: 3 clusters Score -2.288711e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 161571 members 
Entering Unmasked Estep 
Score: -22887110.000000 Penalty: 5956.100586
	Iteration 42Q: 3 clusters Score -2.288711e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 161622 members 
Entering Unmasked Estep 
Score: -22887122.000000 Penalty: 5956.100586
	Iteration 43Q: 3 clusters Score -2.288712e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 161673 members 
Entering Unmasked Estep 
Score: -22887068.000000 Penalty: 5956.100586
	Iteration 44Q: 3 clusters Score -2.288707e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 161720 members 
Entering Unmasked Estep 
Score: -22887064.000000 Penalty: 5956.100586
	Iteration 45Q: 3 clusters Score -2.288706e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 161756 members 
Entering Unmasked Estep 
Score: -22887048.000000 Penalty: 5956.100586
	Iteration 46Q: 3 clusters Score -2.288705e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 161794 members 
Entering Unmasked Estep 
Score: -22887018.000000 Penalty: 5956.100586
	Iteration 47Q: 3 clusters Score -2.288702e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 161827 members 
Entering Unmasked Estep 
Score: -22887050.000000 Penalty: 5956.100586
	Iteration 48Q: 3 clusters Score -2.288705e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 161849 members 
Entering Unmasked Estep 
Score: -22887022.000000 Penalty: 5956.100586
	Iteration 49Q: 3 clusters Score -2.288702e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 161876 members 
Entering Unmasked Estep 
Score: -22887026.000000 Penalty: 5956.100586
	Iteration 50Q: 3 clusters Score -2.288703e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 161912 members 
Entering Unmasked Estep 
Score: -22887000.000000 Penalty: 5956.100586
	Iteration 51Q: 3 clusters Score -2.2887e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 161943 members 
Entering Unmasked Estep 
Score: -22886976.000000 Penalty: 5956.100586
	Iteration 52Q: 3 clusters Score -2.288698e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 161969 members 
Entering Unmasked Estep 
Score: -22886952.000000 Penalty: 5956.100586
	Iteration 53Q: 3 clusters Score -2.288695e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 161999 members 
Entering Unmasked Estep 
Score: -22886958.000000 Penalty: 5956.100586
	Iteration 54Q: 3 clusters Score -2.288696e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 162023 members 
Entering Unmasked Estep 
Score: -22886924.000000 Penalty: 5956.100586
	Iteration 55Q: 3 clusters Score -2.288692e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 162049 members 
Entering Unmasked Estep 
Score: -22886938.000000 Penalty: 5956.100586
	Iteration 56Q: 3 clusters Score -2.288694e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 162064 members 
Entering Unmasked Estep 
Score: -22886904.000000 Penalty: 5956.100586
	Iteration 57Q: 3 clusters Score -2.28869e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 162073 members 
Entering Unmasked Estep 
Score: -22886914.000000 Penalty: 5956.100586
	Iteration 58Q: 3 clusters Score -2.288691e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 162084 members 
Entering Unmasked Estep 
Score: -22886924.000000 Penalty: 5956.100586
	Iteration 59Q: 3 clusters Score -2.288692e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 162095 members 
Entering Unmasked Estep 
Score: -22886922.000000 Penalty: 5956.100586
	Iteration 60F: 3 clusters Score -2.288692e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 162109 members 
Entering Unmasked Estep 
Score: -22886936.000000 Penalty: 5956.100586
	Iteration 61Q: 3 clusters Score -2.288694e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 162122 members 
Entering Unmasked Estep 
Score: -22886920.000000 Penalty: 5956.100586
	Iteration 62Q: 3 clusters Score -2.288692e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 162137 members 
Entering Unmasked Estep 
Score: -22886942.000000 Penalty: 5956.100586
	Iteration 63Q: 3 clusters Score -2.288694e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 162146 members 
Entering Unmasked Estep 
Score: -22886934.000000 Penalty: 5956.100586
	Iteration 64Q: 3 clusters Score -2.288693e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 162157 members 
Entering Unmasked Estep 
Score: -22886916.000000 Penalty: 5956.100586
	Iteration 65Q: 3 clusters Score -2.288692e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 162172 members 
Entering Unmasked Estep 
Score: -22886902.000000 Penalty: 5956.100586
	Iteration 66Q: 3 clusters Score -2.28869e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 162186 members 
Entering Unmasked Estep 
Score: -22886926.000000 Penalty: 5956.100586
	Iteration 67Q: 3 clusters Score -2.288693e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 162198 members 
Entering Unmasked Estep 
Score: -22886916.000000 Penalty: 5956.100586
	Iteration 68Q: 3 clusters Score -2.288692e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 162211 members 
Entering Unmasked Estep 
Score: -22886894.000000 Penalty: 5956.100586
	Iteration 69Q: 3 clusters Score -2.288689e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 162222 members 
Entering Unmasked Estep 
Score: -22886874.000000 Penalty: 5956.100586
	Iteration 70Q: 3 clusters Score -2.288687e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 162239 members 
Entering Unmasked Estep 
Score: -22886838.000000 Penalty: 5956.100586
	Iteration 71Q: 3 clusters Score -2.288684e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 162254 members 
Entering Unmasked Estep 
Score: -22886824.000000 Penalty: 5956.100586
	Iteration 72Q: 3 clusters Score -2.288682e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 162263 members 
Entering Unmasked Estep 
Score: -22886828.000000 Penalty: 5956.100586
	Iteration 73Q: 3 clusters Score -2.288683e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 162271 members 
Entering Unmasked Estep 
Score: -22886824.000000 Penalty: 5956.100586
	Iteration 74Q: 3 clusters Score -2.288682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 162279 members 
Entering Unmasked Estep 
Score: -22886840.000000 Penalty: 5956.100586
	Iteration 75Q: 3 clusters Score -2.288684e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 162285 members 
Entering Unmasked Estep 
Score: -22886848.000000 Penalty: 5956.100586
	Iteration 76Q: 3 clusters Score -2.288685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 162288 members 
Entering Unmasked Estep 
Score: -22886846.000000 Penalty: 5956.100586
	Iteration 77Q: 3 clusters Score -2.288685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 162291 members 
Entering Unmasked Estep 
Score: -22886860.000000 Penalty: 5956.100586
	Iteration 78Q: 3 clusters Score -2.288686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 162293 members 
Entering Unmasked Estep 
Score: -22886858.000000 Penalty: 5956.100586
	Iteration 79Q: 3 clusters Score -2.288686e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 162293 members 
Entering Unmasked Estep 
Score: -22886858.000000 Penalty: 5956.100586
	Iteration 80F: 3 clusters Score -2.288686e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Entering Unmasked Estep 
Score: -864527.937500 Penalty: 2171.227539
	Iteration 0F: 2 clusters Score -864527.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -859179.937500 Penalty: 4342.455078
	Iteration 0F: 3 clusters Score -859179.9 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -860584.562500 Penalty: 4342.455078
	Iteration 1F: 3 clusters Score -860584.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -860847.000000 Penalty: 4342.455078
	Iteration 2F: 3 clusters Score -860847 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -861071.312500 Penalty: 4342.455078
	Iteration 3F: 3 clusters Score -861071.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -861312.500000 Penalty: 4342.455078
	Iteration 4Q: 3 clusters Score -861312.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -861506.875000 Penalty: 4342.455078
	Iteration 5Q: 3 clusters Score -861506.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -861662.500000 Penalty: 4342.455078
	Iteration 6Q: 3 clusters Score -861662.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -861779.250000 Penalty: 4342.455078
	Iteration 7Q: 3 clusters Score -861779.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -861861.812500 Penalty: 4342.455078
	Iteration 8Q: 3 clusters Score -861861.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -861926.500000 Penalty: 4342.455078
	Iteration 9Q: 3 clusters Score -861926.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -861980.500000 Penalty: 4342.455078
	Iteration 10Q: 3 clusters Score -861980.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -862025.437500 Penalty: 4342.455078
	Iteration 11Q: 3 clusters Score -862025.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -862069.687500 Penalty: 4342.455078
	Iteration 12Q: 3 clusters Score -862069.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -862111.437500 Penalty: 4342.455078
	Iteration 13Q: 3 clusters Score -862111.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -862151.125000 Penalty: 4342.455078
	Iteration 14Q: 3 clusters Score -862151.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -862190.937500 Penalty: 4342.455078
	Iteration 15Q: 3 clusters Score -862190.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -862217.437500 Penalty: 4342.455078
	Iteration 16Q: 3 clusters Score -862217.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -862243.812500 Penalty: 4342.455078
	Iteration 17Q: 3 clusters Score -862243.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -862267.750000 Penalty: 4342.455078
	Iteration 18Q: 3 clusters Score -862267.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -862292.375000 Penalty: 4342.455078
	Iteration 19Q: 3 clusters Score -862292.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -862314.437500 Penalty: 4342.455078
	Iteration 20F: 3 clusters Score -862314.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -862333.562500 Penalty: 4342.455078
	Iteration 21Q: 3 clusters Score -862333.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -862351.625000 Penalty: 4342.455078
	Iteration 22Q: 3 clusters Score -862351.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -862372.062500 Penalty: 4342.455078
	Iteration 23Q: 3 clusters Score -862372.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -862390.937500 Penalty: 4342.455078
	Iteration 24Q: 3 clusters Score -862390.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -862410.500000 Penalty: 4342.455078
	Iteration 25Q: 3 clusters Score -862410.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -862436.437500 Penalty: 4342.455078
	Iteration 26Q: 3 clusters Score -862436.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -862461.937500 Penalty: 4342.455078
	Iteration 27Q: 3 clusters Score -862461.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -862489.812500 Penalty: 4342.455078
	Iteration 28Q: 3 clusters Score -862489.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -862525.375000 Penalty: 4342.455078
	Iteration 29Q: 3 clusters Score -862525.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -862559.687500 Penalty: 4342.455078
	Iteration 30Q: 3 clusters Score -862559.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -862584.875000 Penalty: 4342.455078
	Iteration 31Q: 3 clusters Score -862584.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -862620.187500 Penalty: 4342.455078
	Iteration 32Q: 3 clusters Score -862620.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -862660.312500 Penalty: 4342.455078
	Iteration 33Q: 3 clusters Score -862660.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -862706.812500 Penalty: 4342.455078
	Iteration 34Q: 3 clusters Score -862706.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -862749.250000 Penalty: 4342.455078
	Iteration 35Q: 3 clusters Score -862749.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -862796.937500 Penalty: 4342.455078
	Iteration 36Q: 3 clusters Score -862796.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -862847.250000 Penalty: 4342.455078
	Iteration 37Q: 3 clusters Score -862847.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -862888.000000 Penalty: 4342.455078
	Iteration 38Q: 3 clusters Score -862888 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -862927.875000 Penalty: 4342.455078
	Iteration 39Q: 3 clusters Score -862927.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -862972.187500 Penalty: 4342.455078
	Iteration 40F: 3 clusters Score -862972.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -863018.437500 Penalty: 4342.455078
	Iteration 41Q: 3 clusters Score -863018.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -863088.687500 Penalty: 4342.455078
	Iteration 42Q: 3 clusters Score -863088.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -863206.250000 Penalty: 4342.455078
	Iteration 43Q: 3 clusters Score -863206.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -863326.500000 Penalty: 4342.455078
	Iteration 44Q: 3 clusters Score -863326.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -863394.000000 Penalty: 4342.455078
	Iteration 45Q: 3 clusters Score -863394 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -863432.187500 Penalty: 4342.455078
	Iteration 46Q: 3 clusters Score -863432.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -863463.937500 Penalty: 4342.455078
	Iteration 47Q: 3 clusters Score -863463.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -863482.500000 Penalty: 4342.455078
	Iteration 48Q: 3 clusters Score -863482.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -863494.562500 Penalty: 4342.455078
	Iteration 49Q: 3 clusters Score -863494.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -863501.125000 Penalty: 4342.455078
	Iteration 50Q: 3 clusters Score -863501.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -863502.187500 Penalty: 4342.455078
	Iteration 51Q: 3 clusters Score -863502.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -863504.125000 Penalty: 4342.455078
	Iteration 52Q: 3 clusters Score -863504.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -863505.750000 Penalty: 4342.455078
	Iteration 53Q: 3 clusters Score -863505.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -863505.562500 Penalty: 4342.455078
	Iteration 54Q: 3 clusters Score -863505.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -863505.562500 Penalty: 4342.455078
	Iteration 55F: 3 clusters Score -863505.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (130994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130994 members 
Entering Unmasked Estep 
Score: -18547390.000000 Penalty: 2922.160889
	Iteration 0F: 2 clusters Score -1.854739e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65791 members 
Mstep: Class 2 contains 65203 members 
Entering Unmasked Estep 
Score: -18464208.000000 Penalty: 5844.321777
	Iteration 0F: 3 clusters Score -1.846421e+07 nChanged 62152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70337 members 
Mstep: Class 2 contains 60657 members 
Entering Unmasked Estep 
Score: -18500474.000000 Penalty: 5844.321777
	Iteration 1F: 3 clusters Score -1.850047e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73487 members 
Mstep: Class 2 contains 57507 members 
Entering Unmasked Estep 
Score: -18502174.000000 Penalty: 5844.321777
	Iteration 2Q: 3 clusters Score -1.850217e+07 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78270 members 
Mstep: Class 2 contains 52724 members 
Entering Unmasked Estep 
Score: -18504560.000000 Penalty: 5844.321777
	Iteration 3Q: 3 clusters Score -1.850456e+07 nChanged 7787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85185 members 
Mstep: Class 2 contains 45809 members 
Entering Unmasked Estep 
Score: -18508378.000000 Penalty: 5844.321777
	Iteration 4F: 3 clusters Score -1.850838e+07 nChanged 9824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94573 members 
Mstep: Class 2 contains 36421 members 
Entering Unmasked Estep 
Score: -18514498.000000 Penalty: 5844.321777
	Iteration 5F: 3 clusters Score -1.85145e+07 nChanged 10904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105279 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -18522842.000000 Penalty: 5844.321777
	Iteration 6F: 3 clusters Score -1.852284e+07 nChanged 9965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115180 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -18530888.000000 Penalty: 5844.321777
	Iteration 7F: 3 clusters Score -1.853089e+07 nChanged 7330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122494 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -18537262.000000 Penalty: 5844.321777
	Iteration 8F: 3 clusters Score -1.853726e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126716 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -18541166.000000 Penalty: 5844.321777
	Iteration 9Q: 3 clusters Score -1.854117e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128836 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -18543170.000000 Penalty: 5844.321777
	Iteration 10Q: 3 clusters Score -1.854317e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129740 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -18544058.000000 Penalty: 5844.321777
	Iteration 11Q: 3 clusters Score -1.854406e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130116 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -18544480.000000 Penalty: 5844.321777
	Iteration 12Q: 3 clusters Score -1.854448e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130275 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -18544686.000000 Penalty: 5844.321777
	Iteration 13Q: 3 clusters Score -1.854469e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130339 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -18544816.000000 Penalty: 5844.321777
	Iteration 14Q: 3 clusters Score -1.854482e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130382 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -18544914.000000 Penalty: 5844.321777
	Iteration 15Q: 3 clusters Score -1.854491e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130402 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -18544980.000000 Penalty: 5844.321777
	Iteration 16Q: 3 clusters Score -1.854498e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130421 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -18545042.000000 Penalty: 5844.321777
	Iteration 17Q: 3 clusters Score -1.854504e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130437 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -18545094.000000 Penalty: 5844.321777
	Iteration 18Q: 3 clusters Score -1.854509e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130452 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -18545144.000000 Penalty: 5844.321777
	Iteration 19Q: 3 clusters Score -1.854514e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130449 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -18545186.000000 Penalty: 5844.321777
	Iteration 20F: 3 clusters Score -1.854519e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130443 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -18545224.000000 Penalty: 5844.321777
	Iteration 21Q: 3 clusters Score -1.854522e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130446 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -18545240.000000 Penalty: 5844.321777
	Iteration 22Q: 3 clusters Score -1.854524e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130453 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -18545264.000000 Penalty: 5844.321777
	Iteration 23Q: 3 clusters Score -1.854526e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130453 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -18545270.000000 Penalty: 5844.321777
	Iteration 24Q: 3 clusters Score -1.854527e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130450 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -18545280.000000 Penalty: 5844.321777
	Iteration 25Q: 3 clusters Score -1.854528e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130451 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -18545302.000000 Penalty: 5844.321777
	Iteration 26Q: 3 clusters Score -1.85453e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130447 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -18545306.000000 Penalty: 5844.321777
	Iteration 27Q: 3 clusters Score -1.854531e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130445 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -18545326.000000 Penalty: 5844.321777
	Iteration 28Q: 3 clusters Score -1.854533e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130449 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -18545350.000000 Penalty: 5844.321777
	Iteration 29Q: 3 clusters Score -1.854535e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130452 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -18545352.000000 Penalty: 5844.321777
	Iteration 30Q: 3 clusters Score -1.854535e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130453 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -18545386.000000 Penalty: 5844.321777
	Iteration 31Q: 3 clusters Score -1.854539e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130455 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -18545390.000000 Penalty: 5844.321777
	Iteration 32Q: 3 clusters Score -1.854539e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130458 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -18545396.000000 Penalty: 5844.321777
	Iteration 33Q: 3 clusters Score -1.85454e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130454 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -18545406.000000 Penalty: 5844.321777
	Iteration 34Q: 3 clusters Score -1.854541e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130446 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -18545420.000000 Penalty: 5844.321777
	Iteration 35Q: 3 clusters Score -1.854542e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130444 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -18545422.000000 Penalty: 5844.321777
	Iteration 36Q: 3 clusters Score -1.854542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130446 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -18545422.000000 Penalty: 5844.321777
	Iteration 37Q: 3 clusters Score -1.854542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130448 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -18545442.000000 Penalty: 5844.321777
	Iteration 38Q: 3 clusters Score -1.854544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130449 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -18545440.000000 Penalty: 5844.321777
	Iteration 39Q: 3 clusters Score -1.854544e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130445 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -18545442.000000 Penalty: 5844.321777
	Iteration 40F: 3 clusters Score -1.854544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130444 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -18545434.000000 Penalty: 5844.321777
	Iteration 41Q: 3 clusters Score -1.854543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130445 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -18545460.000000 Penalty: 5844.321777
	Iteration 42Q: 3 clusters Score -1.854546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130445 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -18545460.000000 Penalty: 5844.321777
	Iteration 43Q: 3 clusters Score -1.854546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130441 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -18545452.000000 Penalty: 5844.321777
	Iteration 44Q: 3 clusters Score -1.854545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130438 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -18545460.000000 Penalty: 5844.321777
	Iteration 45Q: 3 clusters Score -1.854546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130435 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -18545470.000000 Penalty: 5844.321777
	Iteration 46Q: 3 clusters Score -1.854547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130434 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -18545472.000000 Penalty: 5844.321777
	Iteration 47Q: 3 clusters Score -1.854547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130435 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -18545462.000000 Penalty: 5844.321777
	Iteration 48Q: 3 clusters Score -1.854546e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130436 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -18545464.000000 Penalty: 5844.321777
	Iteration 49Q: 3 clusters Score -1.854546e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130435 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -18545474.000000 Penalty: 5844.321777
	Iteration 50Q: 3 clusters Score -1.854547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130433 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -18545478.000000 Penalty: 5844.321777
	Iteration 51Q: 3 clusters Score -1.854548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130430 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -18545480.000000 Penalty: 5844.321777
	Iteration 52Q: 3 clusters Score -1.854548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130428 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -18545482.000000 Penalty: 5844.321777
	Iteration 53Q: 3 clusters Score -1.854548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130426 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -18545478.000000 Penalty: 5844.321777
	Iteration 54Q: 3 clusters Score -1.854548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130425 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -18545470.000000 Penalty: 5844.321777
	Iteration 55Q: 3 clusters Score -1.854547e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130425 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -18545470.000000 Penalty: 5844.321777
	Iteration 56F: 3 clusters Score -1.854547e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Entering Unmasked Estep 
Score: -2442377.500000 Penalty: 2419.998047
	Iteration 0F: 2 clusters Score -2442378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2430026.000000 Penalty: 4839.996094
	Iteration 0F: 3 clusters Score -2430026 nChanged 7610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2434220.250000 Penalty: 4839.996094
	Iteration 1F: 3 clusters Score -2434220 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2434576.000000 Penalty: 4839.996094
	Iteration 2F: 3 clusters Score -2434576 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2434859.250000 Penalty: 4839.996094
	Iteration 3Q: 3 clusters Score -2434859 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2435109.000000 Penalty: 4839.996094
	Iteration 4Q: 3 clusters Score -2435109 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -2435364.500000 Penalty: 4839.996094
	Iteration 5Q: 3 clusters Score -2435364 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -2435686.000000 Penalty: 4839.996094
	Iteration 6Q: 3 clusters Score -2435686 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -2436081.000000 Penalty: 4839.996094
	Iteration 7Q: 3 clusters Score -2436081 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -2436592.250000 Penalty: 4839.996094
	Iteration 8Q: 3 clusters Score -2436592 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -2437231.750000 Penalty: 4839.996094
	Iteration 9F: 3 clusters Score -2437232 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -2437917.250000 Penalty: 4839.996094
	Iteration 10F: 3 clusters Score -2437917 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -2438588.500000 Penalty: 4839.996094
	Iteration 11Q: 3 clusters Score -2438588 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -2439219.250000 Penalty: 4839.996094
	Iteration 12Q: 3 clusters Score -2439219 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -2439652.000000 Penalty: 4839.996094
	Iteration 13Q: 3 clusters Score -2439652 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -2439918.750000 Penalty: 4839.996094
	Iteration 14Q: 3 clusters Score -2439919 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -2440079.000000 Penalty: 4839.996094
	Iteration 15Q: 3 clusters Score -2440079 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -2440158.750000 Penalty: 4839.996094
	Iteration 16Q: 3 clusters Score -2440159 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -2440212.750000 Penalty: 4839.996094
	Iteration 17Q: 3 clusters Score -2440213 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -2440238.250000 Penalty: 4839.996094
	Iteration 18Q: 3 clusters Score -2440238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -2440252.750000 Penalty: 4839.996094
	Iteration 19Q: 3 clusters Score -2440253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -2440260.250000 Penalty: 4839.996094
	Iteration 20F: 3 clusters Score -2440260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -2440273.000000 Penalty: 4839.996094
	Iteration 21Q: 3 clusters Score -2440273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -2440274.000000 Penalty: 4839.996094
	Iteration 22Q: 3 clusters Score -2440274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2440280.250000 Penalty: 4839.996094
	Iteration 23Q: 3 clusters Score -2440280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -2440281.000000 Penalty: 4839.996094
	Iteration 24Q: 3 clusters Score -2440281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -2440284.750000 Penalty: 4839.996094
	Iteration 25Q: 3 clusters Score -2440285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -2440289.250000 Penalty: 4839.996094
	Iteration 26Q: 3 clusters Score -2440289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2440293.500000 Penalty: 4839.996094
	Iteration 27Q: 3 clusters Score -2440294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -2440296.500000 Penalty: 4839.996094
	Iteration 28Q: 3 clusters Score -2440296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -2440296.000000 Penalty: 4839.996094
	Iteration 29Q: 3 clusters Score -2440296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -2440294.000000 Penalty: 4839.996094
	Iteration 30Q: 3 clusters Score -2440294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -2440294.000000 Penalty: 4839.996094
	Iteration 31F: 3 clusters Score -2440294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Entering Unmasked Estep 
Score: -2411942.250000 Penalty: 2414.663818
	Iteration 0F: 2 clusters Score -2411942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -2399762.500000 Penalty: 4829.327637
	Iteration 0F: 3 clusters Score -2399762 nChanged 7388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2403619.500000 Penalty: 4829.327637
	Iteration 1F: 3 clusters Score -2403620 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2404000.500000 Penalty: 4829.327637
	Iteration 2F: 3 clusters Score -2404000 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -2404271.500000 Penalty: 4829.327637
	Iteration 3Q: 3 clusters Score -2404272 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -2404477.250000 Penalty: 4829.327637
	Iteration 4Q: 3 clusters Score -2404477 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -2404660.250000 Penalty: 4829.327637
	Iteration 5Q: 3 clusters Score -2404660 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -2404845.250000 Penalty: 4829.327637
	Iteration 6Q: 3 clusters Score -2404845 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -2404996.750000 Penalty: 4829.327637
	Iteration 7Q: 3 clusters Score -2404997 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -2405133.750000 Penalty: 4829.327637
	Iteration 8Q: 3 clusters Score -2405134 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2405272.000000 Penalty: 4829.327637
	Iteration 9Q: 3 clusters Score -2405272 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -2405405.000000 Penalty: 4829.327637
	Iteration 10Q: 3 clusters Score -2405405 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -2405553.000000 Penalty: 4829.327637
	Iteration 11Q: 3 clusters Score -2405553 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -2405702.000000 Penalty: 4829.327637
	Iteration 12Q: 3 clusters Score -2405702 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -2405843.250000 Penalty: 4829.327637
	Iteration 13Q: 3 clusters Score -2405843 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -2406011.250000 Penalty: 4829.327637
	Iteration 14Q: 3 clusters Score -2406011 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2406164.250000 Penalty: 4829.327637
	Iteration 15Q: 3 clusters Score -2406164 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -2406366.000000 Penalty: 4829.327637
	Iteration 16Q: 3 clusters Score -2406366 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -2406580.750000 Penalty: 4829.327637
	Iteration 17Q: 3 clusters Score -2406581 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -2406806.000000 Penalty: 4829.327637
	Iteration 18Q: 3 clusters Score -2406806 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -2407064.750000 Penalty: 4829.327637
	Iteration 19Q: 3 clusters Score -2407065 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -2407321.250000 Penalty: 4829.327637
	Iteration 20F: 3 clusters Score -2407321 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -2407569.250000 Penalty: 4829.327637
	Iteration 21Q: 3 clusters Score -2407569 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -2407748.000000 Penalty: 4829.327637
	Iteration 22Q: 3 clusters Score -2407748 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -2407867.750000 Penalty: 4829.327637
	Iteration 23Q: 3 clusters Score -2407868 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -2407984.000000 Penalty: 4829.327637
	Iteration 24Q: 3 clusters Score -2407984 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -2408069.750000 Penalty: 4829.327637
	Iteration 25Q: 3 clusters Score -2408070 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -2408151.250000 Penalty: 4829.327637
	Iteration 26Q: 3 clusters Score -2408151 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -2408235.000000 Penalty: 4829.327637
	Iteration 27Q: 3 clusters Score -2408235 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -2408313.250000 Penalty: 4829.327637
	Iteration 28Q: 3 clusters Score -2408313 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2408389.250000 Penalty: 4829.327637
	Iteration 29Q: 3 clusters Score -2408389 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2408455.500000 Penalty: 4829.327637
	Iteration 30Q: 3 clusters Score -2408456 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -2408530.500000 Penalty: 4829.327637
	Iteration 31Q: 3 clusters Score -2408530 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -2408585.000000 Penalty: 4829.327637
	Iteration 32Q: 3 clusters Score -2408585 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -2408652.000000 Penalty: 4829.327637
	Iteration 33Q: 3 clusters Score -2408652 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2408720.250000 Penalty: 4829.327637
	Iteration 34Q: 3 clusters Score -2408720 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2408786.000000 Penalty: 4829.327637
	Iteration 35Q: 3 clusters Score -2408786 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2408842.000000 Penalty: 4829.327637
	Iteration 36Q: 3 clusters Score -2408842 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2408915.250000 Penalty: 4829.327637
	Iteration 37Q: 3 clusters Score -2408915 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2408970.250000 Penalty: 4829.327637
	Iteration 38Q: 3 clusters Score -2408970 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2409042.500000 Penalty: 4829.327637
	Iteration 39Q: 3 clusters Score -2409042 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2409109.250000 Penalty: 4829.327637
	Iteration 40F: 3 clusters Score -2409109 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2409180.750000 Penalty: 4829.327637
	Iteration 41Q: 3 clusters Score -2409181 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2409253.750000 Penalty: 4829.327637
	Iteration 42Q: 3 clusters Score -2409254 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2409328.000000 Penalty: 4829.327637
	Iteration 43Q: 3 clusters Score -2409328 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2409397.000000 Penalty: 4829.327637
	Iteration 44Q: 3 clusters Score -2409397 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2409468.500000 Penalty: 4829.327637
	Iteration 45Q: 3 clusters Score -2409468 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2409518.000000 Penalty: 4829.327637
	Iteration 46Q: 3 clusters Score -2409518 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2409562.750000 Penalty: 4829.327637
	Iteration 47Q: 3 clusters Score -2409563 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2409614.750000 Penalty: 4829.327637
	Iteration 48Q: 3 clusters Score -2409615 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2409647.250000 Penalty: 4829.327637
	Iteration 49Q: 3 clusters Score -2409647 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2409670.750000 Penalty: 4829.327637
	Iteration 50Q: 3 clusters Score -2409671 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2409698.500000 Penalty: 4829.327637
	Iteration 51Q: 3 clusters Score -2409698 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2409722.250000 Penalty: 4829.327637
	Iteration 52Q: 3 clusters Score -2409722 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2409757.750000 Penalty: 4829.327637
	Iteration 53Q: 3 clusters Score -2409758 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2409782.750000 Penalty: 4829.327637
	Iteration 54Q: 3 clusters Score -2409783 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2409796.250000 Penalty: 4829.327637
	Iteration 55Q: 3 clusters Score -2409796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2409810.500000 Penalty: 4829.327637
	Iteration 56Q: 3 clusters Score -2409810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2409818.750000 Penalty: 4829.327637
	Iteration 57Q: 3 clusters Score -2409819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2409826.250000 Penalty: 4829.327637
	Iteration 58Q: 3 clusters Score -2409826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2409836.750000 Penalty: 4829.327637
	Iteration 59Q: 3 clusters Score -2409837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2409841.500000 Penalty: 4829.327637
	Iteration 60F: 3 clusters Score -2409842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2409843.500000 Penalty: 4829.327637
	Iteration 61Q: 3 clusters Score -2409844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2409844.000000 Penalty: 4829.327637
	Iteration 62Q: 3 clusters Score -2409844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2409848.250000 Penalty: 4829.327637
	Iteration 63Q: 3 clusters Score -2409848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2409849.000000 Penalty: 4829.327637
	Iteration 64Q: 3 clusters Score -2409849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2409852.750000 Penalty: 4829.327637
	Iteration 65Q: 3 clusters Score -2409853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2409854.750000 Penalty: 4829.327637
	Iteration 66Q: 3 clusters Score -2409855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2409854.250000 Penalty: 4829.327637
	Iteration 67Q: 3 clusters Score -2409854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2409857.500000 Penalty: 4829.327637
	Iteration 68Q: 3 clusters Score -2409858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2409859.500000 Penalty: 4829.327637
	Iteration 69Q: 3 clusters Score -2409860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2409862.000000 Penalty: 4829.327637
	Iteration 70Q: 3 clusters Score -2409862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2409865.750000 Penalty: 4829.327637
	Iteration 71Q: 3 clusters Score -2409866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2409869.500000 Penalty: 4829.327637
	Iteration 72Q: 3 clusters Score -2409870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2409874.250000 Penalty: 4829.327637
	Iteration 73Q: 3 clusters Score -2409874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2409876.000000 Penalty: 4829.327637
	Iteration 74Q: 3 clusters Score -2409876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2409877.750000 Penalty: 4829.327637
	Iteration 75Q: 3 clusters Score -2409878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2409877.000000 Penalty: 4829.327637
	Iteration 76Q: 3 clusters Score -2409877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2409882.250000 Penalty: 4829.327637
	Iteration 77Q: 3 clusters Score -2409882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2409879.500000 Penalty: 4829.327637
	Iteration 78Q: 3 clusters Score -2409880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2409880.000000 Penalty: 4829.327637
	Iteration 79Q: 3 clusters Score -2409880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2409882.500000 Penalty: 4829.327637
	Iteration 80F: 3 clusters Score -2409882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2409887.000000 Penalty: 4829.327637
	Iteration 81Q: 3 clusters Score -2409887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2409893.000000 Penalty: 4829.327637
	Iteration 82Q: 3 clusters Score -2409893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2409892.750000 Penalty: 4829.327637
	Iteration 83Q: 3 clusters Score -2409893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2409894.000000 Penalty: 4829.327637
	Iteration 84Q: 3 clusters Score -2409894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2409894.000000 Penalty: 4829.327637
	Iteration 85F: 3 clusters Score -2409894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -51699.179688 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -51699.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -50322.593750 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -50322.59 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -50558.902344 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -50558.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50705.910156 Penalty: 3021.289795
	Iteration 2F: 3 clusters Score -50705.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -50768.042969 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -50768.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50828.812500 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -50828.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -50896.304688 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -50896.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50927.492188 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -50927.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50969.210938 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -50969.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -51017.812500 Penalty: 3021.289795
	Iteration 8Q: 3 clusters Score -51017.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -51069.996094 Penalty: 3021.289795
	Iteration 9Q: 3 clusters Score -51070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51121.714844 Penalty: 3021.289795
	Iteration 10Q: 3 clusters Score -51121.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -51217.019531 Penalty: 3021.289795
	Iteration 11Q: 3 clusters Score -51217.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51338.703125 Penalty: 3021.289795
	Iteration 12Q: 3 clusters Score -51338.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -51378.359375 Penalty: 3021.289795
	Iteration 13Q: 3 clusters Score -51378.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -51392.011719 Penalty: 3021.289795
	Iteration 14Q: 3 clusters Score -51392.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -51407.531250 Penalty: 3021.289795
	Iteration 15Q: 3 clusters Score -51407.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -51423.734375 Penalty: 3021.289795
	Iteration 16Q: 3 clusters Score -51423.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -51459.175781 Penalty: 3021.289795
	Iteration 17Q: 3 clusters Score -51459.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -51520.144531 Penalty: 3021.289795
	Iteration 18Q: 3 clusters Score -51520.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -51776.136719 Penalty: 3021.289795
	Iteration 19Q: 3 clusters Score -51776.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -52004.039062 Penalty: 3021.289795
	Iteration 20F: 3 clusters Score -52004.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -52094.812500 Penalty: 3021.289795
	Iteration 21Q: 3 clusters Score -52094.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -52094.812500 Penalty: 3021.289795
	Iteration 22F: 3 clusters Score -52094.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65827 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161681 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 31223 members 
Mstep: Class 8 contains 136083 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164106 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 130994 members 
Mstep: Class 13 contains 17293 members 
Mstep: Class 14 contains 16925 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 32731 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180107 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Mstep: Class 26 contains 231 members 
Entering Unmasked Estep 
Score: -132673416.000000 Penalty: 88826.445312
Splitting cluster 15 changes total score from -132674992.000000 to -132673416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (32731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Entering Unmasked Estep 
Score: -4648023.000000 Penalty: 2578.227295
	Iteration 0F: 2 clusters Score -4648023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -4625547.500000 Penalty: 5156.454590
	Iteration 0F: 3 clusters Score -4625548 nChanged 14830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -4633728.500000 Penalty: 5156.454590
	Iteration 1F: 3 clusters Score -4633728 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -4634183.000000 Penalty: 5156.454590
	Iteration 2Q: 3 clusters Score -4634183 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -4634576.000000 Penalty: 5156.454590
	Iteration 3Q: 3 clusters Score -4634576 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -4634876.500000 Penalty: 5156.454590
	Iteration 4Q: 3 clusters Score -4634876 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -4635202.500000 Penalty: 5156.454590
	Iteration 5Q: 3 clusters Score -4635202 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -4635552.500000 Penalty: 5156.454590
	Iteration 6Q: 3 clusters Score -4635552 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -4636004.500000 Penalty: 5156.454590
	Iteration 7Q: 3 clusters Score -4636004 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -4636516.500000 Penalty: 5156.454590
	Iteration 8Q: 3 clusters Score -4636516 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -4637189.000000 Penalty: 5156.454590
	Iteration 9Q: 3 clusters Score -4637189 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -4638063.000000 Penalty: 5156.454590
	Iteration 10Q: 3 clusters Score -4638063 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -4639167.000000 Penalty: 5156.454590
	Iteration 11F: 3 clusters Score -4639167 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -4640350.500000 Penalty: 5156.454590
	Iteration 12F: 3 clusters Score -4640350 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -4641317.000000 Penalty: 5156.454590
	Iteration 13Q: 3 clusters Score -4641317 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -4641908.000000 Penalty: 5156.454590
	Iteration 14Q: 3 clusters Score -4641908 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -4642196.000000 Penalty: 5156.454590
	Iteration 15Q: 3 clusters Score -4642196 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -4642402.000000 Penalty: 5156.454590
	Iteration 16Q: 3 clusters Score -4642402 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -4642509.500000 Penalty: 5156.454590
	Iteration 17Q: 3 clusters Score -4642510 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -4642593.500000 Penalty: 5156.454590
	Iteration 18Q: 3 clusters Score -4642594 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -4642634.500000 Penalty: 5156.454590
	Iteration 19Q: 3 clusters Score -4642634 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -4642694.500000 Penalty: 5156.454590
	Iteration 20F: 3 clusters Score -4642694 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -4642736.500000 Penalty: 5156.454590
	Iteration 21Q: 3 clusters Score -4642736 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -4642785.000000 Penalty: 5156.454590
	Iteration 22Q: 3 clusters Score -4642785 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -4642835.000000 Penalty: 5156.454590
	Iteration 23Q: 3 clusters Score -4642835 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -4642885.000000 Penalty: 5156.454590
	Iteration 24Q: 3 clusters Score -4642885 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -4642923.000000 Penalty: 5156.454590
	Iteration 25Q: 3 clusters Score -4642923 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -4642974.000000 Penalty: 5156.454590
	Iteration 26Q: 3 clusters Score -4642974 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -4643032.000000 Penalty: 5156.454590
	Iteration 27Q: 3 clusters Score -4643032 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -4643105.500000 Penalty: 5156.454590
	Iteration 28Q: 3 clusters Score -4643106 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -4643169.000000 Penalty: 5156.454590
	Iteration 29Q: 3 clusters Score -4643169 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -4643244.000000 Penalty: 5156.454590
	Iteration 30Q: 3 clusters Score -4643244 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -4643296.500000 Penalty: 5156.454590
	Iteration 31Q: 3 clusters Score -4643296 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -4643358.500000 Penalty: 5156.454590
	Iteration 32Q: 3 clusters Score -4643358 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -4643449.500000 Penalty: 5156.454590
	Iteration 33Q: 3 clusters Score -4643450 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -4643546.000000 Penalty: 5156.454590
	Iteration 34Q: 3 clusters Score -4643546 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -4643632.500000 Penalty: 5156.454590
	Iteration 35Q: 3 clusters Score -4643632 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -4643725.500000 Penalty: 5156.454590
	Iteration 36Q: 3 clusters Score -4643726 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -4643804.000000 Penalty: 5156.454590
	Iteration 37Q: 3 clusters Score -4643804 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -4643912.000000 Penalty: 5156.454590
	Iteration 38Q: 3 clusters Score -4643912 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -4644010.500000 Penalty: 5156.454590
	Iteration 39Q: 3 clusters Score -4644010 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -4644108.000000 Penalty: 5156.454590
	Iteration 40F: 3 clusters Score -4644108 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -4644202.000000 Penalty: 5156.454590
	Iteration 41Q: 3 clusters Score -4644202 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -4644308.000000 Penalty: 5156.454590
	Iteration 42Q: 3 clusters Score -4644308 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -4644375.500000 Penalty: 5156.454590
	Iteration 43Q: 3 clusters Score -4644376 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -4644457.000000 Penalty: 5156.454590
	Iteration 44Q: 3 clusters Score -4644457 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -4644534.500000 Penalty: 5156.454590
	Iteration 45Q: 3 clusters Score -4644534 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -4644589.500000 Penalty: 5156.454590
	Iteration 46Q: 3 clusters Score -4644590 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -4644665.500000 Penalty: 5156.454590
	Iteration 47Q: 3 clusters Score -4644666 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -4644743.500000 Penalty: 5156.454590
	Iteration 48Q: 3 clusters Score -4644744 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -4644835.000000 Penalty: 5156.454590
	Iteration 49Q: 3 clusters Score -4644835 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -4644898.000000 Penalty: 5156.454590
	Iteration 50Q: 3 clusters Score -4644898 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -4644957.000000 Penalty: 5156.454590
	Iteration 51Q: 3 clusters Score -4644957 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -4645007.500000 Penalty: 5156.454590
	Iteration 52Q: 3 clusters Score -4645008 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -4645078.000000 Penalty: 5156.454590
	Iteration 53Q: 3 clusters Score -4645078 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -4645139.000000 Penalty: 5156.454590
	Iteration 54Q: 3 clusters Score -4645139 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -4645194.500000 Penalty: 5156.454590
	Iteration 55Q: 3 clusters Score -4645194 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -4645236.500000 Penalty: 5156.454590
	Iteration 56Q: 3 clusters Score -4645236 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -4645273.500000 Penalty: 5156.454590
	Iteration 57Q: 3 clusters Score -4645274 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -4645319.500000 Penalty: 5156.454590
	Iteration 58Q: 3 clusters Score -4645320 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -4645375.000000 Penalty: 5156.454590
	Iteration 59Q: 3 clusters Score -4645375 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -4645406.000000 Penalty: 5156.454590
	Iteration 60F: 3 clusters Score -4645406 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -4645456.500000 Penalty: 5156.454590
	Iteration 61Q: 3 clusters Score -4645456 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -4645508.500000 Penalty: 5156.454590
	Iteration 62Q: 3 clusters Score -4645508 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -4645532.000000 Penalty: 5156.454590
	Iteration 63Q: 3 clusters Score -4645532 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30613 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -4645553.000000 Penalty: 5156.454590
	Iteration 64Q: 3 clusters Score -4645553 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -4645586.000000 Penalty: 5156.454590
	Iteration 65Q: 3 clusters Score -4645586 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -4645616.000000 Penalty: 5156.454590
	Iteration 66Q: 3 clusters Score -4645616 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -4645632.500000 Penalty: 5156.454590
	Iteration 67Q: 3 clusters Score -4645632 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4645654.000000 Penalty: 5156.454590
	Iteration 68Q: 3 clusters Score -4645654 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -4645651.000000 Penalty: 5156.454590
	Iteration 69Q: 3 clusters Score -4645651 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -4645663.500000 Penalty: 5156.454590
	Iteration 70Q: 3 clusters Score -4645664 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -4645671.000000 Penalty: 5156.454590
	Iteration 71Q: 3 clusters Score -4645671 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -4645693.500000 Penalty: 5156.454590
	Iteration 72Q: 3 clusters Score -4645694 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4645706.000000 Penalty: 5156.454590
	Iteration 73Q: 3 clusters Score -4645706 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4645707.500000 Penalty: 5156.454590
	Iteration 74Q: 3 clusters Score -4645708 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31125 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -4645727.500000 Penalty: 5156.454590
	Iteration 75Q: 3 clusters Score -4645728 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -4645740.500000 Penalty: 5156.454590
	Iteration 76Q: 3 clusters Score -4645740 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4645747.500000 Penalty: 5156.454590
	Iteration 77Q: 3 clusters Score -4645748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31205 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -4645755.500000 Penalty: 5156.454590
	Iteration 78Q: 3 clusters Score -4645756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -4645761.500000 Penalty: 5156.454590
	Iteration 79Q: 3 clusters Score -4645762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -4645761.000000 Penalty: 5156.454590
	Iteration 80F: 3 clusters Score -4645761 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -4645767.500000 Penalty: 5156.454590
	Iteration 81Q: 3 clusters Score -4645768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -4645775.500000 Penalty: 5156.454590
	Iteration 82Q: 3 clusters Score -4645776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4645775.000000 Penalty: 5156.454590
	Iteration 83Q: 3 clusters Score -4645775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -4645775.500000 Penalty: 5156.454590
	Iteration 84Q: 3 clusters Score -4645776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4645783.500000 Penalty: 5156.454590
	Iteration 85Q: 3 clusters Score -4645784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -4645783.000000 Penalty: 5156.454590
	Iteration 86Q: 3 clusters Score -4645783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4645786.000000 Penalty: 5156.454590
	Iteration 87Q: 3 clusters Score -4645786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4645788.500000 Penalty: 5156.454590
	Iteration 88Q: 3 clusters Score -4645788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4645788.500000 Penalty: 5156.454590
	Iteration 89Q: 3 clusters Score -4645788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -4645792.500000 Penalty: 5156.454590
	Iteration 90Q: 3 clusters Score -4645792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4645786.500000 Penalty: 5156.454590
	Iteration 91Q: 3 clusters Score -4645786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4645791.500000 Penalty: 5156.454590
	Iteration 92Q: 3 clusters Score -4645792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4645797.000000 Penalty: 5156.454590
	Iteration 93Q: 3 clusters Score -4645797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -4645799.500000 Penalty: 5156.454590
	Iteration 94Q: 3 clusters Score -4645800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4645801.500000 Penalty: 5156.454590
	Iteration 95Q: 3 clusters Score -4645802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4645798.000000 Penalty: 5156.454590
	Iteration 96Q: 3 clusters Score -4645798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4645802.500000 Penalty: 5156.454590
	Iteration 97Q: 3 clusters Score -4645802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31403 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4645805.000000 Penalty: 5156.454590
	Iteration 98Q: 3 clusters Score -4645805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31403 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4645805.000000 Penalty: 5156.454590
	Iteration 99F: 3 clusters Score -4645805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Entering Unmasked Estep 
Score: -460839.312500 Penalty: 2013.905884
	Iteration 0F: 2 clusters Score -460839.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -457316.375000 Penalty: 4027.811768
	Iteration 0F: 3 clusters Score -457316.4 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -458049.218750 Penalty: 4027.811768
	Iteration 1F: 3 clusters Score -458049.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -458222.625000 Penalty: 4027.811768
	Iteration 2F: 3 clusters Score -458222.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -458329.062500 Penalty: 4027.811768
	Iteration 3Q: 3 clusters Score -458329.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -458392.156250 Penalty: 4027.811768
	Iteration 4Q: 3 clusters Score -458392.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -458434.000000 Penalty: 4027.811768
	Iteration 5Q: 3 clusters Score -458434 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -458467.093750 Penalty: 4027.811768
	Iteration 6Q: 3 clusters Score -458467.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -458502.781250 Penalty: 4027.811768
	Iteration 7Q: 3 clusters Score -458502.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -458541.062500 Penalty: 4027.811768
	Iteration 8Q: 3 clusters Score -458541.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -458596.000000 Penalty: 4027.811768
	Iteration 9Q: 3 clusters Score -458596 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -458663.687500 Penalty: 4027.811768
	Iteration 10Q: 3 clusters Score -458663.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -458734.656250 Penalty: 4027.811768
	Iteration 11Q: 3 clusters Score -458734.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -458817.312500 Penalty: 4027.811768
	Iteration 12Q: 3 clusters Score -458817.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -458927.125000 Penalty: 4027.811768
	Iteration 13Q: 3 clusters Score -458927.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -459031.187500 Penalty: 4027.811768
	Iteration 14Q: 3 clusters Score -459031.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -459110.437500 Penalty: 4027.811768
	Iteration 15Q: 3 clusters Score -459110.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -459188.593750 Penalty: 4027.811768
	Iteration 16Q: 3 clusters Score -459188.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -459236.875000 Penalty: 4027.811768
	Iteration 17Q: 3 clusters Score -459236.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -459279.250000 Penalty: 4027.811768
	Iteration 18Q: 3 clusters Score -459279.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -459318.593750 Penalty: 4027.811768
	Iteration 19Q: 3 clusters Score -459318.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -459356.968750 Penalty: 4027.811768
	Iteration 20F: 3 clusters Score -459357 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -459392.906250 Penalty: 4027.811768
	Iteration 21Q: 3 clusters Score -459392.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -459426.875000 Penalty: 4027.811768
	Iteration 22Q: 3 clusters Score -459426.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -459460.593750 Penalty: 4027.811768
	Iteration 23Q: 3 clusters Score -459460.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -459480.187500 Penalty: 4027.811768
	Iteration 24Q: 3 clusters Score -459480.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -459493.781250 Penalty: 4027.811768
	Iteration 25Q: 3 clusters Score -459493.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -459505.250000 Penalty: 4027.811768
	Iteration 26Q: 3 clusters Score -459505.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -459517.062500 Penalty: 4027.811768
	Iteration 27Q: 3 clusters Score -459517.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -459523.406250 Penalty: 4027.811768
	Iteration 28Q: 3 clusters Score -459523.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -459526.000000 Penalty: 4027.811768
	Iteration 29Q: 3 clusters Score -459526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -459528.500000 Penalty: 4027.811768
	Iteration 30Q: 3 clusters Score -459528.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -459529.500000 Penalty: 4027.811768
	Iteration 31Q: 3 clusters Score -459529.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -459531.906250 Penalty: 4027.811768
	Iteration 32Q: 3 clusters Score -459531.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -459534.593750 Penalty: 4027.811768
	Iteration 33Q: 3 clusters Score -459534.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -459537.781250 Penalty: 4027.811768
	Iteration 34Q: 3 clusters Score -459537.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -459541.375000 Penalty: 4027.811768
	Iteration 35Q: 3 clusters Score -459541.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -459545.375000 Penalty: 4027.811768
	Iteration 36Q: 3 clusters Score -459545.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -459547.656250 Penalty: 4027.811768
	Iteration 37Q: 3 clusters Score -459547.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -459550.781250 Penalty: 4027.811768
	Iteration 38Q: 3 clusters Score -459550.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -459551.968750 Penalty: 4027.811768
	Iteration 39Q: 3 clusters Score -459552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -459553.531250 Penalty: 4027.811768
	Iteration 40F: 3 clusters Score -459553.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -459553.656250 Penalty: 4027.811768
	Iteration 41Q: 3 clusters Score -459553.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -459555.343750 Penalty: 4027.811768
	Iteration 42Q: 3 clusters Score -459555.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -459556.312500 Penalty: 4027.811768
	Iteration 43Q: 3 clusters Score -459556.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -459557.562500 Penalty: 4027.811768
	Iteration 44Q: 3 clusters Score -459557.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -459558.312500 Penalty: 4027.811768
	Iteration 45Q: 3 clusters Score -459558.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -459559.687500 Penalty: 4027.811768
	Iteration 46Q: 3 clusters Score -459559.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -459561.250000 Penalty: 4027.811768
	Iteration 47Q: 3 clusters Score -459561.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -459561.656250 Penalty: 4027.811768
	Iteration 48Q: 3 clusters Score -459561.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -459561.656250 Penalty: 4027.811768
	Iteration 49F: 3 clusters Score -459561.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (180107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180107 members 
Entering Unmasked Estep 
Score: -25366232.000000 Penalty: 3001.123779
	Iteration 0F: 2 clusters Score -2.536623e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90322 members 
Mstep: Class 2 contains 89785 members 
Entering Unmasked Estep 
Score: -25260334.000000 Penalty: 6002.247559
	Iteration 0F: 3 clusters Score -2.526033e+07 nChanged 86390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93940 members 
Mstep: Class 2 contains 86167 members 
Entering Unmasked Estep 
Score: -25310712.000000 Penalty: 6002.247559
	Iteration 1F: 3 clusters Score -2.531071e+07 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95864 members 
Mstep: Class 2 contains 84243 members 
Entering Unmasked Estep 
Score: -25311970.000000 Penalty: 6002.247559
	Iteration 2Q: 3 clusters Score -2.531197e+07 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98596 members 
Mstep: Class 2 contains 81511 members 
Entering Unmasked Estep 
Score: -25313602.000000 Penalty: 6002.247559
	Iteration 3Q: 3 clusters Score -2.53136e+07 nChanged 7389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102229 members 
Mstep: Class 2 contains 77878 members 
Entering Unmasked Estep 
Score: -25315796.000000 Penalty: 6002.247559
	Iteration 4Q: 3 clusters Score -2.53158e+07 nChanged 8660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106943 members 
Mstep: Class 2 contains 73164 members 
Entering Unmasked Estep 
Score: -25319122.000000 Penalty: 6002.247559
	Iteration 5Q: 3 clusters Score -2.531912e+07 nChanged 10012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112721 members 
Mstep: Class 2 contains 67386 members 
Entering Unmasked Estep 
Score: -25324200.000000 Penalty: 6002.247559
	Iteration 6F: 3 clusters Score -2.53242e+07 nChanged 10992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118313 members 
Mstep: Class 2 contains 61794 members 
Entering Unmasked Estep 
Score: -25331196.000000 Penalty: 6002.247559
	Iteration 7F: 3 clusters Score -2.53312e+07 nChanged 11147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122206 members 
Mstep: Class 2 contains 57901 members 
Entering Unmasked Estep 
Score: -25338044.000000 Penalty: 6002.247559
	Iteration 8F: 3 clusters Score -2.533804e+07 nChanged 9932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123744 members 
Mstep: Class 2 contains 56363 members 
Entering Unmasked Estep 
Score: -25343444.000000 Penalty: 6002.247559
	Iteration 9F: 3 clusters Score -2.534344e+07 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123591 members 
Mstep: Class 2 contains 56516 members 
Entering Unmasked Estep 
Score: -25345764.000000 Penalty: 6002.247559
	Iteration 10Q: 3 clusters Score -2.534576e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122711 members 
Mstep: Class 2 contains 57396 members 
Entering Unmasked Estep 
Score: -25346662.000000 Penalty: 6002.247559
	Iteration 11Q: 3 clusters Score -2.534666e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121602 members 
Mstep: Class 2 contains 58505 members 
Entering Unmasked Estep 
Score: -25346806.000000 Penalty: 6002.247559
	Iteration 12Q: 3 clusters Score -2.534681e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120435 members 
Mstep: Class 2 contains 59672 members 
Entering Unmasked Estep 
Score: -25346750.000000 Penalty: 6002.247559
	Iteration 13Q: 3 clusters Score -2.534675e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119234 members 
Mstep: Class 2 contains 60873 members 
Entering Unmasked Estep 
Score: -25346730.000000 Penalty: 6002.247559
	Iteration 14Q: 3 clusters Score -2.534673e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117964 members 
Mstep: Class 2 contains 62143 members 
Entering Unmasked Estep 
Score: -25346758.000000 Penalty: 6002.247559
	Iteration 15Q: 3 clusters Score -2.534676e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116583 members 
Mstep: Class 2 contains 63524 members 
Entering Unmasked Estep 
Score: -25346844.000000 Penalty: 6002.247559
	Iteration 16Q: 3 clusters Score -2.534684e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115098 members 
Mstep: Class 2 contains 65009 members 
Entering Unmasked Estep 
Score: -25346930.000000 Penalty: 6002.247559
	Iteration 17Q: 3 clusters Score -2.534693e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113620 members 
Mstep: Class 2 contains 66487 members 
Entering Unmasked Estep 
Score: -25346988.000000 Penalty: 6002.247559
	Iteration 18Q: 3 clusters Score -2.534699e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112061 members 
Mstep: Class 2 contains 68046 members 
Entering Unmasked Estep 
Score: -25347140.000000 Penalty: 6002.247559
	Iteration 19Q: 3 clusters Score -2.534714e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110462 members 
Mstep: Class 2 contains 69645 members 
Entering Unmasked Estep 
Score: -25347286.000000 Penalty: 6002.247559
	Iteration 20F: 3 clusters Score -2.534729e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108836 members 
Mstep: Class 2 contains 71271 members 
Entering Unmasked Estep 
Score: -25347616.000000 Penalty: 6002.247559
	Iteration 21Q: 3 clusters Score -2.534762e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107091 members 
Mstep: Class 2 contains 73016 members 
Entering Unmasked Estep 
Score: -25347756.000000 Penalty: 6002.247559
	Iteration 22Q: 3 clusters Score -2.534776e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105353 members 
Mstep: Class 2 contains 74754 members 
Entering Unmasked Estep 
Score: -25347858.000000 Penalty: 6002.247559
	Iteration 23Q: 3 clusters Score -2.534786e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103546 members 
Mstep: Class 2 contains 76561 members 
Entering Unmasked Estep 
Score: -25348128.000000 Penalty: 6002.247559
	Iteration 24Q: 3 clusters Score -2.534813e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101699 members 
Mstep: Class 2 contains 78408 members 
Entering Unmasked Estep 
Score: -25348342.000000 Penalty: 6002.247559
	Iteration 25Q: 3 clusters Score -2.534834e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99620 members 
Mstep: Class 2 contains 80487 members 
Entering Unmasked Estep 
Score: -25348618.000000 Penalty: 6002.247559
	Iteration 26Q: 3 clusters Score -2.534862e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97310 members 
Mstep: Class 2 contains 82797 members 
Entering Unmasked Estep 
Score: -25349068.000000 Penalty: 6002.247559
	Iteration 27Q: 3 clusters Score -2.534907e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94863 members 
Mstep: Class 2 contains 85244 members 
Entering Unmasked Estep 
Score: -25349442.000000 Penalty: 6002.247559
	Iteration 28Q: 3 clusters Score -2.534944e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92061 members 
Mstep: Class 2 contains 88046 members 
Entering Unmasked Estep 
Score: -25349772.000000 Penalty: 6002.247559
	Iteration 29Q: 3 clusters Score -2.534977e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89000 members 
Mstep: Class 2 contains 91107 members 
Entering Unmasked Estep 
Score: -25350292.000000 Penalty: 6002.247559
	Iteration 30Q: 3 clusters Score -2.535029e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85637 members 
Mstep: Class 2 contains 94470 members 
Entering Unmasked Estep 
Score: -25350702.000000 Penalty: 6002.247559
	Iteration 31Q: 3 clusters Score -2.53507e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81837 members 
Mstep: Class 2 contains 98270 members 
Entering Unmasked Estep 
Score: -25351236.000000 Penalty: 6002.247559
	Iteration 32Q: 3 clusters Score -2.535124e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77676 members 
Mstep: Class 2 contains 102431 members 
Entering Unmasked Estep 
Score: -25351996.000000 Penalty: 6002.247559
	Iteration 33Q: 3 clusters Score -2.5352e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73390 members 
Mstep: Class 2 contains 106717 members 
Entering Unmasked Estep 
Score: -25352814.000000 Penalty: 6002.247559
	Iteration 34Q: 3 clusters Score -2.535281e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68917 members 
Mstep: Class 2 contains 111190 members 
Entering Unmasked Estep 
Score: -25353724.000000 Penalty: 6002.247559
	Iteration 35Q: 3 clusters Score -2.535372e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64800 members 
Mstep: Class 2 contains 115307 members 
Entering Unmasked Estep 
Score: -25354342.000000 Penalty: 6002.247559
	Iteration 36Q: 3 clusters Score -2.535434e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61369 members 
Mstep: Class 2 contains 118738 members 
Entering Unmasked Estep 
Score: -25354238.000000 Penalty: 6002.247559
	Iteration 37Q: 3 clusters Score -2.535424e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58671 members 
Mstep: Class 2 contains 121436 members 
Entering Unmasked Estep 
Score: -25354284.000000 Penalty: 6002.247559
	Iteration 38Q: 3 clusters Score -2.535428e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56604 members 
Mstep: Class 2 contains 123503 members 
Entering Unmasked Estep 
Score: -25354222.000000 Penalty: 6002.247559
	Iteration 39Q: 3 clusters Score -2.535422e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54999 members 
Mstep: Class 2 contains 125108 members 
Entering Unmasked Estep 
Score: -25357240.000000 Penalty: 6002.247559
	Iteration 40F: 3 clusters Score -2.535724e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50841 members 
Mstep: Class 2 contains 129266 members 
Entering Unmasked Estep 
Score: -25359250.000000 Penalty: 6002.247559
	Iteration 41Q: 3 clusters Score -2.535925e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47657 members 
Mstep: Class 2 contains 132450 members 
Entering Unmasked Estep 
Score: -25360062.000000 Penalty: 6002.247559
	Iteration 42Q: 3 clusters Score -2.536006e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 134992 members 
Entering Unmasked Estep 
Score: -25360416.000000 Penalty: 6002.247559
	Iteration 43Q: 3 clusters Score -2.536042e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 136994 members 
Entering Unmasked Estep 
Score: -25360432.000000 Penalty: 6002.247559
	Iteration 44Q: 3 clusters Score -2.536043e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41475 members 
Mstep: Class 2 contains 138632 members 
Entering Unmasked Estep 
Score: -25360348.000000 Penalty: 6002.247559
	Iteration 45Q: 3 clusters Score -2.536035e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40067 members 
Mstep: Class 2 contains 140040 members 
Entering Unmasked Estep 
Score: -25360398.000000 Penalty: 6002.247559
	Iteration 46Q: 3 clusters Score -2.53604e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38766 members 
Mstep: Class 2 contains 141341 members 
Entering Unmasked Estep 
Score: -25360454.000000 Penalty: 6002.247559
	Iteration 47Q: 3 clusters Score -2.536045e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37602 members 
Mstep: Class 2 contains 142505 members 
Entering Unmasked Estep 
Score: -25360416.000000 Penalty: 6002.247559
	Iteration 48Q: 3 clusters Score -2.536042e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36516 members 
Mstep: Class 2 contains 143591 members 
Entering Unmasked Estep 
Score: -25360392.000000 Penalty: 6002.247559
	Iteration 49Q: 3 clusters Score -2.536039e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 144627 members 
Entering Unmasked Estep 
Score: -25360538.000000 Penalty: 6002.247559
	Iteration 50Q: 3 clusters Score -2.536054e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 145667 members 
Entering Unmasked Estep 
Score: -25360702.000000 Penalty: 6002.247559
	Iteration 51Q: 3 clusters Score -2.53607e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33447 members 
Mstep: Class 2 contains 146660 members 
Entering Unmasked Estep 
Score: -25360842.000000 Penalty: 6002.247559
	Iteration 52Q: 3 clusters Score -2.536084e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 147572 members 
Entering Unmasked Estep 
Score: -25361022.000000 Penalty: 6002.247559
	Iteration 53Q: 3 clusters Score -2.536102e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31632 members 
Mstep: Class 2 contains 148475 members 
Entering Unmasked Estep 
Score: -25361248.000000 Penalty: 6002.247559
	Iteration 54Q: 3 clusters Score -2.536125e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 149328 members 
Entering Unmasked Estep 
Score: -25361506.000000 Penalty: 6002.247559
	Iteration 55Q: 3 clusters Score -2.536151e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 150154 members 
Entering Unmasked Estep 
Score: -25361724.000000 Penalty: 6002.247559
	Iteration 56Q: 3 clusters Score -2.536172e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 150930 members 
Entering Unmasked Estep 
Score: -25361906.000000 Penalty: 6002.247559
	Iteration 57Q: 3 clusters Score -2.536191e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 151669 members 
Entering Unmasked Estep 
Score: -25362338.000000 Penalty: 6002.247559
	Iteration 58Q: 3 clusters Score -2.536234e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 152512 members 
Entering Unmasked Estep 
Score: -25362842.000000 Penalty: 6002.247559
	Iteration 59Q: 3 clusters Score -2.536284e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 153332 members 
Entering Unmasked Estep 
Score: -25363202.000000 Penalty: 6002.247559
	Iteration 60F: 3 clusters Score -2.53632e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 154105 members 
Entering Unmasked Estep 
Score: -25363628.000000 Penalty: 6002.247559
	Iteration 61Q: 3 clusters Score -2.536363e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 154845 members 
Entering Unmasked Estep 
Score: -25364172.000000 Penalty: 6002.247559
	Iteration 62Q: 3 clusters Score -2.536417e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 155550 members 
Entering Unmasked Estep 
Score: -25364618.000000 Penalty: 6002.247559
	Iteration 63Q: 3 clusters Score -2.536462e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 156251 members 
Entering Unmasked Estep 
Score: -25364958.000000 Penalty: 6002.247559
	Iteration 64Q: 3 clusters Score -2.536496e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 156938 members 
Entering Unmasked Estep 
Score: -25365444.000000 Penalty: 6002.247559
	Iteration 65Q: 3 clusters Score -2.536544e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 157633 members 
Entering Unmasked Estep 
Score: -25365900.000000 Penalty: 6002.247559
	Iteration 66Q: 3 clusters Score -2.53659e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 158346 members 
Entering Unmasked Estep 
Score: -25366242.000000 Penalty: 6002.247559
	Iteration 67Q: 3 clusters Score -2.536624e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 159040 members 
Entering Unmasked Estep 
Score: -25366544.000000 Penalty: 6002.247559
	Iteration 68Q: 3 clusters Score -2.536654e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 159734 members 
Entering Unmasked Estep 
Score: -25366774.000000 Penalty: 6002.247559
	Iteration 69Q: 3 clusters Score -2.536677e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 160447 members 
Entering Unmasked Estep 
Score: -25367072.000000 Penalty: 6002.247559
	Iteration 70Q: 3 clusters Score -2.536707e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 161145 members 
Entering Unmasked Estep 
Score: -25367254.000000 Penalty: 6002.247559
	Iteration 71Q: 3 clusters Score -2.536725e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 161804 members 
Entering Unmasked Estep 
Score: -25367376.000000 Penalty: 6002.247559
	Iteration 72Q: 3 clusters Score -2.536738e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 162493 members 
Entering Unmasked Estep 
Score: -25367688.000000 Penalty: 6002.247559
	Iteration 73Q: 3 clusters Score -2.536769e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 163197 members 
Entering Unmasked Estep 
Score: -25367936.000000 Penalty: 6002.247559
	Iteration 74Q: 3 clusters Score -2.536794e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 163912 members 
Entering Unmasked Estep 
Score: -25368036.000000 Penalty: 6002.247559
	Iteration 75Q: 3 clusters Score -2.536804e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 164651 members 
Entering Unmasked Estep 
Score: -25368186.000000 Penalty: 6002.247559
	Iteration 76Q: 3 clusters Score -2.536819e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 165427 members 
Entering Unmasked Estep 
Score: -25368318.000000 Penalty: 6002.247559
	Iteration 77Q: 3 clusters Score -2.536832e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 166228 members 
Entering Unmasked Estep 
Score: -25368532.000000 Penalty: 6002.247559
	Iteration 78Q: 3 clusters Score -2.536853e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 167052 members 
Entering Unmasked Estep 
Score: -25368618.000000 Penalty: 6002.247559
	Iteration 79Q: 3 clusters Score -2.536862e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 167908 members 
Entering Unmasked Estep 
Score: -25368572.000000 Penalty: 6002.247559
	Iteration 80F: 3 clusters Score -2.536857e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 168788 members 
Entering Unmasked Estep 
Score: -25368792.000000 Penalty: 6002.247559
	Iteration 81Q: 3 clusters Score -2.536879e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 169725 members 
Entering Unmasked Estep 
Score: -25368770.000000 Penalty: 6002.247559
	Iteration 82Q: 3 clusters Score -2.536877e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 170638 members 
Entering Unmasked Estep 
Score: -25368636.000000 Penalty: 6002.247559
	Iteration 83Q: 3 clusters Score -2.536864e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 171579 members 
Entering Unmasked Estep 
Score: -25368502.000000 Penalty: 6002.247559
	Iteration 84Q: 3 clusters Score -2.53685e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 172468 members 
Entering Unmasked Estep 
Score: -25368270.000000 Penalty: 6002.247559
	Iteration 85Q: 3 clusters Score -2.536827e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 173323 members 
Entering Unmasked Estep 
Score: -25368128.000000 Penalty: 6002.247559
	Iteration 86Q: 3 clusters Score -2.536813e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 174097 members 
Entering Unmasked Estep 
Score: -25367860.000000 Penalty: 6002.247559
	Iteration 87Q: 3 clusters Score -2.536786e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 174815 members 
Entering Unmasked Estep 
Score: -25367600.000000 Penalty: 6002.247559
	Iteration 88Q: 3 clusters Score -2.53676e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 175439 members 
Entering Unmasked Estep 
Score: -25367400.000000 Penalty: 6002.247559
	Iteration 89Q: 3 clusters Score -2.53674e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 175980 members 
Entering Unmasked Estep 
Score: -25367168.000000 Penalty: 6002.247559
	Iteration 90Q: 3 clusters Score -2.536717e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 176453 members 
Entering Unmasked Estep 
Score: -25366860.000000 Penalty: 6002.247559
	Iteration 91Q: 3 clusters Score -2.536686e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 176860 members 
Entering Unmasked Estep 
Score: -25366702.000000 Penalty: 6002.247559
	Iteration 92Q: 3 clusters Score -2.53667e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 177223 members 
Entering Unmasked Estep 
Score: -25366586.000000 Penalty: 6002.247559
	Iteration 93Q: 3 clusters Score -2.536659e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 177535 members 
Entering Unmasked Estep 
Score: -25366522.000000 Penalty: 6002.247559
	Iteration 94Q: 3 clusters Score -2.536652e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 177793 members 
Entering Unmasked Estep 
Score: -25366380.000000 Penalty: 6002.247559
	Iteration 95Q: 3 clusters Score -2.536638e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 178003 members 
Entering Unmasked Estep 
Score: -25366236.000000 Penalty: 6002.247559
	Iteration 96Q: 3 clusters Score -2.536624e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 178163 members 
Entering Unmasked Estep 
Score: -25366216.000000 Penalty: 6002.247559
	Iteration 97Q: 3 clusters Score -2.536622e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 178310 members 
Entering Unmasked Estep 
Score: -25366118.000000 Penalty: 6002.247559
	Iteration 98Q: 3 clusters Score -2.536612e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 178409 members 
Entering Unmasked Estep 
Score: -25366098.000000 Penalty: 6002.247559
	Iteration 99Q: 3 clusters Score -2.53661e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 178521 members 
Entering Unmasked Estep 
Score: -25366080.000000 Penalty: 6002.247559
	Iteration 100F: 3 clusters Score -2.536608e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 178609 members 
Entering Unmasked Estep 
Score: -25366072.000000 Penalty: 6002.247559
	Iteration 101Q: 3 clusters Score -2.536607e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 178693 members 
Entering Unmasked Estep 
Score: -25366092.000000 Penalty: 6002.247559
	Iteration 102Q: 3 clusters Score -2.536609e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 178772 members 
Entering Unmasked Estep 
Score: -25366174.000000 Penalty: 6002.247559
	Iteration 103Q: 3 clusters Score -2.536617e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 178829 members 
Entering Unmasked Estep 
Score: -25366200.000000 Penalty: 6002.247559
	Iteration 104Q: 3 clusters Score -2.53662e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 178876 members 
Entering Unmasked Estep 
Score: -25366188.000000 Penalty: 6002.247559
	Iteration 105Q: 3 clusters Score -2.536619e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 178894 members 
Entering Unmasked Estep 
Score: -25366208.000000 Penalty: 6002.247559
	Iteration 106Q: 3 clusters Score -2.536621e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 178913 members 
Entering Unmasked Estep 
Score: -25366262.000000 Penalty: 6002.247559
	Iteration 107Q: 3 clusters Score -2.536626e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 178922 members 
Entering Unmasked Estep 
Score: -25366282.000000 Penalty: 6002.247559
	Iteration 108Q: 3 clusters Score -2.536628e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 178939 members 
Entering Unmasked Estep 
Score: -25366268.000000 Penalty: 6002.247559
	Iteration 109Q: 3 clusters Score -2.536627e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 178947 members 
Entering Unmasked Estep 
Score: -25366274.000000 Penalty: 6002.247559
	Iteration 110Q: 3 clusters Score -2.536627e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 178948 members 
Entering Unmasked Estep 
Score: -25366296.000000 Penalty: 6002.247559
	Iteration 111Q: 3 clusters Score -2.53663e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 178950 members 
Entering Unmasked Estep 
Score: -25366312.000000 Penalty: 6002.247559
	Iteration 112Q: 3 clusters Score -2.536631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 178956 members 
Entering Unmasked Estep 
Score: -25366320.000000 Penalty: 6002.247559
	Iteration 113Q: 3 clusters Score -2.536632e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 178963 members 
Entering Unmasked Estep 
Score: -25366328.000000 Penalty: 6002.247559
	Iteration 114Q: 3 clusters Score -2.536633e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 178963 members 
Entering Unmasked Estep 
Score: -25366330.000000 Penalty: 6002.247559
	Iteration 115Q: 3 clusters Score -2.536633e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 178965 members 
Entering Unmasked Estep 
Score: -25366322.000000 Penalty: 6002.247559
	Iteration 116Q: 3 clusters Score -2.536632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 178968 members 
Entering Unmasked Estep 
Score: -25366306.000000 Penalty: 6002.247559
	Iteration 117Q: 3 clusters Score -2.536631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 178969 members 
Entering Unmasked Estep 
Score: -25366284.000000 Penalty: 6002.247559
	Iteration 118Q: 3 clusters Score -2.536628e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 178970 members 
Entering Unmasked Estep 
Score: -25366296.000000 Penalty: 6002.247559
	Iteration 119Q: 3 clusters Score -2.53663e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 178970 members 
Entering Unmasked Estep 
Score: -25366302.000000 Penalty: 6002.247559
	Iteration 120F: 3 clusters Score -2.53663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 178965 members 
Entering Unmasked Estep 
Score: -25366316.000000 Penalty: 6002.247559
	Iteration 121Q: 3 clusters Score -2.536632e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 178961 members 
Entering Unmasked Estep 
Score: -25366312.000000 Penalty: 6002.247559
	Iteration 122Q: 3 clusters Score -2.536631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 178959 members 
Entering Unmasked Estep 
Score: -25366328.000000 Penalty: 6002.247559
	Iteration 123Q: 3 clusters Score -2.536633e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 178955 members 
Entering Unmasked Estep 
Score: -25366350.000000 Penalty: 6002.247559
	Iteration 124Q: 3 clusters Score -2.536635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 178949 members 
Entering Unmasked Estep 
Score: -25366350.000000 Penalty: 6002.247559
	Iteration 125Q: 3 clusters Score -2.536635e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 178945 members 
Entering Unmasked Estep 
Score: -25366362.000000 Penalty: 6002.247559
	Iteration 126Q: 3 clusters Score -2.536636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 178943 members 
Entering Unmasked Estep 
Score: -25366370.000000 Penalty: 6002.247559
	Iteration 127Q: 3 clusters Score -2.536637e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 178943 members 
Entering Unmasked Estep 
Score: -25366370.000000 Penalty: 6002.247559
	Iteration 128F: 3 clusters Score -2.536637e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65827 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161681 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 31223 members 
Mstep: Class 8 contains 136083 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164106 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 130994 members 
Mstep: Class 13 contains 17293 members 
Mstep: Class 14 contains 16925 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32731 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 1164 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Mstep: Class 26 contains 178943 members 
Entering Unmasked Estep 
Score: -132674968.000000 Penalty: 88826.445312
Splitting cluster 18 changes total score from -132674992.000000 to -132674968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (2143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Entering Unmasked Estep 
Score: -295220.937500 Penalty: 1902.150513
	Iteration 0F: 2 clusters Score -295220.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -292497.593750 Penalty: 3804.301025
	Iteration 0F: 3 clusters Score -292497.6 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -293039.218750 Penalty: 3804.301025
	Iteration 1F: 3 clusters Score -293039.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -293189.843750 Penalty: 3804.301025
	Iteration 2F: 3 clusters Score -293189.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -293269.687500 Penalty: 3804.301025
	Iteration 3Q: 3 clusters Score -293269.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -293324.593750 Penalty: 3804.301025
	Iteration 4Q: 3 clusters Score -293324.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -293369.437500 Penalty: 3804.301025
	Iteration 5Q: 3 clusters Score -293369.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -293401.937500 Penalty: 3804.301025
	Iteration 6Q: 3 clusters Score -293401.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -293425.812500 Penalty: 3804.301025
	Iteration 7Q: 3 clusters Score -293425.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -293443.281250 Penalty: 3804.301025
	Iteration 8Q: 3 clusters Score -293443.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -293456.937500 Penalty: 3804.301025
	Iteration 9Q: 3 clusters Score -293456.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -293464.968750 Penalty: 3804.301025
	Iteration 10Q: 3 clusters Score -293465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -293476.218750 Penalty: 3804.301025
	Iteration 11Q: 3 clusters Score -293476.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -293486.625000 Penalty: 3804.301025
	Iteration 12Q: 3 clusters Score -293486.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -293499.937500 Penalty: 3804.301025
	Iteration 13Q: 3 clusters Score -293499.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -293518.750000 Penalty: 3804.301025
	Iteration 14Q: 3 clusters Score -293518.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -293530.312500 Penalty: 3804.301025
	Iteration 15Q: 3 clusters Score -293530.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -293543.468750 Penalty: 3804.301025
	Iteration 16Q: 3 clusters Score -293543.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -293552.562500 Penalty: 3804.301025
	Iteration 17Q: 3 clusters Score -293552.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -293557.125000 Penalty: 3804.301025
	Iteration 18Q: 3 clusters Score -293557.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -293558.968750 Penalty: 3804.301025
	Iteration 19Q: 3 clusters Score -293559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -293559.406250 Penalty: 3804.301025
	Iteration 20F: 3 clusters Score -293559.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -81267.898438 Penalty: 1583.946045
	Iteration 0F: 2 clusters Score -81267.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -79670.312500 Penalty: 3167.892090
	Iteration 0F: 3 clusters Score -79670.31 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -79827.312500 Penalty: 3167.892090
	Iteration 1F: 3 clusters Score -79827.31 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -79867.031250 Penalty: 3167.892090
	Iteration 2Q: 3 clusters Score -79867.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -79882.742188 Penalty: 3167.892090
	Iteration 3Q: 3 clusters Score -79882.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -79890.539062 Penalty: 3167.892090
	Iteration 4Q: 3 clusters Score -79890.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -79893.718750 Penalty: 3167.892090
	Iteration 5Q: 3 clusters Score -79893.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -79893.718750 Penalty: 3167.892090
	Iteration 6F: 3 clusters Score -79893.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Entering Unmasked Estep 
Score: -482410.812500 Penalty: 2028.302368
	Iteration 0F: 2 clusters Score -482410.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -478763.187500 Penalty: 4056.604736
	Iteration 0F: 3 clusters Score -478763.2 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -479496.000000 Penalty: 4056.604736
	Iteration 1F: 3 clusters Score -479496 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -479693.437500 Penalty: 4056.604736
	Iteration 2F: 3 clusters Score -479693.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -479812.375000 Penalty: 4056.604736
	Iteration 3Q: 3 clusters Score -479812.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -479913.062500 Penalty: 4056.604736
	Iteration 4Q: 3 clusters Score -479913.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -479986.187500 Penalty: 4056.604736
	Iteration 5Q: 3 clusters Score -479986.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -480040.218750 Penalty: 4056.604736
	Iteration 6Q: 3 clusters Score -480040.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -480084.031250 Penalty: 4056.604736
	Iteration 7Q: 3 clusters Score -480084 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -480133.187500 Penalty: 4056.604736
	Iteration 8Q: 3 clusters Score -480133.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -480177.781250 Penalty: 4056.604736
	Iteration 9Q: 3 clusters Score -480177.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -480223.562500 Penalty: 4056.604736
	Iteration 10Q: 3 clusters Score -480223.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -480276.312500 Penalty: 4056.604736
	Iteration 11Q: 3 clusters Score -480276.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -480323.687500 Penalty: 4056.604736
	Iteration 12Q: 3 clusters Score -480323.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -480364.656250 Penalty: 4056.604736
	Iteration 13Q: 3 clusters Score -480364.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -480404.875000 Penalty: 4056.604736
	Iteration 14Q: 3 clusters Score -480404.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -480451.718750 Penalty: 4056.604736
	Iteration 15Q: 3 clusters Score -480451.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -480491.250000 Penalty: 4056.604736
	Iteration 16Q: 3 clusters Score -480491.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -480518.531250 Penalty: 4056.604736
	Iteration 17Q: 3 clusters Score -480518.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -480543.312500 Penalty: 4056.604736
	Iteration 18Q: 3 clusters Score -480543.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -480567.656250 Penalty: 4056.604736
	Iteration 19Q: 3 clusters Score -480567.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -480597.406250 Penalty: 4056.604736
	Iteration 20F: 3 clusters Score -480597.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -480633.281250 Penalty: 4056.604736
	Iteration 21Q: 3 clusters Score -480633.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -480671.562500 Penalty: 4056.604736
	Iteration 22Q: 3 clusters Score -480671.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -480705.218750 Penalty: 4056.604736
	Iteration 23Q: 3 clusters Score -480705.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -480743.843750 Penalty: 4056.604736
	Iteration 24Q: 3 clusters Score -480743.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -480777.437500 Penalty: 4056.604736
	Iteration 25Q: 3 clusters Score -480777.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -480810.781250 Penalty: 4056.604736
	Iteration 26Q: 3 clusters Score -480810.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -480842.562500 Penalty: 4056.604736
	Iteration 27Q: 3 clusters Score -480842.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -480869.531250 Penalty: 4056.604736
	Iteration 28Q: 3 clusters Score -480869.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -480897.250000 Penalty: 4056.604736
	Iteration 29Q: 3 clusters Score -480897.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -480911.812500 Penalty: 4056.604736
	Iteration 30Q: 3 clusters Score -480911.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -480921.375000 Penalty: 4056.604736
	Iteration 31Q: 3 clusters Score -480921.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -480932.875000 Penalty: 4056.604736
	Iteration 32Q: 3 clusters Score -480932.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -480951.218750 Penalty: 4056.604736
	Iteration 33Q: 3 clusters Score -480951.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -480975.312500 Penalty: 4056.604736
	Iteration 34Q: 3 clusters Score -480975.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -481007.781250 Penalty: 4056.604736
	Iteration 35Q: 3 clusters Score -481007.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -481038.343750 Penalty: 4056.604736
	Iteration 36Q: 3 clusters Score -481038.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -481070.562500 Penalty: 4056.604736
	Iteration 37Q: 3 clusters Score -481070.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -481099.156250 Penalty: 4056.604736
	Iteration 38Q: 3 clusters Score -481099.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -481122.500000 Penalty: 4056.604736
	Iteration 39Q: 3 clusters Score -481122.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -481135.125000 Penalty: 4056.604736
	Iteration 40F: 3 clusters Score -481135.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -481144.375000 Penalty: 4056.604736
	Iteration 41Q: 3 clusters Score -481144.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -481150.093750 Penalty: 4056.604736
	Iteration 42Q: 3 clusters Score -481150.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -481152.656250 Penalty: 4056.604736
	Iteration 43Q: 3 clusters Score -481152.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -481153.875000 Penalty: 4056.604736
	Iteration 44Q: 3 clusters Score -481153.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -481154.593750 Penalty: 4056.604736
	Iteration 45Q: 3 clusters Score -481154.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -481155.125000 Penalty: 4056.604736
	Iteration 46Q: 3 clusters Score -481155.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -481156.156250 Penalty: 4056.604736
	Iteration 47Q: 3 clusters Score -481156.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -481157.281250 Penalty: 4056.604736
	Iteration 48Q: 3 clusters Score -481157.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -481157.593750 Penalty: 4056.604736
	Iteration 49Q: 3 clusters Score -481157.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -481157.593750 Penalty: 4056.604736
	Iteration 50F: 3 clusters Score -481157.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (95 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Entering Unmasked Estep 
Score: -9003.604492 Penalty: 1129.361450
	Iteration 0F: 2 clusters Score -9003.604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -8424.166992 Penalty: 2258.722900
	Iteration 0F: 3 clusters Score -8424.167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -24767.232422 Penalty: 1346.477661
	Iteration 0F: 2 clusters Score -24767.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -23613.095703 Penalty: 2692.955322
	Iteration 0F: 3 clusters Score -23613.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -23688.070312 Penalty: 2692.955322
	Iteration 1F: 3 clusters Score -23688.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -23715.978516 Penalty: 2692.955322
	Iteration 2Q: 3 clusters Score -23715.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -23724.507812 Penalty: 2692.955322
	Iteration 3Q: 3 clusters Score -23724.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23731.619141 Penalty: 2692.955322
	Iteration 4Q: 3 clusters Score -23731.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -23734.980469 Penalty: 2692.955322
	Iteration 5Q: 3 clusters Score -23734.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -23734.980469 Penalty: 2692.955322
	Iteration 6F: 3 clusters Score -23734.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -33150.343750 Penalty: 1423.468628
	Iteration 0F: 2 clusters Score -33150.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31957.111328 Penalty: 2846.937256
	Iteration 0F: 3 clusters Score -31957.11 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -32130.941406 Penalty: 2846.937256
	Iteration 1F: 3 clusters Score -32130.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -32216.253906 Penalty: 2846.937256
	Iteration 2Q: 3 clusters Score -32216.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -32338.507812 Penalty: 2846.937256
	Iteration 3Q: 3 clusters Score -32338.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -32433.970703 Penalty: 2846.937256
	Iteration 4Q: 3 clusters Score -32433.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -32535.070312 Penalty: 2846.937256
	Iteration 5Q: 3 clusters Score -32535.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -32696.064453 Penalty: 2846.937256
	Iteration 6Q: 3 clusters Score -32696.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -32733.546875 Penalty: 2846.937256
	Iteration 7Q: 3 clusters Score -32733.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -32742.013672 Penalty: 2846.937256
	Iteration 8Q: 3 clusters Score -32742.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -32745.947266 Penalty: 2846.937256
	Iteration 9Q: 3 clusters Score -32745.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -32748.275391 Penalty: 2846.937256
	Iteration 10Q: 3 clusters Score -32748.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -32748.275391 Penalty: 2846.937256
	Iteration 11F: 3 clusters Score -32748.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -59295.281250 Penalty: 1553.322754
	Iteration 0F: 2 clusters Score -59295.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -57848.742188 Penalty: 3106.645508
	Iteration 0F: 3 clusters Score -57848.74 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -58167.187500 Penalty: 3106.645508
	Iteration 1F: 3 clusters Score -58167.19 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -58424.761719 Penalty: 3106.645508
	Iteration 2F: 3 clusters Score -58424.76 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -58933.406250 Penalty: 3106.645508
	Iteration 3F: 3 clusters Score -58933.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -59154.992188 Penalty: 3106.645508
	Iteration 4Q: 3 clusters Score -59154.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -59196.472656 Penalty: 3106.645508
	Iteration 5Q: 3 clusters Score -59196.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -59225.582031 Penalty: 3106.645508
	Iteration 6Q: 3 clusters Score -59225.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -59256.187500 Penalty: 3106.645508
	Iteration 7Q: 3 clusters Score -59256.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -59264.156250 Penalty: 3106.645508
	Iteration 8Q: 3 clusters Score -59264.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -59264.156250 Penalty: 3106.645508
	Iteration 9F: 3 clusters Score -59264.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65827 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161681 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 31223 members 
Mstep: Class 8 contains 136083 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164106 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 130994 members 
Mstep: Class 13 contains 17293 members 
Mstep: Class 14 contains 16925 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32731 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180107 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132674968.000000 Penalty: 85410.039062
Iteration 439Q: 26 clusters Score -1.32675e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65827 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161683 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 31222 members 
Mstep: Class 8 contains 136084 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164103 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 130994 members 
Mstep: Class 13 contains 17293 members 
Mstep: Class 14 contains 16925 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32731 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180108 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132674976.000000 Penalty: 85410.039062
Iteration 440F: 26 clusters Score -1.32675e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65828 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161685 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 31221 members 
Mstep: Class 8 contains 136083 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164102 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 130995 members 
Mstep: Class 13 contains 17293 members 
Mstep: Class 14 contains 16925 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32731 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180107 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675008.000000 Penalty: 85410.039062
Iteration 441Q: 26 clusters Score -1.32675e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65828 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161688 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 31222 members 
Mstep: Class 8 contains 136082 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164100 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 130996 members 
Mstep: Class 13 contains 17293 members 
Mstep: Class 14 contains 16925 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32731 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180105 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675016.000000 Penalty: 85410.039062
Iteration 442Q: 26 clusters Score -1.32675e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65828 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161691 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 31222 members 
Mstep: Class 8 contains 136081 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164099 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 130995 members 
Mstep: Class 13 contains 17293 members 
Mstep: Class 14 contains 16925 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32731 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180105 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132674992.000000 Penalty: 85410.039062
Iteration 443Q: 26 clusters Score -1.32675e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65828 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161688 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 31221 members 
Mstep: Class 8 contains 136082 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164103 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 130997 members 
Mstep: Class 13 contains 17293 members 
Mstep: Class 14 contains 16925 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32730 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180103 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675008.000000 Penalty: 85410.039062
Iteration 444Q: 26 clusters Score -1.32675e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65828 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161687 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 31221 members 
Mstep: Class 8 contains 136082 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164104 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 130997 members 
Mstep: Class 13 contains 17293 members 
Mstep: Class 14 contains 16925 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32730 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180103 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675040.000000 Penalty: 85410.039062
Iteration 445Q: 26 clusters Score -1.32675e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65828 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161686 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 31221 members 
Mstep: Class 8 contains 136082 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164104 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 130997 members 
Mstep: Class 13 contains 17293 members 
Mstep: Class 14 contains 16925 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32730 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180104 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675008.000000 Penalty: 85410.039062
Iteration 446Q: 26 clusters Score -1.32675e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65828 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161684 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 31221 members 
Mstep: Class 8 contains 136083 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164104 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 130997 members 
Mstep: Class 13 contains 17293 members 
Mstep: Class 14 contains 16925 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32730 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180105 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675024.000000 Penalty: 85410.039062
Iteration 447Q: 26 clusters Score -1.32675e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65828 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161683 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 31221 members 
Mstep: Class 8 contains 136084 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164104 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 130997 members 
Mstep: Class 13 contains 17293 members 
Mstep: Class 14 contains 16925 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32730 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180105 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675040.000000 Penalty: 85410.039062
Iteration 448Q: 26 clusters Score -1.32675e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65828 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161683 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 31221 members 
Mstep: Class 8 contains 136084 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164104 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 130997 members 
Mstep: Class 13 contains 17293 members 
Mstep: Class 14 contains 16925 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32730 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180105 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675016.000000 Penalty: 85410.039062
Iteration 449Q: 26 clusters Score -1.32675e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65828 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161683 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 31221 members 
Mstep: Class 8 contains 136083 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164104 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 130997 members 
Mstep: Class 13 contains 17293 members 
Mstep: Class 14 contains 16925 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32730 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180106 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675008.000000 Penalty: 85410.039062
Iteration 450Q: 26 clusters Score -1.32675e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65828 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161683 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 31221 members 
Mstep: Class 8 contains 136083 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164104 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 130997 members 
Mstep: Class 13 contains 17293 members 
Mstep: Class 14 contains 16925 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32730 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180106 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675008.000000 Penalty: 85410.039062
Iteration 451F: 26 clusters Score -1.32675e+08 nChanged 0
Entering ConstructFrom: 
Score: -132675008.000000 Penalty: 85410.039062
Entering ConstructFrom: 
Trying to split cluster 1 (992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Entering Unmasked Estep 
Score: -127353.281250 Penalty: 1711.131348
	Iteration 0F: 2 clusters Score -127353.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -125469.000000 Penalty: 3422.262695
	Iteration 0F: 3 clusters Score -125469 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -125991.046875 Penalty: 3422.262695
	Iteration 1F: 3 clusters Score -125991 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -126747.257812 Penalty: 3422.262695
	Iteration 2F: 3 clusters Score -126747.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -127470.890625 Penalty: 3422.262695
	Iteration 3F: 3 clusters Score -127470.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -128038.085938 Penalty: 3422.262695
	Iteration 4F: 3 clusters Score -128038.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -128199.132812 Penalty: 3422.262695
	Iteration 5Q: 3 clusters Score -128199.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -128228.039062 Penalty: 3422.262695
	Iteration 6Q: 3 clusters Score -128228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -128247.875000 Penalty: 3422.262695
	Iteration 7Q: 3 clusters Score -128247.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -128250.953125 Penalty: 3422.262695
	Iteration 8Q: 3 clusters Score -128251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -128250.953125 Penalty: 3422.262695
	Iteration 9F: 3 clusters Score -128251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 65828 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161683 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 31221 members 
Mstep: Class 8 contains 136083 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164104 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 130997 members 
Mstep: Class 13 contains 17293 members 
Mstep: Class 14 contains 16925 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32730 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180106 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Mstep: Class 26 contains 674 members 
Entering Unmasked Estep 
Score: -132674160.000000 Penalty: 88826.445312
Splitting cluster 1 changes total score from -132675008.000000 to -132674160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (65828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65828 members 
Entering Unmasked Estep 
Score: -9274252.000000 Penalty: 2751.510742
	Iteration 0F: 2 clusters Score -9274252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -9229962.000000 Penalty: 5503.021484
	Iteration 0F: 3 clusters Score -9229962 nChanged 30675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35350 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -9247651.000000 Penalty: 5503.021484
	Iteration 1F: 3 clusters Score -9247651 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -9248332.000000 Penalty: 5503.021484
	Iteration 2Q: 3 clusters Score -9248332 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -9249257.000000 Penalty: 5503.021484
	Iteration 3Q: 3 clusters Score -9249257 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40997 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -9250720.000000 Penalty: 5503.021484
	Iteration 4Q: 3 clusters Score -9250720 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44700 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -9253050.000000 Penalty: 5503.021484
	Iteration 5F: 3 clusters Score -9253050 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49527 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -9256742.000000 Penalty: 5503.021484
	Iteration 6F: 3 clusters Score -9256742 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54896 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -9261668.000000 Penalty: 5503.021484
	Iteration 7F: 3 clusters Score -9261668 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59785 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -9266470.000000 Penalty: 5503.021484
	Iteration 8F: 3 clusters Score -9266470 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62946 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -9269514.000000 Penalty: 5503.021484
	Iteration 9Q: 3 clusters Score -9269514 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64476 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -9270927.000000 Penalty: 5503.021484
	Iteration 10Q: 3 clusters Score -9270927 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65073 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -9271428.000000 Penalty: 5503.021484
	Iteration 11Q: 3 clusters Score -9271428 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65305 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -9271689.000000 Penalty: 5503.021484
	Iteration 12Q: 3 clusters Score -9271689 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65411 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -9271782.000000 Penalty: 5503.021484
	Iteration 13Q: 3 clusters Score -9271782 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65457 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -9271849.000000 Penalty: 5503.021484
	Iteration 14Q: 3 clusters Score -9271849 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65483 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -9271876.000000 Penalty: 5503.021484
	Iteration 15Q: 3 clusters Score -9271876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65498 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -9271899.000000 Penalty: 5503.021484
	Iteration 16Q: 3 clusters Score -9271899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65508 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9271909.000000 Penalty: 5503.021484
	Iteration 17Q: 3 clusters Score -9271909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65513 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -9271912.000000 Penalty: 5503.021484
	Iteration 18Q: 3 clusters Score -9271912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65517 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9271932.000000 Penalty: 5503.021484
	Iteration 19Q: 3 clusters Score -9271932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65517 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9271930.000000 Penalty: 5503.021484
	Iteration 20F: 3 clusters Score -9271930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65521 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -9271935.000000 Penalty: 5503.021484
	Iteration 21Q: 3 clusters Score -9271935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65522 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -9271931.000000 Penalty: 5503.021484
	Iteration 22Q: 3 clusters Score -9271931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65522 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -9271927.000000 Penalty: 5503.021484
	Iteration 23Q: 3 clusters Score -9271927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65524 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9271939.000000 Penalty: 5503.021484
	Iteration 24Q: 3 clusters Score -9271939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65527 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -9271939.000000 Penalty: 5503.021484
	Iteration 25Q: 3 clusters Score -9271939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65527 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -9271943.000000 Penalty: 5503.021484
	Iteration 26Q: 3 clusters Score -9271943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65526 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -9271938.000000 Penalty: 5503.021484
	Iteration 27Q: 3 clusters Score -9271938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65527 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -9271950.000000 Penalty: 5503.021484
	Iteration 28Q: 3 clusters Score -9271950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65525 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -9271952.000000 Penalty: 5503.021484
	Iteration 29Q: 3 clusters Score -9271952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65528 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -9271956.000000 Penalty: 5503.021484
	Iteration 30Q: 3 clusters Score -9271956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65532 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -9271957.000000 Penalty: 5503.021484
	Iteration 31Q: 3 clusters Score -9271957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65531 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -9271957.000000 Penalty: 5503.021484
	Iteration 32Q: 3 clusters Score -9271957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65531 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -9271957.000000 Penalty: 5503.021484
	Iteration 33F: 3 clusters Score -9271957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -55556.515625 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -55556.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -54215.023438 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -54215.02 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -54539.273438 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -54539.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -54663.937500 Penalty: 3051.755371
	Iteration 2F: 3 clusters Score -54663.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -54738.191406 Penalty: 3051.755371
	Iteration 3Q: 3 clusters Score -54738.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -54788.726562 Penalty: 3051.755371
	Iteration 4Q: 3 clusters Score -54788.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -54912.328125 Penalty: 3051.755371
	Iteration 5Q: 3 clusters Score -54912.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -54937.671875 Penalty: 3051.755371
	Iteration 6Q: 3 clusters Score -54937.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -54950.304688 Penalty: 3051.755371
	Iteration 7Q: 3 clusters Score -54950.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -54979.914062 Penalty: 3051.755371
	Iteration 8Q: 3 clusters Score -54979.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -54997.492188 Penalty: 3051.755371
	Iteration 9Q: 3 clusters Score -54997.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -55013.125000 Penalty: 3051.755371
	Iteration 10Q: 3 clusters Score -55013.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -55016.601562 Penalty: 3051.755371
	Iteration 11Q: 3 clusters Score -55016.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -55018.679688 Penalty: 3051.755371
	Iteration 12Q: 3 clusters Score -55018.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -55025.695312 Penalty: 3051.755371
	Iteration 13Q: 3 clusters Score -55025.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -55031.570312 Penalty: 3051.755371
	Iteration 14Q: 3 clusters Score -55031.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -55033.152344 Penalty: 3051.755371
	Iteration 15Q: 3 clusters Score -55033.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -55037.875000 Penalty: 3051.755371
	Iteration 16Q: 3 clusters Score -55037.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -55040.089844 Penalty: 3051.755371
	Iteration 17Q: 3 clusters Score -55040.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -55043.234375 Penalty: 3051.755371
	Iteration 18Q: 3 clusters Score -55043.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -55043.234375 Penalty: 3051.755371
	Iteration 19F: 3 clusters Score -55043.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -68679.406250 Penalty: 1582.690308
	Iteration 0F: 2 clusters Score -68679.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -67088.484375 Penalty: 3165.380615
	Iteration 0F: 3 clusters Score -67088.48 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -67296.742188 Penalty: 3165.380615
	Iteration 1F: 3 clusters Score -67296.74 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -67404.546875 Penalty: 3165.380615
	Iteration 2F: 3 clusters Score -67404.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -67476.218750 Penalty: 3165.380615
	Iteration 3Q: 3 clusters Score -67476.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -67564.820312 Penalty: 3165.380615
	Iteration 4Q: 3 clusters Score -67564.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -67681.601562 Penalty: 3165.380615
	Iteration 5Q: 3 clusters Score -67681.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -67820.898438 Penalty: 3165.380615
	Iteration 6Q: 3 clusters Score -67820.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -67922.281250 Penalty: 3165.380615
	Iteration 7Q: 3 clusters Score -67922.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -67974.843750 Penalty: 3165.380615
	Iteration 8Q: 3 clusters Score -67974.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -68027.757812 Penalty: 3165.380615
	Iteration 9Q: 3 clusters Score -68027.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -68068.765625 Penalty: 3165.380615
	Iteration 10Q: 3 clusters Score -68068.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -68118.757812 Penalty: 3165.380615
	Iteration 11Q: 3 clusters Score -68118.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -68193.632812 Penalty: 3165.380615
	Iteration 12Q: 3 clusters Score -68193.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -68222.054688 Penalty: 3165.380615
	Iteration 13Q: 3 clusters Score -68222.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -68229.414062 Penalty: 3165.380615
	Iteration 14Q: 3 clusters Score -68229.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -68233.101562 Penalty: 3165.380615
	Iteration 15Q: 3 clusters Score -68233.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -68237.367188 Penalty: 3165.380615
	Iteration 16Q: 3 clusters Score -68237.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -68245.796875 Penalty: 3165.380615
	Iteration 17Q: 3 clusters Score -68245.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -68260.742188 Penalty: 3165.380615
	Iteration 18Q: 3 clusters Score -68260.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -68275.281250 Penalty: 3165.380615
	Iteration 19Q: 3 clusters Score -68275.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -68303.109375 Penalty: 3165.380615
	Iteration 20F: 3 clusters Score -68303.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -68333.562500 Penalty: 3165.380615
	Iteration 21Q: 3 clusters Score -68333.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -68345.929688 Penalty: 3165.380615
	Iteration 22Q: 3 clusters Score -68345.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -68351.382812 Penalty: 3165.380615
	Iteration 23Q: 3 clusters Score -68351.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -68351.382812 Penalty: 3165.380615
	Iteration 24F: 3 clusters Score -68351.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (161683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161683 members 
Entering Unmasked Estep 
Score: -22605368.000000 Penalty: 2974.361328
	Iteration 0F: 2 clusters Score -2.260537e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80729 members 
Mstep: Class 2 contains 80954 members 
Entering Unmasked Estep 
Score: -22501090.000000 Penalty: 5948.722656
	Iteration 0F: 3 clusters Score -2.250109e+07 nChanged 77132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79681 members 
Mstep: Class 2 contains 82002 members 
Entering Unmasked Estep 
Score: -22545742.000000 Penalty: 5948.722656
	Iteration 1F: 3 clusters Score -2.254574e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78854 members 
Mstep: Class 2 contains 82829 members 
Entering Unmasked Estep 
Score: -22546606.000000 Penalty: 5948.722656
	Iteration 2Q: 3 clusters Score -2.254661e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77645 members 
Mstep: Class 2 contains 84038 members 
Entering Unmasked Estep 
Score: -22547712.000000 Penalty: 5948.722656
	Iteration 3Q: 3 clusters Score -2.254771e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75822 members 
Mstep: Class 2 contains 85861 members 
Entering Unmasked Estep 
Score: -22548894.000000 Penalty: 5948.722656
	Iteration 4Q: 3 clusters Score -2.254889e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73179 members 
Mstep: Class 2 contains 88504 members 
Entering Unmasked Estep 
Score: -22550654.000000 Penalty: 5948.722656
	Iteration 5Q: 3 clusters Score -2.255065e+07 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69263 members 
Mstep: Class 2 contains 92420 members 
Entering Unmasked Estep 
Score: -22553066.000000 Penalty: 5948.722656
	Iteration 6Q: 3 clusters Score -2.255307e+07 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63616 members 
Mstep: Class 2 contains 98067 members 
Entering Unmasked Estep 
Score: -22557078.000000 Penalty: 5948.722656
	Iteration 7Q: 3 clusters Score -2.255708e+07 nChanged 9405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55795 members 
Mstep: Class 2 contains 105888 members 
Entering Unmasked Estep 
Score: -22562980.000000 Penalty: 5948.722656
	Iteration 8F: 3 clusters Score -2.256298e+07 nChanged 11035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45860 members 
Mstep: Class 2 contains 115823 members 
Entering Unmasked Estep 
Score: -22571272.000000 Penalty: 5948.722656
	Iteration 9F: 3 clusters Score -2.257127e+07 nChanged 11556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 126803 members 
Entering Unmasked Estep 
Score: -22580952.000000 Penalty: 5948.722656
	Iteration 10F: 3 clusters Score -2.258095e+07 nChanged 10341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 136808 members 
Entering Unmasked Estep 
Score: -22589830.000000 Penalty: 5948.722656
	Iteration 11F: 3 clusters Score -2.258983e+07 nChanged 7764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 144350 members 
Entering Unmasked Estep 
Score: -22595912.000000 Penalty: 5948.722656
	Iteration 12Q: 3 clusters Score -2.259591e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 149387 members 
Entering Unmasked Estep 
Score: -22599416.000000 Penalty: 5948.722656
	Iteration 13Q: 3 clusters Score -2.259942e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 152582 members 
Entering Unmasked Estep 
Score: -22601378.000000 Penalty: 5948.722656
	Iteration 14Q: 3 clusters Score -2.260138e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 154586 members 
Entering Unmasked Estep 
Score: -22602486.000000 Penalty: 5948.722656
	Iteration 15Q: 3 clusters Score -2.260249e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 155945 members 
Entering Unmasked Estep 
Score: -22603212.000000 Penalty: 5948.722656
	Iteration 16Q: 3 clusters Score -2.260321e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 156818 members 
Entering Unmasked Estep 
Score: -22603666.000000 Penalty: 5948.722656
	Iteration 17Q: 3 clusters Score -2.260367e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 157458 members 
Entering Unmasked Estep 
Score: -22603928.000000 Penalty: 5948.722656
	Iteration 18Q: 3 clusters Score -2.260393e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 157895 members 
Entering Unmasked Estep 
Score: -22604044.000000 Penalty: 5948.722656
	Iteration 19Q: 3 clusters Score -2.260404e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 158210 members 
Entering Unmasked Estep 
Score: -22604170.000000 Penalty: 5948.722656
	Iteration 20F: 3 clusters Score -2.260417e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 158449 members 
Entering Unmasked Estep 
Score: -22604208.000000 Penalty: 5948.722656
	Iteration 21Q: 3 clusters Score -2.260421e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 158631 members 
Entering Unmasked Estep 
Score: -22604250.000000 Penalty: 5948.722656
	Iteration 22Q: 3 clusters Score -2.260425e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 158774 members 
Entering Unmasked Estep 
Score: -22604236.000000 Penalty: 5948.722656
	Iteration 23Q: 3 clusters Score -2.260424e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 158899 members 
Entering Unmasked Estep 
Score: -22604230.000000 Penalty: 5948.722656
	Iteration 24Q: 3 clusters Score -2.260423e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 158985 members 
Entering Unmasked Estep 
Score: -22604268.000000 Penalty: 5948.722656
	Iteration 25Q: 3 clusters Score -2.260427e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 159080 members 
Entering Unmasked Estep 
Score: -22604242.000000 Penalty: 5948.722656
	Iteration 26Q: 3 clusters Score -2.260424e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 159153 members 
Entering Unmasked Estep 
Score: -22604238.000000 Penalty: 5948.722656
	Iteration 27Q: 3 clusters Score -2.260424e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 159231 members 
Entering Unmasked Estep 
Score: -22604264.000000 Penalty: 5948.722656
	Iteration 28Q: 3 clusters Score -2.260426e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 159296 members 
Entering Unmasked Estep 
Score: -22604280.000000 Penalty: 5948.722656
	Iteration 29Q: 3 clusters Score -2.260428e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 159355 members 
Entering Unmasked Estep 
Score: -22604286.000000 Penalty: 5948.722656
	Iteration 30Q: 3 clusters Score -2.260429e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 159398 members 
Entering Unmasked Estep 
Score: -22604288.000000 Penalty: 5948.722656
	Iteration 31Q: 3 clusters Score -2.260429e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 159434 members 
Entering Unmasked Estep 
Score: -22604244.000000 Penalty: 5948.722656
	Iteration 32Q: 3 clusters Score -2.260424e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 159465 members 
Entering Unmasked Estep 
Score: -22604246.000000 Penalty: 5948.722656
	Iteration 33Q: 3 clusters Score -2.260425e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 159484 members 
Entering Unmasked Estep 
Score: -22604264.000000 Penalty: 5948.722656
	Iteration 34Q: 3 clusters Score -2.260426e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 159511 members 
Entering Unmasked Estep 
Score: -22604270.000000 Penalty: 5948.722656
	Iteration 35Q: 3 clusters Score -2.260427e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 159529 members 
Entering Unmasked Estep 
Score: -22604264.000000 Penalty: 5948.722656
	Iteration 36Q: 3 clusters Score -2.260426e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 159543 members 
Entering Unmasked Estep 
Score: -22604244.000000 Penalty: 5948.722656
	Iteration 37Q: 3 clusters Score -2.260424e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 159559 members 
Entering Unmasked Estep 
Score: -22604250.000000 Penalty: 5948.722656
	Iteration 38Q: 3 clusters Score -2.260425e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 159575 members 
Entering Unmasked Estep 
Score: -22604260.000000 Penalty: 5948.722656
	Iteration 39Q: 3 clusters Score -2.260426e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 159582 members 
Entering Unmasked Estep 
Score: -22604266.000000 Penalty: 5948.722656
	Iteration 40F: 3 clusters Score -2.260427e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 159588 members 
Entering Unmasked Estep 
Score: -22604264.000000 Penalty: 5948.722656
	Iteration 41Q: 3 clusters Score -2.260426e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 159600 members 
Entering Unmasked Estep 
Score: -22604288.000000 Penalty: 5948.722656
	Iteration 42Q: 3 clusters Score -2.260429e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 159607 members 
Entering Unmasked Estep 
Score: -22604280.000000 Penalty: 5948.722656
	Iteration 43Q: 3 clusters Score -2.260428e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 159612 members 
Entering Unmasked Estep 
Score: -22604278.000000 Penalty: 5948.722656
	Iteration 44Q: 3 clusters Score -2.260428e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 159620 members 
Entering Unmasked Estep 
Score: -22604272.000000 Penalty: 5948.722656
	Iteration 45Q: 3 clusters Score -2.260427e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 159627 members 
Entering Unmasked Estep 
Score: -22604282.000000 Penalty: 5948.722656
	Iteration 46Q: 3 clusters Score -2.260428e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 159633 members 
Entering Unmasked Estep 
Score: -22604288.000000 Penalty: 5948.722656
	Iteration 47Q: 3 clusters Score -2.260429e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 159642 members 
Entering Unmasked Estep 
Score: -22604282.000000 Penalty: 5948.722656
	Iteration 48Q: 3 clusters Score -2.260428e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 159655 members 
Entering Unmasked Estep 
Score: -22604288.000000 Penalty: 5948.722656
	Iteration 49Q: 3 clusters Score -2.260429e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 159664 members 
Entering Unmasked Estep 
Score: -22604280.000000 Penalty: 5948.722656
	Iteration 50Q: 3 clusters Score -2.260428e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 159676 members 
Entering Unmasked Estep 
Score: -22604274.000000 Penalty: 5948.722656
	Iteration 51Q: 3 clusters Score -2.260427e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 159682 members 
Entering Unmasked Estep 
Score: -22604268.000000 Penalty: 5948.722656
	Iteration 52Q: 3 clusters Score -2.260427e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 159692 members 
Entering Unmasked Estep 
Score: -22604258.000000 Penalty: 5948.722656
	Iteration 53Q: 3 clusters Score -2.260426e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 159702 members 
Entering Unmasked Estep 
Score: -22604242.000000 Penalty: 5948.722656
	Iteration 54Q: 3 clusters Score -2.260424e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 159710 members 
Entering Unmasked Estep 
Score: -22604242.000000 Penalty: 5948.722656
	Iteration 55Q: 3 clusters Score -2.260424e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 159725 members 
Entering Unmasked Estep 
Score: -22604232.000000 Penalty: 5948.722656
	Iteration 56Q: 3 clusters Score -2.260423e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 159739 members 
Entering Unmasked Estep 
Score: -22604236.000000 Penalty: 5948.722656
	Iteration 57Q: 3 clusters Score -2.260424e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 159749 members 
Entering Unmasked Estep 
Score: -22604228.000000 Penalty: 5948.722656
	Iteration 58Q: 3 clusters Score -2.260423e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 159758 members 
Entering Unmasked Estep 
Score: -22604208.000000 Penalty: 5948.722656
	Iteration 59Q: 3 clusters Score -2.260421e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 159762 members 
Entering Unmasked Estep 
Score: -22604196.000000 Penalty: 5948.722656
	Iteration 60F: 3 clusters Score -2.26042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 159763 members 
Entering Unmasked Estep 
Score: -22604196.000000 Penalty: 5948.722656
	Iteration 61Q: 3 clusters Score -2.26042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 159765 members 
Entering Unmasked Estep 
Score: -22604182.000000 Penalty: 5948.722656
	Iteration 62Q: 3 clusters Score -2.260418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 159766 members 
Entering Unmasked Estep 
Score: -22604188.000000 Penalty: 5948.722656
	Iteration 63Q: 3 clusters Score -2.260419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 159767 members 
Entering Unmasked Estep 
Score: -22604186.000000 Penalty: 5948.722656
	Iteration 64Q: 3 clusters Score -2.260419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 159769 members 
Entering Unmasked Estep 
Score: -22604194.000000 Penalty: 5948.722656
	Iteration 65Q: 3 clusters Score -2.260419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 159773 members 
Entering Unmasked Estep 
Score: -22604212.000000 Penalty: 5948.722656
	Iteration 66Q: 3 clusters Score -2.260421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 159773 members 
Entering Unmasked Estep 
Score: -22604212.000000 Penalty: 5948.722656
	Iteration 67F: 3 clusters Score -2.260421e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Entering Unmasked Estep 
Score: -528268.812500 Penalty: 2046.218506
	Iteration 0F: 2 clusters Score -528268.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -524530.687500 Penalty: 4092.437012
	Iteration 0F: 3 clusters Score -524530.7 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -525414.750000 Penalty: 4092.437012
	Iteration 1F: 3 clusters Score -525414.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -525629.062500 Penalty: 4092.437012
	Iteration 2F: 3 clusters Score -525629.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -525740.500000 Penalty: 4092.437012
	Iteration 3F: 3 clusters Score -525740.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -525791.937500 Penalty: 4092.437012
	Iteration 4Q: 3 clusters Score -525791.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -525826.062500 Penalty: 4092.437012
	Iteration 5Q: 3 clusters Score -525826.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -525855.250000 Penalty: 4092.437012
	Iteration 6Q: 3 clusters Score -525855.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -525874.812500 Penalty: 4092.437012
	Iteration 7Q: 3 clusters Score -525874.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -525887.687500 Penalty: 4092.437012
	Iteration 8Q: 3 clusters Score -525887.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -525899.687500 Penalty: 4092.437012
	Iteration 9Q: 3 clusters Score -525899.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -525910.125000 Penalty: 4092.437012
	Iteration 10Q: 3 clusters Score -525910.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -525918.687500 Penalty: 4092.437012
	Iteration 11Q: 3 clusters Score -525918.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -525925.500000 Penalty: 4092.437012
	Iteration 12Q: 3 clusters Score -525925.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -525929.437500 Penalty: 4092.437012
	Iteration 13Q: 3 clusters Score -525929.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -525933.062500 Penalty: 4092.437012
	Iteration 14Q: 3 clusters Score -525933.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -525936.062500 Penalty: 4092.437012
	Iteration 15Q: 3 clusters Score -525936.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -525938.312500 Penalty: 4092.437012
	Iteration 16Q: 3 clusters Score -525938.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -525940.750000 Penalty: 4092.437012
	Iteration 17Q: 3 clusters Score -525940.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -525943.625000 Penalty: 4092.437012
	Iteration 18Q: 3 clusters Score -525943.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -525944.750000 Penalty: 4092.437012
	Iteration 19Q: 3 clusters Score -525944.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -525945.500000 Penalty: 4092.437012
	Iteration 20F: 3 clusters Score -525945.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -525946.312500 Penalty: 4092.437012
	Iteration 21Q: 3 clusters Score -525946.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -525946.062500 Penalty: 4092.437012
	Iteration 22Q: 3 clusters Score -525946.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -525946.062500 Penalty: 4092.437012
	Iteration 23Q: 3 clusters Score -525946.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -525946.937500 Penalty: 4092.437012
	Iteration 24Q: 3 clusters Score -525946.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -525947.687500 Penalty: 4092.437012
	Iteration 25Q: 3 clusters Score -525947.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -525948.000000 Penalty: 4092.437012
	Iteration 26Q: 3 clusters Score -525948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -525948.687500 Penalty: 4092.437012
	Iteration 27Q: 3 clusters Score -525948.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -525948.687500 Penalty: 4092.437012
	Iteration 28F: 3 clusters Score -525948.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Entering Unmasked Estep 
Score: -4252341.500000 Penalty: 2566.513916
	Iteration 0F: 2 clusters Score -4252342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -4231037.000000 Penalty: 5133.027832
	Iteration 0F: 3 clusters Score -4231037 nChanged 14035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -4238747.500000 Penalty: 5133.027832
	Iteration 1F: 3 clusters Score -4238748 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -4239474.000000 Penalty: 5133.027832
	Iteration 2F: 3 clusters Score -4239474 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -4240543.500000 Penalty: 5133.027832
	Iteration 3F: 3 clusters Score -4240544 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -4242043.000000 Penalty: 5133.027832
	Iteration 4F: 3 clusters Score -4242043 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -4243782.500000 Penalty: 5133.027832
	Iteration 5F: 3 clusters Score -4243782 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -4245695.500000 Penalty: 5133.027832
	Iteration 6F: 3 clusters Score -4245696 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -4247382.500000 Penalty: 5133.027832
	Iteration 7F: 3 clusters Score -4247382 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -4248703.000000 Penalty: 5133.027832
	Iteration 8F: 3 clusters Score -4248703 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -4249549.000000 Penalty: 5133.027832
	Iteration 9Q: 3 clusters Score -4249549 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -4250133.000000 Penalty: 5133.027832
	Iteration 10Q: 3 clusters Score -4250133 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -4250512.000000 Penalty: 5133.027832
	Iteration 11Q: 3 clusters Score -4250512 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -4250815.000000 Penalty: 5133.027832
	Iteration 12Q: 3 clusters Score -4250815 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -4251068.500000 Penalty: 5133.027832
	Iteration 13Q: 3 clusters Score -4251068 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -4251327.500000 Penalty: 5133.027832
	Iteration 14Q: 3 clusters Score -4251328 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -4251575.000000 Penalty: 5133.027832
	Iteration 15Q: 3 clusters Score -4251575 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -4251783.000000 Penalty: 5133.027832
	Iteration 16Q: 3 clusters Score -4251783 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29097 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -4252004.500000 Penalty: 5133.027832
	Iteration 17Q: 3 clusters Score -4252004 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -4252222.000000 Penalty: 5133.027832
	Iteration 18Q: 3 clusters Score -4252222 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4252389.500000 Penalty: 5133.027832
	Iteration 19Q: 3 clusters Score -4252390 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -4252493.000000 Penalty: 5133.027832
	Iteration 20F: 3 clusters Score -4252493 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4252528.500000 Penalty: 5133.027832
	Iteration 21Q: 3 clusters Score -4252528 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -4252556.500000 Penalty: 5133.027832
	Iteration 22Q: 3 clusters Score -4252556 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -4252558.000000 Penalty: 5133.027832
	Iteration 23Q: 3 clusters Score -4252558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4252565.000000 Penalty: 5133.027832
	Iteration 24Q: 3 clusters Score -4252565 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4252558.500000 Penalty: 5133.027832
	Iteration 25Q: 3 clusters Score -4252558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4252564.000000 Penalty: 5133.027832
	Iteration 26Q: 3 clusters Score -4252564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4252565.000000 Penalty: 5133.027832
	Iteration 27Q: 3 clusters Score -4252565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4252573.000000 Penalty: 5133.027832
	Iteration 28Q: 3 clusters Score -4252573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -4252575.500000 Penalty: 5133.027832
	Iteration 29Q: 3 clusters Score -4252576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4252578.500000 Penalty: 5133.027832
	Iteration 30Q: 3 clusters Score -4252578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4252575.000000 Penalty: 5133.027832
	Iteration 31Q: 3 clusters Score -4252575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4252582.500000 Penalty: 5133.027832
	Iteration 32Q: 3 clusters Score -4252582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -4252578.000000 Penalty: 5133.027832
	Iteration 33Q: 3 clusters Score -4252578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -4252575.000000 Penalty: 5133.027832
	Iteration 34Q: 3 clusters Score -4252575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4252576.000000 Penalty: 5133.027832
	Iteration 35Q: 3 clusters Score -4252576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4252576.000000 Penalty: 5133.027832
	Iteration 36F: 3 clusters Score -4252576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65828 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161683 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 29797 members 
Mstep: Class 8 contains 136083 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164104 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 130997 members 
Mstep: Class 13 contains 17293 members 
Mstep: Class 14 contains 16925 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32730 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180106 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Mstep: Class 26 contains 1424 members 
Entering Unmasked Estep 
Score: -132674288.000000 Penalty: 88826.445312
Splitting cluster 7 changes total score from -132675008.000000 to -132674288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (136083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136083 members 
Entering Unmasked Estep 
Score: -19106480.000000 Penalty: 2931.613037
	Iteration 0F: 2 clusters Score -1.910648e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68036 members 
Mstep: Class 2 contains 68047 members 
Entering Unmasked Estep 
Score: -19020942.000000 Penalty: 5863.226074
	Iteration 0F: 3 clusters Score -1.902094e+07 nChanged 64811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68021 members 
Mstep: Class 2 contains 68062 members 
Entering Unmasked Estep 
Score: -19058302.000000 Penalty: 5863.226074
	Iteration 1F: 3 clusters Score -1.90583e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68236 members 
Mstep: Class 2 contains 67847 members 
Entering Unmasked Estep 
Score: -19059364.000000 Penalty: 5863.226074
	Iteration 2Q: 3 clusters Score -1.905936e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68438 members 
Mstep: Class 2 contains 67645 members 
Entering Unmasked Estep 
Score: -19060656.000000 Penalty: 5863.226074
	Iteration 3Q: 3 clusters Score -1.906066e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68716 members 
Mstep: Class 2 contains 67367 members 
Entering Unmasked Estep 
Score: -19062702.000000 Penalty: 5863.226074
	Iteration 4Q: 3 clusters Score -1.90627e+07 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69086 members 
Mstep: Class 2 contains 66997 members 
Entering Unmasked Estep 
Score: -19065616.000000 Penalty: 5863.226074
	Iteration 5Q: 3 clusters Score -1.906562e+07 nChanged 7037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69565 members 
Mstep: Class 2 contains 66518 members 
Entering Unmasked Estep 
Score: -19069522.000000 Penalty: 5863.226074
	Iteration 6F: 3 clusters Score -1.906952e+07 nChanged 7678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70031 members 
Mstep: Class 2 contains 66052 members 
Entering Unmasked Estep 
Score: -19073912.000000 Penalty: 5863.226074
	Iteration 7F: 3 clusters Score -1.907391e+07 nChanged 7883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70694 members 
Mstep: Class 2 contains 65389 members 
Entering Unmasked Estep 
Score: -19078210.000000 Penalty: 5863.226074
	Iteration 8F: 3 clusters Score -1.907821e+07 nChanged 7909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71527 members 
Mstep: Class 2 contains 64556 members 
Entering Unmasked Estep 
Score: -19082910.000000 Penalty: 5863.226074
	Iteration 9F: 3 clusters Score -1.908291e+07 nChanged 7520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72477 members 
Mstep: Class 2 contains 63606 members 
Entering Unmasked Estep 
Score: -19087326.000000 Penalty: 5863.226074
	Iteration 10F: 3 clusters Score -1.908733e+07 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73281 members 
Mstep: Class 2 contains 62802 members 
Entering Unmasked Estep 
Score: -19090800.000000 Penalty: 5863.226074
	Iteration 11Q: 3 clusters Score -1.90908e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73813 members 
Mstep: Class 2 contains 62270 members 
Entering Unmasked Estep 
Score: -19093010.000000 Penalty: 5863.226074
	Iteration 12Q: 3 clusters Score -1.909301e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74378 members 
Mstep: Class 2 contains 61705 members 
Entering Unmasked Estep 
Score: -19094336.000000 Penalty: 5863.226074
	Iteration 13Q: 3 clusters Score -1.909434e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74918 members 
Mstep: Class 2 contains 61165 members 
Entering Unmasked Estep 
Score: -19095198.000000 Penalty: 5863.226074
	Iteration 14Q: 3 clusters Score -1.90952e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75444 members 
Mstep: Class 2 contains 60639 members 
Entering Unmasked Estep 
Score: -19095892.000000 Penalty: 5863.226074
	Iteration 15Q: 3 clusters Score -1.909589e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76002 members 
Mstep: Class 2 contains 60081 members 
Entering Unmasked Estep 
Score: -19096494.000000 Penalty: 5863.226074
	Iteration 16Q: 3 clusters Score -1.909649e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76540 members 
Mstep: Class 2 contains 59543 members 
Entering Unmasked Estep 
Score: -19097172.000000 Penalty: 5863.226074
	Iteration 17Q: 3 clusters Score -1.909717e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77110 members 
Mstep: Class 2 contains 58973 members 
Entering Unmasked Estep 
Score: -19097850.000000 Penalty: 5863.226074
	Iteration 18Q: 3 clusters Score -1.909785e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77695 members 
Mstep: Class 2 contains 58388 members 
Entering Unmasked Estep 
Score: -19098434.000000 Penalty: 5863.226074
	Iteration 19Q: 3 clusters Score -1.909843e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78267 members 
Mstep: Class 2 contains 57816 members 
Entering Unmasked Estep 
Score: -19099032.000000 Penalty: 5863.226074
	Iteration 20F: 3 clusters Score -1.909903e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78798 members 
Mstep: Class 2 contains 57285 members 
Entering Unmasked Estep 
Score: -19099524.000000 Penalty: 5863.226074
	Iteration 21Q: 3 clusters Score -1.909952e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79384 members 
Mstep: Class 2 contains 56699 members 
Entering Unmasked Estep 
Score: -19099792.000000 Penalty: 5863.226074
	Iteration 22Q: 3 clusters Score -1.909979e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79972 members 
Mstep: Class 2 contains 56111 members 
Entering Unmasked Estep 
Score: -19100028.000000 Penalty: 5863.226074
	Iteration 23Q: 3 clusters Score -1.910003e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80550 members 
Mstep: Class 2 contains 55533 members 
Entering Unmasked Estep 
Score: -19100294.000000 Penalty: 5863.226074
	Iteration 24Q: 3 clusters Score -1.910029e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81155 members 
Mstep: Class 2 contains 54928 members 
Entering Unmasked Estep 
Score: -19100410.000000 Penalty: 5863.226074
	Iteration 25Q: 3 clusters Score -1.910041e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81796 members 
Mstep: Class 2 contains 54287 members 
Entering Unmasked Estep 
Score: -19100548.000000 Penalty: 5863.226074
	Iteration 26Q: 3 clusters Score -1.910055e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82468 members 
Mstep: Class 2 contains 53615 members 
Entering Unmasked Estep 
Score: -19100608.000000 Penalty: 5863.226074
	Iteration 27Q: 3 clusters Score -1.910061e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83120 members 
Mstep: Class 2 contains 52963 members 
Entering Unmasked Estep 
Score: -19100778.000000 Penalty: 5863.226074
	Iteration 28Q: 3 clusters Score -1.910078e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83792 members 
Mstep: Class 2 contains 52291 members 
Entering Unmasked Estep 
Score: -19100902.000000 Penalty: 5863.226074
	Iteration 29Q: 3 clusters Score -1.91009e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84416 members 
Mstep: Class 2 contains 51667 members 
Entering Unmasked Estep 
Score: -19100964.000000 Penalty: 5863.226074
	Iteration 30Q: 3 clusters Score -1.910096e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85070 members 
Mstep: Class 2 contains 51013 members 
Entering Unmasked Estep 
Score: -19101036.000000 Penalty: 5863.226074
	Iteration 31Q: 3 clusters Score -1.910104e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85684 members 
Mstep: Class 2 contains 50399 members 
Entering Unmasked Estep 
Score: -19101062.000000 Penalty: 5863.226074
	Iteration 32Q: 3 clusters Score -1.910106e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86281 members 
Mstep: Class 2 contains 49802 members 
Entering Unmasked Estep 
Score: -19101118.000000 Penalty: 5863.226074
	Iteration 33Q: 3 clusters Score -1.910112e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86844 members 
Mstep: Class 2 contains 49239 members 
Entering Unmasked Estep 
Score: -19101210.000000 Penalty: 5863.226074
	Iteration 34Q: 3 clusters Score -1.910121e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87355 members 
Mstep: Class 2 contains 48728 members 
Entering Unmasked Estep 
Score: -19101236.000000 Penalty: 5863.226074
	Iteration 35Q: 3 clusters Score -1.910124e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87872 members 
Mstep: Class 2 contains 48211 members 
Entering Unmasked Estep 
Score: -19101304.000000 Penalty: 5863.226074
	Iteration 36Q: 3 clusters Score -1.91013e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88418 members 
Mstep: Class 2 contains 47665 members 
Entering Unmasked Estep 
Score: -19101370.000000 Penalty: 5863.226074
	Iteration 37Q: 3 clusters Score -1.910137e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89005 members 
Mstep: Class 2 contains 47078 members 
Entering Unmasked Estep 
Score: -19101406.000000 Penalty: 5863.226074
	Iteration 38Q: 3 clusters Score -1.910141e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89586 members 
Mstep: Class 2 contains 46497 members 
Entering Unmasked Estep 
Score: -19101422.000000 Penalty: 5863.226074
	Iteration 39Q: 3 clusters Score -1.910142e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90139 members 
Mstep: Class 2 contains 45944 members 
Entering Unmasked Estep 
Score: -19101468.000000 Penalty: 5863.226074
	Iteration 40F: 3 clusters Score -1.910147e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90709 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -19101550.000000 Penalty: 5863.226074
	Iteration 41Q: 3 clusters Score -1.910155e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91297 members 
Mstep: Class 2 contains 44786 members 
Entering Unmasked Estep 
Score: -19101706.000000 Penalty: 5863.226074
	Iteration 42Q: 3 clusters Score -1.910171e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91930 members 
Mstep: Class 2 contains 44153 members 
Entering Unmasked Estep 
Score: -19101698.000000 Penalty: 5863.226074
	Iteration 43Q: 3 clusters Score -1.91017e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92578 members 
Mstep: Class 2 contains 43505 members 
Entering Unmasked Estep 
Score: -19101750.000000 Penalty: 5863.226074
	Iteration 44Q: 3 clusters Score -1.910175e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93240 members 
Mstep: Class 2 contains 42843 members 
Entering Unmasked Estep 
Score: -19101864.000000 Penalty: 5863.226074
	Iteration 45Q: 3 clusters Score -1.910186e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93926 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -19102028.000000 Penalty: 5863.226074
	Iteration 46Q: 3 clusters Score -1.910203e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94634 members 
Mstep: Class 2 contains 41449 members 
Entering Unmasked Estep 
Score: -19102258.000000 Penalty: 5863.226074
	Iteration 47Q: 3 clusters Score -1.910226e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95405 members 
Mstep: Class 2 contains 40678 members 
Entering Unmasked Estep 
Score: -19102530.000000 Penalty: 5863.226074
	Iteration 48Q: 3 clusters Score -1.910253e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96225 members 
Mstep: Class 2 contains 39858 members 
Entering Unmasked Estep 
Score: -19102686.000000 Penalty: 5863.226074
	Iteration 49Q: 3 clusters Score -1.910269e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97073 members 
Mstep: Class 2 contains 39010 members 
Entering Unmasked Estep 
Score: -19102920.000000 Penalty: 5863.226074
	Iteration 50Q: 3 clusters Score -1.910292e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98027 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -19103242.000000 Penalty: 5863.226074
	Iteration 51Q: 3 clusters Score -1.910324e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99079 members 
Mstep: Class 2 contains 37004 members 
Entering Unmasked Estep 
Score: -19103726.000000 Penalty: 5863.226074
	Iteration 52Q: 3 clusters Score -1.910373e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100133 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -19104256.000000 Penalty: 5863.226074
	Iteration 53Q: 3 clusters Score -1.910426e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101179 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -19104742.000000 Penalty: 5863.226074
	Iteration 54Q: 3 clusters Score -1.910474e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102161 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -19105128.000000 Penalty: 5863.226074
	Iteration 55Q: 3 clusters Score -1.910513e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103084 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -19105492.000000 Penalty: 5863.226074
	Iteration 56Q: 3 clusters Score -1.910549e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103847 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -19105722.000000 Penalty: 5863.226074
	Iteration 57Q: 3 clusters Score -1.910572e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104526 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -19105916.000000 Penalty: 5863.226074
	Iteration 58Q: 3 clusters Score -1.910592e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105158 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
Score: -19106054.000000 Penalty: 5863.226074
	Iteration 59Q: 3 clusters Score -1.910605e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105720 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -19106202.000000 Penalty: 5863.226074
	Iteration 60F: 3 clusters Score -1.91062e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106221 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -19106292.000000 Penalty: 5863.226074
	Iteration 61Q: 3 clusters Score -1.910629e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106629 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -19106324.000000 Penalty: 5863.226074
	Iteration 62Q: 3 clusters Score -1.910632e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106993 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -19106430.000000 Penalty: 5863.226074
	Iteration 63Q: 3 clusters Score -1.910643e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107315 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -19106450.000000 Penalty: 5863.226074
	Iteration 64Q: 3 clusters Score -1.910645e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107548 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -19106410.000000 Penalty: 5863.226074
	Iteration 65Q: 3 clusters Score -1.910641e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107725 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -19106446.000000 Penalty: 5863.226074
	Iteration 66Q: 3 clusters Score -1.910645e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107881 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -19106496.000000 Penalty: 5863.226074
	Iteration 67Q: 3 clusters Score -1.91065e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108028 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -19106538.000000 Penalty: 5863.226074
	Iteration 68Q: 3 clusters Score -1.910654e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108154 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -19106552.000000 Penalty: 5863.226074
	Iteration 69Q: 3 clusters Score -1.910655e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108259 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -19106578.000000 Penalty: 5863.226074
	Iteration 70Q: 3 clusters Score -1.910658e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108342 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -19106588.000000 Penalty: 5863.226074
	Iteration 71Q: 3 clusters Score -1.910659e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108423 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -19106548.000000 Penalty: 5863.226074
	Iteration 72Q: 3 clusters Score -1.910655e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108482 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -19106550.000000 Penalty: 5863.226074
	Iteration 73Q: 3 clusters Score -1.910655e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108536 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -19106566.000000 Penalty: 5863.226074
	Iteration 74Q: 3 clusters Score -1.910657e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108595 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -19106564.000000 Penalty: 5863.226074
	Iteration 75Q: 3 clusters Score -1.910656e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108645 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -19106580.000000 Penalty: 5863.226074
	Iteration 76Q: 3 clusters Score -1.910658e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108693 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -19106544.000000 Penalty: 5863.226074
	Iteration 77Q: 3 clusters Score -1.910654e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108737 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -19106566.000000 Penalty: 5863.226074
	Iteration 78Q: 3 clusters Score -1.910657e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108777 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -19106564.000000 Penalty: 5863.226074
	Iteration 79Q: 3 clusters Score -1.910656e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108823 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -19106552.000000 Penalty: 5863.226074
	Iteration 80F: 3 clusters Score -1.910655e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108860 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -19106536.000000 Penalty: 5863.226074
	Iteration 81Q: 3 clusters Score -1.910654e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108890 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -19106554.000000 Penalty: 5863.226074
	Iteration 82Q: 3 clusters Score -1.910655e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108921 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -19106548.000000 Penalty: 5863.226074
	Iteration 83Q: 3 clusters Score -1.910655e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108952 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -19106570.000000 Penalty: 5863.226074
	Iteration 84Q: 3 clusters Score -1.910657e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108974 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -19106550.000000 Penalty: 5863.226074
	Iteration 85Q: 3 clusters Score -1.910655e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108995 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -19106562.000000 Penalty: 5863.226074
	Iteration 86Q: 3 clusters Score -1.910656e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109005 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -19106568.000000 Penalty: 5863.226074
	Iteration 87Q: 3 clusters Score -1.910657e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109022 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -19106574.000000 Penalty: 5863.226074
	Iteration 88Q: 3 clusters Score -1.910657e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109041 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -19106554.000000 Penalty: 5863.226074
	Iteration 89Q: 3 clusters Score -1.910655e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109055 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -19106568.000000 Penalty: 5863.226074
	Iteration 90Q: 3 clusters Score -1.910657e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109069 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -19106576.000000 Penalty: 5863.226074
	Iteration 91Q: 3 clusters Score -1.910658e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109078 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -19106570.000000 Penalty: 5863.226074
	Iteration 92Q: 3 clusters Score -1.910657e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109087 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -19106570.000000 Penalty: 5863.226074
	Iteration 93Q: 3 clusters Score -1.910657e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109100 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -19106566.000000 Penalty: 5863.226074
	Iteration 94Q: 3 clusters Score -1.910657e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109108 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -19106576.000000 Penalty: 5863.226074
	Iteration 95Q: 3 clusters Score -1.910658e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109120 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -19106574.000000 Penalty: 5863.226074
	Iteration 96Q: 3 clusters Score -1.910657e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109130 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -19106574.000000 Penalty: 5863.226074
	Iteration 97Q: 3 clusters Score -1.910657e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109137 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -19106570.000000 Penalty: 5863.226074
	Iteration 98Q: 3 clusters Score -1.910657e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109147 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -19106586.000000 Penalty: 5863.226074
	Iteration 99Q: 3 clusters Score -1.910659e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109159 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -19106586.000000 Penalty: 5863.226074
	Iteration 100F: 3 clusters Score -1.910659e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109172 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -19106576.000000 Penalty: 5863.226074
	Iteration 101Q: 3 clusters Score -1.910658e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109179 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -19106568.000000 Penalty: 5863.226074
	Iteration 102Q: 3 clusters Score -1.910657e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109185 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -19106566.000000 Penalty: 5863.226074
	Iteration 103Q: 3 clusters Score -1.910657e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109189 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -19106564.000000 Penalty: 5863.226074
	Iteration 104Q: 3 clusters Score -1.910656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109190 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -19106566.000000 Penalty: 5863.226074
	Iteration 105Q: 3 clusters Score -1.910657e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109190 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -19106566.000000 Penalty: 5863.226074
	Iteration 106F: 3 clusters Score -1.910657e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65828 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161683 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 31221 members 
Mstep: Class 8 contains 109190 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164104 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 130997 members 
Mstep: Class 13 contains 17293 members 
Mstep: Class 14 contains 16925 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 32730 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180106 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Mstep: Class 26 contains 26893 members 
Entering Unmasked Estep 
Score: -132674560.000000 Penalty: 88826.445312
Splitting cluster 8 changes total score from -132675008.000000 to -132674560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -80564.335938 Penalty: 1586.851562
	Iteration 0F: 2 clusters Score -80564.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -78919.289062 Penalty: 3173.703125
	Iteration 0F: 3 clusters Score -78919.29 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -79175.601562 Penalty: 3173.703125
	Iteration 1F: 3 clusters Score -79175.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -79267.664062 Penalty: 3173.703125
	Iteration 2F: 3 clusters Score -79267.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -79293.132812 Penalty: 3173.703125
	Iteration 3Q: 3 clusters Score -79293.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -79301.203125 Penalty: 3173.703125
	Iteration 4Q: 3 clusters Score -79301.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -79307.351562 Penalty: 3173.703125
	Iteration 5Q: 3 clusters Score -79307.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -79310.000000 Penalty: 3173.703125
	Iteration 6Q: 3 clusters Score -79310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -79312.835938 Penalty: 3173.703125
	Iteration 7Q: 3 clusters Score -79312.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -79312.835938 Penalty: 3173.703125
	Iteration 8F: 3 clusters Score -79312.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (164104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164104 members 
Entering Unmasked Estep 
Score: -22888082.000000 Penalty: 2978.047363
	Iteration 0F: 2 clusters Score -2.288808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81920 members 
Mstep: Class 2 contains 82184 members 
Entering Unmasked Estep 
Score: -22782190.000000 Penalty: 5956.094727
	Iteration 0F: 3 clusters Score -2.278219e+07 nChanged 78416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79332 members 
Mstep: Class 2 contains 84772 members 
Entering Unmasked Estep 
Score: -22827866.000000 Penalty: 5956.094727
	Iteration 1F: 3 clusters Score -2.282787e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77633 members 
Mstep: Class 2 contains 86471 members 
Entering Unmasked Estep 
Score: -22828986.000000 Penalty: 5956.094727
	Iteration 2Q: 3 clusters Score -2.282899e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75083 members 
Mstep: Class 2 contains 89021 members 
Entering Unmasked Estep 
Score: -22830714.000000 Penalty: 5956.094727
	Iteration 3Q: 3 clusters Score -2.283071e+07 nChanged 6649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71324 members 
Mstep: Class 2 contains 92780 members 
Entering Unmasked Estep 
Score: -22833084.000000 Penalty: 5956.094727
	Iteration 4Q: 3 clusters Score -2.283308e+07 nChanged 7967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66087 members 
Mstep: Class 2 contains 98017 members 
Entering Unmasked Estep 
Score: -22836862.000000 Penalty: 5956.094727
	Iteration 5Q: 3 clusters Score -2.283686e+07 nChanged 9462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59243 members 
Mstep: Class 2 contains 104861 members 
Entering Unmasked Estep 
Score: -22842250.000000 Penalty: 5956.094727
	Iteration 6F: 3 clusters Score -2.284225e+07 nChanged 10528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51205 members 
Mstep: Class 2 contains 112899 members 
Entering Unmasked Estep 
Score: -22849276.000000 Penalty: 5956.094727
	Iteration 7F: 3 clusters Score -2.284928e+07 nChanged 10319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43034 members 
Mstep: Class 2 contains 121070 members 
Entering Unmasked Estep 
Score: -22856488.000000 Penalty: 5956.094727
	Iteration 8F: 3 clusters Score -2.285649e+07 nChanged 9160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 128480 members 
Entering Unmasked Estep 
Score: -22863856.000000 Penalty: 5956.094727
	Iteration 9F: 3 clusters Score -2.286386e+07 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 134299 members 
Entering Unmasked Estep 
Score: -22870326.000000 Penalty: 5956.094727
	Iteration 10Q: 3 clusters Score -2.287033e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 138305 members 
Entering Unmasked Estep 
Score: -22874640.000000 Penalty: 5956.094727
	Iteration 11Q: 3 clusters Score -2.287464e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 141237 members 
Entering Unmasked Estep 
Score: -22877166.000000 Penalty: 5956.094727
	Iteration 12Q: 3 clusters Score -2.287717e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 143771 members 
Entering Unmasked Estep 
Score: -22878738.000000 Penalty: 5956.094727
	Iteration 13Q: 3 clusters Score -2.287874e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 146151 members 
Entering Unmasked Estep 
Score: -22880204.000000 Penalty: 5956.094727
	Iteration 14Q: 3 clusters Score -2.28802e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 148350 members 
Entering Unmasked Estep 
Score: -22881582.000000 Penalty: 5956.094727
	Iteration 15Q: 3 clusters Score -2.288158e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 150335 members 
Entering Unmasked Estep 
Score: -22882752.000000 Penalty: 5956.094727
	Iteration 16Q: 3 clusters Score -2.288275e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 152130 members 
Entering Unmasked Estep 
Score: -22883586.000000 Penalty: 5956.094727
	Iteration 17Q: 3 clusters Score -2.288359e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 153701 members 
Entering Unmasked Estep 
Score: -22884382.000000 Penalty: 5956.094727
	Iteration 18Q: 3 clusters Score -2.288438e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 155010 members 
Entering Unmasked Estep 
Score: -22884994.000000 Penalty: 5956.094727
	Iteration 19Q: 3 clusters Score -2.288499e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 156180 members 
Entering Unmasked Estep 
Score: -22885400.000000 Penalty: 5956.094727
	Iteration 20F: 3 clusters Score -2.28854e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 157185 members 
Entering Unmasked Estep 
Score: -22885914.000000 Penalty: 5956.094727
	Iteration 21Q: 3 clusters Score -2.288591e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 158063 members 
Entering Unmasked Estep 
Score: -22886164.000000 Penalty: 5956.094727
	Iteration 22Q: 3 clusters Score -2.288616e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 158784 members 
Entering Unmasked Estep 
Score: -22886398.000000 Penalty: 5956.094727
	Iteration 23Q: 3 clusters Score -2.28864e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 159363 members 
Entering Unmasked Estep 
Score: -22886666.000000 Penalty: 5956.094727
	Iteration 24Q: 3 clusters Score -2.288667e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 159849 members 
Entering Unmasked Estep 
Score: -22886692.000000 Penalty: 5956.094727
	Iteration 25Q: 3 clusters Score -2.288669e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 160233 members 
Entering Unmasked Estep 
Score: -22886688.000000 Penalty: 5956.094727
	Iteration 26Q: 3 clusters Score -2.288669e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 160531 members 
Entering Unmasked Estep 
Score: -22886776.000000 Penalty: 5956.094727
	Iteration 27Q: 3 clusters Score -2.288678e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 160782 members 
Entering Unmasked Estep 
Score: -22886772.000000 Penalty: 5956.094727
	Iteration 28Q: 3 clusters Score -2.288677e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 160967 members 
Entering Unmasked Estep 
Score: -22886746.000000 Penalty: 5956.094727
	Iteration 29Q: 3 clusters Score -2.288675e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 161125 members 
Entering Unmasked Estep 
Score: -22886778.000000 Penalty: 5956.094727
	Iteration 30Q: 3 clusters Score -2.288678e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 161268 members 
Entering Unmasked Estep 
Score: -22886726.000000 Penalty: 5956.094727
	Iteration 31Q: 3 clusters Score -2.288673e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 161398 members 
Entering Unmasked Estep 
Score: -22886686.000000 Penalty: 5956.094727
	Iteration 32Q: 3 clusters Score -2.288669e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 161507 members 
Entering Unmasked Estep 
Score: -22886728.000000 Penalty: 5956.094727
	Iteration 33Q: 3 clusters Score -2.288673e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 161598 members 
Entering Unmasked Estep 
Score: -22886726.000000 Penalty: 5956.094727
	Iteration 34Q: 3 clusters Score -2.288673e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 161676 members 
Entering Unmasked Estep 
Score: -22886688.000000 Penalty: 5956.094727
	Iteration 35Q: 3 clusters Score -2.288669e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 161746 members 
Entering Unmasked Estep 
Score: -22886696.000000 Penalty: 5956.094727
	Iteration 36Q: 3 clusters Score -2.28867e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 161813 members 
Entering Unmasked Estep 
Score: -22886682.000000 Penalty: 5956.094727
	Iteration 37Q: 3 clusters Score -2.288668e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 161867 members 
Entering Unmasked Estep 
Score: -22886630.000000 Penalty: 5956.094727
	Iteration 38Q: 3 clusters Score -2.288663e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 161916 members 
Entering Unmasked Estep 
Score: -22886680.000000 Penalty: 5956.094727
	Iteration 39Q: 3 clusters Score -2.288668e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 161962 members 
Entering Unmasked Estep 
Score: -22886656.000000 Penalty: 5956.094727
	Iteration 40F: 3 clusters Score -2.288666e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 161999 members 
Entering Unmasked Estep 
Score: -22886676.000000 Penalty: 5956.094727
	Iteration 41Q: 3 clusters Score -2.288668e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 162032 members 
Entering Unmasked Estep 
Score: -22886652.000000 Penalty: 5956.094727
	Iteration 42Q: 3 clusters Score -2.288665e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 162066 members 
Entering Unmasked Estep 
Score: -22886654.000000 Penalty: 5956.094727
	Iteration 43Q: 3 clusters Score -2.288665e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 162092 members 
Entering Unmasked Estep 
Score: -22886678.000000 Penalty: 5956.094727
	Iteration 44Q: 3 clusters Score -2.288668e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 162119 members 
Entering Unmasked Estep 
Score: -22886662.000000 Penalty: 5956.094727
	Iteration 45Q: 3 clusters Score -2.288666e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 162138 members 
Entering Unmasked Estep 
Score: -22886644.000000 Penalty: 5956.094727
	Iteration 46Q: 3 clusters Score -2.288664e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 162152 members 
Entering Unmasked Estep 
Score: -22886626.000000 Penalty: 5956.094727
	Iteration 47Q: 3 clusters Score -2.288663e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 162165 members 
Entering Unmasked Estep 
Score: -22886624.000000 Penalty: 5956.094727
	Iteration 48Q: 3 clusters Score -2.288662e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 162182 members 
Entering Unmasked Estep 
Score: -22886626.000000 Penalty: 5956.094727
	Iteration 49Q: 3 clusters Score -2.288663e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 162193 members 
Entering Unmasked Estep 
Score: -22886622.000000 Penalty: 5956.094727
	Iteration 50Q: 3 clusters Score -2.288662e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 162205 members 
Entering Unmasked Estep 
Score: -22886590.000000 Penalty: 5956.094727
	Iteration 51Q: 3 clusters Score -2.288659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 162213 members 
Entering Unmasked Estep 
Score: -22886590.000000 Penalty: 5956.094727
	Iteration 52Q: 3 clusters Score -2.288659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 162221 members 
Entering Unmasked Estep 
Score: -22886588.000000 Penalty: 5956.094727
	Iteration 53Q: 3 clusters Score -2.288659e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 162237 members 
Entering Unmasked Estep 
Score: -22886570.000000 Penalty: 5956.094727
	Iteration 54Q: 3 clusters Score -2.288657e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 162249 members 
Entering Unmasked Estep 
Score: -22886560.000000 Penalty: 5956.094727
	Iteration 55Q: 3 clusters Score -2.288656e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 162263 members 
Entering Unmasked Estep 
Score: -22886566.000000 Penalty: 5956.094727
	Iteration 56Q: 3 clusters Score -2.288657e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 162277 members 
Entering Unmasked Estep 
Score: -22886562.000000 Penalty: 5956.094727
	Iteration 57Q: 3 clusters Score -2.288656e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 162287 members 
Entering Unmasked Estep 
Score: -22886570.000000 Penalty: 5956.094727
	Iteration 58Q: 3 clusters Score -2.288657e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 162298 members 
Entering Unmasked Estep 
Score: -22886582.000000 Penalty: 5956.094727
	Iteration 59Q: 3 clusters Score -2.288658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 162304 members 
Entering Unmasked Estep 
Score: -22886576.000000 Penalty: 5956.094727
	Iteration 60F: 3 clusters Score -2.288658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 162305 members 
Entering Unmasked Estep 
Score: -22886568.000000 Penalty: 5956.094727
	Iteration 61Q: 3 clusters Score -2.288657e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 162305 members 
Entering Unmasked Estep 
Score: -22886568.000000 Penalty: 5956.094727
	Iteration 62F: 3 clusters Score -2.288657e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Entering Unmasked Estep 
Score: -864527.937500 Penalty: 2171.227539
	Iteration 0F: 2 clusters Score -864527.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -859148.812500 Penalty: 4342.455078
	Iteration 0F: 3 clusters Score -859148.8 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -860510.687500 Penalty: 4342.455078
	Iteration 1F: 3 clusters Score -860510.7 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -860708.875000 Penalty: 4342.455078
	Iteration 2F: 3 clusters Score -860708.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -860822.250000 Penalty: 4342.455078
	Iteration 3Q: 3 clusters Score -860822.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -860936.312500 Penalty: 4342.455078
	Iteration 4Q: 3 clusters Score -860936.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -861048.562500 Penalty: 4342.455078
	Iteration 5Q: 3 clusters Score -861048.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -861191.250000 Penalty: 4342.455078
	Iteration 6Q: 3 clusters Score -861191.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -861312.125000 Penalty: 4342.455078
	Iteration 7Q: 3 clusters Score -861312.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -861448.937500 Penalty: 4342.455078
	Iteration 8Q: 3 clusters Score -861448.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -861593.750000 Penalty: 4342.455078
	Iteration 9Q: 3 clusters Score -861593.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -861711.812500 Penalty: 4342.455078
	Iteration 10Q: 3 clusters Score -861711.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -861821.500000 Penalty: 4342.455078
	Iteration 11Q: 3 clusters Score -861821.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -861933.250000 Penalty: 4342.455078
	Iteration 12Q: 3 clusters Score -861933.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -862013.875000 Penalty: 4342.455078
	Iteration 13Q: 3 clusters Score -862013.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -862064.375000 Penalty: 4342.455078
	Iteration 14Q: 3 clusters Score -862064.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -862104.562500 Penalty: 4342.455078
	Iteration 15Q: 3 clusters Score -862104.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -862134.937500 Penalty: 4342.455078
	Iteration 16Q: 3 clusters Score -862134.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -862160.562500 Penalty: 4342.455078
	Iteration 17Q: 3 clusters Score -862160.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -862179.000000 Penalty: 4342.455078
	Iteration 18Q: 3 clusters Score -862179 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -862193.437500 Penalty: 4342.455078
	Iteration 19Q: 3 clusters Score -862193.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -862206.062500 Penalty: 4342.455078
	Iteration 20F: 3 clusters Score -862206.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -862216.562500 Penalty: 4342.455078
	Iteration 21Q: 3 clusters Score -862216.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -862234.625000 Penalty: 4342.455078
	Iteration 22Q: 3 clusters Score -862234.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -862249.312500 Penalty: 4342.455078
	Iteration 23Q: 3 clusters Score -862249.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -862256.500000 Penalty: 4342.455078
	Iteration 24Q: 3 clusters Score -862256.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -862266.812500 Penalty: 4342.455078
	Iteration 25Q: 3 clusters Score -862266.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -862280.062500 Penalty: 4342.455078
	Iteration 26Q: 3 clusters Score -862280.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -862297.437500 Penalty: 4342.455078
	Iteration 27Q: 3 clusters Score -862297.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -862316.062500 Penalty: 4342.455078
	Iteration 28Q: 3 clusters Score -862316.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -862332.875000 Penalty: 4342.455078
	Iteration 29Q: 3 clusters Score -862332.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -862345.750000 Penalty: 4342.455078
	Iteration 30Q: 3 clusters Score -862345.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -862353.812500 Penalty: 4342.455078
	Iteration 31Q: 3 clusters Score -862353.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -862360.187500 Penalty: 4342.455078
	Iteration 32Q: 3 clusters Score -862360.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -862371.250000 Penalty: 4342.455078
	Iteration 33Q: 3 clusters Score -862371.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -862377.750000 Penalty: 4342.455078
	Iteration 34Q: 3 clusters Score -862377.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -862387.687500 Penalty: 4342.455078
	Iteration 35Q: 3 clusters Score -862387.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -862401.937500 Penalty: 4342.455078
	Iteration 36Q: 3 clusters Score -862401.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -862415.500000 Penalty: 4342.455078
	Iteration 37Q: 3 clusters Score -862415.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -862434.062500 Penalty: 4342.455078
	Iteration 38Q: 3 clusters Score -862434.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -862463.562500 Penalty: 4342.455078
	Iteration 39Q: 3 clusters Score -862463.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -862490.250000 Penalty: 4342.455078
	Iteration 40F: 3 clusters Score -862490.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -862525.187500 Penalty: 4342.455078
	Iteration 41Q: 3 clusters Score -862525.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -862549.000000 Penalty: 4342.455078
	Iteration 42Q: 3 clusters Score -862549 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -862569.125000 Penalty: 4342.455078
	Iteration 43Q: 3 clusters Score -862569.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -862592.437500 Penalty: 4342.455078
	Iteration 44Q: 3 clusters Score -862592.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -862606.875000 Penalty: 4342.455078
	Iteration 45Q: 3 clusters Score -862606.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -862618.750000 Penalty: 4342.455078
	Iteration 46Q: 3 clusters Score -862618.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -862634.250000 Penalty: 4342.455078
	Iteration 47Q: 3 clusters Score -862634.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -862645.437500 Penalty: 4342.455078
	Iteration 48Q: 3 clusters Score -862645.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -862651.812500 Penalty: 4342.455078
	Iteration 49Q: 3 clusters Score -862651.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -862655.312500 Penalty: 4342.455078
	Iteration 50Q: 3 clusters Score -862655.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -862660.562500 Penalty: 4342.455078
	Iteration 51Q: 3 clusters Score -862660.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -862661.500000 Penalty: 4342.455078
	Iteration 52Q: 3 clusters Score -862661.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -862664.875000 Penalty: 4342.455078
	Iteration 53Q: 3 clusters Score -862664.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -862664.937500 Penalty: 4342.455078
	Iteration 54Q: 3 clusters Score -862664.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -862664.187500 Penalty: 4342.455078
	Iteration 55Q: 3 clusters Score -862664.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -862668.562500 Penalty: 4342.455078
	Iteration 56Q: 3 clusters Score -862668.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -862669.250000 Penalty: 4342.455078
	Iteration 57Q: 3 clusters Score -862669.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -862668.687500 Penalty: 4342.455078
	Iteration 58Q: 3 clusters Score -862668.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -862669.562500 Penalty: 4342.455078
	Iteration 59Q: 3 clusters Score -862669.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -862670.187500 Penalty: 4342.455078
	Iteration 60F: 3 clusters Score -862670.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -862669.562500 Penalty: 4342.455078
	Iteration 61Q: 3 clusters Score -862669.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -862674.125000 Penalty: 4342.455078
	Iteration 62Q: 3 clusters Score -862674.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -862676.437500 Penalty: 4342.455078
	Iteration 63Q: 3 clusters Score -862676.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -862675.687500 Penalty: 4342.455078
	Iteration 64Q: 3 clusters Score -862675.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -862674.875000 Penalty: 4342.455078
	Iteration 65Q: 3 clusters Score -862674.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -862676.500000 Penalty: 4342.455078
	Iteration 66Q: 3 clusters Score -862676.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -862675.500000 Penalty: 4342.455078
	Iteration 67Q: 3 clusters Score -862675.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -862677.000000 Penalty: 4342.455078
	Iteration 68Q: 3 clusters Score -862677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -862678.000000 Penalty: 4342.455078
	Iteration 69Q: 3 clusters Score -862678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -862680.250000 Penalty: 4342.455078
	Iteration 70Q: 3 clusters Score -862680.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -862679.062500 Penalty: 4342.455078
	Iteration 71Q: 3 clusters Score -862679.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -862679.062500 Penalty: 4342.455078
	Iteration 72F: 3 clusters Score -862679.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (130997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130997 members 
Entering Unmasked Estep 
Score: -18547798.000000 Penalty: 2922.166504
	Iteration 0F: 2 clusters Score -1.85478e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65163 members 
Mstep: Class 2 contains 65834 members 
Entering Unmasked Estep 
Score: -18464580.000000 Penalty: 5844.333008
	Iteration 0F: 3 clusters Score -1.846458e+07 nChanged 62483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59398 members 
Mstep: Class 2 contains 71599 members 
Entering Unmasked Estep 
Score: -18501002.000000 Penalty: 5844.333008
	Iteration 1F: 3 clusters Score -1.8501e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55760 members 
Mstep: Class 2 contains 75237 members 
Entering Unmasked Estep 
Score: -18502670.000000 Penalty: 5844.333008
	Iteration 2Q: 3 clusters Score -1.850267e+07 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50301 members 
Mstep: Class 2 contains 80696 members 
Entering Unmasked Estep 
Score: -18505372.000000 Penalty: 5844.333008
	Iteration 3Q: 3 clusters Score -1.850537e+07 nChanged 8477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 88687 members 
Entering Unmasked Estep 
Score: -18510436.000000 Penalty: 5844.333008
	Iteration 4F: 3 clusters Score -1.851044e+07 nChanged 10967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 99320 members 
Entering Unmasked Estep 
Score: -18518804.000000 Penalty: 5844.333008
	Iteration 5F: 3 clusters Score -1.85188e+07 nChanged 12035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 111095 members 
Entering Unmasked Estep 
Score: -18529222.000000 Penalty: 5844.333008
	Iteration 6F: 3 clusters Score -1.852922e+07 nChanged 9555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 120522 members 
Entering Unmasked Estep 
Score: -18537598.000000 Penalty: 5844.333008
	Iteration 7F: 3 clusters Score -1.85376e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 125757 members 
Entering Unmasked Estep 
Score: -18542306.000000 Penalty: 5844.333008
	Iteration 8Q: 3 clusters Score -1.854231e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 128007 members 
Entering Unmasked Estep 
Score: -18544354.000000 Penalty: 5844.333008
	Iteration 9Q: 3 clusters Score -1.854435e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 128828 members 
Entering Unmasked Estep 
Score: -18545278.000000 Penalty: 5844.333008
	Iteration 10Q: 3 clusters Score -1.854528e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 129115 members 
Entering Unmasked Estep 
Score: -18545578.000000 Penalty: 5844.333008
	Iteration 11Q: 3 clusters Score -1.854558e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 129266 members 
Entering Unmasked Estep 
Score: -18545748.000000 Penalty: 5844.333008
	Iteration 12Q: 3 clusters Score -1.854575e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 129342 members 
Entering Unmasked Estep 
Score: -18545848.000000 Penalty: 5844.333008
	Iteration 13Q: 3 clusters Score -1.854585e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 129391 members 
Entering Unmasked Estep 
Score: -18545932.000000 Penalty: 5844.333008
	Iteration 14Q: 3 clusters Score -1.854593e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 129437 members 
Entering Unmasked Estep 
Score: -18545946.000000 Penalty: 5844.333008
	Iteration 15Q: 3 clusters Score -1.854595e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 129483 members 
Entering Unmasked Estep 
Score: -18545966.000000 Penalty: 5844.333008
	Iteration 16Q: 3 clusters Score -1.854597e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 129524 members 
Entering Unmasked Estep 
Score: -18546012.000000 Penalty: 5844.333008
	Iteration 17Q: 3 clusters Score -1.854601e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 129556 members 
Entering Unmasked Estep 
Score: -18546034.000000 Penalty: 5844.333008
	Iteration 18Q: 3 clusters Score -1.854603e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 129577 members 
Entering Unmasked Estep 
Score: -18546102.000000 Penalty: 5844.333008
	Iteration 19Q: 3 clusters Score -1.85461e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 129605 members 
Entering Unmasked Estep 
Score: -18546114.000000 Penalty: 5844.333008
	Iteration 20F: 3 clusters Score -1.854611e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 129621 members 
Entering Unmasked Estep 
Score: -18546126.000000 Penalty: 5844.333008
	Iteration 21Q: 3 clusters Score -1.854613e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 129630 members 
Entering Unmasked Estep 
Score: -18546174.000000 Penalty: 5844.333008
	Iteration 22Q: 3 clusters Score -1.854617e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 129644 members 
Entering Unmasked Estep 
Score: -18546204.000000 Penalty: 5844.333008
	Iteration 23Q: 3 clusters Score -1.85462e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 129654 members 
Entering Unmasked Estep 
Score: -18546194.000000 Penalty: 5844.333008
	Iteration 24Q: 3 clusters Score -1.854619e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 129658 members 
Entering Unmasked Estep 
Score: -18546202.000000 Penalty: 5844.333008
	Iteration 25Q: 3 clusters Score -1.85462e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 129664 members 
Entering Unmasked Estep 
Score: -18546208.000000 Penalty: 5844.333008
	Iteration 26Q: 3 clusters Score -1.854621e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 129666 members 
Entering Unmasked Estep 
Score: -18546202.000000 Penalty: 5844.333008
	Iteration 27Q: 3 clusters Score -1.85462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 129668 members 
Entering Unmasked Estep 
Score: -18546210.000000 Penalty: 5844.333008
	Iteration 28Q: 3 clusters Score -1.854621e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 129674 members 
Entering Unmasked Estep 
Score: -18546206.000000 Penalty: 5844.333008
	Iteration 29Q: 3 clusters Score -1.854621e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 129682 members 
Entering Unmasked Estep 
Score: -18546204.000000 Penalty: 5844.333008
	Iteration 30Q: 3 clusters Score -1.85462e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 129687 members 
Entering Unmasked Estep 
Score: -18546214.000000 Penalty: 5844.333008
	Iteration 31Q: 3 clusters Score -1.854621e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 129696 members 
Entering Unmasked Estep 
Score: -18546218.000000 Penalty: 5844.333008
	Iteration 32Q: 3 clusters Score -1.854622e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 129699 members 
Entering Unmasked Estep 
Score: -18546232.000000 Penalty: 5844.333008
	Iteration 33Q: 3 clusters Score -1.854623e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 129701 members 
Entering Unmasked Estep 
Score: -18546242.000000 Penalty: 5844.333008
	Iteration 34Q: 3 clusters Score -1.854624e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 129701 members 
Entering Unmasked Estep 
Score: -18546220.000000 Penalty: 5844.333008
	Iteration 35Q: 3 clusters Score -1.854622e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 129705 members 
Entering Unmasked Estep 
Score: -18546226.000000 Penalty: 5844.333008
	Iteration 36Q: 3 clusters Score -1.854623e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 129703 members 
Entering Unmasked Estep 
Score: -18546228.000000 Penalty: 5844.333008
	Iteration 37Q: 3 clusters Score -1.854623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 129702 members 
Entering Unmasked Estep 
Score: -18546232.000000 Penalty: 5844.333008
	Iteration 38Q: 3 clusters Score -1.854623e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 129702 members 
Entering Unmasked Estep 
Score: -18546238.000000 Penalty: 5844.333008
	Iteration 39Q: 3 clusters Score -1.854624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 129703 members 
Entering Unmasked Estep 
Score: -18546254.000000 Penalty: 5844.333008
	Iteration 40F: 3 clusters Score -1.854625e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 129706 members 
Entering Unmasked Estep 
Score: -18546254.000000 Penalty: 5844.333008
	Iteration 41Q: 3 clusters Score -1.854625e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 129705 members 
Entering Unmasked Estep 
Score: -18546260.000000 Penalty: 5844.333008
	Iteration 42Q: 3 clusters Score -1.854626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 129704 members 
Entering Unmasked Estep 
Score: -18546250.000000 Penalty: 5844.333008
	Iteration 43Q: 3 clusters Score -1.854625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 129704 members 
Entering Unmasked Estep 
Score: -18546252.000000 Penalty: 5844.333008
	Iteration 44Q: 3 clusters Score -1.854625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 129703 members 
Entering Unmasked Estep 
Score: -18546252.000000 Penalty: 5844.333008
	Iteration 45Q: 3 clusters Score -1.854625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 129701 members 
Entering Unmasked Estep 
Score: -18546258.000000 Penalty: 5844.333008
	Iteration 46Q: 3 clusters Score -1.854626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 129698 members 
Entering Unmasked Estep 
Score: -18546246.000000 Penalty: 5844.333008
	Iteration 47Q: 3 clusters Score -1.854625e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 129697 members 
Entering Unmasked Estep 
Score: -18546240.000000 Penalty: 5844.333008
	Iteration 48Q: 3 clusters Score -1.854624e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 129697 members 
Entering Unmasked Estep 
Score: -18546240.000000 Penalty: 5844.333008
	Iteration 49F: 3 clusters Score -1.854624e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Entering Unmasked Estep 
Score: -2442377.500000 Penalty: 2419.998047
	Iteration 0F: 2 clusters Score -2442378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2430135.500000 Penalty: 4839.996094
	Iteration 0F: 3 clusters Score -2430136 nChanged 7502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -2434331.750000 Penalty: 4839.996094
	Iteration 1F: 3 clusters Score -2434332 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2434732.000000 Penalty: 4839.996094
	Iteration 2F: 3 clusters Score -2434732 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2435083.750000 Penalty: 4839.996094
	Iteration 3Q: 3 clusters Score -2435084 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2435411.750000 Penalty: 4839.996094
	Iteration 4Q: 3 clusters Score -2435412 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2435774.000000 Penalty: 4839.996094
	Iteration 5Q: 3 clusters Score -2435774 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -2436172.000000 Penalty: 4839.996094
	Iteration 6Q: 3 clusters Score -2436172 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -2436698.250000 Penalty: 4839.996094
	Iteration 7Q: 3 clusters Score -2436698 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -2437342.750000 Penalty: 4839.996094
	Iteration 8F: 3 clusters Score -2437343 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -2438015.250000 Penalty: 4839.996094
	Iteration 9F: 3 clusters Score -2438015 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -2438653.750000 Penalty: 4839.996094
	Iteration 10Q: 3 clusters Score -2438654 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -2439166.000000 Penalty: 4839.996094
	Iteration 11Q: 3 clusters Score -2439166 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -2439508.500000 Penalty: 4839.996094
	Iteration 12Q: 3 clusters Score -2439508 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -2439732.250000 Penalty: 4839.996094
	Iteration 13Q: 3 clusters Score -2439732 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2439870.000000 Penalty: 4839.996094
	Iteration 14Q: 3 clusters Score -2439870 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -2439989.500000 Penalty: 4839.996094
	Iteration 15Q: 3 clusters Score -2439990 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -2440065.500000 Penalty: 4839.996094
	Iteration 16Q: 3 clusters Score -2440066 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -2440105.500000 Penalty: 4839.996094
	Iteration 17Q: 3 clusters Score -2440106 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -2440156.750000 Penalty: 4839.996094
	Iteration 18Q: 3 clusters Score -2440157 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -2440181.250000 Penalty: 4839.996094
	Iteration 19Q: 3 clusters Score -2440181 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -2440204.750000 Penalty: 4839.996094
	Iteration 20F: 3 clusters Score -2440205 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -2440224.500000 Penalty: 4839.996094
	Iteration 21Q: 3 clusters Score -2440224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -2440232.500000 Penalty: 4839.996094
	Iteration 22Q: 3 clusters Score -2440232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -2440241.750000 Penalty: 4839.996094
	Iteration 23Q: 3 clusters Score -2440242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -2440248.250000 Penalty: 4839.996094
	Iteration 24Q: 3 clusters Score -2440248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -2440257.250000 Penalty: 4839.996094
	Iteration 25Q: 3 clusters Score -2440257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -2440257.000000 Penalty: 4839.996094
	Iteration 26Q: 3 clusters Score -2440257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -2440264.750000 Penalty: 4839.996094
	Iteration 27Q: 3 clusters Score -2440265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2440269.250000 Penalty: 4839.996094
	Iteration 28Q: 3 clusters Score -2440269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -2440268.250000 Penalty: 4839.996094
	Iteration 29Q: 3 clusters Score -2440268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -2440270.500000 Penalty: 4839.996094
	Iteration 30Q: 3 clusters Score -2440270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -2440275.250000 Penalty: 4839.996094
	Iteration 31Q: 3 clusters Score -2440275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -2440272.000000 Penalty: 4839.996094
	Iteration 32Q: 3 clusters Score -2440272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -2440281.250000 Penalty: 4839.996094
	Iteration 33Q: 3 clusters Score -2440281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -2440290.500000 Penalty: 4839.996094
	Iteration 34Q: 3 clusters Score -2440290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2440297.500000 Penalty: 4839.996094
	Iteration 35Q: 3 clusters Score -2440298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -2440302.250000 Penalty: 4839.996094
	Iteration 36Q: 3 clusters Score -2440302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -2440314.750000 Penalty: 4839.996094
	Iteration 37Q: 3 clusters Score -2440315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -2440315.750000 Penalty: 4839.996094
	Iteration 38Q: 3 clusters Score -2440316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -2440319.000000 Penalty: 4839.996094
	Iteration 39Q: 3 clusters Score -2440319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -2440319.000000 Penalty: 4839.996094
	Iteration 40F: 3 clusters Score -2440319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -2440318.500000 Penalty: 4839.996094
	Iteration 41Q: 3 clusters Score -2440318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -2440319.750000 Penalty: 4839.996094
	Iteration 42Q: 3 clusters Score -2440320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -2440324.250000 Penalty: 4839.996094
	Iteration 43Q: 3 clusters Score -2440324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -2440322.500000 Penalty: 4839.996094
	Iteration 44Q: 3 clusters Score -2440322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -2440322.250000 Penalty: 4839.996094
	Iteration 45Q: 3 clusters Score -2440322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -2440321.000000 Penalty: 4839.996094
	Iteration 46Q: 3 clusters Score -2440321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -2440326.250000 Penalty: 4839.996094
	Iteration 47Q: 3 clusters Score -2440326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -2440326.500000 Penalty: 4839.996094
	Iteration 48Q: 3 clusters Score -2440326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -2440328.750000 Penalty: 4839.996094
	Iteration 49Q: 3 clusters Score -2440329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2440328.750000 Penalty: 4839.996094
	Iteration 50Q: 3 clusters Score -2440329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -2440332.750000 Penalty: 4839.996094
	Iteration 51Q: 3 clusters Score -2440333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -2440332.750000 Penalty: 4839.996094
	Iteration 52Q: 3 clusters Score -2440333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -2440333.250000 Penalty: 4839.996094
	Iteration 53Q: 3 clusters Score -2440333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -2440336.000000 Penalty: 4839.996094
	Iteration 54Q: 3 clusters Score -2440336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -2440337.500000 Penalty: 4839.996094
	Iteration 55Q: 3 clusters Score -2440338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -2440338.500000 Penalty: 4839.996094
	Iteration 56Q: 3 clusters Score -2440338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -2440339.250000 Penalty: 4839.996094
	Iteration 57Q: 3 clusters Score -2440339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -2440339.250000 Penalty: 4839.996094
	Iteration 58F: 3 clusters Score -2440339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Entering Unmasked Estep 
Score: -2411942.250000 Penalty: 2414.663818
	Iteration 0F: 2 clusters Score -2411942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2399823.750000 Penalty: 4829.327637
	Iteration 0F: 3 clusters Score -2399824 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2403629.250000 Penalty: 4829.327637
	Iteration 1F: 3 clusters Score -2403629 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2403966.000000 Penalty: 4829.327637
	Iteration 2F: 3 clusters Score -2403966 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2404218.250000 Penalty: 4829.327637
	Iteration 3Q: 3 clusters Score -2404218 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2404423.250000 Penalty: 4829.327637
	Iteration 4Q: 3 clusters Score -2404423 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -2404621.750000 Penalty: 4829.327637
	Iteration 5Q: 3 clusters Score -2404622 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -2404868.250000 Penalty: 4829.327637
	Iteration 6Q: 3 clusters Score -2404868 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -2405166.750000 Penalty: 4829.327637
	Iteration 7Q: 3 clusters Score -2405167 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -2405632.250000 Penalty: 4829.327637
	Iteration 8Q: 3 clusters Score -2405632 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -2406277.000000 Penalty: 4829.327637
	Iteration 9F: 3 clusters Score -2406277 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -2407111.500000 Penalty: 4829.327637
	Iteration 10F: 3 clusters Score -2407112 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2408010.750000 Penalty: 4829.327637
	Iteration 11F: 3 clusters Score -2408011 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2408722.000000 Penalty: 4829.327637
	Iteration 12Q: 3 clusters Score -2408722 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2409181.000000 Penalty: 4829.327637
	Iteration 13Q: 3 clusters Score -2409181 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2409507.250000 Penalty: 4829.327637
	Iteration 14Q: 3 clusters Score -2409507 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2409669.750000 Penalty: 4829.327637
	Iteration 15Q: 3 clusters Score -2409670 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2409752.750000 Penalty: 4829.327637
	Iteration 16Q: 3 clusters Score -2409753 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2409815.250000 Penalty: 4829.327637
	Iteration 17Q: 3 clusters Score -2409815 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2409838.500000 Penalty: 4829.327637
	Iteration 18Q: 3 clusters Score -2409838 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2409856.250000 Penalty: 4829.327637
	Iteration 19Q: 3 clusters Score -2409856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2409861.250000 Penalty: 4829.327637
	Iteration 20F: 3 clusters Score -2409861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2409871.500000 Penalty: 4829.327637
	Iteration 21Q: 3 clusters Score -2409872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2409874.500000 Penalty: 4829.327637
	Iteration 22Q: 3 clusters Score -2409874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2409876.750000 Penalty: 4829.327637
	Iteration 23Q: 3 clusters Score -2409877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2409877.250000 Penalty: 4829.327637
	Iteration 24Q: 3 clusters Score -2409877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2409883.500000 Penalty: 4829.327637
	Iteration 25Q: 3 clusters Score -2409884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2409895.000000 Penalty: 4829.327637
	Iteration 26Q: 3 clusters Score -2409895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2409898.000000 Penalty: 4829.327637
	Iteration 27Q: 3 clusters Score -2409898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2409904.250000 Penalty: 4829.327637
	Iteration 28Q: 3 clusters Score -2409904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2409906.750000 Penalty: 4829.327637
	Iteration 29Q: 3 clusters Score -2409907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2409910.250000 Penalty: 4829.327637
	Iteration 30Q: 3 clusters Score -2409910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2409907.750000 Penalty: 4829.327637
	Iteration 31Q: 3 clusters Score -2409908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2409915.250000 Penalty: 4829.327637
	Iteration 32Q: 3 clusters Score -2409915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2409918.500000 Penalty: 4829.327637
	Iteration 33Q: 3 clusters Score -2409918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2409922.750000 Penalty: 4829.327637
	Iteration 34Q: 3 clusters Score -2409923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2409922.750000 Penalty: 4829.327637
	Iteration 35F: 3 clusters Score -2409923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -51699.179688 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -51699.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -50252.968750 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -50252.97 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50428.644531 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -50428.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -50499.535156 Penalty: 3021.289795
	Iteration 2Q: 3 clusters Score -50499.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -50549.691406 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -50549.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -50617.128906 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -50617.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -50675.140625 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -50675.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50768.941406 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -50768.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50837.937500 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -50837.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -50958.433594 Penalty: 3021.289795
	Iteration 8Q: 3 clusters Score -50958.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -51126.187500 Penalty: 3021.289795
	Iteration 9Q: 3 clusters Score -51126.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -51289.410156 Penalty: 3021.289795
	Iteration 10Q: 3 clusters Score -51289.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -51592.957031 Penalty: 3021.289795
	Iteration 11Q: 3 clusters Score -51592.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -51638.390625 Penalty: 3021.289795
	Iteration 12Q: 3 clusters Score -51638.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51675.000000 Penalty: 3021.289795
	Iteration 13Q: 3 clusters Score -51675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51696.785156 Penalty: 3021.289795
	Iteration 14Q: 3 clusters Score -51696.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -51729.027344 Penalty: 3021.289795
	Iteration 15Q: 3 clusters Score -51729.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -51799.464844 Penalty: 3021.289795
	Iteration 16Q: 3 clusters Score -51799.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -51849.136719 Penalty: 3021.289795
	Iteration 17Q: 3 clusters Score -51849.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -51958.117188 Penalty: 3021.289795
	Iteration 18Q: 3 clusters Score -51958.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -51958.117188 Penalty: 3021.289795
	Iteration 19F: 3 clusters Score -51958.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65828 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 161683 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 31221 members 
Mstep: Class 8 contains 136083 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 164104 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 130997 members 
Mstep: Class 13 contains 17293 members 
Mstep: Class 14 contains 16925 members 
Mstep: Class 15 contains 195 members 
Mstep: Class 16 contains 32730 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 180106 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 95 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 525 members 
Mstep: Class 26 contains 247 members 
Entering Unmasked Estep 
Score: -132673312.000000 Penalty: 88826.445312
Splitting cluster 15 changes total score from -132675008.000000 to -132673312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (32730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Entering Unmasked Estep 
Score: -4647883.500000 Penalty: 2578.219727
	Iteration 0F: 2 clusters Score -4647884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -4625586.000000 Penalty: 5156.439453
	Iteration 0F: 3 clusters Score -4625586 nChanged 14764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -4633852.500000 Penalty: 5156.439453
	Iteration 1F: 3 clusters Score -4633852 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -4634352.500000 Penalty: 5156.439453
	Iteration 2Q: 3 clusters Score -4634352 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -4634775.500000 Penalty: 5156.439453
	Iteration 3Q: 3 clusters Score -4634776 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -4635176.500000 Penalty: 5156.439453
	Iteration 4Q: 3 clusters Score -4635176 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -4635608.000000 Penalty: 5156.439453
	Iteration 5Q: 3 clusters Score -4635608 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -4636154.500000 Penalty: 5156.439453
	Iteration 6Q: 3 clusters Score -4636154 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -4636821.000000 Penalty: 5156.439453
	Iteration 7Q: 3 clusters Score -4636821 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -4637820.000000 Penalty: 5156.439453
	Iteration 8F: 3 clusters Score -4637820 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -4639072.500000 Penalty: 5156.439453
	Iteration 9F: 3 clusters Score -4639072 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -4640476.500000 Penalty: 5156.439453
	Iteration 10F: 3 clusters Score -4640476 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -4641731.500000 Penalty: 5156.439453
	Iteration 11Q: 3 clusters Score -4641732 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -4642572.500000 Penalty: 5156.439453
	Iteration 12Q: 3 clusters Score -4642572 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -4643074.500000 Penalty: 5156.439453
	Iteration 13Q: 3 clusters Score -4643074 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -4643473.000000 Penalty: 5156.439453
	Iteration 14Q: 3 clusters Score -4643473 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -4643705.000000 Penalty: 5156.439453
	Iteration 15Q: 3 clusters Score -4643705 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -4643903.500000 Penalty: 5156.439453
	Iteration 16Q: 3 clusters Score -4643904 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -4644111.000000 Penalty: 5156.439453
	Iteration 17Q: 3 clusters Score -4644111 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -4644276.000000 Penalty: 5156.439453
	Iteration 18Q: 3 clusters Score -4644276 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -4644392.000000 Penalty: 5156.439453
	Iteration 19Q: 3 clusters Score -4644392 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -4644536.000000 Penalty: 5156.439453
	Iteration 20F: 3 clusters Score -4644536 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -4644657.500000 Penalty: 5156.439453
	Iteration 21Q: 3 clusters Score -4644658 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -4644747.500000 Penalty: 5156.439453
	Iteration 22Q: 3 clusters Score -4644748 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -4644849.500000 Penalty: 5156.439453
	Iteration 23Q: 3 clusters Score -4644850 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -4644932.000000 Penalty: 5156.439453
	Iteration 24Q: 3 clusters Score -4644932 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -4645007.500000 Penalty: 5156.439453
	Iteration 25Q: 3 clusters Score -4645008 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -4645072.000000 Penalty: 5156.439453
	Iteration 26Q: 3 clusters Score -4645072 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -4645099.500000 Penalty: 5156.439453
	Iteration 27Q: 3 clusters Score -4645100 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -4645155.000000 Penalty: 5156.439453
	Iteration 28Q: 3 clusters Score -4645155 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -4645202.500000 Penalty: 5156.439453
	Iteration 29Q: 3 clusters Score -4645202 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -4645251.000000 Penalty: 5156.439453
	Iteration 30Q: 3 clusters Score -4645251 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -4645309.000000 Penalty: 5156.439453
	Iteration 31Q: 3 clusters Score -4645309 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -4645337.500000 Penalty: 5156.439453
	Iteration 32Q: 3 clusters Score -4645338 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -4645373.500000 Penalty: 5156.439453
	Iteration 33Q: 3 clusters Score -4645374 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -4645405.500000 Penalty: 5156.439453
	Iteration 34Q: 3 clusters Score -4645406 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -4645444.000000 Penalty: 5156.439453
	Iteration 35Q: 3 clusters Score -4645444 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -4645464.000000 Penalty: 5156.439453
	Iteration 36Q: 3 clusters Score -4645464 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -4645480.500000 Penalty: 5156.439453
	Iteration 37Q: 3 clusters Score -4645480 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -4645507.500000 Penalty: 5156.439453
	Iteration 38Q: 3 clusters Score -4645508 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -4645535.000000 Penalty: 5156.439453
	Iteration 39Q: 3 clusters Score -4645535 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -4645546.500000 Penalty: 5156.439453
	Iteration 40F: 3 clusters Score -4645546 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -4645543.500000 Penalty: 5156.439453
	Iteration 41Q: 3 clusters Score -4645544 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -4645561.000000 Penalty: 5156.439453
	Iteration 42Q: 3 clusters Score -4645561 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -4645571.500000 Penalty: 5156.439453
	Iteration 43Q: 3 clusters Score -4645572 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -4645580.500000 Penalty: 5156.439453
	Iteration 44Q: 3 clusters Score -4645580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -4645587.000000 Penalty: 5156.439453
	Iteration 45Q: 3 clusters Score -4645587 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
Score: -4645598.500000 Penalty: 5156.439453
	Iteration 46Q: 3 clusters Score -4645598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -4645607.500000 Penalty: 5156.439453
	Iteration 47Q: 3 clusters Score -4645608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -4645595.000000 Penalty: 5156.439453
	Iteration 48Q: 3 clusters Score -4645595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -4645596.000000 Penalty: 5156.439453
	Iteration 49Q: 3 clusters Score -4645596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -4645601.500000 Penalty: 5156.439453
	Iteration 50Q: 3 clusters Score -4645602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 31209 members 
Entering Unmasked Estep 
Score: -4645599.000000 Penalty: 5156.439453
	Iteration 51Q: 3 clusters Score -4645599 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -4645607.000000 Penalty: 5156.439453
	Iteration 52Q: 3 clusters Score -4645607 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -4645611.500000 Penalty: 5156.439453
	Iteration 53Q: 3 clusters Score -4645612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -4645621.500000 Penalty: 5156.439453
	Iteration 54Q: 3 clusters Score -4645622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -4645628.000000 Penalty: 5156.439453
	Iteration 55Q: 3 clusters Score -4645628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -4645627.500000 Penalty: 5156.439453
	Iteration 56Q: 3 clusters Score -4645628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -4645630.000000 Penalty: 5156.439453
	Iteration 57Q: 3 clusters Score -4645630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -4645632.000000 Penalty: 5156.439453
	Iteration 58Q: 3 clusters Score -4645632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -4645627.500000 Penalty: 5156.439453
	Iteration 59Q: 3 clusters Score -4645628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -4645634.000000 Penalty: 5156.439453
	Iteration 60F: 3 clusters Score -4645634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -4645639.500000 Penalty: 5156.439453
	Iteration 61Q: 3 clusters Score -4645640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
Score: -4645634.500000 Penalty: 5156.439453
	Iteration 62Q: 3 clusters Score -4645634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -4645636.500000 Penalty: 5156.439453
	Iteration 63Q: 3 clusters Score -4645636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -4645645.000000 Penalty: 5156.439453
	Iteration 64Q: 3 clusters Score -4645645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -4645657.000000 Penalty: 5156.439453
	Iteration 65Q: 3 clusters Score -4645657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 31374 members 
Entering Unmasked Estep 
Score: -4645660.000000 Penalty: 5156.439453
	Iteration 66Q: 3 clusters Score -4645660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -4645659.000000 Penalty: 5156.439453
	Iteration 67Q: 3 clusters Score -4645659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -4645650.500000 Penalty: 5156.439453
	Iteration 68Q: 3 clusters Score -4645650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -4645657.000000 Penalty: 5156.439453
	Iteration 69Q: 3 clusters Score -4645657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -4645657.500000 Penalty: 5156.439453
	Iteration 70Q: 3 clusters Score -4645658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -4645653.500000 Penalty: 5156.439453
	Iteration 71Q: 3 clusters Score -4645654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -4645662.500000 Penalty: 5156.439453
	Iteration 72Q: 3 clusters Score -4645662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -4645668.000000 Penalty: 5156.439453
	Iteration 73Q: 3 clusters Score -4645668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -4645678.000000 Penalty: 5156.439453
	Iteration 74Q: 3 clusters Score -4645678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -4645676.500000 Penalty: 5156.439453
	Iteration 75Q: 3 clusters Score -4645676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -4645685.000000 Penalty: 5156.439453
	Iteration 76Q: 3 clusters Score -4645685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -4645687.000000 Penalty: 5156.439453
	Iteration 77Q: 3 clusters Score -4645687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -4645690.500000 Penalty: 5156.439453
	Iteration 78Q: 3 clusters Score -4645690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
Score: -4645695.000000 Penalty: 5156.439453
	Iteration 79Q: 3 clusters Score -4645695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 31466 members 
Entering Unmasked Estep 
Score: -4645695.000000 Penalty: 5156.439453
	Iteration 80F: 3 clusters Score -4645695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -4645691.500000 Penalty: 5156.439453
	Iteration 81Q: 3 clusters Score -4645692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 31484 members 
Entering Unmasked Estep 
Score: -4645694.000000 Penalty: 5156.439453
	Iteration 82Q: 3 clusters Score -4645694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -4645696.000000 Penalty: 5156.439453
	Iteration 83Q: 3 clusters Score -4645696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -4645699.000000 Penalty: 5156.439453
	Iteration 84Q: 3 clusters Score -4645699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -4645697.500000 Penalty: 5156.439453
	Iteration 85Q: 3 clusters Score -4645698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -4645696.500000 Penalty: 5156.439453
	Iteration 86Q: 3 clusters Score -4645696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -4645696.500000 Penalty: 5156.439453
	Iteration 87Q: 3 clusters Score -4645696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 31502 members 
Entering Unmasked Estep 
Score: -4645696.500000 Penalty: 5156.439453
	Iteration 88Q: 3 clusters Score -4645696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -4645693.000000 Penalty: 5156.439453
	Iteration 89Q: 3 clusters Score -4645693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -4645694.000000 Penalty: 5156.439453
	Iteration 90Q: 3 clusters Score -4645694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -4645699.000000 Penalty: 5156.439453
	Iteration 91Q: 3 clusters Score -4645699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 31522 members 
Entering Unmasked Estep 
Score: -4645699.000000 Penalty: 5156.439453
	Iteration 92Q: 3 clusters Score -4645699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -4645703.000000 Penalty: 5156.439453
	Iteration 93Q: 3 clusters Score -4645703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -4645712.000000 Penalty: 5156.439453
	Iteration 94Q: 3 clusters Score -4645712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 31537 members 
Entering Unmasked Estep 
Score: -4645714.500000 Penalty: 5156.439453
	Iteration 95Q: 3 clusters Score -4645714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -4645710.500000 Penalty: 5156.439453
	Iteration 96Q: 3 clusters Score -4645710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -4645712.500000 Penalty: 5156.439453
	Iteration 97Q: 3 clusters Score -4645712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -4645716.500000 Penalty: 5156.439453
	Iteration 98Q: 3 clusters Score -4645716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 31550 members 
Entering Unmasked Estep 
Score: -4645718.500000 Penalty: 5156.439453
	Iteration 99Q: 3 clusters Score -4645718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -4645720.500000 Penalty: 5156.439453
	Iteration 100F: 3 clusters Score -4645720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 31555 members 
Entering Unmasked Estep 
Score: -4645722.000000 Penalty: 5156.439453
	Iteration 101Q: 3 clusters Score -4645722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -4645726.000000 Penalty: 5156.439453
	Iteration 102Q: 3 clusters Score -4645726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 31562 members 
Entering Unmasked Estep 
Score: -4645728.000000 Penalty: 5156.439453
	Iteration 103Q: 3 clusters Score -4645728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -4645726.500000 Penalty: 5156.439453
	Iteration 104Q: 3 clusters Score -4645726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -4645728.000000 Penalty: 5156.439453
	Iteration 105Q: 3 clusters Score -4645728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -4645726.500000 Penalty: 5156.439453
	Iteration 106Q: 3 clusters Score -4645726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -4645724.000000 Penalty: 5156.439453
	Iteration 107Q: 3 clusters Score -4645724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -4645724.000000 Penalty: 5156.439453
	Iteration 108F: 3 clusters Score -4645724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Entering Unmasked Estep 
Score: -460839.312500 Penalty: 2013.905884
	Iteration 0F: 2 clusters Score -460839.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -457357.500000 Penalty: 4027.811768
	Iteration 0F: 3 clusters Score -457357.5 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -458144.718750 Penalty: 4027.811768
	Iteration 1F: 3 clusters Score -458144.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -458360.000000 Penalty: 4027.811768
	Iteration 2F: 3 clusters Score -458360 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -458531.406250 Penalty: 4027.811768
	Iteration 3F: 3 clusters Score -458531.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -458666.468750 Penalty: 4027.811768
	Iteration 4Q: 3 clusters Score -458666.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -458751.093750 Penalty: 4027.811768
	Iteration 5Q: 3 clusters Score -458751.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -458822.343750 Penalty: 4027.811768
	Iteration 6Q: 3 clusters Score -458822.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -458885.500000 Penalty: 4027.811768
	Iteration 7Q: 3 clusters Score -458885.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -458934.812500 Penalty: 4027.811768
	Iteration 8Q: 3 clusters Score -458934.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -458965.375000 Penalty: 4027.811768
	Iteration 9Q: 3 clusters Score -458965.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -458994.031250 Penalty: 4027.811768
	Iteration 10Q: 3 clusters Score -458994 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -459017.156250 Penalty: 4027.811768
	Iteration 11Q: 3 clusters Score -459017.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -459033.781250 Penalty: 4027.811768
	Iteration 12Q: 3 clusters Score -459033.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -459053.281250 Penalty: 4027.811768
	Iteration 13Q: 3 clusters Score -459053.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -459079.906250 Penalty: 4027.811768
	Iteration 14Q: 3 clusters Score -459079.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -459108.968750 Penalty: 4027.811768
	Iteration 15Q: 3 clusters Score -459109 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -459145.375000 Penalty: 4027.811768
	Iteration 16Q: 3 clusters Score -459145.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -459177.000000 Penalty: 4027.811768
	Iteration 17Q: 3 clusters Score -459177 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -459206.656250 Penalty: 4027.811768
	Iteration 18Q: 3 clusters Score -459206.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -459243.000000 Penalty: 4027.811768
	Iteration 19Q: 3 clusters Score -459243 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -459272.687500 Penalty: 4027.811768
	Iteration 20F: 3 clusters Score -459272.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -459297.656250 Penalty: 4027.811768
	Iteration 21Q: 3 clusters Score -459297.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -459310.656250 Penalty: 4027.811768
	Iteration 22Q: 3 clusters Score -459310.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -459321.625000 Penalty: 4027.811768
	Iteration 23Q: 3 clusters Score -459321.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -459331.218750 Penalty: 4027.811768
	Iteration 24Q: 3 clusters Score -459331.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -459343.250000 Penalty: 4027.811768
	Iteration 25Q: 3 clusters Score -459343.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -459352.031250 Penalty: 4027.811768
	Iteration 26Q: 3 clusters Score -459352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -459356.843750 Penalty: 4027.811768
	Iteration 27Q: 3 clusters Score -459356.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -459360.625000 Penalty: 4027.811768
	Iteration 28Q: 3 clusters Score -459360.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -459363.156250 Penalty: 4027.811768
	Iteration 29Q: 3 clusters Score -459363.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -459368.031250 Penalty: 4027.811768
	Iteration 30Q: 3 clusters Score -459368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -459368.937500 Penalty: 4027.811768
	Iteration 31Q: 3 clusters Score -459368.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -459370.718750 Penalty: 4027.811768
	Iteration 32Q: 3 clusters Score -459370.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -459372.656250 Penalty: 4027.811768
	Iteration 33Q: 3 clusters Score -459372.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -459372.906250 Penalty: 4027.811768
	Iteration 34Q: 3 clusters Score -459372.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -459372.906250 Penalty: 4027.811768
	Iteration 35F: 3 clusters Score -459372.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (180106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180106 members 
Entering Unmasked Estep 
Score: -25366102.000000 Penalty: 3001.122803
	Iteration 0F: 2 clusters Score -2.53661e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90096 members 
Mstep: Class 2 contains 90010 members 
Entering Unmasked Estep 
Score: -25260392.000000 Penalty: 6002.245605
	Iteration 0F: 3 clusters Score -2.526039e+07 nChanged 86304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91310 members 
Mstep: Class 2 contains 88796 members 
Entering Unmasked Estep 
Score: -25311114.000000 Penalty: 6002.245605
	Iteration 1F: 3 clusters Score -2.531111e+07 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92731 members 
Mstep: Class 2 contains 87375 members 
Entering Unmasked Estep 
Score: -25312476.000000 Penalty: 6002.245605
	Iteration 2Q: 3 clusters Score -2.531248e+07 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94976 members 
Mstep: Class 2 contains 85130 members 
Entering Unmasked Estep 
Score: -25314356.000000 Penalty: 6002.245605
	Iteration 3Q: 3 clusters Score -2.531436e+07 nChanged 8106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98354 members 
Mstep: Class 2 contains 81752 members 
Entering Unmasked Estep 
Score: -25317038.000000 Penalty: 6002.245605
	Iteration 4Q: 3 clusters Score -2.531704e+07 nChanged 9529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102967 members 
Mstep: Class 2 contains 77139 members 
Entering Unmasked Estep 
Score: -25320390.000000 Penalty: 6002.245605
	Iteration 5F: 3 clusters Score -2.532039e+07 nChanged 11154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108987 members 
Mstep: Class 2 contains 71119 members 
Entering Unmasked Estep 
Score: -25325580.000000 Penalty: 6002.245605
	Iteration 6F: 3 clusters Score -2.532558e+07 nChanged 12097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115248 members 
Mstep: Class 2 contains 64858 members 
Entering Unmasked Estep 
Score: -25332746.000000 Penalty: 6002.245605
	Iteration 7F: 3 clusters Score -2.533275e+07 nChanged 12018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119876 members 
Mstep: Class 2 contains 60230 members 
Entering Unmasked Estep 
Score: -25341204.000000 Penalty: 6002.245605
	Iteration 8F: 3 clusters Score -2.53412e+07 nChanged 11058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121818 members 
Mstep: Class 2 contains 58288 members 
Entering Unmasked Estep 
Score: -25347980.000000 Penalty: 6002.245605
	Iteration 9F: 3 clusters Score -2.534798e+07 nChanged 8086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121604 members 
Mstep: Class 2 contains 58502 members 
Entering Unmasked Estep 
Score: -25350414.000000 Penalty: 6002.245605
	Iteration 10Q: 3 clusters Score -2.535041e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120668 members 
Mstep: Class 2 contains 59438 members 
Entering Unmasked Estep 
Score: -25351154.000000 Penalty: 6002.245605
	Iteration 11Q: 3 clusters Score -2.535115e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119574 members 
Mstep: Class 2 contains 60532 members 
Entering Unmasked Estep 
Score: -25351368.000000 Penalty: 6002.245605
	Iteration 12Q: 3 clusters Score -2.535137e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118422 members 
Mstep: Class 2 contains 61684 members 
Entering Unmasked Estep 
Score: -25351570.000000 Penalty: 6002.245605
	Iteration 13Q: 3 clusters Score -2.535157e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117293 members 
Mstep: Class 2 contains 62813 members 
Entering Unmasked Estep 
Score: -25351816.000000 Penalty: 6002.245605
	Iteration 14Q: 3 clusters Score -2.535182e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116080 members 
Mstep: Class 2 contains 64026 members 
Entering Unmasked Estep 
Score: -25351920.000000 Penalty: 6002.245605
	Iteration 15Q: 3 clusters Score -2.535192e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114868 members 
Mstep: Class 2 contains 65238 members 
Entering Unmasked Estep 
Score: -25352052.000000 Penalty: 6002.245605
	Iteration 16Q: 3 clusters Score -2.535205e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113537 members 
Mstep: Class 2 contains 66569 members 
Entering Unmasked Estep 
Score: -25352172.000000 Penalty: 6002.245605
	Iteration 17Q: 3 clusters Score -2.535217e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112229 members 
Mstep: Class 2 contains 67877 members 
Entering Unmasked Estep 
Score: -25352246.000000 Penalty: 6002.245605
	Iteration 18Q: 3 clusters Score -2.535225e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110903 members 
Mstep: Class 2 contains 69203 members 
Entering Unmasked Estep 
Score: -25352366.000000 Penalty: 6002.245605
	Iteration 19Q: 3 clusters Score -2.535237e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109589 members 
Mstep: Class 2 contains 70517 members 
Entering Unmasked Estep 
Score: -25352412.000000 Penalty: 6002.245605
	Iteration 20F: 3 clusters Score -2.535241e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108260 members 
Mstep: Class 2 contains 71846 members 
Entering Unmasked Estep 
Score: -25352600.000000 Penalty: 6002.245605
	Iteration 21Q: 3 clusters Score -2.53526e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106983 members 
Mstep: Class 2 contains 73123 members 
Entering Unmasked Estep 
Score: -25352782.000000 Penalty: 6002.245605
	Iteration 22Q: 3 clusters Score -2.535278e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105811 members 
Mstep: Class 2 contains 74295 members 
Entering Unmasked Estep 
Score: -25352812.000000 Penalty: 6002.245605
	Iteration 23Q: 3 clusters Score -2.535281e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104600 members 
Mstep: Class 2 contains 75506 members 
Entering Unmasked Estep 
Score: -25352860.000000 Penalty: 6002.245605
	Iteration 24Q: 3 clusters Score -2.535286e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103339 members 
Mstep: Class 2 contains 76767 members 
Entering Unmasked Estep 
Score: -25353062.000000 Penalty: 6002.245605
	Iteration 25Q: 3 clusters Score -2.535306e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101959 members 
Mstep: Class 2 contains 78147 members 
Entering Unmasked Estep 
Score: -25353140.000000 Penalty: 6002.245605
	Iteration 26Q: 3 clusters Score -2.535314e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100555 members 
Mstep: Class 2 contains 79551 members 
Entering Unmasked Estep 
Score: -25353318.000000 Penalty: 6002.245605
	Iteration 27Q: 3 clusters Score -2.535332e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99073 members 
Mstep: Class 2 contains 81033 members 
Entering Unmasked Estep 
Score: -25353450.000000 Penalty: 6002.245605
	Iteration 28Q: 3 clusters Score -2.535345e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97446 members 
Mstep: Class 2 contains 82660 members 
Entering Unmasked Estep 
Score: -25353792.000000 Penalty: 6002.245605
	Iteration 29Q: 3 clusters Score -2.535379e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95817 members 
Mstep: Class 2 contains 84289 members 
Entering Unmasked Estep 
Score: -25353998.000000 Penalty: 6002.245605
	Iteration 30Q: 3 clusters Score -2.5354e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94185 members 
Mstep: Class 2 contains 85921 members 
Entering Unmasked Estep 
Score: -25354318.000000 Penalty: 6002.245605
	Iteration 31Q: 3 clusters Score -2.535432e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92641 members 
Mstep: Class 2 contains 87465 members 
Entering Unmasked Estep 
Score: -25354476.000000 Penalty: 6002.245605
	Iteration 32Q: 3 clusters Score -2.535448e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91228 members 
Mstep: Class 2 contains 88878 members 
Entering Unmasked Estep 
Score: -25354726.000000 Penalty: 6002.245605
	Iteration 33Q: 3 clusters Score -2.535473e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89937 members 
Mstep: Class 2 contains 90169 members 
Entering Unmasked Estep 
Score: -25354954.000000 Penalty: 6002.245605
	Iteration 34Q: 3 clusters Score -2.535495e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88750 members 
Mstep: Class 2 contains 91356 members 
Entering Unmasked Estep 
Score: -25355198.000000 Penalty: 6002.245605
	Iteration 35Q: 3 clusters Score -2.53552e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87672 members 
Mstep: Class 2 contains 92434 members 
Entering Unmasked Estep 
Score: -25355342.000000 Penalty: 6002.245605
	Iteration 36Q: 3 clusters Score -2.535534e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86654 members 
Mstep: Class 2 contains 93452 members 
Entering Unmasked Estep 
Score: -25355310.000000 Penalty: 6002.245605
	Iteration 37Q: 3 clusters Score -2.535531e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85748 members 
Mstep: Class 2 contains 94358 members 
Entering Unmasked Estep 
Score: -25355492.000000 Penalty: 6002.245605
	Iteration 38Q: 3 clusters Score -2.535549e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84837 members 
Mstep: Class 2 contains 95269 members 
Entering Unmasked Estep 
Score: -25355524.000000 Penalty: 6002.245605
	Iteration 39Q: 3 clusters Score -2.535552e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84039 members 
Mstep: Class 2 contains 96067 members 
Entering Unmasked Estep 
Score: -25355658.000000 Penalty: 6002.245605
	Iteration 40F: 3 clusters Score -2.535566e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83201 members 
Mstep: Class 2 contains 96905 members 
Entering Unmasked Estep 
Score: -25355870.000000 Penalty: 6002.245605
	Iteration 41Q: 3 clusters Score -2.535587e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82488 members 
Mstep: Class 2 contains 97618 members 
Entering Unmasked Estep 
Score: -25355904.000000 Penalty: 6002.245605
	Iteration 42Q: 3 clusters Score -2.53559e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81889 members 
Mstep: Class 2 contains 98217 members 
Entering Unmasked Estep 
Score: -25355968.000000 Penalty: 6002.245605
	Iteration 43Q: 3 clusters Score -2.535597e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81418 members 
Mstep: Class 2 contains 98688 members 
Entering Unmasked Estep 
Score: -25356066.000000 Penalty: 6002.245605
	Iteration 44Q: 3 clusters Score -2.535607e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81112 members 
Mstep: Class 2 contains 98994 members 
Entering Unmasked Estep 
Score: -25356000.000000 Penalty: 6002.245605
	Iteration 45Q: 3 clusters Score -2.5356e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80845 members 
Mstep: Class 2 contains 99261 members 
Entering Unmasked Estep 
Score: -25356032.000000 Penalty: 6002.245605
	Iteration 46Q: 3 clusters Score -2.535603e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80650 members 
Mstep: Class 2 contains 99456 members 
Entering Unmasked Estep 
Score: -25356004.000000 Penalty: 6002.245605
	Iteration 47Q: 3 clusters Score -2.5356e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80504 members 
Mstep: Class 2 contains 99602 members 
Entering Unmasked Estep 
Score: -25356034.000000 Penalty: 6002.245605
	Iteration 48Q: 3 clusters Score -2.535603e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80372 members 
Mstep: Class 2 contains 99734 members 
Entering Unmasked Estep 
Score: -25355978.000000 Penalty: 6002.245605
	Iteration 49Q: 3 clusters Score -2.535598e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80311 members 
Mstep: Class 2 contains 99795 members 
Entering Unmasked Estep 
Score: -25355994.000000 Penalty: 6002.245605
	Iteration 50Q: 3 clusters Score -2.535599e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80297 members 
Mstep: Class 2 contains 99809 members 
Entering Unmasked Estep 
Score: -25356048.000000 Penalty: 6002.245605
	Iteration 51Q: 3 clusters Score -2.535605e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80357 members 
Mstep: Class 2 contains 99749 members 
Entering Unmasked Estep 
Score: -25356042.000000 Penalty: 6002.245605
	Iteration 52Q: 3 clusters Score -2.535604e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80525 members 
Mstep: Class 2 contains 99581 members 
Entering Unmasked Estep 
Score: -25356030.000000 Penalty: 6002.245605
	Iteration 53Q: 3 clusters Score -2.535603e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80770 members 
Mstep: Class 2 contains 99336 members 
Entering Unmasked Estep 
Score: -25356096.000000 Penalty: 6002.245605
	Iteration 54Q: 3 clusters Score -2.53561e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81027 members 
Mstep: Class 2 contains 99079 members 
Entering Unmasked Estep 
Score: -25356076.000000 Penalty: 6002.245605
	Iteration 55Q: 3 clusters Score -2.535608e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81315 members 
Mstep: Class 2 contains 98791 members 
Entering Unmasked Estep 
Score: -25355984.000000 Penalty: 6002.245605
	Iteration 56Q: 3 clusters Score -2.535598e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81628 members 
Mstep: Class 2 contains 98478 members 
Entering Unmasked Estep 
Score: -25356038.000000 Penalty: 6002.245605
	Iteration 57Q: 3 clusters Score -2.535604e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81939 members 
Mstep: Class 2 contains 98167 members 
Entering Unmasked Estep 
Score: -25356034.000000 Penalty: 6002.245605
	Iteration 58Q: 3 clusters Score -2.535603e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82300 members 
Mstep: Class 2 contains 97806 members 
Entering Unmasked Estep 
Score: -25356058.000000 Penalty: 6002.245605
	Iteration 59Q: 3 clusters Score -2.535606e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82704 members 
Mstep: Class 2 contains 97402 members 
Entering Unmasked Estep 
Score: -25356094.000000 Penalty: 6002.245605
	Iteration 60F: 3 clusters Score -2.535609e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83131 members 
Mstep: Class 2 contains 96975 members 
Entering Unmasked Estep 
Score: -25356142.000000 Penalty: 6002.245605
	Iteration 61Q: 3 clusters Score -2.535614e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83562 members 
Mstep: Class 2 contains 96544 members 
Entering Unmasked Estep 
Score: -25356152.000000 Penalty: 6002.245605
	Iteration 62Q: 3 clusters Score -2.535615e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83979 members 
Mstep: Class 2 contains 96127 members 
Entering Unmasked Estep 
Score: -25356204.000000 Penalty: 6002.245605
	Iteration 63Q: 3 clusters Score -2.53562e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84443 members 
Mstep: Class 2 contains 95663 members 
Entering Unmasked Estep 
Score: -25356306.000000 Penalty: 6002.245605
	Iteration 64Q: 3 clusters Score -2.535631e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84936 members 
Mstep: Class 2 contains 95170 members 
Entering Unmasked Estep 
Score: -25356404.000000 Penalty: 6002.245605
	Iteration 65Q: 3 clusters Score -2.53564e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85472 members 
Mstep: Class 2 contains 94634 members 
Entering Unmasked Estep 
Score: -25356454.000000 Penalty: 6002.245605
	Iteration 66Q: 3 clusters Score -2.535645e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85998 members 
Mstep: Class 2 contains 94108 members 
Entering Unmasked Estep 
Score: -25356460.000000 Penalty: 6002.245605
	Iteration 67Q: 3 clusters Score -2.535646e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86545 members 
Mstep: Class 2 contains 93561 members 
Entering Unmasked Estep 
Score: -25356448.000000 Penalty: 6002.245605
	Iteration 68Q: 3 clusters Score -2.535645e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87059 members 
Mstep: Class 2 contains 93047 members 
Entering Unmasked Estep 
Score: -25356476.000000 Penalty: 6002.245605
	Iteration 69Q: 3 clusters Score -2.535648e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87630 members 
Mstep: Class 2 contains 92476 members 
Entering Unmasked Estep 
Score: -25356500.000000 Penalty: 6002.245605
	Iteration 70Q: 3 clusters Score -2.53565e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88189 members 
Mstep: Class 2 contains 91917 members 
Entering Unmasked Estep 
Score: -25356524.000000 Penalty: 6002.245605
	Iteration 71Q: 3 clusters Score -2.535652e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88707 members 
Mstep: Class 2 contains 91399 members 
Entering Unmasked Estep 
Score: -25356650.000000 Penalty: 6002.245605
	Iteration 72Q: 3 clusters Score -2.535665e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89212 members 
Mstep: Class 2 contains 90894 members 
Entering Unmasked Estep 
Score: -25356656.000000 Penalty: 6002.245605
	Iteration 73Q: 3 clusters Score -2.535666e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89716 members 
Mstep: Class 2 contains 90390 members 
Entering Unmasked Estep 
Score: -25356668.000000 Penalty: 6002.245605
	Iteration 74Q: 3 clusters Score -2.535667e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90255 members 
Mstep: Class 2 contains 89851 members 
Entering Unmasked Estep 
Score: -25356662.000000 Penalty: 6002.245605
	Iteration 75Q: 3 clusters Score -2.535666e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90804 members 
Mstep: Class 2 contains 89302 members 
Entering Unmasked Estep 
Score: -25356814.000000 Penalty: 6002.245605
	Iteration 76Q: 3 clusters Score -2.535681e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91344 members 
Mstep: Class 2 contains 88762 members 
Entering Unmasked Estep 
Score: -25356860.000000 Penalty: 6002.245605
	Iteration 77Q: 3 clusters Score -2.535686e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91847 members 
Mstep: Class 2 contains 88259 members 
Entering Unmasked Estep 
Score: -25356966.000000 Penalty: 6002.245605
	Iteration 78Q: 3 clusters Score -2.535697e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92263 members 
Mstep: Class 2 contains 87843 members 
Entering Unmasked Estep 
Score: -25356914.000000 Penalty: 6002.245605
	Iteration 79Q: 3 clusters Score -2.535691e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92630 members 
Mstep: Class 2 contains 87476 members 
Entering Unmasked Estep 
Score: -25356942.000000 Penalty: 6002.245605
	Iteration 80F: 3 clusters Score -2.535694e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93003 members 
Mstep: Class 2 contains 87103 members 
Entering Unmasked Estep 
Score: -25356934.000000 Penalty: 6002.245605
	Iteration 81Q: 3 clusters Score -2.535693e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93348 members 
Mstep: Class 2 contains 86758 members 
Entering Unmasked Estep 
Score: -25356958.000000 Penalty: 6002.245605
	Iteration 82Q: 3 clusters Score -2.535696e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93693 members 
Mstep: Class 2 contains 86413 members 
Entering Unmasked Estep 
Score: -25357014.000000 Penalty: 6002.245605
	Iteration 83Q: 3 clusters Score -2.535701e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94044 members 
Mstep: Class 2 contains 86062 members 
Entering Unmasked Estep 
Score: -25356990.000000 Penalty: 6002.245605
	Iteration 84Q: 3 clusters Score -2.535699e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94358 members 
Mstep: Class 2 contains 85748 members 
Entering Unmasked Estep 
Score: -25356988.000000 Penalty: 6002.245605
	Iteration 85Q: 3 clusters Score -2.535699e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94640 members 
Mstep: Class 2 contains 85466 members 
Entering Unmasked Estep 
Score: -25357030.000000 Penalty: 6002.245605
	Iteration 86Q: 3 clusters Score -2.535703e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94909 members 
Mstep: Class 2 contains 85197 members 
Entering Unmasked Estep 
Score: -25357124.000000 Penalty: 6002.245605
	Iteration 87Q: 3 clusters Score -2.535712e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95150 members 
Mstep: Class 2 contains 84956 members 
Entering Unmasked Estep 
Score: -25357134.000000 Penalty: 6002.245605
	Iteration 88Q: 3 clusters Score -2.535713e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95393 members 
Mstep: Class 2 contains 84713 members 
Entering Unmasked Estep 
Score: -25357088.000000 Penalty: 6002.245605
	Iteration 89Q: 3 clusters Score -2.535709e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95608 members 
Mstep: Class 2 contains 84498 members 
Entering Unmasked Estep 
Score: -25357104.000000 Penalty: 6002.245605
	Iteration 90Q: 3 clusters Score -2.53571e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95809 members 
Mstep: Class 2 contains 84297 members 
Entering Unmasked Estep 
Score: -25357154.000000 Penalty: 6002.245605
	Iteration 91Q: 3 clusters Score -2.535715e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95961 members 
Mstep: Class 2 contains 84145 members 
Entering Unmasked Estep 
Score: -25357188.000000 Penalty: 6002.245605
	Iteration 92Q: 3 clusters Score -2.535719e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96083 members 
Mstep: Class 2 contains 84023 members 
Entering Unmasked Estep 
Score: -25357164.000000 Penalty: 6002.245605
	Iteration 93Q: 3 clusters Score -2.535716e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96201 members 
Mstep: Class 2 contains 83905 members 
Entering Unmasked Estep 
Score: -25357158.000000 Penalty: 6002.245605
	Iteration 94Q: 3 clusters Score -2.535716e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96297 members 
Mstep: Class 2 contains 83809 members 
Entering Unmasked Estep 
Score: -25357186.000000 Penalty: 6002.245605
	Iteration 95Q: 3 clusters Score -2.535719e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96383 members 
Mstep: Class 2 contains 83723 members 
Entering Unmasked Estep 
Score: -25357132.000000 Penalty: 6002.245605
	Iteration 96Q: 3 clusters Score -2.535713e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96447 members 
Mstep: Class 2 contains 83659 members 
Entering Unmasked Estep 
Score: -25357104.000000 Penalty: 6002.245605
	Iteration 97Q: 3 clusters Score -2.53571e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96512 members 
Mstep: Class 2 contains 83594 members 
Entering Unmasked Estep 
Score: -25357118.000000 Penalty: 6002.245605
	Iteration 98Q: 3 clusters Score -2.535712e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96554 members 
Mstep: Class 2 contains 83552 members 
Entering Unmasked Estep 
Score: -25357118.000000 Penalty: 6002.245605
	Iteration 99Q: 3 clusters Score -2.535712e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96596 members 
Mstep: Class 2 contains 83510 members 
Entering Unmasked Estep 
Score: -25357144.000000 Penalty: 6002.245605
	Iteration 100F: 3 clusters Score -2.535714e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96658 members 
Mstep: Class 2 contains 83448 members 
Entering Unmasked Estep 
Score: -25357168.000000 Penalty: 6002.245605
	Iteration 101Q: 3 clusters Score -2.535717e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96722 members 
Mstep: Class 2 contains 83384 members 
Entering Unmasked Estep 
Score: -25357166.000000 Penalty: 6002.245605
	Iteration 102Q: 3 clusters Score -2.535717e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96768 members 
Mstep: Class 2 contains 83338 members 
Entering Unmasked Estep 
Score: -25357168.000000 Penalty: 6002.245605
	Iteration 103Q: 3 clusters Score -2.535717e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96813 members 
Mstep: Class 2 contains 83293 members 
Entering Unmasked Estep 
Score: -25357178.000000 Penalty: 6002.245605
	Iteration 104Q: 3 clusters Score -2.535718e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96853 members 
Mstep: Class 2 contains 83253 members 
Entering Unmasked Estep 
Score: -25357142.000000 Penalty: 6002.245605
	Iteration 105Q: 3 clusters Score -2.535714e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96888 members 
Mstep: Class 2 contains 83218 members 
Entering Unmasked Estep 
Score: -25357212.000000 Penalty: 6002.245605
	Iteration 106Q: 3 clusters Score -2.535721e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96931 members 
Mstep: Class 2 contains 83175 members 
Entering Unmasked Estep 
Score: -25357172.000000 Penalty: 6002.245605
	Iteration 107Q: 3 clusters Score -2.535717e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96967 members 
Mstep: Class 2 contains 83139 members 
Entering Unmasked Estep 
Score: -25357140.000000 Penalty: 6002.245605
	Iteration 108Q: 3 clusters Score -2.535714e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97003 members 
Mstep: Class 2 contains 83103 members 
Entering Unmasked Estep 
Score: -25357164.000000 Penalty: 6002.245605
	Iteration 109Q: 3 clusters Score -2.535716e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97042 members 
Mstep: Class 2 contains 83064 members 
Entering Unmasked Estep 
Score: -25357168.000000 Penalty: 6002.245605
	Iteration 110Q: 3 clusters Score -2.535717e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97061 members 
Mstep: Class 2 contains 83045 members 
Entering Unmasked Estep 
Score: -25357142.000000 Penalty: 6002.245605
	Iteration 111Q: 3 clusters Score -2.535714e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97058 members 
Mstep: Class 2 contains 83048 members 
Entering Unmasked Estep 
Score: -25357150.000000 Penalty: 6002.245605
	Iteration 112Q: 3 clusters Score -2.535715e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97052 members 
Mstep: Class 2 contains 83054 members 
Entering Unmasked Estep 
Score: -25357124.000000 Penalty: 6002.245605
	Iteration 113Q: 3 clusters Score -2.535712e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97040 members 
Mstep: Class 2 contains 83066 members 
Entering Unmasked Estep 
Score: -25357114.000000 Penalty: 6002.245605
	Iteration 114Q: 3 clusters Score -2.535711e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97040 members 
Mstep: Class 2 contains 83066 members 
Entering Unmasked Estep 
Score: -25357098.000000 Penalty: 6002.245605
	Iteration 115Q: 3 clusters Score -2.53571e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97051 members 
Mstep: Class 2 contains 83055 members 
Entering Unmasked Estep 
Score: -25357106.000000 Penalty: 6002.245605
	Iteration 116Q: 3 clusters Score -2.535711e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97061 members 
Mstep: Class 2 contains 83045 members 
Entering Unmasked Estep 
Score: -25357092.000000 Penalty: 6002.245605
	Iteration 117Q: 3 clusters Score -2.535709e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97057 members 
Mstep: Class 2 contains 83049 members 
Entering Unmasked Estep 
Score: -25357096.000000 Penalty: 6002.245605
	Iteration 118Q: 3 clusters Score -2.53571e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97045 members 
Mstep: Class 2 contains 83061 members 
Entering Unmasked Estep 
Score: -25357106.000000 Penalty: 6002.245605
	Iteration 119Q: 3 clusters Score -2.535711e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97040 members 
Mstep: Class 2 contains 83066 members 
Entering Unmasked Estep 
Score: -25357090.000000 Penalty: 6002.245605
	Iteration 120F: 3 clusters Score -2.535709e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97040 members 
Mstep: Class 2 contains 83066 members 
Entering Unmasked Estep 
Score: -25357052.000000 Penalty: 6002.245605
	Iteration 121Q: 3 clusters Score -2.535705e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97034 members 
Mstep: Class 2 contains 83072 members 
Entering Unmasked Estep 
Score: -25357070.000000 Penalty: 6002.245605
	Iteration 122Q: 3 clusters Score -2.535707e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97032 members 
Mstep: Class 2 contains 83074 members 
Entering Unmasked Estep 
Score: -25357076.000000 Penalty: 6002.245605
	Iteration 123Q: 3 clusters Score -2.535708e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97021 members 
Mstep: Class 2 contains 83085 members 
Entering Unmasked Estep 
Score: -25357050.000000 Penalty: 6002.245605
	Iteration 124Q: 3 clusters Score -2.535705e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97013 members 
Mstep: Class 2 contains 83093 members 
Entering Unmasked Estep 
Score: -25357042.000000 Penalty: 6002.245605
	Iteration 125Q: 3 clusters Score -2.535704e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96998 members 
Mstep: Class 2 contains 83108 members 
Entering Unmasked Estep 
Score: -25357008.000000 Penalty: 6002.245605
	Iteration 126Q: 3 clusters Score -2.535701e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96967 members 
Mstep: Class 2 contains 83139 members 
Entering Unmasked Estep 
Score: -25357010.000000 Penalty: 6002.245605
	Iteration 127Q: 3 clusters Score -2.535701e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96949 members 
Mstep: Class 2 contains 83157 members 
Entering Unmasked Estep 
Score: -25356990.000000 Penalty: 6002.245605
	Iteration 128Q: 3 clusters Score -2.535699e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96937 members 
Mstep: Class 2 contains 83169 members 
Entering Unmasked Estep 
Score: -25356974.000000 Penalty: 6002.245605
	Iteration 129Q: 3 clusters Score -2.535697e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96933 members 
Mstep: Class 2 contains 83173 members 
Entering Unmasked Estep 
Score: -25356992.000000 Penalty: 6002.245605
	Iteration 130Q: 3 clusters Score -2.535699e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96927 members 
Mstep: Class 2 contains 83179 members 
Entering Unmasked Estep 
Score: -25356996.000000 Penalty: 6002.245605
	Iteration 131Q: 3 clusters Score -2.5357e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96918 members 
Mstep: Class 2 contains 83188 members 
Entering Unmasked Estep 
Score: -25357002.000000 Penalty: 6002.245605
	Iteration 132Q: 3 clusters Score -2.5357e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96909 members 
Mstep: Class 2 contains 83197 members 
Entering Unmasked Estep 
Score: -25356996.000000 Penalty: 6002.245605
	Iteration 133Q: 3 clusters Score -2.5357e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96902 members 
Mstep: Class 2 contains 83204 members 
Entering Unmasked Estep 
Score: -25356988.000000 Penalty: 6002.245605
	Iteration 134Q: 3 clusters Score -2.535699e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96893 members 
Mstep: Class 2 contains 83213 members 
Entering Unmasked Estep 
Score: -25356984.000000 Penalty: 6002.245605
	Iteration 135Q: 3 clusters Score -2.535698e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96879 members 
Mstep: Class 2 contains 83227 members 
Entering Unmasked Estep 
Score: -25357004.000000 Penalty: 6002.245605
	Iteration 136Q: 3 clusters Score -2.5357e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96864 members 
Mstep: Class 2 contains 83242 members 
Entering Unmasked Estep 
Score: -25356980.000000 Penalty: 6002.245605
	Iteration 137Q: 3 clusters Score -2.535698e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96851 members 
Mstep: Class 2 contains 83255 members 
Entering Unmasked Estep 
Score: -25357006.000000 Penalty: 6002.245605
	Iteration 138Q: 3 clusters Score -2.535701e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96845 members 
Mstep: Class 2 contains 83261 members 
Entering Unmasked Estep 
Score: -25357022.000000 Penalty: 6002.245605
	Iteration 139Q: 3 clusters Score -2.535702e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96838 members 
Mstep: Class 2 contains 83268 members 
Entering Unmasked Estep 
Score: -25357028.000000 Penalty: 6002.245605
	Iteration 140F: 3 clusters Score -2.535703e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96838 members 
Mstep: Class 2 contains 83268 members 
Entering Unmasked Estep 
Score: -25357032.000000 Penalty: 6002.245605
	Iteration 141Q: 3 clusters Score -2.535703e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96836 members 
Mstep: Class 2 contains 83270 members 
Entering Unmasked Estep 
Score: -25357042.000000 Penalty: 6002.245605
	Iteration 142Q: 3 clusters Score -2.535704e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96832 members 
Mstep: Class 2 contains 83274 members 
Entering Unmasked Estep 
Score: -25357048.000000 Penalty: 6002.245605
	Iteration 143Q: 3 clusters Score -2.535705e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96826 members 
Mstep: Class 2 contains 83280 members 
Entering Unmasked Estep 
Score: -25357056.000000 Penalty: 6002.245605
	Iteration 144Q: 3 clusters Score -2.535706e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96818 members 
Mstep: Class 2 contains 83288 members 
Entering Unmasked Estep 
Score: -25357044.000000 Penalty: 6002.245605
	Iteration 145Q: 3 clusters Score -2.535704e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96806 members 
Mstep: Class 2 contains 83300 members 
Entering Unmasked Estep 
Score: -25357042.000000 Penalty: 6002.245605
	Iteration 146Q: 3 clusters Score -2.535704e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96794 members 
Mstep: Class 2 contains 83312 members 
Entering Unmasked Estep 
Score: -25357012.000000 Penalty: 6002.245605
	Iteration 147Q: 3 clusters Score -2.535701e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96784 members 
Mstep: Class 2 contains 83322 members 
Entering Unmasked Estep 
Score: -25357012.000000 Penalty: 6002.245605
	Iteration 148Q: 3 clusters Score -2.535701e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96769 members 
Mstep: Class 2 contains 83337 members 
Entering Unmasked Estep 
Score: -25357024.000000 Penalty: 6002.245605
	Iteration 149Q: 3 clusters Score -2.535702e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96758 members 
Mstep: Class 2 contains 83348 members 
Entering Unmasked Estep 
Score: -25357056.000000 Penalty: 6002.245605
	Iteration 150Q: 3 clusters Score -2.535706e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96750 members 
Mstep: Class 2 contains 83356 members 
Entering Unmasked Estep 
Score: -25357030.000000 Penalty: 6002.245605
	Iteration 151Q: 3 clusters Score -2.535703e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96743 members 
Mstep: Class 2 contains 83363 members 
Entering Unmasked Estep 
Score: -25357012.000000 Penalty: 6002.245605
	Iteration 152Q: 3 clusters Score -2.535701e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96746 members 
Mstep: Class 2 contains 83360 members 
Entering Unmasked Estep 
Score: -25357056.000000 Penalty: 6002.245605
	Iteration 153Q: 3 clusters Score -2.535706e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96744 members 
Mstep: Class 2 contains 83362 members 
Entering Unmasked Estep 
Score: -25357064.000000 Penalty: 6002.245605
	Iteration 154Q: 3 clusters Score -2.535706e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96740 members 
Mstep: Class 2 contains 83366 members 
Entering Unmasked Estep 
Score: -25357062.000000 Penalty: 6002.245605
	Iteration 155Q: 3 clusters Score -2.535706e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96723 members 
Mstep: Class 2 contains 83383 members 
Entering Unmasked Estep 
Score: -25357064.000000 Penalty: 6002.245605
	Iteration 156Q: 3 clusters Score -2.535706e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96714 members 
Mstep: Class 2 contains 83392 members 
Entering Unmasked Estep 
Score: -25357034.000000 Penalty: 6002.245605
	Iteration 157Q: 3 clusters Score -2.535703e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96706 members 
Mstep: Class 2 contains 83400 members 
Entering Unmasked Estep 
Score: -25357052.000000 Penalty: 6002.245605
	Iteration 158Q: 3 clusters Score -2.535705e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96699 members 
Mstep: Class 2 contains 83407 members 
Entering Unmasked Estep 
Score: -25357072.000000 Penalty: 6002.245605
	Iteration 159Q: 3 clusters Score -2.535707e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96693 members 
Mstep: Class 2 contains 83413 members 
Entering Unmasked Estep 
Score: -25357052.000000 Penalty: 6002.245605
	Iteration 160F: 3 clusters Score -2.535705e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96686 members 
Mstep: Class 2 contains 83420 members 
Entering Unmasked Estep 
Score: -25357044.000000 Penalty: 6002.245605
	Iteration 161Q: 3 clusters Score -2.535704e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96678 members 
Mstep: Class 2 contains 83428 members 
Entering Unmasked Estep 
Score: -25357052.000000 Penalty: 6002.245605
	Iteration 162Q: 3 clusters Score -2.535705e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96674 members 
Mstep: Class 2 contains 83432 members 
Entering Unmasked Estep 
Score: -25357034.000000 Penalty: 6002.245605
	Iteration 163Q: 3 clusters Score -2.535703e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96675 members 
Mstep: Class 2 contains 83431 members 
Entering Unmasked Estep 
Score: -25357026.000000 Penalty: 6002.245605
	Iteration 164Q: 3 clusters Score -2.535703e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96674 members 
Mstep: Class 2 contains 83432 members 
Entering Unmasked Estep 
Score: -25357044.000000 Penalty: 6002.245605
	Iteration 165Q: 3 clusters Score -2.535704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96674 members 
Mstep: Class 2 contains 83432 members 
Entering Unmasked Estep 
Score: -25357060.000000 Penalty: 6002.245605
	Iteration 166Q: 3 clusters Score -2.535706e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96674 members 
Mstep: Class 2 contains 83432 members 
Entering Unmasked Estep 
Score: -25357054.000000 Penalty: 6002.245605
	Iteration 167Q: 3 clusters Score -2.535705e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96675 members 
Mstep: Class 2 contains 83431 members 
Entering Unmasked Estep 
Score: -25357046.000000 Penalty: 6002.245605
	Iteration 168Q: 3 clusters Score -2.535705e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96676 members 
Mstep: Class 2 contains 83430 members 
Entering Unmasked Estep 
Score: -25357086.000000 Penalty: 6002.245605
	Iteration 169Q: 3 clusters Score -2.535709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96677 members 
Mstep: Class 2 contains 83429 members 
Entering Unmasked Estep 
Score: -25357082.000000 Penalty: 6002.245605
	Iteration 170Q: 3 clusters Score -2.535708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96681 members 
Mstep: Class 2 contains 83425 members 
Entering Unmasked Estep 
Score: -25357086.000000 Penalty: 6002.245605
	Iteration 171Q: 3 clusters Score -2.535709e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96683 members 
Mstep: Class 2 contains 83423 members 
Entering Unmasked Estep 
Score: -25357074.000000 Penalty: 6002.245605
	Iteration 172Q: 3 clusters Score -2.535707e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96680 members 
Mstep: Class 2 contains 83426 members 
Entering Unmasked Estep 
Score: -25357086.000000 Penalty: 6002.245605
	Iteration 173Q: 3 clusters Score -2.535709e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96678 members 
Mstep: Class 2 contains 83428 members 
Entering Unmasked Estep 
Score: -25357082.000000 Penalty: 6002.245605
	Iteration 174Q: 3 clusters Score -2.535708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96677 members 
Mstep: Class 2 contains 83429 members 
Entering Unmasked Estep 
Score: -25357092.000000 Penalty: 6002.245605
	Iteration 175Q: 3 clusters Score -2.535709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96680 members 
Mstep: Class 2 contains 83426 members 
Entering Unmasked Estep 
Score: -25357072.000000 Penalty: 6002.245605
	Iteration 176Q: 3 clusters Score -2.535707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96680 members 
Mstep: Class 2 contains 83426 members 
Entering Unmasked Estep 
Score: -25357072.000000 Penalty: 6002.245605
	Iteration 177Q: 3 clusters Score -2.535707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96681 members 
Mstep: Class 2 contains 83425 members 
Entering Unmasked Estep 
Score: -25357082.000000 Penalty: 6002.245605
	Iteration 178Q: 3 clusters Score -2.535708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96685 members 
Mstep: Class 2 contains 83421 members 
Entering Unmasked Estep 
Score: -25357090.000000 Penalty: 6002.245605
	Iteration 179Q: 3 clusters Score -2.535709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96688 members 
Mstep: Class 2 contains 83418 members 
Entering Unmasked Estep 
Score: -25357096.000000 Penalty: 6002.245605
	Iteration 180F: 3 clusters Score -2.53571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96691 members 
Mstep: Class 2 contains 83415 members 
Entering Unmasked Estep 
Score: -25357100.000000 Penalty: 6002.245605
	Iteration 181Q: 3 clusters Score -2.53571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96693 members 
Mstep: Class 2 contains 83413 members 
Entering Unmasked Estep 
Score: -25357086.000000 Penalty: 6002.245605
	Iteration 182Q: 3 clusters Score -2.535709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96694 members 
Mstep: Class 2 contains 83412 members 
Entering Unmasked Estep 
Score: -25357088.000000 Penalty: 6002.245605
	Iteration 183Q: 3 clusters Score -2.535709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96695 members 
Mstep: Class 2 contains 83411 members 
Entering Unmasked Estep 
Score: -25357090.000000 Penalty: 6002.245605
	Iteration 184Q: 3 clusters Score -2.535709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96696 members 
Mstep: Class 2 contains 83410 members 
Entering Unmasked Estep 
Score: -25357096.000000 Penalty: 6002.245605
	Iteration 185Q: 3 clusters Score -2.53571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96695 members 
Mstep: Class 2 contains 83411 members 
Entering Unmasked Estep 
Score: -25357096.000000 Penalty: 6002.245605
	Iteration 186Q: 3 clusters Score -2.53571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96693 members 
Mstep: Class 2 contains 83413 members 
Entering Unmasked Estep 
Score: -25357108.000000 Penalty: 6002.245605
	Iteration 187Q: 3 clusters Score -2.535711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96691 members 
Mstep: Class 2 contains 83415 members 
Entering Unmasked Estep 
Score: -25357104.000000 Penalty: 6002.245605
	Iteration 188Q: 3 clusters Score -2.53571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96689 members 
Mstep: Class 2 contains 83417 members 
Entering Unmasked Estep 
Score: -25357106.000000 Penalty: 6002.245605
	Iteration 189Q: 3 clusters Score -2.535711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96689 members 
Mstep: Class 2 contains 83417 members 
Entering Unmasked Estep 
Score: -25357112.000000 Penalty: 6002.245605
	Iteration 190Q: 3 clusters Score -2.535711e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96688 members 
Mstep: Class 2 contains 83418 members 
Entering Unmasked Estep 
Score: -25357098.000000 Penalty: 6002.245605
	Iteration 191Q: 3 clusters Score -2.53571e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96688 members 
Mstep: Class 2 contains 83418 members 
Entering Unmasked Estep 
Score: -25357098.000000 Penalty: 6002.245605
	Iteration 192F: 3 clusters Score -2.53571e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Entering Unmasked Estep 
Score: -295220.937500 Penalty: 1902.150513
	Iteration 0F: 2 clusters Score -295220.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -292510.000000 Penalty: 3804.301025
	Iteration 0F: 3 clusters Score -292510 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -293009.000000 Penalty: 3804.301025
	Iteration 1F: 3 clusters Score -293009 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -293130.125000 Penalty: 3804.301025
	Iteration 2F: 3 clusters Score -293130.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -293198.093750 Penalty: 3804.301025
	Iteration 3Q: 3 clusters Score -293198.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -293242.468750 Penalty: 3804.301025
	Iteration 4Q: 3 clusters Score -293242.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -293275.343750 Penalty: 3804.301025
	Iteration 5Q: 3 clusters Score -293275.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -293301.156250 Penalty: 3804.301025
	Iteration 6Q: 3 clusters Score -293301.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -293316.218750 Penalty: 3804.301025
	Iteration 7Q: 3 clusters Score -293316.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -293328.562500 Penalty: 3804.301025
	Iteration 8Q: 3 clusters Score -293328.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -293347.156250 Penalty: 3804.301025
	Iteration 9Q: 3 clusters Score -293347.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -293361.656250 Penalty: 3804.301025
	Iteration 10Q: 3 clusters Score -293361.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -293372.218750 Penalty: 3804.301025
	Iteration 11Q: 3 clusters Score -293372.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -293381.093750 Penalty: 3804.301025
	Iteration 12Q: 3 clusters Score -293381.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -293388.312500 Penalty: 3804.301025
	Iteration 13Q: 3 clusters Score -293388.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -293394.843750 Penalty: 3804.301025
	Iteration 14Q: 3 clusters Score -293394.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -293403.250000 Penalty: 3804.301025
	Iteration 15Q: 3 clusters Score -293403.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -293412.656250 Penalty: 3804.301025
	Iteration 16Q: 3 clusters Score -293412.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -293421.656250 Penalty: 3804.301025
	Iteration 17Q: 3 clusters Score -293421.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -293423.906250 Penalty: 3804.301025
	Iteration 18Q: 3 clusters Score -293423.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -293427.031250 Penalty: 3804.301025
	Iteration 19Q: 3 clusters Score -293427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -293430.875000 Penalty: 3804.301025
	Iteration 20F: 3 clusters Score -293430.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -293433.406250 Penalty: 3804.301025
	Iteration 21Q: 3 clusters Score -293433.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -293435.562500 Penalty: 3804.301025
	Iteration 22Q: 3 clusters Score -293435.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -293438.062500 Penalty: 3804.301025
	Iteration 23Q: 3 clusters Score -293438.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -293438.625000 Penalty: 3804.301025
	Iteration 24Q: 3 clusters Score -293438.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -293438.625000 Penalty: 3804.301025
	Iteration 25F: 3 clusters Score -293438.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -81267.898438 Penalty: 1583.946045
	Iteration 0F: 2 clusters Score -81267.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -79631.257812 Penalty: 3167.892090
	Iteration 0F: 3 clusters Score -79631.26 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -79835.476562 Penalty: 3167.892090
	Iteration 1F: 3 clusters Score -79835.48 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -79912.921875 Penalty: 3167.892090
	Iteration 2F: 3 clusters Score -79912.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -79939.445312 Penalty: 3167.892090
	Iteration 3Q: 3 clusters Score -79939.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -79947.343750 Penalty: 3167.892090
	Iteration 4Q: 3 clusters Score -79947.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -79954.640625 Penalty: 3167.892090
	Iteration 5Q: 3 clusters Score -79954.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -79959.937500 Penalty: 3167.892090
	Iteration 6Q: 3 clusters Score -79959.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -79963.515625 Penalty: 3167.892090
	Iteration 7Q: 3 clusters Score -79963.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -79967.687500 Penalty: 3167.892090
	Iteration 8Q: 3 clusters Score -79967.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -79967.687500 Penalty: 3167.892090
	Iteration 9F: 3 clusters Score -79967.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Entering Unmasked Estep 
Score: -482410.812500 Penalty: 2028.302368
	Iteration 0F: 2 clusters Score -482410.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -478770.656250 Penalty: 4056.604736
	Iteration 0F: 3 clusters Score -478770.7 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -479558.843750 Penalty: 4056.604736
	Iteration 1F: 3 clusters Score -479558.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -479763.687500 Penalty: 4056.604736
	Iteration 2F: 3 clusters Score -479763.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -479882.906250 Penalty: 4056.604736
	Iteration 3Q: 3 clusters Score -479882.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -479975.812500 Penalty: 4056.604736
	Iteration 4Q: 3 clusters Score -479975.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -480043.218750 Penalty: 4056.604736
	Iteration 5Q: 3 clusters Score -480043.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -480103.687500 Penalty: 4056.604736
	Iteration 6Q: 3 clusters Score -480103.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -480172.250000 Penalty: 4056.604736
	Iteration 7Q: 3 clusters Score -480172.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -480243.093750 Penalty: 4056.604736
	Iteration 8Q: 3 clusters Score -480243.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -480324.750000 Penalty: 4056.604736
	Iteration 9Q: 3 clusters Score -480324.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -480401.062500 Penalty: 4056.604736
	Iteration 10Q: 3 clusters Score -480401.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -480479.500000 Penalty: 4056.604736
	Iteration 11Q: 3 clusters Score -480479.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -480577.875000 Penalty: 4056.604736
	Iteration 12Q: 3 clusters Score -480577.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -480675.125000 Penalty: 4056.604736
	Iteration 13Q: 3 clusters Score -480675.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -480761.031250 Penalty: 4056.604736
	Iteration 14Q: 3 clusters Score -480761 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -480839.687500 Penalty: 4056.604736
	Iteration 15Q: 3 clusters Score -480839.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -480906.343750 Penalty: 4056.604736
	Iteration 16Q: 3 clusters Score -480906.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -480966.812500 Penalty: 4056.604736
	Iteration 17Q: 3 clusters Score -480966.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -481014.312500 Penalty: 4056.604736
	Iteration 18Q: 3 clusters Score -481014.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -481041.343750 Penalty: 4056.604736
	Iteration 19Q: 3 clusters Score -481041.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -481058.281250 Penalty: 4056.604736
	Iteration 20F: 3 clusters Score -481058.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -481078.656250 Penalty: 4056.604736
	Iteration 21Q: 3 clusters Score -481078.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -481096.562500 Penalty: 4056.604736
	Iteration 22Q: 3 clusters Score -481096.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -481112.406250 Penalty: 4056.604736
	Iteration 23Q: 3 clusters Score -481112.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -481125.062500 Penalty: 4056.604736
	Iteration 24Q: 3 clusters Score -481125.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -481133.250000 Penalty: 4056.604736
	Iteration 25Q: 3 clusters Score -481133.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -481140.406250 Penalty: 4056.604736
	Iteration 26Q: 3 clusters Score -481140.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -481144.625000 Penalty: 4056.604736
	Iteration 27Q: 3 clusters Score -481144.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -481146.875000 Penalty: 4056.604736
	Iteration 28Q: 3 clusters Score -481146.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -481150.406250 Penalty: 4056.604736
	Iteration 29Q: 3 clusters Score -481150.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -481152.312500 Penalty: 4056.604736
	Iteration 30Q: 3 clusters Score -481152.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -481152.625000 Penalty: 4056.604736
	Iteration 31Q: 3 clusters Score -481152.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -481152.250000 Penalty: 4056.604736
	Iteration 32Q: 3 clusters Score -481152.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -481153.375000 Penalty: 4056.604736
	Iteration 33Q: 3 clusters Score -481153.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -481153.625000 Penalty: 4056.604736
	Iteration 34Q: 3 clusters Score -481153.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -481153.625000 Penalty: 4056.604736
	Iteration 35F: 3 clusters Score -481153.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (95 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Entering Unmasked Estep 
Score: -9003.604492 Penalty: 1129.361450
	Iteration 0F: 2 clusters Score -9003.604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -8305.748047 Penalty: 2258.722900
	Iteration 0F: 3 clusters Score -8305.748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -8347.305664 Penalty: 2258.722900
	Iteration 1Q: 3 clusters Score -8347.306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -8347.305664 Penalty: 2258.722900
	Iteration 2F: 3 clusters Score -8347.306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -24767.232422 Penalty: 1346.477661
	Iteration 0F: 2 clusters Score -24767.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -23643.189453 Penalty: 2692.955322
	Iteration 0F: 3 clusters Score -23643.19 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -23852.757812 Penalty: 2692.955322
	Iteration 1F: 3 clusters Score -23852.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -23964.087891 Penalty: 2692.955322
	Iteration 2F: 3 clusters Score -23964.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -24005.160156 Penalty: 2692.955322
	Iteration 3Q: 3 clusters Score -24005.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -24046.390625 Penalty: 2692.955322
	Iteration 4Q: 3 clusters Score -24046.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -24125.687500 Penalty: 2692.955322
	Iteration 5Q: 3 clusters Score -24125.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -24160.234375 Penalty: 2692.955322
	Iteration 6Q: 3 clusters Score -24160.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -24172.146484 Penalty: 2692.955322
	Iteration 7Q: 3 clusters Score -24172.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -24172.146484 Penalty: 2692.955322
	Iteration 8F: 3 clusters Score -24172.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -33150.343750 Penalty: 1423.468628
	Iteration 0F: 2 clusters Score -33150.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -31889.501953 Penalty: 2846.937256
	Iteration 0F: 3 clusters Score -31889.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -32102.478516 Penalty: 2846.937256
	Iteration 1F: 3 clusters Score -32102.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32175.880859 Penalty: 2846.937256
	Iteration 2F: 3 clusters Score -32175.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -32221.537109 Penalty: 2846.937256
	Iteration 3Q: 3 clusters Score -32221.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32239.796875 Penalty: 2846.937256
	Iteration 4Q: 3 clusters Score -32239.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -32262.974609 Penalty: 2846.937256
	Iteration 5Q: 3 clusters Score -32262.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32292.181641 Penalty: 2846.937256
	Iteration 6Q: 3 clusters Score -32292.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -32357.152344 Penalty: 2846.937256
	Iteration 7Q: 3 clusters Score -32357.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -32370.308594 Penalty: 2846.937256
	Iteration 8Q: 3 clusters Score -32370.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32380.396484 Penalty: 2846.937256
	Iteration 9Q: 3 clusters Score -32380.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -32390.771484 Penalty: 2846.937256
	Iteration 10Q: 3 clusters Score -32390.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32393.289062 Penalty: 2846.937256
	Iteration 11Q: 3 clusters Score -32393.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32393.289062 Penalty: 2846.937256
	Iteration 12F: 3 clusters Score -32393.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -59295.281250 Penalty: 1553.322754
	Iteration 0F: 2 clusters Score -59295.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -57811.007812 Penalty: 3106.645508
	Iteration 0F: 3 clusters Score -57811.01 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -58016.050781 Penalty: 3106.645508
	Iteration 1F: 3 clusters Score -58016.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -58118.734375 Penalty: 3106.645508
	Iteration 2F: 3 clusters Score -58118.73 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -58345.535156 Penalty: 3106.645508
	Iteration 3F: 3 clusters Score -58345.54 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -58644.800781 Penalty: 3106.645508
	Iteration 4F: 3 clusters Score -58644.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -58805.273438 Penalty: 3106.645508
	Iteration 5F: 3 clusters Score -58805.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -58879.519531 Penalty: 3106.645508
	Iteration 6Q: 3 clusters Score -58879.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -58940.835938 Penalty: 3106.645508
	Iteration 7Q: 3 clusters Score -58940.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -59038.683594 Penalty: 3106.645508
	Iteration 8Q: 3 clusters Score -59038.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -59112.222656 Penalty: 3106.645508
	Iteration 9Q: 3 clusters Score -59112.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -59152.183594 Penalty: 3106.645508
	Iteration 10Q: 3 clusters Score -59152.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -59164.328125 Penalty: 3106.645508
	Iteration 11Q: 3 clusters Score -59164.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -59169.644531 Penalty: 3106.645508
	Iteration 12Q: 3 clusters Score -59169.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -59183.332031 Penalty: 3106.645508
	Iteration 13Q: 3 clusters Score -59183.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -59196.726562 Penalty: 3106.645508
	Iteration 14Q: 3 clusters Score -59196.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -59202.750000 Penalty: 3106.645508
	Iteration 15Q: 3 clusters Score -59202.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -59207.203125 Penalty: 3106.645508
	Iteration 16F: 3 clusters Score -59207.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -59237.054688 Penalty: 3106.645508
	Iteration 17Q: 3 clusters Score -59237.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -59240.972656 Penalty: 3106.645508
	Iteration 18Q: 3 clusters Score -59240.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -59240.972656 Penalty: 3106.645508
	Iteration 19F: 3 clusters Score -59240.97 nChanged 0
--- Evaluating fit on full set of 2883241 points ---
Entering Unmasked Estep 
Score: -391663232.000000 Penalty: 92221.437500
22->26 Clusters: Score -391663232.000000, best is -391950080.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 961080 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 43866 members 
Mstep: Class 3 contains 43302 members 
Mstep: Class 4 contains 44066 members 
Mstep: Class 5 contains 43792 members 
Mstep: Class 6 contains 43723 members 
Mstep: Class 7 contains 43618 members 
Mstep: Class 8 contains 44006 members 
Mstep: Class 9 contains 44275 members 
Mstep: Class 10 contains 43747 members 
Mstep: Class 11 contains 43751 members 
Mstep: Class 12 contains 43404 members 
Mstep: Class 13 contains 43848 members 
Mstep: Class 14 contains 43444 members 
Mstep: Class 15 contains 43769 members 
Mstep: Class 16 contains 43320 members 
Mstep: Class 17 contains 43464 members 
Mstep: Class 18 contains 43493 members 
Mstep: Class 19 contains 43901 members 
Mstep: Class 20 contains 43606 members 
Mstep: Class 21 contains 43636 members 
Mstep: Class 22 contains 43488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 111.731720 but Gain 3416.398438
Score: -126790976.000000 Penalty: 71744.437500
Iteration 0F: 22 clusters Score -1.26791e+08 nChanged 915518
Entering Unmasked Mstep 
Mstep: Class 0 contains 2574 members 
Mstep: Class 1 contains 80510 members 
Mstep: Class 2 contains 5433 members 
Mstep: Class 3 contains 43037 members 
Mstep: Class 4 contains 12143 members 
Mstep: Class 5 contains 54797 members 
Mstep: Class 6 contains 289526 members 
Mstep: Class 7 contains 32430 members 
Mstep: Class 8 contains 11385 members 
Mstep: Class 9 contains 5608 members 
Mstep: Class 10 contains 8811 members 
Mstep: Class 11 contains 5051 members 
Mstep: Class 12 contains 2677 members 
Mstep: Class 13 contains 64252 members 
Mstep: Class 14 contains 17295 members 
Mstep: Class 15 contains 36865 members 
Mstep: Class 16 contains 80526 members 
Mstep: Class 17 contains 4746 members 
Mstep: Class 18 contains 634 members 
Mstep: Class 19 contains 124095 members 
Mstep: Class 20 contains 21356 members 
Mstep: Class 21 contains 57329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2542.693115 but Gain 3416.406250
Score: -130877232.000000 Penalty: 68328.031250
Iteration 1F: 21 clusters Score -1.308772e+08 nChanged 318235
Entering Unmasked Mstep 
Mstep: Class 0 contains 2286 members 
Mstep: Class 1 contains 84133 members 
Mstep: Class 2 contains 3472 members 
Mstep: Class 3 contains 33418 members 
Mstep: Class 4 contains 10524 members 
Mstep: Class 5 contains 46910 members 
Mstep: Class 6 contains 320455 members 
Mstep: Class 7 contains 22783 members 
Mstep: Class 8 contains 10202 members 
Mstep: Class 9 contains 2465 members 
Mstep: Class 10 contains 3928 members 
Mstep: Class 12 contains 3977 members 
Mstep: Class 13 contains 56542 members 
Mstep: Class 14 contains 6000 members 
Mstep: Class 15 contains 29171 members 
Mstep: Class 16 contains 88142 members 
Mstep: Class 17 contains 2843 members 
Mstep: Class 18 contains 927 members 
Mstep: Class 19 contains 160389 members 
Mstep: Class 20 contains 14632 members 
Mstep: Class 21 contains 57881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 2768.341064 but Gain 3416.398438
Score: -131295104.000000 Penalty: 64911.632812
Iteration 2F: 20 clusters Score -1.312951e+08 nChanged 234425
Entering Unmasked Mstep 
Mstep: Class 0 contains 2043 members 
Mstep: Class 1 contains 112503 members 
Mstep: Class 2 contains 1893 members 
Mstep: Class 3 contains 26655 members 
Mstep: Class 4 contains 11859 members 
Mstep: Class 5 contains 51108 members 
Mstep: Class 6 contains 276877 members 
Mstep: Class 7 contains 15200 members 
Mstep: Class 8 contains 7399 members 
Mstep: Class 10 contains 3267 members 
Mstep: Class 12 contains 4250 members 
Mstep: Class 13 contains 47851 members 
Mstep: Class 14 contains 2790 members 
Mstep: Class 15 contains 24166 members 
Mstep: Class 16 contains 92812 members 
Mstep: Class 17 contains 3322 members 
Mstep: Class 18 contains 1115 members 
Mstep: Class 19 contains 194065 members 
Mstep: Class 20 contains 10866 members 
Mstep: Class 21 contains 71039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -131636360.000000 Penalty: 64911.632812
Iteration 3F: 20 clusters Score -1.316364e+08 nChanged 203500
Entering Unmasked Mstep 
Mstep: Class 0 contains 1534 members 
Mstep: Class 1 contains 141183 members 
Mstep: Class 2 contains 1144 members 
Mstep: Class 3 contains 21507 members 
Mstep: Class 4 contains 12762 members 
Mstep: Class 5 contains 61688 members 
Mstep: Class 6 contains 230106 members 
Mstep: Class 7 contains 10561 members 
Mstep: Class 8 contains 4731 members 
Mstep: Class 10 contains 3455 members 
Mstep: Class 12 contains 4127 members 
Mstep: Class 13 contains 38410 members 
Mstep: Class 14 contains 1775 members 
Mstep: Class 15 contains 22191 members 
Mstep: Class 16 contains 95655 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 1568 members 
Mstep: Class 19 contains 211924 members 
Mstep: Class 20 contains 8611 members 
Mstep: Class 21 contains 84115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -131928512.000000 Penalty: 64911.632812
Iteration 4F: 20 clusters Score -1.319285e+08 nChanged 167431
Entering Unmasked Mstep 
Mstep: Class 0 contains 841 members 
Mstep: Class 1 contains 164373 members 
Mstep: Class 2 contains 1285 members 
Mstep: Class 3 contains 17991 members 
Mstep: Class 4 contains 12297 members 
Mstep: Class 5 contains 71369 members 
Mstep: Class 6 contains 205928 members 
Mstep: Class 7 contains 7640 members 
Mstep: Class 8 contains 4973 members 
Mstep: Class 10 contains 3768 members 
Mstep: Class 12 contains 4020 members 
Mstep: Class 13 contains 31016 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 22276 members 
Mstep: Class 16 contains 107113 members 
Mstep: Class 17 contains 4253 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 196706 members 
Mstep: Class 20 contains 7399 members 
Mstep: Class 21 contains 94289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132176936.000000 Penalty: 64911.632812
Iteration 5F: 20 clusters Score -1.321769e+08 nChanged 131898
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 182904 members 
Mstep: Class 2 contains 1376 members 
Mstep: Class 3 contains 14472 members 
Mstep: Class 4 contains 10280 members 
Mstep: Class 5 contains 75386 members 
Mstep: Class 6 contains 195928 members 
Mstep: Class 7 contains 5519 members 
Mstep: Class 8 contains 7791 members 
Mstep: Class 10 contains 3837 members 
Mstep: Class 12 contains 3977 members 
Mstep: Class 13 contains 24304 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 21827 members 
Mstep: Class 16 contains 125498 members 
Mstep: Class 17 contains 4320 members 
Mstep: Class 18 contains 2811 members 
Mstep: Class 19 contains 170473 members 
Mstep: Class 20 contains 6386 members 
Mstep: Class 21 contains 102776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132341072.000000 Penalty: 64911.632812
Iteration 6F: 20 clusters Score -1.323411e+08 nChanged 111228
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 191278 members 
Mstep: Class 2 contains 1116 members 
Mstep: Class 3 contains 11846 members 
Mstep: Class 4 contains 7985 members 
Mstep: Class 5 contains 75925 members 
Mstep: Class 6 contains 187664 members 
Mstep: Class 7 contains 4049 members 
Mstep: Class 8 contains 11896 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 12 contains 3955 members 
Mstep: Class 13 contains 18653 members 
Mstep: Class 14 contains 756 members 
Mstep: Class 15 contains 20722 members 
Mstep: Class 16 contains 140791 members 
Mstep: Class 17 contains 4982 members 
Mstep: Class 18 contains 2891 members 
Mstep: Class 19 contains 155157 members 
Mstep: Class 20 contains 5663 members 
Mstep: Class 21 contains 112015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 3329.983887 but Gain 3416.402344
Score: -132422776.000000 Penalty: 61495.230469
Iteration 7F: 19 clusters Score -1.324228e+08 nChanged 89099
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 191572 members 
Mstep: Class 2 contains 915 members 
Mstep: Class 3 contains 10483 members 
Mstep: Class 4 contains 5846 members 
Mstep: Class 5 contains 75333 members 
Mstep: Class 6 contains 181612 members 
Mstep: Class 8 contains 15921 members 
Mstep: Class 10 contains 3261 members 
Mstep: Class 12 contains 3953 members 
Mstep: Class 13 contains 15311 members 
Mstep: Class 14 contains 654 members 
Mstep: Class 15 contains 20587 members 
Mstep: Class 16 contains 151091 members 
Mstep: Class 17 contains 6329 members 
Mstep: Class 18 contains 2932 members 
Mstep: Class 19 contains 146689 members 
Mstep: Class 20 contains 5308 members 
Mstep: Class 21 contains 123229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132479848.000000 Penalty: 61495.230469
Iteration 8F: 19 clusters Score -1.324798e+08 nChanged 65917
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 186426 members 
Mstep: Class 2 contains 787 members 
Mstep: Class 3 contains 9781 members 
Mstep: Class 4 contains 4289 members 
Mstep: Class 5 contains 74422 members 
Mstep: Class 6 contains 177719 members 
Mstep: Class 8 contains 19387 members 
Mstep: Class 10 contains 2925 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 13533 members 
Mstep: Class 14 contains 606 members 
Mstep: Class 15 contains 21314 members 
Mstep: Class 16 contains 158151 members 
Mstep: Class 17 contains 7949 members 
Mstep: Class 18 contains 2839 members 
Mstep: Class 19 contains 137736 members 
Mstep: Class 20 contains 5092 members 
Mstep: Class 21 contains 134138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132523816.000000 Penalty: 61495.230469
Iteration 9F: 19 clusters Score -1.325238e+08 nChanged 52567
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 179473 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 8916 members 
Mstep: Class 4 contains 3209 members 
Mstep: Class 5 contains 73398 members 
Mstep: Class 6 contains 174498 members 
Mstep: Class 8 contains 22172 members 
Mstep: Class 10 contains 2755 members 
Mstep: Class 12 contains 3934 members 
Mstep: Class 13 contains 12694 members 
Mstep: Class 14 contains 591 members 
Mstep: Class 15 contains 22602 members 
Mstep: Class 16 contains 164992 members 
Mstep: Class 17 contains 9652 members 
Mstep: Class 18 contains 2654 members 
Mstep: Class 19 contains 128539 members 
Mstep: Class 20 contains 4958 members 
Mstep: Class 21 contains 145296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 3228.273682 but Gain 3416.402344
Score: -132559032.000000 Penalty: 58078.828125
Iteration 10F: 18 clusters Score -1.32559e+08 nChanged 46875
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 172971 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 7907 members 
Mstep: Class 5 contains 72388 members 
Mstep: Class 6 contains 173033 members 
Mstep: Class 8 contains 24321 members 
Mstep: Class 10 contains 2482 members 
Mstep: Class 12 contains 3932 members 
Mstep: Class 13 contains 12585 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 24210 members 
Mstep: Class 16 contains 172360 members 
Mstep: Class 17 contains 11370 members 
Mstep: Class 18 contains 2646 members 
Mstep: Class 19 contains 118879 members 
Mstep: Class 20 contains 4764 members 
Mstep: Class 21 contains 155943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132585880.000000 Penalty: 58078.828125
Iteration 11Q: 18 clusters Score -1.325859e+08 nChanged 39637
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 168166 members 
Mstep: Class 2 contains 638 members 
Mstep: Class 3 contains 6971 members 
Mstep: Class 5 contains 71210 members 
Mstep: Class 6 contains 168877 members 
Mstep: Class 8 contains 26015 members 
Mstep: Class 10 contains 2368 members 
Mstep: Class 12 contains 3933 members 
Mstep: Class 13 contains 12300 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 25775 members 
Mstep: Class 16 contains 178847 members 
Mstep: Class 17 contains 12969 members 
Mstep: Class 18 contains 2644 members 
Mstep: Class 19 contains 109185 members 
Mstep: Class 20 contains 4616 members 
Mstep: Class 21 contains 165942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132600928.000000 Penalty: 58078.828125
Iteration 12Q: 18 clusters Score -1.326009e+08 nChanged 38044
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 163259 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 6334 members 
Mstep: Class 5 contains 70470 members 
Mstep: Class 6 contains 165734 members 
Mstep: Class 8 contains 27502 members 
Mstep: Class 10 contains 2311 members 
Mstep: Class 12 contains 3935 members 
Mstep: Class 13 contains 12146 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 27240 members 
Mstep: Class 16 contains 182942 members 
Mstep: Class 17 contains 14474 members 
Mstep: Class 18 contains 2643 members 
Mstep: Class 19 contains 99845 members 
Mstep: Class 20 contains 4568 members 
Mstep: Class 21 contains 176435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132605720.000000 Penalty: 58078.828125
Iteration 13Q: 18 clusters Score -1.326057e+08 nChanged 39999
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 155943 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 5977 members 
Mstep: Class 5 contains 69985 members 
Mstep: Class 6 contains 162980 members 
Mstep: Class 8 contains 29074 members 
Mstep: Class 10 contains 2262 members 
Mstep: Class 12 contains 3945 members 
Mstep: Class 13 contains 12475 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 28535 members 
Mstep: Class 16 contains 184506 members 
Mstep: Class 17 contains 15986 members 
Mstep: Class 18 contains 2643 members 
Mstep: Class 19 contains 91354 members 
Mstep: Class 20 contains 4698 members 
Mstep: Class 21 contains 189497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132601136.000000 Penalty: 58078.828125
Iteration 14Q: 18 clusters Score -1.326011e+08 nChanged 41496
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 147913 members 
Mstep: Class 2 contains 579 members 
Mstep: Class 3 contains 5797 members 
Mstep: Class 5 contains 69684 members 
Mstep: Class 6 contains 161268 members 
Mstep: Class 8 contains 30810 members 
Mstep: Class 10 contains 2237 members 
Mstep: Class 12 contains 3948 members 
Mstep: Class 13 contains 13215 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 29485 members 
Mstep: Class 16 contains 184108 members 
Mstep: Class 17 contains 17499 members 
Mstep: Class 18 contains 2643 members 
Mstep: Class 19 contains 84387 members 
Mstep: Class 20 contains 5075 members 
Mstep: Class 21 contains 201808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132593736.000000 Penalty: 58078.828125
Iteration 15Q: 18 clusters Score -1.325937e+08 nChanged 39643
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 140611 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 5791 members 
Mstep: Class 5 contains 69666 members 
Mstep: Class 6 contains 160472 members 
Mstep: Class 8 contains 32547 members 
Mstep: Class 10 contains 2226 members 
Mstep: Class 12 contains 3949 members 
Mstep: Class 13 contains 14189 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 30307 members 
Mstep: Class 16 contains 183062 members 
Mstep: Class 17 contains 19067 members 
Mstep: Class 18 contains 2643 members 
Mstep: Class 19 contains 79731 members 
Mstep: Class 20 contains 5703 members 
Mstep: Class 21 contains 209932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132589656.000000 Penalty: 58078.828125
Iteration 16Q: 18 clusters Score -1.325897e+08 nChanged 34229
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 136500 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 5864 members 
Mstep: Class 5 contains 69833 members 
Mstep: Class 6 contains 159945 members 
Mstep: Class 8 contains 34176 members 
Mstep: Class 10 contains 2221 members 
Mstep: Class 12 contains 3950 members 
Mstep: Class 13 contains 15137 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 31229 members 
Mstep: Class 16 contains 182028 members 
Mstep: Class 17 contains 20614 members 
Mstep: Class 18 contains 2643 members 
Mstep: Class 19 contains 77113 members 
Mstep: Class 20 contains 6538 members 
Mstep: Class 21 contains 212125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132589432.000000 Penalty: 58078.828125
Iteration 17Q: 18 clusters Score -1.325894e+08 nChanged 27740
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 135931 members 
Mstep: Class 2 contains 532 members 
Mstep: Class 3 contains 5946 members 
Mstep: Class 5 contains 69926 members 
Mstep: Class 6 contains 159469 members 
Mstep: Class 8 contains 35415 members 
Mstep: Class 10 contains 2220 members 
Mstep: Class 12 contains 3947 members 
Mstep: Class 13 contains 15958 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 32233 members 
Mstep: Class 16 contains 181032 members 
Mstep: Class 17 contains 22014 members 
Mstep: Class 18 contains 2643 members 
Mstep: Class 19 contains 75866 members 
Mstep: Class 20 contains 7592 members 
Mstep: Class 21 contains 209732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132594248.000000 Penalty: 58078.828125
Iteration 18Q: 18 clusters Score -1.325942e+08 nChanged 22949
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 137499 members 
Mstep: Class 2 contains 525 members 
Mstep: Class 3 contains 5987 members 
Mstep: Class 5 contains 69829 members 
Mstep: Class 6 contains 158648 members 
Mstep: Class 8 contains 36191 members 
Mstep: Class 10 contains 2218 members 
Mstep: Class 12 contains 3948 members 
Mstep: Class 13 contains 16592 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 33216 members 
Mstep: Class 16 contains 180301 members 
Mstep: Class 17 contains 23242 members 
Mstep: Class 18 contains 2643 members 
Mstep: Class 19 contains 75228 members 
Mstep: Class 20 contains 8823 members 
Mstep: Class 21 contains 205566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132600248.000000 Penalty: 58078.828125
Iteration 19Q: 18 clusters Score -1.326002e+08 nChanged 19928
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 140489 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 6019 members 
Mstep: Class 5 contains 69674 members 
Mstep: Class 6 contains 157552 members 
Mstep: Class 8 contains 36622 members 
Mstep: Class 10 contains 2219 members 
Mstep: Class 12 contains 3951 members 
Mstep: Class 13 contains 17005 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 34150 members 
Mstep: Class 16 contains 179695 members 
Mstep: Class 17 contains 24320 members 
Mstep: Class 18 contains 2643 members 
Mstep: Class 19 contains 75088 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 200387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132608944.000000 Penalty: 58078.828125
Iteration 20F: 18 clusters Score -1.326089e+08 nChanged 20211
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 143915 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 6374 members 
Mstep: Class 5 contains 69490 members 
Mstep: Class 6 contains 155732 members 
Mstep: Class 8 contains 36730 members 
Mstep: Class 10 contains 2219 members 
Mstep: Class 12 contains 3956 members 
Mstep: Class 13 contains 17341 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 35008 members 
Mstep: Class 16 contains 179106 members 
Mstep: Class 17 contains 25225 members 
Mstep: Class 18 contains 2643 members 
Mstep: Class 19 contains 74930 members 
Mstep: Class 20 contains 11946 members 
Mstep: Class 21 contains 195314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132616808.000000 Penalty: 58078.828125
Iteration 21Q: 18 clusters Score -1.326168e+08 nChanged 19836
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 148374 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 6795 members 
Mstep: Class 5 contains 69171 members 
Mstep: Class 6 contains 153568 members 
Mstep: Class 8 contains 36582 members 
Mstep: Class 10 contains 2220 members 
Mstep: Class 12 contains 3956 members 
Mstep: Class 13 contains 17580 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 35784 members 
Mstep: Class 16 contains 178731 members 
Mstep: Class 17 contains 26045 members 
Mstep: Class 18 contains 2643 members 
Mstep: Class 19 contains 74891 members 
Mstep: Class 20 contains 13894 members 
Mstep: Class 21 contains 189684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132623856.000000 Penalty: 58078.828125
Iteration 22Q: 18 clusters Score -1.326239e+08 nChanged 18998
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 153387 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 7230 members 
Mstep: Class 5 contains 68755 members 
Mstep: Class 6 contains 150956 members 
Mstep: Class 8 contains 36230 members 
Mstep: Class 10 contains 2220 members 
Mstep: Class 12 contains 3955 members 
Mstep: Class 13 contains 17727 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 36665 members 
Mstep: Class 16 contains 178508 members 
Mstep: Class 17 contains 26636 members 
Mstep: Class 18 contains 2643 members 
Mstep: Class 19 contains 74894 members 
Mstep: Class 20 contains 15923 members 
Mstep: Class 21 contains 184167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132631720.000000 Penalty: 58078.828125
Iteration 23Q: 18 clusters Score -1.326317e+08 nChanged 17588
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 158666 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 7541 members 
Mstep: Class 5 contains 68250 members 
Mstep: Class 6 contains 148325 members 
Mstep: Class 8 contains 35860 members 
Mstep: Class 10 contains 2217 members 
Mstep: Class 12 contains 3955 members 
Mstep: Class 13 contains 17802 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 37547 members 
Mstep: Class 16 contains 178390 members 
Mstep: Class 17 contains 27013 members 
Mstep: Class 18 contains 2643 members 
Mstep: Class 19 contains 74862 members 
Mstep: Class 20 contains 17773 members 
Mstep: Class 21 contains 179026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132640152.000000 Penalty: 58078.828125
Iteration 24Q: 18 clusters Score -1.326402e+08 nChanged 17148
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 164957 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 7733 members 
Mstep: Class 5 contains 67902 members 
Mstep: Class 6 contains 145926 members 
Mstep: Class 8 contains 35557 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 12 contains 3955 members 
Mstep: Class 13 contains 17842 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 38464 members 
Mstep: Class 16 contains 178146 members 
Mstep: Class 17 contains 27310 members 
Mstep: Class 18 contains 2643 members 
Mstep: Class 19 contains 74511 members 
Mstep: Class 20 contains 19394 members 
Mstep: Class 21 contains 173304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132644744.000000 Penalty: 58078.828125
Iteration 25Q: 18 clusters Score -1.326447e+08 nChanged 17442
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 171482 members 
Mstep: Class 2 contains 608 members 
Mstep: Class 3 contains 7814 members 
Mstep: Class 5 contains 67760 members 
Mstep: Class 6 contains 143825 members 
Mstep: Class 8 contains 35352 members 
Mstep: Class 10 contains 2210 members 
Mstep: Class 12 contains 3956 members 
Mstep: Class 13 contains 17914 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 39429 members 
Mstep: Class 16 contains 177898 members 
Mstep: Class 17 contains 27483 members 
Mstep: Class 18 contains 2643 members 
Mstep: Class 19 contains 73763 members 
Mstep: Class 20 contains 20825 members 
Mstep: Class 21 contains 167494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132647576.000000 Penalty: 58078.828125
Iteration 26Q: 18 clusters Score -1.326476e+08 nChanged 17664
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 177692 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 7875 members 
Mstep: Class 5 contains 67767 members 
Mstep: Class 6 contains 142027 members 
Mstep: Class 8 contains 35295 members 
Mstep: Class 10 contains 2209 members 
Mstep: Class 12 contains 3955 members 
Mstep: Class 13 contains 17933 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 40207 members 
Mstep: Class 16 contains 177666 members 
Mstep: Class 17 contains 27827 members 
Mstep: Class 18 contains 2643 members 
Mstep: Class 19 contains 72914 members 
Mstep: Class 20 contains 22025 members 
Mstep: Class 21 contains 161811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132647840.000000 Penalty: 58078.828125
Iteration 27Q: 18 clusters Score -1.326478e+08 nChanged 17750
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 182214 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 7917 members 
Mstep: Class 5 contains 67897 members 
Mstep: Class 6 contains 140495 members 
Mstep: Class 8 contains 35380 members 
Mstep: Class 10 contains 2209 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 17963 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 40811 members 
Mstep: Class 16 contains 177480 members 
Mstep: Class 17 contains 28365 members 
Mstep: Class 18 contains 2643 members 
Mstep: Class 19 contains 72224 members 
Mstep: Class 20 contains 22918 members 
Mstep: Class 21 contains 157372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132646136.000000 Penalty: 58078.828125
Iteration 28Q: 18 clusters Score -1.326461e+08 nChanged 17651
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 184397 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 7967 members 
Mstep: Class 5 contains 68017 members 
Mstep: Class 6 contains 139189 members 
Mstep: Class 8 contains 35525 members 
Mstep: Class 10 contains 2209 members 
Mstep: Class 12 contains 3947 members 
Mstep: Class 13 contains 18011 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 41329 members 
Mstep: Class 16 contains 177530 members 
Mstep: Class 17 contains 29078 members 
Mstep: Class 18 contains 2643 members 
Mstep: Class 19 contains 71790 members 
Mstep: Class 20 contains 23492 members 
Mstep: Class 21 contains 154709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132645328.000000 Penalty: 58078.828125
Iteration 29Q: 18 clusters Score -1.326453e+08 nChanged 16328
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 183966 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 7992 members 
Mstep: Class 5 contains 68049 members 
Mstep: Class 6 contains 138137 members 
Mstep: Class 8 contains 35670 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 18034 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 41844 members 
Mstep: Class 16 contains 177669 members 
Mstep: Class 17 contains 29924 members 
Mstep: Class 18 contains 2644 members 
Mstep: Class 19 contains 71631 members 
Mstep: Class 20 contains 23909 members 
Mstep: Class 21 contains 154213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132645056.000000 Penalty: 58078.828125
Iteration 30Q: 18 clusters Score -1.326451e+08 nChanged 14488
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 181828 members 
Mstep: Class 2 contains 627 members 
Mstep: Class 3 contains 8026 members 
Mstep: Class 5 contains 68078 members 
Mstep: Class 6 contains 137268 members 
Mstep: Class 8 contains 35714 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 18061 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 42303 members 
Mstep: Class 16 contains 177933 members 
Mstep: Class 17 contains 30752 members 
Mstep: Class 18 contains 2644 members 
Mstep: Class 19 contains 71758 members 
Mstep: Class 20 contains 24173 members 
Mstep: Class 21 contains 155133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132646952.000000 Penalty: 58078.828125
Iteration 31Q: 18 clusters Score -1.32647e+08 nChanged 12459
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 178815 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 8056 members 
Mstep: Class 5 contains 68048 members 
Mstep: Class 6 contains 136564 members 
Mstep: Class 8 contains 35624 members 
Mstep: Class 10 contains 2218 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 18079 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 42791 members 
Mstep: Class 16 contains 178163 members 
Mstep: Class 17 contains 31506 members 
Mstep: Class 18 contains 2644 members 
Mstep: Class 19 contains 71901 members 
Mstep: Class 20 contains 24321 members 
Mstep: Class 21 contains 157158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132649248.000000 Penalty: 58078.828125
Iteration 32Q: 18 clusters Score -1.326492e+08 nChanged 10665
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 175574 members 
Mstep: Class 2 contains 626 members 
Mstep: Class 3 contains 8058 members 
Mstep: Class 5 contains 68019 members 
Mstep: Class 6 contains 135953 members 
Mstep: Class 8 contains 35463 members 
Mstep: Class 10 contains 2219 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 18080 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 43210 members 
Mstep: Class 16 contains 178314 members 
Mstep: Class 17 contains 32208 members 
Mstep: Class 18 contains 2644 members 
Mstep: Class 19 contains 72129 members 
Mstep: Class 20 contains 24469 members 
Mstep: Class 21 contains 159549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132651352.000000 Penalty: 58078.828125
Iteration 33Q: 18 clusters Score -1.326514e+08 nChanged 8677
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 172572 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 8059 members 
Mstep: Class 5 contains 67990 members 
Mstep: Class 6 contains 135465 members 
Mstep: Class 8 contains 35234 members 
Mstep: Class 10 contains 2218 members 
Mstep: Class 12 contains 3939 members 
Mstep: Class 13 contains 18084 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 43556 members 
Mstep: Class 16 contains 178332 members 
Mstep: Class 17 contains 32773 members 
Mstep: Class 18 contains 2644 members 
Mstep: Class 19 contains 72423 members 
Mstep: Class 20 contains 24564 members 
Mstep: Class 21 contains 161972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132653168.000000 Penalty: 58078.828125
Iteration 34Q: 18 clusters Score -1.326532e+08 nChanged 7263
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 169610 members 
Mstep: Class 2 contains 635 members 
Mstep: Class 3 contains 8058 members 
Mstep: Class 5 contains 67954 members 
Mstep: Class 6 contains 135060 members 
Mstep: Class 8 contains 35059 members 
Mstep: Class 10 contains 2219 members 
Mstep: Class 12 contains 3937 members 
Mstep: Class 13 contains 18091 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 43864 members 
Mstep: Class 16 contains 178336 members 
Mstep: Class 17 contains 33232 members 
Mstep: Class 18 contains 2644 members 
Mstep: Class 19 contains 72537 members 
Mstep: Class 20 contains 24729 members 
Mstep: Class 21 contains 164491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132654744.000000 Penalty: 58078.828125
Iteration 35Q: 18 clusters Score -1.326547e+08 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 166996 members 
Mstep: Class 2 contains 639 members 
Mstep: Class 3 contains 8076 members 
Mstep: Class 5 contains 67916 members 
Mstep: Class 6 contains 134737 members 
Mstep: Class 8 contains 34935 members 
Mstep: Class 10 contains 2217 members 
Mstep: Class 12 contains 3935 members 
Mstep: Class 13 contains 18099 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 44140 members 
Mstep: Class 16 contains 178270 members 
Mstep: Class 17 contains 33546 members 
Mstep: Class 18 contains 2644 members 
Mstep: Class 19 contains 72498 members 
Mstep: Class 20 contains 24964 members 
Mstep: Class 21 contains 166844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132655616.000000 Penalty: 58078.828125
Iteration 36Q: 18 clusters Score -1.326556e+08 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 164739 members 
Mstep: Class 2 contains 643 members 
Mstep: Class 3 contains 8079 members 
Mstep: Class 5 contains 67879 members 
Mstep: Class 6 contains 134480 members 
Mstep: Class 8 contains 34890 members 
Mstep: Class 10 contains 2221 members 
Mstep: Class 12 contains 3936 members 
Mstep: Class 13 contains 18112 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 44462 members 
Mstep: Class 16 contains 178260 members 
Mstep: Class 17 contains 33740 members 
Mstep: Class 18 contains 2644 members 
Mstep: Class 19 contains 72264 members 
Mstep: Class 20 contains 25235 members 
Mstep: Class 21 contains 168872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132656456.000000 Penalty: 58078.828125
Iteration 37Q: 18 clusters Score -1.326565e+08 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 162524 members 
Mstep: Class 2 contains 645 members 
Mstep: Class 3 contains 8072 members 
Mstep: Class 5 contains 67831 members 
Mstep: Class 6 contains 134287 members 
Mstep: Class 8 contains 34871 members 
Mstep: Class 10 contains 2222 members 
Mstep: Class 12 contains 3936 members 
Mstep: Class 13 contains 18121 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 44675 members 
Mstep: Class 16 contains 178252 members 
Mstep: Class 17 contains 33876 members 
Mstep: Class 18 contains 2644 members 
Mstep: Class 19 contains 72004 members 
Mstep: Class 20 contains 25570 members 
Mstep: Class 21 contains 170926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132656032.000000 Penalty: 58078.828125
Iteration 38Q: 18 clusters Score -1.32656e+08 nChanged 6834
Entering ConstructFrom: 
Score: -132656032.000000 Penalty: 58078.828125
Entering ConstructFrom: 
Trying to split cluster 1 (160615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160615 members 
Entering Unmasked Estep 
Score: -22432094.000000 Penalty: 2972.718018
	Iteration 0F: 2 clusters Score -2.243209e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80275 members 
Mstep: Class 2 contains 80340 members 
Entering Unmasked Estep 
Score: -22326448.000000 Penalty: 5945.436035
	Iteration 0F: 3 clusters Score -2.232645e+07 nChanged 76849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80578 members 
Mstep: Class 2 contains 80037 members 
Entering Unmasked Estep 
Score: -22370672.000000 Penalty: 5945.436035
	Iteration 1F: 3 clusters Score -2.237067e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80561 members 
Mstep: Class 2 contains 80054 members 
Entering Unmasked Estep 
Score: -22371244.000000 Penalty: 5945.436035
	Iteration 2Q: 3 clusters Score -2.237124e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80555 members 
Mstep: Class 2 contains 80060 members 
Entering Unmasked Estep 
Score: -22371818.000000 Penalty: 5945.436035
	Iteration 3Q: 3 clusters Score -2.237182e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80498 members 
Mstep: Class 2 contains 80117 members 
Entering Unmasked Estep 
Score: -22372436.000000 Penalty: 5945.436035
	Iteration 4Q: 3 clusters Score -2.237244e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80416 members 
Mstep: Class 2 contains 80199 members 
Entering Unmasked Estep 
Score: -22373302.000000 Penalty: 5945.436035
	Iteration 5Q: 3 clusters Score -2.23733e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80377 members 
Mstep: Class 2 contains 80238 members 
Entering Unmasked Estep 
Score: -22374620.000000 Penalty: 5945.436035
	Iteration 6Q: 3 clusters Score -2.237462e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80308 members 
Mstep: Class 2 contains 80307 members 
Entering Unmasked Estep 
Score: -22376590.000000 Penalty: 5945.436035
	Iteration 7Q: 3 clusters Score -2.237659e+07 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80353 members 
Mstep: Class 2 contains 80262 members 
Entering Unmasked Estep 
Score: -22379588.000000 Penalty: 5945.436035
	Iteration 8Q: 3 clusters Score -2.237959e+07 nChanged 7981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80668 members 
Mstep: Class 2 contains 79947 members 
Entering Unmasked Estep 
Score: -22384166.000000 Penalty: 5945.436035
	Iteration 9Q: 3 clusters Score -2.238417e+07 nChanged 9524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81622 members 
Mstep: Class 2 contains 78993 members 
Entering Unmasked Estep 
Score: -22390682.000000 Penalty: 5945.436035
	Iteration 10F: 3 clusters Score -2.239068e+07 nChanged 11059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83445 members 
Mstep: Class 2 contains 77170 members 
Entering Unmasked Estep 
Score: -22399528.000000 Penalty: 5945.436035
	Iteration 11F: 3 clusters Score -2.239953e+07 nChanged 11101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85750 members 
Mstep: Class 2 contains 74865 members 
Entering Unmasked Estep 
Score: -22407796.000000 Penalty: 5945.436035
	Iteration 12F: 3 clusters Score -2.24078e+07 nChanged 8796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87860 members 
Mstep: Class 2 contains 72755 members 
Entering Unmasked Estep 
Score: -22412344.000000 Penalty: 5945.436035
	Iteration 13F: 3 clusters Score -2.241234e+07 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89634 members 
Mstep: Class 2 contains 70981 members 
Entering Unmasked Estep 
Score: -22414476.000000 Penalty: 5945.436035
	Iteration 14Q: 3 clusters Score -2.241448e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91475 members 
Mstep: Class 2 contains 69140 members 
Entering Unmasked Estep 
Score: -22415646.000000 Penalty: 5945.436035
	Iteration 15Q: 3 clusters Score -2.241565e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93350 members 
Mstep: Class 2 contains 67265 members 
Entering Unmasked Estep 
Score: -22416494.000000 Penalty: 5945.436035
	Iteration 16Q: 3 clusters Score -2.241649e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95311 members 
Mstep: Class 2 contains 65304 members 
Entering Unmasked Estep 
Score: -22417434.000000 Penalty: 5945.436035
	Iteration 17Q: 3 clusters Score -2.241743e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97286 members 
Mstep: Class 2 contains 63329 members 
Entering Unmasked Estep 
Score: -22418382.000000 Penalty: 5945.436035
	Iteration 18Q: 3 clusters Score -2.241838e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99299 members 
Mstep: Class 2 contains 61316 members 
Entering Unmasked Estep 
Score: -22419278.000000 Penalty: 5945.436035
	Iteration 19Q: 3 clusters Score -2.241928e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101278 members 
Mstep: Class 2 contains 59337 members 
Entering Unmasked Estep 
Score: -22420076.000000 Penalty: 5945.436035
	Iteration 20F: 3 clusters Score -2.242008e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103067 members 
Mstep: Class 2 contains 57548 members 
Entering Unmasked Estep 
Score: -22420714.000000 Penalty: 5945.436035
	Iteration 21Q: 3 clusters Score -2.242071e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104755 members 
Mstep: Class 2 contains 55860 members 
Entering Unmasked Estep 
Score: -22421206.000000 Penalty: 5945.436035
	Iteration 22Q: 3 clusters Score -2.242121e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106376 members 
Mstep: Class 2 contains 54239 members 
Entering Unmasked Estep 
Score: -22421684.000000 Penalty: 5945.436035
	Iteration 23Q: 3 clusters Score -2.242168e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108057 members 
Mstep: Class 2 contains 52558 members 
Entering Unmasked Estep 
Score: -22422142.000000 Penalty: 5945.436035
	Iteration 24Q: 3 clusters Score -2.242214e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109760 members 
Mstep: Class 2 contains 50855 members 
Entering Unmasked Estep 
Score: -22422564.000000 Penalty: 5945.436035
	Iteration 25Q: 3 clusters Score -2.242256e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111437 members 
Mstep: Class 2 contains 49178 members 
Entering Unmasked Estep 
Score: -22422956.000000 Penalty: 5945.436035
	Iteration 26Q: 3 clusters Score -2.242296e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113039 members 
Mstep: Class 2 contains 47576 members 
Entering Unmasked Estep 
Score: -22423174.000000 Penalty: 5945.436035
	Iteration 27Q: 3 clusters Score -2.242317e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114709 members 
Mstep: Class 2 contains 45906 members 
Entering Unmasked Estep 
Score: -22423470.000000 Penalty: 5945.436035
	Iteration 28Q: 3 clusters Score -2.242347e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116389 members 
Mstep: Class 2 contains 44226 members 
Entering Unmasked Estep 
Score: -22423764.000000 Penalty: 5945.436035
	Iteration 29Q: 3 clusters Score -2.242376e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118047 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -22423982.000000 Penalty: 5945.436035
	Iteration 30Q: 3 clusters Score -2.242398e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119720 members 
Mstep: Class 2 contains 40895 members 
Entering Unmasked Estep 
Score: -22424264.000000 Penalty: 5945.436035
	Iteration 31Q: 3 clusters Score -2.242426e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121346 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -22424526.000000 Penalty: 5945.436035
	Iteration 32Q: 3 clusters Score -2.242453e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123045 members 
Mstep: Class 2 contains 37570 members 
Entering Unmasked Estep 
Score: -22424762.000000 Penalty: 5945.436035
	Iteration 33Q: 3 clusters Score -2.242476e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124738 members 
Mstep: Class 2 contains 35877 members 
Entering Unmasked Estep 
Score: -22425136.000000 Penalty: 5945.436035
	Iteration 34Q: 3 clusters Score -2.242514e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126410 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -22425476.000000 Penalty: 5945.436035
	Iteration 35Q: 3 clusters Score -2.242548e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128083 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -22425820.000000 Penalty: 5945.436035
	Iteration 36Q: 3 clusters Score -2.242582e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129806 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -22426186.000000 Penalty: 5945.436035
	Iteration 37Q: 3 clusters Score -2.242619e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131501 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -22426506.000000 Penalty: 5945.436035
	Iteration 38Q: 3 clusters Score -2.242651e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133175 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -22426864.000000 Penalty: 5945.436035
	Iteration 39Q: 3 clusters Score -2.242686e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134770 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -22427260.000000 Penalty: 5945.436035
	Iteration 40F: 3 clusters Score -2.242726e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136326 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -22427498.000000 Penalty: 5945.436035
	Iteration 41Q: 3 clusters Score -2.24275e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137826 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -22427864.000000 Penalty: 5945.436035
	Iteration 42Q: 3 clusters Score -2.242786e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139254 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -22428278.000000 Penalty: 5945.436035
	Iteration 43Q: 3 clusters Score -2.242828e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140576 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -22428686.000000 Penalty: 5945.436035
	Iteration 44Q: 3 clusters Score -2.242869e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141828 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -22428868.000000 Penalty: 5945.436035
	Iteration 45Q: 3 clusters Score -2.242887e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142951 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -22429104.000000 Penalty: 5945.436035
	Iteration 46Q: 3 clusters Score -2.24291e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144020 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -22429280.000000 Penalty: 5945.436035
	Iteration 47Q: 3 clusters Score -2.242928e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145025 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -22429436.000000 Penalty: 5945.436035
	Iteration 48Q: 3 clusters Score -2.242944e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145974 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -22429524.000000 Penalty: 5945.436035
	Iteration 49Q: 3 clusters Score -2.242952e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146841 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -22429724.000000 Penalty: 5945.436035
	Iteration 50Q: 3 clusters Score -2.242972e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147725 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -22429944.000000 Penalty: 5945.436035
	Iteration 51Q: 3 clusters Score -2.242994e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148547 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -22430092.000000 Penalty: 5945.436035
	Iteration 52Q: 3 clusters Score -2.243009e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149283 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -22430270.000000 Penalty: 5945.436035
	Iteration 53Q: 3 clusters Score -2.243027e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149995 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -22430444.000000 Penalty: 5945.436035
	Iteration 54Q: 3 clusters Score -2.243044e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150592 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -22430554.000000 Penalty: 5945.436035
	Iteration 55Q: 3 clusters Score -2.243055e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151129 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -22430660.000000 Penalty: 5945.436035
	Iteration 56Q: 3 clusters Score -2.243066e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151634 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -22430776.000000 Penalty: 5945.436035
	Iteration 57Q: 3 clusters Score -2.243078e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152075 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -22430834.000000 Penalty: 5945.436035
	Iteration 58Q: 3 clusters Score -2.243083e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152440 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -22430902.000000 Penalty: 5945.436035
	Iteration 59Q: 3 clusters Score -2.24309e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152772 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -22430924.000000 Penalty: 5945.436035
	Iteration 60F: 3 clusters Score -2.243092e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153054 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -22430980.000000 Penalty: 5945.436035
	Iteration 61Q: 3 clusters Score -2.243098e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153317 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -22430950.000000 Penalty: 5945.436035
	Iteration 62Q: 3 clusters Score -2.243095e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153557 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -22430956.000000 Penalty: 5945.436035
	Iteration 63Q: 3 clusters Score -2.243096e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153783 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -22430992.000000 Penalty: 5945.436035
	Iteration 64Q: 3 clusters Score -2.243099e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153992 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -22431056.000000 Penalty: 5945.436035
	Iteration 65Q: 3 clusters Score -2.243106e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154192 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -22431074.000000 Penalty: 5945.436035
	Iteration 66Q: 3 clusters Score -2.243107e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154388 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -22431036.000000 Penalty: 5945.436035
	Iteration 67Q: 3 clusters Score -2.243104e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154569 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -22431100.000000 Penalty: 5945.436035
	Iteration 68Q: 3 clusters Score -2.24311e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154750 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -22431118.000000 Penalty: 5945.436035
	Iteration 69Q: 3 clusters Score -2.243112e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154913 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -22431130.000000 Penalty: 5945.436035
	Iteration 70Q: 3 clusters Score -2.243113e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155071 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -22431166.000000 Penalty: 5945.436035
	Iteration 71Q: 3 clusters Score -2.243117e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155209 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -22431184.000000 Penalty: 5945.436035
	Iteration 72Q: 3 clusters Score -2.243118e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155325 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -22431226.000000 Penalty: 5945.436035
	Iteration 73Q: 3 clusters Score -2.243123e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155442 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -22431192.000000 Penalty: 5945.436035
	Iteration 74Q: 3 clusters Score -2.243119e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155536 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -22431194.000000 Penalty: 5945.436035
	Iteration 75Q: 3 clusters Score -2.243119e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155612 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -22431196.000000 Penalty: 5945.436035
	Iteration 76Q: 3 clusters Score -2.24312e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155684 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -22431196.000000 Penalty: 5945.436035
	Iteration 77Q: 3 clusters Score -2.24312e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155754 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -22431182.000000 Penalty: 5945.436035
	Iteration 78Q: 3 clusters Score -2.243118e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155821 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -22431212.000000 Penalty: 5945.436035
	Iteration 79Q: 3 clusters Score -2.243121e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155882 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -22431204.000000 Penalty: 5945.436035
	Iteration 80F: 3 clusters Score -2.24312e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155935 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -22431204.000000 Penalty: 5945.436035
	Iteration 81Q: 3 clusters Score -2.24312e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155986 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -22431220.000000 Penalty: 5945.436035
	Iteration 82Q: 3 clusters Score -2.243122e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156035 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -22431226.000000 Penalty: 5945.436035
	Iteration 83Q: 3 clusters Score -2.243123e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156079 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -22431192.000000 Penalty: 5945.436035
	Iteration 84Q: 3 clusters Score -2.243119e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156110 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -22431164.000000 Penalty: 5945.436035
	Iteration 85Q: 3 clusters Score -2.243116e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156151 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -22431164.000000 Penalty: 5945.436035
	Iteration 86Q: 3 clusters Score -2.243116e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156189 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -22431186.000000 Penalty: 5945.436035
	Iteration 87Q: 3 clusters Score -2.243119e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156222 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -22431176.000000 Penalty: 5945.436035
	Iteration 88Q: 3 clusters Score -2.243118e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156251 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -22431190.000000 Penalty: 5945.436035
	Iteration 89Q: 3 clusters Score -2.243119e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156285 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -22431166.000000 Penalty: 5945.436035
	Iteration 90Q: 3 clusters Score -2.243117e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156307 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -22431142.000000 Penalty: 5945.436035
	Iteration 91Q: 3 clusters Score -2.243114e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156339 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -22431154.000000 Penalty: 5945.436035
	Iteration 92Q: 3 clusters Score -2.243115e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156367 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -22431176.000000 Penalty: 5945.436035
	Iteration 93Q: 3 clusters Score -2.243118e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156399 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -22431174.000000 Penalty: 5945.436035
	Iteration 94Q: 3 clusters Score -2.243117e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156425 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -22431146.000000 Penalty: 5945.436035
	Iteration 95Q: 3 clusters Score -2.243115e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156447 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -22431156.000000 Penalty: 5945.436035
	Iteration 96Q: 3 clusters Score -2.243116e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156479 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -22431142.000000 Penalty: 5945.436035
	Iteration 97Q: 3 clusters Score -2.243114e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156519 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -22431160.000000 Penalty: 5945.436035
	Iteration 98Q: 3 clusters Score -2.243116e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156561 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -22431164.000000 Penalty: 5945.436035
	Iteration 99Q: 3 clusters Score -2.243116e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156601 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -22431158.000000 Penalty: 5945.436035
	Iteration 100F: 3 clusters Score -2.243116e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156636 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -22431156.000000 Penalty: 5945.436035
	Iteration 101Q: 3 clusters Score -2.243116e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156670 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -22431160.000000 Penalty: 5945.436035
	Iteration 102Q: 3 clusters Score -2.243116e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156700 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -22431158.000000 Penalty: 5945.436035
	Iteration 103Q: 3 clusters Score -2.243116e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156721 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -22431150.000000 Penalty: 5945.436035
	Iteration 104Q: 3 clusters Score -2.243115e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156735 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -22431142.000000 Penalty: 5945.436035
	Iteration 105Q: 3 clusters Score -2.243114e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156745 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -22431128.000000 Penalty: 5945.436035
	Iteration 106Q: 3 clusters Score -2.243113e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156757 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -22431108.000000 Penalty: 5945.436035
	Iteration 107Q: 3 clusters Score -2.243111e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156767 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -22431114.000000 Penalty: 5945.436035
	Iteration 108Q: 3 clusters Score -2.243111e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156778 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -22431092.000000 Penalty: 5945.436035
	Iteration 109Q: 3 clusters Score -2.243109e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156787 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -22431100.000000 Penalty: 5945.436035
	Iteration 110Q: 3 clusters Score -2.24311e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156796 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -22431090.000000 Penalty: 5945.436035
	Iteration 111Q: 3 clusters Score -2.243109e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156802 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -22431082.000000 Penalty: 5945.436035
	Iteration 112Q: 3 clusters Score -2.243108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156806 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -22431096.000000 Penalty: 5945.436035
	Iteration 113Q: 3 clusters Score -2.24311e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156813 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -22431098.000000 Penalty: 5945.436035
	Iteration 114Q: 3 clusters Score -2.24311e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156823 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -22431096.000000 Penalty: 5945.436035
	Iteration 115Q: 3 clusters Score -2.24311e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156833 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -22431106.000000 Penalty: 5945.436035
	Iteration 116Q: 3 clusters Score -2.243111e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156847 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -22431092.000000 Penalty: 5945.436035
	Iteration 117Q: 3 clusters Score -2.243109e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156864 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -22431088.000000 Penalty: 5945.436035
	Iteration 118Q: 3 clusters Score -2.243109e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156879 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -22431102.000000 Penalty: 5945.436035
	Iteration 119Q: 3 clusters Score -2.24311e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156906 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -22431098.000000 Penalty: 5945.436035
	Iteration 120F: 3 clusters Score -2.24311e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156929 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -22431072.000000 Penalty: 5945.436035
	Iteration 121Q: 3 clusters Score -2.243107e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156955 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -22431068.000000 Penalty: 5945.436035
	Iteration 122Q: 3 clusters Score -2.243107e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156977 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -22431072.000000 Penalty: 5945.436035
	Iteration 123Q: 3 clusters Score -2.243107e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157002 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -22431058.000000 Penalty: 5945.436035
	Iteration 124Q: 3 clusters Score -2.243106e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157032 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -22431048.000000 Penalty: 5945.436035
	Iteration 125Q: 3 clusters Score -2.243105e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157060 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -22431088.000000 Penalty: 5945.436035
	Iteration 126Q: 3 clusters Score -2.243109e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157083 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -22431098.000000 Penalty: 5945.436035
	Iteration 127Q: 3 clusters Score -2.24311e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157110 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -22431102.000000 Penalty: 5945.436035
	Iteration 128Q: 3 clusters Score -2.24311e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157127 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -22431100.000000 Penalty: 5945.436035
	Iteration 129Q: 3 clusters Score -2.24311e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157145 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -22431090.000000 Penalty: 5945.436035
	Iteration 130Q: 3 clusters Score -2.243109e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157160 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -22431136.000000 Penalty: 5945.436035
	Iteration 131Q: 3 clusters Score -2.243114e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157177 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -22431122.000000 Penalty: 5945.436035
	Iteration 132Q: 3 clusters Score -2.243112e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157197 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -22431128.000000 Penalty: 5945.436035
	Iteration 133Q: 3 clusters Score -2.243113e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157215 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -22431136.000000 Penalty: 5945.436035
	Iteration 134Q: 3 clusters Score -2.243114e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157229 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -22431128.000000 Penalty: 5945.436035
	Iteration 135Q: 3 clusters Score -2.243113e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157244 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -22431126.000000 Penalty: 5945.436035
	Iteration 136Q: 3 clusters Score -2.243113e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157259 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -22431122.000000 Penalty: 5945.436035
	Iteration 137Q: 3 clusters Score -2.243112e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157276 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -22431124.000000 Penalty: 5945.436035
	Iteration 138Q: 3 clusters Score -2.243112e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157298 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -22431140.000000 Penalty: 5945.436035
	Iteration 139Q: 3 clusters Score -2.243114e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157311 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -22431140.000000 Penalty: 5945.436035
	Iteration 140F: 3 clusters Score -2.243114e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157322 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -22431132.000000 Penalty: 5945.436035
	Iteration 141Q: 3 clusters Score -2.243113e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157334 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -22431142.000000 Penalty: 5945.436035
	Iteration 142Q: 3 clusters Score -2.243114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157339 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -22431132.000000 Penalty: 5945.436035
	Iteration 143Q: 3 clusters Score -2.243113e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157344 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -22431138.000000 Penalty: 5945.436035
	Iteration 144Q: 3 clusters Score -2.243114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157349 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -22431148.000000 Penalty: 5945.436035
	Iteration 145Q: 3 clusters Score -2.243115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157354 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -22431150.000000 Penalty: 5945.436035
	Iteration 146Q: 3 clusters Score -2.243115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157358 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -22431144.000000 Penalty: 5945.436035
	Iteration 147Q: 3 clusters Score -2.243114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157362 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -22431152.000000 Penalty: 5945.436035
	Iteration 148Q: 3 clusters Score -2.243115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157367 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -22431152.000000 Penalty: 5945.436035
	Iteration 149Q: 3 clusters Score -2.243115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157370 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -22431156.000000 Penalty: 5945.436035
	Iteration 150Q: 3 clusters Score -2.243116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157371 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -22431158.000000 Penalty: 5945.436035
	Iteration 151Q: 3 clusters Score -2.243116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157374 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -22431156.000000 Penalty: 5945.436035
	Iteration 152Q: 3 clusters Score -2.243116e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157379 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -22431158.000000 Penalty: 5945.436035
	Iteration 153Q: 3 clusters Score -2.243116e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157384 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -22431152.000000 Penalty: 5945.436035
	Iteration 154Q: 3 clusters Score -2.243115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157387 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -22431156.000000 Penalty: 5945.436035
	Iteration 155Q: 3 clusters Score -2.243116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157390 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -22431170.000000 Penalty: 5945.436035
	Iteration 156Q: 3 clusters Score -2.243117e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157390 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -22431170.000000 Penalty: 5945.436035
	Iteration 157F: 3 clusters Score -2.243117e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Entering Unmasked Estep 
Score: -81615.492188 Penalty: 1607.051025
	Iteration 0F: 2 clusters Score -81615.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -80035.101562 Penalty: 3214.102051
	Iteration 0F: 3 clusters Score -80035.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -80459.031250 Penalty: 3214.102051
	Iteration 1F: 3 clusters Score -80459.03 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -80692.992188 Penalty: 3214.102051
	Iteration 2F: 3 clusters Score -80692.99 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -80849.359375 Penalty: 3214.102051
	Iteration 3F: 3 clusters Score -80849.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -80984.453125 Penalty: 3214.102051
	Iteration 4Q: 3 clusters Score -80984.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -81146.937500 Penalty: 3214.102051
	Iteration 5F: 3 clusters Score -81146.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -81276.257812 Penalty: 3214.102051
	Iteration 6Q: 3 clusters Score -81276.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -81327.492188 Penalty: 3214.102051
	Iteration 7Q: 3 clusters Score -81327.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -81348.015625 Penalty: 3214.102051
	Iteration 8Q: 3 clusters Score -81348.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -81360.679688 Penalty: 3214.102051
	Iteration 9Q: 3 clusters Score -81360.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -81371.812500 Penalty: 3214.102051
	Iteration 10Q: 3 clusters Score -81371.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -81378.000000 Penalty: 3214.102051
	Iteration 11Q: 3 clusters Score -81378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -81378.609375 Penalty: 3214.102051
	Iteration 12Q: 3 clusters Score -81378.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -81378.609375 Penalty: 3214.102051
	Iteration 13F: 3 clusters Score -81378.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Entering Unmasked Estep 
Score: -1092634.125000 Penalty: 2231.200439
	Iteration 0F: 2 clusters Score -1092634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1086187.875000 Penalty: 4462.400879
	Iteration 0F: 3 clusters Score -1086188 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1088005.250000 Penalty: 4462.400879
	Iteration 1F: 3 clusters Score -1088005 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1088363.375000 Penalty: 4462.400879
	Iteration 2F: 3 clusters Score -1088363 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1088680.625000 Penalty: 4462.400879
	Iteration 3F: 3 clusters Score -1088681 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1089043.250000 Penalty: 4462.400879
	Iteration 4F: 3 clusters Score -1089043 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1089392.500000 Penalty: 4462.400879
	Iteration 5F: 3 clusters Score -1089392 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1089732.625000 Penalty: 4462.400879
	Iteration 6Q: 3 clusters Score -1089733 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1090009.375000 Penalty: 4462.400879
	Iteration 7Q: 3 clusters Score -1090009 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1090206.000000 Penalty: 4462.400879
	Iteration 8Q: 3 clusters Score -1090206 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1090372.000000 Penalty: 4462.400879
	Iteration 9Q: 3 clusters Score -1090372 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1090498.625000 Penalty: 4462.400879
	Iteration 10Q: 3 clusters Score -1090499 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1090604.875000 Penalty: 4462.400879
	Iteration 11Q: 3 clusters Score -1090605 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1090693.875000 Penalty: 4462.400879
	Iteration 12Q: 3 clusters Score -1090694 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1090759.500000 Penalty: 4462.400879
	Iteration 13Q: 3 clusters Score -1090760 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1090806.500000 Penalty: 4462.400879
	Iteration 14Q: 3 clusters Score -1090806 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1090834.625000 Penalty: 4462.400879
	Iteration 15Q: 3 clusters Score -1090835 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1090860.500000 Penalty: 4462.400879
	Iteration 16Q: 3 clusters Score -1090860 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1090874.750000 Penalty: 4462.400879
	Iteration 17Q: 3 clusters Score -1090875 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1090892.875000 Penalty: 4462.400879
	Iteration 18Q: 3 clusters Score -1090893 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1090913.250000 Penalty: 4462.400879
	Iteration 19Q: 3 clusters Score -1090913 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1090934.125000 Penalty: 4462.400879
	Iteration 20F: 3 clusters Score -1090934 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1090955.875000 Penalty: 4462.400879
	Iteration 21Q: 3 clusters Score -1090956 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1090982.875000 Penalty: 4462.400879
	Iteration 22Q: 3 clusters Score -1090983 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1091013.500000 Penalty: 4462.400879
	Iteration 23Q: 3 clusters Score -1091014 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1091049.250000 Penalty: 4462.400879
	Iteration 24Q: 3 clusters Score -1091049 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1091082.875000 Penalty: 4462.400879
	Iteration 25Q: 3 clusters Score -1091083 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1091122.375000 Penalty: 4462.400879
	Iteration 26Q: 3 clusters Score -1091122 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1091164.875000 Penalty: 4462.400879
	Iteration 27Q: 3 clusters Score -1091165 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1091210.000000 Penalty: 4462.400879
	Iteration 28Q: 3 clusters Score -1091210 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1091251.125000 Penalty: 4462.400879
	Iteration 29Q: 3 clusters Score -1091251 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1091283.875000 Penalty: 4462.400879
	Iteration 30Q: 3 clusters Score -1091284 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1091305.500000 Penalty: 4462.400879
	Iteration 31Q: 3 clusters Score -1091306 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1091320.625000 Penalty: 4462.400879
	Iteration 32Q: 3 clusters Score -1091321 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1091331.625000 Penalty: 4462.400879
	Iteration 33Q: 3 clusters Score -1091332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1091337.625000 Penalty: 4462.400879
	Iteration 34Q: 3 clusters Score -1091338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1091343.250000 Penalty: 4462.400879
	Iteration 35Q: 3 clusters Score -1091343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1091348.000000 Penalty: 4462.400879
	Iteration 36Q: 3 clusters Score -1091348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1091356.250000 Penalty: 4462.400879
	Iteration 37Q: 3 clusters Score -1091356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1091361.125000 Penalty: 4462.400879
	Iteration 38Q: 3 clusters Score -1091361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1091363.875000 Penalty: 4462.400879
	Iteration 39Q: 3 clusters Score -1091364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1091364.500000 Penalty: 4462.400879
	Iteration 40F: 3 clusters Score -1091364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1091367.875000 Penalty: 4462.400879
	Iteration 41Q: 3 clusters Score -1091368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1091370.375000 Penalty: 4462.400879
	Iteration 42Q: 3 clusters Score -1091370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1091370.750000 Penalty: 4462.400879
	Iteration 43Q: 3 clusters Score -1091371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1091370.500000 Penalty: 4462.400879
	Iteration 44Q: 3 clusters Score -1091370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1091370.500000 Penalty: 4462.400879
	Iteration 45F: 3 clusters Score -1091370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (67793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67793 members 
Entering Unmasked Estep 
Score: -9539881.000000 Penalty: 2758.805176
	Iteration 0F: 2 clusters Score -9539881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33890 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -9494508.000000 Penalty: 5517.610352
	Iteration 0F: 3 clusters Score -9494508 nChanged 31575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -9512279.000000 Penalty: 5517.610352
	Iteration 1F: 3 clusters Score -9512279 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33811 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -9512890.000000 Penalty: 5517.610352
	Iteration 2Q: 3 clusters Score -9512890 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -9513618.000000 Penalty: 5517.610352
	Iteration 3Q: 3 clusters Score -9513618 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33276 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -9514470.000000 Penalty: 5517.610352
	Iteration 4Q: 3 clusters Score -9514470 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -9515767.000000 Penalty: 5517.610352
	Iteration 5Q: 3 clusters Score -9515767 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -9517185.000000 Penalty: 5517.610352
	Iteration 6Q: 3 clusters Score -9517185 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 36935 members 
Entering Unmasked Estep 
Score: -9518800.000000 Penalty: 5517.610352
	Iteration 7Q: 3 clusters Score -9518800 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -9520741.000000 Penalty: 5517.610352
	Iteration 8F: 3 clusters Score -9520741 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 39561 members 
Entering Unmasked Estep 
Score: -9522571.000000 Penalty: 5517.610352
	Iteration 9F: 3 clusters Score -9522571 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
Score: -9524235.000000 Penalty: 5517.610352
	Iteration 10Q: 3 clusters Score -9524235 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
Score: -9525652.000000 Penalty: 5517.610352
	Iteration 11Q: 3 clusters Score -9525652 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 43219 members 
Entering Unmasked Estep 
Score: -9526673.000000 Penalty: 5517.610352
	Iteration 12Q: 3 clusters Score -9526673 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 44184 members 
Entering Unmasked Estep 
Score: -9527396.000000 Penalty: 5517.610352
	Iteration 13Q: 3 clusters Score -9527396 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 45104 members 
Entering Unmasked Estep 
Score: -9528025.000000 Penalty: 5517.610352
	Iteration 14Q: 3 clusters Score -9528025 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 45997 members 
Entering Unmasked Estep 
Score: -9528497.000000 Penalty: 5517.610352
	Iteration 15Q: 3 clusters Score -9528497 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 46905 members 
Entering Unmasked Estep 
Score: -9528892.000000 Penalty: 5517.610352
	Iteration 16Q: 3 clusters Score -9528892 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 47784 members 
Entering Unmasked Estep 
Score: -9529147.000000 Penalty: 5517.610352
	Iteration 17Q: 3 clusters Score -9529147 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 48661 members 
Entering Unmasked Estep 
Score: -9529486.000000 Penalty: 5517.610352
	Iteration 18Q: 3 clusters Score -9529486 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 49580 members 
Entering Unmasked Estep 
Score: -9529809.000000 Penalty: 5517.610352
	Iteration 19Q: 3 clusters Score -9529809 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 50526 members 
Entering Unmasked Estep 
Score: -9530151.000000 Penalty: 5517.610352
	Iteration 20F: 3 clusters Score -9530151 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 51531 members 
Entering Unmasked Estep 
Score: -9530525.000000 Penalty: 5517.610352
	Iteration 21Q: 3 clusters Score -9530525 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 52556 members 
Entering Unmasked Estep 
Score: -9530887.000000 Penalty: 5517.610352
	Iteration 22Q: 3 clusters Score -9530887 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 53671 members 
Entering Unmasked Estep 
Score: -9531295.000000 Penalty: 5517.610352
	Iteration 23Q: 3 clusters Score -9531295 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 54891 members 
Entering Unmasked Estep 
Score: -9531843.000000 Penalty: 5517.610352
	Iteration 24Q: 3 clusters Score -9531843 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 56135 members 
Entering Unmasked Estep 
Score: -9532318.000000 Penalty: 5517.610352
	Iteration 25Q: 3 clusters Score -9532318 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 57397 members 
Entering Unmasked Estep 
Score: -9532916.000000 Penalty: 5517.610352
	Iteration 26Q: 3 clusters Score -9532916 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 58673 members 
Entering Unmasked Estep 
Score: -9533563.000000 Penalty: 5517.610352
	Iteration 27Q: 3 clusters Score -9533563 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 59911 members 
Entering Unmasked Estep 
Score: -9534200.000000 Penalty: 5517.610352
	Iteration 28Q: 3 clusters Score -9534200 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 61127 members 
Entering Unmasked Estep 
Score: -9534837.000000 Penalty: 5517.610352
	Iteration 29Q: 3 clusters Score -9534837 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 62272 members 
Entering Unmasked Estep 
Score: -9535496.000000 Penalty: 5517.610352
	Iteration 30Q: 3 clusters Score -9535496 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 63274 members 
Entering Unmasked Estep 
Score: -9536078.000000 Penalty: 5517.610352
	Iteration 31Q: 3 clusters Score -9536078 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 64109 members 
Entering Unmasked Estep 
Score: -9536570.000000 Penalty: 5517.610352
	Iteration 32Q: 3 clusters Score -9536570 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 64826 members 
Entering Unmasked Estep 
Score: -9536974.000000 Penalty: 5517.610352
	Iteration 33Q: 3 clusters Score -9536974 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 65374 members 
Entering Unmasked Estep 
Score: -9537306.000000 Penalty: 5517.610352
	Iteration 34Q: 3 clusters Score -9537306 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 65793 members 
Entering Unmasked Estep 
Score: -9537548.000000 Penalty: 5517.610352
	Iteration 35Q: 3 clusters Score -9537548 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 66080 members 
Entering Unmasked Estep 
Score: -9537728.000000 Penalty: 5517.610352
	Iteration 36Q: 3 clusters Score -9537728 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 66279 members 
Entering Unmasked Estep 
Score: -9537807.000000 Penalty: 5517.610352
	Iteration 37Q: 3 clusters Score -9537807 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 66409 members 
Entering Unmasked Estep 
Score: -9537872.000000 Penalty: 5517.610352
	Iteration 38Q: 3 clusters Score -9537872 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 66511 members 
Entering Unmasked Estep 
Score: -9537907.000000 Penalty: 5517.610352
	Iteration 39Q: 3 clusters Score -9537907 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 66594 members 
Entering Unmasked Estep 
Score: -9537968.000000 Penalty: 5517.610352
	Iteration 40F: 3 clusters Score -9537968 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 66661 members 
Entering Unmasked Estep 
Score: -9538018.000000 Penalty: 5517.610352
	Iteration 41Q: 3 clusters Score -9538018 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 66704 members 
Entering Unmasked Estep 
Score: -9538039.000000 Penalty: 5517.610352
	Iteration 42Q: 3 clusters Score -9538039 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 66739 members 
Entering Unmasked Estep 
Score: -9538056.000000 Penalty: 5517.610352
	Iteration 43Q: 3 clusters Score -9538056 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 66759 members 
Entering Unmasked Estep 
Score: -9538074.000000 Penalty: 5517.610352
	Iteration 44Q: 3 clusters Score -9538074 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 66782 members 
Entering Unmasked Estep 
Score: -9538087.000000 Penalty: 5517.610352
	Iteration 45Q: 3 clusters Score -9538087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 66794 members 
Entering Unmasked Estep 
Score: -9538098.000000 Penalty: 5517.610352
	Iteration 46Q: 3 clusters Score -9538098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 66801 members 
Entering Unmasked Estep 
Score: -9538099.000000 Penalty: 5517.610352
	Iteration 47Q: 3 clusters Score -9538099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 66806 members 
Entering Unmasked Estep 
Score: -9538101.000000 Penalty: 5517.610352
	Iteration 48Q: 3 clusters Score -9538101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 66811 members 
Entering Unmasked Estep 
Score: -9538114.000000 Penalty: 5517.610352
	Iteration 49Q: 3 clusters Score -9538114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 66815 members 
Entering Unmasked Estep 
Score: -9538122.000000 Penalty: 5517.610352
	Iteration 50Q: 3 clusters Score -9538122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 66815 members 
Entering Unmasked Estep 
Score: -9538125.000000 Penalty: 5517.610352
	Iteration 51Q: 3 clusters Score -9538125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 66818 members 
Entering Unmasked Estep 
Score: -9538129.000000 Penalty: 5517.610352
	Iteration 52Q: 3 clusters Score -9538129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 66819 members 
Entering Unmasked Estep 
Score: -9538129.000000 Penalty: 5517.610352
	Iteration 53Q: 3 clusters Score -9538129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 66820 members 
Entering Unmasked Estep 
Score: -9538128.000000 Penalty: 5517.610352
	Iteration 54Q: 3 clusters Score -9538128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 66820 members 
Entering Unmasked Estep 
Score: -9538128.000000 Penalty: 5517.610352
	Iteration 55F: 3 clusters Score -9538128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (134122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134122 members 
Entering Unmasked Estep 
Score: -18981476.000000 Penalty: 2928.013184
	Iteration 0F: 2 clusters Score -1.898148e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67086 members 
Mstep: Class 2 contains 67036 members 
Entering Unmasked Estep 
Score: -18896954.000000 Penalty: 5856.026367
	Iteration 0F: 3 clusters Score -1.889695e+07 nChanged 63640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67360 members 
Mstep: Class 2 contains 66762 members 
Entering Unmasked Estep 
Score: -18933554.000000 Penalty: 5856.026367
	Iteration 1F: 3 clusters Score -1.893355e+07 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67679 members 
Mstep: Class 2 contains 66443 members 
Entering Unmasked Estep 
Score: -18934586.000000 Penalty: 5856.026367
	Iteration 2Q: 3 clusters Score -1.893459e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68290 members 
Mstep: Class 2 contains 65832 members 
Entering Unmasked Estep 
Score: -18935754.000000 Penalty: 5856.026367
	Iteration 3Q: 3 clusters Score -1.893575e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69354 members 
Mstep: Class 2 contains 64768 members 
Entering Unmasked Estep 
Score: -18937330.000000 Penalty: 5856.026367
	Iteration 4Q: 3 clusters Score -1.893733e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71034 members 
Mstep: Class 2 contains 63088 members 
Entering Unmasked Estep 
Score: -18939348.000000 Penalty: 5856.026367
	Iteration 5Q: 3 clusters Score -1.893935e+07 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73649 members 
Mstep: Class 2 contains 60473 members 
Entering Unmasked Estep 
Score: -18942146.000000 Penalty: 5856.026367
	Iteration 6Q: 3 clusters Score -1.894215e+07 nChanged 7479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77356 members 
Mstep: Class 2 contains 56766 members 
Entering Unmasked Estep 
Score: -18946684.000000 Penalty: 5856.026367
	Iteration 7F: 3 clusters Score -1.894668e+07 nChanged 8539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81887 members 
Mstep: Class 2 contains 52235 members 
Entering Unmasked Estep 
Score: -18953046.000000 Penalty: 5856.026367
	Iteration 8F: 3 clusters Score -1.895305e+07 nChanged 8934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86519 members 
Mstep: Class 2 contains 47603 members 
Entering Unmasked Estep 
Score: -18959988.000000 Penalty: 5856.026367
	Iteration 9F: 3 clusters Score -1.895999e+07 nChanged 7888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90175 members 
Mstep: Class 2 contains 43947 members 
Entering Unmasked Estep 
Score: -18965046.000000 Penalty: 5856.026367
	Iteration 10F: 3 clusters Score -1.896505e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92929 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -18967230.000000 Penalty: 5856.026367
	Iteration 11Q: 3 clusters Score -1.896723e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95485 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -18968184.000000 Penalty: 5856.026367
	Iteration 12Q: 3 clusters Score -1.896818e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98105 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -18969034.000000 Penalty: 5856.026367
	Iteration 13Q: 3 clusters Score -1.896903e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100851 members 
Mstep: Class 2 contains 33271 members 
Entering Unmasked Estep 
Score: -18969874.000000 Penalty: 5856.026367
	Iteration 14Q: 3 clusters Score -1.896987e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103700 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -18970718.000000 Penalty: 5856.026367
	Iteration 15Q: 3 clusters Score -1.897072e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106656 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -18971762.000000 Penalty: 5856.026367
	Iteration 16Q: 3 clusters Score -1.897176e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109568 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -18972674.000000 Penalty: 5856.026367
	Iteration 17Q: 3 clusters Score -1.897267e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112357 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -18973492.000000 Penalty: 5856.026367
	Iteration 18Q: 3 clusters Score -1.897349e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115074 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -18974510.000000 Penalty: 5856.026367
	Iteration 19Q: 3 clusters Score -1.897451e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117644 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -18975494.000000 Penalty: 5856.026367
	Iteration 20F: 3 clusters Score -1.897549e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120067 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -18976388.000000 Penalty: 5856.026367
	Iteration 21Q: 3 clusters Score -1.897639e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122225 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -18977162.000000 Penalty: 5856.026367
	Iteration 22Q: 3 clusters Score -1.897716e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124086 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -18977850.000000 Penalty: 5856.026367
	Iteration 23Q: 3 clusters Score -1.897785e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125751 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -18978414.000000 Penalty: 5856.026367
	Iteration 24Q: 3 clusters Score -1.897841e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127146 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -18978944.000000 Penalty: 5856.026367
	Iteration 25Q: 3 clusters Score -1.897894e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128323 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -18979354.000000 Penalty: 5856.026367
	Iteration 26Q: 3 clusters Score -1.897935e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129203 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -18979630.000000 Penalty: 5856.026367
	Iteration 27Q: 3 clusters Score -1.897963e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129876 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -18979862.000000 Penalty: 5856.026367
	Iteration 28Q: 3 clusters Score -1.897986e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130436 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -18980066.000000 Penalty: 5856.026367
	Iteration 29Q: 3 clusters Score -1.898007e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130876 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -18980234.000000 Penalty: 5856.026367
	Iteration 30Q: 3 clusters Score -1.898023e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131190 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -18980288.000000 Penalty: 5856.026367
	Iteration 31Q: 3 clusters Score -1.898029e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131436 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -18980350.000000 Penalty: 5856.026367
	Iteration 32Q: 3 clusters Score -1.898035e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131659 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -18980402.000000 Penalty: 5856.026367
	Iteration 33Q: 3 clusters Score -1.89804e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131804 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -18980426.000000 Penalty: 5856.026367
	Iteration 34Q: 3 clusters Score -1.898043e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131904 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -18980404.000000 Penalty: 5856.026367
	Iteration 35Q: 3 clusters Score -1.89804e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131988 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -18980414.000000 Penalty: 5856.026367
	Iteration 36Q: 3 clusters Score -1.898041e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132062 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -18980406.000000 Penalty: 5856.026367
	Iteration 37Q: 3 clusters Score -1.898041e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132117 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -18980410.000000 Penalty: 5856.026367
	Iteration 38Q: 3 clusters Score -1.898041e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132165 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -18980432.000000 Penalty: 5856.026367
	Iteration 39Q: 3 clusters Score -1.898043e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132203 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -18980404.000000 Penalty: 5856.026367
	Iteration 40F: 3 clusters Score -1.89804e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132231 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -18980370.000000 Penalty: 5856.026367
	Iteration 41Q: 3 clusters Score -1.898037e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132254 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -18980364.000000 Penalty: 5856.026367
	Iteration 42Q: 3 clusters Score -1.898036e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132281 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -18980370.000000 Penalty: 5856.026367
	Iteration 43Q: 3 clusters Score -1.898037e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132297 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -18980380.000000 Penalty: 5856.026367
	Iteration 44Q: 3 clusters Score -1.898038e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132317 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -18980382.000000 Penalty: 5856.026367
	Iteration 45Q: 3 clusters Score -1.898038e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132335 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -18980392.000000 Penalty: 5856.026367
	Iteration 46Q: 3 clusters Score -1.898039e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132351 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -18980386.000000 Penalty: 5856.026367
	Iteration 47Q: 3 clusters Score -1.898039e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132369 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -18980402.000000 Penalty: 5856.026367
	Iteration 48Q: 3 clusters Score -1.89804e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132383 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -18980404.000000 Penalty: 5856.026367
	Iteration 49Q: 3 clusters Score -1.89804e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132397 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -18980392.000000 Penalty: 5856.026367
	Iteration 50Q: 3 clusters Score -1.898039e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132412 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -18980398.000000 Penalty: 5856.026367
	Iteration 51Q: 3 clusters Score -1.89804e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132430 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -18980380.000000 Penalty: 5856.026367
	Iteration 52Q: 3 clusters Score -1.898038e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132440 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -18980380.000000 Penalty: 5856.026367
	Iteration 53Q: 3 clusters Score -1.898038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132444 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -18980374.000000 Penalty: 5856.026367
	Iteration 54Q: 3 clusters Score -1.898037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132449 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -18980376.000000 Penalty: 5856.026367
	Iteration 55Q: 3 clusters Score -1.898038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132450 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -18980380.000000 Penalty: 5856.026367
	Iteration 56Q: 3 clusters Score -1.898038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132450 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -18980380.000000 Penalty: 5856.026367
	Iteration 57F: 3 clusters Score -1.898038e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Entering Unmasked Estep 
Score: -4756095.000000 Penalty: 2594.246582
	Iteration 0F: 2 clusters Score -4756095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -4732473.500000 Penalty: 5188.493164
	Iteration 0F: 3 clusters Score -4732474 nChanged 15790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -4741267.000000 Penalty: 5188.493164
	Iteration 1F: 3 clusters Score -4741267 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -4742435.500000 Penalty: 5188.493164
	Iteration 2F: 3 clusters Score -4742436 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -4744116.000000 Penalty: 5188.493164
	Iteration 3F: 3 clusters Score -4744116 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -4746283.500000 Penalty: 5188.493164
	Iteration 4F: 3 clusters Score -4746284 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -4748872.000000 Penalty: 5188.493164
	Iteration 5F: 3 clusters Score -4748872 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -4751331.000000 Penalty: 5188.493164
	Iteration 6F: 3 clusters Score -4751331 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -4753145.500000 Penalty: 5188.493164
	Iteration 7F: 3 clusters Score -4753146 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -4754324.000000 Penalty: 5188.493164
	Iteration 8Q: 3 clusters Score -4754324 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -4755111.000000 Penalty: 5188.493164
	Iteration 9Q: 3 clusters Score -4755111 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -4755671.500000 Penalty: 5188.493164
	Iteration 10Q: 3 clusters Score -4755672 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -4756119.500000 Penalty: 5188.493164
	Iteration 11Q: 3 clusters Score -4756120 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -4756510.500000 Penalty: 5188.493164
	Iteration 12Q: 3 clusters Score -4756510 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -4756746.500000 Penalty: 5188.493164
	Iteration 13Q: 3 clusters Score -4756746 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -4756866.000000 Penalty: 5188.493164
	Iteration 14Q: 3 clusters Score -4756866 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -4756934.500000 Penalty: 5188.493164
	Iteration 15Q: 3 clusters Score -4756934 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -4756960.000000 Penalty: 5188.493164
	Iteration 16Q: 3 clusters Score -4756960 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -4756965.000000 Penalty: 5188.493164
	Iteration 17Q: 3 clusters Score -4756965 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -4756987.500000 Penalty: 5188.493164
	Iteration 18Q: 3 clusters Score -4756988 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
Score: -4757000.000000 Penalty: 5188.493164
	Iteration 19Q: 3 clusters Score -4757000 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -4757006.000000 Penalty: 5188.493164
	Iteration 20F: 3 clusters Score -4757006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -4757008.500000 Penalty: 5188.493164
	Iteration 21Q: 3 clusters Score -4757008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -4757012.500000 Penalty: 5188.493164
	Iteration 22Q: 3 clusters Score -4757012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -4757011.000000 Penalty: 5188.493164
	Iteration 23Q: 3 clusters Score -4757011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -4757013.000000 Penalty: 5188.493164
	Iteration 24Q: 3 clusters Score -4757013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 32966 members 
Entering Unmasked Estep 
Score: -4757012.500000 Penalty: 5188.493164
	Iteration 25Q: 3 clusters Score -4757012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -4757026.500000 Penalty: 5188.493164
	Iteration 26Q: 3 clusters Score -4757026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 32978 members 
Entering Unmasked Estep 
Score: -4757028.500000 Penalty: 5188.493164
	Iteration 27Q: 3 clusters Score -4757028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -4757028.000000 Penalty: 5188.493164
	Iteration 28Q: 3 clusters Score -4757028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -4757033.000000 Penalty: 5188.493164
	Iteration 29Q: 3 clusters Score -4757033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -4757027.000000 Penalty: 5188.493164
	Iteration 30Q: 3 clusters Score -4757027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 33003 members 
Entering Unmasked Estep 
Score: -4757025.000000 Penalty: 5188.493164
	Iteration 31Q: 3 clusters Score -4757025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 33006 members 
Entering Unmasked Estep 
Score: -4757027.000000 Penalty: 5188.493164
	Iteration 32Q: 3 clusters Score -4757027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -4757032.000000 Penalty: 5188.493164
	Iteration 33Q: 3 clusters Score -4757032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -4757029.500000 Penalty: 5188.493164
	Iteration 34Q: 3 clusters Score -4757030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -4757029.000000 Penalty: 5188.493164
	Iteration 35Q: 3 clusters Score -4757029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
Score: -4757031.000000 Penalty: 5188.493164
	Iteration 36Q: 3 clusters Score -4757031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -4757039.500000 Penalty: 5188.493164
	Iteration 37Q: 3 clusters Score -4757040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -4757037.000000 Penalty: 5188.493164
	Iteration 38Q: 3 clusters Score -4757037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -4757040.500000 Penalty: 5188.493164
	Iteration 39Q: 3 clusters Score -4757040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -4757046.000000 Penalty: 5188.493164
	Iteration 40F: 3 clusters Score -4757046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -4757043.500000 Penalty: 5188.493164
	Iteration 41Q: 3 clusters Score -4757044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -4757045.000000 Penalty: 5188.493164
	Iteration 42Q: 3 clusters Score -4757045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -4757043.000000 Penalty: 5188.493164
	Iteration 43Q: 3 clusters Score -4757043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -4757044.000000 Penalty: 5188.493164
	Iteration 44Q: 3 clusters Score -4757044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -4757044.000000 Penalty: 5188.493164
	Iteration 45F: 3 clusters Score -4757044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 160615 members 
Mstep: Class 2 contains 652 members 
Mstep: Class 3 contains 8077 members 
Mstep: Class 4 contains 33056 members 
Mstep: Class 5 contains 67793 members 
Mstep: Class 6 contains 134122 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 10 contains 2221 members 
Mstep: Class 12 contains 3937 members 
Mstep: Class 13 contains 18131 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 44822 members 
Mstep: Class 16 contains 178214 members 
Mstep: Class 17 contains 33987 members 
Mstep: Class 18 contains 2644 members 
Mstep: Class 19 contains 71745 members 
Mstep: Class 20 contains 25958 members 
Mstep: Class 21 contains 172623 members 
Entering Unmasked Estep 
Score: -132655232.000000 Penalty: 61495.230469
Splitting cluster 8 changes total score from -132656032.000000 to -132655232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (2221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Entering Unmasked Estep 
Score: -298433.843750 Penalty: 1911.016724
	Iteration 0F: 2 clusters Score -298433.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -295655.375000 Penalty: 3822.033447
	Iteration 0F: 3 clusters Score -295655.4 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -296166.687500 Penalty: 3822.033447
	Iteration 1F: 3 clusters Score -296166.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -296360.437500 Penalty: 3822.033447
	Iteration 2F: 3 clusters Score -296360.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -296558.656250 Penalty: 3822.033447
	Iteration 3F: 3 clusters Score -296558.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -296965.687500 Penalty: 3822.033447
	Iteration 4F: 3 clusters Score -296965.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -297848.750000 Penalty: 3822.033447
	Iteration 5F: 3 clusters Score -297848.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -298833.406250 Penalty: 3822.033447
	Iteration 6F: 3 clusters Score -298833.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -299631.500000 Penalty: 3822.033447
	Iteration 7F: 3 clusters Score -299631.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -299862.750000 Penalty: 3822.033447
	Iteration 8Q: 3 clusters Score -299862.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -299991.250000 Penalty: 3822.033447
	Iteration 9Q: 3 clusters Score -299991.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -300130.000000 Penalty: 3822.033447
	Iteration 10Q: 3 clusters Score -300130 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -300350.937500 Penalty: 3822.033447
	Iteration 11Q: 3 clusters Score -300350.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -300568.437500 Penalty: 3822.033447
	Iteration 12Q: 3 clusters Score -300568.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -300707.812500 Penalty: 3822.033447
	Iteration 13Q: 3 clusters Score -300707.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -300722.375000 Penalty: 3822.033447
	Iteration 14Q: 3 clusters Score -300722.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -300736.500000 Penalty: 3822.033447
	Iteration 15F: 3 clusters Score -300736.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -300776.593750 Penalty: 3822.033447
	Iteration 16Q: 3 clusters Score -300776.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -300776.593750 Penalty: 3822.033447
	Iteration 17F: 3 clusters Score -300776.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 160615 members 
Mstep: Class 2 contains 652 members 
Mstep: Class 3 contains 8077 members 
Mstep: Class 4 contains 593 members 
Mstep: Class 5 contains 67793 members 
Mstep: Class 6 contains 134122 members 
Mstep: Class 8 contains 34915 members 
Mstep: Class 10 contains 1628 members 
Mstep: Class 12 contains 3937 members 
Mstep: Class 13 contains 18131 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 44822 members 
Mstep: Class 16 contains 178214 members 
Mstep: Class 17 contains 33987 members 
Mstep: Class 18 contains 2644 members 
Mstep: Class 19 contains 71745 members 
Mstep: Class 20 contains 25958 members 
Mstep: Class 21 contains 172623 members 
Entering Unmasked Estep 
Score: -132656288.000000 Penalty: 61495.230469
Splitting cluster 10 changes total score from -132656032.000000 to -132656288.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 12 (3937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Entering Unmasked Estep 
Score: -542872.562500 Penalty: 2052.987305
	Iteration 0F: 2 clusters Score -542872.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -539054.062500 Penalty: 4105.974609
	Iteration 0F: 3 clusters Score -539054.1 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -539991.312500 Penalty: 4105.974609
	Iteration 1F: 3 clusters Score -539991.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -540209.500000 Penalty: 4105.974609
	Iteration 2F: 3 clusters Score -540209.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -540362.937500 Penalty: 4105.974609
	Iteration 3F: 3 clusters Score -540362.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -540482.500000 Penalty: 4105.974609
	Iteration 4Q: 3 clusters Score -540482.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -540575.062500 Penalty: 4105.974609
	Iteration 5Q: 3 clusters Score -540575.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -540676.187500 Penalty: 4105.974609
	Iteration 6Q: 3 clusters Score -540676.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -540777.312500 Penalty: 4105.974609
	Iteration 7Q: 3 clusters Score -540777.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -540867.562500 Penalty: 4105.974609
	Iteration 8Q: 3 clusters Score -540867.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -540950.437500 Penalty: 4105.974609
	Iteration 9Q: 3 clusters Score -540950.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -541026.687500 Penalty: 4105.974609
	Iteration 10Q: 3 clusters Score -541026.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -541110.500000 Penalty: 4105.974609
	Iteration 11Q: 3 clusters Score -541110.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -541236.937500 Penalty: 4105.974609
	Iteration 12Q: 3 clusters Score -541236.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -541379.625000 Penalty: 4105.974609
	Iteration 13Q: 3 clusters Score -541379.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -541577.437500 Penalty: 4105.974609
	Iteration 14Q: 3 clusters Score -541577.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -541825.750000 Penalty: 4105.974609
	Iteration 15Q: 3 clusters Score -541825.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -542073.125000 Penalty: 4105.974609
	Iteration 16Q: 3 clusters Score -542073.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -542247.437500 Penalty: 4105.974609
	Iteration 17Q: 3 clusters Score -542247.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -542289.750000 Penalty: 4105.974609
	Iteration 18Q: 3 clusters Score -542289.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -542303.750000 Penalty: 4105.974609
	Iteration 19Q: 3 clusters Score -542303.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -542313.062500 Penalty: 4105.974609
	Iteration 20F: 3 clusters Score -542313.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -542319.000000 Penalty: 4105.974609
	Iteration 21Q: 3 clusters Score -542319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -542320.750000 Penalty: 4105.974609
	Iteration 22Q: 3 clusters Score -542320.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -542321.687500 Penalty: 4105.974609
	Iteration 23Q: 3 clusters Score -542321.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -542322.687500 Penalty: 4105.974609
	Iteration 24Q: 3 clusters Score -542322.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -542323.437500 Penalty: 4105.974609
	Iteration 25Q: 3 clusters Score -542323.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -542324.500000 Penalty: 4105.974609
	Iteration 26Q: 3 clusters Score -542324.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -542324.750000 Penalty: 4105.974609
	Iteration 27Q: 3 clusters Score -542324.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -542324.562500 Penalty: 4105.974609
	Iteration 28Q: 3 clusters Score -542324.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -542326.062500 Penalty: 4105.974609
	Iteration 29Q: 3 clusters Score -542326.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -542326.375000 Penalty: 4105.974609
	Iteration 30Q: 3 clusters Score -542326.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -542326.375000 Penalty: 4105.974609
	Iteration 31F: 3 clusters Score -542326.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Entering Unmasked Estep 
Score: -2558123.250000 Penalty: 2431.733887
	Iteration 0F: 2 clusters Score -2558123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2545135.500000 Penalty: 4863.467773
	Iteration 0F: 3 clusters Score -2545136 nChanged 7957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -2549498.750000 Penalty: 4863.467773
	Iteration 1F: 3 clusters Score -2549499 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -2549897.500000 Penalty: 4863.467773
	Iteration 2F: 3 clusters Score -2549898 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2550203.000000 Penalty: 4863.467773
	Iteration 3Q: 3 clusters Score -2550203 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -2550488.000000 Penalty: 4863.467773
	Iteration 4Q: 3 clusters Score -2550488 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2550707.750000 Penalty: 4863.467773
	Iteration 5Q: 3 clusters Score -2550708 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2550908.750000 Penalty: 4863.467773
	Iteration 6Q: 3 clusters Score -2550909 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -2551088.250000 Penalty: 4863.467773
	Iteration 7Q: 3 clusters Score -2551088 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -2551311.250000 Penalty: 4863.467773
	Iteration 8Q: 3 clusters Score -2551311 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -2551558.250000 Penalty: 4863.467773
	Iteration 9Q: 3 clusters Score -2551558 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -2551846.000000 Penalty: 4863.467773
	Iteration 10Q: 3 clusters Score -2551846 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -2552236.750000 Penalty: 4863.467773
	Iteration 11Q: 3 clusters Score -2552237 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2552738.250000 Penalty: 4863.467773
	Iteration 12Q: 3 clusters Score -2552738 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -2553301.000000 Penalty: 4863.467773
	Iteration 13Q: 3 clusters Score -2553301 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -2553751.750000 Penalty: 4863.467773
	Iteration 14Q: 3 clusters Score -2553752 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -2554048.250000 Penalty: 4863.467773
	Iteration 15Q: 3 clusters Score -2554048 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2554211.000000 Penalty: 4863.467773
	Iteration 16Q: 3 clusters Score -2554211 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -2554299.250000 Penalty: 4863.467773
	Iteration 17Q: 3 clusters Score -2554299 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -2554343.500000 Penalty: 4863.467773
	Iteration 18Q: 3 clusters Score -2554344 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -2554383.750000 Penalty: 4863.467773
	Iteration 19Q: 3 clusters Score -2554384 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -2554418.250000 Penalty: 4863.467773
	Iteration 20F: 3 clusters Score -2554418 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -2554426.250000 Penalty: 4863.467773
	Iteration 21Q: 3 clusters Score -2554426 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2554447.250000 Penalty: 4863.467773
	Iteration 22Q: 3 clusters Score -2554447 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -2554466.250000 Penalty: 4863.467773
	Iteration 23Q: 3 clusters Score -2554466 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -2554479.000000 Penalty: 4863.467773
	Iteration 24Q: 3 clusters Score -2554479 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -2554501.500000 Penalty: 4863.467773
	Iteration 25Q: 3 clusters Score -2554502 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -2554512.000000 Penalty: 4863.467773
	Iteration 26Q: 3 clusters Score -2554512 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -2554529.250000 Penalty: 4863.467773
	Iteration 27Q: 3 clusters Score -2554529 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -2554533.750000 Penalty: 4863.467773
	Iteration 28Q: 3 clusters Score -2554534 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -2554542.500000 Penalty: 4863.467773
	Iteration 29Q: 3 clusters Score -2554542 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -2554558.250000 Penalty: 4863.467773
	Iteration 30Q: 3 clusters Score -2554558 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2554573.500000 Penalty: 4863.467773
	Iteration 31Q: 3 clusters Score -2554574 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2554583.250000 Penalty: 4863.467773
	Iteration 32Q: 3 clusters Score -2554583 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -2554594.500000 Penalty: 4863.467773
	Iteration 33Q: 3 clusters Score -2554594 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -2554590.750000 Penalty: 4863.467773
	Iteration 34Q: 3 clusters Score -2554591 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -2554600.250000 Penalty: 4863.467773
	Iteration 35Q: 3 clusters Score -2554600 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -2554610.750000 Penalty: 4863.467773
	Iteration 36Q: 3 clusters Score -2554611 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -2554623.250000 Penalty: 4863.467773
	Iteration 37Q: 3 clusters Score -2554623 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2554633.000000 Penalty: 4863.467773
	Iteration 38Q: 3 clusters Score -2554633 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -2554647.750000 Penalty: 4863.467773
	Iteration 39Q: 3 clusters Score -2554648 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -2554655.750000 Penalty: 4863.467773
	Iteration 40F: 3 clusters Score -2554656 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -2554662.750000 Penalty: 4863.467773
	Iteration 41Q: 3 clusters Score -2554663 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -2554674.500000 Penalty: 4863.467773
	Iteration 42Q: 3 clusters Score -2554674 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -2554686.750000 Penalty: 4863.467773
	Iteration 43Q: 3 clusters Score -2554687 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -2554687.250000 Penalty: 4863.467773
	Iteration 44Q: 3 clusters Score -2554687 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -2554700.500000 Penalty: 4863.467773
	Iteration 45Q: 3 clusters Score -2554700 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -2554708.250000 Penalty: 4863.467773
	Iteration 46Q: 3 clusters Score -2554708 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2554721.250000 Penalty: 4863.467773
	Iteration 47Q: 3 clusters Score -2554721 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -2554727.750000 Penalty: 4863.467773
	Iteration 48Q: 3 clusters Score -2554728 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2554732.750000 Penalty: 4863.467773
	Iteration 49Q: 3 clusters Score -2554733 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -2554737.500000 Penalty: 4863.467773
	Iteration 50Q: 3 clusters Score -2554738 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -2554744.500000 Penalty: 4863.467773
	Iteration 51Q: 3 clusters Score -2554744 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -2554753.000000 Penalty: 4863.467773
	Iteration 52Q: 3 clusters Score -2554753 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -2554755.500000 Penalty: 4863.467773
	Iteration 53Q: 3 clusters Score -2554756 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -2554762.750000 Penalty: 4863.467773
	Iteration 54Q: 3 clusters Score -2554763 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -2554773.500000 Penalty: 4863.467773
	Iteration 55Q: 3 clusters Score -2554774 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -2554782.750000 Penalty: 4863.467773
	Iteration 56Q: 3 clusters Score -2554783 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -2554786.250000 Penalty: 4863.467773
	Iteration 57Q: 3 clusters Score -2554786 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -2554798.000000 Penalty: 4863.467773
	Iteration 58Q: 3 clusters Score -2554798 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -2554802.250000 Penalty: 4863.467773
	Iteration 59Q: 3 clusters Score -2554802 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -2554815.750000 Penalty: 4863.467773
	Iteration 60F: 3 clusters Score -2554816 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -2554827.750000 Penalty: 4863.467773
	Iteration 61Q: 3 clusters Score -2554828 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -2554836.250000 Penalty: 4863.467773
	Iteration 62Q: 3 clusters Score -2554836 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -2554851.250000 Penalty: 4863.467773
	Iteration 63Q: 3 clusters Score -2554851 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -2554857.250000 Penalty: 4863.467773
	Iteration 64Q: 3 clusters Score -2554857 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -2554877.000000 Penalty: 4863.467773
	Iteration 65Q: 3 clusters Score -2554877 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -2554881.500000 Penalty: 4863.467773
	Iteration 66Q: 3 clusters Score -2554882 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2554888.250000 Penalty: 4863.467773
	Iteration 67Q: 3 clusters Score -2554888 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -2554902.500000 Penalty: 4863.467773
	Iteration 68Q: 3 clusters Score -2554902 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -2554909.000000 Penalty: 4863.467773
	Iteration 69Q: 3 clusters Score -2554909 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -2554911.500000 Penalty: 4863.467773
	Iteration 70Q: 3 clusters Score -2554912 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -2554918.500000 Penalty: 4863.467773
	Iteration 71Q: 3 clusters Score -2554918 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2554925.750000 Penalty: 4863.467773
	Iteration 72Q: 3 clusters Score -2554926 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2554930.250000 Penalty: 4863.467773
	Iteration 73Q: 3 clusters Score -2554930 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -2554935.750000 Penalty: 4863.467773
	Iteration 74Q: 3 clusters Score -2554936 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -2554940.750000 Penalty: 4863.467773
	Iteration 75Q: 3 clusters Score -2554941 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -2554948.500000 Penalty: 4863.467773
	Iteration 76Q: 3 clusters Score -2554948 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -2554961.250000 Penalty: 4863.467773
	Iteration 77Q: 3 clusters Score -2554961 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2554959.000000 Penalty: 4863.467773
	Iteration 78Q: 3 clusters Score -2554959 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -2554969.750000 Penalty: 4863.467773
	Iteration 79Q: 3 clusters Score -2554970 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2554984.000000 Penalty: 4863.467773
	Iteration 80F: 3 clusters Score -2554984 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -2554988.000000 Penalty: 4863.467773
	Iteration 81Q: 3 clusters Score -2554988 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2554986.250000 Penalty: 4863.467773
	Iteration 82Q: 3 clusters Score -2554986 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2554996.250000 Penalty: 4863.467773
	Iteration 83Q: 3 clusters Score -2554996 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2554997.000000 Penalty: 4863.467773
	Iteration 84Q: 3 clusters Score -2554997 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -2555002.000000 Penalty: 4863.467773
	Iteration 85Q: 3 clusters Score -2555002 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2555015.750000 Penalty: 4863.467773
	Iteration 86Q: 3 clusters Score -2555016 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -2555023.250000 Penalty: 4863.467773
	Iteration 87Q: 3 clusters Score -2555023 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -2555030.750000 Penalty: 4863.467773
	Iteration 88Q: 3 clusters Score -2555031 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2555046.500000 Penalty: 4863.467773
	Iteration 89Q: 3 clusters Score -2555046 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -2555058.000000 Penalty: 4863.467773
	Iteration 90Q: 3 clusters Score -2555058 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -2555082.750000 Penalty: 4863.467773
	Iteration 91Q: 3 clusters Score -2555083 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2555100.000000 Penalty: 4863.467773
	Iteration 92Q: 3 clusters Score -2555100 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2555107.500000 Penalty: 4863.467773
	Iteration 93Q: 3 clusters Score -2555108 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -2555131.750000 Penalty: 4863.467773
	Iteration 94Q: 3 clusters Score -2555132 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2555155.000000 Penalty: 4863.467773
	Iteration 95Q: 3 clusters Score -2555155 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -2555177.250000 Penalty: 4863.467773
	Iteration 96Q: 3 clusters Score -2555177 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2555217.250000 Penalty: 4863.467773
	Iteration 97Q: 3 clusters Score -2555217 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2555242.000000 Penalty: 4863.467773
	Iteration 98Q: 3 clusters Score -2555242 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2555276.250000 Penalty: 4863.467773
	Iteration 99Q: 3 clusters Score -2555276 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2555317.750000 Penalty: 4863.467773
	Iteration 100F: 3 clusters Score -2555318 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2555353.250000 Penalty: 4863.467773
	Iteration 101Q: 3 clusters Score -2555353 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2555379.250000 Penalty: 4863.467773
	Iteration 102Q: 3 clusters Score -2555379 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2555418.500000 Penalty: 4863.467773
	Iteration 103Q: 3 clusters Score -2555418 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2555442.750000 Penalty: 4863.467773
	Iteration 104Q: 3 clusters Score -2555443 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2555484.750000 Penalty: 4863.467773
	Iteration 105Q: 3 clusters Score -2555485 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2555522.250000 Penalty: 4863.467773
	Iteration 106Q: 3 clusters Score -2555522 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2555552.000000 Penalty: 4863.467773
	Iteration 107Q: 3 clusters Score -2555552 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2555581.250000 Penalty: 4863.467773
	Iteration 108Q: 3 clusters Score -2555581 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2555596.250000 Penalty: 4863.467773
	Iteration 109Q: 3 clusters Score -2555596 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2555619.000000 Penalty: 4863.467773
	Iteration 110Q: 3 clusters Score -2555619 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2555636.250000 Penalty: 4863.467773
	Iteration 111Q: 3 clusters Score -2555636 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2555645.250000 Penalty: 4863.467773
	Iteration 112Q: 3 clusters Score -2555645 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2555650.250000 Penalty: 4863.467773
	Iteration 113Q: 3 clusters Score -2555650 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2555671.750000 Penalty: 4863.467773
	Iteration 114Q: 3 clusters Score -2555672 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2555688.500000 Penalty: 4863.467773
	Iteration 115Q: 3 clusters Score -2555688 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2555707.250000 Penalty: 4863.467773
	Iteration 116Q: 3 clusters Score -2555707 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2555734.750000 Penalty: 4863.467773
	Iteration 117Q: 3 clusters Score -2555735 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2555755.250000 Penalty: 4863.467773
	Iteration 118Q: 3 clusters Score -2555755 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2555775.000000 Penalty: 4863.467773
	Iteration 119Q: 3 clusters Score -2555775 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2555801.250000 Penalty: 4863.467773
	Iteration 120F: 3 clusters Score -2555801 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2555820.250000 Penalty: 4863.467773
	Iteration 121Q: 3 clusters Score -2555820 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2555839.250000 Penalty: 4863.467773
	Iteration 122Q: 3 clusters Score -2555839 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2555861.500000 Penalty: 4863.467773
	Iteration 123Q: 3 clusters Score -2555862 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2555873.750000 Penalty: 4863.467773
	Iteration 124Q: 3 clusters Score -2555874 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2555886.000000 Penalty: 4863.467773
	Iteration 125Q: 3 clusters Score -2555886 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2555907.000000 Penalty: 4863.467773
	Iteration 126Q: 3 clusters Score -2555907 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2555921.500000 Penalty: 4863.467773
	Iteration 127Q: 3 clusters Score -2555922 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2555934.750000 Penalty: 4863.467773
	Iteration 128Q: 3 clusters Score -2555935 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2555940.500000 Penalty: 4863.467773
	Iteration 129Q: 3 clusters Score -2555940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2555946.250000 Penalty: 4863.467773
	Iteration 130Q: 3 clusters Score -2555946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2555949.250000 Penalty: 4863.467773
	Iteration 131Q: 3 clusters Score -2555949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2555953.750000 Penalty: 4863.467773
	Iteration 132Q: 3 clusters Score -2555954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2555955.750000 Penalty: 4863.467773
	Iteration 133Q: 3 clusters Score -2555956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2555958.750000 Penalty: 4863.467773
	Iteration 134Q: 3 clusters Score -2555959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2555965.250000 Penalty: 4863.467773
	Iteration 135Q: 3 clusters Score -2555965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2555964.250000 Penalty: 4863.467773
	Iteration 136Q: 3 clusters Score -2555964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2555964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2555968.250000 Penalty: 4863.467773
	Iteration 138Q: 3 clusters Score -2555968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2555971.250000 Penalty: 4863.467773
	Iteration 139Q: 3 clusters Score -2555971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2555975.000000 Penalty: 4863.467773
	Iteration 140F: 3 clusters Score -2555975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2555980.000000 Penalty: 4863.467773
	Iteration 141Q: 3 clusters Score -2555980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2555987.000000 Penalty: 4863.467773
	Iteration 142Q: 3 clusters Score -2555987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2555997.000000 Penalty: 4863.467773
	Iteration 143Q: 3 clusters Score -2555997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2556007.000000 Penalty: 4863.467773
	Iteration 144Q: 3 clusters Score -2556007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2556016.500000 Penalty: 4863.467773
	Iteration 145Q: 3 clusters Score -2556016 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2556019.500000 Penalty: 4863.467773
	Iteration 146Q: 3 clusters Score -2556020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2556020.000000 Penalty: 4863.467773
	Iteration 147Q: 3 clusters Score -2556020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2556028.000000 Penalty: 4863.467773
	Iteration 148Q: 3 clusters Score -2556028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2556032.250000 Penalty: 4863.467773
	Iteration 149Q: 3 clusters Score -2556032 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2556032.750000 Penalty: 4863.467773
	Iteration 150Q: 3 clusters Score -2556033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2556042.000000 Penalty: 4863.467773
	Iteration 151Q: 3 clusters Score -2556042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2556048.250000 Penalty: 4863.467773
	Iteration 152Q: 3 clusters Score -2556048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2556053.750000 Penalty: 4863.467773
	Iteration 153Q: 3 clusters Score -2556054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2556060.250000 Penalty: 4863.467773
	Iteration 154Q: 3 clusters Score -2556060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2556071.500000 Penalty: 4863.467773
	Iteration 155Q: 3 clusters Score -2556072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2556078.500000 Penalty: 4863.467773
	Iteration 156Q: 3 clusters Score -2556078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2556087.750000 Penalty: 4863.467773
	Iteration 157Q: 3 clusters Score -2556088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2556095.500000 Penalty: 4863.467773
	Iteration 158Q: 3 clusters Score -2556096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2556100.250000 Penalty: 4863.467773
	Iteration 159Q: 3 clusters Score -2556100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2556105.000000 Penalty: 4863.467773
	Iteration 160F: 3 clusters Score -2556105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2556112.250000 Penalty: 4863.467773
	Iteration 161Q: 3 clusters Score -2556112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2556111.750000 Penalty: 4863.467773
	Iteration 162Q: 3 clusters Score -2556112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2556119.750000 Penalty: 4863.467773
	Iteration 163Q: 3 clusters Score -2556120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2556119.250000 Penalty: 4863.467773
	Iteration 164Q: 3 clusters Score -2556119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2556119.500000 Penalty: 4863.467773
	Iteration 165Q: 3 clusters Score -2556120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2556120.500000 Penalty: 4863.467773
	Iteration 166Q: 3 clusters Score -2556120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2556118.750000 Penalty: 4863.467773
	Iteration 167Q: 3 clusters Score -2556119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2556122.250000 Penalty: 4863.467773
	Iteration 168Q: 3 clusters Score -2556122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2556122.250000 Penalty: 4863.467773
	Iteration 169F: 3 clusters Score -2556122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Entering Unmasked Estep 
Score: -79763.421875 Penalty: 1579.735474
	Iteration 0F: 2 clusters Score -79763.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -78154.671875 Penalty: 3159.470947
	Iteration 0F: 3 clusters Score -78154.67 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -78331.031250 Penalty: 3159.470947
	Iteration 1F: 3 clusters Score -78331.03 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -78380.585938 Penalty: 3159.470947
	Iteration 2Q: 3 clusters Score -78380.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -78415.078125 Penalty: 3159.470947
	Iteration 3Q: 3 clusters Score -78415.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -78443.578125 Penalty: 3159.470947
	Iteration 4Q: 3 clusters Score -78443.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -78458.781250 Penalty: 3159.470947
	Iteration 5Q: 3 clusters Score -78458.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -78460.203125 Penalty: 3159.470947
	Iteration 6Q: 3 clusters Score -78460.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -78460.203125 Penalty: 3159.470947
	Iteration 7F: 3 clusters Score -78460.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Entering Unmasked Estep 
Score: -6330200.000000 Penalty: 2656.192627
	Iteration 0F: 2 clusters Score -6330200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -6299787.000000 Penalty: 5312.385254
	Iteration 0F: 3 clusters Score -6299787 nChanged 20618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -6311585.000000 Penalty: 5312.385254
	Iteration 1F: 3 clusters Score -6311585 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -6312347.000000 Penalty: 5312.385254
	Iteration 2Q: 3 clusters Score -6312347 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -6313255.500000 Penalty: 5312.385254
	Iteration 3Q: 3 clusters Score -6313256 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -6314200.000000 Penalty: 5312.385254
	Iteration 4Q: 3 clusters Score -6314200 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -6315430.500000 Penalty: 5312.385254
	Iteration 5Q: 3 clusters Score -6315430 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -6316780.000000 Penalty: 5312.385254
	Iteration 6F: 3 clusters Score -6316780 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -6318377.500000 Penalty: 5312.385254
	Iteration 7F: 3 clusters Score -6318378 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -6320293.000000 Penalty: 5312.385254
	Iteration 8F: 3 clusters Score -6320293 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -6322176.000000 Penalty: 5312.385254
	Iteration 9F: 3 clusters Score -6322176 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -6324030.000000 Penalty: 5312.385254
	Iteration 10F: 3 clusters Score -6324030 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 41472 members 
Entering Unmasked Estep 
Score: -6325547.000000 Penalty: 5312.385254
	Iteration 11Q: 3 clusters Score -6325547 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 42756 members 
Entering Unmasked Estep 
Score: -6326618.000000 Penalty: 5312.385254
	Iteration 12Q: 3 clusters Score -6326618 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 43508 members 
Entering Unmasked Estep 
Score: -6327216.500000 Penalty: 5312.385254
	Iteration 13Q: 3 clusters Score -6327216 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 43935 members 
Entering Unmasked Estep 
Score: -6327570.000000 Penalty: 5312.385254
	Iteration 14Q: 3 clusters Score -6327570 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 44166 members 
Entering Unmasked Estep 
Score: -6327733.500000 Penalty: 5312.385254
	Iteration 15Q: 3 clusters Score -6327734 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 44281 members 
Entering Unmasked Estep 
Score: -6327851.000000 Penalty: 5312.385254
	Iteration 16Q: 3 clusters Score -6327851 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 44343 members 
Entering Unmasked Estep 
Score: -6327906.000000 Penalty: 5312.385254
	Iteration 17Q: 3 clusters Score -6327906 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 44367 members 
Entering Unmasked Estep 
Score: -6327941.500000 Penalty: 5312.385254
	Iteration 18Q: 3 clusters Score -6327942 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 44393 members 
Entering Unmasked Estep 
Score: -6327966.500000 Penalty: 5312.385254
	Iteration 19Q: 3 clusters Score -6327966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 44404 members 
Entering Unmasked Estep 
Score: -6327989.500000 Penalty: 5312.385254
	Iteration 20F: 3 clusters Score -6327990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -6328015.000000 Penalty: 5312.385254
	Iteration 21Q: 3 clusters Score -6328015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 44430 members 
Entering Unmasked Estep 
Score: -6328023.500000 Penalty: 5312.385254
	Iteration 22Q: 3 clusters Score -6328024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 44436 members 
Entering Unmasked Estep 
Score: -6328032.000000 Penalty: 5312.385254
	Iteration 23Q: 3 clusters Score -6328032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 44442 members 
Entering Unmasked Estep 
Score: -6328045.500000 Penalty: 5312.385254
	Iteration 24Q: 3 clusters Score -6328046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 44447 members 
Entering Unmasked Estep 
Score: -6328044.500000 Penalty: 5312.385254
	Iteration 25Q: 3 clusters Score -6328044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 44449 members 
Entering Unmasked Estep 
Score: -6328049.500000 Penalty: 5312.385254
	Iteration 26Q: 3 clusters Score -6328050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 44452 members 
Entering Unmasked Estep 
Score: -6328052.000000 Penalty: 5312.385254
	Iteration 27Q: 3 clusters Score -6328052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 44453 members 
Entering Unmasked Estep 
Score: -6328050.000000 Penalty: 5312.385254
	Iteration 28Q: 3 clusters Score -6328050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 44454 members 
Entering Unmasked Estep 
Score: -6328052.000000 Penalty: 5312.385254
	Iteration 29Q: 3 clusters Score -6328052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 44454 members 
Entering Unmasked Estep 
Score: -6328052.000000 Penalty: 5312.385254
	Iteration 30F: 3 clusters Score -6328052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (178214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178214 members 
Entering Unmasked Estep 
Score: -25096870.000000 Penalty: 2998.503662
	Iteration 0F: 2 clusters Score -2.509687e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89144 members 
Mstep: Class 2 contains 89070 members 
Entering Unmasked Estep 
Score: -24989426.000000 Penalty: 5997.007324
	Iteration 0F: 3 clusters Score -2.498943e+07 nChanged 85640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89900 members 
Mstep: Class 2 contains 88314 members 
Entering Unmasked Estep 
Score: -25039830.000000 Penalty: 5997.007324
	Iteration 1F: 3 clusters Score -2.503983e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90208 members 
Mstep: Class 2 contains 88006 members 
Entering Unmasked Estep 
Score: -25041242.000000 Penalty: 5997.007324
	Iteration 2Q: 3 clusters Score -2.504124e+07 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90803 members 
Mstep: Class 2 contains 87411 members 
Entering Unmasked Estep 
Score: -25043428.000000 Penalty: 5997.007324
	Iteration 3Q: 3 clusters Score -2.504343e+07 nChanged 7357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91688 members 
Mstep: Class 2 contains 86526 members 
Entering Unmasked Estep 
Score: -25046262.000000 Penalty: 5997.007324
	Iteration 4Q: 3 clusters Score -2.504626e+07 nChanged 8654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92882 members 
Mstep: Class 2 contains 85332 members 
Entering Unmasked Estep 
Score: -25050294.000000 Penalty: 5997.007324
	Iteration 5Q: 3 clusters Score -2.505029e+07 nChanged 9931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94049 members 
Mstep: Class 2 contains 84165 members 
Entering Unmasked Estep 
Score: -25056390.000000 Penalty: 5997.007324
	Iteration 6F: 3 clusters Score -2.505639e+07 nChanged 11529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94974 members 
Mstep: Class 2 contains 83240 members 
Entering Unmasked Estep 
Score: -25064838.000000 Penalty: 5997.007324
	Iteration 7F: 3 clusters Score -2.506484e+07 nChanged 11928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95242 members 
Mstep: Class 2 contains 82972 members 
Entering Unmasked Estep 
Score: -25072904.000000 Penalty: 5997.007324
	Iteration 8F: 3 clusters Score -2.50729e+07 nChanged 9699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94889 members 
Mstep: Class 2 contains 83325 members 
Entering Unmasked Estep 
Score: -25077254.000000 Penalty: 5997.007324
	Iteration 9F: 3 clusters Score -2.507725e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94173 members 
Mstep: Class 2 contains 84041 members 
Entering Unmasked Estep 
Score: -25078550.000000 Penalty: 5997.007324
	Iteration 10Q: 3 clusters Score -2.507855e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93364 members 
Mstep: Class 2 contains 84850 members 
Entering Unmasked Estep 
Score: -25078868.000000 Penalty: 5997.007324
	Iteration 11Q: 3 clusters Score -2.507887e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92478 members 
Mstep: Class 2 contains 85736 members 
Entering Unmasked Estep 
Score: -25079102.000000 Penalty: 5997.007324
	Iteration 12Q: 3 clusters Score -2.50791e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91589 members 
Mstep: Class 2 contains 86625 members 
Entering Unmasked Estep 
Score: -25079344.000000 Penalty: 5997.007324
	Iteration 13Q: 3 clusters Score -2.507934e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90680 members 
Mstep: Class 2 contains 87534 members 
Entering Unmasked Estep 
Score: -25079566.000000 Penalty: 5997.007324
	Iteration 14Q: 3 clusters Score -2.507957e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89786 members 
Mstep: Class 2 contains 88428 members 
Entering Unmasked Estep 
Score: -25079794.000000 Penalty: 5997.007324
	Iteration 15Q: 3 clusters Score -2.507979e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88986 members 
Mstep: Class 2 contains 89228 members 
Entering Unmasked Estep 
Score: -25080160.000000 Penalty: 5997.007324
	Iteration 16Q: 3 clusters Score -2.508016e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88183 members 
Mstep: Class 2 contains 90031 members 
Entering Unmasked Estep 
Score: -25080598.000000 Penalty: 5997.007324
	Iteration 17Q: 3 clusters Score -2.50806e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87357 members 
Mstep: Class 2 contains 90857 members 
Entering Unmasked Estep 
Score: -25080974.000000 Penalty: 5997.007324
	Iteration 18Q: 3 clusters Score -2.508097e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86547 members 
Mstep: Class 2 contains 91667 members 
Entering Unmasked Estep 
Score: -25081358.000000 Penalty: 5997.007324
	Iteration 19Q: 3 clusters Score -2.508136e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85797 members 
Mstep: Class 2 contains 92417 members 
Entering Unmasked Estep 
Score: -25081566.000000 Penalty: 5997.007324
	Iteration 20F: 3 clusters Score -2.508157e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85124 members 
Mstep: Class 2 contains 93090 members 
Entering Unmasked Estep 
Score: -25081904.000000 Penalty: 5997.007324
	Iteration 21Q: 3 clusters Score -2.50819e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84402 members 
Mstep: Class 2 contains 93812 members 
Entering Unmasked Estep 
Score: -25082230.000000 Penalty: 5997.007324
	Iteration 22Q: 3 clusters Score -2.508223e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83676 members 
Mstep: Class 2 contains 94538 members 
Entering Unmasked Estep 
Score: -25082650.000000 Penalty: 5997.007324
	Iteration 23Q: 3 clusters Score -2.508265e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83004 members 
Mstep: Class 2 contains 95210 members 
Entering Unmasked Estep 
Score: -25082972.000000 Penalty: 5997.007324
	Iteration 24Q: 3 clusters Score -2.508297e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82479 members 
Mstep: Class 2 contains 95735 members 
Entering Unmasked Estep 
Score: -25083360.000000 Penalty: 5997.007324
	Iteration 25Q: 3 clusters Score -2.508336e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82006 members 
Mstep: Class 2 contains 96208 members 
Entering Unmasked Estep 
Score: -25083732.000000 Penalty: 5997.007324
	Iteration 26Q: 3 clusters Score -2.508373e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81629 members 
Mstep: Class 2 contains 96585 members 
Entering Unmasked Estep 
Score: -25083980.000000 Penalty: 5997.007324
	Iteration 27Q: 3 clusters Score -2.508398e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81336 members 
Mstep: Class 2 contains 96878 members 
Entering Unmasked Estep 
Score: -25084244.000000 Penalty: 5997.007324
	Iteration 28Q: 3 clusters Score -2.508424e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81126 members 
Mstep: Class 2 contains 97088 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2.508445e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80881 members 
Mstep: Class 2 contains 97333 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2.508464e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80699 members 
Mstep: Class 2 contains 97515 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2.508478e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80568 members 
Mstep: Class 2 contains 97646 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2.508488e+07 nChanged 1317
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80457 members 
Mstep: Class 2 contains 97757 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2.5085e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80358 members 
Mstep: Class 2 contains 97856 members 
Entering Unmasked Estep 
Score: -25085190.000000 Penalty: 5997.007324
	Iteration 34Q: 3 clusters Score -2.508519e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80310 members 
Mstep: Class 2 contains 97904 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2.508513e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80235 members 
Mstep: Class 2 contains 97979 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2.508529e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80168 members 
Mstep: Class 2 contains 98046 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2.508533e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80160 members 
Mstep: Class 2 contains 98054 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2.508536e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80191 members 
Mstep: Class 2 contains 98023 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2.508543e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80234 members 
Mstep: Class 2 contains 97980 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2.508546e+07 nChanged 745
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80307 members 
Mstep: Class 2 contains 97907 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2.508547e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80434 members 
Mstep: Class 2 contains 97780 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2.508556e+07 nChanged 643
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80569 members 
Mstep: Class 2 contains 97645 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2.508556e+07 nChanged 610
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80707 members 
Mstep: Class 2 contains 97507 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2.508553e+07 nChanged 595
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80834 members 
Mstep: Class 2 contains 97380 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2.508553e+07 nChanged 531
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81017 members 
Mstep: Class 2 contains 97197 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2.508551e+07 nChanged 459
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81186 members 
Mstep: Class 2 contains 97028 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2.508554e+07 nChanged 434
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81366 members 
Mstep: Class 2 contains 96848 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2.50855e+07 nChanged 431
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81561 members 
Mstep: Class 2 contains 96653 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2.508556e+07 nChanged 413
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81796 members 
Mstep: Class 2 contains 96418 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2.508556e+07 nChanged 403
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82007 members 
Mstep: Class 2 contains 96207 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2.508558e+07 nChanged 372
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82215 members 
Mstep: Class 2 contains 95999 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2.50856e+07 nChanged 346
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82435 members 
Mstep: Class 2 contains 95779 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2.508565e+07 nChanged 325
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82626 members 
Mstep: Class 2 contains 95588 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2.508569e+07 nChanged 305
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82807 members 
Mstep: Class 2 contains 95407 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2.508564e+07 nChanged 313
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83008 members 
Mstep: Class 2 contains 95206 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2.508565e+07 nChanged 302
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83222 members 
Mstep: Class 2 contains 94992 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2.508566e+07 nChanged 295
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83451 members 
Mstep: Class 2 contains 94763 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2.508569e+07 nChanged 320
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83681 members 
Mstep: Class 2 contains 94533 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2.508573e+07 nChanged 322
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83903 members 
Mstep: Class 2 contains 94311 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2.508579e+07 nChanged 328
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84165 members 
Mstep: Class 2 contains 94049 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2.508585e+07 nChanged 318
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84419 members 
Mstep: Class 2 contains 93795 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2.508587e+07 nChanged 332
Entering Unmasked Mstep 
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Mstep: Class 2 contains 93547 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2.508588e+07 nChanged 311
Entering Unmasked Mstep 
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Mstep: Class 2 contains 93296 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2.508595e+07 nChanged 301
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85169 members 
Mstep: Class 2 contains 93045 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2.508595e+07 nChanged 312
Entering Unmasked Mstep 
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Mstep: Class 2 contains 92787 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2.508597e+07 nChanged 307
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85690 members 
Mstep: Class 2 contains 92524 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2.508602e+07 nChanged 319
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85961 members 
Mstep: Class 2 contains 92253 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2.50861e+07 nChanged 331
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86248 members 
Mstep: Class 2 contains 91966 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2.508613e+07 nChanged 360
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86556 members 
Mstep: Class 2 contains 91658 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2.508616e+07 nChanged 341
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86851 members 
Mstep: Class 2 contains 91363 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2.508622e+07 nChanged 358
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87169 members 
Mstep: Class 2 contains 91045 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2.508618e+07 nChanged 345
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87472 members 
Mstep: Class 2 contains 90742 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2.508621e+07 nChanged 358
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87794 members 
Mstep: Class 2 contains 90420 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2.508628e+07 nChanged 351
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88095 members 
Mstep: Class 2 contains 90119 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2.508628e+07 nChanged 369
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88424 members 
Mstep: Class 2 contains 89790 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2.508629e+07 nChanged 378
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88754 members 
Mstep: Class 2 contains 89460 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2.508634e+07 nChanged 393
Entering Unmasked Mstep 
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Mstep: Class 2 contains 89117 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2.50864e+07 nChanged 419
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89456 members 
Mstep: Class 2 contains 88758 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2.508647e+07 nChanged 431
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89811 members 
Mstep: Class 2 contains 88403 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2.508649e+07 nChanged 408
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90157 members 
Mstep: Class 2 contains 88057 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2.508652e+07 nChanged 381
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90498 members 
Mstep: Class 2 contains 87716 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2.508652e+07 nChanged 387
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90823 members 
Mstep: Class 2 contains 87391 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2.508653e+07 nChanged 363
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91128 members 
Mstep: Class 2 contains 87086 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2.508663e+07 nChanged 363
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91445 members 
Mstep: Class 2 contains 86769 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2.508663e+07 nChanged 347
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91730 members 
Mstep: Class 2 contains 86484 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2.508656e+07 nChanged 315
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91979 members 
Mstep: Class 2 contains 86235 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2.508658e+07 nChanged 332
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92241 members 
Mstep: Class 2 contains 85973 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2.508664e+07 nChanged 327
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92502 members 
Mstep: Class 2 contains 85712 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2.508667e+07 nChanged 339
Entering Unmasked Mstep 
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Mstep: Class 2 contains 85447 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2.508671e+07 nChanged 325
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93030 members 
Mstep: Class 2 contains 85184 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2.508675e+07 nChanged 303
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93257 members 
Mstep: Class 2 contains 84957 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2.508671e+07 nChanged 307
Entering Unmasked Mstep 
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Mstep: Class 2 contains 84704 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2.508668e+07 nChanged 285
Entering Unmasked Mstep 
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Mstep: Class 2 contains 84459 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2.50867e+07 nChanged 271
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93982 members 
Mstep: Class 2 contains 84232 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2.508672e+07 nChanged 247
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94197 members 
Mstep: Class 2 contains 84017 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2.508672e+07 nChanged 240
Entering Unmasked Mstep 
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Mstep: Class 2 contains 83807 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2.508674e+07 nChanged 232
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94615 members 
Mstep: Class 2 contains 83599 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2.508673e+07 nChanged 208
Entering Unmasked Mstep 
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Mstep: Class 2 contains 83415 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2.508673e+07 nChanged 205
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94976 members 
Mstep: Class 2 contains 83238 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2.508673e+07 nChanged 205
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95151 members 
Mstep: Class 2 contains 83063 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2.508673e+07 nChanged 243
Entering Unmasked Mstep 
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Mstep: Class 2 contains 82848 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2.508674e+07 nChanged 246
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95578 members 
Mstep: Class 2 contains 82636 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2.508673e+07 nChanged 268
Entering Unmasked Mstep 
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Mstep: Class 2 contains 82390 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2.50867e+07 nChanged 276
Entering Unmasked Mstep 
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Mstep: Class 2 contains 82154 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2.508674e+07 nChanged 278
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96286 members 
Mstep: Class 2 contains 81928 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2.508673e+07 nChanged 259
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96493 members 
Mstep: Class 2 contains 81721 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2.508677e+07 nChanged 231
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96678 members 
Mstep: Class 2 contains 81536 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2.508675e+07 nChanged 206
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96842 members 
Mstep: Class 2 contains 81372 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2.508673e+07 nChanged 199
Entering Unmasked Mstep 
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Mstep: Class 2 contains 81219 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2.508675e+07 nChanged 210
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97165 members 
Mstep: Class 2 contains 81049 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2.508675e+07 nChanged 225
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97362 members 
Mstep: Class 2 contains 80852 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2.508671e+07 nChanged 220
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97550 members 
Mstep: Class 2 contains 80664 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2.508666e+07 nChanged 230
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97752 members 
Mstep: Class 2 contains 80462 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2.508661e+07 nChanged 210
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97940 members 
Mstep: Class 2 contains 80274 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2.508662e+07 nChanged 215
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98135 members 
Mstep: Class 2 contains 80079 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2.508665e+07 nChanged 232
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98341 members 
Mstep: Class 2 contains 79873 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2.508665e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98547 members 
Mstep: Class 2 contains 79667 members 
Entering Unmasked Estep 
Score: -25086646.000000 Penalty: 5997.007324
	Iteration 118Q: 3 clusters Score -2.508665e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98785 members 
Mstep: Class 2 contains 79429 members 
Entering Unmasked Estep 
Score: -25086646.000000 Penalty: 5997.007324
	Iteration 119Q: 3 clusters Score -2.508665e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99014 members 
Mstep: Class 2 contains 79200 members 
Entering Unmasked Estep 
Score: -25086664.000000 Penalty: 5997.007324
	Iteration 120F: 3 clusters Score -2.508666e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99280 members 
Mstep: Class 2 contains 78934 members 
Entering Unmasked Estep 
Score: -25086726.000000 Penalty: 5997.007324
	Iteration 121Q: 3 clusters Score -2.508673e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99564 members 
Mstep: Class 2 contains 78650 members 
Entering Unmasked Estep 
Score: -25086718.000000 Penalty: 5997.007324
	Iteration 122Q: 3 clusters Score -2.508672e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99842 members 
Mstep: Class 2 contains 78372 members 
Entering Unmasked Estep 
Score: -25086690.000000 Penalty: 5997.007324
	Iteration 123Q: 3 clusters Score -2.508669e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100133 members 
Mstep: Class 2 contains 78081 members 
Entering Unmasked Estep 
Score: -25086676.000000 Penalty: 5997.007324
	Iteration 124Q: 3 clusters Score -2.508668e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100462 members 
Mstep: Class 2 contains 77752 members 
Entering Unmasked Estep 
Score: -25086700.000000 Penalty: 5997.007324
	Iteration 125Q: 3 clusters Score -2.50867e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100824 members 
Mstep: Class 2 contains 77390 members 
Entering Unmasked Estep 
Score: -25086698.000000 Penalty: 5997.007324
	Iteration 126Q: 3 clusters Score -2.50867e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101228 members 
Mstep: Class 2 contains 76986 members 
Entering Unmasked Estep 
Score: -25086710.000000 Penalty: 5997.007324
	Iteration 127Q: 3 clusters Score -2.508671e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101643 members 
Mstep: Class 2 contains 76571 members 
Entering Unmasked Estep 
Score: -25086736.000000 Penalty: 5997.007324
	Iteration 128Q: 3 clusters Score -2.508674e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102076 members 
Mstep: Class 2 contains 76138 members 
Entering Unmasked Estep 
Score: -25086726.000000 Penalty: 5997.007324
	Iteration 129Q: 3 clusters Score -2.508673e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102544 members 
Mstep: Class 2 contains 75670 members 
Entering Unmasked Estep 
Score: -25086776.000000 Penalty: 5997.007324
	Iteration 130Q: 3 clusters Score -2.508678e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103030 members 
Mstep: Class 2 contains 75184 members 
Entering Unmasked Estep 
Score: -25086740.000000 Penalty: 5997.007324
	Iteration 131Q: 3 clusters Score -2.508674e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103556 members 
Mstep: Class 2 contains 74658 members 
Entering Unmasked Estep 
Score: -25086692.000000 Penalty: 5997.007324
	Iteration 132Q: 3 clusters Score -2.508669e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104073 members 
Mstep: Class 2 contains 74141 members 
Entering Unmasked Estep 
Score: -25086566.000000 Penalty: 5997.007324
	Iteration 133Q: 3 clusters Score -2.508657e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104553 members 
Mstep: Class 2 contains 73661 members 
Entering Unmasked Estep 
Score: -25086514.000000 Penalty: 5997.007324
	Iteration 134Q: 3 clusters Score -2.508651e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105037 members 
Mstep: Class 2 contains 73177 members 
Entering Unmasked Estep 
Score: -25086440.000000 Penalty: 5997.007324
	Iteration 135Q: 3 clusters Score -2.508644e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105555 members 
Mstep: Class 2 contains 72659 members 
Entering Unmasked Estep 
Score: -25086476.000000 Penalty: 5997.007324
	Iteration 136Q: 3 clusters Score -2.508648e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106053 members 
Mstep: Class 2 contains 72161 members 
Entering Unmasked Estep 
Score: -25086462.000000 Penalty: 5997.007324
	Iteration 137Q: 3 clusters Score -2.508646e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106540 members 
Mstep: Class 2 contains 71674 members 
Entering Unmasked Estep 
Score: -25086494.000000 Penalty: 5997.007324
	Iteration 138Q: 3 clusters Score -2.508649e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107032 members 
Mstep: Class 2 contains 71182 members 
Entering Unmasked Estep 
Score: -25086518.000000 Penalty: 5997.007324
	Iteration 139Q: 3 clusters Score -2.508652e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107495 members 
Mstep: Class 2 contains 70719 members 
Entering Unmasked Estep 
Score: -25086550.000000 Penalty: 5997.007324
	Iteration 140F: 3 clusters Score -2.508655e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107926 members 
Mstep: Class 2 contains 70288 members 
Entering Unmasked Estep 
Score: -25086502.000000 Penalty: 5997.007324
	Iteration 141Q: 3 clusters Score -2.50865e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108380 members 
Mstep: Class 2 contains 69834 members 
Entering Unmasked Estep 
Score: -25086510.000000 Penalty: 5997.007324
	Iteration 142Q: 3 clusters Score -2.508651e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108837 members 
Mstep: Class 2 contains 69377 members 
Entering Unmasked Estep 
Score: -25086542.000000 Penalty: 5997.007324
	Iteration 143Q: 3 clusters Score -2.508654e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109269 members 
Mstep: Class 2 contains 68945 members 
Entering Unmasked Estep 
Score: -25086542.000000 Penalty: 5997.007324
	Iteration 144Q: 3 clusters Score -2.508654e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109731 members 
Mstep: Class 2 contains 68483 members 
Entering Unmasked Estep 
Score: -25086564.000000 Penalty: 5997.007324
	Iteration 145Q: 3 clusters Score -2.508656e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110202 members 
Mstep: Class 2 contains 68012 members 
Entering Unmasked Estep 
Score: -25086546.000000 Penalty: 5997.007324
	Iteration 146Q: 3 clusters Score -2.508655e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110673 members 
Mstep: Class 2 contains 67541 members 
Entering Unmasked Estep 
Score: -25086516.000000 Penalty: 5997.007324
	Iteration 147Q: 3 clusters Score -2.508652e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111169 members 
Mstep: Class 2 contains 67045 members 
Entering Unmasked Estep 
Score: -25086542.000000 Penalty: 5997.007324
	Iteration 148Q: 3 clusters Score -2.508654e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111656 members 
Mstep: Class 2 contains 66558 members 
Entering Unmasked Estep 
Score: -25086440.000000 Penalty: 5997.007324
	Iteration 149Q: 3 clusters Score -2.508644e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112111 members 
Mstep: Class 2 contains 66103 members 
Entering Unmasked Estep 
Score: -25086388.000000 Penalty: 5997.007324
	Iteration 150Q: 3 clusters Score -2.508639e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112544 members 
Mstep: Class 2 contains 65670 members 
Entering Unmasked Estep 
Score: -25086408.000000 Penalty: 5997.007324
	Iteration 151Q: 3 clusters Score -2.508641e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113001 members 
Mstep: Class 2 contains 65213 members 
Entering Unmasked Estep 
Score: -25086344.000000 Penalty: 5997.007324
	Iteration 152Q: 3 clusters Score -2.508634e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113412 members 
Mstep: Class 2 contains 64802 members 
Entering Unmasked Estep 
Score: -25086378.000000 Penalty: 5997.007324
	Iteration 153Q: 3 clusters Score -2.508638e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113797 members 
Mstep: Class 2 contains 64417 members 
Entering Unmasked Estep 
Score: -25086322.000000 Penalty: 5997.007324
	Iteration 154Q: 3 clusters Score -2.508632e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114199 members 
Mstep: Class 2 contains 64015 members 
Entering Unmasked Estep 
Score: -25086314.000000 Penalty: 5997.007324
	Iteration 155Q: 3 clusters Score -2.508631e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114572 members 
Mstep: Class 2 contains 63642 members 
Entering Unmasked Estep 
Score: -25086228.000000 Penalty: 5997.007324
	Iteration 156Q: 3 clusters Score -2.508623e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114943 members 
Mstep: Class 2 contains 63271 members 
Entering Unmasked Estep 
Score: -25086230.000000 Penalty: 5997.007324
	Iteration 157Q: 3 clusters Score -2.508623e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115301 members 
Mstep: Class 2 contains 62913 members 
Entering Unmasked Estep 
Score: -25086198.000000 Penalty: 5997.007324
	Iteration 158Q: 3 clusters Score -2.50862e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115687 members 
Mstep: Class 2 contains 62527 members 
Entering Unmasked Estep 
Score: -25086234.000000 Penalty: 5997.007324
	Iteration 159Q: 3 clusters Score -2.508623e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116096 members 
Mstep: Class 2 contains 62118 members 
Entering Unmasked Estep 
Score: -25086234.000000 Penalty: 5997.007324
	Iteration 160F: 3 clusters Score -2.508623e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116489 members 
Mstep: Class 2 contains 61725 members 
Entering Unmasked Estep 
Score: -25086264.000000 Penalty: 5997.007324
	Iteration 161Q: 3 clusters Score -2.508626e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116913 members 
Mstep: Class 2 contains 61301 members 
Entering Unmasked Estep 
Score: -25086214.000000 Penalty: 5997.007324
	Iteration 162Q: 3 clusters Score -2.508621e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117298 members 
Mstep: Class 2 contains 60916 members 
Entering Unmasked Estep 
Score: -25086240.000000 Penalty: 5997.007324
	Iteration 163Q: 3 clusters Score -2.508624e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117681 members 
Mstep: Class 2 contains 60533 members 
Entering Unmasked Estep 
Score: -25086190.000000 Penalty: 5997.007324
	Iteration 164Q: 3 clusters Score -2.508619e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118060 members 
Mstep: Class 2 contains 60154 members 
Entering Unmasked Estep 
Score: -25086142.000000 Penalty: 5997.007324
	Iteration 165Q: 3 clusters Score -2.508614e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118429 members 
Mstep: Class 2 contains 59785 members 
Entering Unmasked Estep 
Score: -25086068.000000 Penalty: 5997.007324
	Iteration 166Q: 3 clusters Score -2.508607e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118802 members 
Mstep: Class 2 contains 59412 members 
Entering Unmasked Estep 
Score: -25086072.000000 Penalty: 5997.007324
	Iteration 167Q: 3 clusters Score -2.508607e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119155 members 
Mstep: Class 2 contains 59059 members 
Entering Unmasked Estep 
Score: -25086072.000000 Penalty: 5997.007324
	Iteration 168Q: 3 clusters Score -2.508607e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119511 members 
Mstep: Class 2 contains 58703 members 
Entering Unmasked Estep 
Score: -25086076.000000 Penalty: 5997.007324
	Iteration 169Q: 3 clusters Score -2.508608e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119879 members 
Mstep: Class 2 contains 58335 members 
Entering Unmasked Estep 
Score: -25086040.000000 Penalty: 5997.007324
	Iteration 170Q: 3 clusters Score -2.508604e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120250 members 
Mstep: Class 2 contains 57964 members 
Entering Unmasked Estep 
Score: -25086124.000000 Penalty: 5997.007324
	Iteration 171Q: 3 clusters Score -2.508612e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120608 members 
Mstep: Class 2 contains 57606 members 
Entering Unmasked Estep 
Score: -25086198.000000 Penalty: 5997.007324
	Iteration 172Q: 3 clusters Score -2.50862e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120968 members 
Mstep: Class 2 contains 57246 members 
Entering Unmasked Estep 
Score: -25086158.000000 Penalty: 5997.007324
	Iteration 173Q: 3 clusters Score -2.508616e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121346 members 
Mstep: Class 2 contains 56868 members 
Entering Unmasked Estep 
Score: -25086228.000000 Penalty: 5997.007324
	Iteration 174Q: 3 clusters Score -2.508623e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121722 members 
Mstep: Class 2 contains 56492 members 
Entering Unmasked Estep 
Score: -25086232.000000 Penalty: 5997.007324
	Iteration 175Q: 3 clusters Score -2.508623e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122077 members 
Mstep: Class 2 contains 56137 members 
Entering Unmasked Estep 
Score: -25086190.000000 Penalty: 5997.007324
	Iteration 176Q: 3 clusters Score -2.508619e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122442 members 
Mstep: Class 2 contains 55772 members 
Entering Unmasked Estep 
Score: -25086202.000000 Penalty: 5997.007324
	Iteration 177Q: 3 clusters Score -2.50862e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122832 members 
Mstep: Class 2 contains 55382 members 
Entering Unmasked Estep 
Score: -25086200.000000 Penalty: 5997.007324
	Iteration 178Q: 3 clusters Score -2.50862e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123220 members 
Mstep: Class 2 contains 54994 members 
Entering Unmasked Estep 
Score: -25086222.000000 Penalty: 5997.007324
	Iteration 179Q: 3 clusters Score -2.508622e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123591 members 
Mstep: Class 2 contains 54623 members 
Entering Unmasked Estep 
Score: -25086260.000000 Penalty: 5997.007324
	Iteration 180F: 3 clusters Score -2.508626e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123956 members 
Mstep: Class 2 contains 54258 members 
Entering Unmasked Estep 
Score: -25086226.000000 Penalty: 5997.007324
	Iteration 181Q: 3 clusters Score -2.508623e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124332 members 
Mstep: Class 2 contains 53882 members 
Entering Unmasked Estep 
Score: -25086238.000000 Penalty: 5997.007324
	Iteration 182Q: 3 clusters Score -2.508624e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124699 members 
Mstep: Class 2 contains 53515 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -2.50862e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125070 members 
Mstep: Class 2 contains 53144 members 
Entering Unmasked Estep 
Score: -25086204.000000 Penalty: 5997.007324
	Iteration 184Q: 3 clusters Score -2.50862e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125488 members 
Mstep: Class 2 contains 52726 members 
Entering Unmasked Estep 
Score: -25086230.000000 Penalty: 5997.007324
	Iteration 185Q: 3 clusters Score -2.508623e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125884 members 
Mstep: Class 2 contains 52330 members 
Entering Unmasked Estep 
Score: -25086276.000000 Penalty: 5997.007324
	Iteration 186Q: 3 clusters Score -2.508628e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126293 members 
Mstep: Class 2 contains 51921 members 
Entering Unmasked Estep 
Score: -25086334.000000 Penalty: 5997.007324
	Iteration 187Q: 3 clusters Score -2.508633e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126720 members 
Mstep: Class 2 contains 51494 members 
Entering Unmasked Estep 
Score: -25086342.000000 Penalty: 5997.007324
	Iteration 188Q: 3 clusters Score -2.508634e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127131 members 
Mstep: Class 2 contains 51083 members 
Entering Unmasked Estep 
Score: -25086358.000000 Penalty: 5997.007324
	Iteration 189Q: 3 clusters Score -2.508636e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127512 members 
Mstep: Class 2 contains 50702 members 
Entering Unmasked Estep 
Score: -25086288.000000 Penalty: 5997.007324
	Iteration 190Q: 3 clusters Score -2.508629e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127884 members 
Mstep: Class 2 contains 50330 members 
Entering Unmasked Estep 
Score: -25086324.000000 Penalty: 5997.007324
	Iteration 191Q: 3 clusters Score -2.508632e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128245 members 
Mstep: Class 2 contains 49969 members 
Entering Unmasked Estep 
Score: -25086248.000000 Penalty: 5997.007324
	Iteration 192Q: 3 clusters Score -2.508625e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128585 members 
Mstep: Class 2 contains 49629 members 
Entering Unmasked Estep 
Score: -25086140.000000 Penalty: 5997.007324
	Iteration 193Q: 3 clusters Score -2.508614e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128868 members 
Mstep: Class 2 contains 49346 members 
Entering Unmasked Estep 
Score: -25086214.000000 Penalty: 5997.007324
	Iteration 194Q: 3 clusters Score -2.508621e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129158 members 
Mstep: Class 2 contains 49056 members 
Entering Unmasked Estep 
Score: -25086172.000000 Penalty: 5997.007324
	Iteration 195Q: 3 clusters Score -2.508617e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129405 members 
Mstep: Class 2 contains 48809 members 
Entering Unmasked Estep 
Score: -25086084.000000 Penalty: 5997.007324
	Iteration 196Q: 3 clusters Score -2.508608e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129687 members 
Mstep: Class 2 contains 48527 members 
Entering Unmasked Estep 
Score: -25086108.000000 Penalty: 5997.007324
	Iteration 197Q: 3 clusters Score -2.508611e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129932 members 
Mstep: Class 2 contains 48282 members 
Entering Unmasked Estep 
Score: -25086116.000000 Penalty: 5997.007324
	Iteration 198Q: 3 clusters Score -2.508612e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130204 members 
Mstep: Class 2 contains 48010 members 
Entering Unmasked Estep 
Score: -25086134.000000 Penalty: 5997.007324
	Iteration 199Q: 3 clusters Score -2.508613e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130489 members 
Mstep: Class 2 contains 47725 members 
Entering Unmasked Estep 
Score: -25086160.000000 Penalty: 5997.007324
	Iteration 200F: 3 clusters Score -2.508616e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130767 members 
Mstep: Class 2 contains 47447 members 
Entering Unmasked Estep 
Score: -25086170.000000 Penalty: 5997.007324
	Iteration 201Q: 3 clusters Score -2.508617e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131040 members 
Mstep: Class 2 contains 47174 members 
Entering Unmasked Estep 
Score: -25086122.000000 Penalty: 5997.007324
	Iteration 202Q: 3 clusters Score -2.508612e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131326 members 
Mstep: Class 2 contains 46888 members 
Entering Unmasked Estep 
Score: -25086030.000000 Penalty: 5997.007324
	Iteration 203Q: 3 clusters Score -2.508603e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131624 members 
Mstep: Class 2 contains 46590 members 
Entering Unmasked Estep 
Score: -25086106.000000 Penalty: 5997.007324
	Iteration 204Q: 3 clusters Score -2.508611e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131923 members 
Mstep: Class 2 contains 46291 members 
Entering Unmasked Estep 
Score: -25086092.000000 Penalty: 5997.007324
	Iteration 205Q: 3 clusters Score -2.508609e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132259 members 
Mstep: Class 2 contains 45955 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -2.508613e+07 nChanged 324
Entering Unmasked Mstep 
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Mstep: Class 1 contains 132579 members 
Mstep: Class 2 contains 45635 members 
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	Iteration 207Q: 3 clusters Score -2.508609e+07 nChanged 340
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Mstep: Class 1 contains 132917 members 
Mstep: Class 2 contains 45297 members 
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	Iteration 208Q: 3 clusters Score -2.508614e+07 nChanged 338
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Mstep: Class 2 contains 44961 members 
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	Iteration 209Q: 3 clusters Score -2.508622e+07 nChanged 339
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Mstep: Class 2 contains 44624 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -2.50862e+07 nChanged 373
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Mstep: Class 2 contains 44255 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -2.508622e+07 nChanged 385
Entering Unmasked Mstep 
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Mstep: Class 2 contains 43874 members 
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	Iteration 212Q: 3 clusters Score -2.508618e+07 nChanged 375
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Mstep: Class 2 contains 43499 members 
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	Iteration 213Q: 3 clusters Score -2.508615e+07 nChanged 355
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Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -2.508615e+07 nChanged 335
Entering Unmasked Mstep 
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Mstep: Class 2 contains 42809 members 
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	Iteration 215Q: 3 clusters Score -2.508618e+07 nChanged 333
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Mstep: Class 2 contains 42478 members 
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	Iteration 216Q: 3 clusters Score -2.508625e+07 nChanged 347
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Mstep: Class 2 contains 42131 members 
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	Iteration 217Q: 3 clusters Score -2.508632e+07 nChanged 363
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Mstep: Class 2 contains 41768 members 
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	Iteration 218Q: 3 clusters Score -2.508632e+07 nChanged 375
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Mstep: Class 2 contains 41393 members 
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	Iteration 219Q: 3 clusters Score -2.508631e+07 nChanged 403
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Mstep: Class 1 contains 137220 members 
Mstep: Class 2 contains 40994 members 
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	Iteration 220F: 3 clusters Score -2.508635e+07 nChanged 401
Entering Unmasked Mstep 
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Mstep: Class 2 contains 40601 members 
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	Iteration 221Q: 3 clusters Score -2.508632e+07 nChanged 406
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Mstep: Class 2 contains 40199 members 
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	Iteration 222Q: 3 clusters Score -2.508638e+07 nChanged 425
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Mstep: Class 2 contains 39776 members 
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	Iteration 223Q: 3 clusters Score -2.508647e+07 nChanged 416
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Mstep: Class 2 contains 39364 members 
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	Iteration 224Q: 3 clusters Score -2.508643e+07 nChanged 395
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Mstep: Class 2 contains 38971 members 
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	Iteration 225Q: 3 clusters Score -2.508646e+07 nChanged 449
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Mstep: Class 2 contains 38522 members 
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	Iteration 226Q: 3 clusters Score -2.508651e+07 nChanged 462
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Mstep: Class 2 contains 38064 members 
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	Iteration 227Q: 3 clusters Score -2.508646e+07 nChanged 442
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Mstep: Class 2 contains 37624 members 
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	Iteration 228Q: 3 clusters Score -2.508654e+07 nChanged 443
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Mstep: Class 2 contains 37187 members 
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	Iteration 229Q: 3 clusters Score -2.508653e+07 nChanged 451
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Mstep: Class 2 contains 36740 members 
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	Iteration 230Q: 3 clusters Score -2.50866e+07 nChanged 461
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Mstep: Class 2 contains 36279 members 
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	Iteration 231Q: 3 clusters Score -2.508663e+07 nChanged 460
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Mstep: Class 2 contains 35821 members 
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	Iteration 232Q: 3 clusters Score -2.508663e+07 nChanged 442
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Mstep: Class 2 contains 35381 members 
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	Iteration 233Q: 3 clusters Score -2.508673e+07 nChanged 457
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Mstep: Class 2 contains 34926 members 
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	Iteration 234Q: 3 clusters Score -2.508674e+07 nChanged 500
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Mstep: Class 2 contains 34426 members 
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	Iteration 235Q: 3 clusters Score -2.508683e+07 nChanged 515
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Mstep: Class 2 contains 33911 members 
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	Iteration 236Q: 3 clusters Score -2.508692e+07 nChanged 529
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Mstep: Class 2 contains 33382 members 
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	Iteration 237Q: 3 clusters Score -2.508706e+07 nChanged 579
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Mstep: Class 2 contains 32803 members 
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	Iteration 238Q: 3 clusters Score -2.508716e+07 nChanged 621
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	Iteration 239Q: 3 clusters Score -2.508722e+07 nChanged 603
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Mstep: Class 2 contains 31581 members 
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	Iteration 240F: 3 clusters Score -2.508729e+07 nChanged 596
Entering Unmasked Mstep 
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Mstep: Class 2 contains 30985 members 
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	Iteration 241Q: 3 clusters Score -2.508734e+07 nChanged 600
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Mstep: Class 2 contains 30385 members 
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	Iteration 242Q: 3 clusters Score -2.508746e+07 nChanged 592
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Mstep: Class 2 contains 29795 members 
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	Iteration 243Q: 3 clusters Score -2.508754e+07 nChanged 620
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Mstep: Class 2 contains 29175 members 
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	Iteration 244Q: 3 clusters Score -2.508768e+07 nChanged 670
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Mstep: Class 2 contains 28507 members 
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	Iteration 245Q: 3 clusters Score -2.508778e+07 nChanged 659
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Mstep: Class 2 contains 27848 members 
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	Iteration 246Q: 3 clusters Score -2.508781e+07 nChanged 665
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Mstep: Class 2 contains 27185 members 
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	Iteration 247Q: 3 clusters Score -2.508799e+07 nChanged 696
Entering Unmasked Mstep 
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Mstep: Class 2 contains 26489 members 
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	Iteration 248Q: 3 clusters Score -2.508853e+07 nChanged 745
Entering Unmasked Mstep 
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Mstep: Class 2 contains 25744 members 
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	Iteration 249Q: 3 clusters Score -2.508903e+07 nChanged 885
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Mstep: Class 2 contains 24863 members 
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	Iteration 250Q: 3 clusters Score -2.508968e+07 nChanged 987
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Mstep: Class 2 contains 23876 members 
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	Iteration 251Q: 3 clusters Score -2.509026e+07 nChanged 1061
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Mstep: Class 2 contains 22815 members 
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	Iteration 252Q: 3 clusters Score -2.509105e+07 nChanged 1171
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	Iteration 253Q: 3 clusters Score -2.50921e+07 nChanged 1362
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	Iteration 254Q: 3 clusters Score -2.509326e+07 nChanged 1438
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	Iteration 255Q: 3 clusters Score -2.509423e+07 nChanged 1549
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Mstep: Class 2 contains 17295 members 
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	Iteration 256Q: 3 clusters Score -2.509512e+07 nChanged 1629
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Mstep: Class 2 contains 15666 members 
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	Iteration 257Q: 3 clusters Score -2.509597e+07 nChanged 1739
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Mstep: Class 2 contains 13927 members 
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	Iteration 258Q: 3 clusters Score -2.509697e+07 nChanged 1693
Entering Unmasked Mstep 
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Mstep: Class 2 contains 12234 members 
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	Iteration 259Q: 3 clusters Score -2.509764e+07 nChanged 1624
Entering Unmasked Mstep 
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Mstep: Class 2 contains 10610 members 
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	Iteration 260F: 3 clusters Score -2.509816e+07 nChanged 1499
Entering Unmasked Mstep 
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Mstep: Class 2 contains 9111 members 
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	Iteration 261Q: 3 clusters Score -2.50984e+07 nChanged 1382
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7731 members 
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	Iteration 262Q: 3 clusters Score -2.509832e+07 nChanged 1221
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Mstep: Class 2 contains 6512 members 
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	Iteration 263Q: 3 clusters Score -2.509822e+07 nChanged 1073
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Mstep: Class 2 contains 5443 members 
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	Iteration 264Q: 3 clusters Score -2.509802e+07 nChanged 898
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4547 members 
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	Iteration 265Q: 3 clusters Score -2.509775e+07 nChanged 699
Entering Unmasked Mstep 
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	Iteration 266Q: 3 clusters Score -2.509766e+07 nChanged 558
Entering Unmasked Mstep 
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	Iteration 267Q: 3 clusters Score -2.509764e+07 nChanged 454
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	Iteration 268Q: 3 clusters Score -2.509753e+07 nChanged 328
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Mstep: Class 2 contains 2530 members 
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	Iteration 269Q: 3 clusters Score -2.509746e+07 nChanged 242
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	Iteration 270Q: 3 clusters Score -2.509738e+07 nChanged 185
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	Iteration 271Q: 3 clusters Score -2.509726e+07 nChanged 136
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Mstep: Class 2 contains 2011 members 
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	Iteration 272Q: 3 clusters Score -2.509723e+07 nChanged 90
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Mstep: Class 2 contains 1929 members 
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	Iteration 273Q: 3 clusters Score -2.509714e+07 nChanged 82
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	Iteration 274Q: 3 clusters Score -2.509707e+07 nChanged 64
Entering Unmasked Mstep 
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	Iteration 275Q: 3 clusters Score -2.509704e+07 nChanged 42
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	Iteration 276Q: 3 clusters Score -2.509702e+07 nChanged 33
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	Iteration 277Q: 3 clusters Score -2.509701e+07 nChanged 21
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	Iteration 278Q: 3 clusters Score -2.509698e+07 nChanged 14
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	Iteration 279Q: 3 clusters Score -2.509695e+07 nChanged 9
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Mstep: Class 2 contains 1672 members 
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	Iteration 280F: 3 clusters Score -2.509695e+07 nChanged 12
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	Iteration 281Q: 3 clusters Score -2.509695e+07 nChanged 4
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	Iteration 282Q: 3 clusters Score -2.509694e+07 nChanged 1
Entering Unmasked Mstep 
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	Iteration 283Q: 3 clusters Score -2.509693e+07 nChanged 4
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	Iteration 284Q: 3 clusters Score -2.509693e+07 nChanged 2
Entering Unmasked Mstep 
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	Iteration 285Q: 3 clusters Score -2.509693e+07 nChanged 3
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	Iteration 286Q: 3 clusters Score -2.509694e+07 nChanged 3
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	Iteration 287Q: 3 clusters Score -2.509692e+07 nChanged 4
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	Iteration 288Q: 3 clusters Score -2.509691e+07 nChanged 5
Entering Unmasked Mstep 
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	Iteration 289Q: 3 clusters Score -2.509691e+07 nChanged 6
Entering Unmasked Mstep 
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	Iteration 290Q: 3 clusters Score -2.50969e+07 nChanged 2
Entering Unmasked Mstep 
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	Iteration 291Q: 3 clusters Score -2.509691e+07 nChanged 5
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	Iteration 292Q: 3 clusters Score -2.509689e+07 nChanged 5
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	Iteration 293Q: 3 clusters Score -2.509688e+07 nChanged 6
Entering Unmasked Mstep 
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	Iteration 294Q: 3 clusters Score -2.509688e+07 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 176597 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -25096864.000000 Penalty: 5997.007324
	Iteration 295Q: 3 clusters Score -2.509686e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176605 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -25096872.000000 Penalty: 5997.007324
	Iteration 296Q: 3 clusters Score -2.509687e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176610 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -25096876.000000 Penalty: 5997.007324
	Iteration 297Q: 3 clusters Score -2.509688e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176616 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -25096858.000000 Penalty: 5997.007324
	Iteration 298Q: 3 clusters Score -2.509686e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176623 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -25096860.000000 Penalty: 5997.007324
	Iteration 299Q: 3 clusters Score -2.509686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176626 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -25096856.000000 Penalty: 5997.007324
	Iteration 300F: 3 clusters Score -2.509686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176630 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -25096854.000000 Penalty: 5997.007324
	Iteration 301Q: 3 clusters Score -2.509685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176630 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -25096848.000000 Penalty: 5997.007324
	Iteration 302Q: 3 clusters Score -2.509685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176631 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -25096838.000000 Penalty: 5997.007324
	Iteration 303Q: 3 clusters Score -2.509684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176633 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -25096850.000000 Penalty: 5997.007324
	Iteration 304Q: 3 clusters Score -2.509685e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176634 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -25096842.000000 Penalty: 5997.007324
	Iteration 305Q: 3 clusters Score -2.509684e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176634 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -25096842.000000 Penalty: 5997.007324
	Iteration 306F: 3 clusters Score -2.509684e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (33987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Entering Unmasked Estep 
Score: -4813225.000000 Penalty: 2587.565674
	Iteration 0F: 2 clusters Score -4813225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -4789866.500000 Penalty: 5175.131348
	Iteration 0F: 3 clusters Score -4789866 nChanged 15416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -4798506.500000 Penalty: 5175.131348
	Iteration 1F: 3 clusters Score -4798506 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -4799056.500000 Penalty: 5175.131348
	Iteration 2Q: 3 clusters Score -4799056 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -4799519.500000 Penalty: 5175.131348
	Iteration 3Q: 3 clusters Score -4799520 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -4800020.000000 Penalty: 5175.131348
	Iteration 4Q: 3 clusters Score -4800020 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -4800579.500000 Penalty: 5175.131348
	Iteration 5Q: 3 clusters Score -4800580 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -4801360.000000 Penalty: 5175.131348
	Iteration 6Q: 3 clusters Score -4801360 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -4802381.500000 Penalty: 5175.131348
	Iteration 7Q: 3 clusters Score -4802382 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -4803670.000000 Penalty: 5175.131348
	Iteration 8F: 3 clusters Score -4803670 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -4805217.000000 Penalty: 5175.131348
	Iteration 9F: 3 clusters Score -4805217 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -4806824.500000 Penalty: 5175.131348
	Iteration 10F: 3 clusters Score -4806824 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -4808359.000000 Penalty: 5175.131348
	Iteration 11F: 3 clusters Score -4808359 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -4809472.000000 Penalty: 5175.131348
	Iteration 12Q: 3 clusters Score -4809472 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4810167.500000 Penalty: 5175.131348
	Iteration 13Q: 3 clusters Score -4810168 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4810552.000000 Penalty: 5175.131348
	Iteration 14Q: 3 clusters Score -4810552 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4810750.500000 Penalty: 5175.131348
	Iteration 15Q: 3 clusters Score -4810750 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4810849.500000 Penalty: 5175.131348
	Iteration 16Q: 3 clusters Score -4810850 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4810895.500000 Penalty: 5175.131348
	Iteration 17Q: 3 clusters Score -4810896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4810915.500000 Penalty: 5175.131348
	Iteration 18Q: 3 clusters Score -4810916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4810944.000000 Penalty: 5175.131348
	Iteration 19Q: 3 clusters Score -4810944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4810956.500000 Penalty: 5175.131348
	Iteration 20F: 3 clusters Score -4810956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4810969.500000 Penalty: 5175.131348
	Iteration 21Q: 3 clusters Score -4810970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33700 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4810968.000000 Penalty: 5175.131348
	Iteration 22Q: 3 clusters Score -4810968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4810979.000000 Penalty: 5175.131348
	Iteration 23Q: 3 clusters Score -4810979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4810990.000000 Penalty: 5175.131348
	Iteration 24Q: 3 clusters Score -4810990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4810995.500000 Penalty: 5175.131348
	Iteration 25Q: 3 clusters Score -4810996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4811002.500000 Penalty: 5175.131348
	Iteration 26Q: 3 clusters Score -4811002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4810998.500000 Penalty: 5175.131348
	Iteration 27Q: 3 clusters Score -4810998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4811008.000000 Penalty: 5175.131348
	Iteration 28Q: 3 clusters Score -4811008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4811010.000000 Penalty: 5175.131348
	Iteration 29Q: 3 clusters Score -4811010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4811009.500000 Penalty: 5175.131348
	Iteration 30Q: 3 clusters Score -4811010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4811009.500000 Penalty: 5175.131348
	Iteration 31F: 3 clusters Score -4811010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Entering Unmasked Estep 
Score: -260261.140625 Penalty: 1954.251953
	Iteration 0F: 2 clusters Score -260261.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -257869.234375 Penalty: 3908.503906
	Iteration 0F: 3 clusters Score -257869.2 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -262131.953125 Penalty: 3908.503906
	Iteration 1F: 3 clusters Score -262132 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -263783.125000 Penalty: 3908.503906
	Iteration 2F: 3 clusters Score -263783.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -265498.937500 Penalty: 3908.503906
	Iteration 3F: 3 clusters Score -265498.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -266871.531250 Penalty: 3908.503906
	Iteration 4F: 3 clusters Score -266871.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -267290.500000 Penalty: 3908.503906
	Iteration 5Q: 3 clusters Score -267290.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -267593.718750 Penalty: 3908.503906
	Iteration 6Q: 3 clusters Score -267593.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -268157.843750 Penalty: 3908.503906
	Iteration 7Q: 3 clusters Score -268157.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -269074.375000 Penalty: 3908.503906
	Iteration 8Q: 3 clusters Score -269074.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -270459.218750 Penalty: 3908.503906
	Iteration 9Q: 3 clusters Score -270459.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -272253.156250 Penalty: 3908.503906
	Iteration 10Q: 3 clusters Score -272253.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -273801.656250 Penalty: 3908.503906
	Iteration 11Q: 3 clusters Score -273801.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -275585.093750 Penalty: 3908.503906
	Iteration 12Q: 3 clusters Score -275585.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -276794.687500 Penalty: 3908.503906
	Iteration 13Q: 3 clusters Score -276794.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -278946.093750 Penalty: 3908.503906
	Iteration 14Q: 3 clusters Score -278946.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -281050.812500 Penalty: 3908.503906
	Iteration 15Q: 3 clusters Score -281050.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -281354.312500 Penalty: 3908.503906
	Iteration 16Q: 3 clusters Score -281354.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -281354.312500 Penalty: 3908.503906
	Iteration 17F: 3 clusters Score -281354.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 160615 members 
Mstep: Class 2 contains 652 members 
Mstep: Class 3 contains 8077 members 
Mstep: Class 4 contains 593 members 
Mstep: Class 5 contains 67793 members 
Mstep: Class 6 contains 134122 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 34915 members 
Mstep: Class 10 contains 1628 members 
Mstep: Class 12 contains 3937 members 
Mstep: Class 13 contains 18131 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 44822 members 
Mstep: Class 16 contains 178214 members 
Mstep: Class 17 contains 33987 members 
Mstep: Class 18 contains 1314 members 
Mstep: Class 19 contains 71745 members 
Mstep: Class 20 contains 25958 members 
Mstep: Class 21 contains 172623 members 
Entering Unmasked Estep 
Score: -132676024.000000 Penalty: 64911.632812
Splitting cluster 18 changes total score from -132656032.000000 to -132676024.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 19 (71745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71745 members 
Entering Unmasked Estep 
Score: -10167755.000000 Penalty: 2772.856689
	Iteration 0F: 2 clusters Score -1.016776e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -10119490.000000 Penalty: 5545.713379
	Iteration 0F: 3 clusters Score -1.011949e+07 nChanged 33731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -10138485.000000 Penalty: 5545.713379
	Iteration 1F: 3 clusters Score -1.013848e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -10139097.000000 Penalty: 5545.713379
	Iteration 2Q: 3 clusters Score -1.01391e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -10139691.000000 Penalty: 5545.713379
	Iteration 3Q: 3 clusters Score -1.013969e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -10140323.000000 Penalty: 5545.713379
	Iteration 4Q: 3 clusters Score -1.014032e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 40351 members 
Entering Unmasked Estep 
Score: -10141188.000000 Penalty: 5545.713379
	Iteration 5Q: 3 clusters Score -1.014119e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
Score: -10142302.000000 Penalty: 5545.713379
	Iteration 6Q: 3 clusters Score -1.01423e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 45302 members 
Entering Unmasked Estep 
Score: -10144025.000000 Penalty: 5545.713379
	Iteration 7Q: 3 clusters Score -1.014402e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 49094 members 
Entering Unmasked Estep 
Score: -10146604.000000 Penalty: 5545.713379
	Iteration 8F: 3 clusters Score -1.01466e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 53614 members 
Entering Unmasked Estep 
Score: -10150450.000000 Penalty: 5545.713379
	Iteration 9F: 3 clusters Score -1.015045e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 58448 members 
Entering Unmasked Estep 
Score: -10154828.000000 Penalty: 5545.713379
	Iteration 10F: 3 clusters Score -1.015483e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 62650 members 
Entering Unmasked Estep 
Score: -10158787.000000 Penalty: 5545.713379
	Iteration 11F: 3 clusters Score -1.015879e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 65684 members 
Entering Unmasked Estep 
Score: -10161592.000000 Penalty: 5545.713379
	Iteration 12Q: 3 clusters Score -1.016159e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 67551 members 
Entering Unmasked Estep 
Score: -10163300.000000 Penalty: 5545.713379
	Iteration 13Q: 3 clusters Score -1.01633e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 68683 members 
Entering Unmasked Estep 
Score: -10164134.000000 Penalty: 5545.713379
	Iteration 14Q: 3 clusters Score -1.016413e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 69390 members 
Entering Unmasked Estep 
Score: -10164653.000000 Penalty: 5545.713379
	Iteration 15Q: 3 clusters Score -1.016465e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 69887 members 
Entering Unmasked Estep 
Score: -10164926.000000 Penalty: 5545.713379
	Iteration 16Q: 3 clusters Score -1.016493e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 70209 members 
Entering Unmasked Estep 
Score: -10165129.000000 Penalty: 5545.713379
	Iteration 17Q: 3 clusters Score -1.016513e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 70436 members 
Entering Unmasked Estep 
Score: -10165241.000000 Penalty: 5545.713379
	Iteration 18Q: 3 clusters Score -1.016524e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 70597 members 
Entering Unmasked Estep 
Score: -10165331.000000 Penalty: 5545.713379
	Iteration 19Q: 3 clusters Score -1.016533e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 70721 members 
Entering Unmasked Estep 
Score: -10165402.000000 Penalty: 5545.713379
	Iteration 20F: 3 clusters Score -1.01654e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 70819 members 
Entering Unmasked Estep 
Score: -10165427.000000 Penalty: 5545.713379
	Iteration 21Q: 3 clusters Score -1.016543e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 70890 members 
Entering Unmasked Estep 
Score: -10165454.000000 Penalty: 5545.713379
	Iteration 22Q: 3 clusters Score -1.016545e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 70946 members 
Entering Unmasked Estep 
Score: -10165484.000000 Penalty: 5545.713379
	Iteration 23Q: 3 clusters Score -1.016548e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 70992 members 
Entering Unmasked Estep 
Score: -10165511.000000 Penalty: 5545.713379
	Iteration 24Q: 3 clusters Score -1.016551e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 71029 members 
Entering Unmasked Estep 
Score: -10165561.000000 Penalty: 5545.713379
	Iteration 25Q: 3 clusters Score -1.016556e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 71060 members 
Entering Unmasked Estep 
Score: -10165565.000000 Penalty: 5545.713379
	Iteration 26Q: 3 clusters Score -1.016556e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 71086 members 
Entering Unmasked Estep 
Score: -10165602.000000 Penalty: 5545.713379
	Iteration 27Q: 3 clusters Score -1.01656e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 71106 members 
Entering Unmasked Estep 
Score: -10165594.000000 Penalty: 5545.713379
	Iteration 28Q: 3 clusters Score -1.016559e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 71120 members 
Entering Unmasked Estep 
Score: -10165615.000000 Penalty: 5545.713379
	Iteration 29Q: 3 clusters Score -1.016562e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 71130 members 
Entering Unmasked Estep 
Score: -10165609.000000 Penalty: 5545.713379
	Iteration 30Q: 3 clusters Score -1.016561e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 71140 members 
Entering Unmasked Estep 
Score: -10165617.000000 Penalty: 5545.713379
	Iteration 31Q: 3 clusters Score -1.016562e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 71147 members 
Entering Unmasked Estep 
Score: -10165631.000000 Penalty: 5545.713379
	Iteration 32Q: 3 clusters Score -1.016563e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 71155 members 
Entering Unmasked Estep 
Score: -10165638.000000 Penalty: 5545.713379
	Iteration 33Q: 3 clusters Score -1.016564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 71159 members 
Entering Unmasked Estep 
Score: -10165632.000000 Penalty: 5545.713379
	Iteration 34Q: 3 clusters Score -1.016563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 71162 members 
Entering Unmasked Estep 
Score: -10165636.000000 Penalty: 5545.713379
	Iteration 35Q: 3 clusters Score -1.016564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 71165 members 
Entering Unmasked Estep 
Score: -10165626.000000 Penalty: 5545.713379
	Iteration 36Q: 3 clusters Score -1.016563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 71166 members 
Entering Unmasked Estep 
Score: -10165629.000000 Penalty: 5545.713379
	Iteration 37Q: 3 clusters Score -1.016563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 71167 members 
Entering Unmasked Estep 
Score: -10165640.000000 Penalty: 5545.713379
	Iteration 38Q: 3 clusters Score -1.016564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 71168 members 
Entering Unmasked Estep 
Score: -10165640.000000 Penalty: 5545.713379
	Iteration 39Q: 3 clusters Score -1.016564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 71169 members 
Entering Unmasked Estep 
Score: -10165640.000000 Penalty: 5545.713379
	Iteration 40F: 3 clusters Score -1.016564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 71168 members 
Entering Unmasked Estep 
Score: -10165641.000000 Penalty: 5545.713379
	Iteration 41Q: 3 clusters Score -1.016564e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 71168 members 
Entering Unmasked Estep 
Score: -10165641.000000 Penalty: 5545.713379
	Iteration 42F: 3 clusters Score -1.016564e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Entering Unmasked Estep 
Score: -3692599.250000 Penalty: 2520.730225
	Iteration 0F: 2 clusters Score -3692599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -3674615.750000 Penalty: 5041.460449
	Iteration 0F: 3 clusters Score -3674616 nChanged 11604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -3680877.500000 Penalty: 5041.460449
	Iteration 1F: 3 clusters Score -3680878 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -3681381.000000 Penalty: 5041.460449
	Iteration 2F: 3 clusters Score -3681381 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -3681817.750000 Penalty: 5041.460449
	Iteration 3Q: 3 clusters Score -3681818 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -3682285.500000 Penalty: 5041.460449
	Iteration 4Q: 3 clusters Score -3682286 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -3682843.250000 Penalty: 5041.460449
	Iteration 5Q: 3 clusters Score -3682843 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -3683526.750000 Penalty: 5041.460449
	Iteration 6F: 3 clusters Score -3683527 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -3684499.500000 Penalty: 5041.460449
	Iteration 7F: 3 clusters Score -3684500 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -3685666.250000 Penalty: 5041.460449
	Iteration 8F: 3 clusters Score -3685666 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -3686889.750000 Penalty: 5041.460449
	Iteration 9F: 3 clusters Score -3686890 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -3688017.000000 Penalty: 5041.460449
	Iteration 10F: 3 clusters Score -3688017 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -3688922.500000 Penalty: 5041.460449
	Iteration 11Q: 3 clusters Score -3688922 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3689490.750000 Penalty: 5041.460449
	Iteration 12Q: 3 clusters Score -3689491 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3689864.000000 Penalty: 5041.460449
	Iteration 13Q: 3 clusters Score -3689864 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3690119.000000 Penalty: 5041.460449
	Iteration 14Q: 3 clusters Score -3690119 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3690263.000000 Penalty: 5041.460449
	Iteration 15Q: 3 clusters Score -3690263 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3690358.750000 Penalty: 5041.460449
	Iteration 16Q: 3 clusters Score -3690359 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3690419.500000 Penalty: 5041.460449
	Iteration 17Q: 3 clusters Score -3690420 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3690472.500000 Penalty: 5041.460449
	Iteration 18Q: 3 clusters Score -3690472 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3690500.000000 Penalty: 5041.460449
	Iteration 19Q: 3 clusters Score -3690500 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3690515.750000 Penalty: 5041.460449
	Iteration 20F: 3 clusters Score -3690516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3690523.750000 Penalty: 5041.460449
	Iteration 21Q: 3 clusters Score -3690524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3690529.000000 Penalty: 5041.460449
	Iteration 22Q: 3 clusters Score -3690529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3690537.250000 Penalty: 5041.460449
	Iteration 23Q: 3 clusters Score -3690537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3690536.000000 Penalty: 5041.460449
	Iteration 24Q: 3 clusters Score -3690536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3690543.500000 Penalty: 5041.460449
	Iteration 25Q: 3 clusters Score -3690544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3690544.250000 Penalty: 5041.460449
	Iteration 26Q: 3 clusters Score -3690544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3690545.250000 Penalty: 5041.460449
	Iteration 27Q: 3 clusters Score -3690545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3690544.750000 Penalty: 5041.460449
	Iteration 28Q: 3 clusters Score -3690545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3690548.500000 Penalty: 5041.460449
	Iteration 29Q: 3 clusters Score -3690548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3690548.500000 Penalty: 5041.460449
	Iteration 30F: 3 clusters Score -3690548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (172623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172623 members 
Entering Unmasked Estep 
Score: -24074004.000000 Penalty: 2990.598633
	Iteration 0F: 2 clusters Score -2.4074e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85959 members 
Mstep: Class 2 contains 86664 members 
Entering Unmasked Estep 
Score: -23964386.000000 Penalty: 5981.197266
	Iteration 0F: 3 clusters Score -2.396439e+07 nChanged 82836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80599 members 
Mstep: Class 2 contains 92024 members 
Entering Unmasked Estep 
Score: -24013006.000000 Penalty: 5981.197266
	Iteration 1F: 3 clusters Score -2.401301e+07 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77699 members 
Mstep: Class 2 contains 94924 members 
Entering Unmasked Estep 
Score: -24014334.000000 Penalty: 5981.197266
	Iteration 2Q: 3 clusters Score -2.401433e+07 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73388 members 
Mstep: Class 2 contains 99235 members 
Entering Unmasked Estep 
Score: -24016176.000000 Penalty: 5981.197266
	Iteration 3Q: 3 clusters Score -2.401618e+07 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66927 members 
Mstep: Class 2 contains 105696 members 
Entering Unmasked Estep 
Score: -24019302.000000 Penalty: 5981.197266
	Iteration 4Q: 3 clusters Score -2.40193e+07 nChanged 9691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57768 members 
Mstep: Class 2 contains 114855 members 
Entering Unmasked Estep 
Score: -24024826.000000 Penalty: 5981.197266
	Iteration 5F: 3 clusters Score -2.402483e+07 nChanged 12450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45530 members 
Mstep: Class 2 contains 127093 members 
Entering Unmasked Estep 
Score: -24034108.000000 Penalty: 5981.197266
	Iteration 6F: 3 clusters Score -2.403411e+07 nChanged 14285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 141298 members 
Entering Unmasked Estep 
Score: -24046600.000000 Penalty: 5981.197266
	Iteration 7F: 3 clusters Score -2.40466e+07 nChanged 13086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 154360 members 
Entering Unmasked Estep 
Score: -24059226.000000 Penalty: 5981.197266
	Iteration 8F: 3 clusters Score -2.405923e+07 nChanged 9192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 163546 members 
Entering Unmasked Estep 
Score: -24067380.000000 Penalty: 5981.197266
	Iteration 9F: 3 clusters Score -2.406738e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 168655 members 
Entering Unmasked Estep 
Score: -24070122.000000 Penalty: 5981.197266
	Iteration 10Q: 3 clusters Score -2.407012e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 170856 members 
Entering Unmasked Estep 
Score: -24070946.000000 Penalty: 5981.197266
	Iteration 11Q: 3 clusters Score -2.407095e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 171658 members 
Entering Unmasked Estep 
Score: -24071174.000000 Penalty: 5981.197266
	Iteration 12Q: 3 clusters Score -2.407117e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 171972 members 
Entering Unmasked Estep 
Score: -24071326.000000 Penalty: 5981.197266
	Iteration 13Q: 3 clusters Score -2.407133e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 172110 members 
Entering Unmasked Estep 
Score: -24071408.000000 Penalty: 5981.197266
	Iteration 14Q: 3 clusters Score -2.407141e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 172174 members 
Entering Unmasked Estep 
Score: -24071486.000000 Penalty: 5981.197266
	Iteration 15Q: 3 clusters Score -2.407149e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 172224 members 
Entering Unmasked Estep 
Score: -24071506.000000 Penalty: 5981.197266
	Iteration 16Q: 3 clusters Score -2.407151e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 172251 members 
Entering Unmasked Estep 
Score: -24071540.000000 Penalty: 5981.197266
	Iteration 17Q: 3 clusters Score -2.407154e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 172274 members 
Entering Unmasked Estep 
Score: -24071528.000000 Penalty: 5981.197266
	Iteration 18Q: 3 clusters Score -2.407153e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 172279 members 
Entering Unmasked Estep 
Score: -24071544.000000 Penalty: 5981.197266
	Iteration 19Q: 3 clusters Score -2.407154e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 172285 members 
Entering Unmasked Estep 
Score: -24071552.000000 Penalty: 5981.197266
	Iteration 20F: 3 clusters Score -2.407155e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 172291 members 
Entering Unmasked Estep 
Score: -24071558.000000 Penalty: 5981.197266
	Iteration 21Q: 3 clusters Score -2.407156e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 172297 members 
Entering Unmasked Estep 
Score: -24071550.000000 Penalty: 5981.197266
	Iteration 22Q: 3 clusters Score -2.407155e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 172300 members 
Entering Unmasked Estep 
Score: -24071566.000000 Penalty: 5981.197266
	Iteration 23Q: 3 clusters Score -2.407157e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 172301 members 
Entering Unmasked Estep 
Score: -24071578.000000 Penalty: 5981.197266
	Iteration 24Q: 3 clusters Score -2.407158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 172304 members 
Entering Unmasked Estep 
Score: -24071574.000000 Penalty: 5981.197266
	Iteration 25Q: 3 clusters Score -2.407157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 172306 members 
Entering Unmasked Estep 
Score: -24071572.000000 Penalty: 5981.197266
	Iteration 26Q: 3 clusters Score -2.407157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 172308 members 
Entering Unmasked Estep 
Score: -24071578.000000 Penalty: 5981.197266
	Iteration 27Q: 3 clusters Score -2.407158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 172310 members 
Entering Unmasked Estep 
Score: -24071578.000000 Penalty: 5981.197266
	Iteration 28Q: 3 clusters Score -2.407158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 172309 members 
Entering Unmasked Estep 
Score: -24071586.000000 Penalty: 5981.197266
	Iteration 29Q: 3 clusters Score -2.407159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 172310 members 
Entering Unmasked Estep 
Score: -24071584.000000 Penalty: 5981.197266
	Iteration 30Q: 3 clusters Score -2.407158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 172311 members 
Entering Unmasked Estep 
Score: -24071600.000000 Penalty: 5981.197266
	Iteration 31Q: 3 clusters Score -2.40716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 172312 members 
Entering Unmasked Estep 
Score: -24071604.000000 Penalty: 5981.197266
	Iteration 32Q: 3 clusters Score -2.40716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 172314 members 
Entering Unmasked Estep 
Score: -24071602.000000 Penalty: 5981.197266
	Iteration 33Q: 3 clusters Score -2.40716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 172313 members 
Entering Unmasked Estep 
Score: -24071602.000000 Penalty: 5981.197266
	Iteration 34Q: 3 clusters Score -2.40716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 172316 members 
Entering Unmasked Estep 
Score: -24071588.000000 Penalty: 5981.197266
	Iteration 35Q: 3 clusters Score -2.407159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 172317 members 
Entering Unmasked Estep 
Score: -24071576.000000 Penalty: 5981.197266
	Iteration 36Q: 3 clusters Score -2.407158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 172317 members 
Entering Unmasked Estep 
Score: -24071576.000000 Penalty: 5981.197266
	Iteration 37F: 3 clusters Score -2.407158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 160615 members 
Mstep: Class 2 contains 652 members 
Mstep: Class 3 contains 8077 members 
Mstep: Class 5 contains 67793 members 
Mstep: Class 6 contains 134122 members 
Mstep: Class 8 contains 34915 members 
Mstep: Class 10 contains 1628 members 
Mstep: Class 12 contains 3937 members 
Mstep: Class 13 contains 18131 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 44822 members 
Mstep: Class 16 contains 178214 members 
Mstep: Class 17 contains 33987 members 
Mstep: Class 18 contains 1314 members 
Mstep: Class 19 contains 71745 members 
Mstep: Class 20 contains 25958 members 
Mstep: Class 21 contains 172623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132677168.000000 Penalty: 64911.632812
Iteration 39Q: 20 clusters Score -1.326772e+08 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 159206 members 
Mstep: Class 2 contains 655 members 
Mstep: Class 3 contains 8089 members 
Mstep: Class 4 contains 598 members 
Mstep: Class 5 contains 67735 members 
Mstep: Class 6 contains 133980 members 
Mstep: Class 7 contains 1323 members 
Mstep: Class 8 contains 35013 members 
Mstep: Class 10 contains 1884 members 
Mstep: Class 12 contains 3936 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 44911 members 
Mstep: Class 16 contains 178150 members 
Mstep: Class 17 contains 33900 members 
Mstep: Class 18 contains 1313 members 
Mstep: Class 19 contains 71443 members 
Mstep: Class 20 contains 26322 members 
Mstep: Class 21 contains 173857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132677976.000000 Penalty: 64911.632812
Iteration 40F: 20 clusters Score -1.32678e+08 nChanged 8382
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 158363 members 
Mstep: Class 2 contains 663 members 
Mstep: Class 3 contains 8156 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 67651 members 
Mstep: Class 6 contains 133821 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 35104 members 
Mstep: Class 10 contains 1993 members 
Mstep: Class 12 contains 3938 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 44996 members 
Mstep: Class 16 contains 178088 members 
Mstep: Class 17 contains 33909 members 
Mstep: Class 18 contains 1317 members 
Mstep: Class 19 contains 71140 members 
Mstep: Class 20 contains 26905 members 
Mstep: Class 21 contains 174342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132677808.000000 Penalty: 64911.632812
Iteration 41Q: 20 clusters Score -1.326778e+08 nChanged 8101
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 158036 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8178 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 67585 members 
Mstep: Class 6 contains 133763 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 35203 members 
Mstep: Class 10 contains 2051 members 
Mstep: Class 12 contains 3938 members 
Mstep: Class 13 contains 18166 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 45136 members 
Mstep: Class 16 contains 178071 members 
Mstep: Class 17 contains 33946 members 
Mstep: Class 18 contains 1317 members 
Mstep: Class 19 contains 70897 members 
Mstep: Class 20 contains 27402 members 
Mstep: Class 21 contains 174183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132677672.000000 Penalty: 64911.632812
Iteration 42Q: 20 clusters Score -1.326777e+08 nChanged 7465
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 158331 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8194 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 67522 members 
Mstep: Class 6 contains 133729 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 35255 members 
Mstep: Class 10 contains 2096 members 
Mstep: Class 12 contains 3936 members 
Mstep: Class 13 contains 18178 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 45325 members 
Mstep: Class 16 contains 178041 members 
Mstep: Class 17 contains 33952 members 
Mstep: Class 18 contains 1317 members 
Mstep: Class 19 contains 70716 members 
Mstep: Class 20 contains 27815 members 
Mstep: Class 21 contains 173466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132677696.000000 Penalty: 64911.632812
Iteration 43Q: 20 clusters Score -1.326777e+08 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 159193 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8197 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 67434 members 
Mstep: Class 6 contains 133721 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 35290 members 
Mstep: Class 10 contains 2125 members 
Mstep: Class 12 contains 3937 members 
Mstep: Class 13 contains 18178 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 45562 members 
Mstep: Class 16 contains 178035 members 
Mstep: Class 17 contains 33970 members 
Mstep: Class 18 contains 1317 members 
Mstep: Class 19 contains 70621 members 
Mstep: Class 20 contains 28184 members 
Mstep: Class 21 contains 172109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132678320.000000 Penalty: 64911.632812
Iteration 44Q: 20 clusters Score -1.326783e+08 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 160524 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8200 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 67321 members 
Mstep: Class 6 contains 133728 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 35293 members 
Mstep: Class 10 contains 2139 members 
Mstep: Class 12 contains 3937 members 
Mstep: Class 13 contains 18185 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 45857 members 
Mstep: Class 16 contains 178015 members 
Mstep: Class 17 contains 34000 members 
Mstep: Class 18 contains 1317 members 
Mstep: Class 19 contains 70588 members 
Mstep: Class 20 contains 28525 members 
Mstep: Class 21 contains 170244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132679488.000000 Penalty: 64911.632812
Iteration 45Q: 20 clusters Score -1.326795e+08 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 162204 members 
Mstep: Class 2 contains 662 members 
Mstep: Class 3 contains 8203 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 67199 members 
Mstep: Class 6 contains 133717 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 35283 members 
Mstep: Class 10 contains 2152 members 
Mstep: Class 12 contains 3936 members 
Mstep: Class 13 contains 18205 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 46198 members 
Mstep: Class 16 contains 177976 members 
Mstep: Class 17 contains 34014 members 
Mstep: Class 18 contains 1317 members 
Mstep: Class 19 contains 70506 members 
Mstep: Class 20 contains 28795 members 
Mstep: Class 21 contains 168171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132679792.000000 Penalty: 64911.632812
Iteration 46Q: 20 clusters Score -1.326798e+08 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 163984 members 
Mstep: Class 2 contains 663 members 
Mstep: Class 3 contains 8198 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 67118 members 
Mstep: Class 6 contains 133652 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 35243 members 
Mstep: Class 10 contains 2163 members 
Mstep: Class 12 contains 3936 members 
Mstep: Class 13 contains 18220 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 46575 members 
Mstep: Class 16 contains 177948 members 
Mstep: Class 17 contains 34021 members 
Mstep: Class 18 contains 1317 members 
Mstep: Class 19 contains 70418 members 
Mstep: Class 20 contains 28984 members 
Mstep: Class 21 contains 166098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132680312.000000 Penalty: 64911.632812
Iteration 47Q: 20 clusters Score -1.326803e+08 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 165666 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8189 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 67030 members 
Mstep: Class 6 contains 133568 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 35216 members 
Mstep: Class 10 contains 2170 members 
Mstep: Class 12 contains 3937 members 
Mstep: Class 13 contains 18233 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 46959 members 
Mstep: Class 16 contains 177910 members 
Mstep: Class 17 contains 34012 members 
Mstep: Class 18 contains 1317 members 
Mstep: Class 19 contains 70316 members 
Mstep: Class 20 contains 29109 members 
Mstep: Class 21 contains 164242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132681176.000000 Penalty: 64911.632812
Iteration 48Q: 20 clusters Score -1.326812e+08 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 167142 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8180 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 66973 members 
Mstep: Class 6 contains 133481 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 35191 members 
Mstep: Class 10 contains 2179 members 
Mstep: Class 12 contains 3936 members 
Mstep: Class 13 contains 18226 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 47327 members 
Mstep: Class 16 contains 177914 members 
Mstep: Class 17 contains 34016 members 
Mstep: Class 18 contains 1317 members 
Mstep: Class 19 contains 70189 members 
Mstep: Class 20 contains 29165 members 
Mstep: Class 21 contains 162637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132681088.000000 Penalty: 64911.632812
Iteration 49Q: 20 clusters Score -1.326811e+08 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 168314 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8181 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 66924 members 
Mstep: Class 6 contains 133373 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 35188 members 
Mstep: Class 10 contains 2185 members 
Mstep: Class 12 contains 3936 members 
Mstep: Class 13 contains 18225 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 47672 members 
Mstep: Class 16 contains 177910 members 
Mstep: Class 17 contains 34103 members 
Mstep: Class 18 contains 1317 members 
Mstep: Class 19 contains 70056 members 
Mstep: Class 20 contains 29218 members 
Mstep: Class 21 contains 161271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132681256.000000 Penalty: 64911.632812
Iteration 50Q: 20 clusters Score -1.326813e+08 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 169069 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8179 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 66850 members 
Mstep: Class 6 contains 133294 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 35196 members 
Mstep: Class 10 contains 2189 members 
Mstep: Class 12 contains 3934 members 
Mstep: Class 13 contains 18224 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 47975 members 
Mstep: Class 16 contains 177923 members 
Mstep: Class 17 contains 34189 members 
Mstep: Class 18 contains 1317 members 
Mstep: Class 19 contains 69968 members 
Mstep: Class 20 contains 29213 members 
Mstep: Class 21 contains 160352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132681416.000000 Penalty: 64911.632812
Iteration 51Q: 20 clusters Score -1.326814e+08 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 169342 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 8196 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 66812 members 
Mstep: Class 6 contains 133246 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 35194 members 
Mstep: Class 10 contains 2194 members 
Mstep: Class 12 contains 3935 members 
Mstep: Class 13 contains 18226 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 48270 members 
Mstep: Class 16 contains 177960 members 
Mstep: Class 17 contains 34312 members 
Mstep: Class 18 contains 1317 members 
Mstep: Class 19 contains 69873 members 
Mstep: Class 20 contains 29183 members 
Mstep: Class 21 contains 159810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132681744.000000 Penalty: 64911.632812
Iteration 52Q: 20 clusters Score -1.326817e+08 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 169162 members 
Mstep: Class 2 contains 671 members 
Mstep: Class 3 contains 8209 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 66797 members 
Mstep: Class 6 contains 133190 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 35197 members 
Mstep: Class 10 contains 2199 members 
Mstep: Class 12 contains 3935 members 
Mstep: Class 13 contains 18232 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 48558 members 
Mstep: Class 16 contains 178027 members 
Mstep: Class 17 contains 34458 members 
Mstep: Class 18 contains 1317 members 
Mstep: Class 19 contains 69821 members 
Mstep: Class 20 contains 29149 members 
Mstep: Class 21 contains 159616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132681512.000000 Penalty: 64911.632812
Iteration 53Q: 20 clusters Score -1.326815e+08 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 168585 members 
Mstep: Class 2 contains 672 members 
Mstep: Class 3 contains 8214 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 66772 members 
Mstep: Class 6 contains 133170 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 35189 members 
Mstep: Class 10 contains 2203 members 
Mstep: Class 12 contains 3935 members 
Mstep: Class 13 contains 18229 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 48846 members 
Mstep: Class 16 contains 178110 members 
Mstep: Class 17 contains 34624 members 
Mstep: Class 18 contains 1317 members 
Mstep: Class 19 contains 69807 members 
Mstep: Class 20 contains 29104 members 
Mstep: Class 21 contains 159761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132681872.000000 Penalty: 64911.632812
Iteration 54Q: 20 clusters Score -1.326819e+08 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 167781 members 
Mstep: Class 2 contains 674 members 
Mstep: Class 3 contains 8228 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 66720 members 
Mstep: Class 6 contains 133172 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 35152 members 
Mstep: Class 10 contains 2203 members 
Mstep: Class 12 contains 3934 members 
Mstep: Class 13 contains 18228 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 49101 members 
Mstep: Class 16 contains 178202 members 
Mstep: Class 17 contains 34734 members 
Mstep: Class 18 contains 1317 members 
Mstep: Class 19 contains 69784 members 
Mstep: Class 20 contains 29047 members 
Mstep: Class 21 contains 160261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132682504.000000 Penalty: 64911.632812
Iteration 55Q: 20 clusters Score -1.326825e+08 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 166804 members 
Mstep: Class 2 contains 675 members 
Mstep: Class 3 contains 8232 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 66677 members 
Mstep: Class 6 contains 133167 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 35159 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 12 contains 3933 members 
Mstep: Class 13 contains 18228 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 49408 members 
Mstep: Class 16 contains 178258 members 
Mstep: Class 17 contains 34853 members 
Mstep: Class 18 contains 1317 members 
Mstep: Class 19 contains 69770 members 
Mstep: Class 20 contains 29011 members 
Mstep: Class 21 contains 160838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132683048.000000 Penalty: 64911.632812
Iteration 56Q: 20 clusters Score -1.32683e+08 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 165799 members 
Mstep: Class 2 contains 675 members 
Mstep: Class 3 contains 8229 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 66635 members 
Mstep: Class 6 contains 133180 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 35155 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 12 contains 3935 members 
Mstep: Class 13 contains 18236 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 49739 members 
Mstep: Class 16 contains 178300 members 
Mstep: Class 17 contains 34909 members 
Mstep: Class 18 contains 1317 members 
Mstep: Class 19 contains 69752 members 
Mstep: Class 20 contains 28978 members 
Mstep: Class 21 contains 161488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132683712.000000 Penalty: 64911.632812
Iteration 57Q: 20 clusters Score -1.326837e+08 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 164766 members 
Mstep: Class 2 contains 673 members 
Mstep: Class 3 contains 8227 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 66614 members 
Mstep: Class 6 contains 133191 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 35157 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 12 contains 3937 members 
Mstep: Class 13 contains 18231 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 50045 members 
Mstep: Class 16 contains 178305 members 
Mstep: Class 17 contains 34960 members 
Mstep: Class 18 contains 1317 members 
Mstep: Class 19 contains 69754 members 
Mstep: Class 20 contains 28939 members 
Mstep: Class 21 contains 162208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132684200.000000 Penalty: 64911.632812
Iteration 58Q: 20 clusters Score -1.326842e+08 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 163736 members 
Mstep: Class 2 contains 672 members 
Mstep: Class 3 contains 8233 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 66605 members 
Mstep: Class 6 contains 133215 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 35154 members 
Mstep: Class 10 contains 2218 members 
Mstep: Class 12 contains 3936 members 
Mstep: Class 13 contains 18227 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 50311 members 
Mstep: Class 16 contains 178298 members 
Mstep: Class 17 contains 35006 members 
Mstep: Class 18 contains 1317 members 
Mstep: Class 19 contains 69785 members 
Mstep: Class 20 contains 28905 members 
Mstep: Class 21 contains 162920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132684224.000000 Penalty: 64911.632812
Iteration 59Q: 20 clusters Score -1.326842e+08 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 162736 members 
Mstep: Class 2 contains 672 members 
Mstep: Class 3 contains 8233 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 66601 members 
Mstep: Class 6 contains 133217 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 35157 members 
Mstep: Class 10 contains 2222 members 
Mstep: Class 12 contains 3936 members 
Mstep: Class 13 contains 18231 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 50582 members 
Mstep: Class 16 contains 178280 members 
Mstep: Class 17 contains 35033 members 
Mstep: Class 18 contains 1317 members 
Mstep: Class 19 contains 69821 members 
Mstep: Class 20 contains 28872 members 
Mstep: Class 21 contains 163628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132684792.000000 Penalty: 64911.632812
Iteration 60F: 20 clusters Score -1.326848e+08 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 161830 members 
Mstep: Class 2 contains 672 members 
Mstep: Class 3 contains 8230 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 66575 members 
Mstep: Class 6 contains 133206 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 35193 members 
Mstep: Class 10 contains 2225 members 
Mstep: Class 12 contains 3936 members 
Mstep: Class 13 contains 18238 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 50851 members 
Mstep: Class 16 contains 178251 members 
Mstep: Class 17 contains 35073 members 
Mstep: Class 18 contains 1318 members 
Mstep: Class 19 contains 69849 members 
Mstep: Class 20 contains 28837 members 
Mstep: Class 21 contains 164255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132685080.000000 Penalty: 64911.632812
Iteration 61Q: 20 clusters Score -1.326851e+08 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 161142 members 
Mstep: Class 2 contains 672 members 
Mstep: Class 3 contains 8229 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 66538 members 
Mstep: Class 6 contains 133223 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 35231 members 
Mstep: Class 10 contains 2226 members 
Mstep: Class 12 contains 3937 members 
Mstep: Class 13 contains 18234 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 51112 members 
Mstep: Class 16 contains 178219 members 
Mstep: Class 17 contains 35104 members 
Mstep: Class 18 contains 1318 members 
Mstep: Class 19 contains 69864 members 
Mstep: Class 20 contains 28807 members 
Mstep: Class 21 contains 164683 members 
Entering Unmasked Estep 
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Iteration 62Q: 20 clusters Score -1.326852e+08 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 160510 members 
Mstep: Class 2 contains 672 members 
Mstep: Class 3 contains 8228 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 66503 members 
Mstep: Class 6 contains 133257 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 35255 members 
Mstep: Class 10 contains 2227 members 
Mstep: Class 12 contains 3935 members 
Mstep: Class 13 contains 18231 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 51369 members 
Mstep: Class 16 contains 178198 members 
Mstep: Class 17 contains 35118 members 
Mstep: Class 18 contains 1318 members 
Mstep: Class 19 contains 69871 members 
Mstep: Class 20 contains 28818 members 
Mstep: Class 21 contains 165029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132685424.000000 Penalty: 64911.632812
Iteration 63Q: 20 clusters Score -1.326854e+08 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 160094 members 
Mstep: Class 2 contains 672 members 
Mstep: Class 3 contains 8219 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 66473 members 
Mstep: Class 6 contains 133288 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 35297 members 
Mstep: Class 10 contains 2230 members 
Mstep: Class 12 contains 3935 members 
Mstep: Class 13 contains 18232 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 51588 members 
Mstep: Class 16 contains 178158 members 
Mstep: Class 17 contains 35129 members 
Mstep: Class 18 contains 1318 members 
Mstep: Class 19 contains 69887 members 
Mstep: Class 20 contains 28840 members 
Mstep: Class 21 contains 165179 members 
Entering Unmasked Estep 
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Score: -132685688.000000 Penalty: 64911.632812
Iteration 64Q: 20 clusters Score -1.326857e+08 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 159848 members 
Mstep: Class 2 contains 672 members 
Mstep: Class 3 contains 8218 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 66406 members 
Mstep: Class 6 contains 133307 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 35334 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 12 contains 3935 members 
Mstep: Class 13 contains 18231 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 51810 members 
Mstep: Class 16 contains 178139 members 
Mstep: Class 17 contains 35129 members 
Mstep: Class 18 contains 1318 members 
Mstep: Class 19 contains 69931 members 
Mstep: Class 20 contains 28846 members 
Mstep: Class 21 contains 165184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132685544.000000 Penalty: 64911.632812
Iteration 65Q: 20 clusters Score -1.326855e+08 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 159717 members 
Mstep: Class 2 contains 673 members 
Mstep: Class 3 contains 8210 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 66344 members 
Mstep: Class 6 contains 133314 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 35361 members 
Mstep: Class 10 contains 2230 members 
Mstep: Class 12 contains 3935 members 
Mstep: Class 13 contains 18230 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 52051 members 
Mstep: Class 16 contains 178134 members 
Mstep: Class 17 contains 35100 members 
Mstep: Class 18 contains 1318 members 
Mstep: Class 19 contains 69946 members 
Mstep: Class 20 contains 28838 members 
Mstep: Class 21 contains 165138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132685976.000000 Penalty: 64911.632812
Iteration 66Q: 20 clusters Score -1.32686e+08 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 159680 members 
Mstep: Class 2 contains 673 members 
Mstep: Class 3 contains 8196 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 66280 members 
Mstep: Class 6 contains 133323 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 35406 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 12 contains 3935 members 
Mstep: Class 13 contains 18233 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 52266 members 
Mstep: Class 16 contains 178120 members 
Mstep: Class 17 contains 35091 members 
Mstep: Class 18 contains 1318 members 
Mstep: Class 19 contains 69964 members 
Mstep: Class 20 contains 28846 members 
Mstep: Class 21 contains 164977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132686072.000000 Penalty: 64911.632812
Iteration 67Q: 20 clusters Score -1.326861e+08 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 159780 members 
Mstep: Class 2 contains 673 members 
Mstep: Class 3 contains 8199 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 66219 members 
Mstep: Class 6 contains 133331 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 35429 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 12 contains 3935 members 
Mstep: Class 13 contains 18236 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 52469 members 
Mstep: Class 16 contains 178109 members 
Mstep: Class 17 contains 35091 members 
Mstep: Class 18 contains 1318 members 
Mstep: Class 19 contains 69983 members 
Mstep: Class 20 contains 28834 members 
Mstep: Class 21 contains 164702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132686488.000000 Penalty: 64911.632812
Iteration 68Q: 20 clusters Score -1.326865e+08 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 159995 members 
Mstep: Class 2 contains 673 members 
Mstep: Class 3 contains 8199 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 66163 members 
Mstep: Class 6 contains 133321 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 35441 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 12 contains 3935 members 
Mstep: Class 13 contains 18243 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 52671 members 
Mstep: Class 16 contains 178068 members 
Mstep: Class 17 contains 35097 members 
Mstep: Class 18 contains 1318 members 
Mstep: Class 19 contains 69971 members 
Mstep: Class 20 contains 28809 members 
Mstep: Class 21 contains 164404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132686736.000000 Penalty: 64911.632812
Iteration 69Q: 20 clusters Score -1.326867e+08 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 160242 members 
Mstep: Class 2 contains 673 members 
Mstep: Class 3 contains 8200 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 66103 members 
Mstep: Class 6 contains 133317 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 35458 members 
Mstep: Class 10 contains 2235 members 
Mstep: Class 12 contains 3936 members 
Mstep: Class 13 contains 18246 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 52860 members 
Mstep: Class 16 contains 178051 members 
Mstep: Class 17 contains 35120 members 
Mstep: Class 18 contains 1318 members 
Mstep: Class 19 contains 69923 members 
Mstep: Class 20 contains 28763 members 
Mstep: Class 21 contains 164094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132686704.000000 Penalty: 64911.632812
Iteration 70Q: 20 clusters Score -1.326867e+08 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 160508 members 
Mstep: Class 2 contains 673 members 
Mstep: Class 3 contains 8202 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 66063 members 
Mstep: Class 6 contains 133298 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 35486 members 
Mstep: Class 10 contains 2236 members 
Mstep: Class 12 contains 3936 members 
Mstep: Class 13 contains 18253 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 53069 members 
Mstep: Class 16 contains 178050 members 
Mstep: Class 17 contains 35138 members 
Mstep: Class 18 contains 1318 members 
Mstep: Class 19 contains 69871 members 
Mstep: Class 20 contains 28723 members 
Mstep: Class 21 contains 163715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132686744.000000 Penalty: 64911.632812
Iteration 71Q: 20 clusters Score -1.326867e+08 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 160787 members 
Mstep: Class 2 contains 673 members 
Mstep: Class 3 contains 8201 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 66032 members 
Mstep: Class 6 contains 133294 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 35505 members 
Mstep: Class 10 contains 2238 members 
Mstep: Class 12 contains 3936 members 
Mstep: Class 13 contains 18251 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 53286 members 
Mstep: Class 16 contains 178023 members 
Mstep: Class 17 contains 35168 members 
Mstep: Class 18 contains 1318 members 
Mstep: Class 19 contains 69825 members 
Mstep: Class 20 contains 28727 members 
Mstep: Class 21 contains 163275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132686728.000000 Penalty: 64911.632812
Iteration 72Q: 20 clusters Score -1.326867e+08 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 161115 members 
Mstep: Class 2 contains 674 members 
Mstep: Class 3 contains 8196 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 65999 members 
Mstep: Class 6 contains 133294 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 35507 members 
Mstep: Class 10 contains 2238 members 
Mstep: Class 12 contains 3936 members 
Mstep: Class 13 contains 18250 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 53482 members 
Mstep: Class 16 contains 178003 members 
Mstep: Class 17 contains 35186 members 
Mstep: Class 18 contains 1318 members 
Mstep: Class 19 contains 69773 members 
Mstep: Class 20 contains 28712 members 
Mstep: Class 21 contains 162856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132686968.000000 Penalty: 64911.632812
Iteration 73Q: 20 clusters Score -1.32687e+08 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 161433 members 
Mstep: Class 2 contains 673 members 
Mstep: Class 3 contains 8191 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 65977 members 
Mstep: Class 6 contains 133301 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 35533 members 
Mstep: Class 10 contains 2239 members 
Mstep: Class 12 contains 3935 members 
Mstep: Class 13 contains 18257 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 53691 members 
Mstep: Class 16 contains 177989 members 
Mstep: Class 17 contains 35202 members 
Mstep: Class 18 contains 1318 members 
Mstep: Class 19 contains 69731 members 
Mstep: Class 20 contains 28687 members 
Mstep: Class 21 contains 162382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132686984.000000 Penalty: 64911.632812
Iteration 74Q: 20 clusters Score -1.32687e+08 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 161745 members 
Mstep: Class 2 contains 673 members 
Mstep: Class 3 contains 8191 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 65949 members 
Mstep: Class 6 contains 133298 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 35542 members 
Mstep: Class 10 contains 2240 members 
Mstep: Class 12 contains 3935 members 
Mstep: Class 13 contains 18258 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 53867 members 
Mstep: Class 16 contains 177973 members 
Mstep: Class 17 contains 35226 members 
Mstep: Class 18 contains 1318 members 
Mstep: Class 19 contains 69665 members 
Mstep: Class 20 contains 28651 members 
Mstep: Class 21 contains 162008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687336.000000 Penalty: 64911.632812
Iteration 75Q: 20 clusters Score -1.326873e+08 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 162030 members 
Mstep: Class 2 contains 673 members 
Mstep: Class 3 contains 8185 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 65921 members 
Mstep: Class 6 contains 133306 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 35557 members 
Mstep: Class 10 contains 2240 members 
Mstep: Class 12 contains 3935 members 
Mstep: Class 13 contains 18260 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 54046 members 
Mstep: Class 16 contains 177989 members 
Mstep: Class 17 contains 35260 members 
Mstep: Class 18 contains 1318 members 
Mstep: Class 19 contains 69583 members 
Mstep: Class 20 contains 28612 members 
Mstep: Class 21 contains 161624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687352.000000 Penalty: 64911.632812
Iteration 76Q: 20 clusters Score -1.326874e+08 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 162224 members 
Mstep: Class 2 contains 673 members 
Mstep: Class 3 contains 8182 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 65906 members 
Mstep: Class 6 contains 133292 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 35585 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 12 contains 3935 members 
Mstep: Class 13 contains 18263 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 54223 members 
Mstep: Class 16 contains 178006 members 
Mstep: Class 17 contains 35297 members 
Mstep: Class 18 contains 1318 members 
Mstep: Class 19 contains 69522 members 
Mstep: Class 20 contains 28600 members 
Mstep: Class 21 contains 161270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687536.000000 Penalty: 64911.632812
Iteration 77Q: 20 clusters Score -1.326875e+08 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 162402 members 
Mstep: Class 2 contains 673 members 
Mstep: Class 3 contains 8189 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 65891 members 
Mstep: Class 6 contains 133285 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 35612 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 12 contains 3934 members 
Mstep: Class 13 contains 18266 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 54399 members 
Mstep: Class 16 contains 177999 members 
Mstep: Class 17 contains 35336 members 
Mstep: Class 18 contains 1318 members 
Mstep: Class 19 contains 69480 members 
Mstep: Class 20 contains 28585 members 
Mstep: Class 21 contains 160925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687536.000000 Penalty: 64911.632812
Iteration 78Q: 20 clusters Score -1.326875e+08 nChanged 1786
Entering ConstructFrom: 
Score: -132687536.000000 Penalty: 64911.632812
Entering ConstructFrom: 
Trying to split cluster 1 (162524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162524 members 
Entering Unmasked Estep 
Score: -22696298.000000 Penalty: 2975.647949
	Iteration 0F: 2 clusters Score -2.26963e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81719 members 
Mstep: Class 2 contains 80805 members 
Entering Unmasked Estep 
Score: -22589590.000000 Penalty: 5951.295898
	Iteration 0F: 3 clusters Score -2.258959e+07 nChanged 77614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86555 members 
Mstep: Class 2 contains 75969 members 
Entering Unmasked Estep 
Score: -22634416.000000 Penalty: 5951.295898
	Iteration 1F: 3 clusters Score -2.263442e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90073 members 
Mstep: Class 2 contains 72451 members 
Entering Unmasked Estep 
Score: -22635906.000000 Penalty: 5951.295898
	Iteration 2Q: 3 clusters Score -2.263591e+07 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95471 members 
Mstep: Class 2 contains 67053 members 
Entering Unmasked Estep 
Score: -22638332.000000 Penalty: 5951.295898
	Iteration 3Q: 3 clusters Score -2.263833e+07 nChanged 8946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103789 members 
Mstep: Class 2 contains 58735 members 
Entering Unmasked Estep 
Score: -22642848.000000 Penalty: 5951.295898
	Iteration 4F: 3 clusters Score -2.264285e+07 nChanged 12396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115683 members 
Mstep: Class 2 contains 46841 members 
Entering Unmasked Estep 
Score: -22651236.000000 Penalty: 5951.295898
	Iteration 5F: 3 clusters Score -2.265124e+07 nChanged 15141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130470 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -22664428.000000 Penalty: 5951.295898
	Iteration 6F: 3 clusters Score -2.266443e+07 nChanged 14579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144843 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -22679056.000000 Penalty: 5951.295898
	Iteration 7F: 3 clusters Score -2.267906e+07 nChanged 9283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154036 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -22688564.000000 Penalty: 5951.295898
	Iteration 8F: 3 clusters Score -2.268856e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157897 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -22692608.000000 Penalty: 5951.295898
	Iteration 9Q: 3 clusters Score -2.269261e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159085 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -22694080.000000 Penalty: 5951.295898
	Iteration 10Q: 3 clusters Score -2.269408e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159400 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -22694636.000000 Penalty: 5951.295898
	Iteration 11Q: 3 clusters Score -2.269464e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159508 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -22694924.000000 Penalty: 5951.295898
	Iteration 12Q: 3 clusters Score -2.269492e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159557 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -22695100.000000 Penalty: 5951.295898
	Iteration 13Q: 3 clusters Score -2.26951e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159549 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -22695122.000000 Penalty: 5951.295898
	Iteration 14Q: 3 clusters Score -2.269512e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159533 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -22695188.000000 Penalty: 5951.295898
	Iteration 15Q: 3 clusters Score -2.269519e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159513 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -22695196.000000 Penalty: 5951.295898
	Iteration 16Q: 3 clusters Score -2.26952e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159505 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -22695208.000000 Penalty: 5951.295898
	Iteration 17Q: 3 clusters Score -2.269521e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159518 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -22695234.000000 Penalty: 5951.295898
	Iteration 18Q: 3 clusters Score -2.269523e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159533 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -22695230.000000 Penalty: 5951.295898
	Iteration 19Q: 3 clusters Score -2.269523e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159546 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -22695222.000000 Penalty: 5951.295898
	Iteration 20F: 3 clusters Score -2.269522e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159557 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -22695224.000000 Penalty: 5951.295898
	Iteration 21Q: 3 clusters Score -2.269522e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159558 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -22695210.000000 Penalty: 5951.295898
	Iteration 22Q: 3 clusters Score -2.269521e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159552 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -22695218.000000 Penalty: 5951.295898
	Iteration 23Q: 3 clusters Score -2.269522e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159549 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -22695190.000000 Penalty: 5951.295898
	Iteration 24Q: 3 clusters Score -2.269519e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159547 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -22695212.000000 Penalty: 5951.295898
	Iteration 25Q: 3 clusters Score -2.269521e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159546 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -22695234.000000 Penalty: 5951.295898
	Iteration 26Q: 3 clusters Score -2.269523e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159553 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -22695238.000000 Penalty: 5951.295898
	Iteration 27Q: 3 clusters Score -2.269524e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159558 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -22695238.000000 Penalty: 5951.295898
	Iteration 28Q: 3 clusters Score -2.269524e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159554 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -22695244.000000 Penalty: 5951.295898
	Iteration 29Q: 3 clusters Score -2.269524e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159553 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -22695254.000000 Penalty: 5951.295898
	Iteration 30Q: 3 clusters Score -2.269525e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159550 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -22695252.000000 Penalty: 5951.295898
	Iteration 31Q: 3 clusters Score -2.269525e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159548 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -22695264.000000 Penalty: 5951.295898
	Iteration 32Q: 3 clusters Score -2.269526e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159547 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -22695258.000000 Penalty: 5951.295898
	Iteration 33Q: 3 clusters Score -2.269526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159547 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -22695262.000000 Penalty: 5951.295898
	Iteration 34Q: 3 clusters Score -2.269526e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159546 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -22695260.000000 Penalty: 5951.295898
	Iteration 35Q: 3 clusters Score -2.269526e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159547 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -22695264.000000 Penalty: 5951.295898
	Iteration 36Q: 3 clusters Score -2.269526e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159547 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -22695246.000000 Penalty: 5951.295898
	Iteration 37Q: 3 clusters Score -2.269525e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159545 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -22695240.000000 Penalty: 5951.295898
	Iteration 38Q: 3 clusters Score -2.269524e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159549 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -22695248.000000 Penalty: 5951.295898
	Iteration 39Q: 3 clusters Score -2.269525e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159547 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -22695252.000000 Penalty: 5951.295898
	Iteration 40F: 3 clusters Score -2.269525e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159542 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -22695230.000000 Penalty: 5951.295898
	Iteration 41Q: 3 clusters Score -2.269523e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159534 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -22695224.000000 Penalty: 5951.295898
	Iteration 42Q: 3 clusters Score -2.269522e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159529 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -22695228.000000 Penalty: 5951.295898
	Iteration 43Q: 3 clusters Score -2.269523e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159524 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -22695242.000000 Penalty: 5951.295898
	Iteration 44Q: 3 clusters Score -2.269524e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159528 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -22695252.000000 Penalty: 5951.295898
	Iteration 45Q: 3 clusters Score -2.269525e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159528 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -22695272.000000 Penalty: 5951.295898
	Iteration 46Q: 3 clusters Score -2.269527e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159524 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -22695264.000000 Penalty: 5951.295898
	Iteration 47Q: 3 clusters Score -2.269526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159522 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -22695266.000000 Penalty: 5951.295898
	Iteration 48Q: 3 clusters Score -2.269527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159520 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -22695254.000000 Penalty: 5951.295898
	Iteration 49Q: 3 clusters Score -2.269525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159514 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -22695258.000000 Penalty: 5951.295898
	Iteration 50Q: 3 clusters Score -2.269526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159508 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -22695254.000000 Penalty: 5951.295898
	Iteration 51Q: 3 clusters Score -2.269525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159505 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -22695254.000000 Penalty: 5951.295898
	Iteration 52Q: 3 clusters Score -2.269525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159505 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -22695260.000000 Penalty: 5951.295898
	Iteration 53Q: 3 clusters Score -2.269526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159506 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -22695254.000000 Penalty: 5951.295898
	Iteration 54Q: 3 clusters Score -2.269525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159507 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -22695240.000000 Penalty: 5951.295898
	Iteration 55Q: 3 clusters Score -2.269524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159506 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -22695250.000000 Penalty: 5951.295898
	Iteration 56Q: 3 clusters Score -2.269525e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159506 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -22695250.000000 Penalty: 5951.295898
	Iteration 57F: 3 clusters Score -2.269525e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Entering Unmasked Estep 
Score: -84231.250000 Penalty: 1614.544067
	Iteration 0F: 2 clusters Score -84231.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -82676.078125 Penalty: 3229.088135
	Iteration 0F: 3 clusters Score -82676.08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -82936.976562 Penalty: 3229.088135
	Iteration 1F: 3 clusters Score -82936.98 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -83037.171875 Penalty: 3229.088135
	Iteration 2F: 3 clusters Score -83037.17 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -83108.820312 Penalty: 3229.088135
	Iteration 3F: 3 clusters Score -83108.82 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -83173.140625 Penalty: 3229.088135
	Iteration 4Q: 3 clusters Score -83173.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -83225.203125 Penalty: 3229.088135
	Iteration 5Q: 3 clusters Score -83225.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -83254.867188 Penalty: 3229.088135
	Iteration 6Q: 3 clusters Score -83254.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -83297.585938 Penalty: 3229.088135
	Iteration 7Q: 3 clusters Score -83297.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -83320.906250 Penalty: 3229.088135
	Iteration 8Q: 3 clusters Score -83320.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -83348.882812 Penalty: 3229.088135
	Iteration 9Q: 3 clusters Score -83348.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -83380.960938 Penalty: 3229.088135
	Iteration 10Q: 3 clusters Score -83380.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -83444.859375 Penalty: 3229.088135
	Iteration 11Q: 3 clusters Score -83444.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -83473.164062 Penalty: 3229.088135
	Iteration 12Q: 3 clusters Score -83473.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -83496.210938 Penalty: 3229.088135
	Iteration 13Q: 3 clusters Score -83496.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -83511.062500 Penalty: 3229.088135
	Iteration 14Q: 3 clusters Score -83511.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -83517.539062 Penalty: 3229.088135
	Iteration 15Q: 3 clusters Score -83517.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -83518.695312 Penalty: 3229.088135
	Iteration 16Q: 3 clusters Score -83518.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -83518.695312 Penalty: 3229.088135
	Iteration 17F: 3 clusters Score -83518.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Entering Unmasked Estep 
Score: -1106844.500000 Penalty: 2234.494385
	Iteration 0F: 2 clusters Score -1106844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1100346.250000 Penalty: 4468.988770
	Iteration 0F: 3 clusters Score -1100346 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1102229.125000 Penalty: 4468.988770
	Iteration 1F: 3 clusters Score -1102229 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1102552.000000 Penalty: 4468.988770
	Iteration 2F: 3 clusters Score -1102552 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1102814.250000 Penalty: 4468.988770
	Iteration 3F: 3 clusters Score -1102814 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1103120.250000 Penalty: 4468.988770
	Iteration 4F: 3 clusters Score -1103120 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1103507.875000 Penalty: 4468.988770
	Iteration 5F: 3 clusters Score -1103508 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1104004.250000 Penalty: 4468.988770
	Iteration 6F: 3 clusters Score -1104004 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1104563.375000 Penalty: 4468.988770
	Iteration 7F: 3 clusters Score -1104563 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1104999.750000 Penalty: 4468.988770
	Iteration 8F: 3 clusters Score -1105000 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1105318.000000 Penalty: 4468.988770
	Iteration 9Q: 3 clusters Score -1105318 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1105541.375000 Penalty: 4468.988770
	Iteration 10Q: 3 clusters Score -1105541 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1105690.375000 Penalty: 4468.988770
	Iteration 11Q: 3 clusters Score -1105690 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1105811.000000 Penalty: 4468.988770
	Iteration 12Q: 3 clusters Score -1105811 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1105909.000000 Penalty: 4468.988770
	Iteration 13Q: 3 clusters Score -1105909 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1106019.875000 Penalty: 4468.988770
	Iteration 14Q: 3 clusters Score -1106020 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1106199.875000 Penalty: 4468.988770
	Iteration 15Q: 3 clusters Score -1106200 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1106335.750000 Penalty: 4468.988770
	Iteration 16Q: 3 clusters Score -1106336 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1106387.750000 Penalty: 4468.988770
	Iteration 17Q: 3 clusters Score -1106388 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1106413.625000 Penalty: 4468.988770
	Iteration 18Q: 3 clusters Score -1106414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1106421.875000 Penalty: 4468.988770
	Iteration 19Q: 3 clusters Score -1106422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1106425.375000 Penalty: 4468.988770
	Iteration 20F: 3 clusters Score -1106425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1106429.625000 Penalty: 4468.988770
	Iteration 21Q: 3 clusters Score -1106430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1106428.500000 Penalty: 4468.988770
	Iteration 22Q: 3 clusters Score -1106428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1106429.250000 Penalty: 4468.988770
	Iteration 23Q: 3 clusters Score -1106429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1106429.125000 Penalty: 4468.988770
	Iteration 24Q: 3 clusters Score -1106429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1106429.125000 Penalty: 4468.988770
	Iteration 25F: 3 clusters Score -1106429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -80229.398438 Penalty: 1586.024902
	Iteration 0F: 2 clusters Score -80229.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -78608.343750 Penalty: 3172.049805
	Iteration 0F: 3 clusters Score -78608.34 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -78814.226562 Penalty: 3172.049805
	Iteration 1F: 3 clusters Score -78814.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -78882.968750 Penalty: 3172.049805
	Iteration 2Q: 3 clusters Score -78882.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -78909.914062 Penalty: 3172.049805
	Iteration 3Q: 3 clusters Score -78909.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -78922.195312 Penalty: 3172.049805
	Iteration 4Q: 3 clusters Score -78922.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -78933.375000 Penalty: 3172.049805
	Iteration 5Q: 3 clusters Score -78933.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -78936.718750 Penalty: 3172.049805
	Iteration 6Q: 3 clusters Score -78936.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -78936.718750 Penalty: 3172.049805
	Iteration 7F: 3 clusters Score -78936.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (65862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65862 members 
Entering Unmasked Estep 
Score: -9271248.000000 Penalty: 2751.638672
	Iteration 0F: 2 clusters Score -9271248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 32939 members 
Entering Unmasked Estep 
Score: -9226906.000000 Penalty: 5503.277344
	Iteration 0F: 3 clusters Score -9226906 nChanged 30901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -9244516.000000 Penalty: 5503.277344
	Iteration 1F: 3 clusters Score -9244516 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 34530 members 
Entering Unmasked Estep 
Score: -9245236.000000 Penalty: 5503.277344
	Iteration 2Q: 3 clusters Score -9245236 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -9246279.000000 Penalty: 5503.277344
	Iteration 3Q: 3 clusters Score -9246279 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 37102 members 
Entering Unmasked Estep 
Score: -9247841.000000 Penalty: 5503.277344
	Iteration 4Q: 3 clusters Score -9247841 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -9249905.000000 Penalty: 5503.277344
	Iteration 5F: 3 clusters Score -9249905 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 42337 members 
Entering Unmasked Estep 
Score: -9252460.000000 Penalty: 5503.277344
	Iteration 6F: 3 clusters Score -9252460 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 46142 members 
Entering Unmasked Estep 
Score: -9255567.000000 Penalty: 5503.277344
	Iteration 7F: 3 clusters Score -9255567 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 50219 members 
Entering Unmasked Estep 
Score: -9258901.000000 Penalty: 5503.277344
	Iteration 8F: 3 clusters Score -9258901 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 54157 members 
Entering Unmasked Estep 
Score: -9262174.000000 Penalty: 5503.277344
	Iteration 9F: 3 clusters Score -9262174 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 57558 members 
Entering Unmasked Estep 
Score: -9264984.000000 Penalty: 5503.277344
	Iteration 10F: 3 clusters Score -9264984 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 60130 members 
Entering Unmasked Estep 
Score: -9266921.000000 Penalty: 5503.277344
	Iteration 11Q: 3 clusters Score -9266921 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 61855 members 
Entering Unmasked Estep 
Score: -9268061.000000 Penalty: 5503.277344
	Iteration 12Q: 3 clusters Score -9268061 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 62937 members 
Entering Unmasked Estep 
Score: -9268679.000000 Penalty: 5503.277344
	Iteration 13Q: 3 clusters Score -9268679 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 63609 members 
Entering Unmasked Estep 
Score: -9269017.000000 Penalty: 5503.277344
	Iteration 14Q: 3 clusters Score -9269017 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 64022 members 
Entering Unmasked Estep 
Score: -9269212.000000 Penalty: 5503.277344
	Iteration 15Q: 3 clusters Score -9269212 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 64280 members 
Entering Unmasked Estep 
Score: -9269360.000000 Penalty: 5503.277344
	Iteration 16Q: 3 clusters Score -9269360 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 64445 members 
Entering Unmasked Estep 
Score: -9269392.000000 Penalty: 5503.277344
	Iteration 17Q: 3 clusters Score -9269392 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 64542 members 
Entering Unmasked Estep 
Score: -9269424.000000 Penalty: 5503.277344
	Iteration 18Q: 3 clusters Score -9269424 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 64604 members 
Entering Unmasked Estep 
Score: -9269436.000000 Penalty: 5503.277344
	Iteration 19Q: 3 clusters Score -9269436 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 64642 members 
Entering Unmasked Estep 
Score: -9269460.000000 Penalty: 5503.277344
	Iteration 20F: 3 clusters Score -9269460 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 64675 members 
Entering Unmasked Estep 
Score: -9269482.000000 Penalty: 5503.277344
	Iteration 21Q: 3 clusters Score -9269482 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 64701 members 
Entering Unmasked Estep 
Score: -9269478.000000 Penalty: 5503.277344
	Iteration 22Q: 3 clusters Score -9269478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 64721 members 
Entering Unmasked Estep 
Score: -9269493.000000 Penalty: 5503.277344
	Iteration 23Q: 3 clusters Score -9269493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 64734 members 
Entering Unmasked Estep 
Score: -9269498.000000 Penalty: 5503.277344
	Iteration 24Q: 3 clusters Score -9269498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 64744 members 
Entering Unmasked Estep 
Score: -9269508.000000 Penalty: 5503.277344
	Iteration 25Q: 3 clusters Score -9269508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 64752 members 
Entering Unmasked Estep 
Score: -9269502.000000 Penalty: 5503.277344
	Iteration 26Q: 3 clusters Score -9269502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 64759 members 
Entering Unmasked Estep 
Score: -9269515.000000 Penalty: 5503.277344
	Iteration 27Q: 3 clusters Score -9269515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 64762 members 
Entering Unmasked Estep 
Score: -9269520.000000 Penalty: 5503.277344
	Iteration 28Q: 3 clusters Score -9269520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 64764 members 
Entering Unmasked Estep 
Score: -9269518.000000 Penalty: 5503.277344
	Iteration 29Q: 3 clusters Score -9269518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 64765 members 
Entering Unmasked Estep 
Score: -9269516.000000 Penalty: 5503.277344
	Iteration 30Q: 3 clusters Score -9269516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64766 members 
Entering Unmasked Estep 
Score: -9269524.000000 Penalty: 5503.277344
	Iteration 31Q: 3 clusters Score -9269524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64766 members 
Entering Unmasked Estep 
Score: -9269519.000000 Penalty: 5503.277344
	Iteration 32Q: 3 clusters Score -9269519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 64768 members 
Entering Unmasked Estep 
Score: -9269521.000000 Penalty: 5503.277344
	Iteration 33Q: 3 clusters Score -9269521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 64771 members 
Entering Unmasked Estep 
Score: -9269514.000000 Penalty: 5503.277344
	Iteration 34Q: 3 clusters Score -9269514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 64779 members 
Entering Unmasked Estep 
Score: -9269527.000000 Penalty: 5503.277344
	Iteration 35Q: 3 clusters Score -9269527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 64780 members 
Entering Unmasked Estep 
Score: -9269533.000000 Penalty: 5503.277344
	Iteration 36Q: 3 clusters Score -9269533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 64787 members 
Entering Unmasked Estep 
Score: -9269539.000000 Penalty: 5503.277344
	Iteration 37Q: 3 clusters Score -9269539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 64791 members 
Entering Unmasked Estep 
Score: -9269538.000000 Penalty: 5503.277344
	Iteration 38Q: 3 clusters Score -9269538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 64791 members 
Entering Unmasked Estep 
Score: -9269536.000000 Penalty: 5503.277344
	Iteration 39Q: 3 clusters Score -9269536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 64793 members 
Entering Unmasked Estep 
Score: -9269539.000000 Penalty: 5503.277344
	Iteration 40F: 3 clusters Score -9269539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 64798 members 
Entering Unmasked Estep 
Score: -9269542.000000 Penalty: 5503.277344
	Iteration 41Q: 3 clusters Score -9269542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 64801 members 
Entering Unmasked Estep 
Score: -9269547.000000 Penalty: 5503.277344
	Iteration 42Q: 3 clusters Score -9269547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 64803 members 
Entering Unmasked Estep 
Score: -9269548.000000 Penalty: 5503.277344
	Iteration 43Q: 3 clusters Score -9269548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 64804 members 
Entering Unmasked Estep 
Score: -9269539.000000 Penalty: 5503.277344
	Iteration 44Q: 3 clusters Score -9269539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 64805 members 
Entering Unmasked Estep 
Score: -9269542.000000 Penalty: 5503.277344
	Iteration 45Q: 3 clusters Score -9269542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 64805 members 
Entering Unmasked Estep 
Score: -9269542.000000 Penalty: 5503.277344
	Iteration 46F: 3 clusters Score -9269542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (133295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133295 members 
Entering Unmasked Estep 
Score: -18866962.000000 Penalty: 2926.479248
	Iteration 0F: 2 clusters Score -1.886696e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66279 members 
Mstep: Class 2 contains 67016 members 
Entering Unmasked Estep 
Score: -18782834.000000 Penalty: 5852.958496
	Iteration 0F: 3 clusters Score -1.878283e+07 nChanged 63596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61715 members 
Mstep: Class 2 contains 71580 members 
Entering Unmasked Estep 
Score: -18819326.000000 Penalty: 5852.958496
	Iteration 1F: 3 clusters Score -1.881933e+07 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58969 members 
Mstep: Class 2 contains 74326 members 
Entering Unmasked Estep 
Score: -18820496.000000 Penalty: 5852.958496
	Iteration 2Q: 3 clusters Score -1.88205e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54849 members 
Mstep: Class 2 contains 78446 members 
Entering Unmasked Estep 
Score: -18822508.000000 Penalty: 5852.958496
	Iteration 3Q: 3 clusters Score -1.882251e+07 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48927 members 
Mstep: Class 2 contains 84368 members 
Entering Unmasked Estep 
Score: -18825824.000000 Penalty: 5852.958496
	Iteration 4Q: 3 clusters Score -1.882582e+07 nChanged 8421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40674 members 
Mstep: Class 2 contains 92621 members 
Entering Unmasked Estep 
Score: -18831152.000000 Penalty: 5852.958496
	Iteration 5F: 3 clusters Score -1.883115e+07 nChanged 10330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 102857 members 
Entering Unmasked Estep 
Score: -18838686.000000 Penalty: 5852.958496
	Iteration 6F: 3 clusters Score -1.883869e+07 nChanged 10944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 113749 members 
Entering Unmasked Estep 
Score: -18847340.000000 Penalty: 5852.958496
	Iteration 7F: 3 clusters Score -1.884734e+07 nChanged 8901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 122628 members 
Entering Unmasked Estep 
Score: -18854872.000000 Penalty: 5852.958496
	Iteration 8F: 3 clusters Score -1.885487e+07 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 128279 members 
Entering Unmasked Estep 
Score: -18859742.000000 Penalty: 5852.958496
	Iteration 9Q: 3 clusters Score -1.885974e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 131046 members 
Entering Unmasked Estep 
Score: -18862184.000000 Penalty: 5852.958496
	Iteration 10Q: 3 clusters Score -1.886218e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 132183 members 
Entering Unmasked Estep 
Score: -18863246.000000 Penalty: 5852.958496
	Iteration 11Q: 3 clusters Score -1.886325e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 132613 members 
Entering Unmasked Estep 
Score: -18863750.000000 Penalty: 5852.958496
	Iteration 12Q: 3 clusters Score -1.886375e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 132780 members 
Entering Unmasked Estep 
Score: -18864010.000000 Penalty: 5852.958496
	Iteration 13Q: 3 clusters Score -1.886401e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 132856 members 
Entering Unmasked Estep 
Score: -18864138.000000 Penalty: 5852.958496
	Iteration 14Q: 3 clusters Score -1.886414e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 132892 members 
Entering Unmasked Estep 
Score: -18864206.000000 Penalty: 5852.958496
	Iteration 15Q: 3 clusters Score -1.886421e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 132909 members 
Entering Unmasked Estep 
Score: -18864232.000000 Penalty: 5852.958496
	Iteration 16Q: 3 clusters Score -1.886423e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 132916 members 
Entering Unmasked Estep 
Score: -18864246.000000 Penalty: 5852.958496
	Iteration 17Q: 3 clusters Score -1.886425e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 132918 members 
Entering Unmasked Estep 
Score: -18864274.000000 Penalty: 5852.958496
	Iteration 18Q: 3 clusters Score -1.886427e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 132924 members 
Entering Unmasked Estep 
Score: -18864286.000000 Penalty: 5852.958496
	Iteration 19Q: 3 clusters Score -1.886429e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 132935 members 
Entering Unmasked Estep 
Score: -18864316.000000 Penalty: 5852.958496
	Iteration 20F: 3 clusters Score -1.886432e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 132937 members 
Entering Unmasked Estep 
Score: -18864330.000000 Penalty: 5852.958496
	Iteration 21Q: 3 clusters Score -1.886433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 132940 members 
Entering Unmasked Estep 
Score: -18864330.000000 Penalty: 5852.958496
	Iteration 22Q: 3 clusters Score -1.886433e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 132940 members 
Entering Unmasked Estep 
Score: -18864330.000000 Penalty: 5852.958496
	Iteration 23F: 3 clusters Score -1.886433e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Entering Unmasked Estep 
Score: -142204.453125 Penalty: 1782.351440
	Iteration 0F: 2 clusters Score -142204.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -140331.859375 Penalty: 3564.702881
	Iteration 0F: 3 clusters Score -140331.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -142348.734375 Penalty: 3564.702881
	Iteration 1F: 3 clusters Score -142348.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -144013.828125 Penalty: 3564.702881
	Iteration 2F: 3 clusters Score -144013.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -144641.406250 Penalty: 3564.702881
	Iteration 3F: 3 clusters Score -144641.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -144847.750000 Penalty: 3564.702881
	Iteration 4Q: 3 clusters Score -144847.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -145087.156250 Penalty: 3564.702881
	Iteration 5Q: 3 clusters Score -145087.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -145415.234375 Penalty: 3564.702881
	Iteration 6Q: 3 clusters Score -145415.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -145529.671875 Penalty: 3564.702881
	Iteration 7Q: 3 clusters Score -145529.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -145572.328125 Penalty: 3564.702881
	Iteration 8Q: 3 clusters Score -145572.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -145603.468750 Penalty: 3564.702881
	Iteration 9Q: 3 clusters Score -145603.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -145639.078125 Penalty: 3564.702881
	Iteration 10Q: 3 clusters Score -145639.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -145664.921875 Penalty: 3564.702881
	Iteration 11Q: 3 clusters Score -145664.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -145681.765625 Penalty: 3564.702881
	Iteration 12Q: 3 clusters Score -145681.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -145694.656250 Penalty: 3564.702881
	Iteration 13Q: 3 clusters Score -145694.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -145700.281250 Penalty: 3564.702881
	Iteration 14Q: 3 clusters Score -145700.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -145715.609375 Penalty: 3564.702881
	Iteration 15Q: 3 clusters Score -145715.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -145753.250000 Penalty: 3564.702881
	Iteration 16Q: 3 clusters Score -145753.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -145799.968750 Penalty: 3564.702881
	Iteration 17Q: 3 clusters Score -145800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -145828.078125 Penalty: 3564.702881
	Iteration 18Q: 3 clusters Score -145828.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -145845.843750 Penalty: 3564.702881
	Iteration 19Q: 3 clusters Score -145845.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -145845.843750 Penalty: 3564.702881
	Iteration 20F: 3 clusters Score -145845.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 162524 members 
Mstep: Class 2 contains 672 members 
Mstep: Class 3 contains 8185 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 65862 members 
Mstep: Class 6 contains 133295 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 35639 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2246 members 
Mstep: Class 12 contains 3934 members 
Mstep: Class 13 contains 18263 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 54586 members 
Mstep: Class 16 contains 178012 members 
Mstep: Class 17 contains 35366 members 
Mstep: Class 18 contains 1318 members 
Mstep: Class 19 contains 69455 members 
Mstep: Class 20 contains 28566 members 
Mstep: Class 21 contains 160616 members 
Entering Unmasked Estep 
Score: -132689800.000000 Penalty: 68328.031250
Splitting cluster 7 changes total score from -132687536.000000 to -132689800.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 8 (35639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Entering Unmasked Estep 
Score: -4855860.000000 Penalty: 2599.336426
	Iteration 0F: 2 clusters Score -4855860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -4831620.000000 Penalty: 5198.672852
	Iteration 0F: 3 clusters Score -4831620 nChanged 16340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -4841527.000000 Penalty: 5198.672852
	Iteration 1F: 3 clusters Score -4841527 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -4843320.000000 Penalty: 5198.672852
	Iteration 2F: 3 clusters Score -4843320 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -4845177.000000 Penalty: 5198.672852
	Iteration 3F: 3 clusters Score -4845177 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -4846886.500000 Penalty: 5198.672852
	Iteration 4F: 3 clusters Score -4846886 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -4848405.000000 Penalty: 5198.672852
	Iteration 5F: 3 clusters Score -4848405 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -4849797.500000 Penalty: 5198.672852
	Iteration 6F: 3 clusters Score -4849798 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -4850972.500000 Penalty: 5198.672852
	Iteration 7F: 3 clusters Score -4850972 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -4851968.500000 Penalty: 5198.672852
	Iteration 8Q: 3 clusters Score -4851968 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -4852899.500000 Penalty: 5198.672852
	Iteration 9Q: 3 clusters Score -4852900 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -4853767.500000 Penalty: 5198.672852
	Iteration 10Q: 3 clusters Score -4853768 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -4854509.500000 Penalty: 5198.672852
	Iteration 11Q: 3 clusters Score -4854510 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -4855177.500000 Penalty: 5198.672852
	Iteration 12Q: 3 clusters Score -4855178 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -4855708.000000 Penalty: 5198.672852
	Iteration 13Q: 3 clusters Score -4855708 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -4856145.000000 Penalty: 5198.672852
	Iteration 14Q: 3 clusters Score -4856145 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -4856445.000000 Penalty: 5198.672852
	Iteration 15Q: 3 clusters Score -4856445 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -4856634.500000 Penalty: 5198.672852
	Iteration 16Q: 3 clusters Score -4856634 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -4856716.500000 Penalty: 5198.672852
	Iteration 17Q: 3 clusters Score -4856716 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -4856766.000000 Penalty: 5198.672852
	Iteration 18Q: 3 clusters Score -4856766 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -4856784.000000 Penalty: 5198.672852
	Iteration 19Q: 3 clusters Score -4856784 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -4856820.500000 Penalty: 5198.672852
	Iteration 20F: 3 clusters Score -4856820 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -4856843.500000 Penalty: 5198.672852
	Iteration 21Q: 3 clusters Score -4856844 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -4856845.500000 Penalty: 5198.672852
	Iteration 22Q: 3 clusters Score -4856846 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -4856853.000000 Penalty: 5198.672852
	Iteration 23Q: 3 clusters Score -4856853 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 33588 members 
Entering Unmasked Estep 
Score: -4856861.000000 Penalty: 5198.672852
	Iteration 24Q: 3 clusters Score -4856861 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -4856859.500000 Penalty: 5198.672852
	Iteration 25Q: 3 clusters Score -4856860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -4856875.500000 Penalty: 5198.672852
	Iteration 26Q: 3 clusters Score -4856876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -4856871.000000 Penalty: 5198.672852
	Iteration 27Q: 3 clusters Score -4856871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -4856867.000000 Penalty: 5198.672852
	Iteration 28Q: 3 clusters Score -4856867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -4856870.000000 Penalty: 5198.672852
	Iteration 29Q: 3 clusters Score -4856870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -4856875.500000 Penalty: 5198.672852
	Iteration 30Q: 3 clusters Score -4856876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 33695 members 
Entering Unmasked Estep 
Score: -4856885.500000 Penalty: 5198.672852
	Iteration 31Q: 3 clusters Score -4856886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
Score: -4856881.500000 Penalty: 5198.672852
	Iteration 32Q: 3 clusters Score -4856882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -4856885.000000 Penalty: 5198.672852
	Iteration 33Q: 3 clusters Score -4856885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -4856885.000000 Penalty: 5198.672852
	Iteration 34Q: 3 clusters Score -4856885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -4856883.500000 Penalty: 5198.672852
	Iteration 35Q: 3 clusters Score -4856884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -4856883.500000 Penalty: 5198.672852
	Iteration 36F: 3 clusters Score -4856884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 162524 members 
Mstep: Class 2 contains 672 members 
Mstep: Class 3 contains 8185 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 65862 members 
Mstep: Class 6 contains 133295 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 1933 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2246 members 
Mstep: Class 11 contains 33706 members 
Mstep: Class 12 contains 3934 members 
Mstep: Class 13 contains 18263 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 54586 members 
Mstep: Class 16 contains 178012 members 
Mstep: Class 17 contains 35366 members 
Mstep: Class 18 contains 1318 members 
Mstep: Class 19 contains 69455 members 
Mstep: Class 20 contains 28566 members 
Mstep: Class 21 contains 160616 members 
Entering Unmasked Estep 
Score: -132689792.000000 Penalty: 71744.437500
Splitting cluster 8 changes total score from -132687536.000000 to -132689792.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 10 (2246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Entering Unmasked Estep 
Score: -309463.875000 Penalty: 1913.792725
	Iteration 0F: 2 clusters Score -309463.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -306711.843750 Penalty: 3827.585449
	Iteration 0F: 3 clusters Score -306711.8 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -307213.156250 Penalty: 3827.585449
	Iteration 1F: 3 clusters Score -307213.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -307361.031250 Penalty: 3827.585449
	Iteration 2F: 3 clusters Score -307361 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -307453.750000 Penalty: 3827.585449
	Iteration 3Q: 3 clusters Score -307453.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -307500.906250 Penalty: 3827.585449
	Iteration 4Q: 3 clusters Score -307500.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -307530.562500 Penalty: 3827.585449
	Iteration 5Q: 3 clusters Score -307530.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -307554.250000 Penalty: 3827.585449
	Iteration 6Q: 3 clusters Score -307554.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -307570.281250 Penalty: 3827.585449
	Iteration 7Q: 3 clusters Score -307570.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -307582.375000 Penalty: 3827.585449
	Iteration 8Q: 3 clusters Score -307582.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -307592.187500 Penalty: 3827.585449
	Iteration 9Q: 3 clusters Score -307592.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -307602.812500 Penalty: 3827.585449
	Iteration 10Q: 3 clusters Score -307602.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -307611.531250 Penalty: 3827.585449
	Iteration 11Q: 3 clusters Score -307611.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -307620.937500 Penalty: 3827.585449
	Iteration 12Q: 3 clusters Score -307620.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -307631.312500 Penalty: 3827.585449
	Iteration 13Q: 3 clusters Score -307631.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -307640.656250 Penalty: 3827.585449
	Iteration 14Q: 3 clusters Score -307640.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -307649.250000 Penalty: 3827.585449
	Iteration 15Q: 3 clusters Score -307649.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -307658.031250 Penalty: 3827.585449
	Iteration 16Q: 3 clusters Score -307658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -307665.656250 Penalty: 3827.585449
	Iteration 17Q: 3 clusters Score -307665.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -307670.375000 Penalty: 3827.585449
	Iteration 18Q: 3 clusters Score -307670.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -307672.500000 Penalty: 3827.585449
	Iteration 19Q: 3 clusters Score -307672.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -307674.406250 Penalty: 3827.585449
	Iteration 20F: 3 clusters Score -307674.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -307676.062500 Penalty: 3827.585449
	Iteration 21Q: 3 clusters Score -307676.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -307678.250000 Penalty: 3827.585449
	Iteration 22Q: 3 clusters Score -307678.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -307680.531250 Penalty: 3827.585449
	Iteration 23Q: 3 clusters Score -307680.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -307682.843750 Penalty: 3827.585449
	Iteration 24Q: 3 clusters Score -307682.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -307684.812500 Penalty: 3827.585449
	Iteration 25Q: 3 clusters Score -307684.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -307686.125000 Penalty: 3827.585449
	Iteration 26Q: 3 clusters Score -307686.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -307686.125000 Penalty: 3827.585449
	Iteration 27F: 3 clusters Score -307686.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Entering Unmasked Estep 
Score: -542405.562500 Penalty: 2052.798340
	Iteration 0F: 2 clusters Score -542405.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -538530.687500 Penalty: 4105.596680
	Iteration 0F: 3 clusters Score -538530.7 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -539387.187500 Penalty: 4105.596680
	Iteration 1F: 3 clusters Score -539387.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -539647.312500 Penalty: 4105.596680
	Iteration 2F: 3 clusters Score -539647.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -539877.187500 Penalty: 4105.596680
	Iteration 3F: 3 clusters Score -539877.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -540078.062500 Penalty: 4105.596680
	Iteration 4F: 3 clusters Score -540078.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -540245.437500 Penalty: 4105.596680
	Iteration 5F: 3 clusters Score -540245.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -540387.062500 Penalty: 4105.596680
	Iteration 6Q: 3 clusters Score -540387.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -540553.062500 Penalty: 4105.596680
	Iteration 7Q: 3 clusters Score -540553.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -540681.812500 Penalty: 4105.596680
	Iteration 8Q: 3 clusters Score -540681.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -540776.687500 Penalty: 4105.596680
	Iteration 9Q: 3 clusters Score -540776.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -540850.937500 Penalty: 4105.596680
	Iteration 10Q: 3 clusters Score -540850.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -540900.187500 Penalty: 4105.596680
	Iteration 11Q: 3 clusters Score -540900.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -540945.562500 Penalty: 4105.596680
	Iteration 12Q: 3 clusters Score -540945.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -540969.187500 Penalty: 4105.596680
	Iteration 13Q: 3 clusters Score -540969.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -540993.687500 Penalty: 4105.596680
	Iteration 14Q: 3 clusters Score -540993.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -541019.000000 Penalty: 4105.596680
	Iteration 15Q: 3 clusters Score -541019 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -541027.437500 Penalty: 4105.596680
	Iteration 16Q: 3 clusters Score -541027.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -541038.812500 Penalty: 4105.596680
	Iteration 17Q: 3 clusters Score -541038.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -541050.812500 Penalty: 4105.596680
	Iteration 18Q: 3 clusters Score -541050.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -541058.000000 Penalty: 4105.596680
	Iteration 19Q: 3 clusters Score -541058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -541064.250000 Penalty: 4105.596680
	Iteration 20F: 3 clusters Score -541064.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -541074.312500 Penalty: 4105.596680
	Iteration 21Q: 3 clusters Score -541074.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -541082.062500 Penalty: 4105.596680
	Iteration 22Q: 3 clusters Score -541082.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -541090.187500 Penalty: 4105.596680
	Iteration 23Q: 3 clusters Score -541090.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -541099.750000 Penalty: 4105.596680
	Iteration 24Q: 3 clusters Score -541099.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -541108.312500 Penalty: 4105.596680
	Iteration 25Q: 3 clusters Score -541108.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -541111.750000 Penalty: 4105.596680
	Iteration 26Q: 3 clusters Score -541111.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -541115.125000 Penalty: 4105.596680
	Iteration 27Q: 3 clusters Score -541115.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -541118.562500 Penalty: 4105.596680
	Iteration 28Q: 3 clusters Score -541118.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -541119.937500 Penalty: 4105.596680
	Iteration 29Q: 3 clusters Score -541119.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -541119.937500 Penalty: 4105.596680
	Iteration 30F: 3 clusters Score -541119.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Entering Unmasked Estep 
Score: -2576683.000000 Penalty: 2433.532959
	Iteration 0F: 2 clusters Score -2576683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2563748.000000 Penalty: 4867.065918
	Iteration 0F: 3 clusters Score -2563748 nChanged 7935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -2567985.500000 Penalty: 4867.065918
	Iteration 1F: 3 clusters Score -2567986 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2568370.000000 Penalty: 4867.065918
	Iteration 2F: 3 clusters Score -2568370 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -2568657.000000 Penalty: 4867.065918
	Iteration 3Q: 3 clusters Score -2568657 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -2568902.250000 Penalty: 4867.065918
	Iteration 4Q: 3 clusters Score -2568902 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -2569127.250000 Penalty: 4867.065918
	Iteration 5Q: 3 clusters Score -2569127 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -2569347.500000 Penalty: 4867.065918
	Iteration 6Q: 3 clusters Score -2569348 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -2569601.750000 Penalty: 4867.065918
	Iteration 7Q: 3 clusters Score -2569602 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -2569850.750000 Penalty: 4867.065918
	Iteration 8Q: 3 clusters Score -2569851 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -2570169.250000 Penalty: 4867.065918
	Iteration 9Q: 3 clusters Score -2570169 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -2570575.000000 Penalty: 4867.065918
	Iteration 10Q: 3 clusters Score -2570575 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -2571054.250000 Penalty: 4867.065918
	Iteration 11Q: 3 clusters Score -2571054 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -2571589.500000 Penalty: 4867.065918
	Iteration 12Q: 3 clusters Score -2571590 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -2572167.500000 Penalty: 4867.065918
	Iteration 13Q: 3 clusters Score -2572168 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -2572647.250000 Penalty: 4867.065918
	Iteration 14Q: 3 clusters Score -2572647 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -2573012.250000 Penalty: 4867.065918
	Iteration 15Q: 3 clusters Score -2573012 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2573274.000000 Penalty: 4867.065918
	Iteration 16Q: 3 clusters Score -2573274 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2573466.500000 Penalty: 4867.065918
	Iteration 17Q: 3 clusters Score -2573466 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2573600.500000 Penalty: 4867.065918
	Iteration 18Q: 3 clusters Score -2573600 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2573739.250000 Penalty: 4867.065918
	Iteration 19Q: 3 clusters Score -2573739 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2573859.500000 Penalty: 4867.065918
	Iteration 20F: 3 clusters Score -2573860 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2573956.750000 Penalty: 4867.065918
	Iteration 21Q: 3 clusters Score -2573957 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2574031.000000 Penalty: 4867.065918
	Iteration 22Q: 3 clusters Score -2574031 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2574107.500000 Penalty: 4867.065918
	Iteration 23Q: 3 clusters Score -2574108 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2574160.250000 Penalty: 4867.065918
	Iteration 24Q: 3 clusters Score -2574160 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2574214.250000 Penalty: 4867.065918
	Iteration 25Q: 3 clusters Score -2574214 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2574250.750000 Penalty: 4867.065918
	Iteration 26Q: 3 clusters Score -2574251 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2574275.000000 Penalty: 4867.065918
	Iteration 27Q: 3 clusters Score -2574275 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2574323.000000 Penalty: 4867.065918
	Iteration 28Q: 3 clusters Score -2574323 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2574352.000000 Penalty: 4867.065918
	Iteration 29Q: 3 clusters Score -2574352 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2574376.750000 Penalty: 4867.065918
	Iteration 30Q: 3 clusters Score -2574377 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2574401.750000 Penalty: 4867.065918
	Iteration 31Q: 3 clusters Score -2574402 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2574424.750000 Penalty: 4867.065918
	Iteration 32Q: 3 clusters Score -2574425 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2574445.250000 Penalty: 4867.065918
	Iteration 33Q: 3 clusters Score -2574445 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2574466.750000 Penalty: 4867.065918
	Iteration 34Q: 3 clusters Score -2574467 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2574486.250000 Penalty: 4867.065918
	Iteration 35Q: 3 clusters Score -2574486 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2574505.000000 Penalty: 4867.065918
	Iteration 36Q: 3 clusters Score -2574505 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2574515.500000 Penalty: 4867.065918
	Iteration 37Q: 3 clusters Score -2574516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2574523.250000 Penalty: 4867.065918
	Iteration 38Q: 3 clusters Score -2574523 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2574531.000000 Penalty: 4867.065918
	Iteration 39Q: 3 clusters Score -2574531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2574547.500000 Penalty: 4867.065918
	Iteration 40F: 3 clusters Score -2574548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2574552.000000 Penalty: 4867.065918
	Iteration 41Q: 3 clusters Score -2574552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2574552.500000 Penalty: 4867.065918
	Iteration 42Q: 3 clusters Score -2574552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2574556.250000 Penalty: 4867.065918
	Iteration 43Q: 3 clusters Score -2574556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2574561.750000 Penalty: 4867.065918
	Iteration 44Q: 3 clusters Score -2574562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2574569.750000 Penalty: 4867.065918
	Iteration 45Q: 3 clusters Score -2574570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2574575.000000 Penalty: 4867.065918
	Iteration 46Q: 3 clusters Score -2574575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2574577.750000 Penalty: 4867.065918
	Iteration 47Q: 3 clusters Score -2574578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2574577.500000 Penalty: 4867.065918
	Iteration 48Q: 3 clusters Score -2574578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2574578.500000 Penalty: 4867.065918
	Iteration 49Q: 3 clusters Score -2574578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2574578.750000 Penalty: 4867.065918
	Iteration 50Q: 3 clusters Score -2574579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2574586.750000 Penalty: 4867.065918
	Iteration 51Q: 3 clusters Score -2574587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2574591.000000 Penalty: 4867.065918
	Iteration 52Q: 3 clusters Score -2574591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2574595.250000 Penalty: 4867.065918
	Iteration 53Q: 3 clusters Score -2574595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2574596.250000 Penalty: 4867.065918
	Iteration 54Q: 3 clusters Score -2574596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2574600.000000 Penalty: 4867.065918
	Iteration 55Q: 3 clusters Score -2574600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2574603.250000 Penalty: 4867.065918
	Iteration 56Q: 3 clusters Score -2574603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2574604.000000 Penalty: 4867.065918
	Iteration 57Q: 3 clusters Score -2574604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2574602.250000 Penalty: 4867.065918
	Iteration 58Q: 3 clusters Score -2574602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2574601.500000 Penalty: 4867.065918
	Iteration 59Q: 3 clusters Score -2574602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2574605.000000 Penalty: 4867.065918
	Iteration 60F: 3 clusters Score -2574605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2574610.750000 Penalty: 4867.065918
	Iteration 61Q: 3 clusters Score -2574611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2574619.500000 Penalty: 4867.065918
	Iteration 62Q: 3 clusters Score -2574620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2574619.250000 Penalty: 4867.065918
	Iteration 63Q: 3 clusters Score -2574619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2574626.000000 Penalty: 4867.065918
	Iteration 64Q: 3 clusters Score -2574626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2574625.500000 Penalty: 4867.065918
	Iteration 65Q: 3 clusters Score -2574626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2574636.250000 Penalty: 4867.065918
	Iteration 66Q: 3 clusters Score -2574636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2574639.000000 Penalty: 4867.065918
	Iteration 67Q: 3 clusters Score -2574639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2574639.000000 Penalty: 4867.065918
	Iteration 68Q: 3 clusters Score -2574639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2574639.750000 Penalty: 4867.065918
	Iteration 69Q: 3 clusters Score -2574640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2574639.750000 Penalty: 4867.065918
	Iteration 70F: 3 clusters Score -2574640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Entering Unmasked Estep 
Score: -79829.023438 Penalty: 1580.159790
	Iteration 0F: 2 clusters Score -79829.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -78236.601562 Penalty: 3160.319580
	Iteration 0F: 3 clusters Score -78236.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -78419.906250 Penalty: 3160.319580
	Iteration 1F: 3 clusters Score -78419.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -78478.421875 Penalty: 3160.319580
	Iteration 2Q: 3 clusters Score -78478.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -78510.718750 Penalty: 3160.319580
	Iteration 3Q: 3 clusters Score -78510.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -78525.578125 Penalty: 3160.319580
	Iteration 4Q: 3 clusters Score -78525.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -78533.281250 Penalty: 3160.319580
	Iteration 5Q: 3 clusters Score -78533.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -78534.945312 Penalty: 3160.319580
	Iteration 6Q: 3 clusters Score -78534.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -78534.945312 Penalty: 3160.319580
	Iteration 7F: 3 clusters Score -78534.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (54586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54586 members 
Entering Unmasked Estep 
Score: -7704118.500000 Penalty: 2705.068115
	Iteration 0F: 2 clusters Score -7704118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -7667155.000000 Penalty: 5410.136230
	Iteration 0F: 3 clusters Score -7667155 nChanged 25396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -7681778.500000 Penalty: 5410.136230
	Iteration 1F: 3 clusters Score -7681778 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -7683012.000000 Penalty: 5410.136230
	Iteration 2Q: 3 clusters Score -7683012 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -7684678.000000 Penalty: 5410.136230
	Iteration 3F: 3 clusters Score -7684678 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -7687226.500000 Penalty: 5410.136230
	Iteration 4F: 3 clusters Score -7687226 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 38760 members 
Entering Unmasked Estep 
Score: -7690501.500000 Penalty: 5410.136230
	Iteration 5F: 3 clusters Score -7690502 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 42851 members 
Entering Unmasked Estep 
Score: -7694342.000000 Penalty: 5410.136230
	Iteration 6F: 3 clusters Score -7694342 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 46585 members 
Entering Unmasked Estep 
Score: -7697942.500000 Penalty: 5410.136230
	Iteration 7F: 3 clusters Score -7697942 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 49434 members 
Entering Unmasked Estep 
Score: -7700557.000000 Penalty: 5410.136230
	Iteration 8F: 3 clusters Score -7700557 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 51120 members 
Entering Unmasked Estep 
Score: -7701995.500000 Penalty: 5410.136230
	Iteration 9Q: 3 clusters Score -7701996 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 52164 members 
Entering Unmasked Estep 
Score: -7702921.000000 Penalty: 5410.136230
	Iteration 10Q: 3 clusters Score -7702921 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 52700 members 
Entering Unmasked Estep 
Score: -7703323.500000 Penalty: 5410.136230
	Iteration 11Q: 3 clusters Score -7703324 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 52961 members 
Entering Unmasked Estep 
Score: -7703471.000000 Penalty: 5410.136230
	Iteration 12Q: 3 clusters Score -7703471 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 53106 members 
Entering Unmasked Estep 
Score: -7703528.000000 Penalty: 5410.136230
	Iteration 13Q: 3 clusters Score -7703528 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 53199 members 
Entering Unmasked Estep 
Score: -7703566.500000 Penalty: 5410.136230
	Iteration 14Q: 3 clusters Score -7703566 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 53257 members 
Entering Unmasked Estep 
Score: -7703567.500000 Penalty: 5410.136230
	Iteration 15Q: 3 clusters Score -7703568 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 53288 members 
Entering Unmasked Estep 
Score: -7703574.500000 Penalty: 5410.136230
	Iteration 16Q: 3 clusters Score -7703574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 53309 members 
Entering Unmasked Estep 
Score: -7703577.500000 Penalty: 5410.136230
	Iteration 17Q: 3 clusters Score -7703578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 53328 members 
Entering Unmasked Estep 
Score: -7703586.000000 Penalty: 5410.136230
	Iteration 18Q: 3 clusters Score -7703586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 53346 members 
Entering Unmasked Estep 
Score: -7703583.500000 Penalty: 5410.136230
	Iteration 19Q: 3 clusters Score -7703584 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 53365 members 
Entering Unmasked Estep 
Score: -7703594.000000 Penalty: 5410.136230
	Iteration 20F: 3 clusters Score -7703594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 53377 members 
Entering Unmasked Estep 
Score: -7703598.000000 Penalty: 5410.136230
	Iteration 21Q: 3 clusters Score -7703598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 53381 members 
Entering Unmasked Estep 
Score: -7703600.500000 Penalty: 5410.136230
	Iteration 22Q: 3 clusters Score -7703600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 53385 members 
Entering Unmasked Estep 
Score: -7703597.000000 Penalty: 5410.136230
	Iteration 23Q: 3 clusters Score -7703597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 53387 members 
Entering Unmasked Estep 
Score: -7703593.500000 Penalty: 5410.136230
	Iteration 24Q: 3 clusters Score -7703594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 53390 members 
Entering Unmasked Estep 
Score: -7703604.500000 Penalty: 5410.136230
	Iteration 25Q: 3 clusters Score -7703604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 53393 members 
Entering Unmasked Estep 
Score: -7703606.500000 Penalty: 5410.136230
	Iteration 26Q: 3 clusters Score -7703606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 53394 members 
Entering Unmasked Estep 
Score: -7703608.000000 Penalty: 5410.136230
	Iteration 27Q: 3 clusters Score -7703608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 53398 members 
Entering Unmasked Estep 
Score: -7703617.500000 Penalty: 5410.136230
	Iteration 28Q: 3 clusters Score -7703618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 53399 members 
Entering Unmasked Estep 
Score: -7703615.500000 Penalty: 5410.136230
	Iteration 29Q: 3 clusters Score -7703616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 53401 members 
Entering Unmasked Estep 
Score: -7703608.500000 Penalty: 5410.136230
	Iteration 30Q: 3 clusters Score -7703608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 53401 members 
Entering Unmasked Estep 
Score: -7703608.500000 Penalty: 5410.136230
	Iteration 31F: 3 clusters Score -7703608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (178012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178012 members 
Entering Unmasked Estep 
Score: -25069542.000000 Penalty: 2998.222412
	Iteration 0F: 2 clusters Score -2.506954e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88247 members 
Mstep: Class 2 contains 89765 members 
Entering Unmasked Estep 
Score: -24962322.000000 Penalty: 5996.444824
	Iteration 0F: 3 clusters Score -2.496232e+07 nChanged 85192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78221 members 
Mstep: Class 2 contains 99791 members 
Entering Unmasked Estep 
Score: -25013092.000000 Penalty: 5996.444824
	Iteration 1F: 3 clusters Score -2.501309e+07 nChanged 7832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72723 members 
Mstep: Class 2 contains 105289 members 
Entering Unmasked Estep 
Score: -25015690.000000 Penalty: 5996.444824
	Iteration 2Q: 3 clusters Score -2.501569e+07 nChanged 9594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65429 members 
Mstep: Class 2 contains 112583 members 
Entering Unmasked Estep 
Score: -25019858.000000 Penalty: 5996.444824
	Iteration 3F: 3 clusters Score -2.501986e+07 nChanged 11054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56683 members 
Mstep: Class 2 contains 121329 members 
Entering Unmasked Estep 
Score: -25025956.000000 Penalty: 5996.444824
	Iteration 4F: 3 clusters Score -2.502596e+07 nChanged 11507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48092 members 
Mstep: Class 2 contains 129920 members 
Entering Unmasked Estep 
Score: -25033218.000000 Penalty: 5996.444824
	Iteration 5F: 3 clusters Score -2.503322e+07 nChanged 10624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 136324 members 
Entering Unmasked Estep 
Score: -25040108.000000 Penalty: 5996.444824
	Iteration 6F: 3 clusters Score -2.504011e+07 nChanged 8707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 139623 members 
Entering Unmasked Estep 
Score: -25044904.000000 Penalty: 5996.444824
	Iteration 7Q: 3 clusters Score -2.50449e+07 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37203 members 
Mstep: Class 2 contains 140809 members 
Entering Unmasked Estep 
Score: -25047430.000000 Penalty: 5996.444824
	Iteration 8Q: 3 clusters Score -2.504743e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 140972 members 
Entering Unmasked Estep 
Score: -25048364.000000 Penalty: 5996.444824
	Iteration 9Q: 3 clusters Score -2.504836e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37273 members 
Mstep: Class 2 contains 140739 members 
Entering Unmasked Estep 
Score: -25048852.000000 Penalty: 5996.444824
	Iteration 10Q: 3 clusters Score -2.504885e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 140344 members 
Entering Unmasked Estep 
Score: -25048998.000000 Penalty: 5996.444824
	Iteration 11Q: 3 clusters Score -2.5049e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 139858 members 
Entering Unmasked Estep 
Score: -25048908.000000 Penalty: 5996.444824
	Iteration 12Q: 3 clusters Score -2.504891e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 139314 members 
Entering Unmasked Estep 
Score: -25048844.000000 Penalty: 5996.444824
	Iteration 13Q: 3 clusters Score -2.504884e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39296 members 
Mstep: Class 2 contains 138716 members 
Entering Unmasked Estep 
Score: -25048784.000000 Penalty: 5996.444824
	Iteration 14Q: 3 clusters Score -2.504878e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 137990 members 
Entering Unmasked Estep 
Score: -25048760.000000 Penalty: 5996.444824
	Iteration 15Q: 3 clusters Score -2.504876e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 137165 members 
Entering Unmasked Estep 
Score: -25048770.000000 Penalty: 5996.444824
	Iteration 16Q: 3 clusters Score -2.504877e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 136229 members 
Entering Unmasked Estep 
Score: -25048710.000000 Penalty: 5996.444824
	Iteration 17Q: 3 clusters Score -2.504871e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 135223 members 
Entering Unmasked Estep 
Score: -25048586.000000 Penalty: 5996.444824
	Iteration 18Q: 3 clusters Score -2.504859e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 134091 members 
Entering Unmasked Estep 
Score: -25048444.000000 Penalty: 5996.444824
	Iteration 19Q: 3 clusters Score -2.504844e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45257 members 
Mstep: Class 2 contains 132755 members 
Entering Unmasked Estep 
Score: -25048394.000000 Penalty: 5996.444824
	Iteration 20F: 3 clusters Score -2.504839e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46743 members 
Mstep: Class 2 contains 131269 members 
Entering Unmasked Estep 
Score: -25048340.000000 Penalty: 5996.444824
	Iteration 21Q: 3 clusters Score -2.504834e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48344 members 
Mstep: Class 2 contains 129668 members 
Entering Unmasked Estep 
Score: -25048306.000000 Penalty: 5996.444824
	Iteration 22Q: 3 clusters Score -2.504831e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49952 members 
Mstep: Class 2 contains 128060 members 
Entering Unmasked Estep 
Score: -25048432.000000 Penalty: 5996.444824
	Iteration 23Q: 3 clusters Score -2.504843e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51587 members 
Mstep: Class 2 contains 126425 members 
Entering Unmasked Estep 
Score: -25048560.000000 Penalty: 5996.444824
	Iteration 24Q: 3 clusters Score -2.504856e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53292 members 
Mstep: Class 2 contains 124720 members 
Entering Unmasked Estep 
Score: -25048568.000000 Penalty: 5996.444824
	Iteration 25Q: 3 clusters Score -2.504857e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55033 members 
Mstep: Class 2 contains 122979 members 
Entering Unmasked Estep 
Score: -25048778.000000 Penalty: 5996.444824
	Iteration 26Q: 3 clusters Score -2.504878e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56810 members 
Mstep: Class 2 contains 121202 members 
Entering Unmasked Estep 
Score: -25048916.000000 Penalty: 5996.444824
	Iteration 27Q: 3 clusters Score -2.504892e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58639 members 
Mstep: Class 2 contains 119373 members 
Entering Unmasked Estep 
Score: -25049048.000000 Penalty: 5996.444824
	Iteration 28Q: 3 clusters Score -2.504905e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60559 members 
Mstep: Class 2 contains 117453 members 
Entering Unmasked Estep 
Score: -25048912.000000 Penalty: 5996.444824
	Iteration 29Q: 3 clusters Score -2.504891e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62480 members 
Mstep: Class 2 contains 115532 members 
Entering Unmasked Estep 
Score: -25049024.000000 Penalty: 5996.444824
	Iteration 30Q: 3 clusters Score -2.504902e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64486 members 
Mstep: Class 2 contains 113526 members 
Entering Unmasked Estep 
Score: -25049142.000000 Penalty: 5996.444824
	Iteration 31Q: 3 clusters Score -2.504914e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66563 members 
Mstep: Class 2 contains 111449 members 
Entering Unmasked Estep 
Score: -25049488.000000 Penalty: 5996.444824
	Iteration 32Q: 3 clusters Score -2.504949e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68604 members 
Mstep: Class 2 contains 109408 members 
Entering Unmasked Estep 
Score: -25049774.000000 Penalty: 5996.444824
	Iteration 33Q: 3 clusters Score -2.504977e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70711 members 
Mstep: Class 2 contains 107301 members 
Entering Unmasked Estep 
Score: -25050118.000000 Penalty: 5996.444824
	Iteration 34Q: 3 clusters Score -2.505012e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72915 members 
Mstep: Class 2 contains 105097 members 
Entering Unmasked Estep 
Score: -25050562.000000 Penalty: 5996.444824
	Iteration 35Q: 3 clusters Score -2.505056e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75116 members 
Mstep: Class 2 contains 102896 members 
Entering Unmasked Estep 
Score: -25050968.000000 Penalty: 5996.444824
	Iteration 36Q: 3 clusters Score -2.505097e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77236 members 
Mstep: Class 2 contains 100776 members 
Entering Unmasked Estep 
Score: -25051256.000000 Penalty: 5996.444824
	Iteration 37Q: 3 clusters Score -2.505126e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79351 members 
Mstep: Class 2 contains 98661 members 
Entering Unmasked Estep 
Score: -25051676.000000 Penalty: 5996.444824
	Iteration 38Q: 3 clusters Score -2.505168e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81475 members 
Mstep: Class 2 contains 96537 members 
Entering Unmasked Estep 
Score: -25052222.000000 Penalty: 5996.444824
	Iteration 39Q: 3 clusters Score -2.505222e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83602 members 
Mstep: Class 2 contains 94410 members 
Entering Unmasked Estep 
Score: -25052686.000000 Penalty: 5996.444824
	Iteration 40F: 3 clusters Score -2.505269e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85668 members 
Mstep: Class 2 contains 92344 members 
Entering Unmasked Estep 
Score: -25053126.000000 Penalty: 5996.444824
	Iteration 41Q: 3 clusters Score -2.505313e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87764 members 
Mstep: Class 2 contains 90248 members 
Entering Unmasked Estep 
Score: -25053580.000000 Penalty: 5996.444824
	Iteration 42Q: 3 clusters Score -2.505358e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89803 members 
Mstep: Class 2 contains 88209 members 
Entering Unmasked Estep 
Score: -25053988.000000 Penalty: 5996.444824
	Iteration 43Q: 3 clusters Score -2.505399e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91922 members 
Mstep: Class 2 contains 86090 members 
Entering Unmasked Estep 
Score: -25054414.000000 Penalty: 5996.444824
	Iteration 44Q: 3 clusters Score -2.505441e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94168 members 
Mstep: Class 2 contains 83844 members 
Entering Unmasked Estep 
Score: -25054758.000000 Penalty: 5996.444824
	Iteration 45Q: 3 clusters Score -2.505476e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96453 members 
Mstep: Class 2 contains 81559 members 
Entering Unmasked Estep 
Score: -25055398.000000 Penalty: 5996.444824
	Iteration 46Q: 3 clusters Score -2.50554e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98756 members 
Mstep: Class 2 contains 79256 members 
Entering Unmasked Estep 
Score: -25056194.000000 Penalty: 5996.444824
	Iteration 47Q: 3 clusters Score -2.505619e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101064 members 
Mstep: Class 2 contains 76948 members 
Entering Unmasked Estep 
Score: -25056918.000000 Penalty: 5996.444824
	Iteration 48Q: 3 clusters Score -2.505692e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103414 members 
Mstep: Class 2 contains 74598 members 
Entering Unmasked Estep 
Score: -25057676.000000 Penalty: 5996.444824
	Iteration 49Q: 3 clusters Score -2.505768e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105827 members 
Mstep: Class 2 contains 72185 members 
Entering Unmasked Estep 
Score: -25058168.000000 Penalty: 5996.444824
	Iteration 50Q: 3 clusters Score -2.505817e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108082 members 
Mstep: Class 2 contains 69930 members 
Entering Unmasked Estep 
Score: -25058644.000000 Penalty: 5996.444824
	Iteration 51Q: 3 clusters Score -2.505864e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110108 members 
Mstep: Class 2 contains 67904 members 
Entering Unmasked Estep 
Score: -25059252.000000 Penalty: 5996.444824
	Iteration 52Q: 3 clusters Score -2.505925e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111846 members 
Mstep: Class 2 contains 66166 members 
Entering Unmasked Estep 
Score: -25059410.000000 Penalty: 5996.444824
	Iteration 53Q: 3 clusters Score -2.505941e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113342 members 
Mstep: Class 2 contains 64670 members 
Entering Unmasked Estep 
Score: -25059522.000000 Penalty: 5996.444824
	Iteration 54Q: 3 clusters Score -2.505952e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114588 members 
Mstep: Class 2 contains 63424 members 
Entering Unmasked Estep 
Score: -25059650.000000 Penalty: 5996.444824
	Iteration 55Q: 3 clusters Score -2.505965e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115660 members 
Mstep: Class 2 contains 62352 members 
Entering Unmasked Estep 
Score: -25059678.000000 Penalty: 5996.444824
	Iteration 56Q: 3 clusters Score -2.505968e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116551 members 
Mstep: Class 2 contains 61461 members 
Entering Unmasked Estep 
Score: -25059560.000000 Penalty: 5996.444824
	Iteration 57Q: 3 clusters Score -2.505956e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117346 members 
Mstep: Class 2 contains 60666 members 
Entering Unmasked Estep 
Score: -25059514.000000 Penalty: 5996.444824
	Iteration 58Q: 3 clusters Score -2.505951e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118062 members 
Mstep: Class 2 contains 59950 members 
Entering Unmasked Estep 
Score: -25059444.000000 Penalty: 5996.444824
	Iteration 59Q: 3 clusters Score -2.505944e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118698 members 
Mstep: Class 2 contains 59314 members 
Entering Unmasked Estep 
Score: -25059870.000000 Penalty: 5996.444824
	Iteration 60F: 3 clusters Score -2.505987e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119764 members 
Mstep: Class 2 contains 58248 members 
Entering Unmasked Estep 
Score: -25059860.000000 Penalty: 5996.444824
	Iteration 61Q: 3 clusters Score -2.505986e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120738 members 
Mstep: Class 2 contains 57274 members 
Entering Unmasked Estep 
Score: -25059848.000000 Penalty: 5996.444824
	Iteration 62Q: 3 clusters Score -2.505985e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121628 members 
Mstep: Class 2 contains 56384 members 
Entering Unmasked Estep 
Score: -25059852.000000 Penalty: 5996.444824
	Iteration 63Q: 3 clusters Score -2.505985e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122473 members 
Mstep: Class 2 contains 55539 members 
Entering Unmasked Estep 
Score: -25059884.000000 Penalty: 5996.444824
	Iteration 64Q: 3 clusters Score -2.505988e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123325 members 
Mstep: Class 2 contains 54687 members 
Entering Unmasked Estep 
Score: -25059974.000000 Penalty: 5996.444824
	Iteration 65Q: 3 clusters Score -2.505997e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124193 members 
Mstep: Class 2 contains 53819 members 
Entering Unmasked Estep 
Score: -25059886.000000 Penalty: 5996.444824
	Iteration 66Q: 3 clusters Score -2.505989e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125016 members 
Mstep: Class 2 contains 52996 members 
Entering Unmasked Estep 
Score: -25059874.000000 Penalty: 5996.444824
	Iteration 67Q: 3 clusters Score -2.505987e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125836 members 
Mstep: Class 2 contains 52176 members 
Entering Unmasked Estep 
Score: -25059908.000000 Penalty: 5996.444824
	Iteration 68Q: 3 clusters Score -2.505991e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126613 members 
Mstep: Class 2 contains 51399 members 
Entering Unmasked Estep 
Score: -25059866.000000 Penalty: 5996.444824
	Iteration 69Q: 3 clusters Score -2.505987e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127384 members 
Mstep: Class 2 contains 50628 members 
Entering Unmasked Estep 
Score: -25059824.000000 Penalty: 5996.444824
	Iteration 70Q: 3 clusters Score -2.505982e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128136 members 
Mstep: Class 2 contains 49876 members 
Entering Unmasked Estep 
Score: -25059836.000000 Penalty: 5996.444824
	Iteration 71Q: 3 clusters Score -2.505984e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128835 members 
Mstep: Class 2 contains 49177 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2.505984e+07 nChanged 737
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Mstep: Class 1 contains 129544 members 
Mstep: Class 2 contains 48468 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2.505992e+07 nChanged 713
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Mstep: Class 1 contains 130225 members 
Mstep: Class 2 contains 47787 members 
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	Iteration 74Q: 3 clusters Score -2.505995e+07 nChanged 705
Entering Unmasked Mstep 
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Mstep: Class 1 contains 130908 members 
Mstep: Class 2 contains 47104 members 
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	Iteration 75Q: 3 clusters Score -2.505987e+07 nChanged 702
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Mstep: Class 1 contains 131588 members 
Mstep: Class 2 contains 46424 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2.505993e+07 nChanged 665
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Mstep: Class 1 contains 132243 members 
Mstep: Class 2 contains 45769 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2.505982e+07 nChanged 685
Entering Unmasked Mstep 
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Mstep: Class 1 contains 132916 members 
Mstep: Class 2 contains 45096 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2.505976e+07 nChanged 666
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Mstep: Class 1 contains 133564 members 
Mstep: Class 2 contains 44448 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2.505972e+07 nChanged 641
Entering Unmasked Mstep 
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Mstep: Class 1 contains 134189 members 
Mstep: Class 2 contains 43823 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2.505975e+07 nChanged 625
Entering Unmasked Mstep 
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Mstep: Class 1 contains 134802 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2.505975e+07 nChanged 652
Entering Unmasked Mstep 
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Mstep: Class 1 contains 135438 members 
Mstep: Class 2 contains 42574 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2.505976e+07 nChanged 643
Entering Unmasked Mstep 
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Mstep: Class 1 contains 136067 members 
Mstep: Class 2 contains 41945 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2.505968e+07 nChanged 653
Entering Unmasked Mstep 
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Mstep: Class 1 contains 136714 members 
Mstep: Class 2 contains 41298 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2.505964e+07 nChanged 609
Entering Unmasked Mstep 
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Mstep: Class 1 contains 137315 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2.505966e+07 nChanged 575
Entering Unmasked Mstep 
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Mstep: Class 1 contains 137884 members 
Mstep: Class 2 contains 40128 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2.505964e+07 nChanged 598
Entering Unmasked Mstep 
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Mstep: Class 1 contains 138476 members 
Mstep: Class 2 contains 39536 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2.50597e+07 nChanged 625
Entering Unmasked Mstep 
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Mstep: Class 1 contains 139101 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2.505968e+07 nChanged 615
Entering Unmasked Mstep 
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Mstep: Class 1 contains 139714 members 
Mstep: Class 2 contains 38298 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2.505963e+07 nChanged 578
Entering Unmasked Mstep 
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Mstep: Class 1 contains 140290 members 
Mstep: Class 2 contains 37722 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2.50597e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140862 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2.505978e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141395 members 
Mstep: Class 2 contains 36617 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2.505976e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141919 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2.505991e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142438 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2.505992e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142994 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2.505994e+07 nChanged 566
Entering Unmasked Mstep 
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Mstep: Class 1 contains 143558 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2.506002e+07 nChanged 582
Entering Unmasked Mstep 
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Mstep: Class 1 contains 144138 members 
Mstep: Class 2 contains 33874 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2.506005e+07 nChanged 613
Entering Unmasked Mstep 
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Mstep: Class 1 contains 144749 members 
Mstep: Class 2 contains 33263 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2.506021e+07 nChanged 659
Entering Unmasked Mstep 
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Mstep: Class 1 contains 145408 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2.506036e+07 nChanged 676
Entering Unmasked Mstep 
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Mstep: Class 1 contains 146084 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2.506041e+07 nChanged 699
Entering Unmasked Mstep 
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Mstep: Class 1 contains 146783 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2.506046e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147467 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2.506049e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148163 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2.506062e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148942 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2.506079e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149720 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2.506091e+07 nChanged 750
Entering Unmasked Mstep 
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Mstep: Class 1 contains 150470 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2.506109e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151244 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2.506129e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152056 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2.506184e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152971 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2.506245e+07 nChanged 917
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153886 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2.506283e+07 nChanged 1034
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154920 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2.506346e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155998 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2.506442e+07 nChanged 1174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 157172 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2.506535e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158464 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2.506633e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159849 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -25067218.000000 Penalty: 5996.444824
	Iteration 115Q: 3 clusters Score -2.506722e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161308 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -25068180.000000 Penalty: 5996.444824
	Iteration 116Q: 3 clusters Score -2.506818e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162825 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -25068922.000000 Penalty: 5996.444824
	Iteration 117Q: 3 clusters Score -2.506892e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164418 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -25069696.000000 Penalty: 5996.444824
	Iteration 118Q: 3 clusters Score -2.50697e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166010 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -25070238.000000 Penalty: 5996.444824
	Iteration 119Q: 3 clusters Score -2.507024e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167538 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -25070668.000000 Penalty: 5996.444824
	Iteration 120F: 3 clusters Score -2.507067e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168962 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2.507087e+07 nChanged 1270
Entering Unmasked Mstep 
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Mstep: Class 1 contains 170230 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2.507089e+07 nChanged 1180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171410 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2.507081e+07 nChanged 1001
Entering Unmasked Mstep 
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Mstep: Class 1 contains 172411 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2.50706e+07 nChanged 895
Entering Unmasked Mstep 
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Mstep: Class 1 contains 173302 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2.50704e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174018 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2.507019e+07 nChanged 585
Entering Unmasked Mstep 
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Mstep: Class 1 contains 174587 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -25070104.000000 Penalty: 5996.444824
	Iteration 127Q: 3 clusters Score -2.50701e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175035 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -25069980.000000 Penalty: 5996.444824
	Iteration 128Q: 3 clusters Score -2.506998e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175375 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -25069946.000000 Penalty: 5996.444824
	Iteration 129Q: 3 clusters Score -2.506995e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175655 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -25069836.000000 Penalty: 5996.444824
	Iteration 130Q: 3 clusters Score -2.506984e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175838 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -25069790.000000 Penalty: 5996.444824
	Iteration 131Q: 3 clusters Score -2.506979e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175972 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2.506975e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176076 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -25069664.000000 Penalty: 5996.444824
	Iteration 133Q: 3 clusters Score -2.506966e+07 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 176164 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2.50696e+07 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 176239 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2.506955e+07 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 176287 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2.506949e+07 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 176319 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2.506948e+07 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 176346 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2.506945e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176361 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2.506946e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 176372 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -25069448.000000 Penalty: 5996.444824
	Iteration 140F: 3 clusters Score -2.506945e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176385 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -25069426.000000 Penalty: 5996.444824
	Iteration 141Q: 3 clusters Score -2.506943e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176397 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -25069430.000000 Penalty: 5996.444824
	Iteration 142Q: 3 clusters Score -2.506943e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 176406 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2.506943e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176412 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -25069400.000000 Penalty: 5996.444824
	Iteration 144Q: 3 clusters Score -2.50694e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 176415 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -25069390.000000 Penalty: 5996.444824
	Iteration 145Q: 3 clusters Score -2.506939e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 176417 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2.506939e+07 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 176417 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
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	Iteration 147F: 3 clusters Score -2.506939e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (35366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35366 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -5012542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -4988477 nChanged 16106
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -4997166 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -4997660 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -4998081 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -4998554 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -4999084.000000 Penalty: 5194.858887
	Iteration 5Q: 3 clusters Score -4999084 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -4999734.500000 Penalty: 5194.858887
	Iteration 6Q: 3 clusters Score -4999734 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -5000651.500000 Penalty: 5194.858887
	Iteration 7Q: 3 clusters Score -5000652 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -5001862.500000 Penalty: 5194.858887
	Iteration 8F: 3 clusters Score -5001862 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -5003318.000000 Penalty: 5194.858887
	Iteration 9F: 3 clusters Score -5003318 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -5004981.500000 Penalty: 5194.858887
	Iteration 10F: 3 clusters Score -5004982 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 30630 members 
Entering Unmasked Estep 
Score: -5006553.500000 Penalty: 5194.858887
	Iteration 11F: 3 clusters Score -5006554 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -5007951.000000 Penalty: 5194.858887
	Iteration 12Q: 3 clusters Score -5007951 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -5008953.500000 Penalty: 5194.858887
	Iteration 13Q: 3 clusters Score -5008954 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
Score: -5009512.500000 Penalty: 5194.858887
	Iteration 14Q: 3 clusters Score -5009512 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -5009826.500000 Penalty: 5194.858887
	Iteration 15Q: 3 clusters Score -5009826 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
Score: -5010021.000000 Penalty: 5194.858887
	Iteration 16Q: 3 clusters Score -5010021 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -5010141.000000 Penalty: 5194.858887
	Iteration 17Q: 3 clusters Score -5010141 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -5010205.000000 Penalty: 5194.858887
	Iteration 18Q: 3 clusters Score -5010205 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 34666 members 
Entering Unmasked Estep 
Score: -5010242.500000 Penalty: 5194.858887
	Iteration 19Q: 3 clusters Score -5010242 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -5010256.000000 Penalty: 5194.858887
	Iteration 20F: 3 clusters Score -5010256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -5010272.500000 Penalty: 5194.858887
	Iteration 21Q: 3 clusters Score -5010272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -5010277.000000 Penalty: 5194.858887
	Iteration 22Q: 3 clusters Score -5010277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -5010284.000000 Penalty: 5194.858887
	Iteration 23Q: 3 clusters Score -5010284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -5010289.500000 Penalty: 5194.858887
	Iteration 24Q: 3 clusters Score -5010290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -5010293.000000 Penalty: 5194.858887
	Iteration 25Q: 3 clusters Score -5010293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -5010298.500000 Penalty: 5194.858887
	Iteration 26Q: 3 clusters Score -5010298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -5010299.500000 Penalty: 5194.858887
	Iteration 27Q: 3 clusters Score -5010300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -5010304.000000 Penalty: 5194.858887
	Iteration 28Q: 3 clusters Score -5010304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -5010311.000000 Penalty: 5194.858887
	Iteration 29Q: 3 clusters Score -5010311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -5010321.500000 Penalty: 5194.858887
	Iteration 30Q: 3 clusters Score -5010322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -5010339.000000 Penalty: 5194.858887
	Iteration 31Q: 3 clusters Score -5010339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -5010347.000000 Penalty: 5194.858887
	Iteration 32Q: 3 clusters Score -5010347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -5010352.000000 Penalty: 5194.858887
	Iteration 33Q: 3 clusters Score -5010352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -5010366.000000 Penalty: 5194.858887
	Iteration 34Q: 3 clusters Score -5010366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -5010378.000000 Penalty: 5194.858887
	Iteration 35Q: 3 clusters Score -5010378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -5010383.000000 Penalty: 5194.858887
	Iteration 36Q: 3 clusters Score -5010383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 34807 members 
Entering Unmasked Estep 
Score: -5010390.000000 Penalty: 5194.858887
	Iteration 37Q: 3 clusters Score -5010390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -5010400.000000 Penalty: 5194.858887
	Iteration 38Q: 3 clusters Score -5010400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
Score: -5010398.500000 Penalty: 5194.858887
	Iteration 39Q: 3 clusters Score -5010398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
Score: -5010402.000000 Penalty: 5194.858887
	Iteration 40F: 3 clusters Score -5010402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -5010403.000000 Penalty: 5194.858887
	Iteration 41Q: 3 clusters Score -5010403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -5010406.000000 Penalty: 5194.858887
	Iteration 42Q: 3 clusters Score -5010406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -5010406.000000 Penalty: 5194.858887
	Iteration 43Q: 3 clusters Score -5010406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -5010405.000000 Penalty: 5194.858887
	Iteration 44Q: 3 clusters Score -5010405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -5010409.000000 Penalty: 5194.858887
	Iteration 45Q: 3 clusters Score -5010409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -5010409.000000 Penalty: 5194.858887
	Iteration 46F: 3 clusters Score -5010409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Entering Unmasked Estep 
Score: -141024.328125 Penalty: 1781.599976
	Iteration 0F: 2 clusters Score -141024.3 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 659 members 
Entering Unmasked Estep 
Score: -139133.093750 Penalty: 3563.199951
	Iteration 0F: 3 clusters Score -139133.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -140581.437500 Penalty: 3563.199951
	Iteration 1F: 3 clusters Score -140581.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -141998.921875 Penalty: 3563.199951
	Iteration 2F: 3 clusters Score -141998.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -143019.109375 Penalty: 3563.199951
	Iteration 3F: 3 clusters Score -143019.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -143844.437500 Penalty: 3563.199951
	Iteration 4Q: 3 clusters Score -143844.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -143926.812500 Penalty: 3563.199951
	Iteration 5Q: 3 clusters Score -143926.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -143952.875000 Penalty: 3563.199951
	Iteration 6Q: 3 clusters Score -143952.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -143961.890625 Penalty: 3563.199951
	Iteration 7Q: 3 clusters Score -143961.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -143976.421875 Penalty: 3563.199951
	Iteration 8Q: 3 clusters Score -143976.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -143998.578125 Penalty: 3563.199951
	Iteration 9Q: 3 clusters Score -143998.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -144069.062500 Penalty: 3563.199951
	Iteration 10Q: 3 clusters Score -144069.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -144126.687500 Penalty: 3563.199951
	Iteration 11Q: 3 clusters Score -144126.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -144160.000000 Penalty: 3563.199951
	Iteration 12Q: 3 clusters Score -144160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -144188.171875 Penalty: 3563.199951
	Iteration 13Q: 3 clusters Score -144188.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -144212.703125 Penalty: 3563.199951
	Iteration 14Q: 3 clusters Score -144212.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -144216.203125 Penalty: 3563.199951
	Iteration 15Q: 3 clusters Score -144216.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -144216.203125 Penalty: 3563.199951
	Iteration 16F: 3 clusters Score -144216.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 162524 members 
Mstep: Class 2 contains 672 members 
Mstep: Class 3 contains 8185 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 65862 members 
Mstep: Class 6 contains 133295 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 1933 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2246 members 
Mstep: Class 11 contains 33706 members 
Mstep: Class 12 contains 3934 members 
Mstep: Class 13 contains 18263 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 54586 members 
Mstep: Class 16 contains 178012 members 
Mstep: Class 17 contains 35366 members 
Mstep: Class 18 contains 367 members 
Mstep: Class 19 contains 69455 members 
Mstep: Class 20 contains 28566 members 
Mstep: Class 21 contains 160616 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
Score: -132691384.000000 Penalty: 75160.835938
Splitting cluster 18 changes total score from -132687536.000000 to -132691384.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 19 (69455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69455 members 
Entering Unmasked Estep 
Score: -9852103.000000 Penalty: 2764.811768
	Iteration 0F: 2 clusters Score -9852103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -9805523.000000 Penalty: 5529.623535
	Iteration 0F: 3 clusters Score -9805523 nChanged 32390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -9823913.000000 Penalty: 5529.623535
	Iteration 1F: 3 clusters Score -9823913 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 38292 members 
Entering Unmasked Estep 
Score: -9824957.000000 Penalty: 5529.623535
	Iteration 2Q: 3 clusters Score -9824957 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 40253 members 
Entering Unmasked Estep 
Score: -9826348.000000 Penalty: 5529.623535
	Iteration 3Q: 3 clusters Score -9826348 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 43005 members 
Entering Unmasked Estep 
Score: -9828376.000000 Penalty: 5529.623535
	Iteration 4F: 3 clusters Score -9828376 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 46553 members 
Entering Unmasked Estep 
Score: -9831350.000000 Penalty: 5529.623535
	Iteration 5F: 3 clusters Score -9831350 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 50673 members 
Entering Unmasked Estep 
Score: -9835049.000000 Penalty: 5529.623535
	Iteration 6F: 3 clusters Score -9835049 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 54764 members 
Entering Unmasked Estep 
Score: -9839021.000000 Penalty: 5529.623535
	Iteration 7F: 3 clusters Score -9839021 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 58329 members 
Entering Unmasked Estep 
Score: -9842551.000000 Penalty: 5529.623535
	Iteration 8F: 3 clusters Score -9842551 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 60926 members 
Entering Unmasked Estep 
Score: -9845129.000000 Penalty: 5529.623535
	Iteration 9Q: 3 clusters Score -9845129 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 62677 members 
Entering Unmasked Estep 
Score: -9846616.000000 Penalty: 5529.623535
	Iteration 10Q: 3 clusters Score -9846616 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 63852 members 
Entering Unmasked Estep 
Score: -9847433.000000 Penalty: 5529.623535
	Iteration 11Q: 3 clusters Score -9847433 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 64722 members 
Entering Unmasked Estep 
Score: -9847961.000000 Penalty: 5529.623535
	Iteration 12Q: 3 clusters Score -9847961 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 65376 members 
Entering Unmasked Estep 
Score: -9848346.000000 Penalty: 5529.623535
	Iteration 13Q: 3 clusters Score -9848346 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 65940 members 
Entering Unmasked Estep 
Score: -9848650.000000 Penalty: 5529.623535
	Iteration 14Q: 3 clusters Score -9848650 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 66402 members 
Entering Unmasked Estep 
Score: -9848906.000000 Penalty: 5529.623535
	Iteration 15Q: 3 clusters Score -9848906 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 66775 members 
Entering Unmasked Estep 
Score: -9849057.000000 Penalty: 5529.623535
	Iteration 16Q: 3 clusters Score -9849057 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 67094 members 
Entering Unmasked Estep 
Score: -9849217.000000 Penalty: 5529.623535
	Iteration 17Q: 3 clusters Score -9849217 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 67343 members 
Entering Unmasked Estep 
Score: -9849347.000000 Penalty: 5529.623535
	Iteration 18Q: 3 clusters Score -9849347 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 67531 members 
Entering Unmasked Estep 
Score: -9849417.000000 Penalty: 5529.623535
	Iteration 19Q: 3 clusters Score -9849417 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 67678 members 
Entering Unmasked Estep 
Score: -9849485.000000 Penalty: 5529.623535
	Iteration 20F: 3 clusters Score -9849485 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 67787 members 
Entering Unmasked Estep 
Score: -9849545.000000 Penalty: 5529.623535
	Iteration 21Q: 3 clusters Score -9849545 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 67876 members 
Entering Unmasked Estep 
Score: -9849560.000000 Penalty: 5529.623535
	Iteration 22Q: 3 clusters Score -9849560 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 67954 members 
Entering Unmasked Estep 
Score: -9849622.000000 Penalty: 5529.623535
	Iteration 23Q: 3 clusters Score -9849622 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 68028 members 
Entering Unmasked Estep 
Score: -9849668.000000 Penalty: 5529.623535
	Iteration 24Q: 3 clusters Score -9849668 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 68100 members 
Entering Unmasked Estep 
Score: -9849679.000000 Penalty: 5529.623535
	Iteration 25Q: 3 clusters Score -9849679 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 68159 members 
Entering Unmasked Estep 
Score: -9849715.000000 Penalty: 5529.623535
	Iteration 26Q: 3 clusters Score -9849715 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 68200 members 
Entering Unmasked Estep 
Score: -9849722.000000 Penalty: 5529.623535
	Iteration 27Q: 3 clusters Score -9849722 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 68240 members 
Entering Unmasked Estep 
Score: -9849728.000000 Penalty: 5529.623535
	Iteration 28Q: 3 clusters Score -9849728 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 68280 members 
Entering Unmasked Estep 
Score: -9849748.000000 Penalty: 5529.623535
	Iteration 29Q: 3 clusters Score -9849748 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 68314 members 
Entering Unmasked Estep 
Score: -9849762.000000 Penalty: 5529.623535
	Iteration 30Q: 3 clusters Score -9849762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 68337 members 
Entering Unmasked Estep 
Score: -9849757.000000 Penalty: 5529.623535
	Iteration 31Q: 3 clusters Score -9849757 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 68355 members 
Entering Unmasked Estep 
Score: -9849781.000000 Penalty: 5529.623535
	Iteration 32Q: 3 clusters Score -9849781 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 68372 members 
Entering Unmasked Estep 
Score: -9849790.000000 Penalty: 5529.623535
	Iteration 33Q: 3 clusters Score -9849790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 68382 members 
Entering Unmasked Estep 
Score: -9849795.000000 Penalty: 5529.623535
	Iteration 34Q: 3 clusters Score -9849795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 68392 members 
Entering Unmasked Estep 
Score: -9849797.000000 Penalty: 5529.623535
	Iteration 35Q: 3 clusters Score -9849797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 68399 members 
Entering Unmasked Estep 
Score: -9849808.000000 Penalty: 5529.623535
	Iteration 36Q: 3 clusters Score -9849808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 68400 members 
Entering Unmasked Estep 
Score: -9849798.000000 Penalty: 5529.623535
	Iteration 37Q: 3 clusters Score -9849798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 68405 members 
Entering Unmasked Estep 
Score: -9849795.000000 Penalty: 5529.623535
	Iteration 38Q: 3 clusters Score -9849795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 68412 members 
Entering Unmasked Estep 
Score: -9849789.000000 Penalty: 5529.623535
	Iteration 39Q: 3 clusters Score -9849789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 68419 members 
Entering Unmasked Estep 
Score: -9849798.000000 Penalty: 5529.623535
	Iteration 40F: 3 clusters Score -9849798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 68431 members 
Entering Unmasked Estep 
Score: -9849813.000000 Penalty: 5529.623535
	Iteration 41Q: 3 clusters Score -9849813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 68442 members 
Entering Unmasked Estep 
Score: -9849826.000000 Penalty: 5529.623535
	Iteration 42Q: 3 clusters Score -9849826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 68456 members 
Entering Unmasked Estep 
Score: -9849828.000000 Penalty: 5529.623535
	Iteration 43Q: 3 clusters Score -9849828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 68472 members 
Entering Unmasked Estep 
Score: -9849841.000000 Penalty: 5529.623535
	Iteration 44Q: 3 clusters Score -9849841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 68479 members 
Entering Unmasked Estep 
Score: -9849836.000000 Penalty: 5529.623535
	Iteration 45Q: 3 clusters Score -9849836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 68490 members 
Entering Unmasked Estep 
Score: -9849848.000000 Penalty: 5529.623535
	Iteration 46Q: 3 clusters Score -9849848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 68499 members 
Entering Unmasked Estep 
Score: -9849847.000000 Penalty: 5529.623535
	Iteration 47Q: 3 clusters Score -9849847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 68503 members 
Entering Unmasked Estep 
Score: -9849859.000000 Penalty: 5529.623535
	Iteration 48Q: 3 clusters Score -9849859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 68508 members 
Entering Unmasked Estep 
Score: -9849863.000000 Penalty: 5529.623535
	Iteration 49Q: 3 clusters Score -9849863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 68514 members 
Entering Unmasked Estep 
Score: -9849866.000000 Penalty: 5529.623535
	Iteration 50Q: 3 clusters Score -9849866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 68516 members 
Entering Unmasked Estep 
Score: -9849866.000000 Penalty: 5529.623535
	Iteration 51Q: 3 clusters Score -9849866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 68520 members 
Entering Unmasked Estep 
Score: -9849871.000000 Penalty: 5529.623535
	Iteration 52Q: 3 clusters Score -9849871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 68525 members 
Entering Unmasked Estep 
Score: -9849869.000000 Penalty: 5529.623535
	Iteration 53Q: 3 clusters Score -9849869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 68531 members 
Entering Unmasked Estep 
Score: -9849871.000000 Penalty: 5529.623535
	Iteration 54Q: 3 clusters Score -9849871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 68535 members 
Entering Unmasked Estep 
Score: -9849868.000000 Penalty: 5529.623535
	Iteration 55Q: 3 clusters Score -9849868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 68537 members 
Entering Unmasked Estep 
Score: -9849868.000000 Penalty: 5529.623535
	Iteration 56Q: 3 clusters Score -9849868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 68538 members 
Entering Unmasked Estep 
Score: -9849870.000000 Penalty: 5529.623535
	Iteration 57Q: 3 clusters Score -9849870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 68538 members 
Entering Unmasked Estep 
Score: -9849870.000000 Penalty: 5529.623535
	Iteration 58F: 3 clusters Score -9849870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (28566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Entering Unmasked Estep 
Score: -4061631.000000 Penalty: 2544.473145
	Iteration 0F: 2 clusters Score -4061631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -4041977.250000 Penalty: 5088.946289
	Iteration 0F: 3 clusters Score -4041977 nChanged 12871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -4049072.250000 Penalty: 5088.946289
	Iteration 1F: 3 clusters Score -4049072 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -4049535.000000 Penalty: 5088.946289
	Iteration 2Q: 3 clusters Score -4049535 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -4049991.250000 Penalty: 5088.946289
	Iteration 3Q: 3 clusters Score -4049991 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -4050530.250000 Penalty: 5088.946289
	Iteration 4Q: 3 clusters Score -4050530 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -4051210.500000 Penalty: 5088.946289
	Iteration 5Q: 3 clusters Score -4051210 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -4052225.750000 Penalty: 5088.946289
	Iteration 6F: 3 clusters Score -4052226 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -4053594.750000 Penalty: 5088.946289
	Iteration 7F: 3 clusters Score -4053595 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -4055260.500000 Penalty: 5088.946289
	Iteration 8F: 3 clusters Score -4055260 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -4056813.000000 Penalty: 5088.946289
	Iteration 9F: 3 clusters Score -4056813 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -4057956.000000 Penalty: 5088.946289
	Iteration 10Q: 3 clusters Score -4057956 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -4058588.250000 Penalty: 5088.946289
	Iteration 11Q: 3 clusters Score -4058588 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -4058957.250000 Penalty: 5088.946289
	Iteration 12Q: 3 clusters Score -4058957 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -4059138.500000 Penalty: 5088.946289
	Iteration 13Q: 3 clusters Score -4059138 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -4059248.000000 Penalty: 5088.946289
	Iteration 14Q: 3 clusters Score -4059248 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -4059339.000000 Penalty: 5088.946289
	Iteration 15Q: 3 clusters Score -4059339 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -4059390.500000 Penalty: 5088.946289
	Iteration 16Q: 3 clusters Score -4059390 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -4059430.500000 Penalty: 5088.946289
	Iteration 17Q: 3 clusters Score -4059430 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -4059449.500000 Penalty: 5088.946289
	Iteration 18Q: 3 clusters Score -4059450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -4059463.000000 Penalty: 5088.946289
	Iteration 19Q: 3 clusters Score -4059463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -4059479.250000 Penalty: 5088.946289
	Iteration 20F: 3 clusters Score -4059479 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -4059483.250000 Penalty: 5088.946289
	Iteration 21Q: 3 clusters Score -4059483 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -4059502.250000 Penalty: 5088.946289
	Iteration 22Q: 3 clusters Score -4059502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -4059512.500000 Penalty: 5088.946289
	Iteration 23Q: 3 clusters Score -4059512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -4059512.250000 Penalty: 5088.946289
	Iteration 24Q: 3 clusters Score -4059512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -4059523.750000 Penalty: 5088.946289
	Iteration 25Q: 3 clusters Score -4059524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -4059534.750000 Penalty: 5088.946289
	Iteration 26Q: 3 clusters Score -4059535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -4059543.250000 Penalty: 5088.946289
	Iteration 27Q: 3 clusters Score -4059543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -4059548.250000 Penalty: 5088.946289
	Iteration 28Q: 3 clusters Score -4059548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -4059552.000000 Penalty: 5088.946289
	Iteration 29Q: 3 clusters Score -4059552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -4059553.250000 Penalty: 5088.946289
	Iteration 30Q: 3 clusters Score -4059553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -4059552.750000 Penalty: 5088.946289
	Iteration 31Q: 3 clusters Score -4059553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -4059552.750000 Penalty: 5088.946289
	Iteration 32F: 3 clusters Score -4059553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (160616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160616 members 
Entering Unmasked Estep 
Score: -22401994.000000 Penalty: 2972.719238
	Iteration 0F: 2 clusters Score -2.240199e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80008 members 
Mstep: Class 2 contains 80608 members 
Entering Unmasked Estep 
Score: -22295914.000000 Penalty: 5945.438477
	Iteration 0F: 3 clusters Score -2.229591e+07 nChanged 77127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75391 members 
Mstep: Class 2 contains 85225 members 
Entering Unmasked Estep 
Score: -22340790.000000 Penalty: 5945.438477
	Iteration 1F: 3 clusters Score -2.234079e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72694 members 
Mstep: Class 2 contains 87922 members 
Entering Unmasked Estep 
Score: -22341986.000000 Penalty: 5945.438477
	Iteration 2Q: 3 clusters Score -2.234199e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68548 members 
Mstep: Class 2 contains 92068 members 
Entering Unmasked Estep 
Score: -22344096.000000 Penalty: 5945.438477
	Iteration 3Q: 3 clusters Score -2.23441e+07 nChanged 7094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62402 members 
Mstep: Class 2 contains 98214 members 
Entering Unmasked Estep 
Score: -22347638.000000 Penalty: 5945.438477
	Iteration 4Q: 3 clusters Score -2.234764e+07 nChanged 9309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53625 members 
Mstep: Class 2 contains 106991 members 
Entering Unmasked Estep 
Score: -22354012.000000 Penalty: 5945.438477
	Iteration 5F: 3 clusters Score -2.235401e+07 nChanged 11499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 118158 members 
Entering Unmasked Estep 
Score: -22363840.000000 Penalty: 5945.438477
	Iteration 6F: 3 clusters Score -2.236384e+07 nChanged 11984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 129936 members 
Entering Unmasked Estep 
Score: -22374632.000000 Penalty: 5945.438477
	Iteration 7F: 3 clusters Score -2.237463e+07 nChanged 10338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 140120 members 
Entering Unmasked Estep 
Score: -22383846.000000 Penalty: 5945.438477
	Iteration 8F: 3 clusters Score -2.238385e+07 nChanged 7547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 147567 members 
Entering Unmasked Estep 
Score: -22390334.000000 Penalty: 5945.438477
	Iteration 9Q: 3 clusters Score -2.239033e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 152481 members 
Entering Unmasked Estep 
Score: -22394378.000000 Penalty: 5945.438477
	Iteration 10Q: 3 clusters Score -2.239438e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 155522 members 
Entering Unmasked Estep 
Score: -22396742.000000 Penalty: 5945.438477
	Iteration 11Q: 3 clusters Score -2.239674e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 157350 members 
Entering Unmasked Estep 
Score: -22397984.000000 Penalty: 5945.438477
	Iteration 12Q: 3 clusters Score -2.239798e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 158421 members 
Entering Unmasked Estep 
Score: -22398598.000000 Penalty: 5945.438477
	Iteration 13Q: 3 clusters Score -2.23986e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 159028 members 
Entering Unmasked Estep 
Score: -22398964.000000 Penalty: 5945.438477
	Iteration 14Q: 3 clusters Score -2.239896e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 159377 members 
Entering Unmasked Estep 
Score: -22399144.000000 Penalty: 5945.438477
	Iteration 15Q: 3 clusters Score -2.239914e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 159604 members 
Entering Unmasked Estep 
Score: -22399292.000000 Penalty: 5945.438477
	Iteration 16Q: 3 clusters Score -2.239929e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 159736 members 
Entering Unmasked Estep 
Score: -22399380.000000 Penalty: 5945.438477
	Iteration 17Q: 3 clusters Score -2.239938e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 159808 members 
Entering Unmasked Estep 
Score: -22399438.000000 Penalty: 5945.438477
	Iteration 18Q: 3 clusters Score -2.239944e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 159852 members 
Entering Unmasked Estep 
Score: -22399452.000000 Penalty: 5945.438477
	Iteration 19Q: 3 clusters Score -2.239945e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 159879 members 
Entering Unmasked Estep 
Score: -22399460.000000 Penalty: 5945.438477
	Iteration 20F: 3 clusters Score -2.239946e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 159897 members 
Entering Unmasked Estep 
Score: -22399468.000000 Penalty: 5945.438477
	Iteration 21Q: 3 clusters Score -2.239947e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 159912 members 
Entering Unmasked Estep 
Score: -22399460.000000 Penalty: 5945.438477
	Iteration 22Q: 3 clusters Score -2.239946e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 159928 members 
Entering Unmasked Estep 
Score: -22399482.000000 Penalty: 5945.438477
	Iteration 23Q: 3 clusters Score -2.239948e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 159931 members 
Entering Unmasked Estep 
Score: -22399464.000000 Penalty: 5945.438477
	Iteration 24Q: 3 clusters Score -2.239946e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 159941 members 
Entering Unmasked Estep 
Score: -22399474.000000 Penalty: 5945.438477
	Iteration 25Q: 3 clusters Score -2.239947e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 159946 members 
Entering Unmasked Estep 
Score: -22399482.000000 Penalty: 5945.438477
	Iteration 26Q: 3 clusters Score -2.239948e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 159953 members 
Entering Unmasked Estep 
Score: -22399488.000000 Penalty: 5945.438477
	Iteration 27Q: 3 clusters Score -2.239949e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 159963 members 
Entering Unmasked Estep 
Score: -22399504.000000 Penalty: 5945.438477
	Iteration 28Q: 3 clusters Score -2.23995e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 159969 members 
Entering Unmasked Estep 
Score: -22399502.000000 Penalty: 5945.438477
	Iteration 29Q: 3 clusters Score -2.23995e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 159976 members 
Entering Unmasked Estep 
Score: -22399502.000000 Penalty: 5945.438477
	Iteration 30Q: 3 clusters Score -2.23995e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 159984 members 
Entering Unmasked Estep 
Score: -22399502.000000 Penalty: 5945.438477
	Iteration 31Q: 3 clusters Score -2.23995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 159988 members 
Entering Unmasked Estep 
Score: -22399508.000000 Penalty: 5945.438477
	Iteration 32Q: 3 clusters Score -2.239951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 159986 members 
Entering Unmasked Estep 
Score: -22399516.000000 Penalty: 5945.438477
	Iteration 33Q: 3 clusters Score -2.239952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 159986 members 
Entering Unmasked Estep 
Score: -22399522.000000 Penalty: 5945.438477
	Iteration 34Q: 3 clusters Score -2.239952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 159986 members 
Entering Unmasked Estep 
Score: -22399522.000000 Penalty: 5945.438477
	Iteration 35F: 3 clusters Score -2.239952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 162524 members 
Mstep: Class 2 contains 672 members 
Mstep: Class 3 contains 8185 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 65862 members 
Mstep: Class 6 contains 133295 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 1933 members 
Mstep: Class 10 contains 2246 members 
Mstep: Class 12 contains 3934 members 
Mstep: Class 13 contains 18263 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 54586 members 
Mstep: Class 16 contains 178012 members 
Mstep: Class 17 contains 35366 members 
Mstep: Class 18 contains 367 members 
Mstep: Class 19 contains 69455 members 
Mstep: Class 20 contains 28566 members 
Mstep: Class 21 contains 160616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132691832.000000 Penalty: 75160.835938
Iteration 79Q: 23 clusters Score -1.326918e+08 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 162648 members 
Mstep: Class 2 contains 669 members 
Mstep: Class 3 contains 8191 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 65760 members 
Mstep: Class 6 contains 133278 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2058 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2247 members 
Mstep: Class 11 contains 33565 members 
Mstep: Class 12 contains 3934 members 
Mstep: Class 13 contains 18269 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 54767 members 
Mstep: Class 16 contains 178028 members 
Mstep: Class 17 contains 35396 members 
Mstep: Class 18 contains 367 members 
Mstep: Class 19 contains 69476 members 
Mstep: Class 20 contains 28541 members 
Mstep: Class 21 contains 160394 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132692336.000000 Penalty: 75160.835938
Iteration 80F: 23 clusters Score -1.326923e+08 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 162129 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8188 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 65640 members 
Mstep: Class 6 contains 133267 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2158 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2247 members 
Mstep: Class 11 contains 34479 members 
Mstep: Class 12 contains 3933 members 
Mstep: Class 13 contains 18272 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 54976 members 
Mstep: Class 16 contains 178028 members 
Mstep: Class 17 contains 35436 members 
Mstep: Class 18 contains 369 members 
Mstep: Class 19 contains 69479 members 
Mstep: Class 20 contains 28514 members 
Mstep: Class 21 contains 159810 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132692424.000000 Penalty: 75160.835938
Iteration 81Q: 23 clusters Score -1.326924e+08 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 161930 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 8187 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 65492 members 
Mstep: Class 6 contains 133237 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2241 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2249 members 
Mstep: Class 11 contains 35086 members 
Mstep: Class 12 contains 3933 members 
Mstep: Class 13 contains 18277 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55093 members 
Mstep: Class 16 contains 178016 members 
Mstep: Class 17 contains 35444 members 
Mstep: Class 18 contains 369 members 
Mstep: Class 19 contains 69480 members 
Mstep: Class 20 contains 28459 members 
Mstep: Class 21 contains 159430 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132692720.000000 Penalty: 75160.835938
Iteration 82Q: 23 clusters Score -1.326927e+08 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 161712 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8182 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 65379 members 
Mstep: Class 6 contains 133211 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2314 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2248 members 
Mstep: Class 11 contains 35556 members 
Mstep: Class 12 contains 3933 members 
Mstep: Class 13 contains 18281 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55181 members 
Mstep: Class 16 contains 178001 members 
Mstep: Class 17 contains 35459 members 
Mstep: Class 18 contains 369 members 
Mstep: Class 19 contains 69478 members 
Mstep: Class 20 contains 28388 members 
Mstep: Class 21 contains 159232 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132693088.000000 Penalty: 75160.835938
Iteration 83Q: 23 clusters Score -1.326931e+08 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 161509 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8177 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 65271 members 
Mstep: Class 6 contains 133187 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2381 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2248 members 
Mstep: Class 11 contains 35933 members 
Mstep: Class 12 contains 3933 members 
Mstep: Class 13 contains 18280 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55270 members 
Mstep: Class 16 contains 177973 members 
Mstep: Class 17 contains 35446 members 
Mstep: Class 18 contains 369 members 
Mstep: Class 19 contains 69503 members 
Mstep: Class 20 contains 28312 members 
Mstep: Class 21 contains 159133 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132693264.000000 Penalty: 75160.835938
Iteration 84Q: 23 clusters Score -1.326933e+08 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 161379 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8167 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 65179 members 
Mstep: Class 6 contains 133163 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2431 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2253 members 
Mstep: Class 11 contains 36239 members 
Mstep: Class 12 contains 3934 members 
Mstep: Class 13 contains 18283 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55356 members 
Mstep: Class 16 contains 177960 members 
Mstep: Class 17 contains 35435 members 
Mstep: Class 18 contains 369 members 
Mstep: Class 19 contains 69554 members 
Mstep: Class 20 contains 28225 members 
Mstep: Class 21 contains 158999 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132693720.000000 Penalty: 75160.835938
Iteration 85Q: 23 clusters Score -1.326937e+08 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 161239 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8167 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 65097 members 
Mstep: Class 6 contains 133121 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2474 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2253 members 
Mstep: Class 11 contains 36485 members 
Mstep: Class 12 contains 3933 members 
Mstep: Class 13 contains 18279 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55442 members 
Mstep: Class 16 contains 177926 members 
Mstep: Class 17 contains 35426 members 
Mstep: Class 18 contains 369 members 
Mstep: Class 19 contains 69630 members 
Mstep: Class 20 contains 28151 members 
Mstep: Class 21 contains 158934 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132693896.000000 Penalty: 75160.835938
Iteration 86Q: 23 clusters Score -1.326939e+08 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 161072 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8165 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 65024 members 
Mstep: Class 6 contains 133076 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2510 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2253 members 
Mstep: Class 11 contains 36704 members 
Mstep: Class 12 contains 3933 members 
Mstep: Class 13 contains 18284 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55515 members 
Mstep: Class 16 contains 177903 members 
Mstep: Class 17 contains 35429 members 
Mstep: Class 18 contains 369 members 
Mstep: Class 19 contains 69737 members 
Mstep: Class 20 contains 28062 members 
Mstep: Class 21 contains 158889 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132694048.000000 Penalty: 75160.835938
Iteration 87Q: 23 clusters Score -1.32694e+08 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 160867 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 8163 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64961 members 
Mstep: Class 6 contains 133041 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2534 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2251 members 
Mstep: Class 11 contains 36945 members 
Mstep: Class 12 contains 3933 members 
Mstep: Class 13 contains 18274 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55596 members 
Mstep: Class 16 contains 177893 members 
Mstep: Class 17 contains 35418 members 
Mstep: Class 18 contains 369 members 
Mstep: Class 19 contains 69854 members 
Mstep: Class 20 contains 27982 members 
Mstep: Class 21 contains 158842 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132694208.000000 Penalty: 75160.835938
Iteration 88Q: 23 clusters Score -1.326942e+08 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 160717 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 8161 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64906 members 
Mstep: Class 6 contains 133020 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2563 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2251 members 
Mstep: Class 11 contains 37134 members 
Mstep: Class 12 contains 3933 members 
Mstep: Class 13 contains 18265 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55647 members 
Mstep: Class 16 contains 177872 members 
Mstep: Class 17 contains 35388 members 
Mstep: Class 18 contains 369 members 
Mstep: Class 19 contains 69982 members 
Mstep: Class 20 contains 27899 members 
Mstep: Class 21 contains 158816 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132694448.000000 Penalty: 75160.835938
Iteration 89Q: 23 clusters Score -1.326944e+08 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 160570 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8163 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64850 members 
Mstep: Class 6 contains 132988 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2586 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 37293 members 
Mstep: Class 12 contains 3933 members 
Mstep: Class 13 contains 18259 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55689 members 
Mstep: Class 16 contains 177847 members 
Mstep: Class 17 contains 35347 members 
Mstep: Class 18 contains 369 members 
Mstep: Class 19 contains 70088 members 
Mstep: Class 20 contains 27820 members 
Mstep: Class 21 contains 158872 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132694680.000000 Penalty: 75160.835938
Iteration 90Q: 23 clusters Score -1.326947e+08 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 160448 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8165 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64791 members 
Mstep: Class 6 contains 132945 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2604 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 37439 members 
Mstep: Class 12 contains 3933 members 
Mstep: Class 13 contains 18253 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55722 members 
Mstep: Class 16 contains 177837 members 
Mstep: Class 17 contains 35313 members 
Mstep: Class 18 contains 369 members 
Mstep: Class 19 contains 70196 members 
Mstep: Class 20 contains 27749 members 
Mstep: Class 21 contains 158910 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132694664.000000 Penalty: 75160.835938
Iteration 91Q: 23 clusters Score -1.326947e+08 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 160381 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8160 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64755 members 
Mstep: Class 6 contains 132898 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2616 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 37555 members 
Mstep: Class 12 contains 3933 members 
Mstep: Class 13 contains 18252 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55764 members 
Mstep: Class 16 contains 177839 members 
Mstep: Class 17 contains 35265 members 
Mstep: Class 18 contains 369 members 
Mstep: Class 19 contains 70281 members 
Mstep: Class 20 contains 27681 members 
Mstep: Class 21 contains 158925 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132694896.000000 Penalty: 75160.835938
Iteration 92Q: 23 clusters Score -1.326949e+08 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 160304 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8159 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64731 members 
Mstep: Class 6 contains 132860 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2629 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2249 members 
Mstep: Class 11 contains 37666 members 
Mstep: Class 12 contains 3933 members 
Mstep: Class 13 contains 18243 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55814 members 
Mstep: Class 16 contains 177829 members 
Mstep: Class 17 contains 35221 members 
Mstep: Class 18 contains 369 members 
Mstep: Class 19 contains 70352 members 
Mstep: Class 20 contains 27622 members 
Mstep: Class 21 contains 158943 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695048.000000 Penalty: 75160.835938
Iteration 93Q: 23 clusters Score -1.32695e+08 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 160220 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8157 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64707 members 
Mstep: Class 6 contains 132820 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2248 members 
Mstep: Class 11 contains 37776 members 
Mstep: Class 12 contains 3933 members 
Mstep: Class 13 contains 18235 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55844 members 
Mstep: Class 16 contains 177822 members 
Mstep: Class 17 contains 35174 members 
Mstep: Class 18 contains 369 members 
Mstep: Class 19 contains 70431 members 
Mstep: Class 20 contains 27565 members 
Mstep: Class 21 contains 158981 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695216.000000 Penalty: 75160.835938
Iteration 94Q: 23 clusters Score -1.326952e+08 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 160162 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8154 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64672 members 
Mstep: Class 6 contains 132777 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2652 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2246 members 
Mstep: Class 11 contains 37891 members 
Mstep: Class 12 contains 3933 members 
Mstep: Class 13 contains 18232 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55881 members 
Mstep: Class 16 contains 177799 members 
Mstep: Class 17 contains 35128 members 
Mstep: Class 18 contains 369 members 
Mstep: Class 19 contains 70515 members 
Mstep: Class 20 contains 27509 members 
Mstep: Class 21 contains 159004 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695608.000000 Penalty: 75160.835938
Iteration 95Q: 23 clusters Score -1.326956e+08 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 160101 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8152 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64634 members 
Mstep: Class 6 contains 132729 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2661 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2246 members 
Mstep: Class 11 contains 37993 members 
Mstep: Class 12 contains 3933 members 
Mstep: Class 13 contains 18231 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55910 members 
Mstep: Class 16 contains 177786 members 
Mstep: Class 17 contains 35097 members 
Mstep: Class 18 contains 369 members 
Mstep: Class 19 contains 70582 members 
Mstep: Class 20 contains 27441 members 
Mstep: Class 21 contains 159059 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695552.000000 Penalty: 75160.835938
Iteration 96Q: 23 clusters Score -1.326956e+08 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 160046 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8151 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64604 members 
Mstep: Class 6 contains 132701 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 11 contains 38097 members 
Mstep: Class 12 contains 3933 members 
Mstep: Class 13 contains 18228 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55929 members 
Mstep: Class 16 contains 177761 members 
Mstep: Class 17 contains 35083 members 
Mstep: Class 18 contains 369 members 
Mstep: Class 19 contains 70648 members 
Mstep: Class 20 contains 27374 members 
Mstep: Class 21 contains 159084 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695784.000000 Penalty: 75160.835938
Iteration 97Q: 23 clusters Score -1.326958e+08 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 159965 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8152 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64577 members 
Mstep: Class 6 contains 132678 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2679 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 11 contains 38176 members 
Mstep: Class 12 contains 3933 members 
Mstep: Class 13 contains 18224 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55950 members 
Mstep: Class 16 contains 177744 members 
Mstep: Class 17 contains 35063 members 
Mstep: Class 18 contains 369 members 
Mstep: Class 19 contains 70708 members 
Mstep: Class 20 contains 27328 members 
Mstep: Class 21 contains 159134 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 98Q: 23 clusters Score -1.326958e+08 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 159936 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8149 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64543 members 
Mstep: Class 6 contains 132650 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2687 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 38258 members 
Mstep: Class 12 contains 3933 members 
Mstep: Class 13 contains 18221 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55958 members 
Mstep: Class 16 contains 177730 members 
Mstep: Class 17 contains 35041 members 
Mstep: Class 18 contains 369 members 
Mstep: Class 19 contains 70737 members 
Mstep: Class 20 contains 27298 members 
Mstep: Class 21 contains 159172 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695936.000000 Penalty: 75160.835938
Iteration 99Q: 23 clusters Score -1.326959e+08 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 159873 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8145 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64516 members 
Mstep: Class 6 contains 132623 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2696 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 38325 members 
Mstep: Class 12 contains 3933 members 
Mstep: Class 13 contains 18219 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55966 members 
Mstep: Class 16 contains 177715 members 
Mstep: Class 17 contains 35011 members 
Mstep: Class 18 contains 369 members 
Mstep: Class 19 contains 70782 members 
Mstep: Class 20 contains 27268 members 
Mstep: Class 21 contains 159241 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695616.000000 Penalty: 75160.835938
Iteration 100F: 23 clusters Score -1.326956e+08 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159831 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8147 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64496 members 
Mstep: Class 6 contains 132592 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2702 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 38378 members 
Mstep: Class 12 contains 3934 members 
Mstep: Class 13 contains 18216 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55972 members 
Mstep: Class 16 contains 177708 members 
Mstep: Class 17 contains 34962 members 
Mstep: Class 18 contains 370 members 
Mstep: Class 19 contains 70851 members 
Mstep: Class 20 contains 27243 members 
Mstep: Class 21 contains 159281 members 
Mstep: Class 22 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695920.000000 Penalty: 75160.835938
Iteration 101Q: 23 clusters Score -1.326959e+08 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159766 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8147 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64480 members 
Mstep: Class 6 contains 132567 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2707 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 38433 members 
Mstep: Class 12 contains 3934 members 
Mstep: Class 13 contains 18216 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55986 members 
Mstep: Class 16 contains 177692 members 
Mstep: Class 17 contains 34930 members 
Mstep: Class 18 contains 370 members 
Mstep: Class 19 contains 70912 members 
Mstep: Class 20 contains 27212 members 
Mstep: Class 21 contains 159330 members 
Mstep: Class 22 contains 954 members 
Entering Unmasked Estep 
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Iteration 102Q: 23 clusters Score -1.326962e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159737 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8150 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64471 members 
Mstep: Class 6 contains 132531 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2709 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 11 contains 38495 members 
Mstep: Class 12 contains 3933 members 
Mstep: Class 13 contains 18209 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55981 members 
Mstep: Class 16 contains 177685 members 
Mstep: Class 17 contains 34904 members 
Mstep: Class 18 contains 370 members 
Mstep: Class 19 contains 70974 members 
Mstep: Class 20 contains 27188 members 
Mstep: Class 21 contains 159343 members 
Mstep: Class 22 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132696208.000000 Penalty: 75160.835938
Iteration 103Q: 23 clusters Score -1.326962e+08 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159743 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8146 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64455 members 
Mstep: Class 6 contains 132495 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2715 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 38557 members 
Mstep: Class 12 contains 3932 members 
Mstep: Class 13 contains 18203 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55992 members 
Mstep: Class 16 contains 177677 members 
Mstep: Class 17 contains 34885 members 
Mstep: Class 18 contains 370 members 
Mstep: Class 19 contains 71032 members 
Mstep: Class 20 contains 27167 members 
Mstep: Class 21 contains 159314 members 
Mstep: Class 22 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132696440.000000 Penalty: 75160.835938
Iteration 104Q: 23 clusters Score -1.326964e+08 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159775 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8145 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64437 members 
Mstep: Class 6 contains 132461 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2717 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2240 members 
Mstep: Class 11 contains 38612 members 
Mstep: Class 12 contains 3932 members 
Mstep: Class 13 contains 18199 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55994 members 
Mstep: Class 16 contains 177681 members 
Mstep: Class 17 contains 34858 members 
Mstep: Class 18 contains 370 members 
Mstep: Class 19 contains 71089 members 
Mstep: Class 20 contains 27143 members 
Mstep: Class 21 contains 159272 members 
Mstep: Class 22 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132696304.000000 Penalty: 75160.835938
Iteration 105Q: 23 clusters Score -1.326963e+08 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159800 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8143 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64423 members 
Mstep: Class 6 contains 132411 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2722 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2239 members 
Mstep: Class 11 contains 38663 members 
Mstep: Class 12 contains 3932 members 
Mstep: Class 13 contains 18196 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55994 members 
Mstep: Class 16 contains 177683 members 
Mstep: Class 17 contains 34824 members 
Mstep: Class 18 contains 370 members 
Mstep: Class 19 contains 71166 members 
Mstep: Class 20 contains 27122 members 
Mstep: Class 21 contains 159237 members 
Mstep: Class 22 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132696296.000000 Penalty: 75160.835938
Iteration 106Q: 23 clusters Score -1.326963e+08 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159879 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8146 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64410 members 
Mstep: Class 6 contains 132377 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2723 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2240 members 
Mstep: Class 11 contains 38712 members 
Mstep: Class 12 contains 3933 members 
Mstep: Class 13 contains 18194 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55990 members 
Mstep: Class 16 contains 177674 members 
Mstep: Class 17 contains 34801 members 
Mstep: Class 18 contains 370 members 
Mstep: Class 19 contains 71248 members 
Mstep: Class 20 contains 27101 members 
Mstep: Class 21 contains 159127 members 
Mstep: Class 22 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132696392.000000 Penalty: 75160.835938
Iteration 107Q: 23 clusters Score -1.326964e+08 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159917 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8147 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64396 members 
Mstep: Class 6 contains 132336 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2724 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2238 members 
Mstep: Class 11 contains 38752 members 
Mstep: Class 12 contains 3933 members 
Mstep: Class 13 contains 18190 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56002 members 
Mstep: Class 16 contains 177662 members 
Mstep: Class 17 contains 34793 members 
Mstep: Class 18 contains 370 members 
Mstep: Class 19 contains 71338 members 
Mstep: Class 20 contains 27090 members 
Mstep: Class 21 contains 159037 members 
Mstep: Class 22 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132696792.000000 Penalty: 75160.835938
Iteration 108Q: 23 clusters Score -1.326968e+08 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159938 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8147 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64387 members 
Mstep: Class 6 contains 132289 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2724 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2237 members 
Mstep: Class 11 contains 38778 members 
Mstep: Class 12 contains 3933 members 
Mstep: Class 13 contains 18191 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55995 members 
Mstep: Class 16 contains 177663 members 
Mstep: Class 17 contains 34780 members 
Mstep: Class 18 contains 370 members 
Mstep: Class 19 contains 71452 members 
Mstep: Class 20 contains 27067 members 
Mstep: Class 21 contains 158974 members 
Mstep: Class 22 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132696864.000000 Penalty: 75160.835938
Iteration 109Q: 23 clusters Score -1.326969e+08 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159920 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8153 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64383 members 
Mstep: Class 6 contains 132245 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2724 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2238 members 
Mstep: Class 11 contains 38823 members 
Mstep: Class 12 contains 3932 members 
Mstep: Class 13 contains 18187 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55996 members 
Mstep: Class 16 contains 177660 members 
Mstep: Class 17 contains 34766 members 
Mstep: Class 18 contains 370 members 
Mstep: Class 19 contains 71590 members 
Mstep: Class 20 contains 27055 members 
Mstep: Class 21 contains 158883 members 
Mstep: Class 22 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132696928.000000 Penalty: 75160.835938
Iteration 110Q: 23 clusters Score -1.326969e+08 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159849 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8157 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64370 members 
Mstep: Class 6 contains 132205 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2724 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2237 members 
Mstep: Class 11 contains 38863 members 
Mstep: Class 12 contains 3931 members 
Mstep: Class 13 contains 18183 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56017 members 
Mstep: Class 16 contains 177652 members 
Mstep: Class 17 contains 34757 members 
Mstep: Class 18 contains 370 members 
Mstep: Class 19 contains 71724 members 
Mstep: Class 20 contains 27055 members 
Mstep: Class 21 contains 158831 members 
Mstep: Class 22 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132697256.000000 Penalty: 75160.835938
Iteration 111Q: 23 clusters Score -1.326973e+08 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159807 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8162 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64347 members 
Mstep: Class 6 contains 132164 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2724 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2236 members 
Mstep: Class 11 contains 38898 members 
Mstep: Class 12 contains 3930 members 
Mstep: Class 13 contains 18178 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56018 members 
Mstep: Class 16 contains 177651 members 
Mstep: Class 17 contains 34748 members 
Mstep: Class 18 contains 370 members 
Mstep: Class 19 contains 71847 members 
Mstep: Class 20 contains 27047 members 
Mstep: Class 21 contains 158798 members 
Mstep: Class 22 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132697312.000000 Penalty: 75160.835938
Iteration 112Q: 23 clusters Score -1.326973e+08 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159786 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8164 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64332 members 
Mstep: Class 6 contains 132123 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2726 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2235 members 
Mstep: Class 11 contains 38930 members 
Mstep: Class 12 contains 3929 members 
Mstep: Class 13 contains 18171 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56034 members 
Mstep: Class 16 contains 177662 members 
Mstep: Class 17 contains 34741 members 
Mstep: Class 18 contains 370 members 
Mstep: Class 19 contains 71939 members 
Mstep: Class 20 contains 27033 members 
Mstep: Class 21 contains 158751 members 
Mstep: Class 22 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132697312.000000 Penalty: 75160.835938
Iteration 113Q: 23 clusters Score -1.326973e+08 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159725 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8169 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64320 members 
Mstep: Class 6 contains 132080 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2726 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2233 members 
Mstep: Class 11 contains 38969 members 
Mstep: Class 12 contains 3929 members 
Mstep: Class 13 contains 18163 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56060 members 
Mstep: Class 16 contains 177666 members 
Mstep: Class 17 contains 34733 members 
Mstep: Class 18 contains 370 members 
Mstep: Class 19 contains 72047 members 
Mstep: Class 20 contains 27018 members 
Mstep: Class 21 contains 158719 members 
Mstep: Class 22 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132697496.000000 Penalty: 75160.835938
Iteration 114Q: 23 clusters Score -1.326975e+08 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159723 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8168 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64298 members 
Mstep: Class 6 contains 132036 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2727 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 38991 members 
Mstep: Class 12 contains 3929 members 
Mstep: Class 13 contains 18159 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56072 members 
Mstep: Class 16 contains 177669 members 
Mstep: Class 17 contains 34712 members 
Mstep: Class 18 contains 370 members 
Mstep: Class 19 contains 72173 members 
Mstep: Class 20 contains 26993 members 
Mstep: Class 21 contains 158675 members 
Mstep: Class 22 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132697568.000000 Penalty: 75160.835938
Iteration 115Q: 23 clusters Score -1.326976e+08 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159740 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8167 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64269 members 
Mstep: Class 6 contains 131994 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2728 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2233 members 
Mstep: Class 11 contains 39019 members 
Mstep: Class 12 contains 3929 members 
Mstep: Class 13 contains 18150 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56100 members 
Mstep: Class 16 contains 177654 members 
Mstep: Class 17 contains 34702 members 
Mstep: Class 18 contains 370 members 
Mstep: Class 19 contains 72296 members 
Mstep: Class 20 contains 26979 members 
Mstep: Class 21 contains 158597 members 
Mstep: Class 22 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132697368.000000 Penalty: 75160.835938
Iteration 116Q: 23 clusters Score -1.326974e+08 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159745 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8160 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64255 members 
Mstep: Class 6 contains 131967 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2728 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2234 members 
Mstep: Class 11 contains 39044 members 
Mstep: Class 12 contains 3928 members 
Mstep: Class 13 contains 18145 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56131 members 
Mstep: Class 16 contains 177637 members 
Mstep: Class 17 contains 34678 members 
Mstep: Class 18 contains 370 members 
Mstep: Class 19 contains 72428 members 
Mstep: Class 20 contains 26967 members 
Mstep: Class 21 contains 158510 members 
Mstep: Class 22 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132697536.000000 Penalty: 75160.835938
Iteration 117Q: 23 clusters Score -1.326975e+08 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159772 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8159 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64238 members 
Mstep: Class 6 contains 131928 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2727 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2233 members 
Mstep: Class 11 contains 39079 members 
Mstep: Class 12 contains 3928 members 
Mstep: Class 13 contains 18142 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56153 members 
Mstep: Class 16 contains 177610 members 
Mstep: Class 17 contains 34656 members 
Mstep: Class 18 contains 370 members 
Mstep: Class 19 contains 72564 members 
Mstep: Class 20 contains 26959 members 
Mstep: Class 21 contains 158409 members 
Mstep: Class 22 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132697712.000000 Penalty: 75160.835938
Iteration 118Q: 23 clusters Score -1.326977e+08 nChanged 1056
Entering ConstructFrom: 
Score: -132697712.000000 Penalty: 75160.835938
Entering ConstructFrom: 
Trying to split cluster 1 (159802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159802 members 
Entering Unmasked Estep 
Score: -22321476.000000 Penalty: 2971.459229
	Iteration 0F: 2 clusters Score -2.232148e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79610 members 
Mstep: Class 2 contains 80192 members 
Entering Unmasked Estep 
Score: -22216198.000000 Penalty: 5942.918457
	Iteration 0F: 3 clusters Score -2.22162e+07 nChanged 76201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74955 members 
Mstep: Class 2 contains 84847 members 
Entering Unmasked Estep 
Score: -22260760.000000 Penalty: 5942.918457
	Iteration 1F: 3 clusters Score -2.226076e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71614 members 
Mstep: Class 2 contains 88188 members 
Entering Unmasked Estep 
Score: -22262876.000000 Penalty: 5942.918457
	Iteration 2Q: 3 clusters Score -2.226288e+07 nChanged 7835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66579 members 
Mstep: Class 2 contains 93223 members 
Entering Unmasked Estep 
Score: -22266614.000000 Penalty: 5942.918457
	Iteration 3Q: 3 clusters Score -2.226661e+07 nChanged 10164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 100563 members 
Entering Unmasked Estep 
Score: -22272626.000000 Penalty: 5942.918457
	Iteration 4F: 3 clusters Score -2.227263e+07 nChanged 12546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49411 members 
Mstep: Class 2 contains 110391 members 
Entering Unmasked Estep 
Score: -22282422.000000 Penalty: 5942.918457
	Iteration 5F: 3 clusters Score -2.228242e+07 nChanged 13245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 121002 members 
Entering Unmasked Estep 
Score: -22295292.000000 Penalty: 5942.918457
	Iteration 6F: 3 clusters Score -2.229529e+07 nChanged 10726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 129172 members 
Entering Unmasked Estep 
Score: -22306168.000000 Penalty: 5942.918457
	Iteration 7F: 3 clusters Score -2.230617e+07 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 133507 members 
Entering Unmasked Estep 
Score: -22312224.000000 Penalty: 5942.918457
	Iteration 8Q: 3 clusters Score -2.231222e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 136086 members 
Entering Unmasked Estep 
Score: -22314636.000000 Penalty: 5942.918457
	Iteration 9Q: 3 clusters Score -2.231464e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 138129 members 
Entering Unmasked Estep 
Score: -22315856.000000 Penalty: 5942.918457
	Iteration 10Q: 3 clusters Score -2.231586e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 139860 members 
Entering Unmasked Estep 
Score: -22316740.000000 Penalty: 5942.918457
	Iteration 11Q: 3 clusters Score -2.231674e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 141422 members 
Entering Unmasked Estep 
Score: -22317382.000000 Penalty: 5942.918457
	Iteration 12Q: 3 clusters Score -2.231738e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 142803 members 
Entering Unmasked Estep 
Score: -22317892.000000 Penalty: 5942.918457
	Iteration 13Q: 3 clusters Score -2.231789e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 143987 members 
Entering Unmasked Estep 
Score: -22318300.000000 Penalty: 5942.918457
	Iteration 14Q: 3 clusters Score -2.23183e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 145059 members 
Entering Unmasked Estep 
Score: -22318644.000000 Penalty: 5942.918457
	Iteration 15Q: 3 clusters Score -2.231864e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 145959 members 
Entering Unmasked Estep 
Score: -22318944.000000 Penalty: 5942.918457
	Iteration 16Q: 3 clusters Score -2.231894e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 146757 members 
Entering Unmasked Estep 
Score: -22319194.000000 Penalty: 5942.918457
	Iteration 17Q: 3 clusters Score -2.231919e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 147488 members 
Entering Unmasked Estep 
Score: -22319402.000000 Penalty: 5942.918457
	Iteration 18Q: 3 clusters Score -2.23194e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 148123 members 
Entering Unmasked Estep 
Score: -22319566.000000 Penalty: 5942.918457
	Iteration 19Q: 3 clusters Score -2.231957e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 148693 members 
Entering Unmasked Estep 
Score: -22319674.000000 Penalty: 5942.918457
	Iteration 20F: 3 clusters Score -2.231967e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 149206 members 
Entering Unmasked Estep 
Score: -22319816.000000 Penalty: 5942.918457
	Iteration 21Q: 3 clusters Score -2.231982e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 149684 members 
Entering Unmasked Estep 
Score: -22319932.000000 Penalty: 5942.918457
	Iteration 22Q: 3 clusters Score -2.231993e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 150103 members 
Entering Unmasked Estep 
Score: -22320006.000000 Penalty: 5942.918457
	Iteration 23Q: 3 clusters Score -2.232001e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 150508 members 
Entering Unmasked Estep 
Score: -22320078.000000 Penalty: 5942.918457
	Iteration 24Q: 3 clusters Score -2.232008e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 150870 members 
Entering Unmasked Estep 
Score: -22320092.000000 Penalty: 5942.918457
	Iteration 25Q: 3 clusters Score -2.232009e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 151218 members 
Entering Unmasked Estep 
Score: -22320168.000000 Penalty: 5942.918457
	Iteration 26Q: 3 clusters Score -2.232017e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 151525 members 
Entering Unmasked Estep 
Score: -22320198.000000 Penalty: 5942.918457
	Iteration 27Q: 3 clusters Score -2.23202e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 151799 members 
Entering Unmasked Estep 
Score: -22320178.000000 Penalty: 5942.918457
	Iteration 28Q: 3 clusters Score -2.232018e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 152071 members 
Entering Unmasked Estep 
Score: -22320230.000000 Penalty: 5942.918457
	Iteration 29Q: 3 clusters Score -2.232023e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 152313 members 
Entering Unmasked Estep 
Score: -22320266.000000 Penalty: 5942.918457
	Iteration 30Q: 3 clusters Score -2.232027e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 152550 members 
Entering Unmasked Estep 
Score: -22320258.000000 Penalty: 5942.918457
	Iteration 31Q: 3 clusters Score -2.232026e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 152757 members 
Entering Unmasked Estep 
Score: -22320298.000000 Penalty: 5942.918457
	Iteration 32Q: 3 clusters Score -2.23203e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 152959 members 
Entering Unmasked Estep 
Score: -22320326.000000 Penalty: 5942.918457
	Iteration 33Q: 3 clusters Score -2.232033e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 153144 members 
Entering Unmasked Estep 
Score: -22320294.000000 Penalty: 5942.918457
	Iteration 34Q: 3 clusters Score -2.232029e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 153311 members 
Entering Unmasked Estep 
Score: -22320340.000000 Penalty: 5942.918457
	Iteration 35Q: 3 clusters Score -2.232034e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 153468 members 
Entering Unmasked Estep 
Score: -22320422.000000 Penalty: 5942.918457
	Iteration 36Q: 3 clusters Score -2.232042e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 153625 members 
Entering Unmasked Estep 
Score: -22320480.000000 Penalty: 5942.918457
	Iteration 37Q: 3 clusters Score -2.232048e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 153752 members 
Entering Unmasked Estep 
Score: -22320484.000000 Penalty: 5942.918457
	Iteration 38Q: 3 clusters Score -2.232048e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 153856 members 
Entering Unmasked Estep 
Score: -22320474.000000 Penalty: 5942.918457
	Iteration 39Q: 3 clusters Score -2.232047e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 153952 members 
Entering Unmasked Estep 
Score: -22320496.000000 Penalty: 5942.918457
	Iteration 40F: 3 clusters Score -2.23205e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 154041 members 
Entering Unmasked Estep 
Score: -22320516.000000 Penalty: 5942.918457
	Iteration 41Q: 3 clusters Score -2.232052e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 154126 members 
Entering Unmasked Estep 
Score: -22320516.000000 Penalty: 5942.918457
	Iteration 42Q: 3 clusters Score -2.232052e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 154200 members 
Entering Unmasked Estep 
Score: -22320538.000000 Penalty: 5942.918457
	Iteration 43Q: 3 clusters Score -2.232054e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 154259 members 
Entering Unmasked Estep 
Score: -22320546.000000 Penalty: 5942.918457
	Iteration 44Q: 3 clusters Score -2.232055e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 154310 members 
Entering Unmasked Estep 
Score: -22320566.000000 Penalty: 5942.918457
	Iteration 45Q: 3 clusters Score -2.232057e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 154348 members 
Entering Unmasked Estep 
Score: -22320568.000000 Penalty: 5942.918457
	Iteration 46Q: 3 clusters Score -2.232057e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 154377 members 
Entering Unmasked Estep 
Score: -22320516.000000 Penalty: 5942.918457
	Iteration 47Q: 3 clusters Score -2.232052e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 154412 members 
Entering Unmasked Estep 
Score: -22320516.000000 Penalty: 5942.918457
	Iteration 48Q: 3 clusters Score -2.232052e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 154445 members 
Entering Unmasked Estep 
Score: -22320528.000000 Penalty: 5942.918457
	Iteration 49Q: 3 clusters Score -2.232053e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 154479 members 
Entering Unmasked Estep 
Score: -22320550.000000 Penalty: 5942.918457
	Iteration 50Q: 3 clusters Score -2.232055e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 154517 members 
Entering Unmasked Estep 
Score: -22320532.000000 Penalty: 5942.918457
	Iteration 51Q: 3 clusters Score -2.232053e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 154557 members 
Entering Unmasked Estep 
Score: -22320518.000000 Penalty: 5942.918457
	Iteration 52Q: 3 clusters Score -2.232052e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 154603 members 
Entering Unmasked Estep 
Score: -22320556.000000 Penalty: 5942.918457
	Iteration 53Q: 3 clusters Score -2.232056e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 154645 members 
Entering Unmasked Estep 
Score: -22320562.000000 Penalty: 5942.918457
	Iteration 54Q: 3 clusters Score -2.232056e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 154686 members 
Entering Unmasked Estep 
Score: -22320584.000000 Penalty: 5942.918457
	Iteration 55Q: 3 clusters Score -2.232058e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 154723 members 
Entering Unmasked Estep 
Score: -22320606.000000 Penalty: 5942.918457
	Iteration 56Q: 3 clusters Score -2.232061e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 154754 members 
Entering Unmasked Estep 
Score: -22320618.000000 Penalty: 5942.918457
	Iteration 57Q: 3 clusters Score -2.232062e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 154783 members 
Entering Unmasked Estep 
Score: -22320612.000000 Penalty: 5942.918457
	Iteration 58Q: 3 clusters Score -2.232061e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 154815 members 
Entering Unmasked Estep 
Score: -22320616.000000 Penalty: 5942.918457
	Iteration 59Q: 3 clusters Score -2.232062e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 154842 members 
Entering Unmasked Estep 
Score: -22320602.000000 Penalty: 5942.918457
	Iteration 60F: 3 clusters Score -2.23206e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 154867 members 
Entering Unmasked Estep 
Score: -22320608.000000 Penalty: 5942.918457
	Iteration 61Q: 3 clusters Score -2.232061e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 154887 members 
Entering Unmasked Estep 
Score: -22320594.000000 Penalty: 5942.918457
	Iteration 62Q: 3 clusters Score -2.232059e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 154905 members 
Entering Unmasked Estep 
Score: -22320578.000000 Penalty: 5942.918457
	Iteration 63Q: 3 clusters Score -2.232058e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 154920 members 
Entering Unmasked Estep 
Score: -22320582.000000 Penalty: 5942.918457
	Iteration 64Q: 3 clusters Score -2.232058e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 154933 members 
Entering Unmasked Estep 
Score: -22320594.000000 Penalty: 5942.918457
	Iteration 65Q: 3 clusters Score -2.232059e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 154942 members 
Entering Unmasked Estep 
Score: -22320612.000000 Penalty: 5942.918457
	Iteration 66Q: 3 clusters Score -2.232061e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 154951 members 
Entering Unmasked Estep 
Score: -22320616.000000 Penalty: 5942.918457
	Iteration 67Q: 3 clusters Score -2.232062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 154956 members 
Entering Unmasked Estep 
Score: -22320620.000000 Penalty: 5942.918457
	Iteration 68Q: 3 clusters Score -2.232062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 154963 members 
Entering Unmasked Estep 
Score: -22320608.000000 Penalty: 5942.918457
	Iteration 69Q: 3 clusters Score -2.232061e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 154969 members 
Entering Unmasked Estep 
Score: -22320612.000000 Penalty: 5942.918457
	Iteration 70Q: 3 clusters Score -2.232061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 154977 members 
Entering Unmasked Estep 
Score: -22320620.000000 Penalty: 5942.918457
	Iteration 71Q: 3 clusters Score -2.232062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 154983 members 
Entering Unmasked Estep 
Score: -22320600.000000 Penalty: 5942.918457
	Iteration 72Q: 3 clusters Score -2.23206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 154989 members 
Entering Unmasked Estep 
Score: -22320626.000000 Penalty: 5942.918457
	Iteration 73Q: 3 clusters Score -2.232063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 154997 members 
Entering Unmasked Estep 
Score: -22320622.000000 Penalty: 5942.918457
	Iteration 74Q: 3 clusters Score -2.232062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 155004 members 
Entering Unmasked Estep 
Score: -22320648.000000 Penalty: 5942.918457
	Iteration 75Q: 3 clusters Score -2.232065e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 155004 members 
Entering Unmasked Estep 
Score: -22320648.000000 Penalty: 5942.918457
	Iteration 76F: 3 clusters Score -2.232065e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Entering Unmasked Estep 
Score: -83223.585938 Penalty: 1611.573975
	Iteration 0F: 2 clusters Score -83223.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -81635.000000 Penalty: 3223.147949
	Iteration 0F: 3 clusters Score -81635 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -81968.781250 Penalty: 3223.147949
	Iteration 1F: 3 clusters Score -81968.78 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -82070.828125 Penalty: 3223.147949
	Iteration 2F: 3 clusters Score -82070.83 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -82141.281250 Penalty: 3223.147949
	Iteration 3Q: 3 clusters Score -82141.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -82202.859375 Penalty: 3223.147949
	Iteration 4Q: 3 clusters Score -82202.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -82247.546875 Penalty: 3223.147949
	Iteration 5Q: 3 clusters Score -82247.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -82273.554688 Penalty: 3223.147949
	Iteration 6Q: 3 clusters Score -82273.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -82299.109375 Penalty: 3223.147949
	Iteration 7Q: 3 clusters Score -82299.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -82310.507812 Penalty: 3223.147949
	Iteration 8Q: 3 clusters Score -82310.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -82314.398438 Penalty: 3223.147949
	Iteration 9Q: 3 clusters Score -82314.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -82323.343750 Penalty: 3223.147949
	Iteration 10Q: 3 clusters Score -82323.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -82328.085938 Penalty: 3223.147949
	Iteration 11Q: 3 clusters Score -82328.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -82329.687500 Penalty: 3223.147949
	Iteration 12Q: 3 clusters Score -82329.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -82334.812500 Penalty: 3223.147949
	Iteration 13Q: 3 clusters Score -82334.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -82336.640625 Penalty: 3223.147949
	Iteration 14Q: 3 clusters Score -82336.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -82338.320312 Penalty: 3223.147949
	Iteration 15Q: 3 clusters Score -82338.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -82339.687500 Penalty: 3223.147949
	Iteration 16Q: 3 clusters Score -82339.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -82341.070312 Penalty: 3223.147949
	Iteration 17Q: 3 clusters Score -82341.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -82341.070312 Penalty: 3223.147949
	Iteration 18F: 3 clusters Score -82341.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Entering Unmasked Estep 
Score: -1102909.125000 Penalty: 2233.675049
	Iteration 0F: 2 clusters Score -1102909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1096377.000000 Penalty: 4467.350098
	Iteration 0F: 3 clusters Score -1096377 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1098143.500000 Penalty: 4467.350098
	Iteration 1F: 3 clusters Score -1098144 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1098433.750000 Penalty: 4467.350098
	Iteration 2F: 3 clusters Score -1098434 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1098657.000000 Penalty: 4467.350098
	Iteration 3F: 3 clusters Score -1098657 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1098857.125000 Penalty: 4467.350098
	Iteration 4Q: 3 clusters Score -1098857 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1099042.875000 Penalty: 4467.350098
	Iteration 5Q: 3 clusters Score -1099043 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1099246.125000 Penalty: 4467.350098
	Iteration 6Q: 3 clusters Score -1099246 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1099481.250000 Penalty: 4467.350098
	Iteration 7Q: 3 clusters Score -1099481 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1099753.500000 Penalty: 4467.350098
	Iteration 8Q: 3 clusters Score -1099754 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1100107.375000 Penalty: 4467.350098
	Iteration 9Q: 3 clusters Score -1100107 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1100458.875000 Penalty: 4467.350098
	Iteration 10F: 3 clusters Score -1100459 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1100741.625000 Penalty: 4467.350098
	Iteration 11Q: 3 clusters Score -1100742 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1100953.750000 Penalty: 4467.350098
	Iteration 12Q: 3 clusters Score -1100954 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1101104.500000 Penalty: 4467.350098
	Iteration 13Q: 3 clusters Score -1101104 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1101201.000000 Penalty: 4467.350098
	Iteration 14Q: 3 clusters Score -1101201 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1101254.625000 Penalty: 4467.350098
	Iteration 15Q: 3 clusters Score -1101255 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1101299.375000 Penalty: 4467.350098
	Iteration 16Q: 3 clusters Score -1101299 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1101337.375000 Penalty: 4467.350098
	Iteration 17Q: 3 clusters Score -1101337 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1101369.875000 Penalty: 4467.350098
	Iteration 18Q: 3 clusters Score -1101370 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1101391.000000 Penalty: 4467.350098
	Iteration 19Q: 3 clusters Score -1101391 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1101408.750000 Penalty: 4467.350098
	Iteration 20F: 3 clusters Score -1101409 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1101421.500000 Penalty: 4467.350098
	Iteration 21Q: 3 clusters Score -1101422 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1101422.625000 Penalty: 4467.350098
	Iteration 22Q: 3 clusters Score -1101423 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1101433.500000 Penalty: 4467.350098
	Iteration 23Q: 3 clusters Score -1101434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1101442.750000 Penalty: 4467.350098
	Iteration 24Q: 3 clusters Score -1101443 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1101442.125000 Penalty: 4467.350098
	Iteration 25Q: 3 clusters Score -1101442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1101443.000000 Penalty: 4467.350098
	Iteration 26Q: 3 clusters Score -1101443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1101444.250000 Penalty: 4467.350098
	Iteration 27Q: 3 clusters Score -1101444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1101444.750000 Penalty: 4467.350098
	Iteration 28Q: 3 clusters Score -1101445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1101443.500000 Penalty: 4467.350098
	Iteration 29Q: 3 clusters Score -1101444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1101443.500000 Penalty: 4467.350098
	Iteration 30F: 3 clusters Score -1101444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -80229.398438 Penalty: 1586.024902
	Iteration 0F: 2 clusters Score -80229.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -78636.445312 Penalty: 3172.049805
	Iteration 0F: 3 clusters Score -78636.45 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -78810.398438 Penalty: 3172.049805
	Iteration 1F: 3 clusters Score -78810.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -78861.500000 Penalty: 3172.049805
	Iteration 2Q: 3 clusters Score -78861.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -78888.078125 Penalty: 3172.049805
	Iteration 3Q: 3 clusters Score -78888.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -78913.578125 Penalty: 3172.049805
	Iteration 4Q: 3 clusters Score -78913.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -78928.445312 Penalty: 3172.049805
	Iteration 5Q: 3 clusters Score -78928.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -78935.109375 Penalty: 3172.049805
	Iteration 6Q: 3 clusters Score -78935.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -78944.250000 Penalty: 3172.049805
	Iteration 7Q: 3 clusters Score -78944.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -78949.062500 Penalty: 3172.049805
	Iteration 8Q: 3 clusters Score -78949.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -78950.304688 Penalty: 3172.049805
	Iteration 9Q: 3 clusters Score -78950.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -78955.179688 Penalty: 3172.049805
	Iteration 10Q: 3 clusters Score -78955.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -78955.867188 Penalty: 3172.049805
	Iteration 11Q: 3 clusters Score -78955.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -78955.867188 Penalty: 3172.049805
	Iteration 12F: 3 clusters Score -78955.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (64218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64218 members 
Entering Unmasked Estep 
Score: -9045718.000000 Penalty: 2745.369629
	Iteration 0F: 2 clusters Score -9045718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -9002539.000000 Penalty: 5490.739258
	Iteration 0F: 3 clusters Score -9002539 nChanged 29954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -9019369.000000 Penalty: 5490.739258
	Iteration 1F: 3 clusters Score -9019369 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -9020084.000000 Penalty: 5490.739258
	Iteration 2Q: 3 clusters Score -9020084 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -9021022.000000 Penalty: 5490.739258
	Iteration 3Q: 3 clusters Score -9021022 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -9022314.000000 Penalty: 5490.739258
	Iteration 4Q: 3 clusters Score -9022314 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -9024309.000000 Penalty: 5490.739258
	Iteration 5F: 3 clusters Score -9024309 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 44899 members 
Entering Unmasked Estep 
Score: -9027286.000000 Penalty: 5490.739258
	Iteration 6F: 3 clusters Score -9027286 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 49486 members 
Entering Unmasked Estep 
Score: -9031319.000000 Penalty: 5490.739258
	Iteration 7F: 3 clusters Score -9031319 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 54068 members 
Entering Unmasked Estep 
Score: -9035509.000000 Penalty: 5490.739258
	Iteration 8F: 3 clusters Score -9035509 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 57797 members 
Entering Unmasked Estep 
Score: -9039001.000000 Penalty: 5490.739258
	Iteration 9F: 3 clusters Score -9039001 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 60328 members 
Entering Unmasked Estep 
Score: -9041107.000000 Penalty: 5490.739258
	Iteration 10Q: 3 clusters Score -9041107 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 61788 members 
Entering Unmasked Estep 
Score: -9042219.000000 Penalty: 5490.739258
	Iteration 11Q: 3 clusters Score -9042219 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 62557 members 
Entering Unmasked Estep 
Score: -9042720.000000 Penalty: 5490.739258
	Iteration 12Q: 3 clusters Score -9042720 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 62954 members 
Entering Unmasked Estep 
Score: -9043009.000000 Penalty: 5490.739258
	Iteration 13Q: 3 clusters Score -9043009 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 63188 members 
Entering Unmasked Estep 
Score: -9043149.000000 Penalty: 5490.739258
	Iteration 14Q: 3 clusters Score -9043149 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 63308 members 
Entering Unmasked Estep 
Score: -9043283.000000 Penalty: 5490.739258
	Iteration 15Q: 3 clusters Score -9043283 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 63386 members 
Entering Unmasked Estep 
Score: -9043328.000000 Penalty: 5490.739258
	Iteration 16Q: 3 clusters Score -9043328 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 63442 members 
Entering Unmasked Estep 
Score: -9043344.000000 Penalty: 5490.739258
	Iteration 17Q: 3 clusters Score -9043344 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 63475 members 
Entering Unmasked Estep 
Score: -9043386.000000 Penalty: 5490.739258
	Iteration 18Q: 3 clusters Score -9043386 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 63519 members 
Entering Unmasked Estep 
Score: -9043425.000000 Penalty: 5490.739258
	Iteration 19Q: 3 clusters Score -9043425 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 63542 members 
Entering Unmasked Estep 
Score: -9043453.000000 Penalty: 5490.739258
	Iteration 20F: 3 clusters Score -9043453 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 63558 members 
Entering Unmasked Estep 
Score: -9043478.000000 Penalty: 5490.739258
	Iteration 21Q: 3 clusters Score -9043478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 63571 members 
Entering Unmasked Estep 
Score: -9043470.000000 Penalty: 5490.739258
	Iteration 22Q: 3 clusters Score -9043470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 63582 members 
Entering Unmasked Estep 
Score: -9043483.000000 Penalty: 5490.739258
	Iteration 23Q: 3 clusters Score -9043483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 63596 members 
Entering Unmasked Estep 
Score: -9043506.000000 Penalty: 5490.739258
	Iteration 24Q: 3 clusters Score -9043506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 63607 members 
Entering Unmasked Estep 
Score: -9043505.000000 Penalty: 5490.739258
	Iteration 25Q: 3 clusters Score -9043505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 63619 members 
Entering Unmasked Estep 
Score: -9043526.000000 Penalty: 5490.739258
	Iteration 26Q: 3 clusters Score -9043526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 63624 members 
Entering Unmasked Estep 
Score: -9043518.000000 Penalty: 5490.739258
	Iteration 27Q: 3 clusters Score -9043518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 63627 members 
Entering Unmasked Estep 
Score: -9043526.000000 Penalty: 5490.739258
	Iteration 28Q: 3 clusters Score -9043526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 63630 members 
Entering Unmasked Estep 
Score: -9043529.000000 Penalty: 5490.739258
	Iteration 29Q: 3 clusters Score -9043529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 63633 members 
Entering Unmasked Estep 
Score: -9043532.000000 Penalty: 5490.739258
	Iteration 30Q: 3 clusters Score -9043532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 63633 members 
Entering Unmasked Estep 
Score: -9043534.000000 Penalty: 5490.739258
	Iteration 31Q: 3 clusters Score -9043534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 63633 members 
Entering Unmasked Estep 
Score: -9043534.000000 Penalty: 5490.739258
	Iteration 32F: 3 clusters Score -9043534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (131891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131891 members 
Entering Unmasked Estep 
Score: -18670126.000000 Penalty: 2923.853271
	Iteration 0F: 2 clusters Score -1.867013e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66100 members 
Mstep: Class 2 contains 65791 members 
Entering Unmasked Estep 
Score: -18586888.000000 Penalty: 5847.706543
	Iteration 0F: 3 clusters Score -1.858689e+07 nChanged 62947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69809 members 
Mstep: Class 2 contains 62082 members 
Entering Unmasked Estep 
Score: -18622958.000000 Penalty: 5847.706543
	Iteration 1F: 3 clusters Score -1.862296e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71915 members 
Mstep: Class 2 contains 59976 members 
Entering Unmasked Estep 
Score: -18623714.000000 Penalty: 5847.706543
	Iteration 2Q: 3 clusters Score -1.862371e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75071 members 
Mstep: Class 2 contains 56820 members 
Entering Unmasked Estep 
Score: -18625106.000000 Penalty: 5847.706543
	Iteration 3Q: 3 clusters Score -1.862511e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79742 members 
Mstep: Class 2 contains 52149 members 
Entering Unmasked Estep 
Score: -18627240.000000 Penalty: 5847.706543
	Iteration 4Q: 3 clusters Score -1.862724e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86596 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -18630766.000000 Penalty: 5847.706543
	Iteration 5F: 3 clusters Score -1.863077e+07 nChanged 9354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95830 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -18636730.000000 Penalty: 5847.706543
	Iteration 6F: 3 clusters Score -1.863673e+07 nChanged 11273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107069 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -18645280.000000 Penalty: 5847.706543
	Iteration 7F: 3 clusters Score -1.864528e+07 nChanged 10973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118040 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -18654870.000000 Penalty: 5847.706543
	Iteration 8F: 3 clusters Score -1.865487e+07 nChanged 7669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125707 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -18661840.000000 Penalty: 5847.706543
	Iteration 9F: 3 clusters Score -1.866184e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129461 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -18665136.000000 Penalty: 5847.706543
	Iteration 10Q: 3 clusters Score -1.866514e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130894 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -18666462.000000 Penalty: 5847.706543
	Iteration 11Q: 3 clusters Score -1.866646e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131358 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -18667062.000000 Penalty: 5847.706543
	Iteration 12Q: 3 clusters Score -1.866706e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131499 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -18667202.000000 Penalty: 5847.706543
	Iteration 13Q: 3 clusters Score -1.86672e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131544 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -18667320.000000 Penalty: 5847.706543
	Iteration 14Q: 3 clusters Score -1.866732e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131565 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -18667346.000000 Penalty: 5847.706543
	Iteration 15Q: 3 clusters Score -1.866735e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131583 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -18667376.000000 Penalty: 5847.706543
	Iteration 16Q: 3 clusters Score -1.866738e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131593 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -18667396.000000 Penalty: 5847.706543
	Iteration 17Q: 3 clusters Score -1.86674e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131599 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -18667412.000000 Penalty: 5847.706543
	Iteration 18Q: 3 clusters Score -1.866741e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131607 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -18667428.000000 Penalty: 5847.706543
	Iteration 19Q: 3 clusters Score -1.866743e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131612 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -18667442.000000 Penalty: 5847.706543
	Iteration 20F: 3 clusters Score -1.866744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131615 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -18667440.000000 Penalty: 5847.706543
	Iteration 21Q: 3 clusters Score -1.866744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131616 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -18667444.000000 Penalty: 5847.706543
	Iteration 22Q: 3 clusters Score -1.866744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131617 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -18667448.000000 Penalty: 5847.706543
	Iteration 23Q: 3 clusters Score -1.866745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131616 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -18667460.000000 Penalty: 5847.706543
	Iteration 24Q: 3 clusters Score -1.866746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131617 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -18667456.000000 Penalty: 5847.706543
	Iteration 25Q: 3 clusters Score -1.866746e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131617 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -18667456.000000 Penalty: 5847.706543
	Iteration 26F: 3 clusters Score -1.866746e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Entering Unmasked Estep 
Score: -88087.414062 Penalty: 1661.476196
	Iteration 0F: 2 clusters Score -88087.41 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 406 members 
Entering Unmasked Estep 
Score: -86600.640625 Penalty: 3322.952393
	Iteration 0F: 3 clusters Score -86600.64 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -87785.140625 Penalty: 3322.952393
	Iteration 1F: 3 clusters Score -87785.14 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -88613.054688 Penalty: 3322.952393
	Iteration 2F: 3 clusters Score -88613.05 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -88819.117188 Penalty: 3322.952393
	Iteration 3F: 3 clusters Score -88819.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -88912.781250 Penalty: 3322.952393
	Iteration 4Q: 3 clusters Score -88912.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -88930.914062 Penalty: 3322.952393
	Iteration 5Q: 3 clusters Score -88930.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -88944.492188 Penalty: 3322.952393
	Iteration 6Q: 3 clusters Score -88944.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -88945.632812 Penalty: 3322.952393
	Iteration 7Q: 3 clusters Score -88945.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -88945.632812 Penalty: 3322.952393
	Iteration 8F: 3 clusters Score -88945.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159802 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8158 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64218 members 
Mstep: Class 6 contains 131891 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2234 members 
Mstep: Class 11 contains 39117 members 
Mstep: Class 12 contains 3928 members 
Mstep: Class 13 contains 18141 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56174 members 
Mstep: Class 16 contains 177582 members 
Mstep: Class 17 contains 34642 members 
Mstep: Class 18 contains 370 members 
Mstep: Class 19 contains 72686 members 
Mstep: Class 20 contains 26954 members 
Mstep: Class 21 contains 158301 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 565 members 
Entering Unmasked Estep 
Score: -132697128.000000 Penalty: 78577.234375
Splitting cluster 7 changes total score from -132697712.000000 to -132697128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Entering Unmasked Estep 
Score: -363858.250000 Penalty: 1962.099243
	Iteration 0F: 2 clusters Score -363858.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -360830.781250 Penalty: 3924.198486
	Iteration 0F: 3 clusters Score -360830.8 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -361399.250000 Penalty: 3924.198486
	Iteration 1F: 3 clusters Score -361399.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -361526.500000 Penalty: 3924.198486
	Iteration 2F: 3 clusters Score -361526.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -361596.875000 Penalty: 3924.198486
	Iteration 3Q: 3 clusters Score -361596.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -361635.531250 Penalty: 3924.198486
	Iteration 4Q: 3 clusters Score -361635.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -361681.156250 Penalty: 3924.198486
	Iteration 5Q: 3 clusters Score -361681.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -361725.781250 Penalty: 3924.198486
	Iteration 6Q: 3 clusters Score -361725.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -361784.312500 Penalty: 3924.198486
	Iteration 7Q: 3 clusters Score -361784.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -361829.437500 Penalty: 3924.198486
	Iteration 8Q: 3 clusters Score -361829.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -361875.843750 Penalty: 3924.198486
	Iteration 9Q: 3 clusters Score -361875.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -361913.437500 Penalty: 3924.198486
	Iteration 10Q: 3 clusters Score -361913.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -361940.250000 Penalty: 3924.198486
	Iteration 11Q: 3 clusters Score -361940.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -361955.687500 Penalty: 3924.198486
	Iteration 12Q: 3 clusters Score -361955.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -361972.687500 Penalty: 3924.198486
	Iteration 13Q: 3 clusters Score -361972.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -361985.968750 Penalty: 3924.198486
	Iteration 14Q: 3 clusters Score -361986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -361995.125000 Penalty: 3924.198486
	Iteration 15Q: 3 clusters Score -361995.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -362002.375000 Penalty: 3924.198486
	Iteration 16Q: 3 clusters Score -362002.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -362006.250000 Penalty: 3924.198486
	Iteration 17Q: 3 clusters Score -362006.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -362007.968750 Penalty: 3924.198486
	Iteration 18Q: 3 clusters Score -362008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -362009.812500 Penalty: 3924.198486
	Iteration 19Q: 3 clusters Score -362009.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -362011.406250 Penalty: 3924.198486
	Iteration 20F: 3 clusters Score -362011.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -362012.812500 Penalty: 3924.198486
	Iteration 21Q: 3 clusters Score -362012.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -362014.781250 Penalty: 3924.198486
	Iteration 22Q: 3 clusters Score -362014.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -362017.562500 Penalty: 3924.198486
	Iteration 23Q: 3 clusters Score -362017.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -362020.718750 Penalty: 3924.198486
	Iteration 24Q: 3 clusters Score -362020.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -362021.125000 Penalty: 3924.198486
	Iteration 25Q: 3 clusters Score -362021.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -362022.750000 Penalty: 3924.198486
	Iteration 26Q: 3 clusters Score -362022.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -362023.375000 Penalty: 3924.198486
	Iteration 27Q: 3 clusters Score -362023.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -362027.750000 Penalty: 3924.198486
	Iteration 28Q: 3 clusters Score -362027.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -362029.500000 Penalty: 3924.198486
	Iteration 29Q: 3 clusters Score -362029.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -362031.750000 Penalty: 3924.198486
	Iteration 30Q: 3 clusters Score -362031.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -362036.375000 Penalty: 3924.198486
	Iteration 31Q: 3 clusters Score -362036.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -362038.406250 Penalty: 3924.198486
	Iteration 32Q: 3 clusters Score -362038.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -362040.031250 Penalty: 3924.198486
	Iteration 33Q: 3 clusters Score -362040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -362042.406250 Penalty: 3924.198486
	Iteration 34Q: 3 clusters Score -362042.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -362046.000000 Penalty: 3924.198486
	Iteration 35Q: 3 clusters Score -362046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -362047.843750 Penalty: 3924.198486
	Iteration 36Q: 3 clusters Score -362047.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -362049.375000 Penalty: 3924.198486
	Iteration 37Q: 3 clusters Score -362049.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -362051.281250 Penalty: 3924.198486
	Iteration 38Q: 3 clusters Score -362051.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -362053.437500 Penalty: 3924.198486
	Iteration 39Q: 3 clusters Score -362053.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -362053.437500 Penalty: 3924.198486
	Iteration 40F: 3 clusters Score -362053.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -58996.222656 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -58996.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -57588.796875 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -57588.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -58136.125000 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -58136.12 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -58388.945312 Penalty: 3092.267822
	Iteration 2F: 3 clusters Score -58388.95 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -58606.519531 Penalty: 3092.267822
	Iteration 3F: 3 clusters Score -58606.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -58752.632812 Penalty: 3092.267822
	Iteration 4F: 3 clusters Score -58752.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -58804.218750 Penalty: 3092.267822
	Iteration 5Q: 3 clusters Score -58804.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -58937.058594 Penalty: 3092.267822
	Iteration 6Q: 3 clusters Score -58937.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -59212.332031 Penalty: 3092.267822
	Iteration 7Q: 3 clusters Score -59212.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -59275.726562 Penalty: 3092.267822
	Iteration 8Q: 3 clusters Score -59275.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -59285.308594 Penalty: 3092.267822
	Iteration 9Q: 3 clusters Score -59285.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -59285.308594 Penalty: 3092.267822
	Iteration 10F: 3 clusters Score -59285.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159802 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8158 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64218 members 
Mstep: Class 6 contains 131891 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 10 contains 2234 members 
Mstep: Class 11 contains 39117 members 
Mstep: Class 12 contains 3928 members 
Mstep: Class 13 contains 18141 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56174 members 
Mstep: Class 16 contains 177582 members 
Mstep: Class 17 contains 34642 members 
Mstep: Class 18 contains 370 members 
Mstep: Class 19 contains 72686 members 
Mstep: Class 20 contains 26954 members 
Mstep: Class 21 contains 158301 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 168 members 
Entering Unmasked Estep 
Score: -132696448.000000 Penalty: 78577.234375
Splitting cluster 9 changes total score from -132697712.000000 to -132696448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (2234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Entering Unmasked Estep 
Score: -307787.625000 Penalty: 1912.464111
	Iteration 0F: 2 clusters Score -307787.6 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 1125 members 
Entering Unmasked Estep 
Score: -305005.062500 Penalty: 3824.928223
	Iteration 0F: 3 clusters Score -305005.1 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -305465.656250 Penalty: 3824.928223
	Iteration 1F: 3 clusters Score -305465.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -305587.375000 Penalty: 3824.928223
	Iteration 2F: 3 clusters Score -305587.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -305652.156250 Penalty: 3824.928223
	Iteration 3Q: 3 clusters Score -305652.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -305693.218750 Penalty: 3824.928223
	Iteration 4Q: 3 clusters Score -305693.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -305715.562500 Penalty: 3824.928223
	Iteration 5Q: 3 clusters Score -305715.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -305724.718750 Penalty: 3824.928223
	Iteration 6Q: 3 clusters Score -305724.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -305734.906250 Penalty: 3824.928223
	Iteration 7Q: 3 clusters Score -305734.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -305737.906250 Penalty: 3824.928223
	Iteration 8Q: 3 clusters Score -305737.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -305743.062500 Penalty: 3824.928223
	Iteration 9Q: 3 clusters Score -305743.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -305744.156250 Penalty: 3824.928223
	Iteration 10Q: 3 clusters Score -305744.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -305744.093750 Penalty: 3824.928223
	Iteration 11Q: 3 clusters Score -305744.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -305744.750000 Penalty: 3824.928223
	Iteration 12Q: 3 clusters Score -305744.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -305746.031250 Penalty: 3824.928223
	Iteration 13Q: 3 clusters Score -305746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -305746.500000 Penalty: 3824.928223
	Iteration 14Q: 3 clusters Score -305746.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -305748.093750 Penalty: 3824.928223
	Iteration 15Q: 3 clusters Score -305748.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -305749.968750 Penalty: 3824.928223
	Iteration 16Q: 3 clusters Score -305750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -305750.812500 Penalty: 3824.928223
	Iteration 17Q: 3 clusters Score -305750.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -305751.500000 Penalty: 3824.928223
	Iteration 18Q: 3 clusters Score -305751.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -305752.218750 Penalty: 3824.928223
	Iteration 19Q: 3 clusters Score -305752.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -305752.593750 Penalty: 3824.928223
	Iteration 20F: 3 clusters Score -305752.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -305753.125000 Penalty: 3824.928223
	Iteration 21Q: 3 clusters Score -305753.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -305753.125000 Penalty: 3824.928223
	Iteration 22F: 3 clusters Score -305753.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Entering Unmasked Estep 
Score: -5360894.500000 Penalty: 2622.429443
	Iteration 0F: 2 clusters Score -5360894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -5334599.000000 Penalty: 5244.858887
	Iteration 0F: 3 clusters Score -5334599 nChanged 17819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -5344272.500000 Penalty: 5244.858887
	Iteration 1F: 3 clusters Score -5344272 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -5344716.500000 Penalty: 5244.858887
	Iteration 2Q: 3 clusters Score -5344716 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -5345114.000000 Penalty: 5244.858887
	Iteration 3Q: 3 clusters Score -5345114 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -5345431.500000 Penalty: 5244.858887
	Iteration 4Q: 3 clusters Score -5345432 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -5345724.500000 Penalty: 5244.858887
	Iteration 5Q: 3 clusters Score -5345724 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -5346124.500000 Penalty: 5244.858887
	Iteration 6Q: 3 clusters Score -5346124 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -5346512.500000 Penalty: 5244.858887
	Iteration 7Q: 3 clusters Score -5346512 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -5347136.000000 Penalty: 5244.858887
	Iteration 8Q: 3 clusters Score -5347136 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -5347959.500000 Penalty: 5244.858887
	Iteration 9Q: 3 clusters Score -5347960 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -5349166.000000 Penalty: 5244.858887
	Iteration 10Q: 3 clusters Score -5349166 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -5350771.500000 Penalty: 5244.858887
	Iteration 11F: 3 clusters Score -5350772 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -5352709.000000 Penalty: 5244.858887
	Iteration 12F: 3 clusters Score -5352709 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32707 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -5354718.500000 Penalty: 5244.858887
	Iteration 13F: 3 clusters Score -5354718 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -5356227.500000 Penalty: 5244.858887
	Iteration 14Q: 3 clusters Score -5356228 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -5357255.500000 Penalty: 5244.858887
	Iteration 15Q: 3 clusters Score -5357256 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35425 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -5357952.000000 Penalty: 5244.858887
	Iteration 16Q: 3 clusters Score -5357952 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -5358421.500000 Penalty: 5244.858887
	Iteration 17Q: 3 clusters Score -5358422 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -5358663.500000 Penalty: 5244.858887
	Iteration 18Q: 3 clusters Score -5358664 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -5358821.000000 Penalty: 5244.858887
	Iteration 19Q: 3 clusters Score -5358821 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -5358902.000000 Penalty: 5244.858887
	Iteration 20F: 3 clusters Score -5358902 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -5358956.000000 Penalty: 5244.858887
	Iteration 21Q: 3 clusters Score -5358956 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -5358993.500000 Penalty: 5244.858887
	Iteration 22Q: 3 clusters Score -5358994 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -5359008.500000 Penalty: 5244.858887
	Iteration 23Q: 3 clusters Score -5359008 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36620 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -5359040.500000 Penalty: 5244.858887
	Iteration 24Q: 3 clusters Score -5359040 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36666 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -5359062.500000 Penalty: 5244.858887
	Iteration 25Q: 3 clusters Score -5359062 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -5359093.500000 Penalty: 5244.858887
	Iteration 26Q: 3 clusters Score -5359094 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36713 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -5359102.000000 Penalty: 5244.858887
	Iteration 27Q: 3 clusters Score -5359102 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -5359111.500000 Penalty: 5244.858887
	Iteration 28Q: 3 clusters Score -5359112 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -5359123.000000 Penalty: 5244.858887
	Iteration 29Q: 3 clusters Score -5359123 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -5359123.500000 Penalty: 5244.858887
	Iteration 30Q: 3 clusters Score -5359124 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -5359132.500000 Penalty: 5244.858887
	Iteration 31Q: 3 clusters Score -5359132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -5359142.500000 Penalty: 5244.858887
	Iteration 32Q: 3 clusters Score -5359142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36784 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -5359140.500000 Penalty: 5244.858887
	Iteration 33Q: 3 clusters Score -5359140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -5359142.000000 Penalty: 5244.858887
	Iteration 34Q: 3 clusters Score -5359142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -5359140.500000 Penalty: 5244.858887
	Iteration 35Q: 3 clusters Score -5359140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -5359143.000000 Penalty: 5244.858887
	Iteration 36Q: 3 clusters Score -5359143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -5359152.000000 Penalty: 5244.858887
	Iteration 37Q: 3 clusters Score -5359152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -5359147.000000 Penalty: 5244.858887
	Iteration 38Q: 3 clusters Score -5359147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -5359144.500000 Penalty: 5244.858887
	Iteration 39Q: 3 clusters Score -5359144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -5359145.500000 Penalty: 5244.858887
	Iteration 40F: 3 clusters Score -5359146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -5359147.000000 Penalty: 5244.858887
	Iteration 41Q: 3 clusters Score -5359147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -5359149.000000 Penalty: 5244.858887
	Iteration 42Q: 3 clusters Score -5359149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -5359159.500000 Penalty: 5244.858887
	Iteration 43Q: 3 clusters Score -5359160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36803 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -5359155.500000 Penalty: 5244.858887
	Iteration 44Q: 3 clusters Score -5359156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36805 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -5359162.000000 Penalty: 5244.858887
	Iteration 45Q: 3 clusters Score -5359162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -5359165.500000 Penalty: 5244.858887
	Iteration 46Q: 3 clusters Score -5359166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -5359162.500000 Penalty: 5244.858887
	Iteration 47Q: 3 clusters Score -5359162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -5359165.000000 Penalty: 5244.858887
	Iteration 48Q: 3 clusters Score -5359165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -5359165.000000 Penalty: 5244.858887
	Iteration 49F: 3 clusters Score -5359165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Entering Unmasked Estep 
Score: -541615.875000 Penalty: 2052.419678
	Iteration 0F: 2 clusters Score -541615.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -537846.625000 Penalty: 4104.839355
	Iteration 0F: 3 clusters Score -537846.6 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -538685.000000 Penalty: 4104.839355
	Iteration 1F: 3 clusters Score -538685 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -538859.125000 Penalty: 4104.839355
	Iteration 2F: 3 clusters Score -538859.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -538960.750000 Penalty: 4104.839355
	Iteration 3Q: 3 clusters Score -538960.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -539017.187500 Penalty: 4104.839355
	Iteration 4Q: 3 clusters Score -539017.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -539060.750000 Penalty: 4104.839355
	Iteration 5Q: 3 clusters Score -539060.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -539093.187500 Penalty: 4104.839355
	Iteration 6Q: 3 clusters Score -539093.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -539129.437500 Penalty: 4104.839355
	Iteration 7Q: 3 clusters Score -539129.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -539160.500000 Penalty: 4104.839355
	Iteration 8Q: 3 clusters Score -539160.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -539184.312500 Penalty: 4104.839355
	Iteration 9Q: 3 clusters Score -539184.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -539202.437500 Penalty: 4104.839355
	Iteration 10Q: 3 clusters Score -539202.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -539215.937500 Penalty: 4104.839355
	Iteration 11Q: 3 clusters Score -539215.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -539231.937500 Penalty: 4104.839355
	Iteration 12Q: 3 clusters Score -539231.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -539247.750000 Penalty: 4104.839355
	Iteration 13Q: 3 clusters Score -539247.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -539260.875000 Penalty: 4104.839355
	Iteration 14Q: 3 clusters Score -539260.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -539274.875000 Penalty: 4104.839355
	Iteration 15Q: 3 clusters Score -539274.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -539291.562500 Penalty: 4104.839355
	Iteration 16Q: 3 clusters Score -539291.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -539305.062500 Penalty: 4104.839355
	Iteration 17Q: 3 clusters Score -539305.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -539314.562500 Penalty: 4104.839355
	Iteration 18Q: 3 clusters Score -539314.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -539325.750000 Penalty: 4104.839355
	Iteration 19Q: 3 clusters Score -539325.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -539334.500000 Penalty: 4104.839355
	Iteration 20F: 3 clusters Score -539334.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -539348.437500 Penalty: 4104.839355
	Iteration 21Q: 3 clusters Score -539348.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -539363.562500 Penalty: 4104.839355
	Iteration 22Q: 3 clusters Score -539363.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -539379.312500 Penalty: 4104.839355
	Iteration 23Q: 3 clusters Score -539379.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -539396.687500 Penalty: 4104.839355
	Iteration 24Q: 3 clusters Score -539396.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -539412.500000 Penalty: 4104.839355
	Iteration 25Q: 3 clusters Score -539412.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -539433.125000 Penalty: 4104.839355
	Iteration 26Q: 3 clusters Score -539433.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -539456.125000 Penalty: 4104.839355
	Iteration 27Q: 3 clusters Score -539456.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -539483.500000 Penalty: 4104.839355
	Iteration 28Q: 3 clusters Score -539483.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -539519.937500 Penalty: 4104.839355
	Iteration 29Q: 3 clusters Score -539519.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -539566.312500 Penalty: 4104.839355
	Iteration 30Q: 3 clusters Score -539566.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -539612.250000 Penalty: 4104.839355
	Iteration 31Q: 3 clusters Score -539612.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -539675.750000 Penalty: 4104.839355
	Iteration 32Q: 3 clusters Score -539675.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -539756.687500 Penalty: 4104.839355
	Iteration 33Q: 3 clusters Score -539756.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -539841.437500 Penalty: 4104.839355
	Iteration 34Q: 3 clusters Score -539841.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -539924.750000 Penalty: 4104.839355
	Iteration 35Q: 3 clusters Score -539924.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -540009.062500 Penalty: 4104.839355
	Iteration 36Q: 3 clusters Score -540009.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -540069.437500 Penalty: 4104.839355
	Iteration 37Q: 3 clusters Score -540069.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -540115.437500 Penalty: 4104.839355
	Iteration 38Q: 3 clusters Score -540115.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -540154.375000 Penalty: 4104.839355
	Iteration 39Q: 3 clusters Score -540154.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -540181.812500 Penalty: 4104.839355
	Iteration 40F: 3 clusters Score -540181.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -540197.500000 Penalty: 4104.839355
	Iteration 41Q: 3 clusters Score -540197.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -540210.500000 Penalty: 4104.839355
	Iteration 42Q: 3 clusters Score -540210.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -540225.312500 Penalty: 4104.839355
	Iteration 43Q: 3 clusters Score -540225.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -540236.062500 Penalty: 4104.839355
	Iteration 44Q: 3 clusters Score -540236.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -540248.000000 Penalty: 4104.839355
	Iteration 45Q: 3 clusters Score -540248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -540255.687500 Penalty: 4104.839355
	Iteration 46Q: 3 clusters Score -540255.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -540262.812500 Penalty: 4104.839355
	Iteration 47Q: 3 clusters Score -540262.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -540271.375000 Penalty: 4104.839355
	Iteration 48Q: 3 clusters Score -540271.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -540276.125000 Penalty: 4104.839355
	Iteration 49Q: 3 clusters Score -540276.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -540279.687500 Penalty: 4104.839355
	Iteration 50Q: 3 clusters Score -540279.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -540284.375000 Penalty: 4104.839355
	Iteration 51Q: 3 clusters Score -540284.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -540291.000000 Penalty: 4104.839355
	Iteration 52Q: 3 clusters Score -540291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -540294.250000 Penalty: 4104.839355
	Iteration 53Q: 3 clusters Score -540294.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -540297.750000 Penalty: 4104.839355
	Iteration 54Q: 3 clusters Score -540297.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -540303.312500 Penalty: 4104.839355
	Iteration 55Q: 3 clusters Score -540303.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -540306.750000 Penalty: 4104.839355
	Iteration 56Q: 3 clusters Score -540306.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -540310.812500 Penalty: 4104.839355
	Iteration 57Q: 3 clusters Score -540310.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -540317.125000 Penalty: 4104.839355
	Iteration 58Q: 3 clusters Score -540317.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -540321.812500 Penalty: 4104.839355
	Iteration 59Q: 3 clusters Score -540321.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -540325.187500 Penalty: 4104.839355
	Iteration 60F: 3 clusters Score -540325.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -540326.187500 Penalty: 4104.839355
	Iteration 61Q: 3 clusters Score -540326.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -540327.687500 Penalty: 4104.839355
	Iteration 62Q: 3 clusters Score -540327.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -540329.187500 Penalty: 4104.839355
	Iteration 63Q: 3 clusters Score -540329.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -540331.812500 Penalty: 4104.839355
	Iteration 64Q: 3 clusters Score -540331.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -540334.437500 Penalty: 4104.839355
	Iteration 65Q: 3 clusters Score -540334.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -540337.312500 Penalty: 4104.839355
	Iteration 66Q: 3 clusters Score -540337.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -540341.875000 Penalty: 4104.839355
	Iteration 67Q: 3 clusters Score -540341.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -540346.750000 Penalty: 4104.839355
	Iteration 68Q: 3 clusters Score -540346.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -540350.875000 Penalty: 4104.839355
	Iteration 69Q: 3 clusters Score -540350.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -540354.687500 Penalty: 4104.839355
	Iteration 70Q: 3 clusters Score -540354.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -540359.250000 Penalty: 4104.839355
	Iteration 71Q: 3 clusters Score -540359.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -540361.562500 Penalty: 4104.839355
	Iteration 72Q: 3 clusters Score -540361.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -540369.437500 Penalty: 4104.839355
	Iteration 73Q: 3 clusters Score -540369.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -540378.000000 Penalty: 4104.839355
	Iteration 74Q: 3 clusters Score -540378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -540385.500000 Penalty: 4104.839355
	Iteration 75Q: 3 clusters Score -540385.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -540393.375000 Penalty: 4104.839355
	Iteration 76Q: 3 clusters Score -540393.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -540399.625000 Penalty: 4104.839355
	Iteration 77Q: 3 clusters Score -540399.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -540408.125000 Penalty: 4104.839355
	Iteration 78Q: 3 clusters Score -540408.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -540414.375000 Penalty: 4104.839355
	Iteration 79Q: 3 clusters Score -540414.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -540422.500000 Penalty: 4104.839355
	Iteration 80F: 3 clusters Score -540422.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -540428.937500 Penalty: 4104.839355
	Iteration 81Q: 3 clusters Score -540428.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -540439.187500 Penalty: 4104.839355
	Iteration 82Q: 3 clusters Score -540439.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -540464.687500 Penalty: 4104.839355
	Iteration 83Q: 3 clusters Score -540464.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -540504.750000 Penalty: 4104.839355
	Iteration 84Q: 3 clusters Score -540504.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -540581.937500 Penalty: 4104.839355
	Iteration 85Q: 3 clusters Score -540581.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -540702.125000 Penalty: 4104.839355
	Iteration 86Q: 3 clusters Score -540702.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -540802.312500 Penalty: 4104.839355
	Iteration 87Q: 3 clusters Score -540802.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -540879.312500 Penalty: 4104.839355
	Iteration 88Q: 3 clusters Score -540879.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -540935.250000 Penalty: 4104.839355
	Iteration 89Q: 3 clusters Score -540935.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -540972.625000 Penalty: 4104.839355
	Iteration 90Q: 3 clusters Score -540972.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -541001.312500 Penalty: 4104.839355
	Iteration 91Q: 3 clusters Score -541001.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -541025.437500 Penalty: 4104.839355
	Iteration 92Q: 3 clusters Score -541025.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -541036.875000 Penalty: 4104.839355
	Iteration 93Q: 3 clusters Score -541036.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -541044.062500 Penalty: 4104.839355
	Iteration 94Q: 3 clusters Score -541044.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -541051.000000 Penalty: 4104.839355
	Iteration 95Q: 3 clusters Score -541051 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -541061.312500 Penalty: 4104.839355
	Iteration 96Q: 3 clusters Score -541061.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -541069.687500 Penalty: 4104.839355
	Iteration 97Q: 3 clusters Score -541069.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -541074.562500 Penalty: 4104.839355
	Iteration 98Q: 3 clusters Score -541074.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -541076.687500 Penalty: 4104.839355
	Iteration 99Q: 3 clusters Score -541076.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -541079.437500 Penalty: 4104.839355
	Iteration 100F: 3 clusters Score -541079.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -541079.500000 Penalty: 4104.839355
	Iteration 101Q: 3 clusters Score -541079.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -541080.062500 Penalty: 4104.839355
	Iteration 102Q: 3 clusters Score -541080.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -541080.062500 Penalty: 4104.839355
	Iteration 103F: 3 clusters Score -541080.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Entering Unmasked Estep 
Score: -2559522.000000 Penalty: 2431.870605
	Iteration 0F: 2 clusters Score -2559522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -2546572.500000 Penalty: 4863.741211
	Iteration 0F: 3 clusters Score -2546572 nChanged 7880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2550832.750000 Penalty: 4863.741211
	Iteration 1F: 3 clusters Score -2550833 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -2551168.750000 Penalty: 4863.741211
	Iteration 2F: 3 clusters Score -2551169 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2551457.500000 Penalty: 4863.741211
	Iteration 3Q: 3 clusters Score -2551458 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -2551719.250000 Penalty: 4863.741211
	Iteration 4Q: 3 clusters Score -2551719 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2551984.500000 Penalty: 4863.741211
	Iteration 5Q: 3 clusters Score -2551984 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -2552287.750000 Penalty: 4863.741211
	Iteration 6Q: 3 clusters Score -2552288 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -2552635.000000 Penalty: 4863.741211
	Iteration 7Q: 3 clusters Score -2552635 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2553076.250000 Penalty: 4863.741211
	Iteration 8Q: 3 clusters Score -2553076 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -2553644.750000 Penalty: 4863.741211
	Iteration 9Q: 3 clusters Score -2553645 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -2554312.500000 Penalty: 4863.741211
	Iteration 10F: 3 clusters Score -2554312 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2555043.000000 Penalty: 4863.741211
	Iteration 11F: 3 clusters Score -2555043 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -2555662.250000 Penalty: 4863.741211
	Iteration 12Q: 3 clusters Score -2555662 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -2556159.000000 Penalty: 4863.741211
	Iteration 13Q: 3 clusters Score -2556159 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -2556518.250000 Penalty: 4863.741211
	Iteration 14Q: 3 clusters Score -2556518 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -2556768.250000 Penalty: 4863.741211
	Iteration 15Q: 3 clusters Score -2556768 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -2556947.500000 Penalty: 4863.741211
	Iteration 16Q: 3 clusters Score -2556948 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2557068.500000 Penalty: 4863.741211
	Iteration 17Q: 3 clusters Score -2557068 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -2557154.000000 Penalty: 4863.741211
	Iteration 18Q: 3 clusters Score -2557154 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -2557230.750000 Penalty: 4863.741211
	Iteration 19Q: 3 clusters Score -2557231 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -2557276.000000 Penalty: 4863.741211
	Iteration 20F: 3 clusters Score -2557276 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -2557316.000000 Penalty: 4863.741211
	Iteration 21Q: 3 clusters Score -2557316 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -2557347.250000 Penalty: 4863.741211
	Iteration 22Q: 3 clusters Score -2557347 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -2557383.250000 Penalty: 4863.741211
	Iteration 23Q: 3 clusters Score -2557383 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -2557406.000000 Penalty: 4863.741211
	Iteration 24Q: 3 clusters Score -2557406 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -2557420.000000 Penalty: 4863.741211
	Iteration 25Q: 3 clusters Score -2557420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -2557432.500000 Penalty: 4863.741211
	Iteration 26Q: 3 clusters Score -2557432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -2557442.750000 Penalty: 4863.741211
	Iteration 27Q: 3 clusters Score -2557443 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -2557457.500000 Penalty: 4863.741211
	Iteration 28Q: 3 clusters Score -2557458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -2557477.250000 Penalty: 4863.741211
	Iteration 29Q: 3 clusters Score -2557477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -2557484.000000 Penalty: 4863.741211
	Iteration 30Q: 3 clusters Score -2557484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -2557488.000000 Penalty: 4863.741211
	Iteration 31Q: 3 clusters Score -2557488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -2557493.500000 Penalty: 4863.741211
	Iteration 32Q: 3 clusters Score -2557494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -2557497.250000 Penalty: 4863.741211
	Iteration 33Q: 3 clusters Score -2557497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2557504.750000 Penalty: 4863.741211
	Iteration 34Q: 3 clusters Score -2557505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -2557510.000000 Penalty: 4863.741211
	Iteration 35Q: 3 clusters Score -2557510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -2557515.500000 Penalty: 4863.741211
	Iteration 36Q: 3 clusters Score -2557516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -2557524.500000 Penalty: 4863.741211
	Iteration 37Q: 3 clusters Score -2557524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -2557528.000000 Penalty: 4863.741211
	Iteration 38Q: 3 clusters Score -2557528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2557528.250000 Penalty: 4863.741211
	Iteration 39Q: 3 clusters Score -2557528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -2557532.500000 Penalty: 4863.741211
	Iteration 40F: 3 clusters Score -2557532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -2557535.250000 Penalty: 4863.741211
	Iteration 41Q: 3 clusters Score -2557535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -2557539.250000 Penalty: 4863.741211
	Iteration 42Q: 3 clusters Score -2557539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -2557541.500000 Penalty: 4863.741211
	Iteration 43Q: 3 clusters Score -2557542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -2557539.750000 Penalty: 4863.741211
	Iteration 44Q: 3 clusters Score -2557540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -2557539.750000 Penalty: 4863.741211
	Iteration 45F: 3 clusters Score -2557540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Entering Unmasked Estep 
Score: -79829.023438 Penalty: 1580.159790
	Iteration 0F: 2 clusters Score -79829.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -78237.789062 Penalty: 3160.319580
	Iteration 0F: 3 clusters Score -78237.79 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -78411.226562 Penalty: 3160.319580
	Iteration 1F: 3 clusters Score -78411.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -78457.484375 Penalty: 3160.319580
	Iteration 2Q: 3 clusters Score -78457.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -78466.617188 Penalty: 3160.319580
	Iteration 3Q: 3 clusters Score -78466.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -78471.601562 Penalty: 3160.319580
	Iteration 4Q: 3 clusters Score -78471.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -78473.671875 Penalty: 3160.319580
	Iteration 5Q: 3 clusters Score -78473.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -78475.929688 Penalty: 3160.319580
	Iteration 6Q: 3 clusters Score -78475.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -78478.890625 Penalty: 3160.319580
	Iteration 7Q: 3 clusters Score -78478.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -78480.117188 Penalty: 3160.319580
	Iteration 8Q: 3 clusters Score -78480.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -78480.117188 Penalty: 3160.319580
	Iteration 9F: 3 clusters Score -78480.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (56174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56174 members 
Entering Unmasked Estep 
Score: -7927903.500000 Penalty: 2712.179932
	Iteration 0F: 2 clusters Score -7927904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -7890081.500000 Penalty: 5424.359863
	Iteration 0F: 3 clusters Score -7890082 nChanged 26199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -7904915.000000 Penalty: 5424.359863
	Iteration 1F: 3 clusters Score -7904915 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -7905758.500000 Penalty: 5424.359863
	Iteration 2Q: 3 clusters Score -7905758 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -7906678.000000 Penalty: 5424.359863
	Iteration 3Q: 3 clusters Score -7906678 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -7907859.500000 Penalty: 5424.359863
	Iteration 4Q: 3 clusters Score -7907860 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -7909277.500000 Penalty: 5424.359863
	Iteration 5F: 3 clusters Score -7909278 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -7911166.500000 Penalty: 5424.359863
	Iteration 6F: 3 clusters Score -7911166 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -7913516.500000 Penalty: 5424.359863
	Iteration 7F: 3 clusters Score -7913516 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40951 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -7916175.000000 Penalty: 5424.359863
	Iteration 8F: 3 clusters Score -7916175 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44319 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -7919051.500000 Penalty: 5424.359863
	Iteration 9F: 3 clusters Score -7919052 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47290 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -7921542.500000 Penalty: 5424.359863
	Iteration 10F: 3 clusters Score -7921542 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49672 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -7923573.000000 Penalty: 5424.359863
	Iteration 11Q: 3 clusters Score -7923573 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51438 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -7925016.000000 Penalty: 5424.359863
	Iteration 12Q: 3 clusters Score -7925016 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52647 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -7925952.000000 Penalty: 5424.359863
	Iteration 13Q: 3 clusters Score -7925952 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53429 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -7926508.000000 Penalty: 5424.359863
	Iteration 14Q: 3 clusters Score -7926508 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53957 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -7926865.000000 Penalty: 5424.359863
	Iteration 15Q: 3 clusters Score -7926865 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54309 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -7927097.500000 Penalty: 5424.359863
	Iteration 16Q: 3 clusters Score -7927098 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54529 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -7927218.000000 Penalty: 5424.359863
	Iteration 17Q: 3 clusters Score -7927218 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54651 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -7927265.000000 Penalty: 5424.359863
	Iteration 18Q: 3 clusters Score -7927265 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54739 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -7927300.500000 Penalty: 5424.359863
	Iteration 19Q: 3 clusters Score -7927300 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54793 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -7927320.500000 Penalty: 5424.359863
	Iteration 20F: 3 clusters Score -7927320 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54833 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -7927329.000000 Penalty: 5424.359863
	Iteration 21Q: 3 clusters Score -7927329 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54862 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -7927332.000000 Penalty: 5424.359863
	Iteration 22Q: 3 clusters Score -7927332 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54885 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -7927342.500000 Penalty: 5424.359863
	Iteration 23Q: 3 clusters Score -7927342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54903 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -7927340.000000 Penalty: 5424.359863
	Iteration 24Q: 3 clusters Score -7927340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54920 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -7927349.000000 Penalty: 5424.359863
	Iteration 25Q: 3 clusters Score -7927349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54929 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -7927352.000000 Penalty: 5424.359863
	Iteration 26Q: 3 clusters Score -7927352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54944 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -7927346.500000 Penalty: 5424.359863
	Iteration 27Q: 3 clusters Score -7927346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54954 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -7927360.000000 Penalty: 5424.359863
	Iteration 28Q: 3 clusters Score -7927360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54963 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -7927361.500000 Penalty: 5424.359863
	Iteration 29Q: 3 clusters Score -7927362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54965 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -7927362.500000 Penalty: 5424.359863
	Iteration 30Q: 3 clusters Score -7927362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54967 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -7927361.500000 Penalty: 5424.359863
	Iteration 31Q: 3 clusters Score -7927362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54971 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -7927362.500000 Penalty: 5424.359863
	Iteration 32Q: 3 clusters Score -7927362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54972 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -7927359.500000 Penalty: 5424.359863
	Iteration 33Q: 3 clusters Score -7927360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54972 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -7927359.500000 Penalty: 5424.359863
	Iteration 34F: 3 clusters Score -7927360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (177582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177582 members 
Entering Unmasked Estep 
Score: -25010158.000000 Penalty: 2997.622559
	Iteration 0F: 2 clusters Score -2.501016e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88776 members 
Mstep: Class 2 contains 88806 members 
Entering Unmasked Estep 
Score: -24902388.000000 Penalty: 5995.245117
	Iteration 0F: 3 clusters Score -2.490239e+07 nChanged 85190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87618 members 
Mstep: Class 2 contains 89964 members 
Entering Unmasked Estep 
Score: -24952532.000000 Penalty: 5995.245117
	Iteration 1F: 3 clusters Score -2.495253e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87127 members 
Mstep: Class 2 contains 90455 members 
Entering Unmasked Estep 
Score: -24953792.000000 Penalty: 5995.245117
	Iteration 2Q: 3 clusters Score -2.495379e+07 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86334 members 
Mstep: Class 2 contains 91248 members 
Entering Unmasked Estep 
Score: -24955320.000000 Penalty: 5995.245117
	Iteration 3Q: 3 clusters Score -2.495532e+07 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85022 members 
Mstep: Class 2 contains 92560 members 
Entering Unmasked Estep 
Score: -24957456.000000 Penalty: 5995.245117
	Iteration 4Q: 3 clusters Score -2.495746e+07 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82965 members 
Mstep: Class 2 contains 94617 members 
Entering Unmasked Estep 
Score: -24960136.000000 Penalty: 5995.245117
	Iteration 5Q: 3 clusters Score -2.496014e+07 nChanged 8707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79802 members 
Mstep: Class 2 contains 97780 members 
Entering Unmasked Estep 
Score: -24963714.000000 Penalty: 5995.245117
	Iteration 6Q: 3 clusters Score -2.496371e+07 nChanged 10147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75477 members 
Mstep: Class 2 contains 102105 members 
Entering Unmasked Estep 
Score: -24969218.000000 Penalty: 5995.245117
	Iteration 7F: 3 clusters Score -2.496922e+07 nChanged 11659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70596 members 
Mstep: Class 2 contains 106986 members 
Entering Unmasked Estep 
Score: -24977032.000000 Penalty: 5995.245117
	Iteration 8F: 3 clusters Score -2.497703e+07 nChanged 12018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66398 members 
Mstep: Class 2 contains 111184 members 
Entering Unmasked Estep 
Score: -24985824.000000 Penalty: 5995.245117
	Iteration 9F: 3 clusters Score -2.498582e+07 nChanged 10493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64173 members 
Mstep: Class 2 contains 113409 members 
Entering Unmasked Estep 
Score: -24991950.000000 Penalty: 5995.245117
	Iteration 10F: 3 clusters Score -2.499195e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63274 members 
Mstep: Class 2 contains 114308 members 
Entering Unmasked Estep 
Score: -24994044.000000 Penalty: 5995.245117
	Iteration 11Q: 3 clusters Score -2.499404e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62844 members 
Mstep: Class 2 contains 114738 members 
Entering Unmasked Estep 
Score: -24994740.000000 Penalty: 5995.245117
	Iteration 12Q: 3 clusters Score -2.499474e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62617 members 
Mstep: Class 2 contains 114965 members 
Entering Unmasked Estep 
Score: -24995032.000000 Penalty: 5995.245117
	Iteration 13Q: 3 clusters Score -2.499503e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62394 members 
Mstep: Class 2 contains 115188 members 
Entering Unmasked Estep 
Score: -24995418.000000 Penalty: 5995.245117
	Iteration 14Q: 3 clusters Score -2.499542e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62234 members 
Mstep: Class 2 contains 115348 members 
Entering Unmasked Estep 
Score: -24995702.000000 Penalty: 5995.245117
	Iteration 15Q: 3 clusters Score -2.49957e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62122 members 
Mstep: Class 2 contains 115460 members 
Entering Unmasked Estep 
Score: -24995916.000000 Penalty: 5995.245117
	Iteration 16Q: 3 clusters Score -2.499592e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62039 members 
Mstep: Class 2 contains 115543 members 
Entering Unmasked Estep 
Score: -24996164.000000 Penalty: 5995.245117
	Iteration 17Q: 3 clusters Score -2.499616e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62035 members 
Mstep: Class 2 contains 115547 members 
Entering Unmasked Estep 
Score: -24996308.000000 Penalty: 5995.245117
	Iteration 18Q: 3 clusters Score -2.499631e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61998 members 
Mstep: Class 2 contains 115584 members 
Entering Unmasked Estep 
Score: -24996476.000000 Penalty: 5995.245117
	Iteration 19Q: 3 clusters Score -2.499648e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61958 members 
Mstep: Class 2 contains 115624 members 
Entering Unmasked Estep 
Score: -24996574.000000 Penalty: 5995.245117
	Iteration 20F: 3 clusters Score -2.499657e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61886 members 
Mstep: Class 2 contains 115696 members 
Entering Unmasked Estep 
Score: -24996760.000000 Penalty: 5995.245117
	Iteration 21Q: 3 clusters Score -2.499676e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61810 members 
Mstep: Class 2 contains 115772 members 
Entering Unmasked Estep 
Score: -24996920.000000 Penalty: 5995.245117
	Iteration 22Q: 3 clusters Score -2.499692e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61718 members 
Mstep: Class 2 contains 115864 members 
Entering Unmasked Estep 
Score: -24997008.000000 Penalty: 5995.245117
	Iteration 23Q: 3 clusters Score -2.499701e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61585 members 
Mstep: Class 2 contains 115997 members 
Entering Unmasked Estep 
Score: -24997148.000000 Penalty: 5995.245117
	Iteration 24Q: 3 clusters Score -2.499715e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61476 members 
Mstep: Class 2 contains 116106 members 
Entering Unmasked Estep 
Score: -24997366.000000 Penalty: 5995.245117
	Iteration 25Q: 3 clusters Score -2.499737e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61342 members 
Mstep: Class 2 contains 116240 members 
Entering Unmasked Estep 
Score: -24997428.000000 Penalty: 5995.245117
	Iteration 26Q: 3 clusters Score -2.499743e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61178 members 
Mstep: Class 2 contains 116404 members 
Entering Unmasked Estep 
Score: -24997604.000000 Penalty: 5995.245117
	Iteration 27Q: 3 clusters Score -2.49976e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60956 members 
Mstep: Class 2 contains 116626 members 
Entering Unmasked Estep 
Score: -24997664.000000 Penalty: 5995.245117
	Iteration 28Q: 3 clusters Score -2.499766e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60722 members 
Mstep: Class 2 contains 116860 members 
Entering Unmasked Estep 
Score: -24997716.000000 Penalty: 5995.245117
	Iteration 29Q: 3 clusters Score -2.499772e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60498 members 
Mstep: Class 2 contains 117084 members 
Entering Unmasked Estep 
Score: -24997774.000000 Penalty: 5995.245117
	Iteration 30Q: 3 clusters Score -2.499777e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60298 members 
Mstep: Class 2 contains 117284 members 
Entering Unmasked Estep 
Score: -24997794.000000 Penalty: 5995.245117
	Iteration 31Q: 3 clusters Score -2.499779e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60100 members 
Mstep: Class 2 contains 117482 members 
Entering Unmasked Estep 
Score: -24997950.000000 Penalty: 5995.245117
	Iteration 32Q: 3 clusters Score -2.499795e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59877 members 
Mstep: Class 2 contains 117705 members 
Entering Unmasked Estep 
Score: -24998014.000000 Penalty: 5995.245117
	Iteration 33Q: 3 clusters Score -2.499801e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59647 members 
Mstep: Class 2 contains 117935 members 
Entering Unmasked Estep 
Score: -24998112.000000 Penalty: 5995.245117
	Iteration 34Q: 3 clusters Score -2.499811e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59412 members 
Mstep: Class 2 contains 118170 members 
Entering Unmasked Estep 
Score: -24998186.000000 Penalty: 5995.245117
	Iteration 35Q: 3 clusters Score -2.499819e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59180 members 
Mstep: Class 2 contains 118402 members 
Entering Unmasked Estep 
Score: -24998320.000000 Penalty: 5995.245117
	Iteration 36Q: 3 clusters Score -2.499832e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58950 members 
Mstep: Class 2 contains 118632 members 
Entering Unmasked Estep 
Score: -24998348.000000 Penalty: 5995.245117
	Iteration 37Q: 3 clusters Score -2.499835e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58713 members 
Mstep: Class 2 contains 118869 members 
Entering Unmasked Estep 
Score: -24998326.000000 Penalty: 5995.245117
	Iteration 38Q: 3 clusters Score -2.499833e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58466 members 
Mstep: Class 2 contains 119116 members 
Entering Unmasked Estep 
Score: -24998480.000000 Penalty: 5995.245117
	Iteration 39Q: 3 clusters Score -2.499848e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58198 members 
Mstep: Class 2 contains 119384 members 
Entering Unmasked Estep 
Score: -24998462.000000 Penalty: 5995.245117
	Iteration 40F: 3 clusters Score -2.499846e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57950 members 
Mstep: Class 2 contains 119632 members 
Entering Unmasked Estep 
Score: -24998432.000000 Penalty: 5995.245117
	Iteration 41Q: 3 clusters Score -2.499843e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57706 members 
Mstep: Class 2 contains 119876 members 
Entering Unmasked Estep 
Score: -24998472.000000 Penalty: 5995.245117
	Iteration 42Q: 3 clusters Score -2.499847e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57439 members 
Mstep: Class 2 contains 120143 members 
Entering Unmasked Estep 
Score: -24998458.000000 Penalty: 5995.245117
	Iteration 43Q: 3 clusters Score -2.499846e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57161 members 
Mstep: Class 2 contains 120421 members 
Entering Unmasked Estep 
Score: -24998516.000000 Penalty: 5995.245117
	Iteration 44Q: 3 clusters Score -2.499852e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56874 members 
Mstep: Class 2 contains 120708 members 
Entering Unmasked Estep 
Score: -24998544.000000 Penalty: 5995.245117
	Iteration 45Q: 3 clusters Score -2.499854e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56598 members 
Mstep: Class 2 contains 120984 members 
Entering Unmasked Estep 
Score: -24998476.000000 Penalty: 5995.245117
	Iteration 46Q: 3 clusters Score -2.499848e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56298 members 
Mstep: Class 2 contains 121284 members 
Entering Unmasked Estep 
Score: -24998496.000000 Penalty: 5995.245117
	Iteration 47Q: 3 clusters Score -2.49985e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55993 members 
Mstep: Class 2 contains 121589 members 
Entering Unmasked Estep 
Score: -24998520.000000 Penalty: 5995.245117
	Iteration 48Q: 3 clusters Score -2.499852e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55701 members 
Mstep: Class 2 contains 121881 members 
Entering Unmasked Estep 
Score: -24998586.000000 Penalty: 5995.245117
	Iteration 49Q: 3 clusters Score -2.499859e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55404 members 
Mstep: Class 2 contains 122178 members 
Entering Unmasked Estep 
Score: -24998590.000000 Penalty: 5995.245117
	Iteration 50Q: 3 clusters Score -2.499859e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55119 members 
Mstep: Class 2 contains 122463 members 
Entering Unmasked Estep 
Score: -24998572.000000 Penalty: 5995.245117
	Iteration 51Q: 3 clusters Score -2.499857e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54838 members 
Mstep: Class 2 contains 122744 members 
Entering Unmasked Estep 
Score: -24998600.000000 Penalty: 5995.245117
	Iteration 52Q: 3 clusters Score -2.49986e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54534 members 
Mstep: Class 2 contains 123048 members 
Entering Unmasked Estep 
Score: -24998656.000000 Penalty: 5995.245117
	Iteration 53Q: 3 clusters Score -2.499866e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54210 members 
Mstep: Class 2 contains 123372 members 
Entering Unmasked Estep 
Score: -24998668.000000 Penalty: 5995.245117
	Iteration 54Q: 3 clusters Score -2.499867e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53910 members 
Mstep: Class 2 contains 123672 members 
Entering Unmasked Estep 
Score: -24998726.000000 Penalty: 5995.245117
	Iteration 55Q: 3 clusters Score -2.499873e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53594 members 
Mstep: Class 2 contains 123988 members 
Entering Unmasked Estep 
Score: -24998766.000000 Penalty: 5995.245117
	Iteration 56Q: 3 clusters Score -2.499877e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53269 members 
Mstep: Class 2 contains 124313 members 
Entering Unmasked Estep 
Score: -24998776.000000 Penalty: 5995.245117
	Iteration 57Q: 3 clusters Score -2.499878e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52947 members 
Mstep: Class 2 contains 124635 members 
Entering Unmasked Estep 
Score: -24998756.000000 Penalty: 5995.245117
	Iteration 58Q: 3 clusters Score -2.499876e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52631 members 
Mstep: Class 2 contains 124951 members 
Entering Unmasked Estep 
Score: -24998740.000000 Penalty: 5995.245117
	Iteration 59Q: 3 clusters Score -2.499874e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52307 members 
Mstep: Class 2 contains 125275 members 
Entering Unmasked Estep 
Score: -24998790.000000 Penalty: 5995.245117
	Iteration 60F: 3 clusters Score -2.499879e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51983 members 
Mstep: Class 2 contains 125599 members 
Entering Unmasked Estep 
Score: -24998836.000000 Penalty: 5995.245117
	Iteration 61Q: 3 clusters Score -2.499884e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51678 members 
Mstep: Class 2 contains 125904 members 
Entering Unmasked Estep 
Score: -24998864.000000 Penalty: 5995.245117
	Iteration 62Q: 3 clusters Score -2.499886e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51359 members 
Mstep: Class 2 contains 126223 members 
Entering Unmasked Estep 
Score: -24998892.000000 Penalty: 5995.245117
	Iteration 63Q: 3 clusters Score -2.499889e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51051 members 
Mstep: Class 2 contains 126531 members 
Entering Unmasked Estep 
Score: -24998864.000000 Penalty: 5995.245117
	Iteration 64Q: 3 clusters Score -2.499886e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50769 members 
Mstep: Class 2 contains 126813 members 
Entering Unmasked Estep 
Score: -24998874.000000 Penalty: 5995.245117
	Iteration 65Q: 3 clusters Score -2.499887e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50508 members 
Mstep: Class 2 contains 127074 members 
Entering Unmasked Estep 
Score: -24998890.000000 Penalty: 5995.245117
	Iteration 66Q: 3 clusters Score -2.499889e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50220 members 
Mstep: Class 2 contains 127362 members 
Entering Unmasked Estep 
Score: -24998876.000000 Penalty: 5995.245117
	Iteration 67Q: 3 clusters Score -2.499888e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49936 members 
Mstep: Class 2 contains 127646 members 
Entering Unmasked Estep 
Score: -24998868.000000 Penalty: 5995.245117
	Iteration 68Q: 3 clusters Score -2.499887e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49656 members 
Mstep: Class 2 contains 127926 members 
Entering Unmasked Estep 
Score: -24998868.000000 Penalty: 5995.245117
	Iteration 69Q: 3 clusters Score -2.499887e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 128217 members 
Entering Unmasked Estep 
Score: -24998952.000000 Penalty: 5995.245117
	Iteration 70Q: 3 clusters Score -2.499895e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49037 members 
Mstep: Class 2 contains 128545 members 
Entering Unmasked Estep 
Score: -24998974.000000 Penalty: 5995.245117
	Iteration 71Q: 3 clusters Score -2.499897e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48757 members 
Mstep: Class 2 contains 128825 members 
Entering Unmasked Estep 
Score: -24999024.000000 Penalty: 5995.245117
	Iteration 72Q: 3 clusters Score -2.499902e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48435 members 
Mstep: Class 2 contains 129147 members 
Entering Unmasked Estep 
Score: -24999014.000000 Penalty: 5995.245117
	Iteration 73Q: 3 clusters Score -2.499901e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48118 members 
Mstep: Class 2 contains 129464 members 
Entering Unmasked Estep 
Score: -24999044.000000 Penalty: 5995.245117
	Iteration 74Q: 3 clusters Score -2.499904e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 129752 members 
Entering Unmasked Estep 
Score: -24998978.000000 Penalty: 5995.245117
	Iteration 75Q: 3 clusters Score -2.499898e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47536 members 
Mstep: Class 2 contains 130046 members 
Entering Unmasked Estep 
Score: -24999006.000000 Penalty: 5995.245117
	Iteration 76Q: 3 clusters Score -2.499901e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47239 members 
Mstep: Class 2 contains 130343 members 
Entering Unmasked Estep 
Score: -24999016.000000 Penalty: 5995.245117
	Iteration 77Q: 3 clusters Score -2.499902e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46958 members 
Mstep: Class 2 contains 130624 members 
Entering Unmasked Estep 
Score: -24999092.000000 Penalty: 5995.245117
	Iteration 78Q: 3 clusters Score -2.499909e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46674 members 
Mstep: Class 2 contains 130908 members 
Entering Unmasked Estep 
Score: -24999070.000000 Penalty: 5995.245117
	Iteration 79Q: 3 clusters Score -2.499907e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46360 members 
Mstep: Class 2 contains 131222 members 
Entering Unmasked Estep 
Score: -24999082.000000 Penalty: 5995.245117
	Iteration 80F: 3 clusters Score -2.499908e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 131559 members 
Entering Unmasked Estep 
Score: -24999074.000000 Penalty: 5995.245117
	Iteration 81Q: 3 clusters Score -2.499907e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45705 members 
Mstep: Class 2 contains 131877 members 
Entering Unmasked Estep 
Score: -24999080.000000 Penalty: 5995.245117
	Iteration 82Q: 3 clusters Score -2.499908e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45363 members 
Mstep: Class 2 contains 132219 members 
Entering Unmasked Estep 
Score: -24999104.000000 Penalty: 5995.245117
	Iteration 83Q: 3 clusters Score -2.49991e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45007 members 
Mstep: Class 2 contains 132575 members 
Entering Unmasked Estep 
Score: -24999090.000000 Penalty: 5995.245117
	Iteration 84Q: 3 clusters Score -2.499909e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 132918 members 
Entering Unmasked Estep 
Score: -24999126.000000 Penalty: 5995.245117
	Iteration 85Q: 3 clusters Score -2.499913e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 133274 members 
Entering Unmasked Estep 
Score: -24999176.000000 Penalty: 5995.245117
	Iteration 86Q: 3 clusters Score -2.499918e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43936 members 
Mstep: Class 2 contains 133646 members 
Entering Unmasked Estep 
Score: -24999200.000000 Penalty: 5995.245117
	Iteration 87Q: 3 clusters Score -2.49992e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43560 members 
Mstep: Class 2 contains 134022 members 
Entering Unmasked Estep 
Score: -24999254.000000 Penalty: 5995.245117
	Iteration 88Q: 3 clusters Score -2.499925e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 134405 members 
Entering Unmasked Estep 
Score: -24999280.000000 Penalty: 5995.245117
	Iteration 89Q: 3 clusters Score -2.499928e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42770 members 
Mstep: Class 2 contains 134812 members 
Entering Unmasked Estep 
Score: -24999292.000000 Penalty: 5995.245117
	Iteration 90Q: 3 clusters Score -2.499929e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42342 members 
Mstep: Class 2 contains 135240 members 
Entering Unmasked Estep 
Score: -24999308.000000 Penalty: 5995.245117
	Iteration 91Q: 3 clusters Score -2.499931e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 135714 members 
Entering Unmasked Estep 
Score: -24999244.000000 Penalty: 5995.245117
	Iteration 92Q: 3 clusters Score -2.499924e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41396 members 
Mstep: Class 2 contains 136186 members 
Entering Unmasked Estep 
Score: -24999192.000000 Penalty: 5995.245117
	Iteration 93Q: 3 clusters Score -2.499919e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40923 members 
Mstep: Class 2 contains 136659 members 
Entering Unmasked Estep 
Score: -24999240.000000 Penalty: 5995.245117
	Iteration 94Q: 3 clusters Score -2.499924e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 137127 members 
Entering Unmasked Estep 
Score: -24999346.000000 Penalty: 5995.245117
	Iteration 95Q: 3 clusters Score -2.499935e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 137599 members 
Entering Unmasked Estep 
Score: -24999430.000000 Penalty: 5995.245117
	Iteration 96Q: 3 clusters Score -2.499943e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39482 members 
Mstep: Class 2 contains 138100 members 
Entering Unmasked Estep 
Score: -24999486.000000 Penalty: 5995.245117
	Iteration 97Q: 3 clusters Score -2.499949e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 138619 members 
Entering Unmasked Estep 
Score: -24999530.000000 Penalty: 5995.245117
	Iteration 98Q: 3 clusters Score -2.499953e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38434 members 
Mstep: Class 2 contains 139148 members 
Entering Unmasked Estep 
Score: -24999476.000000 Penalty: 5995.245117
	Iteration 99Q: 3 clusters Score -2.499948e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 139672 members 
Entering Unmasked Estep 
Score: -24999466.000000 Penalty: 5995.245117
	Iteration 100F: 3 clusters Score -2.499947e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 140225 members 
Entering Unmasked Estep 
Score: -24999566.000000 Penalty: 5995.245117
	Iteration 101Q: 3 clusters Score -2.499957e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 140775 members 
Entering Unmasked Estep 
Score: -24999626.000000 Penalty: 5995.245117
	Iteration 102Q: 3 clusters Score -2.499963e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 141338 members 
Entering Unmasked Estep 
Score: -24999760.000000 Penalty: 5995.245117
	Iteration 103Q: 3 clusters Score -2.499976e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 141847 members 
Entering Unmasked Estep 
Score: -24999774.000000 Penalty: 5995.245117
	Iteration 104Q: 3 clusters Score -2.499977e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35181 members 
Mstep: Class 2 contains 142401 members 
Entering Unmasked Estep 
Score: -24999806.000000 Penalty: 5995.245117
	Iteration 105Q: 3 clusters Score -2.499981e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 142944 members 
Entering Unmasked Estep 
Score: -24999894.000000 Penalty: 5995.245117
	Iteration 106Q: 3 clusters Score -2.499989e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 143507 members 
Entering Unmasked Estep 
Score: -24999966.000000 Penalty: 5995.245117
	Iteration 107Q: 3 clusters Score -2.499997e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 144120 members 
Entering Unmasked Estep 
Score: -25000078.000000 Penalty: 5995.245117
	Iteration 108Q: 3 clusters Score -2.500008e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 144757 members 
Entering Unmasked Estep 
Score: -25000172.000000 Penalty: 5995.245117
	Iteration 109Q: 3 clusters Score -2.500017e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 145389 members 
Entering Unmasked Estep 
Score: -25000196.000000 Penalty: 5995.245117
	Iteration 110Q: 3 clusters Score -2.50002e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 146080 members 
Entering Unmasked Estep 
Score: -25000310.000000 Penalty: 5995.245117
	Iteration 111Q: 3 clusters Score -2.500031e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 146759 members 
Entering Unmasked Estep 
Score: -25000390.000000 Penalty: 5995.245117
	Iteration 112Q: 3 clusters Score -2.500039e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 147480 members 
Entering Unmasked Estep 
Score: -25000542.000000 Penalty: 5995.245117
	Iteration 113Q: 3 clusters Score -2.500054e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 148197 members 
Entering Unmasked Estep 
Score: -25000604.000000 Penalty: 5995.245117
	Iteration 114Q: 3 clusters Score -2.50006e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 148956 members 
Entering Unmasked Estep 
Score: -25000758.000000 Penalty: 5995.245117
	Iteration 115Q: 3 clusters Score -2.500076e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 149745 members 
Entering Unmasked Estep 
Score: -25000954.000000 Penalty: 5995.245117
	Iteration 116Q: 3 clusters Score -2.500095e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 150513 members 
Entering Unmasked Estep 
Score: -25001138.000000 Penalty: 5995.245117
	Iteration 117Q: 3 clusters Score -2.500114e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 151310 members 
Entering Unmasked Estep 
Score: -25001550.000000 Penalty: 5995.245117
	Iteration 118Q: 3 clusters Score -2.500155e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 152158 members 
Entering Unmasked Estep 
Score: -25002054.000000 Penalty: 5995.245117
	Iteration 119Q: 3 clusters Score -2.500205e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 153091 members 
Entering Unmasked Estep 
Score: -25002580.000000 Penalty: 5995.245117
	Iteration 120F: 3 clusters Score -2.500258e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 154111 members 
Entering Unmasked Estep 
Score: -25003112.000000 Penalty: 5995.245117
	Iteration 121Q: 3 clusters Score -2.500311e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 155134 members 
Entering Unmasked Estep 
Score: -25003870.000000 Penalty: 5995.245117
	Iteration 122Q: 3 clusters Score -2.500387e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 156255 members 
Entering Unmasked Estep 
Score: -25004730.000000 Penalty: 5995.245117
	Iteration 123Q: 3 clusters Score -2.500473e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 157485 members 
Entering Unmasked Estep 
Score: -25005694.000000 Penalty: 5995.245117
	Iteration 124Q: 3 clusters Score -2.500569e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 158845 members 
Entering Unmasked Estep 
Score: -25006660.000000 Penalty: 5995.245117
	Iteration 125Q: 3 clusters Score -2.500666e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 160273 members 
Entering Unmasked Estep 
Score: -25007700.000000 Penalty: 5995.245117
	Iteration 126Q: 3 clusters Score -2.50077e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 161801 members 
Entering Unmasked Estep 
Score: -25008554.000000 Penalty: 5995.245117
	Iteration 127Q: 3 clusters Score -2.500855e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 163386 members 
Entering Unmasked Estep 
Score: -25009290.000000 Penalty: 5995.245117
	Iteration 128Q: 3 clusters Score -2.500929e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 165018 members 
Entering Unmasked Estep 
Score: -25010142.000000 Penalty: 5995.245117
	Iteration 129Q: 3 clusters Score -2.501014e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 166603 members 
Entering Unmasked Estep 
Score: -25010590.000000 Penalty: 5995.245117
	Iteration 130Q: 3 clusters Score -2.501059e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 168087 members 
Entering Unmasked Estep 
Score: -25011052.000000 Penalty: 5995.245117
	Iteration 131Q: 3 clusters Score -2.501105e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 169432 members 
Entering Unmasked Estep 
Score: -25010984.000000 Penalty: 5995.245117
	Iteration 132Q: 3 clusters Score -2.501098e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 170642 members 
Entering Unmasked Estep 
Score: -25011076.000000 Penalty: 5995.245117
	Iteration 133Q: 3 clusters Score -2.501108e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 171725 members 
Entering Unmasked Estep 
Score: -25010896.000000 Penalty: 5995.245117
	Iteration 134Q: 3 clusters Score -2.50109e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 172684 members 
Entering Unmasked Estep 
Score: -25010744.000000 Penalty: 5995.245117
	Iteration 135Q: 3 clusters Score -2.501074e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 173452 members 
Entering Unmasked Estep 
Score: -25010580.000000 Penalty: 5995.245117
	Iteration 136Q: 3 clusters Score -2.501058e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 174057 members 
Entering Unmasked Estep 
Score: -25010540.000000 Penalty: 5995.245117
	Iteration 137Q: 3 clusters Score -2.501054e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 174557 members 
Entering Unmasked Estep 
Score: -25010532.000000 Penalty: 5995.245117
	Iteration 138Q: 3 clusters Score -2.501053e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 174916 members 
Entering Unmasked Estep 
Score: -25010448.000000 Penalty: 5995.245117
	Iteration 139Q: 3 clusters Score -2.501045e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 175206 members 
Entering Unmasked Estep 
Score: -25010286.000000 Penalty: 5995.245117
	Iteration 140F: 3 clusters Score -2.501029e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 175413 members 
Entering Unmasked Estep 
Score: -25010270.000000 Penalty: 5995.245117
	Iteration 141Q: 3 clusters Score -2.501027e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 175560 members 
Entering Unmasked Estep 
Score: -25010270.000000 Penalty: 5995.245117
	Iteration 142Q: 3 clusters Score -2.501027e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 175661 members 
Entering Unmasked Estep 
Score: -25010136.000000 Penalty: 5995.245117
	Iteration 143Q: 3 clusters Score -2.501014e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 175755 members 
Entering Unmasked Estep 
Score: -25010030.000000 Penalty: 5995.245117
	Iteration 144Q: 3 clusters Score -2.501003e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 175820 members 
Entering Unmasked Estep 
Score: -25010006.000000 Penalty: 5995.245117
	Iteration 145Q: 3 clusters Score -2.501001e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 175873 members 
Entering Unmasked Estep 
Score: -25009964.000000 Penalty: 5995.245117
	Iteration 146Q: 3 clusters Score -2.500996e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 175908 members 
Entering Unmasked Estep 
Score: -25009960.000000 Penalty: 5995.245117
	Iteration 147Q: 3 clusters Score -2.500996e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 175934 members 
Entering Unmasked Estep 
Score: -25009918.000000 Penalty: 5995.245117
	Iteration 148Q: 3 clusters Score -2.500992e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 175956 members 
Entering Unmasked Estep 
Score: -25009898.000000 Penalty: 5995.245117
	Iteration 149Q: 3 clusters Score -2.50099e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 175971 members 
Entering Unmasked Estep 
Score: -25009896.000000 Penalty: 5995.245117
	Iteration 150Q: 3 clusters Score -2.50099e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 175981 members 
Entering Unmasked Estep 
Score: -25009882.000000 Penalty: 5995.245117
	Iteration 151Q: 3 clusters Score -2.500988e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 175988 members 
Entering Unmasked Estep 
Score: -25009862.000000 Penalty: 5995.245117
	Iteration 152Q: 3 clusters Score -2.500986e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 175996 members 
Entering Unmasked Estep 
Score: -25009838.000000 Penalty: 5995.245117
	Iteration 153Q: 3 clusters Score -2.500984e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 176000 members 
Entering Unmasked Estep 
Score: -25009828.000000 Penalty: 5995.245117
	Iteration 154Q: 3 clusters Score -2.500983e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 176005 members 
Entering Unmasked Estep 
Score: -25009806.000000 Penalty: 5995.245117
	Iteration 155Q: 3 clusters Score -2.500981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 176006 members 
Entering Unmasked Estep 
Score: -25009822.000000 Penalty: 5995.245117
	Iteration 156Q: 3 clusters Score -2.500982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 176006 members 
Entering Unmasked Estep 
Score: -25009818.000000 Penalty: 5995.245117
	Iteration 157Q: 3 clusters Score -2.500982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 176007 members 
Entering Unmasked Estep 
Score: -25009808.000000 Penalty: 5995.245117
	Iteration 158Q: 3 clusters Score -2.500981e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 176007 members 
Entering Unmasked Estep 
Score: -25009808.000000 Penalty: 5995.245117
	Iteration 159F: 3 clusters Score -2.500981e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (34642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Entering Unmasked Estep 
Score: -4911697.500000 Penalty: 2592.299805
	Iteration 0F: 2 clusters Score -4911698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -4888277.000000 Penalty: 5184.599609
	Iteration 0F: 3 clusters Score -4888277 nChanged 15582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -4896812.500000 Penalty: 5184.599609
	Iteration 1F: 3 clusters Score -4896812 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -4897268.500000 Penalty: 5184.599609
	Iteration 2Q: 3 clusters Score -4897268 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -4897714.500000 Penalty: 5184.599609
	Iteration 3Q: 3 clusters Score -4897714 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -4898089.500000 Penalty: 5184.599609
	Iteration 4Q: 3 clusters Score -4898090 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -4898499.000000 Penalty: 5184.599609
	Iteration 5Q: 3 clusters Score -4898499 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -4898947.000000 Penalty: 5184.599609
	Iteration 6Q: 3 clusters Score -4898947 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -4899489.500000 Penalty: 5184.599609
	Iteration 7Q: 3 clusters Score -4899490 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -4900166.500000 Penalty: 5184.599609
	Iteration 8Q: 3 clusters Score -4900166 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -4901048.000000 Penalty: 5184.599609
	Iteration 9Q: 3 clusters Score -4901048 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -4902174.500000 Penalty: 5184.599609
	Iteration 10Q: 3 clusters Score -4902174 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -4903473.000000 Penalty: 5184.599609
	Iteration 11Q: 3 clusters Score -4903473 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -4904736.500000 Penalty: 5184.599609
	Iteration 12Q: 3 clusters Score -4904736 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -4905761.000000 Penalty: 5184.599609
	Iteration 13Q: 3 clusters Score -4905761 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -4906450.500000 Penalty: 5184.599609
	Iteration 14Q: 3 clusters Score -4906450 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -4906939.000000 Penalty: 5184.599609
	Iteration 15Q: 3 clusters Score -4906939 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -4907382.000000 Penalty: 5184.599609
	Iteration 16Q: 3 clusters Score -4907382 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -4907756.000000 Penalty: 5184.599609
	Iteration 17Q: 3 clusters Score -4907756 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -4908077.000000 Penalty: 5184.599609
	Iteration 18Q: 3 clusters Score -4908077 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -4908389.000000 Penalty: 5184.599609
	Iteration 19Q: 3 clusters Score -4908389 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -4908625.000000 Penalty: 5184.599609
	Iteration 20F: 3 clusters Score -4908625 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -4908788.000000 Penalty: 5184.599609
	Iteration 21Q: 3 clusters Score -4908788 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33071 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -4908901.000000 Penalty: 5184.599609
	Iteration 22Q: 3 clusters Score -4908901 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33245 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -4908987.500000 Penalty: 5184.599609
	Iteration 23Q: 3 clusters Score -4908988 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4909065.000000 Penalty: 5184.599609
	Iteration 24Q: 3 clusters Score -4909065 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4909133.000000 Penalty: 5184.599609
	Iteration 25Q: 3 clusters Score -4909133 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33570 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4909188.000000 Penalty: 5184.599609
	Iteration 26Q: 3 clusters Score -4909188 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4909236.500000 Penalty: 5184.599609
	Iteration 27Q: 3 clusters Score -4909236 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4909266.500000 Penalty: 5184.599609
	Iteration 28Q: 3 clusters Score -4909266 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4909302.000000 Penalty: 5184.599609
	Iteration 29Q: 3 clusters Score -4909302 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4909334.500000 Penalty: 5184.599609
	Iteration 30Q: 3 clusters Score -4909334 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4909356.500000 Penalty: 5184.599609
	Iteration 31Q: 3 clusters Score -4909356 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4909365.000000 Penalty: 5184.599609
	Iteration 32Q: 3 clusters Score -4909365 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4909368.500000 Penalty: 5184.599609
	Iteration 33Q: 3 clusters Score -4909368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4909367.000000 Penalty: 5184.599609
	Iteration 34Q: 3 clusters Score -4909367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33859 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4909371.500000 Penalty: 5184.599609
	Iteration 35Q: 3 clusters Score -4909372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33865 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4909374.500000 Penalty: 5184.599609
	Iteration 36Q: 3 clusters Score -4909374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -4909380.500000 Penalty: 5184.599609
	Iteration 37Q: 3 clusters Score -4909380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33876 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4909378.000000 Penalty: 5184.599609
	Iteration 38Q: 3 clusters Score -4909378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4909384.000000 Penalty: 5184.599609
	Iteration 39Q: 3 clusters Score -4909384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4909388.500000 Penalty: 5184.599609
	Iteration 40F: 3 clusters Score -4909388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33885 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4909391.000000 Penalty: 5184.599609
	Iteration 41Q: 3 clusters Score -4909391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33888 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4909394.000000 Penalty: 5184.599609
	Iteration 42Q: 3 clusters Score -4909394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4909393.000000 Penalty: 5184.599609
	Iteration 43Q: 3 clusters Score -4909393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33894 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4909400.500000 Penalty: 5184.599609
	Iteration 44Q: 3 clusters Score -4909400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33895 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4909403.000000 Penalty: 5184.599609
	Iteration 45Q: 3 clusters Score -4909403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4909398.000000 Penalty: 5184.599609
	Iteration 46Q: 3 clusters Score -4909398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4909399.000000 Penalty: 5184.599609
	Iteration 47Q: 3 clusters Score -4909399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4909402.500000 Penalty: 5184.599609
	Iteration 48Q: 3 clusters Score -4909402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4909405.000000 Penalty: 5184.599609
	Iteration 49Q: 3 clusters Score -4909405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4909404.500000 Penalty: 5184.599609
	Iteration 50Q: 3 clusters Score -4909404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4909408.000000 Penalty: 5184.599609
	Iteration 51Q: 3 clusters Score -4909408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4909408.500000 Penalty: 5184.599609
	Iteration 52Q: 3 clusters Score -4909408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4909408.500000 Penalty: 5184.599609
	Iteration 53Q: 3 clusters Score -4909408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4909408.500000 Penalty: 5184.599609
	Iteration 54Q: 3 clusters Score -4909408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -4909410.000000 Penalty: 5184.599609
	Iteration 55Q: 3 clusters Score -4909410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -4909410.000000 Penalty: 5184.599609
	Iteration 56F: 3 clusters Score -4909410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -39313.765625 Penalty: 1466.548828
	Iteration 0F: 2 clusters Score -39313.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -38094.050781 Penalty: 2933.097656
	Iteration 0F: 3 clusters Score -38094.05 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -38499.789062 Penalty: 2933.097656
	Iteration 1F: 3 clusters Score -38499.79 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -38776.464844 Penalty: 2933.097656
	Iteration 2F: 3 clusters Score -38776.46 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -39055.207031 Penalty: 2933.097656
	Iteration 3F: 3 clusters Score -39055.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -39384.128906 Penalty: 2933.097656
	Iteration 4Q: 3 clusters Score -39384.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -39753.289062 Penalty: 2933.097656
	Iteration 5Q: 3 clusters Score -39753.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -40239.890625 Penalty: 2933.097656
	Iteration 6Q: 3 clusters Score -40239.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -40507.234375 Penalty: 2933.097656
	Iteration 7Q: 3 clusters Score -40507.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -40661.187500 Penalty: 2933.097656
	Iteration 8Q: 3 clusters Score -40661.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -40673.617188 Penalty: 2933.097656
	Iteration 9Q: 3 clusters Score -40673.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40694.218750 Penalty: 2933.097656
	Iteration 10Q: 3 clusters Score -40694.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -40701.867188 Penalty: 2933.097656
	Iteration 11Q: 3 clusters Score -40701.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -40710.183594 Penalty: 2933.097656
	Iteration 12Q: 3 clusters Score -40710.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -40716.683594 Penalty: 2933.097656
	Iteration 13F: 3 clusters Score -40716.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40759.785156 Penalty: 2933.097656
	Iteration 14Q: 3 clusters Score -40759.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40774.578125 Penalty: 2933.097656
	Iteration 15Q: 3 clusters Score -40774.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -40877.660156 Penalty: 2933.097656
	Iteration 16Q: 3 clusters Score -40877.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -41019.617188 Penalty: 2933.097656
	Iteration 17Q: 3 clusters Score -41019.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -41019.617188 Penalty: 2933.097656
	Iteration 18F: 3 clusters Score -41019.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159802 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8158 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64218 members 
Mstep: Class 6 contains 131891 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2234 members 
Mstep: Class 11 contains 39117 members 
Mstep: Class 12 contains 3928 members 
Mstep: Class 13 contains 18141 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56174 members 
Mstep: Class 16 contains 177582 members 
Mstep: Class 17 contains 34642 members 
Mstep: Class 18 contains 144 members 
Mstep: Class 19 contains 72686 members 
Mstep: Class 20 contains 26954 members 
Mstep: Class 21 contains 158301 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
Score: -132697800.000000 Penalty: 78577.234375
Splitting cluster 18 changes total score from -132697712.000000 to -132697800.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 19 (72686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72686 members 
Entering Unmasked Estep 
Score: -10304868.000000 Penalty: 2776.088135
	Iteration 0F: 2 clusters Score -1.030487e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -10256151.000000 Penalty: 5552.176270
	Iteration 0F: 3 clusters Score -1.025615e+07 nChanged 34053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -10275645.000000 Penalty: 5552.176270
	Iteration 1F: 3 clusters Score -1.027564e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 30888 members 
Entering Unmasked Estep 
Score: -10276922.000000 Penalty: 5552.176270
	Iteration 2Q: 3 clusters Score -1.027692e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -10278774.000000 Penalty: 5552.176270
	Iteration 3F: 3 clusters Score -1.027877e+07 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48904 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -10281713.000000 Penalty: 5552.176270
	Iteration 4F: 3 clusters Score -1.028171e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54241 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -10286209.000000 Penalty: 5552.176270
	Iteration 5F: 3 clusters Score -1.028621e+07 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60031 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -10291459.000000 Penalty: 5552.176270
	Iteration 6F: 3 clusters Score -1.029146e+07 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64883 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -10296062.000000 Penalty: 5552.176270
	Iteration 7F: 3 clusters Score -1.029606e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68107 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -10299100.000000 Penalty: 5552.176270
	Iteration 8Q: 3 clusters Score -1.02991e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69804 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -10300725.000000 Penalty: 5552.176270
	Iteration 9Q: 3 clusters Score -1.030072e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70619 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -10301614.000000 Penalty: 5552.176270
	Iteration 10Q: 3 clusters Score -1.030161e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71032 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -10302043.000000 Penalty: 5552.176270
	Iteration 11Q: 3 clusters Score -1.030204e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71272 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -10302282.000000 Penalty: 5552.176270
	Iteration 12Q: 3 clusters Score -1.030228e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71408 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -10302387.000000 Penalty: 5552.176270
	Iteration 13Q: 3 clusters Score -1.030239e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71500 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -10302462.000000 Penalty: 5552.176270
	Iteration 14Q: 3 clusters Score -1.030246e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71561 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -10302506.000000 Penalty: 5552.176270
	Iteration 15Q: 3 clusters Score -1.030251e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71592 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -10302533.000000 Penalty: 5552.176270
	Iteration 16Q: 3 clusters Score -1.030253e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71622 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -10302550.000000 Penalty: 5552.176270
	Iteration 17Q: 3 clusters Score -1.030255e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71647 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -10302562.000000 Penalty: 5552.176270
	Iteration 18Q: 3 clusters Score -1.030256e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71664 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -10302580.000000 Penalty: 5552.176270
	Iteration 19Q: 3 clusters Score -1.030258e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71683 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -10302588.000000 Penalty: 5552.176270
	Iteration 20F: 3 clusters Score -1.030259e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71703 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -10302612.000000 Penalty: 5552.176270
	Iteration 21Q: 3 clusters Score -1.030261e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71722 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -10302626.000000 Penalty: 5552.176270
	Iteration 22Q: 3 clusters Score -1.030263e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71735 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -10302624.000000 Penalty: 5552.176270
	Iteration 23Q: 3 clusters Score -1.030262e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71746 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -10302626.000000 Penalty: 5552.176270
	Iteration 24Q: 3 clusters Score -1.030263e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71752 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -10302644.000000 Penalty: 5552.176270
	Iteration 25Q: 3 clusters Score -1.030264e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71759 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -10302645.000000 Penalty: 5552.176270
	Iteration 26Q: 3 clusters Score -1.030264e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71764 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -10302659.000000 Penalty: 5552.176270
	Iteration 27Q: 3 clusters Score -1.030266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71771 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -10302660.000000 Penalty: 5552.176270
	Iteration 28Q: 3 clusters Score -1.030266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71776 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -10302660.000000 Penalty: 5552.176270
	Iteration 29Q: 3 clusters Score -1.030266e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71780 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -10302652.000000 Penalty: 5552.176270
	Iteration 30Q: 3 clusters Score -1.030265e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71783 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -10302658.000000 Penalty: 5552.176270
	Iteration 31Q: 3 clusters Score -1.030266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71782 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -10302655.000000 Penalty: 5552.176270
	Iteration 32Q: 3 clusters Score -1.030266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71782 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -10302662.000000 Penalty: 5552.176270
	Iteration 33Q: 3 clusters Score -1.030266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71783 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -10302659.000000 Penalty: 5552.176270
	Iteration 34Q: 3 clusters Score -1.030266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71784 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -10302651.000000 Penalty: 5552.176270
	Iteration 35Q: 3 clusters Score -1.030265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71784 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -10302656.000000 Penalty: 5552.176270
	Iteration 36Q: 3 clusters Score -1.030266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71786 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -10302656.000000 Penalty: 5552.176270
	Iteration 37Q: 3 clusters Score -1.030266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71789 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -10302660.000000 Penalty: 5552.176270
	Iteration 38Q: 3 clusters Score -1.030266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71794 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -10302666.000000 Penalty: 5552.176270
	Iteration 39Q: 3 clusters Score -1.030267e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71794 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -10302662.000000 Penalty: 5552.176270
	Iteration 40F: 3 clusters Score -1.030266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71793 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -10302665.000000 Penalty: 5552.176270
	Iteration 41Q: 3 clusters Score -1.030266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71793 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -10302667.000000 Penalty: 5552.176270
	Iteration 42Q: 3 clusters Score -1.030267e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71793 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -10302667.000000 Penalty: 5552.176270
	Iteration 43F: 3 clusters Score -1.030267e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Entering Unmasked Estep 
Score: -3834651.750000 Penalty: 2530.068115
	Iteration 0F: 2 clusters Score -3834652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -3816070.000000 Penalty: 5060.136230
	Iteration 0F: 3 clusters Score -3816070 nChanged 12005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -3822520.000000 Penalty: 5060.136230
	Iteration 1F: 3 clusters Score -3822520 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -3822933.000000 Penalty: 5060.136230
	Iteration 2Q: 3 clusters Score -3822933 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -3823322.750000 Penalty: 5060.136230
	Iteration 3Q: 3 clusters Score -3823323 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -3823685.250000 Penalty: 5060.136230
	Iteration 4Q: 3 clusters Score -3823685 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -3824097.500000 Penalty: 5060.136230
	Iteration 5Q: 3 clusters Score -3824098 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -3824593.250000 Penalty: 5060.136230
	Iteration 6Q: 3 clusters Score -3824593 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -3825167.750000 Penalty: 5060.136230
	Iteration 7Q: 3 clusters Score -3825168 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -3825981.000000 Penalty: 5060.136230
	Iteration 8Q: 3 clusters Score -3825981 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -3827027.250000 Penalty: 5060.136230
	Iteration 9F: 3 clusters Score -3827027 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -3828291.500000 Penalty: 5060.136230
	Iteration 10F: 3 clusters Score -3828292 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -3829351.750000 Penalty: 5060.136230
	Iteration 11F: 3 clusters Score -3829352 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -3829979.250000 Penalty: 5060.136230
	Iteration 12Q: 3 clusters Score -3829979 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -3830300.500000 Penalty: 5060.136230
	Iteration 13Q: 3 clusters Score -3830300 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -3830484.250000 Penalty: 5060.136230
	Iteration 14Q: 3 clusters Score -3830484 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -3830619.000000 Penalty: 5060.136230
	Iteration 15Q: 3 clusters Score -3830619 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -3830740.500000 Penalty: 5060.136230
	Iteration 16Q: 3 clusters Score -3830740 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -3830857.000000 Penalty: 5060.136230
	Iteration 17Q: 3 clusters Score -3830857 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -3830936.500000 Penalty: 5060.136230
	Iteration 18Q: 3 clusters Score -3830936 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -3831024.000000 Penalty: 5060.136230
	Iteration 19Q: 3 clusters Score -3831024 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -3831103.750000 Penalty: 5060.136230
	Iteration 20F: 3 clusters Score -3831104 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -3831178.750000 Penalty: 5060.136230
	Iteration 21Q: 3 clusters Score -3831179 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -3831246.000000 Penalty: 5060.136230
	Iteration 22Q: 3 clusters Score -3831246 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -3831306.250000 Penalty: 5060.136230
	Iteration 23Q: 3 clusters Score -3831306 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -3831360.500000 Penalty: 5060.136230
	Iteration 24Q: 3 clusters Score -3831360 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -3831405.500000 Penalty: 5060.136230
	Iteration 25Q: 3 clusters Score -3831406 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -3831449.750000 Penalty: 5060.136230
	Iteration 26Q: 3 clusters Score -3831450 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -3831492.250000 Penalty: 5060.136230
	Iteration 27Q: 3 clusters Score -3831492 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -3831535.750000 Penalty: 5060.136230
	Iteration 28Q: 3 clusters Score -3831536 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -3831578.500000 Penalty: 5060.136230
	Iteration 29Q: 3 clusters Score -3831578 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -3831605.250000 Penalty: 5060.136230
	Iteration 30Q: 3 clusters Score -3831605 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -3831626.750000 Penalty: 5060.136230
	Iteration 31Q: 3 clusters Score -3831627 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -3831657.000000 Penalty: 5060.136230
	Iteration 32Q: 3 clusters Score -3831657 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -3831675.500000 Penalty: 5060.136230
	Iteration 33Q: 3 clusters Score -3831676 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -3831698.250000 Penalty: 5060.136230
	Iteration 34Q: 3 clusters Score -3831698 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -3831713.000000 Penalty: 5060.136230
	Iteration 35Q: 3 clusters Score -3831713 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -3831746.750000 Penalty: 5060.136230
	Iteration 36Q: 3 clusters Score -3831747 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -3831770.000000 Penalty: 5060.136230
	Iteration 37Q: 3 clusters Score -3831770 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -3831784.250000 Penalty: 5060.136230
	Iteration 38Q: 3 clusters Score -3831784 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -3831810.250000 Penalty: 5060.136230
	Iteration 39Q: 3 clusters Score -3831810 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -3831819.500000 Penalty: 5060.136230
	Iteration 40F: 3 clusters Score -3831820 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -3831851.500000 Penalty: 5060.136230
	Iteration 41Q: 3 clusters Score -3831852 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -3831866.750000 Penalty: 5060.136230
	Iteration 42Q: 3 clusters Score -3831867 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -3831885.000000 Penalty: 5060.136230
	Iteration 43Q: 3 clusters Score -3831885 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -3831922.000000 Penalty: 5060.136230
	Iteration 44Q: 3 clusters Score -3831922 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -3831938.750000 Penalty: 5060.136230
	Iteration 45Q: 3 clusters Score -3831939 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -3831965.750000 Penalty: 5060.136230
	Iteration 46Q: 3 clusters Score -3831966 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -3831988.750000 Penalty: 5060.136230
	Iteration 47Q: 3 clusters Score -3831989 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -3831998.250000 Penalty: 5060.136230
	Iteration 48Q: 3 clusters Score -3831998 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -3832022.750000 Penalty: 5060.136230
	Iteration 49Q: 3 clusters Score -3832023 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -3832045.000000 Penalty: 5060.136230
	Iteration 50Q: 3 clusters Score -3832045 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -3832068.000000 Penalty: 5060.136230
	Iteration 51Q: 3 clusters Score -3832068 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -3832088.000000 Penalty: 5060.136230
	Iteration 52Q: 3 clusters Score -3832088 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -3832110.500000 Penalty: 5060.136230
	Iteration 53Q: 3 clusters Score -3832110 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -3832137.000000 Penalty: 5060.136230
	Iteration 54Q: 3 clusters Score -3832137 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -3832158.500000 Penalty: 5060.136230
	Iteration 55Q: 3 clusters Score -3832158 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -3832184.000000 Penalty: 5060.136230
	Iteration 56Q: 3 clusters Score -3832184 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -3832206.750000 Penalty: 5060.136230
	Iteration 57Q: 3 clusters Score -3832207 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -3832225.000000 Penalty: 5060.136230
	Iteration 58Q: 3 clusters Score -3832225 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -3832237.250000 Penalty: 5060.136230
	Iteration 59Q: 3 clusters Score -3832237 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -3832243.500000 Penalty: 5060.136230
	Iteration 60F: 3 clusters Score -3832244 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -3832253.500000 Penalty: 5060.136230
	Iteration 61Q: 3 clusters Score -3832254 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -3832263.000000 Penalty: 5060.136230
	Iteration 62Q: 3 clusters Score -3832263 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -3832279.500000 Penalty: 5060.136230
	Iteration 63Q: 3 clusters Score -3832280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -3832287.500000 Penalty: 5060.136230
	Iteration 64Q: 3 clusters Score -3832288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -3832295.500000 Penalty: 5060.136230
	Iteration 65Q: 3 clusters Score -3832296 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -3832318.500000 Penalty: 5060.136230
	Iteration 66Q: 3 clusters Score -3832318 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -3832327.250000 Penalty: 5060.136230
	Iteration 67Q: 3 clusters Score -3832327 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -3832339.500000 Penalty: 5060.136230
	Iteration 68Q: 3 clusters Score -3832340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -3832342.750000 Penalty: 5060.136230
	Iteration 69Q: 3 clusters Score -3832343 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -3832344.250000 Penalty: 5060.136230
	Iteration 70Q: 3 clusters Score -3832344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -3832348.000000 Penalty: 5060.136230
	Iteration 71Q: 3 clusters Score -3832348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -3832357.000000 Penalty: 5060.136230
	Iteration 72Q: 3 clusters Score -3832357 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -3832366.000000 Penalty: 5060.136230
	Iteration 73Q: 3 clusters Score -3832366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -3832373.500000 Penalty: 5060.136230
	Iteration 74Q: 3 clusters Score -3832374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -3832373.000000 Penalty: 5060.136230
	Iteration 75Q: 3 clusters Score -3832373 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -3832379.500000 Penalty: 5060.136230
	Iteration 76Q: 3 clusters Score -3832380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -3832391.250000 Penalty: 5060.136230
	Iteration 77Q: 3 clusters Score -3832391 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -3832406.000000 Penalty: 5060.136230
	Iteration 78Q: 3 clusters Score -3832406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -3832407.000000 Penalty: 5060.136230
	Iteration 79Q: 3 clusters Score -3832407 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -3832411.750000 Penalty: 5060.136230
	Iteration 80F: 3 clusters Score -3832412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -3832420.500000 Penalty: 5060.136230
	Iteration 81Q: 3 clusters Score -3832420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -3832423.000000 Penalty: 5060.136230
	Iteration 82Q: 3 clusters Score -3832423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -3832424.000000 Penalty: 5060.136230
	Iteration 83Q: 3 clusters Score -3832424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -3832422.250000 Penalty: 5060.136230
	Iteration 84Q: 3 clusters Score -3832422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -3832428.250000 Penalty: 5060.136230
	Iteration 85Q: 3 clusters Score -3832428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -3832434.250000 Penalty: 5060.136230
	Iteration 86Q: 3 clusters Score -3832434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -3832437.750000 Penalty: 5060.136230
	Iteration 87Q: 3 clusters Score -3832438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -3832435.500000 Penalty: 5060.136230
	Iteration 88Q: 3 clusters Score -3832436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -3832440.500000 Penalty: 5060.136230
	Iteration 89Q: 3 clusters Score -3832440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -3832441.000000 Penalty: 5060.136230
	Iteration 90Q: 3 clusters Score -3832441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -3832442.500000 Penalty: 5060.136230
	Iteration 91Q: 3 clusters Score -3832442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -3832446.500000 Penalty: 5060.136230
	Iteration 92Q: 3 clusters Score -3832446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -3832442.500000 Penalty: 5060.136230
	Iteration 93Q: 3 clusters Score -3832442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -3832452.000000 Penalty: 5060.136230
	Iteration 94Q: 3 clusters Score -3832452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -3832454.000000 Penalty: 5060.136230
	Iteration 95Q: 3 clusters Score -3832454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -3832460.750000 Penalty: 5060.136230
	Iteration 96Q: 3 clusters Score -3832461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -3832461.000000 Penalty: 5060.136230
	Iteration 97Q: 3 clusters Score -3832461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -3832465.500000 Penalty: 5060.136230
	Iteration 98Q: 3 clusters Score -3832466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -3832470.000000 Penalty: 5060.136230
	Iteration 99Q: 3 clusters Score -3832470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -3832472.250000 Penalty: 5060.136230
	Iteration 100F: 3 clusters Score -3832472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -3832473.750000 Penalty: 5060.136230
	Iteration 101Q: 3 clusters Score -3832474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -3832472.500000 Penalty: 5060.136230
	Iteration 102Q: 3 clusters Score -3832472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -3832476.500000 Penalty: 5060.136230
	Iteration 103Q: 3 clusters Score -3832476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -3832476.500000 Penalty: 5060.136230
	Iteration 104F: 3 clusters Score -3832476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (158301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158301 members 
Entering Unmasked Estep 
Score: -22091154.000000 Penalty: 2969.118896
	Iteration 0F: 2 clusters Score -2.209115e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79175 members 
Mstep: Class 2 contains 79126 members 
Entering Unmasked Estep 
Score: -21985888.000000 Penalty: 5938.237793
	Iteration 0F: 3 clusters Score -2.198589e+07 nChanged 75996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79531 members 
Mstep: Class 2 contains 78770 members 
Entering Unmasked Estep 
Score: -22030074.000000 Penalty: 5938.237793
	Iteration 1F: 3 clusters Score -2.203007e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79820 members 
Mstep: Class 2 contains 78481 members 
Entering Unmasked Estep 
Score: -22030986.000000 Penalty: 5938.237793
	Iteration 2Q: 3 clusters Score -2.203099e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80224 members 
Mstep: Class 2 contains 78077 members 
Entering Unmasked Estep 
Score: -22032254.000000 Penalty: 5938.237793
	Iteration 3Q: 3 clusters Score -2.203225e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80604 members 
Mstep: Class 2 contains 77697 members 
Entering Unmasked Estep 
Score: -22034012.000000 Penalty: 5938.237793
	Iteration 4Q: 3 clusters Score -2.203401e+07 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80995 members 
Mstep: Class 2 contains 77306 members 
Entering Unmasked Estep 
Score: -22036648.000000 Penalty: 5938.237793
	Iteration 5Q: 3 clusters Score -2.203665e+07 nChanged 7222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81177 members 
Mstep: Class 2 contains 77124 members 
Entering Unmasked Estep 
Score: -22040772.000000 Penalty: 5938.237793
	Iteration 6Q: 3 clusters Score -2.204077e+07 nChanged 8958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80915 members 
Mstep: Class 2 contains 77386 members 
Entering Unmasked Estep 
Score: -22046948.000000 Penalty: 5938.237793
	Iteration 7F: 3 clusters Score -2.204695e+07 nChanged 10522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79767 members 
Mstep: Class 2 contains 78534 members 
Entering Unmasked Estep 
Score: -22055086.000000 Penalty: 5938.237793
	Iteration 8F: 3 clusters Score -2.205509e+07 nChanged 10946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77973 members 
Mstep: Class 2 contains 80328 members 
Entering Unmasked Estep 
Score: -22062894.000000 Penalty: 5938.237793
	Iteration 9F: 3 clusters Score -2.206289e+07 nChanged 9441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76048 members 
Mstep: Class 2 contains 82253 members 
Entering Unmasked Estep 
Score: -22068058.000000 Penalty: 5938.237793
	Iteration 10F: 3 clusters Score -2.206806e+07 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74296 members 
Mstep: Class 2 contains 84005 members 
Entering Unmasked Estep 
Score: -22070366.000000 Penalty: 5938.237793
	Iteration 11Q: 3 clusters Score -2.207037e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72643 members 
Mstep: Class 2 contains 85658 members 
Entering Unmasked Estep 
Score: -22071310.000000 Penalty: 5938.237793
	Iteration 12Q: 3 clusters Score -2.207131e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70991 members 
Mstep: Class 2 contains 87310 members 
Entering Unmasked Estep 
Score: -22072144.000000 Penalty: 5938.237793
	Iteration 13Q: 3 clusters Score -2.207214e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69235 members 
Mstep: Class 2 contains 89066 members 
Entering Unmasked Estep 
Score: -22072878.000000 Penalty: 5938.237793
	Iteration 14Q: 3 clusters Score -2.207288e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67258 members 
Mstep: Class 2 contains 91043 members 
Entering Unmasked Estep 
Score: -22073702.000000 Penalty: 5938.237793
	Iteration 15Q: 3 clusters Score -2.20737e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65230 members 
Mstep: Class 2 contains 93071 members 
Entering Unmasked Estep 
Score: -22074726.000000 Penalty: 5938.237793
	Iteration 16Q: 3 clusters Score -2.207473e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63129 members 
Mstep: Class 2 contains 95172 members 
Entering Unmasked Estep 
Score: -22075716.000000 Penalty: 5938.237793
	Iteration 17Q: 3 clusters Score -2.207572e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61124 members 
Mstep: Class 2 contains 97177 members 
Entering Unmasked Estep 
Score: -22076840.000000 Penalty: 5938.237793
	Iteration 18Q: 3 clusters Score -2.207684e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59168 members 
Mstep: Class 2 contains 99133 members 
Entering Unmasked Estep 
Score: -22077602.000000 Penalty: 5938.237793
	Iteration 19Q: 3 clusters Score -2.20776e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57246 members 
Mstep: Class 2 contains 101055 members 
Entering Unmasked Estep 
Score: -22078460.000000 Penalty: 5938.237793
	Iteration 20F: 3 clusters Score -2.207846e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55471 members 
Mstep: Class 2 contains 102830 members 
Entering Unmasked Estep 
Score: -22079128.000000 Penalty: 5938.237793
	Iteration 21Q: 3 clusters Score -2.207913e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53797 members 
Mstep: Class 2 contains 104504 members 
Entering Unmasked Estep 
Score: -22079660.000000 Penalty: 5938.237793
	Iteration 22Q: 3 clusters Score -2.207966e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52177 members 
Mstep: Class 2 contains 106124 members 
Entering Unmasked Estep 
Score: -22080110.000000 Penalty: 5938.237793
	Iteration 23Q: 3 clusters Score -2.208011e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50617 members 
Mstep: Class 2 contains 107684 members 
Entering Unmasked Estep 
Score: -22080406.000000 Penalty: 5938.237793
	Iteration 24Q: 3 clusters Score -2.208041e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49116 members 
Mstep: Class 2 contains 109185 members 
Entering Unmasked Estep 
Score: -22080680.000000 Penalty: 5938.237793
	Iteration 25Q: 3 clusters Score -2.208068e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47637 members 
Mstep: Class 2 contains 110664 members 
Entering Unmasked Estep 
Score: -22081166.000000 Penalty: 5938.237793
	Iteration 26Q: 3 clusters Score -2.208117e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46207 members 
Mstep: Class 2 contains 112094 members 
Entering Unmasked Estep 
Score: -22081498.000000 Penalty: 5938.237793
	Iteration 27Q: 3 clusters Score -2.20815e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44821 members 
Mstep: Class 2 contains 113480 members 
Entering Unmasked Estep 
Score: -22081766.000000 Penalty: 5938.237793
	Iteration 28Q: 3 clusters Score -2.208177e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 114877 members 
Entering Unmasked Estep 
Score: -22082144.000000 Penalty: 5938.237793
	Iteration 29Q: 3 clusters Score -2.208214e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41985 members 
Mstep: Class 2 contains 116316 members 
Entering Unmasked Estep 
Score: -22082390.000000 Penalty: 5938.237793
	Iteration 30Q: 3 clusters Score -2.208239e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 117694 members 
Entering Unmasked Estep 
Score: -22082604.000000 Penalty: 5938.237793
	Iteration 31Q: 3 clusters Score -2.20826e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 119130 members 
Entering Unmasked Estep 
Score: -22082890.000000 Penalty: 5938.237793
	Iteration 32Q: 3 clusters Score -2.208289e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37676 members 
Mstep: Class 2 contains 120625 members 
Entering Unmasked Estep 
Score: -22083228.000000 Penalty: 5938.237793
	Iteration 33Q: 3 clusters Score -2.208323e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 122114 members 
Entering Unmasked Estep 
Score: -22083526.000000 Penalty: 5938.237793
	Iteration 34Q: 3 clusters Score -2.208353e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 123589 members 
Entering Unmasked Estep 
Score: -22083798.000000 Penalty: 5938.237793
	Iteration 35Q: 3 clusters Score -2.20838e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 125040 members 
Entering Unmasked Estep 
Score: -22084158.000000 Penalty: 5938.237793
	Iteration 36Q: 3 clusters Score -2.208416e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 126443 members 
Entering Unmasked Estep 
Score: -22084460.000000 Penalty: 5938.237793
	Iteration 37Q: 3 clusters Score -2.208446e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 127823 members 
Entering Unmasked Estep 
Score: -22084918.000000 Penalty: 5938.237793
	Iteration 38Q: 3 clusters Score -2.208492e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 129238 members 
Entering Unmasked Estep 
Score: -22085156.000000 Penalty: 5938.237793
	Iteration 39Q: 3 clusters Score -2.208516e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 130663 members 
Entering Unmasked Estep 
Score: -22085526.000000 Penalty: 5938.237793
	Iteration 40F: 3 clusters Score -2.208553e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 132042 members 
Entering Unmasked Estep 
Score: -22085886.000000 Penalty: 5938.237793
	Iteration 41Q: 3 clusters Score -2.208589e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 133442 members 
Entering Unmasked Estep 
Score: -22086110.000000 Penalty: 5938.237793
	Iteration 42Q: 3 clusters Score -2.208611e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 134851 members 
Entering Unmasked Estep 
Score: -22086412.000000 Penalty: 5938.237793
	Iteration 43Q: 3 clusters Score -2.208641e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 136207 members 
Entering Unmasked Estep 
Score: -22086648.000000 Penalty: 5938.237793
	Iteration 44Q: 3 clusters Score -2.208665e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 137557 members 
Entering Unmasked Estep 
Score: -22087122.000000 Penalty: 5938.237793
	Iteration 45Q: 3 clusters Score -2.208712e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 138765 members 
Entering Unmasked Estep 
Score: -22087486.000000 Penalty: 5938.237793
	Iteration 46Q: 3 clusters Score -2.208749e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 139924 members 
Entering Unmasked Estep 
Score: -22087792.000000 Penalty: 5938.237793
	Iteration 47Q: 3 clusters Score -2.208779e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 141036 members 
Entering Unmasked Estep 
Score: -22087928.000000 Penalty: 5938.237793
	Iteration 48Q: 3 clusters Score -2.208793e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 142038 members 
Entering Unmasked Estep 
Score: -22088112.000000 Penalty: 5938.237793
	Iteration 49Q: 3 clusters Score -2.208811e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 143002 members 
Entering Unmasked Estep 
Score: -22088340.000000 Penalty: 5938.237793
	Iteration 50Q: 3 clusters Score -2.208834e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 143905 members 
Entering Unmasked Estep 
Score: -22088596.000000 Penalty: 5938.237793
	Iteration 51Q: 3 clusters Score -2.20886e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 144741 members 
Entering Unmasked Estep 
Score: -22088754.000000 Penalty: 5938.237793
	Iteration 52Q: 3 clusters Score -2.208875e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 145505 members 
Entering Unmasked Estep 
Score: -22088864.000000 Penalty: 5938.237793
	Iteration 53Q: 3 clusters Score -2.208886e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 146200 members 
Entering Unmasked Estep 
Score: -22088974.000000 Penalty: 5938.237793
	Iteration 54Q: 3 clusters Score -2.208897e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 146868 members 
Entering Unmasked Estep 
Score: -22089084.000000 Penalty: 5938.237793
	Iteration 55Q: 3 clusters Score -2.208908e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 147464 members 
Entering Unmasked Estep 
Score: -22089206.000000 Penalty: 5938.237793
	Iteration 56Q: 3 clusters Score -2.208921e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 148002 members 
Entering Unmasked Estep 
Score: -22089234.000000 Penalty: 5938.237793
	Iteration 57Q: 3 clusters Score -2.208923e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 148496 members 
Entering Unmasked Estep 
Score: -22089254.000000 Penalty: 5938.237793
	Iteration 58Q: 3 clusters Score -2.208925e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 148944 members 
Entering Unmasked Estep 
Score: -22089418.000000 Penalty: 5938.237793
	Iteration 59Q: 3 clusters Score -2.208942e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 149377 members 
Entering Unmasked Estep 
Score: -22089490.000000 Penalty: 5938.237793
	Iteration 60F: 3 clusters Score -2.208949e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 149766 members 
Entering Unmasked Estep 
Score: -22089570.000000 Penalty: 5938.237793
	Iteration 61Q: 3 clusters Score -2.208957e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 150117 members 
Entering Unmasked Estep 
Score: -22089626.000000 Penalty: 5938.237793
	Iteration 62Q: 3 clusters Score -2.208963e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 150432 members 
Entering Unmasked Estep 
Score: -22089672.000000 Penalty: 5938.237793
	Iteration 63Q: 3 clusters Score -2.208967e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 150717 members 
Entering Unmasked Estep 
Score: -22089704.000000 Penalty: 5938.237793
	Iteration 64Q: 3 clusters Score -2.20897e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 150964 members 
Entering Unmasked Estep 
Score: -22089742.000000 Penalty: 5938.237793
	Iteration 65Q: 3 clusters Score -2.208974e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 151194 members 
Entering Unmasked Estep 
Score: -22089802.000000 Penalty: 5938.237793
	Iteration 66Q: 3 clusters Score -2.20898e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 151401 members 
Entering Unmasked Estep 
Score: -22089798.000000 Penalty: 5938.237793
	Iteration 67Q: 3 clusters Score -2.20898e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 151590 members 
Entering Unmasked Estep 
Score: -22089796.000000 Penalty: 5938.237793
	Iteration 68Q: 3 clusters Score -2.20898e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 151780 members 
Entering Unmasked Estep 
Score: -22089788.000000 Penalty: 5938.237793
	Iteration 69Q: 3 clusters Score -2.208979e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 151940 members 
Entering Unmasked Estep 
Score: -22089796.000000 Penalty: 5938.237793
	Iteration 70Q: 3 clusters Score -2.20898e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 152081 members 
Entering Unmasked Estep 
Score: -22089768.000000 Penalty: 5938.237793
	Iteration 71Q: 3 clusters Score -2.208977e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 152205 members 
Entering Unmasked Estep 
Score: -22089788.000000 Penalty: 5938.237793
	Iteration 72Q: 3 clusters Score -2.208979e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 152322 members 
Entering Unmasked Estep 
Score: -22089814.000000 Penalty: 5938.237793
	Iteration 73Q: 3 clusters Score -2.208981e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 152430 members 
Entering Unmasked Estep 
Score: -22089858.000000 Penalty: 5938.237793
	Iteration 74Q: 3 clusters Score -2.208986e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 152524 members 
Entering Unmasked Estep 
Score: -22089848.000000 Penalty: 5938.237793
	Iteration 75Q: 3 clusters Score -2.208985e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 152612 members 
Entering Unmasked Estep 
Score: -22089826.000000 Penalty: 5938.237793
	Iteration 76Q: 3 clusters Score -2.208983e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 152676 members 
Entering Unmasked Estep 
Score: -22089846.000000 Penalty: 5938.237793
	Iteration 77Q: 3 clusters Score -2.208985e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 152744 members 
Entering Unmasked Estep 
Score: -22089832.000000 Penalty: 5938.237793
	Iteration 78Q: 3 clusters Score -2.208983e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 152810 members 
Entering Unmasked Estep 
Score: -22089852.000000 Penalty: 5938.237793
	Iteration 79Q: 3 clusters Score -2.208985e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 152877 members 
Entering Unmasked Estep 
Score: -22089848.000000 Penalty: 5938.237793
	Iteration 80F: 3 clusters Score -2.208985e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 152940 members 
Entering Unmasked Estep 
Score: -22089852.000000 Penalty: 5938.237793
	Iteration 81Q: 3 clusters Score -2.208985e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 152989 members 
Entering Unmasked Estep 
Score: -22089870.000000 Penalty: 5938.237793
	Iteration 82Q: 3 clusters Score -2.208987e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 153033 members 
Entering Unmasked Estep 
Score: -22089892.000000 Penalty: 5938.237793
	Iteration 83Q: 3 clusters Score -2.208989e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 153073 members 
Entering Unmasked Estep 
Score: -22089888.000000 Penalty: 5938.237793
	Iteration 84Q: 3 clusters Score -2.208989e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 153106 members 
Entering Unmasked Estep 
Score: -22089894.000000 Penalty: 5938.237793
	Iteration 85Q: 3 clusters Score -2.208989e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 153136 members 
Entering Unmasked Estep 
Score: -22089874.000000 Penalty: 5938.237793
	Iteration 86Q: 3 clusters Score -2.208987e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 153159 members 
Entering Unmasked Estep 
Score: -22089890.000000 Penalty: 5938.237793
	Iteration 87Q: 3 clusters Score -2.208989e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 153182 members 
Entering Unmasked Estep 
Score: -22089900.000000 Penalty: 5938.237793
	Iteration 88Q: 3 clusters Score -2.20899e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 153208 members 
Entering Unmasked Estep 
Score: -22089868.000000 Penalty: 5938.237793
	Iteration 89Q: 3 clusters Score -2.208987e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 153241 members 
Entering Unmasked Estep 
Score: -22089880.000000 Penalty: 5938.237793
	Iteration 90Q: 3 clusters Score -2.208988e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 153275 members 
Entering Unmasked Estep 
Score: -22089874.000000 Penalty: 5938.237793
	Iteration 91Q: 3 clusters Score -2.208987e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 153306 members 
Entering Unmasked Estep 
Score: -22089888.000000 Penalty: 5938.237793
	Iteration 92Q: 3 clusters Score -2.208989e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 153342 members 
Entering Unmasked Estep 
Score: -22089876.000000 Penalty: 5938.237793
	Iteration 93Q: 3 clusters Score -2.208988e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 153366 members 
Entering Unmasked Estep 
Score: -22089870.000000 Penalty: 5938.237793
	Iteration 94Q: 3 clusters Score -2.208987e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 153395 members 
Entering Unmasked Estep 
Score: -22089874.000000 Penalty: 5938.237793
	Iteration 95Q: 3 clusters Score -2.208987e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 153428 members 
Entering Unmasked Estep 
Score: -22089888.000000 Penalty: 5938.237793
	Iteration 96Q: 3 clusters Score -2.208989e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 153461 members 
Entering Unmasked Estep 
Score: -22089870.000000 Penalty: 5938.237793
	Iteration 97Q: 3 clusters Score -2.208987e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 153491 members 
Entering Unmasked Estep 
Score: -22089864.000000 Penalty: 5938.237793
	Iteration 98Q: 3 clusters Score -2.208986e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 153519 members 
Entering Unmasked Estep 
Score: -22089876.000000 Penalty: 5938.237793
	Iteration 99Q: 3 clusters Score -2.208988e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 153548 members 
Entering Unmasked Estep 
Score: -22089854.000000 Penalty: 5938.237793
	Iteration 100F: 3 clusters Score -2.208985e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 153568 members 
Entering Unmasked Estep 
Score: -22089882.000000 Penalty: 5938.237793
	Iteration 101Q: 3 clusters Score -2.208988e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 153588 members 
Entering Unmasked Estep 
Score: -22089884.000000 Penalty: 5938.237793
	Iteration 102Q: 3 clusters Score -2.208988e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 153602 members 
Entering Unmasked Estep 
Score: -22089892.000000 Penalty: 5938.237793
	Iteration 103Q: 3 clusters Score -2.208989e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 153613 members 
Entering Unmasked Estep 
Score: -22089858.000000 Penalty: 5938.237793
	Iteration 104Q: 3 clusters Score -2.208986e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 153625 members 
Entering Unmasked Estep 
Score: -22089868.000000 Penalty: 5938.237793
	Iteration 105Q: 3 clusters Score -2.208987e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 153633 members 
Entering Unmasked Estep 
Score: -22089880.000000 Penalty: 5938.237793
	Iteration 106Q: 3 clusters Score -2.208988e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 153642 members 
Entering Unmasked Estep 
Score: -22089872.000000 Penalty: 5938.237793
	Iteration 107Q: 3 clusters Score -2.208987e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 153656 members 
Entering Unmasked Estep 
Score: -22089880.000000 Penalty: 5938.237793
	Iteration 108Q: 3 clusters Score -2.208988e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 153668 members 
Entering Unmasked Estep 
Score: -22089892.000000 Penalty: 5938.237793
	Iteration 109Q: 3 clusters Score -2.208989e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 153678 members 
Entering Unmasked Estep 
Score: -22089886.000000 Penalty: 5938.237793
	Iteration 110Q: 3 clusters Score -2.208989e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 153690 members 
Entering Unmasked Estep 
Score: -22089890.000000 Penalty: 5938.237793
	Iteration 111Q: 3 clusters Score -2.208989e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 153695 members 
Entering Unmasked Estep 
Score: -22089894.000000 Penalty: 5938.237793
	Iteration 112Q: 3 clusters Score -2.208989e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 153697 members 
Entering Unmasked Estep 
Score: -22089898.000000 Penalty: 5938.237793
	Iteration 113Q: 3 clusters Score -2.20899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 153701 members 
Entering Unmasked Estep 
Score: -22089880.000000 Penalty: 5938.237793
	Iteration 114Q: 3 clusters Score -2.208988e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 153701 members 
Entering Unmasked Estep 
Score: -22089880.000000 Penalty: 5938.237793
	Iteration 115F: 3 clusters Score -2.208988e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Entering Unmasked Estep 
Score: -106299.820312 Penalty: 1701.444702
	Iteration 0F: 2 clusters Score -106299.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -104506.656250 Penalty: 3402.889404
	Iteration 0F: 3 clusters Score -104506.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -105533.429688 Penalty: 3402.889404
	Iteration 1F: 3 clusters Score -105533.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -106486.929688 Penalty: 3402.889404
	Iteration 2F: 3 clusters Score -106486.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -107381.570312 Penalty: 3402.889404
	Iteration 3F: 3 clusters Score -107381.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -107502.960938 Penalty: 3402.889404
	Iteration 4Q: 3 clusters Score -107503 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -107583.484375 Penalty: 3402.889404
	Iteration 5Q: 3 clusters Score -107583.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -107612.890625 Penalty: 3402.889404
	Iteration 6Q: 3 clusters Score -107612.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -107616.515625 Penalty: 3402.889404
	Iteration 7F: 3 clusters Score -107616.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -107641.000000 Penalty: 3402.889404
	Iteration 8Q: 3 clusters Score -107641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -107641.000000 Penalty: 3402.889404
	Iteration 9F: 3 clusters Score -107641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159802 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8158 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64218 members 
Mstep: Class 6 contains 131891 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2234 members 
Mstep: Class 11 contains 39117 members 
Mstep: Class 12 contains 3928 members 
Mstep: Class 13 contains 18141 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56174 members 
Mstep: Class 16 contains 177582 members 
Mstep: Class 17 contains 34642 members 
Mstep: Class 18 contains 144 members 
Mstep: Class 19 contains 72686 members 
Mstep: Class 20 contains 26954 members 
Mstep: Class 21 contains 158301 members 
Mstep: Class 22 contains 650 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 304 members 
Entering Unmasked Estep 
Score: -132697448.000000 Penalty: 81993.640625
Splitting cluster 22 changes total score from -132697712.000000 to -132697448.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159802 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8158 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64218 members 
Mstep: Class 6 contains 131891 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2234 members 
Mstep: Class 11 contains 39117 members 
Mstep: Class 12 contains 3928 members 
Mstep: Class 13 contains 18141 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56174 members 
Mstep: Class 16 contains 177582 members 
Mstep: Class 17 contains 34642 members 
Mstep: Class 18 contains 144 members 
Mstep: Class 19 contains 72686 members 
Mstep: Class 20 contains 26954 members 
Mstep: Class 21 contains 158301 members 
Mstep: Class 22 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132697800.000000 Penalty: 78577.234375
Iteration 119Q: 24 clusters Score -1.326978e+08 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159841 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8156 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64205 members 
Mstep: Class 6 contains 131859 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2732 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2235 members 
Mstep: Class 11 contains 39153 members 
Mstep: Class 12 contains 3929 members 
Mstep: Class 13 contains 18134 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56185 members 
Mstep: Class 16 contains 177547 members 
Mstep: Class 17 contains 34617 members 
Mstep: Class 18 contains 144 members 
Mstep: Class 19 contains 72821 members 
Mstep: Class 20 contains 26952 members 
Mstep: Class 21 contains 158191 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132697992.000000 Penalty: 78577.234375
Iteration 120F: 24 clusters Score -1.32698e+08 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159852 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8152 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64185 members 
Mstep: Class 6 contains 131817 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2738 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2235 members 
Mstep: Class 11 contains 39177 members 
Mstep: Class 12 contains 3929 members 
Mstep: Class 13 contains 18129 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56189 members 
Mstep: Class 16 contains 177520 members 
Mstep: Class 17 contains 34596 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 72981 members 
Mstep: Class 20 contains 26945 members 
Mstep: Class 21 contains 158112 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132698072.000000 Penalty: 78577.234375
Iteration 121Q: 24 clusters Score -1.326981e+08 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159819 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8154 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64173 members 
Mstep: Class 6 contains 131763 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2741 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2233 members 
Mstep: Class 11 contains 39216 members 
Mstep: Class 12 contains 3929 members 
Mstep: Class 13 contains 18121 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56209 members 
Mstep: Class 16 contains 177498 members 
Mstep: Class 17 contains 34578 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 73156 members 
Mstep: Class 20 contains 26940 members 
Mstep: Class 21 contains 158027 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132698416.000000 Penalty: 78577.234375
Iteration 122Q: 24 clusters Score -1.326984e+08 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159829 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8153 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64150 members 
Mstep: Class 6 contains 131688 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 39252 members 
Mstep: Class 12 contains 3929 members 
Mstep: Class 13 contains 18112 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56224 members 
Mstep: Class 16 contains 177464 members 
Mstep: Class 17 contains 34562 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 73327 members 
Mstep: Class 20 contains 26931 members 
Mstep: Class 21 contains 157962 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132698496.000000 Penalty: 78577.234375
Iteration 123Q: 24 clusters Score -1.326985e+08 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159835 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8158 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64137 members 
Mstep: Class 6 contains 131595 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2743 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2229 members 
Mstep: Class 11 contains 39292 members 
Mstep: Class 12 contains 3930 members 
Mstep: Class 13 contains 18108 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56242 members 
Mstep: Class 16 contains 177455 members 
Mstep: Class 17 contains 34547 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 73507 members 
Mstep: Class 20 contains 26925 members 
Mstep: Class 21 contains 157853 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132698568.000000 Penalty: 78577.234375
Iteration 124Q: 24 clusters Score -1.326986e+08 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159871 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8149 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64115 members 
Mstep: Class 6 contains 131532 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2743 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2229 members 
Mstep: Class 11 contains 39318 members 
Mstep: Class 12 contains 3930 members 
Mstep: Class 13 contains 18099 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56253 members 
Mstep: Class 16 contains 177450 members 
Mstep: Class 17 contains 34537 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 73657 members 
Mstep: Class 20 contains 26911 members 
Mstep: Class 21 contains 157762 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132698736.000000 Penalty: 78577.234375
Iteration 125Q: 24 clusters Score -1.326987e+08 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159897 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8140 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64097 members 
Mstep: Class 6 contains 131470 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2743 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2228 members 
Mstep: Class 11 contains 39343 members 
Mstep: Class 12 contains 3930 members 
Mstep: Class 13 contains 18089 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56270 members 
Mstep: Class 16 contains 177447 members 
Mstep: Class 17 contains 34510 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 73807 members 
Mstep: Class 20 contains 26904 members 
Mstep: Class 21 contains 157681 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132698680.000000 Penalty: 78577.234375
Iteration 126Q: 24 clusters Score -1.326987e+08 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159875 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8136 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64090 members 
Mstep: Class 6 contains 131414 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2743 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2225 members 
Mstep: Class 11 contains 39363 members 
Mstep: Class 12 contains 3929 members 
Mstep: Class 13 contains 18081 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56286 members 
Mstep: Class 16 contains 177439 members 
Mstep: Class 17 contains 34492 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 73995 members 
Mstep: Class 20 contains 26886 members 
Mstep: Class 21 contains 157602 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132698928.000000 Penalty: 78577.234375
Iteration 127Q: 24 clusters Score -1.326989e+08 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159857 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8135 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64065 members 
Mstep: Class 6 contains 131346 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2743 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2224 members 
Mstep: Class 11 contains 39388 members 
Mstep: Class 12 contains 3930 members 
Mstep: Class 13 contains 18079 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56286 members 
Mstep: Class 16 contains 177428 members 
Mstep: Class 17 contains 34470 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 74188 members 
Mstep: Class 20 contains 26866 members 
Mstep: Class 21 contains 157551 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132699128.000000 Penalty: 78577.234375
Iteration 128Q: 24 clusters Score -1.326991e+08 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159859 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8135 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64045 members 
Mstep: Class 6 contains 131297 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2744 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2222 members 
Mstep: Class 11 contains 39401 members 
Mstep: Class 12 contains 3930 members 
Mstep: Class 13 contains 18079 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56285 members 
Mstep: Class 16 contains 177413 members 
Mstep: Class 17 contains 34438 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 74351 members 
Mstep: Class 20 contains 26848 members 
Mstep: Class 21 contains 157509 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132699024.000000 Penalty: 78577.234375
Iteration 129Q: 24 clusters Score -1.32699e+08 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159895 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8136 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64032 members 
Mstep: Class 6 contains 131234 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2745 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2219 members 
Mstep: Class 11 contains 39409 members 
Mstep: Class 12 contains 3931 members 
Mstep: Class 13 contains 18073 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56293 members 
Mstep: Class 16 contains 177392 members 
Mstep: Class 17 contains 34409 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 74508 members 
Mstep: Class 20 contains 26842 members 
Mstep: Class 21 contains 157438 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132698784.000000 Penalty: 78577.234375
Iteration 130Q: 24 clusters Score -1.326988e+08 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159885 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8135 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64028 members 
Mstep: Class 6 contains 131191 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2745 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2219 members 
Mstep: Class 11 contains 39413 members 
Mstep: Class 12 contains 3932 members 
Mstep: Class 13 contains 18069 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56306 members 
Mstep: Class 16 contains 177381 members 
Mstep: Class 17 contains 34380 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 74678 members 
Mstep: Class 20 contains 26834 members 
Mstep: Class 21 contains 157360 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132698584.000000 Penalty: 78577.234375
Iteration 131Q: 24 clusters Score -1.326986e+08 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159858 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8134 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64023 members 
Mstep: Class 6 contains 131159 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2746 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2218 members 
Mstep: Class 11 contains 39413 members 
Mstep: Class 12 contains 3932 members 
Mstep: Class 13 contains 18061 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56311 members 
Mstep: Class 16 contains 177372 members 
Mstep: Class 17 contains 34359 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 74842 members 
Mstep: Class 20 contains 26821 members 
Mstep: Class 21 contains 157307 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132698416.000000 Penalty: 78577.234375
Iteration 132Q: 24 clusters Score -1.326984e+08 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159834 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8142 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64003 members 
Mstep: Class 6 contains 131122 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2746 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2218 members 
Mstep: Class 11 contains 39435 members 
Mstep: Class 12 contains 3932 members 
Mstep: Class 13 contains 18057 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56318 members 
Mstep: Class 16 contains 177361 members 
Mstep: Class 17 contains 34336 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 75014 members 
Mstep: Class 20 contains 26816 members 
Mstep: Class 21 contains 157221 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132698656.000000 Penalty: 78577.234375
Iteration 133Q: 24 clusters Score -1.326987e+08 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159807 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8141 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63991 members 
Mstep: Class 6 contains 131071 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2746 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2218 members 
Mstep: Class 11 contains 39444 members 
Mstep: Class 12 contains 3932 members 
Mstep: Class 13 contains 18056 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56330 members 
Mstep: Class 16 contains 177355 members 
Mstep: Class 17 contains 34301 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 75212 members 
Mstep: Class 20 contains 26798 members 
Mstep: Class 21 contains 157153 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132698528.000000 Penalty: 78577.234375
Iteration 134Q: 24 clusters Score -1.326985e+08 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159800 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8136 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63966 members 
Mstep: Class 6 contains 131017 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2746 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2218 members 
Mstep: Class 11 contains 39446 members 
Mstep: Class 12 contains 3932 members 
Mstep: Class 13 contains 18048 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56335 members 
Mstep: Class 16 contains 177338 members 
Mstep: Class 17 contains 34293 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 75393 members 
Mstep: Class 20 contains 26776 members 
Mstep: Class 21 contains 157111 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132698536.000000 Penalty: 78577.234375
Iteration 135Q: 24 clusters Score -1.326985e+08 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159763 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8138 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63944 members 
Mstep: Class 6 contains 130962 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2746 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2218 members 
Mstep: Class 11 contains 39464 members 
Mstep: Class 12 contains 3931 members 
Mstep: Class 13 contains 18038 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56343 members 
Mstep: Class 16 contains 177325 members 
Mstep: Class 17 contains 34278 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 75603 members 
Mstep: Class 20 contains 26760 members 
Mstep: Class 21 contains 157042 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132698840.000000 Penalty: 78577.234375
Iteration 136Q: 24 clusters Score -1.326988e+08 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159737 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8135 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63917 members 
Mstep: Class 6 contains 130904 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2746 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2218 members 
Mstep: Class 11 contains 39472 members 
Mstep: Class 12 contains 3931 members 
Mstep: Class 13 contains 18032 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56343 members 
Mstep: Class 16 contains 177334 members 
Mstep: Class 17 contains 34265 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 75820 members 
Mstep: Class 20 contains 26739 members 
Mstep: Class 21 contains 156963 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132699040.000000 Penalty: 78577.234375
Iteration 137Q: 24 clusters Score -1.32699e+08 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159677 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8134 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63907 members 
Mstep: Class 6 contains 130857 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2746 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2217 members 
Mstep: Class 11 contains 39478 members 
Mstep: Class 12 contains 3931 members 
Mstep: Class 13 contains 18024 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56365 members 
Mstep: Class 16 contains 177320 members 
Mstep: Class 17 contains 34252 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 76067 members 
Mstep: Class 20 contains 26710 members 
Mstep: Class 21 contains 156871 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132699352.000000 Penalty: 78577.234375
Iteration 138Q: 24 clusters Score -1.326994e+08 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159671 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8133 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63888 members 
Mstep: Class 6 contains 130812 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2747 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2218 members 
Mstep: Class 11 contains 39490 members 
Mstep: Class 12 contains 3931 members 
Mstep: Class 13 contains 18014 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56394 members 
Mstep: Class 16 contains 177296 members 
Mstep: Class 17 contains 34247 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 76277 members 
Mstep: Class 20 contains 26688 members 
Mstep: Class 21 contains 156750 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132699240.000000 Penalty: 78577.234375
Iteration 139Q: 24 clusters Score -1.326992e+08 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159651 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8133 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63856 members 
Mstep: Class 6 contains 130747 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2747 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2218 members 
Mstep: Class 11 contains 39508 members 
Mstep: Class 12 contains 3930 members 
Mstep: Class 13 contains 18005 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56424 members 
Mstep: Class 16 contains 177296 members 
Mstep: Class 17 contains 34244 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 76498 members 
Mstep: Class 20 contains 26654 members 
Mstep: Class 21 contains 156645 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132699096.000000 Penalty: 78577.234375
Iteration 140F: 24 clusters Score -1.326991e+08 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159634 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8131 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63825 members 
Mstep: Class 6 contains 130665 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2746 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2218 members 
Mstep: Class 11 contains 39533 members 
Mstep: Class 12 contains 3930 members 
Mstep: Class 13 contains 18000 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56444 members 
Mstep: Class 16 contains 177289 members 
Mstep: Class 17 contains 34233 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 76718 members 
Mstep: Class 20 contains 26625 members 
Mstep: Class 21 contains 156565 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132698952.000000 Penalty: 78577.234375
Iteration 141Q: 24 clusters Score -1.32699e+08 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159636 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8127 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63787 members 
Mstep: Class 6 contains 130586 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2745 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2217 members 
Mstep: Class 11 contains 39558 members 
Mstep: Class 12 contains 3930 members 
Mstep: Class 13 contains 17993 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56471 members 
Mstep: Class 16 contains 177281 members 
Mstep: Class 17 contains 34219 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 76939 members 
Mstep: Class 20 contains 26608 members 
Mstep: Class 21 contains 156459 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132699216.000000 Penalty: 78577.234375
Iteration 142Q: 24 clusters Score -1.326992e+08 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159642 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8125 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63749 members 
Mstep: Class 6 contains 130507 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2748 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2218 members 
Mstep: Class 11 contains 39584 members 
Mstep: Class 12 contains 3930 members 
Mstep: Class 13 contains 17988 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56502 members 
Mstep: Class 16 contains 177275 members 
Mstep: Class 17 contains 34207 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 77150 members 
Mstep: Class 20 contains 26571 members 
Mstep: Class 21 contains 156359 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132699208.000000 Penalty: 78577.234375
Iteration 143Q: 24 clusters Score -1.326992e+08 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159669 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8119 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63718 members 
Mstep: Class 6 contains 130422 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2748 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2218 members 
Mstep: Class 11 contains 39600 members 
Mstep: Class 12 contains 3930 members 
Mstep: Class 13 contains 17986 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56527 members 
Mstep: Class 16 contains 177271 members 
Mstep: Class 17 contains 34186 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 77341 members 
Mstep: Class 20 contains 26549 members 
Mstep: Class 21 contains 156271 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132699320.000000 Penalty: 78577.234375
Iteration 144Q: 24 clusters Score -1.326993e+08 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159684 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8112 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63692 members 
Mstep: Class 6 contains 130325 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2749 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2219 members 
Mstep: Class 11 contains 39623 members 
Mstep: Class 12 contains 3930 members 
Mstep: Class 13 contains 17984 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56545 members 
Mstep: Class 16 contains 177277 members 
Mstep: Class 17 contains 34172 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 77580 members 
Mstep: Class 20 contains 26533 members 
Mstep: Class 21 contains 156130 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132699480.000000 Penalty: 78577.234375
Iteration 145Q: 24 clusters Score -1.326995e+08 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159639 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 8107 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63666 members 
Mstep: Class 6 contains 130236 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2221 members 
Mstep: Class 11 contains 39640 members 
Mstep: Class 12 contains 3930 members 
Mstep: Class 13 contains 17977 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56560 members 
Mstep: Class 16 contains 177269 members 
Mstep: Class 17 contains 34177 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 77829 members 
Mstep: Class 20 contains 26515 members 
Mstep: Class 21 contains 156037 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132699600.000000 Penalty: 78577.234375
Iteration 146Q: 24 clusters Score -1.326996e+08 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159567 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 8100 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63641 members 
Mstep: Class 6 contains 130122 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2756 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2221 members 
Mstep: Class 11 contains 39641 members 
Mstep: Class 12 contains 3930 members 
Mstep: Class 13 contains 17979 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56595 members 
Mstep: Class 16 contains 177246 members 
Mstep: Class 17 contains 34170 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 78077 members 
Mstep: Class 20 contains 26518 members 
Mstep: Class 21 contains 155991 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132699816.000000 Penalty: 78577.234375
Iteration 147Q: 24 clusters Score -1.326998e+08 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159538 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 8097 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63620 members 
Mstep: Class 6 contains 130008 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2759 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2220 members 
Mstep: Class 11 contains 39634 members 
Mstep: Class 12 contains 3930 members 
Mstep: Class 13 contains 17976 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56597 members 
Mstep: Class 16 contains 177235 members 
Mstep: Class 17 contains 34152 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 78338 members 
Mstep: Class 20 contains 26507 members 
Mstep: Class 21 contains 155943 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132699800.000000 Penalty: 78577.234375
Iteration 148Q: 24 clusters Score -1.326998e+08 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159498 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 8098 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63597 members 
Mstep: Class 6 contains 129883 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2760 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2219 members 
Mstep: Class 11 contains 39617 members 
Mstep: Class 12 contains 3930 members 
Mstep: Class 13 contains 17970 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56618 members 
Mstep: Class 16 contains 177224 members 
Mstep: Class 17 contains 34135 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 78613 members 
Mstep: Class 20 contains 26493 members 
Mstep: Class 21 contains 155899 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132699712.000000 Penalty: 78577.234375
Iteration 149Q: 24 clusters Score -1.326997e+08 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159430 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 8098 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63582 members 
Mstep: Class 6 contains 129753 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2762 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2219 members 
Mstep: Class 11 contains 39615 members 
Mstep: Class 12 contains 3930 members 
Mstep: Class 13 contains 17966 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56623 members 
Mstep: Class 16 contains 177211 members 
Mstep: Class 17 contains 34111 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 78917 members 
Mstep: Class 20 contains 26486 members 
Mstep: Class 21 contains 155851 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132699632.000000 Penalty: 78577.234375
Iteration 150Q: 24 clusters Score -1.326996e+08 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159398 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 8098 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63572 members 
Mstep: Class 6 contains 129640 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2766 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2219 members 
Mstep: Class 11 contains 39616 members 
Mstep: Class 12 contains 3930 members 
Mstep: Class 13 contains 17956 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56632 members 
Mstep: Class 16 contains 177200 members 
Mstep: Class 17 contains 34077 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 79191 members 
Mstep: Class 20 contains 26482 members 
Mstep: Class 21 contains 155777 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 151Q: 24 clusters Score -1.326998e+08 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159374 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 8094 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63553 members 
Mstep: Class 6 contains 129529 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2768 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2219 members 
Mstep: Class 11 contains 39620 members 
Mstep: Class 12 contains 3930 members 
Mstep: Class 13 contains 17952 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56644 members 
Mstep: Class 16 contains 177190 members 
Mstep: Class 17 contains 34048 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 79466 members 
Mstep: Class 20 contains 26488 members 
Mstep: Class 21 contains 155679 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 152Q: 24 clusters Score -1.327001e+08 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159345 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 8093 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63539 members 
Mstep: Class 6 contains 129421 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2767 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2220 members 
Mstep: Class 11 contains 39636 members 
Mstep: Class 12 contains 3930 members 
Mstep: Class 13 contains 17949 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56659 members 
Mstep: Class 16 contains 177193 members 
Mstep: Class 17 contains 34023 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 79728 members 
Mstep: Class 20 contains 26472 members 
Mstep: Class 21 contains 155579 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132700256.000000 Penalty: 78577.234375
Iteration 153Q: 24 clusters Score -1.327003e+08 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159275 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 8095 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63529 members 
Mstep: Class 6 contains 129301 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2767 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2222 members 
Mstep: Class 11 contains 39654 members 
Mstep: Class 12 contains 3930 members 
Mstep: Class 13 contains 17943 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56677 members 
Mstep: Class 16 contains 177179 members 
Mstep: Class 17 contains 33999 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 79994 members 
Mstep: Class 20 contains 26462 members 
Mstep: Class 21 contains 155527 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 154Q: 24 clusters Score -1.327002e+08 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159266 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 8092 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63520 members 
Mstep: Class 6 contains 129209 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2767 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2222 members 
Mstep: Class 11 contains 39654 members 
Mstep: Class 12 contains 3930 members 
Mstep: Class 13 contains 17938 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56672 members 
Mstep: Class 16 contains 177145 members 
Mstep: Class 17 contains 33986 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 80271 members 
Mstep: Class 20 contains 26434 members 
Mstep: Class 21 contains 155448 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132700112.000000 Penalty: 78577.234375
Iteration 155Q: 24 clusters Score -1.327001e+08 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159234 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 8092 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63517 members 
Mstep: Class 6 contains 129106 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2767 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2221 members 
Mstep: Class 11 contains 39663 members 
Mstep: Class 12 contains 3929 members 
Mstep: Class 13 contains 17931 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56655 members 
Mstep: Class 16 contains 177121 members 
Mstep: Class 17 contains 33970 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 80538 members 
Mstep: Class 20 contains 26417 members 
Mstep: Class 21 contains 155392 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132700216.000000 Penalty: 78577.234375
Iteration 156Q: 24 clusters Score -1.327002e+08 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159188 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 8092 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63510 members 
Mstep: Class 6 contains 129025 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2768 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2220 members 
Mstep: Class 11 contains 39678 members 
Mstep: Class 12 contains 3929 members 
Mstep: Class 13 contains 17927 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56625 members 
Mstep: Class 16 contains 177079 members 
Mstep: Class 17 contains 33953 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 80807 members 
Mstep: Class 20 contains 26403 members 
Mstep: Class 21 contains 155349 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132700504.000000 Penalty: 78577.234375
Iteration 157Q: 24 clusters Score -1.327005e+08 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159139 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 8090 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63508 members 
Mstep: Class 6 contains 128932 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2768 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2220 members 
Mstep: Class 11 contains 39692 members 
Mstep: Class 12 contains 3929 members 
Mstep: Class 13 contains 17920 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56607 members 
Mstep: Class 16 contains 177026 members 
Mstep: Class 17 contains 33927 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 81113 members 
Mstep: Class 20 contains 26385 members 
Mstep: Class 21 contains 155297 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132700464.000000 Penalty: 78577.234375
Iteration 158Q: 24 clusters Score -1.327005e+08 nChanged 1243
Entering ConstructFrom: 
Score: -132700464.000000 Penalty: 78577.234375
Entering ConstructFrom: 
Trying to split cluster 1 (159090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159090 members 
Entering Unmasked Estep 
Score: -22216438.000000 Penalty: 2970.351807
	Iteration 0F: 2 clusters Score -2.221644e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79411 members 
Mstep: Class 2 contains 79679 members 
Entering Unmasked Estep 
Score: -22111030.000000 Penalty: 5940.703613
	Iteration 0F: 3 clusters Score -2.211103e+07 nChanged 75865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77478 members 
Mstep: Class 2 contains 81612 members 
Entering Unmasked Estep 
Score: -22155128.000000 Penalty: 5940.703613
	Iteration 1F: 3 clusters Score -2.215513e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76401 members 
Mstep: Class 2 contains 82689 members 
Entering Unmasked Estep 
Score: -22156060.000000 Penalty: 5940.703613
	Iteration 2Q: 3 clusters Score -2.215606e+07 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74751 members 
Mstep: Class 2 contains 84339 members 
Entering Unmasked Estep 
Score: -22157346.000000 Penalty: 5940.703613
	Iteration 3Q: 3 clusters Score -2.215735e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72267 members 
Mstep: Class 2 contains 86823 members 
Entering Unmasked Estep 
Score: -22159218.000000 Penalty: 5940.703613
	Iteration 4Q: 3 clusters Score -2.215922e+07 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68613 members 
Mstep: Class 2 contains 90477 members 
Entering Unmasked Estep 
Score: -22162288.000000 Penalty: 5940.703613
	Iteration 5Q: 3 clusters Score -2.216229e+07 nChanged 7837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63688 members 
Mstep: Class 2 contains 95402 members 
Entering Unmasked Estep 
Score: -22166686.000000 Penalty: 5940.703613
	Iteration 6Q: 3 clusters Score -2.216669e+07 nChanged 9109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57755 members 
Mstep: Class 2 contains 101335 members 
Entering Unmasked Estep 
Score: -22173264.000000 Penalty: 5940.703613
	Iteration 7F: 3 clusters Score -2.217326e+07 nChanged 9611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51700 members 
Mstep: Class 2 contains 107390 members 
Entering Unmasked Estep 
Score: -22180442.000000 Penalty: 5940.703613
	Iteration 8F: 3 clusters Score -2.218044e+07 nChanged 9349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46329 members 
Mstep: Class 2 contains 112761 members 
Entering Unmasked Estep 
Score: -22186770.000000 Penalty: 5940.703613
	Iteration 9F: 3 clusters Score -2.218677e+07 nChanged 7930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42187 members 
Mstep: Class 2 contains 116903 members 
Entering Unmasked Estep 
Score: -22191358.000000 Penalty: 5940.703613
	Iteration 10Q: 3 clusters Score -2.219136e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38931 members 
Mstep: Class 2 contains 120159 members 
Entering Unmasked Estep 
Score: -22193984.000000 Penalty: 5940.703613
	Iteration 11Q: 3 clusters Score -2.219398e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36034 members 
Mstep: Class 2 contains 123056 members 
Entering Unmasked Estep 
Score: -22195784.000000 Penalty: 5940.703613
	Iteration 12Q: 3 clusters Score -2.219578e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33167 members 
Mstep: Class 2 contains 125923 members 
Entering Unmasked Estep 
Score: -22197108.000000 Penalty: 5940.703613
	Iteration 13Q: 3 clusters Score -2.219711e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 128771 members 
Entering Unmasked Estep 
Score: -22198348.000000 Penalty: 5940.703613
	Iteration 14Q: 3 clusters Score -2.219835e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 131607 members 
Entering Unmasked Estep 
Score: -22199518.000000 Penalty: 5940.703613
	Iteration 15Q: 3 clusters Score -2.219952e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 134377 members 
Entering Unmasked Estep 
Score: -22200592.000000 Penalty: 5940.703613
	Iteration 16Q: 3 clusters Score -2.220059e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 137114 members 
Entering Unmasked Estep 
Score: -22201866.000000 Penalty: 5940.703613
	Iteration 17Q: 3 clusters Score -2.220187e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 139842 members 
Entering Unmasked Estep 
Score: -22203010.000000 Penalty: 5940.703613
	Iteration 18Q: 3 clusters Score -2.220301e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 142484 members 
Entering Unmasked Estep 
Score: -22204312.000000 Penalty: 5940.703613
	Iteration 19Q: 3 clusters Score -2.220431e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 145007 members 
Entering Unmasked Estep 
Score: -22205494.000000 Penalty: 5940.703613
	Iteration 20F: 3 clusters Score -2.220549e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 147476 members 
Entering Unmasked Estep 
Score: -22206894.000000 Penalty: 5940.703613
	Iteration 21Q: 3 clusters Score -2.220689e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 149798 members 
Entering Unmasked Estep 
Score: -22208410.000000 Penalty: 5940.703613
	Iteration 22Q: 3 clusters Score -2.220841e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 151852 members 
Entering Unmasked Estep 
Score: -22209840.000000 Penalty: 5940.703613
	Iteration 23Q: 3 clusters Score -2.220984e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 153611 members 
Entering Unmasked Estep 
Score: -22210950.000000 Penalty: 5940.703613
	Iteration 24Q: 3 clusters Score -2.221095e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 155083 members 
Entering Unmasked Estep 
Score: -22211894.000000 Penalty: 5940.703613
	Iteration 25Q: 3 clusters Score -2.221189e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 156210 members 
Entering Unmasked Estep 
Score: -22212644.000000 Penalty: 5940.703613
	Iteration 26Q: 3 clusters Score -2.221264e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 156975 members 
Entering Unmasked Estep 
Score: -22213106.000000 Penalty: 5940.703613
	Iteration 27Q: 3 clusters Score -2.221311e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 157472 members 
Entering Unmasked Estep 
Score: -22213284.000000 Penalty: 5940.703613
	Iteration 28Q: 3 clusters Score -2.221328e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 157791 members 
Entering Unmasked Estep 
Score: -22213470.000000 Penalty: 5940.703613
	Iteration 29Q: 3 clusters Score -2.221347e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 158002 members 
Entering Unmasked Estep 
Score: -22213600.000000 Penalty: 5940.703613
	Iteration 30Q: 3 clusters Score -2.22136e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 158148 members 
Entering Unmasked Estep 
Score: -22213740.000000 Penalty: 5940.703613
	Iteration 31Q: 3 clusters Score -2.221374e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 158251 members 
Entering Unmasked Estep 
Score: -22213788.000000 Penalty: 5940.703613
	Iteration 32Q: 3 clusters Score -2.221379e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 158330 members 
Entering Unmasked Estep 
Score: -22213820.000000 Penalty: 5940.703613
	Iteration 33Q: 3 clusters Score -2.221382e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 158376 members 
Entering Unmasked Estep 
Score: -22213850.000000 Penalty: 5940.703613
	Iteration 34Q: 3 clusters Score -2.221385e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 158413 members 
Entering Unmasked Estep 
Score: -22213876.000000 Penalty: 5940.703613
	Iteration 35Q: 3 clusters Score -2.221388e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 158438 members 
Entering Unmasked Estep 
Score: -22213902.000000 Penalty: 5940.703613
	Iteration 36Q: 3 clusters Score -2.22139e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 158466 members 
Entering Unmasked Estep 
Score: -22213926.000000 Penalty: 5940.703613
	Iteration 37Q: 3 clusters Score -2.221393e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 158481 members 
Entering Unmasked Estep 
Score: -22213938.000000 Penalty: 5940.703613
	Iteration 38Q: 3 clusters Score -2.221394e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 158494 members 
Entering Unmasked Estep 
Score: -22213940.000000 Penalty: 5940.703613
	Iteration 39Q: 3 clusters Score -2.221394e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 158505 members 
Entering Unmasked Estep 
Score: -22213946.000000 Penalty: 5940.703613
	Iteration 40F: 3 clusters Score -2.221395e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 158516 members 
Entering Unmasked Estep 
Score: -22213938.000000 Penalty: 5940.703613
	Iteration 41Q: 3 clusters Score -2.221394e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 158524 members 
Entering Unmasked Estep 
Score: -22213960.000000 Penalty: 5940.703613
	Iteration 42Q: 3 clusters Score -2.221396e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 158530 members 
Entering Unmasked Estep 
Score: -22213968.000000 Penalty: 5940.703613
	Iteration 43Q: 3 clusters Score -2.221397e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 158535 members 
Entering Unmasked Estep 
Score: -22213970.000000 Penalty: 5940.703613
	Iteration 44Q: 3 clusters Score -2.221397e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 158535 members 
Entering Unmasked Estep 
Score: -22213966.000000 Penalty: 5940.703613
	Iteration 45Q: 3 clusters Score -2.221397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 158536 members 
Entering Unmasked Estep 
Score: -22213966.000000 Penalty: 5940.703613
	Iteration 46Q: 3 clusters Score -2.221397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 158537 members 
Entering Unmasked Estep 
Score: -22213968.000000 Penalty: 5940.703613
	Iteration 47Q: 3 clusters Score -2.221397e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 158537 members 
Entering Unmasked Estep 
Score: -22213968.000000 Penalty: 5940.703613
	Iteration 48F: 3 clusters Score -2.221397e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Entering Unmasked Estep 
Score: -83745.757812 Penalty: 1613.063477
	Iteration 0F: 2 clusters Score -83745.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -82120.265625 Penalty: 3226.126953
	Iteration 0F: 3 clusters Score -82120.27 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -82487.703125 Penalty: 3226.126953
	Iteration 1F: 3 clusters Score -82487.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -82680.250000 Penalty: 3226.126953
	Iteration 2F: 3 clusters Score -82680.25 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -82830.335938 Penalty: 3226.126953
	Iteration 3F: 3 clusters Score -82830.34 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -82948.898438 Penalty: 3226.126953
	Iteration 4F: 3 clusters Score -82948.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -82993.015625 Penalty: 3226.126953
	Iteration 5Q: 3 clusters Score -82993.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -83018.257812 Penalty: 3226.126953
	Iteration 6Q: 3 clusters Score -83018.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -83024.898438 Penalty: 3226.126953
	Iteration 7Q: 3 clusters Score -83024.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -83026.382812 Penalty: 3226.126953
	Iteration 8Q: 3 clusters Score -83026.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -83029.710938 Penalty: 3226.126953
	Iteration 9Q: 3 clusters Score -83029.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -83033.468750 Penalty: 3226.126953
	Iteration 10Q: 3 clusters Score -83033.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -83036.414062 Penalty: 3226.126953
	Iteration 11Q: 3 clusters Score -83036.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -83041.601562 Penalty: 3226.126953
	Iteration 12Q: 3 clusters Score -83041.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -83042.414062 Penalty: 3226.126953
	Iteration 13Q: 3 clusters Score -83042.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -83042.414062 Penalty: 3226.126953
	Iteration 14F: 3 clusters Score -83042.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Entering Unmasked Estep 
Score: -1093221.125000 Penalty: 2231.507324
	Iteration 0F: 2 clusters Score -1093221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1086756.000000 Penalty: 4463.014648
	Iteration 0F: 3 clusters Score -1086756 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1088726.500000 Penalty: 4463.014648
	Iteration 1F: 3 clusters Score -1088726 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1089174.125000 Penalty: 4463.014648
	Iteration 2F: 3 clusters Score -1089174 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1089471.625000 Penalty: 4463.014648
	Iteration 3F: 3 clusters Score -1089472 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1089728.125000 Penalty: 4463.014648
	Iteration 4Q: 3 clusters Score -1089728 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1089975.250000 Penalty: 4463.014648
	Iteration 5Q: 3 clusters Score -1089975 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1090214.500000 Penalty: 4463.014648
	Iteration 6Q: 3 clusters Score -1090214 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1090453.625000 Penalty: 4463.014648
	Iteration 7Q: 3 clusters Score -1090454 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1090644.250000 Penalty: 4463.014648
	Iteration 8Q: 3 clusters Score -1090644 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1090800.125000 Penalty: 4463.014648
	Iteration 9Q: 3 clusters Score -1090800 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1090956.625000 Penalty: 4463.014648
	Iteration 10Q: 3 clusters Score -1090957 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1091091.750000 Penalty: 4463.014648
	Iteration 11Q: 3 clusters Score -1091092 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1091203.875000 Penalty: 4463.014648
	Iteration 12Q: 3 clusters Score -1091204 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1091296.375000 Penalty: 4463.014648
	Iteration 13Q: 3 clusters Score -1091296 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1091400.750000 Penalty: 4463.014648
	Iteration 14Q: 3 clusters Score -1091401 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1091478.500000 Penalty: 4463.014648
	Iteration 15Q: 3 clusters Score -1091478 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1091541.250000 Penalty: 4463.014648
	Iteration 16Q: 3 clusters Score -1091541 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1091588.500000 Penalty: 4463.014648
	Iteration 17Q: 3 clusters Score -1091588 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1091625.000000 Penalty: 4463.014648
	Iteration 18Q: 3 clusters Score -1091625 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1091657.125000 Penalty: 4463.014648
	Iteration 19Q: 3 clusters Score -1091657 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1091681.250000 Penalty: 4463.014648
	Iteration 20F: 3 clusters Score -1091681 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1091703.000000 Penalty: 4463.014648
	Iteration 21Q: 3 clusters Score -1091703 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1091719.875000 Penalty: 4463.014648
	Iteration 22Q: 3 clusters Score -1091720 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1091730.875000 Penalty: 4463.014648
	Iteration 23Q: 3 clusters Score -1091731 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1091747.625000 Penalty: 4463.014648
	Iteration 24Q: 3 clusters Score -1091748 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1091759.625000 Penalty: 4463.014648
	Iteration 25Q: 3 clusters Score -1091760 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1091769.125000 Penalty: 4463.014648
	Iteration 26Q: 3 clusters Score -1091769 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1091779.000000 Penalty: 4463.014648
	Iteration 27Q: 3 clusters Score -1091779 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1091788.375000 Penalty: 4463.014648
	Iteration 28Q: 3 clusters Score -1091788 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1091792.500000 Penalty: 4463.014648
	Iteration 29Q: 3 clusters Score -1091792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1091795.875000 Penalty: 4463.014648
	Iteration 30Q: 3 clusters Score -1091796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1091801.500000 Penalty: 4463.014648
	Iteration 31Q: 3 clusters Score -1091802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1091803.625000 Penalty: 4463.014648
	Iteration 32Q: 3 clusters Score -1091804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1091804.625000 Penalty: 4463.014648
	Iteration 33Q: 3 clusters Score -1091805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1091805.875000 Penalty: 4463.014648
	Iteration 34Q: 3 clusters Score -1091806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1091805.500000 Penalty: 4463.014648
	Iteration 35Q: 3 clusters Score -1091806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1091806.750000 Penalty: 4463.014648
	Iteration 36Q: 3 clusters Score -1091807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1091809.375000 Penalty: 4463.014648
	Iteration 37Q: 3 clusters Score -1091809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1091811.875000 Penalty: 4463.014648
	Iteration 38Q: 3 clusters Score -1091812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1091812.000000 Penalty: 4463.014648
	Iteration 39Q: 3 clusters Score -1091812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1091813.000000 Penalty: 4463.014648
	Iteration 40F: 3 clusters Score -1091813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1091817.000000 Penalty: 4463.014648
	Iteration 41Q: 3 clusters Score -1091817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1091816.875000 Penalty: 4463.014648
	Iteration 42Q: 3 clusters Score -1091817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1091817.125000 Penalty: 4463.014648
	Iteration 43Q: 3 clusters Score -1091817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1091821.000000 Penalty: 4463.014648
	Iteration 44Q: 3 clusters Score -1091821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1091824.625000 Penalty: 4463.014648
	Iteration 45Q: 3 clusters Score -1091825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1091823.375000 Penalty: 4463.014648
	Iteration 46Q: 3 clusters Score -1091823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1091824.250000 Penalty: 4463.014648
	Iteration 47Q: 3 clusters Score -1091824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1091825.375000 Penalty: 4463.014648
	Iteration 48Q: 3 clusters Score -1091825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1091825.000000 Penalty: 4463.014648
	Iteration 49Q: 3 clusters Score -1091825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1091825.000000 Penalty: 4463.014648
	Iteration 50F: 3 clusters Score -1091825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -80229.398438 Penalty: 1586.024902
	Iteration 0F: 2 clusters Score -80229.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -78650.179688 Penalty: 3172.049805
	Iteration 0F: 3 clusters Score -78650.18 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -78892.734375 Penalty: 3172.049805
	Iteration 1F: 3 clusters Score -78892.73 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -78975.617188 Penalty: 3172.049805
	Iteration 2F: 3 clusters Score -78975.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -79005.023438 Penalty: 3172.049805
	Iteration 3Q: 3 clusters Score -79005.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -79016.046875 Penalty: 3172.049805
	Iteration 4Q: 3 clusters Score -79016.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -79021.187500 Penalty: 3172.049805
	Iteration 5Q: 3 clusters Score -79021.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -79030.109375 Penalty: 3172.049805
	Iteration 6Q: 3 clusters Score -79030.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -79038.312500 Penalty: 3172.049805
	Iteration 7Q: 3 clusters Score -79038.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -79040.750000 Penalty: 3172.049805
	Iteration 8Q: 3 clusters Score -79040.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -79041.921875 Penalty: 3172.049805
	Iteration 9Q: 3 clusters Score -79041.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -79043.625000 Penalty: 3172.049805
	Iteration 10Q: 3 clusters Score -79043.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -79043.625000 Penalty: 3172.049805
	Iteration 11F: 3 clusters Score -79043.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (63505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63505 members 
Entering Unmasked Estep 
Score: -8946368.000000 Penalty: 2742.600830
	Iteration 0F: 2 clusters Score -8946368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31859 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -8903771.000000 Penalty: 5485.201660
	Iteration 0F: 3 clusters Score -8903771 nChanged 29527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -8920158.000000 Penalty: 5485.201660
	Iteration 1F: 3 clusters Score -8920158 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -8920886.000000 Penalty: 5485.201660
	Iteration 2Q: 3 clusters Score -8920886 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33333 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -8921731.000000 Penalty: 5485.201660
	Iteration 3Q: 3 clusters Score -8921731 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -8922791.000000 Penalty: 5485.201660
	Iteration 4Q: 3 clusters Score -8922791 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -8924071.000000 Penalty: 5485.201660
	Iteration 5Q: 3 clusters Score -8924071 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -8925488.000000 Penalty: 5485.201660
	Iteration 6Q: 3 clusters Score -8925488 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -8926910.000000 Penalty: 5485.201660
	Iteration 7Q: 3 clusters Score -8926910 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38594 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -8928286.000000 Penalty: 5485.201660
	Iteration 8Q: 3 clusters Score -8928286 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40626 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -8929553.000000 Penalty: 5485.201660
	Iteration 9Q: 3 clusters Score -8929553 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43094 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -8930983.000000 Penalty: 5485.201660
	Iteration 10Q: 3 clusters Score -8930983 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -8932603.000000 Penalty: 5485.201660
	Iteration 11Q: 3 clusters Score -8932603 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49143 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -8934531.000000 Penalty: 5485.201660
	Iteration 12F: 3 clusters Score -8934531 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52362 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -8936626.000000 Penalty: 5485.201660
	Iteration 13F: 3 clusters Score -8936626 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55368 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -8938699.000000 Penalty: 5485.201660
	Iteration 14Q: 3 clusters Score -8938699 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57852 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -8940434.000000 Penalty: 5485.201660
	Iteration 15Q: 3 clusters Score -8940434 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59718 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -8941849.000000 Penalty: 5485.201660
	Iteration 16Q: 3 clusters Score -8941849 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60905 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -8942792.000000 Penalty: 5485.201660
	Iteration 17Q: 3 clusters Score -8942792 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61591 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -8943402.000000 Penalty: 5485.201660
	Iteration 18Q: 3 clusters Score -8943402 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61928 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -8943652.000000 Penalty: 5485.201660
	Iteration 19Q: 3 clusters Score -8943652 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62118 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -8943777.000000 Penalty: 5485.201660
	Iteration 20F: 3 clusters Score -8943777 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62243 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -8943865.000000 Penalty: 5485.201660
	Iteration 21Q: 3 clusters Score -8943865 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62327 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -8943910.000000 Penalty: 5485.201660
	Iteration 22Q: 3 clusters Score -8943910 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62392 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -8943949.000000 Penalty: 5485.201660
	Iteration 23Q: 3 clusters Score -8943949 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62439 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -8943969.000000 Penalty: 5485.201660
	Iteration 24Q: 3 clusters Score -8943969 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62476 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -8944006.000000 Penalty: 5485.201660
	Iteration 25Q: 3 clusters Score -8944006 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62517 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -8944028.000000 Penalty: 5485.201660
	Iteration 26Q: 3 clusters Score -8944028 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62553 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -8944038.000000 Penalty: 5485.201660
	Iteration 27Q: 3 clusters Score -8944038 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62576 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -8944060.000000 Penalty: 5485.201660
	Iteration 28Q: 3 clusters Score -8944060 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62594 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -8944074.000000 Penalty: 5485.201660
	Iteration 29Q: 3 clusters Score -8944074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62608 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -8944086.000000 Penalty: 5485.201660
	Iteration 30Q: 3 clusters Score -8944086 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62625 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -8944105.000000 Penalty: 5485.201660
	Iteration 31Q: 3 clusters Score -8944105 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62635 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -8944108.000000 Penalty: 5485.201660
	Iteration 32Q: 3 clusters Score -8944108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62647 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -8944119.000000 Penalty: 5485.201660
	Iteration 33Q: 3 clusters Score -8944119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62653 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -8944122.000000 Penalty: 5485.201660
	Iteration 34Q: 3 clusters Score -8944122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62660 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -8944131.000000 Penalty: 5485.201660
	Iteration 35Q: 3 clusters Score -8944131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62663 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -8944133.000000 Penalty: 5485.201660
	Iteration 36Q: 3 clusters Score -8944133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62665 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -8944135.000000 Penalty: 5485.201660
	Iteration 37Q: 3 clusters Score -8944135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62669 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -8944137.000000 Penalty: 5485.201660
	Iteration 38Q: 3 clusters Score -8944137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62671 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -8944143.000000 Penalty: 5485.201660
	Iteration 39Q: 3 clusters Score -8944143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62674 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -8944147.000000 Penalty: 5485.201660
	Iteration 40F: 3 clusters Score -8944147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62678 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -8944150.000000 Penalty: 5485.201660
	Iteration 41Q: 3 clusters Score -8944150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62682 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -8944147.000000 Penalty: 5485.201660
	Iteration 42Q: 3 clusters Score -8944147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62682 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -8944155.000000 Penalty: 5485.201660
	Iteration 43Q: 3 clusters Score -8944155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62680 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -8944158.000000 Penalty: 5485.201660
	Iteration 44Q: 3 clusters Score -8944158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62681 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -8944157.000000 Penalty: 5485.201660
	Iteration 45Q: 3 clusters Score -8944157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62682 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -8944156.000000 Penalty: 5485.201660
	Iteration 46Q: 3 clusters Score -8944156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62683 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -8944149.000000 Penalty: 5485.201660
	Iteration 47Q: 3 clusters Score -8944149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62682 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -8944149.000000 Penalty: 5485.201660
	Iteration 48Q: 3 clusters Score -8944149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62682 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -8944144.000000 Penalty: 5485.201660
	Iteration 49Q: 3 clusters Score -8944144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62685 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -8944144.000000 Penalty: 5485.201660
	Iteration 50Q: 3 clusters Score -8944144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62688 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8944157.000000 Penalty: 5485.201660
	Iteration 51Q: 3 clusters Score -8944157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62690 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -8944148.000000 Penalty: 5485.201660
	Iteration 52Q: 3 clusters Score -8944148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62690 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -8944150.000000 Penalty: 5485.201660
	Iteration 53Q: 3 clusters Score -8944150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62690 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -8944150.000000 Penalty: 5485.201660
	Iteration 54F: 3 clusters Score -8944150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (128816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128816 members 
Entering Unmasked Estep 
Score: -18237104.000000 Penalty: 2918.002686
	Iteration 0F: 2 clusters Score -1.82371e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64366 members 
Mstep: Class 2 contains 64450 members 
Entering Unmasked Estep 
Score: -18155380.000000 Penalty: 5836.005371
	Iteration 0F: 3 clusters Score -1.815538e+07 nChanged 61225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63873 members 
Mstep: Class 2 contains 64943 members 
Entering Unmasked Estep 
Score: -18190060.000000 Penalty: 5836.005371
	Iteration 1F: 3 clusters Score -1.819006e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63737 members 
Mstep: Class 2 contains 65079 members 
Entering Unmasked Estep 
Score: -18190930.000000 Penalty: 5836.005371
	Iteration 2Q: 3 clusters Score -1.819093e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63578 members 
Mstep: Class 2 contains 65238 members 
Entering Unmasked Estep 
Score: -18191994.000000 Penalty: 5836.005371
	Iteration 3Q: 3 clusters Score -1.819199e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63289 members 
Mstep: Class 2 contains 65527 members 
Entering Unmasked Estep 
Score: -18193304.000000 Penalty: 5836.005371
	Iteration 4Q: 3 clusters Score -1.81933e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63137 members 
Mstep: Class 2 contains 65679 members 
Entering Unmasked Estep 
Score: -18195114.000000 Penalty: 5836.005371
	Iteration 5Q: 3 clusters Score -1.819511e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63038 members 
Mstep: Class 2 contains 65778 members 
Entering Unmasked Estep 
Score: -18197132.000000 Penalty: 5836.005371
	Iteration 6Q: 3 clusters Score -1.819713e+07 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62954 members 
Mstep: Class 2 contains 65862 members 
Entering Unmasked Estep 
Score: -18199682.000000 Penalty: 5836.005371
	Iteration 7Q: 3 clusters Score -1.819968e+07 nChanged 6423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63039 members 
Mstep: Class 2 contains 65777 members 
Entering Unmasked Estep 
Score: -18202998.000000 Penalty: 5836.005371
	Iteration 8Q: 3 clusters Score -1.8203e+07 nChanged 7273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63266 members 
Mstep: Class 2 contains 65550 members 
Entering Unmasked Estep 
Score: -18207616.000000 Penalty: 5836.005371
	Iteration 9F: 3 clusters Score -1.820762e+07 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63874 members 
Mstep: Class 2 contains 64942 members 
Entering Unmasked Estep 
Score: -18212914.000000 Penalty: 5836.005371
	Iteration 10F: 3 clusters Score -1.821291e+07 nChanged 7344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64640 members 
Mstep: Class 2 contains 64176 members 
Entering Unmasked Estep 
Score: -18216966.000000 Penalty: 5836.005371
	Iteration 11F: 3 clusters Score -1.821697e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65232 members 
Mstep: Class 2 contains 63584 members 
Entering Unmasked Estep 
Score: -18218850.000000 Penalty: 5836.005371
	Iteration 12Q: 3 clusters Score -1.821885e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65723 members 
Mstep: Class 2 contains 63093 members 
Entering Unmasked Estep 
Score: -18219550.000000 Penalty: 5836.005371
	Iteration 13Q: 3 clusters Score -1.821955e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66201 members 
Mstep: Class 2 contains 62615 members 
Entering Unmasked Estep 
Score: -18219704.000000 Penalty: 5836.005371
	Iteration 14Q: 3 clusters Score -1.82197e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66707 members 
Mstep: Class 2 contains 62109 members 
Entering Unmasked Estep 
Score: -18219882.000000 Penalty: 5836.005371
	Iteration 15Q: 3 clusters Score -1.821988e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67205 members 
Mstep: Class 2 contains 61611 members 
Entering Unmasked Estep 
Score: -18220072.000000 Penalty: 5836.005371
	Iteration 16Q: 3 clusters Score -1.822007e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67781 members 
Mstep: Class 2 contains 61035 members 
Entering Unmasked Estep 
Score: -18220244.000000 Penalty: 5836.005371
	Iteration 17Q: 3 clusters Score -1.822024e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68491 members 
Mstep: Class 2 contains 60325 members 
Entering Unmasked Estep 
Score: -18220524.000000 Penalty: 5836.005371
	Iteration 18Q: 3 clusters Score -1.822052e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69346 members 
Mstep: Class 2 contains 59470 members 
Entering Unmasked Estep 
Score: -18220724.000000 Penalty: 5836.005371
	Iteration 19Q: 3 clusters Score -1.822072e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70297 members 
Mstep: Class 2 contains 58519 members 
Entering Unmasked Estep 
Score: -18220906.000000 Penalty: 5836.005371
	Iteration 20F: 3 clusters Score -1.822091e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71335 members 
Mstep: Class 2 contains 57481 members 
Entering Unmasked Estep 
Score: -18221198.000000 Penalty: 5836.005371
	Iteration 21Q: 3 clusters Score -1.82212e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72495 members 
Mstep: Class 2 contains 56321 members 
Entering Unmasked Estep 
Score: -18221552.000000 Penalty: 5836.005371
	Iteration 22Q: 3 clusters Score -1.822155e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73762 members 
Mstep: Class 2 contains 55054 members 
Entering Unmasked Estep 
Score: -18221904.000000 Penalty: 5836.005371
	Iteration 23Q: 3 clusters Score -1.82219e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75095 members 
Mstep: Class 2 contains 53721 members 
Entering Unmasked Estep 
Score: -18222310.000000 Penalty: 5836.005371
	Iteration 24Q: 3 clusters Score -1.822231e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76455 members 
Mstep: Class 2 contains 52361 members 
Entering Unmasked Estep 
Score: -18222712.000000 Penalty: 5836.005371
	Iteration 25Q: 3 clusters Score -1.822271e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77883 members 
Mstep: Class 2 contains 50933 members 
Entering Unmasked Estep 
Score: -18223198.000000 Penalty: 5836.005371
	Iteration 26Q: 3 clusters Score -1.82232e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79389 members 
Mstep: Class 2 contains 49427 members 
Entering Unmasked Estep 
Score: -18223562.000000 Penalty: 5836.005371
	Iteration 27Q: 3 clusters Score -1.822356e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80996 members 
Mstep: Class 2 contains 47820 members 
Entering Unmasked Estep 
Score: -18223996.000000 Penalty: 5836.005371
	Iteration 28Q: 3 clusters Score -1.8224e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82626 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -18224340.000000 Penalty: 5836.005371
	Iteration 29Q: 3 clusters Score -1.822434e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84350 members 
Mstep: Class 2 contains 44466 members 
Entering Unmasked Estep 
Score: -18224892.000000 Penalty: 5836.005371
	Iteration 30Q: 3 clusters Score -1.822489e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86163 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -18225346.000000 Penalty: 5836.005371
	Iteration 31Q: 3 clusters Score -1.822535e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88034 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -18225758.000000 Penalty: 5836.005371
	Iteration 32Q: 3 clusters Score -1.822576e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89911 members 
Mstep: Class 2 contains 38905 members 
Entering Unmasked Estep 
Score: -18226038.000000 Penalty: 5836.005371
	Iteration 33Q: 3 clusters Score -1.822604e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91913 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -18226422.000000 Penalty: 5836.005371
	Iteration 34Q: 3 clusters Score -1.822642e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94047 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -18226834.000000 Penalty: 5836.005371
	Iteration 35Q: 3 clusters Score -1.822683e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96272 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -18227300.000000 Penalty: 5836.005371
	Iteration 36Q: 3 clusters Score -1.82273e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98559 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -18227734.000000 Penalty: 5836.005371
	Iteration 37Q: 3 clusters Score -1.822773e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100841 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -18228304.000000 Penalty: 5836.005371
	Iteration 38Q: 3 clusters Score -1.82283e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103071 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -18228822.000000 Penalty: 5836.005371
	Iteration 39Q: 3 clusters Score -1.822882e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105269 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -18229396.000000 Penalty: 5836.005371
	Iteration 40F: 3 clusters Score -1.82294e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107577 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -18230090.000000 Penalty: 5836.005371
	Iteration 41Q: 3 clusters Score -1.823009e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109820 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -18230786.000000 Penalty: 5836.005371
	Iteration 42Q: 3 clusters Score -1.823079e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111963 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -18231340.000000 Penalty: 5836.005371
	Iteration 43Q: 3 clusters Score -1.823134e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114017 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -18231952.000000 Penalty: 5836.005371
	Iteration 44Q: 3 clusters Score -1.823195e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115958 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -18232434.000000 Penalty: 5836.005371
	Iteration 45Q: 3 clusters Score -1.823243e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117703 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -18232932.000000 Penalty: 5836.005371
	Iteration 46Q: 3 clusters Score -1.823293e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119242 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -18233442.000000 Penalty: 5836.005371
	Iteration 47Q: 3 clusters Score -1.823344e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120617 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -18233862.000000 Penalty: 5836.005371
	Iteration 48Q: 3 clusters Score -1.823386e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121815 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -18234298.000000 Penalty: 5836.005371
	Iteration 49Q: 3 clusters Score -1.82343e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122817 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -18234586.000000 Penalty: 5836.005371
	Iteration 50Q: 3 clusters Score -1.823459e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123644 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -18234904.000000 Penalty: 5836.005371
	Iteration 51Q: 3 clusters Score -1.82349e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124326 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -18235222.000000 Penalty: 5836.005371
	Iteration 52Q: 3 clusters Score -1.823522e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124857 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -18235460.000000 Penalty: 5836.005371
	Iteration 53Q: 3 clusters Score -1.823546e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125290 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -18235640.000000 Penalty: 5836.005371
	Iteration 54Q: 3 clusters Score -1.823564e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125610 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -18235694.000000 Penalty: 5836.005371
	Iteration 55Q: 3 clusters Score -1.823569e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125872 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -18235768.000000 Penalty: 5836.005371
	Iteration 56Q: 3 clusters Score -1.823577e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126082 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -18235790.000000 Penalty: 5836.005371
	Iteration 57Q: 3 clusters Score -1.823579e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126238 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -18235836.000000 Penalty: 5836.005371
	Iteration 58Q: 3 clusters Score -1.823584e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126358 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -18235870.000000 Penalty: 5836.005371
	Iteration 59Q: 3 clusters Score -1.823587e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126438 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -18235910.000000 Penalty: 5836.005371
	Iteration 60F: 3 clusters Score -1.823591e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126515 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -18235930.000000 Penalty: 5836.005371
	Iteration 61Q: 3 clusters Score -1.823593e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126569 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -18235958.000000 Penalty: 5836.005371
	Iteration 62Q: 3 clusters Score -1.823596e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126609 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -18235948.000000 Penalty: 5836.005371
	Iteration 63Q: 3 clusters Score -1.823595e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126636 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -18235958.000000 Penalty: 5836.005371
	Iteration 64Q: 3 clusters Score -1.823596e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126658 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -18235984.000000 Penalty: 5836.005371
	Iteration 65Q: 3 clusters Score -1.823598e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126680 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -18235972.000000 Penalty: 5836.005371
	Iteration 66Q: 3 clusters Score -1.823597e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126705 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -18235976.000000 Penalty: 5836.005371
	Iteration 67Q: 3 clusters Score -1.823598e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126718 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -18235982.000000 Penalty: 5836.005371
	Iteration 68Q: 3 clusters Score -1.823598e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126743 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -18235982.000000 Penalty: 5836.005371
	Iteration 69Q: 3 clusters Score -1.823598e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126766 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -18235964.000000 Penalty: 5836.005371
	Iteration 70Q: 3 clusters Score -1.823596e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126785 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -18235992.000000 Penalty: 5836.005371
	Iteration 71Q: 3 clusters Score -1.823599e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126797 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -18236018.000000 Penalty: 5836.005371
	Iteration 72Q: 3 clusters Score -1.823602e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126809 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -18236030.000000 Penalty: 5836.005371
	Iteration 73Q: 3 clusters Score -1.823603e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126820 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -18236010.000000 Penalty: 5836.005371
	Iteration 74Q: 3 clusters Score -1.823601e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126829 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -18236008.000000 Penalty: 5836.005371
	Iteration 75Q: 3 clusters Score -1.823601e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126840 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -18236014.000000 Penalty: 5836.005371
	Iteration 76Q: 3 clusters Score -1.823601e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126844 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -18236010.000000 Penalty: 5836.005371
	Iteration 77Q: 3 clusters Score -1.823601e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126849 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -18236000.000000 Penalty: 5836.005371
	Iteration 78Q: 3 clusters Score -1.8236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126852 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -18236002.000000 Penalty: 5836.005371
	Iteration 79Q: 3 clusters Score -1.8236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126859 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -18236002.000000 Penalty: 5836.005371
	Iteration 80F: 3 clusters Score -1.8236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126863 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -18236010.000000 Penalty: 5836.005371
	Iteration 81Q: 3 clusters Score -1.823601e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126867 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -18236002.000000 Penalty: 5836.005371
	Iteration 82Q: 3 clusters Score -1.8236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126870 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -18236002.000000 Penalty: 5836.005371
	Iteration 83Q: 3 clusters Score -1.8236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126872 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -18236000.000000 Penalty: 5836.005371
	Iteration 84Q: 3 clusters Score -1.8236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126873 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -18236010.000000 Penalty: 5836.005371
	Iteration 85Q: 3 clusters Score -1.823601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126876 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -18235992.000000 Penalty: 5836.005371
	Iteration 86Q: 3 clusters Score -1.823599e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126876 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -18235992.000000 Penalty: 5836.005371
	Iteration 87F: 3 clusters Score -1.823599e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Entering Unmasked Estep 
Score: -88087.414062 Penalty: 1661.476196
	Iteration 0F: 2 clusters Score -88087.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -86372.843750 Penalty: 3322.952393
	Iteration 0F: 3 clusters Score -86372.84 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -86991.390625 Penalty: 3322.952393
	Iteration 1F: 3 clusters Score -86991.39 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -87584.007812 Penalty: 3322.952393
	Iteration 2F: 3 clusters Score -87584.01 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -87957.992188 Penalty: 3322.952393
	Iteration 3F: 3 clusters Score -87957.99 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -88223.218750 Penalty: 3322.952393
	Iteration 4F: 3 clusters Score -88223.22 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -88347.421875 Penalty: 3322.952393
	Iteration 5Q: 3 clusters Score -88347.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -88450.187500 Penalty: 3322.952393
	Iteration 6Q: 3 clusters Score -88450.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -88543.210938 Penalty: 3322.952393
	Iteration 7Q: 3 clusters Score -88543.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -88674.304688 Penalty: 3322.952393
	Iteration 8Q: 3 clusters Score -88674.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -89006.960938 Penalty: 3322.952393
	Iteration 9Q: 3 clusters Score -89006.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -89136.398438 Penalty: 3322.952393
	Iteration 10Q: 3 clusters Score -89136.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -89143.523438 Penalty: 3322.952393
	Iteration 11Q: 3 clusters Score -89143.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -89148.765625 Penalty: 3322.952393
	Iteration 12Q: 3 clusters Score -89148.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -89154.125000 Penalty: 3322.952393
	Iteration 13Q: 3 clusters Score -89154.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -89164.734375 Penalty: 3322.952393
	Iteration 14Q: 3 clusters Score -89164.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -89186.562500 Penalty: 3322.952393
	Iteration 15Q: 3 clusters Score -89186.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -89195.609375 Penalty: 3322.952393
	Iteration 16Q: 3 clusters Score -89195.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -89215.703125 Penalty: 3322.952393
	Iteration 17Q: 3 clusters Score -89215.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -89221.625000 Penalty: 3322.952393
	Iteration 18Q: 3 clusters Score -89221.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -89222.867188 Penalty: 3322.952393
	Iteration 19Q: 3 clusters Score -89222.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -89222.867188 Penalty: 3322.952393
	Iteration 20F: 3 clusters Score -89222.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159090 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 8087 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63505 members 
Mstep: Class 6 contains 128816 members 
Mstep: Class 7 contains 337 members 
Mstep: Class 8 contains 2768 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2221 members 
Mstep: Class 11 contains 39692 members 
Mstep: Class 12 contains 3929 members 
Mstep: Class 13 contains 17904 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56603 members 
Mstep: Class 16 contains 176979 members 
Mstep: Class 17 contains 33898 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 81438 members 
Mstep: Class 20 contains 26378 members 
Mstep: Class 21 contains 155245 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
Score: -132699984.000000 Penalty: 81993.640625
Splitting cluster 7 changes total score from -132700464.000000 to -132699984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Entering Unmasked Estep 
Score: -369106.687500 Penalty: 1965.618408
	Iteration 0F: 2 clusters Score -369106.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -365998.062500 Penalty: 3931.236816
	Iteration 0F: 3 clusters Score -365998.1 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -366561.593750 Penalty: 3931.236816
	Iteration 1F: 3 clusters Score -366561.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -366724.625000 Penalty: 3931.236816
	Iteration 2F: 3 clusters Score -366724.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -366807.281250 Penalty: 3931.236816
	Iteration 3Q: 3 clusters Score -366807.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -366856.593750 Penalty: 3931.236816
	Iteration 4Q: 3 clusters Score -366856.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -366885.312500 Penalty: 3931.236816
	Iteration 5Q: 3 clusters Score -366885.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -366916.062500 Penalty: 3931.236816
	Iteration 6Q: 3 clusters Score -366916.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -366942.937500 Penalty: 3931.236816
	Iteration 7Q: 3 clusters Score -366942.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -366961.656250 Penalty: 3931.236816
	Iteration 8Q: 3 clusters Score -366961.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -366980.937500 Penalty: 3931.236816
	Iteration 9Q: 3 clusters Score -366980.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -366995.812500 Penalty: 3931.236816
	Iteration 10Q: 3 clusters Score -366995.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -367009.906250 Penalty: 3931.236816
	Iteration 11Q: 3 clusters Score -367009.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -367017.593750 Penalty: 3931.236816
	Iteration 12Q: 3 clusters Score -367017.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -367023.281250 Penalty: 3931.236816
	Iteration 13Q: 3 clusters Score -367023.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -367028.875000 Penalty: 3931.236816
	Iteration 14Q: 3 clusters Score -367028.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -367031.750000 Penalty: 3931.236816
	Iteration 15Q: 3 clusters Score -367031.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -367034.531250 Penalty: 3931.236816
	Iteration 16Q: 3 clusters Score -367034.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -367037.562500 Penalty: 3931.236816
	Iteration 17Q: 3 clusters Score -367037.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -367041.187500 Penalty: 3931.236816
	Iteration 18Q: 3 clusters Score -367041.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -367045.656250 Penalty: 3931.236816
	Iteration 19Q: 3 clusters Score -367045.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -367050.343750 Penalty: 3931.236816
	Iteration 20F: 3 clusters Score -367050.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -367053.937500 Penalty: 3931.236816
	Iteration 21Q: 3 clusters Score -367053.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -367055.093750 Penalty: 3931.236816
	Iteration 22Q: 3 clusters Score -367055.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -367059.500000 Penalty: 3931.236816
	Iteration 23Q: 3 clusters Score -367059.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -367063.375000 Penalty: 3931.236816
	Iteration 24Q: 3 clusters Score -367063.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -367066.468750 Penalty: 3931.236816
	Iteration 25Q: 3 clusters Score -367066.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -367068.781250 Penalty: 3931.236816
	Iteration 26Q: 3 clusters Score -367068.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -367070.375000 Penalty: 3931.236816
	Iteration 27Q: 3 clusters Score -367070.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -367071.500000 Penalty: 3931.236816
	Iteration 28Q: 3 clusters Score -367071.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -367071.500000 Penalty: 3931.236816
	Iteration 29Q: 3 clusters Score -367071.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -367071.500000 Penalty: 3931.236816
	Iteration 30F: 3 clusters Score -367071.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -58996.222656 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -58996.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -57648.699219 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -57648.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -58120.605469 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -58120.61 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -58403.632812 Penalty: 3092.267822
	Iteration 2F: 3 clusters Score -58403.63 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -58549.718750 Penalty: 3092.267822
	Iteration 3F: 3 clusters Score -58549.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -58662.777344 Penalty: 3092.267822
	Iteration 4Q: 3 clusters Score -58662.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -58754.601562 Penalty: 3092.267822
	Iteration 5Q: 3 clusters Score -58754.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -58802.496094 Penalty: 3092.267822
	Iteration 6Q: 3 clusters Score -58802.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -58853.277344 Penalty: 3092.267822
	Iteration 7Q: 3 clusters Score -58853.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -58911.253906 Penalty: 3092.267822
	Iteration 8Q: 3 clusters Score -58911.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -58950.574219 Penalty: 3092.267822
	Iteration 9Q: 3 clusters Score -58950.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -58966.914062 Penalty: 3092.267822
	Iteration 10Q: 3 clusters Score -58966.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -58980.414062 Penalty: 3092.267822
	Iteration 11Q: 3 clusters Score -58980.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -58989.570312 Penalty: 3092.267822
	Iteration 12Q: 3 clusters Score -58989.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -58999.734375 Penalty: 3092.267822
	Iteration 13Q: 3 clusters Score -58999.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -59029.078125 Penalty: 3092.267822
	Iteration 14Q: 3 clusters Score -59029.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -59042.566406 Penalty: 3092.267822
	Iteration 15Q: 3 clusters Score -59042.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -59048.910156 Penalty: 3092.267822
	Iteration 16F: 3 clusters Score -59048.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -59110.250000 Penalty: 3092.267822
	Iteration 17Q: 3 clusters Score -59110.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -59249.671875 Penalty: 3092.267822
	Iteration 18Q: 3 clusters Score -59249.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -59408.460938 Penalty: 3092.267822
	Iteration 19Q: 3 clusters Score -59408.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -59414.191406 Penalty: 3092.267822
	Iteration 20F: 3 clusters Score -59414.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159090 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 8087 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63505 members 
Mstep: Class 6 contains 128816 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2768 members 
Mstep: Class 9 contains 130 members 
Mstep: Class 10 contains 2221 members 
Mstep: Class 11 contains 39692 members 
Mstep: Class 12 contains 3929 members 
Mstep: Class 13 contains 17904 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56603 members 
Mstep: Class 16 contains 176979 members 
Mstep: Class 17 contains 33898 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 81438 members 
Mstep: Class 20 contains 26378 members 
Mstep: Class 21 contains 155245 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 380 members 
Entering Unmasked Estep 
Score: -132699152.000000 Penalty: 81993.640625
Splitting cluster 9 changes total score from -132700464.000000 to -132699152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (2221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Entering Unmasked Estep 
Score: -305926.812500 Penalty: 1911.016724
	Iteration 0F: 2 clusters Score -305926.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -303151.218750 Penalty: 3822.033447
	Iteration 0F: 3 clusters Score -303151.2 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -303604.281250 Penalty: 3822.033447
	Iteration 1F: 3 clusters Score -303604.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -303722.437500 Penalty: 3822.033447
	Iteration 2F: 3 clusters Score -303722.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -303800.031250 Penalty: 3822.033447
	Iteration 3Q: 3 clusters Score -303800 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -303842.937500 Penalty: 3822.033447
	Iteration 4Q: 3 clusters Score -303842.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -303871.093750 Penalty: 3822.033447
	Iteration 5Q: 3 clusters Score -303871.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -303899.125000 Penalty: 3822.033447
	Iteration 6Q: 3 clusters Score -303899.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -303932.562500 Penalty: 3822.033447
	Iteration 7Q: 3 clusters Score -303932.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -303966.718750 Penalty: 3822.033447
	Iteration 8Q: 3 clusters Score -303966.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -303994.031250 Penalty: 3822.033447
	Iteration 9Q: 3 clusters Score -303994 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -304023.062500 Penalty: 3822.033447
	Iteration 10Q: 3 clusters Score -304023.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -304045.375000 Penalty: 3822.033447
	Iteration 11Q: 3 clusters Score -304045.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -304058.687500 Penalty: 3822.033447
	Iteration 12Q: 3 clusters Score -304058.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -304072.500000 Penalty: 3822.033447
	Iteration 13Q: 3 clusters Score -304072.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -304081.500000 Penalty: 3822.033447
	Iteration 14Q: 3 clusters Score -304081.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -304085.750000 Penalty: 3822.033447
	Iteration 15Q: 3 clusters Score -304085.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -304086.812500 Penalty: 3822.033447
	Iteration 16Q: 3 clusters Score -304086.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -304088.375000 Penalty: 3822.033447
	Iteration 17Q: 3 clusters Score -304088.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -304088.375000 Penalty: 3822.033447
	Iteration 18F: 3 clusters Score -304088.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Entering Unmasked Estep 
Score: -5440365.500000 Penalty: 2626.048584
	Iteration 0F: 2 clusters Score -5440366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -5413435.000000 Penalty: 5252.097168
	Iteration 0F: 3 clusters Score -5413435 nChanged 18195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -5423433.500000 Penalty: 5252.097168
	Iteration 1F: 3 clusters Score -5423434 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -5423843.000000 Penalty: 5252.097168
	Iteration 2Q: 3 clusters Score -5423843 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -5424218.000000 Penalty: 5252.097168
	Iteration 3Q: 3 clusters Score -5424218 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -5424589.000000 Penalty: 5252.097168
	Iteration 4Q: 3 clusters Score -5424589 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -5424979.500000 Penalty: 5252.097168
	Iteration 5Q: 3 clusters Score -5424980 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -5425400.000000 Penalty: 5252.097168
	Iteration 6Q: 3 clusters Score -5425400 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -5425822.000000 Penalty: 5252.097168
	Iteration 7Q: 3 clusters Score -5425822 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -5426337.000000 Penalty: 5252.097168
	Iteration 8Q: 3 clusters Score -5426337 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -5426867.500000 Penalty: 5252.097168
	Iteration 9Q: 3 clusters Score -5426868 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -5427446.000000 Penalty: 5252.097168
	Iteration 10Q: 3 clusters Score -5427446 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -5428006.500000 Penalty: 5252.097168
	Iteration 11Q: 3 clusters Score -5428006 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -5428595.000000 Penalty: 5252.097168
	Iteration 12Q: 3 clusters Score -5428595 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -5429235.500000 Penalty: 5252.097168
	Iteration 13Q: 3 clusters Score -5429236 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -5430025.000000 Penalty: 5252.097168
	Iteration 14Q: 3 clusters Score -5430025 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -5430887.000000 Penalty: 5252.097168
	Iteration 15Q: 3 clusters Score -5430887 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -5431784.000000 Penalty: 5252.097168
	Iteration 16Q: 3 clusters Score -5431784 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -5432710.000000 Penalty: 5252.097168
	Iteration 17Q: 3 clusters Score -5432710 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -5433599.000000 Penalty: 5252.097168
	Iteration 18Q: 3 clusters Score -5433599 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -5434490.500000 Penalty: 5252.097168
	Iteration 19Q: 3 clusters Score -5434490 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -5435300.000000 Penalty: 5252.097168
	Iteration 20F: 3 clusters Score -5435300 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -5436109.500000 Penalty: 5252.097168
	Iteration 21Q: 3 clusters Score -5436110 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -5436877.500000 Penalty: 5252.097168
	Iteration 22Q: 3 clusters Score -5436878 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -5437373.000000 Penalty: 5252.097168
	Iteration 23Q: 3 clusters Score -5437373 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33767 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -5437713.500000 Penalty: 5252.097168
	Iteration 24Q: 3 clusters Score -5437714 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -5437953.500000 Penalty: 5252.097168
	Iteration 25Q: 3 clusters Score -5437954 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -5438137.000000 Penalty: 5252.097168
	Iteration 26Q: 3 clusters Score -5438137 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -5438259.000000 Penalty: 5252.097168
	Iteration 27Q: 3 clusters Score -5438259 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -5438373.000000 Penalty: 5252.097168
	Iteration 28Q: 3 clusters Score -5438373 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35238 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -5438454.000000 Penalty: 5252.097168
	Iteration 29Q: 3 clusters Score -5438454 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -5438529.000000 Penalty: 5252.097168
	Iteration 30Q: 3 clusters Score -5438529 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -5438548.500000 Penalty: 5252.097168
	Iteration 31Q: 3 clusters Score -5438548 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35721 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -5438578.000000 Penalty: 5252.097168
	Iteration 32Q: 3 clusters Score -5438578 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -5438616.000000 Penalty: 5252.097168
	Iteration 33Q: 3 clusters Score -5438616 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -5438620.000000 Penalty: 5252.097168
	Iteration 34Q: 3 clusters Score -5438620 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -5438649.500000 Penalty: 5252.097168
	Iteration 35Q: 3 clusters Score -5438650 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -5438658.500000 Penalty: 5252.097168
	Iteration 36Q: 3 clusters Score -5438658 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -5438675.000000 Penalty: 5252.097168
	Iteration 37Q: 3 clusters Score -5438675 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36183 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -5438687.500000 Penalty: 5252.097168
	Iteration 38Q: 3 clusters Score -5438688 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -5438687.000000 Penalty: 5252.097168
	Iteration 39Q: 3 clusters Score -5438687 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -5438688.500000 Penalty: 5252.097168
	Iteration 40F: 3 clusters Score -5438688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -5438688.500000 Penalty: 5252.097168
	Iteration 41Q: 3 clusters Score -5438688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36290 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -5438688.500000 Penalty: 5252.097168
	Iteration 42Q: 3 clusters Score -5438688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36302 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -5438684.000000 Penalty: 5252.097168
	Iteration 43Q: 3 clusters Score -5438684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -5438685.000000 Penalty: 5252.097168
	Iteration 44Q: 3 clusters Score -5438685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36319 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -5438687.000000 Penalty: 5252.097168
	Iteration 45Q: 3 clusters Score -5438687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -5438688.000000 Penalty: 5252.097168
	Iteration 46Q: 3 clusters Score -5438688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36327 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -5438687.000000 Penalty: 5252.097168
	Iteration 47Q: 3 clusters Score -5438687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -5438688.500000 Penalty: 5252.097168
	Iteration 48Q: 3 clusters Score -5438688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -5438688.500000 Penalty: 5252.097168
	Iteration 49Q: 3 clusters Score -5438688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -5438696.500000 Penalty: 5252.097168
	Iteration 50Q: 3 clusters Score -5438696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -5438699.000000 Penalty: 5252.097168
	Iteration 51Q: 3 clusters Score -5438699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -5438701.000000 Penalty: 5252.097168
	Iteration 52Q: 3 clusters Score -5438701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -5438701.500000 Penalty: 5252.097168
	Iteration 53Q: 3 clusters Score -5438702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36361 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -5438703.000000 Penalty: 5252.097168
	Iteration 54Q: 3 clusters Score -5438703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -5438704.000000 Penalty: 5252.097168
	Iteration 55Q: 3 clusters Score -5438704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36372 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -5438702.000000 Penalty: 5252.097168
	Iteration 56Q: 3 clusters Score -5438702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36372 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -5438702.500000 Penalty: 5252.097168
	Iteration 57Q: 3 clusters Score -5438702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -5438704.000000 Penalty: 5252.097168
	Iteration 58Q: 3 clusters Score -5438704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -5438701.500000 Penalty: 5252.097168
	Iteration 59Q: 3 clusters Score -5438702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -5438695.000000 Penalty: 5252.097168
	Iteration 60F: 3 clusters Score -5438695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -5438696.500000 Penalty: 5252.097168
	Iteration 61Q: 3 clusters Score -5438696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -5438695.000000 Penalty: 5252.097168
	Iteration 62Q: 3 clusters Score -5438695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -5438695.000000 Penalty: 5252.097168
	Iteration 63F: 3 clusters Score -5438695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Entering Unmasked Estep 
Score: -541767.437500 Penalty: 2052.482666
	Iteration 0F: 2 clusters Score -541767.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -537952.750000 Penalty: 4104.965332
	Iteration 0F: 3 clusters Score -537952.8 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -538800.312500 Penalty: 4104.965332
	Iteration 1F: 3 clusters Score -538800.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -538968.500000 Penalty: 4104.965332
	Iteration 2F: 3 clusters Score -538968.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -539063.625000 Penalty: 4104.965332
	Iteration 3Q: 3 clusters Score -539063.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -539133.125000 Penalty: 4104.965332
	Iteration 4Q: 3 clusters Score -539133.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -539200.125000 Penalty: 4104.965332
	Iteration 5Q: 3 clusters Score -539200.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -539257.812500 Penalty: 4104.965332
	Iteration 6Q: 3 clusters Score -539257.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -539313.125000 Penalty: 4104.965332
	Iteration 7Q: 3 clusters Score -539313.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -539362.312500 Penalty: 4104.965332
	Iteration 8Q: 3 clusters Score -539362.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -539416.000000 Penalty: 4104.965332
	Iteration 9Q: 3 clusters Score -539416 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -539470.125000 Penalty: 4104.965332
	Iteration 10Q: 3 clusters Score -539470.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -539543.062500 Penalty: 4104.965332
	Iteration 11Q: 3 clusters Score -539543.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -539634.937500 Penalty: 4104.965332
	Iteration 12Q: 3 clusters Score -539634.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -539742.937500 Penalty: 4104.965332
	Iteration 13Q: 3 clusters Score -539742.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -539854.250000 Penalty: 4104.965332
	Iteration 14Q: 3 clusters Score -539854.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -539974.250000 Penalty: 4104.965332
	Iteration 15Q: 3 clusters Score -539974.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -540124.187500 Penalty: 4104.965332
	Iteration 16Q: 3 clusters Score -540124.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -540303.062500 Penalty: 4104.965332
	Iteration 17Q: 3 clusters Score -540303.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -540443.812500 Penalty: 4104.965332
	Iteration 18Q: 3 clusters Score -540443.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -540529.500000 Penalty: 4104.965332
	Iteration 19Q: 3 clusters Score -540529.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -540644.812500 Penalty: 4104.965332
	Iteration 20F: 3 clusters Score -540644.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -540760.937500 Penalty: 4104.965332
	Iteration 21Q: 3 clusters Score -540760.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -540862.687500 Penalty: 4104.965332
	Iteration 22Q: 3 clusters Score -540862.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -540948.312500 Penalty: 4104.965332
	Iteration 23Q: 3 clusters Score -540948.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -541022.187500 Penalty: 4104.965332
	Iteration 24Q: 3 clusters Score -541022.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -541063.562500 Penalty: 4104.965332
	Iteration 25Q: 3 clusters Score -541063.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -541097.312500 Penalty: 4104.965332
	Iteration 26Q: 3 clusters Score -541097.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -541118.375000 Penalty: 4104.965332
	Iteration 27Q: 3 clusters Score -541118.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -541133.125000 Penalty: 4104.965332
	Iteration 28Q: 3 clusters Score -541133.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -541145.187500 Penalty: 4104.965332
	Iteration 29Q: 3 clusters Score -541145.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -541154.875000 Penalty: 4104.965332
	Iteration 30Q: 3 clusters Score -541154.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -541162.750000 Penalty: 4104.965332
	Iteration 31Q: 3 clusters Score -541162.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -541167.500000 Penalty: 4104.965332
	Iteration 32Q: 3 clusters Score -541167.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -541170.250000 Penalty: 4104.965332
	Iteration 33Q: 3 clusters Score -541170.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -541176.687500 Penalty: 4104.965332
	Iteration 34Q: 3 clusters Score -541176.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -541180.437500 Penalty: 4104.965332
	Iteration 35Q: 3 clusters Score -541180.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -541184.125000 Penalty: 4104.965332
	Iteration 36Q: 3 clusters Score -541184.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -541187.312500 Penalty: 4104.965332
	Iteration 37Q: 3 clusters Score -541187.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -541190.312500 Penalty: 4104.965332
	Iteration 38Q: 3 clusters Score -541190.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -541190.000000 Penalty: 4104.965332
	Iteration 39Q: 3 clusters Score -541190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -541190.000000 Penalty: 4104.965332
	Iteration 40F: 3 clusters Score -541190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Entering Unmasked Estep 
Score: -2526430.750000 Penalty: 2428.609131
	Iteration 0F: 2 clusters Score -2526431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2513751.250000 Penalty: 4857.218262
	Iteration 0F: 3 clusters Score -2513751 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -2518014.250000 Penalty: 4857.218262
	Iteration 1F: 3 clusters Score -2518014 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2518319.250000 Penalty: 4857.218262
	Iteration 2F: 3 clusters Score -2518319 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2518536.750000 Penalty: 4857.218262
	Iteration 3Q: 3 clusters Score -2518537 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -2518712.500000 Penalty: 4857.218262
	Iteration 4Q: 3 clusters Score -2518712 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -2518880.000000 Penalty: 4857.218262
	Iteration 5Q: 3 clusters Score -2518880 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -2519023.000000 Penalty: 4857.218262
	Iteration 6Q: 3 clusters Score -2519023 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -2519195.750000 Penalty: 4857.218262
	Iteration 7Q: 3 clusters Score -2519196 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -2519345.000000 Penalty: 4857.218262
	Iteration 8Q: 3 clusters Score -2519345 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -2519519.500000 Penalty: 4857.218262
	Iteration 9Q: 3 clusters Score -2519520 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -2519703.500000 Penalty: 4857.218262
	Iteration 10Q: 3 clusters Score -2519704 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -2519904.750000 Penalty: 4857.218262
	Iteration 11Q: 3 clusters Score -2519905 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -2520126.500000 Penalty: 4857.218262
	Iteration 12Q: 3 clusters Score -2520126 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -2520417.500000 Penalty: 4857.218262
	Iteration 13Q: 3 clusters Score -2520418 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -2520750.500000 Penalty: 4857.218262
	Iteration 14Q: 3 clusters Score -2520750 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -2521134.000000 Penalty: 4857.218262
	Iteration 15Q: 3 clusters Score -2521134 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -2521530.250000 Penalty: 4857.218262
	Iteration 16Q: 3 clusters Score -2521530 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2521888.000000 Penalty: 4857.218262
	Iteration 17Q: 3 clusters Score -2521888 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2522158.750000 Penalty: 4857.218262
	Iteration 18Q: 3 clusters Score -2522159 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -2522371.000000 Penalty: 4857.218262
	Iteration 19Q: 3 clusters Score -2522371 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -2522522.750000 Penalty: 4857.218262
	Iteration 20F: 3 clusters Score -2522523 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -2522669.000000 Penalty: 4857.218262
	Iteration 21Q: 3 clusters Score -2522669 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2522786.500000 Penalty: 4857.218262
	Iteration 22Q: 3 clusters Score -2522786 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -2522908.000000 Penalty: 4857.218262
	Iteration 23Q: 3 clusters Score -2522908 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2523020.250000 Penalty: 4857.218262
	Iteration 24Q: 3 clusters Score -2523020 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2523143.500000 Penalty: 4857.218262
	Iteration 25Q: 3 clusters Score -2523144 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2523276.500000 Penalty: 4857.218262
	Iteration 26Q: 3 clusters Score -2523276 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2523392.250000 Penalty: 4857.218262
	Iteration 27Q: 3 clusters Score -2523392 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2523476.750000 Penalty: 4857.218262
	Iteration 28Q: 3 clusters Score -2523477 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2523554.000000 Penalty: 4857.218262
	Iteration 29Q: 3 clusters Score -2523554 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2523628.500000 Penalty: 4857.218262
	Iteration 30Q: 3 clusters Score -2523628 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2523719.250000 Penalty: 4857.218262
	Iteration 31Q: 3 clusters Score -2523719 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2523780.500000 Penalty: 4857.218262
	Iteration 32Q: 3 clusters Score -2523780 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2523839.750000 Penalty: 4857.218262
	Iteration 33Q: 3 clusters Score -2523840 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2523879.250000 Penalty: 4857.218262
	Iteration 34Q: 3 clusters Score -2523879 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2523917.500000 Penalty: 4857.218262
	Iteration 35Q: 3 clusters Score -2523918 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2523952.500000 Penalty: 4857.218262
	Iteration 36Q: 3 clusters Score -2523952 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2523987.250000 Penalty: 4857.218262
	Iteration 37Q: 3 clusters Score -2523987 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2524033.500000 Penalty: 4857.218262
	Iteration 38Q: 3 clusters Score -2524034 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2524067.250000 Penalty: 4857.218262
	Iteration 39Q: 3 clusters Score -2524067 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2524105.000000 Penalty: 4857.218262
	Iteration 40F: 3 clusters Score -2524105 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2524142.750000 Penalty: 4857.218262
	Iteration 41Q: 3 clusters Score -2524143 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2524157.250000 Penalty: 4857.218262
	Iteration 42Q: 3 clusters Score -2524157 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2524176.750000 Penalty: 4857.218262
	Iteration 43Q: 3 clusters Score -2524177 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2524196.500000 Penalty: 4857.218262
	Iteration 44Q: 3 clusters Score -2524196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2524208.250000 Penalty: 4857.218262
	Iteration 45Q: 3 clusters Score -2524208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2524218.750000 Penalty: 4857.218262
	Iteration 46Q: 3 clusters Score -2524219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2524228.750000 Penalty: 4857.218262
	Iteration 47Q: 3 clusters Score -2524229 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2524238.750000 Penalty: 4857.218262
	Iteration 48Q: 3 clusters Score -2524239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2524241.500000 Penalty: 4857.218262
	Iteration 49Q: 3 clusters Score -2524242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2524243.000000 Penalty: 4857.218262
	Iteration 50Q: 3 clusters Score -2524243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2524254.750000 Penalty: 4857.218262
	Iteration 51Q: 3 clusters Score -2524255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2524261.750000 Penalty: 4857.218262
	Iteration 52Q: 3 clusters Score -2524262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2524268.000000 Penalty: 4857.218262
	Iteration 53Q: 3 clusters Score -2524268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2524273.000000 Penalty: 4857.218262
	Iteration 54Q: 3 clusters Score -2524273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2524279.750000 Penalty: 4857.218262
	Iteration 55Q: 3 clusters Score -2524280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2524282.500000 Penalty: 4857.218262
	Iteration 56Q: 3 clusters Score -2524282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2524291.750000 Penalty: 4857.218262
	Iteration 57Q: 3 clusters Score -2524292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2524293.750000 Penalty: 4857.218262
	Iteration 58Q: 3 clusters Score -2524294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2524300.750000 Penalty: 4857.218262
	Iteration 59Q: 3 clusters Score -2524301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2524300.250000 Penalty: 4857.218262
	Iteration 60F: 3 clusters Score -2524300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2524305.500000 Penalty: 4857.218262
	Iteration 61Q: 3 clusters Score -2524306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2524314.250000 Penalty: 4857.218262
	Iteration 62Q: 3 clusters Score -2524314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2524315.000000 Penalty: 4857.218262
	Iteration 63Q: 3 clusters Score -2524315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2524319.500000 Penalty: 4857.218262
	Iteration 64Q: 3 clusters Score -2524320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2524321.500000 Penalty: 4857.218262
	Iteration 65Q: 3 clusters Score -2524322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2524322.500000 Penalty: 4857.218262
	Iteration 66Q: 3 clusters Score -2524322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2524322.500000 Penalty: 4857.218262
	Iteration 67Q: 3 clusters Score -2524322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2524323.000000 Penalty: 4857.218262
	Iteration 68Q: 3 clusters Score -2524323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2524323.000000 Penalty: 4857.218262
	Iteration 69Q: 3 clusters Score -2524323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2524322.500000 Penalty: 4857.218262
	Iteration 70Q: 3 clusters Score -2524322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2524326.500000 Penalty: 4857.218262
	Iteration 71Q: 3 clusters Score -2524326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2524329.250000 Penalty: 4857.218262
	Iteration 72Q: 3 clusters Score -2524329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2524332.000000 Penalty: 4857.218262
	Iteration 73Q: 3 clusters Score -2524332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2524333.750000 Penalty: 4857.218262
	Iteration 74Q: 3 clusters Score -2524334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2524331.250000 Penalty: 4857.218262
	Iteration 75Q: 3 clusters Score -2524331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2524334.250000 Penalty: 4857.218262
	Iteration 76Q: 3 clusters Score -2524334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2524332.750000 Penalty: 4857.218262
	Iteration 77Q: 3 clusters Score -2524333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2524332.750000 Penalty: 4857.218262
	Iteration 78F: 3 clusters Score -2524333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Entering Unmasked Estep 
Score: -79829.023438 Penalty: 1580.159790
	Iteration 0F: 2 clusters Score -79829.02 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 298 members 
Entering Unmasked Estep 
Score: -78208.562500 Penalty: 3160.319580
	Iteration 0F: 3 clusters Score -78208.56 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -78394.085938 Penalty: 3160.319580
	Iteration 1F: 3 clusters Score -78394.09 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -78468.187500 Penalty: 3160.319580
	Iteration 2F: 3 clusters Score -78468.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -78490.578125 Penalty: 3160.319580
	Iteration 3Q: 3 clusters Score -78490.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -78508.734375 Penalty: 3160.319580
	Iteration 4Q: 3 clusters Score -78508.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -78518.015625 Penalty: 3160.319580
	Iteration 5Q: 3 clusters Score -78518.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -78534.296875 Penalty: 3160.319580
	Iteration 6Q: 3 clusters Score -78534.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -78553.960938 Penalty: 3160.319580
	Iteration 7Q: 3 clusters Score -78553.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -78578.171875 Penalty: 3160.319580
	Iteration 8Q: 3 clusters Score -78578.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -78588.640625 Penalty: 3160.319580
	Iteration 9Q: 3 clusters Score -78588.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -78591.804688 Penalty: 3160.319580
	Iteration 10Q: 3 clusters Score -78591.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -78595.156250 Penalty: 3160.319580
	Iteration 11Q: 3 clusters Score -78595.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -78595.156250 Penalty: 3160.319580
	Iteration 12F: 3 clusters Score -78595.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (56603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56603 members 
Entering Unmasked Estep 
Score: -7988441.000000 Penalty: 2714.066650
	Iteration 0F: 2 clusters Score -7988441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -7950173.500000 Penalty: 5428.133301
	Iteration 0F: 3 clusters Score -7950174 nChanged 26440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -7965508.500000 Penalty: 5428.133301
	Iteration 1F: 3 clusters Score -7965508 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -7966745.000000 Penalty: 5428.133301
	Iteration 2F: 3 clusters Score -7966745 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -7968357.000000 Penalty: 5428.133301
	Iteration 3F: 3 clusters Score -7968357 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -7970407.500000 Penalty: 5428.133301
	Iteration 4F: 3 clusters Score -7970408 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -7972964.500000 Penalty: 5428.133301
	Iteration 5F: 3 clusters Score -7972964 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -7975892.000000 Penalty: 5428.133301
	Iteration 6F: 3 clusters Score -7975892 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -7978598.500000 Penalty: 5428.133301
	Iteration 7F: 3 clusters Score -7978598 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -7980314.000000 Penalty: 5428.133301
	Iteration 8F: 3 clusters Score -7980314 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -7981144.500000 Penalty: 5428.133301
	Iteration 9Q: 3 clusters Score -7981144 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -7981556.500000 Penalty: 5428.133301
	Iteration 10Q: 3 clusters Score -7981556 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -7981822.500000 Penalty: 5428.133301
	Iteration 11Q: 3 clusters Score -7981822 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -7982071.000000 Penalty: 5428.133301
	Iteration 12Q: 3 clusters Score -7982071 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -7982317.500000 Penalty: 5428.133301
	Iteration 13Q: 3 clusters Score -7982318 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -7982511.000000 Penalty: 5428.133301
	Iteration 14Q: 3 clusters Score -7982511 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -7982792.500000 Penalty: 5428.133301
	Iteration 15Q: 3 clusters Score -7982792 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -7983065.500000 Penalty: 5428.133301
	Iteration 16Q: 3 clusters Score -7983066 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -7983391.000000 Penalty: 5428.133301
	Iteration 17Q: 3 clusters Score -7983391 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -7983823.000000 Penalty: 5428.133301
	Iteration 18Q: 3 clusters Score -7983823 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -7984316.500000 Penalty: 5428.133301
	Iteration 19Q: 3 clusters Score -7984316 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -7984791.000000 Penalty: 5428.133301
	Iteration 20F: 3 clusters Score -7984791 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -7985203.000000 Penalty: 5428.133301
	Iteration 21Q: 3 clusters Score -7985203 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -7985509.500000 Penalty: 5428.133301
	Iteration 22Q: 3 clusters Score -7985510 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -7985762.000000 Penalty: 5428.133301
	Iteration 23Q: 3 clusters Score -7985762 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 32822 members 
Entering Unmasked Estep 
Score: -7985860.000000 Penalty: 5428.133301
	Iteration 24Q: 3 clusters Score -7985860 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -7985977.000000 Penalty: 5428.133301
	Iteration 25Q: 3 clusters Score -7985977 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -7986056.000000 Penalty: 5428.133301
	Iteration 26Q: 3 clusters Score -7986056 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -7986083.000000 Penalty: 5428.133301
	Iteration 27Q: 3 clusters Score -7986083 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -7986134.000000 Penalty: 5428.133301
	Iteration 28Q: 3 clusters Score -7986134 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -7986169.000000 Penalty: 5428.133301
	Iteration 29Q: 3 clusters Score -7986169 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -7986225.000000 Penalty: 5428.133301
	Iteration 30Q: 3 clusters Score -7986225 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -7986266.500000 Penalty: 5428.133301
	Iteration 31Q: 3 clusters Score -7986266 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -7986301.500000 Penalty: 5428.133301
	Iteration 32Q: 3 clusters Score -7986302 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -7986337.000000 Penalty: 5428.133301
	Iteration 33Q: 3 clusters Score -7986337 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -7986359.500000 Penalty: 5428.133301
	Iteration 34Q: 3 clusters Score -7986360 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -7986364.000000 Penalty: 5428.133301
	Iteration 35Q: 3 clusters Score -7986364 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -7986371.500000 Penalty: 5428.133301
	Iteration 36Q: 3 clusters Score -7986372 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -7986402.000000 Penalty: 5428.133301
	Iteration 37Q: 3 clusters Score -7986402 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -7986424.500000 Penalty: 5428.133301
	Iteration 38Q: 3 clusters Score -7986424 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -7986432.500000 Penalty: 5428.133301
	Iteration 39Q: 3 clusters Score -7986432 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 36407 members 
Entering Unmasked Estep 
Score: -7986441.000000 Penalty: 5428.133301
	Iteration 40F: 3 clusters Score -7986441 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 36497 members 
Entering Unmasked Estep 
Score: -7986442.000000 Penalty: 5428.133301
	Iteration 41Q: 3 clusters Score -7986442 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 36569 members 
Entering Unmasked Estep 
Score: -7986451.000000 Penalty: 5428.133301
	Iteration 42Q: 3 clusters Score -7986451 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
Score: -7986446.000000 Penalty: 5428.133301
	Iteration 43Q: 3 clusters Score -7986446 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -7986439.000000 Penalty: 5428.133301
	Iteration 44Q: 3 clusters Score -7986439 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -7986450.000000 Penalty: 5428.133301
	Iteration 45Q: 3 clusters Score -7986450 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 36829 members 
Entering Unmasked Estep 
Score: -7986441.500000 Penalty: 5428.133301
	Iteration 46Q: 3 clusters Score -7986442 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 36885 members 
Entering Unmasked Estep 
Score: -7986453.000000 Penalty: 5428.133301
	Iteration 47Q: 3 clusters Score -7986453 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -7986455.500000 Penalty: 5428.133301
	Iteration 48Q: 3 clusters Score -7986456 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -7986455.000000 Penalty: 5428.133301
	Iteration 49Q: 3 clusters Score -7986455 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -7986454.000000 Penalty: 5428.133301
	Iteration 50Q: 3 clusters Score -7986454 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 37065 members 
Entering Unmasked Estep 
Score: -7986452.000000 Penalty: 5428.133301
	Iteration 51Q: 3 clusters Score -7986452 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 37102 members 
Entering Unmasked Estep 
Score: -7986458.500000 Penalty: 5428.133301
	Iteration 52Q: 3 clusters Score -7986458 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 37136 members 
Entering Unmasked Estep 
Score: -7986468.500000 Penalty: 5428.133301
	Iteration 53Q: 3 clusters Score -7986468 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -7986477.500000 Penalty: 5428.133301
	Iteration 54Q: 3 clusters Score -7986478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -7986455.000000 Penalty: 5428.133301
	Iteration 55Q: 3 clusters Score -7986455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -7986453.000000 Penalty: 5428.133301
	Iteration 56Q: 3 clusters Score -7986453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -7986450.500000 Penalty: 5428.133301
	Iteration 57Q: 3 clusters Score -7986450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -7986450.500000 Penalty: 5428.133301
	Iteration 58Q: 3 clusters Score -7986450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -7986441.500000 Penalty: 5428.133301
	Iteration 59Q: 3 clusters Score -7986442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -7986434.000000 Penalty: 5428.133301
	Iteration 60F: 3 clusters Score -7986434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -7986437.500000 Penalty: 5428.133301
	Iteration 61Q: 3 clusters Score -7986438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 37249 members 
Entering Unmasked Estep 
Score: -7986443.500000 Penalty: 5428.133301
	Iteration 62Q: 3 clusters Score -7986444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 37258 members 
Entering Unmasked Estep 
Score: -7986443.000000 Penalty: 5428.133301
	Iteration 63Q: 3 clusters Score -7986443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -7986442.500000 Penalty: 5428.133301
	Iteration 64Q: 3 clusters Score -7986442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -7986447.000000 Penalty: 5428.133301
	Iteration 65Q: 3 clusters Score -7986447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -7986447.000000 Penalty: 5428.133301
	Iteration 66Q: 3 clusters Score -7986447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -7986448.000000 Penalty: 5428.133301
	Iteration 67Q: 3 clusters Score -7986448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -7986447.500000 Penalty: 5428.133301
	Iteration 68Q: 3 clusters Score -7986448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 37289 members 
Entering Unmasked Estep 
Score: -7986448.500000 Penalty: 5428.133301
	Iteration 69Q: 3 clusters Score -7986448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -7986432.000000 Penalty: 5428.133301
	Iteration 70Q: 3 clusters Score -7986432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -7986446.000000 Penalty: 5428.133301
	Iteration 71Q: 3 clusters Score -7986446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 37334 members 
Entering Unmasked Estep 
Score: -7986449.000000 Penalty: 5428.133301
	Iteration 72Q: 3 clusters Score -7986449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -7986441.000000 Penalty: 5428.133301
	Iteration 73Q: 3 clusters Score -7986441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 37352 members 
Entering Unmasked Estep 
Score: -7986451.000000 Penalty: 5428.133301
	Iteration 74Q: 3 clusters Score -7986451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -7986458.500000 Penalty: 5428.133301
	Iteration 75Q: 3 clusters Score -7986458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
Score: -7986455.000000 Penalty: 5428.133301
	Iteration 76Q: 3 clusters Score -7986455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -7986454.000000 Penalty: 5428.133301
	Iteration 77Q: 3 clusters Score -7986454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -7986448.500000 Penalty: 5428.133301
	Iteration 78Q: 3 clusters Score -7986448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -7986452.000000 Penalty: 5428.133301
	Iteration 79Q: 3 clusters Score -7986452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -7986459.500000 Penalty: 5428.133301
	Iteration 80F: 3 clusters Score -7986460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 37388 members 
Entering Unmasked Estep 
Score: -7986464.500000 Penalty: 5428.133301
	Iteration 81Q: 3 clusters Score -7986464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
Score: -7986464.000000 Penalty: 5428.133301
	Iteration 82Q: 3 clusters Score -7986464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 37394 members 
Entering Unmasked Estep 
Score: -7986461.500000 Penalty: 5428.133301
	Iteration 83Q: 3 clusters Score -7986462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 37404 members 
Entering Unmasked Estep 
Score: -7986456.500000 Penalty: 5428.133301
	Iteration 84Q: 3 clusters Score -7986456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -7986458.500000 Penalty: 5428.133301
	Iteration 85Q: 3 clusters Score -7986458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -7986465.500000 Penalty: 5428.133301
	Iteration 86Q: 3 clusters Score -7986466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 37420 members 
Entering Unmasked Estep 
Score: -7986467.500000 Penalty: 5428.133301
	Iteration 87Q: 3 clusters Score -7986468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -7986463.500000 Penalty: 5428.133301
	Iteration 88Q: 3 clusters Score -7986464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -7986465.000000 Penalty: 5428.133301
	Iteration 89Q: 3 clusters Score -7986465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -7986465.000000 Penalty: 5428.133301
	Iteration 90F: 3 clusters Score -7986465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (176979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176979 members 
Entering Unmasked Estep 
Score: -24925988.000000 Penalty: 2996.778809
	Iteration 0F: 2 clusters Score -2.492599e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88580 members 
Mstep: Class 2 contains 88399 members 
Entering Unmasked Estep 
Score: -24817932.000000 Penalty: 5993.557617
	Iteration 0F: 3 clusters Score -2.481793e+07 nChanged 85081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89879 members 
Mstep: Class 2 contains 87100 members 
Entering Unmasked Estep 
Score: -24867220.000000 Penalty: 5993.557617
	Iteration 1F: 3 clusters Score -2.486722e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90849 members 
Mstep: Class 2 contains 86130 members 
Entering Unmasked Estep 
Score: -24868086.000000 Penalty: 5993.557617
	Iteration 2Q: 3 clusters Score -2.486809e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92272 members 
Mstep: Class 2 contains 84707 members 
Entering Unmasked Estep 
Score: -24869046.000000 Penalty: 5993.557617
	Iteration 3Q: 3 clusters Score -2.486905e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94394 members 
Mstep: Class 2 contains 82585 members 
Entering Unmasked Estep 
Score: -24870498.000000 Penalty: 5993.557617
	Iteration 4Q: 3 clusters Score -2.48705e+07 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97390 members 
Mstep: Class 2 contains 79589 members 
Entering Unmasked Estep 
Score: -24872358.000000 Penalty: 5993.557617
	Iteration 5Q: 3 clusters Score -2.487236e+07 nChanged 7520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101502 members 
Mstep: Class 2 contains 75477 members 
Entering Unmasked Estep 
Score: -24875422.000000 Penalty: 5993.557617
	Iteration 6Q: 3 clusters Score -2.487542e+07 nChanged 9174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106622 members 
Mstep: Class 2 contains 70357 members 
Entering Unmasked Estep 
Score: -24880196.000000 Penalty: 5993.557617
	Iteration 7F: 3 clusters Score -2.48802e+07 nChanged 10220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111830 members 
Mstep: Class 2 contains 65149 members 
Entering Unmasked Estep 
Score: -24886112.000000 Penalty: 5993.557617
	Iteration 8F: 3 clusters Score -2.488611e+07 nChanged 10980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115966 members 
Mstep: Class 2 contains 61013 members 
Entering Unmasked Estep 
Score: -24892858.000000 Penalty: 5993.557617
	Iteration 9F: 3 clusters Score -2.489286e+07 nChanged 10465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117733 members 
Mstep: Class 2 contains 59246 members 
Entering Unmasked Estep 
Score: -24898994.000000 Penalty: 5993.557617
	Iteration 10F: 3 clusters Score -2.489899e+07 nChanged 8543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117792 members 
Mstep: Class 2 contains 59187 members 
Entering Unmasked Estep 
Score: -24902492.000000 Penalty: 5993.557617
	Iteration 11Q: 3 clusters Score -2.490249e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117170 members 
Mstep: Class 2 contains 59809 members 
Entering Unmasked Estep 
Score: -24903664.000000 Penalty: 5993.557617
	Iteration 12Q: 3 clusters Score -2.490366e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116294 members 
Mstep: Class 2 contains 60685 members 
Entering Unmasked Estep 
Score: -24904048.000000 Penalty: 5993.557617
	Iteration 13Q: 3 clusters Score -2.490405e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115382 members 
Mstep: Class 2 contains 61597 members 
Entering Unmasked Estep 
Score: -24904206.000000 Penalty: 5993.557617
	Iteration 14Q: 3 clusters Score -2.490421e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114396 members 
Mstep: Class 2 contains 62583 members 
Entering Unmasked Estep 
Score: -24904318.000000 Penalty: 5993.557617
	Iteration 15Q: 3 clusters Score -2.490432e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113347 members 
Mstep: Class 2 contains 63632 members 
Entering Unmasked Estep 
Score: -24904346.000000 Penalty: 5993.557617
	Iteration 16Q: 3 clusters Score -2.490435e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112216 members 
Mstep: Class 2 contains 64763 members 
Entering Unmasked Estep 
Score: -24904460.000000 Penalty: 5993.557617
	Iteration 17Q: 3 clusters Score -2.490446e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110992 members 
Mstep: Class 2 contains 65987 members 
Entering Unmasked Estep 
Score: -24904702.000000 Penalty: 5993.557617
	Iteration 18Q: 3 clusters Score -2.49047e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109848 members 
Mstep: Class 2 contains 67131 members 
Entering Unmasked Estep 
Score: -24904884.000000 Penalty: 5993.557617
	Iteration 19Q: 3 clusters Score -2.490488e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108684 members 
Mstep: Class 2 contains 68295 members 
Entering Unmasked Estep 
Score: -24905056.000000 Penalty: 5993.557617
	Iteration 20F: 3 clusters Score -2.490506e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107533 members 
Mstep: Class 2 contains 69446 members 
Entering Unmasked Estep 
Score: -24905192.000000 Penalty: 5993.557617
	Iteration 21Q: 3 clusters Score -2.490519e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106353 members 
Mstep: Class 2 contains 70626 members 
Entering Unmasked Estep 
Score: -24905338.000000 Penalty: 5993.557617
	Iteration 22Q: 3 clusters Score -2.490534e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105184 members 
Mstep: Class 2 contains 71795 members 
Entering Unmasked Estep 
Score: -24905376.000000 Penalty: 5993.557617
	Iteration 23Q: 3 clusters Score -2.490538e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103929 members 
Mstep: Class 2 contains 73050 members 
Entering Unmasked Estep 
Score: -24905602.000000 Penalty: 5993.557617
	Iteration 24Q: 3 clusters Score -2.49056e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102709 members 
Mstep: Class 2 contains 74270 members 
Entering Unmasked Estep 
Score: -24905746.000000 Penalty: 5993.557617
	Iteration 25Q: 3 clusters Score -2.490575e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101461 members 
Mstep: Class 2 contains 75518 members 
Entering Unmasked Estep 
Score: -24905934.000000 Penalty: 5993.557617
	Iteration 26Q: 3 clusters Score -2.490593e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100308 members 
Mstep: Class 2 contains 76671 members 
Entering Unmasked Estep 
Score: -24905968.000000 Penalty: 5993.557617
	Iteration 27Q: 3 clusters Score -2.490597e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99129 members 
Mstep: Class 2 contains 77850 members 
Entering Unmasked Estep 
Score: -24906360.000000 Penalty: 5993.557617
	Iteration 28Q: 3 clusters Score -2.490636e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97925 members 
Mstep: Class 2 contains 79054 members 
Entering Unmasked Estep 
Score: -24906414.000000 Penalty: 5993.557617
	Iteration 29Q: 3 clusters Score -2.490641e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96605 members 
Mstep: Class 2 contains 80374 members 
Entering Unmasked Estep 
Score: -24906670.000000 Penalty: 5993.557617
	Iteration 30Q: 3 clusters Score -2.490667e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95279 members 
Mstep: Class 2 contains 81700 members 
Entering Unmasked Estep 
Score: -24906920.000000 Penalty: 5993.557617
	Iteration 31Q: 3 clusters Score -2.490692e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93899 members 
Mstep: Class 2 contains 83080 members 
Entering Unmasked Estep 
Score: -24907240.000000 Penalty: 5993.557617
	Iteration 32Q: 3 clusters Score -2.490724e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92460 members 
Mstep: Class 2 contains 84519 members 
Entering Unmasked Estep 
Score: -24907362.000000 Penalty: 5993.557617
	Iteration 33Q: 3 clusters Score -2.490736e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90961 members 
Mstep: Class 2 contains 86018 members 
Entering Unmasked Estep 
Score: -24907610.000000 Penalty: 5993.557617
	Iteration 34Q: 3 clusters Score -2.490761e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89432 members 
Mstep: Class 2 contains 87547 members 
Entering Unmasked Estep 
Score: -24907874.000000 Penalty: 5993.557617
	Iteration 35Q: 3 clusters Score -2.490787e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87768 members 
Mstep: Class 2 contains 89211 members 
Entering Unmasked Estep 
Score: -24908136.000000 Penalty: 5993.557617
	Iteration 36Q: 3 clusters Score -2.490814e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86023 members 
Mstep: Class 2 contains 90956 members 
Entering Unmasked Estep 
Score: -24908484.000000 Penalty: 5993.557617
	Iteration 37Q: 3 clusters Score -2.490848e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84115 members 
Mstep: Class 2 contains 92864 members 
Entering Unmasked Estep 
Score: -24908714.000000 Penalty: 5993.557617
	Iteration 38Q: 3 clusters Score -2.490871e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82059 members 
Mstep: Class 2 contains 94920 members 
Entering Unmasked Estep 
Score: -24909056.000000 Penalty: 5993.557617
	Iteration 39Q: 3 clusters Score -2.490906e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79899 members 
Mstep: Class 2 contains 97080 members 
Entering Unmasked Estep 
Score: -24909454.000000 Penalty: 5993.557617
	Iteration 40F: 3 clusters Score -2.490945e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77432 members 
Mstep: Class 2 contains 99547 members 
Entering Unmasked Estep 
Score: -24910094.000000 Penalty: 5993.557617
	Iteration 41Q: 3 clusters Score -2.491009e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74998 members 
Mstep: Class 2 contains 101981 members 
Entering Unmasked Estep 
Score: -24910698.000000 Penalty: 5993.557617
	Iteration 42Q: 3 clusters Score -2.49107e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72517 members 
Mstep: Class 2 contains 104462 members 
Entering Unmasked Estep 
Score: -24911416.000000 Penalty: 5993.557617
	Iteration 43Q: 3 clusters Score -2.491142e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69962 members 
Mstep: Class 2 contains 107017 members 
Entering Unmasked Estep 
Score: -24912092.000000 Penalty: 5993.557617
	Iteration 44Q: 3 clusters Score -2.491209e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67514 members 
Mstep: Class 2 contains 109465 members 
Entering Unmasked Estep 
Score: -24912802.000000 Penalty: 5993.557617
	Iteration 45Q: 3 clusters Score -2.49128e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65131 members 
Mstep: Class 2 contains 111848 members 
Entering Unmasked Estep 
Score: -24913408.000000 Penalty: 5993.557617
	Iteration 46Q: 3 clusters Score -2.491341e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62994 members 
Mstep: Class 2 contains 113985 members 
Entering Unmasked Estep 
Score: -24914020.000000 Penalty: 5993.557617
	Iteration 47Q: 3 clusters Score -2.491402e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61101 members 
Mstep: Class 2 contains 115878 members 
Entering Unmasked Estep 
Score: -24914378.000000 Penalty: 5993.557617
	Iteration 48Q: 3 clusters Score -2.491438e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59441 members 
Mstep: Class 2 contains 117538 members 
Entering Unmasked Estep 
Score: -24914556.000000 Penalty: 5993.557617
	Iteration 49Q: 3 clusters Score -2.491456e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57927 members 
Mstep: Class 2 contains 119052 members 
Entering Unmasked Estep 
Score: -24914664.000000 Penalty: 5993.557617
	Iteration 50Q: 3 clusters Score -2.491466e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56556 members 
Mstep: Class 2 contains 120423 members 
Entering Unmasked Estep 
Score: -24914744.000000 Penalty: 5993.557617
	Iteration 51Q: 3 clusters Score -2.491474e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55379 members 
Mstep: Class 2 contains 121600 members 
Entering Unmasked Estep 
Score: -24914752.000000 Penalty: 5993.557617
	Iteration 52Q: 3 clusters Score -2.491475e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54343 members 
Mstep: Class 2 contains 122636 members 
Entering Unmasked Estep 
Score: -24914820.000000 Penalty: 5993.557617
	Iteration 53Q: 3 clusters Score -2.491482e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53344 members 
Mstep: Class 2 contains 123635 members 
Entering Unmasked Estep 
Score: -24914904.000000 Penalty: 5993.557617
	Iteration 54Q: 3 clusters Score -2.49149e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52415 members 
Mstep: Class 2 contains 124564 members 
Entering Unmasked Estep 
Score: -24914958.000000 Penalty: 5993.557617
	Iteration 55Q: 3 clusters Score -2.491496e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51535 members 
Mstep: Class 2 contains 125444 members 
Entering Unmasked Estep 
Score: -24914924.000000 Penalty: 5993.557617
	Iteration 56Q: 3 clusters Score -2.491492e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50704 members 
Mstep: Class 2 contains 126275 members 
Entering Unmasked Estep 
Score: -24914932.000000 Penalty: 5993.557617
	Iteration 57Q: 3 clusters Score -2.491493e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49898 members 
Mstep: Class 2 contains 127081 members 
Entering Unmasked Estep 
Score: -24914886.000000 Penalty: 5993.557617
	Iteration 58Q: 3 clusters Score -2.491489e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49119 members 
Mstep: Class 2 contains 127860 members 
Entering Unmasked Estep 
Score: -24914936.000000 Penalty: 5993.557617
	Iteration 59Q: 3 clusters Score -2.491494e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48318 members 
Mstep: Class 2 contains 128661 members 
Entering Unmasked Estep 
Score: -24915110.000000 Penalty: 5993.557617
	Iteration 60F: 3 clusters Score -2.491511e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47338 members 
Mstep: Class 2 contains 129641 members 
Entering Unmasked Estep 
Score: -24915200.000000 Penalty: 5993.557617
	Iteration 61Q: 3 clusters Score -2.49152e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46452 members 
Mstep: Class 2 contains 130527 members 
Entering Unmasked Estep 
Score: -24915062.000000 Penalty: 5993.557617
	Iteration 62Q: 3 clusters Score -2.491506e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45675 members 
Mstep: Class 2 contains 131304 members 
Entering Unmasked Estep 
Score: -24915002.000000 Penalty: 5993.557617
	Iteration 63Q: 3 clusters Score -2.4915e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44903 members 
Mstep: Class 2 contains 132076 members 
Entering Unmasked Estep 
Score: -24914978.000000 Penalty: 5993.557617
	Iteration 64Q: 3 clusters Score -2.491498e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 132805 members 
Entering Unmasked Estep 
Score: -24915036.000000 Penalty: 5993.557617
	Iteration 65Q: 3 clusters Score -2.491504e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 133575 members 
Entering Unmasked Estep 
Score: -24915070.000000 Penalty: 5993.557617
	Iteration 66Q: 3 clusters Score -2.491507e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 134321 members 
Entering Unmasked Estep 
Score: -24915052.000000 Penalty: 5993.557617
	Iteration 67Q: 3 clusters Score -2.491505e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 135076 members 
Entering Unmasked Estep 
Score: -24914992.000000 Penalty: 5993.557617
	Iteration 68Q: 3 clusters Score -2.491499e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41143 members 
Mstep: Class 2 contains 135836 members 
Entering Unmasked Estep 
Score: -24914964.000000 Penalty: 5993.557617
	Iteration 69Q: 3 clusters Score -2.491496e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40419 members 
Mstep: Class 2 contains 136560 members 
Entering Unmasked Estep 
Score: -24914928.000000 Penalty: 5993.557617
	Iteration 70Q: 3 clusters Score -2.491493e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 137286 members 
Entering Unmasked Estep 
Score: -24915022.000000 Penalty: 5993.557617
	Iteration 71Q: 3 clusters Score -2.491502e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38958 members 
Mstep: Class 2 contains 138021 members 
Entering Unmasked Estep 
Score: -24915044.000000 Penalty: 5993.557617
	Iteration 72Q: 3 clusters Score -2.491504e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 138735 members 
Entering Unmasked Estep 
Score: -24915106.000000 Penalty: 5993.557617
	Iteration 73Q: 3 clusters Score -2.491511e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 139413 members 
Entering Unmasked Estep 
Score: -24915160.000000 Penalty: 5993.557617
	Iteration 74Q: 3 clusters Score -2.491516e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 140018 members 
Entering Unmasked Estep 
Score: -24915146.000000 Penalty: 5993.557617
	Iteration 75Q: 3 clusters Score -2.491515e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 140632 members 
Entering Unmasked Estep 
Score: -24915214.000000 Penalty: 5993.557617
	Iteration 76Q: 3 clusters Score -2.491521e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 141295 members 
Entering Unmasked Estep 
Score: -24915192.000000 Penalty: 5993.557617
	Iteration 77Q: 3 clusters Score -2.491519e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 141980 members 
Entering Unmasked Estep 
Score: -24915206.000000 Penalty: 5993.557617
	Iteration 78Q: 3 clusters Score -2.491521e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 142718 members 
Entering Unmasked Estep 
Score: -24915292.000000 Penalty: 5993.557617
	Iteration 79Q: 3 clusters Score -2.491529e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 143448 members 
Entering Unmasked Estep 
Score: -24915384.000000 Penalty: 5993.557617
	Iteration 80F: 3 clusters Score -2.491538e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 144166 members 
Entering Unmasked Estep 
Score: -24915510.000000 Penalty: 5993.557617
	Iteration 81Q: 3 clusters Score -2.491551e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 144870 members 
Entering Unmasked Estep 
Score: -24915554.000000 Penalty: 5993.557617
	Iteration 82Q: 3 clusters Score -2.491555e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 145564 members 
Entering Unmasked Estep 
Score: -24915646.000000 Penalty: 5993.557617
	Iteration 83Q: 3 clusters Score -2.491565e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 146274 members 
Entering Unmasked Estep 
Score: -24915688.000000 Penalty: 5993.557617
	Iteration 84Q: 3 clusters Score -2.491569e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 147025 members 
Entering Unmasked Estep 
Score: -24915806.000000 Penalty: 5993.557617
	Iteration 85Q: 3 clusters Score -2.491581e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29173 members 
Mstep: Class 2 contains 147806 members 
Entering Unmasked Estep 
Score: -24915916.000000 Penalty: 5993.557617
	Iteration 86Q: 3 clusters Score -2.491592e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 148642 members 
Entering Unmasked Estep 
Score: -24916034.000000 Penalty: 5993.557617
	Iteration 87Q: 3 clusters Score -2.491603e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 149514 members 
Entering Unmasked Estep 
Score: -24916178.000000 Penalty: 5993.557617
	Iteration 88Q: 3 clusters Score -2.491618e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 150376 members 
Entering Unmasked Estep 
Score: -24916370.000000 Penalty: 5993.557617
	Iteration 89Q: 3 clusters Score -2.491637e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 151258 members 
Entering Unmasked Estep 
Score: -24916660.000000 Penalty: 5993.557617
	Iteration 90Q: 3 clusters Score -2.491666e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 152199 members 
Entering Unmasked Estep 
Score: -24917338.000000 Penalty: 5993.557617
	Iteration 91Q: 3 clusters Score -2.491734e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 153210 members 
Entering Unmasked Estep 
Score: -24917914.000000 Penalty: 5993.557617
	Iteration 92Q: 3 clusters Score -2.491791e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 154256 members 
Entering Unmasked Estep 
Score: -24918508.000000 Penalty: 5993.557617
	Iteration 93Q: 3 clusters Score -2.491851e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 155345 members 
Entering Unmasked Estep 
Score: -24919362.000000 Penalty: 5993.557617
	Iteration 94Q: 3 clusters Score -2.491936e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 156588 members 
Entering Unmasked Estep 
Score: -24920362.000000 Penalty: 5993.557617
	Iteration 95Q: 3 clusters Score -2.492036e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 157886 members 
Entering Unmasked Estep 
Score: -24921592.000000 Penalty: 5993.557617
	Iteration 96Q: 3 clusters Score -2.492159e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 159327 members 
Entering Unmasked Estep 
Score: -24922516.000000 Penalty: 5993.557617
	Iteration 97Q: 3 clusters Score -2.492252e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 160853 members 
Entering Unmasked Estep 
Score: -24923472.000000 Penalty: 5993.557617
	Iteration 98Q: 3 clusters Score -2.492347e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 162470 members 
Entering Unmasked Estep 
Score: -24924248.000000 Penalty: 5993.557617
	Iteration 99Q: 3 clusters Score -2.492425e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 164148 members 
Entering Unmasked Estep 
Score: -24925106.000000 Penalty: 5993.557617
	Iteration 100F: 3 clusters Score -2.492511e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 165850 members 
Entering Unmasked Estep 
Score: -24925846.000000 Penalty: 5993.557617
	Iteration 101Q: 3 clusters Score -2.492585e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 167439 members 
Entering Unmasked Estep 
Score: -24926444.000000 Penalty: 5993.557617
	Iteration 102Q: 3 clusters Score -2.492644e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 168868 members 
Entering Unmasked Estep 
Score: -24926478.000000 Penalty: 5993.557617
	Iteration 103Q: 3 clusters Score -2.492648e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 170132 members 
Entering Unmasked Estep 
Score: -24926606.000000 Penalty: 5993.557617
	Iteration 104Q: 3 clusters Score -2.492661e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 171224 members 
Entering Unmasked Estep 
Score: -24926606.000000 Penalty: 5993.557617
	Iteration 105Q: 3 clusters Score -2.492661e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 172195 members 
Entering Unmasked Estep 
Score: -24926566.000000 Penalty: 5993.557617
	Iteration 106Q: 3 clusters Score -2.492657e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 172979 members 
Entering Unmasked Estep 
Score: -24926368.000000 Penalty: 5993.557617
	Iteration 107Q: 3 clusters Score -2.492637e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 173601 members 
Entering Unmasked Estep 
Score: -24926336.000000 Penalty: 5993.557617
	Iteration 108Q: 3 clusters Score -2.492634e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 174046 members 
Entering Unmasked Estep 
Score: -24926326.000000 Penalty: 5993.557617
	Iteration 109Q: 3 clusters Score -2.492633e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 174404 members 
Entering Unmasked Estep 
Score: -24926286.000000 Penalty: 5993.557617
	Iteration 110Q: 3 clusters Score -2.492629e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 174657 members 
Entering Unmasked Estep 
Score: -24926120.000000 Penalty: 5993.557617
	Iteration 111Q: 3 clusters Score -2.492612e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 174829 members 
Entering Unmasked Estep 
Score: -24926122.000000 Penalty: 5993.557617
	Iteration 112Q: 3 clusters Score -2.492612e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 174979 members 
Entering Unmasked Estep 
Score: -24926052.000000 Penalty: 5993.557617
	Iteration 113Q: 3 clusters Score -2.492605e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 175087 members 
Entering Unmasked Estep 
Score: -24925980.000000 Penalty: 5993.557617
	Iteration 114Q: 3 clusters Score -2.492598e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 175156 members 
Entering Unmasked Estep 
Score: -24925918.000000 Penalty: 5993.557617
	Iteration 115Q: 3 clusters Score -2.492592e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 175203 members 
Entering Unmasked Estep 
Score: -24925900.000000 Penalty: 5993.557617
	Iteration 116Q: 3 clusters Score -2.49259e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 175230 members 
Entering Unmasked Estep 
Score: -24925876.000000 Penalty: 5993.557617
	Iteration 117Q: 3 clusters Score -2.492588e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 175255 members 
Entering Unmasked Estep 
Score: -24925852.000000 Penalty: 5993.557617
	Iteration 118Q: 3 clusters Score -2.492585e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 175284 members 
Entering Unmasked Estep 
Score: -24925862.000000 Penalty: 5993.557617
	Iteration 119Q: 3 clusters Score -2.492586e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 175309 members 
Entering Unmasked Estep 
Score: -24925852.000000 Penalty: 5993.557617
	Iteration 120F: 3 clusters Score -2.492585e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 175335 members 
Entering Unmasked Estep 
Score: -24925868.000000 Penalty: 5993.557617
	Iteration 121Q: 3 clusters Score -2.492587e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 175349 members 
Entering Unmasked Estep 
Score: -24925834.000000 Penalty: 5993.557617
	Iteration 122Q: 3 clusters Score -2.492583e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 175360 members 
Entering Unmasked Estep 
Score: -24925812.000000 Penalty: 5993.557617
	Iteration 123Q: 3 clusters Score -2.492581e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 175364 members 
Entering Unmasked Estep 
Score: -24925814.000000 Penalty: 5993.557617
	Iteration 124Q: 3 clusters Score -2.492581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 175367 members 
Entering Unmasked Estep 
Score: -24925822.000000 Penalty: 5993.557617
	Iteration 125Q: 3 clusters Score -2.492582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 175371 members 
Entering Unmasked Estep 
Score: -24925838.000000 Penalty: 5993.557617
	Iteration 126Q: 3 clusters Score -2.492584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 175375 members 
Entering Unmasked Estep 
Score: -24925816.000000 Penalty: 5993.557617
	Iteration 127Q: 3 clusters Score -2.492582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 175380 members 
Entering Unmasked Estep 
Score: -24925800.000000 Penalty: 5993.557617
	Iteration 128Q: 3 clusters Score -2.49258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 175382 members 
Entering Unmasked Estep 
Score: -24925800.000000 Penalty: 5993.557617
	Iteration 129Q: 3 clusters Score -2.49258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 175383 members 
Entering Unmasked Estep 
Score: -24925796.000000 Penalty: 5993.557617
	Iteration 130Q: 3 clusters Score -2.49258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 175384 members 
Entering Unmasked Estep 
Score: -24925804.000000 Penalty: 5993.557617
	Iteration 131Q: 3 clusters Score -2.49258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 175384 members 
Entering Unmasked Estep 
Score: -24925804.000000 Penalty: 5993.557617
	Iteration 132F: 3 clusters Score -2.49258e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (33898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Entering Unmasked Estep 
Score: -4807532.000000 Penalty: 2586.915527
	Iteration 0F: 2 clusters Score -4807532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -4784332.000000 Penalty: 5173.831055
	Iteration 0F: 3 clusters Score -4784332 nChanged 15341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -4792670.500000 Penalty: 5173.831055
	Iteration 1F: 3 clusters Score -4792670 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -4793090.000000 Penalty: 5173.831055
	Iteration 2Q: 3 clusters Score -4793090 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -4793477.500000 Penalty: 5173.831055
	Iteration 3Q: 3 clusters Score -4793478 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -4793813.500000 Penalty: 5173.831055
	Iteration 4Q: 3 clusters Score -4793814 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -4794094.000000 Penalty: 5173.831055
	Iteration 5Q: 3 clusters Score -4794094 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -4794310.000000 Penalty: 5173.831055
	Iteration 6Q: 3 clusters Score -4794310 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -4794554.500000 Penalty: 5173.831055
	Iteration 7Q: 3 clusters Score -4794554 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -4794819.000000 Penalty: 5173.831055
	Iteration 8Q: 3 clusters Score -4794819 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -4795128.500000 Penalty: 5173.831055
	Iteration 9Q: 3 clusters Score -4795128 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -4795482.000000 Penalty: 5173.831055
	Iteration 10Q: 3 clusters Score -4795482 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -4796065.000000 Penalty: 5173.831055
	Iteration 11Q: 3 clusters Score -4796065 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -4796885.000000 Penalty: 5173.831055
	Iteration 12Q: 3 clusters Score -4796885 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -4798031.500000 Penalty: 5173.831055
	Iteration 13F: 3 clusters Score -4798032 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -4799544.000000 Penalty: 5173.831055
	Iteration 14F: 3 clusters Score -4799544 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -4801066.500000 Penalty: 5173.831055
	Iteration 15F: 3 clusters Score -4801066 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -4802354.000000 Penalty: 5173.831055
	Iteration 16Q: 3 clusters Score -4802354 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -4803321.500000 Penalty: 5173.831055
	Iteration 17Q: 3 clusters Score -4803322 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -4803975.000000 Penalty: 5173.831055
	Iteration 18Q: 3 clusters Score -4803975 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -4804433.000000 Penalty: 5173.831055
	Iteration 19Q: 3 clusters Score -4804433 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4804704.000000 Penalty: 5173.831055
	Iteration 20F: 3 clusters Score -4804704 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4804930.000000 Penalty: 5173.831055
	Iteration 21Q: 3 clusters Score -4804930 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4805067.500000 Penalty: 5173.831055
	Iteration 22Q: 3 clusters Score -4805068 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4805161.500000 Penalty: 5173.831055
	Iteration 23Q: 3 clusters Score -4805162 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4805233.000000 Penalty: 5173.831055
	Iteration 24Q: 3 clusters Score -4805233 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33083 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4805283.000000 Penalty: 5173.831055
	Iteration 25Q: 3 clusters Score -4805283 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4805322.000000 Penalty: 5173.831055
	Iteration 26Q: 3 clusters Score -4805322 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4805338.000000 Penalty: 5173.831055
	Iteration 27Q: 3 clusters Score -4805338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4805344.000000 Penalty: 5173.831055
	Iteration 28Q: 3 clusters Score -4805344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -4805356.000000 Penalty: 5173.831055
	Iteration 29Q: 3 clusters Score -4805356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -4805362.500000 Penalty: 5173.831055
	Iteration 30Q: 3 clusters Score -4805362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33184 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4805365.000000 Penalty: 5173.831055
	Iteration 31Q: 3 clusters Score -4805365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4805372.500000 Penalty: 5173.831055
	Iteration 32Q: 3 clusters Score -4805372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -4805374.000000 Penalty: 5173.831055
	Iteration 33Q: 3 clusters Score -4805374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4805379.500000 Penalty: 5173.831055
	Iteration 34Q: 3 clusters Score -4805380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4805377.000000 Penalty: 5173.831055
	Iteration 35Q: 3 clusters Score -4805377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4805383.500000 Penalty: 5173.831055
	Iteration 36Q: 3 clusters Score -4805384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4805387.500000 Penalty: 5173.831055
	Iteration 37Q: 3 clusters Score -4805388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33212 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4805390.500000 Penalty: 5173.831055
	Iteration 38Q: 3 clusters Score -4805390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4805388.000000 Penalty: 5173.831055
	Iteration 39Q: 3 clusters Score -4805388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4805384.000000 Penalty: 5173.831055
	Iteration 40F: 3 clusters Score -4805384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4805388.000000 Penalty: 5173.831055
	Iteration 41Q: 3 clusters Score -4805388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33227 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4805390.500000 Penalty: 5173.831055
	Iteration 42Q: 3 clusters Score -4805390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4805391.500000 Penalty: 5173.831055
	Iteration 43Q: 3 clusters Score -4805392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4805393.500000 Penalty: 5173.831055
	Iteration 44Q: 3 clusters Score -4805394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4805393.500000 Penalty: 5173.831055
	Iteration 45F: 3 clusters Score -4805394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Entering Unmasked Estep 
Score: -14176.211914 Penalty: 1234.229980
	Iteration 0F: 2 clusters Score -14176.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -13243.215820 Penalty: 2468.459961
	Iteration 0F: 3 clusters Score -13243.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -13282.770508 Penalty: 2468.459961
	Iteration 1Q: 3 clusters Score -13282.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -13282.770508 Penalty: 2468.459961
	Iteration 2F: 3 clusters Score -13282.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (81438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81438 members 
Entering Unmasked Estep 
Score: -11537387.000000 Penalty: 2804.284180
	Iteration 0F: 2 clusters Score -1.153739e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -11482987.000000 Penalty: 5608.568359
	Iteration 0F: 3 clusters Score -1.148299e+07 nChanged 38259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 39858 members 
Entering Unmasked Estep 
Score: -11505336.000000 Penalty: 5608.568359
	Iteration 1F: 3 clusters Score -1.150534e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 39436 members 
Entering Unmasked Estep 
Score: -11506420.000000 Penalty: 5608.568359
	Iteration 2Q: 3 clusters Score -1.150642e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42577 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
Score: -11507795.000000 Penalty: 5608.568359
	Iteration 3Q: 3 clusters Score -1.15078e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43362 members 
Mstep: Class 2 contains 38076 members 
Entering Unmasked Estep 
Score: -11509576.000000 Penalty: 5608.568359
	Iteration 4Q: 3 clusters Score -1.150958e+07 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44460 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -11511946.000000 Penalty: 5608.568359
	Iteration 5F: 3 clusters Score -1.151195e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45834 members 
Mstep: Class 2 contains 35604 members 
Entering Unmasked Estep 
Score: -11515059.000000 Penalty: 5608.568359
	Iteration 6F: 3 clusters Score -1.151506e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47297 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -11518680.000000 Penalty: 5608.568359
	Iteration 7F: 3 clusters Score -1.151868e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48686 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -11521983.000000 Penalty: 5608.568359
	Iteration 8F: 3 clusters Score -1.152198e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49816 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -11524223.000000 Penalty: 5608.568359
	Iteration 9F: 3 clusters Score -1.152422e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50885 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -11525501.000000 Penalty: 5608.568359
	Iteration 10Q: 3 clusters Score -1.15255e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51888 members 
Mstep: Class 2 contains 29550 members 
Entering Unmasked Estep 
Score: -11526223.000000 Penalty: 5608.568359
	Iteration 11Q: 3 clusters Score -1.152622e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52933 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -11526824.000000 Penalty: 5608.568359
	Iteration 12Q: 3 clusters Score -1.152682e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53977 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -11527345.000000 Penalty: 5608.568359
	Iteration 13Q: 3 clusters Score -1.152734e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55074 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -11527791.000000 Penalty: 5608.568359
	Iteration 14Q: 3 clusters Score -1.152779e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56184 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -11528390.000000 Penalty: 5608.568359
	Iteration 15Q: 3 clusters Score -1.152839e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57392 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -11528948.000000 Penalty: 5608.568359
	Iteration 16Q: 3 clusters Score -1.152895e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58662 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -11529710.000000 Penalty: 5608.568359
	Iteration 17Q: 3 clusters Score -1.152971e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60007 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -11530439.000000 Penalty: 5608.568359
	Iteration 18Q: 3 clusters Score -1.153044e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61308 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -11531116.000000 Penalty: 5608.568359
	Iteration 19Q: 3 clusters Score -1.153112e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62574 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -11531769.000000 Penalty: 5608.568359
	Iteration 20F: 3 clusters Score -1.153177e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63752 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -11532358.000000 Penalty: 5608.568359
	Iteration 21Q: 3 clusters Score -1.153236e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64877 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -11532981.000000 Penalty: 5608.568359
	Iteration 22Q: 3 clusters Score -1.153298e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65916 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -11533438.000000 Penalty: 5608.568359
	Iteration 23Q: 3 clusters Score -1.153344e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66833 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -11533808.000000 Penalty: 5608.568359
	Iteration 24Q: 3 clusters Score -1.153381e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67638 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -11534112.000000 Penalty: 5608.568359
	Iteration 25Q: 3 clusters Score -1.153411e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68317 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -11534325.000000 Penalty: 5608.568359
	Iteration 26Q: 3 clusters Score -1.153432e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68872 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -11534476.000000 Penalty: 5608.568359
	Iteration 27Q: 3 clusters Score -1.153448e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69350 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -11534581.000000 Penalty: 5608.568359
	Iteration 28Q: 3 clusters Score -1.153458e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69775 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -11534687.000000 Penalty: 5608.568359
	Iteration 29Q: 3 clusters Score -1.153469e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70154 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -11534758.000000 Penalty: 5608.568359
	Iteration 30Q: 3 clusters Score -1.153476e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70491 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -11534801.000000 Penalty: 5608.568359
	Iteration 31Q: 3 clusters Score -1.15348e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70800 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -11534873.000000 Penalty: 5608.568359
	Iteration 32Q: 3 clusters Score -1.153487e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71082 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -11534922.000000 Penalty: 5608.568359
	Iteration 33Q: 3 clusters Score -1.153492e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71327 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -11534982.000000 Penalty: 5608.568359
	Iteration 34Q: 3 clusters Score -1.153498e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71537 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -11535020.000000 Penalty: 5608.568359
	Iteration 35Q: 3 clusters Score -1.153502e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71738 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -11535083.000000 Penalty: 5608.568359
	Iteration 36Q: 3 clusters Score -1.153508e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71917 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -11535092.000000 Penalty: 5608.568359
	Iteration 37Q: 3 clusters Score -1.153509e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72072 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -11535090.000000 Penalty: 5608.568359
	Iteration 38Q: 3 clusters Score -1.153509e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72201 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -11535087.000000 Penalty: 5608.568359
	Iteration 39Q: 3 clusters Score -1.153509e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72327 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -11535111.000000 Penalty: 5608.568359
	Iteration 40F: 3 clusters Score -1.153511e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72454 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -11535141.000000 Penalty: 5608.568359
	Iteration 41Q: 3 clusters Score -1.153514e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72553 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -11535164.000000 Penalty: 5608.568359
	Iteration 42Q: 3 clusters Score -1.153516e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72629 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -11535159.000000 Penalty: 5608.568359
	Iteration 43Q: 3 clusters Score -1.153516e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72717 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -11535194.000000 Penalty: 5608.568359
	Iteration 44Q: 3 clusters Score -1.153519e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72795 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -11535166.000000 Penalty: 5608.568359
	Iteration 45Q: 3 clusters Score -1.153517e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72863 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -11535173.000000 Penalty: 5608.568359
	Iteration 46Q: 3 clusters Score -1.153517e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72920 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -11535174.000000 Penalty: 5608.568359
	Iteration 47Q: 3 clusters Score -1.153517e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72983 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -11535189.000000 Penalty: 5608.568359
	Iteration 48Q: 3 clusters Score -1.153519e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73035 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -11535202.000000 Penalty: 5608.568359
	Iteration 49Q: 3 clusters Score -1.15352e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73081 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -11535194.000000 Penalty: 5608.568359
	Iteration 50Q: 3 clusters Score -1.153519e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73125 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -11535180.000000 Penalty: 5608.568359
	Iteration 51Q: 3 clusters Score -1.153518e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73161 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -11535171.000000 Penalty: 5608.568359
	Iteration 52Q: 3 clusters Score -1.153517e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73191 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -11535198.000000 Penalty: 5608.568359
	Iteration 53Q: 3 clusters Score -1.15352e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73222 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -11535198.000000 Penalty: 5608.568359
	Iteration 54Q: 3 clusters Score -1.15352e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73258 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -11535200.000000 Penalty: 5608.568359
	Iteration 55Q: 3 clusters Score -1.15352e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73278 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -11535191.000000 Penalty: 5608.568359
	Iteration 56Q: 3 clusters Score -1.153519e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73297 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -11535189.000000 Penalty: 5608.568359
	Iteration 57Q: 3 clusters Score -1.153519e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73309 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -11535197.000000 Penalty: 5608.568359
	Iteration 58Q: 3 clusters Score -1.15352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73314 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -11535191.000000 Penalty: 5608.568359
	Iteration 59Q: 3 clusters Score -1.153519e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73319 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -11535188.000000 Penalty: 5608.568359
	Iteration 60F: 3 clusters Score -1.153519e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73324 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -11535192.000000 Penalty: 5608.568359
	Iteration 61Q: 3 clusters Score -1.153519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73327 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -11535186.000000 Penalty: 5608.568359
	Iteration 62Q: 3 clusters Score -1.153519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73330 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -11535187.000000 Penalty: 5608.568359
	Iteration 63Q: 3 clusters Score -1.153519e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73335 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -11535185.000000 Penalty: 5608.568359
	Iteration 64Q: 3 clusters Score -1.153518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73339 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -11535184.000000 Penalty: 5608.568359
	Iteration 65Q: 3 clusters Score -1.153518e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73344 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -11535175.000000 Penalty: 5608.568359
	Iteration 66Q: 3 clusters Score -1.153518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73347 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -11535184.000000 Penalty: 5608.568359
	Iteration 67Q: 3 clusters Score -1.153518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73350 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -11535178.000000 Penalty: 5608.568359
	Iteration 68Q: 3 clusters Score -1.153518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73353 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -11535173.000000 Penalty: 5608.568359
	Iteration 69Q: 3 clusters Score -1.153517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73360 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -11535170.000000 Penalty: 5608.568359
	Iteration 70Q: 3 clusters Score -1.153517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73362 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -11535171.000000 Penalty: 5608.568359
	Iteration 71Q: 3 clusters Score -1.153517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73363 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -11535169.000000 Penalty: 5608.568359
	Iteration 72Q: 3 clusters Score -1.153517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73365 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -11535176.000000 Penalty: 5608.568359
	Iteration 73Q: 3 clusters Score -1.153518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73369 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -11535176.000000 Penalty: 5608.568359
	Iteration 74Q: 3 clusters Score -1.153518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -11535181.000000 Penalty: 5608.568359
	Iteration 75Q: 3 clusters Score -1.153518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73373 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -11535172.000000 Penalty: 5608.568359
	Iteration 76Q: 3 clusters Score -1.153517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73375 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -11535176.000000 Penalty: 5608.568359
	Iteration 77Q: 3 clusters Score -1.153518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73376 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -11535175.000000 Penalty: 5608.568359
	Iteration 78Q: 3 clusters Score -1.153518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73377 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -11535171.000000 Penalty: 5608.568359
	Iteration 79Q: 3 clusters Score -1.153517e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73377 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -11535171.000000 Penalty: 5608.568359
	Iteration 80F: 3 clusters Score -1.153517e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Entering Unmasked Estep 
Score: -3753912.750000 Penalty: 2524.710693
	Iteration 0F: 2 clusters Score -3753913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -3735738.250000 Penalty: 5049.421387
	Iteration 0F: 3 clusters Score -3735738 nChanged 11837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -3742153.000000 Penalty: 5049.421387
	Iteration 1F: 3 clusters Score -3742153 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -3742628.500000 Penalty: 5049.421387
	Iteration 2Q: 3 clusters Score -3742628 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -3743071.000000 Penalty: 5049.421387
	Iteration 3Q: 3 clusters Score -3743071 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -3743558.250000 Penalty: 5049.421387
	Iteration 4Q: 3 clusters Score -3743558 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -3744158.500000 Penalty: 5049.421387
	Iteration 5Q: 3 clusters Score -3744158 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -3744912.500000 Penalty: 5049.421387
	Iteration 6F: 3 clusters Score -3744912 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -3745859.750000 Penalty: 5049.421387
	Iteration 7F: 3 clusters Score -3745860 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -3746936.750000 Penalty: 5049.421387
	Iteration 8F: 3 clusters Score -3746937 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -3747974.250000 Penalty: 5049.421387
	Iteration 9F: 3 clusters Score -3747974 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -3748797.000000 Penalty: 5049.421387
	Iteration 10Q: 3 clusters Score -3748797 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -3749176.500000 Penalty: 5049.421387
	Iteration 11Q: 3 clusters Score -3749176 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -3749373.250000 Penalty: 5049.421387
	Iteration 12Q: 3 clusters Score -3749373 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -3749533.250000 Penalty: 5049.421387
	Iteration 13Q: 3 clusters Score -3749533 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -3749664.500000 Penalty: 5049.421387
	Iteration 14Q: 3 clusters Score -3749664 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -3749760.500000 Penalty: 5049.421387
	Iteration 15Q: 3 clusters Score -3749760 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -3749836.000000 Penalty: 5049.421387
	Iteration 16Q: 3 clusters Score -3749836 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -3749909.500000 Penalty: 5049.421387
	Iteration 17Q: 3 clusters Score -3749910 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -3749968.750000 Penalty: 5049.421387
	Iteration 18Q: 3 clusters Score -3749969 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -3750046.000000 Penalty: 5049.421387
	Iteration 19Q: 3 clusters Score -3750046 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -3750095.750000 Penalty: 5049.421387
	Iteration 20F: 3 clusters Score -3750096 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -3750140.750000 Penalty: 5049.421387
	Iteration 21Q: 3 clusters Score -3750141 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -3750211.000000 Penalty: 5049.421387
	Iteration 22Q: 3 clusters Score -3750211 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -3750261.750000 Penalty: 5049.421387
	Iteration 23Q: 3 clusters Score -3750262 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -3750325.000000 Penalty: 5049.421387
	Iteration 24Q: 3 clusters Score -3750325 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -3750392.750000 Penalty: 5049.421387
	Iteration 25Q: 3 clusters Score -3750393 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -3750450.250000 Penalty: 5049.421387
	Iteration 26Q: 3 clusters Score -3750450 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -3750484.000000 Penalty: 5049.421387
	Iteration 27Q: 3 clusters Score -3750484 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -3750543.500000 Penalty: 5049.421387
	Iteration 28Q: 3 clusters Score -3750544 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -3750600.750000 Penalty: 5049.421387
	Iteration 29Q: 3 clusters Score -3750601 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -3750650.500000 Penalty: 5049.421387
	Iteration 30Q: 3 clusters Score -3750650 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -3750696.000000 Penalty: 5049.421387
	Iteration 31Q: 3 clusters Score -3750696 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -3750766.750000 Penalty: 5049.421387
	Iteration 32Q: 3 clusters Score -3750767 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -3750806.250000 Penalty: 5049.421387
	Iteration 33Q: 3 clusters Score -3750806 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -3750855.750000 Penalty: 5049.421387
	Iteration 34Q: 3 clusters Score -3750856 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -3750893.250000 Penalty: 5049.421387
	Iteration 35Q: 3 clusters Score -3750893 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -3750920.750000 Penalty: 5049.421387
	Iteration 36Q: 3 clusters Score -3750921 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -3750959.750000 Penalty: 5049.421387
	Iteration 37Q: 3 clusters Score -3750960 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -3750989.750000 Penalty: 5049.421387
	Iteration 38Q: 3 clusters Score -3750990 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -3751009.000000 Penalty: 5049.421387
	Iteration 39Q: 3 clusters Score -3751009 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -3751026.250000 Penalty: 5049.421387
	Iteration 40F: 3 clusters Score -3751026 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -3751058.250000 Penalty: 5049.421387
	Iteration 41Q: 3 clusters Score -3751058 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -3751078.750000 Penalty: 5049.421387
	Iteration 42Q: 3 clusters Score -3751079 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -3751108.750000 Penalty: 5049.421387
	Iteration 43Q: 3 clusters Score -3751109 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -3751138.250000 Penalty: 5049.421387
	Iteration 44Q: 3 clusters Score -3751138 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -3751164.750000 Penalty: 5049.421387
	Iteration 45Q: 3 clusters Score -3751165 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -3751185.750000 Penalty: 5049.421387
	Iteration 46Q: 3 clusters Score -3751186 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -3751208.750000 Penalty: 5049.421387
	Iteration 47Q: 3 clusters Score -3751209 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -3751231.500000 Penalty: 5049.421387
	Iteration 48Q: 3 clusters Score -3751232 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -3751253.000000 Penalty: 5049.421387
	Iteration 49Q: 3 clusters Score -3751253 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -3751272.500000 Penalty: 5049.421387
	Iteration 50Q: 3 clusters Score -3751272 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -3751291.000000 Penalty: 5049.421387
	Iteration 51Q: 3 clusters Score -3751291 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -3751311.000000 Penalty: 5049.421387
	Iteration 52Q: 3 clusters Score -3751311 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -3751331.000000 Penalty: 5049.421387
	Iteration 53Q: 3 clusters Score -3751331 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -3751354.500000 Penalty: 5049.421387
	Iteration 54Q: 3 clusters Score -3751354 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -3751362.500000 Penalty: 5049.421387
	Iteration 55Q: 3 clusters Score -3751362 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -3751370.500000 Penalty: 5049.421387
	Iteration 56Q: 3 clusters Score -3751370 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -3751399.000000 Penalty: 5049.421387
	Iteration 57Q: 3 clusters Score -3751399 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -3751414.500000 Penalty: 5049.421387
	Iteration 58Q: 3 clusters Score -3751414 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -3751436.250000 Penalty: 5049.421387
	Iteration 59Q: 3 clusters Score -3751436 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -3751451.750000 Penalty: 5049.421387
	Iteration 60F: 3 clusters Score -3751452 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -3751470.000000 Penalty: 5049.421387
	Iteration 61Q: 3 clusters Score -3751470 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -3751489.250000 Penalty: 5049.421387
	Iteration 62Q: 3 clusters Score -3751489 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -3751506.250000 Penalty: 5049.421387
	Iteration 63Q: 3 clusters Score -3751506 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -3751513.000000 Penalty: 5049.421387
	Iteration 64Q: 3 clusters Score -3751513 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -3751517.750000 Penalty: 5049.421387
	Iteration 65Q: 3 clusters Score -3751518 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -3751524.750000 Penalty: 5049.421387
	Iteration 66Q: 3 clusters Score -3751525 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -3751534.500000 Penalty: 5049.421387
	Iteration 67Q: 3 clusters Score -3751534 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -3751541.000000 Penalty: 5049.421387
	Iteration 68Q: 3 clusters Score -3751541 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -3751542.250000 Penalty: 5049.421387
	Iteration 69Q: 3 clusters Score -3751542 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -3751548.000000 Penalty: 5049.421387
	Iteration 70Q: 3 clusters Score -3751548 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -3751555.500000 Penalty: 5049.421387
	Iteration 71Q: 3 clusters Score -3751556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -3751566.250000 Penalty: 5049.421387
	Iteration 72Q: 3 clusters Score -3751566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -3751570.750000 Penalty: 5049.421387
	Iteration 73Q: 3 clusters Score -3751571 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -3751579.000000 Penalty: 5049.421387
	Iteration 74Q: 3 clusters Score -3751579 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -3751593.000000 Penalty: 5049.421387
	Iteration 75Q: 3 clusters Score -3751593 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -3751600.000000 Penalty: 5049.421387
	Iteration 76Q: 3 clusters Score -3751600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -3751606.000000 Penalty: 5049.421387
	Iteration 77Q: 3 clusters Score -3751606 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -3751621.000000 Penalty: 5049.421387
	Iteration 78Q: 3 clusters Score -3751621 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -3751630.000000 Penalty: 5049.421387
	Iteration 79Q: 3 clusters Score -3751630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -3751639.750000 Penalty: 5049.421387
	Iteration 80F: 3 clusters Score -3751640 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -3751643.500000 Penalty: 5049.421387
	Iteration 81Q: 3 clusters Score -3751644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -3751659.500000 Penalty: 5049.421387
	Iteration 82Q: 3 clusters Score -3751660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -3751665.750000 Penalty: 5049.421387
	Iteration 83Q: 3 clusters Score -3751666 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -3751671.750000 Penalty: 5049.421387
	Iteration 84Q: 3 clusters Score -3751672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -3751681.000000 Penalty: 5049.421387
	Iteration 85Q: 3 clusters Score -3751681 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -3751685.750000 Penalty: 5049.421387
	Iteration 86Q: 3 clusters Score -3751686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -3751691.750000 Penalty: 5049.421387
	Iteration 87Q: 3 clusters Score -3751692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -3751697.750000 Penalty: 5049.421387
	Iteration 88Q: 3 clusters Score -3751698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -3751697.750000 Penalty: 5049.421387
	Iteration 89Q: 3 clusters Score -3751698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -3751702.750000 Penalty: 5049.421387
	Iteration 90Q: 3 clusters Score -3751703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -3751708.500000 Penalty: 5049.421387
	Iteration 91Q: 3 clusters Score -3751708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -3751711.000000 Penalty: 5049.421387
	Iteration 92Q: 3 clusters Score -3751711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -3751713.750000 Penalty: 5049.421387
	Iteration 93Q: 3 clusters Score -3751714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -3751721.000000 Penalty: 5049.421387
	Iteration 94Q: 3 clusters Score -3751721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -3751723.500000 Penalty: 5049.421387
	Iteration 95Q: 3 clusters Score -3751724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -3751725.000000 Penalty: 5049.421387
	Iteration 96Q: 3 clusters Score -3751725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -3751725.750000 Penalty: 5049.421387
	Iteration 97Q: 3 clusters Score -3751726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -3751722.750000 Penalty: 5049.421387
	Iteration 98Q: 3 clusters Score -3751723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -3751732.250000 Penalty: 5049.421387
	Iteration 99Q: 3 clusters Score -3751732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -3751729.250000 Penalty: 5049.421387
	Iteration 100F: 3 clusters Score -3751729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -3751734.750000 Penalty: 5049.421387
	Iteration 101Q: 3 clusters Score -3751735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -3751733.250000 Penalty: 5049.421387
	Iteration 102Q: 3 clusters Score -3751733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -3751738.750000 Penalty: 5049.421387
	Iteration 103Q: 3 clusters Score -3751739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -3751737.000000 Penalty: 5049.421387
	Iteration 104Q: 3 clusters Score -3751737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -3751739.000000 Penalty: 5049.421387
	Iteration 105Q: 3 clusters Score -3751739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -3751741.500000 Penalty: 5049.421387
	Iteration 106Q: 3 clusters Score -3751742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -3751740.500000 Penalty: 5049.421387
	Iteration 107Q: 3 clusters Score -3751740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -3751743.500000 Penalty: 5049.421387
	Iteration 108Q: 3 clusters Score -3751744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -3751744.000000 Penalty: 5049.421387
	Iteration 109Q: 3 clusters Score -3751744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -3751743.750000 Penalty: 5049.421387
	Iteration 110Q: 3 clusters Score -3751744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -3751742.250000 Penalty: 5049.421387
	Iteration 111Q: 3 clusters Score -3751742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -3751742.250000 Penalty: 5049.421387
	Iteration 112F: 3 clusters Score -3751742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (155245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155245 members 
Entering Unmasked Estep 
Score: -21671126.000000 Penalty: 2964.284424
	Iteration 0F: 2 clusters Score -2.167113e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77551 members 
Mstep: Class 2 contains 77694 members 
Entering Unmasked Estep 
Score: -21567690.000000 Penalty: 5928.568848
	Iteration 0F: 3 clusters Score -2.156769e+07 nChanged 74263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77464 members 
Mstep: Class 2 contains 77781 members 
Entering Unmasked Estep 
Score: -21610764.000000 Penalty: 5928.568848
	Iteration 1F: 3 clusters Score -2.161076e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77379 members 
Mstep: Class 2 contains 77866 members 
Entering Unmasked Estep 
Score: -21611598.000000 Penalty: 5928.568848
	Iteration 2Q: 3 clusters Score -2.16116e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77247 members 
Mstep: Class 2 contains 77998 members 
Entering Unmasked Estep 
Score: -21612600.000000 Penalty: 5928.568848
	Iteration 3Q: 3 clusters Score -2.16126e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77156 members 
Mstep: Class 2 contains 78089 members 
Entering Unmasked Estep 
Score: -21614366.000000 Penalty: 5928.568848
	Iteration 4Q: 3 clusters Score -2.161437e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77351 members 
Mstep: Class 2 contains 77894 members 
Entering Unmasked Estep 
Score: -21617090.000000 Penalty: 5928.568848
	Iteration 5Q: 3 clusters Score -2.161709e+07 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77982 members 
Mstep: Class 2 contains 77263 members 
Entering Unmasked Estep 
Score: -21620734.000000 Penalty: 5928.568848
	Iteration 6Q: 3 clusters Score -2.162073e+07 nChanged 8462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79374 members 
Mstep: Class 2 contains 75871 members 
Entering Unmasked Estep 
Score: -21625672.000000 Penalty: 5928.568848
	Iteration 7F: 3 clusters Score -2.162567e+07 nChanged 9714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81646 members 
Mstep: Class 2 contains 73599 members 
Entering Unmasked Estep 
Score: -21632160.000000 Penalty: 5928.568848
	Iteration 8F: 3 clusters Score -2.163216e+07 nChanged 10889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84731 members 
Mstep: Class 2 contains 70514 members 
Entering Unmasked Estep 
Score: -21640698.000000 Penalty: 5928.568848
	Iteration 9F: 3 clusters Score -2.16407e+07 nChanged 10231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87942 members 
Mstep: Class 2 contains 67303 members 
Entering Unmasked Estep 
Score: -21648316.000000 Penalty: 5928.568848
	Iteration 10F: 3 clusters Score -2.164832e+07 nChanged 7963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90627 members 
Mstep: Class 2 contains 64618 members 
Entering Unmasked Estep 
Score: -21652666.000000 Penalty: 5928.568848
	Iteration 11F: 3 clusters Score -2.165267e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92878 members 
Mstep: Class 2 contains 62367 members 
Entering Unmasked Estep 
Score: -21654738.000000 Penalty: 5928.568848
	Iteration 12Q: 3 clusters Score -2.165474e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94969 members 
Mstep: Class 2 contains 60276 members 
Entering Unmasked Estep 
Score: -21655926.000000 Penalty: 5928.568848
	Iteration 13Q: 3 clusters Score -2.165593e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96834 members 
Mstep: Class 2 contains 58411 members 
Entering Unmasked Estep 
Score: -21656892.000000 Penalty: 5928.568848
	Iteration 14Q: 3 clusters Score -2.165689e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98625 members 
Mstep: Class 2 contains 56620 members 
Entering Unmasked Estep 
Score: -21657690.000000 Penalty: 5928.568848
	Iteration 15Q: 3 clusters Score -2.165769e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100316 members 
Mstep: Class 2 contains 54929 members 
Entering Unmasked Estep 
Score: -21658418.000000 Penalty: 5928.568848
	Iteration 16Q: 3 clusters Score -2.165842e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101910 members 
Mstep: Class 2 contains 53335 members 
Entering Unmasked Estep 
Score: -21658796.000000 Penalty: 5928.568848
	Iteration 17Q: 3 clusters Score -2.16588e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103441 members 
Mstep: Class 2 contains 51804 members 
Entering Unmasked Estep 
Score: -21659208.000000 Penalty: 5928.568848
	Iteration 18Q: 3 clusters Score -2.165921e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105014 members 
Mstep: Class 2 contains 50231 members 
Entering Unmasked Estep 
Score: -21659712.000000 Penalty: 5928.568848
	Iteration 19Q: 3 clusters Score -2.165971e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106530 members 
Mstep: Class 2 contains 48715 members 
Entering Unmasked Estep 
Score: -21660032.000000 Penalty: 5928.568848
	Iteration 20F: 3 clusters Score -2.166003e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108036 members 
Mstep: Class 2 contains 47209 members 
Entering Unmasked Estep 
Score: -21660318.000000 Penalty: 5928.568848
	Iteration 21Q: 3 clusters Score -2.166032e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109522 members 
Mstep: Class 2 contains 45723 members 
Entering Unmasked Estep 
Score: -21660656.000000 Penalty: 5928.568848
	Iteration 22Q: 3 clusters Score -2.166066e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110999 members 
Mstep: Class 2 contains 44246 members 
Entering Unmasked Estep 
Score: -21661030.000000 Penalty: 5928.568848
	Iteration 23Q: 3 clusters Score -2.166103e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112515 members 
Mstep: Class 2 contains 42730 members 
Entering Unmasked Estep 
Score: -21661322.000000 Penalty: 5928.568848
	Iteration 24Q: 3 clusters Score -2.166132e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114106 members 
Mstep: Class 2 contains 41139 members 
Entering Unmasked Estep 
Score: -21661654.000000 Penalty: 5928.568848
	Iteration 25Q: 3 clusters Score -2.166165e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115659 members 
Mstep: Class 2 contains 39586 members 
Entering Unmasked Estep 
Score: -21662020.000000 Penalty: 5928.568848
	Iteration 26Q: 3 clusters Score -2.166202e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117237 members 
Mstep: Class 2 contains 38008 members 
Entering Unmasked Estep 
Score: -21662462.000000 Penalty: 5928.568848
	Iteration 27Q: 3 clusters Score -2.166246e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118790 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -21662812.000000 Penalty: 5928.568848
	Iteration 28Q: 3 clusters Score -2.166281e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120330 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -21663238.000000 Penalty: 5928.568848
	Iteration 29Q: 3 clusters Score -2.166324e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121909 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
Score: -21663632.000000 Penalty: 5928.568848
	Iteration 30Q: 3 clusters Score -2.166363e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123473 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -21664092.000000 Penalty: 5928.568848
	Iteration 31Q: 3 clusters Score -2.166409e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124956 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -21664486.000000 Penalty: 5928.568848
	Iteration 32Q: 3 clusters Score -2.166449e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126394 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -21664976.000000 Penalty: 5928.568848
	Iteration 33Q: 3 clusters Score -2.166498e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127762 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -21665306.000000 Penalty: 5928.568848
	Iteration 34Q: 3 clusters Score -2.166531e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129095 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -21665792.000000 Penalty: 5928.568848
	Iteration 35Q: 3 clusters Score -2.166579e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130372 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -21666112.000000 Penalty: 5928.568848
	Iteration 36Q: 3 clusters Score -2.166611e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131608 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -21666378.000000 Penalty: 5928.568848
	Iteration 37Q: 3 clusters Score -2.166638e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132789 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -21666556.000000 Penalty: 5928.568848
	Iteration 38Q: 3 clusters Score -2.166656e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133937 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -21666800.000000 Penalty: 5928.568848
	Iteration 39Q: 3 clusters Score -2.16668e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135027 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -21667032.000000 Penalty: 5928.568848
	Iteration 40F: 3 clusters Score -2.166703e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136122 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -21667300.000000 Penalty: 5928.568848
	Iteration 41Q: 3 clusters Score -2.16673e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137195 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -21667500.000000 Penalty: 5928.568848
	Iteration 42Q: 3 clusters Score -2.16675e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138213 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -21667682.000000 Penalty: 5928.568848
	Iteration 43Q: 3 clusters Score -2.166768e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139164 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -21667950.000000 Penalty: 5928.568848
	Iteration 44Q: 3 clusters Score -2.166795e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140085 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -21668154.000000 Penalty: 5928.568848
	Iteration 45Q: 3 clusters Score -2.166815e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140940 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -21668252.000000 Penalty: 5928.568848
	Iteration 46Q: 3 clusters Score -2.166825e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141765 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -21668380.000000 Penalty: 5928.568848
	Iteration 47Q: 3 clusters Score -2.166838e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142483 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -21668540.000000 Penalty: 5928.568848
	Iteration 48Q: 3 clusters Score -2.166854e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143116 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -21668578.000000 Penalty: 5928.568848
	Iteration 49Q: 3 clusters Score -2.166858e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143709 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -21668644.000000 Penalty: 5928.568848
	Iteration 50Q: 3 clusters Score -2.166864e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144220 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -21668732.000000 Penalty: 5928.568848
	Iteration 51Q: 3 clusters Score -2.166873e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144695 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -21668780.000000 Penalty: 5928.568848
	Iteration 52Q: 3 clusters Score -2.166878e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145148 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -21668802.000000 Penalty: 5928.568848
	Iteration 53Q: 3 clusters Score -2.16688e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145556 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -21668896.000000 Penalty: 5928.568848
	Iteration 54Q: 3 clusters Score -2.16689e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145901 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -21668948.000000 Penalty: 5928.568848
	Iteration 55Q: 3 clusters Score -2.166895e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146254 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -21668940.000000 Penalty: 5928.568848
	Iteration 56Q: 3 clusters Score -2.166894e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146636 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -21669020.000000 Penalty: 5928.568848
	Iteration 57Q: 3 clusters Score -2.166902e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146967 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -21669094.000000 Penalty: 5928.568848
	Iteration 58Q: 3 clusters Score -2.166909e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147278 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -21669112.000000 Penalty: 5928.568848
	Iteration 59Q: 3 clusters Score -2.166911e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147551 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -21669200.000000 Penalty: 5928.568848
	Iteration 60F: 3 clusters Score -2.16692e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147819 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -21669228.000000 Penalty: 5928.568848
	Iteration 61Q: 3 clusters Score -2.166923e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148075 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -21669224.000000 Penalty: 5928.568848
	Iteration 62Q: 3 clusters Score -2.166922e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148317 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -21669226.000000 Penalty: 5928.568848
	Iteration 63Q: 3 clusters Score -2.166923e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148550 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -21669228.000000 Penalty: 5928.568848
	Iteration 64Q: 3 clusters Score -2.166923e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148748 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -21669224.000000 Penalty: 5928.568848
	Iteration 65Q: 3 clusters Score -2.166922e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148916 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -21669288.000000 Penalty: 5928.568848
	Iteration 66Q: 3 clusters Score -2.166929e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149053 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -21669310.000000 Penalty: 5928.568848
	Iteration 67Q: 3 clusters Score -2.166931e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149191 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -21669304.000000 Penalty: 5928.568848
	Iteration 68Q: 3 clusters Score -2.16693e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149307 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -21669304.000000 Penalty: 5928.568848
	Iteration 69Q: 3 clusters Score -2.16693e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149414 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -21669314.000000 Penalty: 5928.568848
	Iteration 70Q: 3 clusters Score -2.166931e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149499 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -21669290.000000 Penalty: 5928.568848
	Iteration 71Q: 3 clusters Score -2.166929e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149575 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -21669302.000000 Penalty: 5928.568848
	Iteration 72Q: 3 clusters Score -2.16693e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149634 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -21669296.000000 Penalty: 5928.568848
	Iteration 73Q: 3 clusters Score -2.16693e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149694 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -21669316.000000 Penalty: 5928.568848
	Iteration 74Q: 3 clusters Score -2.166932e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149752 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -21669318.000000 Penalty: 5928.568848
	Iteration 75Q: 3 clusters Score -2.166932e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149804 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -21669314.000000 Penalty: 5928.568848
	Iteration 76Q: 3 clusters Score -2.166931e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149851 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -21669316.000000 Penalty: 5928.568848
	Iteration 77Q: 3 clusters Score -2.166932e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149893 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -21669298.000000 Penalty: 5928.568848
	Iteration 78Q: 3 clusters Score -2.16693e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149937 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -21669326.000000 Penalty: 5928.568848
	Iteration 79Q: 3 clusters Score -2.166933e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149980 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -21669312.000000 Penalty: 5928.568848
	Iteration 80F: 3 clusters Score -2.166931e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150015 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -21669344.000000 Penalty: 5928.568848
	Iteration 81Q: 3 clusters Score -2.166934e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150051 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -21669368.000000 Penalty: 5928.568848
	Iteration 82Q: 3 clusters Score -2.166937e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150083 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -21669348.000000 Penalty: 5928.568848
	Iteration 83Q: 3 clusters Score -2.166935e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150113 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -21669372.000000 Penalty: 5928.568848
	Iteration 84Q: 3 clusters Score -2.166937e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150136 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -21669364.000000 Penalty: 5928.568848
	Iteration 85Q: 3 clusters Score -2.166936e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150153 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -21669370.000000 Penalty: 5928.568848
	Iteration 86Q: 3 clusters Score -2.166937e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150184 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -21669388.000000 Penalty: 5928.568848
	Iteration 87Q: 3 clusters Score -2.166939e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150212 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -21669402.000000 Penalty: 5928.568848
	Iteration 88Q: 3 clusters Score -2.16694e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150244 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -21669386.000000 Penalty: 5928.568848
	Iteration 89Q: 3 clusters Score -2.166939e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150263 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -21669410.000000 Penalty: 5928.568848
	Iteration 90Q: 3 clusters Score -2.166941e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150284 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -21669418.000000 Penalty: 5928.568848
	Iteration 91Q: 3 clusters Score -2.166942e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150305 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -21669426.000000 Penalty: 5928.568848
	Iteration 92Q: 3 clusters Score -2.166943e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150325 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -21669422.000000 Penalty: 5928.568848
	Iteration 93Q: 3 clusters Score -2.166942e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150343 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -21669458.000000 Penalty: 5928.568848
	Iteration 94Q: 3 clusters Score -2.166946e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150363 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -21669452.000000 Penalty: 5928.568848
	Iteration 95Q: 3 clusters Score -2.166945e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150383 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -21669478.000000 Penalty: 5928.568848
	Iteration 96Q: 3 clusters Score -2.166948e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150409 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -21669460.000000 Penalty: 5928.568848
	Iteration 97Q: 3 clusters Score -2.166946e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150427 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -21669454.000000 Penalty: 5928.568848
	Iteration 98Q: 3 clusters Score -2.166945e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150449 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -21669464.000000 Penalty: 5928.568848
	Iteration 99Q: 3 clusters Score -2.166946e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150472 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -21669460.000000 Penalty: 5928.568848
	Iteration 100F: 3 clusters Score -2.166946e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150496 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -21669448.000000 Penalty: 5928.568848
	Iteration 101Q: 3 clusters Score -2.166945e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150513 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -21669472.000000 Penalty: 5928.568848
	Iteration 102Q: 3 clusters Score -2.166947e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150528 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -21669472.000000 Penalty: 5928.568848
	Iteration 103Q: 3 clusters Score -2.166947e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150544 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -21669466.000000 Penalty: 5928.568848
	Iteration 104Q: 3 clusters Score -2.166947e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150562 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -21669474.000000 Penalty: 5928.568848
	Iteration 105Q: 3 clusters Score -2.166947e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150577 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -21669472.000000 Penalty: 5928.568848
	Iteration 106Q: 3 clusters Score -2.166947e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150598 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -21669490.000000 Penalty: 5928.568848
	Iteration 107Q: 3 clusters Score -2.166949e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150619 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -21669448.000000 Penalty: 5928.568848
	Iteration 108Q: 3 clusters Score -2.166945e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150636 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -21669466.000000 Penalty: 5928.568848
	Iteration 109Q: 3 clusters Score -2.166947e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150652 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -21669460.000000 Penalty: 5928.568848
	Iteration 110Q: 3 clusters Score -2.166946e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150672 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -21669472.000000 Penalty: 5928.568848
	Iteration 111Q: 3 clusters Score -2.166947e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150685 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -21669450.000000 Penalty: 5928.568848
	Iteration 112Q: 3 clusters Score -2.166945e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150698 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -21669442.000000 Penalty: 5928.568848
	Iteration 113Q: 3 clusters Score -2.166944e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150716 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -21669446.000000 Penalty: 5928.568848
	Iteration 114Q: 3 clusters Score -2.166945e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150736 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -21669444.000000 Penalty: 5928.568848
	Iteration 115Q: 3 clusters Score -2.166944e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150760 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -21669436.000000 Penalty: 5928.568848
	Iteration 116Q: 3 clusters Score -2.166944e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150791 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -21669426.000000 Penalty: 5928.568848
	Iteration 117Q: 3 clusters Score -2.166943e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150819 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -21669448.000000 Penalty: 5928.568848
	Iteration 118Q: 3 clusters Score -2.166945e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150848 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -21669462.000000 Penalty: 5928.568848
	Iteration 119Q: 3 clusters Score -2.166946e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150877 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -21669444.000000 Penalty: 5928.568848
	Iteration 120F: 3 clusters Score -2.166944e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150912 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -21669452.000000 Penalty: 5928.568848
	Iteration 121Q: 3 clusters Score -2.166945e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150941 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -21669460.000000 Penalty: 5928.568848
	Iteration 122Q: 3 clusters Score -2.166946e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150967 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -21669466.000000 Penalty: 5928.568848
	Iteration 123Q: 3 clusters Score -2.166947e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150987 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -21669476.000000 Penalty: 5928.568848
	Iteration 124Q: 3 clusters Score -2.166948e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151006 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -21669474.000000 Penalty: 5928.568848
	Iteration 125Q: 3 clusters Score -2.166947e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151019 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -21669458.000000 Penalty: 5928.568848
	Iteration 126Q: 3 clusters Score -2.166946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151025 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -21669458.000000 Penalty: 5928.568848
	Iteration 127Q: 3 clusters Score -2.166946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151032 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -21669450.000000 Penalty: 5928.568848
	Iteration 128Q: 3 clusters Score -2.166945e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151038 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -21669442.000000 Penalty: 5928.568848
	Iteration 129Q: 3 clusters Score -2.166944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151043 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -21669432.000000 Penalty: 5928.568848
	Iteration 130Q: 3 clusters Score -2.166943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151045 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -21669442.000000 Penalty: 5928.568848
	Iteration 131Q: 3 clusters Score -2.166944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151048 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -21669432.000000 Penalty: 5928.568848
	Iteration 132Q: 3 clusters Score -2.166943e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151053 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -21669434.000000 Penalty: 5928.568848
	Iteration 133Q: 3 clusters Score -2.166943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151055 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -21669428.000000 Penalty: 5928.568848
	Iteration 134Q: 3 clusters Score -2.166943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151056 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -21669428.000000 Penalty: 5928.568848
	Iteration 135Q: 3 clusters Score -2.166943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151057 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -21669436.000000 Penalty: 5928.568848
	Iteration 136Q: 3 clusters Score -2.166944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151059 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -21669454.000000 Penalty: 5928.568848
	Iteration 137Q: 3 clusters Score -2.166945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151062 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -21669452.000000 Penalty: 5928.568848
	Iteration 138Q: 3 clusters Score -2.166945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151063 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -21669450.000000 Penalty: 5928.568848
	Iteration 139Q: 3 clusters Score -2.166945e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151063 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -21669450.000000 Penalty: 5928.568848
	Iteration 140F: 3 clusters Score -2.166945e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -106209.664062 Penalty: 1701.184448
	Iteration 0F: 2 clusters Score -106209.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -104511.460938 Penalty: 3402.368896
	Iteration 0F: 3 clusters Score -104511.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -105310.179688 Penalty: 3402.368896
	Iteration 1F: 3 clusters Score -105310.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -105929.234375 Penalty: 3402.368896
	Iteration 2F: 3 clusters Score -105929.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -106749.046875 Penalty: 3402.368896
	Iteration 3F: 3 clusters Score -106749 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -107257.742188 Penalty: 3402.368896
	Iteration 4F: 3 clusters Score -107257.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -107426.710938 Penalty: 3402.368896
	Iteration 5Q: 3 clusters Score -107426.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -107512.734375 Penalty: 3402.368896
	Iteration 6Q: 3 clusters Score -107512.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -107531.031250 Penalty: 3402.368896
	Iteration 7Q: 3 clusters Score -107531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -107547.726562 Penalty: 3402.368896
	Iteration 8Q: 3 clusters Score -107547.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -107569.062500 Penalty: 3402.368896
	Iteration 9Q: 3 clusters Score -107569.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -107572.875000 Penalty: 3402.368896
	Iteration 10Q: 3 clusters Score -107572.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -107573.695312 Penalty: 3402.368896
	Iteration 11Q: 3 clusters Score -107573.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -107574.226562 Penalty: 3402.368896
	Iteration 12F: 3 clusters Score -107574.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -107578.398438 Penalty: 3402.368896
	Iteration 13Q: 3 clusters Score -107578.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -107578.398438 Penalty: 3402.368896
	Iteration 14F: 3 clusters Score -107578.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159090 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 8087 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63505 members 
Mstep: Class 6 contains 128816 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2768 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2221 members 
Mstep: Class 11 contains 39692 members 
Mstep: Class 12 contains 3929 members 
Mstep: Class 13 contains 17904 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56603 members 
Mstep: Class 16 contains 176979 members 
Mstep: Class 17 contains 33898 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 81438 members 
Mstep: Class 20 contains 26378 members 
Mstep: Class 21 contains 155245 members 
Mstep: Class 22 contains 566 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 387 members 
Entering Unmasked Estep 
Score: -132700200.000000 Penalty: 81993.640625
Splitting cluster 22 changes total score from -132700464.000000 to -132700200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -27544.220703 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -27544.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -26407.091797 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -26407.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -26479.996094 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -26480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -26496.599609 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -26496.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -26503.035156 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -26503.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -26509.443359 Penalty: 2688.585449
	Iteration 4Q: 3 clusters Score -26509.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -26511.863281 Penalty: 2688.585449
	Iteration 5Q: 3 clusters Score -26511.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -26515.978516 Penalty: 2688.585449
	Iteration 6Q: 3 clusters Score -26515.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -26515.978516 Penalty: 2688.585449
	Iteration 7F: 3 clusters Score -26515.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159090 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 8087 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63505 members 
Mstep: Class 6 contains 128816 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2768 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2221 members 
Mstep: Class 11 contains 39692 members 
Mstep: Class 12 contains 3929 members 
Mstep: Class 13 contains 17904 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56603 members 
Mstep: Class 16 contains 176979 members 
Mstep: Class 17 contains 33898 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 81438 members 
Mstep: Class 20 contains 26378 members 
Mstep: Class 21 contains 155245 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132700616.000000 Penalty: 78577.234375
Iteration 159Q: 24 clusters Score -1.327006e+08 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159089 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 8081 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63502 members 
Mstep: Class 6 contains 128703 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2767 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2218 members 
Mstep: Class 11 contains 39685 members 
Mstep: Class 12 contains 3929 members 
Mstep: Class 13 contains 17898 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56604 members 
Mstep: Class 16 contains 176943 members 
Mstep: Class 17 contains 33865 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 81726 members 
Mstep: Class 20 contains 26381 members 
Mstep: Class 21 contains 155162 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132700832.000000 Penalty: 78577.234375
Iteration 160F: 24 clusters Score -1.327008e+08 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159060 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 8081 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63494 members 
Mstep: Class 6 contains 128595 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2766 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2217 members 
Mstep: Class 11 contains 39692 members 
Mstep: Class 12 contains 3929 members 
Mstep: Class 13 contains 17882 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56613 members 
Mstep: Class 16 contains 176920 members 
Mstep: Class 17 contains 33846 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 82019 members 
Mstep: Class 20 contains 26375 members 
Mstep: Class 21 contains 155064 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132700952.000000 Penalty: 78577.234375
Iteration 161Q: 24 clusters Score -1.32701e+08 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159030 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 8080 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63491 members 
Mstep: Class 6 contains 128493 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2766 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2217 members 
Mstep: Class 11 contains 39703 members 
Mstep: Class 12 contains 3928 members 
Mstep: Class 13 contains 17872 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56626 members 
Mstep: Class 16 contains 176902 members 
Mstep: Class 17 contains 33824 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 82271 members 
Mstep: Class 20 contains 26380 members 
Mstep: Class 21 contains 154970 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132700728.000000 Penalty: 78577.234375
Iteration 162Q: 24 clusters Score -1.327007e+08 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 158988 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 8078 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63480 members 
Mstep: Class 6 contains 128386 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2766 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2217 members 
Mstep: Class 11 contains 39718 members 
Mstep: Class 12 contains 3927 members 
Mstep: Class 13 contains 17868 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56644 members 
Mstep: Class 16 contains 176861 members 
Mstep: Class 17 contains 33802 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 82532 members 
Mstep: Class 20 contains 26373 members 
Mstep: Class 21 contains 154913 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132700952.000000 Penalty: 78577.234375
Iteration 163Q: 24 clusters Score -1.32701e+08 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 158967 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 8078 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63475 members 
Mstep: Class 6 contains 128250 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2767 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 39739 members 
Mstep: Class 12 contains 3927 members 
Mstep: Class 13 contains 17859 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56661 members 
Mstep: Class 16 contains 176813 members 
Mstep: Class 17 contains 33797 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 82792 members 
Mstep: Class 20 contains 26369 members 
Mstep: Class 21 contains 154844 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132701048.000000 Penalty: 78577.234375
Iteration 164Q: 24 clusters Score -1.32701e+08 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159004 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 8079 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63470 members 
Mstep: Class 6 contains 128114 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2769 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2216 members 
Mstep: Class 11 contains 39749 members 
Mstep: Class 12 contains 3928 members 
Mstep: Class 13 contains 17849 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56674 members 
Mstep: Class 16 contains 176783 members 
Mstep: Class 17 contains 33797 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 83043 members 
Mstep: Class 20 contains 26352 members 
Mstep: Class 21 contains 154726 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132701320.000000 Penalty: 78577.234375
Iteration 165Q: 24 clusters Score -1.327013e+08 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159053 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 8078 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63463 members 
Mstep: Class 6 contains 127986 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2770 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 39749 members 
Mstep: Class 12 contains 3928 members 
Mstep: Class 13 contains 17844 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56680 members 
Mstep: Class 16 contains 176738 members 
Mstep: Class 17 contains 33790 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 83299 members 
Mstep: Class 20 contains 26330 members 
Mstep: Class 21 contains 154630 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 166Q: 24 clusters Score -1.327013e+08 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159043 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 8080 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63472 members 
Mstep: Class 6 contains 127854 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2772 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 39764 members 
Mstep: Class 12 contains 3928 members 
Mstep: Class 13 contains 17843 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56691 members 
Mstep: Class 16 contains 176703 members 
Mstep: Class 17 contains 33781 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 83551 members 
Mstep: Class 20 contains 26320 members 
Mstep: Class 21 contains 154536 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 167Q: 24 clusters Score -1.327012e+08 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159103 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 8079 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63463 members 
Mstep: Class 6 contains 127762 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2772 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 39766 members 
Mstep: Class 12 contains 3928 members 
Mstep: Class 13 contains 17834 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56699 members 
Mstep: Class 16 contains 176644 members 
Mstep: Class 17 contains 33756 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 83778 members 
Mstep: Class 20 contains 26305 members 
Mstep: Class 21 contains 154450 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 168Q: 24 clusters Score -1.32701e+08 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159145 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 8080 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63469 members 
Mstep: Class 6 contains 127670 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2773 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 39764 members 
Mstep: Class 12 contains 3928 members 
Mstep: Class 13 contains 17827 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56698 members 
Mstep: Class 16 contains 176591 members 
Mstep: Class 17 contains 33731 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 83986 members 
Mstep: Class 20 contains 26296 members 
Mstep: Class 21 contains 154380 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 169Q: 24 clusters Score -1.32701e+08 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159210 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 8079 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63476 members 
Mstep: Class 6 contains 127577 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2774 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2217 members 
Mstep: Class 11 contains 39768 members 
Mstep: Class 12 contains 3928 members 
Mstep: Class 13 contains 17823 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56723 members 
Mstep: Class 16 contains 176504 members 
Mstep: Class 17 contains 33712 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 84196 members 
Mstep: Class 20 contains 26284 members 
Mstep: Class 21 contains 154282 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 170Q: 24 clusters Score -1.327008e+08 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159275 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 8075 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63484 members 
Mstep: Class 6 contains 127461 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2776 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2218 members 
Mstep: Class 11 contains 39776 members 
Mstep: Class 12 contains 3928 members 
Mstep: Class 13 contains 17812 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56705 members 
Mstep: Class 16 contains 176436 members 
Mstep: Class 17 contains 33698 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 84426 members 
Mstep: Class 20 contains 26280 members 
Mstep: Class 21 contains 154203 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 171Q: 24 clusters Score -1.327009e+08 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159303 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 8068 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63493 members 
Mstep: Class 6 contains 127347 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2776 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2217 members 
Mstep: Class 11 contains 39772 members 
Mstep: Class 12 contains 3929 members 
Mstep: Class 13 contains 17799 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56696 members 
Mstep: Class 16 contains 176362 members 
Mstep: Class 17 contains 33688 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 84653 members 
Mstep: Class 20 contains 26285 members 
Mstep: Class 21 contains 154165 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 172Q: 24 clusters Score -1.327011e+08 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159323 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 8070 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63494 members 
Mstep: Class 6 contains 127252 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2776 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 39773 members 
Mstep: Class 12 contains 3929 members 
Mstep: Class 13 contains 17782 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56710 members 
Mstep: Class 16 contains 176274 members 
Mstep: Class 17 contains 33688 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 84884 members 
Mstep: Class 20 contains 26288 members 
Mstep: Class 21 contains 154095 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 173Q: 24 clusters Score -1.327011e+08 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159314 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 8066 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63503 members 
Mstep: Class 6 contains 127158 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2777 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2216 members 
Mstep: Class 11 contains 39769 members 
Mstep: Class 12 contains 3929 members 
Mstep: Class 13 contains 17770 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56710 members 
Mstep: Class 16 contains 176214 members 
Mstep: Class 17 contains 33684 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 85127 members 
Mstep: Class 20 contains 26287 members 
Mstep: Class 21 contains 154029 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 174Q: 24 clusters Score -1.327012e+08 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159307 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 8065 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63517 members 
Mstep: Class 6 contains 127073 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2782 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2217 members 
Mstep: Class 11 contains 39762 members 
Mstep: Class 12 contains 3929 members 
Mstep: Class 13 contains 17746 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56698 members 
Mstep: Class 16 contains 176179 members 
Mstep: Class 17 contains 33688 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 85343 members 
Mstep: Class 20 contains 26292 members 
Mstep: Class 21 contains 153955 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 175Q: 24 clusters Score -1.327015e+08 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159303 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 8057 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63535 members 
Mstep: Class 6 contains 126975 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2782 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2218 members 
Mstep: Class 11 contains 39762 members 
Mstep: Class 12 contains 3929 members 
Mstep: Class 13 contains 17726 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56668 members 
Mstep: Class 16 contains 176120 members 
Mstep: Class 17 contains 33703 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 85590 members 
Mstep: Class 20 contains 26288 members 
Mstep: Class 21 contains 153897 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 176Q: 24 clusters Score -1.327017e+08 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159285 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 8053 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63547 members 
Mstep: Class 6 contains 126866 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2782 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2217 members 
Mstep: Class 11 contains 39757 members 
Mstep: Class 12 contains 3929 members 
Mstep: Class 13 contains 17711 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56661 members 
Mstep: Class 16 contains 176058 members 
Mstep: Class 17 contains 33719 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 85838 members 
Mstep: Class 20 contains 26284 members 
Mstep: Class 21 contains 153846 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 177Q: 24 clusters Score -1.327016e+08 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159305 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 8051 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63548 members 
Mstep: Class 6 contains 126755 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2783 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2217 members 
Mstep: Class 11 contains 39745 members 
Mstep: Class 12 contains 3929 members 
Mstep: Class 13 contains 17696 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56659 members 
Mstep: Class 16 contains 176001 members 
Mstep: Class 17 contains 33730 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 86105 members 
Mstep: Class 20 contains 26282 members 
Mstep: Class 21 contains 153747 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 178Q: 24 clusters Score -1.327014e+08 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159349 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 8047 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63553 members 
Mstep: Class 6 contains 126643 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2782 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2217 members 
Mstep: Class 11 contains 39728 members 
Mstep: Class 12 contains 3929 members 
Mstep: Class 13 contains 17682 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56652 members 
Mstep: Class 16 contains 175960 members 
Mstep: Class 17 contains 33727 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 86371 members 
Mstep: Class 20 contains 26275 members 
Mstep: Class 21 contains 153638 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 179Q: 24 clusters Score -1.327017e+08 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159377 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 8041 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63559 members 
Mstep: Class 6 contains 126544 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2783 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2217 members 
Mstep: Class 11 contains 39715 members 
Mstep: Class 12 contains 3929 members 
Mstep: Class 13 contains 17668 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56662 members 
Mstep: Class 16 contains 175904 members 
Mstep: Class 17 contains 33717 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 86644 members 
Mstep: Class 20 contains 26277 members 
Mstep: Class 21 contains 153516 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 180F: 24 clusters Score -1.327017e+08 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159422 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 8050 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63567 members 
Mstep: Class 6 contains 126402 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2785 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2217 members 
Mstep: Class 11 contains 39702 members 
Mstep: Class 12 contains 3929 members 
Mstep: Class 13 contains 17653 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56660 members 
Mstep: Class 16 contains 175848 members 
Mstep: Class 17 contains 33714 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 86930 members 
Mstep: Class 20 contains 26283 members 
Mstep: Class 21 contains 153391 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 181Q: 24 clusters Score -1.327019e+08 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159471 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 8049 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63569 members 
Mstep: Class 6 contains 126294 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2785 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2218 members 
Mstep: Class 11 contains 39688 members 
Mstep: Class 12 contains 3930 members 
Mstep: Class 13 contains 17643 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56653 members 
Mstep: Class 16 contains 175795 members 
Mstep: Class 17 contains 33722 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 87177 members 
Mstep: Class 20 contains 26287 members 
Mstep: Class 21 contains 153272 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 182Q: 24 clusters Score -1.327019e+08 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159536 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 8046 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63574 members 
Mstep: Class 6 contains 126174 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2785 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2220 members 
Mstep: Class 11 contains 39678 members 
Mstep: Class 12 contains 3931 members 
Mstep: Class 13 contains 17635 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56643 members 
Mstep: Class 16 contains 175773 members 
Mstep: Class 17 contains 33731 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 87380 members 
Mstep: Class 20 contains 26288 members 
Mstep: Class 21 contains 153160 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 183Q: 24 clusters Score -1.327018e+08 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159604 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 8048 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63578 members 
Mstep: Class 6 contains 126038 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2786 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2220 members 
Mstep: Class 11 contains 39672 members 
Mstep: Class 12 contains 3931 members 
Mstep: Class 13 contains 17622 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56637 members 
Mstep: Class 16 contains 175735 members 
Mstep: Class 17 contains 33749 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 87600 members 
Mstep: Class 20 contains 26295 members 
Mstep: Class 21 contains 153039 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 184Q: 24 clusters Score -1.327022e+08 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159663 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8048 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63582 members 
Mstep: Class 6 contains 125887 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2785 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2218 members 
Mstep: Class 11 contains 39664 members 
Mstep: Class 12 contains 3931 members 
Mstep: Class 13 contains 17611 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56634 members 
Mstep: Class 16 contains 175688 members 
Mstep: Class 17 contains 33770 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 87777 members 
Mstep: Class 20 contains 26308 members 
Mstep: Class 21 contains 152989 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 185Q: 24 clusters Score -1.327022e+08 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159654 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8044 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63583 members 
Mstep: Class 6 contains 125753 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2784 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2219 members 
Mstep: Class 11 contains 39667 members 
Mstep: Class 12 contains 3931 members 
Mstep: Class 13 contains 17600 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56620 members 
Mstep: Class 16 contains 175655 members 
Mstep: Class 17 contains 33799 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 87980 members 
Mstep: Class 20 contains 26318 members 
Mstep: Class 21 contains 152948 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 186Q: 24 clusters Score -1.327023e+08 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159651 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8041 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63588 members 
Mstep: Class 6 contains 125630 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2785 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2219 members 
Mstep: Class 11 contains 39671 members 
Mstep: Class 12 contains 3932 members 
Mstep: Class 13 contains 17583 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56606 members 
Mstep: Class 16 contains 175586 members 
Mstep: Class 17 contains 33818 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 88179 members 
Mstep: Class 20 contains 26328 members 
Mstep: Class 21 contains 152938 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 187Q: 24 clusters Score -1.327023e+08 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159668 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8039 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63590 members 
Mstep: Class 6 contains 125519 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2786 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2216 members 
Mstep: Class 11 contains 39674 members 
Mstep: Class 12 contains 3933 members 
Mstep: Class 13 contains 17572 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56578 members 
Mstep: Class 16 contains 175507 members 
Mstep: Class 17 contains 33845 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 88384 members 
Mstep: Class 20 contains 26343 members 
Mstep: Class 21 contains 152901 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 188Q: 24 clusters Score -1.327025e+08 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159677 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 8042 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63601 members 
Mstep: Class 6 contains 125402 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2786 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 39670 members 
Mstep: Class 12 contains 3933 members 
Mstep: Class 13 contains 17563 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56535 members 
Mstep: Class 16 contains 175434 members 
Mstep: Class 17 contains 33863 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 88609 members 
Mstep: Class 20 contains 26351 members 
Mstep: Class 21 contains 152873 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 189Q: 24 clusters Score -1.327023e+08 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159649 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 8040 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63610 members 
Mstep: Class 6 contains 125273 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2786 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 39678 members 
Mstep: Class 12 contains 3935 members 
Mstep: Class 13 contains 17555 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56488 members 
Mstep: Class 16 contains 175364 members 
Mstep: Class 17 contains 33870 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 88872 members 
Mstep: Class 20 contains 26353 members 
Mstep: Class 21 contains 152867 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 190Q: 24 clusters Score -1.327021e+08 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159659 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 8039 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63614 members 
Mstep: Class 6 contains 125169 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2786 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 39676 members 
Mstep: Class 12 contains 3935 members 
Mstep: Class 13 contains 17545 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56453 members 
Mstep: Class 16 contains 175296 members 
Mstep: Class 17 contains 33868 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 89084 members 
Mstep: Class 20 contains 26365 members 
Mstep: Class 21 contains 152850 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132701936.000000 Penalty: 78577.234375
Iteration 191Q: 24 clusters Score -1.327019e+08 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159669 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 8037 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63613 members 
Mstep: Class 6 contains 125058 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2786 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 39675 members 
Mstep: Class 12 contains 3935 members 
Mstep: Class 13 contains 17540 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56411 members 
Mstep: Class 16 contains 175232 members 
Mstep: Class 17 contains 33858 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 89312 members 
Mstep: Class 20 contains 26370 members 
Mstep: Class 21 contains 152843 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702216.000000 Penalty: 78577.234375
Iteration 192Q: 24 clusters Score -1.327022e+08 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159735 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8036 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63605 members 
Mstep: Class 6 contains 124932 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2786 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 39663 members 
Mstep: Class 12 contains 3936 members 
Mstep: Class 13 contains 17532 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56394 members 
Mstep: Class 16 contains 175141 members 
Mstep: Class 17 contains 33853 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 89498 members 
Mstep: Class 20 contains 26378 members 
Mstep: Class 21 contains 152851 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702320.000000 Penalty: 78577.234375
Iteration 193Q: 24 clusters Score -1.327023e+08 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159778 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8041 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63608 members 
Mstep: Class 6 contains 124794 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2786 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 39647 members 
Mstep: Class 12 contains 3938 members 
Mstep: Class 13 contains 17522 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56363 members 
Mstep: Class 16 contains 175085 members 
Mstep: Class 17 contains 33850 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 89670 members 
Mstep: Class 20 contains 26383 members 
Mstep: Class 21 contains 152876 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702264.000000 Penalty: 78577.234375
Iteration 194Q: 24 clusters Score -1.327023e+08 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159819 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8040 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63606 members 
Mstep: Class 6 contains 124650 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2787 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 39640 members 
Mstep: Class 12 contains 3938 members 
Mstep: Class 13 contains 17517 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56337 members 
Mstep: Class 16 contains 175025 members 
Mstep: Class 17 contains 33855 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 89858 members 
Mstep: Class 20 contains 26381 members 
Mstep: Class 21 contains 152888 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702392.000000 Penalty: 78577.234375
Iteration 195Q: 24 clusters Score -1.327024e+08 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159840 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8040 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63610 members 
Mstep: Class 6 contains 124528 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2786 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 39636 members 
Mstep: Class 12 contains 3938 members 
Mstep: Class 13 contains 17512 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56295 members 
Mstep: Class 16 contains 174916 members 
Mstep: Class 17 contains 33867 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 90083 members 
Mstep: Class 20 contains 26393 members 
Mstep: Class 21 contains 152899 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702448.000000 Penalty: 78577.234375
Iteration 196Q: 24 clusters Score -1.327024e+08 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159859 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8037 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63614 members 
Mstep: Class 6 contains 124404 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2786 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39631 members 
Mstep: Class 12 contains 3938 members 
Mstep: Class 13 contains 17505 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56254 members 
Mstep: Class 16 contains 174821 members 
Mstep: Class 17 contains 33898 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 90266 members 
Mstep: Class 20 contains 26405 members 
Mstep: Class 21 contains 152924 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702560.000000 Penalty: 78577.234375
Iteration 197Q: 24 clusters Score -1.327026e+08 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159853 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8035 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63614 members 
Mstep: Class 6 contains 124301 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2788 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 39634 members 
Mstep: Class 12 contains 3938 members 
Mstep: Class 13 contains 17501 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56217 members 
Mstep: Class 16 contains 174723 members 
Mstep: Class 17 contains 33929 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 90448 members 
Mstep: Class 20 contains 26420 members 
Mstep: Class 21 contains 152942 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702896.000000 Penalty: 78577.234375
Iteration 198Q: 24 clusters Score -1.327029e+08 nChanged 1011
Entering ConstructFrom: 
Score: -132702896.000000 Penalty: 78577.234375
Entering ConstructFrom: 
Trying to split cluster 1 (159867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159867 members 
Entering Unmasked Estep 
Score: -22320820.000000 Penalty: 2971.560303
	Iteration 0F: 2 clusters Score -2.232082e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79850 members 
Mstep: Class 2 contains 80017 members 
Entering Unmasked Estep 
Score: -22214720.000000 Penalty: 5943.120605
	Iteration 0F: 3 clusters Score -2.221472e+07 nChanged 76371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78319 members 
Mstep: Class 2 contains 81548 members 
Entering Unmasked Estep 
Score: -22259192.000000 Penalty: 5943.120605
	Iteration 1F: 3 clusters Score -2.225919e+07 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77036 members 
Mstep: Class 2 contains 82831 members 
Entering Unmasked Estep 
Score: -22260150.000000 Penalty: 5943.120605
	Iteration 2Q: 3 clusters Score -2.226015e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75104 members 
Mstep: Class 2 contains 84763 members 
Entering Unmasked Estep 
Score: -22261014.000000 Penalty: 5943.120605
	Iteration 3Q: 3 clusters Score -2.226101e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72219 members 
Mstep: Class 2 contains 87648 members 
Entering Unmasked Estep 
Score: -22262352.000000 Penalty: 5943.120605
	Iteration 4Q: 3 clusters Score -2.226235e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67966 members 
Mstep: Class 2 contains 91901 members 
Entering Unmasked Estep 
Score: -22264344.000000 Penalty: 5943.120605
	Iteration 5Q: 3 clusters Score -2.226434e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61908 members 
Mstep: Class 2 contains 97959 members 
Entering Unmasked Estep 
Score: -22267726.000000 Penalty: 5943.120605
	Iteration 6Q: 3 clusters Score -2.226773e+07 nChanged 9322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53534 members 
Mstep: Class 2 contains 106333 members 
Entering Unmasked Estep 
Score: -22273276.000000 Penalty: 5943.120605
	Iteration 7F: 3 clusters Score -2.227328e+07 nChanged 11244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43034 members 
Mstep: Class 2 contains 116833 members 
Entering Unmasked Estep 
Score: -22281636.000000 Penalty: 5943.120605
	Iteration 8F: 3 clusters Score -2.228164e+07 nChanged 11815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 127990 members 
Entering Unmasked Estep 
Score: -22292326.000000 Penalty: 5943.120605
	Iteration 9F: 3 clusters Score -2.229233e+07 nChanged 10212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 137530 members 
Entering Unmasked Estep 
Score: -22301868.000000 Penalty: 5943.120605
	Iteration 10F: 3 clusters Score -2.230187e+07 nChanged 7003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 143907 members 
Entering Unmasked Estep 
Score: -22308470.000000 Penalty: 5943.120605
	Iteration 11Q: 3 clusters Score -2.230847e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 147865 members 
Entering Unmasked Estep 
Score: -22312364.000000 Penalty: 5943.120605
	Iteration 12Q: 3 clusters Score -2.231236e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 150398 members 
Entering Unmasked Estep 
Score: -22314690.000000 Penalty: 5943.120605
	Iteration 13Q: 3 clusters Score -2.231469e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 152015 members 
Entering Unmasked Estep 
Score: -22316096.000000 Penalty: 5943.120605
	Iteration 14Q: 3 clusters Score -2.23161e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 153154 members 
Entering Unmasked Estep 
Score: -22317058.000000 Penalty: 5943.120605
	Iteration 15Q: 3 clusters Score -2.231706e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 153982 members 
Entering Unmasked Estep 
Score: -22317774.000000 Penalty: 5943.120605
	Iteration 16Q: 3 clusters Score -2.231777e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 154609 members 
Entering Unmasked Estep 
Score: -22318306.000000 Penalty: 5943.120605
	Iteration 17Q: 3 clusters Score -2.231831e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 155075 members 
Entering Unmasked Estep 
Score: -22318678.000000 Penalty: 5943.120605
	Iteration 18Q: 3 clusters Score -2.231868e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 155386 members 
Entering Unmasked Estep 
Score: -22318996.000000 Penalty: 5943.120605
	Iteration 19Q: 3 clusters Score -2.2319e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 155604 members 
Entering Unmasked Estep 
Score: -22319148.000000 Penalty: 5943.120605
	Iteration 20F: 3 clusters Score -2.231915e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 155755 members 
Entering Unmasked Estep 
Score: -22319328.000000 Penalty: 5943.120605
	Iteration 21Q: 3 clusters Score -2.231933e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 155897 members 
Entering Unmasked Estep 
Score: -22319412.000000 Penalty: 5943.120605
	Iteration 22Q: 3 clusters Score -2.231941e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 156004 members 
Entering Unmasked Estep 
Score: -22319522.000000 Penalty: 5943.120605
	Iteration 23Q: 3 clusters Score -2.231952e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 156101 members 
Entering Unmasked Estep 
Score: -22319538.000000 Penalty: 5943.120605
	Iteration 24Q: 3 clusters Score -2.231954e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 156173 members 
Entering Unmasked Estep 
Score: -22319566.000000 Penalty: 5943.120605
	Iteration 25Q: 3 clusters Score -2.231957e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 156234 members 
Entering Unmasked Estep 
Score: -22319626.000000 Penalty: 5943.120605
	Iteration 26Q: 3 clusters Score -2.231963e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 156280 members 
Entering Unmasked Estep 
Score: -22319660.000000 Penalty: 5943.120605
	Iteration 27Q: 3 clusters Score -2.231966e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 156316 members 
Entering Unmasked Estep 
Score: -22319676.000000 Penalty: 5943.120605
	Iteration 28Q: 3 clusters Score -2.231968e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 156358 members 
Entering Unmasked Estep 
Score: -22319718.000000 Penalty: 5943.120605
	Iteration 29Q: 3 clusters Score -2.231972e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 156391 members 
Entering Unmasked Estep 
Score: -22319728.000000 Penalty: 5943.120605
	Iteration 30Q: 3 clusters Score -2.231973e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 156414 members 
Entering Unmasked Estep 
Score: -22319774.000000 Penalty: 5943.120605
	Iteration 31Q: 3 clusters Score -2.231977e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 156433 members 
Entering Unmasked Estep 
Score: -22319782.000000 Penalty: 5943.120605
	Iteration 32Q: 3 clusters Score -2.231978e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 156451 members 
Entering Unmasked Estep 
Score: -22319802.000000 Penalty: 5943.120605
	Iteration 33Q: 3 clusters Score -2.23198e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 156472 members 
Entering Unmasked Estep 
Score: -22319792.000000 Penalty: 5943.120605
	Iteration 34Q: 3 clusters Score -2.231979e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 156490 members 
Entering Unmasked Estep 
Score: -22319792.000000 Penalty: 5943.120605
	Iteration 35Q: 3 clusters Score -2.231979e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 156499 members 
Entering Unmasked Estep 
Score: -22319794.000000 Penalty: 5943.120605
	Iteration 36Q: 3 clusters Score -2.231979e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 156505 members 
Entering Unmasked Estep 
Score: -22319794.000000 Penalty: 5943.120605
	Iteration 37Q: 3 clusters Score -2.231979e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 156507 members 
Entering Unmasked Estep 
Score: -22319806.000000 Penalty: 5943.120605
	Iteration 38Q: 3 clusters Score -2.231981e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 156510 members 
Entering Unmasked Estep 
Score: -22319806.000000 Penalty: 5943.120605
	Iteration 39Q: 3 clusters Score -2.231981e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 156514 members 
Entering Unmasked Estep 
Score: -22319788.000000 Penalty: 5943.120605
	Iteration 40F: 3 clusters Score -2.231979e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 156518 members 
Entering Unmasked Estep 
Score: -22319796.000000 Penalty: 5943.120605
	Iteration 41Q: 3 clusters Score -2.23198e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 156519 members 
Entering Unmasked Estep 
Score: -22319818.000000 Penalty: 5943.120605
	Iteration 42Q: 3 clusters Score -2.231982e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 156522 members 
Entering Unmasked Estep 
Score: -22319824.000000 Penalty: 5943.120605
	Iteration 43Q: 3 clusters Score -2.231982e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 156529 members 
Entering Unmasked Estep 
Score: -22319814.000000 Penalty: 5943.120605
	Iteration 44Q: 3 clusters Score -2.231981e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 156536 members 
Entering Unmasked Estep 
Score: -22319822.000000 Penalty: 5943.120605
	Iteration 45Q: 3 clusters Score -2.231982e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 156543 members 
Entering Unmasked Estep 
Score: -22319828.000000 Penalty: 5943.120605
	Iteration 46Q: 3 clusters Score -2.231983e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 156549 members 
Entering Unmasked Estep 
Score: -22319818.000000 Penalty: 5943.120605
	Iteration 47Q: 3 clusters Score -2.231982e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 156547 members 
Entering Unmasked Estep 
Score: -22319814.000000 Penalty: 5943.120605
	Iteration 48Q: 3 clusters Score -2.231981e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 156548 members 
Entering Unmasked Estep 
Score: -22319824.000000 Penalty: 5943.120605
	Iteration 49Q: 3 clusters Score -2.231982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 156548 members 
Entering Unmasked Estep 
Score: -22319808.000000 Penalty: 5943.120605
	Iteration 50Q: 3 clusters Score -2.231981e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 156552 members 
Entering Unmasked Estep 
Score: -22319824.000000 Penalty: 5943.120605
	Iteration 51Q: 3 clusters Score -2.231982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 156554 members 
Entering Unmasked Estep 
Score: -22319806.000000 Penalty: 5943.120605
	Iteration 52Q: 3 clusters Score -2.231981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 156556 members 
Entering Unmasked Estep 
Score: -22319802.000000 Penalty: 5943.120605
	Iteration 53Q: 3 clusters Score -2.23198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 156559 members 
Entering Unmasked Estep 
Score: -22319810.000000 Penalty: 5943.120605
	Iteration 54Q: 3 clusters Score -2.231981e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 156563 members 
Entering Unmasked Estep 
Score: -22319806.000000 Penalty: 5943.120605
	Iteration 55Q: 3 clusters Score -2.231981e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 156568 members 
Entering Unmasked Estep 
Score: -22319826.000000 Penalty: 5943.120605
	Iteration 56Q: 3 clusters Score -2.231983e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 156575 members 
Entering Unmasked Estep 
Score: -22319826.000000 Penalty: 5943.120605
	Iteration 57Q: 3 clusters Score -2.231983e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 156581 members 
Entering Unmasked Estep 
Score: -22319830.000000 Penalty: 5943.120605
	Iteration 58Q: 3 clusters Score -2.231983e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 156580 members 
Entering Unmasked Estep 
Score: -22319816.000000 Penalty: 5943.120605
	Iteration 59Q: 3 clusters Score -2.231982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 156578 members 
Entering Unmasked Estep 
Score: -22319816.000000 Penalty: 5943.120605
	Iteration 60F: 3 clusters Score -2.231982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 156580 members 
Entering Unmasked Estep 
Score: -22319822.000000 Penalty: 5943.120605
	Iteration 61Q: 3 clusters Score -2.231982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 156585 members 
Entering Unmasked Estep 
Score: -22319826.000000 Penalty: 5943.120605
	Iteration 62Q: 3 clusters Score -2.231983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 156586 members 
Entering Unmasked Estep 
Score: -22319820.000000 Penalty: 5943.120605
	Iteration 63Q: 3 clusters Score -2.231982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 156587 members 
Entering Unmasked Estep 
Score: -22319818.000000 Penalty: 5943.120605
	Iteration 64Q: 3 clusters Score -2.231982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 156587 members 
Entering Unmasked Estep 
Score: -22319810.000000 Penalty: 5943.120605
	Iteration 65Q: 3 clusters Score -2.231981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 156586 members 
Entering Unmasked Estep 
Score: -22319814.000000 Penalty: 5943.120605
	Iteration 66Q: 3 clusters Score -2.231981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 156583 members 
Entering Unmasked Estep 
Score: -22319806.000000 Penalty: 5943.120605
	Iteration 67Q: 3 clusters Score -2.231981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 156585 members 
Entering Unmasked Estep 
Score: -22319812.000000 Penalty: 5943.120605
	Iteration 68Q: 3 clusters Score -2.231981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 156585 members 
Entering Unmasked Estep 
Score: -22319814.000000 Penalty: 5943.120605
	Iteration 69Q: 3 clusters Score -2.231981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 156585 members 
Entering Unmasked Estep 
Score: -22319810.000000 Penalty: 5943.120605
	Iteration 70Q: 3 clusters Score -2.231981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 156588 members 
Entering Unmasked Estep 
Score: -22319786.000000 Penalty: 5943.120605
	Iteration 71Q: 3 clusters Score -2.231979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 156588 members 
Entering Unmasked Estep 
Score: -22319812.000000 Penalty: 5943.120605
	Iteration 72Q: 3 clusters Score -2.231981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 156587 members 
Entering Unmasked Estep 
Score: -22319792.000000 Penalty: 5943.120605
	Iteration 73Q: 3 clusters Score -2.231979e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 156590 members 
Entering Unmasked Estep 
Score: -22319812.000000 Penalty: 5943.120605
	Iteration 74Q: 3 clusters Score -2.231981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 156591 members 
Entering Unmasked Estep 
Score: -22319802.000000 Penalty: 5943.120605
	Iteration 75Q: 3 clusters Score -2.23198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 156596 members 
Entering Unmasked Estep 
Score: -22319782.000000 Penalty: 5943.120605
	Iteration 76Q: 3 clusters Score -2.231978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 156598 members 
Entering Unmasked Estep 
Score: -22319788.000000 Penalty: 5943.120605
	Iteration 77Q: 3 clusters Score -2.231979e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 156602 members 
Entering Unmasked Estep 
Score: -22319786.000000 Penalty: 5943.120605
	Iteration 78Q: 3 clusters Score -2.231979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 156605 members 
Entering Unmasked Estep 
Score: -22319784.000000 Penalty: 5943.120605
	Iteration 79Q: 3 clusters Score -2.231978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 156605 members 
Entering Unmasked Estep 
Score: -22319806.000000 Penalty: 5943.120605
	Iteration 80F: 3 clusters Score -2.231981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 156607 members 
Entering Unmasked Estep 
Score: -22319810.000000 Penalty: 5943.120605
	Iteration 81Q: 3 clusters Score -2.231981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 156608 members 
Entering Unmasked Estep 
Score: -22319816.000000 Penalty: 5943.120605
	Iteration 82Q: 3 clusters Score -2.231982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 156609 members 
Entering Unmasked Estep 
Score: -22319814.000000 Penalty: 5943.120605
	Iteration 83Q: 3 clusters Score -2.231981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 156611 members 
Entering Unmasked Estep 
Score: -22319802.000000 Penalty: 5943.120605
	Iteration 84Q: 3 clusters Score -2.23198e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 156611 members 
Entering Unmasked Estep 
Score: -22319802.000000 Penalty: 5943.120605
	Iteration 85F: 3 clusters Score -2.23198e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Entering Unmasked Estep 
Score: -83479.632812 Penalty: 1612.319824
	Iteration 0F: 2 clusters Score -83479.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -81874.507812 Penalty: 3224.639648
	Iteration 0F: 3 clusters Score -81874.51 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -82174.476562 Penalty: 3224.639648
	Iteration 1F: 3 clusters Score -82174.48 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -82325.906250 Penalty: 3224.639648
	Iteration 2F: 3 clusters Score -82325.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -82384.070312 Penalty: 3224.639648
	Iteration 3Q: 3 clusters Score -82384.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -82427.867188 Penalty: 3224.639648
	Iteration 4Q: 3 clusters Score -82427.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -82475.179688 Penalty: 3224.639648
	Iteration 5Q: 3 clusters Score -82475.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -82506.054688 Penalty: 3224.639648
	Iteration 6Q: 3 clusters Score -82506.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -82533.453125 Penalty: 3224.639648
	Iteration 7Q: 3 clusters Score -82533.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -82553.281250 Penalty: 3224.639648
	Iteration 8Q: 3 clusters Score -82553.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -82584.570312 Penalty: 3224.639648
	Iteration 9Q: 3 clusters Score -82584.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -82603.523438 Penalty: 3224.639648
	Iteration 10Q: 3 clusters Score -82603.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -82619.898438 Penalty: 3224.639648
	Iteration 11Q: 3 clusters Score -82619.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -82639.523438 Penalty: 3224.639648
	Iteration 12Q: 3 clusters Score -82639.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -82646.664062 Penalty: 3224.639648
	Iteration 13Q: 3 clusters Score -82646.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -82654.164062 Penalty: 3224.639648
	Iteration 14Q: 3 clusters Score -82654.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -82673.046875 Penalty: 3224.639648
	Iteration 15Q: 3 clusters Score -82673.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -82701.578125 Penalty: 3224.639648
	Iteration 16Q: 3 clusters Score -82701.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -82715.656250 Penalty: 3224.639648
	Iteration 17Q: 3 clusters Score -82715.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -82732.023438 Penalty: 3224.639648
	Iteration 18Q: 3 clusters Score -82732.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -82749.242188 Penalty: 3224.639648
	Iteration 19Q: 3 clusters Score -82749.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -82776.109375 Penalty: 3224.639648
	Iteration 20F: 3 clusters Score -82776.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -82795.000000 Penalty: 3224.639648
	Iteration 21Q: 3 clusters Score -82795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -82806.843750 Penalty: 3224.639648
	Iteration 22Q: 3 clusters Score -82806.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -82812.453125 Penalty: 3224.639648
	Iteration 23Q: 3 clusters Score -82812.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -82812.453125 Penalty: 3224.639648
	Iteration 24F: 3 clusters Score -82812.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Entering Unmasked Estep 
Score: -1085771.000000 Penalty: 2229.845703
	Iteration 0F: 2 clusters Score -1085771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1079397.500000 Penalty: 4459.691406
	Iteration 0F: 3 clusters Score -1079398 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1081320.250000 Penalty: 4459.691406
	Iteration 1F: 3 clusters Score -1081320 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1081683.625000 Penalty: 4459.691406
	Iteration 2F: 3 clusters Score -1081684 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1081926.750000 Penalty: 4459.691406
	Iteration 3F: 3 clusters Score -1081927 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1082131.375000 Penalty: 4459.691406
	Iteration 4Q: 3 clusters Score -1082131 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1082329.500000 Penalty: 4459.691406
	Iteration 5Q: 3 clusters Score -1082330 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1082535.500000 Penalty: 4459.691406
	Iteration 6Q: 3 clusters Score -1082536 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1082796.125000 Penalty: 4459.691406
	Iteration 7Q: 3 clusters Score -1082796 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1083072.625000 Penalty: 4459.691406
	Iteration 8Q: 3 clusters Score -1083073 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1083354.875000 Penalty: 4459.691406
	Iteration 9Q: 3 clusters Score -1083355 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1083591.750000 Penalty: 4459.691406
	Iteration 10Q: 3 clusters Score -1083592 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1083786.500000 Penalty: 4459.691406
	Iteration 11Q: 3 clusters Score -1083786 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1083962.125000 Penalty: 4459.691406
	Iteration 12Q: 3 clusters Score -1083962 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1084092.375000 Penalty: 4459.691406
	Iteration 13Q: 3 clusters Score -1084092 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1084169.375000 Penalty: 4459.691406
	Iteration 14Q: 3 clusters Score -1084169 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1084234.500000 Penalty: 4459.691406
	Iteration 15Q: 3 clusters Score -1084234 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1084282.000000 Penalty: 4459.691406
	Iteration 16Q: 3 clusters Score -1084282 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1084310.250000 Penalty: 4459.691406
	Iteration 17Q: 3 clusters Score -1084310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1084329.375000 Penalty: 4459.691406
	Iteration 18Q: 3 clusters Score -1084329 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1084347.375000 Penalty: 4459.691406
	Iteration 19Q: 3 clusters Score -1084347 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1084359.250000 Penalty: 4459.691406
	Iteration 20F: 3 clusters Score -1084359 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1084371.250000 Penalty: 4459.691406
	Iteration 21Q: 3 clusters Score -1084371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1084381.625000 Penalty: 4459.691406
	Iteration 22Q: 3 clusters Score -1084382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1084391.750000 Penalty: 4459.691406
	Iteration 23Q: 3 clusters Score -1084392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1084397.000000 Penalty: 4459.691406
	Iteration 24Q: 3 clusters Score -1084397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1084402.625000 Penalty: 4459.691406
	Iteration 25Q: 3 clusters Score -1084403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1084410.500000 Penalty: 4459.691406
	Iteration 26Q: 3 clusters Score -1084410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1084425.500000 Penalty: 4459.691406
	Iteration 27Q: 3 clusters Score -1084426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1084430.875000 Penalty: 4459.691406
	Iteration 28Q: 3 clusters Score -1084431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1084434.125000 Penalty: 4459.691406
	Iteration 29Q: 3 clusters Score -1084434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1084437.500000 Penalty: 4459.691406
	Iteration 30Q: 3 clusters Score -1084438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1084442.250000 Penalty: 4459.691406
	Iteration 31Q: 3 clusters Score -1084442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1084445.500000 Penalty: 4459.691406
	Iteration 32Q: 3 clusters Score -1084446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1084449.500000 Penalty: 4459.691406
	Iteration 33Q: 3 clusters Score -1084450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1084451.250000 Penalty: 4459.691406
	Iteration 34Q: 3 clusters Score -1084451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1084453.000000 Penalty: 4459.691406
	Iteration 35Q: 3 clusters Score -1084453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1084455.875000 Penalty: 4459.691406
	Iteration 36Q: 3 clusters Score -1084456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1084456.000000 Penalty: 4459.691406
	Iteration 37Q: 3 clusters Score -1084456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1084456.375000 Penalty: 4459.691406
	Iteration 38Q: 3 clusters Score -1084456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1084456.375000 Penalty: 4459.691406
	Iteration 39F: 3 clusters Score -1084456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -80229.398438 Penalty: 1586.024902
	Iteration 0F: 2 clusters Score -80229.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -78590.445312 Penalty: 3172.049805
	Iteration 0F: 3 clusters Score -78590.45 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -78779.125000 Penalty: 3172.049805
	Iteration 1F: 3 clusters Score -78779.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -78856.710938 Penalty: 3172.049805
	Iteration 2F: 3 clusters Score -78856.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -78921.742188 Penalty: 3172.049805
	Iteration 3Q: 3 clusters Score -78921.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -78967.453125 Penalty: 3172.049805
	Iteration 4Q: 3 clusters Score -78967.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -78991.320312 Penalty: 3172.049805
	Iteration 5Q: 3 clusters Score -78991.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -79013.820312 Penalty: 3172.049805
	Iteration 6Q: 3 clusters Score -79013.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -79027.265625 Penalty: 3172.049805
	Iteration 7Q: 3 clusters Score -79027.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -79045.562500 Penalty: 3172.049805
	Iteration 8Q: 3 clusters Score -79045.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -79052.273438 Penalty: 3172.049805
	Iteration 9Q: 3 clusters Score -79052.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -79057.742188 Penalty: 3172.049805
	Iteration 10Q: 3 clusters Score -79057.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -79064.382812 Penalty: 3172.049805
	Iteration 11Q: 3 clusters Score -79064.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -79066.179688 Penalty: 3172.049805
	Iteration 12Q: 3 clusters Score -79066.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -79068.773438 Penalty: 3172.049805
	Iteration 13Q: 3 clusters Score -79068.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -79071.984375 Penalty: 3172.049805
	Iteration 14Q: 3 clusters Score -79071.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -79077.781250 Penalty: 3172.049805
	Iteration 15Q: 3 clusters Score -79077.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -79089.296875 Penalty: 3172.049805
	Iteration 16Q: 3 clusters Score -79089.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -79098.531250 Penalty: 3172.049805
	Iteration 17Q: 3 clusters Score -79098.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -79108.617188 Penalty: 3172.049805
	Iteration 18Q: 3 clusters Score -79108.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -79111.492188 Penalty: 3172.049805
	Iteration 19Q: 3 clusters Score -79111.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -79111.492188 Penalty: 3172.049805
	Iteration 20F: 3 clusters Score -79111.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (63616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63616 members 
Entering Unmasked Estep 
Score: -8962081.000000 Penalty: 2743.033936
	Iteration 0F: 2 clusters Score -8962081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -8919377.000000 Penalty: 5486.067871
	Iteration 0F: 3 clusters Score -8919377 nChanged 29731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -8936038.000000 Penalty: 5486.067871
	Iteration 1F: 3 clusters Score -8936038 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
Score: -8936787.000000 Penalty: 5486.067871
	Iteration 2Q: 3 clusters Score -8936787 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -8937732.000000 Penalty: 5486.067871
	Iteration 3Q: 3 clusters Score -8937732 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -8939210.000000 Penalty: 5486.067871
	Iteration 4Q: 3 clusters Score -8939210 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 42877 members 
Entering Unmasked Estep 
Score: -8941469.000000 Penalty: 5486.067871
	Iteration 5F: 3 clusters Score -8941469 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -8944908.000000 Penalty: 5486.067871
	Iteration 6F: 3 clusters Score -8944908 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 52312 members 
Entering Unmasked Estep 
Score: -8949295.000000 Penalty: 5486.067871
	Iteration 7F: 3 clusters Score -8949295 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 57006 members 
Entering Unmasked Estep 
Score: -8953775.000000 Penalty: 5486.067871
	Iteration 8F: 3 clusters Score -8953775 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 60258 members 
Entering Unmasked Estep 
Score: -8956882.000000 Penalty: 5486.067871
	Iteration 9F: 3 clusters Score -8956882 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 61884 members 
Entering Unmasked Estep 
Score: -8958460.000000 Penalty: 5486.067871
	Iteration 10Q: 3 clusters Score -8958460 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 62603 members 
Entering Unmasked Estep 
Score: -8959220.000000 Penalty: 5486.067871
	Iteration 11Q: 3 clusters Score -8959220 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 62866 members 
Entering Unmasked Estep 
Score: -8959505.000000 Penalty: 5486.067871
	Iteration 12Q: 3 clusters Score -8959505 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 62979 members 
Entering Unmasked Estep 
Score: -8959642.000000 Penalty: 5486.067871
	Iteration 13Q: 3 clusters Score -8959642 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 63017 members 
Entering Unmasked Estep 
Score: -8959705.000000 Penalty: 5486.067871
	Iteration 14Q: 3 clusters Score -8959705 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 63034 members 
Entering Unmasked Estep 
Score: -8959763.000000 Penalty: 5486.067871
	Iteration 15Q: 3 clusters Score -8959763 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 63051 members 
Entering Unmasked Estep 
Score: -8959782.000000 Penalty: 5486.067871
	Iteration 16Q: 3 clusters Score -8959782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 63058 members 
Entering Unmasked Estep 
Score: -8959802.000000 Penalty: 5486.067871
	Iteration 17Q: 3 clusters Score -8959802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 63071 members 
Entering Unmasked Estep 
Score: -8959806.000000 Penalty: 5486.067871
	Iteration 18Q: 3 clusters Score -8959806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 63079 members 
Entering Unmasked Estep 
Score: -8959815.000000 Penalty: 5486.067871
	Iteration 19Q: 3 clusters Score -8959815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 63081 members 
Entering Unmasked Estep 
Score: -8959822.000000 Penalty: 5486.067871
	Iteration 20F: 3 clusters Score -8959822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 63081 members 
Entering Unmasked Estep 
Score: -8959813.000000 Penalty: 5486.067871
	Iteration 21Q: 3 clusters Score -8959813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 63081 members 
Entering Unmasked Estep 
Score: -8959813.000000 Penalty: 5486.067871
	Iteration 22F: 3 clusters Score -8959813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (124190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124190 members 
Entering Unmasked Estep 
Score: -17585648.000000 Penalty: 2908.932861
	Iteration 0F: 2 clusters Score -1.758565e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61955 members 
Mstep: Class 2 contains 62235 members 
Entering Unmasked Estep 
Score: -17506002.000000 Penalty: 5817.865723
	Iteration 0F: 3 clusters Score -1.7506e+07 nChanged 59177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59566 members 
Mstep: Class 2 contains 64624 members 
Entering Unmasked Estep 
Score: -17539820.000000 Penalty: 5817.865723
	Iteration 1F: 3 clusters Score -1.753982e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58158 members 
Mstep: Class 2 contains 66032 members 
Entering Unmasked Estep 
Score: -17540758.000000 Penalty: 5817.865723
	Iteration 2Q: 3 clusters Score -1.754076e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55953 members 
Mstep: Class 2 contains 68237 members 
Entering Unmasked Estep 
Score: -17541938.000000 Penalty: 5817.865723
	Iteration 3Q: 3 clusters Score -1.754194e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52628 members 
Mstep: Class 2 contains 71562 members 
Entering Unmasked Estep 
Score: -17544102.000000 Penalty: 5817.865723
	Iteration 4Q: 3 clusters Score -1.75441e+07 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47842 members 
Mstep: Class 2 contains 76348 members 
Entering Unmasked Estep 
Score: -17547272.000000 Penalty: 5817.865723
	Iteration 5Q: 3 clusters Score -1.754727e+07 nChanged 7245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 82725 members 
Entering Unmasked Estep 
Score: -17551520.000000 Penalty: 5817.865723
	Iteration 6F: 3 clusters Score -1.755152e+07 nChanged 8335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 90578 members 
Entering Unmasked Estep 
Score: -17557282.000000 Penalty: 5817.865723
	Iteration 7F: 3 clusters Score -1.755728e+07 nChanged 8965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 99251 members 
Entering Unmasked Estep 
Score: -17563860.000000 Penalty: 5817.865723
	Iteration 8F: 3 clusters Score -1.756386e+07 nChanged 8354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 107445 members 
Entering Unmasked Estep 
Score: -17569818.000000 Penalty: 5817.865723
	Iteration 9F: 3 clusters Score -1.756982e+07 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 113877 members 
Entering Unmasked Estep 
Score: -17574722.000000 Penalty: 5817.865723
	Iteration 10F: 3 clusters Score -1.757472e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 118271 members 
Entering Unmasked Estep 
Score: -17578146.000000 Penalty: 5817.865723
	Iteration 11Q: 3 clusters Score -1.757815e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 120862 members 
Entering Unmasked Estep 
Score: -17580224.000000 Penalty: 5817.865723
	Iteration 12Q: 3 clusters Score -1.758022e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 122246 members 
Entering Unmasked Estep 
Score: -17581346.000000 Penalty: 5817.865723
	Iteration 13Q: 3 clusters Score -1.758135e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 122975 members 
Entering Unmasked Estep 
Score: -17582004.000000 Penalty: 5817.865723
	Iteration 14Q: 3 clusters Score -1.7582e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 123344 members 
Entering Unmasked Estep 
Score: -17582362.000000 Penalty: 5817.865723
	Iteration 15Q: 3 clusters Score -1.758236e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 123552 members 
Entering Unmasked Estep 
Score: -17582622.000000 Penalty: 5817.865723
	Iteration 16Q: 3 clusters Score -1.758262e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 123655 members 
Entering Unmasked Estep 
Score: -17582770.000000 Penalty: 5817.865723
	Iteration 17Q: 3 clusters Score -1.758277e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 123716 members 
Entering Unmasked Estep 
Score: -17582868.000000 Penalty: 5817.865723
	Iteration 18Q: 3 clusters Score -1.758287e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 123751 members 
Entering Unmasked Estep 
Score: -17582922.000000 Penalty: 5817.865723
	Iteration 19Q: 3 clusters Score -1.758292e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 123776 members 
Entering Unmasked Estep 
Score: -17582964.000000 Penalty: 5817.865723
	Iteration 20F: 3 clusters Score -1.758296e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 123782 members 
Entering Unmasked Estep 
Score: -17582974.000000 Penalty: 5817.865723
	Iteration 21Q: 3 clusters Score -1.758297e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 123789 members 
Entering Unmasked Estep 
Score: -17582994.000000 Penalty: 5817.865723
	Iteration 22Q: 3 clusters Score -1.758299e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 123799 members 
Entering Unmasked Estep 
Score: -17582996.000000 Penalty: 5817.865723
	Iteration 23Q: 3 clusters Score -1.7583e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 123803 members 
Entering Unmasked Estep 
Score: -17583012.000000 Penalty: 5817.865723
	Iteration 24Q: 3 clusters Score -1.758301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 123806 members 
Entering Unmasked Estep 
Score: -17583016.000000 Penalty: 5817.865723
	Iteration 25Q: 3 clusters Score -1.758302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 123807 members 
Entering Unmasked Estep 
Score: -17583018.000000 Penalty: 5817.865723
	Iteration 26Q: 3 clusters Score -1.758302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 123808 members 
Entering Unmasked Estep 
Score: -17583020.000000 Penalty: 5817.865723
	Iteration 27Q: 3 clusters Score -1.758302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 123807 members 
Entering Unmasked Estep 
Score: -17583016.000000 Penalty: 5817.865723
	Iteration 28Q: 3 clusters Score -1.758302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 123808 members 
Entering Unmasked Estep 
Score: -17583020.000000 Penalty: 5817.865723
	Iteration 29Q: 3 clusters Score -1.758302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 123810 members 
Entering Unmasked Estep 
Score: -17583036.000000 Penalty: 5817.865723
	Iteration 30Q: 3 clusters Score -1.758304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 123813 members 
Entering Unmasked Estep 
Score: -17583048.000000 Penalty: 5817.865723
	Iteration 31Q: 3 clusters Score -1.758305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 123815 members 
Entering Unmasked Estep 
Score: -17583040.000000 Penalty: 5817.865723
	Iteration 32Q: 3 clusters Score -1.758304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 123816 members 
Entering Unmasked Estep 
Score: -17583046.000000 Penalty: 5817.865723
	Iteration 33Q: 3 clusters Score -1.758305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 123817 members 
Entering Unmasked Estep 
Score: -17583048.000000 Penalty: 5817.865723
	Iteration 34Q: 3 clusters Score -1.758305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 123817 members 
Entering Unmasked Estep 
Score: -17583052.000000 Penalty: 5817.865723
	Iteration 35Q: 3 clusters Score -1.758305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 123818 members 
Entering Unmasked Estep 
Score: -17583054.000000 Penalty: 5817.865723
	Iteration 36Q: 3 clusters Score -1.758305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 123821 members 
Entering Unmasked Estep 
Score: -17583068.000000 Penalty: 5817.865723
	Iteration 37Q: 3 clusters Score -1.758307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 123824 members 
Entering Unmasked Estep 
Score: -17583068.000000 Penalty: 5817.865723
	Iteration 38Q: 3 clusters Score -1.758307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 123825 members 
Entering Unmasked Estep 
Score: -17583054.000000 Penalty: 5817.865723
	Iteration 39Q: 3 clusters Score -1.758305e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 123825 members 
Entering Unmasked Estep 
Score: -17583054.000000 Penalty: 5817.865723
	Iteration 40F: 3 clusters Score -1.758305e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Entering Unmasked Estep 
Score: -88087.414062 Penalty: 1661.476196
	Iteration 0F: 2 clusters Score -88087.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -86458.328125 Penalty: 3322.952393
	Iteration 0F: 3 clusters Score -86458.33 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -87051.632812 Penalty: 3322.952393
	Iteration 1F: 3 clusters Score -87051.63 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -87606.687500 Penalty: 3322.952393
	Iteration 2F: 3 clusters Score -87606.69 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -88324.164062 Penalty: 3322.952393
	Iteration 3F: 3 clusters Score -88324.16 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -88924.914062 Penalty: 3322.952393
	Iteration 4F: 3 clusters Score -88924.91 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -89281.937500 Penalty: 3322.952393
	Iteration 5F: 3 clusters Score -89281.94 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -89402.414062 Penalty: 3322.952393
	Iteration 6Q: 3 clusters Score -89402.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -89495.343750 Penalty: 3322.952393
	Iteration 7Q: 3 clusters Score -89495.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -89545.070312 Penalty: 3322.952393
	Iteration 8Q: 3 clusters Score -89545.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -89568.312500 Penalty: 3322.952393
	Iteration 9Q: 3 clusters Score -89568.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -89570.273438 Penalty: 3322.952393
	Iteration 10Q: 3 clusters Score -89570.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -89570.273438 Penalty: 3322.952393
	Iteration 11F: 3 clusters Score -89570.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159867 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8033 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63616 members 
Mstep: Class 6 contains 124190 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 2790 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2210 members 
Mstep: Class 11 contains 39627 members 
Mstep: Class 12 contains 3938 members 
Mstep: Class 13 contains 17491 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56192 members 
Mstep: Class 16 contains 174640 members 
Mstep: Class 17 contains 33956 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 90626 members 
Mstep: Class 20 contains 26425 members 
Mstep: Class 21 contains 152954 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 609 members 
Entering Unmasked Estep 
Score: -132702712.000000 Penalty: 81993.640625
Splitting cluster 7 changes total score from -132702896.000000 to -132702712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Entering Unmasked Estep 
Score: -371997.750000 Penalty: 1967.581665
	Iteration 0F: 2 clusters Score -371997.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -368860.250000 Penalty: 3935.163330
	Iteration 0F: 3 clusters Score -368860.2 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -369460.781250 Penalty: 3935.163330
	Iteration 1F: 3 clusters Score -369460.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -369642.093750 Penalty: 3935.163330
	Iteration 2F: 3 clusters Score -369642.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -369746.343750 Penalty: 3935.163330
	Iteration 3F: 3 clusters Score -369746.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -369812.031250 Penalty: 3935.163330
	Iteration 4Q: 3 clusters Score -369812 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -369855.531250 Penalty: 3935.163330
	Iteration 5Q: 3 clusters Score -369855.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -369882.343750 Penalty: 3935.163330
	Iteration 6Q: 3 clusters Score -369882.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -369907.093750 Penalty: 3935.163330
	Iteration 7Q: 3 clusters Score -369907.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -369933.468750 Penalty: 3935.163330
	Iteration 8Q: 3 clusters Score -369933.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -369961.312500 Penalty: 3935.163330
	Iteration 9Q: 3 clusters Score -369961.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -369981.781250 Penalty: 3935.163330
	Iteration 10Q: 3 clusters Score -369981.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -369999.093750 Penalty: 3935.163330
	Iteration 11Q: 3 clusters Score -369999.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -370011.656250 Penalty: 3935.163330
	Iteration 12Q: 3 clusters Score -370011.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -370025.718750 Penalty: 3935.163330
	Iteration 13Q: 3 clusters Score -370025.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -370039.875000 Penalty: 3935.163330
	Iteration 14Q: 3 clusters Score -370039.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -370053.906250 Penalty: 3935.163330
	Iteration 15Q: 3 clusters Score -370053.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -370074.281250 Penalty: 3935.163330
	Iteration 16Q: 3 clusters Score -370074.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -370101.593750 Penalty: 3935.163330
	Iteration 17Q: 3 clusters Score -370101.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -370141.437500 Penalty: 3935.163330
	Iteration 18Q: 3 clusters Score -370141.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -370196.187500 Penalty: 3935.163330
	Iteration 19Q: 3 clusters Score -370196.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -370275.875000 Penalty: 3935.163330
	Iteration 20F: 3 clusters Score -370275.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -370368.062500 Penalty: 3935.163330
	Iteration 21Q: 3 clusters Score -370368.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -370461.062500 Penalty: 3935.163330
	Iteration 22Q: 3 clusters Score -370461.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -370535.156250 Penalty: 3935.163330
	Iteration 23Q: 3 clusters Score -370535.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -370570.875000 Penalty: 3935.163330
	Iteration 24Q: 3 clusters Score -370570.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -370588.875000 Penalty: 3935.163330
	Iteration 25Q: 3 clusters Score -370588.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -370604.781250 Penalty: 3935.163330
	Iteration 26Q: 3 clusters Score -370604.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -370623.968750 Penalty: 3935.163330
	Iteration 27Q: 3 clusters Score -370624 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -370645.062500 Penalty: 3935.163330
	Iteration 28Q: 3 clusters Score -370645.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -370665.656250 Penalty: 3935.163330
	Iteration 29Q: 3 clusters Score -370665.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -370683.531250 Penalty: 3935.163330
	Iteration 30Q: 3 clusters Score -370683.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -370702.406250 Penalty: 3935.163330
	Iteration 31Q: 3 clusters Score -370702.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -370722.625000 Penalty: 3935.163330
	Iteration 32Q: 3 clusters Score -370722.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -370740.156250 Penalty: 3935.163330
	Iteration 33Q: 3 clusters Score -370740.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -370764.781250 Penalty: 3935.163330
	Iteration 34Q: 3 clusters Score -370764.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -370796.531250 Penalty: 3935.163330
	Iteration 35Q: 3 clusters Score -370796.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -370826.031250 Penalty: 3935.163330
	Iteration 36Q: 3 clusters Score -370826 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -370859.531250 Penalty: 3935.163330
	Iteration 37Q: 3 clusters Score -370859.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -370893.625000 Penalty: 3935.163330
	Iteration 38Q: 3 clusters Score -370893.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -370933.375000 Penalty: 3935.163330
	Iteration 39Q: 3 clusters Score -370933.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -370977.281250 Penalty: 3935.163330
	Iteration 40F: 3 clusters Score -370977.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -371018.343750 Penalty: 3935.163330
	Iteration 41Q: 3 clusters Score -371018.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -371053.312500 Penalty: 3935.163330
	Iteration 42Q: 3 clusters Score -371053.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -371090.875000 Penalty: 3935.163330
	Iteration 43Q: 3 clusters Score -371090.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -371122.343750 Penalty: 3935.163330
	Iteration 44Q: 3 clusters Score -371122.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -371152.531250 Penalty: 3935.163330
	Iteration 45Q: 3 clusters Score -371152.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -371180.343750 Penalty: 3935.163330
	Iteration 46Q: 3 clusters Score -371180.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -371215.031250 Penalty: 3935.163330
	Iteration 47Q: 3 clusters Score -371215 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -371241.406250 Penalty: 3935.163330
	Iteration 48Q: 3 clusters Score -371241.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -371254.875000 Penalty: 3935.163330
	Iteration 49Q: 3 clusters Score -371254.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -371266.281250 Penalty: 3935.163330
	Iteration 50Q: 3 clusters Score -371266.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -371273.625000 Penalty: 3935.163330
	Iteration 51Q: 3 clusters Score -371273.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -371278.187500 Penalty: 3935.163330
	Iteration 52Q: 3 clusters Score -371278.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -371282.593750 Penalty: 3935.163330
	Iteration 53Q: 3 clusters Score -371282.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -371283.687500 Penalty: 3935.163330
	Iteration 54Q: 3 clusters Score -371283.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -371283.687500 Penalty: 3935.163330
	Iteration 55F: 3 clusters Score -371283.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -58996.222656 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -58996.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -57502.796875 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -57502.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -57703.382812 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -57703.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -57805.781250 Penalty: 3092.267822
	Iteration 2F: 3 clusters Score -57805.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -57903.339844 Penalty: 3092.267822
	Iteration 3Q: 3 clusters Score -57903.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -58053.980469 Penalty: 3092.267822
	Iteration 4Q: 3 clusters Score -58053.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -58142.757812 Penalty: 3092.267822
	Iteration 5Q: 3 clusters Score -58142.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -58280.507812 Penalty: 3092.267822
	Iteration 6Q: 3 clusters Score -58280.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -58419.683594 Penalty: 3092.267822
	Iteration 7Q: 3 clusters Score -58419.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -58553.558594 Penalty: 3092.267822
	Iteration 8Q: 3 clusters Score -58553.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -58660.816406 Penalty: 3092.267822
	Iteration 9Q: 3 clusters Score -58660.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -58778.542969 Penalty: 3092.267822
	Iteration 10Q: 3 clusters Score -58778.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -58985.304688 Penalty: 3092.267822
	Iteration 11Q: 3 clusters Score -58985.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -59105.429688 Penalty: 3092.267822
	Iteration 12Q: 3 clusters Score -59105.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -59160.585938 Penalty: 3092.267822
	Iteration 13Q: 3 clusters Score -59160.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -59197.812500 Penalty: 3092.267822
	Iteration 14Q: 3 clusters Score -59197.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -59209.875000 Penalty: 3092.267822
	Iteration 15Q: 3 clusters Score -59209.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -59215.621094 Penalty: 3092.267822
	Iteration 16Q: 3 clusters Score -59215.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -59225.472656 Penalty: 3092.267822
	Iteration 17F: 3 clusters Score -59225.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -59262.304688 Penalty: 3092.267822
	Iteration 18Q: 3 clusters Score -59262.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -59269.582031 Penalty: 3092.267822
	Iteration 19Q: 3 clusters Score -59269.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -59273.312500 Penalty: 3092.267822
	Iteration 20F: 3 clusters Score -59273.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -59286.843750 Penalty: 3092.267822
	Iteration 21Q: 3 clusters Score -59286.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -59319.980469 Penalty: 3092.267822
	Iteration 22Q: 3 clusters Score -59319.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -59319.980469 Penalty: 3092.267822
	Iteration 23F: 3 clusters Score -59319.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159867 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8033 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63616 members 
Mstep: Class 6 contains 124190 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2790 members 
Mstep: Class 9 contains 260 members 
Mstep: Class 10 contains 2210 members 
Mstep: Class 11 contains 39627 members 
Mstep: Class 12 contains 3938 members 
Mstep: Class 13 contains 17491 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56192 members 
Mstep: Class 16 contains 174640 members 
Mstep: Class 17 contains 33956 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 90626 members 
Mstep: Class 20 contains 26425 members 
Mstep: Class 21 contains 152954 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 250 members 
Entering Unmasked Estep 
Score: -132701400.000000 Penalty: 81993.640625
Splitting cluster 9 changes total score from -132702896.000000 to -132701400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (2210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Entering Unmasked Estep 
Score: -304336.343750 Penalty: 1909.785522
	Iteration 0F: 2 clusters Score -304336.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -301548.562500 Penalty: 3819.571045
	Iteration 0F: 3 clusters Score -301548.6 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -302024.812500 Penalty: 3819.571045
	Iteration 1F: 3 clusters Score -302024.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -302144.593750 Penalty: 3819.571045
	Iteration 2F: 3 clusters Score -302144.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -302223.468750 Penalty: 3819.571045
	Iteration 3Q: 3 clusters Score -302223.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -302274.406250 Penalty: 3819.571045
	Iteration 4Q: 3 clusters Score -302274.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -302309.593750 Penalty: 3819.571045
	Iteration 5Q: 3 clusters Score -302309.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -302336.218750 Penalty: 3819.571045
	Iteration 6Q: 3 clusters Score -302336.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -302360.062500 Penalty: 3819.571045
	Iteration 7Q: 3 clusters Score -302360.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -302378.406250 Penalty: 3819.571045
	Iteration 8Q: 3 clusters Score -302378.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -302394.218750 Penalty: 3819.571045
	Iteration 9Q: 3 clusters Score -302394.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -302408.125000 Penalty: 3819.571045
	Iteration 10Q: 3 clusters Score -302408.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -302419.562500 Penalty: 3819.571045
	Iteration 11Q: 3 clusters Score -302419.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -302427.562500 Penalty: 3819.571045
	Iteration 12Q: 3 clusters Score -302427.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -302430.312500 Penalty: 3819.571045
	Iteration 13Q: 3 clusters Score -302430.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -302430.875000 Penalty: 3819.571045
	Iteration 14Q: 3 clusters Score -302430.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -302432.093750 Penalty: 3819.571045
	Iteration 15Q: 3 clusters Score -302432.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -302432.968750 Penalty: 3819.571045
	Iteration 16Q: 3 clusters Score -302433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -302433.281250 Penalty: 3819.571045
	Iteration 17Q: 3 clusters Score -302433.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -302435.218750 Penalty: 3819.571045
	Iteration 18Q: 3 clusters Score -302435.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -302435.656250 Penalty: 3819.571045
	Iteration 19Q: 3 clusters Score -302435.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -302436.343750 Penalty: 3819.571045
	Iteration 20F: 3 clusters Score -302436.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -302437.406250 Penalty: 3819.571045
	Iteration 21Q: 3 clusters Score -302437.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -302437.406250 Penalty: 3819.571045
	Iteration 22F: 3 clusters Score -302437.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39627 members 
Entering Unmasked Estep 
Score: -5430984.500000 Penalty: 2625.641846
	Iteration 0F: 2 clusters Score -5430984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -5404144.000000 Penalty: 5251.283691
	Iteration 0F: 3 clusters Score -5404144 nChanged 18000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -5413908.500000 Penalty: 5251.283691
	Iteration 1F: 3 clusters Score -5413908 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -5414419.500000 Penalty: 5251.283691
	Iteration 2Q: 3 clusters Score -5414420 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -5414929.500000 Penalty: 5251.283691
	Iteration 3Q: 3 clusters Score -5414930 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -5415521.000000 Penalty: 5251.283691
	Iteration 4Q: 3 clusters Score -5415521 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -5416158.500000 Penalty: 5251.283691
	Iteration 5Q: 3 clusters Score -5416158 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -5416983.000000 Penalty: 5251.283691
	Iteration 6Q: 3 clusters Score -5416983 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -5418027.000000 Penalty: 5251.283691
	Iteration 7Q: 3 clusters Score -5418027 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -5419436.000000 Penalty: 5251.283691
	Iteration 8F: 3 clusters Score -5419436 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -5421323.000000 Penalty: 5251.283691
	Iteration 9F: 3 clusters Score -5421323 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -5423391.000000 Penalty: 5251.283691
	Iteration 10F: 3 clusters Score -5423391 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -5425173.000000 Penalty: 5251.283691
	Iteration 11F: 3 clusters Score -5425173 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -5426538.000000 Penalty: 5251.283691
	Iteration 12Q: 3 clusters Score -5426538 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37211 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -5427477.500000 Penalty: 5251.283691
	Iteration 13Q: 3 clusters Score -5427478 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -5428000.500000 Penalty: 5251.283691
	Iteration 14Q: 3 clusters Score -5428000 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -5428282.500000 Penalty: 5251.283691
	Iteration 15Q: 3 clusters Score -5428282 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -5428456.500000 Penalty: 5251.283691
	Iteration 16Q: 3 clusters Score -5428456 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5428573.500000 Penalty: 5251.283691
	Iteration 17Q: 3 clusters Score -5428574 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -5428670.000000 Penalty: 5251.283691
	Iteration 18Q: 3 clusters Score -5428670 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38485 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -5428723.000000 Penalty: 5251.283691
	Iteration 19Q: 3 clusters Score -5428723 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38533 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -5428774.500000 Penalty: 5251.283691
	Iteration 20F: 3 clusters Score -5428774 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38581 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -5428807.000000 Penalty: 5251.283691
	Iteration 21Q: 3 clusters Score -5428807 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5428823.000000 Penalty: 5251.283691
	Iteration 22Q: 3 clusters Score -5428823 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5428842.000000 Penalty: 5251.283691
	Iteration 23Q: 3 clusters Score -5428842 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -5428860.500000 Penalty: 5251.283691
	Iteration 24Q: 3 clusters Score -5428860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -5428873.500000 Penalty: 5251.283691
	Iteration 25Q: 3 clusters Score -5428874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38646 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -5428882.500000 Penalty: 5251.283691
	Iteration 26Q: 3 clusters Score -5428882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38651 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5428895.000000 Penalty: 5251.283691
	Iteration 27Q: 3 clusters Score -5428895 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -5428903.500000 Penalty: 5251.283691
	Iteration 28Q: 3 clusters Score -5428904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38663 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -5428907.500000 Penalty: 5251.283691
	Iteration 29Q: 3 clusters Score -5428908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38672 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5428913.000000 Penalty: 5251.283691
	Iteration 30Q: 3 clusters Score -5428913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38677 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -5428922.000000 Penalty: 5251.283691
	Iteration 31Q: 3 clusters Score -5428922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5428924.500000 Penalty: 5251.283691
	Iteration 32Q: 3 clusters Score -5428924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5428931.000000 Penalty: 5251.283691
	Iteration 33Q: 3 clusters Score -5428931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38693 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -5428946.000000 Penalty: 5251.283691
	Iteration 34Q: 3 clusters Score -5428946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -5428945.500000 Penalty: 5251.283691
	Iteration 35Q: 3 clusters Score -5428946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -5428946.500000 Penalty: 5251.283691
	Iteration 36Q: 3 clusters Score -5428946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -5428949.000000 Penalty: 5251.283691
	Iteration 37Q: 3 clusters Score -5428949 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38693 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -5428967.000000 Penalty: 5251.283691
	Iteration 38Q: 3 clusters Score -5428967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -5428962.000000 Penalty: 5251.283691
	Iteration 39Q: 3 clusters Score -5428962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38692 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -5428966.000000 Penalty: 5251.283691
	Iteration 40F: 3 clusters Score -5428966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -5428971.000000 Penalty: 5251.283691
	Iteration 41Q: 3 clusters Score -5428971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38699 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -5428979.000000 Penalty: 5251.283691
	Iteration 42Q: 3 clusters Score -5428979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38699 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -5428977.500000 Penalty: 5251.283691
	Iteration 43Q: 3 clusters Score -5428978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -5428977.500000 Penalty: 5251.283691
	Iteration 44Q: 3 clusters Score -5428978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -5428973.000000 Penalty: 5251.283691
	Iteration 45Q: 3 clusters Score -5428973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -5428976.500000 Penalty: 5251.283691
	Iteration 46Q: 3 clusters Score -5428976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -5428980.000000 Penalty: 5251.283691
	Iteration 47Q: 3 clusters Score -5428980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -5428984.000000 Penalty: 5251.283691
	Iteration 48Q: 3 clusters Score -5428984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -5428984.000000 Penalty: 5251.283691
	Iteration 49F: 3 clusters Score -5428984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Entering Unmasked Estep 
Score: -542998.437500 Penalty: 2053.050049
	Iteration 0F: 2 clusters Score -542998.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -539181.062500 Penalty: 4106.100098
	Iteration 0F: 3 clusters Score -539181.1 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -540004.937500 Penalty: 4106.100098
	Iteration 1F: 3 clusters Score -540004.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -540168.250000 Penalty: 4106.100098
	Iteration 2F: 3 clusters Score -540168.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -540292.250000 Penalty: 4106.100098
	Iteration 3Q: 3 clusters Score -540292.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -540382.062500 Penalty: 4106.100098
	Iteration 4Q: 3 clusters Score -540382.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -540439.187500 Penalty: 4106.100098
	Iteration 5Q: 3 clusters Score -540439.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -540484.687500 Penalty: 4106.100098
	Iteration 6Q: 3 clusters Score -540484.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -540526.062500 Penalty: 4106.100098
	Iteration 7Q: 3 clusters Score -540526.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -540566.312500 Penalty: 4106.100098
	Iteration 8Q: 3 clusters Score -540566.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -540604.000000 Penalty: 4106.100098
	Iteration 9Q: 3 clusters Score -540604 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -540630.250000 Penalty: 4106.100098
	Iteration 10Q: 3 clusters Score -540630.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -540651.437500 Penalty: 4106.100098
	Iteration 11Q: 3 clusters Score -540651.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -540669.250000 Penalty: 4106.100098
	Iteration 12Q: 3 clusters Score -540669.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -540681.250000 Penalty: 4106.100098
	Iteration 13Q: 3 clusters Score -540681.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -540690.375000 Penalty: 4106.100098
	Iteration 14Q: 3 clusters Score -540690.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -540702.312500 Penalty: 4106.100098
	Iteration 15Q: 3 clusters Score -540702.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -540714.437500 Penalty: 4106.100098
	Iteration 16Q: 3 clusters Score -540714.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -540733.875000 Penalty: 4106.100098
	Iteration 17Q: 3 clusters Score -540733.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -540763.687500 Penalty: 4106.100098
	Iteration 18Q: 3 clusters Score -540763.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -540802.250000 Penalty: 4106.100098
	Iteration 19Q: 3 clusters Score -540802.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -540835.937500 Penalty: 4106.100098
	Iteration 20F: 3 clusters Score -540835.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -540866.250000 Penalty: 4106.100098
	Iteration 21Q: 3 clusters Score -540866.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -540902.000000 Penalty: 4106.100098
	Iteration 22Q: 3 clusters Score -540902 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -540942.625000 Penalty: 4106.100098
	Iteration 23Q: 3 clusters Score -540942.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -540991.375000 Penalty: 4106.100098
	Iteration 24Q: 3 clusters Score -540991.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -541034.062500 Penalty: 4106.100098
	Iteration 25Q: 3 clusters Score -541034.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -541077.312500 Penalty: 4106.100098
	Iteration 26Q: 3 clusters Score -541077.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -541115.187500 Penalty: 4106.100098
	Iteration 27Q: 3 clusters Score -541115.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -541149.250000 Penalty: 4106.100098
	Iteration 28Q: 3 clusters Score -541149.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -541195.625000 Penalty: 4106.100098
	Iteration 29Q: 3 clusters Score -541195.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -541241.625000 Penalty: 4106.100098
	Iteration 30Q: 3 clusters Score -541241.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -541285.937500 Penalty: 4106.100098
	Iteration 31Q: 3 clusters Score -541285.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -541321.312500 Penalty: 4106.100098
	Iteration 32Q: 3 clusters Score -541321.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -541361.562500 Penalty: 4106.100098
	Iteration 33Q: 3 clusters Score -541361.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -541391.500000 Penalty: 4106.100098
	Iteration 34Q: 3 clusters Score -541391.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -541419.250000 Penalty: 4106.100098
	Iteration 35Q: 3 clusters Score -541419.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -541449.562500 Penalty: 4106.100098
	Iteration 36Q: 3 clusters Score -541449.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -541473.187500 Penalty: 4106.100098
	Iteration 37Q: 3 clusters Score -541473.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -541500.125000 Penalty: 4106.100098
	Iteration 38Q: 3 clusters Score -541500.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -541517.500000 Penalty: 4106.100098
	Iteration 39Q: 3 clusters Score -541517.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -541536.437500 Penalty: 4106.100098
	Iteration 40F: 3 clusters Score -541536.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -541563.187500 Penalty: 4106.100098
	Iteration 41Q: 3 clusters Score -541563.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -541597.562500 Penalty: 4106.100098
	Iteration 42Q: 3 clusters Score -541597.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -541623.812500 Penalty: 4106.100098
	Iteration 43Q: 3 clusters Score -541623.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -541648.062500 Penalty: 4106.100098
	Iteration 44Q: 3 clusters Score -541648.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -541674.250000 Penalty: 4106.100098
	Iteration 45Q: 3 clusters Score -541674.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -541702.375000 Penalty: 4106.100098
	Iteration 46Q: 3 clusters Score -541702.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -541732.250000 Penalty: 4106.100098
	Iteration 47Q: 3 clusters Score -541732.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -541771.562500 Penalty: 4106.100098
	Iteration 48Q: 3 clusters Score -541771.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -541810.187500 Penalty: 4106.100098
	Iteration 49Q: 3 clusters Score -541810.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -541861.875000 Penalty: 4106.100098
	Iteration 50Q: 3 clusters Score -541861.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -541919.375000 Penalty: 4106.100098
	Iteration 51Q: 3 clusters Score -541919.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -542000.437500 Penalty: 4106.100098
	Iteration 52Q: 3 clusters Score -542000.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -542113.250000 Penalty: 4106.100098
	Iteration 53Q: 3 clusters Score -542113.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -542205.000000 Penalty: 4106.100098
	Iteration 54Q: 3 clusters Score -542205 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -542278.625000 Penalty: 4106.100098
	Iteration 55Q: 3 clusters Score -542278.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -542325.562500 Penalty: 4106.100098
	Iteration 56Q: 3 clusters Score -542325.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -542348.750000 Penalty: 4106.100098
	Iteration 57Q: 3 clusters Score -542348.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -542362.437500 Penalty: 4106.100098
	Iteration 58Q: 3 clusters Score -542362.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -542376.750000 Penalty: 4106.100098
	Iteration 59Q: 3 clusters Score -542376.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -542387.062500 Penalty: 4106.100098
	Iteration 60F: 3 clusters Score -542387.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -542399.875000 Penalty: 4106.100098
	Iteration 61Q: 3 clusters Score -542399.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -542409.687500 Penalty: 4106.100098
	Iteration 62Q: 3 clusters Score -542409.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -542418.875000 Penalty: 4106.100098
	Iteration 63Q: 3 clusters Score -542418.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -542422.250000 Penalty: 4106.100098
	Iteration 64Q: 3 clusters Score -542422.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -542427.625000 Penalty: 4106.100098
	Iteration 65Q: 3 clusters Score -542427.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -542427.625000 Penalty: 4106.100098
	Iteration 66Q: 3 clusters Score -542427.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -542429.500000 Penalty: 4106.100098
	Iteration 67Q: 3 clusters Score -542429.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -542430.187500 Penalty: 4106.100098
	Iteration 68Q: 3 clusters Score -542430.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -542430.250000 Penalty: 4106.100098
	Iteration 69Q: 3 clusters Score -542430.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -542430.250000 Penalty: 4106.100098
	Iteration 70F: 3 clusters Score -542430.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Entering Unmasked Estep 
Score: -2468941.500000 Penalty: 2422.821533
	Iteration 0F: 2 clusters Score -2468942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -2456488.750000 Penalty: 4845.643066
	Iteration 0F: 3 clusters Score -2456489 nChanged 7570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -2460598.500000 Penalty: 4845.643066
	Iteration 1F: 3 clusters Score -2460598 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -2460892.750000 Penalty: 4845.643066
	Iteration 2Q: 3 clusters Score -2460893 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -2461125.000000 Penalty: 4845.643066
	Iteration 3Q: 3 clusters Score -2461125 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2461316.750000 Penalty: 4845.643066
	Iteration 4Q: 3 clusters Score -2461317 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2461456.500000 Penalty: 4845.643066
	Iteration 5Q: 3 clusters Score -2461456 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -2461584.500000 Penalty: 4845.643066
	Iteration 6Q: 3 clusters Score -2461584 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -2461698.000000 Penalty: 4845.643066
	Iteration 7Q: 3 clusters Score -2461698 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2461796.000000 Penalty: 4845.643066
	Iteration 8Q: 3 clusters Score -2461796 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -2461898.250000 Penalty: 4845.643066
	Iteration 9Q: 3 clusters Score -2461898 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -2461991.500000 Penalty: 4845.643066
	Iteration 10Q: 3 clusters Score -2461992 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2462076.750000 Penalty: 4845.643066
	Iteration 11Q: 3 clusters Score -2462077 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -2462167.750000 Penalty: 4845.643066
	Iteration 12Q: 3 clusters Score -2462168 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2462238.500000 Penalty: 4845.643066
	Iteration 13Q: 3 clusters Score -2462238 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -2462328.500000 Penalty: 4845.643066
	Iteration 14Q: 3 clusters Score -2462328 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -2462386.250000 Penalty: 4845.643066
	Iteration 15Q: 3 clusters Score -2462386 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -2462469.500000 Penalty: 4845.643066
	Iteration 16Q: 3 clusters Score -2462470 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -2462551.000000 Penalty: 4845.643066
	Iteration 17Q: 3 clusters Score -2462551 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -2462649.000000 Penalty: 4845.643066
	Iteration 18Q: 3 clusters Score -2462649 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -2462762.250000 Penalty: 4845.643066
	Iteration 19Q: 3 clusters Score -2462762 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -2462926.250000 Penalty: 4845.643066
	Iteration 20F: 3 clusters Score -2462926 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -2463168.000000 Penalty: 4845.643066
	Iteration 21Q: 3 clusters Score -2463168 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -2463456.500000 Penalty: 4845.643066
	Iteration 22Q: 3 clusters Score -2463456 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -2463741.750000 Penalty: 4845.643066
	Iteration 23Q: 3 clusters Score -2463742 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -2464022.000000 Penalty: 4845.643066
	Iteration 24Q: 3 clusters Score -2464022 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -2464231.750000 Penalty: 4845.643066
	Iteration 25Q: 3 clusters Score -2464232 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -2464409.250000 Penalty: 4845.643066
	Iteration 26Q: 3 clusters Score -2464409 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -2464583.250000 Penalty: 4845.643066
	Iteration 27Q: 3 clusters Score -2464583 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -2464732.000000 Penalty: 4845.643066
	Iteration 28Q: 3 clusters Score -2464732 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -2464835.500000 Penalty: 4845.643066
	Iteration 29Q: 3 clusters Score -2464836 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -2464918.250000 Penalty: 4845.643066
	Iteration 30Q: 3 clusters Score -2464918 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -2465006.000000 Penalty: 4845.643066
	Iteration 31Q: 3 clusters Score -2465006 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -2465072.750000 Penalty: 4845.643066
	Iteration 32Q: 3 clusters Score -2465073 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -2465160.000000 Penalty: 4845.643066
	Iteration 33Q: 3 clusters Score -2465160 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -2465256.750000 Penalty: 4845.643066
	Iteration 34Q: 3 clusters Score -2465257 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2465343.250000 Penalty: 4845.643066
	Iteration 35Q: 3 clusters Score -2465343 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2465442.000000 Penalty: 4845.643066
	Iteration 36Q: 3 clusters Score -2465442 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2465552.750000 Penalty: 4845.643066
	Iteration 37Q: 3 clusters Score -2465553 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2465669.250000 Penalty: 4845.643066
	Iteration 38Q: 3 clusters Score -2465669 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2465789.000000 Penalty: 4845.643066
	Iteration 39Q: 3 clusters Score -2465789 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2465919.500000 Penalty: 4845.643066
	Iteration 40F: 3 clusters Score -2465920 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2466053.250000 Penalty: 4845.643066
	Iteration 41Q: 3 clusters Score -2466053 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2466178.000000 Penalty: 4845.643066
	Iteration 42Q: 3 clusters Score -2466178 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2466282.250000 Penalty: 4845.643066
	Iteration 43Q: 3 clusters Score -2466282 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2466367.500000 Penalty: 4845.643066
	Iteration 44Q: 3 clusters Score -2466368 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2466435.000000 Penalty: 4845.643066
	Iteration 45Q: 3 clusters Score -2466435 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2466509.000000 Penalty: 4845.643066
	Iteration 46Q: 3 clusters Score -2466509 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2466580.500000 Penalty: 4845.643066
	Iteration 47Q: 3 clusters Score -2466580 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2466631.250000 Penalty: 4845.643066
	Iteration 48Q: 3 clusters Score -2466631 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2466675.000000 Penalty: 4845.643066
	Iteration 49Q: 3 clusters Score -2466675 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2466709.750000 Penalty: 4845.643066
	Iteration 50Q: 3 clusters Score -2466710 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2466740.500000 Penalty: 4845.643066
	Iteration 51Q: 3 clusters Score -2466740 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2466774.500000 Penalty: 4845.643066
	Iteration 52Q: 3 clusters Score -2466774 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2466791.500000 Penalty: 4845.643066
	Iteration 53Q: 3 clusters Score -2466792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2466810.500000 Penalty: 4845.643066
	Iteration 54Q: 3 clusters Score -2466810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2466829.750000 Penalty: 4845.643066
	Iteration 55Q: 3 clusters Score -2466830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2466838.000000 Penalty: 4845.643066
	Iteration 56Q: 3 clusters Score -2466838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2466847.500000 Penalty: 4845.643066
	Iteration 57Q: 3 clusters Score -2466848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2466851.250000 Penalty: 4845.643066
	Iteration 58Q: 3 clusters Score -2466851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2466853.750000 Penalty: 4845.643066
	Iteration 59Q: 3 clusters Score -2466854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2466859.250000 Penalty: 4845.643066
	Iteration 60F: 3 clusters Score -2466859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2466872.750000 Penalty: 4845.643066
	Iteration 61Q: 3 clusters Score -2466873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2466879.250000 Penalty: 4845.643066
	Iteration 62Q: 3 clusters Score -2466879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2466881.250000 Penalty: 4845.643066
	Iteration 63Q: 3 clusters Score -2466881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2466885.500000 Penalty: 4845.643066
	Iteration 64Q: 3 clusters Score -2466886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2466887.000000 Penalty: 4845.643066
	Iteration 65Q: 3 clusters Score -2466887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2466889.250000 Penalty: 4845.643066
	Iteration 66Q: 3 clusters Score -2466889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2466893.250000 Penalty: 4845.643066
	Iteration 67Q: 3 clusters Score -2466893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2466895.250000 Penalty: 4845.643066
	Iteration 68Q: 3 clusters Score -2466895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2466896.250000 Penalty: 4845.643066
	Iteration 69Q: 3 clusters Score -2466896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2466895.500000 Penalty: 4845.643066
	Iteration 70Q: 3 clusters Score -2466896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2466895.500000 Penalty: 4845.643066
	Iteration 71F: 3 clusters Score -2466896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Entering Unmasked Estep 
Score: -79829.023438 Penalty: 1580.159790
	Iteration 0F: 2 clusters Score -79829.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -78230.789062 Penalty: 3160.319580
	Iteration 0F: 3 clusters Score -78230.79 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -78420.781250 Penalty: 3160.319580
	Iteration 1F: 3 clusters Score -78420.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -78458.023438 Penalty: 3160.319580
	Iteration 2Q: 3 clusters Score -78458.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -78471.031250 Penalty: 3160.319580
	Iteration 3Q: 3 clusters Score -78471.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -78488.281250 Penalty: 3160.319580
	Iteration 4Q: 3 clusters Score -78488.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -78495.007812 Penalty: 3160.319580
	Iteration 5Q: 3 clusters Score -78495.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -78495.007812 Penalty: 3160.319580
	Iteration 6F: 3 clusters Score -78495.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (56192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56192 members 
Entering Unmasked Estep 
Score: -7930761.500000 Penalty: 2712.259521
	Iteration 0F: 2 clusters Score -7930762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -7892988.500000 Penalty: 5424.519043
	Iteration 0F: 3 clusters Score -7892988 nChanged 26008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 28704 members 
Entering Unmasked Estep 
Score: -7907495.000000 Penalty: 5424.519043
	Iteration 1F: 3 clusters Score -7907495 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -7908272.000000 Penalty: 5424.519043
	Iteration 2Q: 3 clusters Score -7908272 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -7909098.500000 Penalty: 5424.519043
	Iteration 3Q: 3 clusters Score -7909098 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -7910148.000000 Penalty: 5424.519043
	Iteration 4Q: 3 clusters Score -7910148 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -7911590.500000 Penalty: 5424.519043
	Iteration 5F: 3 clusters Score -7911590 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -7913645.500000 Penalty: 5424.519043
	Iteration 6F: 3 clusters Score -7913646 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 38752 members 
Entering Unmasked Estep 
Score: -7916169.000000 Penalty: 5424.519043
	Iteration 7F: 3 clusters Score -7916169 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 42040 members 
Entering Unmasked Estep 
Score: -7919018.000000 Penalty: 5424.519043
	Iteration 8F: 3 clusters Score -7919018 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 45115 members 
Entering Unmasked Estep 
Score: -7921568.500000 Penalty: 5424.519043
	Iteration 9F: 3 clusters Score -7921568 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 47819 members 
Entering Unmasked Estep 
Score: -7923802.500000 Penalty: 5424.519043
	Iteration 10F: 3 clusters Score -7923802 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 49998 members 
Entering Unmasked Estep 
Score: -7925686.500000 Penalty: 5424.519043
	Iteration 11Q: 3 clusters Score -7925686 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 51651 members 
Entering Unmasked Estep 
Score: -7927132.500000 Penalty: 5424.519043
	Iteration 12Q: 3 clusters Score -7927132 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 52836 members 
Entering Unmasked Estep 
Score: -7928104.000000 Penalty: 5424.519043
	Iteration 13Q: 3 clusters Score -7928104 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 53649 members 
Entering Unmasked Estep 
Score: -7928814.000000 Penalty: 5424.519043
	Iteration 14Q: 3 clusters Score -7928814 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 54190 members 
Entering Unmasked Estep 
Score: -7929245.500000 Penalty: 5424.519043
	Iteration 15Q: 3 clusters Score -7929246 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 54572 members 
Entering Unmasked Estep 
Score: -7929566.000000 Penalty: 5424.519043
	Iteration 16Q: 3 clusters Score -7929566 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 54818 members 
Entering Unmasked Estep 
Score: -7929796.500000 Penalty: 5424.519043
	Iteration 17Q: 3 clusters Score -7929796 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 54950 members 
Entering Unmasked Estep 
Score: -7929985.000000 Penalty: 5424.519043
	Iteration 18Q: 3 clusters Score -7929985 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 55022 members 
Entering Unmasked Estep 
Score: -7930084.500000 Penalty: 5424.519043
	Iteration 19Q: 3 clusters Score -7930084 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 55056 members 
Entering Unmasked Estep 
Score: -7930140.500000 Penalty: 5424.519043
	Iteration 20F: 3 clusters Score -7930140 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 55070 members 
Entering Unmasked Estep 
Score: -7930155.500000 Penalty: 5424.519043
	Iteration 21Q: 3 clusters Score -7930156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 55079 members 
Entering Unmasked Estep 
Score: -7930183.500000 Penalty: 5424.519043
	Iteration 22Q: 3 clusters Score -7930184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 55093 members 
Entering Unmasked Estep 
Score: -7930186.000000 Penalty: 5424.519043
	Iteration 23Q: 3 clusters Score -7930186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 55100 members 
Entering Unmasked Estep 
Score: -7930188.000000 Penalty: 5424.519043
	Iteration 24Q: 3 clusters Score -7930188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 55099 members 
Entering Unmasked Estep 
Score: -7930189.000000 Penalty: 5424.519043
	Iteration 25Q: 3 clusters Score -7930189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 55100 members 
Entering Unmasked Estep 
Score: -7930186.000000 Penalty: 5424.519043
	Iteration 26Q: 3 clusters Score -7930186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 55100 members 
Entering Unmasked Estep 
Score: -7930182.500000 Penalty: 5424.519043
	Iteration 27Q: 3 clusters Score -7930182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 55100 members 
Entering Unmasked Estep 
Score: -7930183.000000 Penalty: 5424.519043
	Iteration 28Q: 3 clusters Score -7930183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 55101 members 
Entering Unmasked Estep 
Score: -7930188.500000 Penalty: 5424.519043
	Iteration 29Q: 3 clusters Score -7930188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 55101 members 
Entering Unmasked Estep 
Score: -7930188.500000 Penalty: 5424.519043
	Iteration 30F: 3 clusters Score -7930188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (174640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174640 members 
Entering Unmasked Estep 
Score: -24598194.000000 Penalty: 2993.479492
	Iteration 0F: 2 clusters Score -2.459819e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87709 members 
Mstep: Class 2 contains 86931 members 
Entering Unmasked Estep 
Score: -24490232.000000 Penalty: 5986.958984
	Iteration 0F: 3 clusters Score -2.449023e+07 nChanged 83907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93974 members 
Mstep: Class 2 contains 80666 members 
Entering Unmasked Estep 
Score: -24538738.000000 Penalty: 5986.958984
	Iteration 1F: 3 clusters Score -2.453874e+07 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97500 members 
Mstep: Class 2 contains 77140 members 
Entering Unmasked Estep 
Score: -24540400.000000 Penalty: 5986.958984
	Iteration 2Q: 3 clusters Score -2.45404e+07 nChanged 7310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102586 members 
Mstep: Class 2 contains 72054 members 
Entering Unmasked Estep 
Score: -24542278.000000 Penalty: 5986.958984
	Iteration 3Q: 3 clusters Score -2.454228e+07 nChanged 8751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109461 members 
Mstep: Class 2 contains 65179 members 
Entering Unmasked Estep 
Score: -24545518.000000 Penalty: 5986.958984
	Iteration 4F: 3 clusters Score -2.454552e+07 nChanged 10263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118172 members 
Mstep: Class 2 contains 56468 members 
Entering Unmasked Estep 
Score: -24550252.000000 Penalty: 5986.958984
	Iteration 5F: 3 clusters Score -2.455025e+07 nChanged 11013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127449 members 
Mstep: Class 2 contains 47191 members 
Entering Unmasked Estep 
Score: -24556592.000000 Penalty: 5986.958984
	Iteration 6F: 3 clusters Score -2.455659e+07 nChanged 10275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135422 members 
Mstep: Class 2 contains 39218 members 
Entering Unmasked Estep 
Score: -24563392.000000 Penalty: 5986.958984
	Iteration 7F: 3 clusters Score -2.456339e+07 nChanged 8960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140678 members 
Mstep: Class 2 contains 33962 members 
Entering Unmasked Estep 
Score: -24569208.000000 Penalty: 5986.958984
	Iteration 8F: 3 clusters Score -2.456921e+07 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142814 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -24573352.000000 Penalty: 5986.958984
	Iteration 9Q: 3 clusters Score -2.457335e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143103 members 
Mstep: Class 2 contains 31537 members 
Entering Unmasked Estep 
Score: -24575412.000000 Penalty: 5986.958984
	Iteration 10Q: 3 clusters Score -2.457541e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142730 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -24576216.000000 Penalty: 5986.958984
	Iteration 11Q: 3 clusters Score -2.457622e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142314 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -24576430.000000 Penalty: 5986.958984
	Iteration 12Q: 3 clusters Score -2.457643e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141853 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
Score: -24576436.000000 Penalty: 5986.958984
	Iteration 13Q: 3 clusters Score -2.457644e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141351 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -24576378.000000 Penalty: 5986.958984
	Iteration 14Q: 3 clusters Score -2.457638e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140799 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -24576380.000000 Penalty: 5986.958984
	Iteration 15Q: 3 clusters Score -2.457638e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140214 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -24576370.000000 Penalty: 5986.958984
	Iteration 16Q: 3 clusters Score -2.457637e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139562 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -24576340.000000 Penalty: 5986.958984
	Iteration 17Q: 3 clusters Score -2.457634e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138858 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -24576278.000000 Penalty: 5986.958984
	Iteration 18Q: 3 clusters Score -2.457628e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138102 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -24576260.000000 Penalty: 5986.958984
	Iteration 19Q: 3 clusters Score -2.457626e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137343 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -24576184.000000 Penalty: 5986.958984
	Iteration 20F: 3 clusters Score -2.457618e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136473 members 
Mstep: Class 2 contains 38167 members 
Entering Unmasked Estep 
Score: -24576108.000000 Penalty: 5986.958984
	Iteration 21Q: 3 clusters Score -2.457611e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135523 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -24576018.000000 Penalty: 5986.958984
	Iteration 22Q: 3 clusters Score -2.457602e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134472 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -24576026.000000 Penalty: 5986.958984
	Iteration 23Q: 3 clusters Score -2.457603e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133386 members 
Mstep: Class 2 contains 41254 members 
Entering Unmasked Estep 
Score: -24575976.000000 Penalty: 5986.958984
	Iteration 24Q: 3 clusters Score -2.457598e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132235 members 
Mstep: Class 2 contains 42405 members 
Entering Unmasked Estep 
Score: -24575876.000000 Penalty: 5986.958984
	Iteration 25Q: 3 clusters Score -2.457588e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131065 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -24575870.000000 Penalty: 5986.958984
	Iteration 26Q: 3 clusters Score -2.457587e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129836 members 
Mstep: Class 2 contains 44804 members 
Entering Unmasked Estep 
Score: -24575780.000000 Penalty: 5986.958984
	Iteration 27Q: 3 clusters Score -2.457578e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128478 members 
Mstep: Class 2 contains 46162 members 
Entering Unmasked Estep 
Score: -24575912.000000 Penalty: 5986.958984
	Iteration 28Q: 3 clusters Score -2.457591e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127045 members 
Mstep: Class 2 contains 47595 members 
Entering Unmasked Estep 
Score: -24575934.000000 Penalty: 5986.958984
	Iteration 29Q: 3 clusters Score -2.457593e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125588 members 
Mstep: Class 2 contains 49052 members 
Entering Unmasked Estep 
Score: -24576040.000000 Penalty: 5986.958984
	Iteration 30Q: 3 clusters Score -2.457604e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124168 members 
Mstep: Class 2 contains 50472 members 
Entering Unmasked Estep 
Score: -24576120.000000 Penalty: 5986.958984
	Iteration 31Q: 3 clusters Score -2.457612e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122709 members 
Mstep: Class 2 contains 51931 members 
Entering Unmasked Estep 
Score: -24576126.000000 Penalty: 5986.958984
	Iteration 32Q: 3 clusters Score -2.457613e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121236 members 
Mstep: Class 2 contains 53404 members 
Entering Unmasked Estep 
Score: -24576104.000000 Penalty: 5986.958984
	Iteration 33Q: 3 clusters Score -2.45761e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119646 members 
Mstep: Class 2 contains 54994 members 
Entering Unmasked Estep 
Score: -24576106.000000 Penalty: 5986.958984
	Iteration 34Q: 3 clusters Score -2.457611e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117991 members 
Mstep: Class 2 contains 56649 members 
Entering Unmasked Estep 
Score: -24576156.000000 Penalty: 5986.958984
	Iteration 35Q: 3 clusters Score -2.457616e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116294 members 
Mstep: Class 2 contains 58346 members 
Entering Unmasked Estep 
Score: -24576266.000000 Penalty: 5986.958984
	Iteration 36Q: 3 clusters Score -2.457627e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114620 members 
Mstep: Class 2 contains 60020 members 
Entering Unmasked Estep 
Score: -24576420.000000 Penalty: 5986.958984
	Iteration 37Q: 3 clusters Score -2.457642e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112926 members 
Mstep: Class 2 contains 61714 members 
Entering Unmasked Estep 
Score: -24576606.000000 Penalty: 5986.958984
	Iteration 38Q: 3 clusters Score -2.457661e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111220 members 
Mstep: Class 2 contains 63420 members 
Entering Unmasked Estep 
Score: -24576812.000000 Penalty: 5986.958984
	Iteration 39Q: 3 clusters Score -2.457681e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109510 members 
Mstep: Class 2 contains 65130 members 
Entering Unmasked Estep 
Score: -24577014.000000 Penalty: 5986.958984
	Iteration 40F: 3 clusters Score -2.457701e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107843 members 
Mstep: Class 2 contains 66797 members 
Entering Unmasked Estep 
Score: -24577188.000000 Penalty: 5986.958984
	Iteration 41Q: 3 clusters Score -2.457719e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106160 members 
Mstep: Class 2 contains 68480 members 
Entering Unmasked Estep 
Score: -24577380.000000 Penalty: 5986.958984
	Iteration 42Q: 3 clusters Score -2.457738e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104443 members 
Mstep: Class 2 contains 70197 members 
Entering Unmasked Estep 
Score: -24577528.000000 Penalty: 5986.958984
	Iteration 43Q: 3 clusters Score -2.457753e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102729 members 
Mstep: Class 2 contains 71911 members 
Entering Unmasked Estep 
Score: -24577774.000000 Penalty: 5986.958984
	Iteration 44Q: 3 clusters Score -2.457777e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101139 members 
Mstep: Class 2 contains 73501 members 
Entering Unmasked Estep 
Score: -24577944.000000 Penalty: 5986.958984
	Iteration 45Q: 3 clusters Score -2.457794e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99582 members 
Mstep: Class 2 contains 75058 members 
Entering Unmasked Estep 
Score: -24578226.000000 Penalty: 5986.958984
	Iteration 46Q: 3 clusters Score -2.457823e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98042 members 
Mstep: Class 2 contains 76598 members 
Entering Unmasked Estep 
Score: -24578456.000000 Penalty: 5986.958984
	Iteration 47Q: 3 clusters Score -2.457846e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96531 members 
Mstep: Class 2 contains 78109 members 
Entering Unmasked Estep 
Score: -24578740.000000 Penalty: 5986.958984
	Iteration 48Q: 3 clusters Score -2.457874e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95028 members 
Mstep: Class 2 contains 79612 members 
Entering Unmasked Estep 
Score: -24579094.000000 Penalty: 5986.958984
	Iteration 49Q: 3 clusters Score -2.457909e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93472 members 
Mstep: Class 2 contains 81168 members 
Entering Unmasked Estep 
Score: -24579348.000000 Penalty: 5986.958984
	Iteration 50Q: 3 clusters Score -2.457935e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91898 members 
Mstep: Class 2 contains 82742 members 
Entering Unmasked Estep 
Score: -24579616.000000 Penalty: 5986.958984
	Iteration 51Q: 3 clusters Score -2.457962e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90285 members 
Mstep: Class 2 contains 84355 members 
Entering Unmasked Estep 
Score: -24579864.000000 Penalty: 5986.958984
	Iteration 52Q: 3 clusters Score -2.457986e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88630 members 
Mstep: Class 2 contains 86010 members 
Entering Unmasked Estep 
Score: -24580104.000000 Penalty: 5986.958984
	Iteration 53Q: 3 clusters Score -2.45801e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86888 members 
Mstep: Class 2 contains 87752 members 
Entering Unmasked Estep 
Score: -24580564.000000 Penalty: 5986.958984
	Iteration 54Q: 3 clusters Score -2.458056e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85092 members 
Mstep: Class 2 contains 89548 members 
Entering Unmasked Estep 
Score: -24580912.000000 Penalty: 5986.958984
	Iteration 55Q: 3 clusters Score -2.458091e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83180 members 
Mstep: Class 2 contains 91460 members 
Entering Unmasked Estep 
Score: -24581324.000000 Penalty: 5986.958984
	Iteration 56Q: 3 clusters Score -2.458132e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81282 members 
Mstep: Class 2 contains 93358 members 
Entering Unmasked Estep 
Score: -24581850.000000 Penalty: 5986.958984
	Iteration 57Q: 3 clusters Score -2.458185e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79314 members 
Mstep: Class 2 contains 95326 members 
Entering Unmasked Estep 
Score: -24582298.000000 Penalty: 5986.958984
	Iteration 58Q: 3 clusters Score -2.45823e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77363 members 
Mstep: Class 2 contains 97277 members 
Entering Unmasked Estep 
Score: -24582640.000000 Penalty: 5986.958984
	Iteration 59Q: 3 clusters Score -2.458264e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75485 members 
Mstep: Class 2 contains 99155 members 
Entering Unmasked Estep 
Score: -24583122.000000 Penalty: 5986.958984
	Iteration 60F: 3 clusters Score -2.458312e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73557 members 
Mstep: Class 2 contains 101083 members 
Entering Unmasked Estep 
Score: -24583606.000000 Penalty: 5986.958984
	Iteration 61Q: 3 clusters Score -2.458361e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71624 members 
Mstep: Class 2 contains 103016 members 
Entering Unmasked Estep 
Score: -24584154.000000 Penalty: 5986.958984
	Iteration 62Q: 3 clusters Score -2.458415e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69746 members 
Mstep: Class 2 contains 104894 members 
Entering Unmasked Estep 
Score: -24584568.000000 Penalty: 5986.958984
	Iteration 63Q: 3 clusters Score -2.458457e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68044 members 
Mstep: Class 2 contains 106596 members 
Entering Unmasked Estep 
Score: -24584898.000000 Penalty: 5986.958984
	Iteration 64Q: 3 clusters Score -2.45849e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66405 members 
Mstep: Class 2 contains 108235 members 
Entering Unmasked Estep 
Score: -24585032.000000 Penalty: 5986.958984
	Iteration 65Q: 3 clusters Score -2.458503e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64844 members 
Mstep: Class 2 contains 109796 members 
Entering Unmasked Estep 
Score: -24585144.000000 Penalty: 5986.958984
	Iteration 66Q: 3 clusters Score -2.458514e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63365 members 
Mstep: Class 2 contains 111275 members 
Entering Unmasked Estep 
Score: -24585332.000000 Penalty: 5986.958984
	Iteration 67Q: 3 clusters Score -2.458533e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62077 members 
Mstep: Class 2 contains 112563 members 
Entering Unmasked Estep 
Score: -24585412.000000 Penalty: 5986.958984
	Iteration 68Q: 3 clusters Score -2.458541e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60910 members 
Mstep: Class 2 contains 113730 members 
Entering Unmasked Estep 
Score: -24585444.000000 Penalty: 5986.958984
	Iteration 69Q: 3 clusters Score -2.458544e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59765 members 
Mstep: Class 2 contains 114875 members 
Entering Unmasked Estep 
Score: -24585226.000000 Penalty: 5986.958984
	Iteration 70Q: 3 clusters Score -2.458523e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58698 members 
Mstep: Class 2 contains 115942 members 
Entering Unmasked Estep 
Score: -24585272.000000 Penalty: 5986.958984
	Iteration 71Q: 3 clusters Score -2.458527e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57615 members 
Mstep: Class 2 contains 117025 members 
Entering Unmasked Estep 
Score: -24585214.000000 Penalty: 5986.958984
	Iteration 72Q: 3 clusters Score -2.458521e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56567 members 
Mstep: Class 2 contains 118073 members 
Entering Unmasked Estep 
Score: -24585272.000000 Penalty: 5986.958984
	Iteration 73Q: 3 clusters Score -2.458527e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55580 members 
Mstep: Class 2 contains 119060 members 
Entering Unmasked Estep 
Score: -24585194.000000 Penalty: 5986.958984
	Iteration 74Q: 3 clusters Score -2.458519e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54653 members 
Mstep: Class 2 contains 119987 members 
Entering Unmasked Estep 
Score: -24585236.000000 Penalty: 5986.958984
	Iteration 75Q: 3 clusters Score -2.458524e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53746 members 
Mstep: Class 2 contains 120894 members 
Entering Unmasked Estep 
Score: -24585136.000000 Penalty: 5986.958984
	Iteration 76Q: 3 clusters Score -2.458514e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52850 members 
Mstep: Class 2 contains 121790 members 
Entering Unmasked Estep 
Score: -24585064.000000 Penalty: 5986.958984
	Iteration 77Q: 3 clusters Score -2.458506e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51956 members 
Mstep: Class 2 contains 122684 members 
Entering Unmasked Estep 
Score: -24585008.000000 Penalty: 5986.958984
	Iteration 78Q: 3 clusters Score -2.458501e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51077 members 
Mstep: Class 2 contains 123563 members 
Entering Unmasked Estep 
Score: -24585048.000000 Penalty: 5986.958984
	Iteration 79Q: 3 clusters Score -2.458505e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50164 members 
Mstep: Class 2 contains 124476 members 
Entering Unmasked Estep 
Score: -24585094.000000 Penalty: 5986.958984
	Iteration 80F: 3 clusters Score -2.458509e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49253 members 
Mstep: Class 2 contains 125387 members 
Entering Unmasked Estep 
Score: -24585198.000000 Penalty: 5986.958984
	Iteration 81Q: 3 clusters Score -2.45852e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48353 members 
Mstep: Class 2 contains 126287 members 
Entering Unmasked Estep 
Score: -24585230.000000 Penalty: 5986.958984
	Iteration 82Q: 3 clusters Score -2.458523e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47460 members 
Mstep: Class 2 contains 127180 members 
Entering Unmasked Estep 
Score: -24585166.000000 Penalty: 5986.958984
	Iteration 83Q: 3 clusters Score -2.458517e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46597 members 
Mstep: Class 2 contains 128043 members 
Entering Unmasked Estep 
Score: -24585208.000000 Penalty: 5986.958984
	Iteration 84Q: 3 clusters Score -2.458521e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45684 members 
Mstep: Class 2 contains 128956 members 
Entering Unmasked Estep 
Score: -24585284.000000 Penalty: 5986.958984
	Iteration 85Q: 3 clusters Score -2.458528e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44775 members 
Mstep: Class 2 contains 129865 members 
Entering Unmasked Estep 
Score: -24585320.000000 Penalty: 5986.958984
	Iteration 86Q: 3 clusters Score -2.458532e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 130741 members 
Entering Unmasked Estep 
Score: -24585384.000000 Penalty: 5986.958984
	Iteration 87Q: 3 clusters Score -2.458538e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43017 members 
Mstep: Class 2 contains 131623 members 
Entering Unmasked Estep 
Score: -24585310.000000 Penalty: 5986.958984
	Iteration 88Q: 3 clusters Score -2.458531e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 132486 members 
Entering Unmasked Estep 
Score: -24585390.000000 Penalty: 5986.958984
	Iteration 89Q: 3 clusters Score -2.458539e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 133345 members 
Entering Unmasked Estep 
Score: -24585374.000000 Penalty: 5986.958984
	Iteration 90Q: 3 clusters Score -2.458537e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 134215 members 
Entering Unmasked Estep 
Score: -24585518.000000 Penalty: 5986.958984
	Iteration 91Q: 3 clusters Score -2.458552e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 135093 members 
Entering Unmasked Estep 
Score: -24585492.000000 Penalty: 5986.958984
	Iteration 92Q: 3 clusters Score -2.458549e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38670 members 
Mstep: Class 2 contains 135970 members 
Entering Unmasked Estep 
Score: -24585574.000000 Penalty: 5986.958984
	Iteration 93Q: 3 clusters Score -2.458557e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37820 members 
Mstep: Class 2 contains 136820 members 
Entering Unmasked Estep 
Score: -24585574.000000 Penalty: 5986.958984
	Iteration 94Q: 3 clusters Score -2.458557e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37012 members 
Mstep: Class 2 contains 137628 members 
Entering Unmasked Estep 
Score: -24585682.000000 Penalty: 5986.958984
	Iteration 95Q: 3 clusters Score -2.458568e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 138415 members 
Entering Unmasked Estep 
Score: -24585740.000000 Penalty: 5986.958984
	Iteration 96Q: 3 clusters Score -2.458574e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35406 members 
Mstep: Class 2 contains 139234 members 
Entering Unmasked Estep 
Score: -24585758.000000 Penalty: 5986.958984
	Iteration 97Q: 3 clusters Score -2.458576e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 140043 members 
Entering Unmasked Estep 
Score: -24585784.000000 Penalty: 5986.958984
	Iteration 98Q: 3 clusters Score -2.458578e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33776 members 
Mstep: Class 2 contains 140864 members 
Entering Unmasked Estep 
Score: -24585874.000000 Penalty: 5986.958984
	Iteration 99Q: 3 clusters Score -2.458587e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 141710 members 
Entering Unmasked Estep 
Score: -24585934.000000 Penalty: 5986.958984
	Iteration 100F: 3 clusters Score -2.458593e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 142584 members 
Entering Unmasked Estep 
Score: -24586016.000000 Penalty: 5986.958984
	Iteration 101Q: 3 clusters Score -2.458602e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 143490 members 
Entering Unmasked Estep 
Score: -24586152.000000 Penalty: 5986.958984
	Iteration 102Q: 3 clusters Score -2.458615e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 144404 members 
Entering Unmasked Estep 
Score: -24586384.000000 Penalty: 5986.958984
	Iteration 103Q: 3 clusters Score -2.458638e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 145384 members 
Entering Unmasked Estep 
Score: -24586608.000000 Penalty: 5986.958984
	Iteration 104Q: 3 clusters Score -2.458661e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 146325 members 
Entering Unmasked Estep 
Score: -24586754.000000 Penalty: 5986.958984
	Iteration 105Q: 3 clusters Score -2.458675e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 147230 members 
Entering Unmasked Estep 
Score: -24586930.000000 Penalty: 5986.958984
	Iteration 106Q: 3 clusters Score -2.458693e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 148220 members 
Entering Unmasked Estep 
Score: -24587036.000000 Penalty: 5986.958984
	Iteration 107Q: 3 clusters Score -2.458704e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 149212 members 
Entering Unmasked Estep 
Score: -24587246.000000 Penalty: 5986.958984
	Iteration 108Q: 3 clusters Score -2.458725e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 150144 members 
Entering Unmasked Estep 
Score: -24587422.000000 Penalty: 5986.958984
	Iteration 109Q: 3 clusters Score -2.458742e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 151100 members 
Entering Unmasked Estep 
Score: -24587614.000000 Penalty: 5986.958984
	Iteration 110Q: 3 clusters Score -2.458761e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 152037 members 
Entering Unmasked Estep 
Score: -24588248.000000 Penalty: 5986.958984
	Iteration 111Q: 3 clusters Score -2.458825e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 153095 members 
Entering Unmasked Estep 
Score: -24589026.000000 Penalty: 5986.958984
	Iteration 112Q: 3 clusters Score -2.458903e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 154293 members 
Entering Unmasked Estep 
Score: -24589692.000000 Penalty: 5986.958984
	Iteration 113Q: 3 clusters Score -2.458969e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 155569 members 
Entering Unmasked Estep 
Score: -24590652.000000 Penalty: 5986.958984
	Iteration 114Q: 3 clusters Score -2.459065e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 157026 members 
Entering Unmasked Estep 
Score: -24592036.000000 Penalty: 5986.958984
	Iteration 115Q: 3 clusters Score -2.459204e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 158591 members 
Entering Unmasked Estep 
Score: -24593182.000000 Penalty: 5986.958984
	Iteration 116Q: 3 clusters Score -2.459318e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 160297 members 
Entering Unmasked Estep 
Score: -24594326.000000 Penalty: 5986.958984
	Iteration 117Q: 3 clusters Score -2.459433e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 162001 members 
Entering Unmasked Estep 
Score: -24595404.000000 Penalty: 5986.958984
	Iteration 118Q: 3 clusters Score -2.45954e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 163695 members 
Entering Unmasked Estep 
Score: -24596226.000000 Penalty: 5986.958984
	Iteration 119Q: 3 clusters Score -2.459623e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 165351 members 
Entering Unmasked Estep 
Score: -24597156.000000 Penalty: 5986.958984
	Iteration 120F: 3 clusters Score -2.459716e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 166787 members 
Entering Unmasked Estep 
Score: -24597748.000000 Penalty: 5986.958984
	Iteration 121Q: 3 clusters Score -2.459775e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 168061 members 
Entering Unmasked Estep 
Score: -24598078.000000 Penalty: 5986.958984
	Iteration 122Q: 3 clusters Score -2.459808e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 169139 members 
Entering Unmasked Estep 
Score: -24598390.000000 Penalty: 5986.958984
	Iteration 123Q: 3 clusters Score -2.459839e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 170010 members 
Entering Unmasked Estep 
Score: -24598428.000000 Penalty: 5986.958984
	Iteration 124Q: 3 clusters Score -2.459843e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 170706 members 
Entering Unmasked Estep 
Score: -24598548.000000 Penalty: 5986.958984
	Iteration 125Q: 3 clusters Score -2.459855e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 171269 members 
Entering Unmasked Estep 
Score: -24598542.000000 Penalty: 5986.958984
	Iteration 126Q: 3 clusters Score -2.459854e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 171690 members 
Entering Unmasked Estep 
Score: -24598460.000000 Penalty: 5986.958984
	Iteration 127Q: 3 clusters Score -2.459846e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 172011 members 
Entering Unmasked Estep 
Score: -24598364.000000 Penalty: 5986.958984
	Iteration 128Q: 3 clusters Score -2.459836e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 172221 members 
Entering Unmasked Estep 
Score: -24598320.000000 Penalty: 5986.958984
	Iteration 129Q: 3 clusters Score -2.459832e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 172386 members 
Entering Unmasked Estep 
Score: -24598310.000000 Penalty: 5986.958984
	Iteration 130Q: 3 clusters Score -2.459831e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 172513 members 
Entering Unmasked Estep 
Score: -24598264.000000 Penalty: 5986.958984
	Iteration 131Q: 3 clusters Score -2.459826e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 172601 members 
Entering Unmasked Estep 
Score: -24598240.000000 Penalty: 5986.958984
	Iteration 132Q: 3 clusters Score -2.459824e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 172662 members 
Entering Unmasked Estep 
Score: -24598214.000000 Penalty: 5986.958984
	Iteration 133Q: 3 clusters Score -2.459821e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 172711 members 
Entering Unmasked Estep 
Score: -24598158.000000 Penalty: 5986.958984
	Iteration 134Q: 3 clusters Score -2.459816e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 172753 members 
Entering Unmasked Estep 
Score: -24598130.000000 Penalty: 5986.958984
	Iteration 135Q: 3 clusters Score -2.459813e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 172787 members 
Entering Unmasked Estep 
Score: -24598092.000000 Penalty: 5986.958984
	Iteration 136Q: 3 clusters Score -2.459809e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 172812 members 
Entering Unmasked Estep 
Score: -24598074.000000 Penalty: 5986.958984
	Iteration 137Q: 3 clusters Score -2.459807e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 172835 members 
Entering Unmasked Estep 
Score: -24598048.000000 Penalty: 5986.958984
	Iteration 138Q: 3 clusters Score -2.459805e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 172854 members 
Entering Unmasked Estep 
Score: -24598034.000000 Penalty: 5986.958984
	Iteration 139Q: 3 clusters Score -2.459803e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 172872 members 
Entering Unmasked Estep 
Score: -24598022.000000 Penalty: 5986.958984
	Iteration 140F: 3 clusters Score -2.459802e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 172892 members 
Entering Unmasked Estep 
Score: -24598048.000000 Penalty: 5986.958984
	Iteration 141Q: 3 clusters Score -2.459805e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 172909 members 
Entering Unmasked Estep 
Score: -24598010.000000 Penalty: 5986.958984
	Iteration 142Q: 3 clusters Score -2.459801e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 172927 members 
Entering Unmasked Estep 
Score: -24598038.000000 Penalty: 5986.958984
	Iteration 143Q: 3 clusters Score -2.459804e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 172943 members 
Entering Unmasked Estep 
Score: -24598034.000000 Penalty: 5986.958984
	Iteration 144Q: 3 clusters Score -2.459803e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 172958 members 
Entering Unmasked Estep 
Score: -24598022.000000 Penalty: 5986.958984
	Iteration 145Q: 3 clusters Score -2.459802e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 172969 members 
Entering Unmasked Estep 
Score: -24597994.000000 Penalty: 5986.958984
	Iteration 146Q: 3 clusters Score -2.459799e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 172973 members 
Entering Unmasked Estep 
Score: -24598014.000000 Penalty: 5986.958984
	Iteration 147Q: 3 clusters Score -2.459801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 172974 members 
Entering Unmasked Estep 
Score: -24598024.000000 Penalty: 5986.958984
	Iteration 148Q: 3 clusters Score -2.459802e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 172974 members 
Entering Unmasked Estep 
Score: -24598024.000000 Penalty: 5986.958984
	Iteration 149F: 3 clusters Score -2.459802e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (33956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Entering Unmasked Estep 
Score: -4816597.000000 Penalty: 2587.339600
	Iteration 0F: 2 clusters Score -4816597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -4793601.500000 Penalty: 5174.679199
	Iteration 0F: 3 clusters Score -4793602 nChanged 15284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -4801834.500000 Penalty: 5174.679199
	Iteration 1F: 3 clusters Score -4801834 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -4802267.500000 Penalty: 5174.679199
	Iteration 2Q: 3 clusters Score -4802268 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -4802634.000000 Penalty: 5174.679199
	Iteration 3Q: 3 clusters Score -4802634 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -4802970.500000 Penalty: 5174.679199
	Iteration 4Q: 3 clusters Score -4802970 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -4803278.000000 Penalty: 5174.679199
	Iteration 5Q: 3 clusters Score -4803278 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -4803642.500000 Penalty: 5174.679199
	Iteration 6Q: 3 clusters Score -4803642 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -4803984.000000 Penalty: 5174.679199
	Iteration 7Q: 3 clusters Score -4803984 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -4804390.000000 Penalty: 5174.679199
	Iteration 8Q: 3 clusters Score -4804390 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -4804947.500000 Penalty: 5174.679199
	Iteration 9Q: 3 clusters Score -4804948 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -4805778.000000 Penalty: 5174.679199
	Iteration 10Q: 3 clusters Score -4805778 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -4806825.000000 Penalty: 5174.679199
	Iteration 11F: 3 clusters Score -4806825 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -4808238.500000 Penalty: 5174.679199
	Iteration 12F: 3 clusters Score -4808238 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -4809806.000000 Penalty: 5174.679199
	Iteration 13F: 3 clusters Score -4809806 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -4811283.000000 Penalty: 5174.679199
	Iteration 14F: 3 clusters Score -4811283 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -4812366.000000 Penalty: 5174.679199
	Iteration 15Q: 3 clusters Score -4812366 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -4813078.500000 Penalty: 5174.679199
	Iteration 16Q: 3 clusters Score -4813078 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -4813531.500000 Penalty: 5174.679199
	Iteration 17Q: 3 clusters Score -4813532 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -4813820.500000 Penalty: 5174.679199
	Iteration 18Q: 3 clusters Score -4813820 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -4814001.500000 Penalty: 5174.679199
	Iteration 19Q: 3 clusters Score -4814002 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -4814116.500000 Penalty: 5174.679199
	Iteration 20F: 3 clusters Score -4814116 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -4814179.500000 Penalty: 5174.679199
	Iteration 21Q: 3 clusters Score -4814180 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
Score: -4814214.500000 Penalty: 5174.679199
	Iteration 22Q: 3 clusters Score -4814214 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -4814244.500000 Penalty: 5174.679199
	Iteration 23Q: 3 clusters Score -4814244 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -4814266.000000 Penalty: 5174.679199
	Iteration 24Q: 3 clusters Score -4814266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -4814293.500000 Penalty: 5174.679199
	Iteration 25Q: 3 clusters Score -4814294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -4814304.500000 Penalty: 5174.679199
	Iteration 26Q: 3 clusters Score -4814304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -4814316.500000 Penalty: 5174.679199
	Iteration 27Q: 3 clusters Score -4814316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -4814324.500000 Penalty: 5174.679199
	Iteration 28Q: 3 clusters Score -4814324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -4814338.000000 Penalty: 5174.679199
	Iteration 29Q: 3 clusters Score -4814338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 33518 members 
Entering Unmasked Estep 
Score: -4814344.500000 Penalty: 5174.679199
	Iteration 30Q: 3 clusters Score -4814344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
Score: -4814354.000000 Penalty: 5174.679199
	Iteration 31Q: 3 clusters Score -4814354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -4814358.000000 Penalty: 5174.679199
	Iteration 32Q: 3 clusters Score -4814358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -4814372.500000 Penalty: 5174.679199
	Iteration 33Q: 3 clusters Score -4814372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -4814375.000000 Penalty: 5174.679199
	Iteration 34Q: 3 clusters Score -4814375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -4814383.000000 Penalty: 5174.679199
	Iteration 35Q: 3 clusters Score -4814383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 33558 members 
Entering Unmasked Estep 
Score: -4814390.500000 Penalty: 5174.679199
	Iteration 36Q: 3 clusters Score -4814390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
Score: -4814395.000000 Penalty: 5174.679199
	Iteration 37Q: 3 clusters Score -4814395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
Score: -4814400.000000 Penalty: 5174.679199
	Iteration 38Q: 3 clusters Score -4814400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 33565 members 
Entering Unmasked Estep 
Score: -4814397.000000 Penalty: 5174.679199
	Iteration 39Q: 3 clusters Score -4814397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
Score: -4814394.500000 Penalty: 5174.679199
	Iteration 40F: 3 clusters Score -4814394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -4814394.500000 Penalty: 5174.679199
	Iteration 41Q: 3 clusters Score -4814394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -4814394.500000 Penalty: 5174.679199
	Iteration 42F: 3 clusters Score -4814394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Entering Unmasked Estep 
Score: -14176.211914 Penalty: 1234.229980
	Iteration 0F: 2 clusters Score -14176.21 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 64 members 
Entering Unmasked Estep 
Score: -13204.209961 Penalty: 2468.459961
	Iteration 0F: 3 clusters Score -13204.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -13281.863281 Penalty: 2468.459961
	Iteration 1F: 3 clusters Score -13281.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -13306.187500 Penalty: 2468.459961
	Iteration 2Q: 3 clusters Score -13306.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -13306.187500 Penalty: 2468.459961
	Iteration 3F: 3 clusters Score -13306.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (90626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90626 members 
Entering Unmasked Estep 
Score: -12832402.000000 Penalty: 2830.795166
	Iteration 0F: 2 clusters Score -1.28324e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45236 members 
Mstep: Class 2 contains 45390 members 
Entering Unmasked Estep 
Score: -12772312.000000 Penalty: 5661.590332
	Iteration 0F: 3 clusters Score -1.277231e+07 nChanged 42471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44015 members 
Mstep: Class 2 contains 46611 members 
Entering Unmasked Estep 
Score: -12797035.000000 Penalty: 5661.590332
	Iteration 1F: 3 clusters Score -1.279704e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43560 members 
Mstep: Class 2 contains 47066 members 
Entering Unmasked Estep 
Score: -12798024.000000 Penalty: 5661.590332
	Iteration 2Q: 3 clusters Score -1.279802e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42889 members 
Mstep: Class 2 contains 47737 members 
Entering Unmasked Estep 
Score: -12799304.000000 Penalty: 5661.590332
	Iteration 3Q: 3 clusters Score -1.27993e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 48545 members 
Entering Unmasked Estep 
Score: -12801020.000000 Penalty: 5661.590332
	Iteration 4Q: 3 clusters Score -1.280102e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 49516 members 
Entering Unmasked Estep 
Score: -12803546.000000 Penalty: 5661.590332
	Iteration 5F: 3 clusters Score -1.280355e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 50542 members 
Entering Unmasked Estep 
Score: -12807126.000000 Penalty: 5661.590332
	Iteration 6F: 3 clusters Score -1.280713e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 51592 members 
Entering Unmasked Estep 
Score: -12811051.000000 Penalty: 5661.590332
	Iteration 7F: 3 clusters Score -1.281105e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 52377 members 
Entering Unmasked Estep 
Score: -12814577.000000 Penalty: 5661.590332
	Iteration 8F: 3 clusters Score -1.281458e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 53010 members 
Entering Unmasked Estep 
Score: -12816679.000000 Penalty: 5661.590332
	Iteration 9Q: 3 clusters Score -1.281668e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 53539 members 
Entering Unmasked Estep 
Score: -12817523.000000 Penalty: 5661.590332
	Iteration 10Q: 3 clusters Score -1.281752e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 54064 members 
Entering Unmasked Estep 
Score: -12817843.000000 Penalty: 5661.590332
	Iteration 11Q: 3 clusters Score -1.281784e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 54634 members 
Entering Unmasked Estep 
Score: -12818066.000000 Penalty: 5661.590332
	Iteration 12Q: 3 clusters Score -1.281807e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 55243 members 
Entering Unmasked Estep 
Score: -12818329.000000 Penalty: 5661.590332
	Iteration 13Q: 3 clusters Score -1.281833e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 55894 members 
Entering Unmasked Estep 
Score: -12818536.000000 Penalty: 5661.590332
	Iteration 14Q: 3 clusters Score -1.281854e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 56549 members 
Entering Unmasked Estep 
Score: -12818860.000000 Penalty: 5661.590332
	Iteration 15Q: 3 clusters Score -1.281886e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 57277 members 
Entering Unmasked Estep 
Score: -12819260.000000 Penalty: 5661.590332
	Iteration 16Q: 3 clusters Score -1.281926e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 58101 members 
Entering Unmasked Estep 
Score: -12819650.000000 Penalty: 5661.590332
	Iteration 17Q: 3 clusters Score -1.281965e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 58962 members 
Entering Unmasked Estep 
Score: -12820057.000000 Penalty: 5661.590332
	Iteration 18Q: 3 clusters Score -1.282006e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 59807 members 
Entering Unmasked Estep 
Score: -12820445.000000 Penalty: 5661.590332
	Iteration 19Q: 3 clusters Score -1.282044e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 60634 members 
Entering Unmasked Estep 
Score: -12820855.000000 Penalty: 5661.590332
	Iteration 20F: 3 clusters Score -1.282086e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 61499 members 
Entering Unmasked Estep 
Score: -12821245.000000 Penalty: 5661.590332
	Iteration 21Q: 3 clusters Score -1.282124e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 62366 members 
Entering Unmasked Estep 
Score: -12821735.000000 Penalty: 5661.590332
	Iteration 22Q: 3 clusters Score -1.282174e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 63186 members 
Entering Unmasked Estep 
Score: -12821987.000000 Penalty: 5661.590332
	Iteration 23Q: 3 clusters Score -1.282199e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 64021 members 
Entering Unmasked Estep 
Score: -12822274.000000 Penalty: 5661.590332
	Iteration 24Q: 3 clusters Score -1.282227e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 64853 members 
Entering Unmasked Estep 
Score: -12822540.000000 Penalty: 5661.590332
	Iteration 25Q: 3 clusters Score -1.282254e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 65709 members 
Entering Unmasked Estep 
Score: -12822736.000000 Penalty: 5661.590332
	Iteration 26Q: 3 clusters Score -1.282274e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 66575 members 
Entering Unmasked Estep 
Score: -12823035.000000 Penalty: 5661.590332
	Iteration 27Q: 3 clusters Score -1.282304e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 67431 members 
Entering Unmasked Estep 
Score: -12823309.000000 Penalty: 5661.590332
	Iteration 28Q: 3 clusters Score -1.282331e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 68321 members 
Entering Unmasked Estep 
Score: -12823564.000000 Penalty: 5661.590332
	Iteration 29Q: 3 clusters Score -1.282356e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 69228 members 
Entering Unmasked Estep 
Score: -12823836.000000 Penalty: 5661.590332
	Iteration 30Q: 3 clusters Score -1.282384e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 70166 members 
Entering Unmasked Estep 
Score: -12824149.000000 Penalty: 5661.590332
	Iteration 31Q: 3 clusters Score -1.282415e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 71132 members 
Entering Unmasked Estep 
Score: -12824543.000000 Penalty: 5661.590332
	Iteration 32Q: 3 clusters Score -1.282454e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 72101 members 
Entering Unmasked Estep 
Score: -12824921.000000 Penalty: 5661.590332
	Iteration 33Q: 3 clusters Score -1.282492e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 73132 members 
Entering Unmasked Estep 
Score: -12825360.000000 Penalty: 5661.590332
	Iteration 34Q: 3 clusters Score -1.282536e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 74159 members 
Entering Unmasked Estep 
Score: -12825751.000000 Penalty: 5661.590332
	Iteration 35Q: 3 clusters Score -1.282575e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 75202 members 
Entering Unmasked Estep 
Score: -12826243.000000 Penalty: 5661.590332
	Iteration 36Q: 3 clusters Score -1.282624e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 76204 members 
Entering Unmasked Estep 
Score: -12826694.000000 Penalty: 5661.590332
	Iteration 37Q: 3 clusters Score -1.282669e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 77173 members 
Entering Unmasked Estep 
Score: -12827157.000000 Penalty: 5661.590332
	Iteration 38Q: 3 clusters Score -1.282716e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 78055 members 
Entering Unmasked Estep 
Score: -12827511.000000 Penalty: 5661.590332
	Iteration 39Q: 3 clusters Score -1.282751e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 78898 members 
Entering Unmasked Estep 
Score: -12827890.000000 Penalty: 5661.590332
	Iteration 40F: 3 clusters Score -1.282789e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 79674 members 
Entering Unmasked Estep 
Score: -12828237.000000 Penalty: 5661.590332
	Iteration 41Q: 3 clusters Score -1.282824e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 80383 members 
Entering Unmasked Estep 
Score: -12828548.000000 Penalty: 5661.590332
	Iteration 42Q: 3 clusters Score -1.282855e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 81001 members 
Entering Unmasked Estep 
Score: -12828795.000000 Penalty: 5661.590332
	Iteration 43Q: 3 clusters Score -1.28288e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 81560 members 
Entering Unmasked Estep 
Score: -12828946.000000 Penalty: 5661.590332
	Iteration 44Q: 3 clusters Score -1.282895e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 82073 members 
Entering Unmasked Estep 
Score: -12829199.000000 Penalty: 5661.590332
	Iteration 45Q: 3 clusters Score -1.28292e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 82552 members 
Entering Unmasked Estep 
Score: -12829431.000000 Penalty: 5661.590332
	Iteration 46Q: 3 clusters Score -1.282943e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 82961 members 
Entering Unmasked Estep 
Score: -12829586.000000 Penalty: 5661.590332
	Iteration 47Q: 3 clusters Score -1.282959e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 83316 members 
Entering Unmasked Estep 
Score: -12829744.000000 Penalty: 5661.590332
	Iteration 48Q: 3 clusters Score -1.282974e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 83616 members 
Entering Unmasked Estep 
Score: -12829836.000000 Penalty: 5661.590332
	Iteration 49Q: 3 clusters Score -1.282984e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 83882 members 
Entering Unmasked Estep 
Score: -12829889.000000 Penalty: 5661.590332
	Iteration 50Q: 3 clusters Score -1.282989e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 84122 members 
Entering Unmasked Estep 
Score: -12829949.000000 Penalty: 5661.590332
	Iteration 51Q: 3 clusters Score -1.282995e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 84338 members 
Entering Unmasked Estep 
Score: -12829976.000000 Penalty: 5661.590332
	Iteration 52Q: 3 clusters Score -1.282998e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 84560 members 
Entering Unmasked Estep 
Score: -12830010.000000 Penalty: 5661.590332
	Iteration 53Q: 3 clusters Score -1.283001e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 84739 members 
Entering Unmasked Estep 
Score: -12830045.000000 Penalty: 5661.590332
	Iteration 54Q: 3 clusters Score -1.283004e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 84878 members 
Entering Unmasked Estep 
Score: -12830080.000000 Penalty: 5661.590332
	Iteration 55Q: 3 clusters Score -1.283008e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 85016 members 
Entering Unmasked Estep 
Score: -12830146.000000 Penalty: 5661.590332
	Iteration 56Q: 3 clusters Score -1.283015e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 85140 members 
Entering Unmasked Estep 
Score: -12830177.000000 Penalty: 5661.590332
	Iteration 57Q: 3 clusters Score -1.283018e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 85233 members 
Entering Unmasked Estep 
Score: -12830190.000000 Penalty: 5661.590332
	Iteration 58Q: 3 clusters Score -1.283019e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 85326 members 
Entering Unmasked Estep 
Score: -12830223.000000 Penalty: 5661.590332
	Iteration 59Q: 3 clusters Score -1.283022e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 85421 members 
Entering Unmasked Estep 
Score: -12830249.000000 Penalty: 5661.590332
	Iteration 60F: 3 clusters Score -1.283025e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 85500 members 
Entering Unmasked Estep 
Score: -12830267.000000 Penalty: 5661.590332
	Iteration 61Q: 3 clusters Score -1.283027e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 85575 members 
Entering Unmasked Estep 
Score: -12830301.000000 Penalty: 5661.590332
	Iteration 62Q: 3 clusters Score -1.28303e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 85650 members 
Entering Unmasked Estep 
Score: -12830305.000000 Penalty: 5661.590332
	Iteration 63Q: 3 clusters Score -1.28303e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 85725 members 
Entering Unmasked Estep 
Score: -12830331.000000 Penalty: 5661.590332
	Iteration 64Q: 3 clusters Score -1.283033e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 85782 members 
Entering Unmasked Estep 
Score: -12830352.000000 Penalty: 5661.590332
	Iteration 65Q: 3 clusters Score -1.283035e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 85823 members 
Entering Unmasked Estep 
Score: -12830347.000000 Penalty: 5661.590332
	Iteration 66Q: 3 clusters Score -1.283035e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 85856 members 
Entering Unmasked Estep 
Score: -12830350.000000 Penalty: 5661.590332
	Iteration 67Q: 3 clusters Score -1.283035e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 85877 members 
Entering Unmasked Estep 
Score: -12830350.000000 Penalty: 5661.590332
	Iteration 68Q: 3 clusters Score -1.283035e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 85896 members 
Entering Unmasked Estep 
Score: -12830337.000000 Penalty: 5661.590332
	Iteration 69Q: 3 clusters Score -1.283034e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 85912 members 
Entering Unmasked Estep 
Score: -12830330.000000 Penalty: 5661.590332
	Iteration 70Q: 3 clusters Score -1.283033e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 85925 members 
Entering Unmasked Estep 
Score: -12830331.000000 Penalty: 5661.590332
	Iteration 71Q: 3 clusters Score -1.283033e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 85941 members 
Entering Unmasked Estep 
Score: -12830348.000000 Penalty: 5661.590332
	Iteration 72Q: 3 clusters Score -1.283035e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 85951 members 
Entering Unmasked Estep 
Score: -12830355.000000 Penalty: 5661.590332
	Iteration 73Q: 3 clusters Score -1.283036e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 85959 members 
Entering Unmasked Estep 
Score: -12830348.000000 Penalty: 5661.590332
	Iteration 74Q: 3 clusters Score -1.283035e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 85969 members 
Entering Unmasked Estep 
Score: -12830340.000000 Penalty: 5661.590332
	Iteration 75Q: 3 clusters Score -1.283034e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 85977 members 
Entering Unmasked Estep 
Score: -12830344.000000 Penalty: 5661.590332
	Iteration 76Q: 3 clusters Score -1.283034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 85984 members 
Entering Unmasked Estep 
Score: -12830347.000000 Penalty: 5661.590332
	Iteration 77Q: 3 clusters Score -1.283035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 85988 members 
Entering Unmasked Estep 
Score: -12830352.000000 Penalty: 5661.590332
	Iteration 78Q: 3 clusters Score -1.283035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 85991 members 
Entering Unmasked Estep 
Score: -12830361.000000 Penalty: 5661.590332
	Iteration 79Q: 3 clusters Score -1.283036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 85994 members 
Entering Unmasked Estep 
Score: -12830362.000000 Penalty: 5661.590332
	Iteration 80F: 3 clusters Score -1.283036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 85995 members 
Entering Unmasked Estep 
Score: -12830360.000000 Penalty: 5661.590332
	Iteration 81Q: 3 clusters Score -1.283036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 85995 members 
Entering Unmasked Estep 
Score: -12830360.000000 Penalty: 5661.590332
	Iteration 82F: 3 clusters Score -1.283036e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Entering Unmasked Estep 
Score: -3761284.750000 Penalty: 2525.152344
	Iteration 0F: 2 clusters Score -3761285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -3742954.750000 Penalty: 5050.304688
	Iteration 0F: 3 clusters Score -3742955 nChanged 11842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -3749226.000000 Penalty: 5050.304688
	Iteration 1F: 3 clusters Score -3749226 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -3749618.750000 Penalty: 5050.304688
	Iteration 2Q: 3 clusters Score -3749619 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -3749946.750000 Penalty: 5050.304688
	Iteration 3Q: 3 clusters Score -3749947 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -3750211.000000 Penalty: 5050.304688
	Iteration 4Q: 3 clusters Score -3750211 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -3750473.000000 Penalty: 5050.304688
	Iteration 5Q: 3 clusters Score -3750473 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -3750704.250000 Penalty: 5050.304688
	Iteration 6Q: 3 clusters Score -3750704 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -3750987.250000 Penalty: 5050.304688
	Iteration 7Q: 3 clusters Score -3750987 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -3751288.250000 Penalty: 5050.304688
	Iteration 8Q: 3 clusters Score -3751288 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -3751709.250000 Penalty: 5050.304688
	Iteration 9Q: 3 clusters Score -3751709 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -3752303.750000 Penalty: 5050.304688
	Iteration 10Q: 3 clusters Score -3752304 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -3753037.500000 Penalty: 5050.304688
	Iteration 11Q: 3 clusters Score -3753038 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -3753895.000000 Penalty: 5050.304688
	Iteration 12Q: 3 clusters Score -3753895 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -3754821.000000 Penalty: 5050.304688
	Iteration 13F: 3 clusters Score -3754821 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -3755811.250000 Penalty: 5050.304688
	Iteration 14Q: 3 clusters Score -3755811 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -3756629.000000 Penalty: 5050.304688
	Iteration 15Q: 3 clusters Score -3756629 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -3757312.000000 Penalty: 5050.304688
	Iteration 16Q: 3 clusters Score -3757312 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -3757811.750000 Penalty: 5050.304688
	Iteration 17Q: 3 clusters Score -3757812 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -3758214.000000 Penalty: 5050.304688
	Iteration 18Q: 3 clusters Score -3758214 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -3758464.000000 Penalty: 5050.304688
	Iteration 19Q: 3 clusters Score -3758464 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -3758665.500000 Penalty: 5050.304688
	Iteration 20F: 3 clusters Score -3758666 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -3758784.250000 Penalty: 5050.304688
	Iteration 21Q: 3 clusters Score -3758784 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -3758858.500000 Penalty: 5050.304688
	Iteration 22Q: 3 clusters Score -3758858 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -3758918.500000 Penalty: 5050.304688
	Iteration 23Q: 3 clusters Score -3758918 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -3758946.000000 Penalty: 5050.304688
	Iteration 24Q: 3 clusters Score -3758946 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -3758968.250000 Penalty: 5050.304688
	Iteration 25Q: 3 clusters Score -3758968 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -3758986.500000 Penalty: 5050.304688
	Iteration 26Q: 3 clusters Score -3758986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -3758998.000000 Penalty: 5050.304688
	Iteration 27Q: 3 clusters Score -3758998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -3759013.750000 Penalty: 5050.304688
	Iteration 28Q: 3 clusters Score -3759014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -3759032.750000 Penalty: 5050.304688
	Iteration 29Q: 3 clusters Score -3759033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -3759036.500000 Penalty: 5050.304688
	Iteration 30Q: 3 clusters Score -3759036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -3759043.750000 Penalty: 5050.304688
	Iteration 31Q: 3 clusters Score -3759044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -3759058.000000 Penalty: 5050.304688
	Iteration 32Q: 3 clusters Score -3759058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -3759061.500000 Penalty: 5050.304688
	Iteration 33Q: 3 clusters Score -3759062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -3759064.250000 Penalty: 5050.304688
	Iteration 34Q: 3 clusters Score -3759064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -3759066.000000 Penalty: 5050.304688
	Iteration 35Q: 3 clusters Score -3759066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -3759070.500000 Penalty: 5050.304688
	Iteration 36Q: 3 clusters Score -3759070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -3759078.500000 Penalty: 5050.304688
	Iteration 37Q: 3 clusters Score -3759078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -3759084.500000 Penalty: 5050.304688
	Iteration 38Q: 3 clusters Score -3759084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -3759085.250000 Penalty: 5050.304688
	Iteration 39Q: 3 clusters Score -3759085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -3759085.250000 Penalty: 5050.304688
	Iteration 40F: 3 clusters Score -3759085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -3759086.750000 Penalty: 5050.304688
	Iteration 41Q: 3 clusters Score -3759087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -3759093.750000 Penalty: 5050.304688
	Iteration 42Q: 3 clusters Score -3759094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -3759103.500000 Penalty: 5050.304688
	Iteration 43Q: 3 clusters Score -3759104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -3759104.500000 Penalty: 5050.304688
	Iteration 44Q: 3 clusters Score -3759104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -3759106.750000 Penalty: 5050.304688
	Iteration 45Q: 3 clusters Score -3759107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -3759107.750000 Penalty: 5050.304688
	Iteration 46Q: 3 clusters Score -3759108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -3759108.500000 Penalty: 5050.304688
	Iteration 47Q: 3 clusters Score -3759108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -3759107.750000 Penalty: 5050.304688
	Iteration 48Q: 3 clusters Score -3759108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -3759107.750000 Penalty: 5050.304688
	Iteration 49F: 3 clusters Score -3759108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (152954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152954 members 
Entering Unmasked Estep 
Score: -21354834.000000 Penalty: 2960.597412
	Iteration 0F: 2 clusters Score -2.135483e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76605 members 
Mstep: Class 2 contains 76349 members 
Entering Unmasked Estep 
Score: -21253134.000000 Penalty: 5921.194824
	Iteration 0F: 3 clusters Score -2.125313e+07 nChanged 73147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77360 members 
Mstep: Class 2 contains 75594 members 
Entering Unmasked Estep 
Score: -21295358.000000 Penalty: 5921.194824
	Iteration 1F: 3 clusters Score -2.129536e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78208 members 
Mstep: Class 2 contains 74746 members 
Entering Unmasked Estep 
Score: -21296052.000000 Penalty: 5921.194824
	Iteration 2Q: 3 clusters Score -2.129605e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79516 members 
Mstep: Class 2 contains 73438 members 
Entering Unmasked Estep 
Score: -21296878.000000 Penalty: 5921.194824
	Iteration 3Q: 3 clusters Score -2.129688e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81396 members 
Mstep: Class 2 contains 71558 members 
Entering Unmasked Estep 
Score: -21297826.000000 Penalty: 5921.194824
	Iteration 4Q: 3 clusters Score -2.129783e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83932 members 
Mstep: Class 2 contains 69022 members 
Entering Unmasked Estep 
Score: -21299682.000000 Penalty: 5921.194824
	Iteration 5Q: 3 clusters Score -2.129968e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87552 members 
Mstep: Class 2 contains 65402 members 
Entering Unmasked Estep 
Score: -21302246.000000 Penalty: 5921.194824
	Iteration 6Q: 3 clusters Score -2.130225e+07 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92426 members 
Mstep: Class 2 contains 60528 members 
Entering Unmasked Estep 
Score: -21306366.000000 Penalty: 5921.194824
	Iteration 7Q: 3 clusters Score -2.130637e+07 nChanged 7789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98535 members 
Mstep: Class 2 contains 54419 members 
Entering Unmasked Estep 
Score: -21311900.000000 Penalty: 5921.194824
	Iteration 8F: 3 clusters Score -2.13119e+07 nChanged 8694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105521 members 
Mstep: Class 2 contains 47433 members 
Entering Unmasked Estep 
Score: -21318066.000000 Penalty: 5921.194824
	Iteration 9F: 3 clusters Score -2.131807e+07 nChanged 8883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112872 members 
Mstep: Class 2 contains 40082 members 
Entering Unmasked Estep 
Score: -21324460.000000 Penalty: 5921.194824
	Iteration 10F: 3 clusters Score -2.132446e+07 nChanged 8346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119972 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -21330428.000000 Penalty: 5921.194824
	Iteration 11F: 3 clusters Score -2.133043e+07 nChanged 7479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126541 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -21335506.000000 Penalty: 5921.194824
	Iteration 12Q: 3 clusters Score -2.133551e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132114 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -21339456.000000 Penalty: 5921.194824
	Iteration 13Q: 3 clusters Score -2.133946e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136764 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -21342654.000000 Penalty: 5921.194824
	Iteration 14Q: 3 clusters Score -2.134265e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140628 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -21345186.000000 Penalty: 5921.194824
	Iteration 15Q: 3 clusters Score -2.134519e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143706 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -21347240.000000 Penalty: 5921.194824
	Iteration 16Q: 3 clusters Score -2.134724e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146075 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -21348644.000000 Penalty: 5921.194824
	Iteration 17Q: 3 clusters Score -2.134864e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147837 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -21349644.000000 Penalty: 5921.194824
	Iteration 18Q: 3 clusters Score -2.134964e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149131 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -21350394.000000 Penalty: 5921.194824
	Iteration 19Q: 3 clusters Score -2.135039e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150025 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -21350946.000000 Penalty: 5921.194824
	Iteration 20F: 3 clusters Score -2.135095e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150658 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -21351310.000000 Penalty: 5921.194824
	Iteration 21Q: 3 clusters Score -2.135131e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151124 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -21351526.000000 Penalty: 5921.194824
	Iteration 22Q: 3 clusters Score -2.135153e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151433 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -21351704.000000 Penalty: 5921.194824
	Iteration 23Q: 3 clusters Score -2.13517e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151641 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -21351854.000000 Penalty: 5921.194824
	Iteration 24Q: 3 clusters Score -2.135185e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151781 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -21351966.000000 Penalty: 5921.194824
	Iteration 25Q: 3 clusters Score -2.135197e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151886 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -21352034.000000 Penalty: 5921.194824
	Iteration 26Q: 3 clusters Score -2.135203e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151968 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -21352082.000000 Penalty: 5921.194824
	Iteration 27Q: 3 clusters Score -2.135208e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152012 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -21352144.000000 Penalty: 5921.194824
	Iteration 28Q: 3 clusters Score -2.135214e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152041 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -21352190.000000 Penalty: 5921.194824
	Iteration 29Q: 3 clusters Score -2.135219e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152077 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -21352230.000000 Penalty: 5921.194824
	Iteration 30Q: 3 clusters Score -2.135223e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152113 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -21352250.000000 Penalty: 5921.194824
	Iteration 31Q: 3 clusters Score -2.135225e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152137 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -21352254.000000 Penalty: 5921.194824
	Iteration 32Q: 3 clusters Score -2.135225e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152152 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -21352266.000000 Penalty: 5921.194824
	Iteration 33Q: 3 clusters Score -2.135227e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152162 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -21352276.000000 Penalty: 5921.194824
	Iteration 34Q: 3 clusters Score -2.135228e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152175 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -21352280.000000 Penalty: 5921.194824
	Iteration 35Q: 3 clusters Score -2.135228e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152179 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -21352282.000000 Penalty: 5921.194824
	Iteration 36Q: 3 clusters Score -2.135228e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152188 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -21352292.000000 Penalty: 5921.194824
	Iteration 37Q: 3 clusters Score -2.135229e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152196 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -21352306.000000 Penalty: 5921.194824
	Iteration 38Q: 3 clusters Score -2.135231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152200 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -21352300.000000 Penalty: 5921.194824
	Iteration 39Q: 3 clusters Score -2.13523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152202 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -21352310.000000 Penalty: 5921.194824
	Iteration 40F: 3 clusters Score -2.135231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152206 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -21352304.000000 Penalty: 5921.194824
	Iteration 41Q: 3 clusters Score -2.13523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152210 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -21352300.000000 Penalty: 5921.194824
	Iteration 42Q: 3 clusters Score -2.13523e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152214 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -21352310.000000 Penalty: 5921.194824
	Iteration 43Q: 3 clusters Score -2.135231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152216 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -21352312.000000 Penalty: 5921.194824
	Iteration 44Q: 3 clusters Score -2.135231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152218 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -21352302.000000 Penalty: 5921.194824
	Iteration 45Q: 3 clusters Score -2.13523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152221 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -21352310.000000 Penalty: 5921.194824
	Iteration 46Q: 3 clusters Score -2.135231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152224 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -21352304.000000 Penalty: 5921.194824
	Iteration 47Q: 3 clusters Score -2.13523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152225 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -21352316.000000 Penalty: 5921.194824
	Iteration 48Q: 3 clusters Score -2.135232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152224 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -21352312.000000 Penalty: 5921.194824
	Iteration 49Q: 3 clusters Score -2.135231e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152224 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -21352312.000000 Penalty: 5921.194824
	Iteration 50F: 3 clusters Score -2.135231e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -106209.664062 Penalty: 1701.184448
	Iteration 0F: 2 clusters Score -106209.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -104546.851562 Penalty: 3402.368896
	Iteration 0F: 3 clusters Score -104546.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -105628.867188 Penalty: 3402.368896
	Iteration 1F: 3 clusters Score -105628.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -106475.085938 Penalty: 3402.368896
	Iteration 2F: 3 clusters Score -106475.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -106942.742188 Penalty: 3402.368896
	Iteration 3F: 3 clusters Score -106942.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -107213.437500 Penalty: 3402.368896
	Iteration 4F: 3 clusters Score -107213.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -107345.210938 Penalty: 3402.368896
	Iteration 5Q: 3 clusters Score -107345.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -107485.382812 Penalty: 3402.368896
	Iteration 6Q: 3 clusters Score -107485.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -107522.023438 Penalty: 3402.368896
	Iteration 7Q: 3 clusters Score -107522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -107528.015625 Penalty: 3402.368896
	Iteration 8Q: 3 clusters Score -107528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -107528.015625 Penalty: 3402.368896
	Iteration 9F: 3 clusters Score -107528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159867 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8033 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63616 members 
Mstep: Class 6 contains 124190 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2790 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2210 members 
Mstep: Class 11 contains 39627 members 
Mstep: Class 12 contains 3938 members 
Mstep: Class 13 contains 17491 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56192 members 
Mstep: Class 16 contains 174640 members 
Mstep: Class 17 contains 33956 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 90626 members 
Mstep: Class 20 contains 26425 members 
Mstep: Class 21 contains 152954 members 
Mstep: Class 22 contains 509 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 444 members 
Entering Unmasked Estep 
Score: -132702560.000000 Penalty: 81993.640625
Splitting cluster 22 changes total score from -132702896.000000 to -132702560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -27544.220703 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -27544.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -26372.595703 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -26372.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -26524.136719 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -26524.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -26555.718750 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -26555.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -26567.775391 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -26567.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -26575.605469 Penalty: 2688.585449
	Iteration 4Q: 3 clusters Score -26575.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -26600.183594 Penalty: 2688.585449
	Iteration 5Q: 3 clusters Score -26600.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -26601.675781 Penalty: 2688.585449
	Iteration 6Q: 3 clusters Score -26601.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -26601.675781 Penalty: 2688.585449
	Iteration 7F: 3 clusters Score -26601.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159867 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8033 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63616 members 
Mstep: Class 6 contains 124190 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2790 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2210 members 
Mstep: Class 11 contains 39627 members 
Mstep: Class 12 contains 3938 members 
Mstep: Class 13 contains 17491 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56192 members 
Mstep: Class 16 contains 174640 members 
Mstep: Class 17 contains 33956 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 90626 members 
Mstep: Class 20 contains 26425 members 
Mstep: Class 21 contains 152954 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703000.000000 Penalty: 78577.234375
Iteration 199Q: 24 clusters Score -1.32703e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159880 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8035 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63619 members 
Mstep: Class 6 contains 124075 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2790 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2209 members 
Mstep: Class 11 contains 39612 members 
Mstep: Class 12 contains 3938 members 
Mstep: Class 13 contains 17481 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56170 members 
Mstep: Class 16 contains 174558 members 
Mstep: Class 17 contains 33979 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 90785 members 
Mstep: Class 20 contains 26434 members 
Mstep: Class 21 contains 152990 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703072.000000 Penalty: 78577.234375
Iteration 200F: 24 clusters Score -1.327031e+08 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159915 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8040 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63626 members 
Mstep: Class 6 contains 123967 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2791 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 39598 members 
Mstep: Class 12 contains 3938 members 
Mstep: Class 13 contains 17475 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56147 members 
Mstep: Class 16 contains 174477 members 
Mstep: Class 17 contains 33995 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 90923 members 
Mstep: Class 20 contains 26444 members 
Mstep: Class 21 contains 153011 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703384.000000 Penalty: 78577.234375
Iteration 201Q: 24 clusters Score -1.327034e+08 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159943 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8044 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63635 members 
Mstep: Class 6 contains 123837 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2792 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2207 members 
Mstep: Class 11 contains 39585 members 
Mstep: Class 12 contains 3938 members 
Mstep: Class 13 contains 17474 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56134 members 
Mstep: Class 16 contains 174396 members 
Mstep: Class 17 contains 34007 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91074 members 
Mstep: Class 20 contains 26447 members 
Mstep: Class 21 contains 153043 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703320.000000 Penalty: 78577.234375
Iteration 202Q: 24 clusters Score -1.327033e+08 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159970 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8044 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63641 members 
Mstep: Class 6 contains 123737 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2792 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2209 members 
Mstep: Class 11 contains 39579 members 
Mstep: Class 12 contains 3938 members 
Mstep: Class 13 contains 17466 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56121 members 
Mstep: Class 16 contains 174331 members 
Mstep: Class 17 contains 34012 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91191 members 
Mstep: Class 20 contains 26450 members 
Mstep: Class 21 contains 153075 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703112.000000 Penalty: 78577.234375
Iteration 203Q: 24 clusters Score -1.327031e+08 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159996 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8042 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63654 members 
Mstep: Class 6 contains 123653 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2791 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2209 members 
Mstep: Class 11 contains 39568 members 
Mstep: Class 12 contains 3938 members 
Mstep: Class 13 contains 17457 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56126 members 
Mstep: Class 16 contains 174265 members 
Mstep: Class 17 contains 34018 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91294 members 
Mstep: Class 20 contains 26452 members 
Mstep: Class 21 contains 153093 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703024.000000 Penalty: 78577.234375
Iteration 204Q: 24 clusters Score -1.32703e+08 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 160025 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8047 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63656 members 
Mstep: Class 6 contains 123573 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2791 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 39565 members 
Mstep: Class 12 contains 3938 members 
Mstep: Class 13 contains 17446 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56116 members 
Mstep: Class 16 contains 174199 members 
Mstep: Class 17 contains 34033 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91372 members 
Mstep: Class 20 contains 26468 members 
Mstep: Class 21 contains 153119 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703152.000000 Penalty: 78577.234375
Iteration 205Q: 24 clusters Score -1.327032e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 160066 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8048 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63667 members 
Mstep: Class 6 contains 123493 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2791 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2207 members 
Mstep: Class 11 contains 39557 members 
Mstep: Class 12 contains 3938 members 
Mstep: Class 13 contains 17432 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56112 members 
Mstep: Class 16 contains 174151 members 
Mstep: Class 17 contains 34031 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91460 members 
Mstep: Class 20 contains 26483 members 
Mstep: Class 21 contains 153120 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703144.000000 Penalty: 78577.234375
Iteration 206Q: 24 clusters Score -1.327031e+08 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 160072 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8046 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63677 members 
Mstep: Class 6 contains 123402 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2792 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2206 members 
Mstep: Class 11 contains 39546 members 
Mstep: Class 12 contains 3938 members 
Mstep: Class 13 contains 17420 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56108 members 
Mstep: Class 16 contains 174103 members 
Mstep: Class 17 contains 34052 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91548 members 
Mstep: Class 20 contains 26498 members 
Mstep: Class 21 contains 153148 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703312.000000 Penalty: 78577.234375
Iteration 207Q: 24 clusters Score -1.327033e+08 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 160108 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8044 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63688 members 
Mstep: Class 6 contains 123338 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2793 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2206 members 
Mstep: Class 11 contains 39539 members 
Mstep: Class 12 contains 3939 members 
Mstep: Class 13 contains 17406 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56096 members 
Mstep: Class 16 contains 174052 members 
Mstep: Class 17 contains 34073 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91617 members 
Mstep: Class 20 contains 26504 members 
Mstep: Class 21 contains 153153 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703320.000000 Penalty: 78577.234375
Iteration 208Q: 24 clusters Score -1.327033e+08 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 160140 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8038 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63695 members 
Mstep: Class 6 contains 123285 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2793 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2206 members 
Mstep: Class 11 contains 39530 members 
Mstep: Class 12 contains 3939 members 
Mstep: Class 13 contains 17397 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56103 members 
Mstep: Class 16 contains 174006 members 
Mstep: Class 17 contains 34076 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91671 members 
Mstep: Class 20 contains 26506 members 
Mstep: Class 21 contains 153171 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703104.000000 Penalty: 78577.234375
Iteration 209Q: 24 clusters Score -1.327031e+08 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 160174 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8035 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63710 members 
Mstep: Class 6 contains 123222 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2793 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 39522 members 
Mstep: Class 12 contains 3940 members 
Mstep: Class 13 contains 17389 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56089 members 
Mstep: Class 16 contains 173975 members 
Mstep: Class 17 contains 34081 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91728 members 
Mstep: Class 20 contains 26514 members 
Mstep: Class 21 contains 153176 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702944.000000 Penalty: 78577.234375
Iteration 210Q: 24 clusters Score -1.327029e+08 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 160195 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8031 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63719 members 
Mstep: Class 6 contains 123170 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2793 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 39514 members 
Mstep: Class 12 contains 3940 members 
Mstep: Class 13 contains 17377 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56089 members 
Mstep: Class 16 contains 173915 members 
Mstep: Class 17 contains 34100 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91796 members 
Mstep: Class 20 contains 26516 members 
Mstep: Class 21 contains 153193 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132702976.000000 Penalty: 78577.234375
Iteration 211Q: 24 clusters Score -1.32703e+08 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 160213 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8030 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63728 members 
Mstep: Class 6 contains 123110 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2793 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2207 members 
Mstep: Class 11 contains 39502 members 
Mstep: Class 12 contains 3940 members 
Mstep: Class 13 contains 17373 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56099 members 
Mstep: Class 16 contains 173865 members 
Mstep: Class 17 contains 34118 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91838 members 
Mstep: Class 20 contains 26521 members 
Mstep: Class 21 contains 153219 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703032.000000 Penalty: 78577.234375
Iteration 212Q: 24 clusters Score -1.32703e+08 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 160223 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8028 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63728 members 
Mstep: Class 6 contains 123063 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2794 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2207 members 
Mstep: Class 11 contains 39486 members 
Mstep: Class 12 contains 3940 members 
Mstep: Class 13 contains 17369 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56087 members 
Mstep: Class 16 contains 173832 members 
Mstep: Class 17 contains 34144 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91865 members 
Mstep: Class 20 contains 26518 members 
Mstep: Class 21 contains 153272 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703040.000000 Penalty: 78577.234375
Iteration 213Q: 24 clusters Score -1.32703e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 160222 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8027 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63736 members 
Mstep: Class 6 contains 123021 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2794 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2207 members 
Mstep: Class 11 contains 39464 members 
Mstep: Class 12 contains 3940 members 
Mstep: Class 13 contains 17366 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56081 members 
Mstep: Class 16 contains 173800 members 
Mstep: Class 17 contains 34168 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91876 members 
Mstep: Class 20 contains 26527 members 
Mstep: Class 21 contains 153327 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703200.000000 Penalty: 78577.234375
Iteration 214Q: 24 clusters Score -1.327032e+08 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 160188 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8026 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63733 members 
Mstep: Class 6 contains 122978 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2795 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2207 members 
Mstep: Class 11 contains 39452 members 
Mstep: Class 12 contains 3940 members 
Mstep: Class 13 contains 17364 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56093 members 
Mstep: Class 16 contains 173782 members 
Mstep: Class 17 contains 34174 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91914 members 
Mstep: Class 20 contains 26542 members 
Mstep: Class 21 contains 153368 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703176.000000 Penalty: 78577.234375
Iteration 215Q: 24 clusters Score -1.327032e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 160140 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8026 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63737 members 
Mstep: Class 6 contains 122943 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2795 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2207 members 
Mstep: Class 11 contains 39439 members 
Mstep: Class 12 contains 3940 members 
Mstep: Class 13 contains 17360 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56106 members 
Mstep: Class 16 contains 173765 members 
Mstep: Class 17 contains 34197 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91940 members 
Mstep: Class 20 contains 26558 members 
Mstep: Class 21 contains 153403 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703328.000000 Penalty: 78577.234375
Iteration 216Q: 24 clusters Score -1.327033e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 160106 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8027 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63745 members 
Mstep: Class 6 contains 122905 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2795 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2207 members 
Mstep: Class 11 contains 39438 members 
Mstep: Class 12 contains 3940 members 
Mstep: Class 13 contains 17353 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56110 members 
Mstep: Class 16 contains 173759 members 
Mstep: Class 17 contains 34207 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91967 members 
Mstep: Class 20 contains 26575 members 
Mstep: Class 21 contains 153422 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703488.000000 Penalty: 78577.234375
Iteration 217Q: 24 clusters Score -1.327035e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 160077 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8029 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63747 members 
Mstep: Class 6 contains 122880 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2795 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2207 members 
Mstep: Class 11 contains 39427 members 
Mstep: Class 12 contains 3940 members 
Mstep: Class 13 contains 17344 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56102 members 
Mstep: Class 16 contains 173746 members 
Mstep: Class 17 contains 34225 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91997 members 
Mstep: Class 20 contains 26580 members 
Mstep: Class 21 contains 153460 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703552.000000 Penalty: 78577.234375
Iteration 218Q: 24 clusters Score -1.327036e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 160054 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8029 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63750 members 
Mstep: Class 6 contains 122862 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2795 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2207 members 
Mstep: Class 11 contains 39415 members 
Mstep: Class 12 contains 3940 members 
Mstep: Class 13 contains 17338 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56089 members 
Mstep: Class 16 contains 173728 members 
Mstep: Class 17 contains 34247 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92004 members 
Mstep: Class 20 contains 26590 members 
Mstep: Class 21 contains 153508 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703560.000000 Penalty: 78577.234375
Iteration 219Q: 24 clusters Score -1.327036e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 160062 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8024 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63749 members 
Mstep: Class 6 contains 122845 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2796 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2207 members 
Mstep: Class 11 contains 39407 members 
Mstep: Class 12 contains 3940 members 
Mstep: Class 13 contains 17330 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56086 members 
Mstep: Class 16 contains 173700 members 
Mstep: Class 17 contains 34262 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92020 members 
Mstep: Class 20 contains 26597 members 
Mstep: Class 21 contains 153531 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703568.000000 Penalty: 78577.234375
Iteration 220F: 24 clusters Score -1.327036e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 160068 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8024 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63747 members 
Mstep: Class 6 contains 122829 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2796 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2207 members 
Mstep: Class 11 contains 39394 members 
Mstep: Class 12 contains 3940 members 
Mstep: Class 13 contains 17324 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56083 members 
Mstep: Class 16 contains 173668 members 
Mstep: Class 17 contains 34274 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92042 members 
Mstep: Class 20 contains 26600 members 
Mstep: Class 21 contains 153560 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703624.000000 Penalty: 78577.234375
Iteration 221Q: 24 clusters Score -1.327036e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 160061 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8019 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63746 members 
Mstep: Class 6 contains 122810 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2797 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 39386 members 
Mstep: Class 12 contains 3940 members 
Mstep: Class 13 contains 17319 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56080 members 
Mstep: Class 16 contains 173648 members 
Mstep: Class 17 contains 34285 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92063 members 
Mstep: Class 20 contains 26605 members 
Mstep: Class 21 contains 153589 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703512.000000 Penalty: 78577.234375
Iteration 222Q: 24 clusters Score -1.327035e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 160060 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8020 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63747 members 
Mstep: Class 6 contains 122782 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2798 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 39375 members 
Mstep: Class 12 contains 3940 members 
Mstep: Class 13 contains 17321 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56098 members 
Mstep: Class 16 contains 173619 members 
Mstep: Class 17 contains 34297 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92062 members 
Mstep: Class 20 contains 26613 members 
Mstep: Class 21 contains 153616 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703464.000000 Penalty: 78577.234375
Iteration 223Q: 24 clusters Score -1.327035e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 160043 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8022 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63748 members 
Mstep: Class 6 contains 122764 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2798 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 39359 members 
Mstep: Class 12 contains 3940 members 
Mstep: Class 13 contains 17317 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56101 members 
Mstep: Class 16 contains 173593 members 
Mstep: Class 17 contains 34313 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92081 members 
Mstep: Class 20 contains 26613 members 
Mstep: Class 21 contains 153656 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703456.000000 Penalty: 78577.234375
Iteration 224Q: 24 clusters Score -1.327035e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 160008 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8024 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63756 members 
Mstep: Class 6 contains 122746 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2798 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 39349 members 
Mstep: Class 12 contains 3940 members 
Mstep: Class 13 contains 17315 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56110 members 
Mstep: Class 16 contains 173574 members 
Mstep: Class 17 contains 34332 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92091 members 
Mstep: Class 20 contains 26617 members 
Mstep: Class 21 contains 153688 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703568.000000 Penalty: 78577.234375
Iteration 225Q: 24 clusters Score -1.327036e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 160011 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8023 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63762 members 
Mstep: Class 6 contains 122730 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2798 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 39343 members 
Mstep: Class 12 contains 3940 members 
Mstep: Class 13 contains 17315 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56118 members 
Mstep: Class 16 contains 173557 members 
Mstep: Class 17 contains 34348 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92093 members 
Mstep: Class 20 contains 26617 members 
Mstep: Class 21 contains 153693 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703464.000000 Penalty: 78577.234375
Iteration 226Q: 24 clusters Score -1.327035e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 160025 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8021 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63762 members 
Mstep: Class 6 contains 122708 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2798 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 39341 members 
Mstep: Class 12 contains 3940 members 
Mstep: Class 13 contains 17311 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56130 members 
Mstep: Class 16 contains 173533 members 
Mstep: Class 17 contains 34363 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92102 members 
Mstep: Class 20 contains 26614 members 
Mstep: Class 21 contains 153700 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703504.000000 Penalty: 78577.234375
Iteration 227Q: 24 clusters Score -1.327035e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 160034 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8021 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63760 members 
Mstep: Class 6 contains 122675 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2799 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2209 members 
Mstep: Class 11 contains 39333 members 
Mstep: Class 12 contains 3940 members 
Mstep: Class 13 contains 17310 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56133 members 
Mstep: Class 16 contains 173517 members 
Mstep: Class 17 contains 34375 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92115 members 
Mstep: Class 20 contains 26617 members 
Mstep: Class 21 contains 153718 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703496.000000 Penalty: 78577.234375
Iteration 228Q: 24 clusters Score -1.327035e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 160017 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8020 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63764 members 
Mstep: Class 6 contains 122655 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2800 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2209 members 
Mstep: Class 11 contains 39330 members 
Mstep: Class 12 contains 3940 members 
Mstep: Class 13 contains 17311 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56136 members 
Mstep: Class 16 contains 173493 members 
Mstep: Class 17 contains 34393 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92122 members 
Mstep: Class 20 contains 26615 members 
Mstep: Class 21 contains 153751 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703424.000000 Penalty: 78577.234375
Iteration 229Q: 24 clusters Score -1.327034e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 160023 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8022 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63766 members 
Mstep: Class 6 contains 122634 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2799 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2209 members 
Mstep: Class 11 contains 39323 members 
Mstep: Class 12 contains 3940 members 
Mstep: Class 13 contains 17311 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56141 members 
Mstep: Class 16 contains 173478 members 
Mstep: Class 17 contains 34401 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92116 members 
Mstep: Class 20 contains 26615 members 
Mstep: Class 21 contains 153778 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703424.000000 Penalty: 78577.234375
Iteration 230Q: 24 clusters Score -1.327034e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 160038 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8023 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63772 members 
Mstep: Class 6 contains 122610 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2799 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2210 members 
Mstep: Class 11 contains 39316 members 
Mstep: Class 12 contains 3940 members 
Mstep: Class 13 contains 17312 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56142 members 
Mstep: Class 16 contains 173471 members 
Mstep: Class 17 contains 34408 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92095 members 
Mstep: Class 20 contains 26614 members 
Mstep: Class 21 contains 153805 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703496.000000 Penalty: 78577.234375
Iteration 231Q: 24 clusters Score -1.327035e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 160034 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 8023 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63769 members 
Mstep: Class 6 contains 122591 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2799 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 39317 members 
Mstep: Class 12 contains 3940 members 
Mstep: Class 13 contains 17313 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56136 members 
Mstep: Class 16 contains 173460 members 
Mstep: Class 17 contains 34411 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92084 members 
Mstep: Class 20 contains 26620 members 
Mstep: Class 21 contains 153846 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703264.000000 Penalty: 78577.234375
Iteration 232Q: 24 clusters Score -1.327033e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 160028 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 8022 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63768 members 
Mstep: Class 6 contains 122572 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2799 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2210 members 
Mstep: Class 11 contains 39317 members 
Mstep: Class 12 contains 3940 members 
Mstep: Class 13 contains 17314 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56128 members 
Mstep: Class 16 contains 173452 members 
Mstep: Class 17 contains 34426 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92078 members 
Mstep: Class 20 contains 26623 members 
Mstep: Class 21 contains 153877 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703304.000000 Penalty: 78577.234375
Iteration 233Q: 24 clusters Score -1.327033e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 160004 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 8023 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63765 members 
Mstep: Class 6 contains 122545 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2799 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 39311 members 
Mstep: Class 12 contains 3940 members 
Mstep: Class 13 contains 17313 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56130 members 
Mstep: Class 16 contains 173446 members 
Mstep: Class 17 contains 34440 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92083 members 
Mstep: Class 20 contains 26620 members 
Mstep: Class 21 contains 153924 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703216.000000 Penalty: 78577.234375
Iteration 234Q: 24 clusters Score -1.327032e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159967 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 8023 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63766 members 
Mstep: Class 6 contains 122521 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2799 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 39309 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 17312 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56139 members 
Mstep: Class 16 contains 173444 members 
Mstep: Class 17 contains 34461 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92080 members 
Mstep: Class 20 contains 26618 members 
Mstep: Class 21 contains 153963 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703232.000000 Penalty: 78577.234375
Iteration 235Q: 24 clusters Score -1.327032e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159958 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 8023 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63765 members 
Mstep: Class 6 contains 122505 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2799 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 39308 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 17312 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56154 members 
Mstep: Class 16 contains 173436 members 
Mstep: Class 17 contains 34473 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92076 members 
Mstep: Class 20 contains 26616 members 
Mstep: Class 21 contains 153977 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703264.000000 Penalty: 78577.234375
Iteration 236Q: 24 clusters Score -1.327033e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159952 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 8023 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63762 members 
Mstep: Class 6 contains 122490 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2799 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 39300 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 17311 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56173 members 
Mstep: Class 16 contains 173425 members 
Mstep: Class 17 contains 34485 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92075 members 
Mstep: Class 20 contains 26612 members 
Mstep: Class 21 contains 153995 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703168.000000 Penalty: 78577.234375
Iteration 237Q: 24 clusters Score -1.327032e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159933 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 8023 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63756 members 
Mstep: Class 6 contains 122465 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2799 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 39297 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 17308 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56184 members 
Mstep: Class 16 contains 173417 members 
Mstep: Class 17 contains 34500 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92077 members 
Mstep: Class 20 contains 26611 members 
Mstep: Class 21 contains 154032 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703224.000000 Penalty: 78577.234375
Iteration 238Q: 24 clusters Score -1.327032e+08 nChanged 372
Entering ConstructFrom: 
Score: -132703224.000000 Penalty: 78577.234375
Entering ConstructFrom: 
Trying to split cluster 1 (159910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159910 members 
Entering Unmasked Estep 
Score: -22323764.000000 Penalty: 2971.626953
	Iteration 0F: 2 clusters Score -2.232376e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79987 members 
Mstep: Class 2 contains 79923 members 
Entering Unmasked Estep 
Score: -22217856.000000 Penalty: 5943.253906
	Iteration 0F: 3 clusters Score -2.221786e+07 nChanged 76367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80212 members 
Mstep: Class 2 contains 79698 members 
Entering Unmasked Estep 
Score: -22262142.000000 Penalty: 5943.253906
	Iteration 1F: 3 clusters Score -2.226214e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80747 members 
Mstep: Class 2 contains 79163 members 
Entering Unmasked Estep 
Score: -22263010.000000 Penalty: 5943.253906
	Iteration 2Q: 3 clusters Score -2.226301e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81436 members 
Mstep: Class 2 contains 78474 members 
Entering Unmasked Estep 
Score: -22264296.000000 Penalty: 5943.253906
	Iteration 3Q: 3 clusters Score -2.22643e+07 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82533 members 
Mstep: Class 2 contains 77377 members 
Entering Unmasked Estep 
Score: -22265884.000000 Penalty: 5943.253906
	Iteration 4Q: 3 clusters Score -2.226588e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84237 members 
Mstep: Class 2 contains 75673 members 
Entering Unmasked Estep 
Score: -22268632.000000 Penalty: 5943.253906
	Iteration 5Q: 3 clusters Score -2.226863e+07 nChanged 7826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86823 members 
Mstep: Class 2 contains 73087 members 
Entering Unmasked Estep 
Score: -22272636.000000 Penalty: 5943.253906
	Iteration 6Q: 3 clusters Score -2.227264e+07 nChanged 9780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90779 members 
Mstep: Class 2 contains 69131 members 
Entering Unmasked Estep 
Score: -22279366.000000 Penalty: 5943.253906
	Iteration 7F: 3 clusters Score -2.227937e+07 nChanged 11172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95645 members 
Mstep: Class 2 contains 64265 members 
Entering Unmasked Estep 
Score: -22288450.000000 Penalty: 5943.253906
	Iteration 8F: 3 clusters Score -2.228845e+07 nChanged 11395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100412 members 
Mstep: Class 2 contains 59498 members 
Entering Unmasked Estep 
Score: -22297894.000000 Penalty: 5943.253906
	Iteration 9F: 3 clusters Score -2.229789e+07 nChanged 9248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104050 members 
Mstep: Class 2 contains 55860 members 
Entering Unmasked Estep 
Score: -22303530.000000 Penalty: 5943.253906
	Iteration 10F: 3 clusters Score -2.230353e+07 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107014 members 
Mstep: Class 2 contains 52896 members 
Entering Unmasked Estep 
Score: -22306116.000000 Penalty: 5943.253906
	Iteration 11Q: 3 clusters Score -2.230612e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109748 members 
Mstep: Class 2 contains 50162 members 
Entering Unmasked Estep 
Score: -22307654.000000 Penalty: 5943.253906
	Iteration 12Q: 3 clusters Score -2.230765e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112416 members 
Mstep: Class 2 contains 47494 members 
Entering Unmasked Estep 
Score: -22309138.000000 Penalty: 5943.253906
	Iteration 13Q: 3 clusters Score -2.230914e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114981 members 
Mstep: Class 2 contains 44929 members 
Entering Unmasked Estep 
Score: -22310520.000000 Penalty: 5943.253906
	Iteration 14Q: 3 clusters Score -2.231052e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117473 members 
Mstep: Class 2 contains 42437 members 
Entering Unmasked Estep 
Score: -22311698.000000 Penalty: 5943.253906
	Iteration 15Q: 3 clusters Score -2.23117e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119853 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -22312940.000000 Penalty: 5943.253906
	Iteration 16Q: 3 clusters Score -2.231294e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122214 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -22314018.000000 Penalty: 5943.253906
	Iteration 17Q: 3 clusters Score -2.231402e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124499 members 
Mstep: Class 2 contains 35411 members 
Entering Unmasked Estep 
Score: -22314994.000000 Penalty: 5943.253906
	Iteration 18Q: 3 clusters Score -2.231499e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126586 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -22315812.000000 Penalty: 5943.253906
	Iteration 19Q: 3 clusters Score -2.231581e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128546 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -22316524.000000 Penalty: 5943.253906
	Iteration 20F: 3 clusters Score -2.231652e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130391 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -22317204.000000 Penalty: 5943.253906
	Iteration 21Q: 3 clusters Score -2.23172e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132186 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -22317878.000000 Penalty: 5943.253906
	Iteration 22Q: 3 clusters Score -2.231788e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133842 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -22318480.000000 Penalty: 5943.253906
	Iteration 23Q: 3 clusters Score -2.231848e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135412 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -22319180.000000 Penalty: 5943.253906
	Iteration 24Q: 3 clusters Score -2.231918e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136844 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -22319632.000000 Penalty: 5943.253906
	Iteration 25Q: 3 clusters Score -2.231963e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138218 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -22320062.000000 Penalty: 5943.253906
	Iteration 26Q: 3 clusters Score -2.232006e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139554 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -22320552.000000 Penalty: 5943.253906
	Iteration 27Q: 3 clusters Score -2.232055e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140803 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -22320854.000000 Penalty: 5943.253906
	Iteration 28Q: 3 clusters Score -2.232085e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141904 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -22321076.000000 Penalty: 5943.253906
	Iteration 29Q: 3 clusters Score -2.232108e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142888 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -22321262.000000 Penalty: 5943.253906
	Iteration 30Q: 3 clusters Score -2.232126e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143815 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -22321490.000000 Penalty: 5943.253906
	Iteration 31Q: 3 clusters Score -2.232149e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144656 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -22321722.000000 Penalty: 5943.253906
	Iteration 32Q: 3 clusters Score -2.232172e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145434 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -22321834.000000 Penalty: 5943.253906
	Iteration 33Q: 3 clusters Score -2.232183e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146171 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -22322030.000000 Penalty: 5943.253906
	Iteration 34Q: 3 clusters Score -2.232203e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146822 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -22322132.000000 Penalty: 5943.253906
	Iteration 35Q: 3 clusters Score -2.232213e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147451 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -22322184.000000 Penalty: 5943.253906
	Iteration 36Q: 3 clusters Score -2.232218e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148052 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -22322256.000000 Penalty: 5943.253906
	Iteration 37Q: 3 clusters Score -2.232226e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148600 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -22322428.000000 Penalty: 5943.253906
	Iteration 38Q: 3 clusters Score -2.232243e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149094 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -22322514.000000 Penalty: 5943.253906
	Iteration 39Q: 3 clusters Score -2.232251e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149540 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -22322534.000000 Penalty: 5943.253906
	Iteration 40F: 3 clusters Score -2.232253e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149946 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -22322518.000000 Penalty: 5943.253906
	Iteration 41Q: 3 clusters Score -2.232252e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150309 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -22322578.000000 Penalty: 5943.253906
	Iteration 42Q: 3 clusters Score -2.232258e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150628 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -22322592.000000 Penalty: 5943.253906
	Iteration 43Q: 3 clusters Score -2.232259e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150918 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -22322614.000000 Penalty: 5943.253906
	Iteration 44Q: 3 clusters Score -2.232261e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151189 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -22322668.000000 Penalty: 5943.253906
	Iteration 45Q: 3 clusters Score -2.232267e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151437 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -22322716.000000 Penalty: 5943.253906
	Iteration 46Q: 3 clusters Score -2.232272e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151674 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -22322754.000000 Penalty: 5943.253906
	Iteration 47Q: 3 clusters Score -2.232275e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151888 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -22322804.000000 Penalty: 5943.253906
	Iteration 48Q: 3 clusters Score -2.23228e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152055 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -22322794.000000 Penalty: 5943.253906
	Iteration 49Q: 3 clusters Score -2.232279e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152197 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -22322858.000000 Penalty: 5943.253906
	Iteration 50Q: 3 clusters Score -2.232286e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152331 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -22322878.000000 Penalty: 5943.253906
	Iteration 51Q: 3 clusters Score -2.232288e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152457 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -22322888.000000 Penalty: 5943.253906
	Iteration 52Q: 3 clusters Score -2.232289e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152560 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -22322858.000000 Penalty: 5943.253906
	Iteration 53Q: 3 clusters Score -2.232286e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152654 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -22322870.000000 Penalty: 5943.253906
	Iteration 54Q: 3 clusters Score -2.232287e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152762 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -22322906.000000 Penalty: 5943.253906
	Iteration 55Q: 3 clusters Score -2.232291e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152859 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -22322914.000000 Penalty: 5943.253906
	Iteration 56Q: 3 clusters Score -2.232291e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152944 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -22322924.000000 Penalty: 5943.253906
	Iteration 57Q: 3 clusters Score -2.232292e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153025 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -22322924.000000 Penalty: 5943.253906
	Iteration 58Q: 3 clusters Score -2.232292e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153102 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -22322944.000000 Penalty: 5943.253906
	Iteration 59Q: 3 clusters Score -2.232294e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153172 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -22322942.000000 Penalty: 5943.253906
	Iteration 60F: 3 clusters Score -2.232294e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153242 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -22322954.000000 Penalty: 5943.253906
	Iteration 61Q: 3 clusters Score -2.232295e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153299 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -22322934.000000 Penalty: 5943.253906
	Iteration 62Q: 3 clusters Score -2.232293e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153353 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -22322956.000000 Penalty: 5943.253906
	Iteration 63Q: 3 clusters Score -2.232296e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153408 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -22322924.000000 Penalty: 5943.253906
	Iteration 64Q: 3 clusters Score -2.232292e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153456 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -22322902.000000 Penalty: 5943.253906
	Iteration 65Q: 3 clusters Score -2.23229e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153512 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -22322914.000000 Penalty: 5943.253906
	Iteration 66Q: 3 clusters Score -2.232291e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153572 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -22322944.000000 Penalty: 5943.253906
	Iteration 67Q: 3 clusters Score -2.232294e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153629 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -22322998.000000 Penalty: 5943.253906
	Iteration 68Q: 3 clusters Score -2.2323e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153691 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -22323010.000000 Penalty: 5943.253906
	Iteration 69Q: 3 clusters Score -2.232301e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153748 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -22322998.000000 Penalty: 5943.253906
	Iteration 70Q: 3 clusters Score -2.2323e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153797 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -22322992.000000 Penalty: 5943.253906
	Iteration 71Q: 3 clusters Score -2.232299e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153848 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -22323010.000000 Penalty: 5943.253906
	Iteration 72Q: 3 clusters Score -2.232301e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153901 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -22323026.000000 Penalty: 5943.253906
	Iteration 73Q: 3 clusters Score -2.232303e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153943 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -22323028.000000 Penalty: 5943.253906
	Iteration 74Q: 3 clusters Score -2.232303e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153979 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -22323018.000000 Penalty: 5943.253906
	Iteration 75Q: 3 clusters Score -2.232302e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154017 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -22323006.000000 Penalty: 5943.253906
	Iteration 76Q: 3 clusters Score -2.232301e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154061 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -22323024.000000 Penalty: 5943.253906
	Iteration 77Q: 3 clusters Score -2.232302e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154103 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -22322984.000000 Penalty: 5943.253906
	Iteration 78Q: 3 clusters Score -2.232298e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154150 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -22322992.000000 Penalty: 5943.253906
	Iteration 79Q: 3 clusters Score -2.232299e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154202 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -22322992.000000 Penalty: 5943.253906
	Iteration 80F: 3 clusters Score -2.232299e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154246 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -22322978.000000 Penalty: 5943.253906
	Iteration 81Q: 3 clusters Score -2.232298e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154289 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -22323002.000000 Penalty: 5943.253906
	Iteration 82Q: 3 clusters Score -2.2323e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154340 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -22322990.000000 Penalty: 5943.253906
	Iteration 83Q: 3 clusters Score -2.232299e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154386 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -22322994.000000 Penalty: 5943.253906
	Iteration 84Q: 3 clusters Score -2.232299e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154444 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -22323024.000000 Penalty: 5943.253906
	Iteration 85Q: 3 clusters Score -2.232302e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154498 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -22323018.000000 Penalty: 5943.253906
	Iteration 86Q: 3 clusters Score -2.232302e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154557 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -22322992.000000 Penalty: 5943.253906
	Iteration 87Q: 3 clusters Score -2.232299e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154605 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -22322984.000000 Penalty: 5943.253906
	Iteration 88Q: 3 clusters Score -2.232298e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154651 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -22323026.000000 Penalty: 5943.253906
	Iteration 89Q: 3 clusters Score -2.232303e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154691 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -22323018.000000 Penalty: 5943.253906
	Iteration 90Q: 3 clusters Score -2.232302e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154737 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -22322986.000000 Penalty: 5943.253906
	Iteration 91Q: 3 clusters Score -2.232299e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154773 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -22323012.000000 Penalty: 5943.253906
	Iteration 92Q: 3 clusters Score -2.232301e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154808 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -22322980.000000 Penalty: 5943.253906
	Iteration 93Q: 3 clusters Score -2.232298e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154841 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -22323002.000000 Penalty: 5943.253906
	Iteration 94Q: 3 clusters Score -2.2323e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154869 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -22323010.000000 Penalty: 5943.253906
	Iteration 95Q: 3 clusters Score -2.232301e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154897 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -22323032.000000 Penalty: 5943.253906
	Iteration 96Q: 3 clusters Score -2.232303e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154927 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -22323024.000000 Penalty: 5943.253906
	Iteration 97Q: 3 clusters Score -2.232302e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154947 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -22323018.000000 Penalty: 5943.253906
	Iteration 98Q: 3 clusters Score -2.232302e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154958 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -22323002.000000 Penalty: 5943.253906
	Iteration 99Q: 3 clusters Score -2.2323e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154975 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -22322996.000000 Penalty: 5943.253906
	Iteration 100F: 3 clusters Score -2.2323e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154997 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -22323000.000000 Penalty: 5943.253906
	Iteration 101Q: 3 clusters Score -2.2323e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155011 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -22323002.000000 Penalty: 5943.253906
	Iteration 102Q: 3 clusters Score -2.2323e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155029 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -22323004.000000 Penalty: 5943.253906
	Iteration 103Q: 3 clusters Score -2.2323e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155042 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -22323026.000000 Penalty: 5943.253906
	Iteration 104Q: 3 clusters Score -2.232303e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155059 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -22323020.000000 Penalty: 5943.253906
	Iteration 105Q: 3 clusters Score -2.232302e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155075 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -22323016.000000 Penalty: 5943.253906
	Iteration 106Q: 3 clusters Score -2.232302e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155089 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -22323014.000000 Penalty: 5943.253906
	Iteration 107Q: 3 clusters Score -2.232301e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155109 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -22323034.000000 Penalty: 5943.253906
	Iteration 108Q: 3 clusters Score -2.232303e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155128 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -22323022.000000 Penalty: 5943.253906
	Iteration 109Q: 3 clusters Score -2.232302e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155146 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -22323038.000000 Penalty: 5943.253906
	Iteration 110Q: 3 clusters Score -2.232304e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155163 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -22323036.000000 Penalty: 5943.253906
	Iteration 111Q: 3 clusters Score -2.232304e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155179 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -22323040.000000 Penalty: 5943.253906
	Iteration 112Q: 3 clusters Score -2.232304e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155195 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -22323044.000000 Penalty: 5943.253906
	Iteration 113Q: 3 clusters Score -2.232304e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155213 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -22323034.000000 Penalty: 5943.253906
	Iteration 114Q: 3 clusters Score -2.232303e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155239 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -22323016.000000 Penalty: 5943.253906
	Iteration 115Q: 3 clusters Score -2.232302e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155261 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -22323012.000000 Penalty: 5943.253906
	Iteration 116Q: 3 clusters Score -2.232301e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155283 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -22323012.000000 Penalty: 5943.253906
	Iteration 117Q: 3 clusters Score -2.232301e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155298 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -22323016.000000 Penalty: 5943.253906
	Iteration 118Q: 3 clusters Score -2.232302e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155307 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -22323000.000000 Penalty: 5943.253906
	Iteration 119Q: 3 clusters Score -2.2323e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155317 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -22322996.000000 Penalty: 5943.253906
	Iteration 120F: 3 clusters Score -2.2323e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155325 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -22323016.000000 Penalty: 5943.253906
	Iteration 121Q: 3 clusters Score -2.232302e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155333 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -22323030.000000 Penalty: 5943.253906
	Iteration 122Q: 3 clusters Score -2.232303e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155341 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -22323030.000000 Penalty: 5943.253906
	Iteration 123Q: 3 clusters Score -2.232303e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155351 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -22323040.000000 Penalty: 5943.253906
	Iteration 124Q: 3 clusters Score -2.232304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155357 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -22323022.000000 Penalty: 5943.253906
	Iteration 125Q: 3 clusters Score -2.232302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155361 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -22323026.000000 Penalty: 5943.253906
	Iteration 126Q: 3 clusters Score -2.232303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155366 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -22323034.000000 Penalty: 5943.253906
	Iteration 127Q: 3 clusters Score -2.232303e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155372 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -22323028.000000 Penalty: 5943.253906
	Iteration 128Q: 3 clusters Score -2.232303e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155379 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -22323042.000000 Penalty: 5943.253906
	Iteration 129Q: 3 clusters Score -2.232304e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155386 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -22323032.000000 Penalty: 5943.253906
	Iteration 130Q: 3 clusters Score -2.232303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155391 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -22323024.000000 Penalty: 5943.253906
	Iteration 131Q: 3 clusters Score -2.232302e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155396 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -22323032.000000 Penalty: 5943.253906
	Iteration 132Q: 3 clusters Score -2.232303e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155403 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -22323022.000000 Penalty: 5943.253906
	Iteration 133Q: 3 clusters Score -2.232302e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155414 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -22323020.000000 Penalty: 5943.253906
	Iteration 134Q: 3 clusters Score -2.232302e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155430 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -22323008.000000 Penalty: 5943.253906
	Iteration 135Q: 3 clusters Score -2.232301e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155451 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -22322982.000000 Penalty: 5943.253906
	Iteration 136Q: 3 clusters Score -2.232298e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155477 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -22322994.000000 Penalty: 5943.253906
	Iteration 137Q: 3 clusters Score -2.232299e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155505 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -22323012.000000 Penalty: 5943.253906
	Iteration 138Q: 3 clusters Score -2.232301e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155526 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -22322988.000000 Penalty: 5943.253906
	Iteration 139Q: 3 clusters Score -2.232299e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155547 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -22322994.000000 Penalty: 5943.253906
	Iteration 140F: 3 clusters Score -2.232299e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155565 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -22323018.000000 Penalty: 5943.253906
	Iteration 141Q: 3 clusters Score -2.232302e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155585 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -22323010.000000 Penalty: 5943.253906
	Iteration 142Q: 3 clusters Score -2.232301e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155595 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -22323016.000000 Penalty: 5943.253906
	Iteration 143Q: 3 clusters Score -2.232302e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155607 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -22323014.000000 Penalty: 5943.253906
	Iteration 144Q: 3 clusters Score -2.232301e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155617 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -22323002.000000 Penalty: 5943.253906
	Iteration 145Q: 3 clusters Score -2.2323e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155625 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -22323008.000000 Penalty: 5943.253906
	Iteration 146Q: 3 clusters Score -2.232301e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155633 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -22322990.000000 Penalty: 5943.253906
	Iteration 147Q: 3 clusters Score -2.232299e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155648 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -22323008.000000 Penalty: 5943.253906
	Iteration 148Q: 3 clusters Score -2.232301e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155661 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -22323006.000000 Penalty: 5943.253906
	Iteration 149Q: 3 clusters Score -2.232301e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155669 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -22323010.000000 Penalty: 5943.253906
	Iteration 150Q: 3 clusters Score -2.232301e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155677 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -22322992.000000 Penalty: 5943.253906
	Iteration 151Q: 3 clusters Score -2.232299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155680 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -22323006.000000 Penalty: 5943.253906
	Iteration 152Q: 3 clusters Score -2.232301e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155681 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -22323004.000000 Penalty: 5943.253906
	Iteration 153Q: 3 clusters Score -2.2323e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155681 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -22323004.000000 Penalty: 5943.253906
	Iteration 154F: 3 clusters Score -2.2323e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -83613.781250 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -83613.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -81986.421875 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -81986.42 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -82297.617188 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -82297.62 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -82469.273438 Penalty: 3225.383789
	Iteration 2F: 3 clusters Score -82469.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -82596.515625 Penalty: 3225.383789
	Iteration 3F: 3 clusters Score -82596.52 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -82702.703125 Penalty: 3225.383789
	Iteration 4F: 3 clusters Score -82702.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -82796.554688 Penalty: 3225.383789
	Iteration 5F: 3 clusters Score -82796.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -82886.585938 Penalty: 3225.383789
	Iteration 6Q: 3 clusters Score -82886.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -83002.437500 Penalty: 3225.383789
	Iteration 7Q: 3 clusters Score -83002.44 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -83156.070312 Penalty: 3225.383789
	Iteration 8Q: 3 clusters Score -83156.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -83256.789062 Penalty: 3225.383789
	Iteration 9Q: 3 clusters Score -83256.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -83292.156250 Penalty: 3225.383789
	Iteration 10Q: 3 clusters Score -83292.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -83312.054688 Penalty: 3225.383789
	Iteration 11Q: 3 clusters Score -83312.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -83320.375000 Penalty: 3225.383789
	Iteration 12Q: 3 clusters Score -83320.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -83326.171875 Penalty: 3225.383789
	Iteration 13Q: 3 clusters Score -83326.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -83340.898438 Penalty: 3225.383789
	Iteration 14Q: 3 clusters Score -83340.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -83357.070312 Penalty: 3225.383789
	Iteration 15Q: 3 clusters Score -83357.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -83372.140625 Penalty: 3225.383789
	Iteration 16Q: 3 clusters Score -83372.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -83384.078125 Penalty: 3225.383789
	Iteration 17Q: 3 clusters Score -83384.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -83397.726562 Penalty: 3225.383789
	Iteration 18Q: 3 clusters Score -83397.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -83428.062500 Penalty: 3225.383789
	Iteration 19Q: 3 clusters Score -83428.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -83442.187500 Penalty: 3225.383789
	Iteration 20F: 3 clusters Score -83442.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -83448.476562 Penalty: 3225.383789
	Iteration 21Q: 3 clusters Score -83448.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -83454.125000 Penalty: 3225.383789
	Iteration 22Q: 3 clusters Score -83454.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -83458.468750 Penalty: 3225.383789
	Iteration 23Q: 3 clusters Score -83458.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -83458.468750 Penalty: 3225.383789
	Iteration 24F: 3 clusters Score -83458.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Entering Unmasked Estep 
Score: -1084442.250000 Penalty: 2229.567627
	Iteration 0F: 2 clusters Score -1084442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1077984.750000 Penalty: 4459.135254
	Iteration 0F: 3 clusters Score -1077985 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1079753.250000 Penalty: 4459.135254
	Iteration 1F: 3 clusters Score -1079753 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1080049.500000 Penalty: 4459.135254
	Iteration 2F: 3 clusters Score -1080050 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1080279.500000 Penalty: 4459.135254
	Iteration 3F: 3 clusters Score -1080280 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1080480.875000 Penalty: 4459.135254
	Iteration 4Q: 3 clusters Score -1080481 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1080662.000000 Penalty: 4459.135254
	Iteration 5Q: 3 clusters Score -1080662 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1080806.375000 Penalty: 4459.135254
	Iteration 6Q: 3 clusters Score -1080806 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1080955.875000 Penalty: 4459.135254
	Iteration 7Q: 3 clusters Score -1080956 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1081118.125000 Penalty: 4459.135254
	Iteration 8Q: 3 clusters Score -1081118 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1081255.125000 Penalty: 4459.135254
	Iteration 9Q: 3 clusters Score -1081255 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1081423.500000 Penalty: 4459.135254
	Iteration 10Q: 3 clusters Score -1081424 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1081591.625000 Penalty: 4459.135254
	Iteration 11Q: 3 clusters Score -1081592 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1081775.125000 Penalty: 4459.135254
	Iteration 12Q: 3 clusters Score -1081775 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1081964.125000 Penalty: 4459.135254
	Iteration 13Q: 3 clusters Score -1081964 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1082112.625000 Penalty: 4459.135254
	Iteration 14Q: 3 clusters Score -1082113 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1082228.125000 Penalty: 4459.135254
	Iteration 15Q: 3 clusters Score -1082228 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1082335.500000 Penalty: 4459.135254
	Iteration 16Q: 3 clusters Score -1082336 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1082445.500000 Penalty: 4459.135254
	Iteration 17Q: 3 clusters Score -1082446 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1082547.625000 Penalty: 4459.135254
	Iteration 18Q: 3 clusters Score -1082548 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1082632.375000 Penalty: 4459.135254
	Iteration 19Q: 3 clusters Score -1082632 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1082699.500000 Penalty: 4459.135254
	Iteration 20F: 3 clusters Score -1082700 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1082753.875000 Penalty: 4459.135254
	Iteration 21Q: 3 clusters Score -1082754 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1082800.375000 Penalty: 4459.135254
	Iteration 22Q: 3 clusters Score -1082800 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1082856.750000 Penalty: 4459.135254
	Iteration 23Q: 3 clusters Score -1082857 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1082911.750000 Penalty: 4459.135254
	Iteration 24Q: 3 clusters Score -1082912 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1082972.875000 Penalty: 4459.135254
	Iteration 25Q: 3 clusters Score -1082973 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1083031.500000 Penalty: 4459.135254
	Iteration 26Q: 3 clusters Score -1083032 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1083092.500000 Penalty: 4459.135254
	Iteration 27Q: 3 clusters Score -1083092 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1083146.250000 Penalty: 4459.135254
	Iteration 28Q: 3 clusters Score -1083146 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1083216.750000 Penalty: 4459.135254
	Iteration 29Q: 3 clusters Score -1083217 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1083309.500000 Penalty: 4459.135254
	Iteration 30Q: 3 clusters Score -1083310 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1083396.250000 Penalty: 4459.135254
	Iteration 31Q: 3 clusters Score -1083396 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1083487.250000 Penalty: 4459.135254
	Iteration 32Q: 3 clusters Score -1083487 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1083586.875000 Penalty: 4459.135254
	Iteration 33Q: 3 clusters Score -1083587 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1083692.000000 Penalty: 4459.135254
	Iteration 34Q: 3 clusters Score -1083692 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1083805.625000 Penalty: 4459.135254
	Iteration 35Q: 3 clusters Score -1083806 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1083906.875000 Penalty: 4459.135254
	Iteration 36Q: 3 clusters Score -1083907 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1083992.000000 Penalty: 4459.135254
	Iteration 37Q: 3 clusters Score -1083992 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1084042.500000 Penalty: 4459.135254
	Iteration 38Q: 3 clusters Score -1084042 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1084071.125000 Penalty: 4459.135254
	Iteration 39Q: 3 clusters Score -1084071 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1084092.125000 Penalty: 4459.135254
	Iteration 40F: 3 clusters Score -1084092 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1084109.375000 Penalty: 4459.135254
	Iteration 41Q: 3 clusters Score -1084109 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1084121.750000 Penalty: 4459.135254
	Iteration 42Q: 3 clusters Score -1084122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1084129.000000 Penalty: 4459.135254
	Iteration 43Q: 3 clusters Score -1084129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1084133.500000 Penalty: 4459.135254
	Iteration 44Q: 3 clusters Score -1084134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1084135.125000 Penalty: 4459.135254
	Iteration 45Q: 3 clusters Score -1084135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1084134.500000 Penalty: 4459.135254
	Iteration 46Q: 3 clusters Score -1084134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1084135.875000 Penalty: 4459.135254
	Iteration 47Q: 3 clusters Score -1084136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1084136.000000 Penalty: 4459.135254
	Iteration 48Q: 3 clusters Score -1084136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1084136.000000 Penalty: 4459.135254
	Iteration 49F: 3 clusters Score -1084136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -80229.398438 Penalty: 1586.024902
	Iteration 0F: 2 clusters Score -80229.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -78633.015625 Penalty: 3172.049805
	Iteration 0F: 3 clusters Score -78633.02 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -78896.828125 Penalty: 3172.049805
	Iteration 1F: 3 clusters Score -78896.83 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -78983.468750 Penalty: 3172.049805
	Iteration 2F: 3 clusters Score -78983.47 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -79033.648438 Penalty: 3172.049805
	Iteration 3Q: 3 clusters Score -79033.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -79068.164062 Penalty: 3172.049805
	Iteration 4Q: 3 clusters Score -79068.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -79080.578125 Penalty: 3172.049805
	Iteration 5Q: 3 clusters Score -79080.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -79087.437500 Penalty: 3172.049805
	Iteration 6Q: 3 clusters Score -79087.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -79089.781250 Penalty: 3172.049805
	Iteration 7Q: 3 clusters Score -79089.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -79091.789062 Penalty: 3172.049805
	Iteration 8Q: 3 clusters Score -79091.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -79096.843750 Penalty: 3172.049805
	Iteration 9Q: 3 clusters Score -79096.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -79098.125000 Penalty: 3172.049805
	Iteration 10Q: 3 clusters Score -79098.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -79102.492188 Penalty: 3172.049805
	Iteration 11Q: 3 clusters Score -79102.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -79104.062500 Penalty: 3172.049805
	Iteration 12Q: 3 clusters Score -79104.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -79104.062500 Penalty: 3172.049805
	Iteration 13F: 3 clusters Score -79104.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (63756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63756 members 
Entering Unmasked Estep 
Score: -8981752.000000 Penalty: 2743.579102
	Iteration 0F: 2 clusters Score -8981752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -8938832.000000 Penalty: 5487.158203
	Iteration 0F: 3 clusters Score -8938832 nChanged 29704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -8955453.000000 Penalty: 5487.158203
	Iteration 1F: 3 clusters Score -8955453 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -8956014.000000 Penalty: 5487.158203
	Iteration 2Q: 3 clusters Score -8956014 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33077 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -8956564.000000 Penalty: 5487.158203
	Iteration 3Q: 3 clusters Score -8956564 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
Score: -8957095.000000 Penalty: 5487.158203
	Iteration 4Q: 3 clusters Score -8957095 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -8957648.000000 Penalty: 5487.158203
	Iteration 5Q: 3 clusters Score -8957648 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -8958318.000000 Penalty: 5487.158203
	Iteration 6Q: 3 clusters Score -8958318 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -8959380.000000 Penalty: 5487.158203
	Iteration 7Q: 3 clusters Score -8959380 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -8960901.000000 Penalty: 5487.158203
	Iteration 8Q: 3 clusters Score -8960901 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -8963265.000000 Penalty: 5487.158203
	Iteration 9F: 3 clusters Score -8963265 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49002 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -8966596.000000 Penalty: 5487.158203
	Iteration 10F: 3 clusters Score -8966596 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53618 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -8970763.000000 Penalty: 5487.158203
	Iteration 11F: 3 clusters Score -8970763 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57601 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -8974536.000000 Penalty: 5487.158203
	Iteration 12F: 3 clusters Score -8974536 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60165 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -8976981.000000 Penalty: 5487.158203
	Iteration 13Q: 3 clusters Score -8976981 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61583 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -8978291.000000 Penalty: 5487.158203
	Iteration 14Q: 3 clusters Score -8978291 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62288 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -8978920.000000 Penalty: 5487.158203
	Iteration 15Q: 3 clusters Score -8978920 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62672 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -8979227.000000 Penalty: 5487.158203
	Iteration 16Q: 3 clusters Score -8979227 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62881 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -8979368.000000 Penalty: 5487.158203
	Iteration 17Q: 3 clusters Score -8979368 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63007 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8979490.000000 Penalty: 5487.158203
	Iteration 18Q: 3 clusters Score -8979490 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63090 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -8979540.000000 Penalty: 5487.158203
	Iteration 19Q: 3 clusters Score -8979540 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63138 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -8979573.000000 Penalty: 5487.158203
	Iteration 20F: 3 clusters Score -8979573 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63162 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -8979582.000000 Penalty: 5487.158203
	Iteration 21Q: 3 clusters Score -8979582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63175 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8979611.000000 Penalty: 5487.158203
	Iteration 22Q: 3 clusters Score -8979611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63180 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -8979612.000000 Penalty: 5487.158203
	Iteration 23Q: 3 clusters Score -8979612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63185 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8979613.000000 Penalty: 5487.158203
	Iteration 24Q: 3 clusters Score -8979613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63191 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -8979615.000000 Penalty: 5487.158203
	Iteration 25Q: 3 clusters Score -8979615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63193 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8979616.000000 Penalty: 5487.158203
	Iteration 26Q: 3 clusters Score -8979616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63194 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8979620.000000 Penalty: 5487.158203
	Iteration 27Q: 3 clusters Score -8979620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63194 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8979620.000000 Penalty: 5487.158203
	Iteration 28F: 3 clusters Score -8979620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (122443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122443 members 
Entering Unmasked Estep 
Score: -17338652.000000 Penalty: 2905.419434
	Iteration 0F: 2 clusters Score -1.733865e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61118 members 
Mstep: Class 2 contains 61325 members 
Entering Unmasked Estep 
Score: -17260378.000000 Penalty: 5810.838867
	Iteration 0F: 3 clusters Score -1.726038e+07 nChanged 58116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60180 members 
Mstep: Class 2 contains 62263 members 
Entering Unmasked Estep 
Score: -17293004.000000 Penalty: 5810.838867
	Iteration 1F: 3 clusters Score -1.7293e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59388 members 
Mstep: Class 2 contains 63055 members 
Entering Unmasked Estep 
Score: -17293518.000000 Penalty: 5810.838867
	Iteration 2Q: 3 clusters Score -1.729352e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58098 members 
Mstep: Class 2 contains 64345 members 
Entering Unmasked Estep 
Score: -17293986.000000 Penalty: 5810.838867
	Iteration 3Q: 3 clusters Score -1.729399e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56134 members 
Mstep: Class 2 contains 66309 members 
Entering Unmasked Estep 
Score: -17294906.000000 Penalty: 5810.838867
	Iteration 4Q: 3 clusters Score -1.729491e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53235 members 
Mstep: Class 2 contains 69208 members 
Entering Unmasked Estep 
Score: -17295966.000000 Penalty: 5810.838867
	Iteration 5Q: 3 clusters Score -1.729597e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48864 members 
Mstep: Class 2 contains 73579 members 
Entering Unmasked Estep 
Score: -17297780.000000 Penalty: 5810.838867
	Iteration 6Q: 3 clusters Score -1.729778e+07 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 80036 members 
Entering Unmasked Estep 
Score: -17301004.000000 Penalty: 5810.838867
	Iteration 7F: 3 clusters Score -1.7301e+07 nChanged 8975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 89003 members 
Entering Unmasked Estep 
Score: -17306724.000000 Penalty: 5810.838867
	Iteration 8F: 3 clusters Score -1.730672e+07 nChanged 11117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 100120 members 
Entering Unmasked Estep 
Score: -17315626.000000 Penalty: 5810.838867
	Iteration 9F: 3 clusters Score -1.731563e+07 nChanged 10814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 110934 members 
Entering Unmasked Estep 
Score: -17325168.000000 Penalty: 5810.838867
	Iteration 10F: 3 clusters Score -1.732517e+07 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 118076 members 
Entering Unmasked Estep 
Score: -17331652.000000 Penalty: 5810.838867
	Iteration 11F: 3 clusters Score -1.733165e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 120946 members 
Entering Unmasked Estep 
Score: -17334444.000000 Penalty: 5810.838867
	Iteration 12Q: 3 clusters Score -1.733444e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 121858 members 
Entering Unmasked Estep 
Score: -17335476.000000 Penalty: 5810.838867
	Iteration 13Q: 3 clusters Score -1.733548e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 122099 members 
Entering Unmasked Estep 
Score: -17335748.000000 Penalty: 5810.838867
	Iteration 14Q: 3 clusters Score -1.733575e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 122164 members 
Entering Unmasked Estep 
Score: -17335874.000000 Penalty: 5810.838867
	Iteration 15Q: 3 clusters Score -1.733587e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 122183 members 
Entering Unmasked Estep 
Score: -17335954.000000 Penalty: 5810.838867
	Iteration 16Q: 3 clusters Score -1.733595e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 122193 members 
Entering Unmasked Estep 
Score: -17335998.000000 Penalty: 5810.838867
	Iteration 17Q: 3 clusters Score -1.7336e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 122196 members 
Entering Unmasked Estep 
Score: -17336018.000000 Penalty: 5810.838867
	Iteration 18Q: 3 clusters Score -1.733602e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 122198 members 
Entering Unmasked Estep 
Score: -17336040.000000 Penalty: 5810.838867
	Iteration 19Q: 3 clusters Score -1.733604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 122200 members 
Entering Unmasked Estep 
Score: -17336044.000000 Penalty: 5810.838867
	Iteration 20F: 3 clusters Score -1.733604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 122198 members 
Entering Unmasked Estep 
Score: -17336042.000000 Penalty: 5810.838867
	Iteration 21Q: 3 clusters Score -1.733604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 122196 members 
Entering Unmasked Estep 
Score: -17336050.000000 Penalty: 5810.838867
	Iteration 22Q: 3 clusters Score -1.733605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 122195 members 
Entering Unmasked Estep 
Score: -17336060.000000 Penalty: 5810.838867
	Iteration 23Q: 3 clusters Score -1.733606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 122195 members 
Entering Unmasked Estep 
Score: -17336060.000000 Penalty: 5810.838867
	Iteration 24F: 3 clusters Score -1.733606e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Entering Unmasked Estep 
Score: -88087.414062 Penalty: 1661.476196
	Iteration 0F: 2 clusters Score -88087.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -86504.359375 Penalty: 3322.952393
	Iteration 0F: 3 clusters Score -86504.36 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -87151.921875 Penalty: 3322.952393
	Iteration 1F: 3 clusters Score -87151.92 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -87625.000000 Penalty: 3322.952393
	Iteration 2F: 3 clusters Score -87625 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -88050.601562 Penalty: 3322.952393
	Iteration 3F: 3 clusters Score -88050.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -88398.382812 Penalty: 3322.952393
	Iteration 4F: 3 clusters Score -88398.38 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -88731.773438 Penalty: 3322.952393
	Iteration 5Q: 3 clusters Score -88731.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -88971.828125 Penalty: 3322.952393
	Iteration 6Q: 3 clusters Score -88971.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -89233.984375 Penalty: 3322.952393
	Iteration 7Q: 3 clusters Score -89233.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -89516.828125 Penalty: 3322.952393
	Iteration 8Q: 3 clusters Score -89516.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -89534.937500 Penalty: 3322.952393
	Iteration 9Q: 3 clusters Score -89534.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -89547.882812 Penalty: 3322.952393
	Iteration 10Q: 3 clusters Score -89547.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -89549.070312 Penalty: 3322.952393
	Iteration 11Q: 3 clusters Score -89549.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -89550.101562 Penalty: 3322.952393
	Iteration 12F: 3 clusters Score -89550.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -89552.289062 Penalty: 3322.952393
	Iteration 13Q: 3 clusters Score -89552.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -89552.289062 Penalty: 3322.952393
	Iteration 14F: 3 clusters Score -89552.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159910 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 8024 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63756 members 
Mstep: Class 6 contains 122443 members 
Mstep: Class 7 contains 205 members 
Mstep: Class 8 contains 2799 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 39293 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 17304 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56184 members 
Mstep: Class 16 contains 173399 members 
Mstep: Class 17 contains 34510 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92077 members 
Mstep: Class 20 contains 26613 members 
Mstep: Class 21 contains 154090 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 607 members 
Entering Unmasked Estep 
Score: -132702880.000000 Penalty: 81993.640625
Splitting cluster 7 changes total score from -132703224.000000 to -132702880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Entering Unmasked Estep 
Score: -373186.156250 Penalty: 1968.380371
	Iteration 0F: 2 clusters Score -373186.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -370048.781250 Penalty: 3936.760742
	Iteration 0F: 3 clusters Score -370048.8 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -370671.812500 Penalty: 3936.760742
	Iteration 1F: 3 clusters Score -370671.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -370823.093750 Penalty: 3936.760742
	Iteration 2F: 3 clusters Score -370823.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -370900.281250 Penalty: 3936.760742
	Iteration 3Q: 3 clusters Score -370900.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -370960.156250 Penalty: 3936.760742
	Iteration 4Q: 3 clusters Score -370960.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -370999.156250 Penalty: 3936.760742
	Iteration 5Q: 3 clusters Score -370999.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -371023.531250 Penalty: 3936.760742
	Iteration 6Q: 3 clusters Score -371023.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -371041.968750 Penalty: 3936.760742
	Iteration 7Q: 3 clusters Score -371042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -371057.218750 Penalty: 3936.760742
	Iteration 8Q: 3 clusters Score -371057.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -371071.750000 Penalty: 3936.760742
	Iteration 9Q: 3 clusters Score -371071.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -371088.093750 Penalty: 3936.760742
	Iteration 10Q: 3 clusters Score -371088.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -371100.062500 Penalty: 3936.760742
	Iteration 11Q: 3 clusters Score -371100.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -371121.031250 Penalty: 3936.760742
	Iteration 12Q: 3 clusters Score -371121 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -371139.375000 Penalty: 3936.760742
	Iteration 13Q: 3 clusters Score -371139.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -371155.343750 Penalty: 3936.760742
	Iteration 14Q: 3 clusters Score -371155.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -371169.718750 Penalty: 3936.760742
	Iteration 15Q: 3 clusters Score -371169.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -371178.531250 Penalty: 3936.760742
	Iteration 16Q: 3 clusters Score -371178.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -371186.593750 Penalty: 3936.760742
	Iteration 17Q: 3 clusters Score -371186.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -371195.093750 Penalty: 3936.760742
	Iteration 18Q: 3 clusters Score -371195.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -371203.500000 Penalty: 3936.760742
	Iteration 19Q: 3 clusters Score -371203.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -371214.218750 Penalty: 3936.760742
	Iteration 20F: 3 clusters Score -371214.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -371224.875000 Penalty: 3936.760742
	Iteration 21Q: 3 clusters Score -371224.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -371233.468750 Penalty: 3936.760742
	Iteration 22Q: 3 clusters Score -371233.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -371240.375000 Penalty: 3936.760742
	Iteration 23Q: 3 clusters Score -371240.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -371247.281250 Penalty: 3936.760742
	Iteration 24Q: 3 clusters Score -371247.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -371252.812500 Penalty: 3936.760742
	Iteration 25Q: 3 clusters Score -371252.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -371255.875000 Penalty: 3936.760742
	Iteration 26Q: 3 clusters Score -371255.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -371261.562500 Penalty: 3936.760742
	Iteration 27Q: 3 clusters Score -371261.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -371266.687500 Penalty: 3936.760742
	Iteration 28Q: 3 clusters Score -371266.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -371271.562500 Penalty: 3936.760742
	Iteration 29Q: 3 clusters Score -371271.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -371277.875000 Penalty: 3936.760742
	Iteration 30Q: 3 clusters Score -371277.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -371289.906250 Penalty: 3936.760742
	Iteration 31Q: 3 clusters Score -371289.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -371296.843750 Penalty: 3936.760742
	Iteration 32Q: 3 clusters Score -371296.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -371304.312500 Penalty: 3936.760742
	Iteration 33Q: 3 clusters Score -371304.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -371309.187500 Penalty: 3936.760742
	Iteration 34Q: 3 clusters Score -371309.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -371315.937500 Penalty: 3936.760742
	Iteration 35Q: 3 clusters Score -371315.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -371320.906250 Penalty: 3936.760742
	Iteration 36Q: 3 clusters Score -371320.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -371324.468750 Penalty: 3936.760742
	Iteration 37Q: 3 clusters Score -371324.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -371325.375000 Penalty: 3936.760742
	Iteration 38Q: 3 clusters Score -371325.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -371325.656250 Penalty: 3936.760742
	Iteration 39Q: 3 clusters Score -371325.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -371328.093750 Penalty: 3936.760742
	Iteration 40F: 3 clusters Score -371328.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -371329.187500 Penalty: 3936.760742
	Iteration 41Q: 3 clusters Score -371329.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -371330.718750 Penalty: 3936.760742
	Iteration 42Q: 3 clusters Score -371330.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -371331.781250 Penalty: 3936.760742
	Iteration 43Q: 3 clusters Score -371331.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -371331.500000 Penalty: 3936.760742
	Iteration 44Q: 3 clusters Score -371331.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -371333.625000 Penalty: 3936.760742
	Iteration 45Q: 3 clusters Score -371333.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -371334.500000 Penalty: 3936.760742
	Iteration 46Q: 3 clusters Score -371334.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -371335.500000 Penalty: 3936.760742
	Iteration 47Q: 3 clusters Score -371335.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -371335.500000 Penalty: 3936.760742
	Iteration 48F: 3 clusters Score -371335.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -58996.222656 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -58996.22 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 239 members 
Entering Unmasked Estep 
Score: -57541.402344 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -57541.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -57925.562500 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -57925.56 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -58085.339844 Penalty: 3092.267822
	Iteration 2F: 3 clusters Score -58085.34 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -58325.593750 Penalty: 3092.267822
	Iteration 3F: 3 clusters Score -58325.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -58538.140625 Penalty: 3092.267822
	Iteration 4F: 3 clusters Score -58538.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -58677.269531 Penalty: 3092.267822
	Iteration 5Q: 3 clusters Score -58677.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -58791.960938 Penalty: 3092.267822
	Iteration 6Q: 3 clusters Score -58791.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -58887.625000 Penalty: 3092.267822
	Iteration 7Q: 3 clusters Score -58887.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -58960.128906 Penalty: 3092.267822
	Iteration 8Q: 3 clusters Score -58960.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -59024.062500 Penalty: 3092.267822
	Iteration 9Q: 3 clusters Score -59024.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -59059.578125 Penalty: 3092.267822
	Iteration 10Q: 3 clusters Score -59059.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -59072.179688 Penalty: 3092.267822
	Iteration 11F: 3 clusters Score -59072.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -59124.207031 Penalty: 3092.267822
	Iteration 12Q: 3 clusters Score -59124.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -59160.230469 Penalty: 3092.267822
	Iteration 13Q: 3 clusters Score -59160.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -59283.148438 Penalty: 3092.267822
	Iteration 14Q: 3 clusters Score -59283.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -59402.070312 Penalty: 3092.267822
	Iteration 15Q: 3 clusters Score -59402.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -59462.796875 Penalty: 3092.267822
	Iteration 16Q: 3 clusters Score -59462.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -59515.183594 Penalty: 3092.267822
	Iteration 17Q: 3 clusters Score -59515.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -59519.410156 Penalty: 3092.267822
	Iteration 18Q: 3 clusters Score -59519.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -59522.808594 Penalty: 3092.267822
	Iteration 19F: 3 clusters Score -59522.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -59529.273438 Penalty: 3092.267822
	Iteration 20F: 3 clusters Score -59529.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159910 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 8024 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63756 members 
Mstep: Class 6 contains 122443 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2799 members 
Mstep: Class 9 contains 220 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 39293 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 17304 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56184 members 
Mstep: Class 16 contains 173399 members 
Mstep: Class 17 contains 34510 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92077 members 
Mstep: Class 20 contains 26613 members 
Mstep: Class 21 contains 154090 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
Score: -132701888.000000 Penalty: 81993.640625
Splitting cluster 9 changes total score from -132703224.000000 to -132701888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (2211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Entering Unmasked Estep 
Score: -304449.156250 Penalty: 1909.897583
	Iteration 0F: 2 clusters Score -304449.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -301664.937500 Penalty: 3819.795166
	Iteration 0F: 3 clusters Score -301664.9 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -302200.718750 Penalty: 3819.795166
	Iteration 1F: 3 clusters Score -302200.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -302349.375000 Penalty: 3819.795166
	Iteration 2F: 3 clusters Score -302349.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -302438.531250 Penalty: 3819.795166
	Iteration 3Q: 3 clusters Score -302438.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -302493.312500 Penalty: 3819.795166
	Iteration 4Q: 3 clusters Score -302493.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -302521.281250 Penalty: 3819.795166
	Iteration 5Q: 3 clusters Score -302521.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -302543.812500 Penalty: 3819.795166
	Iteration 6Q: 3 clusters Score -302543.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -302556.437500 Penalty: 3819.795166
	Iteration 7Q: 3 clusters Score -302556.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -302575.312500 Penalty: 3819.795166
	Iteration 8Q: 3 clusters Score -302575.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -302585.593750 Penalty: 3819.795166
	Iteration 9Q: 3 clusters Score -302585.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -302593.437500 Penalty: 3819.795166
	Iteration 10Q: 3 clusters Score -302593.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -302602.218750 Penalty: 3819.795166
	Iteration 11Q: 3 clusters Score -302602.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -302605.593750 Penalty: 3819.795166
	Iteration 12Q: 3 clusters Score -302605.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -302612.875000 Penalty: 3819.795166
	Iteration 13Q: 3 clusters Score -302612.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -302615.250000 Penalty: 3819.795166
	Iteration 14Q: 3 clusters Score -302615.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -302620.718750 Penalty: 3819.795166
	Iteration 15Q: 3 clusters Score -302620.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -302628.781250 Penalty: 3819.795166
	Iteration 16Q: 3 clusters Score -302628.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -302633.593750 Penalty: 3819.795166
	Iteration 17Q: 3 clusters Score -302633.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -302638.187500 Penalty: 3819.795166
	Iteration 18Q: 3 clusters Score -302638.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -302644.125000 Penalty: 3819.795166
	Iteration 19Q: 3 clusters Score -302644.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -302649.156250 Penalty: 3819.795166
	Iteration 20F: 3 clusters Score -302649.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -302653.156250 Penalty: 3819.795166
	Iteration 21Q: 3 clusters Score -302653.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -302658.062500 Penalty: 3819.795166
	Iteration 22Q: 3 clusters Score -302658.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -302660.375000 Penalty: 3819.795166
	Iteration 23Q: 3 clusters Score -302660.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -302664.218750 Penalty: 3819.795166
	Iteration 24Q: 3 clusters Score -302664.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -302667.125000 Penalty: 3819.795166
	Iteration 25Q: 3 clusters Score -302667.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -302669.531250 Penalty: 3819.795166
	Iteration 26Q: 3 clusters Score -302669.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -302669.687500 Penalty: 3819.795166
	Iteration 27Q: 3 clusters Score -302669.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -302669.687500 Penalty: 3819.795166
	Iteration 28F: 3 clusters Score -302669.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Entering Unmasked Estep 
Score: -5385313.500000 Penalty: 2623.542969
	Iteration 0F: 2 clusters Score -5385314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -5358571.000000 Penalty: 5247.085938
	Iteration 0F: 3 clusters Score -5358571 nChanged 17994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -5368199.500000 Penalty: 5247.085938
	Iteration 1F: 3 clusters Score -5368200 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -5368638.000000 Penalty: 5247.085938
	Iteration 2Q: 3 clusters Score -5368638 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -5369127.500000 Penalty: 5247.085938
	Iteration 3Q: 3 clusters Score -5369128 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -5369626.500000 Penalty: 5247.085938
	Iteration 4Q: 3 clusters Score -5369626 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -5370241.500000 Penalty: 5247.085938
	Iteration 5Q: 3 clusters Score -5370242 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -5371073.500000 Penalty: 5247.085938
	Iteration 6Q: 3 clusters Score -5371074 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -5372280.500000 Penalty: 5247.085938
	Iteration 7F: 3 clusters Score -5372280 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -5373943.500000 Penalty: 5247.085938
	Iteration 8F: 3 clusters Score -5373944 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -5375970.500000 Penalty: 5247.085938
	Iteration 9F: 3 clusters Score -5375970 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -5377958.500000 Penalty: 5247.085938
	Iteration 10F: 3 clusters Score -5377958 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -5379718.000000 Penalty: 5247.085938
	Iteration 11Q: 3 clusters Score -5379718 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -5381192.500000 Penalty: 5247.085938
	Iteration 12Q: 3 clusters Score -5381192 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -5382156.000000 Penalty: 5247.085938
	Iteration 13Q: 3 clusters Score -5382156 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -5382639.500000 Penalty: 5247.085938
	Iteration 14Q: 3 clusters Score -5382640 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -5382834.500000 Penalty: 5247.085938
	Iteration 15Q: 3 clusters Score -5382834 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 37006 members 
Entering Unmasked Estep 
Score: -5382925.000000 Penalty: 5247.085938
	Iteration 16Q: 3 clusters Score -5382925 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -5382975.000000 Penalty: 5247.085938
	Iteration 17Q: 3 clusters Score -5382975 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -5382997.500000 Penalty: 5247.085938
	Iteration 18Q: 3 clusters Score -5382998 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -5383027.500000 Penalty: 5247.085938
	Iteration 19Q: 3 clusters Score -5383028 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -5383046.000000 Penalty: 5247.085938
	Iteration 20F: 3 clusters Score -5383046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -5383049.500000 Penalty: 5247.085938
	Iteration 21Q: 3 clusters Score -5383050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
Score: -5383059.000000 Penalty: 5247.085938
	Iteration 22Q: 3 clusters Score -5383059 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -5383064.500000 Penalty: 5247.085938
	Iteration 23Q: 3 clusters Score -5383064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -5383072.000000 Penalty: 5247.085938
	Iteration 24Q: 3 clusters Score -5383072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 37336 members 
Entering Unmasked Estep 
Score: -5383074.000000 Penalty: 5247.085938
	Iteration 25Q: 3 clusters Score -5383074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -5383074.500000 Penalty: 5247.085938
	Iteration 26Q: 3 clusters Score -5383074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -5383069.500000 Penalty: 5247.085938
	Iteration 27Q: 3 clusters Score -5383070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -5383072.000000 Penalty: 5247.085938
	Iteration 28Q: 3 clusters Score -5383072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -5383077.000000 Penalty: 5247.085938
	Iteration 29Q: 3 clusters Score -5383077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -5383076.500000 Penalty: 5247.085938
	Iteration 30Q: 3 clusters Score -5383076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -5383076.500000 Penalty: 5247.085938
	Iteration 31F: 3 clusters Score -5383076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Entering Unmasked Estep 
Score: -543410.437500 Penalty: 2053.239258
	Iteration 0F: 2 clusters Score -543410.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -539524.875000 Penalty: 4106.478516
	Iteration 0F: 3 clusters Score -539524.9 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -540409.437500 Penalty: 4106.478516
	Iteration 1F: 3 clusters Score -540409.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -540622.187500 Penalty: 4106.478516
	Iteration 2F: 3 clusters Score -540622.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -540740.125000 Penalty: 4106.478516
	Iteration 3F: 3 clusters Score -540740.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -540835.312500 Penalty: 4106.478516
	Iteration 4Q: 3 clusters Score -540835.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -540922.625000 Penalty: 4106.478516
	Iteration 5Q: 3 clusters Score -540922.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -541002.812500 Penalty: 4106.478516
	Iteration 6Q: 3 clusters Score -541002.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -541059.937500 Penalty: 4106.478516
	Iteration 7Q: 3 clusters Score -541059.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -541102.687500 Penalty: 4106.478516
	Iteration 8Q: 3 clusters Score -541102.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -541135.937500 Penalty: 4106.478516
	Iteration 9Q: 3 clusters Score -541135.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -541160.250000 Penalty: 4106.478516
	Iteration 10Q: 3 clusters Score -541160.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -541178.875000 Penalty: 4106.478516
	Iteration 11Q: 3 clusters Score -541178.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -541197.687500 Penalty: 4106.478516
	Iteration 12Q: 3 clusters Score -541197.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -541219.125000 Penalty: 4106.478516
	Iteration 13Q: 3 clusters Score -541219.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -541254.437500 Penalty: 4106.478516
	Iteration 14Q: 3 clusters Score -541254.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -541308.687500 Penalty: 4106.478516
	Iteration 15Q: 3 clusters Score -541308.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -541377.625000 Penalty: 4106.478516
	Iteration 16Q: 3 clusters Score -541377.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -541478.562500 Penalty: 4106.478516
	Iteration 17Q: 3 clusters Score -541478.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -541607.437500 Penalty: 4106.478516
	Iteration 18Q: 3 clusters Score -541607.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -541776.812500 Penalty: 4106.478516
	Iteration 19Q: 3 clusters Score -541776.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -541985.437500 Penalty: 4106.478516
	Iteration 20F: 3 clusters Score -541985.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -542290.187500 Penalty: 4106.478516
	Iteration 21Q: 3 clusters Score -542290.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -542639.812500 Penalty: 4106.478516
	Iteration 22Q: 3 clusters Score -542639.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -542836.500000 Penalty: 4106.478516
	Iteration 23Q: 3 clusters Score -542836.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -542890.687500 Penalty: 4106.478516
	Iteration 24Q: 3 clusters Score -542890.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -542906.125000 Penalty: 4106.478516
	Iteration 25Q: 3 clusters Score -542906.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -542915.375000 Penalty: 4106.478516
	Iteration 26Q: 3 clusters Score -542915.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -542920.812500 Penalty: 4106.478516
	Iteration 27Q: 3 clusters Score -542920.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -542924.125000 Penalty: 4106.478516
	Iteration 28Q: 3 clusters Score -542924.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -542925.312500 Penalty: 4106.478516
	Iteration 29Q: 3 clusters Score -542925.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -542929.562500 Penalty: 4106.478516
	Iteration 30Q: 3 clusters Score -542929.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -542931.750000 Penalty: 4106.478516
	Iteration 31Q: 3 clusters Score -542931.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -542931.500000 Penalty: 4106.478516
	Iteration 32Q: 3 clusters Score -542931.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -542932.000000 Penalty: 4106.478516
	Iteration 33Q: 3 clusters Score -542932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -542932.687500 Penalty: 4106.478516
	Iteration 34Q: 3 clusters Score -542932.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -542934.687500 Penalty: 4106.478516
	Iteration 35Q: 3 clusters Score -542934.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -542933.937500 Penalty: 4106.478516
	Iteration 36Q: 3 clusters Score -542933.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -542934.687500 Penalty: 4106.478516
	Iteration 37Q: 3 clusters Score -542934.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -542934.687500 Penalty: 4106.478516
	Iteration 38F: 3 clusters Score -542934.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Entering Unmasked Estep 
Score: -2442850.750000 Penalty: 2420.155762
	Iteration 0F: 2 clusters Score -2442851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -2430647.500000 Penalty: 4840.311523
	Iteration 0F: 3 clusters Score -2430648 nChanged 7371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -2434452.500000 Penalty: 4840.311523
	Iteration 1F: 3 clusters Score -2434452 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2434831.500000 Penalty: 4840.311523
	Iteration 2F: 3 clusters Score -2434832 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -2435180.250000 Penalty: 4840.311523
	Iteration 3F: 3 clusters Score -2435180 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -2435498.000000 Penalty: 4840.311523
	Iteration 4Q: 3 clusters Score -2435498 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -2435833.750000 Penalty: 4840.311523
	Iteration 5Q: 3 clusters Score -2435834 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -2436144.750000 Penalty: 4840.311523
	Iteration 6Q: 3 clusters Score -2436145 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -2436531.250000 Penalty: 4840.311523
	Iteration 7Q: 3 clusters Score -2436531 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -2437035.250000 Penalty: 4840.311523
	Iteration 8Q: 3 clusters Score -2437035 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -2437575.500000 Penalty: 4840.311523
	Iteration 9Q: 3 clusters Score -2437576 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -2438155.500000 Penalty: 4840.311523
	Iteration 10Q: 3 clusters Score -2438156 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -2438713.750000 Penalty: 4840.311523
	Iteration 11Q: 3 clusters Score -2438714 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2439201.000000 Penalty: 4840.311523
	Iteration 12Q: 3 clusters Score -2439201 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -2439591.250000 Penalty: 4840.311523
	Iteration 13Q: 3 clusters Score -2439591 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -2439896.500000 Penalty: 4840.311523
	Iteration 14Q: 3 clusters Score -2439896 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -2440144.750000 Penalty: 4840.311523
	Iteration 15Q: 3 clusters Score -2440145 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -2440328.250000 Penalty: 4840.311523
	Iteration 16Q: 3 clusters Score -2440328 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -2440470.750000 Penalty: 4840.311523
	Iteration 17Q: 3 clusters Score -2440471 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -2440569.500000 Penalty: 4840.311523
	Iteration 18Q: 3 clusters Score -2440570 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -2440653.500000 Penalty: 4840.311523
	Iteration 19Q: 3 clusters Score -2440654 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -2440709.000000 Penalty: 4840.311523
	Iteration 20F: 3 clusters Score -2440709 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -2440753.250000 Penalty: 4840.311523
	Iteration 21Q: 3 clusters Score -2440753 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -2440786.500000 Penalty: 4840.311523
	Iteration 22Q: 3 clusters Score -2440786 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -2440801.000000 Penalty: 4840.311523
	Iteration 23Q: 3 clusters Score -2440801 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -2440814.750000 Penalty: 4840.311523
	Iteration 24Q: 3 clusters Score -2440815 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -2440825.000000 Penalty: 4840.311523
	Iteration 25Q: 3 clusters Score -2440825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -2440838.500000 Penalty: 4840.311523
	Iteration 26Q: 3 clusters Score -2440838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -2440853.000000 Penalty: 4840.311523
	Iteration 27Q: 3 clusters Score -2440853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2440855.250000 Penalty: 4840.311523
	Iteration 28Q: 3 clusters Score -2440855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2440863.750000 Penalty: 4840.311523
	Iteration 29Q: 3 clusters Score -2440864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2440865.250000 Penalty: 4840.311523
	Iteration 30Q: 3 clusters Score -2440865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2440866.750000 Penalty: 4840.311523
	Iteration 31Q: 3 clusters Score -2440867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -2440867.500000 Penalty: 4840.311523
	Iteration 32Q: 3 clusters Score -2440868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -2440866.750000 Penalty: 4840.311523
	Iteration 33Q: 3 clusters Score -2440867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -2440871.500000 Penalty: 4840.311523
	Iteration 34Q: 3 clusters Score -2440872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -2440871.250000 Penalty: 4840.311523
	Iteration 35Q: 3 clusters Score -2440871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -2440872.750000 Penalty: 4840.311523
	Iteration 36Q: 3 clusters Score -2440873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -2440872.750000 Penalty: 4840.311523
	Iteration 37F: 3 clusters Score -2440873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Entering Unmasked Estep 
Score: -79829.023438 Penalty: 1580.159790
	Iteration 0F: 2 clusters Score -79829.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -78228.062500 Penalty: 3160.319580
	Iteration 0F: 3 clusters Score -78228.06 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -78405.484375 Penalty: 3160.319580
	Iteration 1F: 3 clusters Score -78405.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -78448.765625 Penalty: 3160.319580
	Iteration 2Q: 3 clusters Score -78448.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -78472.296875 Penalty: 3160.319580
	Iteration 3Q: 3 clusters Score -78472.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -78479.257812 Penalty: 3160.319580
	Iteration 4Q: 3 clusters Score -78479.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -78479.257812 Penalty: 3160.319580
	Iteration 5F: 3 clusters Score -78479.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (56184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56184 members 
Entering Unmasked Estep 
Score: -7929284.000000 Penalty: 2712.223877
	Iteration 0F: 2 clusters Score -7929284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -7891642.500000 Penalty: 5424.447754
	Iteration 0F: 3 clusters Score -7891642 nChanged 25946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -7906125.000000 Penalty: 5424.447754
	Iteration 1F: 3 clusters Score -7906125 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 31214 members 
Entering Unmasked Estep 
Score: -7907005.000000 Penalty: 5424.447754
	Iteration 2Q: 3 clusters Score -7907005 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -7908255.500000 Penalty: 5424.447754
	Iteration 3Q: 3 clusters Score -7908256 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 35512 members 
Entering Unmasked Estep 
Score: -7910145.000000 Penalty: 5424.447754
	Iteration 4F: 3 clusters Score -7910145 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -7913095.500000 Penalty: 5424.447754
	Iteration 5F: 3 clusters Score -7913096 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 43341 members 
Entering Unmasked Estep 
Score: -7917125.500000 Penalty: 5424.447754
	Iteration 6F: 3 clusters Score -7917126 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 47695 members 
Entering Unmasked Estep 
Score: -7921774.500000 Penalty: 5424.447754
	Iteration 7F: 3 clusters Score -7921774 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 51123 members 
Entering Unmasked Estep 
Score: -7925548.000000 Penalty: 5424.447754
	Iteration 8F: 3 clusters Score -7925548 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 53059 members 
Entering Unmasked Estep 
Score: -7927561.000000 Penalty: 5424.447754
	Iteration 9Q: 3 clusters Score -7927561 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 53975 members 
Entering Unmasked Estep 
Score: -7928319.500000 Penalty: 5424.447754
	Iteration 10Q: 3 clusters Score -7928320 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 54417 members 
Entering Unmasked Estep 
Score: -7928595.500000 Penalty: 5424.447754
	Iteration 11Q: 3 clusters Score -7928596 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 54636 members 
Entering Unmasked Estep 
Score: -7928705.500000 Penalty: 5424.447754
	Iteration 12Q: 3 clusters Score -7928706 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 54757 members 
Entering Unmasked Estep 
Score: -7928765.500000 Penalty: 5424.447754
	Iteration 13Q: 3 clusters Score -7928766 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 54820 members 
Entering Unmasked Estep 
Score: -7928760.500000 Penalty: 5424.447754
	Iteration 14Q: 3 clusters Score -7928760 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 54870 members 
Entering Unmasked Estep 
Score: -7928784.500000 Penalty: 5424.447754
	Iteration 15Q: 3 clusters Score -7928784 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 54906 members 
Entering Unmasked Estep 
Score: -7928791.000000 Penalty: 5424.447754
	Iteration 16Q: 3 clusters Score -7928791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 54918 members 
Entering Unmasked Estep 
Score: -7928798.000000 Penalty: 5424.447754
	Iteration 17Q: 3 clusters Score -7928798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 54923 members 
Entering Unmasked Estep 
Score: -7928788.500000 Penalty: 5424.447754
	Iteration 18Q: 3 clusters Score -7928788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 54927 members 
Entering Unmasked Estep 
Score: -7928795.000000 Penalty: 5424.447754
	Iteration 19Q: 3 clusters Score -7928795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 54929 members 
Entering Unmasked Estep 
Score: -7928794.500000 Penalty: 5424.447754
	Iteration 20F: 3 clusters Score -7928794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 54933 members 
Entering Unmasked Estep 
Score: -7928800.000000 Penalty: 5424.447754
	Iteration 21Q: 3 clusters Score -7928800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 54938 members 
Entering Unmasked Estep 
Score: -7928793.500000 Penalty: 5424.447754
	Iteration 22Q: 3 clusters Score -7928794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 54941 members 
Entering Unmasked Estep 
Score: -7928787.500000 Penalty: 5424.447754
	Iteration 23Q: 3 clusters Score -7928788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 54942 members 
Entering Unmasked Estep 
Score: -7928787.500000 Penalty: 5424.447754
	Iteration 24Q: 3 clusters Score -7928788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 54944 members 
Entering Unmasked Estep 
Score: -7928789.000000 Penalty: 5424.447754
	Iteration 25Q: 3 clusters Score -7928789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 54945 members 
Entering Unmasked Estep 
Score: -7928788.500000 Penalty: 5424.447754
	Iteration 26Q: 3 clusters Score -7928788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 54945 members 
Entering Unmasked Estep 
Score: -7928788.500000 Penalty: 5424.447754
	Iteration 27F: 3 clusters Score -7928788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (173399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173399 members 
Entering Unmasked Estep 
Score: -24424118.000000 Penalty: 2991.710938
	Iteration 0F: 2 clusters Score -2.442412e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86539 members 
Mstep: Class 2 contains 86860 members 
Entering Unmasked Estep 
Score: -24315766.000000 Penalty: 5983.421875
	Iteration 0F: 3 clusters Score -2.431577e+07 nChanged 83165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83824 members 
Mstep: Class 2 contains 89575 members 
Entering Unmasked Estep 
Score: -24363796.000000 Penalty: 5983.421875
	Iteration 1F: 3 clusters Score -2.43638e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81902 members 
Mstep: Class 2 contains 91497 members 
Entering Unmasked Estep 
Score: -24364802.000000 Penalty: 5983.421875
	Iteration 2Q: 3 clusters Score -2.43648e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79201 members 
Mstep: Class 2 contains 94198 members 
Entering Unmasked Estep 
Score: -24366016.000000 Penalty: 5983.421875
	Iteration 3Q: 3 clusters Score -2.436602e+07 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75206 members 
Mstep: Class 2 contains 98193 members 
Entering Unmasked Estep 
Score: -24367964.000000 Penalty: 5983.421875
	Iteration 4Q: 3 clusters Score -2.436796e+07 nChanged 8616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69956 members 
Mstep: Class 2 contains 103443 members 
Entering Unmasked Estep 
Score: -24370810.000000 Penalty: 5983.421875
	Iteration 5Q: 3 clusters Score -2.437081e+07 nChanged 9763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63495 members 
Mstep: Class 2 contains 109904 members 
Entering Unmasked Estep 
Score: -24374634.000000 Penalty: 5983.421875
	Iteration 6F: 3 clusters Score -2.437463e+07 nChanged 10408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56465 members 
Mstep: Class 2 contains 116934 members 
Entering Unmasked Estep 
Score: -24379868.000000 Penalty: 5983.421875
	Iteration 7F: 3 clusters Score -2.437987e+07 nChanged 10380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50033 members 
Mstep: Class 2 contains 123366 members 
Entering Unmasked Estep 
Score: -24386016.000000 Penalty: 5983.421875
	Iteration 8F: 3 clusters Score -2.438602e+07 nChanged 9824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45669 members 
Mstep: Class 2 contains 127730 members 
Entering Unmasked Estep 
Score: -24392906.000000 Penalty: 5983.421875
	Iteration 9F: 3 clusters Score -2.439291e+07 nChanged 8689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43834 members 
Mstep: Class 2 contains 129565 members 
Entering Unmasked Estep 
Score: -24398520.000000 Penalty: 5983.421875
	Iteration 10F: 3 clusters Score -2.439852e+07 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 129700 members 
Entering Unmasked Estep 
Score: -24401298.000000 Penalty: 5983.421875
	Iteration 11Q: 3 clusters Score -2.44013e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43888 members 
Mstep: Class 2 contains 129511 members 
Entering Unmasked Estep 
Score: -24402106.000000 Penalty: 5983.421875
	Iteration 12Q: 3 clusters Score -2.440211e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44050 members 
Mstep: Class 2 contains 129349 members 
Entering Unmasked Estep 
Score: -24402534.000000 Penalty: 5983.421875
	Iteration 13Q: 3 clusters Score -2.440253e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44179 members 
Mstep: Class 2 contains 129220 members 
Entering Unmasked Estep 
Score: -24402688.000000 Penalty: 5983.421875
	Iteration 14Q: 3 clusters Score -2.440269e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 129062 members 
Entering Unmasked Estep 
Score: -24402886.000000 Penalty: 5983.421875
	Iteration 15Q: 3 clusters Score -2.440289e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44463 members 
Mstep: Class 2 contains 128936 members 
Entering Unmasked Estep 
Score: -24403154.000000 Penalty: 5983.421875
	Iteration 16Q: 3 clusters Score -2.440315e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 128785 members 
Entering Unmasked Estep 
Score: -24403146.000000 Penalty: 5983.421875
	Iteration 17Q: 3 clusters Score -2.440315e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44759 members 
Mstep: Class 2 contains 128640 members 
Entering Unmasked Estep 
Score: -24403246.000000 Penalty: 5983.421875
	Iteration 18Q: 3 clusters Score -2.440325e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44910 members 
Mstep: Class 2 contains 128489 members 
Entering Unmasked Estep 
Score: -24403332.000000 Penalty: 5983.421875
	Iteration 19Q: 3 clusters Score -2.440333e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45106 members 
Mstep: Class 2 contains 128293 members 
Entering Unmasked Estep 
Score: -24403436.000000 Penalty: 5983.421875
	Iteration 20F: 3 clusters Score -2.440344e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45279 members 
Mstep: Class 2 contains 128120 members 
Entering Unmasked Estep 
Score: -24403616.000000 Penalty: 5983.421875
	Iteration 21Q: 3 clusters Score -2.440362e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45444 members 
Mstep: Class 2 contains 127955 members 
Entering Unmasked Estep 
Score: -24403704.000000 Penalty: 5983.421875
	Iteration 22Q: 3 clusters Score -2.44037e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 127791 members 
Entering Unmasked Estep 
Score: -24403786.000000 Penalty: 5983.421875
	Iteration 23Q: 3 clusters Score -2.440379e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45766 members 
Mstep: Class 2 contains 127633 members 
Entering Unmasked Estep 
Score: -24403842.000000 Penalty: 5983.421875
	Iteration 24Q: 3 clusters Score -2.440384e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45963 members 
Mstep: Class 2 contains 127436 members 
Entering Unmasked Estep 
Score: -24403950.000000 Penalty: 5983.421875
	Iteration 25Q: 3 clusters Score -2.440395e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46144 members 
Mstep: Class 2 contains 127255 members 
Entering Unmasked Estep 
Score: -24403958.000000 Penalty: 5983.421875
	Iteration 26Q: 3 clusters Score -2.440396e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46337 members 
Mstep: Class 2 contains 127062 members 
Entering Unmasked Estep 
Score: -24404002.000000 Penalty: 5983.421875
	Iteration 27Q: 3 clusters Score -2.4404e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46551 members 
Mstep: Class 2 contains 126848 members 
Entering Unmasked Estep 
Score: -24404084.000000 Penalty: 5983.421875
	Iteration 28Q: 3 clusters Score -2.440408e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46735 members 
Mstep: Class 2 contains 126664 members 
Entering Unmasked Estep 
Score: -24404152.000000 Penalty: 5983.421875
	Iteration 29Q: 3 clusters Score -2.440415e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46960 members 
Mstep: Class 2 contains 126439 members 
Entering Unmasked Estep 
Score: -24404268.000000 Penalty: 5983.421875
	Iteration 30Q: 3 clusters Score -2.440427e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47212 members 
Mstep: Class 2 contains 126187 members 
Entering Unmasked Estep 
Score: -24404390.000000 Penalty: 5983.421875
	Iteration 31Q: 3 clusters Score -2.440439e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47495 members 
Mstep: Class 2 contains 125904 members 
Entering Unmasked Estep 
Score: -24404424.000000 Penalty: 5983.421875
	Iteration 32Q: 3 clusters Score -2.440442e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47743 members 
Mstep: Class 2 contains 125656 members 
Entering Unmasked Estep 
Score: -24404464.000000 Penalty: 5983.421875
	Iteration 33Q: 3 clusters Score -2.440446e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47946 members 
Mstep: Class 2 contains 125453 members 
Entering Unmasked Estep 
Score: -24404484.000000 Penalty: 5983.421875
	Iteration 34Q: 3 clusters Score -2.440448e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48153 members 
Mstep: Class 2 contains 125246 members 
Entering Unmasked Estep 
Score: -24404532.000000 Penalty: 5983.421875
	Iteration 35Q: 3 clusters Score -2.440453e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48322 members 
Mstep: Class 2 contains 125077 members 
Entering Unmasked Estep 
Score: -24404586.000000 Penalty: 5983.421875
	Iteration 36Q: 3 clusters Score -2.440459e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48486 members 
Mstep: Class 2 contains 124913 members 
Entering Unmasked Estep 
Score: -24404646.000000 Penalty: 5983.421875
	Iteration 37Q: 3 clusters Score -2.440465e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48680 members 
Mstep: Class 2 contains 124719 members 
Entering Unmasked Estep 
Score: -24404654.000000 Penalty: 5983.421875
	Iteration 38Q: 3 clusters Score -2.440465e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48874 members 
Mstep: Class 2 contains 124525 members 
Entering Unmasked Estep 
Score: -24404642.000000 Penalty: 5983.421875
	Iteration 39Q: 3 clusters Score -2.440464e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49068 members 
Mstep: Class 2 contains 124331 members 
Entering Unmasked Estep 
Score: -24404764.000000 Penalty: 5983.421875
	Iteration 40F: 3 clusters Score -2.440476e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49260 members 
Mstep: Class 2 contains 124139 members 
Entering Unmasked Estep 
Score: -24404808.000000 Penalty: 5983.421875
	Iteration 41Q: 3 clusters Score -2.440481e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49440 members 
Mstep: Class 2 contains 123959 members 
Entering Unmasked Estep 
Score: -24404840.000000 Penalty: 5983.421875
	Iteration 42Q: 3 clusters Score -2.440484e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49618 members 
Mstep: Class 2 contains 123781 members 
Entering Unmasked Estep 
Score: -24404808.000000 Penalty: 5983.421875
	Iteration 43Q: 3 clusters Score -2.440481e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49803 members 
Mstep: Class 2 contains 123596 members 
Entering Unmasked Estep 
Score: -24404846.000000 Penalty: 5983.421875
	Iteration 44Q: 3 clusters Score -2.440485e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49942 members 
Mstep: Class 2 contains 123457 members 
Entering Unmasked Estep 
Score: -24404876.000000 Penalty: 5983.421875
	Iteration 45Q: 3 clusters Score -2.440488e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50069 members 
Mstep: Class 2 contains 123330 members 
Entering Unmasked Estep 
Score: -24404922.000000 Penalty: 5983.421875
	Iteration 46Q: 3 clusters Score -2.440492e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50188 members 
Mstep: Class 2 contains 123211 members 
Entering Unmasked Estep 
Score: -24404990.000000 Penalty: 5983.421875
	Iteration 47Q: 3 clusters Score -2.440499e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50279 members 
Mstep: Class 2 contains 123120 members 
Entering Unmasked Estep 
Score: -24405030.000000 Penalty: 5983.421875
	Iteration 48Q: 3 clusters Score -2.440503e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50353 members 
Mstep: Class 2 contains 123046 members 
Entering Unmasked Estep 
Score: -24405026.000000 Penalty: 5983.421875
	Iteration 49Q: 3 clusters Score -2.440503e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50421 members 
Mstep: Class 2 contains 122978 members 
Entering Unmasked Estep 
Score: -24405050.000000 Penalty: 5983.421875
	Iteration 50Q: 3 clusters Score -2.440505e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50476 members 
Mstep: Class 2 contains 122923 members 
Entering Unmasked Estep 
Score: -24405100.000000 Penalty: 5983.421875
	Iteration 51Q: 3 clusters Score -2.44051e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50507 members 
Mstep: Class 2 contains 122892 members 
Entering Unmasked Estep 
Score: -24405114.000000 Penalty: 5983.421875
	Iteration 52Q: 3 clusters Score -2.440511e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50531 members 
Mstep: Class 2 contains 122868 members 
Entering Unmasked Estep 
Score: -24405100.000000 Penalty: 5983.421875
	Iteration 53Q: 3 clusters Score -2.44051e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50576 members 
Mstep: Class 2 contains 122823 members 
Entering Unmasked Estep 
Score: -24405110.000000 Penalty: 5983.421875
	Iteration 54Q: 3 clusters Score -2.440511e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50607 members 
Mstep: Class 2 contains 122792 members 
Entering Unmasked Estep 
Score: -24405106.000000 Penalty: 5983.421875
	Iteration 55Q: 3 clusters Score -2.440511e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50632 members 
Mstep: Class 2 contains 122767 members 
Entering Unmasked Estep 
Score: -24405166.000000 Penalty: 5983.421875
	Iteration 56Q: 3 clusters Score -2.440517e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50665 members 
Mstep: Class 2 contains 122734 members 
Entering Unmasked Estep 
Score: -24405188.000000 Penalty: 5983.421875
	Iteration 57Q: 3 clusters Score -2.440519e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50708 members 
Mstep: Class 2 contains 122691 members 
Entering Unmasked Estep 
Score: -24405236.000000 Penalty: 5983.421875
	Iteration 58Q: 3 clusters Score -2.440524e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50728 members 
Mstep: Class 2 contains 122671 members 
Entering Unmasked Estep 
Score: -24405252.000000 Penalty: 5983.421875
	Iteration 59Q: 3 clusters Score -2.440525e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50740 members 
Mstep: Class 2 contains 122659 members 
Entering Unmasked Estep 
Score: -24405318.000000 Penalty: 5983.421875
	Iteration 60F: 3 clusters Score -2.440532e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50741 members 
Mstep: Class 2 contains 122658 members 
Entering Unmasked Estep 
Score: -24405316.000000 Penalty: 5983.421875
	Iteration 61Q: 3 clusters Score -2.440532e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50756 members 
Mstep: Class 2 contains 122643 members 
Entering Unmasked Estep 
Score: -24405350.000000 Penalty: 5983.421875
	Iteration 62Q: 3 clusters Score -2.440535e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50767 members 
Mstep: Class 2 contains 122632 members 
Entering Unmasked Estep 
Score: -24405394.000000 Penalty: 5983.421875
	Iteration 63Q: 3 clusters Score -2.440539e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50778 members 
Mstep: Class 2 contains 122621 members 
Entering Unmasked Estep 
Score: -24405420.000000 Penalty: 5983.421875
	Iteration 64Q: 3 clusters Score -2.440542e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50770 members 
Mstep: Class 2 contains 122629 members 
Entering Unmasked Estep 
Score: -24405466.000000 Penalty: 5983.421875
	Iteration 65Q: 3 clusters Score -2.440547e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50740 members 
Mstep: Class 2 contains 122659 members 
Entering Unmasked Estep 
Score: -24405532.000000 Penalty: 5983.421875
	Iteration 66Q: 3 clusters Score -2.440553e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50685 members 
Mstep: Class 2 contains 122714 members 
Entering Unmasked Estep 
Score: -24405576.000000 Penalty: 5983.421875
	Iteration 67Q: 3 clusters Score -2.440558e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50638 members 
Mstep: Class 2 contains 122761 members 
Entering Unmasked Estep 
Score: -24405654.000000 Penalty: 5983.421875
	Iteration 68Q: 3 clusters Score -2.440565e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50599 members 
Mstep: Class 2 contains 122800 members 
Entering Unmasked Estep 
Score: -24405688.000000 Penalty: 5983.421875
	Iteration 69Q: 3 clusters Score -2.440569e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50560 members 
Mstep: Class 2 contains 122839 members 
Entering Unmasked Estep 
Score: -24405744.000000 Penalty: 5983.421875
	Iteration 70Q: 3 clusters Score -2.440574e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50515 members 
Mstep: Class 2 contains 122884 members 
Entering Unmasked Estep 
Score: -24405790.000000 Penalty: 5983.421875
	Iteration 71Q: 3 clusters Score -2.440579e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50453 members 
Mstep: Class 2 contains 122946 members 
Entering Unmasked Estep 
Score: -24405908.000000 Penalty: 5983.421875
	Iteration 72Q: 3 clusters Score -2.440591e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50393 members 
Mstep: Class 2 contains 123006 members 
Entering Unmasked Estep 
Score: -24405918.000000 Penalty: 5983.421875
	Iteration 73Q: 3 clusters Score -2.440592e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50290 members 
Mstep: Class 2 contains 123109 members 
Entering Unmasked Estep 
Score: -24405932.000000 Penalty: 5983.421875
	Iteration 74Q: 3 clusters Score -2.440593e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50176 members 
Mstep: Class 2 contains 123223 members 
Entering Unmasked Estep 
Score: -24405980.000000 Penalty: 5983.421875
	Iteration 75Q: 3 clusters Score -2.440598e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50047 members 
Mstep: Class 2 contains 123352 members 
Entering Unmasked Estep 
Score: -24406010.000000 Penalty: 5983.421875
	Iteration 76Q: 3 clusters Score -2.440601e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49901 members 
Mstep: Class 2 contains 123498 members 
Entering Unmasked Estep 
Score: -24406062.000000 Penalty: 5983.421875
	Iteration 77Q: 3 clusters Score -2.440606e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49738 members 
Mstep: Class 2 contains 123661 members 
Entering Unmasked Estep 
Score: -24406164.000000 Penalty: 5983.421875
	Iteration 78Q: 3 clusters Score -2.440616e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49570 members 
Mstep: Class 2 contains 123829 members 
Entering Unmasked Estep 
Score: -24406220.000000 Penalty: 5983.421875
	Iteration 79Q: 3 clusters Score -2.440622e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49388 members 
Mstep: Class 2 contains 124011 members 
Entering Unmasked Estep 
Score: -24406298.000000 Penalty: 5983.421875
	Iteration 80F: 3 clusters Score -2.44063e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49188 members 
Mstep: Class 2 contains 124211 members 
Entering Unmasked Estep 
Score: -24406384.000000 Penalty: 5983.421875
	Iteration 81Q: 3 clusters Score -2.440638e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48981 members 
Mstep: Class 2 contains 124418 members 
Entering Unmasked Estep 
Score: -24406428.000000 Penalty: 5983.421875
	Iteration 82Q: 3 clusters Score -2.440643e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48777 members 
Mstep: Class 2 contains 124622 members 
Entering Unmasked Estep 
Score: -24406500.000000 Penalty: 5983.421875
	Iteration 83Q: 3 clusters Score -2.44065e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48528 members 
Mstep: Class 2 contains 124871 members 
Entering Unmasked Estep 
Score: -24406588.000000 Penalty: 5983.421875
	Iteration 84Q: 3 clusters Score -2.440659e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48265 members 
Mstep: Class 2 contains 125134 members 
Entering Unmasked Estep 
Score: -24406724.000000 Penalty: 5983.421875
	Iteration 85Q: 3 clusters Score -2.440672e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48000 members 
Mstep: Class 2 contains 125399 members 
Entering Unmasked Estep 
Score: -24406838.000000 Penalty: 5983.421875
	Iteration 86Q: 3 clusters Score -2.440684e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47759 members 
Mstep: Class 2 contains 125640 members 
Entering Unmasked Estep 
Score: -24406940.000000 Penalty: 5983.421875
	Iteration 87Q: 3 clusters Score -2.440694e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47487 members 
Mstep: Class 2 contains 125912 members 
Entering Unmasked Estep 
Score: -24407014.000000 Penalty: 5983.421875
	Iteration 88Q: 3 clusters Score -2.440701e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47217 members 
Mstep: Class 2 contains 126182 members 
Entering Unmasked Estep 
Score: -24407088.000000 Penalty: 5983.421875
	Iteration 89Q: 3 clusters Score -2.440709e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46948 members 
Mstep: Class 2 contains 126451 members 
Entering Unmasked Estep 
Score: -24407202.000000 Penalty: 5983.421875
	Iteration 90Q: 3 clusters Score -2.44072e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46679 members 
Mstep: Class 2 contains 126720 members 
Entering Unmasked Estep 
Score: -24407310.000000 Penalty: 5983.421875
	Iteration 91Q: 3 clusters Score -2.440731e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46372 members 
Mstep: Class 2 contains 127027 members 
Entering Unmasked Estep 
Score: -24407412.000000 Penalty: 5983.421875
	Iteration 92Q: 3 clusters Score -2.440741e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46052 members 
Mstep: Class 2 contains 127347 members 
Entering Unmasked Estep 
Score: -24407490.000000 Penalty: 5983.421875
	Iteration 93Q: 3 clusters Score -2.440749e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 127690 members 
Entering Unmasked Estep 
Score: -24407556.000000 Penalty: 5983.421875
	Iteration 94Q: 3 clusters Score -2.440756e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 128046 members 
Entering Unmasked Estep 
Score: -24407694.000000 Penalty: 5983.421875
	Iteration 95Q: 3 clusters Score -2.440769e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 128423 members 
Entering Unmasked Estep 
Score: -24407830.000000 Penalty: 5983.421875
	Iteration 96Q: 3 clusters Score -2.440783e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44626 members 
Mstep: Class 2 contains 128773 members 
Entering Unmasked Estep 
Score: -24407880.000000 Penalty: 5983.421875
	Iteration 97Q: 3 clusters Score -2.440788e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44260 members 
Mstep: Class 2 contains 129139 members 
Entering Unmasked Estep 
Score: -24407962.000000 Penalty: 5983.421875
	Iteration 98Q: 3 clusters Score -2.440796e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43856 members 
Mstep: Class 2 contains 129543 members 
Entering Unmasked Estep 
Score: -24408098.000000 Penalty: 5983.421875
	Iteration 99Q: 3 clusters Score -2.44081e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 130014 members 
Entering Unmasked Estep 
Score: -24408154.000000 Penalty: 5983.421875
	Iteration 100F: 3 clusters Score -2.440815e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42895 members 
Mstep: Class 2 contains 130504 members 
Entering Unmasked Estep 
Score: -24408230.000000 Penalty: 5983.421875
	Iteration 101Q: 3 clusters Score -2.440823e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 131049 members 
Entering Unmasked Estep 
Score: -24408376.000000 Penalty: 5983.421875
	Iteration 102Q: 3 clusters Score -2.440838e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41779 members 
Mstep: Class 2 contains 131620 members 
Entering Unmasked Estep 
Score: -24408430.000000 Penalty: 5983.421875
	Iteration 103Q: 3 clusters Score -2.440843e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 132224 members 
Entering Unmasked Estep 
Score: -24408608.000000 Penalty: 5983.421875
	Iteration 104Q: 3 clusters Score -2.440861e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 132788 members 
Entering Unmasked Estep 
Score: -24408702.000000 Penalty: 5983.421875
	Iteration 105Q: 3 clusters Score -2.44087e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40041 members 
Mstep: Class 2 contains 133358 members 
Entering Unmasked Estep 
Score: -24408792.000000 Penalty: 5983.421875
	Iteration 106Q: 3 clusters Score -2.440879e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39441 members 
Mstep: Class 2 contains 133958 members 
Entering Unmasked Estep 
Score: -24408912.000000 Penalty: 5983.421875
	Iteration 107Q: 3 clusters Score -2.440891e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 134597 members 
Entering Unmasked Estep 
Score: -24409052.000000 Penalty: 5983.421875
	Iteration 108Q: 3 clusters Score -2.440905e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 135247 members 
Entering Unmasked Estep 
Score: -24409154.000000 Penalty: 5983.421875
	Iteration 109Q: 3 clusters Score -2.440915e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 135874 members 
Entering Unmasked Estep 
Score: -24409342.000000 Penalty: 5983.421875
	Iteration 110Q: 3 clusters Score -2.440934e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 136548 members 
Entering Unmasked Estep 
Score: -24409444.000000 Penalty: 5983.421875
	Iteration 111Q: 3 clusters Score -2.440944e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 137215 members 
Entering Unmasked Estep 
Score: -24409610.000000 Penalty: 5983.421875
	Iteration 112Q: 3 clusters Score -2.440961e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 137957 members 
Entering Unmasked Estep 
Score: -24409756.000000 Penalty: 5983.421875
	Iteration 113Q: 3 clusters Score -2.440976e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 138748 members 
Entering Unmasked Estep 
Score: -24409994.000000 Penalty: 5983.421875
	Iteration 114Q: 3 clusters Score -2.440999e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 139575 members 
Entering Unmasked Estep 
Score: -24410132.000000 Penalty: 5983.421875
	Iteration 115Q: 3 clusters Score -2.441013e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 140459 members 
Entering Unmasked Estep 
Score: -24410308.000000 Penalty: 5983.421875
	Iteration 116Q: 3 clusters Score -2.441031e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32015 members 
Mstep: Class 2 contains 141384 members 
Entering Unmasked Estep 
Score: -24410610.000000 Penalty: 5983.421875
	Iteration 117Q: 3 clusters Score -2.441061e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 142321 members 
Entering Unmasked Estep 
Score: -24410842.000000 Penalty: 5983.421875
	Iteration 118Q: 3 clusters Score -2.441084e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 143323 members 
Entering Unmasked Estep 
Score: -24411046.000000 Penalty: 5983.421875
	Iteration 119Q: 3 clusters Score -2.441105e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29055 members 
Mstep: Class 2 contains 144344 members 
Entering Unmasked Estep 
Score: -24411292.000000 Penalty: 5983.421875
	Iteration 120F: 3 clusters Score -2.441129e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 145345 members 
Entering Unmasked Estep 
Score: -24411482.000000 Penalty: 5983.421875
	Iteration 121Q: 3 clusters Score -2.441148e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 146347 members 
Entering Unmasked Estep 
Score: -24411744.000000 Penalty: 5983.421875
	Iteration 122Q: 3 clusters Score -2.441174e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 147345 members 
Entering Unmasked Estep 
Score: -24411938.000000 Penalty: 5983.421875
	Iteration 123Q: 3 clusters Score -2.441194e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 148330 members 
Entering Unmasked Estep 
Score: -24412164.000000 Penalty: 5983.421875
	Iteration 124Q: 3 clusters Score -2.441216e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 149362 members 
Entering Unmasked Estep 
Score: -24412542.000000 Penalty: 5983.421875
	Iteration 125Q: 3 clusters Score -2.441254e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 150445 members 
Entering Unmasked Estep 
Score: -24412776.000000 Penalty: 5983.421875
	Iteration 126Q: 3 clusters Score -2.441278e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 151505 members 
Entering Unmasked Estep 
Score: -24413234.000000 Penalty: 5983.421875
	Iteration 127Q: 3 clusters Score -2.441323e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 152604 members 
Entering Unmasked Estep 
Score: -24414026.000000 Penalty: 5983.421875
	Iteration 128Q: 3 clusters Score -2.441403e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 153843 members 
Entering Unmasked Estep 
Score: -24414926.000000 Penalty: 5983.421875
	Iteration 129Q: 3 clusters Score -2.441493e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 155190 members 
Entering Unmasked Estep 
Score: -24415974.000000 Penalty: 5983.421875
	Iteration 130Q: 3 clusters Score -2.441597e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 156618 members 
Entering Unmasked Estep 
Score: -24417288.000000 Penalty: 5983.421875
	Iteration 131Q: 3 clusters Score -2.441729e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 158166 members 
Entering Unmasked Estep 
Score: -24418476.000000 Penalty: 5983.421875
	Iteration 132Q: 3 clusters Score -2.441848e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 159829 members 
Entering Unmasked Estep 
Score: -24419736.000000 Penalty: 5983.421875
	Iteration 133Q: 3 clusters Score -2.441974e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 161559 members 
Entering Unmasked Estep 
Score: -24420990.000000 Penalty: 5983.421875
	Iteration 134Q: 3 clusters Score -2.442099e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 163258 members 
Entering Unmasked Estep 
Score: -24421954.000000 Penalty: 5983.421875
	Iteration 135Q: 3 clusters Score -2.442195e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 164796 members 
Entering Unmasked Estep 
Score: -24422800.000000 Penalty: 5983.421875
	Iteration 136Q: 3 clusters Score -2.44228e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 166130 members 
Entering Unmasked Estep 
Score: -24423406.000000 Penalty: 5983.421875
	Iteration 137Q: 3 clusters Score -2.442341e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 167272 members 
Entering Unmasked Estep 
Score: -24423668.000000 Penalty: 5983.421875
	Iteration 138Q: 3 clusters Score -2.442367e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 168209 members 
Entering Unmasked Estep 
Score: -24423968.000000 Penalty: 5983.421875
	Iteration 139Q: 3 clusters Score -2.442397e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 168969 members 
Entering Unmasked Estep 
Score: -24424140.000000 Penalty: 5983.421875
	Iteration 140F: 3 clusters Score -2.442414e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 169572 members 
Entering Unmasked Estep 
Score: -24424220.000000 Penalty: 5983.421875
	Iteration 141Q: 3 clusters Score -2.442422e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 170049 members 
Entering Unmasked Estep 
Score: -24424216.000000 Penalty: 5983.421875
	Iteration 142Q: 3 clusters Score -2.442422e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 170414 members 
Entering Unmasked Estep 
Score: -24424178.000000 Penalty: 5983.421875
	Iteration 143Q: 3 clusters Score -2.442418e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 170678 members 
Entering Unmasked Estep 
Score: -24424158.000000 Penalty: 5983.421875
	Iteration 144Q: 3 clusters Score -2.442416e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 170892 members 
Entering Unmasked Estep 
Score: -24424148.000000 Penalty: 5983.421875
	Iteration 145Q: 3 clusters Score -2.442415e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 171065 members 
Entering Unmasked Estep 
Score: -24424086.000000 Penalty: 5983.421875
	Iteration 146Q: 3 clusters Score -2.442409e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 171184 members 
Entering Unmasked Estep 
Score: -24424044.000000 Penalty: 5983.421875
	Iteration 147Q: 3 clusters Score -2.442404e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 171281 members 
Entering Unmasked Estep 
Score: -24423998.000000 Penalty: 5983.421875
	Iteration 148Q: 3 clusters Score -2.4424e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 171362 members 
Entering Unmasked Estep 
Score: -24424004.000000 Penalty: 5983.421875
	Iteration 149Q: 3 clusters Score -2.4424e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 171417 members 
Entering Unmasked Estep 
Score: -24423968.000000 Penalty: 5983.421875
	Iteration 150Q: 3 clusters Score -2.442397e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 171448 members 
Entering Unmasked Estep 
Score: -24423978.000000 Penalty: 5983.421875
	Iteration 151Q: 3 clusters Score -2.442398e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 171467 members 
Entering Unmasked Estep 
Score: -24423966.000000 Penalty: 5983.421875
	Iteration 152Q: 3 clusters Score -2.442397e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 171480 members 
Entering Unmasked Estep 
Score: -24423966.000000 Penalty: 5983.421875
	Iteration 153Q: 3 clusters Score -2.442397e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 171501 members 
Entering Unmasked Estep 
Score: -24423976.000000 Penalty: 5983.421875
	Iteration 154Q: 3 clusters Score -2.442398e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 171520 members 
Entering Unmasked Estep 
Score: -24423956.000000 Penalty: 5983.421875
	Iteration 155Q: 3 clusters Score -2.442396e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 171539 members 
Entering Unmasked Estep 
Score: -24423960.000000 Penalty: 5983.421875
	Iteration 156Q: 3 clusters Score -2.442396e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 171553 members 
Entering Unmasked Estep 
Score: -24423956.000000 Penalty: 5983.421875
	Iteration 157Q: 3 clusters Score -2.442396e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 171563 members 
Entering Unmasked Estep 
Score: -24423958.000000 Penalty: 5983.421875
	Iteration 158Q: 3 clusters Score -2.442396e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 171574 members 
Entering Unmasked Estep 
Score: -24423974.000000 Penalty: 5983.421875
	Iteration 159Q: 3 clusters Score -2.442397e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 171586 members 
Entering Unmasked Estep 
Score: -24423976.000000 Penalty: 5983.421875
	Iteration 160F: 3 clusters Score -2.442398e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 171598 members 
Entering Unmasked Estep 
Score: -24423978.000000 Penalty: 5983.421875
	Iteration 161Q: 3 clusters Score -2.442398e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 171607 members 
Entering Unmasked Estep 
Score: -24423952.000000 Penalty: 5983.421875
	Iteration 162Q: 3 clusters Score -2.442395e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 171618 members 
Entering Unmasked Estep 
Score: -24423952.000000 Penalty: 5983.421875
	Iteration 163Q: 3 clusters Score -2.442395e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 171625 members 
Entering Unmasked Estep 
Score: -24423952.000000 Penalty: 5983.421875
	Iteration 164Q: 3 clusters Score -2.442395e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 171632 members 
Entering Unmasked Estep 
Score: -24423938.000000 Penalty: 5983.421875
	Iteration 165Q: 3 clusters Score -2.442394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 171636 members 
Entering Unmasked Estep 
Score: -24423922.000000 Penalty: 5983.421875
	Iteration 166Q: 3 clusters Score -2.442392e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 171640 members 
Entering Unmasked Estep 
Score: -24423920.000000 Penalty: 5983.421875
	Iteration 167Q: 3 clusters Score -2.442392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 171643 members 
Entering Unmasked Estep 
Score: -24423928.000000 Penalty: 5983.421875
	Iteration 168Q: 3 clusters Score -2.442393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 171647 members 
Entering Unmasked Estep 
Score: -24423928.000000 Penalty: 5983.421875
	Iteration 169Q: 3 clusters Score -2.442393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 171646 members 
Entering Unmasked Estep 
Score: -24423940.000000 Penalty: 5983.421875
	Iteration 170Q: 3 clusters Score -2.442394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 171647 members 
Entering Unmasked Estep 
Score: -24423936.000000 Penalty: 5983.421875
	Iteration 171Q: 3 clusters Score -2.442394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 171650 members 
Entering Unmasked Estep 
Score: -24423940.000000 Penalty: 5983.421875
	Iteration 172Q: 3 clusters Score -2.442394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 171652 members 
Entering Unmasked Estep 
Score: -24423928.000000 Penalty: 5983.421875
	Iteration 173Q: 3 clusters Score -2.442393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 171653 members 
Entering Unmasked Estep 
Score: -24423946.000000 Penalty: 5983.421875
	Iteration 174Q: 3 clusters Score -2.442395e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 171654 members 
Entering Unmasked Estep 
Score: -24423930.000000 Penalty: 5983.421875
	Iteration 175Q: 3 clusters Score -2.442393e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 171654 members 
Entering Unmasked Estep 
Score: -24423930.000000 Penalty: 5983.421875
	Iteration 176F: 3 clusters Score -2.442393e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (34510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34510 members 
Entering Unmasked Estep 
Score: -4895208.500000 Penalty: 2591.353027
	Iteration 0F: 2 clusters Score -4895208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -4871763.000000 Penalty: 5182.706055
	Iteration 0F: 3 clusters Score -4871763 nChanged 15640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -4880581.500000 Penalty: 5182.706055
	Iteration 1F: 3 clusters Score -4880582 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -4881319.500000 Penalty: 5182.706055
	Iteration 2F: 3 clusters Score -4881320 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -4882266.500000 Penalty: 5182.706055
	Iteration 3F: 3 clusters Score -4882266 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -4883737.000000 Penalty: 5182.706055
	Iteration 4F: 3 clusters Score -4883737 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -4885703.500000 Penalty: 5182.706055
	Iteration 5F: 3 clusters Score -4885704 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -4887931.500000 Penalty: 5182.706055
	Iteration 6F: 3 clusters Score -4887932 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -4889901.500000 Penalty: 5182.706055
	Iteration 7F: 3 clusters Score -4889902 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -4891316.000000 Penalty: 5182.706055
	Iteration 8Q: 3 clusters Score -4891316 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4892104.000000 Penalty: 5182.706055
	Iteration 9Q: 3 clusters Score -4892104 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4892537.500000 Penalty: 5182.706055
	Iteration 10Q: 3 clusters Score -4892538 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33619 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4892736.000000 Penalty: 5182.706055
	Iteration 11Q: 3 clusters Score -4892736 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4892832.500000 Penalty: 5182.706055
	Iteration 12Q: 3 clusters Score -4892832 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4892872.500000 Penalty: 5182.706055
	Iteration 13Q: 3 clusters Score -4892872 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4892900.500000 Penalty: 5182.706055
	Iteration 14Q: 3 clusters Score -4892900 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33883 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4892921.000000 Penalty: 5182.706055
	Iteration 15Q: 3 clusters Score -4892921 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4892961.000000 Penalty: 5182.706055
	Iteration 16Q: 3 clusters Score -4892961 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4892959.500000 Penalty: 5182.706055
	Iteration 17Q: 3 clusters Score -4892960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4892970.500000 Penalty: 5182.706055
	Iteration 18Q: 3 clusters Score -4892970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -4892974.500000 Penalty: 5182.706055
	Iteration 19Q: 3 clusters Score -4892974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4892984.000000 Penalty: 5182.706055
	Iteration 20F: 3 clusters Score -4892984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4892992.500000 Penalty: 5182.706055
	Iteration 21Q: 3 clusters Score -4892992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33947 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4892993.500000 Penalty: 5182.706055
	Iteration 22Q: 3 clusters Score -4892994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4892990.500000 Penalty: 5182.706055
	Iteration 23Q: 3 clusters Score -4892990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4892990.500000 Penalty: 5182.706055
	Iteration 24F: 3 clusters Score -4892990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Entering Unmasked Estep 
Score: -14176.211914 Penalty: 1234.229980
	Iteration 0F: 2 clusters Score -14176.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13272.816406 Penalty: 2468.459961
	Iteration 0F: 3 clusters Score -13272.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13304.458008 Penalty: 2468.459961
	Iteration 1Q: 3 clusters Score -13304.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13309.677734 Penalty: 2468.459961
	Iteration 2Q: 3 clusters Score -13309.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13309.677734 Penalty: 2468.459961
	Iteration 3F: 3 clusters Score -13309.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (92077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92077 members 
Entering Unmasked Estep 
Score: -13040378.000000 Penalty: 2834.734375
	Iteration 0F: 2 clusters Score -1.304038e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46018 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -12978981.000000 Penalty: 5669.468750
	Iteration 0F: 3 clusters Score -1.297898e+07 nChanged 43535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45635 members 
Mstep: Class 2 contains 46442 members 
Entering Unmasked Estep 
Score: -13003720.000000 Penalty: 5669.468750
	Iteration 1F: 3 clusters Score -1.300372e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45414 members 
Mstep: Class 2 contains 46663 members 
Entering Unmasked Estep 
Score: -13004562.000000 Penalty: 5669.468750
	Iteration 2Q: 3 clusters Score -1.300456e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45027 members 
Mstep: Class 2 contains 47050 members 
Entering Unmasked Estep 
Score: -13005554.000000 Penalty: 5669.468750
	Iteration 3Q: 3 clusters Score -1.300555e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 47621 members 
Entering Unmasked Estep 
Score: -13006937.000000 Penalty: 5669.468750
	Iteration 4Q: 3 clusters Score -1.300694e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43680 members 
Mstep: Class 2 contains 48397 members 
Entering Unmasked Estep 
Score: -13008474.000000 Penalty: 5669.468750
	Iteration 5Q: 3 clusters Score -1.300847e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42636 members 
Mstep: Class 2 contains 49441 members 
Entering Unmasked Estep 
Score: -13010546.000000 Penalty: 5669.468750
	Iteration 6Q: 3 clusters Score -1.301055e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41260 members 
Mstep: Class 2 contains 50817 members 
Entering Unmasked Estep 
Score: -13013571.000000 Penalty: 5669.468750
	Iteration 7F: 3 clusters Score -1.301357e+07 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 52489 members 
Entering Unmasked Estep 
Score: -13017601.000000 Penalty: 5669.468750
	Iteration 8F: 3 clusters Score -1.30176e+07 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 54281 members 
Entering Unmasked Estep 
Score: -13022090.000000 Penalty: 5669.468750
	Iteration 9F: 3 clusters Score -1.302209e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36177 members 
Mstep: Class 2 contains 55900 members 
Entering Unmasked Estep 
Score: -13025721.000000 Penalty: 5669.468750
	Iteration 10F: 3 clusters Score -1.302572e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 57199 members 
Entering Unmasked Estep 
Score: -13027596.000000 Penalty: 5669.468750
	Iteration 11Q: 3 clusters Score -1.30276e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33790 members 
Mstep: Class 2 contains 58287 members 
Entering Unmasked Estep 
Score: -13028576.000000 Penalty: 5669.468750
	Iteration 12Q: 3 clusters Score -1.302858e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 59348 members 
Entering Unmasked Estep 
Score: -13029183.000000 Penalty: 5669.468750
	Iteration 13Q: 3 clusters Score -1.302918e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 60402 members 
Entering Unmasked Estep 
Score: -13029782.000000 Penalty: 5669.468750
	Iteration 14Q: 3 clusters Score -1.302978e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 61439 members 
Entering Unmasked Estep 
Score: -13030391.000000 Penalty: 5669.468750
	Iteration 15Q: 3 clusters Score -1.303039e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 62419 members 
Entering Unmasked Estep 
Score: -13030885.000000 Penalty: 5669.468750
	Iteration 16Q: 3 clusters Score -1.303088e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 63342 members 
Entering Unmasked Estep 
Score: -13031349.000000 Penalty: 5669.468750
	Iteration 17Q: 3 clusters Score -1.303135e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 64216 members 
Entering Unmasked Estep 
Score: -13031685.000000 Penalty: 5669.468750
	Iteration 18Q: 3 clusters Score -1.303168e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 65046 members 
Entering Unmasked Estep 
Score: -13031997.000000 Penalty: 5669.468750
	Iteration 19Q: 3 clusters Score -1.3032e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 65869 members 
Entering Unmasked Estep 
Score: -13032247.000000 Penalty: 5669.468750
	Iteration 20F: 3 clusters Score -1.303225e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 66710 members 
Entering Unmasked Estep 
Score: -13032530.000000 Penalty: 5669.468750
	Iteration 21Q: 3 clusters Score -1.303253e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 67507 members 
Entering Unmasked Estep 
Score: -13032710.000000 Penalty: 5669.468750
	Iteration 22Q: 3 clusters Score -1.303271e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 68297 members 
Entering Unmasked Estep 
Score: -13032943.000000 Penalty: 5669.468750
	Iteration 23Q: 3 clusters Score -1.303294e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 69037 members 
Entering Unmasked Estep 
Score: -13033146.000000 Penalty: 5669.468750
	Iteration 24Q: 3 clusters Score -1.303315e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 69717 members 
Entering Unmasked Estep 
Score: -13033313.000000 Penalty: 5669.468750
	Iteration 25Q: 3 clusters Score -1.303331e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 70405 members 
Entering Unmasked Estep 
Score: -13033412.000000 Penalty: 5669.468750
	Iteration 26Q: 3 clusters Score -1.303341e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 71044 members 
Entering Unmasked Estep 
Score: -13033576.000000 Penalty: 5669.468750
	Iteration 27Q: 3 clusters Score -1.303358e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 71640 members 
Entering Unmasked Estep 
Score: -13033659.000000 Penalty: 5669.468750
	Iteration 28Q: 3 clusters Score -1.303366e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 72226 members 
Entering Unmasked Estep 
Score: -13033795.000000 Penalty: 5669.468750
	Iteration 29Q: 3 clusters Score -1.30338e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 72804 members 
Entering Unmasked Estep 
Score: -13033842.000000 Penalty: 5669.468750
	Iteration 30Q: 3 clusters Score -1.303384e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 73362 members 
Entering Unmasked Estep 
Score: -13033935.000000 Penalty: 5669.468750
	Iteration 31Q: 3 clusters Score -1.303394e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 73919 members 
Entering Unmasked Estep 
Score: -13034048.000000 Penalty: 5669.468750
	Iteration 32Q: 3 clusters Score -1.303405e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 74472 members 
Entering Unmasked Estep 
Score: -13034115.000000 Penalty: 5669.468750
	Iteration 33Q: 3 clusters Score -1.303412e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 75019 members 
Entering Unmasked Estep 
Score: -13034238.000000 Penalty: 5669.468750
	Iteration 34Q: 3 clusters Score -1.303424e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 75581 members 
Entering Unmasked Estep 
Score: -13034353.000000 Penalty: 5669.468750
	Iteration 35Q: 3 clusters Score -1.303435e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 76160 members 
Entering Unmasked Estep 
Score: -13034462.000000 Penalty: 5669.468750
	Iteration 36Q: 3 clusters Score -1.303446e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 76736 members 
Entering Unmasked Estep 
Score: -13034591.000000 Penalty: 5669.468750
	Iteration 37Q: 3 clusters Score -1.303459e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 77307 members 
Entering Unmasked Estep 
Score: -13034704.000000 Penalty: 5669.468750
	Iteration 38Q: 3 clusters Score -1.30347e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 77846 members 
Entering Unmasked Estep 
Score: -13034912.000000 Penalty: 5669.468750
	Iteration 39Q: 3 clusters Score -1.303491e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 78378 members 
Entering Unmasked Estep 
Score: -13035098.000000 Penalty: 5669.468750
	Iteration 40F: 3 clusters Score -1.30351e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 78870 members 
Entering Unmasked Estep 
Score: -13035269.000000 Penalty: 5669.468750
	Iteration 41Q: 3 clusters Score -1.303527e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 79331 members 
Entering Unmasked Estep 
Score: -13035434.000000 Penalty: 5669.468750
	Iteration 42Q: 3 clusters Score -1.303543e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 79819 members 
Entering Unmasked Estep 
Score: -13035688.000000 Penalty: 5669.468750
	Iteration 43Q: 3 clusters Score -1.303569e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 80343 members 
Entering Unmasked Estep 
Score: -13036000.000000 Penalty: 5669.468750
	Iteration 44Q: 3 clusters Score -1.3036e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 80899 members 
Entering Unmasked Estep 
Score: -13036372.000000 Penalty: 5669.468750
	Iteration 45Q: 3 clusters Score -1.303637e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 81461 members 
Entering Unmasked Estep 
Score: -13036988.000000 Penalty: 5669.468750
	Iteration 46Q: 3 clusters Score -1.303699e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 81981 members 
Entering Unmasked Estep 
Score: -13037561.000000 Penalty: 5669.468750
	Iteration 47Q: 3 clusters Score -1.303756e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 82417 members 
Entering Unmasked Estep 
Score: -13037956.000000 Penalty: 5669.468750
	Iteration 48Q: 3 clusters Score -1.303796e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 82773 members 
Entering Unmasked Estep 
Score: -13038192.000000 Penalty: 5669.468750
	Iteration 49Q: 3 clusters Score -1.303819e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 83027 members 
Entering Unmasked Estep 
Score: -13038335.000000 Penalty: 5669.468750
	Iteration 50Q: 3 clusters Score -1.303834e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 83223 members 
Entering Unmasked Estep 
Score: -13038402.000000 Penalty: 5669.468750
	Iteration 51Q: 3 clusters Score -1.30384e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 83402 members 
Entering Unmasked Estep 
Score: -13038476.000000 Penalty: 5669.468750
	Iteration 52Q: 3 clusters Score -1.303848e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 83556 members 
Entering Unmasked Estep 
Score: -13038529.000000 Penalty: 5669.468750
	Iteration 53Q: 3 clusters Score -1.303853e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 83679 members 
Entering Unmasked Estep 
Score: -13038541.000000 Penalty: 5669.468750
	Iteration 54Q: 3 clusters Score -1.303854e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 83779 members 
Entering Unmasked Estep 
Score: -13038557.000000 Penalty: 5669.468750
	Iteration 55Q: 3 clusters Score -1.303856e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 83872 members 
Entering Unmasked Estep 
Score: -13038567.000000 Penalty: 5669.468750
	Iteration 56Q: 3 clusters Score -1.303857e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 83931 members 
Entering Unmasked Estep 
Score: -13038562.000000 Penalty: 5669.468750
	Iteration 57Q: 3 clusters Score -1.303856e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 83977 members 
Entering Unmasked Estep 
Score: -13038549.000000 Penalty: 5669.468750
	Iteration 58Q: 3 clusters Score -1.303855e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 84015 members 
Entering Unmasked Estep 
Score: -13038556.000000 Penalty: 5669.468750
	Iteration 59Q: 3 clusters Score -1.303856e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 84042 members 
Entering Unmasked Estep 
Score: -13038553.000000 Penalty: 5669.468750
	Iteration 60F: 3 clusters Score -1.303855e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 84056 members 
Entering Unmasked Estep 
Score: -13038544.000000 Penalty: 5669.468750
	Iteration 61Q: 3 clusters Score -1.303854e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 84075 members 
Entering Unmasked Estep 
Score: -13038544.000000 Penalty: 5669.468750
	Iteration 62Q: 3 clusters Score -1.303854e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 84096 members 
Entering Unmasked Estep 
Score: -13038548.000000 Penalty: 5669.468750
	Iteration 63Q: 3 clusters Score -1.303855e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 84120 members 
Entering Unmasked Estep 
Score: -13038557.000000 Penalty: 5669.468750
	Iteration 64Q: 3 clusters Score -1.303856e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 84143 members 
Entering Unmasked Estep 
Score: -13038537.000000 Penalty: 5669.468750
	Iteration 65Q: 3 clusters Score -1.303854e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 84164 members 
Entering Unmasked Estep 
Score: -13038558.000000 Penalty: 5669.468750
	Iteration 66Q: 3 clusters Score -1.303856e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 84174 members 
Entering Unmasked Estep 
Score: -13038568.000000 Penalty: 5669.468750
	Iteration 67Q: 3 clusters Score -1.303857e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 84181 members 
Entering Unmasked Estep 
Score: -13038561.000000 Penalty: 5669.468750
	Iteration 68Q: 3 clusters Score -1.303856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 84190 members 
Entering Unmasked Estep 
Score: -13038558.000000 Penalty: 5669.468750
	Iteration 69Q: 3 clusters Score -1.303856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 84197 members 
Entering Unmasked Estep 
Score: -13038566.000000 Penalty: 5669.468750
	Iteration 70Q: 3 clusters Score -1.303857e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 84207 members 
Entering Unmasked Estep 
Score: -13038557.000000 Penalty: 5669.468750
	Iteration 71Q: 3 clusters Score -1.303856e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 84218 members 
Entering Unmasked Estep 
Score: -13038558.000000 Penalty: 5669.468750
	Iteration 72Q: 3 clusters Score -1.303856e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 84228 members 
Entering Unmasked Estep 
Score: -13038565.000000 Penalty: 5669.468750
	Iteration 73Q: 3 clusters Score -1.303856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 84237 members 
Entering Unmasked Estep 
Score: -13038568.000000 Penalty: 5669.468750
	Iteration 74Q: 3 clusters Score -1.303857e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 84246 members 
Entering Unmasked Estep 
Score: -13038577.000000 Penalty: 5669.468750
	Iteration 75Q: 3 clusters Score -1.303858e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 84253 members 
Entering Unmasked Estep 
Score: -13038573.000000 Penalty: 5669.468750
	Iteration 76Q: 3 clusters Score -1.303857e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 84256 members 
Entering Unmasked Estep 
Score: -13038566.000000 Penalty: 5669.468750
	Iteration 77Q: 3 clusters Score -1.303857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 84263 members 
Entering Unmasked Estep 
Score: -13038568.000000 Penalty: 5669.468750
	Iteration 78Q: 3 clusters Score -1.303857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 84266 members 
Entering Unmasked Estep 
Score: -13038569.000000 Penalty: 5669.468750
	Iteration 79Q: 3 clusters Score -1.303857e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 84268 members 
Entering Unmasked Estep 
Score: -13038567.000000 Penalty: 5669.468750
	Iteration 80F: 3 clusters Score -1.303857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 84269 members 
Entering Unmasked Estep 
Score: -13038565.000000 Penalty: 5669.468750
	Iteration 81Q: 3 clusters Score -1.303856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 84269 members 
Entering Unmasked Estep 
Score: -13038566.000000 Penalty: 5669.468750
	Iteration 82Q: 3 clusters Score -1.303857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 84272 members 
Entering Unmasked Estep 
Score: -13038579.000000 Penalty: 5669.468750
	Iteration 83Q: 3 clusters Score -1.303858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 84275 members 
Entering Unmasked Estep 
Score: -13038577.000000 Penalty: 5669.468750
	Iteration 84Q: 3 clusters Score -1.303858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 84276 members 
Entering Unmasked Estep 
Score: -13038583.000000 Penalty: 5669.468750
	Iteration 85Q: 3 clusters Score -1.303858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 84278 members 
Entering Unmasked Estep 
Score: -13038581.000000 Penalty: 5669.468750
	Iteration 86Q: 3 clusters Score -1.303858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 84281 members 
Entering Unmasked Estep 
Score: -13038589.000000 Penalty: 5669.468750
	Iteration 87Q: 3 clusters Score -1.303859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 84284 members 
Entering Unmasked Estep 
Score: -13038584.000000 Penalty: 5669.468750
	Iteration 88Q: 3 clusters Score -1.303858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 84285 members 
Entering Unmasked Estep 
Score: -13038581.000000 Penalty: 5669.468750
	Iteration 89Q: 3 clusters Score -1.303858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 84286 members 
Entering Unmasked Estep 
Score: -13038580.000000 Penalty: 5669.468750
	Iteration 90Q: 3 clusters Score -1.303858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 84289 members 
Entering Unmasked Estep 
Score: -13038583.000000 Penalty: 5669.468750
	Iteration 91Q: 3 clusters Score -1.303858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 84293 members 
Entering Unmasked Estep 
Score: -13038581.000000 Penalty: 5669.468750
	Iteration 92Q: 3 clusters Score -1.303858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 84295 members 
Entering Unmasked Estep 
Score: -13038584.000000 Penalty: 5669.468750
	Iteration 93Q: 3 clusters Score -1.303858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 84296 members 
Entering Unmasked Estep 
Score: -13038586.000000 Penalty: 5669.468750
	Iteration 94Q: 3 clusters Score -1.303859e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 84297 members 
Entering Unmasked Estep 
Score: -13038585.000000 Penalty: 5669.468750
	Iteration 95Q: 3 clusters Score -1.303858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 84298 members 
Entering Unmasked Estep 
Score: -13038591.000000 Penalty: 5669.468750
	Iteration 96Q: 3 clusters Score -1.303859e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 84298 members 
Entering Unmasked Estep 
Score: -13038591.000000 Penalty: 5669.468750
	Iteration 97F: 3 clusters Score -1.303859e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Entering Unmasked Estep 
Score: -3787793.500000 Penalty: 2526.910645
	Iteration 0F: 2 clusters Score -3787794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -3769460.250000 Penalty: 5053.821289
	Iteration 0F: 3 clusters Score -3769460 nChanged 11950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -3775999.250000 Penalty: 5053.821289
	Iteration 1F: 3 clusters Score -3775999 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -3776359.250000 Penalty: 5053.821289
	Iteration 2Q: 3 clusters Score -3776359 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -3776696.250000 Penalty: 5053.821289
	Iteration 3Q: 3 clusters Score -3776696 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -3777007.250000 Penalty: 5053.821289
	Iteration 4Q: 3 clusters Score -3777007 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -3777292.750000 Penalty: 5053.821289
	Iteration 5Q: 3 clusters Score -3777293 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -3777599.250000 Penalty: 5053.821289
	Iteration 6Q: 3 clusters Score -3777599 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -3777969.750000 Penalty: 5053.821289
	Iteration 7Q: 3 clusters Score -3777970 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -3778442.750000 Penalty: 5053.821289
	Iteration 8Q: 3 clusters Score -3778443 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -3779052.750000 Penalty: 5053.821289
	Iteration 9Q: 3 clusters Score -3779053 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -3779842.500000 Penalty: 5053.821289
	Iteration 10Q: 3 clusters Score -3779842 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -3780782.750000 Penalty: 5053.821289
	Iteration 11F: 3 clusters Score -3780783 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -3781744.750000 Penalty: 5053.821289
	Iteration 12F: 3 clusters Score -3781745 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -3782502.000000 Penalty: 5053.821289
	Iteration 13Q: 3 clusters Score -3782502 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -3782892.750000 Penalty: 5053.821289
	Iteration 14Q: 3 clusters Score -3782893 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -3783106.250000 Penalty: 5053.821289
	Iteration 15Q: 3 clusters Score -3783106 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -3783244.250000 Penalty: 5053.821289
	Iteration 16Q: 3 clusters Score -3783244 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -3783327.500000 Penalty: 5053.821289
	Iteration 17Q: 3 clusters Score -3783328 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -3783402.250000 Penalty: 5053.821289
	Iteration 18Q: 3 clusters Score -3783402 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -3783465.250000 Penalty: 5053.821289
	Iteration 19Q: 3 clusters Score -3783465 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -3783511.500000 Penalty: 5053.821289
	Iteration 20F: 3 clusters Score -3783512 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -3783557.750000 Penalty: 5053.821289
	Iteration 21Q: 3 clusters Score -3783558 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -3783618.750000 Penalty: 5053.821289
	Iteration 22Q: 3 clusters Score -3783619 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -3783664.500000 Penalty: 5053.821289
	Iteration 23Q: 3 clusters Score -3783664 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -3783714.250000 Penalty: 5053.821289
	Iteration 24Q: 3 clusters Score -3783714 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -3783760.750000 Penalty: 5053.821289
	Iteration 25Q: 3 clusters Score -3783761 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -3783826.250000 Penalty: 5053.821289
	Iteration 26Q: 3 clusters Score -3783826 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -3783898.250000 Penalty: 5053.821289
	Iteration 27Q: 3 clusters Score -3783898 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -3783946.000000 Penalty: 5053.821289
	Iteration 28Q: 3 clusters Score -3783946 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -3784024.500000 Penalty: 5053.821289
	Iteration 29Q: 3 clusters Score -3784024 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -3784127.000000 Penalty: 5053.821289
	Iteration 30Q: 3 clusters Score -3784127 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -3784216.500000 Penalty: 5053.821289
	Iteration 31Q: 3 clusters Score -3784216 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -3784345.750000 Penalty: 5053.821289
	Iteration 32Q: 3 clusters Score -3784346 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -3784458.750000 Penalty: 5053.821289
	Iteration 33Q: 3 clusters Score -3784459 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -3784572.000000 Penalty: 5053.821289
	Iteration 34Q: 3 clusters Score -3784572 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -3784669.000000 Penalty: 5053.821289
	Iteration 35Q: 3 clusters Score -3784669 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -3784760.250000 Penalty: 5053.821289
	Iteration 36Q: 3 clusters Score -3784760 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -3784854.500000 Penalty: 5053.821289
	Iteration 37Q: 3 clusters Score -3784854 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -3784957.250000 Penalty: 5053.821289
	Iteration 38Q: 3 clusters Score -3784957 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -3785043.250000 Penalty: 5053.821289
	Iteration 39Q: 3 clusters Score -3785043 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -3785137.000000 Penalty: 5053.821289
	Iteration 40F: 3 clusters Score -3785137 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -3785196.750000 Penalty: 5053.821289
	Iteration 41Q: 3 clusters Score -3785197 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -3785223.750000 Penalty: 5053.821289
	Iteration 42Q: 3 clusters Score -3785224 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3785273.750000 Penalty: 5053.821289
	Iteration 43Q: 3 clusters Score -3785274 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3785310.750000 Penalty: 5053.821289
	Iteration 44Q: 3 clusters Score -3785311 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3785336.250000 Penalty: 5053.821289
	Iteration 45Q: 3 clusters Score -3785336 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3785354.750000 Penalty: 5053.821289
	Iteration 46Q: 3 clusters Score -3785355 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3785378.500000 Penalty: 5053.821289
	Iteration 47Q: 3 clusters Score -3785378 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3785405.000000 Penalty: 5053.821289
	Iteration 48Q: 3 clusters Score -3785405 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3785420.000000 Penalty: 5053.821289
	Iteration 49Q: 3 clusters Score -3785420 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3785432.750000 Penalty: 5053.821289
	Iteration 50Q: 3 clusters Score -3785433 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3785451.750000 Penalty: 5053.821289
	Iteration 51Q: 3 clusters Score -3785452 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3785463.500000 Penalty: 5053.821289
	Iteration 52Q: 3 clusters Score -3785464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3785474.250000 Penalty: 5053.821289
	Iteration 53Q: 3 clusters Score -3785474 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3785477.750000 Penalty: 5053.821289
	Iteration 54Q: 3 clusters Score -3785478 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3785489.500000 Penalty: 5053.821289
	Iteration 55Q: 3 clusters Score -3785490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3785489.250000 Penalty: 5053.821289
	Iteration 56Q: 3 clusters Score -3785489 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3785498.000000 Penalty: 5053.821289
	Iteration 57Q: 3 clusters Score -3785498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3785499.500000 Penalty: 5053.821289
	Iteration 58Q: 3 clusters Score -3785500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3785503.250000 Penalty: 5053.821289
	Iteration 59Q: 3 clusters Score -3785503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3785505.750000 Penalty: 5053.821289
	Iteration 60F: 3 clusters Score -3785506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3785510.000000 Penalty: 5053.821289
	Iteration 61Q: 3 clusters Score -3785510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3785520.750000 Penalty: 5053.821289
	Iteration 62Q: 3 clusters Score -3785521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3785525.250000 Penalty: 5053.821289
	Iteration 63Q: 3 clusters Score -3785525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3785532.000000 Penalty: 5053.821289
	Iteration 64Q: 3 clusters Score -3785532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3785533.000000 Penalty: 5053.821289
	Iteration 65Q: 3 clusters Score -3785533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3785536.000000 Penalty: 5053.821289
	Iteration 66Q: 3 clusters Score -3785536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3785531.500000 Penalty: 5053.821289
	Iteration 67Q: 3 clusters Score -3785532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3785535.000000 Penalty: 5053.821289
	Iteration 68Q: 3 clusters Score -3785535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3785533.750000 Penalty: 5053.821289
	Iteration 69Q: 3 clusters Score -3785534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3785530.250000 Penalty: 5053.821289
	Iteration 70Q: 3 clusters Score -3785530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3785536.500000 Penalty: 5053.821289
	Iteration 71Q: 3 clusters Score -3785536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3785537.250000 Penalty: 5053.821289
	Iteration 72Q: 3 clusters Score -3785537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3785542.000000 Penalty: 5053.821289
	Iteration 73Q: 3 clusters Score -3785542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3785538.000000 Penalty: 5053.821289
	Iteration 74Q: 3 clusters Score -3785538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3785544.750000 Penalty: 5053.821289
	Iteration 75Q: 3 clusters Score -3785545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3785550.000000 Penalty: 5053.821289
	Iteration 76Q: 3 clusters Score -3785550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3785550.500000 Penalty: 5053.821289
	Iteration 77Q: 3 clusters Score -3785550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3785549.000000 Penalty: 5053.821289
	Iteration 78Q: 3 clusters Score -3785549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3785554.250000 Penalty: 5053.821289
	Iteration 79Q: 3 clusters Score -3785554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3785556.000000 Penalty: 5053.821289
	Iteration 80F: 3 clusters Score -3785556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3785557.500000 Penalty: 5053.821289
	Iteration 81Q: 3 clusters Score -3785558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3785555.750000 Penalty: 5053.821289
	Iteration 82Q: 3 clusters Score -3785556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3785557.250000 Penalty: 5053.821289
	Iteration 83Q: 3 clusters Score -3785557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3785558.250000 Penalty: 5053.821289
	Iteration 84Q: 3 clusters Score -3785558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3785560.750000 Penalty: 5053.821289
	Iteration 85Q: 3 clusters Score -3785561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3785561.500000 Penalty: 5053.821289
	Iteration 86Q: 3 clusters Score -3785562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3785560.000000 Penalty: 5053.821289
	Iteration 87Q: 3 clusters Score -3785560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3785559.000000 Penalty: 5053.821289
	Iteration 88Q: 3 clusters Score -3785559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3785559.750000 Penalty: 5053.821289
	Iteration 89Q: 3 clusters Score -3785560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3785559.750000 Penalty: 5053.821289
	Iteration 90F: 3 clusters Score -3785560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (154090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154090 members 
Entering Unmasked Estep 
Score: -21514686.000000 Penalty: 2962.432617
	Iteration 0F: 2 clusters Score -2.151469e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76652 members 
Mstep: Class 2 contains 77438 members 
Entering Unmasked Estep 
Score: -21411942.000000 Penalty: 5924.865234
	Iteration 0F: 3 clusters Score -2.141194e+07 nChanged 73973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71129 members 
Mstep: Class 2 contains 82961 members 
Entering Unmasked Estep 
Score: -21455750.000000 Penalty: 5924.865234
	Iteration 1F: 3 clusters Score -2.145575e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67601 members 
Mstep: Class 2 contains 86489 members 
Entering Unmasked Estep 
Score: -21457174.000000 Penalty: 5924.865234
	Iteration 2Q: 3 clusters Score -2.145717e+07 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62347 members 
Mstep: Class 2 contains 91743 members 
Entering Unmasked Estep 
Score: -21459778.000000 Penalty: 5924.865234
	Iteration 3Q: 3 clusters Score -2.145978e+07 nChanged 8028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54679 members 
Mstep: Class 2 contains 99411 members 
Entering Unmasked Estep 
Score: -21464240.000000 Penalty: 5924.865234
	Iteration 4F: 3 clusters Score -2.146424e+07 nChanged 10569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44266 members 
Mstep: Class 2 contains 109824 members 
Entering Unmasked Estep 
Score: -21472008.000000 Penalty: 5924.865234
	Iteration 5F: 3 clusters Score -2.147201e+07 nChanged 12552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 122312 members 
Entering Unmasked Estep 
Score: -21482966.000000 Penalty: 5924.865234
	Iteration 6F: 3 clusters Score -2.148297e+07 nChanged 12205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 134503 members 
Entering Unmasked Estep 
Score: -21494426.000000 Penalty: 5924.865234
	Iteration 7F: 3 clusters Score -2.149443e+07 nChanged 9237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 143736 members 
Entering Unmasked Estep 
Score: -21503214.000000 Penalty: 5924.865234
	Iteration 8F: 3 clusters Score -2.150321e+07 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 149166 members 
Entering Unmasked Estep 
Score: -21508060.000000 Penalty: 5924.865234
	Iteration 9Q: 3 clusters Score -2.150806e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 151684 members 
Entering Unmasked Estep 
Score: -21510302.000000 Penalty: 5924.865234
	Iteration 10Q: 3 clusters Score -2.15103e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 152777 members 
Entering Unmasked Estep 
Score: -21511210.000000 Penalty: 5924.865234
	Iteration 11Q: 3 clusters Score -2.151121e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 153224 members 
Entering Unmasked Estep 
Score: -21511624.000000 Penalty: 5924.865234
	Iteration 12Q: 3 clusters Score -2.151162e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 153428 members 
Entering Unmasked Estep 
Score: -21511806.000000 Penalty: 5924.865234
	Iteration 13Q: 3 clusters Score -2.151181e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 153509 members 
Entering Unmasked Estep 
Score: -21511862.000000 Penalty: 5924.865234
	Iteration 14Q: 3 clusters Score -2.151186e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 153559 members 
Entering Unmasked Estep 
Score: -21511922.000000 Penalty: 5924.865234
	Iteration 15Q: 3 clusters Score -2.151192e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 153600 members 
Entering Unmasked Estep 
Score: -21511992.000000 Penalty: 5924.865234
	Iteration 16Q: 3 clusters Score -2.151199e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 153625 members 
Entering Unmasked Estep 
Score: -21512006.000000 Penalty: 5924.865234
	Iteration 17Q: 3 clusters Score -2.151201e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 153640 members 
Entering Unmasked Estep 
Score: -21512050.000000 Penalty: 5924.865234
	Iteration 18Q: 3 clusters Score -2.151205e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 153653 members 
Entering Unmasked Estep 
Score: -21512072.000000 Penalty: 5924.865234
	Iteration 19Q: 3 clusters Score -2.151207e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 153663 members 
Entering Unmasked Estep 
Score: -21512088.000000 Penalty: 5924.865234
	Iteration 20F: 3 clusters Score -2.151209e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 153668 members 
Entering Unmasked Estep 
Score: -21512108.000000 Penalty: 5924.865234
	Iteration 21Q: 3 clusters Score -2.151211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 153667 members 
Entering Unmasked Estep 
Score: -21512106.000000 Penalty: 5924.865234
	Iteration 22Q: 3 clusters Score -2.151211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 153668 members 
Entering Unmasked Estep 
Score: -21512096.000000 Penalty: 5924.865234
	Iteration 23Q: 3 clusters Score -2.15121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 153669 members 
Entering Unmasked Estep 
Score: -21512108.000000 Penalty: 5924.865234
	Iteration 24Q: 3 clusters Score -2.151211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 153670 members 
Entering Unmasked Estep 
Score: -21512112.000000 Penalty: 5924.865234
	Iteration 25Q: 3 clusters Score -2.151211e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 153670 members 
Entering Unmasked Estep 
Score: -21512112.000000 Penalty: 5924.865234
	Iteration 26F: 3 clusters Score -2.151211e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -106209.664062 Penalty: 1701.184448
	Iteration 0F: 2 clusters Score -106209.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -104448.671875 Penalty: 3402.368896
	Iteration 0F: 3 clusters Score -104448.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -105202.750000 Penalty: 3402.368896
	Iteration 1F: 3 clusters Score -105202.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -105629.070312 Penalty: 3402.368896
	Iteration 2F: 3 clusters Score -105629.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -106017.226562 Penalty: 3402.368896
	Iteration 3F: 3 clusters Score -106017.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -106530.031250 Penalty: 3402.368896
	Iteration 4F: 3 clusters Score -106530 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -107580.007812 Penalty: 3402.368896
	Iteration 5F: 3 clusters Score -107580 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -107884.312500 Penalty: 3402.368896
	Iteration 6Q: 3 clusters Score -107884.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -107971.781250 Penalty: 3402.368896
	Iteration 7Q: 3 clusters Score -107971.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -107977.929688 Penalty: 3402.368896
	Iteration 8Q: 3 clusters Score -107977.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -107982.585938 Penalty: 3402.368896
	Iteration 9Q: 3 clusters Score -107982.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -107984.132812 Penalty: 3402.368896
	Iteration 10Q: 3 clusters Score -107984.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -107985.531250 Penalty: 3402.368896
	Iteration 11Q: 3 clusters Score -107985.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -107985.531250 Penalty: 3402.368896
	Iteration 12F: 3 clusters Score -107985.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159910 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 8024 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63756 members 
Mstep: Class 6 contains 122443 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2799 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 39293 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 17304 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56184 members 
Mstep: Class 16 contains 173399 members 
Mstep: Class 17 contains 34510 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92077 members 
Mstep: Class 20 contains 26613 members 
Mstep: Class 21 contains 154090 members 
Mstep: Class 22 contains 451 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 502 members 
Entering Unmasked Estep 
Score: -132703224.000000 Penalty: 81993.640625
Splitting cluster 22 changes total score from -132703224.000000 to -132703224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -27544.220703 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -27544.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -26410.308594 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -26410.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -26465.382812 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -26465.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -26491.927734 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -26491.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -26491.927734 Penalty: 2688.585449
	Iteration 3F: 3 clusters Score -26491.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159910 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 8024 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63756 members 
Mstep: Class 6 contains 122443 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2799 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 39293 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 17304 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56184 members 
Mstep: Class 16 contains 173399 members 
Mstep: Class 17 contains 34510 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92077 members 
Mstep: Class 20 contains 26613 members 
Mstep: Class 21 contains 154090 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703216.000000 Penalty: 78577.234375
Iteration 239Q: 24 clusters Score -1.327032e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159885 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 8024 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63754 members 
Mstep: Class 6 contains 122416 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2799 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 39289 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 17298 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56195 members 
Mstep: Class 16 contains 173379 members 
Mstep: Class 17 contains 34528 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92079 members 
Mstep: Class 20 contains 26612 members 
Mstep: Class 21 contains 154143 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703408.000000 Penalty: 78577.234375
Iteration 240F: 24 clusters Score -1.327034e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159843 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 8025 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63749 members 
Mstep: Class 6 contains 122394 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2799 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 39284 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 17296 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56198 members 
Mstep: Class 16 contains 173356 members 
Mstep: Class 17 contains 34546 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92091 members 
Mstep: Class 20 contains 26611 members 
Mstep: Class 21 contains 154210 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703384.000000 Penalty: 78577.234375
Iteration 241Q: 24 clusters Score -1.327034e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159791 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 8027 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63742 members 
Mstep: Class 6 contains 122375 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2799 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39285 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 17297 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56199 members 
Mstep: Class 16 contains 173345 members 
Mstep: Class 17 contains 34553 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92097 members 
Mstep: Class 20 contains 26610 members 
Mstep: Class 21 contains 154280 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703360.000000 Penalty: 78577.234375
Iteration 242Q: 24 clusters Score -1.327034e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159744 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 8027 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63739 members 
Mstep: Class 6 contains 122357 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2799 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39283 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 17299 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56209 members 
Mstep: Class 16 contains 173339 members 
Mstep: Class 17 contains 34565 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92087 members 
Mstep: Class 20 contains 26609 members 
Mstep: Class 21 contains 154343 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703312.000000 Penalty: 78577.234375
Iteration 243Q: 24 clusters Score -1.327033e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159691 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 8025 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63742 members 
Mstep: Class 6 contains 122345 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2799 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39281 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 17301 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56208 members 
Mstep: Class 16 contains 173325 members 
Mstep: Class 17 contains 34581 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92074 members 
Mstep: Class 20 contains 26607 members 
Mstep: Class 21 contains 154421 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703320.000000 Penalty: 78577.234375
Iteration 244Q: 24 clusters Score -1.327033e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159638 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 8027 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63739 members 
Mstep: Class 6 contains 122325 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2799 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39271 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 17303 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56215 members 
Mstep: Class 16 contains 173321 members 
Mstep: Class 17 contains 34591 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92074 members 
Mstep: Class 20 contains 26606 members 
Mstep: Class 21 contains 154491 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703312.000000 Penalty: 78577.234375
Iteration 245Q: 24 clusters Score -1.327033e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159612 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 8026 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63738 members 
Mstep: Class 6 contains 122307 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2800 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39251 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 17304 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56206 members 
Mstep: Class 16 contains 173317 members 
Mstep: Class 17 contains 34595 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92087 members 
Mstep: Class 20 contains 26603 members 
Mstep: Class 21 contains 154554 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703288.000000 Penalty: 78577.234375
Iteration 246Q: 24 clusters Score -1.327033e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159552 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8026 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63732 members 
Mstep: Class 6 contains 122290 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2802 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39244 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 17307 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56217 members 
Mstep: Class 16 contains 173310 members 
Mstep: Class 17 contains 34595 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92088 members 
Mstep: Class 20 contains 26607 members 
Mstep: Class 21 contains 154631 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703416.000000 Penalty: 78577.234375
Iteration 247Q: 24 clusters Score -1.327034e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159496 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8023 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63731 members 
Mstep: Class 6 contains 122275 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2802 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39238 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 17307 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56218 members 
Mstep: Class 16 contains 173303 members 
Mstep: Class 17 contains 34596 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92086 members 
Mstep: Class 20 contains 26608 members 
Mstep: Class 21 contains 154718 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703400.000000 Penalty: 78577.234375
Iteration 248Q: 24 clusters Score -1.327034e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159448 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8020 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63730 members 
Mstep: Class 6 contains 122263 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2802 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 39234 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 17307 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56219 members 
Mstep: Class 16 contains 173287 members 
Mstep: Class 17 contains 34603 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92095 members 
Mstep: Class 20 contains 26613 members 
Mstep: Class 21 contains 154779 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703432.000000 Penalty: 78577.234375
Iteration 249Q: 24 clusters Score -1.327034e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159419 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8021 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63731 members 
Mstep: Class 6 contains 122246 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2802 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 39235 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 17305 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56212 members 
Mstep: Class 16 contains 173276 members 
Mstep: Class 17 contains 34609 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92090 members 
Mstep: Class 20 contains 26612 members 
Mstep: Class 21 contains 154842 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703328.000000 Penalty: 78577.234375
Iteration 250Q: 24 clusters Score -1.327033e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159380 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8021 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63728 members 
Mstep: Class 6 contains 122234 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2802 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 39226 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17305 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56209 members 
Mstep: Class 16 contains 173268 members 
Mstep: Class 17 contains 34613 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92079 members 
Mstep: Class 20 contains 26613 members 
Mstep: Class 21 contains 154922 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703280.000000 Penalty: 78577.234375
Iteration 251Q: 24 clusters Score -1.327033e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159385 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8019 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63723 members 
Mstep: Class 6 contains 122214 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2802 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 39221 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17305 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56202 members 
Mstep: Class 16 contains 173270 members 
Mstep: Class 17 contains 34617 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92038 members 
Mstep: Class 20 contains 26616 members 
Mstep: Class 21 contains 154988 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703384.000000 Penalty: 78577.234375
Iteration 252Q: 24 clusters Score -1.327034e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159369 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8018 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63723 members 
Mstep: Class 6 contains 122180 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2802 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 39220 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17306 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56200 members 
Mstep: Class 16 contains 173285 members 
Mstep: Class 17 contains 34607 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92015 members 
Mstep: Class 20 contains 26617 members 
Mstep: Class 21 contains 155058 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703496.000000 Penalty: 78577.234375
Iteration 253Q: 24 clusters Score -1.327035e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159323 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8017 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63724 members 
Mstep: Class 6 contains 122163 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2802 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 39222 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17303 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56206 members 
Mstep: Class 16 contains 173284 members 
Mstep: Class 17 contains 34601 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91998 members 
Mstep: Class 20 contains 26615 members 
Mstep: Class 21 contains 155142 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703464.000000 Penalty: 78577.234375
Iteration 254Q: 24 clusters Score -1.327035e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159290 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8018 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63720 members 
Mstep: Class 6 contains 122141 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2802 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 39222 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17301 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56222 members 
Mstep: Class 16 contains 173274 members 
Mstep: Class 17 contains 34602 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91975 members 
Mstep: Class 20 contains 26614 members 
Mstep: Class 21 contains 155219 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703672.000000 Penalty: 78577.234375
Iteration 255Q: 24 clusters Score -1.327037e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159276 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8016 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63718 members 
Mstep: Class 6 contains 122125 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2802 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 39222 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17300 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56232 members 
Mstep: Class 16 contains 173271 members 
Mstep: Class 17 contains 34605 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91937 members 
Mstep: Class 20 contains 26610 members 
Mstep: Class 21 contains 155287 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703664.000000 Penalty: 78577.234375
Iteration 256Q: 24 clusters Score -1.327037e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159250 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8016 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63716 members 
Mstep: Class 6 contains 122116 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2802 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 39213 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17299 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56238 members 
Mstep: Class 16 contains 173261 members 
Mstep: Class 17 contains 34606 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91914 members 
Mstep: Class 20 contains 26611 members 
Mstep: Class 21 contains 155359 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703592.000000 Penalty: 78577.234375
Iteration 257Q: 24 clusters Score -1.327036e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159208 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8016 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63720 members 
Mstep: Class 6 contains 122102 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2802 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 39205 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17299 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56252 members 
Mstep: Class 16 contains 173253 members 
Mstep: Class 17 contains 34609 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91900 members 
Mstep: Class 20 contains 26618 members 
Mstep: Class 21 contains 155417 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703544.000000 Penalty: 78577.234375
Iteration 258Q: 24 clusters Score -1.327035e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159175 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8016 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63725 members 
Mstep: Class 6 contains 122090 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2803 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39203 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 17299 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56257 members 
Mstep: Class 16 contains 173250 members 
Mstep: Class 17 contains 34609 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91883 members 
Mstep: Class 20 contains 26623 members 
Mstep: Class 21 contains 155470 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703536.000000 Penalty: 78577.234375
Iteration 259Q: 24 clusters Score -1.327035e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159135 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8014 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63732 members 
Mstep: Class 6 contains 122084 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2803 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 39202 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 17300 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56256 members 
Mstep: Class 16 contains 173245 members 
Mstep: Class 17 contains 34614 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91878 members 
Mstep: Class 20 contains 26624 members 
Mstep: Class 21 contains 155515 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703472.000000 Penalty: 78577.234375
Iteration 260F: 24 clusters Score -1.327035e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159061 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8015 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63729 members 
Mstep: Class 6 contains 122070 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2803 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 39204 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 17302 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56260 members 
Mstep: Class 16 contains 173236 members 
Mstep: Class 17 contains 34621 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91898 members 
Mstep: Class 20 contains 26630 members 
Mstep: Class 21 contains 155572 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703632.000000 Penalty: 78577.234375
Iteration 261Q: 24 clusters Score -1.327036e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 159008 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8015 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63725 members 
Mstep: Class 6 contains 122056 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2803 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 39207 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 17300 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56258 members 
Mstep: Class 16 contains 173234 members 
Mstep: Class 17 contains 34633 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91911 members 
Mstep: Class 20 contains 26626 members 
Mstep: Class 21 contains 155625 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703704.000000 Penalty: 78577.234375
Iteration 262Q: 24 clusters Score -1.327037e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 158957 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8013 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63720 members 
Mstep: Class 6 contains 122039 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2803 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 39212 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 17296 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56260 members 
Mstep: Class 16 contains 173229 members 
Mstep: Class 17 contains 34631 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91917 members 
Mstep: Class 20 contains 26627 members 
Mstep: Class 21 contains 155697 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703672.000000 Penalty: 78577.234375
Iteration 263Q: 24 clusters Score -1.327037e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 158916 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8014 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63720 members 
Mstep: Class 6 contains 122022 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2803 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 39214 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 17296 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56248 members 
Mstep: Class 16 contains 173235 members 
Mstep: Class 17 contains 34626 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91915 members 
Mstep: Class 20 contains 26631 members 
Mstep: Class 21 contains 155761 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703640.000000 Penalty: 78577.234375
Iteration 264Q: 24 clusters Score -1.327036e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 158841 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8014 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63715 members 
Mstep: Class 6 contains 121997 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2804 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 39222 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 17295 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56247 members 
Mstep: Class 16 contains 173233 members 
Mstep: Class 17 contains 34633 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91940 members 
Mstep: Class 20 contains 26632 members 
Mstep: Class 21 contains 155829 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703624.000000 Penalty: 78577.234375
Iteration 265Q: 24 clusters Score -1.327036e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 158774 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8013 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63714 members 
Mstep: Class 6 contains 121977 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2804 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 39229 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 17292 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56241 members 
Mstep: Class 16 contains 173229 members 
Mstep: Class 17 contains 34636 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91957 members 
Mstep: Class 20 contains 26635 members 
Mstep: Class 21 contains 155901 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703640.000000 Penalty: 78577.234375
Iteration 266Q: 24 clusters Score -1.327036e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 158720 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8013 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63711 members 
Mstep: Class 6 contains 121953 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2804 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 39235 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 17289 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56236 members 
Mstep: Class 16 contains 173225 members 
Mstep: Class 17 contains 34635 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91972 members 
Mstep: Class 20 contains 26641 members 
Mstep: Class 21 contains 155968 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703672.000000 Penalty: 78577.234375
Iteration 267Q: 24 clusters Score -1.327037e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 158664 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8013 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63711 members 
Mstep: Class 6 contains 121937 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2804 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 39240 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 17289 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56235 members 
Mstep: Class 16 contains 173222 members 
Mstep: Class 17 contains 34638 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91974 members 
Mstep: Class 20 contains 26637 members 
Mstep: Class 21 contains 156038 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703576.000000 Penalty: 78577.234375
Iteration 268Q: 24 clusters Score -1.327036e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 158629 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8014 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63710 members 
Mstep: Class 6 contains 121923 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2804 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 39241 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 17286 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56231 members 
Mstep: Class 16 contains 173210 members 
Mstep: Class 17 contains 34637 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91989 members 
Mstep: Class 20 contains 26630 members 
Mstep: Class 21 contains 156098 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703688.000000 Penalty: 78577.234375
Iteration 269Q: 24 clusters Score -1.327037e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 158593 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8012 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63706 members 
Mstep: Class 6 contains 121912 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2804 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 39245 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 17281 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56229 members 
Mstep: Class 16 contains 173193 members 
Mstep: Class 17 contains 34629 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92013 members 
Mstep: Class 20 contains 26622 members 
Mstep: Class 21 contains 156163 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703576.000000 Penalty: 78577.234375
Iteration 270Q: 24 clusters Score -1.327036e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 158525 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8011 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63703 members 
Mstep: Class 6 contains 121909 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2804 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39251 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 17273 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56233 members 
Mstep: Class 16 contains 173190 members 
Mstep: Class 17 contains 34630 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92019 members 
Mstep: Class 20 contains 26620 members 
Mstep: Class 21 contains 156235 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703496.000000 Penalty: 78577.234375
Iteration 271Q: 24 clusters Score -1.327035e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 158441 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8010 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63695 members 
Mstep: Class 6 contains 121890 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2804 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39253 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17270 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56232 members 
Mstep: Class 16 contains 173200 members 
Mstep: Class 17 contains 34629 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92042 members 
Mstep: Class 20 contains 26617 members 
Mstep: Class 21 contains 156319 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703512.000000 Penalty: 78577.234375
Iteration 272Q: 24 clusters Score -1.327035e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 158376 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8007 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63686 members 
Mstep: Class 6 contains 121877 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2804 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39264 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17265 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56228 members 
Mstep: Class 16 contains 173191 members 
Mstep: Class 17 contains 34630 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92059 members 
Mstep: Class 20 contains 26618 members 
Mstep: Class 21 contains 156397 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703648.000000 Penalty: 78577.234375
Iteration 273Q: 24 clusters Score -1.327036e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 158314 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8010 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63686 members 
Mstep: Class 6 contains 121857 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2804 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39282 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17262 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56223 members 
Mstep: Class 16 contains 173186 members 
Mstep: Class 17 contains 34627 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92057 members 
Mstep: Class 20 contains 26619 members 
Mstep: Class 21 contains 156475 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703688.000000 Penalty: 78577.234375
Iteration 274Q: 24 clusters Score -1.327037e+08 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 158277 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8011 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63684 members 
Mstep: Class 6 contains 121843 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2804 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39299 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17264 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56214 members 
Mstep: Class 16 contains 173166 members 
Mstep: Class 17 contains 34630 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92047 members 
Mstep: Class 20 contains 26622 members 
Mstep: Class 21 contains 156541 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703688.000000 Penalty: 78577.234375
Iteration 275Q: 24 clusters Score -1.327037e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 158272 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8012 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63688 members 
Mstep: Class 6 contains 121829 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2804 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 39320 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17265 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56199 members 
Mstep: Class 16 contains 173145 members 
Mstep: Class 17 contains 34627 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92047 members 
Mstep: Class 20 contains 26625 members 
Mstep: Class 21 contains 156570 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703872.000000 Penalty: 78577.234375
Iteration 276Q: 24 clusters Score -1.327039e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 158235 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8011 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63694 members 
Mstep: Class 6 contains 121803 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2804 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 39341 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17269 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56186 members 
Mstep: Class 16 contains 173121 members 
Mstep: Class 17 contains 34623 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92047 members 
Mstep: Class 20 contains 26629 members 
Mstep: Class 21 contains 156638 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703952.000000 Penalty: 78577.234375
Iteration 277Q: 24 clusters Score -1.32704e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 158220 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8009 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63702 members 
Mstep: Class 6 contains 121770 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2805 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 39361 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17266 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56164 members 
Mstep: Class 16 contains 173089 members 
Mstep: Class 17 contains 34618 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92055 members 
Mstep: Class 20 contains 26631 members 
Mstep: Class 21 contains 156710 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704128.000000 Penalty: 78577.234375
Iteration 278Q: 24 clusters Score -1.327041e+08 nChanged 547
Entering ConstructFrom: 
Score: -132704128.000000 Penalty: 78577.234375
Entering ConstructFrom: 
Trying to split cluster 1 (158199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158199 members 
Entering Unmasked Estep 
Score: -22086380.000000 Penalty: 2968.958984
	Iteration 0F: 2 clusters Score -2.208638e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79246 members 
Mstep: Class 2 contains 78953 members 
Entering Unmasked Estep 
Score: -21981456.000000 Penalty: 5937.917969
	Iteration 0F: 3 clusters Score -2.198146e+07 nChanged 75532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81676 members 
Mstep: Class 2 contains 76523 members 
Entering Unmasked Estep 
Score: -22025854.000000 Penalty: 5937.917969
	Iteration 1F: 3 clusters Score -2.202585e+07 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82922 members 
Mstep: Class 2 contains 75277 members 
Entering Unmasked Estep 
Score: -22026808.000000 Penalty: 5937.917969
	Iteration 2Q: 3 clusters Score -2.202681e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84720 members 
Mstep: Class 2 contains 73479 members 
Entering Unmasked Estep 
Score: -22028224.000000 Penalty: 5937.917969
	Iteration 3Q: 3 clusters Score -2.202822e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87326 members 
Mstep: Class 2 contains 70873 members 
Entering Unmasked Estep 
Score: -22030546.000000 Penalty: 5937.917969
	Iteration 4Q: 3 clusters Score -2.203055e+07 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90829 members 
Mstep: Class 2 contains 67370 members 
Entering Unmasked Estep 
Score: -22033934.000000 Penalty: 5937.917969
	Iteration 5Q: 3 clusters Score -2.203393e+07 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95289 members 
Mstep: Class 2 contains 62910 members 
Entering Unmasked Estep 
Score: -22038668.000000 Penalty: 5937.917969
	Iteration 6Q: 3 clusters Score -2.203867e+07 nChanged 8845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100204 members 
Mstep: Class 2 contains 57995 members 
Entering Unmasked Estep 
Score: -22045174.000000 Penalty: 5937.917969
	Iteration 7F: 3 clusters Score -2.204517e+07 nChanged 9726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104786 members 
Mstep: Class 2 contains 53413 members 
Entering Unmasked Estep 
Score: -22052518.000000 Penalty: 5937.917969
	Iteration 8F: 3 clusters Score -2.205252e+07 nChanged 9598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108168 members 
Mstep: Class 2 contains 50031 members 
Entering Unmasked Estep 
Score: -22059406.000000 Penalty: 5937.917969
	Iteration 9F: 3 clusters Score -2.205941e+07 nChanged 8125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110317 members 
Mstep: Class 2 contains 47882 members 
Entering Unmasked Estep 
Score: -22063798.000000 Penalty: 5937.917969
	Iteration 10F: 3 clusters Score -2.20638e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111870 members 
Mstep: Class 2 contains 46329 members 
Entering Unmasked Estep 
Score: -22066076.000000 Penalty: 5937.917969
	Iteration 11Q: 3 clusters Score -2.206608e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113292 members 
Mstep: Class 2 contains 44907 members 
Entering Unmasked Estep 
Score: -22067054.000000 Penalty: 5937.917969
	Iteration 12Q: 3 clusters Score -2.206705e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114723 members 
Mstep: Class 2 contains 43476 members 
Entering Unmasked Estep 
Score: -22067678.000000 Penalty: 5937.917969
	Iteration 13Q: 3 clusters Score -2.206768e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116168 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
Score: -22068066.000000 Penalty: 5937.917969
	Iteration 14Q: 3 clusters Score -2.206807e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117677 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -22068336.000000 Penalty: 5937.917969
	Iteration 15Q: 3 clusters Score -2.206834e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119256 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -22068722.000000 Penalty: 5937.917969
	Iteration 16Q: 3 clusters Score -2.206872e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120891 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -22069084.000000 Penalty: 5937.917969
	Iteration 17Q: 3 clusters Score -2.206908e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122574 members 
Mstep: Class 2 contains 35625 members 
Entering Unmasked Estep 
Score: -22069468.000000 Penalty: 5937.917969
	Iteration 18Q: 3 clusters Score -2.206947e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124286 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -22069970.000000 Penalty: 5937.917969
	Iteration 19Q: 3 clusters Score -2.206997e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126037 members 
Mstep: Class 2 contains 32162 members 
Entering Unmasked Estep 
Score: -22070500.000000 Penalty: 5937.917969
	Iteration 20F: 3 clusters Score -2.20705e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127858 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -22071026.000000 Penalty: 5937.917969
	Iteration 21Q: 3 clusters Score -2.207103e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129700 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -22071506.000000 Penalty: 5937.917969
	Iteration 22Q: 3 clusters Score -2.207151e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131679 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -22072250.000000 Penalty: 5937.917969
	Iteration 23Q: 3 clusters Score -2.207225e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133732 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -22072958.000000 Penalty: 5937.917969
	Iteration 24Q: 3 clusters Score -2.207296e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135769 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -22073722.000000 Penalty: 5937.917969
	Iteration 25Q: 3 clusters Score -2.207372e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137784 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -22074580.000000 Penalty: 5937.917969
	Iteration 26Q: 3 clusters Score -2.207458e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139755 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -22075376.000000 Penalty: 5937.917969
	Iteration 27Q: 3 clusters Score -2.207538e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141786 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -22076272.000000 Penalty: 5937.917969
	Iteration 28Q: 3 clusters Score -2.207627e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143684 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -22077138.000000 Penalty: 5937.917969
	Iteration 29Q: 3 clusters Score -2.207714e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145533 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -22077854.000000 Penalty: 5937.917969
	Iteration 30Q: 3 clusters Score -2.207785e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147271 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -22078746.000000 Penalty: 5937.917969
	Iteration 31Q: 3 clusters Score -2.207875e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148866 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -22079646.000000 Penalty: 5937.917969
	Iteration 32Q: 3 clusters Score -2.207965e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150270 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -22080428.000000 Penalty: 5937.917969
	Iteration 33Q: 3 clusters Score -2.208043e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151526 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -22080978.000000 Penalty: 5937.917969
	Iteration 34Q: 3 clusters Score -2.208098e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152568 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -22081610.000000 Penalty: 5937.917969
	Iteration 35Q: 3 clusters Score -2.208161e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153484 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -22082114.000000 Penalty: 5937.917969
	Iteration 36Q: 3 clusters Score -2.208211e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154211 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -22082498.000000 Penalty: 5937.917969
	Iteration 37Q: 3 clusters Score -2.20825e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154817 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -22082936.000000 Penalty: 5937.917969
	Iteration 38Q: 3 clusters Score -2.208294e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155334 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -22083228.000000 Penalty: 5937.917969
	Iteration 39Q: 3 clusters Score -2.208323e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155717 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -22083386.000000 Penalty: 5937.917969
	Iteration 40F: 3 clusters Score -2.208339e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156001 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -22083524.000000 Penalty: 5937.917969
	Iteration 41Q: 3 clusters Score -2.208352e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156214 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -22083626.000000 Penalty: 5937.917969
	Iteration 42Q: 3 clusters Score -2.208363e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156378 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -22083690.000000 Penalty: 5937.917969
	Iteration 43Q: 3 clusters Score -2.208369e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156516 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -22083744.000000 Penalty: 5937.917969
	Iteration 44Q: 3 clusters Score -2.208374e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156616 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -22083806.000000 Penalty: 5937.917969
	Iteration 45Q: 3 clusters Score -2.208381e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156682 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -22083854.000000 Penalty: 5937.917969
	Iteration 46Q: 3 clusters Score -2.208385e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156745 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -22083864.000000 Penalty: 5937.917969
	Iteration 47Q: 3 clusters Score -2.208386e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156805 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -22083922.000000 Penalty: 5937.917969
	Iteration 48Q: 3 clusters Score -2.208392e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156846 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -22083924.000000 Penalty: 5937.917969
	Iteration 49Q: 3 clusters Score -2.208392e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156872 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -22083924.000000 Penalty: 5937.917969
	Iteration 50Q: 3 clusters Score -2.208392e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156894 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -22083934.000000 Penalty: 5937.917969
	Iteration 51Q: 3 clusters Score -2.208393e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156907 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -22083924.000000 Penalty: 5937.917969
	Iteration 52Q: 3 clusters Score -2.208392e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156919 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -22083932.000000 Penalty: 5937.917969
	Iteration 53Q: 3 clusters Score -2.208393e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156936 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -22083972.000000 Penalty: 5937.917969
	Iteration 54Q: 3 clusters Score -2.208397e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156947 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -22083954.000000 Penalty: 5937.917969
	Iteration 55Q: 3 clusters Score -2.208395e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156957 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -22083970.000000 Penalty: 5937.917969
	Iteration 56Q: 3 clusters Score -2.208397e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156962 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -22083970.000000 Penalty: 5937.917969
	Iteration 57Q: 3 clusters Score -2.208397e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156964 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -22083974.000000 Penalty: 5937.917969
	Iteration 58Q: 3 clusters Score -2.208397e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156968 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -22083970.000000 Penalty: 5937.917969
	Iteration 59Q: 3 clusters Score -2.208397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156971 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -22083966.000000 Penalty: 5937.917969
	Iteration 60F: 3 clusters Score -2.208397e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156975 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -22083974.000000 Penalty: 5937.917969
	Iteration 61Q: 3 clusters Score -2.208397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156976 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -22083970.000000 Penalty: 5937.917969
	Iteration 62Q: 3 clusters Score -2.208397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156977 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -22083984.000000 Penalty: 5937.917969
	Iteration 63Q: 3 clusters Score -2.208398e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156977 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -22083984.000000 Penalty: 5937.917969
	Iteration 64F: 3 clusters Score -2.208398e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Entering Unmasked Estep 
Score: -83238.546875 Penalty: 1611.573975
	Iteration 0F: 2 clusters Score -83238.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -81662.250000 Penalty: 3223.147949
	Iteration 0F: 3 clusters Score -81662.25 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -82036.234375 Penalty: 3223.147949
	Iteration 1F: 3 clusters Score -82036.23 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -82248.000000 Penalty: 3223.147949
	Iteration 2F: 3 clusters Score -82248 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -82377.757812 Penalty: 3223.147949
	Iteration 3F: 3 clusters Score -82377.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -82431.789062 Penalty: 3223.147949
	Iteration 4Q: 3 clusters Score -82431.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -82461.781250 Penalty: 3223.147949
	Iteration 5Q: 3 clusters Score -82461.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -82479.742188 Penalty: 3223.147949
	Iteration 6Q: 3 clusters Score -82479.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -82502.328125 Penalty: 3223.147949
	Iteration 7Q: 3 clusters Score -82502.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -82534.718750 Penalty: 3223.147949
	Iteration 8Q: 3 clusters Score -82534.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -82554.367188 Penalty: 3223.147949
	Iteration 9Q: 3 clusters Score -82554.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -82564.773438 Penalty: 3223.147949
	Iteration 10Q: 3 clusters Score -82564.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -82602.757812 Penalty: 3223.147949
	Iteration 11Q: 3 clusters Score -82602.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -82624.679688 Penalty: 3223.147949
	Iteration 12Q: 3 clusters Score -82624.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -82656.750000 Penalty: 3223.147949
	Iteration 13Q: 3 clusters Score -82656.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -82687.507812 Penalty: 3223.147949
	Iteration 14Q: 3 clusters Score -82687.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -82710.921875 Penalty: 3223.147949
	Iteration 15Q: 3 clusters Score -82710.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -82724.648438 Penalty: 3223.147949
	Iteration 16Q: 3 clusters Score -82724.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -82742.812500 Penalty: 3223.147949
	Iteration 17Q: 3 clusters Score -82742.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -82772.578125 Penalty: 3223.147949
	Iteration 18Q: 3 clusters Score -82772.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -82797.156250 Penalty: 3223.147949
	Iteration 19Q: 3 clusters Score -82797.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -82826.750000 Penalty: 3223.147949
	Iteration 20F: 3 clusters Score -82826.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -82849.648438 Penalty: 3223.147949
	Iteration 21Q: 3 clusters Score -82849.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -82896.703125 Penalty: 3223.147949
	Iteration 22Q: 3 clusters Score -82896.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -82949.210938 Penalty: 3223.147949
	Iteration 23Q: 3 clusters Score -82949.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -83002.851562 Penalty: 3223.147949
	Iteration 24Q: 3 clusters Score -83002.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -83041.953125 Penalty: 3223.147949
	Iteration 25Q: 3 clusters Score -83041.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -83072.039062 Penalty: 3223.147949
	Iteration 26Q: 3 clusters Score -83072.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -83124.843750 Penalty: 3223.147949
	Iteration 27Q: 3 clusters Score -83124.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -83145.171875 Penalty: 3223.147949
	Iteration 28Q: 3 clusters Score -83145.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -83169.523438 Penalty: 3223.147949
	Iteration 29Q: 3 clusters Score -83169.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -83190.539062 Penalty: 3223.147949
	Iteration 30Q: 3 clusters Score -83190.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -83199.921875 Penalty: 3223.147949
	Iteration 31Q: 3 clusters Score -83199.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -83207.109375 Penalty: 3223.147949
	Iteration 32Q: 3 clusters Score -83207.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -83209.562500 Penalty: 3223.147949
	Iteration 33Q: 3 clusters Score -83209.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -83218.414062 Penalty: 3223.147949
	Iteration 34F: 3 clusters Score -83218.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -83235.039062 Penalty: 3223.147949
	Iteration 35Q: 3 clusters Score -83235.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -83238.578125 Penalty: 3223.147949
	Iteration 36Q: 3 clusters Score -83238.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -83238.578125 Penalty: 3223.147949
	Iteration 37F: 3 clusters Score -83238.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 158199 members 
Mstep: Class 2 contains 312 members 
Mstep: Class 3 contains 8012 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63711 members 
Mstep: Class 6 contains 121735 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2805 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 39379 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17264 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56148 members 
Mstep: Class 16 contains 173060 members 
Mstep: Class 17 contains 34611 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92058 members 
Mstep: Class 20 contains 26633 members 
Mstep: Class 21 contains 156785 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 352 members 
Entering Unmasked Estep 
Score: -132702272.000000 Penalty: 81993.640625
Splitting cluster 2 changes total score from -132704128.000000 to -132702272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (8012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Entering Unmasked Estep 
Score: -1082768.500000 Penalty: 2229.196533
	Iteration 0F: 2 clusters Score -1082768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1076353.000000 Penalty: 4458.393066
	Iteration 0F: 3 clusters Score -1076353 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1078178.750000 Penalty: 4458.393066
	Iteration 1F: 3 clusters Score -1078179 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1078513.375000 Penalty: 4458.393066
	Iteration 2F: 3 clusters Score -1078513 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1078794.125000 Penalty: 4458.393066
	Iteration 3F: 3 clusters Score -1078794 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1079031.625000 Penalty: 4458.393066
	Iteration 4Q: 3 clusters Score -1079032 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1079240.500000 Penalty: 4458.393066
	Iteration 5Q: 3 clusters Score -1079240 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1079436.250000 Penalty: 4458.393066
	Iteration 6Q: 3 clusters Score -1079436 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1079630.375000 Penalty: 4458.393066
	Iteration 7Q: 3 clusters Score -1079630 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1079843.375000 Penalty: 4458.393066
	Iteration 8Q: 3 clusters Score -1079843 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1080048.000000 Penalty: 4458.393066
	Iteration 9Q: 3 clusters Score -1080048 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1080303.625000 Penalty: 4458.393066
	Iteration 10Q: 3 clusters Score -1080304 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1080611.125000 Penalty: 4458.393066
	Iteration 11Q: 3 clusters Score -1080611 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1080930.375000 Penalty: 4458.393066
	Iteration 12Q: 3 clusters Score -1080930 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1081203.750000 Penalty: 4458.393066
	Iteration 13Q: 3 clusters Score -1081204 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1081441.125000 Penalty: 4458.393066
	Iteration 14Q: 3 clusters Score -1081441 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1081632.250000 Penalty: 4458.393066
	Iteration 15Q: 3 clusters Score -1081632 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1081784.500000 Penalty: 4458.393066
	Iteration 16Q: 3 clusters Score -1081784 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1081913.750000 Penalty: 4458.393066
	Iteration 17Q: 3 clusters Score -1081914 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1082056.750000 Penalty: 4458.393066
	Iteration 18Q: 3 clusters Score -1082057 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1082169.125000 Penalty: 4458.393066
	Iteration 19Q: 3 clusters Score -1082169 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1082292.000000 Penalty: 4458.393066
	Iteration 20F: 3 clusters Score -1082292 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1082356.875000 Penalty: 4458.393066
	Iteration 21Q: 3 clusters Score -1082357 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1082393.375000 Penalty: 4458.393066
	Iteration 22Q: 3 clusters Score -1082393 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1082417.000000 Penalty: 4458.393066
	Iteration 23Q: 3 clusters Score -1082417 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1082435.750000 Penalty: 4458.393066
	Iteration 24Q: 3 clusters Score -1082436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1082450.125000 Penalty: 4458.393066
	Iteration 25Q: 3 clusters Score -1082450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1082457.375000 Penalty: 4458.393066
	Iteration 26Q: 3 clusters Score -1082457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1082461.875000 Penalty: 4458.393066
	Iteration 27Q: 3 clusters Score -1082462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1082463.875000 Penalty: 4458.393066
	Iteration 28Q: 3 clusters Score -1082464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1082464.250000 Penalty: 4458.393066
	Iteration 29Q: 3 clusters Score -1082464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1082464.000000 Penalty: 4458.393066
	Iteration 30Q: 3 clusters Score -1082464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1082466.625000 Penalty: 4458.393066
	Iteration 31Q: 3 clusters Score -1082467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1082466.375000 Penalty: 4458.393066
	Iteration 32Q: 3 clusters Score -1082466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1082469.000000 Penalty: 4458.393066
	Iteration 33Q: 3 clusters Score -1082469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1082469.000000 Penalty: 4458.393066
	Iteration 34F: 3 clusters Score -1082469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -80229.398438 Penalty: 1586.024902
	Iteration 0F: 2 clusters Score -80229.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -78639.078125 Penalty: 3172.049805
	Iteration 0F: 3 clusters Score -78639.08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -78831.906250 Penalty: 3172.049805
	Iteration 1F: 3 clusters Score -78831.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -78912.757812 Penalty: 3172.049805
	Iteration 2F: 3 clusters Score -78912.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -78944.882812 Penalty: 3172.049805
	Iteration 3Q: 3 clusters Score -78944.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -78964.078125 Penalty: 3172.049805
	Iteration 4Q: 3 clusters Score -78964.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -78967.382812 Penalty: 3172.049805
	Iteration 5Q: 3 clusters Score -78967.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -78967.382812 Penalty: 3172.049805
	Iteration 6F: 3 clusters Score -78967.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (63711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63711 members 
Entering Unmasked Estep 
Score: -8975292.000000 Penalty: 2743.404053
	Iteration 0F: 2 clusters Score -8975292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -8932696.000000 Penalty: 5486.808105
	Iteration 0F: 3 clusters Score -8932696 nChanged 29666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -8949152.000000 Penalty: 5486.808105
	Iteration 1F: 3 clusters Score -8949152 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -8949821.000000 Penalty: 5486.808105
	Iteration 2Q: 3 clusters Score -8949821 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36551 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -8950531.000000 Penalty: 5486.808105
	Iteration 3Q: 3 clusters Score -8950531 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -8951727.000000 Penalty: 5486.808105
	Iteration 4Q: 3 clusters Score -8951727 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42464 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -8953855.000000 Penalty: 5486.808105
	Iteration 5F: 3 clusters Score -8953855 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47135 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -8957343.000000 Penalty: 5486.808105
	Iteration 6F: 3 clusters Score -8957343 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52626 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -8962235.000000 Penalty: 5486.808105
	Iteration 7F: 3 clusters Score -8962235 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57777 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -8967438.000000 Penalty: 5486.808105
	Iteration 8F: 3 clusters Score -8967438 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61055 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -8970699.000000 Penalty: 5486.808105
	Iteration 9F: 3 clusters Score -8970699 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62550 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -8972161.000000 Penalty: 5486.808105
	Iteration 10Q: 3 clusters Score -8972161 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63067 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -8972677.000000 Penalty: 5486.808105
	Iteration 11Q: 3 clusters Score -8972677 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63233 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8972877.000000 Penalty: 5486.808105
	Iteration 12Q: 3 clusters Score -8972877 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63282 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -8972967.000000 Penalty: 5486.808105
	Iteration 13Q: 3 clusters Score -8972967 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63302 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -8973037.000000 Penalty: 5486.808105
	Iteration 14Q: 3 clusters Score -8973037 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63318 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -8973046.000000 Penalty: 5486.808105
	Iteration 15Q: 3 clusters Score -8973046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63331 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -8973073.000000 Penalty: 5486.808105
	Iteration 16Q: 3 clusters Score -8973073 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63340 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8973081.000000 Penalty: 5486.808105
	Iteration 17Q: 3 clusters Score -8973081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63341 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -8973081.000000 Penalty: 5486.808105
	Iteration 18Q: 3 clusters Score -8973081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63346 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8973091.000000 Penalty: 5486.808105
	Iteration 19Q: 3 clusters Score -8973091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63347 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8973091.000000 Penalty: 5486.808105
	Iteration 20F: 3 clusters Score -8973091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63347 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8973093.000000 Penalty: 5486.808105
	Iteration 21Q: 3 clusters Score -8973093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63347 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8973093.000000 Penalty: 5486.808105
	Iteration 22F: 3 clusters Score -8973093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (121735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121735 members 
Entering Unmasked Estep 
Score: -17238646.000000 Penalty: 2903.981201
	Iteration 0F: 2 clusters Score -1.723865e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60542 members 
Mstep: Class 2 contains 61193 members 
Entering Unmasked Estep 
Score: -17160604.000000 Penalty: 5807.962402
	Iteration 0F: 3 clusters Score -1.71606e+07 nChanged 57723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58327 members 
Mstep: Class 2 contains 63408 members 
Entering Unmasked Estep 
Score: -17194214.000000 Penalty: 5807.962402
	Iteration 1F: 3 clusters Score -1.719421e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56799 members 
Mstep: Class 2 contains 64936 members 
Entering Unmasked Estep 
Score: -17195530.000000 Penalty: 5807.962402
	Iteration 2Q: 3 clusters Score -1.719553e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54723 members 
Mstep: Class 2 contains 67012 members 
Entering Unmasked Estep 
Score: -17197204.000000 Penalty: 5807.962402
	Iteration 3Q: 3 clusters Score -1.71972e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51712 members 
Mstep: Class 2 contains 70023 members 
Entering Unmasked Estep 
Score: -17199340.000000 Penalty: 5807.962402
	Iteration 4Q: 3 clusters Score -1.719934e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 74045 members 
Entering Unmasked Estep 
Score: -17201968.000000 Penalty: 5807.962402
	Iteration 5Q: 3 clusters Score -1.720197e+07 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42372 members 
Mstep: Class 2 contains 79363 members 
Entering Unmasked Estep 
Score: -17205628.000000 Penalty: 5807.962402
	Iteration 6Q: 3 clusters Score -1.720563e+07 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 86155 members 
Entering Unmasked Estep 
Score: -17210470.000000 Penalty: 5807.962402
	Iteration 7F: 3 clusters Score -1.721047e+07 nChanged 8022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 94045 members 
Entering Unmasked Estep 
Score: -17216130.000000 Penalty: 5807.962402
	Iteration 8F: 3 clusters Score -1.721613e+07 nChanged 7829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 101830 members 
Entering Unmasked Estep 
Score: -17221702.000000 Penalty: 5807.962402
	Iteration 9F: 3 clusters Score -1.72217e+07 nChanged 6757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 108569 members 
Entering Unmasked Estep 
Score: -17226428.000000 Penalty: 5807.962402
	Iteration 10F: 3 clusters Score -1.722643e+07 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 113608 members 
Entering Unmasked Estep 
Score: -17230184.000000 Penalty: 5807.962402
	Iteration 11Q: 3 clusters Score -1.723018e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 116884 members 
Entering Unmasked Estep 
Score: -17232514.000000 Penalty: 5807.962402
	Iteration 12Q: 3 clusters Score -1.723251e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 118781 members 
Entering Unmasked Estep 
Score: -17233956.000000 Penalty: 5807.962402
	Iteration 13Q: 3 clusters Score -1.723396e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 119857 members 
Entering Unmasked Estep 
Score: -17234760.000000 Penalty: 5807.962402
	Iteration 14Q: 3 clusters Score -1.723476e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 120435 members 
Entering Unmasked Estep 
Score: -17235180.000000 Penalty: 5807.962402
	Iteration 15Q: 3 clusters Score -1.723518e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 120759 members 
Entering Unmasked Estep 
Score: -17235470.000000 Penalty: 5807.962402
	Iteration 16Q: 3 clusters Score -1.723547e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 120937 members 
Entering Unmasked Estep 
Score: -17235662.000000 Penalty: 5807.962402
	Iteration 17Q: 3 clusters Score -1.723566e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 121030 members 
Entering Unmasked Estep 
Score: -17235798.000000 Penalty: 5807.962402
	Iteration 18Q: 3 clusters Score -1.72358e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 121090 members 
Entering Unmasked Estep 
Score: -17235846.000000 Penalty: 5807.962402
	Iteration 19Q: 3 clusters Score -1.723585e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 121131 members 
Entering Unmasked Estep 
Score: -17235886.000000 Penalty: 5807.962402
	Iteration 20F: 3 clusters Score -1.723589e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 121157 members 
Entering Unmasked Estep 
Score: -17235934.000000 Penalty: 5807.962402
	Iteration 21Q: 3 clusters Score -1.723593e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 121182 members 
Entering Unmasked Estep 
Score: -17235952.000000 Penalty: 5807.962402
	Iteration 22Q: 3 clusters Score -1.723595e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 121203 members 
Entering Unmasked Estep 
Score: -17235966.000000 Penalty: 5807.962402
	Iteration 23Q: 3 clusters Score -1.723597e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 121216 members 
Entering Unmasked Estep 
Score: -17235984.000000 Penalty: 5807.962402
	Iteration 24Q: 3 clusters Score -1.723598e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 121230 members 
Entering Unmasked Estep 
Score: -17236016.000000 Penalty: 5807.962402
	Iteration 25Q: 3 clusters Score -1.723602e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 121240 members 
Entering Unmasked Estep 
Score: -17236030.000000 Penalty: 5807.962402
	Iteration 26Q: 3 clusters Score -1.723603e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 121245 members 
Entering Unmasked Estep 
Score: -17236032.000000 Penalty: 5807.962402
	Iteration 27Q: 3 clusters Score -1.723603e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 121246 members 
Entering Unmasked Estep 
Score: -17236042.000000 Penalty: 5807.962402
	Iteration 28Q: 3 clusters Score -1.723604e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 121252 members 
Entering Unmasked Estep 
Score: -17236062.000000 Penalty: 5807.962402
	Iteration 29Q: 3 clusters Score -1.723606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 121258 members 
Entering Unmasked Estep 
Score: -17236068.000000 Penalty: 5807.962402
	Iteration 30Q: 3 clusters Score -1.723607e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 121265 members 
Entering Unmasked Estep 
Score: -17236072.000000 Penalty: 5807.962402
	Iteration 31Q: 3 clusters Score -1.723607e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 121267 members 
Entering Unmasked Estep 
Score: -17236074.000000 Penalty: 5807.962402
	Iteration 32Q: 3 clusters Score -1.723607e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 121265 members 
Entering Unmasked Estep 
Score: -17236072.000000 Penalty: 5807.962402
	Iteration 33Q: 3 clusters Score -1.723607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 121266 members 
Entering Unmasked Estep 
Score: -17236076.000000 Penalty: 5807.962402
	Iteration 34Q: 3 clusters Score -1.723608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 121264 members 
Entering Unmasked Estep 
Score: -17236074.000000 Penalty: 5807.962402
	Iteration 35Q: 3 clusters Score -1.723607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 121265 members 
Entering Unmasked Estep 
Score: -17236076.000000 Penalty: 5807.962402
	Iteration 36Q: 3 clusters Score -1.723608e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 121265 members 
Entering Unmasked Estep 
Score: -17236076.000000 Penalty: 5807.962402
	Iteration 37F: 3 clusters Score -1.723608e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Entering Unmasked Estep 
Score: -88087.414062 Penalty: 1661.476196
	Iteration 0F: 2 clusters Score -88087.41 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 417 members 
Entering Unmasked Estep 
Score: -86504.078125 Penalty: 3322.952393
	Iteration 0F: 3 clusters Score -86504.08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -87345.718750 Penalty: 3322.952393
	Iteration 1F: 3 clusters Score -87345.72 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -87813.273438 Penalty: 3322.952393
	Iteration 2F: 3 clusters Score -87813.27 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -88269.421875 Penalty: 3322.952393
	Iteration 3F: 3 clusters Score -88269.42 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -88922.656250 Penalty: 3322.952393
	Iteration 4F: 3 clusters Score -88922.66 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -89698.156250 Penalty: 3322.952393
	Iteration 5Q: 3 clusters Score -89698.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -89833.476562 Penalty: 3322.952393
	Iteration 6Q: 3 clusters Score -89833.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -89843.468750 Penalty: 3322.952393
	Iteration 7Q: 3 clusters Score -89843.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -89852.515625 Penalty: 3322.952393
	Iteration 8Q: 3 clusters Score -89852.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -89853.812500 Penalty: 3322.952393
	Iteration 9Q: 3 clusters Score -89853.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -89853.812500 Penalty: 3322.952393
	Iteration 10F: 3 clusters Score -89853.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 158199 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8012 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63711 members 
Mstep: Class 6 contains 121735 members 
Mstep: Class 7 contains 594 members 
Mstep: Class 8 contains 2805 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 39379 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17264 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56148 members 
Mstep: Class 16 contains 173060 members 
Mstep: Class 17 contains 34611 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92058 members 
Mstep: Class 20 contains 26633 members 
Mstep: Class 21 contains 156785 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 218 members 
Entering Unmasked Estep 
Score: -132704032.000000 Penalty: 81993.640625
Splitting cluster 7 changes total score from -132704128.000000 to -132704032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Entering Unmasked Estep 
Score: -373974.750000 Penalty: 1968.911377
	Iteration 0F: 2 clusters Score -373974.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -370864.500000 Penalty: 3937.822754
	Iteration 0F: 3 clusters Score -370864.5 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -371428.968750 Penalty: 3937.822754
	Iteration 1F: 3 clusters Score -371429 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -371571.593750 Penalty: 3937.822754
	Iteration 2F: 3 clusters Score -371571.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -371657.843750 Penalty: 3937.822754
	Iteration 3Q: 3 clusters Score -371657.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -371724.843750 Penalty: 3937.822754
	Iteration 4Q: 3 clusters Score -371724.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -371768.531250 Penalty: 3937.822754
	Iteration 5Q: 3 clusters Score -371768.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -371811.531250 Penalty: 3937.822754
	Iteration 6Q: 3 clusters Score -371811.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -371854.968750 Penalty: 3937.822754
	Iteration 7Q: 3 clusters Score -371855 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -371892.718750 Penalty: 3937.822754
	Iteration 8Q: 3 clusters Score -371892.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -371916.750000 Penalty: 3937.822754
	Iteration 9Q: 3 clusters Score -371916.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -371945.593750 Penalty: 3937.822754
	Iteration 10Q: 3 clusters Score -371945.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -371966.687500 Penalty: 3937.822754
	Iteration 11Q: 3 clusters Score -371966.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -371992.812500 Penalty: 3937.822754
	Iteration 12Q: 3 clusters Score -371992.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -372021.625000 Penalty: 3937.822754
	Iteration 13Q: 3 clusters Score -372021.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -372054.562500 Penalty: 3937.822754
	Iteration 14Q: 3 clusters Score -372054.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -372091.937500 Penalty: 3937.822754
	Iteration 15Q: 3 clusters Score -372091.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -372132.531250 Penalty: 3937.822754
	Iteration 16Q: 3 clusters Score -372132.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -372187.937500 Penalty: 3937.822754
	Iteration 17Q: 3 clusters Score -372187.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -372254.687500 Penalty: 3937.822754
	Iteration 18Q: 3 clusters Score -372254.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -372314.531250 Penalty: 3937.822754
	Iteration 19Q: 3 clusters Score -372314.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -372349.125000 Penalty: 3937.822754
	Iteration 20F: 3 clusters Score -372349.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -372375.125000 Penalty: 3937.822754
	Iteration 21Q: 3 clusters Score -372375.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -372390.843750 Penalty: 3937.822754
	Iteration 22Q: 3 clusters Score -372390.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -372400.375000 Penalty: 3937.822754
	Iteration 23Q: 3 clusters Score -372400.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -372411.218750 Penalty: 3937.822754
	Iteration 24Q: 3 clusters Score -372411.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -372419.187500 Penalty: 3937.822754
	Iteration 25Q: 3 clusters Score -372419.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -372427.093750 Penalty: 3937.822754
	Iteration 26Q: 3 clusters Score -372427.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -372437.968750 Penalty: 3937.822754
	Iteration 27Q: 3 clusters Score -372438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -372449.218750 Penalty: 3937.822754
	Iteration 28Q: 3 clusters Score -372449.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -372457.125000 Penalty: 3937.822754
	Iteration 29Q: 3 clusters Score -372457.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -372468.562500 Penalty: 3937.822754
	Iteration 30Q: 3 clusters Score -372468.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -372480.250000 Penalty: 3937.822754
	Iteration 31Q: 3 clusters Score -372480.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -372490.312500 Penalty: 3937.822754
	Iteration 32Q: 3 clusters Score -372490.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -372494.750000 Penalty: 3937.822754
	Iteration 33Q: 3 clusters Score -372494.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -372499.125000 Penalty: 3937.822754
	Iteration 34Q: 3 clusters Score -372499.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -372504.718750 Penalty: 3937.822754
	Iteration 35Q: 3 clusters Score -372504.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -372510.406250 Penalty: 3937.822754
	Iteration 36Q: 3 clusters Score -372510.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -372514.093750 Penalty: 3937.822754
	Iteration 37Q: 3 clusters Score -372514.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -372515.250000 Penalty: 3937.822754
	Iteration 38Q: 3 clusters Score -372515.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -372518.593750 Penalty: 3937.822754
	Iteration 39Q: 3 clusters Score -372518.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -372519.562500 Penalty: 3937.822754
	Iteration 40F: 3 clusters Score -372519.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -372519.531250 Penalty: 3937.822754
	Iteration 41Q: 3 clusters Score -372519.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -372520.500000 Penalty: 3937.822754
	Iteration 42Q: 3 clusters Score -372520.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -372521.875000 Penalty: 3937.822754
	Iteration 43Q: 3 clusters Score -372521.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -372521.875000 Penalty: 3937.822754
	Iteration 44F: 3 clusters Score -372521.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -58996.222656 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -58996.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -57534.746094 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -57534.75 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -57943.515625 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -57943.52 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -58221.656250 Penalty: 3092.267822
	Iteration 2F: 3 clusters Score -58221.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -58357.511719 Penalty: 3092.267822
	Iteration 3F: 3 clusters Score -58357.51 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -58487.277344 Penalty: 3092.267822
	Iteration 4F: 3 clusters Score -58487.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -58578.207031 Penalty: 3092.267822
	Iteration 5Q: 3 clusters Score -58578.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -58669.816406 Penalty: 3092.267822
	Iteration 6Q: 3 clusters Score -58669.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -58851.621094 Penalty: 3092.267822
	Iteration 7Q: 3 clusters Score -58851.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -58881.113281 Penalty: 3092.267822
	Iteration 8Q: 3 clusters Score -58881.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -58904.296875 Penalty: 3092.267822
	Iteration 9Q: 3 clusters Score -58904.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -58961.160156 Penalty: 3092.267822
	Iteration 10Q: 3 clusters Score -58961.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -59051.273438 Penalty: 3092.267822
	Iteration 11Q: 3 clusters Score -59051.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -59204.605469 Penalty: 3092.267822
	Iteration 12Q: 3 clusters Score -59204.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -59258.257812 Penalty: 3092.267822
	Iteration 13Q: 3 clusters Score -59258.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -59276.699219 Penalty: 3092.267822
	Iteration 14Q: 3 clusters Score -59276.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -59296.550781 Penalty: 3092.267822
	Iteration 15Q: 3 clusters Score -59296.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -59327.054688 Penalty: 3092.267822
	Iteration 16Q: 3 clusters Score -59327.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -59374.296875 Penalty: 3092.267822
	Iteration 17Q: 3 clusters Score -59374.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -59392.238281 Penalty: 3092.267822
	Iteration 18Q: 3 clusters Score -59392.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -59392.238281 Penalty: 3092.267822
	Iteration 19F: 3 clusters Score -59392.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 158199 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8012 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63711 members 
Mstep: Class 6 contains 121735 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2805 members 
Mstep: Class 9 contains 289 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 39379 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17264 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56148 members 
Mstep: Class 16 contains 173060 members 
Mstep: Class 17 contains 34611 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92058 members 
Mstep: Class 20 contains 26633 members 
Mstep: Class 21 contains 156785 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 221 members 
Entering Unmasked Estep 
Score: -132702536.000000 Penalty: 81993.640625
Splitting cluster 9 changes total score from -132704128.000000 to -132702536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (2215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Entering Unmasked Estep 
Score: -304996.406250 Penalty: 1910.345947
	Iteration 0F: 2 clusters Score -304996.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -302183.937500 Penalty: 3820.691895
	Iteration 0F: 3 clusters Score -302183.9 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -302675.562500 Penalty: 3820.691895
	Iteration 1F: 3 clusters Score -302675.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -302832.062500 Penalty: 3820.691895
	Iteration 2F: 3 clusters Score -302832.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -302917.093750 Penalty: 3820.691895
	Iteration 3Q: 3 clusters Score -302917.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -302957.437500 Penalty: 3820.691895
	Iteration 4Q: 3 clusters Score -302957.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -302984.406250 Penalty: 3820.691895
	Iteration 5Q: 3 clusters Score -302984.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -303010.375000 Penalty: 3820.691895
	Iteration 6Q: 3 clusters Score -303010.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -303030.406250 Penalty: 3820.691895
	Iteration 7Q: 3 clusters Score -303030.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -303049.437500 Penalty: 3820.691895
	Iteration 8Q: 3 clusters Score -303049.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -303065.937500 Penalty: 3820.691895
	Iteration 9Q: 3 clusters Score -303065.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -303080.406250 Penalty: 3820.691895
	Iteration 10Q: 3 clusters Score -303080.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -303093.562500 Penalty: 3820.691895
	Iteration 11Q: 3 clusters Score -303093.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -303106.531250 Penalty: 3820.691895
	Iteration 12Q: 3 clusters Score -303106.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -303118.093750 Penalty: 3820.691895
	Iteration 13Q: 3 clusters Score -303118.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -303132.937500 Penalty: 3820.691895
	Iteration 14Q: 3 clusters Score -303132.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -303144.937500 Penalty: 3820.691895
	Iteration 15Q: 3 clusters Score -303144.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -303154.937500 Penalty: 3820.691895
	Iteration 16Q: 3 clusters Score -303154.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -303162.500000 Penalty: 3820.691895
	Iteration 17Q: 3 clusters Score -303162.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -303170.406250 Penalty: 3820.691895
	Iteration 18Q: 3 clusters Score -303170.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -303178.531250 Penalty: 3820.691895
	Iteration 19Q: 3 clusters Score -303178.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -303189.906250 Penalty: 3820.691895
	Iteration 20F: 3 clusters Score -303189.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -303195.562500 Penalty: 3820.691895
	Iteration 21Q: 3 clusters Score -303195.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -303200.062500 Penalty: 3820.691895
	Iteration 22Q: 3 clusters Score -303200.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -303201.968750 Penalty: 3820.691895
	Iteration 23Q: 3 clusters Score -303202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -303205.500000 Penalty: 3820.691895
	Iteration 24Q: 3 clusters Score -303205.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -303209.000000 Penalty: 3820.691895
	Iteration 25Q: 3 clusters Score -303209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -303212.687500 Penalty: 3820.691895
	Iteration 26Q: 3 clusters Score -303212.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -303216.312500 Penalty: 3820.691895
	Iteration 27Q: 3 clusters Score -303216.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -303218.875000 Penalty: 3820.691895
	Iteration 28Q: 3 clusters Score -303218.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -303222.718750 Penalty: 3820.691895
	Iteration 29Q: 3 clusters Score -303222.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -303228.468750 Penalty: 3820.691895
	Iteration 30Q: 3 clusters Score -303228.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -303233.125000 Penalty: 3820.691895
	Iteration 31Q: 3 clusters Score -303233.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -303236.093750 Penalty: 3820.691895
	Iteration 32Q: 3 clusters Score -303236.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -303243.531250 Penalty: 3820.691895
	Iteration 33Q: 3 clusters Score -303243.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -303248.937500 Penalty: 3820.691895
	Iteration 34Q: 3 clusters Score -303248.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -303252.187500 Penalty: 3820.691895
	Iteration 35Q: 3 clusters Score -303252.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -303254.937500 Penalty: 3820.691895
	Iteration 36Q: 3 clusters Score -303254.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -303255.781250 Penalty: 3820.691895
	Iteration 37Q: 3 clusters Score -303255.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -303256.562500 Penalty: 3820.691895
	Iteration 38Q: 3 clusters Score -303256.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -303258.031250 Penalty: 3820.691895
	Iteration 39Q: 3 clusters Score -303258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -303263.531250 Penalty: 3820.691895
	Iteration 40F: 3 clusters Score -303263.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -303267.843750 Penalty: 3820.691895
	Iteration 41Q: 3 clusters Score -303267.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -303269.343750 Penalty: 3820.691895
	Iteration 42Q: 3 clusters Score -303269.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -303271.906250 Penalty: 3820.691895
	Iteration 43Q: 3 clusters Score -303271.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -303278.218750 Penalty: 3820.691895
	Iteration 44Q: 3 clusters Score -303278.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -303287.656250 Penalty: 3820.691895
	Iteration 45Q: 3 clusters Score -303287.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -303292.687500 Penalty: 3820.691895
	Iteration 46Q: 3 clusters Score -303292.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -303298.187500 Penalty: 3820.691895
	Iteration 47Q: 3 clusters Score -303298.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -303302.531250 Penalty: 3820.691895
	Iteration 48Q: 3 clusters Score -303302.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -303309.781250 Penalty: 3820.691895
	Iteration 49Q: 3 clusters Score -303309.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -303316.531250 Penalty: 3820.691895
	Iteration 50Q: 3 clusters Score -303316.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -303325.437500 Penalty: 3820.691895
	Iteration 51Q: 3 clusters Score -303325.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -303333.968750 Penalty: 3820.691895
	Iteration 52Q: 3 clusters Score -303334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -303339.062500 Penalty: 3820.691895
	Iteration 53Q: 3 clusters Score -303339.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -303346.218750 Penalty: 3820.691895
	Iteration 54Q: 3 clusters Score -303346.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -303356.687500 Penalty: 3820.691895
	Iteration 55Q: 3 clusters Score -303356.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -303368.937500 Penalty: 3820.691895
	Iteration 56Q: 3 clusters Score -303368.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -303379.750000 Penalty: 3820.691895
	Iteration 57Q: 3 clusters Score -303379.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -303394.281250 Penalty: 3820.691895
	Iteration 58Q: 3 clusters Score -303394.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -303415.562500 Penalty: 3820.691895
	Iteration 59Q: 3 clusters Score -303415.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -303435.218750 Penalty: 3820.691895
	Iteration 60F: 3 clusters Score -303435.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -303454.031250 Penalty: 3820.691895
	Iteration 61Q: 3 clusters Score -303454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -303472.906250 Penalty: 3820.691895
	Iteration 62Q: 3 clusters Score -303472.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -303493.687500 Penalty: 3820.691895
	Iteration 63Q: 3 clusters Score -303493.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -303517.968750 Penalty: 3820.691895
	Iteration 64Q: 3 clusters Score -303518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -303536.656250 Penalty: 3820.691895
	Iteration 65Q: 3 clusters Score -303536.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -303561.468750 Penalty: 3820.691895
	Iteration 66Q: 3 clusters Score -303561.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -303587.093750 Penalty: 3820.691895
	Iteration 67Q: 3 clusters Score -303587.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -303624.875000 Penalty: 3820.691895
	Iteration 68Q: 3 clusters Score -303624.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -303680.156250 Penalty: 3820.691895
	Iteration 69Q: 3 clusters Score -303680.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -303753.531250 Penalty: 3820.691895
	Iteration 70Q: 3 clusters Score -303753.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -303850.968750 Penalty: 3820.691895
	Iteration 71Q: 3 clusters Score -303851 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -303960.656250 Penalty: 3820.691895
	Iteration 72Q: 3 clusters Score -303960.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -304047.156250 Penalty: 3820.691895
	Iteration 73Q: 3 clusters Score -304047.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -304079.875000 Penalty: 3820.691895
	Iteration 74Q: 3 clusters Score -304079.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -304092.750000 Penalty: 3820.691895
	Iteration 75Q: 3 clusters Score -304092.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -304097.625000 Penalty: 3820.691895
	Iteration 76Q: 3 clusters Score -304097.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -304100.093750 Penalty: 3820.691895
	Iteration 77Q: 3 clusters Score -304100.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -304101.718750 Penalty: 3820.691895
	Iteration 78Q: 3 clusters Score -304101.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -304102.875000 Penalty: 3820.691895
	Iteration 79Q: 3 clusters Score -304102.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -304104.375000 Penalty: 3820.691895
	Iteration 80F: 3 clusters Score -304104.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -304105.343750 Penalty: 3820.691895
	Iteration 81Q: 3 clusters Score -304105.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -304106.031250 Penalty: 3820.691895
	Iteration 82Q: 3 clusters Score -304106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -304106.218750 Penalty: 3820.691895
	Iteration 83Q: 3 clusters Score -304106.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -304106.218750 Penalty: 3820.691895
	Iteration 84F: 3 clusters Score -304106.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39379 members 
Entering Unmasked Estep 
Score: -5397119.000000 Penalty: 2624.084961
	Iteration 0F: 2 clusters Score -5397119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -5370375.500000 Penalty: 5248.169922
	Iteration 0F: 3 clusters Score -5370376 nChanged 17908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -5380234.000000 Penalty: 5248.169922
	Iteration 1F: 3 clusters Score -5380234 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -5380733.000000 Penalty: 5248.169922
	Iteration 2Q: 3 clusters Score -5380733 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -5381202.500000 Penalty: 5248.169922
	Iteration 3Q: 3 clusters Score -5381202 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -5381683.000000 Penalty: 5248.169922
	Iteration 4Q: 3 clusters Score -5381683 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -5382183.500000 Penalty: 5248.169922
	Iteration 5Q: 3 clusters Score -5382184 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -5382784.500000 Penalty: 5248.169922
	Iteration 6Q: 3 clusters Score -5382784 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -5383470.500000 Penalty: 5248.169922
	Iteration 7Q: 3 clusters Score -5383470 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -5384316.500000 Penalty: 5248.169922
	Iteration 8Q: 3 clusters Score -5384316 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -5385354.000000 Penalty: 5248.169922
	Iteration 9Q: 3 clusters Score -5385354 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -5386592.000000 Penalty: 5248.169922
	Iteration 10Q: 3 clusters Score -5386592 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -5388205.500000 Penalty: 5248.169922
	Iteration 11F: 3 clusters Score -5388206 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -5389953.000000 Penalty: 5248.169922
	Iteration 12Q: 3 clusters Score -5389953 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -5391641.500000 Penalty: 5248.169922
	Iteration 13Q: 3 clusters Score -5391642 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 32619 members 
Entering Unmasked Estep 
Score: -5392718.000000 Penalty: 5248.169922
	Iteration 14Q: 3 clusters Score -5392718 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 33201 members 
Entering Unmasked Estep 
Score: -5393412.500000 Penalty: 5248.169922
	Iteration 15Q: 3 clusters Score -5393412 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -5393976.000000 Penalty: 5248.169922
	Iteration 16Q: 3 clusters Score -5393976 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -5394372.500000 Penalty: 5248.169922
	Iteration 17Q: 3 clusters Score -5394372 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -5394663.000000 Penalty: 5248.169922
	Iteration 18Q: 3 clusters Score -5394663 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -5394888.500000 Penalty: 5248.169922
	Iteration 19Q: 3 clusters Score -5394888 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -5395022.500000 Penalty: 5248.169922
	Iteration 20F: 3 clusters Score -5395022 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -5395138.000000 Penalty: 5248.169922
	Iteration 21Q: 3 clusters Score -5395138 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 35373 members 
Entering Unmasked Estep 
Score: -5395203.000000 Penalty: 5248.169922
	Iteration 22Q: 3 clusters Score -5395203 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 35512 members 
Entering Unmasked Estep 
Score: -5395281.500000 Penalty: 5248.169922
	Iteration 23Q: 3 clusters Score -5395282 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -5395336.000000 Penalty: 5248.169922
	Iteration 24Q: 3 clusters Score -5395336 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -5395370.500000 Penalty: 5248.169922
	Iteration 25Q: 3 clusters Score -5395370 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -5395380.000000 Penalty: 5248.169922
	Iteration 26Q: 3 clusters Score -5395380 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -5395397.000000 Penalty: 5248.169922
	Iteration 27Q: 3 clusters Score -5395397 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -5395405.500000 Penalty: 5248.169922
	Iteration 28Q: 3 clusters Score -5395406 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -5395423.500000 Penalty: 5248.169922
	Iteration 29Q: 3 clusters Score -5395424 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -5395443.000000 Penalty: 5248.169922
	Iteration 30Q: 3 clusters Score -5395443 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -5395441.500000 Penalty: 5248.169922
	Iteration 31Q: 3 clusters Score -5395442 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
Score: -5395436.500000 Penalty: 5248.169922
	Iteration 32Q: 3 clusters Score -5395436 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -5395447.000000 Penalty: 5248.169922
	Iteration 33Q: 3 clusters Score -5395447 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -5395434.500000 Penalty: 5248.169922
	Iteration 34Q: 3 clusters Score -5395434 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -5395450.500000 Penalty: 5248.169922
	Iteration 35Q: 3 clusters Score -5395450 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -5395454.000000 Penalty: 5248.169922
	Iteration 36Q: 3 clusters Score -5395454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -5395458.500000 Penalty: 5248.169922
	Iteration 37Q: 3 clusters Score -5395458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -5395464.000000 Penalty: 5248.169922
	Iteration 38Q: 3 clusters Score -5395464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -5395458.500000 Penalty: 5248.169922
	Iteration 39Q: 3 clusters Score -5395458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 36299 members 
Entering Unmasked Estep 
Score: -5395458.500000 Penalty: 5248.169922
	Iteration 40F: 3 clusters Score -5395458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -5395463.500000 Penalty: 5248.169922
	Iteration 41Q: 3 clusters Score -5395464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -5395467.500000 Penalty: 5248.169922
	Iteration 42Q: 3 clusters Score -5395468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -5395465.500000 Penalty: 5248.169922
	Iteration 43Q: 3 clusters Score -5395466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 36336 members 
Entering Unmasked Estep 
Score: -5395467.500000 Penalty: 5248.169922
	Iteration 44Q: 3 clusters Score -5395468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 36343 members 
Entering Unmasked Estep 
Score: -5395459.000000 Penalty: 5248.169922
	Iteration 45Q: 3 clusters Score -5395459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -5395460.000000 Penalty: 5248.169922
	Iteration 46Q: 3 clusters Score -5395460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -5395462.000000 Penalty: 5248.169922
	Iteration 47Q: 3 clusters Score -5395462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -5395472.000000 Penalty: 5248.169922
	Iteration 48Q: 3 clusters Score -5395472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -5395476.000000 Penalty: 5248.169922
	Iteration 49Q: 3 clusters Score -5395476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -5395474.500000 Penalty: 5248.169922
	Iteration 50Q: 3 clusters Score -5395474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 36400 members 
Entering Unmasked Estep 
Score: -5395484.000000 Penalty: 5248.169922
	Iteration 51Q: 3 clusters Score -5395484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 36404 members 
Entering Unmasked Estep 
Score: -5395488.500000 Penalty: 5248.169922
	Iteration 52Q: 3 clusters Score -5395488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 36414 members 
Entering Unmasked Estep 
Score: -5395491.500000 Penalty: 5248.169922
	Iteration 53Q: 3 clusters Score -5395492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 36419 members 
Entering Unmasked Estep 
Score: -5395496.500000 Penalty: 5248.169922
	Iteration 54Q: 3 clusters Score -5395496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -5395494.000000 Penalty: 5248.169922
	Iteration 55Q: 3 clusters Score -5395494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -5395494.000000 Penalty: 5248.169922
	Iteration 56F: 3 clusters Score -5395494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Entering Unmasked Estep 
Score: -543544.812500 Penalty: 2053.302002
	Iteration 0F: 2 clusters Score -543544.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -539652.750000 Penalty: 4106.604004
	Iteration 0F: 3 clusters Score -539652.8 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -540561.937500 Penalty: 4106.604004
	Iteration 1F: 3 clusters Score -540561.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -540782.437500 Penalty: 4106.604004
	Iteration 2F: 3 clusters Score -540782.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -540948.062500 Penalty: 4106.604004
	Iteration 3F: 3 clusters Score -540948.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -541091.812500 Penalty: 4106.604004
	Iteration 4Q: 3 clusters Score -541091.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -541223.812500 Penalty: 4106.604004
	Iteration 5Q: 3 clusters Score -541223.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -541357.250000 Penalty: 4106.604004
	Iteration 6Q: 3 clusters Score -541357.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -541491.187500 Penalty: 4106.604004
	Iteration 7Q: 3 clusters Score -541491.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -541608.187500 Penalty: 4106.604004
	Iteration 8Q: 3 clusters Score -541608.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -541719.125000 Penalty: 4106.604004
	Iteration 9Q: 3 clusters Score -541719.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -541825.500000 Penalty: 4106.604004
	Iteration 10Q: 3 clusters Score -541825.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -541925.812500 Penalty: 4106.604004
	Iteration 11Q: 3 clusters Score -541925.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -542025.500000 Penalty: 4106.604004
	Iteration 12Q: 3 clusters Score -542025.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -542118.312500 Penalty: 4106.604004
	Iteration 13Q: 3 clusters Score -542118.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -542204.562500 Penalty: 4106.604004
	Iteration 14Q: 3 clusters Score -542204.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -542311.437500 Penalty: 4106.604004
	Iteration 15Q: 3 clusters Score -542311.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -542426.875000 Penalty: 4106.604004
	Iteration 16Q: 3 clusters Score -542426.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -542551.687500 Penalty: 4106.604004
	Iteration 17Q: 3 clusters Score -542551.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -542702.500000 Penalty: 4106.604004
	Iteration 18Q: 3 clusters Score -542702.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -542857.000000 Penalty: 4106.604004
	Iteration 19Q: 3 clusters Score -542857 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -542955.000000 Penalty: 4106.604004
	Iteration 20F: 3 clusters Score -542955 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -542995.875000 Penalty: 4106.604004
	Iteration 21Q: 3 clusters Score -542995.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -543020.187500 Penalty: 4106.604004
	Iteration 22Q: 3 clusters Score -543020.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -543035.625000 Penalty: 4106.604004
	Iteration 23Q: 3 clusters Score -543035.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -543049.437500 Penalty: 4106.604004
	Iteration 24Q: 3 clusters Score -543049.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -543054.500000 Penalty: 4106.604004
	Iteration 25Q: 3 clusters Score -543054.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -543059.687500 Penalty: 4106.604004
	Iteration 26Q: 3 clusters Score -543059.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -543063.437500 Penalty: 4106.604004
	Iteration 27Q: 3 clusters Score -543063.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -543065.312500 Penalty: 4106.604004
	Iteration 28Q: 3 clusters Score -543065.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -543066.562500 Penalty: 4106.604004
	Iteration 29Q: 3 clusters Score -543066.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -543066.937500 Penalty: 4106.604004
	Iteration 30Q: 3 clusters Score -543066.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -543066.937500 Penalty: 4106.604004
	Iteration 31Q: 3 clusters Score -543066.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -543066.937500 Penalty: 4106.604004
	Iteration 32F: 3 clusters Score -543066.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Entering Unmasked Estep 
Score: -2437330.250000 Penalty: 2419.582031
	Iteration 0F: 2 clusters Score -2437330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2424921.500000 Penalty: 4839.164062
	Iteration 0F: 3 clusters Score -2424922 nChanged 7519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2429034.500000 Penalty: 4839.164062
	Iteration 1F: 3 clusters Score -2429034 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -2429405.000000 Penalty: 4839.164062
	Iteration 2F: 3 clusters Score -2429405 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -2429709.000000 Penalty: 4839.164062
	Iteration 3Q: 3 clusters Score -2429709 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -2429940.750000 Penalty: 4839.164062
	Iteration 4Q: 3 clusters Score -2429941 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -2430189.500000 Penalty: 4839.164062
	Iteration 5Q: 3 clusters Score -2430190 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2430465.500000 Penalty: 4839.164062
	Iteration 6Q: 3 clusters Score -2430466 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -2430785.000000 Penalty: 4839.164062
	Iteration 7Q: 3 clusters Score -2430785 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2431179.250000 Penalty: 4839.164062
	Iteration 8Q: 3 clusters Score -2431179 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -2431702.750000 Penalty: 4839.164062
	Iteration 9Q: 3 clusters Score -2431703 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -2432313.750000 Penalty: 4839.164062
	Iteration 10F: 3 clusters Score -2432314 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -2432933.750000 Penalty: 4839.164062
	Iteration 11F: 3 clusters Score -2432934 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -2433513.750000 Penalty: 4839.164062
	Iteration 12Q: 3 clusters Score -2433514 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -2434059.500000 Penalty: 4839.164062
	Iteration 13Q: 3 clusters Score -2434060 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -2434454.750000 Penalty: 4839.164062
	Iteration 14Q: 3 clusters Score -2434455 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -2434710.000000 Penalty: 4839.164062
	Iteration 15Q: 3 clusters Score -2434710 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -2434877.000000 Penalty: 4839.164062
	Iteration 16Q: 3 clusters Score -2434877 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -2434999.500000 Penalty: 4839.164062
	Iteration 17Q: 3 clusters Score -2435000 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -2435060.750000 Penalty: 4839.164062
	Iteration 18Q: 3 clusters Score -2435061 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -2435107.500000 Penalty: 4839.164062
	Iteration 19Q: 3 clusters Score -2435108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -2435133.750000 Penalty: 4839.164062
	Iteration 20F: 3 clusters Score -2435134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -2435147.750000 Penalty: 4839.164062
	Iteration 21Q: 3 clusters Score -2435148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -2435162.500000 Penalty: 4839.164062
	Iteration 22Q: 3 clusters Score -2435162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -2435170.750000 Penalty: 4839.164062
	Iteration 23Q: 3 clusters Score -2435171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -2435177.750000 Penalty: 4839.164062
	Iteration 24Q: 3 clusters Score -2435178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -2435182.500000 Penalty: 4839.164062
	Iteration 25Q: 3 clusters Score -2435182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -2435189.750000 Penalty: 4839.164062
	Iteration 26Q: 3 clusters Score -2435190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -2435191.000000 Penalty: 4839.164062
	Iteration 27Q: 3 clusters Score -2435191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -2435194.750000 Penalty: 4839.164062
	Iteration 28Q: 3 clusters Score -2435195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -2435198.750000 Penalty: 4839.164062
	Iteration 29Q: 3 clusters Score -2435199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -2435201.500000 Penalty: 4839.164062
	Iteration 30Q: 3 clusters Score -2435202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -2435203.500000 Penalty: 4839.164062
	Iteration 31Q: 3 clusters Score -2435204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -2435205.500000 Penalty: 4839.164062
	Iteration 32Q: 3 clusters Score -2435206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -2435210.750000 Penalty: 4839.164062
	Iteration 33Q: 3 clusters Score -2435211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2435213.000000 Penalty: 4839.164062
	Iteration 34Q: 3 clusters Score -2435213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -2435211.000000 Penalty: 4839.164062
	Iteration 35Q: 3 clusters Score -2435211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2435212.250000 Penalty: 4839.164062
	Iteration 36Q: 3 clusters Score -2435212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -2435212.750000 Penalty: 4839.164062
	Iteration 37Q: 3 clusters Score -2435213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -2435214.250000 Penalty: 4839.164062
	Iteration 38Q: 3 clusters Score -2435214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -2435215.750000 Penalty: 4839.164062
	Iteration 39Q: 3 clusters Score -2435216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2435215.000000 Penalty: 4839.164062
	Iteration 40F: 3 clusters Score -2435215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -2435215.500000 Penalty: 4839.164062
	Iteration 41Q: 3 clusters Score -2435216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -2435215.500000 Penalty: 4839.164062
	Iteration 42F: 3 clusters Score -2435216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Entering Unmasked Estep 
Score: -79829.023438 Penalty: 1580.159790
	Iteration 0F: 2 clusters Score -79829.02 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 280 members 
Entering Unmasked Estep 
Score: -78221.976562 Penalty: 3160.319580
	Iteration 0F: 3 clusters Score -78221.98 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -78419.054688 Penalty: 3160.319580
	Iteration 1F: 3 clusters Score -78419.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -78470.484375 Penalty: 3160.319580
	Iteration 2Q: 3 clusters Score -78470.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -78491.273438 Penalty: 3160.319580
	Iteration 3Q: 3 clusters Score -78491.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -78500.968750 Penalty: 3160.319580
	Iteration 4Q: 3 clusters Score -78500.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -78511.609375 Penalty: 3160.319580
	Iteration 5Q: 3 clusters Score -78511.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -78517.671875 Penalty: 3160.319580
	Iteration 6Q: 3 clusters Score -78517.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -78525.773438 Penalty: 3160.319580
	Iteration 7Q: 3 clusters Score -78525.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -78527.875000 Penalty: 3160.319580
	Iteration 8Q: 3 clusters Score -78527.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -78534.078125 Penalty: 3160.319580
	Iteration 9Q: 3 clusters Score -78534.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -78535.937500 Penalty: 3160.319580
	Iteration 10Q: 3 clusters Score -78535.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -78535.937500 Penalty: 3160.319580
	Iteration 11F: 3 clusters Score -78535.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (56148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56148 members 
Entering Unmasked Estep 
Score: -7924324.000000 Penalty: 2712.064941
	Iteration 0F: 2 clusters Score -7924324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -7886562.500000 Penalty: 5424.129883
	Iteration 0F: 3 clusters Score -7886562 nChanged 26012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -7901572.000000 Penalty: 5424.129883
	Iteration 1F: 3 clusters Score -7901572 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -7902881.000000 Penalty: 5424.129883
	Iteration 2F: 3 clusters Score -7902881 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -7904347.000000 Penalty: 5424.129883
	Iteration 3F: 3 clusters Score -7904347 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -7906013.000000 Penalty: 5424.129883
	Iteration 4F: 3 clusters Score -7906013 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -7907888.000000 Penalty: 5424.129883
	Iteration 5F: 3 clusters Score -7907888 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -7910184.000000 Penalty: 5424.129883
	Iteration 6F: 3 clusters Score -7910184 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38259 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -7912760.500000 Penalty: 5424.129883
	Iteration 7F: 3 clusters Score -7912760 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -7915229.000000 Penalty: 5424.129883
	Iteration 8F: 3 clusters Score -7915229 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -7917414.000000 Penalty: 5424.129883
	Iteration 9F: 3 clusters Score -7917414 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46054 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -7918985.000000 Penalty: 5424.129883
	Iteration 10Q: 3 clusters Score -7918985 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47952 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -7920151.000000 Penalty: 5424.129883
	Iteration 11Q: 3 clusters Score -7920151 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49588 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -7921099.500000 Penalty: 5424.129883
	Iteration 12Q: 3 clusters Score -7921100 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50982 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -7921893.000000 Penalty: 5424.129883
	Iteration 13Q: 3 clusters Score -7921893 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52099 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -7922557.000000 Penalty: 5424.129883
	Iteration 14Q: 3 clusters Score -7922557 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52925 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -7922950.500000 Penalty: 5424.129883
	Iteration 15Q: 3 clusters Score -7922950 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53579 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -7923325.000000 Penalty: 5424.129883
	Iteration 16Q: 3 clusters Score -7923325 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54027 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -7923559.500000 Penalty: 5424.129883
	Iteration 17Q: 3 clusters Score -7923560 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54302 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -7923676.500000 Penalty: 5424.129883
	Iteration 18Q: 3 clusters Score -7923676 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54459 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -7923727.500000 Penalty: 5424.129883
	Iteration 19Q: 3 clusters Score -7923728 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54565 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -7923752.000000 Penalty: 5424.129883
	Iteration 20F: 3 clusters Score -7923752 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54630 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -7923791.500000 Penalty: 5424.129883
	Iteration 21Q: 3 clusters Score -7923792 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54683 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -7923792.500000 Penalty: 5424.129883
	Iteration 22Q: 3 clusters Score -7923792 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54721 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -7923801.000000 Penalty: 5424.129883
	Iteration 23Q: 3 clusters Score -7923801 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54744 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -7923799.000000 Penalty: 5424.129883
	Iteration 24Q: 3 clusters Score -7923799 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54763 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -7923815.500000 Penalty: 5424.129883
	Iteration 25Q: 3 clusters Score -7923816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54778 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -7923816.000000 Penalty: 5424.129883
	Iteration 26Q: 3 clusters Score -7923816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54795 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -7923827.000000 Penalty: 5424.129883
	Iteration 27Q: 3 clusters Score -7923827 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54811 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -7923835.000000 Penalty: 5424.129883
	Iteration 28Q: 3 clusters Score -7923835 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54829 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -7923834.000000 Penalty: 5424.129883
	Iteration 29Q: 3 clusters Score -7923834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54841 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -7923838.500000 Penalty: 5424.129883
	Iteration 30Q: 3 clusters Score -7923838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54847 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -7923838.000000 Penalty: 5424.129883
	Iteration 31Q: 3 clusters Score -7923838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54854 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -7923836.000000 Penalty: 5424.129883
	Iteration 32Q: 3 clusters Score -7923836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54860 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -7923843.500000 Penalty: 5424.129883
	Iteration 33Q: 3 clusters Score -7923844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54867 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -7923836.500000 Penalty: 5424.129883
	Iteration 34Q: 3 clusters Score -7923836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54871 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -7923842.000000 Penalty: 5424.129883
	Iteration 35Q: 3 clusters Score -7923842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54873 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -7923833.500000 Penalty: 5424.129883
	Iteration 36Q: 3 clusters Score -7923834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54878 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -7923838.000000 Penalty: 5424.129883
	Iteration 37Q: 3 clusters Score -7923838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54882 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -7923841.000000 Penalty: 5424.129883
	Iteration 38Q: 3 clusters Score -7923841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54887 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -7923845.500000 Penalty: 5424.129883
	Iteration 39Q: 3 clusters Score -7923846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54887 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -7923843.500000 Penalty: 5424.129883
	Iteration 40F: 3 clusters Score -7923844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54890 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -7923841.000000 Penalty: 5424.129883
	Iteration 41Q: 3 clusters Score -7923841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54893 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -7923843.500000 Penalty: 5424.129883
	Iteration 42Q: 3 clusters Score -7923844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54895 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -7923841.500000 Penalty: 5424.129883
	Iteration 43Q: 3 clusters Score -7923842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54897 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -7923845.000000 Penalty: 5424.129883
	Iteration 44Q: 3 clusters Score -7923845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54900 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -7923841.000000 Penalty: 5424.129883
	Iteration 45Q: 3 clusters Score -7923841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54904 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -7923845.000000 Penalty: 5424.129883
	Iteration 46Q: 3 clusters Score -7923845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54905 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -7923846.000000 Penalty: 5424.129883
	Iteration 47Q: 3 clusters Score -7923846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54905 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -7923846.000000 Penalty: 5424.129883
	Iteration 48F: 3 clusters Score -7923846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (173060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173060 members 
Entering Unmasked Estep 
Score: -24376278.000000 Penalty: 2991.225586
	Iteration 0F: 2 clusters Score -2.437628e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86838 members 
Mstep: Class 2 contains 86222 members 
Entering Unmasked Estep 
Score: -24267624.000000 Penalty: 5982.451172
	Iteration 0F: 3 clusters Score -2.426762e+07 nChanged 83010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92696 members 
Mstep: Class 2 contains 80364 members 
Entering Unmasked Estep 
Score: -24315854.000000 Penalty: 5982.451172
	Iteration 1F: 3 clusters Score -2.431585e+07 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96042 members 
Mstep: Class 2 contains 77018 members 
Entering Unmasked Estep 
Score: -24317076.000000 Penalty: 5982.451172
	Iteration 2Q: 3 clusters Score -2.431708e+07 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100777 members 
Mstep: Class 2 contains 72283 members 
Entering Unmasked Estep 
Score: -24318872.000000 Penalty: 5982.451172
	Iteration 3Q: 3 clusters Score -2.431887e+07 nChanged 8359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107048 members 
Mstep: Class 2 contains 66012 members 
Entering Unmasked Estep 
Score: -24321694.000000 Penalty: 5982.451172
	Iteration 4Q: 3 clusters Score -2.432169e+07 nChanged 9779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114895 members 
Mstep: Class 2 contains 58165 members 
Entering Unmasked Estep 
Score: -24325658.000000 Penalty: 5982.451172
	Iteration 5F: 3 clusters Score -2.432566e+07 nChanged 10269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123172 members 
Mstep: Class 2 contains 49888 members 
Entering Unmasked Estep 
Score: -24330928.000000 Penalty: 5982.451172
	Iteration 6F: 3 clusters Score -2.433093e+07 nChanged 10069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130447 members 
Mstep: Class 2 contains 42613 members 
Entering Unmasked Estep 
Score: -24337650.000000 Penalty: 5982.451172
	Iteration 7F: 3 clusters Score -2.433765e+07 nChanged 9108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135051 members 
Mstep: Class 2 contains 38009 members 
Entering Unmasked Estep 
Score: -24344134.000000 Penalty: 5982.451172
	Iteration 8F: 3 clusters Score -2.434413e+07 nChanged 8112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136583 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -24348788.000000 Penalty: 5982.451172
	Iteration 9Q: 3 clusters Score -2.434879e+07 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136162 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -24351156.000000 Penalty: 5982.451172
	Iteration 10Q: 3 clusters Score -2.435116e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135249 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -24351722.000000 Penalty: 5982.451172
	Iteration 11Q: 3 clusters Score -2.435172e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134228 members 
Mstep: Class 2 contains 38832 members 
Entering Unmasked Estep 
Score: -24351746.000000 Penalty: 5982.451172
	Iteration 12Q: 3 clusters Score -2.435175e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133113 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -24351690.000000 Penalty: 5982.451172
	Iteration 13Q: 3 clusters Score -2.435169e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131972 members 
Mstep: Class 2 contains 41088 members 
Entering Unmasked Estep 
Score: -24351728.000000 Penalty: 5982.451172
	Iteration 14Q: 3 clusters Score -2.435173e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130803 members 
Mstep: Class 2 contains 42257 members 
Entering Unmasked Estep 
Score: -24351672.000000 Penalty: 5982.451172
	Iteration 15Q: 3 clusters Score -2.435167e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129592 members 
Mstep: Class 2 contains 43468 members 
Entering Unmasked Estep 
Score: -24351578.000000 Penalty: 5982.451172
	Iteration 16Q: 3 clusters Score -2.435158e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128324 members 
Mstep: Class 2 contains 44736 members 
Entering Unmasked Estep 
Score: -24351558.000000 Penalty: 5982.451172
	Iteration 17Q: 3 clusters Score -2.435156e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127001 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -24351586.000000 Penalty: 5982.451172
	Iteration 18Q: 3 clusters Score -2.435159e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125626 members 
Mstep: Class 2 contains 47434 members 
Entering Unmasked Estep 
Score: -24351576.000000 Penalty: 5982.451172
	Iteration 19Q: 3 clusters Score -2.435158e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124188 members 
Mstep: Class 2 contains 48872 members 
Entering Unmasked Estep 
Score: -24351658.000000 Penalty: 5982.451172
	Iteration 20F: 3 clusters Score -2.435166e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122752 members 
Mstep: Class 2 contains 50308 members 
Entering Unmasked Estep 
Score: -24351648.000000 Penalty: 5982.451172
	Iteration 21Q: 3 clusters Score -2.435165e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121274 members 
Mstep: Class 2 contains 51786 members 
Entering Unmasked Estep 
Score: -24351738.000000 Penalty: 5982.451172
	Iteration 22Q: 3 clusters Score -2.435174e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119788 members 
Mstep: Class 2 contains 53272 members 
Entering Unmasked Estep 
Score: -24351688.000000 Penalty: 5982.451172
	Iteration 23Q: 3 clusters Score -2.435169e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118168 members 
Mstep: Class 2 contains 54892 members 
Entering Unmasked Estep 
Score: -24351700.000000 Penalty: 5982.451172
	Iteration 24Q: 3 clusters Score -2.43517e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116481 members 
Mstep: Class 2 contains 56579 members 
Entering Unmasked Estep 
Score: -24351678.000000 Penalty: 5982.451172
	Iteration 25Q: 3 clusters Score -2.435168e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114747 members 
Mstep: Class 2 contains 58313 members 
Entering Unmasked Estep 
Score: -24351830.000000 Penalty: 5982.451172
	Iteration 26Q: 3 clusters Score -2.435183e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112975 members 
Mstep: Class 2 contains 60085 members 
Entering Unmasked Estep 
Score: -24351952.000000 Penalty: 5982.451172
	Iteration 27Q: 3 clusters Score -2.435195e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111094 members 
Mstep: Class 2 contains 61966 members 
Entering Unmasked Estep 
Score: -24352206.000000 Penalty: 5982.451172
	Iteration 28Q: 3 clusters Score -2.435221e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109222 members 
Mstep: Class 2 contains 63838 members 
Entering Unmasked Estep 
Score: -24352314.000000 Penalty: 5982.451172
	Iteration 29Q: 3 clusters Score -2.435231e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107363 members 
Mstep: Class 2 contains 65697 members 
Entering Unmasked Estep 
Score: -24352514.000000 Penalty: 5982.451172
	Iteration 30Q: 3 clusters Score -2.435251e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105450 members 
Mstep: Class 2 contains 67610 members 
Entering Unmasked Estep 
Score: -24352678.000000 Penalty: 5982.451172
	Iteration 31Q: 3 clusters Score -2.435268e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103502 members 
Mstep: Class 2 contains 69558 members 
Entering Unmasked Estep 
Score: -24352894.000000 Penalty: 5982.451172
	Iteration 32Q: 3 clusters Score -2.435289e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101521 members 
Mstep: Class 2 contains 71539 members 
Entering Unmasked Estep 
Score: -24353248.000000 Penalty: 5982.451172
	Iteration 33Q: 3 clusters Score -2.435325e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99553 members 
Mstep: Class 2 contains 73507 members 
Entering Unmasked Estep 
Score: -24353666.000000 Penalty: 5982.451172
	Iteration 34Q: 3 clusters Score -2.435367e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97683 members 
Mstep: Class 2 contains 75377 members 
Entering Unmasked Estep 
Score: -24353970.000000 Penalty: 5982.451172
	Iteration 35Q: 3 clusters Score -2.435397e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95852 members 
Mstep: Class 2 contains 77208 members 
Entering Unmasked Estep 
Score: -24354386.000000 Penalty: 5982.451172
	Iteration 36Q: 3 clusters Score -2.435439e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94004 members 
Mstep: Class 2 contains 79056 members 
Entering Unmasked Estep 
Score: -24354696.000000 Penalty: 5982.451172
	Iteration 37Q: 3 clusters Score -2.43547e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92113 members 
Mstep: Class 2 contains 80947 members 
Entering Unmasked Estep 
Score: -24355072.000000 Penalty: 5982.451172
	Iteration 38Q: 3 clusters Score -2.435507e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90309 members 
Mstep: Class 2 contains 82751 members 
Entering Unmasked Estep 
Score: -24355512.000000 Penalty: 5982.451172
	Iteration 39Q: 3 clusters Score -2.435551e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88501 members 
Mstep: Class 2 contains 84559 members 
Entering Unmasked Estep 
Score: -24355666.000000 Penalty: 5982.451172
	Iteration 40F: 3 clusters Score -2.435567e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86532 members 
Mstep: Class 2 contains 86528 members 
Entering Unmasked Estep 
Score: -24356070.000000 Penalty: 5982.451172
	Iteration 41Q: 3 clusters Score -2.435607e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84601 members 
Mstep: Class 2 contains 88459 members 
Entering Unmasked Estep 
Score: -24356540.000000 Penalty: 5982.451172
	Iteration 42Q: 3 clusters Score -2.435654e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82650 members 
Mstep: Class 2 contains 90410 members 
Entering Unmasked Estep 
Score: -24356790.000000 Penalty: 5982.451172
	Iteration 43Q: 3 clusters Score -2.435679e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80510 members 
Mstep: Class 2 contains 92550 members 
Entering Unmasked Estep 
Score: -24357268.000000 Penalty: 5982.451172
	Iteration 44Q: 3 clusters Score -2.435727e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78199 members 
Mstep: Class 2 contains 94861 members 
Entering Unmasked Estep 
Score: -24357642.000000 Penalty: 5982.451172
	Iteration 45Q: 3 clusters Score -2.435764e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75793 members 
Mstep: Class 2 contains 97267 members 
Entering Unmasked Estep 
Score: -24358160.000000 Penalty: 5982.451172
	Iteration 46Q: 3 clusters Score -2.435816e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73299 members 
Mstep: Class 2 contains 99761 members 
Entering Unmasked Estep 
Score: -24358784.000000 Penalty: 5982.451172
	Iteration 47Q: 3 clusters Score -2.435878e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70678 members 
Mstep: Class 2 contains 102382 members 
Entering Unmasked Estep 
Score: -24359486.000000 Penalty: 5982.451172
	Iteration 48Q: 3 clusters Score -2.435949e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68080 members 
Mstep: Class 2 contains 104980 members 
Entering Unmasked Estep 
Score: -24360320.000000 Penalty: 5982.451172
	Iteration 49Q: 3 clusters Score -2.436032e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65503 members 
Mstep: Class 2 contains 107557 members 
Entering Unmasked Estep 
Score: -24360970.000000 Penalty: 5982.451172
	Iteration 50Q: 3 clusters Score -2.436097e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63022 members 
Mstep: Class 2 contains 110038 members 
Entering Unmasked Estep 
Score: -24361542.000000 Penalty: 5982.451172
	Iteration 51Q: 3 clusters Score -2.436154e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60635 members 
Mstep: Class 2 contains 112425 members 
Entering Unmasked Estep 
Score: -24361770.000000 Penalty: 5982.451172
	Iteration 52Q: 3 clusters Score -2.436177e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58464 members 
Mstep: Class 2 contains 114596 members 
Entering Unmasked Estep 
Score: -24361910.000000 Penalty: 5982.451172
	Iteration 53Q: 3 clusters Score -2.436191e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56567 members 
Mstep: Class 2 contains 116493 members 
Entering Unmasked Estep 
Score: -24362144.000000 Penalty: 5982.451172
	Iteration 54Q: 3 clusters Score -2.436214e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54821 members 
Mstep: Class 2 contains 118239 members 
Entering Unmasked Estep 
Score: -24362182.000000 Penalty: 5982.451172
	Iteration 55Q: 3 clusters Score -2.436218e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53301 members 
Mstep: Class 2 contains 119759 members 
Entering Unmasked Estep 
Score: -24362158.000000 Penalty: 5982.451172
	Iteration 56Q: 3 clusters Score -2.436216e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51935 members 
Mstep: Class 2 contains 121125 members 
Entering Unmasked Estep 
Score: -24362162.000000 Penalty: 5982.451172
	Iteration 57Q: 3 clusters Score -2.436216e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50702 members 
Mstep: Class 2 contains 122358 members 
Entering Unmasked Estep 
Score: -24361988.000000 Penalty: 5982.451172
	Iteration 58Q: 3 clusters Score -2.436199e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49578 members 
Mstep: Class 2 contains 123482 members 
Entering Unmasked Estep 
Score: -24362066.000000 Penalty: 5982.451172
	Iteration 59Q: 3 clusters Score -2.436207e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48553 members 
Mstep: Class 2 contains 124507 members 
Entering Unmasked Estep 
Score: -24362886.000000 Penalty: 5982.451172
	Iteration 60F: 3 clusters Score -2.436289e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46856 members 
Mstep: Class 2 contains 126204 members 
Entering Unmasked Estep 
Score: -24363094.000000 Penalty: 5982.451172
	Iteration 61Q: 3 clusters Score -2.436309e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45282 members 
Mstep: Class 2 contains 127778 members 
Entering Unmasked Estep 
Score: -24363078.000000 Penalty: 5982.451172
	Iteration 62Q: 3 clusters Score -2.436308e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43732 members 
Mstep: Class 2 contains 129328 members 
Entering Unmasked Estep 
Score: -24363168.000000 Penalty: 5982.451172
	Iteration 63Q: 3 clusters Score -2.436317e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 130775 members 
Entering Unmasked Estep 
Score: -24363082.000000 Penalty: 5982.451172
	Iteration 64Q: 3 clusters Score -2.436308e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 132153 members 
Entering Unmasked Estep 
Score: -24363000.000000 Penalty: 5982.451172
	Iteration 65Q: 3 clusters Score -2.4363e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 133477 members 
Entering Unmasked Estep 
Score: -24363132.000000 Penalty: 5982.451172
	Iteration 66Q: 3 clusters Score -2.436313e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 134798 members 
Entering Unmasked Estep 
Score: -24363318.000000 Penalty: 5982.451172
	Iteration 67Q: 3 clusters Score -2.436332e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 136082 members 
Entering Unmasked Estep 
Score: -24363222.000000 Penalty: 5982.451172
	Iteration 68Q: 3 clusters Score -2.436322e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 137326 members 
Entering Unmasked Estep 
Score: -24363268.000000 Penalty: 5982.451172
	Iteration 69Q: 3 clusters Score -2.436327e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 138580 members 
Entering Unmasked Estep 
Score: -24363250.000000 Penalty: 5982.451172
	Iteration 70Q: 3 clusters Score -2.436325e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 139761 members 
Entering Unmasked Estep 
Score: -24363266.000000 Penalty: 5982.451172
	Iteration 71Q: 3 clusters Score -2.436327e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 140984 members 
Entering Unmasked Estep 
Score: -24363416.000000 Penalty: 5982.451172
	Iteration 72Q: 3 clusters Score -2.436342e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 142194 members 
Entering Unmasked Estep 
Score: -24363576.000000 Penalty: 5982.451172
	Iteration 73Q: 3 clusters Score -2.436358e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 143400 members 
Entering Unmasked Estep 
Score: -24363732.000000 Penalty: 5982.451172
	Iteration 74Q: 3 clusters Score -2.436373e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 144623 members 
Entering Unmasked Estep 
Score: -24363950.000000 Penalty: 5982.451172
	Iteration 75Q: 3 clusters Score -2.436395e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 145827 members 
Entering Unmasked Estep 
Score: -24364142.000000 Penalty: 5982.451172
	Iteration 76Q: 3 clusters Score -2.436414e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 147004 members 
Entering Unmasked Estep 
Score: -24364376.000000 Penalty: 5982.451172
	Iteration 77Q: 3 clusters Score -2.436438e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 148163 members 
Entering Unmasked Estep 
Score: -24364674.000000 Penalty: 5982.451172
	Iteration 78Q: 3 clusters Score -2.436467e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 149311 members 
Entering Unmasked Estep 
Score: -24364866.000000 Penalty: 5982.451172
	Iteration 79Q: 3 clusters Score -2.436487e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 150479 members 
Entering Unmasked Estep 
Score: -24365092.000000 Penalty: 5982.451172
	Iteration 80F: 3 clusters Score -2.436509e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 151623 members 
Entering Unmasked Estep 
Score: -24365668.000000 Penalty: 5982.451172
	Iteration 81Q: 3 clusters Score -2.436567e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 152828 members 
Entering Unmasked Estep 
Score: -24366346.000000 Penalty: 5982.451172
	Iteration 82Q: 3 clusters Score -2.436635e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 154140 members 
Entering Unmasked Estep 
Score: -24367174.000000 Penalty: 5982.451172
	Iteration 83Q: 3 clusters Score -2.436717e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 155568 members 
Entering Unmasked Estep 
Score: -24368460.000000 Penalty: 5982.451172
	Iteration 84Q: 3 clusters Score -2.436846e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 157074 members 
Entering Unmasked Estep 
Score: -24369804.000000 Penalty: 5982.451172
	Iteration 85Q: 3 clusters Score -2.43698e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 158702 members 
Entering Unmasked Estep 
Score: -24370880.000000 Penalty: 5982.451172
	Iteration 86Q: 3 clusters Score -2.437088e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 160367 members 
Entering Unmasked Estep 
Score: -24372132.000000 Penalty: 5982.451172
	Iteration 87Q: 3 clusters Score -2.437213e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 162043 members 
Entering Unmasked Estep 
Score: -24373270.000000 Penalty: 5982.451172
	Iteration 88Q: 3 clusters Score -2.437327e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 163662 members 
Entering Unmasked Estep 
Score: -24374292.000000 Penalty: 5982.451172
	Iteration 89Q: 3 clusters Score -2.437429e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 165123 members 
Entering Unmasked Estep 
Score: -24374980.000000 Penalty: 5982.451172
	Iteration 90Q: 3 clusters Score -2.437498e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 166405 members 
Entering Unmasked Estep 
Score: -24375446.000000 Penalty: 5982.451172
	Iteration 91Q: 3 clusters Score -2.437545e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 167441 members 
Entering Unmasked Estep 
Score: -24375712.000000 Penalty: 5982.451172
	Iteration 92Q: 3 clusters Score -2.437571e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 168261 members 
Entering Unmasked Estep 
Score: -24375986.000000 Penalty: 5982.451172
	Iteration 93Q: 3 clusters Score -2.437599e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 168926 members 
Entering Unmasked Estep 
Score: -24376170.000000 Penalty: 5982.451172
	Iteration 94Q: 3 clusters Score -2.437617e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 169458 members 
Entering Unmasked Estep 
Score: -24376154.000000 Penalty: 5982.451172
	Iteration 95Q: 3 clusters Score -2.437615e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 169848 members 
Entering Unmasked Estep 
Score: -24376228.000000 Penalty: 5982.451172
	Iteration 96Q: 3 clusters Score -2.437623e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 170155 members 
Entering Unmasked Estep 
Score: -24376234.000000 Penalty: 5982.451172
	Iteration 97Q: 3 clusters Score -2.437623e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 170409 members 
Entering Unmasked Estep 
Score: -24376158.000000 Penalty: 5982.451172
	Iteration 98Q: 3 clusters Score -2.437616e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 170608 members 
Entering Unmasked Estep 
Score: -24376160.000000 Penalty: 5982.451172
	Iteration 99Q: 3 clusters Score -2.437616e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 170757 members 
Entering Unmasked Estep 
Score: -24376114.000000 Penalty: 5982.451172
	Iteration 100F: 3 clusters Score -2.437611e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 170873 members 
Entering Unmasked Estep 
Score: -24376092.000000 Penalty: 5982.451172
	Iteration 101Q: 3 clusters Score -2.437609e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 170962 members 
Entering Unmasked Estep 
Score: -24376032.000000 Penalty: 5982.451172
	Iteration 102Q: 3 clusters Score -2.437603e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 171022 members 
Entering Unmasked Estep 
Score: -24376026.000000 Penalty: 5982.451172
	Iteration 103Q: 3 clusters Score -2.437603e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 171078 members 
Entering Unmasked Estep 
Score: -24375994.000000 Penalty: 5982.451172
	Iteration 104Q: 3 clusters Score -2.437599e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 171110 members 
Entering Unmasked Estep 
Score: -24375980.000000 Penalty: 5982.451172
	Iteration 105Q: 3 clusters Score -2.437598e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 171145 members 
Entering Unmasked Estep 
Score: -24375964.000000 Penalty: 5982.451172
	Iteration 106Q: 3 clusters Score -2.437596e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 171167 members 
Entering Unmasked Estep 
Score: -24375952.000000 Penalty: 5982.451172
	Iteration 107Q: 3 clusters Score -2.437595e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 171194 members 
Entering Unmasked Estep 
Score: -24375922.000000 Penalty: 5982.451172
	Iteration 108Q: 3 clusters Score -2.437592e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 171207 members 
Entering Unmasked Estep 
Score: -24375912.000000 Penalty: 5982.451172
	Iteration 109Q: 3 clusters Score -2.437591e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 171218 members 
Entering Unmasked Estep 
Score: -24375882.000000 Penalty: 5982.451172
	Iteration 110Q: 3 clusters Score -2.437588e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 171235 members 
Entering Unmasked Estep 
Score: -24375916.000000 Penalty: 5982.451172
	Iteration 111Q: 3 clusters Score -2.437592e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 171250 members 
Entering Unmasked Estep 
Score: -24375924.000000 Penalty: 5982.451172
	Iteration 112Q: 3 clusters Score -2.437592e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 171264 members 
Entering Unmasked Estep 
Score: -24375942.000000 Penalty: 5982.451172
	Iteration 113Q: 3 clusters Score -2.437594e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 171278 members 
Entering Unmasked Estep 
Score: -24375920.000000 Penalty: 5982.451172
	Iteration 114Q: 3 clusters Score -2.437592e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 171294 members 
Entering Unmasked Estep 
Score: -24375930.000000 Penalty: 5982.451172
	Iteration 115Q: 3 clusters Score -2.437593e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 171311 members 
Entering Unmasked Estep 
Score: -24375912.000000 Penalty: 5982.451172
	Iteration 116Q: 3 clusters Score -2.437591e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 171320 members 
Entering Unmasked Estep 
Score: -24375910.000000 Penalty: 5982.451172
	Iteration 117Q: 3 clusters Score -2.437591e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 171326 members 
Entering Unmasked Estep 
Score: -24375900.000000 Penalty: 5982.451172
	Iteration 118Q: 3 clusters Score -2.43759e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 171331 members 
Entering Unmasked Estep 
Score: -24375900.000000 Penalty: 5982.451172
	Iteration 119Q: 3 clusters Score -2.43759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 171337 members 
Entering Unmasked Estep 
Score: -24375916.000000 Penalty: 5982.451172
	Iteration 120F: 3 clusters Score -2.437592e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 171347 members 
Entering Unmasked Estep 
Score: -24375900.000000 Penalty: 5982.451172
	Iteration 121Q: 3 clusters Score -2.43759e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 171349 members 
Entering Unmasked Estep 
Score: -24375894.000000 Penalty: 5982.451172
	Iteration 122Q: 3 clusters Score -2.437589e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 171353 members 
Entering Unmasked Estep 
Score: -24375922.000000 Penalty: 5982.451172
	Iteration 123Q: 3 clusters Score -2.437592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 171357 members 
Entering Unmasked Estep 
Score: -24375902.000000 Penalty: 5982.451172
	Iteration 124Q: 3 clusters Score -2.43759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 171360 members 
Entering Unmasked Estep 
Score: -24375910.000000 Penalty: 5982.451172
	Iteration 125Q: 3 clusters Score -2.437591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 171361 members 
Entering Unmasked Estep 
Score: -24375920.000000 Penalty: 5982.451172
	Iteration 126Q: 3 clusters Score -2.437592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 171362 members 
Entering Unmasked Estep 
Score: -24375922.000000 Penalty: 5982.451172
	Iteration 127Q: 3 clusters Score -2.437592e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 171362 members 
Entering Unmasked Estep 
Score: -24375924.000000 Penalty: 5982.451172
	Iteration 128Q: 3 clusters Score -2.437592e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 171362 members 
Entering Unmasked Estep 
Score: -24375924.000000 Penalty: 5982.451172
	Iteration 129F: 3 clusters Score -2.437592e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (34611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Entering Unmasked Estep 
Score: -4909666.000000 Penalty: 2592.077881
	Iteration 0F: 2 clusters Score -4909666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -4886187.000000 Penalty: 5184.155762
	Iteration 0F: 3 clusters Score -4886187 nChanged 15695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -4894605.000000 Penalty: 5184.155762
	Iteration 1F: 3 clusters Score -4894605 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -4895196.500000 Penalty: 5184.155762
	Iteration 2Q: 3 clusters Score -4895196 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -4895813.500000 Penalty: 5184.155762
	Iteration 3Q: 3 clusters Score -4895814 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -4896617.500000 Penalty: 5184.155762
	Iteration 4Q: 3 clusters Score -4896618 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -4897711.500000 Penalty: 5184.155762
	Iteration 5F: 3 clusters Score -4897712 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -4899383.000000 Penalty: 5184.155762
	Iteration 6F: 3 clusters Score -4899383 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -4901505.000000 Penalty: 5184.155762
	Iteration 7F: 3 clusters Score -4901505 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -4903691.000000 Penalty: 5184.155762
	Iteration 8F: 3 clusters Score -4903691 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -4905303.500000 Penalty: 5184.155762
	Iteration 9F: 3 clusters Score -4905304 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4906304.000000 Penalty: 5184.155762
	Iteration 10Q: 3 clusters Score -4906304 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33619 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4906782.500000 Penalty: 5184.155762
	Iteration 11Q: 3 clusters Score -4906782 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4907077.000000 Penalty: 5184.155762
	Iteration 12Q: 3 clusters Score -4907077 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4907212.000000 Penalty: 5184.155762
	Iteration 13Q: 3 clusters Score -4907212 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4907289.500000 Penalty: 5184.155762
	Iteration 14Q: 3 clusters Score -4907290 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4907348.000000 Penalty: 5184.155762
	Iteration 15Q: 3 clusters Score -4907348 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4907379.000000 Penalty: 5184.155762
	Iteration 16Q: 3 clusters Score -4907379 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4907402.000000 Penalty: 5184.155762
	Iteration 17Q: 3 clusters Score -4907402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4907413.000000 Penalty: 5184.155762
	Iteration 18Q: 3 clusters Score -4907413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4907417.000000 Penalty: 5184.155762
	Iteration 19Q: 3 clusters Score -4907417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4907417.000000 Penalty: 5184.155762
	Iteration 20F: 3 clusters Score -4907417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34237 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4907417.500000 Penalty: 5184.155762
	Iteration 21Q: 3 clusters Score -4907418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4907415.000000 Penalty: 5184.155762
	Iteration 22Q: 3 clusters Score -4907415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4907415.000000 Penalty: 5184.155762
	Iteration 23F: 3 clusters Score -4907415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Entering Unmasked Estep 
Score: -14176.211914 Penalty: 1234.229980
	Iteration 0F: 2 clusters Score -14176.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -13258.555664 Penalty: 2468.459961
	Iteration 0F: 3 clusters Score -13258.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -13306.615234 Penalty: 2468.459961
	Iteration 1F: 3 clusters Score -13306.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -13325.034180 Penalty: 2468.459961
	Iteration 2Q: 3 clusters Score -13325.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -13325.034180 Penalty: 2468.459961
	Iteration 3F: 3 clusters Score -13325.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (92058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92058 members 
Entering Unmasked Estep 
Score: -13040066.000000 Penalty: 2834.683105
	Iteration 0F: 2 clusters Score -1.304007e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 45916 members 
Entering Unmasked Estep 
Score: -12978892.000000 Penalty: 5669.366211
	Iteration 0F: 3 clusters Score -1.297889e+07 nChanged 43439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47537 members 
Mstep: Class 2 contains 44521 members 
Entering Unmasked Estep 
Score: -13003772.000000 Penalty: 5669.366211
	Iteration 1F: 3 clusters Score -1.300377e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48196 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
Score: -13004763.000000 Penalty: 5669.366211
	Iteration 2Q: 3 clusters Score -1.300476e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49121 members 
Mstep: Class 2 contains 42937 members 
Entering Unmasked Estep 
Score: -13006135.000000 Penalty: 5669.366211
	Iteration 3Q: 3 clusters Score -1.300614e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50417 members 
Mstep: Class 2 contains 41641 members 
Entering Unmasked Estep 
Score: -13007689.000000 Penalty: 5669.366211
	Iteration 4Q: 3 clusters Score -1.300769e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52283 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -13009788.000000 Penalty: 5669.366211
	Iteration 5Q: 3 clusters Score -1.300979e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54677 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -13012348.000000 Penalty: 5669.366211
	Iteration 6F: 3 clusters Score -1.301235e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57715 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -13015377.000000 Penalty: 5669.366211
	Iteration 7F: 3 clusters Score -1.301538e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61183 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -13019122.000000 Penalty: 5669.366211
	Iteration 8F: 3 clusters Score -1.301912e+07 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64519 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -13022812.000000 Penalty: 5669.366211
	Iteration 9F: 3 clusters Score -1.302281e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67433 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -13025924.000000 Penalty: 5669.366211
	Iteration 10F: 3 clusters Score -1.302592e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69728 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -13027967.000000 Penalty: 5669.366211
	Iteration 11Q: 3 clusters Score -1.302797e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71608 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -13029290.000000 Penalty: 5669.366211
	Iteration 12Q: 3 clusters Score -1.302929e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73273 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -13030242.000000 Penalty: 5669.366211
	Iteration 13Q: 3 clusters Score -1.303024e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74850 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -13031145.000000 Penalty: 5669.366211
	Iteration 14Q: 3 clusters Score -1.303114e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76337 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -13032093.000000 Penalty: 5669.366211
	Iteration 15Q: 3 clusters Score -1.303209e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77748 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -13033085.000000 Penalty: 5669.366211
	Iteration 16Q: 3 clusters Score -1.303308e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79049 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -13034006.000000 Penalty: 5669.366211
	Iteration 17Q: 3 clusters Score -1.303401e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80112 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -13034981.000000 Penalty: 5669.366211
	Iteration 18Q: 3 clusters Score -1.303498e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81006 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -13035867.000000 Penalty: 5669.366211
	Iteration 19Q: 3 clusters Score -1.303587e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81692 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -13036667.000000 Penalty: 5669.366211
	Iteration 20F: 3 clusters Score -1.303667e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82217 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -13037293.000000 Penalty: 5669.366211
	Iteration 21Q: 3 clusters Score -1.303729e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82603 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -13037671.000000 Penalty: 5669.366211
	Iteration 22Q: 3 clusters Score -1.303767e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82859 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -13037853.000000 Penalty: 5669.366211
	Iteration 23Q: 3 clusters Score -1.303785e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83082 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -13037986.000000 Penalty: 5669.366211
	Iteration 24Q: 3 clusters Score -1.303799e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83276 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -13038058.000000 Penalty: 5669.366211
	Iteration 25Q: 3 clusters Score -1.303806e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83449 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -13038110.000000 Penalty: 5669.366211
	Iteration 26Q: 3 clusters Score -1.303811e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83604 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -13038146.000000 Penalty: 5669.366211
	Iteration 27Q: 3 clusters Score -1.303815e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83711 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -13038153.000000 Penalty: 5669.366211
	Iteration 28Q: 3 clusters Score -1.303815e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83798 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -13038151.000000 Penalty: 5669.366211
	Iteration 29Q: 3 clusters Score -1.303815e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83872 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -13038162.000000 Penalty: 5669.366211
	Iteration 30Q: 3 clusters Score -1.303816e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83941 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -13038185.000000 Penalty: 5669.366211
	Iteration 31Q: 3 clusters Score -1.303818e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83993 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -13038190.000000 Penalty: 5669.366211
	Iteration 32Q: 3 clusters Score -1.303819e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84047 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -13038183.000000 Penalty: 5669.366211
	Iteration 33Q: 3 clusters Score -1.303818e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84093 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -13038163.000000 Penalty: 5669.366211
	Iteration 34Q: 3 clusters Score -1.303816e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84128 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -13038174.000000 Penalty: 5669.366211
	Iteration 35Q: 3 clusters Score -1.303817e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84163 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -13038186.000000 Penalty: 5669.366211
	Iteration 36Q: 3 clusters Score -1.303819e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84187 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -13038172.000000 Penalty: 5669.366211
	Iteration 37Q: 3 clusters Score -1.303817e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84199 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -13038171.000000 Penalty: 5669.366211
	Iteration 38Q: 3 clusters Score -1.303817e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84206 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -13038163.000000 Penalty: 5669.366211
	Iteration 39Q: 3 clusters Score -1.303816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84211 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -13038170.000000 Penalty: 5669.366211
	Iteration 40F: 3 clusters Score -1.303817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84214 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -13038172.000000 Penalty: 5669.366211
	Iteration 41Q: 3 clusters Score -1.303817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84218 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -13038167.000000 Penalty: 5669.366211
	Iteration 42Q: 3 clusters Score -1.303817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84222 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -13038160.000000 Penalty: 5669.366211
	Iteration 43Q: 3 clusters Score -1.303816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84222 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -13038154.000000 Penalty: 5669.366211
	Iteration 44Q: 3 clusters Score -1.303815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84222 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -13038156.000000 Penalty: 5669.366211
	Iteration 45Q: 3 clusters Score -1.303816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84223 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -13038146.000000 Penalty: 5669.366211
	Iteration 46Q: 3 clusters Score -1.303815e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84223 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -13038146.000000 Penalty: 5669.366211
	Iteration 47F: 3 clusters Score -1.303815e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Entering Unmasked Estep 
Score: -3790570.000000 Penalty: 2527.096680
	Iteration 0F: 2 clusters Score -3790570 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 13478 members 
Entering Unmasked Estep 
Score: -3772310.250000 Penalty: 5054.193359
	Iteration 0F: 3 clusters Score -3772310 nChanged 11916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -3778666.750000 Penalty: 5054.193359
	Iteration 1F: 3 clusters Score -3778667 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -3779095.750000 Penalty: 5054.193359
	Iteration 2Q: 3 clusters Score -3779096 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -3779553.750000 Penalty: 5054.193359
	Iteration 3Q: 3 clusters Score -3779554 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -3780125.250000 Penalty: 5054.193359
	Iteration 4Q: 3 clusters Score -3780125 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -3780902.750000 Penalty: 5054.193359
	Iteration 5F: 3 clusters Score -3780903 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -3782094.500000 Penalty: 5054.193359
	Iteration 6F: 3 clusters Score -3782094 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -3783687.000000 Penalty: 5054.193359
	Iteration 7F: 3 clusters Score -3783687 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -3785482.750000 Penalty: 5054.193359
	Iteration 8F: 3 clusters Score -3785483 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -3786969.250000 Penalty: 5054.193359
	Iteration 9F: 3 clusters Score -3786969 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -3787784.750000 Penalty: 5054.193359
	Iteration 10Q: 3 clusters Score -3787785 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -3788085.500000 Penalty: 5054.193359
	Iteration 11Q: 3 clusters Score -3788086 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -3788216.000000 Penalty: 5054.193359
	Iteration 12Q: 3 clusters Score -3788216 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -3788291.500000 Penalty: 5054.193359
	Iteration 13Q: 3 clusters Score -3788292 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -3788360.500000 Penalty: 5054.193359
	Iteration 14Q: 3 clusters Score -3788360 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -3788406.250000 Penalty: 5054.193359
	Iteration 15Q: 3 clusters Score -3788406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -3788431.750000 Penalty: 5054.193359
	Iteration 16Q: 3 clusters Score -3788432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -3788445.500000 Penalty: 5054.193359
	Iteration 17Q: 3 clusters Score -3788446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -3788458.750000 Penalty: 5054.193359
	Iteration 18Q: 3 clusters Score -3788459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -3788460.250000 Penalty: 5054.193359
	Iteration 19Q: 3 clusters Score -3788460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -3788463.500000 Penalty: 5054.193359
	Iteration 20F: 3 clusters Score -3788464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (156785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156785 members 
Entering Unmasked Estep 
Score: -21889230.000000 Penalty: 2966.732422
	Iteration 0F: 2 clusters Score -2.188923e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78548 members 
Mstep: Class 2 contains 78237 members 
Entering Unmasked Estep 
Score: -21784686.000000 Penalty: 5933.464844
	Iteration 0F: 3 clusters Score -2.178469e+07 nChanged 75114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81502 members 
Mstep: Class 2 contains 75283 members 
Entering Unmasked Estep 
Score: -21829014.000000 Penalty: 5933.464844
	Iteration 1F: 3 clusters Score -2.182901e+07 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83485 members 
Mstep: Class 2 contains 73300 members 
Entering Unmasked Estep 
Score: -21830464.000000 Penalty: 5933.464844
	Iteration 2Q: 3 clusters Score -2.183046e+07 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86845 members 
Mstep: Class 2 contains 69940 members 
Entering Unmasked Estep 
Score: -21832720.000000 Penalty: 5933.464844
	Iteration 3Q: 3 clusters Score -2.183272e+07 nChanged 8223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91976 members 
Mstep: Class 2 contains 64809 members 
Entering Unmasked Estep 
Score: -21836724.000000 Penalty: 5933.464844
	Iteration 4F: 3 clusters Score -2.183672e+07 nChanged 10620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99404 members 
Mstep: Class 2 contains 57381 members 
Entering Unmasked Estep 
Score: -21843602.000000 Penalty: 5933.464844
	Iteration 5F: 3 clusters Score -2.18436e+07 nChanged 12520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108998 members 
Mstep: Class 2 contains 47787 members 
Entering Unmasked Estep 
Score: -21853408.000000 Penalty: 5933.464844
	Iteration 6F: 3 clusters Score -2.185341e+07 nChanged 12661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119009 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -21866092.000000 Penalty: 5933.464844
	Iteration 7F: 3 clusters Score -2.186609e+07 nChanged 9727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125918 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -21876746.000000 Penalty: 5933.464844
	Iteration 8F: 3 clusters Score -2.187675e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129098 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -21881150.000000 Penalty: 5933.464844
	Iteration 9Q: 3 clusters Score -2.188115e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131204 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -21882774.000000 Penalty: 5933.464844
	Iteration 10Q: 3 clusters Score -2.188277e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133045 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -21883628.000000 Penalty: 5933.464844
	Iteration 11Q: 3 clusters Score -2.188363e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134787 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -21884400.000000 Penalty: 5933.464844
	Iteration 12Q: 3 clusters Score -2.18844e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136357 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -21884900.000000 Penalty: 5933.464844
	Iteration 13Q: 3 clusters Score -2.18849e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137795 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -21885290.000000 Penalty: 5933.464844
	Iteration 14Q: 3 clusters Score -2.188529e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139081 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -21885584.000000 Penalty: 5933.464844
	Iteration 15Q: 3 clusters Score -2.188558e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140266 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -21885922.000000 Penalty: 5933.464844
	Iteration 16Q: 3 clusters Score -2.188592e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141358 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -21886172.000000 Penalty: 5933.464844
	Iteration 17Q: 3 clusters Score -2.188617e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142350 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -21886384.000000 Penalty: 5933.464844
	Iteration 18Q: 3 clusters Score -2.188638e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143248 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -21886582.000000 Penalty: 5933.464844
	Iteration 19Q: 3 clusters Score -2.188658e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144045 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -21886656.000000 Penalty: 5933.464844
	Iteration 20F: 3 clusters Score -2.188666e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144789 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -21886796.000000 Penalty: 5933.464844
	Iteration 21Q: 3 clusters Score -2.18868e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145502 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -21886892.000000 Penalty: 5933.464844
	Iteration 22Q: 3 clusters Score -2.188689e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146144 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -21887014.000000 Penalty: 5933.464844
	Iteration 23Q: 3 clusters Score -2.188701e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146719 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -21887142.000000 Penalty: 5933.464844
	Iteration 24Q: 3 clusters Score -2.188714e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147240 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -21887192.000000 Penalty: 5933.464844
	Iteration 25Q: 3 clusters Score -2.188719e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147689 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -21887242.000000 Penalty: 5933.464844
	Iteration 26Q: 3 clusters Score -2.188724e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148090 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -21887360.000000 Penalty: 5933.464844
	Iteration 27Q: 3 clusters Score -2.188736e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148436 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -21887352.000000 Penalty: 5933.464844
	Iteration 28Q: 3 clusters Score -2.188735e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148724 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -21887330.000000 Penalty: 5933.464844
	Iteration 29Q: 3 clusters Score -2.188733e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148994 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -21887362.000000 Penalty: 5933.464844
	Iteration 30Q: 3 clusters Score -2.188736e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149235 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -21887386.000000 Penalty: 5933.464844
	Iteration 31Q: 3 clusters Score -2.188739e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149454 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -21887410.000000 Penalty: 5933.464844
	Iteration 32Q: 3 clusters Score -2.188741e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149654 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -21887488.000000 Penalty: 5933.464844
	Iteration 33Q: 3 clusters Score -2.188749e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149828 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -21887480.000000 Penalty: 5933.464844
	Iteration 34Q: 3 clusters Score -2.188748e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150004 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -21887480.000000 Penalty: 5933.464844
	Iteration 35Q: 3 clusters Score -2.188748e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150178 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -21887476.000000 Penalty: 5933.464844
	Iteration 36Q: 3 clusters Score -2.188748e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150345 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -21887484.000000 Penalty: 5933.464844
	Iteration 37Q: 3 clusters Score -2.188748e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150496 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -21887518.000000 Penalty: 5933.464844
	Iteration 38Q: 3 clusters Score -2.188752e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150633 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -21887558.000000 Penalty: 5933.464844
	Iteration 39Q: 3 clusters Score -2.188756e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150760 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -21887594.000000 Penalty: 5933.464844
	Iteration 40F: 3 clusters Score -2.188759e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150872 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -21887604.000000 Penalty: 5933.464844
	Iteration 41Q: 3 clusters Score -2.18876e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150970 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -21887572.000000 Penalty: 5933.464844
	Iteration 42Q: 3 clusters Score -2.188757e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151056 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -21887600.000000 Penalty: 5933.464844
	Iteration 43Q: 3 clusters Score -2.18876e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151159 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -21887658.000000 Penalty: 5933.464844
	Iteration 44Q: 3 clusters Score -2.188766e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151255 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -21887632.000000 Penalty: 5933.464844
	Iteration 45Q: 3 clusters Score -2.188763e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151358 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -21887648.000000 Penalty: 5933.464844
	Iteration 46Q: 3 clusters Score -2.188765e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151446 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -21887668.000000 Penalty: 5933.464844
	Iteration 47Q: 3 clusters Score -2.188767e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151532 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -21887678.000000 Penalty: 5933.464844
	Iteration 48Q: 3 clusters Score -2.188768e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151614 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -21887672.000000 Penalty: 5933.464844
	Iteration 49Q: 3 clusters Score -2.188767e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151674 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -21887664.000000 Penalty: 5933.464844
	Iteration 50Q: 3 clusters Score -2.188766e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151728 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -21887660.000000 Penalty: 5933.464844
	Iteration 51Q: 3 clusters Score -2.188766e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151780 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -21887628.000000 Penalty: 5933.464844
	Iteration 52Q: 3 clusters Score -2.188763e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151836 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -21887652.000000 Penalty: 5933.464844
	Iteration 53Q: 3 clusters Score -2.188765e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151884 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -21887668.000000 Penalty: 5933.464844
	Iteration 54Q: 3 clusters Score -2.188767e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151928 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -21887702.000000 Penalty: 5933.464844
	Iteration 55Q: 3 clusters Score -2.18877e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151974 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -21887658.000000 Penalty: 5933.464844
	Iteration 56Q: 3 clusters Score -2.188766e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152006 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -21887678.000000 Penalty: 5933.464844
	Iteration 57Q: 3 clusters Score -2.188768e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152031 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -21887670.000000 Penalty: 5933.464844
	Iteration 58Q: 3 clusters Score -2.188767e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152049 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -21887678.000000 Penalty: 5933.464844
	Iteration 59Q: 3 clusters Score -2.188768e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152070 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -21887670.000000 Penalty: 5933.464844
	Iteration 60F: 3 clusters Score -2.188767e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152095 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -21887680.000000 Penalty: 5933.464844
	Iteration 61Q: 3 clusters Score -2.188768e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152113 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -21887676.000000 Penalty: 5933.464844
	Iteration 62Q: 3 clusters Score -2.188768e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152131 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -21887644.000000 Penalty: 5933.464844
	Iteration 63Q: 3 clusters Score -2.188764e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152156 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -21887648.000000 Penalty: 5933.464844
	Iteration 64Q: 3 clusters Score -2.188765e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152181 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -21887648.000000 Penalty: 5933.464844
	Iteration 65Q: 3 clusters Score -2.188765e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152203 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -21887644.000000 Penalty: 5933.464844
	Iteration 66Q: 3 clusters Score -2.188764e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152224 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -21887634.000000 Penalty: 5933.464844
	Iteration 67Q: 3 clusters Score -2.188763e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152232 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -21887650.000000 Penalty: 5933.464844
	Iteration 68Q: 3 clusters Score -2.188765e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152236 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -21887652.000000 Penalty: 5933.464844
	Iteration 69Q: 3 clusters Score -2.188765e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152238 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -21887658.000000 Penalty: 5933.464844
	Iteration 70Q: 3 clusters Score -2.188766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152240 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -21887638.000000 Penalty: 5933.464844
	Iteration 71Q: 3 clusters Score -2.188764e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152240 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -21887638.000000 Penalty: 5933.464844
	Iteration 72F: 3 clusters Score -2.188764e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -106209.664062 Penalty: 1701.184448
	Iteration 0F: 2 clusters Score -106209.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -104488.414062 Penalty: 3402.368896
	Iteration 0F: 3 clusters Score -104488.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -105512.312500 Penalty: 3402.368896
	Iteration 1F: 3 clusters Score -105512.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -106070.757812 Penalty: 3402.368896
	Iteration 2F: 3 clusters Score -106070.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -106257.500000 Penalty: 3402.368896
	Iteration 3F: 3 clusters Score -106257.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -106344.796875 Penalty: 3402.368896
	Iteration 4Q: 3 clusters Score -106344.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -106400.617188 Penalty: 3402.368896
	Iteration 5Q: 3 clusters Score -106400.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -106442.648438 Penalty: 3402.368896
	Iteration 6Q: 3 clusters Score -106442.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -106489.421875 Penalty: 3402.368896
	Iteration 7Q: 3 clusters Score -106489.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -106647.414062 Penalty: 3402.368896
	Iteration 8Q: 3 clusters Score -106647.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -106809.960938 Penalty: 3402.368896
	Iteration 9Q: 3 clusters Score -106810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -106817.562500 Penalty: 3402.368896
	Iteration 10Q: 3 clusters Score -106817.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -106822.789062 Penalty: 3402.368896
	Iteration 11Q: 3 clusters Score -106822.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -106825.789062 Penalty: 3402.368896
	Iteration 12Q: 3 clusters Score -106825.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -106828.601562 Penalty: 3402.368896
	Iteration 13F: 3 clusters Score -106828.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -106844.242188 Penalty: 3402.368896
	Iteration 14Q: 3 clusters Score -106844.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -106847.375000 Penalty: 3402.368896
	Iteration 15Q: 3 clusters Score -106847.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -106847.375000 Penalty: 3402.368896
	Iteration 16F: 3 clusters Score -106847.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 158199 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8012 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63711 members 
Mstep: Class 6 contains 121735 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2805 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 39379 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17264 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56148 members 
Mstep: Class 16 contains 173060 members 
Mstep: Class 17 contains 34611 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92058 members 
Mstep: Class 20 contains 26633 members 
Mstep: Class 21 contains 156785 members 
Mstep: Class 22 contains 597 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 356 members 
Entering Unmasked Estep 
Score: -132702936.000000 Penalty: 81993.640625
Splitting cluster 22 changes total score from -132704128.000000 to -132702936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -27544.220703 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -27544.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -26420.957031 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -26420.96 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -26622.783203 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -26622.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -26690.816406 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -26690.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -26733.546875 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -26733.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -26743.060547 Penalty: 2688.585449
	Iteration 4Q: 3 clusters Score -26743.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -26743.060547 Penalty: 2688.585449
	Iteration 5F: 3 clusters Score -26743.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 158199 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8012 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63711 members 
Mstep: Class 6 contains 121735 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2805 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 39379 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17264 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56148 members 
Mstep: Class 16 contains 173060 members 
Mstep: Class 17 contains 34611 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92058 members 
Mstep: Class 20 contains 26633 members 
Mstep: Class 21 contains 156785 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704064.000000 Penalty: 78577.234375
Iteration 279Q: 24 clusters Score -1.327041e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 158164 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8017 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63711 members 
Mstep: Class 6 contains 121689 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2806 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 39407 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17263 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56143 members 
Mstep: Class 16 contains 173030 members 
Mstep: Class 17 contains 34609 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92067 members 
Mstep: Class 20 contains 26637 members 
Mstep: Class 21 contains 156857 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704016.000000 Penalty: 78577.234375
Iteration 280F: 24 clusters Score -1.32704e+08 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 158142 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8021 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63722 members 
Mstep: Class 6 contains 121666 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2807 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 39422 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17261 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56123 members 
Mstep: Class 16 contains 173009 members 
Mstep: Class 17 contains 34602 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92052 members 
Mstep: Class 20 contains 26650 members 
Mstep: Class 21 contains 156923 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703984.000000 Penalty: 78577.234375
Iteration 281Q: 24 clusters Score -1.32704e+08 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 158152 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8023 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63730 members 
Mstep: Class 6 contains 121632 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2806 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 39432 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17258 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56115 members 
Mstep: Class 16 contains 172999 members 
Mstep: Class 17 contains 34594 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92018 members 
Mstep: Class 20 contains 26650 members 
Mstep: Class 21 contains 156992 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703944.000000 Penalty: 78577.234375
Iteration 282Q: 24 clusters Score -1.327039e+08 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 158163 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8022 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63739 members 
Mstep: Class 6 contains 121603 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2805 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 39436 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17251 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56108 members 
Mstep: Class 16 contains 172986 members 
Mstep: Class 17 contains 34579 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92004 members 
Mstep: Class 20 contains 26645 members 
Mstep: Class 21 contains 157060 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704048.000000 Penalty: 78577.234375
Iteration 283Q: 24 clusters Score -1.32704e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 158146 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8024 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63747 members 
Mstep: Class 6 contains 121569 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2806 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 39444 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17247 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56099 members 
Mstep: Class 16 contains 172970 members 
Mstep: Class 17 contains 34572 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91995 members 
Mstep: Class 20 contains 26640 members 
Mstep: Class 21 contains 157142 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704040.000000 Penalty: 78577.234375
Iteration 284Q: 24 clusters Score -1.32704e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 158100 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8024 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63753 members 
Mstep: Class 6 contains 121549 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2807 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 39453 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17244 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56091 members 
Mstep: Class 16 contains 172951 members 
Mstep: Class 17 contains 34576 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91994 members 
Mstep: Class 20 contains 26633 members 
Mstep: Class 21 contains 157225 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704056.000000 Penalty: 78577.234375
Iteration 285Q: 24 clusters Score -1.327041e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 158039 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8025 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63757 members 
Mstep: Class 6 contains 121527 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2808 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39461 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17245 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56090 members 
Mstep: Class 16 contains 172937 members 
Mstep: Class 17 contains 34581 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 92006 members 
Mstep: Class 20 contains 26630 members 
Mstep: Class 21 contains 157296 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704288.000000 Penalty: 78577.234375
Iteration 286Q: 24 clusters Score -1.327043e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 157987 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8028 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63768 members 
Mstep: Class 6 contains 121507 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2808 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 39476 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17248 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56088 members 
Mstep: Class 16 contains 172922 members 
Mstep: Class 17 contains 34586 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91989 members 
Mstep: Class 20 contains 26632 members 
Mstep: Class 21 contains 157362 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704240.000000 Penalty: 78577.234375
Iteration 287Q: 24 clusters Score -1.327042e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 157948 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8031 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63788 members 
Mstep: Class 6 contains 121495 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2808 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 39499 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17248 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56080 members 
Mstep: Class 16 contains 172900 members 
Mstep: Class 17 contains 34588 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91982 members 
Mstep: Class 20 contains 26631 members 
Mstep: Class 21 contains 157403 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704248.000000 Penalty: 78577.234375
Iteration 288Q: 24 clusters Score -1.327042e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 157929 members 
Mstep: Class 2 contains 663 members 
Mstep: Class 3 contains 8033 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63809 members 
Mstep: Class 6 contains 121473 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2808 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 39517 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17245 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56080 members 
Mstep: Class 16 contains 172889 members 
Mstep: Class 17 contains 34584 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91973 members 
Mstep: Class 20 contains 26632 members 
Mstep: Class 21 contains 157430 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704312.000000 Penalty: 78577.234375
Iteration 289Q: 24 clusters Score -1.327043e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 157909 members 
Mstep: Class 2 contains 663 members 
Mstep: Class 3 contains 8034 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63824 members 
Mstep: Class 6 contains 121455 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2808 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 39535 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17245 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56077 members 
Mstep: Class 16 contains 172878 members 
Mstep: Class 17 contains 34570 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91972 members 
Mstep: Class 20 contains 26641 members 
Mstep: Class 21 contains 157454 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704424.000000 Penalty: 78577.234375
Iteration 290Q: 24 clusters Score -1.327044e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 157863 members 
Mstep: Class 2 contains 663 members 
Mstep: Class 3 contains 8029 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63842 members 
Mstep: Class 6 contains 121438 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2809 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 39544 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17243 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56080 members 
Mstep: Class 16 contains 172880 members 
Mstep: Class 17 contains 34556 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91967 members 
Mstep: Class 20 contains 26647 members 
Mstep: Class 21 contains 157504 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704488.000000 Penalty: 78577.234375
Iteration 291Q: 24 clusters Score -1.327045e+08 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 157815 members 
Mstep: Class 2 contains 663 members 
Mstep: Class 3 contains 8029 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63854 members 
Mstep: Class 6 contains 121414 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2810 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 39552 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17241 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56073 members 
Mstep: Class 16 contains 172876 members 
Mstep: Class 17 contains 34555 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91960 members 
Mstep: Class 20 contains 26664 members 
Mstep: Class 21 contains 157559 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704680.000000 Penalty: 78577.234375
Iteration 292Q: 24 clusters Score -1.327047e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 157795 members 
Mstep: Class 2 contains 663 members 
Mstep: Class 3 contains 8027 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63852 members 
Mstep: Class 6 contains 121393 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2812 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 39569 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17237 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56067 members 
Mstep: Class 16 contains 172882 members 
Mstep: Class 17 contains 34558 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91954 members 
Mstep: Class 20 contains 26674 members 
Mstep: Class 21 contains 157582 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704640.000000 Penalty: 78577.234375
Iteration 293Q: 24 clusters Score -1.327046e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 157813 members 
Mstep: Class 2 contains 663 members 
Mstep: Class 3 contains 8027 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63853 members 
Mstep: Class 6 contains 121388 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2812 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 39579 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17235 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56051 members 
Mstep: Class 16 contains 172884 members 
Mstep: Class 17 contains 34544 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91933 members 
Mstep: Class 20 contains 26679 members 
Mstep: Class 21 contains 157604 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704800.000000 Penalty: 78577.234375
Iteration 294Q: 24 clusters Score -1.327048e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 157836 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8029 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63854 members 
Mstep: Class 6 contains 121386 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2812 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 39595 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17234 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56050 members 
Mstep: Class 16 contains 172883 members 
Mstep: Class 17 contains 34531 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91895 members 
Mstep: Class 20 contains 26687 members 
Mstep: Class 21 contains 157609 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704752.000000 Penalty: 78577.234375
Iteration 295Q: 24 clusters Score -1.327048e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 157851 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8032 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63860 members 
Mstep: Class 6 contains 121369 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2812 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39612 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17235 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56029 members 
Mstep: Class 16 contains 172891 members 
Mstep: Class 17 contains 34529 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91881 members 
Mstep: Class 20 contains 26687 members 
Mstep: Class 21 contains 157614 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704800.000000 Penalty: 78577.234375
Iteration 296Q: 24 clusters Score -1.327048e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 157858 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8029 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63868 members 
Mstep: Class 6 contains 121345 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2812 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39620 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17235 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56014 members 
Mstep: Class 16 contains 172892 members 
Mstep: Class 17 contains 34532 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91873 members 
Mstep: Class 20 contains 26689 members 
Mstep: Class 21 contains 157635 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704864.000000 Penalty: 78577.234375
Iteration 297Q: 24 clusters Score -1.327049e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 157885 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8029 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63880 members 
Mstep: Class 6 contains 121328 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2813 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39623 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17233 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56000 members 
Mstep: Class 16 contains 172898 members 
Mstep: Class 17 contains 34530 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91858 members 
Mstep: Class 20 contains 26691 members 
Mstep: Class 21 contains 157634 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704864.000000 Penalty: 78577.234375
Iteration 298Q: 24 clusters Score -1.327049e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 157906 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8030 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63888 members 
Mstep: Class 6 contains 121315 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2813 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39630 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17230 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55981 members 
Mstep: Class 16 contains 172894 members 
Mstep: Class 17 contains 34539 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91845 members 
Mstep: Class 20 contains 26696 members 
Mstep: Class 21 contains 157634 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704816.000000 Penalty: 78577.234375
Iteration 299Q: 24 clusters Score -1.327048e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 157941 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8034 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63899 members 
Mstep: Class 6 contains 121311 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2814 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39632 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17231 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55972 members 
Mstep: Class 16 contains 172892 members 
Mstep: Class 17 contains 34540 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91814 members 
Mstep: Class 20 contains 26690 members 
Mstep: Class 21 contains 157631 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704744.000000 Penalty: 78577.234375
Iteration 300F: 24 clusters Score -1.327047e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 157980 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8033 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63907 members 
Mstep: Class 6 contains 121308 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2813 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39635 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17233 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55943 members 
Mstep: Class 16 contains 172888 members 
Mstep: Class 17 contains 34539 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91788 members 
Mstep: Class 20 contains 26689 members 
Mstep: Class 21 contains 157645 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704584.000000 Penalty: 78577.234375
Iteration 301Q: 24 clusters Score -1.327046e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 157999 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8031 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63920 members 
Mstep: Class 6 contains 121301 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2814 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39640 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17232 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55918 members 
Mstep: Class 16 contains 172895 members 
Mstep: Class 17 contains 34533 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91763 members 
Mstep: Class 20 contains 26696 members 
Mstep: Class 21 contains 157659 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704456.000000 Penalty: 78577.234375
Iteration 302Q: 24 clusters Score -1.327045e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 157990 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8027 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63923 members 
Mstep: Class 6 contains 121299 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2814 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39653 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17228 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55903 members 
Mstep: Class 16 contains 172902 members 
Mstep: Class 17 contains 34532 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91741 members 
Mstep: Class 20 contains 26697 members 
Mstep: Class 21 contains 157692 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704456.000000 Penalty: 78577.234375
Iteration 303Q: 24 clusters Score -1.327045e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 157985 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8025 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63930 members 
Mstep: Class 6 contains 121289 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2814 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39655 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17226 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55888 members 
Mstep: Class 16 contains 172908 members 
Mstep: Class 17 contains 34539 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91726 members 
Mstep: Class 20 contains 26696 members 
Mstep: Class 21 contains 157720 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704432.000000 Penalty: 78577.234375
Iteration 304Q: 24 clusters Score -1.327044e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 157981 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8025 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63930 members 
Mstep: Class 6 contains 121280 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2815 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39660 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17226 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55873 members 
Mstep: Class 16 contains 172912 members 
Mstep: Class 17 contains 34548 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91718 members 
Mstep: Class 20 contains 26701 members 
Mstep: Class 21 contains 157732 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704560.000000 Penalty: 78577.234375
Iteration 305Q: 24 clusters Score -1.327046e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 157978 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8025 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63933 members 
Mstep: Class 6 contains 121270 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2816 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39656 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17226 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55870 members 
Mstep: Class 16 contains 172910 members 
Mstep: Class 17 contains 34559 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91706 members 
Mstep: Class 20 contains 26699 members 
Mstep: Class 21 contains 157753 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704608.000000 Penalty: 78577.234375
Iteration 306Q: 24 clusters Score -1.327046e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 157964 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8025 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63938 members 
Mstep: Class 6 contains 121260 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2817 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 39659 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17225 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55865 members 
Mstep: Class 16 contains 172905 members 
Mstep: Class 17 contains 34562 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91698 members 
Mstep: Class 20 contains 26704 members 
Mstep: Class 21 contains 157778 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704400.000000 Penalty: 78577.234375
Iteration 307Q: 24 clusters Score -1.327044e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 157972 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8025 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63947 members 
Mstep: Class 6 contains 121255 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2817 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 39660 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17225 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55846 members 
Mstep: Class 16 contains 172900 members 
Mstep: Class 17 contains 34577 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91687 members 
Mstep: Class 20 contains 26706 members 
Mstep: Class 21 contains 157783 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704464.000000 Penalty: 78577.234375
Iteration 308Q: 24 clusters Score -1.327045e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 157972 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8024 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63956 members 
Mstep: Class 6 contains 121245 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2817 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 39665 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17225 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55828 members 
Mstep: Class 16 contains 172894 members 
Mstep: Class 17 contains 34586 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91678 members 
Mstep: Class 20 contains 26710 members 
Mstep: Class 21 contains 157800 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704552.000000 Penalty: 78577.234375
Iteration 309Q: 24 clusters Score -1.327046e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 157979 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8022 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63959 members 
Mstep: Class 6 contains 121234 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2817 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 39667 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17225 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55805 members 
Mstep: Class 16 contains 172891 members 
Mstep: Class 17 contains 34586 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91672 members 
Mstep: Class 20 contains 26710 members 
Mstep: Class 21 contains 157833 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704480.000000 Penalty: 78577.234375
Iteration 310Q: 24 clusters Score -1.327045e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 157977 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8022 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63956 members 
Mstep: Class 6 contains 121214 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2818 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 39666 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17225 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55780 members 
Mstep: Class 16 contains 172899 members 
Mstep: Class 17 contains 34596 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91677 members 
Mstep: Class 20 contains 26705 members 
Mstep: Class 21 contains 157864 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704536.000000 Penalty: 78577.234375
Iteration 311Q: 24 clusters Score -1.327045e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 157965 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8020 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63960 members 
Mstep: Class 6 contains 121204 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2819 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 39667 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17224 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55771 members 
Mstep: Class 16 contains 172899 members 
Mstep: Class 17 contains 34602 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91682 members 
Mstep: Class 20 contains 26704 members 
Mstep: Class 21 contains 157882 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704552.000000 Penalty: 78577.234375
Iteration 312Q: 24 clusters Score -1.327046e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 157981 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8018 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63962 members 
Mstep: Class 6 contains 121201 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2819 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 39663 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17223 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55758 members 
Mstep: Class 16 contains 172898 members 
Mstep: Class 17 contains 34599 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91678 members 
Mstep: Class 20 contains 26703 members 
Mstep: Class 21 contains 157896 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704576.000000 Penalty: 78577.234375
Iteration 313Q: 24 clusters Score -1.327046e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 157986 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8018 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63968 members 
Mstep: Class 6 contains 121196 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2820 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 39666 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17220 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55743 members 
Mstep: Class 16 contains 172894 members 
Mstep: Class 17 contains 34595 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91673 members 
Mstep: Class 20 contains 26705 members 
Mstep: Class 21 contains 157915 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704664.000000 Penalty: 78577.234375
Iteration 314Q: 24 clusters Score -1.327047e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 158014 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8017 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63971 members 
Mstep: Class 6 contains 121197 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2821 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2216 members 
Mstep: Class 11 contains 39674 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17220 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55725 members 
Mstep: Class 16 contains 172891 members 
Mstep: Class 17 contains 34594 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91659 members 
Mstep: Class 20 contains 26707 members 
Mstep: Class 21 contains 157908 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704624.000000 Penalty: 78577.234375
Iteration 315Q: 24 clusters Score -1.327046e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 158036 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8019 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63970 members 
Mstep: Class 6 contains 121190 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2821 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 39678 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17220 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55731 members 
Mstep: Class 16 contains 172895 members 
Mstep: Class 17 contains 34597 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91639 members 
Mstep: Class 20 contains 26708 members 
Mstep: Class 21 contains 157895 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704496.000000 Penalty: 78577.234375
Iteration 316Q: 24 clusters Score -1.327045e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 158062 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8019 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63975 members 
Mstep: Class 6 contains 121179 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2822 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39684 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17219 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55737 members 
Mstep: Class 16 contains 172902 members 
Mstep: Class 17 contains 34593 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91611 members 
Mstep: Class 20 contains 26710 members 
Mstep: Class 21 contains 157888 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704584.000000 Penalty: 78577.234375
Iteration 317Q: 24 clusters Score -1.327046e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 158088 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8018 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63976 members 
Mstep: Class 6 contains 121163 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 39685 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17218 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55733 members 
Mstep: Class 16 contains 172908 members 
Mstep: Class 17 contains 34599 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91588 members 
Mstep: Class 20 contains 26710 members 
Mstep: Class 21 contains 157893 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704616.000000 Penalty: 78577.234375
Iteration 318Q: 24 clusters Score -1.327046e+08 nChanged 149
Entering ConstructFrom: 
Score: -132704616.000000 Penalty: 78577.234375
Entering ConstructFrom: 
Trying to split cluster 1 (158109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158109 members 
Entering Unmasked Estep 
Score: -22075598.000000 Penalty: 2968.817871
	Iteration 0F: 2 clusters Score -2.20756e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78954 members 
Mstep: Class 2 contains 79155 members 
Entering Unmasked Estep 
Score: -21970694.000000 Penalty: 5937.635742
	Iteration 0F: 3 clusters Score -2.197069e+07 nChanged 75442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76888 members 
Mstep: Class 2 contains 81221 members 
Entering Unmasked Estep 
Score: -22013942.000000 Penalty: 5937.635742
	Iteration 1F: 3 clusters Score -2.201394e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75583 members 
Mstep: Class 2 contains 82526 members 
Entering Unmasked Estep 
Score: -22014654.000000 Penalty: 5937.635742
	Iteration 2Q: 3 clusters Score -2.201465e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73553 members 
Mstep: Class 2 contains 84556 members 
Entering Unmasked Estep 
Score: -22015494.000000 Penalty: 5937.635742
	Iteration 3Q: 3 clusters Score -2.201549e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70481 members 
Mstep: Class 2 contains 87628 members 
Entering Unmasked Estep 
Score: -22016952.000000 Penalty: 5937.635742
	Iteration 4Q: 3 clusters Score -2.201695e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65908 members 
Mstep: Class 2 contains 92201 members 
Entering Unmasked Estep 
Score: -22019104.000000 Penalty: 5937.635742
	Iteration 5Q: 3 clusters Score -2.20191e+07 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59240 members 
Mstep: Class 2 contains 98869 members 
Entering Unmasked Estep 
Score: -22023080.000000 Penalty: 5937.635742
	Iteration 6Q: 3 clusters Score -2.202308e+07 nChanged 9405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50227 members 
Mstep: Class 2 contains 107882 members 
Entering Unmasked Estep 
Score: -22029182.000000 Penalty: 5937.635742
	Iteration 7F: 3 clusters Score -2.202918e+07 nChanged 11545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38876 members 
Mstep: Class 2 contains 119233 members 
Entering Unmasked Estep 
Score: -22038530.000000 Penalty: 5937.635742
	Iteration 8F: 3 clusters Score -2.203853e+07 nChanged 12099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 131232 members 
Entering Unmasked Estep 
Score: -22049416.000000 Penalty: 5937.635742
	Iteration 9F: 3 clusters Score -2.204942e+07 nChanged 10661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 141845 members 
Entering Unmasked Estep 
Score: -22058962.000000 Penalty: 5937.635742
	Iteration 10F: 3 clusters Score -2.205896e+07 nChanged 7265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 149096 members 
Entering Unmasked Estep 
Score: -22065588.000000 Penalty: 5937.635742
	Iteration 11Q: 3 clusters Score -2.206559e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 153226 members 
Entering Unmasked Estep 
Score: -22069360.000000 Penalty: 5937.635742
	Iteration 12Q: 3 clusters Score -2.206936e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 155393 members 
Entering Unmasked Estep 
Score: -22071328.000000 Penalty: 5937.635742
	Iteration 13Q: 3 clusters Score -2.207133e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 156410 members 
Entering Unmasked Estep 
Score: -22072098.000000 Penalty: 5937.635742
	Iteration 14Q: 3 clusters Score -2.20721e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 156928 members 
Entering Unmasked Estep 
Score: -22072428.000000 Penalty: 5937.635742
	Iteration 15Q: 3 clusters Score -2.207243e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 157191 members 
Entering Unmasked Estep 
Score: -22072704.000000 Penalty: 5937.635742
	Iteration 16Q: 3 clusters Score -2.20727e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 157350 members 
Entering Unmasked Estep 
Score: -22072822.000000 Penalty: 5937.635742
	Iteration 17Q: 3 clusters Score -2.207282e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 157434 members 
Entering Unmasked Estep 
Score: -22072936.000000 Penalty: 5937.635742
	Iteration 18Q: 3 clusters Score -2.207294e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 157487 members 
Entering Unmasked Estep 
Score: -22073000.000000 Penalty: 5937.635742
	Iteration 19Q: 3 clusters Score -2.2073e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 157527 members 
Entering Unmasked Estep 
Score: -22073060.000000 Penalty: 5937.635742
	Iteration 20F: 3 clusters Score -2.207306e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 157552 members 
Entering Unmasked Estep 
Score: -22073084.000000 Penalty: 5937.635742
	Iteration 21Q: 3 clusters Score -2.207308e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 157571 members 
Entering Unmasked Estep 
Score: -22073118.000000 Penalty: 5937.635742
	Iteration 22Q: 3 clusters Score -2.207312e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 157578 members 
Entering Unmasked Estep 
Score: -22073128.000000 Penalty: 5937.635742
	Iteration 23Q: 3 clusters Score -2.207313e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 157581 members 
Entering Unmasked Estep 
Score: -22073130.000000 Penalty: 5937.635742
	Iteration 24Q: 3 clusters Score -2.207313e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 157583 members 
Entering Unmasked Estep 
Score: -22073136.000000 Penalty: 5937.635742
	Iteration 25Q: 3 clusters Score -2.207314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 157583 members 
Entering Unmasked Estep 
Score: -22073140.000000 Penalty: 5937.635742
	Iteration 26Q: 3 clusters Score -2.207314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 157585 members 
Entering Unmasked Estep 
Score: -22073138.000000 Penalty: 5937.635742
	Iteration 27Q: 3 clusters Score -2.207314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 157587 members 
Entering Unmasked Estep 
Score: -22073144.000000 Penalty: 5937.635742
	Iteration 28Q: 3 clusters Score -2.207314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 157589 members 
Entering Unmasked Estep 
Score: -22073140.000000 Penalty: 5937.635742
	Iteration 29Q: 3 clusters Score -2.207314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 157590 members 
Entering Unmasked Estep 
Score: -22073132.000000 Penalty: 5937.635742
	Iteration 30Q: 3 clusters Score -2.207313e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 157593 members 
Entering Unmasked Estep 
Score: -22073156.000000 Penalty: 5937.635742
	Iteration 31Q: 3 clusters Score -2.207316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 157596 members 
Entering Unmasked Estep 
Score: -22073164.000000 Penalty: 5937.635742
	Iteration 32Q: 3 clusters Score -2.207316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 157597 members 
Entering Unmasked Estep 
Score: -22073164.000000 Penalty: 5937.635742
	Iteration 33Q: 3 clusters Score -2.207316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 157599 members 
Entering Unmasked Estep 
Score: -22073164.000000 Penalty: 5937.635742
	Iteration 34Q: 3 clusters Score -2.207316e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 157599 members 
Entering Unmasked Estep 
Score: -22073164.000000 Penalty: 5937.635742
	Iteration 35F: 3 clusters Score -2.207316e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Entering Unmasked Estep 
Score: -83240.953125 Penalty: 1611.573975
	Iteration 0F: 2 clusters Score -83240.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -81681.210938 Penalty: 3223.147949
	Iteration 0F: 3 clusters Score -81681.21 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -81950.304688 Penalty: 3223.147949
	Iteration 1F: 3 clusters Score -81950.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -82100.453125 Penalty: 3223.147949
	Iteration 2F: 3 clusters Score -82100.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -82219.664062 Penalty: 3223.147949
	Iteration 3Q: 3 clusters Score -82219.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -82353.937500 Penalty: 3223.147949
	Iteration 4Q: 3 clusters Score -82353.94 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -82519.968750 Penalty: 3223.147949
	Iteration 5Q: 3 clusters Score -82519.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -82583.953125 Penalty: 3223.147949
	Iteration 6Q: 3 clusters Score -82583.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -82622.054688 Penalty: 3223.147949
	Iteration 7Q: 3 clusters Score -82622.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -82665.257812 Penalty: 3223.147949
	Iteration 8Q: 3 clusters Score -82665.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -82713.554688 Penalty: 3223.147949
	Iteration 9Q: 3 clusters Score -82713.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -82752.460938 Penalty: 3223.147949
	Iteration 10Q: 3 clusters Score -82752.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -82769.984375 Penalty: 3223.147949
	Iteration 11Q: 3 clusters Score -82769.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -82790.460938 Penalty: 3223.147949
	Iteration 12Q: 3 clusters Score -82790.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -82797.375000 Penalty: 3223.147949
	Iteration 13Q: 3 clusters Score -82797.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -82799.671875 Penalty: 3223.147949
	Iteration 14Q: 3 clusters Score -82799.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -82799.976562 Penalty: 3223.147949
	Iteration 15Q: 3 clusters Score -82799.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -82800.828125 Penalty: 3223.147949
	Iteration 16Q: 3 clusters Score -82800.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -82800.828125 Penalty: 3223.147949
	Iteration 17F: 3 clusters Score -82800.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Entering Unmasked Estep 
Score: -1082883.500000 Penalty: 2229.227295
	Iteration 0F: 2 clusters Score -1082884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1076450.375000 Penalty: 4458.454590
	Iteration 0F: 3 clusters Score -1076450 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1078270.750000 Penalty: 4458.454590
	Iteration 1F: 3 clusters Score -1078271 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1078582.000000 Penalty: 4458.454590
	Iteration 2F: 3 clusters Score -1078582 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1078837.875000 Penalty: 4458.454590
	Iteration 3F: 3 clusters Score -1078838 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1079108.375000 Penalty: 4458.454590
	Iteration 4Q: 3 clusters Score -1079108 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1079418.625000 Penalty: 4458.454590
	Iteration 5Q: 3 clusters Score -1079419 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1079820.250000 Penalty: 4458.454590
	Iteration 6F: 3 clusters Score -1079820 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1080221.625000 Penalty: 4458.454590
	Iteration 7F: 3 clusters Score -1080222 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1080534.875000 Penalty: 4458.454590
	Iteration 8F: 3 clusters Score -1080535 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1080773.875000 Penalty: 4458.454590
	Iteration 9Q: 3 clusters Score -1080774 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1080943.750000 Penalty: 4458.454590
	Iteration 10Q: 3 clusters Score -1080944 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1081072.000000 Penalty: 4458.454590
	Iteration 11Q: 3 clusters Score -1081072 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1081159.375000 Penalty: 4458.454590
	Iteration 12Q: 3 clusters Score -1081159 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1081218.875000 Penalty: 4458.454590
	Iteration 13Q: 3 clusters Score -1081219 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1081250.750000 Penalty: 4458.454590
	Iteration 14Q: 3 clusters Score -1081251 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1081282.000000 Penalty: 4458.454590
	Iteration 15Q: 3 clusters Score -1081282 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1081303.750000 Penalty: 4458.454590
	Iteration 16Q: 3 clusters Score -1081304 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1081326.000000 Penalty: 4458.454590
	Iteration 17Q: 3 clusters Score -1081326 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1081340.625000 Penalty: 4458.454590
	Iteration 18Q: 3 clusters Score -1081341 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1081354.125000 Penalty: 4458.454590
	Iteration 19Q: 3 clusters Score -1081354 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1081365.125000 Penalty: 4458.454590
	Iteration 20F: 3 clusters Score -1081365 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1081371.375000 Penalty: 4458.454590
	Iteration 21Q: 3 clusters Score -1081371 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1081378.000000 Penalty: 4458.454590
	Iteration 22Q: 3 clusters Score -1081378 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1081390.250000 Penalty: 4458.454590
	Iteration 23Q: 3 clusters Score -1081390 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1081393.125000 Penalty: 4458.454590
	Iteration 24Q: 3 clusters Score -1081393 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1081394.250000 Penalty: 4458.454590
	Iteration 25Q: 3 clusters Score -1081394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1081399.375000 Penalty: 4458.454590
	Iteration 26Q: 3 clusters Score -1081399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1081399.375000 Penalty: 4458.454590
	Iteration 27Q: 3 clusters Score -1081399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1081402.250000 Penalty: 4458.454590
	Iteration 28Q: 3 clusters Score -1081402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1081405.125000 Penalty: 4458.454590
	Iteration 29Q: 3 clusters Score -1081405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1081409.625000 Penalty: 4458.454590
	Iteration 30Q: 3 clusters Score -1081410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1081414.125000 Penalty: 4458.454590
	Iteration 31Q: 3 clusters Score -1081414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1081411.750000 Penalty: 4458.454590
	Iteration 32Q: 3 clusters Score -1081412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1081414.625000 Penalty: 4458.454590
	Iteration 33Q: 3 clusters Score -1081415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1081415.875000 Penalty: 4458.454590
	Iteration 34Q: 3 clusters Score -1081416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1081416.625000 Penalty: 4458.454590
	Iteration 35Q: 3 clusters Score -1081417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1081414.750000 Penalty: 4458.454590
	Iteration 36Q: 3 clusters Score -1081415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1081417.750000 Penalty: 4458.454590
	Iteration 37Q: 3 clusters Score -1081418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1081415.375000 Penalty: 4458.454590
	Iteration 38Q: 3 clusters Score -1081415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1081420.500000 Penalty: 4458.454590
	Iteration 39Q: 3 clusters Score -1081420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1081419.250000 Penalty: 4458.454590
	Iteration 40F: 3 clusters Score -1081419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1081420.125000 Penalty: 4458.454590
	Iteration 41Q: 3 clusters Score -1081420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1081421.250000 Penalty: 4458.454590
	Iteration 42Q: 3 clusters Score -1081421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1081420.375000 Penalty: 4458.454590
	Iteration 43Q: 3 clusters Score -1081420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1081419.375000 Penalty: 4458.454590
	Iteration 44Q: 3 clusters Score -1081419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1081419.125000 Penalty: 4458.454590
	Iteration 45Q: 3 clusters Score -1081419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1081419.125000 Penalty: 4458.454590
	Iteration 46F: 3 clusters Score -1081419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -80229.398438 Penalty: 1586.024902
	Iteration 0F: 2 clusters Score -80229.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -78638.421875 Penalty: 3172.049805
	Iteration 0F: 3 clusters Score -78638.42 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -78827.718750 Penalty: 3172.049805
	Iteration 1F: 3 clusters Score -78827.72 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -78903.187500 Penalty: 3172.049805
	Iteration 2F: 3 clusters Score -78903.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -78960.984375 Penalty: 3172.049805
	Iteration 3Q: 3 clusters Score -78960.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -78992.148438 Penalty: 3172.049805
	Iteration 4Q: 3 clusters Score -78992.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -79000.671875 Penalty: 3172.049805
	Iteration 5Q: 3 clusters Score -79000.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -79009.078125 Penalty: 3172.049805
	Iteration 6Q: 3 clusters Score -79009.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -79010.500000 Penalty: 3172.049805
	Iteration 7Q: 3 clusters Score -79010.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -79010.500000 Penalty: 3172.049805
	Iteration 8F: 3 clusters Score -79010.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (63979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63979 members 
Entering Unmasked Estep 
Score: -9012557.000000 Penalty: 2744.444824
	Iteration 0F: 2 clusters Score -9012557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -8969727.000000 Penalty: 5488.889648
	Iteration 0F: 3 clusters Score -8969727 nChanged 29821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -8986558.000000 Penalty: 5488.889648
	Iteration 1F: 3 clusters Score -8986558 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34664 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -8987277.000000 Penalty: 5488.889648
	Iteration 2Q: 3 clusters Score -8987277 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 27915 members 
Entering Unmasked Estep 
Score: -8988100.000000 Penalty: 5488.889648
	Iteration 3Q: 3 clusters Score -8988100 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -8989101.000000 Penalty: 5488.889648
	Iteration 4Q: 3 clusters Score -8989101 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -8990787.000000 Penalty: 5488.889648
	Iteration 5F: 3 clusters Score -8990787 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45298 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -8993640.000000 Penalty: 5488.889648
	Iteration 6F: 3 clusters Score -8993640 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50293 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -8997889.000000 Penalty: 5488.889648
	Iteration 7F: 3 clusters Score -8997889 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55444 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -9002908.000000 Penalty: 5488.889648
	Iteration 8F: 3 clusters Score -9002908 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59299 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -9006716.000000 Penalty: 5488.889648
	Iteration 9F: 3 clusters Score -9006716 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61478 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -9008763.000000 Penalty: 5488.889648
	Iteration 10Q: 3 clusters Score -9008763 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62425 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -9009589.000000 Penalty: 5488.889648
	Iteration 11Q: 3 clusters Score -9009589 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62857 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -9009941.000000 Penalty: 5488.889648
	Iteration 12Q: 3 clusters Score -9009941 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63073 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -9010146.000000 Penalty: 5488.889648
	Iteration 13Q: 3 clusters Score -9010146 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63191 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -9010274.000000 Penalty: 5488.889648
	Iteration 14Q: 3 clusters Score -9010274 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63256 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -9010337.000000 Penalty: 5488.889648
	Iteration 15Q: 3 clusters Score -9010337 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63298 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -9010375.000000 Penalty: 5488.889648
	Iteration 16Q: 3 clusters Score -9010375 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63321 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -9010387.000000 Penalty: 5488.889648
	Iteration 17Q: 3 clusters Score -9010387 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63350 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -9010413.000000 Penalty: 5488.889648
	Iteration 18Q: 3 clusters Score -9010413 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63368 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -9010429.000000 Penalty: 5488.889648
	Iteration 19Q: 3 clusters Score -9010429 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63384 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -9010439.000000 Penalty: 5488.889648
	Iteration 20F: 3 clusters Score -9010439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63391 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -9010448.000000 Penalty: 5488.889648
	Iteration 21Q: 3 clusters Score -9010448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63393 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -9010460.000000 Penalty: 5488.889648
	Iteration 22Q: 3 clusters Score -9010460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63395 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -9010465.000000 Penalty: 5488.889648
	Iteration 23Q: 3 clusters Score -9010465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63397 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -9010462.000000 Penalty: 5488.889648
	Iteration 24Q: 3 clusters Score -9010462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63400 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -9010458.000000 Penalty: 5488.889648
	Iteration 25Q: 3 clusters Score -9010458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63401 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -9010457.000000 Penalty: 5488.889648
	Iteration 26Q: 3 clusters Score -9010457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63402 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -9010459.000000 Penalty: 5488.889648
	Iteration 27Q: 3 clusters Score -9010459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63403 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -9010462.000000 Penalty: 5488.889648
	Iteration 28Q: 3 clusters Score -9010462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63405 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -9010462.000000 Penalty: 5488.889648
	Iteration 29Q: 3 clusters Score -9010462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63407 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -9010465.000000 Penalty: 5488.889648
	Iteration 30Q: 3 clusters Score -9010465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63409 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -9010461.000000 Penalty: 5488.889648
	Iteration 31Q: 3 clusters Score -9010461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63409 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -9010469.000000 Penalty: 5488.889648
	Iteration 32Q: 3 clusters Score -9010469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63407 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -9010468.000000 Penalty: 5488.889648
	Iteration 33Q: 3 clusters Score -9010468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63406 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -9010466.000000 Penalty: 5488.889648
	Iteration 34Q: 3 clusters Score -9010466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63405 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -9010467.000000 Penalty: 5488.889648
	Iteration 35Q: 3 clusters Score -9010467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63405 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -9010467.000000 Penalty: 5488.889648
	Iteration 36F: 3 clusters Score -9010467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (121154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121154 members 
Entering Unmasked Estep 
Score: -17156864.000000 Penalty: 2902.794922
	Iteration 0F: 2 clusters Score -1.715686e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60160 members 
Mstep: Class 2 contains 60994 members 
Entering Unmasked Estep 
Score: -17078974.000000 Penalty: 5805.589844
	Iteration 0F: 3 clusters Score -1.707897e+07 nChanged 57724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53346 members 
Mstep: Class 2 contains 67808 members 
Entering Unmasked Estep 
Score: -17112668.000000 Penalty: 5805.589844
	Iteration 1F: 3 clusters Score -1.711267e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49016 members 
Mstep: Class 2 contains 72138 members 
Entering Unmasked Estep 
Score: -17114762.000000 Penalty: 5805.589844
	Iteration 2Q: 3 clusters Score -1.711476e+07 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 78357 members 
Entering Unmasked Estep 
Score: -17118282.000000 Penalty: 5805.589844
	Iteration 3F: 3 clusters Score -1.711828e+07 nChanged 8809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 86916 members 
Entering Unmasked Estep 
Score: -17124390.000000 Penalty: 5805.589844
	Iteration 4F: 3 clusters Score -1.712439e+07 nChanged 10540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 97342 members 
Entering Unmasked Estep 
Score: -17133010.000000 Penalty: 5805.589844
	Iteration 5F: 3 clusters Score -1.713301e+07 nChanged 10313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 107591 members 
Entering Unmasked Estep 
Score: -17142192.000000 Penalty: 5805.589844
	Iteration 6F: 3 clusters Score -1.714219e+07 nChanged 7333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 114912 members 
Entering Unmasked Estep 
Score: -17148772.000000 Penalty: 5805.589844
	Iteration 7F: 3 clusters Score -1.714877e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 118567 members 
Entering Unmasked Estep 
Score: -17152000.000000 Penalty: 5805.589844
	Iteration 8Q: 3 clusters Score -1.7152e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 120027 members 
Entering Unmasked Estep 
Score: -17153346.000000 Penalty: 5805.589844
	Iteration 9Q: 3 clusters Score -1.715335e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 120547 members 
Entering Unmasked Estep 
Score: -17153842.000000 Penalty: 5805.589844
	Iteration 10Q: 3 clusters Score -1.715384e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 120721 members 
Entering Unmasked Estep 
Score: -17154064.000000 Penalty: 5805.589844
	Iteration 11Q: 3 clusters Score -1.715406e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 120783 members 
Entering Unmasked Estep 
Score: -17154188.000000 Penalty: 5805.589844
	Iteration 12Q: 3 clusters Score -1.715419e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 120812 members 
Entering Unmasked Estep 
Score: -17154202.000000 Penalty: 5805.589844
	Iteration 13Q: 3 clusters Score -1.71542e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 120826 members 
Entering Unmasked Estep 
Score: -17154212.000000 Penalty: 5805.589844
	Iteration 14Q: 3 clusters Score -1.715421e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 120841 members 
Entering Unmasked Estep 
Score: -17154242.000000 Penalty: 5805.589844
	Iteration 15Q: 3 clusters Score -1.715424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 120842 members 
Entering Unmasked Estep 
Score: -17154252.000000 Penalty: 5805.589844
	Iteration 16Q: 3 clusters Score -1.715425e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 120846 members 
Entering Unmasked Estep 
Score: -17154254.000000 Penalty: 5805.589844
	Iteration 17Q: 3 clusters Score -1.715425e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 120853 members 
Entering Unmasked Estep 
Score: -17154256.000000 Penalty: 5805.589844
	Iteration 18Q: 3 clusters Score -1.715426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 120857 members 
Entering Unmasked Estep 
Score: -17154268.000000 Penalty: 5805.589844
	Iteration 19Q: 3 clusters Score -1.715427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 120860 members 
Entering Unmasked Estep 
Score: -17154284.000000 Penalty: 5805.589844
	Iteration 20F: 3 clusters Score -1.715428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 120861 members 
Entering Unmasked Estep 
Score: -17154290.000000 Penalty: 5805.589844
	Iteration 21Q: 3 clusters Score -1.715429e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 120865 members 
Entering Unmasked Estep 
Score: -17154284.000000 Penalty: 5805.589844
	Iteration 22Q: 3 clusters Score -1.715428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 120867 members 
Entering Unmasked Estep 
Score: -17154290.000000 Penalty: 5805.589844
	Iteration 23Q: 3 clusters Score -1.715429e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 120866 members 
Entering Unmasked Estep 
Score: -17154274.000000 Penalty: 5805.589844
	Iteration 24Q: 3 clusters Score -1.715427e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 120866 members 
Entering Unmasked Estep 
Score: -17154274.000000 Penalty: 5805.589844
	Iteration 25F: 3 clusters Score -1.715427e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Entering Unmasked Estep 
Score: -88087.414062 Penalty: 1661.476196
	Iteration 0F: 2 clusters Score -88087.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -86529.078125 Penalty: 3322.952393
	Iteration 0F: 3 clusters Score -86529.08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -87460.695312 Penalty: 3322.952393
	Iteration 1F: 3 clusters Score -87460.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -88006.875000 Penalty: 3322.952393
	Iteration 2F: 3 clusters Score -88006.88 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -88358.960938 Penalty: 3322.952393
	Iteration 3F: 3 clusters Score -88358.96 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -88805.265625 Penalty: 3322.952393
	Iteration 4F: 3 clusters Score -88805.27 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -89346.484375 Penalty: 3322.952393
	Iteration 5Q: 3 clusters Score -89346.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -89476.234375 Penalty: 3322.952393
	Iteration 6Q: 3 clusters Score -89476.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -89571.882812 Penalty: 3322.952393
	Iteration 7Q: 3 clusters Score -89571.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -89613.890625 Penalty: 3322.952393
	Iteration 8Q: 3 clusters Score -89613.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -89613.890625 Penalty: 3322.952393
	Iteration 9F: 3 clusters Score -89613.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 158109 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8013 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63979 members 
Mstep: Class 6 contains 121154 members 
Mstep: Class 7 contains 677 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 39688 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17217 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55732 members 
Mstep: Class 16 contains 172907 members 
Mstep: Class 17 contains 34598 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91581 members 
Mstep: Class 20 contains 26711 members 
Mstep: Class 21 contains 157890 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 135 members 
Entering Unmasked Estep 
Score: -132704384.000000 Penalty: 81993.640625
Splitting cluster 7 changes total score from -132704616.000000 to -132704384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Entering Unmasked Estep 
Score: -376373.437500 Penalty: 1970.497681
	Iteration 0F: 2 clusters Score -376373.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -373259.312500 Penalty: 3940.995361
	Iteration 0F: 3 clusters Score -373259.3 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -373885.468750 Penalty: 3940.995361
	Iteration 1F: 3 clusters Score -373885.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -374062.218750 Penalty: 3940.995361
	Iteration 2F: 3 clusters Score -374062.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -374177.843750 Penalty: 3940.995361
	Iteration 3Q: 3 clusters Score -374177.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -374258.812500 Penalty: 3940.995361
	Iteration 4Q: 3 clusters Score -374258.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -374330.562500 Penalty: 3940.995361
	Iteration 5Q: 3 clusters Score -374330.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -374399.375000 Penalty: 3940.995361
	Iteration 6Q: 3 clusters Score -374399.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -374472.875000 Penalty: 3940.995361
	Iteration 7Q: 3 clusters Score -374472.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -374543.593750 Penalty: 3940.995361
	Iteration 8Q: 3 clusters Score -374543.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -374610.375000 Penalty: 3940.995361
	Iteration 9Q: 3 clusters Score -374610.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -374662.781250 Penalty: 3940.995361
	Iteration 10Q: 3 clusters Score -374662.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -374743.531250 Penalty: 3940.995361
	Iteration 11Q: 3 clusters Score -374743.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -374862.656250 Penalty: 3940.995361
	Iteration 12Q: 3 clusters Score -374862.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -374974.968750 Penalty: 3940.995361
	Iteration 13Q: 3 clusters Score -374975 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -375063.093750 Penalty: 3940.995361
	Iteration 14Q: 3 clusters Score -375063.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -375134.687500 Penalty: 3940.995361
	Iteration 15Q: 3 clusters Score -375134.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -375181.000000 Penalty: 3940.995361
	Iteration 16Q: 3 clusters Score -375181 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -375222.125000 Penalty: 3940.995361
	Iteration 17Q: 3 clusters Score -375222.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -375257.281250 Penalty: 3940.995361
	Iteration 18Q: 3 clusters Score -375257.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -375297.812500 Penalty: 3940.995361
	Iteration 19Q: 3 clusters Score -375297.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -375328.437500 Penalty: 3940.995361
	Iteration 20F: 3 clusters Score -375328.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -375359.562500 Penalty: 3940.995361
	Iteration 21Q: 3 clusters Score -375359.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -375393.187500 Penalty: 3940.995361
	Iteration 22Q: 3 clusters Score -375393.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -375426.125000 Penalty: 3940.995361
	Iteration 23Q: 3 clusters Score -375426.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -375459.562500 Penalty: 3940.995361
	Iteration 24Q: 3 clusters Score -375459.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -375511.218750 Penalty: 3940.995361
	Iteration 25Q: 3 clusters Score -375511.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -375567.468750 Penalty: 3940.995361
	Iteration 26Q: 3 clusters Score -375567.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -375622.093750 Penalty: 3940.995361
	Iteration 27Q: 3 clusters Score -375622.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -375651.843750 Penalty: 3940.995361
	Iteration 28Q: 3 clusters Score -375651.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -375664.156250 Penalty: 3940.995361
	Iteration 29Q: 3 clusters Score -375664.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -375673.031250 Penalty: 3940.995361
	Iteration 30Q: 3 clusters Score -375673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -375675.125000 Penalty: 3940.995361
	Iteration 31Q: 3 clusters Score -375675.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -375675.125000 Penalty: 3940.995361
	Iteration 32F: 3 clusters Score -375675.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -58996.222656 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -58996.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -57527.769531 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -57527.77 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -57851.960938 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -57851.96 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -58051.261719 Penalty: 3092.267822
	Iteration 2F: 3 clusters Score -58051.26 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -58272.476562 Penalty: 3092.267822
	Iteration 3F: 3 clusters Score -58272.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -58410.757812 Penalty: 3092.267822
	Iteration 4F: 3 clusters Score -58410.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -58524.554688 Penalty: 3092.267822
	Iteration 5Q: 3 clusters Score -58524.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -58695.824219 Penalty: 3092.267822
	Iteration 6Q: 3 clusters Score -58695.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -58843.769531 Penalty: 3092.267822
	Iteration 7Q: 3 clusters Score -58843.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -58923.089844 Penalty: 3092.267822
	Iteration 8Q: 3 clusters Score -58923.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -58992.687500 Penalty: 3092.267822
	Iteration 9Q: 3 clusters Score -58992.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -59073.941406 Penalty: 3092.267822
	Iteration 10Q: 3 clusters Score -59073.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -59171.167969 Penalty: 3092.267822
	Iteration 11Q: 3 clusters Score -59171.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -59295.082031 Penalty: 3092.267822
	Iteration 12Q: 3 clusters Score -59295.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -59302.503906 Penalty: 3092.267822
	Iteration 13Q: 3 clusters Score -59302.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -59312.886719 Penalty: 3092.267822
	Iteration 14Q: 3 clusters Score -59312.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -59325.398438 Penalty: 3092.267822
	Iteration 15Q: 3 clusters Score -59325.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -59328.039062 Penalty: 3092.267822
	Iteration 16Q: 3 clusters Score -59328.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -59328.039062 Penalty: 3092.267822
	Iteration 17F: 3 clusters Score -59328.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 158109 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8013 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63979 members 
Mstep: Class 6 contains 121154 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 365 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 39688 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17217 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55732 members 
Mstep: Class 16 contains 172907 members 
Mstep: Class 17 contains 34598 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91581 members 
Mstep: Class 20 contains 26711 members 
Mstep: Class 21 contains 157890 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 145 members 
Entering Unmasked Estep 
Score: -132703120.000000 Penalty: 81993.640625
Splitting cluster 9 changes total score from -132704616.000000 to -132703120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (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: -304594.562500 Penalty: 1910.009766
	Iteration 0F: 2 clusters Score -304594.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -301806.343750 Penalty: 3820.019531
	Iteration 0F: 3 clusters Score -301806.3 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -302387.031250 Penalty: 3820.019531
	Iteration 1F: 3 clusters Score -302387 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -302555.031250 Penalty: 3820.019531
	Iteration 2F: 3 clusters Score -302555 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -302641.500000 Penalty: 3820.019531
	Iteration 3Q: 3 clusters Score -302641.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -302695.093750 Penalty: 3820.019531
	Iteration 4Q: 3 clusters Score -302695.1 nChanged 51
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: -302745.437500 Penalty: 3820.019531
	Iteration 5Q: 3 clusters Score -302745.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -302783.750000 Penalty: 3820.019531
	Iteration 6Q: 3 clusters Score -302783.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -302815.468750 Penalty: 3820.019531
	Iteration 7Q: 3 clusters Score -302815.5 nChanged 42
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: -302850.937500 Penalty: 3820.019531
	Iteration 8Q: 3 clusters Score -302850.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -302876.875000 Penalty: 3820.019531
	Iteration 9Q: 3 clusters Score -302876.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -302892.875000 Penalty: 3820.019531
	Iteration 10Q: 3 clusters Score -302892.9 nChanged 25
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: -302911.437500 Penalty: 3820.019531
	Iteration 11Q: 3 clusters Score -302911.4 nChanged 21
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: -302924.562500 Penalty: 3820.019531
	Iteration 12Q: 3 clusters Score -302924.6 nChanged 26
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: -302946.656250 Penalty: 3820.019531
	Iteration 13Q: 3 clusters Score -302946.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -302964.468750 Penalty: 3820.019531
	Iteration 14Q: 3 clusters Score -302964.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -302979.937500 Penalty: 3820.019531
	Iteration 15Q: 3 clusters Score -302979.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -302993.500000 Penalty: 3820.019531
	Iteration 16Q: 3 clusters Score -302993.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -303007.718750 Penalty: 3820.019531
	Iteration 17Q: 3 clusters Score -303007.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -303019.468750 Penalty: 3820.019531
	Iteration 18Q: 3 clusters Score -303019.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -303028.531250 Penalty: 3820.019531
	Iteration 19Q: 3 clusters Score -303028.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -303036.062500 Penalty: 3820.019531
	Iteration 20F: 3 clusters Score -303036.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -303044.187500 Penalty: 3820.019531
	Iteration 21Q: 3 clusters Score -303044.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -303053.187500 Penalty: 3820.019531
	Iteration 22Q: 3 clusters Score -303053.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -303066.250000 Penalty: 3820.019531
	Iteration 23Q: 3 clusters Score -303066.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -303087.093750 Penalty: 3820.019531
	Iteration 24Q: 3 clusters Score -303087.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -303108.906250 Penalty: 3820.019531
	Iteration 25Q: 3 clusters Score -303108.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -303131.343750 Penalty: 3820.019531
	Iteration 26Q: 3 clusters Score -303131.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -303157.812500 Penalty: 3820.019531
	Iteration 27Q: 3 clusters Score -303157.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -303201.250000 Penalty: 3820.019531
	Iteration 28Q: 3 clusters Score -303201.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -303245.437500 Penalty: 3820.019531
	Iteration 29Q: 3 clusters Score -303245.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -303324.437500 Penalty: 3820.019531
	Iteration 30Q: 3 clusters Score -303324.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -303419.500000 Penalty: 3820.019531
	Iteration 31Q: 3 clusters Score -303419.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -303534.843750 Penalty: 3820.019531
	Iteration 32Q: 3 clusters Score -303534.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -303630.562500 Penalty: 3820.019531
	Iteration 33Q: 3 clusters Score -303630.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -303671.781250 Penalty: 3820.019531
	Iteration 34Q: 3 clusters Score -303671.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -303691.031250 Penalty: 3820.019531
	Iteration 35Q: 3 clusters Score -303691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -303699.625000 Penalty: 3820.019531
	Iteration 36Q: 3 clusters Score -303699.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -303703.625000 Penalty: 3820.019531
	Iteration 37Q: 3 clusters Score -303703.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -303704.500000 Penalty: 3820.019531
	Iteration 38Q: 3 clusters Score -303704.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -303704.906250 Penalty: 3820.019531
	Iteration 39Q: 3 clusters Score -303704.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -303704.906250 Penalty: 3820.019531
	Iteration 40F: 3 clusters Score -303704.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Entering Unmasked Estep 
Score: -5439581.500000 Penalty: 2626.023438
	Iteration 0F: 2 clusters Score -5439582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -5412659.000000 Penalty: 5252.046875
	Iteration 0F: 3 clusters Score -5412659 nChanged 18046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -5422528.000000 Penalty: 5252.046875
	Iteration 1F: 3 clusters Score -5422528 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -5423106.500000 Penalty: 5252.046875
	Iteration 2Q: 3 clusters Score -5423106 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -5423654.500000 Penalty: 5252.046875
	Iteration 3Q: 3 clusters Score -5423654 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -5424185.500000 Penalty: 5252.046875
	Iteration 4Q: 3 clusters Score -5424186 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -5424661.500000 Penalty: 5252.046875
	Iteration 5Q: 3 clusters Score -5424662 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -5425146.000000 Penalty: 5252.046875
	Iteration 6Q: 3 clusters Score -5425146 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -5425684.500000 Penalty: 5252.046875
	Iteration 7Q: 3 clusters Score -5425684 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -5426109.500000 Penalty: 5252.046875
	Iteration 8Q: 3 clusters Score -5426110 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -5426592.000000 Penalty: 5252.046875
	Iteration 9Q: 3 clusters Score -5426592 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -5427066.500000 Penalty: 5252.046875
	Iteration 10Q: 3 clusters Score -5427066 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -5427503.000000 Penalty: 5252.046875
	Iteration 11Q: 3 clusters Score -5427503 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -5427903.000000 Penalty: 5252.046875
	Iteration 12Q: 3 clusters Score -5427903 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -5428303.000000 Penalty: 5252.046875
	Iteration 13Q: 3 clusters Score -5428303 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -5428659.000000 Penalty: 5252.046875
	Iteration 14Q: 3 clusters Score -5428659 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -5429097.500000 Penalty: 5252.046875
	Iteration 15Q: 3 clusters Score -5429098 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -5429492.500000 Penalty: 5252.046875
	Iteration 16Q: 3 clusters Score -5429492 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -5429901.500000 Penalty: 5252.046875
	Iteration 17Q: 3 clusters Score -5429902 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -5430351.500000 Penalty: 5252.046875
	Iteration 18Q: 3 clusters Score -5430352 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -5430780.500000 Penalty: 5252.046875
	Iteration 19Q: 3 clusters Score -5430780 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -5431259.000000 Penalty: 5252.046875
	Iteration 20F: 3 clusters Score -5431259 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -5431720.000000 Penalty: 5252.046875
	Iteration 21Q: 3 clusters Score -5431720 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -5432140.500000 Penalty: 5252.046875
	Iteration 22Q: 3 clusters Score -5432140 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -5432578.000000 Penalty: 5252.046875
	Iteration 23Q: 3 clusters Score -5432578 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -5432957.000000 Penalty: 5252.046875
	Iteration 24Q: 3 clusters Score -5432957 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -5433290.500000 Penalty: 5252.046875
	Iteration 25Q: 3 clusters Score -5433290 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -5433634.500000 Penalty: 5252.046875
	Iteration 26Q: 3 clusters Score -5433634 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -5433952.500000 Penalty: 5252.046875
	Iteration 27Q: 3 clusters Score -5433952 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -5434257.500000 Penalty: 5252.046875
	Iteration 28Q: 3 clusters Score -5434258 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -5434505.000000 Penalty: 5252.046875
	Iteration 29Q: 3 clusters Score -5434505 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -5434719.000000 Penalty: 5252.046875
	Iteration 30Q: 3 clusters Score -5434719 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -5434951.500000 Penalty: 5252.046875
	Iteration 31Q: 3 clusters Score -5434952 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -5435216.000000 Penalty: 5252.046875
	Iteration 32Q: 3 clusters Score -5435216 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -5435468.000000 Penalty: 5252.046875
	Iteration 33Q: 3 clusters Score -5435468 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -5435717.000000 Penalty: 5252.046875
	Iteration 34Q: 3 clusters Score -5435717 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -5435956.000000 Penalty: 5252.046875
	Iteration 35Q: 3 clusters Score -5435956 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -5436197.000000 Penalty: 5252.046875
	Iteration 36Q: 3 clusters Score -5436197 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -5436446.000000 Penalty: 5252.046875
	Iteration 37Q: 3 clusters Score -5436446 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -5436655.500000 Penalty: 5252.046875
	Iteration 38Q: 3 clusters Score -5436656 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -5436843.000000 Penalty: 5252.046875
	Iteration 39Q: 3 clusters Score -5436843 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -5436984.000000 Penalty: 5252.046875
	Iteration 40F: 3 clusters Score -5436984 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -5437133.500000 Penalty: 5252.046875
	Iteration 41Q: 3 clusters Score -5437134 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -5437255.000000 Penalty: 5252.046875
	Iteration 42Q: 3 clusters Score -5437255 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -5437320.500000 Penalty: 5252.046875
	Iteration 43Q: 3 clusters Score -5437320 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -5437409.500000 Penalty: 5252.046875
	Iteration 44Q: 3 clusters Score -5437410 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -5437456.000000 Penalty: 5252.046875
	Iteration 45Q: 3 clusters Score -5437456 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -5437490.500000 Penalty: 5252.046875
	Iteration 46Q: 3 clusters Score -5437490 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -5437529.000000 Penalty: 5252.046875
	Iteration 47Q: 3 clusters Score -5437529 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -5437561.000000 Penalty: 5252.046875
	Iteration 48Q: 3 clusters Score -5437561 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -5437588.000000 Penalty: 5252.046875
	Iteration 49Q: 3 clusters Score -5437588 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -5437613.000000 Penalty: 5252.046875
	Iteration 50Q: 3 clusters Score -5437613 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 36191 members 
Entering Unmasked Estep 
Score: -5437641.500000 Penalty: 5252.046875
	Iteration 51Q: 3 clusters Score -5437642 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -5437643.000000 Penalty: 5252.046875
	Iteration 52Q: 3 clusters Score -5437643 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -5437644.500000 Penalty: 5252.046875
	Iteration 53Q: 3 clusters Score -5437644 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -5437665.000000 Penalty: 5252.046875
	Iteration 54Q: 3 clusters Score -5437665 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
Score: -5437685.000000 Penalty: 5252.046875
	Iteration 55Q: 3 clusters Score -5437685 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -5437700.500000 Penalty: 5252.046875
	Iteration 56Q: 3 clusters Score -5437700 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -5437720.000000 Penalty: 5252.046875
	Iteration 57Q: 3 clusters Score -5437720 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -5437707.000000 Penalty: 5252.046875
	Iteration 58Q: 3 clusters Score -5437707 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -5437713.500000 Penalty: 5252.046875
	Iteration 59Q: 3 clusters Score -5437714 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -5437723.000000 Penalty: 5252.046875
	Iteration 60F: 3 clusters Score -5437723 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -5437720.000000 Penalty: 5252.046875
	Iteration 61Q: 3 clusters Score -5437720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -5437726.500000 Penalty: 5252.046875
	Iteration 62Q: 3 clusters Score -5437726 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -5437721.000000 Penalty: 5252.046875
	Iteration 63Q: 3 clusters Score -5437721 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 36778 members 
Entering Unmasked Estep 
Score: -5437719.000000 Penalty: 5252.046875
	Iteration 64Q: 3 clusters Score -5437719 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 36818 members 
Entering Unmasked Estep 
Score: -5437740.500000 Penalty: 5252.046875
	Iteration 65Q: 3 clusters Score -5437740 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 36852 members 
Entering Unmasked Estep 
Score: -5437756.500000 Penalty: 5252.046875
	Iteration 66Q: 3 clusters Score -5437756 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -5437751.000000 Penalty: 5252.046875
	Iteration 67Q: 3 clusters Score -5437751 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -5437749.500000 Penalty: 5252.046875
	Iteration 68Q: 3 clusters Score -5437750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -5437760.500000 Penalty: 5252.046875
	Iteration 69Q: 3 clusters Score -5437760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 36948 members 
Entering Unmasked Estep 
Score: -5437768.500000 Penalty: 5252.046875
	Iteration 70Q: 3 clusters Score -5437768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -5437764.000000 Penalty: 5252.046875
	Iteration 71Q: 3 clusters Score -5437764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -5437764.500000 Penalty: 5252.046875
	Iteration 72Q: 3 clusters Score -5437764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 36979 members 
Entering Unmasked Estep 
Score: -5437759.500000 Penalty: 5252.046875
	Iteration 73Q: 3 clusters Score -5437760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -5437763.000000 Penalty: 5252.046875
	Iteration 74Q: 3 clusters Score -5437763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -5437767.500000 Penalty: 5252.046875
	Iteration 75Q: 3 clusters Score -5437768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 37009 members 
Entering Unmasked Estep 
Score: -5437775.000000 Penalty: 5252.046875
	Iteration 76Q: 3 clusters Score -5437775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -5437775.000000 Penalty: 5252.046875
	Iteration 77Q: 3 clusters Score -5437775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 37026 members 
Entering Unmasked Estep 
Score: -5437771.000000 Penalty: 5252.046875
	Iteration 78Q: 3 clusters Score -5437771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 37035 members 
Entering Unmasked Estep 
Score: -5437772.000000 Penalty: 5252.046875
	Iteration 79Q: 3 clusters Score -5437772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -5437768.500000 Penalty: 5252.046875
	Iteration 80F: 3 clusters Score -5437768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 37059 members 
Entering Unmasked Estep 
Score: -5437773.500000 Penalty: 5252.046875
	Iteration 81Q: 3 clusters Score -5437774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -5437777.500000 Penalty: 5252.046875
	Iteration 82Q: 3 clusters Score -5437778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 37079 members 
Entering Unmasked Estep 
Score: -5437782.000000 Penalty: 5252.046875
	Iteration 83Q: 3 clusters Score -5437782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 37086 members 
Entering Unmasked Estep 
Score: -5437789.500000 Penalty: 5252.046875
	Iteration 84Q: 3 clusters Score -5437790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
Score: -5437784.500000 Penalty: 5252.046875
	Iteration 85Q: 3 clusters Score -5437784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 37098 members 
Entering Unmasked Estep 
Score: -5437780.000000 Penalty: 5252.046875
	Iteration 86Q: 3 clusters Score -5437780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 37100 members 
Entering Unmasked Estep 
Score: -5437780.000000 Penalty: 5252.046875
	Iteration 87Q: 3 clusters Score -5437780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 37102 members 
Entering Unmasked Estep 
Score: -5437780.500000 Penalty: 5252.046875
	Iteration 88Q: 3 clusters Score -5437780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 37106 members 
Entering Unmasked Estep 
Score: -5437788.500000 Penalty: 5252.046875
	Iteration 89Q: 3 clusters Score -5437788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -5437790.000000 Penalty: 5252.046875
	Iteration 90Q: 3 clusters Score -5437790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 37118 members 
Entering Unmasked Estep 
Score: -5437799.000000 Penalty: 5252.046875
	Iteration 91Q: 3 clusters Score -5437799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -5437789.500000 Penalty: 5252.046875
	Iteration 92Q: 3 clusters Score -5437790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -5437792.000000 Penalty: 5252.046875
	Iteration 93Q: 3 clusters Score -5437792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 37136 members 
Entering Unmasked Estep 
Score: -5437787.500000 Penalty: 5252.046875
	Iteration 94Q: 3 clusters Score -5437788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 37141 members 
Entering Unmasked Estep 
Score: -5437799.000000 Penalty: 5252.046875
	Iteration 95Q: 3 clusters Score -5437799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -5437788.000000 Penalty: 5252.046875
	Iteration 96Q: 3 clusters Score -5437788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -5437789.500000 Penalty: 5252.046875
	Iteration 97Q: 3 clusters Score -5437790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -5437787.500000 Penalty: 5252.046875
	Iteration 98Q: 3 clusters Score -5437788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -5437795.500000 Penalty: 5252.046875
	Iteration 99Q: 3 clusters Score -5437796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -5437802.000000 Penalty: 5252.046875
	Iteration 100F: 3 clusters Score -5437802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 37172 members 
Entering Unmasked Estep 
Score: -5437801.500000 Penalty: 5252.046875
	Iteration 101Q: 3 clusters Score -5437802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 37178 members 
Entering Unmasked Estep 
Score: -5437797.000000 Penalty: 5252.046875
	Iteration 102Q: 3 clusters Score -5437797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 37179 members 
Entering Unmasked Estep 
Score: -5437800.000000 Penalty: 5252.046875
	Iteration 103Q: 3 clusters Score -5437800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -5437801.500000 Penalty: 5252.046875
	Iteration 104Q: 3 clusters Score -5437802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -5437802.000000 Penalty: 5252.046875
	Iteration 105Q: 3 clusters Score -5437802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -5437802.500000 Penalty: 5252.046875
	Iteration 106Q: 3 clusters Score -5437802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -5437802.500000 Penalty: 5252.046875
	Iteration 107F: 3 clusters Score -5437802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Entering Unmasked Estep 
Score: -543681.750000 Penalty: 2053.364990
	Iteration 0F: 2 clusters Score -543681.8 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 1982 members 
Entering Unmasked Estep 
Score: -539849.125000 Penalty: 4106.729980
	Iteration 0F: 3 clusters Score -539849.1 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -540667.750000 Penalty: 4106.729980
	Iteration 1F: 3 clusters Score -540667.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -540856.750000 Penalty: 4106.729980
	Iteration 2F: 3 clusters Score -540856.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -540973.250000 Penalty: 4106.729980
	Iteration 3F: 3 clusters Score -540973.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -541041.562500 Penalty: 4106.729980
	Iteration 4Q: 3 clusters Score -541041.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -541082.437500 Penalty: 4106.729980
	Iteration 5Q: 3 clusters Score -541082.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -541112.937500 Penalty: 4106.729980
	Iteration 6Q: 3 clusters Score -541112.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -541139.937500 Penalty: 4106.729980
	Iteration 7Q: 3 clusters Score -541139.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -541157.687500 Penalty: 4106.729980
	Iteration 8Q: 3 clusters Score -541157.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -541170.500000 Penalty: 4106.729980
	Iteration 9Q: 3 clusters Score -541170.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -541178.375000 Penalty: 4106.729980
	Iteration 10Q: 3 clusters Score -541178.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -541189.562500 Penalty: 4106.729980
	Iteration 11Q: 3 clusters Score -541189.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -541196.250000 Penalty: 4106.729980
	Iteration 12Q: 3 clusters Score -541196.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -541204.687500 Penalty: 4106.729980
	Iteration 13Q: 3 clusters Score -541204.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -541210.437500 Penalty: 4106.729980
	Iteration 14Q: 3 clusters Score -541210.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -541217.500000 Penalty: 4106.729980
	Iteration 15Q: 3 clusters Score -541217.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -541224.375000 Penalty: 4106.729980
	Iteration 16Q: 3 clusters Score -541224.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -541230.875000 Penalty: 4106.729980
	Iteration 17Q: 3 clusters Score -541230.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -541236.062500 Penalty: 4106.729980
	Iteration 18Q: 3 clusters Score -541236.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -541240.750000 Penalty: 4106.729980
	Iteration 19Q: 3 clusters Score -541240.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -541245.625000 Penalty: 4106.729980
	Iteration 20F: 3 clusters Score -541245.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -541249.937500 Penalty: 4106.729980
	Iteration 21Q: 3 clusters Score -541249.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -541254.187500 Penalty: 4106.729980
	Iteration 22Q: 3 clusters Score -541254.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -541258.875000 Penalty: 4106.729980
	Iteration 23Q: 3 clusters Score -541258.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -541261.687500 Penalty: 4106.729980
	Iteration 24Q: 3 clusters Score -541261.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -541263.062500 Penalty: 4106.729980
	Iteration 25Q: 3 clusters Score -541263.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -541265.187500 Penalty: 4106.729980
	Iteration 26Q: 3 clusters Score -541265.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -541266.375000 Penalty: 4106.729980
	Iteration 27Q: 3 clusters Score -541266.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -541269.000000 Penalty: 4106.729980
	Iteration 28Q: 3 clusters Score -541269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -541270.000000 Penalty: 4106.729980
	Iteration 29Q: 3 clusters Score -541270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -541271.250000 Penalty: 4106.729980
	Iteration 30Q: 3 clusters Score -541271.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -541272.687500 Penalty: 4106.729980
	Iteration 31Q: 3 clusters Score -541272.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -541273.437500 Penalty: 4106.729980
	Iteration 32Q: 3 clusters Score -541273.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -541274.375000 Penalty: 4106.729980
	Iteration 33Q: 3 clusters Score -541274.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -541276.000000 Penalty: 4106.729980
	Iteration 34Q: 3 clusters Score -541276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -541277.500000 Penalty: 4106.729980
	Iteration 35Q: 3 clusters Score -541277.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -541281.437500 Penalty: 4106.729980
	Iteration 36Q: 3 clusters Score -541281.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -541285.750000 Penalty: 4106.729980
	Iteration 37Q: 3 clusters Score -541285.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -541291.125000 Penalty: 4106.729980
	Iteration 38Q: 3 clusters Score -541291.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -541294.125000 Penalty: 4106.729980
	Iteration 39Q: 3 clusters Score -541294.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -541296.937500 Penalty: 4106.729980
	Iteration 40F: 3 clusters Score -541296.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -541299.750000 Penalty: 4106.729980
	Iteration 41Q: 3 clusters Score -541299.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -541301.687500 Penalty: 4106.729980
	Iteration 42Q: 3 clusters Score -541301.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -541304.062500 Penalty: 4106.729980
	Iteration 43Q: 3 clusters Score -541304.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -541306.687500 Penalty: 4106.729980
	Iteration 44Q: 3 clusters Score -541306.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -541311.937500 Penalty: 4106.729980
	Iteration 45Q: 3 clusters Score -541311.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -541315.750000 Penalty: 4106.729980
	Iteration 46Q: 3 clusters Score -541315.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -541319.187500 Penalty: 4106.729980
	Iteration 47Q: 3 clusters Score -541319.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -541321.562500 Penalty: 4106.729980
	Iteration 48Q: 3 clusters Score -541321.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -541324.125000 Penalty: 4106.729980
	Iteration 49Q: 3 clusters Score -541324.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -541326.187500 Penalty: 4106.729980
	Iteration 50Q: 3 clusters Score -541326.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -541326.687500 Penalty: 4106.729980
	Iteration 51Q: 3 clusters Score -541326.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -541326.937500 Penalty: 4106.729980
	Iteration 52Q: 3 clusters Score -541326.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -541331.062500 Penalty: 4106.729980
	Iteration 53Q: 3 clusters Score -541331.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -541333.312500 Penalty: 4106.729980
	Iteration 54Q: 3 clusters Score -541333.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -541343.125000 Penalty: 4106.729980
	Iteration 55Q: 3 clusters Score -541343.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -541351.812500 Penalty: 4106.729980
	Iteration 56Q: 3 clusters Score -541351.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -541359.562500 Penalty: 4106.729980
	Iteration 57Q: 3 clusters Score -541359.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -541369.250000 Penalty: 4106.729980
	Iteration 58Q: 3 clusters Score -541369.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -541377.187500 Penalty: 4106.729980
	Iteration 59Q: 3 clusters Score -541377.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -541385.875000 Penalty: 4106.729980
	Iteration 60F: 3 clusters Score -541385.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -541395.437500 Penalty: 4106.729980
	Iteration 61Q: 3 clusters Score -541395.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -541407.187500 Penalty: 4106.729980
	Iteration 62Q: 3 clusters Score -541407.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -541420.375000 Penalty: 4106.729980
	Iteration 63Q: 3 clusters Score -541420.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -541432.562500 Penalty: 4106.729980
	Iteration 64Q: 3 clusters Score -541432.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -541444.437500 Penalty: 4106.729980
	Iteration 65Q: 3 clusters Score -541444.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -541454.812500 Penalty: 4106.729980
	Iteration 66Q: 3 clusters Score -541454.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -541465.312500 Penalty: 4106.729980
	Iteration 67Q: 3 clusters Score -541465.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -541478.625000 Penalty: 4106.729980
	Iteration 68Q: 3 clusters Score -541478.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -541496.437500 Penalty: 4106.729980
	Iteration 69Q: 3 clusters Score -541496.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -541515.750000 Penalty: 4106.729980
	Iteration 70Q: 3 clusters Score -541515.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -541529.500000 Penalty: 4106.729980
	Iteration 71Q: 3 clusters Score -541529.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -541547.437500 Penalty: 4106.729980
	Iteration 72Q: 3 clusters Score -541547.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -541563.625000 Penalty: 4106.729980
	Iteration 73Q: 3 clusters Score -541563.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -541582.500000 Penalty: 4106.729980
	Iteration 74Q: 3 clusters Score -541582.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -541597.812500 Penalty: 4106.729980
	Iteration 75Q: 3 clusters Score -541597.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -541620.375000 Penalty: 4106.729980
	Iteration 76Q: 3 clusters Score -541620.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -541642.500000 Penalty: 4106.729980
	Iteration 77Q: 3 clusters Score -541642.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -541663.062500 Penalty: 4106.729980
	Iteration 78Q: 3 clusters Score -541663.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -541693.750000 Penalty: 4106.729980
	Iteration 79Q: 3 clusters Score -541693.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -541727.125000 Penalty: 4106.729980
	Iteration 80F: 3 clusters Score -541727.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -541754.125000 Penalty: 4106.729980
	Iteration 81Q: 3 clusters Score -541754.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -541779.062500 Penalty: 4106.729980
	Iteration 82Q: 3 clusters Score -541779.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -541805.875000 Penalty: 4106.729980
	Iteration 83Q: 3 clusters Score -541805.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -541837.625000 Penalty: 4106.729980
	Iteration 84Q: 3 clusters Score -541837.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -541857.375000 Penalty: 4106.729980
	Iteration 85Q: 3 clusters Score -541857.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -541873.375000 Penalty: 4106.729980
	Iteration 86Q: 3 clusters Score -541873.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -541893.750000 Penalty: 4106.729980
	Iteration 87Q: 3 clusters Score -541893.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -541903.125000 Penalty: 4106.729980
	Iteration 88Q: 3 clusters Score -541903.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -541911.437500 Penalty: 4106.729980
	Iteration 89Q: 3 clusters Score -541911.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -541917.687500 Penalty: 4106.729980
	Iteration 90Q: 3 clusters Score -541917.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -541926.750000 Penalty: 4106.729980
	Iteration 91Q: 3 clusters Score -541926.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -541938.187500 Penalty: 4106.729980
	Iteration 92Q: 3 clusters Score -541938.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -541948.750000 Penalty: 4106.729980
	Iteration 93Q: 3 clusters Score -541948.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -541958.187500 Penalty: 4106.729980
	Iteration 94Q: 3 clusters Score -541958.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -541964.562500 Penalty: 4106.729980
	Iteration 95Q: 3 clusters Score -541964.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -541970.625000 Penalty: 4106.729980
	Iteration 96Q: 3 clusters Score -541970.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -541973.812500 Penalty: 4106.729980
	Iteration 97Q: 3 clusters Score -541973.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -541977.875000 Penalty: 4106.729980
	Iteration 98Q: 3 clusters Score -541977.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -541979.375000 Penalty: 4106.729980
	Iteration 99Q: 3 clusters Score -541979.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -541982.062500 Penalty: 4106.729980
	Iteration 100F: 3 clusters Score -541982.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -541984.937500 Penalty: 4106.729980
	Iteration 101Q: 3 clusters Score -541984.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -541988.687500 Penalty: 4106.729980
	Iteration 102Q: 3 clusters Score -541988.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -541995.625000 Penalty: 4106.729980
	Iteration 103Q: 3 clusters Score -541995.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -542004.562500 Penalty: 4106.729980
	Iteration 104Q: 3 clusters Score -542004.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -542009.375000 Penalty: 4106.729980
	Iteration 105Q: 3 clusters Score -542009.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -542010.750000 Penalty: 4106.729980
	Iteration 106Q: 3 clusters Score -542010.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -542013.187500 Penalty: 4106.729980
	Iteration 107Q: 3 clusters Score -542013.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -542017.625000 Penalty: 4106.729980
	Iteration 108Q: 3 clusters Score -542017.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -542020.187500 Penalty: 4106.729980
	Iteration 109Q: 3 clusters Score -542020.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -542022.625000 Penalty: 4106.729980
	Iteration 110Q: 3 clusters Score -542022.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -542023.875000 Penalty: 4106.729980
	Iteration 111Q: 3 clusters Score -542023.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -542023.812500 Penalty: 4106.729980
	Iteration 112Q: 3 clusters Score -542023.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -542026.000000 Penalty: 4106.729980
	Iteration 113Q: 3 clusters Score -542026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -542028.000000 Penalty: 4106.729980
	Iteration 114Q: 3 clusters Score -542028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -542030.000000 Penalty: 4106.729980
	Iteration 115Q: 3 clusters Score -542030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -542031.625000 Penalty: 4106.729980
	Iteration 116Q: 3 clusters Score -542031.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -542031.875000 Penalty: 4106.729980
	Iteration 117Q: 3 clusters Score -542031.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -542033.250000 Penalty: 4106.729980
	Iteration 118Q: 3 clusters Score -542033.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -542033.250000 Penalty: 4106.729980
	Iteration 119F: 3 clusters Score -542033.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Entering Unmasked Estep 
Score: -2430696.250000 Penalty: 2418.905762
	Iteration 0F: 2 clusters Score -2430696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2418432.250000 Penalty: 4837.811523
	Iteration 0F: 3 clusters Score -2418432 nChanged 7450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -2422410.500000 Penalty: 4837.811523
	Iteration 1F: 3 clusters Score -2422410 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -2422780.000000 Penalty: 4837.811523
	Iteration 2F: 3 clusters Score -2422780 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -2423118.250000 Penalty: 4837.811523
	Iteration 3Q: 3 clusters Score -2423118 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2423535.750000 Penalty: 4837.811523
	Iteration 4Q: 3 clusters Score -2423536 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -2423995.000000 Penalty: 4837.811523
	Iteration 5F: 3 clusters Score -2423995 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -2424615.500000 Penalty: 4837.811523
	Iteration 6F: 3 clusters Score -2424616 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2425450.750000 Penalty: 4837.811523
	Iteration 7F: 3 clusters Score -2425451 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -2426417.500000 Penalty: 4837.811523
	Iteration 8F: 3 clusters Score -2426418 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -2427314.250000 Penalty: 4837.811523
	Iteration 9F: 3 clusters Score -2427314 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -2427914.500000 Penalty: 4837.811523
	Iteration 10Q: 3 clusters Score -2427914 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -2428249.750000 Penalty: 4837.811523
	Iteration 11Q: 3 clusters Score -2428250 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2428425.000000 Penalty: 4837.811523
	Iteration 12Q: 3 clusters Score -2428425 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -2428513.000000 Penalty: 4837.811523
	Iteration 13Q: 3 clusters Score -2428513 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -2428552.750000 Penalty: 4837.811523
	Iteration 14Q: 3 clusters Score -2428553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2428578.750000 Penalty: 4837.811523
	Iteration 15Q: 3 clusters Score -2428579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2428596.500000 Penalty: 4837.811523
	Iteration 16Q: 3 clusters Score -2428596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -2428612.250000 Penalty: 4837.811523
	Iteration 17Q: 3 clusters Score -2428612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -2428618.000000 Penalty: 4837.811523
	Iteration 18Q: 3 clusters Score -2428618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -2428615.500000 Penalty: 4837.811523
	Iteration 19Q: 3 clusters Score -2428616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -2428618.000000 Penalty: 4837.811523
	Iteration 20F: 3 clusters Score -2428618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -2428624.750000 Penalty: 4837.811523
	Iteration 21Q: 3 clusters Score -2428625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -2428624.750000 Penalty: 4837.811523
	Iteration 22F: 3 clusters Score -2428625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Entering Unmasked Estep 
Score: -79829.023438 Penalty: 1580.159790
	Iteration 0F: 2 clusters Score -79829.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -78212.656250 Penalty: 3160.319580
	Iteration 0F: 3 clusters Score -78212.66 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -78378.546875 Penalty: 3160.319580
	Iteration 1F: 3 clusters Score -78378.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -78429.804688 Penalty: 3160.319580
	Iteration 2Q: 3 clusters Score -78429.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -78462.554688 Penalty: 3160.319580
	Iteration 3Q: 3 clusters Score -78462.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -78482.984375 Penalty: 3160.319580
	Iteration 4Q: 3 clusters Score -78482.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -78493.328125 Penalty: 3160.319580
	Iteration 5Q: 3 clusters Score -78493.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -78498.375000 Penalty: 3160.319580
	Iteration 6Q: 3 clusters Score -78498.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -78498.375000 Penalty: 3160.319580
	Iteration 7F: 3 clusters Score -78498.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (55732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55732 members 
Entering Unmasked Estep 
Score: -7866188.500000 Penalty: 2710.220703
	Iteration 0F: 2 clusters Score -7866188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -7828886.000000 Penalty: 5420.441406
	Iteration 0F: 3 clusters Score -7828886 nChanged 25801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -7843773.500000 Penalty: 5420.441406
	Iteration 1F: 3 clusters Score -7843774 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -7845259.500000 Penalty: 5420.441406
	Iteration 2F: 3 clusters Score -7845260 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -7847293.000000 Penalty: 5420.441406
	Iteration 3F: 3 clusters Score -7847293 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37197 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -7850189.500000 Penalty: 5420.441406
	Iteration 4F: 3 clusters Score -7850190 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -7853620.000000 Penalty: 5420.441406
	Iteration 5F: 3 clusters Score -7853620 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -7857384.500000 Penalty: 5420.441406
	Iteration 6F: 3 clusters Score -7857384 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -7860564.000000 Penalty: 5420.441406
	Iteration 7F: 3 clusters Score -7860564 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50541 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -7862798.000000 Penalty: 5420.441406
	Iteration 8Q: 3 clusters Score -7862798 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52098 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -7864141.000000 Penalty: 5420.441406
	Iteration 9Q: 3 clusters Score -7864141 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53054 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -7864885.500000 Penalty: 5420.441406
	Iteration 10Q: 3 clusters Score -7864886 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53637 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -7865354.500000 Penalty: 5420.441406
	Iteration 11Q: 3 clusters Score -7865354 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53955 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -7865520.500000 Penalty: 5420.441406
	Iteration 12Q: 3 clusters Score -7865520 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54130 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -7865597.000000 Penalty: 5420.441406
	Iteration 13Q: 3 clusters Score -7865597 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54236 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -7865646.000000 Penalty: 5420.441406
	Iteration 14Q: 3 clusters Score -7865646 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54298 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -7865664.000000 Penalty: 5420.441406
	Iteration 15Q: 3 clusters Score -7865664 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54340 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -7865682.000000 Penalty: 5420.441406
	Iteration 16Q: 3 clusters Score -7865682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54368 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -7865673.000000 Penalty: 5420.441406
	Iteration 17Q: 3 clusters Score -7865673 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54388 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -7865683.500000 Penalty: 5420.441406
	Iteration 18Q: 3 clusters Score -7865684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54402 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -7865687.500000 Penalty: 5420.441406
	Iteration 19Q: 3 clusters Score -7865688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54410 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -7865697.000000 Penalty: 5420.441406
	Iteration 20F: 3 clusters Score -7865697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54420 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -7865694.500000 Penalty: 5420.441406
	Iteration 21Q: 3 clusters Score -7865694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54429 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -7865699.500000 Penalty: 5420.441406
	Iteration 22Q: 3 clusters Score -7865700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54439 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -7865699.000000 Penalty: 5420.441406
	Iteration 23Q: 3 clusters Score -7865699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54447 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -7865700.500000 Penalty: 5420.441406
	Iteration 24Q: 3 clusters Score -7865700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54451 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -7865705.000000 Penalty: 5420.441406
	Iteration 25Q: 3 clusters Score -7865705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54456 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -7865689.500000 Penalty: 5420.441406
	Iteration 26Q: 3 clusters Score -7865690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54463 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -7865701.000000 Penalty: 5420.441406
	Iteration 27Q: 3 clusters Score -7865701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54471 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -7865710.000000 Penalty: 5420.441406
	Iteration 28Q: 3 clusters Score -7865710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54481 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -7865710.000000 Penalty: 5420.441406
	Iteration 29Q: 3 clusters Score -7865710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54485 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -7865717.500000 Penalty: 5420.441406
	Iteration 30Q: 3 clusters Score -7865718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54486 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -7865716.500000 Penalty: 5420.441406
	Iteration 31Q: 3 clusters Score -7865716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54486 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -7865716.500000 Penalty: 5420.441406
	Iteration 32F: 3 clusters Score -7865716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (172907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172907 members 
Entering Unmasked Estep 
Score: -24354736.000000 Penalty: 2991.006104
	Iteration 0F: 2 clusters Score -2.435474e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86691 members 
Mstep: Class 2 contains 86216 members 
Entering Unmasked Estep 
Score: -24246366.000000 Penalty: 5982.012207
	Iteration 0F: 3 clusters Score -2.424637e+07 nChanged 82928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88819 members 
Mstep: Class 2 contains 84088 members 
Entering Unmasked Estep 
Score: -24294352.000000 Penalty: 5982.012207
	Iteration 1F: 3 clusters Score -2.429435e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90220 members 
Mstep: Class 2 contains 82687 members 
Entering Unmasked Estep 
Score: -24295206.000000 Penalty: 5982.012207
	Iteration 2Q: 3 clusters Score -2.429521e+07 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92361 members 
Mstep: Class 2 contains 80546 members 
Entering Unmasked Estep 
Score: -24296056.000000 Penalty: 5982.012207
	Iteration 3Q: 3 clusters Score -2.429606e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95761 members 
Mstep: Class 2 contains 77146 members 
Entering Unmasked Estep 
Score: -24297312.000000 Penalty: 5982.012207
	Iteration 4Q: 3 clusters Score -2.429731e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100839 members 
Mstep: Class 2 contains 72068 members 
Entering Unmasked Estep 
Score: -24299318.000000 Penalty: 5982.012207
	Iteration 5Q: 3 clusters Score -2.429932e+07 nChanged 8313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108134 members 
Mstep: Class 2 contains 64773 members 
Entering Unmasked Estep 
Score: -24302598.000000 Penalty: 5982.012207
	Iteration 6Q: 3 clusters Score -2.43026e+07 nChanged 10376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117964 members 
Mstep: Class 2 contains 54943 members 
Entering Unmasked Estep 
Score: -24308132.000000 Penalty: 5982.012207
	Iteration 7F: 3 clusters Score -2.430813e+07 nChanged 11863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129429 members 
Mstep: Class 2 contains 43478 members 
Entering Unmasked Estep 
Score: -24315420.000000 Penalty: 5982.012207
	Iteration 8F: 3 clusters Score -2.431542e+07 nChanged 11590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140703 members 
Mstep: Class 2 contains 32204 members 
Entering Unmasked Estep 
Score: -24323592.000000 Penalty: 5982.012207
	Iteration 9F: 3 clusters Score -2.432359e+07 nChanged 9339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149800 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -24330592.000000 Penalty: 5982.012207
	Iteration 10F: 3 clusters Score -2.433059e+07 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156443 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -24338464.000000 Penalty: 5982.012207
	Iteration 11Q: 3 clusters Score -2.433846e+07 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161430 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -24344532.000000 Penalty: 5982.012207
	Iteration 12Q: 3 clusters Score -2.434453e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165289 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -24348256.000000 Penalty: 5982.012207
	Iteration 13Q: 3 clusters Score -2.434826e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168003 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -24350372.000000 Penalty: 5982.012207
	Iteration 14Q: 3 clusters Score -2.435037e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169798 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -24351362.000000 Penalty: 5982.012207
	Iteration 15Q: 3 clusters Score -2.435136e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170826 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -24351762.000000 Penalty: 5982.012207
	Iteration 16Q: 3 clusters Score -2.435176e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171420 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -24351958.000000 Penalty: 5982.012207
	Iteration 17Q: 3 clusters Score -2.435196e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171768 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -24352044.000000 Penalty: 5982.012207
	Iteration 18Q: 3 clusters Score -2.435204e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171984 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -24352152.000000 Penalty: 5982.012207
	Iteration 19Q: 3 clusters Score -2.435215e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172111 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -24352228.000000 Penalty: 5982.012207
	Iteration 20F: 3 clusters Score -2.435223e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172197 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -24352268.000000 Penalty: 5982.012207
	Iteration 21Q: 3 clusters Score -2.435227e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172238 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -24352328.000000 Penalty: 5982.012207
	Iteration 22Q: 3 clusters Score -2.435233e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172274 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -24352324.000000 Penalty: 5982.012207
	Iteration 23Q: 3 clusters Score -2.435232e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172289 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -24352344.000000 Penalty: 5982.012207
	Iteration 24Q: 3 clusters Score -2.435234e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172306 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -24352372.000000 Penalty: 5982.012207
	Iteration 25Q: 3 clusters Score -2.435237e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172319 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -24352358.000000 Penalty: 5982.012207
	Iteration 26Q: 3 clusters Score -2.435236e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172331 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -24352374.000000 Penalty: 5982.012207
	Iteration 27Q: 3 clusters Score -2.435237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172335 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -24352378.000000 Penalty: 5982.012207
	Iteration 28Q: 3 clusters Score -2.435238e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172335 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -24352382.000000 Penalty: 5982.012207
	Iteration 29Q: 3 clusters Score -2.435238e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172336 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -24352392.000000 Penalty: 5982.012207
	Iteration 30Q: 3 clusters Score -2.435239e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172341 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -24352406.000000 Penalty: 5982.012207
	Iteration 31Q: 3 clusters Score -2.435241e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172346 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -24352408.000000 Penalty: 5982.012207
	Iteration 32Q: 3 clusters Score -2.435241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172350 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -24352432.000000 Penalty: 5982.012207
	Iteration 33Q: 3 clusters Score -2.435243e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172356 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -24352438.000000 Penalty: 5982.012207
	Iteration 34Q: 3 clusters Score -2.435244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172362 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -24352438.000000 Penalty: 5982.012207
	Iteration 35Q: 3 clusters Score -2.435244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172365 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -24352432.000000 Penalty: 5982.012207
	Iteration 36Q: 3 clusters Score -2.435243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172366 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -24352434.000000 Penalty: 5982.012207
	Iteration 37Q: 3 clusters Score -2.435243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172369 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -24352440.000000 Penalty: 5982.012207
	Iteration 38Q: 3 clusters Score -2.435244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172374 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -24352434.000000 Penalty: 5982.012207
	Iteration 39Q: 3 clusters Score -2.435243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172380 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -24352428.000000 Penalty: 5982.012207
	Iteration 40F: 3 clusters Score -2.435243e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172381 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -24352416.000000 Penalty: 5982.012207
	Iteration 41Q: 3 clusters Score -2.435242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172382 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -24352408.000000 Penalty: 5982.012207
	Iteration 42Q: 3 clusters Score -2.435241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172382 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -24352406.000000 Penalty: 5982.012207
	Iteration 43Q: 3 clusters Score -2.435241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172383 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -24352410.000000 Penalty: 5982.012207
	Iteration 44Q: 3 clusters Score -2.435241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172384 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -24352396.000000 Penalty: 5982.012207
	Iteration 45Q: 3 clusters Score -2.43524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172387 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -24352400.000000 Penalty: 5982.012207
	Iteration 46Q: 3 clusters Score -2.43524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172387 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -24352434.000000 Penalty: 5982.012207
	Iteration 47Q: 3 clusters Score -2.435243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172388 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -24352422.000000 Penalty: 5982.012207
	Iteration 48Q: 3 clusters Score -2.435242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172387 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -24352432.000000 Penalty: 5982.012207
	Iteration 49Q: 3 clusters Score -2.435243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172386 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -24352420.000000 Penalty: 5982.012207
	Iteration 50Q: 3 clusters Score -2.435242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172386 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -24352420.000000 Penalty: 5982.012207
	Iteration 51F: 3 clusters Score -2.435242e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (34598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Entering Unmasked Estep 
Score: -4907490.500000 Penalty: 2591.984863
	Iteration 0F: 2 clusters Score -4907490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -4883905.000000 Penalty: 5183.969727
	Iteration 0F: 3 clusters Score -4883905 nChanged 15726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -4892711.000000 Penalty: 5183.969727
	Iteration 1F: 3 clusters Score -4892711 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -4893264.500000 Penalty: 5183.969727
	Iteration 2Q: 3 clusters Score -4893264 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -4893885.000000 Penalty: 5183.969727
	Iteration 3Q: 3 clusters Score -4893885 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -4894498.000000 Penalty: 5183.969727
	Iteration 4Q: 3 clusters Score -4894498 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -4895217.000000 Penalty: 5183.969727
	Iteration 5Q: 3 clusters Score -4895217 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -4896043.000000 Penalty: 5183.969727
	Iteration 6Q: 3 clusters Score -4896043 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -4896998.500000 Penalty: 5183.969727
	Iteration 7Q: 3 clusters Score -4896998 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -4897964.500000 Penalty: 5183.969727
	Iteration 8F: 3 clusters Score -4897964 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -4898967.000000 Penalty: 5183.969727
	Iteration 9Q: 3 clusters Score -4898967 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -4899750.000000 Penalty: 5183.969727
	Iteration 10Q: 3 clusters Score -4899750 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -4900171.000000 Penalty: 5183.969727
	Iteration 11Q: 3 clusters Score -4900171 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -4900366.500000 Penalty: 5183.969727
	Iteration 12Q: 3 clusters Score -4900366 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -4900457.500000 Penalty: 5183.969727
	Iteration 13Q: 3 clusters Score -4900458 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -4900531.000000 Penalty: 5183.969727
	Iteration 14Q: 3 clusters Score -4900531 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -4900542.500000 Penalty: 5183.969727
	Iteration 15Q: 3 clusters Score -4900542 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -4900590.000000 Penalty: 5183.969727
	Iteration 16Q: 3 clusters Score -4900590 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -4900605.000000 Penalty: 5183.969727
	Iteration 17Q: 3 clusters Score -4900605 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -4900635.500000 Penalty: 5183.969727
	Iteration 18Q: 3 clusters Score -4900636 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -4900681.000000 Penalty: 5183.969727
	Iteration 19Q: 3 clusters Score -4900681 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -4900696.000000 Penalty: 5183.969727
	Iteration 20F: 3 clusters Score -4900696 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -4900720.500000 Penalty: 5183.969727
	Iteration 21Q: 3 clusters Score -4900720 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -4900742.000000 Penalty: 5183.969727
	Iteration 22Q: 3 clusters Score -4900742 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -4900771.500000 Penalty: 5183.969727
	Iteration 23Q: 3 clusters Score -4900772 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -4900794.500000 Penalty: 5183.969727
	Iteration 24Q: 3 clusters Score -4900794 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -4900803.500000 Penalty: 5183.969727
	Iteration 25Q: 3 clusters Score -4900804 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -4900814.500000 Penalty: 5183.969727
	Iteration 26Q: 3 clusters Score -4900814 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -4900837.000000 Penalty: 5183.969727
	Iteration 27Q: 3 clusters Score -4900837 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -4900883.000000 Penalty: 5183.969727
	Iteration 28Q: 3 clusters Score -4900883 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -4900919.000000 Penalty: 5183.969727
	Iteration 29Q: 3 clusters Score -4900919 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -4900944.500000 Penalty: 5183.969727
	Iteration 30Q: 3 clusters Score -4900944 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -4900977.500000 Penalty: 5183.969727
	Iteration 31Q: 3 clusters Score -4900978 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -4901033.000000 Penalty: 5183.969727
	Iteration 32Q: 3 clusters Score -4901033 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -4901139.500000 Penalty: 5183.969727
	Iteration 33Q: 3 clusters Score -4901140 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -4901217.500000 Penalty: 5183.969727
	Iteration 34Q: 3 clusters Score -4901218 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -4901359.000000 Penalty: 5183.969727
	Iteration 35Q: 3 clusters Score -4901359 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -4901490.000000 Penalty: 5183.969727
	Iteration 36Q: 3 clusters Score -4901490 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -4901769.500000 Penalty: 5183.969727
	Iteration 37Q: 3 clusters Score -4901770 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -4902084.000000 Penalty: 5183.969727
	Iteration 38Q: 3 clusters Score -4902084 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -4902441.500000 Penalty: 5183.969727
	Iteration 39Q: 3 clusters Score -4902442 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -4902815.000000 Penalty: 5183.969727
	Iteration 40F: 3 clusters Score -4902815 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -4903159.500000 Penalty: 5183.969727
	Iteration 41Q: 3 clusters Score -4903160 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -4903446.500000 Penalty: 5183.969727
	Iteration 42Q: 3 clusters Score -4903446 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -4903642.500000 Penalty: 5183.969727
	Iteration 43Q: 3 clusters Score -4903642 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -4903781.000000 Penalty: 5183.969727
	Iteration 44Q: 3 clusters Score -4903781 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -4903872.500000 Penalty: 5183.969727
	Iteration 45Q: 3 clusters Score -4903872 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -4903965.000000 Penalty: 5183.969727
	Iteration 46Q: 3 clusters Score -4903965 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -4904018.500000 Penalty: 5183.969727
	Iteration 47Q: 3 clusters Score -4904018 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -4904115.000000 Penalty: 5183.969727
	Iteration 48Q: 3 clusters Score -4904115 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -4904156.500000 Penalty: 5183.969727
	Iteration 49Q: 3 clusters Score -4904156 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -4904186.500000 Penalty: 5183.969727
	Iteration 50Q: 3 clusters Score -4904186 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -4904217.000000 Penalty: 5183.969727
	Iteration 51Q: 3 clusters Score -4904217 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -4904242.500000 Penalty: 5183.969727
	Iteration 52Q: 3 clusters Score -4904242 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -4904273.500000 Penalty: 5183.969727
	Iteration 53Q: 3 clusters Score -4904274 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -4904301.500000 Penalty: 5183.969727
	Iteration 54Q: 3 clusters Score -4904302 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -4904328.500000 Penalty: 5183.969727
	Iteration 55Q: 3 clusters Score -4904328 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -4904338.000000 Penalty: 5183.969727
	Iteration 56Q: 3 clusters Score -4904338 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -4904373.000000 Penalty: 5183.969727
	Iteration 57Q: 3 clusters Score -4904373 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -4904390.000000 Penalty: 5183.969727
	Iteration 58Q: 3 clusters Score -4904390 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -4904406.000000 Penalty: 5183.969727
	Iteration 59Q: 3 clusters Score -4904406 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -4904407.500000 Penalty: 5183.969727
	Iteration 60F: 3 clusters Score -4904408 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -4904407.500000 Penalty: 5183.969727
	Iteration 61Q: 3 clusters Score -4904408 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -4904425.500000 Penalty: 5183.969727
	Iteration 62Q: 3 clusters Score -4904426 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -4904443.000000 Penalty: 5183.969727
	Iteration 63Q: 3 clusters Score -4904443 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -4904449.500000 Penalty: 5183.969727
	Iteration 64Q: 3 clusters Score -4904450 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -4904457.000000 Penalty: 5183.969727
	Iteration 65Q: 3 clusters Score -4904457 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -4904461.000000 Penalty: 5183.969727
	Iteration 66Q: 3 clusters Score -4904461 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -4904460.000000 Penalty: 5183.969727
	Iteration 67Q: 3 clusters Score -4904460 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -4904482.500000 Penalty: 5183.969727
	Iteration 68Q: 3 clusters Score -4904482 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -4904486.000000 Penalty: 5183.969727
	Iteration 69Q: 3 clusters Score -4904486 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 29858 members 
Entering Unmasked Estep 
Score: -4904499.000000 Penalty: 5183.969727
	Iteration 70Q: 3 clusters Score -4904499 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -4904515.500000 Penalty: 5183.969727
	Iteration 71Q: 3 clusters Score -4904516 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -4904534.000000 Penalty: 5183.969727
	Iteration 72Q: 3 clusters Score -4904534 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -4904539.500000 Penalty: 5183.969727
	Iteration 73Q: 3 clusters Score -4904540 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4904558 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4904582 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -4904603.000000 Penalty: 5183.969727
	Iteration 76Q: 3 clusters Score -4904603 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 30466 members 
Entering Unmasked Estep 
Score: -4904613.500000 Penalty: 5183.969727
	Iteration 77Q: 3 clusters Score -4904614 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -4904644.000000 Penalty: 5183.969727
	Iteration 78Q: 3 clusters Score -4904644 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4904672 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -4904690.500000 Penalty: 5183.969727
	Iteration 80F: 3 clusters Score -4904690 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4904720 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4904736 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4904735 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -4904753.000000 Penalty: 5183.969727
	Iteration 84Q: 3 clusters Score -4904753 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4904763 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4904780 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4904795 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -4904803.000000 Penalty: 5183.969727
	Iteration 88Q: 3 clusters Score -4904803 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -4904817.000000 Penalty: 5183.969727
	Iteration 89Q: 3 clusters Score -4904817 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -4904822.000000 Penalty: 5183.969727
	Iteration 90Q: 3 clusters Score -4904822 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -4904819.000000 Penalty: 5183.969727
	Iteration 91Q: 3 clusters Score -4904819 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -4904827.000000 Penalty: 5183.969727
	Iteration 92Q: 3 clusters Score -4904827 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -4904830.000000 Penalty: 5183.969727
	Iteration 93Q: 3 clusters Score -4904830 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 31533 members 
Entering Unmasked Estep 
Score: -4904837.000000 Penalty: 5183.969727
	Iteration 94Q: 3 clusters Score -4904837 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -4904848.500000 Penalty: 5183.969727
	Iteration 95Q: 3 clusters Score -4904848 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -4904848.500000 Penalty: 5183.969727
	Iteration 96Q: 3 clusters Score -4904848 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -4904863.500000 Penalty: 5183.969727
	Iteration 97Q: 3 clusters Score -4904864 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 31677 members 
Entering Unmasked Estep 
Score: -4904869.000000 Penalty: 5183.969727
	Iteration 98Q: 3 clusters Score -4904869 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4904888 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -4904875.500000 Penalty: 5183.969727
	Iteration 100F: 3 clusters Score -4904876 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -4904878.000000 Penalty: 5183.969727
	Iteration 101Q: 3 clusters Score -4904878 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 31822 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4904884 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 31849 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4904900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -4904906.000000 Penalty: 5183.969727
	Iteration 104Q: 3 clusters Score -4904906 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -4904909.500000 Penalty: 5183.969727
	Iteration 105Q: 3 clusters Score -4904910 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4904910 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -4904915.000000 Penalty: 5183.969727
	Iteration 107Q: 3 clusters Score -4904915 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -4904926.500000 Penalty: 5183.969727
	Iteration 108Q: 3 clusters Score -4904926 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -4904931.000000 Penalty: 5183.969727
	Iteration 109Q: 3 clusters Score -4904931 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -4904943.000000 Penalty: 5183.969727
	Iteration 110Q: 3 clusters Score -4904943 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -4904958.000000 Penalty: 5183.969727
	Iteration 111Q: 3 clusters Score -4904958 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -4904971.500000 Penalty: 5183.969727
	Iteration 112Q: 3 clusters Score -4904972 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -4904969.500000 Penalty: 5183.969727
	Iteration 113Q: 3 clusters Score -4904970 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4904972 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4904971 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -4904986.000000 Penalty: 5183.969727
	Iteration 116Q: 3 clusters Score -4904986 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -4905009.000000 Penalty: 5183.969727
	Iteration 117Q: 3 clusters Score -4905009 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -4905010.500000 Penalty: 5183.969727
	Iteration 118Q: 3 clusters Score -4905010 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -4905015.000000 Penalty: 5183.969727
	Iteration 119Q: 3 clusters Score -4905015 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -4905016.000000 Penalty: 5183.969727
	Iteration 120F: 3 clusters Score -4905016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4905016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -4905033.500000 Penalty: 5183.969727
	Iteration 122Q: 3 clusters Score -4905034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -4905042.000000 Penalty: 5183.969727
	Iteration 123Q: 3 clusters Score -4905042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -4905041.000000 Penalty: 5183.969727
	Iteration 124Q: 3 clusters Score -4905041 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -4905055.000000 Penalty: 5183.969727
	Iteration 125Q: 3 clusters Score -4905055 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -4905065.500000 Penalty: 5183.969727
	Iteration 126Q: 3 clusters Score -4905066 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -4905071.000000 Penalty: 5183.969727
	Iteration 127Q: 3 clusters Score -4905071 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 32539 members 
Entering Unmasked Estep 
Score: -4905083.000000 Penalty: 5183.969727
	Iteration 128Q: 3 clusters Score -4905083 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -4905087.500000 Penalty: 5183.969727
	Iteration 129Q: 3 clusters Score -4905088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4905088 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -4905093.000000 Penalty: 5183.969727
	Iteration 131Q: 3 clusters Score -4905093 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -4905101.000000 Penalty: 5183.969727
	Iteration 132Q: 3 clusters Score -4905101 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4905102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 32675 members 
Entering Unmasked Estep 
Score: -4905104.000000 Penalty: 5183.969727
	Iteration 134Q: 3 clusters Score -4905104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -4905110.000000 Penalty: 5183.969727
	Iteration 135Q: 3 clusters Score -4905110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -4905117.500000 Penalty: 5183.969727
	Iteration 136Q: 3 clusters Score -4905118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -4905125.500000 Penalty: 5183.969727
	Iteration 137Q: 3 clusters Score -4905126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -4905121.500000 Penalty: 5183.969727
	Iteration 138Q: 3 clusters Score -4905122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 32737 members 
Entering Unmasked Estep 
Score: -4905123.000000 Penalty: 5183.969727
	Iteration 139Q: 3 clusters Score -4905123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -4905128.500000 Penalty: 5183.969727
	Iteration 140F: 3 clusters Score -4905128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4905129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4905128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4905126 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4905128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4905122 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 32768 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -4905126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
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Entering Unmasked Estep 
Score: -4905131.500000 Penalty: 5183.969727
	Iteration 147Q: 3 clusters Score -4905132 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1809 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4905130 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1805 members 
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -4905136 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 32793 members 
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	Iteration 150Q: 3 clusters Score -4905135 nChanged 1
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Mstep: Class 1 contains 1804 members 
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -4905140 nChanged 2
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Mstep: Class 1 contains 1802 members 
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	Iteration 152Q: 3 clusters Score -4905137 nChanged 1
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	Iteration 153Q: 3 clusters Score -4905136 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
Score: -4905141.000000 Penalty: 5183.969727
	Iteration 154Q: 3 clusters Score -4905141 nChanged 7
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Entering Unmasked Estep 
Score: -4905144.000000 Penalty: 5183.969727
	Iteration 155Q: 3 clusters Score -4905144 nChanged 12
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -4905146 nChanged 21
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Mstep: Class 1 contains 1764 members 
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Entering Unmasked Estep 
Score: -4905158.500000 Penalty: 5183.969727
	Iteration 157Q: 3 clusters Score -4905158 nChanged 27
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Entering Unmasked Estep 
Score: -4905165.000000 Penalty: 5183.969727
	Iteration 158Q: 3 clusters Score -4905165 nChanged 19
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Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -4905162.000000 Penalty: 5183.969727
	Iteration 159Q: 3 clusters Score -4905162 nChanged 23
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Entering Unmasked Estep 
Score: -4905176.000000 Penalty: 5183.969727
	Iteration 160F: 3 clusters Score -4905176 nChanged 13
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Entering Unmasked Estep 
Score: -4905174.000000 Penalty: 5183.969727
	Iteration 161Q: 3 clusters Score -4905174 nChanged 13
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Score: -4905187.000000 Penalty: 5183.969727
	Iteration 162Q: 3 clusters Score -4905187 nChanged 13
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Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 32920 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -4905176 nChanged 7
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Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -4905187 nChanged 13
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Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -4905198.000000 Penalty: 5183.969727
	Iteration 165Q: 3 clusters Score -4905198 nChanged 12
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Entering Unmasked Estep 
Score: -4905209.500000 Penalty: 5183.969727
	Iteration 166Q: 3 clusters Score -4905210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -4905208.000000 Penalty: 5183.969727
	Iteration 167Q: 3 clusters Score -4905208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -4905203.000000 Penalty: 5183.969727
	Iteration 168Q: 3 clusters Score -4905203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -4905203.000000 Penalty: 5183.969727
	Iteration 169Q: 3 clusters Score -4905203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 32979 members 
Entering Unmasked Estep 
Score: -4905213.500000 Penalty: 5183.969727
	Iteration 170Q: 3 clusters Score -4905214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -4905207.500000 Penalty: 5183.969727
	Iteration 171Q: 3 clusters Score -4905208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -4905229.500000 Penalty: 5183.969727
	Iteration 172Q: 3 clusters Score -4905230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 33004 members 
Entering Unmasked Estep 
Score: -4905227.500000 Penalty: 5183.969727
	Iteration 173Q: 3 clusters Score -4905228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -4905226.000000 Penalty: 5183.969727
	Iteration 174Q: 3 clusters Score -4905226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -4905227.500000 Penalty: 5183.969727
	Iteration 175Q: 3 clusters Score -4905228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -4905237.500000 Penalty: 5183.969727
	Iteration 176Q: 3 clusters Score -4905238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 33044 members 
Entering Unmasked Estep 
Score: -4905239.000000 Penalty: 5183.969727
	Iteration 177Q: 3 clusters Score -4905239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -4905238.000000 Penalty: 5183.969727
	Iteration 178Q: 3 clusters Score -4905238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -4905239.000000 Penalty: 5183.969727
	Iteration 179Q: 3 clusters Score -4905239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -4905235.000000 Penalty: 5183.969727
	Iteration 180F: 3 clusters Score -4905235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -4905237.500000 Penalty: 5183.969727
	Iteration 181Q: 3 clusters Score -4905238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -4905240.000000 Penalty: 5183.969727
	Iteration 182Q: 3 clusters Score -4905240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -4905243.000000 Penalty: 5183.969727
	Iteration 183Q: 3 clusters Score -4905243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -4905243.000000 Penalty: 5183.969727
	Iteration 184F: 3 clusters Score -4905243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Entering Unmasked Estep 
Score: -14176.211914 Penalty: 1234.229980
	Iteration 0F: 2 clusters Score -14176.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -13242.052734 Penalty: 2468.459961
	Iteration 0F: 3 clusters Score -13242.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -13280.670898 Penalty: 2468.459961
	Iteration 1Q: 3 clusters Score -13280.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -13290.155273 Penalty: 2468.459961
	Iteration 2Q: 3 clusters Score -13290.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -13290.155273 Penalty: 2468.459961
	Iteration 3F: 3 clusters Score -13290.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (91581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91581 members 
Entering Unmasked Estep 
Score: -12975370.000000 Penalty: 2833.394775
	Iteration 0F: 2 clusters Score -1.297537e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45730 members 
Mstep: Class 2 contains 45851 members 
Entering Unmasked Estep 
Score: -12914167.000000 Penalty: 5666.789551
	Iteration 0F: 3 clusters Score -1.291417e+07 nChanged 43447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45143 members 
Mstep: Class 2 contains 46438 members 
Entering Unmasked Estep 
Score: -12939026.000000 Penalty: 5666.789551
	Iteration 1F: 3 clusters Score -1.293903e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Mstep: Class 2 contains 46843 members 
Entering Unmasked Estep 
Score: -12939764.000000 Penalty: 5666.789551
	Iteration 2Q: 3 clusters Score -1.293976e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 47384 members 
Entering Unmasked Estep 
Score: -12940528.000000 Penalty: 5666.789551
	Iteration 3Q: 3 clusters Score -1.294053e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43402 members 
Mstep: Class 2 contains 48179 members 
Entering Unmasked Estep 
Score: -12941624.000000 Penalty: 5666.789551
	Iteration 4Q: 3 clusters Score -1.294162e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42376 members 
Mstep: Class 2 contains 49205 members 
Entering Unmasked Estep 
Score: -12942802.000000 Penalty: 5666.789551
	Iteration 5Q: 3 clusters Score -1.29428e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41074 members 
Mstep: Class 2 contains 50507 members 
Entering Unmasked Estep 
Score: -12944330.000000 Penalty: 5666.789551
	Iteration 6Q: 3 clusters Score -1.294433e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 52113 members 
Entering Unmasked Estep 
Score: -12946389.000000 Penalty: 5666.789551
	Iteration 7Q: 3 clusters Score -1.294639e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 53991 members 
Entering Unmasked Estep 
Score: -12949044.000000 Penalty: 5666.789551
	Iteration 8F: 3 clusters Score -1.294904e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 55984 members 
Entering Unmasked Estep 
Score: -12952240.000000 Penalty: 5666.789551
	Iteration 9F: 3 clusters Score -1.295224e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 57727 members 
Entering Unmasked Estep 
Score: -12955571.000000 Penalty: 5666.789551
	Iteration 10F: 3 clusters Score -1.295557e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 59120 members 
Entering Unmasked Estep 
Score: -12958562.000000 Penalty: 5666.789551
	Iteration 11F: 3 clusters Score -1.295856e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 60219 members 
Entering Unmasked Estep 
Score: -12960471.000000 Penalty: 5666.789551
	Iteration 12Q: 3 clusters Score -1.296047e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 61100 members 
Entering Unmasked Estep 
Score: -12961505.000000 Penalty: 5666.789551
	Iteration 13Q: 3 clusters Score -1.29615e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 61846 members 
Entering Unmasked Estep 
Score: -12962059.000000 Penalty: 5666.789551
	Iteration 14Q: 3 clusters Score -1.296206e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 62536 members 
Entering Unmasked Estep 
Score: -12962290.000000 Penalty: 5666.789551
	Iteration 15Q: 3 clusters Score -1.296229e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 63204 members 
Entering Unmasked Estep 
Score: -12962517.000000 Penalty: 5666.789551
	Iteration 16Q: 3 clusters Score -1.296252e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 63919 members 
Entering Unmasked Estep 
Score: -12962696.000000 Penalty: 5666.789551
	Iteration 17Q: 3 clusters Score -1.29627e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 64656 members 
Entering Unmasked Estep 
Score: -12962965.000000 Penalty: 5666.789551
	Iteration 18Q: 3 clusters Score -1.296296e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 65439 members 
Entering Unmasked Estep 
Score: -12963160.000000 Penalty: 5666.789551
	Iteration 19Q: 3 clusters Score -1.296316e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 66264 members 
Entering Unmasked Estep 
Score: -12963342.000000 Penalty: 5666.789551
	Iteration 20F: 3 clusters Score -1.296334e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 67121 members 
Entering Unmasked Estep 
Score: -12963518.000000 Penalty: 5666.789551
	Iteration 21Q: 3 clusters Score -1.296352e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 68052 members 
Entering Unmasked Estep 
Score: -12963834.000000 Penalty: 5666.789551
	Iteration 22Q: 3 clusters Score -1.296383e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 69044 members 
Entering Unmasked Estep 
Score: -12964068.000000 Penalty: 5666.789551
	Iteration 23Q: 3 clusters Score -1.296407e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 70092 members 
Entering Unmasked Estep 
Score: -12964324.000000 Penalty: 5666.789551
	Iteration 24Q: 3 clusters Score -1.296432e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 71169 members 
Entering Unmasked Estep 
Score: -12964594.000000 Penalty: 5666.789551
	Iteration 25Q: 3 clusters Score -1.296459e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 72259 members 
Entering Unmasked Estep 
Score: -12964922.000000 Penalty: 5666.789551
	Iteration 26Q: 3 clusters Score -1.296492e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 73426 members 
Entering Unmasked Estep 
Score: -12965286.000000 Penalty: 5666.789551
	Iteration 27Q: 3 clusters Score -1.296529e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 74597 members 
Entering Unmasked Estep 
Score: -12965662.000000 Penalty: 5666.789551
	Iteration 28Q: 3 clusters Score -1.296566e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 75804 members 
Entering Unmasked Estep 
Score: -12966114.000000 Penalty: 5666.789551
	Iteration 29Q: 3 clusters Score -1.296611e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 77063 members 
Entering Unmasked Estep 
Score: -12966565.000000 Penalty: 5666.789551
	Iteration 30Q: 3 clusters Score -1.296656e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 78279 members 
Entering Unmasked Estep 
Score: -12967123.000000 Penalty: 5666.789551
	Iteration 31Q: 3 clusters Score -1.296712e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 79561 members 
Entering Unmasked Estep 
Score: -12967787.000000 Penalty: 5666.789551
	Iteration 32Q: 3 clusters Score -1.296779e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 80808 members 
Entering Unmasked Estep 
Score: -12968388.000000 Penalty: 5666.789551
	Iteration 33Q: 3 clusters Score -1.296839e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 82038 members 
Entering Unmasked Estep 
Score: -12969035.000000 Penalty: 5666.789551
	Iteration 34Q: 3 clusters Score -1.296904e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 83220 members 
Entering Unmasked Estep 
Score: -12969702.000000 Penalty: 5666.789551
	Iteration 35Q: 3 clusters Score -1.29697e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 84272 members 
Entering Unmasked Estep 
Score: -12970333.000000 Penalty: 5666.789551
	Iteration 36Q: 3 clusters Score -1.297033e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 85133 members 
Entering Unmasked Estep 
Score: -12970925.000000 Penalty: 5666.789551
	Iteration 37Q: 3 clusters Score -1.297092e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 85873 members 
Entering Unmasked Estep 
Score: -12971454.000000 Penalty: 5666.789551
	Iteration 38Q: 3 clusters Score -1.297145e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 86451 members 
Entering Unmasked Estep 
Score: -12971922.000000 Penalty: 5666.789551
	Iteration 39Q: 3 clusters Score -1.297192e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 86900 members 
Entering Unmasked Estep 
Score: -12972330.000000 Penalty: 5666.789551
	Iteration 40F: 3 clusters Score -1.297233e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 87189 members 
Entering Unmasked Estep 
Score: -12972614.000000 Penalty: 5666.789551
	Iteration 41Q: 3 clusters Score -1.297261e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 87439 members 
Entering Unmasked Estep 
Score: -12972805.000000 Penalty: 5666.789551
	Iteration 42Q: 3 clusters Score -1.29728e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 87642 members 
Entering Unmasked Estep 
Score: -12972910.000000 Penalty: 5666.789551
	Iteration 43Q: 3 clusters Score -1.297291e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 87781 members 
Entering Unmasked Estep 
Score: -12972975.000000 Penalty: 5666.789551
	Iteration 44Q: 3 clusters Score -1.297298e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 87887 members 
Entering Unmasked Estep 
Score: -12973020.000000 Penalty: 5666.789551
	Iteration 45Q: 3 clusters Score -1.297302e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 87983 members 
Entering Unmasked Estep 
Score: -12973088.000000 Penalty: 5666.789551
	Iteration 46Q: 3 clusters Score -1.297309e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 88062 members 
Entering Unmasked Estep 
Score: -12973123.000000 Penalty: 5666.789551
	Iteration 47Q: 3 clusters Score -1.297312e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 88132 members 
Entering Unmasked Estep 
Score: -12973170.000000 Penalty: 5666.789551
	Iteration 48Q: 3 clusters Score -1.297317e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 88196 members 
Entering Unmasked Estep 
Score: -12973167.000000 Penalty: 5666.789551
	Iteration 49Q: 3 clusters Score -1.297317e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 88261 members 
Entering Unmasked Estep 
Score: -12973165.000000 Penalty: 5666.789551
	Iteration 50Q: 3 clusters Score -1.297316e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 88311 members 
Entering Unmasked Estep 
Score: -12973163.000000 Penalty: 5666.789551
	Iteration 51Q: 3 clusters Score -1.297316e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 88346 members 
Entering Unmasked Estep 
Score: -12973188.000000 Penalty: 5666.789551
	Iteration 52Q: 3 clusters Score -1.297319e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 88374 members 
Entering Unmasked Estep 
Score: -12973200.000000 Penalty: 5666.789551
	Iteration 53Q: 3 clusters Score -1.29732e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 88409 members 
Entering Unmasked Estep 
Score: -12973200.000000 Penalty: 5666.789551
	Iteration 54Q: 3 clusters Score -1.29732e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 88437 members 
Entering Unmasked Estep 
Score: -12973218.000000 Penalty: 5666.789551
	Iteration 55Q: 3 clusters Score -1.297322e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 88461 members 
Entering Unmasked Estep 
Score: -12973218.000000 Penalty: 5666.789551
	Iteration 56Q: 3 clusters Score -1.297322e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 88488 members 
Entering Unmasked Estep 
Score: -12973230.000000 Penalty: 5666.789551
	Iteration 57Q: 3 clusters Score -1.297323e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 88505 members 
Entering Unmasked Estep 
Score: -12973223.000000 Penalty: 5666.789551
	Iteration 58Q: 3 clusters Score -1.297322e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 88523 members 
Entering Unmasked Estep 
Score: -12973224.000000 Penalty: 5666.789551
	Iteration 59Q: 3 clusters Score -1.297322e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 88534 members 
Entering Unmasked Estep 
Score: -12973218.000000 Penalty: 5666.789551
	Iteration 60F: 3 clusters Score -1.297322e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 88541 members 
Entering Unmasked Estep 
Score: -12973230.000000 Penalty: 5666.789551
	Iteration 61Q: 3 clusters Score -1.297323e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 88552 members 
Entering Unmasked Estep 
Score: -12973240.000000 Penalty: 5666.789551
	Iteration 62Q: 3 clusters Score -1.297324e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 88561 members 
Entering Unmasked Estep 
Score: -12973231.000000 Penalty: 5666.789551
	Iteration 63Q: 3 clusters Score -1.297323e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 88569 members 
Entering Unmasked Estep 
Score: -12973229.000000 Penalty: 5666.789551
	Iteration 64Q: 3 clusters Score -1.297323e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 88579 members 
Entering Unmasked Estep 
Score: -12973229.000000 Penalty: 5666.789551
	Iteration 65Q: 3 clusters Score -1.297323e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 88587 members 
Entering Unmasked Estep 
Score: -12973236.000000 Penalty: 5666.789551
	Iteration 66Q: 3 clusters Score -1.297324e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 88594 members 
Entering Unmasked Estep 
Score: -12973227.000000 Penalty: 5666.789551
	Iteration 67Q: 3 clusters Score -1.297323e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 88602 members 
Entering Unmasked Estep 
Score: -12973222.000000 Penalty: 5666.789551
	Iteration 68Q: 3 clusters Score -1.297322e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 88611 members 
Entering Unmasked Estep 
Score: -12973226.000000 Penalty: 5666.789551
	Iteration 69Q: 3 clusters Score -1.297323e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 88619 members 
Entering Unmasked Estep 
Score: -12973230.000000 Penalty: 5666.789551
	Iteration 70Q: 3 clusters Score -1.297323e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 88623 members 
Entering Unmasked Estep 
Score: -12973234.000000 Penalty: 5666.789551
	Iteration 71Q: 3 clusters Score -1.297323e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 88627 members 
Entering Unmasked Estep 
Score: -12973240.000000 Penalty: 5666.789551
	Iteration 72Q: 3 clusters Score -1.297324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 88630 members 
Entering Unmasked Estep 
Score: -12973235.000000 Penalty: 5666.789551
	Iteration 73Q: 3 clusters Score -1.297324e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 88634 members 
Entering Unmasked Estep 
Score: -12973230.000000 Penalty: 5666.789551
	Iteration 74Q: 3 clusters Score -1.297323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 88637 members 
Entering Unmasked Estep 
Score: -12973230.000000 Penalty: 5666.789551
	Iteration 75Q: 3 clusters Score -1.297323e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 88643 members 
Entering Unmasked Estep 
Score: -12973236.000000 Penalty: 5666.789551
	Iteration 76Q: 3 clusters Score -1.297324e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 88650 members 
Entering Unmasked Estep 
Score: -12973246.000000 Penalty: 5666.789551
	Iteration 77Q: 3 clusters Score -1.297325e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 88658 members 
Entering Unmasked Estep 
Score: -12973254.000000 Penalty: 5666.789551
	Iteration 78Q: 3 clusters Score -1.297325e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 88663 members 
Entering Unmasked Estep 
Score: -12973250.000000 Penalty: 5666.789551
	Iteration 79Q: 3 clusters Score -1.297325e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 88668 members 
Entering Unmasked Estep 
Score: -12973246.000000 Penalty: 5666.789551
	Iteration 80F: 3 clusters Score -1.297325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 88669 members 
Entering Unmasked Estep 
Score: -12973254.000000 Penalty: 5666.789551
	Iteration 81Q: 3 clusters Score -1.297325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 88670 members 
Entering Unmasked Estep 
Score: -12973252.000000 Penalty: 5666.789551
	Iteration 82Q: 3 clusters Score -1.297325e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 88670 members 
Entering Unmasked Estep 
Score: -12973252.000000 Penalty: 5666.789551
	Iteration 83F: 3 clusters Score -1.297325e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Entering Unmasked Estep 
Score: -3801415.000000 Penalty: 2527.822021
	Iteration 0F: 2 clusters Score -3801415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -3782981.500000 Penalty: 5055.644043
	Iteration 0F: 3 clusters Score -3782982 nChanged 11888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -3789297.000000 Penalty: 5055.644043
	Iteration 1F: 3 clusters Score -3789297 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -3789768.000000 Penalty: 5055.644043
	Iteration 2F: 3 clusters Score -3789768 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -3790174.500000 Penalty: 5055.644043
	Iteration 3Q: 3 clusters Score -3790174 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -3790526.500000 Penalty: 5055.644043
	Iteration 4Q: 3 clusters Score -3790526 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -3790899.750000 Penalty: 5055.644043
	Iteration 5Q: 3 clusters Score -3790900 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -3791389.750000 Penalty: 5055.644043
	Iteration 6Q: 3 clusters Score -3791390 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -3792019.000000 Penalty: 5055.644043
	Iteration 7Q: 3 clusters Score -3792019 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -3792818.250000 Penalty: 5055.644043
	Iteration 8Q: 3 clusters Score -3792818 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -3793835.000000 Penalty: 5055.644043
	Iteration 9F: 3 clusters Score -3793835 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -3794996.000000 Penalty: 5055.644043
	Iteration 10F: 3 clusters Score -3794996 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -3795791.500000 Penalty: 5055.644043
	Iteration 11F: 3 clusters Score -3795792 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -3796162.500000 Penalty: 5055.644043
	Iteration 12Q: 3 clusters Score -3796162 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -3796356.000000 Penalty: 5055.644043
	Iteration 13Q: 3 clusters Score -3796356 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -3796434.000000 Penalty: 5055.644043
	Iteration 14Q: 3 clusters Score -3796434 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -3796506.500000 Penalty: 5055.644043
	Iteration 15Q: 3 clusters Score -3796506 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -3796572.250000 Penalty: 5055.644043
	Iteration 16Q: 3 clusters Score -3796572 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -3796627.750000 Penalty: 5055.644043
	Iteration 17Q: 3 clusters Score -3796628 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -3796680.500000 Penalty: 5055.644043
	Iteration 18Q: 3 clusters Score -3796680 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -3796748.500000 Penalty: 5055.644043
	Iteration 19Q: 3 clusters Score -3796748 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -3796819.500000 Penalty: 5055.644043
	Iteration 20F: 3 clusters Score -3796820 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -3796873.250000 Penalty: 5055.644043
	Iteration 21Q: 3 clusters Score -3796873 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -3796926.250000 Penalty: 5055.644043
	Iteration 22Q: 3 clusters Score -3796926 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -3796978.750000 Penalty: 5055.644043
	Iteration 23Q: 3 clusters Score -3796979 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -3797019.250000 Penalty: 5055.644043
	Iteration 24Q: 3 clusters Score -3797019 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -3797070.500000 Penalty: 5055.644043
	Iteration 25Q: 3 clusters Score -3797070 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -3797127.750000 Penalty: 5055.644043
	Iteration 26Q: 3 clusters Score -3797128 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -3797201.500000 Penalty: 5055.644043
	Iteration 27Q: 3 clusters Score -3797202 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -3797256.250000 Penalty: 5055.644043
	Iteration 28Q: 3 clusters Score -3797256 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -3797320.500000 Penalty: 5055.644043
	Iteration 29Q: 3 clusters Score -3797320 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -3797407.000000 Penalty: 5055.644043
	Iteration 30Q: 3 clusters Score -3797407 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -3797461.250000 Penalty: 5055.644043
	Iteration 31Q: 3 clusters Score -3797461 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -3797524.500000 Penalty: 5055.644043
	Iteration 32Q: 3 clusters Score -3797524 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -3797560.500000 Penalty: 5055.644043
	Iteration 33Q: 3 clusters Score -3797560 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -3797612.500000 Penalty: 5055.644043
	Iteration 34Q: 3 clusters Score -3797612 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -3797654.250000 Penalty: 5055.644043
	Iteration 35Q: 3 clusters Score -3797654 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -3797713.750000 Penalty: 5055.644043
	Iteration 36Q: 3 clusters Score -3797714 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -3797779.500000 Penalty: 5055.644043
	Iteration 37Q: 3 clusters Score -3797780 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -3797824.750000 Penalty: 5055.644043
	Iteration 38Q: 3 clusters Score -3797825 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -3797879.250000 Penalty: 5055.644043
	Iteration 39Q: 3 clusters Score -3797879 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -3797947.250000 Penalty: 5055.644043
	Iteration 40F: 3 clusters Score -3797947 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -3798006.000000 Penalty: 5055.644043
	Iteration 41Q: 3 clusters Score -3798006 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -3798051.500000 Penalty: 5055.644043
	Iteration 42Q: 3 clusters Score -3798052 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -3798101.500000 Penalty: 5055.644043
	Iteration 43Q: 3 clusters Score -3798102 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -3798166.750000 Penalty: 5055.644043
	Iteration 44Q: 3 clusters Score -3798167 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -3798196.250000 Penalty: 5055.644043
	Iteration 45Q: 3 clusters Score -3798196 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -3798251.500000 Penalty: 5055.644043
	Iteration 46Q: 3 clusters Score -3798252 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -3798294.500000 Penalty: 5055.644043
	Iteration 47Q: 3 clusters Score -3798294 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -3798342.750000 Penalty: 5055.644043
	Iteration 48Q: 3 clusters Score -3798343 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -3798380.000000 Penalty: 5055.644043
	Iteration 49Q: 3 clusters Score -3798380 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -3798431.000000 Penalty: 5055.644043
	Iteration 50Q: 3 clusters Score -3798431 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -3798478.000000 Penalty: 5055.644043
	Iteration 51Q: 3 clusters Score -3798478 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -3798496.250000 Penalty: 5055.644043
	Iteration 52Q: 3 clusters Score -3798496 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -3798521.750000 Penalty: 5055.644043
	Iteration 53Q: 3 clusters Score -3798522 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -3798562.750000 Penalty: 5055.644043
	Iteration 54Q: 3 clusters Score -3798563 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -3798592.250000 Penalty: 5055.644043
	Iteration 55Q: 3 clusters Score -3798592 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -3798630.750000 Penalty: 5055.644043
	Iteration 56Q: 3 clusters Score -3798631 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -3798654.500000 Penalty: 5055.644043
	Iteration 57Q: 3 clusters Score -3798654 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -3798678.750000 Penalty: 5055.644043
	Iteration 58Q: 3 clusters Score -3798679 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -3798707.750000 Penalty: 5055.644043
	Iteration 59Q: 3 clusters Score -3798708 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -3798727.000000 Penalty: 5055.644043
	Iteration 60F: 3 clusters Score -3798727 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3798765.500000 Penalty: 5055.644043
	Iteration 61Q: 3 clusters Score -3798766 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -3798782.500000 Penalty: 5055.644043
	Iteration 62Q: 3 clusters Score -3798782 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3798797.000000 Penalty: 5055.644043
	Iteration 63Q: 3 clusters Score -3798797 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -3798823.000000 Penalty: 5055.644043
	Iteration 64Q: 3 clusters Score -3798823 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -3798844.000000 Penalty: 5055.644043
	Iteration 65Q: 3 clusters Score -3798844 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3798863.000000 Penalty: 5055.644043
	Iteration 66Q: 3 clusters Score -3798863 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -3798904.500000 Penalty: 5055.644043
	Iteration 67Q: 3 clusters Score -3798904 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3798921.000000 Penalty: 5055.644043
	Iteration 68Q: 3 clusters Score -3798921 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -3798933.250000 Penalty: 5055.644043
	Iteration 69Q: 3 clusters Score -3798933 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3798951.500000 Penalty: 5055.644043
	Iteration 70Q: 3 clusters Score -3798952 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3798962.250000 Penalty: 5055.644043
	Iteration 71Q: 3 clusters Score -3798962 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -3798977.000000 Penalty: 5055.644043
	Iteration 72Q: 3 clusters Score -3798977 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -3798982.750000 Penalty: 5055.644043
	Iteration 73Q: 3 clusters Score -3798983 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3799006.250000 Penalty: 5055.644043
	Iteration 74Q: 3 clusters Score -3799006 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3799014.750000 Penalty: 5055.644043
	Iteration 75Q: 3 clusters Score -3799015 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3799030.750000 Penalty: 5055.644043
	Iteration 76Q: 3 clusters Score -3799031 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3799050.750000 Penalty: 5055.644043
	Iteration 77Q: 3 clusters Score -3799051 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3799051.500000 Penalty: 5055.644043
	Iteration 78Q: 3 clusters Score -3799052 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3799065.000000 Penalty: 5055.644043
	Iteration 79Q: 3 clusters Score -3799065 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3799072.500000 Penalty: 5055.644043
	Iteration 80F: 3 clusters Score -3799072 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3799073.750000 Penalty: 5055.644043
	Iteration 81Q: 3 clusters Score -3799074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3799082.000000 Penalty: 5055.644043
	Iteration 82Q: 3 clusters Score -3799082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3799082.250000 Penalty: 5055.644043
	Iteration 83Q: 3 clusters Score -3799082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3799083.250000 Penalty: 5055.644043
	Iteration 84Q: 3 clusters Score -3799083 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3799083.250000 Penalty: 5055.644043
	Iteration 85Q: 3 clusters Score -3799083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3799081.250000 Penalty: 5055.644043
	Iteration 86Q: 3 clusters Score -3799081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3799087.500000 Penalty: 5055.644043
	Iteration 87Q: 3 clusters Score -3799088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3799088.750000 Penalty: 5055.644043
	Iteration 88Q: 3 clusters Score -3799089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3799092.000000 Penalty: 5055.644043
	Iteration 89Q: 3 clusters Score -3799092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3799091.750000 Penalty: 5055.644043
	Iteration 90Q: 3 clusters Score -3799092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3799094.000000 Penalty: 5055.644043
	Iteration 91Q: 3 clusters Score -3799094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3799101.000000 Penalty: 5055.644043
	Iteration 92Q: 3 clusters Score -3799101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3799101.500000 Penalty: 5055.644043
	Iteration 93Q: 3 clusters Score -3799102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3799096.750000 Penalty: 5055.644043
	Iteration 94Q: 3 clusters Score -3799097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3799098.500000 Penalty: 5055.644043
	Iteration 95Q: 3 clusters Score -3799098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3799100.000000 Penalty: 5055.644043
	Iteration 96Q: 3 clusters Score -3799100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3799097.250000 Penalty: 5055.644043
	Iteration 97Q: 3 clusters Score -3799097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3799097.750000 Penalty: 5055.644043
	Iteration 98Q: 3 clusters Score -3799098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3799095.500000 Penalty: 5055.644043
	Iteration 99Q: 3 clusters Score -3799096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3799095.500000 Penalty: 5055.644043
	Iteration 100F: 3 clusters Score -3799096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (157890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157890 members 
Entering Unmasked Estep 
Score: -22042738.000000 Penalty: 2968.474121
	Iteration 0F: 2 clusters Score -2.204274e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79113 members 
Mstep: Class 2 contains 78777 members 
Entering Unmasked Estep 
Score: -21937584.000000 Penalty: 5936.948242
	Iteration 0F: 3 clusters Score -2.193758e+07 nChanged 75739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79046 members 
Mstep: Class 2 contains 78844 members 
Entering Unmasked Estep 
Score: -21981130.000000 Penalty: 5936.948242
	Iteration 1F: 3 clusters Score -2.198113e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79514 members 
Mstep: Class 2 contains 78376 members 
Entering Unmasked Estep 
Score: -21981938.000000 Penalty: 5936.948242
	Iteration 2Q: 3 clusters Score -2.198194e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80202 members 
Mstep: Class 2 contains 77688 members 
Entering Unmasked Estep 
Score: -21982856.000000 Penalty: 5936.948242
	Iteration 3Q: 3 clusters Score -2.198286e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81272 members 
Mstep: Class 2 contains 76618 members 
Entering Unmasked Estep 
Score: -21983894.000000 Penalty: 5936.948242
	Iteration 4Q: 3 clusters Score -2.198389e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82751 members 
Mstep: Class 2 contains 75139 members 
Entering Unmasked Estep 
Score: -21985328.000000 Penalty: 5936.948242
	Iteration 5Q: 3 clusters Score -2.198533e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85062 members 
Mstep: Class 2 contains 72828 members 
Entering Unmasked Estep 
Score: -21987560.000000 Penalty: 5936.948242
	Iteration 6Q: 3 clusters Score -2.198756e+07 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88187 members 
Mstep: Class 2 contains 69703 members 
Entering Unmasked Estep 
Score: -21990822.000000 Penalty: 5936.948242
	Iteration 7Q: 3 clusters Score -2.199082e+07 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92124 members 
Mstep: Class 2 contains 65766 members 
Entering Unmasked Estep 
Score: -21994904.000000 Penalty: 5936.948242
	Iteration 8Q: 3 clusters Score -2.19949e+07 nChanged 7957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96617 members 
Mstep: Class 2 contains 61273 members 
Entering Unmasked Estep 
Score: -22000218.000000 Penalty: 5936.948242
	Iteration 9F: 3 clusters Score -2.200022e+07 nChanged 8514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101281 members 
Mstep: Class 2 contains 56609 members 
Entering Unmasked Estep 
Score: -22005632.000000 Penalty: 5936.948242
	Iteration 10F: 3 clusters Score -2.200563e+07 nChanged 8614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105707 members 
Mstep: Class 2 contains 52183 members 
Entering Unmasked Estep 
Score: -22011100.000000 Penalty: 5936.948242
	Iteration 11F: 3 clusters Score -2.20111e+07 nChanged 7996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109539 members 
Mstep: Class 2 contains 48351 members 
Entering Unmasked Estep 
Score: -22015770.000000 Penalty: 5936.948242
	Iteration 12F: 3 clusters Score -2.201577e+07 nChanged 7115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112576 members 
Mstep: Class 2 contains 45314 members 
Entering Unmasked Estep 
Score: -22019614.000000 Penalty: 5936.948242
	Iteration 13Q: 3 clusters Score -2.201961e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114898 members 
Mstep: Class 2 contains 42992 members 
Entering Unmasked Estep 
Score: -22022128.000000 Penalty: 5936.948242
	Iteration 14Q: 3 clusters Score -2.202213e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116917 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -22023956.000000 Penalty: 5936.948242
	Iteration 15Q: 3 clusters Score -2.202396e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118899 members 
Mstep: Class 2 contains 38991 members 
Entering Unmasked Estep 
Score: -22025144.000000 Penalty: 5936.948242
	Iteration 16Q: 3 clusters Score -2.202514e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120813 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -22026206.000000 Penalty: 5936.948242
	Iteration 17Q: 3 clusters Score -2.202621e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122744 members 
Mstep: Class 2 contains 35146 members 
Entering Unmasked Estep 
Score: -22026966.000000 Penalty: 5936.948242
	Iteration 18Q: 3 clusters Score -2.202697e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124667 members 
Mstep: Class 2 contains 33223 members 
Entering Unmasked Estep 
Score: -22027700.000000 Penalty: 5936.948242
	Iteration 19Q: 3 clusters Score -2.20277e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126582 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -22028512.000000 Penalty: 5936.948242
	Iteration 20F: 3 clusters Score -2.202851e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128429 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -22029336.000000 Penalty: 5936.948242
	Iteration 21Q: 3 clusters Score -2.202934e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130206 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -22030002.000000 Penalty: 5936.948242
	Iteration 22Q: 3 clusters Score -2.203e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132048 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -22030728.000000 Penalty: 5936.948242
	Iteration 23Q: 3 clusters Score -2.203073e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133835 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -22031514.000000 Penalty: 5936.948242
	Iteration 24Q: 3 clusters Score -2.203151e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135559 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -22032176.000000 Penalty: 5936.948242
	Iteration 25Q: 3 clusters Score -2.203218e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137240 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -22032754.000000 Penalty: 5936.948242
	Iteration 26Q: 3 clusters Score -2.203275e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138905 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -22033554.000000 Penalty: 5936.948242
	Iteration 27Q: 3 clusters Score -2.203355e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140491 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -22034168.000000 Penalty: 5936.948242
	Iteration 28Q: 3 clusters Score -2.203417e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142091 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -22034854.000000 Penalty: 5936.948242
	Iteration 29Q: 3 clusters Score -2.203485e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143622 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -22035464.000000 Penalty: 5936.948242
	Iteration 30Q: 3 clusters Score -2.203546e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145071 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -22035950.000000 Penalty: 5936.948242
	Iteration 31Q: 3 clusters Score -2.203595e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146373 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -22036384.000000 Penalty: 5936.948242
	Iteration 32Q: 3 clusters Score -2.203638e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147575 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -22036740.000000 Penalty: 5936.948242
	Iteration 33Q: 3 clusters Score -2.203674e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148672 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -22037152.000000 Penalty: 5936.948242
	Iteration 34Q: 3 clusters Score -2.203715e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149680 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -22037496.000000 Penalty: 5936.948242
	Iteration 35Q: 3 clusters Score -2.20375e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150584 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -22037864.000000 Penalty: 5936.948242
	Iteration 36Q: 3 clusters Score -2.203786e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151401 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -22038226.000000 Penalty: 5936.948242
	Iteration 37Q: 3 clusters Score -2.203823e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152123 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -22038532.000000 Penalty: 5936.948242
	Iteration 38Q: 3 clusters Score -2.203853e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152773 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -22038780.000000 Penalty: 5936.948242
	Iteration 39Q: 3 clusters Score -2.203878e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153353 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -22039000.000000 Penalty: 5936.948242
	Iteration 40F: 3 clusters Score -2.2039e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153827 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -22039180.000000 Penalty: 5936.948242
	Iteration 41Q: 3 clusters Score -2.203918e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154215 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -22039314.000000 Penalty: 5936.948242
	Iteration 42Q: 3 clusters Score -2.203931e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154530 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -22039458.000000 Penalty: 5936.948242
	Iteration 43Q: 3 clusters Score -2.203946e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154806 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -22039594.000000 Penalty: 5936.948242
	Iteration 44Q: 3 clusters Score -2.203959e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155057 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -22039702.000000 Penalty: 5936.948242
	Iteration 45Q: 3 clusters Score -2.20397e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155267 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -22039778.000000 Penalty: 5936.948242
	Iteration 46Q: 3 clusters Score -2.203978e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155425 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -22039852.000000 Penalty: 5936.948242
	Iteration 47Q: 3 clusters Score -2.203985e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155566 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -22039902.000000 Penalty: 5936.948242
	Iteration 48Q: 3 clusters Score -2.20399e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155671 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -22039944.000000 Penalty: 5936.948242
	Iteration 49Q: 3 clusters Score -2.203994e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155761 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -22039986.000000 Penalty: 5936.948242
	Iteration 50Q: 3 clusters Score -2.203999e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155835 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -22039988.000000 Penalty: 5936.948242
	Iteration 51Q: 3 clusters Score -2.203999e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155897 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -22040012.000000 Penalty: 5936.948242
	Iteration 52Q: 3 clusters Score -2.204001e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155945 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -22040004.000000 Penalty: 5936.948242
	Iteration 53Q: 3 clusters Score -2.204e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155999 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -22040012.000000 Penalty: 5936.948242
	Iteration 54Q: 3 clusters Score -2.204001e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156042 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -22040006.000000 Penalty: 5936.948242
	Iteration 55Q: 3 clusters Score -2.204001e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156078 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -22040036.000000 Penalty: 5936.948242
	Iteration 56Q: 3 clusters Score -2.204004e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156115 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -22040080.000000 Penalty: 5936.948242
	Iteration 57Q: 3 clusters Score -2.204008e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156142 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -22040098.000000 Penalty: 5936.948242
	Iteration 58Q: 3 clusters Score -2.20401e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156177 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -22040122.000000 Penalty: 5936.948242
	Iteration 59Q: 3 clusters Score -2.204012e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156209 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -22040122.000000 Penalty: 5936.948242
	Iteration 60F: 3 clusters Score -2.204012e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156248 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -22040134.000000 Penalty: 5936.948242
	Iteration 61Q: 3 clusters Score -2.204013e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156272 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -22040140.000000 Penalty: 5936.948242
	Iteration 62Q: 3 clusters Score -2.204014e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156295 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -22040150.000000 Penalty: 5936.948242
	Iteration 63Q: 3 clusters Score -2.204015e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156303 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -22040152.000000 Penalty: 5936.948242
	Iteration 64Q: 3 clusters Score -2.204015e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156314 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -22040164.000000 Penalty: 5936.948242
	Iteration 65Q: 3 clusters Score -2.204016e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156329 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -22040150.000000 Penalty: 5936.948242
	Iteration 66Q: 3 clusters Score -2.204015e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156342 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -22040162.000000 Penalty: 5936.948242
	Iteration 67Q: 3 clusters Score -2.204016e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156360 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -22040166.000000 Penalty: 5936.948242
	Iteration 68Q: 3 clusters Score -2.204017e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156369 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -22040170.000000 Penalty: 5936.948242
	Iteration 69Q: 3 clusters Score -2.204017e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156372 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -22040188.000000 Penalty: 5936.948242
	Iteration 70Q: 3 clusters Score -2.204019e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156375 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -22040188.000000 Penalty: 5936.948242
	Iteration 71Q: 3 clusters Score -2.204019e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156378 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -22040186.000000 Penalty: 5936.948242
	Iteration 72Q: 3 clusters Score -2.204019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156378 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -22040172.000000 Penalty: 5936.948242
	Iteration 73Q: 3 clusters Score -2.204017e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156379 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -22040172.000000 Penalty: 5936.948242
	Iteration 74Q: 3 clusters Score -2.204017e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156381 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -22040188.000000 Penalty: 5936.948242
	Iteration 75Q: 3 clusters Score -2.204019e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156390 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -22040196.000000 Penalty: 5936.948242
	Iteration 76Q: 3 clusters Score -2.20402e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156399 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -22040210.000000 Penalty: 5936.948242
	Iteration 77Q: 3 clusters Score -2.204021e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156405 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -22040224.000000 Penalty: 5936.948242
	Iteration 78Q: 3 clusters Score -2.204022e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156410 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -22040210.000000 Penalty: 5936.948242
	Iteration 79Q: 3 clusters Score -2.204021e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156415 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -22040206.000000 Penalty: 5936.948242
	Iteration 80F: 3 clusters Score -2.204021e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156424 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -22040234.000000 Penalty: 5936.948242
	Iteration 81Q: 3 clusters Score -2.204023e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156431 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -22040232.000000 Penalty: 5936.948242
	Iteration 82Q: 3 clusters Score -2.204023e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156434 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -22040226.000000 Penalty: 5936.948242
	Iteration 83Q: 3 clusters Score -2.204023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156440 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -22040236.000000 Penalty: 5936.948242
	Iteration 84Q: 3 clusters Score -2.204024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156446 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -22040234.000000 Penalty: 5936.948242
	Iteration 85Q: 3 clusters Score -2.204023e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156449 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -22040226.000000 Penalty: 5936.948242
	Iteration 86Q: 3 clusters Score -2.204023e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156452 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -22040240.000000 Penalty: 5936.948242
	Iteration 87Q: 3 clusters Score -2.204024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156453 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -22040238.000000 Penalty: 5936.948242
	Iteration 88Q: 3 clusters Score -2.204024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156455 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -22040242.000000 Penalty: 5936.948242
	Iteration 89Q: 3 clusters Score -2.204024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156456 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -22040236.000000 Penalty: 5936.948242
	Iteration 90Q: 3 clusters Score -2.204024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156455 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -22040240.000000 Penalty: 5936.948242
	Iteration 91Q: 3 clusters Score -2.204024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156454 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -22040246.000000 Penalty: 5936.948242
	Iteration 92Q: 3 clusters Score -2.204025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156458 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -22040228.000000 Penalty: 5936.948242
	Iteration 93Q: 3 clusters Score -2.204023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156462 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -22040244.000000 Penalty: 5936.948242
	Iteration 94Q: 3 clusters Score -2.204024e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156467 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -22040246.000000 Penalty: 5936.948242
	Iteration 95Q: 3 clusters Score -2.204025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156471 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -22040238.000000 Penalty: 5936.948242
	Iteration 96Q: 3 clusters Score -2.204024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156474 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -22040242.000000 Penalty: 5936.948242
	Iteration 97Q: 3 clusters Score -2.204024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156476 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -22040248.000000 Penalty: 5936.948242
	Iteration 98Q: 3 clusters Score -2.204025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156479 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -22040250.000000 Penalty: 5936.948242
	Iteration 99Q: 3 clusters Score -2.204025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156483 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -22040246.000000 Penalty: 5936.948242
	Iteration 100F: 3 clusters Score -2.204025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156489 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -22040230.000000 Penalty: 5936.948242
	Iteration 101Q: 3 clusters Score -2.204023e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156493 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -22040244.000000 Penalty: 5936.948242
	Iteration 102Q: 3 clusters Score -2.204024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156496 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -22040252.000000 Penalty: 5936.948242
	Iteration 103Q: 3 clusters Score -2.204025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156499 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -22040248.000000 Penalty: 5936.948242
	Iteration 104Q: 3 clusters Score -2.204025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156499 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -22040246.000000 Penalty: 5936.948242
	Iteration 105Q: 3 clusters Score -2.204025e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156499 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -22040246.000000 Penalty: 5936.948242
	Iteration 106F: 3 clusters Score -2.204025e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -106209.664062 Penalty: 1701.184448
	Iteration 0F: 2 clusters Score -106209.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -104463.375000 Penalty: 3402.368896
	Iteration 0F: 3 clusters Score -104463.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -105223.960938 Penalty: 3402.368896
	Iteration 1F: 3 clusters Score -105224 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -106132.976562 Penalty: 3402.368896
	Iteration 2F: 3 clusters Score -106133 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -106822.046875 Penalty: 3402.368896
	Iteration 3F: 3 clusters Score -106822 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -107244.453125 Penalty: 3402.368896
	Iteration 4F: 3 clusters Score -107244.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -107492.117188 Penalty: 3402.368896
	Iteration 5Q: 3 clusters Score -107492.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -107556.289062 Penalty: 3402.368896
	Iteration 6Q: 3 clusters Score -107556.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -107580.539062 Penalty: 3402.368896
	Iteration 7Q: 3 clusters Score -107580.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -107638.789062 Penalty: 3402.368896
	Iteration 8Q: 3 clusters Score -107638.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -107683.890625 Penalty: 3402.368896
	Iteration 9Q: 3 clusters Score -107683.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -107769.593750 Penalty: 3402.368896
	Iteration 10Q: 3 clusters Score -107769.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -107836.960938 Penalty: 3402.368896
	Iteration 11Q: 3 clusters Score -107837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -107919.617188 Penalty: 3402.368896
	Iteration 12Q: 3 clusters Score -107919.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -107994.750000 Penalty: 3402.368896
	Iteration 13Q: 3 clusters Score -107994.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -108020.531250 Penalty: 3402.368896
	Iteration 14Q: 3 clusters Score -108020.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -108052.023438 Penalty: 3402.368896
	Iteration 15Q: 3 clusters Score -108052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -108201.281250 Penalty: 3402.368896
	Iteration 16Q: 3 clusters Score -108201.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -108250.585938 Penalty: 3402.368896
	Iteration 17Q: 3 clusters Score -108250.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -108253.281250 Penalty: 3402.368896
	Iteration 18Q: 3 clusters Score -108253.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -108253.281250 Penalty: 3402.368896
	Iteration 19F: 3 clusters Score -108253.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 158109 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8013 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63979 members 
Mstep: Class 6 contains 121154 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 39688 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17217 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55732 members 
Mstep: Class 16 contains 172907 members 
Mstep: Class 17 contains 34598 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91581 members 
Mstep: Class 20 contains 26711 members 
Mstep: Class 21 contains 157890 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 326 members 
Entering Unmasked Estep 
Score: -132705032.000000 Penalty: 81993.640625
Splitting cluster 22 changes total score from -132704616.000000 to -132705032.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 23 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -27544.220703 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -27544.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -26424.873047 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -26424.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -26545.509766 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -26545.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -26587.359375 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -26587.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -26610.386719 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -26610.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -26701.771484 Penalty: 2688.585449
	Iteration 4Q: 3 clusters Score -26701.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -26735.896484 Penalty: 2688.585449
	Iteration 5Q: 3 clusters Score -26735.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -26762.814453 Penalty: 2688.585449
	Iteration 6Q: 3 clusters Score -26762.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -26777.732422 Penalty: 2688.585449
	Iteration 7Q: 3 clusters Score -26777.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -26787.527344 Penalty: 2688.585449
	Iteration 8Q: 3 clusters Score -26787.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -26787.527344 Penalty: 2688.585449
	Iteration 9F: 3 clusters Score -26787.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 158109 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8013 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63979 members 
Mstep: Class 6 contains 121154 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 39688 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17217 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55732 members 
Mstep: Class 16 contains 172907 members 
Mstep: Class 17 contains 34598 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 91581 members 
Mstep: Class 20 contains 26711 members 
Mstep: Class 21 contains 157890 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705048.000000 Penalty: 81993.640625
Iteration 319Q: 25 clusters Score -1.32705e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158122 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8014 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63985 members 
Mstep: Class 6 contains 121145 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 39688 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17218 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55727 members 
Mstep: Class 16 contains 172906 members 
Mstep: Class 17 contains 34598 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91564 members 
Mstep: Class 20 contains 26715 members 
Mstep: Class 21 contains 157897 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705104.000000 Penalty: 81993.640625
Iteration 320F: 25 clusters Score -1.327051e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158142 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8016 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63988 members 
Mstep: Class 6 contains 121142 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 39693 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17218 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55723 members 
Mstep: Class 16 contains 172907 members 
Mstep: Class 17 contains 34595 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91549 members 
Mstep: Class 20 contains 26719 members 
Mstep: Class 21 contains 157887 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705120.000000 Penalty: 81993.640625
Iteration 321Q: 25 clusters Score -1.327051e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158159 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8017 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63994 members 
Mstep: Class 6 contains 121132 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2824 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 39695 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17220 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55720 members 
Mstep: Class 16 contains 172909 members 
Mstep: Class 17 contains 34594 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91535 members 
Mstep: Class 20 contains 26722 members 
Mstep: Class 21 contains 157882 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705176.000000 Penalty: 81993.640625
Iteration 322Q: 25 clusters Score -1.327052e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158155 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8015 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 63999 members 
Mstep: Class 6 contains 121121 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2826 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 39696 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17217 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55717 members 
Mstep: Class 16 contains 172911 members 
Mstep: Class 17 contains 34596 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91532 members 
Mstep: Class 20 contains 26726 members 
Mstep: Class 21 contains 157891 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705232.000000 Penalty: 81993.640625
Iteration 323Q: 25 clusters Score -1.327052e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158168 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8014 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64000 members 
Mstep: Class 6 contains 121112 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2827 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 39695 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17217 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55707 members 
Mstep: Class 16 contains 172912 members 
Mstep: Class 17 contains 34598 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91530 members 
Mstep: Class 20 contains 26730 members 
Mstep: Class 21 contains 157892 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705232.000000 Penalty: 81993.640625
Iteration 324Q: 25 clusters Score -1.327052e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158169 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8013 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64009 members 
Mstep: Class 6 contains 121103 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2827 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 39700 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17216 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55704 members 
Mstep: Class 16 contains 172913 members 
Mstep: Class 17 contains 34599 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91534 members 
Mstep: Class 20 contains 26728 members 
Mstep: Class 21 contains 157887 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705248.000000 Penalty: 81993.640625
Iteration 325Q: 25 clusters Score -1.327052e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158170 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8013 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64017 members 
Mstep: Class 6 contains 121092 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2828 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 39700 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17217 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55697 members 
Mstep: Class 16 contains 172924 members 
Mstep: Class 17 contains 34601 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91532 members 
Mstep: Class 20 contains 26729 members 
Mstep: Class 21 contains 157882 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705096.000000 Penalty: 81993.640625
Iteration 326Q: 25 clusters Score -1.327051e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158174 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8014 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64021 members 
Mstep: Class 6 contains 121081 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2828 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 39700 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17218 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55691 members 
Mstep: Class 16 contains 172922 members 
Mstep: Class 17 contains 34599 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91547 members 
Mstep: Class 20 contains 26727 members 
Mstep: Class 21 contains 157880 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705120.000000 Penalty: 81993.640625
Iteration 327Q: 25 clusters Score -1.327051e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158177 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8014 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64022 members 
Mstep: Class 6 contains 121077 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2828 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 39700 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17219 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55685 members 
Mstep: Class 16 contains 172918 members 
Mstep: Class 17 contains 34596 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91560 members 
Mstep: Class 20 contains 26726 members 
Mstep: Class 21 contains 157880 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705112.000000 Penalty: 81993.640625
Iteration 328Q: 25 clusters Score -1.327051e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158185 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8014 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64023 members 
Mstep: Class 6 contains 121066 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2828 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 39698 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17220 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55678 members 
Mstep: Class 16 contains 172911 members 
Mstep: Class 17 contains 34595 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91574 members 
Mstep: Class 20 contains 26725 members 
Mstep: Class 21 contains 157885 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705136.000000 Penalty: 81993.640625
Iteration 329Q: 25 clusters Score -1.327051e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158195 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8014 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64023 members 
Mstep: Class 6 contains 121062 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2828 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 39695 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17221 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55673 members 
Mstep: Class 16 contains 172911 members 
Mstep: Class 17 contains 34589 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91583 members 
Mstep: Class 20 contains 26726 members 
Mstep: Class 21 contains 157882 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705160.000000 Penalty: 81993.640625
Iteration 330Q: 25 clusters Score -1.327052e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158197 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8015 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64023 members 
Mstep: Class 6 contains 121060 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2828 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 39695 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17221 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55668 members 
Mstep: Class 16 contains 172911 members 
Mstep: Class 17 contains 34587 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91586 members 
Mstep: Class 20 contains 26730 members 
Mstep: Class 21 contains 157881 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705176.000000 Penalty: 81993.640625
Iteration 331Q: 25 clusters Score -1.327052e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158197 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8015 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64025 members 
Mstep: Class 6 contains 121056 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2828 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 39697 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17219 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55668 members 
Mstep: Class 16 contains 172911 members 
Mstep: Class 17 contains 34585 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91582 members 
Mstep: Class 20 contains 26737 members 
Mstep: Class 21 contains 157882 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705160.000000 Penalty: 81993.640625
Iteration 332Q: 25 clusters Score -1.327052e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158200 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8014 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64024 members 
Mstep: Class 6 contains 121048 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2827 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 39700 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17218 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55668 members 
Mstep: Class 16 contains 172918 members 
Mstep: Class 17 contains 34583 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91580 members 
Mstep: Class 20 contains 26738 members 
Mstep: Class 21 contains 157884 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705184.000000 Penalty: 81993.640625
Iteration 333Q: 25 clusters Score -1.327052e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158203 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8012 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64024 members 
Mstep: Class 6 contains 121043 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2827 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39700 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17217 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55669 members 
Mstep: Class 16 contains 172921 members 
Mstep: Class 17 contains 34581 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91580 members 
Mstep: Class 20 contains 26736 members 
Mstep: Class 21 contains 157888 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705080.000000 Penalty: 81993.640625
Iteration 334Q: 25 clusters Score -1.327051e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158209 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8012 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64026 members 
Mstep: Class 6 contains 121036 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2827 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39702 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17219 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55665 members 
Mstep: Class 16 contains 172920 members 
Mstep: Class 17 contains 34579 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91588 members 
Mstep: Class 20 contains 26734 members 
Mstep: Class 21 contains 157884 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705064.000000 Penalty: 81993.640625
Iteration 335Q: 25 clusters Score -1.327051e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158227 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8012 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64025 members 
Mstep: Class 6 contains 121031 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2827 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39703 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17221 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55663 members 
Mstep: Class 16 contains 172924 members 
Mstep: Class 17 contains 34574 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91581 members 
Mstep: Class 20 contains 26734 members 
Mstep: Class 21 contains 157879 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705160.000000 Penalty: 81993.640625
Iteration 336Q: 25 clusters Score -1.327052e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158230 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8012 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64026 members 
Mstep: Class 6 contains 121029 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2827 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39703 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17219 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55658 members 
Mstep: Class 16 contains 172926 members 
Mstep: Class 17 contains 34575 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91580 members 
Mstep: Class 20 contains 26737 members 
Mstep: Class 21 contains 157878 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705112.000000 Penalty: 81993.640625
Iteration 337Q: 25 clusters Score -1.327051e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158227 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8012 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64026 members 
Mstep: Class 6 contains 121025 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2827 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39703 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17218 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55659 members 
Mstep: Class 16 contains 172927 members 
Mstep: Class 17 contains 34570 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91583 members 
Mstep: Class 20 contains 26737 members 
Mstep: Class 21 contains 157886 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705064.000000 Penalty: 81993.640625
Iteration 338Q: 25 clusters Score -1.327051e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158235 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8012 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64026 members 
Mstep: Class 6 contains 121019 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2827 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39703 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17218 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55655 members 
Mstep: Class 16 contains 172929 members 
Mstep: Class 17 contains 34562 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91587 members 
Mstep: Class 20 contains 26737 members 
Mstep: Class 21 contains 157890 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705000.000000 Penalty: 81993.640625
Iteration 339Q: 25 clusters Score -1.32705e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158250 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8012 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64029 members 
Mstep: Class 6 contains 121014 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2827 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39703 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17218 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55649 members 
Mstep: Class 16 contains 172926 members 
Mstep: Class 17 contains 34557 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91587 members 
Mstep: Class 20 contains 26738 members 
Mstep: Class 21 contains 157890 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705032.000000 Penalty: 81993.640625
Iteration 340F: 25 clusters Score -1.32705e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158265 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8013 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64032 members 
Mstep: Class 6 contains 121011 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2827 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39703 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17219 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55648 members 
Mstep: Class 16 contains 172925 members 
Mstep: Class 17 contains 34555 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91581 members 
Mstep: Class 20 contains 26740 members 
Mstep: Class 21 contains 157881 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704992.000000 Penalty: 81993.640625
Iteration 341Q: 25 clusters Score -1.32705e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158276 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8013 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64032 members 
Mstep: Class 6 contains 121005 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2827 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39704 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17219 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55640 members 
Mstep: Class 16 contains 172921 members 
Mstep: Class 17 contains 34552 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91591 members 
Mstep: Class 20 contains 26742 members 
Mstep: Class 21 contains 157878 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705000.000000 Penalty: 81993.640625
Iteration 342Q: 25 clusters Score -1.32705e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158292 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8013 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64031 members 
Mstep: Class 6 contains 121000 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2827 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39705 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17219 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55639 members 
Mstep: Class 16 contains 172921 members 
Mstep: Class 17 contains 34549 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91595 members 
Mstep: Class 20 contains 26741 members 
Mstep: Class 21 contains 157868 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705016.000000 Penalty: 81993.640625
Iteration 343Q: 25 clusters Score -1.32705e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158300 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8012 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64035 members 
Mstep: Class 6 contains 120992 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2827 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39706 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17219 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55637 members 
Mstep: Class 16 contains 172925 members 
Mstep: Class 17 contains 34544 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91598 members 
Mstep: Class 20 contains 26741 members 
Mstep: Class 21 contains 157864 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705008.000000 Penalty: 81993.640625
Iteration 344Q: 25 clusters Score -1.32705e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158311 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8011 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64039 members 
Mstep: Class 6 contains 120983 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2827 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39705 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17220 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55639 members 
Mstep: Class 16 contains 172925 members 
Mstep: Class 17 contains 34538 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91611 members 
Mstep: Class 20 contains 26741 members 
Mstep: Class 21 contains 157850 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705024.000000 Penalty: 81993.640625
Iteration 345Q: 25 clusters Score -1.32705e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158324 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8011 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64042 members 
Mstep: Class 6 contains 120975 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2827 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39705 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17221 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55643 members 
Mstep: Class 16 contains 172931 members 
Mstep: Class 17 contains 34534 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91606 members 
Mstep: Class 20 contains 26741 members 
Mstep: Class 21 contains 157840 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705008.000000 Penalty: 81993.640625
Iteration 346Q: 25 clusters Score -1.32705e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158342 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8011 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64047 members 
Mstep: Class 6 contains 120971 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2827 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39706 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17222 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55642 members 
Mstep: Class 16 contains 172937 members 
Mstep: Class 17 contains 34532 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91594 members 
Mstep: Class 20 contains 26740 members 
Mstep: Class 21 contains 157829 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704984.000000 Penalty: 81993.640625
Iteration 347Q: 25 clusters Score -1.32705e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158362 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8011 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64046 members 
Mstep: Class 6 contains 120963 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2827 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39706 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17222 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55642 members 
Mstep: Class 16 contains 172939 members 
Mstep: Class 17 contains 34532 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91586 members 
Mstep: Class 20 contains 26740 members 
Mstep: Class 21 contains 157824 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705120.000000 Penalty: 81993.640625
Iteration 348Q: 25 clusters Score -1.327051e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158382 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8011 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64045 members 
Mstep: Class 6 contains 120955 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2827 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39704 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17222 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55638 members 
Mstep: Class 16 contains 172941 members 
Mstep: Class 17 contains 34532 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91587 members 
Mstep: Class 20 contains 26740 members 
Mstep: Class 21 contains 157816 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705096.000000 Penalty: 81993.640625
Iteration 349Q: 25 clusters Score -1.327051e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158396 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8011 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64045 members 
Mstep: Class 6 contains 120946 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2827 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39700 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17222 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55637 members 
Mstep: Class 16 contains 172941 members 
Mstep: Class 17 contains 34530 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91588 members 
Mstep: Class 20 contains 26741 members 
Mstep: Class 21 contains 157816 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705112.000000 Penalty: 81993.640625
Iteration 350Q: 25 clusters Score -1.327051e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158398 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8011 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64045 members 
Mstep: Class 6 contains 120941 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2828 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39698 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17222 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55632 members 
Mstep: Class 16 contains 172946 members 
Mstep: Class 17 contains 34531 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91584 members 
Mstep: Class 20 contains 26742 members 
Mstep: Class 21 contains 157822 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705096.000000 Penalty: 81993.640625
Iteration 351Q: 25 clusters Score -1.327051e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158406 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8011 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64045 members 
Mstep: Class 6 contains 120938 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2828 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39694 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17223 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55622 members 
Mstep: Class 16 contains 172950 members 
Mstep: Class 17 contains 34533 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91581 members 
Mstep: Class 20 contains 26740 members 
Mstep: Class 21 contains 157829 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705168.000000 Penalty: 81993.640625
Iteration 352Q: 25 clusters Score -1.327052e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158422 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8011 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64047 members 
Mstep: Class 6 contains 120934 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2828 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39692 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17225 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55613 members 
Mstep: Class 16 contains 172955 members 
Mstep: Class 17 contains 34530 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91571 members 
Mstep: Class 20 contains 26740 members 
Mstep: Class 21 contains 157832 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705192.000000 Penalty: 81993.640625
Iteration 353Q: 25 clusters Score -1.327052e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158436 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8011 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64050 members 
Mstep: Class 6 contains 120929 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2828 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39691 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17226 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55601 members 
Mstep: Class 16 contains 172957 members 
Mstep: Class 17 contains 34529 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91561 members 
Mstep: Class 20 contains 26741 members 
Mstep: Class 21 contains 157840 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705160.000000 Penalty: 81993.640625
Iteration 354Q: 25 clusters Score -1.327052e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158442 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8011 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64053 members 
Mstep: Class 6 contains 120921 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2828 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 39688 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17227 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55599 members 
Mstep: Class 16 contains 172958 members 
Mstep: Class 17 contains 34528 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91552 members 
Mstep: Class 20 contains 26743 members 
Mstep: Class 21 contains 157849 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705192.000000 Penalty: 81993.640625
Iteration 355Q: 25 clusters Score -1.327052e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158448 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8011 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64059 members 
Mstep: Class 6 contains 120915 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2828 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 39688 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17227 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55597 members 
Mstep: Class 16 contains 172955 members 
Mstep: Class 17 contains 34529 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91549 members 
Mstep: Class 20 contains 26745 members 
Mstep: Class 21 contains 157848 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705200.000000 Penalty: 81993.640625
Iteration 356Q: 25 clusters Score -1.327052e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158449 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8012 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64061 members 
Mstep: Class 6 contains 120909 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2828 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 39687 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17225 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55595 members 
Mstep: Class 16 contains 172959 members 
Mstep: Class 17 contains 34529 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91546 members 
Mstep: Class 20 contains 26748 members 
Mstep: Class 21 contains 157851 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705120.000000 Penalty: 81993.640625
Iteration 357Q: 25 clusters Score -1.327051e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158445 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8012 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64063 members 
Mstep: Class 6 contains 120906 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2828 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 39687 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17226 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55592 members 
Mstep: Class 16 contains 172959 members 
Mstep: Class 17 contains 34530 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91543 members 
Mstep: Class 20 contains 26749 members 
Mstep: Class 21 contains 157859 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705088.000000 Penalty: 81993.640625
Iteration 358Q: 25 clusters Score -1.327051e+08 nChanged 61
Entering ConstructFrom: 
Score: -132705088.000000 Penalty: 81993.640625
Entering ConstructFrom: 
Trying to split cluster 1 (158448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158448 members 
Entering Unmasked Estep 
Score: -22122524.000000 Penalty: 2969.349121
	Iteration 0F: 2 clusters Score -2.212252e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78994 members 
Mstep: Class 2 contains 79454 members 
Entering Unmasked Estep 
Score: -22016722.000000 Penalty: 5938.698242
	Iteration 0F: 3 clusters Score -2.201672e+07 nChanged 76071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74909 members 
Mstep: Class 2 contains 83539 members 
Entering Unmasked Estep 
Score: -22062030.000000 Penalty: 5938.698242
	Iteration 1F: 3 clusters Score -2.206203e+07 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72495 members 
Mstep: Class 2 contains 85953 members 
Entering Unmasked Estep 
Score: -22064224.000000 Penalty: 5938.698242
	Iteration 2Q: 3 clusters Score -2.206422e+07 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69068 members 
Mstep: Class 2 contains 89380 members 
Entering Unmasked Estep 
Score: -22067402.000000 Penalty: 5938.698242
	Iteration 3Q: 3 clusters Score -2.20674e+07 nChanged 7502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64582 members 
Mstep: Class 2 contains 93866 members 
Entering Unmasked Estep 
Score: -22071936.000000 Penalty: 5938.698242
	Iteration 4Q: 3 clusters Score -2.207194e+07 nChanged 8494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59240 members 
Mstep: Class 2 contains 99208 members 
Entering Unmasked Estep 
Score: -22077586.000000 Penalty: 5938.698242
	Iteration 5F: 3 clusters Score -2.207759e+07 nChanged 9076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53510 members 
Mstep: Class 2 contains 104938 members 
Entering Unmasked Estep 
Score: -22084204.000000 Penalty: 5938.698242
	Iteration 6F: 3 clusters Score -2.20842e+07 nChanged 9254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47958 members 
Mstep: Class 2 contains 110490 members 
Entering Unmasked Estep 
Score: -22090694.000000 Penalty: 5938.698242
	Iteration 7F: 3 clusters Score -2.209069e+07 nChanged 8438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Mstep: Class 2 contains 115376 members 
Entering Unmasked Estep 
Score: -22096310.000000 Penalty: 5938.698242
	Iteration 8F: 3 clusters Score -2.209631e+07 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39000 members 
Mstep: Class 2 contains 119448 members 
Entering Unmasked Estep 
Score: -22100316.000000 Penalty: 5938.698242
	Iteration 9Q: 3 clusters Score -2.210032e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 122978 members 
Entering Unmasked Estep 
Score: -22102934.000000 Penalty: 5938.698242
	Iteration 10Q: 3 clusters Score -2.210293e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32107 members 
Mstep: Class 2 contains 126341 members 
Entering Unmasked Estep 
Score: -22104576.000000 Penalty: 5938.698242
	Iteration 11Q: 3 clusters Score -2.210458e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 129591 members 
Entering Unmasked Estep 
Score: -22105982.000000 Penalty: 5938.698242
	Iteration 12Q: 3 clusters Score -2.210598e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 132790 members 
Entering Unmasked Estep 
Score: -22107342.000000 Penalty: 5938.698242
	Iteration 13Q: 3 clusters Score -2.210734e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 135858 members 
Entering Unmasked Estep 
Score: -22108520.000000 Penalty: 5938.698242
	Iteration 14Q: 3 clusters Score -2.210852e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 138905 members 
Entering Unmasked Estep 
Score: -22110010.000000 Penalty: 5938.698242
	Iteration 15Q: 3 clusters Score -2.211001e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 141859 members 
Entering Unmasked Estep 
Score: -22111426.000000 Penalty: 5938.698242
	Iteration 16Q: 3 clusters Score -2.211143e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 144692 members 
Entering Unmasked Estep 
Score: -22112800.000000 Penalty: 5938.698242
	Iteration 17Q: 3 clusters Score -2.21128e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 147259 members 
Entering Unmasked Estep 
Score: -22114188.000000 Penalty: 5938.698242
	Iteration 18Q: 3 clusters Score -2.211419e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 149500 members 
Entering Unmasked Estep 
Score: -22115362.000000 Penalty: 5938.698242
	Iteration 19Q: 3 clusters Score -2.211536e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 151451 members 
Entering Unmasked Estep 
Score: -22116514.000000 Penalty: 5938.698242
	Iteration 20F: 3 clusters Score -2.211651e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 153059 members 
Entering Unmasked Estep 
Score: -22117558.000000 Penalty: 5938.698242
	Iteration 21Q: 3 clusters Score -2.211756e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 154370 members 
Entering Unmasked Estep 
Score: -22118400.000000 Penalty: 5938.698242
	Iteration 22Q: 3 clusters Score -2.21184e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 155392 members 
Entering Unmasked Estep 
Score: -22118910.000000 Penalty: 5938.698242
	Iteration 23Q: 3 clusters Score -2.211891e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 156118 members 
Entering Unmasked Estep 
Score: -22119274.000000 Penalty: 5938.698242
	Iteration 24Q: 3 clusters Score -2.211927e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 156604 members 
Entering Unmasked Estep 
Score: -22119518.000000 Penalty: 5938.698242
	Iteration 25Q: 3 clusters Score -2.211952e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 156925 members 
Entering Unmasked Estep 
Score: -22119690.000000 Penalty: 5938.698242
	Iteration 26Q: 3 clusters Score -2.211969e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 157130 members 
Entering Unmasked Estep 
Score: -22119818.000000 Penalty: 5938.698242
	Iteration 27Q: 3 clusters Score -2.211982e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 157274 members 
Entering Unmasked Estep 
Score: -22119904.000000 Penalty: 5938.698242
	Iteration 28Q: 3 clusters Score -2.21199e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 157388 members 
Entering Unmasked Estep 
Score: -22119960.000000 Penalty: 5938.698242
	Iteration 29Q: 3 clusters Score -2.211996e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 157454 members 
Entering Unmasked Estep 
Score: -22119988.000000 Penalty: 5938.698242
	Iteration 30Q: 3 clusters Score -2.211999e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 157500 members 
Entering Unmasked Estep 
Score: -22120018.000000 Penalty: 5938.698242
	Iteration 31Q: 3 clusters Score -2.212002e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 157543 members 
Entering Unmasked Estep 
Score: -22120046.000000 Penalty: 5938.698242
	Iteration 32Q: 3 clusters Score -2.212005e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 157570 members 
Entering Unmasked Estep 
Score: -22120038.000000 Penalty: 5938.698242
	Iteration 33Q: 3 clusters Score -2.212004e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 157600 members 
Entering Unmasked Estep 
Score: -22120050.000000 Penalty: 5938.698242
	Iteration 34Q: 3 clusters Score -2.212005e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 157621 members 
Entering Unmasked Estep 
Score: -22120060.000000 Penalty: 5938.698242
	Iteration 35Q: 3 clusters Score -2.212006e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 157637 members 
Entering Unmasked Estep 
Score: -22120060.000000 Penalty: 5938.698242
	Iteration 36Q: 3 clusters Score -2.212006e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 157652 members 
Entering Unmasked Estep 
Score: -22120060.000000 Penalty: 5938.698242
	Iteration 37Q: 3 clusters Score -2.212006e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 157663 members 
Entering Unmasked Estep 
Score: -22120068.000000 Penalty: 5938.698242
	Iteration 38Q: 3 clusters Score -2.212007e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 157673 members 
Entering Unmasked Estep 
Score: -22120066.000000 Penalty: 5938.698242
	Iteration 39Q: 3 clusters Score -2.212007e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 157683 members 
Entering Unmasked Estep 
Score: -22120072.000000 Penalty: 5938.698242
	Iteration 40F: 3 clusters Score -2.212007e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 157689 members 
Entering Unmasked Estep 
Score: -22120074.000000 Penalty: 5938.698242
	Iteration 41Q: 3 clusters Score -2.212007e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 157695 members 
Entering Unmasked Estep 
Score: -22120092.000000 Penalty: 5938.698242
	Iteration 42Q: 3 clusters Score -2.212009e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 157697 members 
Entering Unmasked Estep 
Score: -22120098.000000 Penalty: 5938.698242
	Iteration 43Q: 3 clusters Score -2.21201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 157697 members 
Entering Unmasked Estep 
Score: -22120094.000000 Penalty: 5938.698242
	Iteration 44Q: 3 clusters Score -2.212009e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 157697 members 
Entering Unmasked Estep 
Score: -22120088.000000 Penalty: 5938.698242
	Iteration 45Q: 3 clusters Score -2.212009e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 157704 members 
Entering Unmasked Estep 
Score: -22120092.000000 Penalty: 5938.698242
	Iteration 46Q: 3 clusters Score -2.212009e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 157716 members 
Entering Unmasked Estep 
Score: -22120118.000000 Penalty: 5938.698242
	Iteration 47Q: 3 clusters Score -2.212012e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 157731 members 
Entering Unmasked Estep 
Score: -22120112.000000 Penalty: 5938.698242
	Iteration 48Q: 3 clusters Score -2.212011e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 157743 members 
Entering Unmasked Estep 
Score: -22120132.000000 Penalty: 5938.698242
	Iteration 49Q: 3 clusters Score -2.212013e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 157752 members 
Entering Unmasked Estep 
Score: -22120164.000000 Penalty: 5938.698242
	Iteration 50Q: 3 clusters Score -2.212016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 157760 members 
Entering Unmasked Estep 
Score: -22120164.000000 Penalty: 5938.698242
	Iteration 51Q: 3 clusters Score -2.212016e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 157766 members 
Entering Unmasked Estep 
Score: -22120154.000000 Penalty: 5938.698242
	Iteration 52Q: 3 clusters Score -2.212015e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 157774 members 
Entering Unmasked Estep 
Score: -22120154.000000 Penalty: 5938.698242
	Iteration 53Q: 3 clusters Score -2.212015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 157777 members 
Entering Unmasked Estep 
Score: -22120160.000000 Penalty: 5938.698242
	Iteration 54Q: 3 clusters Score -2.212016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 157779 members 
Entering Unmasked Estep 
Score: -22120162.000000 Penalty: 5938.698242
	Iteration 55Q: 3 clusters Score -2.212016e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 157778 members 
Entering Unmasked Estep 
Score: -22120162.000000 Penalty: 5938.698242
	Iteration 56Q: 3 clusters Score -2.212016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 157782 members 
Entering Unmasked Estep 
Score: -22120170.000000 Penalty: 5938.698242
	Iteration 57Q: 3 clusters Score -2.212017e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 157783 members 
Entering Unmasked Estep 
Score: -22120166.000000 Penalty: 5938.698242
	Iteration 58Q: 3 clusters Score -2.212017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 157784 members 
Entering Unmasked Estep 
Score: -22120174.000000 Penalty: 5938.698242
	Iteration 59Q: 3 clusters Score -2.212017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 157785 members 
Entering Unmasked Estep 
Score: -22120174.000000 Penalty: 5938.698242
	Iteration 60F: 3 clusters Score -2.212017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 157786 members 
Entering Unmasked Estep 
Score: -22120170.000000 Penalty: 5938.698242
	Iteration 61Q: 3 clusters Score -2.212017e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 157786 members 
Entering Unmasked Estep 
Score: -22120170.000000 Penalty: 5938.698242
	Iteration 62F: 3 clusters Score -2.212017e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Entering Unmasked Estep 
Score: -83240.953125 Penalty: 1611.573975
	Iteration 0F: 2 clusters Score -83240.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -81558.867188 Penalty: 3223.147949
	Iteration 0F: 3 clusters Score -81558.87 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -81875.554688 Penalty: 3223.147949
	Iteration 1F: 3 clusters Score -81875.55 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -82008.000000 Penalty: 3223.147949
	Iteration 2F: 3 clusters Score -82008 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -82165.742188 Penalty: 3223.147949
	Iteration 3F: 3 clusters Score -82165.74 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -82264.828125 Penalty: 3223.147949
	Iteration 4Q: 3 clusters Score -82264.83 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -82331.656250 Penalty: 3223.147949
	Iteration 5Q: 3 clusters Score -82331.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -82374.656250 Penalty: 3223.147949
	Iteration 6Q: 3 clusters Score -82374.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -82394.109375 Penalty: 3223.147949
	Iteration 7Q: 3 clusters Score -82394.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -82417.710938 Penalty: 3223.147949
	Iteration 8Q: 3 clusters Score -82417.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -82454.585938 Penalty: 3223.147949
	Iteration 9Q: 3 clusters Score -82454.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -82576.570312 Penalty: 3223.147949
	Iteration 10Q: 3 clusters Score -82576.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -82641.203125 Penalty: 3223.147949
	Iteration 11Q: 3 clusters Score -82641.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -82715.859375 Penalty: 3223.147949
	Iteration 12Q: 3 clusters Score -82715.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -82756.234375 Penalty: 3223.147949
	Iteration 13Q: 3 clusters Score -82756.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -82767.046875 Penalty: 3223.147949
	Iteration 14Q: 3 clusters Score -82767.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -82772.164062 Penalty: 3223.147949
	Iteration 15Q: 3 clusters Score -82772.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -82775.156250 Penalty: 3223.147949
	Iteration 16F: 3 clusters Score -82775.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -82784.820312 Penalty: 3223.147949
	Iteration 17Q: 3 clusters Score -82784.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -82789.156250 Penalty: 3223.147949
	Iteration 18Q: 3 clusters Score -82789.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -82789.156250 Penalty: 3223.147949
	Iteration 19F: 3 clusters Score -82789.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Entering Unmasked Estep 
Score: -1082734.250000 Penalty: 2229.196533
	Iteration 0F: 2 clusters Score -1082734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1076292.875000 Penalty: 4458.393066
	Iteration 0F: 3 clusters Score -1076293 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1078033.375000 Penalty: 4458.393066
	Iteration 1F: 3 clusters Score -1078033 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1078328.375000 Penalty: 4458.393066
	Iteration 2F: 3 clusters Score -1078328 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1078562.375000 Penalty: 4458.393066
	Iteration 3F: 3 clusters Score -1078562 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1078749.375000 Penalty: 4458.393066
	Iteration 4Q: 3 clusters Score -1078749 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1078935.875000 Penalty: 4458.393066
	Iteration 5Q: 3 clusters Score -1078936 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1079171.375000 Penalty: 4458.393066
	Iteration 6Q: 3 clusters Score -1079171 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1079457.500000 Penalty: 4458.393066
	Iteration 7Q: 3 clusters Score -1079458 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1079722.500000 Penalty: 4458.393066
	Iteration 8Q: 3 clusters Score -1079722 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1079979.875000 Penalty: 4458.393066
	Iteration 9Q: 3 clusters Score -1079980 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1080227.750000 Penalty: 4458.393066
	Iteration 10Q: 3 clusters Score -1080228 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1080486.750000 Penalty: 4458.393066
	Iteration 11Q: 3 clusters Score -1080487 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1080711.500000 Penalty: 4458.393066
	Iteration 12Q: 3 clusters Score -1080712 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1080919.125000 Penalty: 4458.393066
	Iteration 13Q: 3 clusters Score -1080919 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1081138.125000 Penalty: 4458.393066
	Iteration 14Q: 3 clusters Score -1081138 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1081343.250000 Penalty: 4458.393066
	Iteration 15Q: 3 clusters Score -1081343 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1081524.875000 Penalty: 4458.393066
	Iteration 16Q: 3 clusters Score -1081525 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1081697.625000 Penalty: 4458.393066
	Iteration 17Q: 3 clusters Score -1081698 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1081858.875000 Penalty: 4458.393066
	Iteration 18Q: 3 clusters Score -1081859 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1082002.625000 Penalty: 4458.393066
	Iteration 19Q: 3 clusters Score -1082003 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1082217.375000 Penalty: 4458.393066
	Iteration 20F: 3 clusters Score -1082217 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1082327.500000 Penalty: 4458.393066
	Iteration 21Q: 3 clusters Score -1082328 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1082377.375000 Penalty: 4458.393066
	Iteration 22Q: 3 clusters Score -1082377 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1082412.125000 Penalty: 4458.393066
	Iteration 23Q: 3 clusters Score -1082412 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1082428.000000 Penalty: 4458.393066
	Iteration 24Q: 3 clusters Score -1082428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1082434.875000 Penalty: 4458.393066
	Iteration 25Q: 3 clusters Score -1082435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1082438.000000 Penalty: 4458.393066
	Iteration 26Q: 3 clusters Score -1082438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1082439.000000 Penalty: 4458.393066
	Iteration 27Q: 3 clusters Score -1082439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1082440.875000 Penalty: 4458.393066
	Iteration 28Q: 3 clusters Score -1082441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1082441.125000 Penalty: 4458.393066
	Iteration 29Q: 3 clusters Score -1082441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1082442.125000 Penalty: 4458.393066
	Iteration 30Q: 3 clusters Score -1082442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1082442.125000 Penalty: 4458.393066
	Iteration 31F: 3 clusters Score -1082442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -80229.398438 Penalty: 1586.024902
	Iteration 0F: 2 clusters Score -80229.4 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 298 members 
Entering Unmasked Estep 
Score: -78638.281250 Penalty: 3172.049805
	Iteration 0F: 3 clusters Score -78638.28 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -78860.812500 Penalty: 3172.049805
	Iteration 1F: 3 clusters Score -78860.81 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -79000.843750 Penalty: 3172.049805
	Iteration 2F: 3 clusters Score -79000.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -79033.085938 Penalty: 3172.049805
	Iteration 3Q: 3 clusters Score -79033.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -79049.976562 Penalty: 3172.049805
	Iteration 4Q: 3 clusters Score -79049.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -79062.265625 Penalty: 3172.049805
	Iteration 5Q: 3 clusters Score -79062.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -79077.765625 Penalty: 3172.049805
	Iteration 6Q: 3 clusters Score -79077.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -79081.617188 Penalty: 3172.049805
	Iteration 7Q: 3 clusters Score -79081.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -79087.804688 Penalty: 3172.049805
	Iteration 8Q: 3 clusters Score -79087.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -79088.765625 Penalty: 3172.049805
	Iteration 9Q: 3 clusters Score -79088.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -79090.375000 Penalty: 3172.049805
	Iteration 10Q: 3 clusters Score -79090.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -79092.453125 Penalty: 3172.049805
	Iteration 11Q: 3 clusters Score -79092.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -79094.828125 Penalty: 3172.049805
	Iteration 12Q: 3 clusters Score -79094.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -79099.500000 Penalty: 3172.049805
	Iteration 13Q: 3 clusters Score -79099.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -79103.429688 Penalty: 3172.049805
	Iteration 14Q: 3 clusters Score -79103.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -79109.320312 Penalty: 3172.049805
	Iteration 15Q: 3 clusters Score -79109.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -79111.992188 Penalty: 3172.049805
	Iteration 16Q: 3 clusters Score -79111.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -79111.992188 Penalty: 3172.049805
	Iteration 17F: 3 clusters Score -79111.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (64062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64062 members 
Entering Unmasked Estep 
Score: -9024069.000000 Penalty: 2744.766602
	Iteration 0F: 2 clusters Score -9024069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -8981136.000000 Penalty: 5489.533203
	Iteration 0F: 3 clusters Score -8981136 nChanged 29897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -8997879.000000 Penalty: 5489.533203
	Iteration 1F: 3 clusters Score -8997879 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -8998727.000000 Penalty: 5489.533203
	Iteration 2Q: 3 clusters Score -8998727 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 37372 members 
Entering Unmasked Estep 
Score: -8999758.000000 Penalty: 5489.533203
	Iteration 3Q: 3 clusters Score -8999758 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 40006 members 
Entering Unmasked Estep 
Score: -9001242.000000 Penalty: 5489.533203
	Iteration 4Q: 3 clusters Score -9001242 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 43579 members 
Entering Unmasked Estep 
Score: -9003594.000000 Penalty: 5489.533203
	Iteration 5F: 3 clusters Score -9003594 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 48171 members 
Entering Unmasked Estep 
Score: -9007064.000000 Penalty: 5489.533203
	Iteration 6F: 3 clusters Score -9007064 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 53390 members 
Entering Unmasked Estep 
Score: -9011615.000000 Penalty: 5489.533203
	Iteration 7F: 3 clusters Score -9011615 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 58179 members 
Entering Unmasked Estep 
Score: -9016247.000000 Penalty: 5489.533203
	Iteration 8F: 3 clusters Score -9016247 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 61381 members 
Entering Unmasked Estep 
Score: -9019322.000000 Penalty: 5489.533203
	Iteration 9F: 3 clusters Score -9019322 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 62855 members 
Entering Unmasked Estep 
Score: -9020703.000000 Penalty: 5489.533203
	Iteration 10Q: 3 clusters Score -9020703 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 63408 members 
Entering Unmasked Estep 
Score: -9021274.000000 Penalty: 5489.533203
	Iteration 11Q: 3 clusters Score -9021274 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 63586 members 
Entering Unmasked Estep 
Score: -9021490.000000 Penalty: 5489.533203
	Iteration 12Q: 3 clusters Score -9021490 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 63666 members 
Entering Unmasked Estep 
Score: -9021574.000000 Penalty: 5489.533203
	Iteration 13Q: 3 clusters Score -9021574 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 63706 members 
Entering Unmasked Estep 
Score: -9021624.000000 Penalty: 5489.533203
	Iteration 14Q: 3 clusters Score -9021624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 63719 members 
Entering Unmasked Estep 
Score: -9021660.000000 Penalty: 5489.533203
	Iteration 15Q: 3 clusters Score -9021660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 63730 members 
Entering Unmasked Estep 
Score: -9021668.000000 Penalty: 5489.533203
	Iteration 16Q: 3 clusters Score -9021668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 63734 members 
Entering Unmasked Estep 
Score: -9021688.000000 Penalty: 5489.533203
	Iteration 17Q: 3 clusters Score -9021688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 63739 members 
Entering Unmasked Estep 
Score: -9021694.000000 Penalty: 5489.533203
	Iteration 18Q: 3 clusters Score -9021694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 63740 members 
Entering Unmasked Estep 
Score: -9021696.000000 Penalty: 5489.533203
	Iteration 19Q: 3 clusters Score -9021696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 63742 members 
Entering Unmasked Estep 
Score: -9021696.000000 Penalty: 5489.533203
	Iteration 20F: 3 clusters Score -9021696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 63744 members 
Entering Unmasked Estep 
Score: -9021704.000000 Penalty: 5489.533203
	Iteration 21Q: 3 clusters Score -9021704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 63747 members 
Entering Unmasked Estep 
Score: -9021705.000000 Penalty: 5489.533203
	Iteration 22Q: 3 clusters Score -9021705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 63746 members 
Entering Unmasked Estep 
Score: -9021711.000000 Penalty: 5489.533203
	Iteration 23Q: 3 clusters Score -9021711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 63745 members 
Entering Unmasked Estep 
Score: -9021712.000000 Penalty: 5489.533203
	Iteration 24Q: 3 clusters Score -9021712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 63746 members 
Entering Unmasked Estep 
Score: -9021714.000000 Penalty: 5489.533203
	Iteration 25Q: 3 clusters Score -9021714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 63746 members 
Entering Unmasked Estep 
Score: -9021717.000000 Penalty: 5489.533203
	Iteration 26Q: 3 clusters Score -9021717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 63745 members 
Entering Unmasked Estep 
Score: -9021729.000000 Penalty: 5489.533203
	Iteration 27Q: 3 clusters Score -9021729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 63749 members 
Entering Unmasked Estep 
Score: -9021745.000000 Penalty: 5489.533203
	Iteration 28Q: 3 clusters Score -9021745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 63755 members 
Entering Unmasked Estep 
Score: -9021748.000000 Penalty: 5489.533203
	Iteration 29Q: 3 clusters Score -9021748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 63759 members 
Entering Unmasked Estep 
Score: -9021765.000000 Penalty: 5489.533203
	Iteration 30Q: 3 clusters Score -9021765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 63763 members 
Entering Unmasked Estep 
Score: -9021770.000000 Penalty: 5489.533203
	Iteration 31Q: 3 clusters Score -9021770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 63763 members 
Entering Unmasked Estep 
Score: -9021770.000000 Penalty: 5489.533203
	Iteration 32F: 3 clusters Score -9021770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (120906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120906 members 
Entering Unmasked Estep 
Score: -17121906.000000 Penalty: 2902.286621
	Iteration 0F: 2 clusters Score -1.712191e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60340 members 
Mstep: Class 2 contains 60566 members 
Entering Unmasked Estep 
Score: -17044488.000000 Penalty: 5804.573242
	Iteration 0F: 3 clusters Score -1.704449e+07 nChanged 57279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58209 members 
Mstep: Class 2 contains 62697 members 
Entering Unmasked Estep 
Score: -17077562.000000 Penalty: 5804.573242
	Iteration 1F: 3 clusters Score -1.707756e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56653 members 
Mstep: Class 2 contains 64253 members 
Entering Unmasked Estep 
Score: -17078802.000000 Penalty: 5804.573242
	Iteration 2Q: 3 clusters Score -1.70788e+07 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54272 members 
Mstep: Class 2 contains 66634 members 
Entering Unmasked Estep 
Score: -17080562.000000 Penalty: 5804.573242
	Iteration 3Q: 3 clusters Score -1.708056e+07 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50808 members 
Mstep: Class 2 contains 70098 members 
Entering Unmasked Estep 
Score: -17083316.000000 Penalty: 5804.573242
	Iteration 4Q: 3 clusters Score -1.708332e+07 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45734 members 
Mstep: Class 2 contains 75172 members 
Entering Unmasked Estep 
Score: -17087204.000000 Penalty: 5804.573242
	Iteration 5F: 3 clusters Score -1.70872e+07 nChanged 8312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 81886 members 
Entering Unmasked Estep 
Score: -17092872.000000 Penalty: 5804.573242
	Iteration 6F: 3 clusters Score -1.709287e+07 nChanged 8916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 89722 members 
Entering Unmasked Estep 
Score: -17099998.000000 Penalty: 5804.573242
	Iteration 7F: 3 clusters Score -1.71e+07 nChanged 8028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 96868 members 
Entering Unmasked Estep 
Score: -17106838.000000 Penalty: 5804.573242
	Iteration 8F: 3 clusters Score -1.710684e+07 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 102245 members 
Entering Unmasked Estep 
Score: -17112120.000000 Penalty: 5804.573242
	Iteration 9F: 3 clusters Score -1.711212e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 105723 members 
Entering Unmasked Estep 
Score: -17115050.000000 Penalty: 5804.573242
	Iteration 10Q: 3 clusters Score -1.711505e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 108318 members 
Entering Unmasked Estep 
Score: -17116652.000000 Penalty: 5804.573242
	Iteration 11Q: 3 clusters Score -1.711665e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 110437 members 
Entering Unmasked Estep 
Score: -17118010.000000 Penalty: 5804.573242
	Iteration 12Q: 3 clusters Score -1.711801e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 112152 members 
Entering Unmasked Estep 
Score: -17118880.000000 Penalty: 5804.573242
	Iteration 13Q: 3 clusters Score -1.711888e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 113521 members 
Entering Unmasked Estep 
Score: -17119490.000000 Penalty: 5804.573242
	Iteration 14Q: 3 clusters Score -1.711949e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 114652 members 
Entering Unmasked Estep 
Score: -17120008.000000 Penalty: 5804.573242
	Iteration 15Q: 3 clusters Score -1.712001e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 115516 members 
Entering Unmasked Estep 
Score: -17120340.000000 Penalty: 5804.573242
	Iteration 16Q: 3 clusters Score -1.712034e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 116184 members 
Entering Unmasked Estep 
Score: -17120532.000000 Penalty: 5804.573242
	Iteration 17Q: 3 clusters Score -1.712053e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 116677 members 
Entering Unmasked Estep 
Score: -17120640.000000 Penalty: 5804.573242
	Iteration 18Q: 3 clusters Score -1.712064e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 117075 members 
Entering Unmasked Estep 
Score: -17120766.000000 Penalty: 5804.573242
	Iteration 19Q: 3 clusters Score -1.712077e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 117399 members 
Entering Unmasked Estep 
Score: -17120858.000000 Penalty: 5804.573242
	Iteration 20F: 3 clusters Score -1.712086e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 117658 members 
Entering Unmasked Estep 
Score: -17120868.000000 Penalty: 5804.573242
	Iteration 21Q: 3 clusters Score -1.712087e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 117865 members 
Entering Unmasked Estep 
Score: -17120908.000000 Penalty: 5804.573242
	Iteration 22Q: 3 clusters Score -1.712091e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 118023 members 
Entering Unmasked Estep 
Score: -17120922.000000 Penalty: 5804.573242
	Iteration 23Q: 3 clusters Score -1.712092e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 118133 members 
Entering Unmasked Estep 
Score: -17120970.000000 Penalty: 5804.573242
	Iteration 24Q: 3 clusters Score -1.712097e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 118220 members 
Entering Unmasked Estep 
Score: -17120994.000000 Penalty: 5804.573242
	Iteration 25Q: 3 clusters Score -1.712099e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 118298 members 
Entering Unmasked Estep 
Score: -17120996.000000 Penalty: 5804.573242
	Iteration 26Q: 3 clusters Score -1.7121e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 118355 members 
Entering Unmasked Estep 
Score: -17121000.000000 Penalty: 5804.573242
	Iteration 27Q: 3 clusters Score -1.7121e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 118411 members 
Entering Unmasked Estep 
Score: -17120998.000000 Penalty: 5804.573242
	Iteration 28Q: 3 clusters Score -1.7121e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 118453 members 
Entering Unmasked Estep 
Score: -17121008.000000 Penalty: 5804.573242
	Iteration 29Q: 3 clusters Score -1.712101e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 118498 members 
Entering Unmasked Estep 
Score: -17120998.000000 Penalty: 5804.573242
	Iteration 30Q: 3 clusters Score -1.7121e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 118533 members 
Entering Unmasked Estep 
Score: -17120990.000000 Penalty: 5804.573242
	Iteration 31Q: 3 clusters Score -1.712099e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 118554 members 
Entering Unmasked Estep 
Score: -17120982.000000 Penalty: 5804.573242
	Iteration 32Q: 3 clusters Score -1.712098e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 118576 members 
Entering Unmasked Estep 
Score: -17120988.000000 Penalty: 5804.573242
	Iteration 33Q: 3 clusters Score -1.712099e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 118596 members 
Entering Unmasked Estep 
Score: -17120992.000000 Penalty: 5804.573242
	Iteration 34Q: 3 clusters Score -1.712099e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 118618 members 
Entering Unmasked Estep 
Score: -17120988.000000 Penalty: 5804.573242
	Iteration 35Q: 3 clusters Score -1.712099e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 118632 members 
Entering Unmasked Estep 
Score: -17120992.000000 Penalty: 5804.573242
	Iteration 36Q: 3 clusters Score -1.712099e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 118644 members 
Entering Unmasked Estep 
Score: -17121008.000000 Penalty: 5804.573242
	Iteration 37Q: 3 clusters Score -1.712101e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 118654 members 
Entering Unmasked Estep 
Score: -17121000.000000 Penalty: 5804.573242
	Iteration 38Q: 3 clusters Score -1.7121e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 118661 members 
Entering Unmasked Estep 
Score: -17121002.000000 Penalty: 5804.573242
	Iteration 39Q: 3 clusters Score -1.7121e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 118670 members 
Entering Unmasked Estep 
Score: -17121016.000000 Penalty: 5804.573242
	Iteration 40F: 3 clusters Score -1.712102e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 118677 members 
Entering Unmasked Estep 
Score: -17121010.000000 Penalty: 5804.573242
	Iteration 41Q: 3 clusters Score -1.712101e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 118683 members 
Entering Unmasked Estep 
Score: -17121012.000000 Penalty: 5804.573242
	Iteration 42Q: 3 clusters Score -1.712101e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 118688 members 
Entering Unmasked Estep 
Score: -17121006.000000 Penalty: 5804.573242
	Iteration 43Q: 3 clusters Score -1.712101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 118691 members 
Entering Unmasked Estep 
Score: -17121016.000000 Penalty: 5804.573242
	Iteration 44Q: 3 clusters Score -1.712102e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 118691 members 
Entering Unmasked Estep 
Score: -17121016.000000 Penalty: 5804.573242
	Iteration 45F: 3 clusters Score -1.712102e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Entering Unmasked Estep 
Score: -88087.414062 Penalty: 1661.476196
	Iteration 0F: 2 clusters Score -88087.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -86529.960938 Penalty: 3322.952393
	Iteration 0F: 3 clusters Score -86529.96 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -87615.343750 Penalty: 3322.952393
	Iteration 1F: 3 clusters Score -87615.34 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -88571.570312 Penalty: 3322.952393
	Iteration 2F: 3 clusters Score -88571.57 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -89478.203125 Penalty: 3322.952393
	Iteration 3F: 3 clusters Score -89478.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -89624.015625 Penalty: 3322.952393
	Iteration 4Q: 3 clusters Score -89624.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -89697.343750 Penalty: 3322.952393
	Iteration 5Q: 3 clusters Score -89697.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -89710.757812 Penalty: 3322.952393
	Iteration 6Q: 3 clusters Score -89710.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -89715.109375 Penalty: 3322.952393
	Iteration 7Q: 3 clusters Score -89715.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -89718.750000 Penalty: 3322.952393
	Iteration 8Q: 3 clusters Score -89718.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -89718.750000 Penalty: 3322.952393
	Iteration 9F: 3 clusters Score -89718.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158448 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8012 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64062 members 
Mstep: Class 6 contains 120906 members 
Mstep: Class 7 contains 633 members 
Mstep: Class 8 contains 2828 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 39687 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17226 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55589 members 
Mstep: Class 16 contains 172958 members 
Mstep: Class 17 contains 34529 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91540 members 
Mstep: Class 20 contains 26753 members 
Mstep: Class 21 contains 157861 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Mstep: Class 25 contains 179 members 
Entering Unmasked Estep 
Score: -132704968.000000 Penalty: 85410.039062
Splitting cluster 7 changes total score from -132705088.000000 to -132704968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Entering Unmasked Estep 
Score: -377060.468750 Penalty: 1970.936646
	Iteration 0F: 2 clusters Score -377060.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -373929.156250 Penalty: 3941.873291
	Iteration 0F: 3 clusters Score -373929.2 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -374520.000000 Penalty: 3941.873291
	Iteration 1F: 3 clusters Score -374520 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -374665.437500 Penalty: 3941.873291
	Iteration 2F: 3 clusters Score -374665.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -374760.656250 Penalty: 3941.873291
	Iteration 3F: 3 clusters Score -374760.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -374818.531250 Penalty: 3941.873291
	Iteration 4Q: 3 clusters Score -374818.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -374864.875000 Penalty: 3941.873291
	Iteration 5Q: 3 clusters Score -374864.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -374899.468750 Penalty: 3941.873291
	Iteration 6Q: 3 clusters Score -374899.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -374928.750000 Penalty: 3941.873291
	Iteration 7Q: 3 clusters Score -374928.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -374954.093750 Penalty: 3941.873291
	Iteration 8Q: 3 clusters Score -374954.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -374966.937500 Penalty: 3941.873291
	Iteration 9Q: 3 clusters Score -374966.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -374975.750000 Penalty: 3941.873291
	Iteration 10Q: 3 clusters Score -374975.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -374982.937500 Penalty: 3941.873291
	Iteration 11Q: 3 clusters Score -374982.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -374993.250000 Penalty: 3941.873291
	Iteration 12Q: 3 clusters Score -374993.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -375007.812500 Penalty: 3941.873291
	Iteration 13Q: 3 clusters Score -375007.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -375020.593750 Penalty: 3941.873291
	Iteration 14Q: 3 clusters Score -375020.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -375024.906250 Penalty: 3941.873291
	Iteration 15Q: 3 clusters Score -375024.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -375033.656250 Penalty: 3941.873291
	Iteration 16Q: 3 clusters Score -375033.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -375046.281250 Penalty: 3941.873291
	Iteration 17Q: 3 clusters Score -375046.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -375058.781250 Penalty: 3941.873291
	Iteration 18Q: 3 clusters Score -375058.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -375071.156250 Penalty: 3941.873291
	Iteration 19Q: 3 clusters Score -375071.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -375077.843750 Penalty: 3941.873291
	Iteration 20F: 3 clusters Score -375077.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -375084.000000 Penalty: 3941.873291
	Iteration 21Q: 3 clusters Score -375084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -375090.281250 Penalty: 3941.873291
	Iteration 22Q: 3 clusters Score -375090.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -375099.906250 Penalty: 3941.873291
	Iteration 23Q: 3 clusters Score -375099.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -375114.875000 Penalty: 3941.873291
	Iteration 24Q: 3 clusters Score -375114.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -375131.656250 Penalty: 3941.873291
	Iteration 25Q: 3 clusters Score -375131.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -375149.781250 Penalty: 3941.873291
	Iteration 26Q: 3 clusters Score -375149.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -375180.125000 Penalty: 3941.873291
	Iteration 27Q: 3 clusters Score -375180.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -375211.843750 Penalty: 3941.873291
	Iteration 28Q: 3 clusters Score -375211.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -375242.343750 Penalty: 3941.873291
	Iteration 29Q: 3 clusters Score -375242.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -375281.812500 Penalty: 3941.873291
	Iteration 30Q: 3 clusters Score -375281.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -375318.593750 Penalty: 3941.873291
	Iteration 31Q: 3 clusters Score -375318.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -375363.437500 Penalty: 3941.873291
	Iteration 32Q: 3 clusters Score -375363.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -375408.656250 Penalty: 3941.873291
	Iteration 33Q: 3 clusters Score -375408.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -375464.843750 Penalty: 3941.873291
	Iteration 34Q: 3 clusters Score -375464.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -375510.656250 Penalty: 3941.873291
	Iteration 35Q: 3 clusters Score -375510.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -375532.750000 Penalty: 3941.873291
	Iteration 36Q: 3 clusters Score -375532.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -375547.843750 Penalty: 3941.873291
	Iteration 37Q: 3 clusters Score -375547.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -375559.562500 Penalty: 3941.873291
	Iteration 38Q: 3 clusters Score -375559.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -375574.312500 Penalty: 3941.873291
	Iteration 39Q: 3 clusters Score -375574.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -375588.500000 Penalty: 3941.873291
	Iteration 40F: 3 clusters Score -375588.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -375593.937500 Penalty: 3941.873291
	Iteration 41Q: 3 clusters Score -375593.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -375599.000000 Penalty: 3941.873291
	Iteration 42Q: 3 clusters Score -375599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -375603.093750 Penalty: 3941.873291
	Iteration 43Q: 3 clusters Score -375603.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -375605.968750 Penalty: 3941.873291
	Iteration 44Q: 3 clusters Score -375606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -375607.375000 Penalty: 3941.873291
	Iteration 45Q: 3 clusters Score -375607.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -375607.343750 Penalty: 3941.873291
	Iteration 46Q: 3 clusters Score -375607.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -375608.062500 Penalty: 3941.873291
	Iteration 47Q: 3 clusters Score -375608.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -375609.125000 Penalty: 3941.873291
	Iteration 48Q: 3 clusters Score -375609.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -375610.343750 Penalty: 3941.873291
	Iteration 49Q: 3 clusters Score -375610.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -375610.531250 Penalty: 3941.873291
	Iteration 50Q: 3 clusters Score -375610.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -375610.531250 Penalty: 3941.873291
	Iteration 51F: 3 clusters Score -375610.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -58996.222656 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -58996.22 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 239 members 
Entering Unmasked Estep 
Score: -57537.015625 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -57537.02 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -57908.234375 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -57908.23 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -58172.500000 Penalty: 3092.267822
	Iteration 2F: 3 clusters Score -58172.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -58475.089844 Penalty: 3092.267822
	Iteration 3F: 3 clusters Score -58475.09 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -58729.750000 Penalty: 3092.267822
	Iteration 4F: 3 clusters Score -58729.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -58899.054688 Penalty: 3092.267822
	Iteration 5Q: 3 clusters Score -58899.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -59060.218750 Penalty: 3092.267822
	Iteration 6Q: 3 clusters Score -59060.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -59143.382812 Penalty: 3092.267822
	Iteration 7Q: 3 clusters Score -59143.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -59249.085938 Penalty: 3092.267822
	Iteration 8Q: 3 clusters Score -59249.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -59314.156250 Penalty: 3092.267822
	Iteration 9Q: 3 clusters Score -59314.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -59343.312500 Penalty: 3092.267822
	Iteration 10Q: 3 clusters Score -59343.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -59366.800781 Penalty: 3092.267822
	Iteration 11Q: 3 clusters Score -59366.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -59401.019531 Penalty: 3092.267822
	Iteration 12Q: 3 clusters Score -59401.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -59422.656250 Penalty: 3092.267822
	Iteration 13Q: 3 clusters Score -59422.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -59448.007812 Penalty: 3092.267822
	Iteration 14Q: 3 clusters Score -59448.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -59455.042969 Penalty: 3092.267822
	Iteration 15Q: 3 clusters Score -59455.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -59461.074219 Penalty: 3092.267822
	Iteration 16Q: 3 clusters Score -59461.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -59464.437500 Penalty: 3092.267822
	Iteration 17Q: 3 clusters Score -59464.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -59467.945312 Penalty: 3092.267822
	Iteration 18Q: 3 clusters Score -59467.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -59476.394531 Penalty: 3092.267822
	Iteration 19Q: 3 clusters Score -59476.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -59483.242188 Penalty: 3092.267822
	Iteration 20F: 3 clusters Score -59483.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -59493.164062 Penalty: 3092.267822
	Iteration 21Q: 3 clusters Score -59493.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -59516.417969 Penalty: 3092.267822
	Iteration 22Q: 3 clusters Score -59516.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -59554.757812 Penalty: 3092.267822
	Iteration 23Q: 3 clusters Score -59554.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -59582.527344 Penalty: 3092.267822
	Iteration 24Q: 3 clusters Score -59582.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -59614.496094 Penalty: 3092.267822
	Iteration 25Q: 3 clusters Score -59614.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -59639.585938 Penalty: 3092.267822
	Iteration 26Q: 3 clusters Score -59639.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -59639.585938 Penalty: 3092.267822
	Iteration 27F: 3 clusters Score -59639.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158448 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8012 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64062 members 
Mstep: Class 6 contains 120906 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2828 members 
Mstep: Class 9 contains 161 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 39687 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17226 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55589 members 
Mstep: Class 16 contains 172958 members 
Mstep: Class 17 contains 34529 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91540 members 
Mstep: Class 20 contains 26753 members 
Mstep: Class 21 contains 157861 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Mstep: Class 25 contains 349 members 
Entering Unmasked Estep 
Score: -132703904.000000 Penalty: 85410.039062
Splitting cluster 9 changes total score from -132705088.000000 to -132703904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (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: -304882.281250 Penalty: 1910.233887
	Iteration 0F: 2 clusters Score -304882.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -302075.375000 Penalty: 3820.467773
	Iteration 0F: 3 clusters Score -302075.4 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -302574.843750 Penalty: 3820.467773
	Iteration 1F: 3 clusters Score -302574.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -302690.812500 Penalty: 3820.467773
	Iteration 2F: 3 clusters Score -302690.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -302754.406250 Penalty: 3820.467773
	Iteration 3Q: 3 clusters Score -302754.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -302786.437500 Penalty: 3820.467773
	Iteration 4Q: 3 clusters Score -302786.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -302817.406250 Penalty: 3820.467773
	Iteration 5Q: 3 clusters Score -302817.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -302837.750000 Penalty: 3820.467773
	Iteration 6Q: 3 clusters Score -302837.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -302855.687500 Penalty: 3820.467773
	Iteration 7Q: 3 clusters Score -302855.7 nChanged 23
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: -302872.843750 Penalty: 3820.467773
	Iteration 8Q: 3 clusters Score -302872.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -302881.531250 Penalty: 3820.467773
	Iteration 9Q: 3 clusters Score -302881.5 nChanged 16
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: -302891.437500 Penalty: 3820.467773
	Iteration 10Q: 3 clusters Score -302891.4 nChanged 11
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: -302898.843750 Penalty: 3820.467773
	Iteration 11Q: 3 clusters Score -302898.8 nChanged 12
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: -302906.406250 Penalty: 3820.467773
	Iteration 12Q: 3 clusters Score -302906.4 nChanged 12
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: -302914.125000 Penalty: 3820.467773
	Iteration 13Q: 3 clusters Score -302914.1 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: -302923.187500 Penalty: 3820.467773
	Iteration 14Q: 3 clusters Score -302923.2 nChanged 12
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: -302935.687500 Penalty: 3820.467773
	Iteration 15Q: 3 clusters Score -302935.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -302944.218750 Penalty: 3820.467773
	Iteration 16Q: 3 clusters Score -302944.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -302951.593750 Penalty: 3820.467773
	Iteration 17Q: 3 clusters Score -302951.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -302955.531250 Penalty: 3820.467773
	Iteration 18Q: 3 clusters Score -302955.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -302958.812500 Penalty: 3820.467773
	Iteration 19Q: 3 clusters Score -302958.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -302961.406250 Penalty: 3820.467773
	Iteration 20F: 3 clusters Score -302961.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -302968.375000 Penalty: 3820.467773
	Iteration 21Q: 3 clusters Score -302968.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -302974.406250 Penalty: 3820.467773
	Iteration 22Q: 3 clusters Score -302974.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -302976.968750 Penalty: 3820.467773
	Iteration 23Q: 3 clusters Score -302977 nChanged 5
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: -302980.406250 Penalty: 3820.467773
	Iteration 24Q: 3 clusters Score -302980.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -302985.187500 Penalty: 3820.467773
	Iteration 25Q: 3 clusters Score -302985.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -302991.531250 Penalty: 3820.467773
	Iteration 26Q: 3 clusters Score -302991.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -302999.781250 Penalty: 3820.467773
	Iteration 27Q: 3 clusters Score -302999.8 nChanged 15
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: -303010.437500 Penalty: 3820.467773
	Iteration 28Q: 3 clusters Score -303010.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -303017.937500 Penalty: 3820.467773
	Iteration 29Q: 3 clusters Score -303017.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -303022.312500 Penalty: 3820.467773
	Iteration 30Q: 3 clusters Score -303022.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -303026.343750 Penalty: 3820.467773
	Iteration 31Q: 3 clusters Score -303026.3 nChanged 6
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: -303030.593750 Penalty: 3820.467773
	Iteration 32Q: 3 clusters Score -303030.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -303037.437500 Penalty: 3820.467773
	Iteration 33Q: 3 clusters Score -303037.4 nChanged 13
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: -303045.750000 Penalty: 3820.467773
	Iteration 34Q: 3 clusters Score -303045.8 nChanged 10
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: -303051.750000 Penalty: 3820.467773
	Iteration 35Q: 3 clusters Score -303051.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -303058.187500 Penalty: 3820.467773
	Iteration 36Q: 3 clusters Score -303058.2 nChanged 12
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: -303064.593750 Penalty: 3820.467773
	Iteration 37Q: 3 clusters Score -303064.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -303070.062500 Penalty: 3820.467773
	Iteration 38Q: 3 clusters Score -303070.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -303074.500000 Penalty: 3820.467773
	Iteration 39Q: 3 clusters Score -303074.5 nChanged 8
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: -303078.906250 Penalty: 3820.467773
	Iteration 40F: 3 clusters Score -303078.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -303087.937500 Penalty: 3820.467773
	Iteration 41Q: 3 clusters Score -303087.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -303097.750000 Penalty: 3820.467773
	Iteration 42Q: 3 clusters Score -303097.8 nChanged 16
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: -303108.531250 Penalty: 3820.467773
	Iteration 43Q: 3 clusters Score -303108.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -303123.031250 Penalty: 3820.467773
	Iteration 44Q: 3 clusters Score -303123 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -303140.718750 Penalty: 3820.467773
	Iteration 45Q: 3 clusters Score -303140.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -303152.187500 Penalty: 3820.467773
	Iteration 46Q: 3 clusters Score -303152.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -303159.500000 Penalty: 3820.467773
	Iteration 47Q: 3 clusters Score -303159.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -303168.093750 Penalty: 3820.467773
	Iteration 48Q: 3 clusters Score -303168.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -303178.468750 Penalty: 3820.467773
	Iteration 49Q: 3 clusters Score -303178.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -303183.656250 Penalty: 3820.467773
	Iteration 50Q: 3 clusters Score -303183.7 nChanged 11
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: -303192.343750 Penalty: 3820.467773
	Iteration 51Q: 3 clusters Score -303192.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -303200.062500 Penalty: 3820.467773
	Iteration 52Q: 3 clusters Score -303200.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -303210.156250 Penalty: 3820.467773
	Iteration 53Q: 3 clusters Score -303210.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -303220.250000 Penalty: 3820.467773
	Iteration 54Q: 3 clusters Score -303220.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -303227.656250 Penalty: 3820.467773
	Iteration 55Q: 3 clusters Score -303227.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -303232.062500 Penalty: 3820.467773
	Iteration 56Q: 3 clusters Score -303232.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -303237.843750 Penalty: 3820.467773
	Iteration 57Q: 3 clusters Score -303237.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -303242.312500 Penalty: 3820.467773
	Iteration 58Q: 3 clusters Score -303242.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -303245.781250 Penalty: 3820.467773
	Iteration 59Q: 3 clusters Score -303245.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -303247.656250 Penalty: 3820.467773
	Iteration 60F: 3 clusters Score -303247.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -303252.031250 Penalty: 3820.467773
	Iteration 61Q: 3 clusters Score -303252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -303254.812500 Penalty: 3820.467773
	Iteration 62Q: 3 clusters Score -303254.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -303257.531250 Penalty: 3820.467773
	Iteration 63Q: 3 clusters Score -303257.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -303261.656250 Penalty: 3820.467773
	Iteration 64Q: 3 clusters Score -303261.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -303266.093750 Penalty: 3820.467773
	Iteration 65Q: 3 clusters Score -303266.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -303273.000000 Penalty: 3820.467773
	Iteration 66Q: 3 clusters Score -303273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -303276.281250 Penalty: 3820.467773
	Iteration 67Q: 3 clusters Score -303276.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -303278.906250 Penalty: 3820.467773
	Iteration 68Q: 3 clusters Score -303278.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -303283.906250 Penalty: 3820.467773
	Iteration 69Q: 3 clusters Score -303283.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -303288.750000 Penalty: 3820.467773
	Iteration 70Q: 3 clusters Score -303288.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -303292.468750 Penalty: 3820.467773
	Iteration 71Q: 3 clusters Score -303292.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -303296.406250 Penalty: 3820.467773
	Iteration 72Q: 3 clusters Score -303296.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -303299.500000 Penalty: 3820.467773
	Iteration 73Q: 3 clusters Score -303299.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -303303.562500 Penalty: 3820.467773
	Iteration 74Q: 3 clusters Score -303303.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -303304.062500 Penalty: 3820.467773
	Iteration 75Q: 3 clusters Score -303304.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -303305.187500 Penalty: 3820.467773
	Iteration 76Q: 3 clusters Score -303305.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -303305.812500 Penalty: 3820.467773
	Iteration 77Q: 3 clusters Score -303305.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -303305.812500 Penalty: 3820.467773
	Iteration 78F: 3 clusters Score -303305.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Entering Unmasked Estep 
Score: -5439556.000000 Penalty: 2626.017090
	Iteration 0F: 2 clusters Score -5439556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -5412694.000000 Penalty: 5252.034180
	Iteration 0F: 3 clusters Score -5412694 nChanged 18188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -5422500.000000 Penalty: 5252.034180
	Iteration 1F: 3 clusters Score -5422500 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -5422959.500000 Penalty: 5252.034180
	Iteration 2Q: 3 clusters Score -5422960 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -5423322.000000 Penalty: 5252.034180
	Iteration 3Q: 3 clusters Score -5423322 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -5423744.000000 Penalty: 5252.034180
	Iteration 4Q: 3 clusters Score -5423744 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -5424207.000000 Penalty: 5252.034180
	Iteration 5Q: 3 clusters Score -5424207 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -5424847.500000 Penalty: 5252.034180
	Iteration 6Q: 3 clusters Score -5424848 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -5425899.500000 Penalty: 5252.034180
	Iteration 7F: 3 clusters Score -5425900 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -5427480.000000 Penalty: 5252.034180
	Iteration 8F: 3 clusters Score -5427480 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -5429485.000000 Penalty: 5252.034180
	Iteration 9F: 3 clusters Score -5429485 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -5431875.500000 Penalty: 5252.034180
	Iteration 10F: 3 clusters Score -5431876 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -5434150.000000 Penalty: 5252.034180
	Iteration 11F: 3 clusters Score -5434150 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 38079 members 
Entering Unmasked Estep 
Score: -5435750.000000 Penalty: 5252.034180
	Iteration 12Q: 3 clusters Score -5435750 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -5436553.000000 Penalty: 5252.034180
	Iteration 13Q: 3 clusters Score -5436553 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -5436906.000000 Penalty: 5252.034180
	Iteration 14Q: 3 clusters Score -5436906 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 39360 members 
Entering Unmasked Estep 
Score: -5437060.500000 Penalty: 5252.034180
	Iteration 15Q: 3 clusters Score -5437060 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -5437108.000000 Penalty: 5252.034180
	Iteration 16Q: 3 clusters Score -5437108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 39432 members 
Entering Unmasked Estep 
Score: -5437139.000000 Penalty: 5252.034180
	Iteration 17Q: 3 clusters Score -5437139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 39446 members 
Entering Unmasked Estep 
Score: -5437159.000000 Penalty: 5252.034180
	Iteration 18Q: 3 clusters Score -5437159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 39455 members 
Entering Unmasked Estep 
Score: -5437185.000000 Penalty: 5252.034180
	Iteration 19Q: 3 clusters Score -5437185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 39468 members 
Entering Unmasked Estep 
Score: -5437194.000000 Penalty: 5252.034180
	Iteration 20F: 3 clusters Score -5437194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -5437210.000000 Penalty: 5252.034180
	Iteration 21Q: 3 clusters Score -5437210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -5437212.000000 Penalty: 5252.034180
	Iteration 22Q: 3 clusters Score -5437212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -5437215.000000 Penalty: 5252.034180
	Iteration 23Q: 3 clusters Score -5437215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -5437216.000000 Penalty: 5252.034180
	Iteration 24Q: 3 clusters Score -5437216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -5437216.000000 Penalty: 5252.034180
	Iteration 25F: 3 clusters Score -5437216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Entering Unmasked Estep 
Score: -543824.750000 Penalty: 2053.427979
	Iteration 0F: 2 clusters Score -543824.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -539981.500000 Penalty: 4106.855957
	Iteration 0F: 3 clusters Score -539981.5 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -540860.062500 Penalty: 4106.855957
	Iteration 1F: 3 clusters Score -540860.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -541059.000000 Penalty: 4106.855957
	Iteration 2F: 3 clusters Score -541059 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -541159.062500 Penalty: 4106.855957
	Iteration 3Q: 3 clusters Score -541159.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -541201.812500 Penalty: 4106.855957
	Iteration 4Q: 3 clusters Score -541201.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -541228.250000 Penalty: 4106.855957
	Iteration 5Q: 3 clusters Score -541228.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -541249.875000 Penalty: 4106.855957
	Iteration 6Q: 3 clusters Score -541249.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -541264.750000 Penalty: 4106.855957
	Iteration 7Q: 3 clusters Score -541264.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -541275.125000 Penalty: 4106.855957
	Iteration 8Q: 3 clusters Score -541275.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -541283.375000 Penalty: 4106.855957
	Iteration 9Q: 3 clusters Score -541283.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -541292.687500 Penalty: 4106.855957
	Iteration 10Q: 3 clusters Score -541292.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -541300.062500 Penalty: 4106.855957
	Iteration 11Q: 3 clusters Score -541300.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -541303.687500 Penalty: 4106.855957
	Iteration 12Q: 3 clusters Score -541303.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -541310.812500 Penalty: 4106.855957
	Iteration 13Q: 3 clusters Score -541310.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -541320.062500 Penalty: 4106.855957
	Iteration 14Q: 3 clusters Score -541320.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -541324.375000 Penalty: 4106.855957
	Iteration 15Q: 3 clusters Score -541324.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -541330.375000 Penalty: 4106.855957
	Iteration 16Q: 3 clusters Score -541330.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -541332.062500 Penalty: 4106.855957
	Iteration 17Q: 3 clusters Score -541332.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -541334.812500 Penalty: 4106.855957
	Iteration 18Q: 3 clusters Score -541334.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -541336.375000 Penalty: 4106.855957
	Iteration 19Q: 3 clusters Score -541336.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -541337.312500 Penalty: 4106.855957
	Iteration 20F: 3 clusters Score -541337.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -541339.687500 Penalty: 4106.855957
	Iteration 21Q: 3 clusters Score -541339.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -541341.750000 Penalty: 4106.855957
	Iteration 22Q: 3 clusters Score -541341.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -541343.687500 Penalty: 4106.855957
	Iteration 23Q: 3 clusters Score -541343.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -541344.937500 Penalty: 4106.855957
	Iteration 24Q: 3 clusters Score -541344.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -541346.562500 Penalty: 4106.855957
	Iteration 25Q: 3 clusters Score -541346.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -541348.250000 Penalty: 4106.855957
	Iteration 26Q: 3 clusters Score -541348.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -541349.562500 Penalty: 4106.855957
	Iteration 27Q: 3 clusters Score -541349.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -541352.062500 Penalty: 4106.855957
	Iteration 28Q: 3 clusters Score -541352.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -541352.562500 Penalty: 4106.855957
	Iteration 29Q: 3 clusters Score -541352.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -541355.125000 Penalty: 4106.855957
	Iteration 30Q: 3 clusters Score -541355.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -541356.437500 Penalty: 4106.855957
	Iteration 31Q: 3 clusters Score -541356.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -541358.250000 Penalty: 4106.855957
	Iteration 32Q: 3 clusters Score -541358.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -541359.062500 Penalty: 4106.855957
	Iteration 33Q: 3 clusters Score -541359.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -541359.062500 Penalty: 4106.855957
	Iteration 34Q: 3 clusters Score -541359.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -541359.687500 Penalty: 4106.855957
	Iteration 35Q: 3 clusters Score -541359.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -541361.375000 Penalty: 4106.855957
	Iteration 36Q: 3 clusters Score -541361.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -541362.375000 Penalty: 4106.855957
	Iteration 37Q: 3 clusters Score -541362.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -541363.500000 Penalty: 4106.855957
	Iteration 38Q: 3 clusters Score -541363.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -541363.125000 Penalty: 4106.855957
	Iteration 39Q: 3 clusters Score -541363.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -541365.625000 Penalty: 4106.855957
	Iteration 40F: 3 clusters Score -541365.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -541366.625000 Penalty: 4106.855957
	Iteration 41Q: 3 clusters Score -541366.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -541368.062500 Penalty: 4106.855957
	Iteration 42Q: 3 clusters Score -541368.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -541369.812500 Penalty: 4106.855957
	Iteration 43Q: 3 clusters Score -541369.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -541372.437500 Penalty: 4106.855957
	Iteration 44Q: 3 clusters Score -541372.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -541373.312500 Penalty: 4106.855957
	Iteration 45Q: 3 clusters Score -541373.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -541375.437500 Penalty: 4106.855957
	Iteration 46Q: 3 clusters Score -541375.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -541376.625000 Penalty: 4106.855957
	Iteration 47Q: 3 clusters Score -541376.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -541378.437500 Penalty: 4106.855957
	Iteration 48Q: 3 clusters Score -541378.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -541379.750000 Penalty: 4106.855957
	Iteration 49Q: 3 clusters Score -541379.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -541384.312500 Penalty: 4106.855957
	Iteration 50Q: 3 clusters Score -541384.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -541389.812500 Penalty: 4106.855957
	Iteration 51Q: 3 clusters Score -541389.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -541396.187500 Penalty: 4106.855957
	Iteration 52Q: 3 clusters Score -541396.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -541402.500000 Penalty: 4106.855957
	Iteration 53Q: 3 clusters Score -541402.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -541409.875000 Penalty: 4106.855957
	Iteration 54Q: 3 clusters Score -541409.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -541418.875000 Penalty: 4106.855957
	Iteration 55Q: 3 clusters Score -541418.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -541422.312500 Penalty: 4106.855957
	Iteration 56Q: 3 clusters Score -541422.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -541429.062500 Penalty: 4106.855957
	Iteration 57Q: 3 clusters Score -541429.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -541433.375000 Penalty: 4106.855957
	Iteration 58Q: 3 clusters Score -541433.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -541438.562500 Penalty: 4106.855957
	Iteration 59Q: 3 clusters Score -541438.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -541442.937500 Penalty: 4106.855957
	Iteration 60F: 3 clusters Score -541442.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -541445.687500 Penalty: 4106.855957
	Iteration 61Q: 3 clusters Score -541445.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -541447.187500 Penalty: 4106.855957
	Iteration 62Q: 3 clusters Score -541447.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -541449.875000 Penalty: 4106.855957
	Iteration 63Q: 3 clusters Score -541449.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -541453.937500 Penalty: 4106.855957
	Iteration 64Q: 3 clusters Score -541453.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -541458.625000 Penalty: 4106.855957
	Iteration 65Q: 3 clusters Score -541458.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -541464.437500 Penalty: 4106.855957
	Iteration 66Q: 3 clusters Score -541464.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -541470.687500 Penalty: 4106.855957
	Iteration 67Q: 3 clusters Score -541470.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -541478.500000 Penalty: 4106.855957
	Iteration 68Q: 3 clusters Score -541478.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -541485.187500 Penalty: 4106.855957
	Iteration 69Q: 3 clusters Score -541485.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -541492.687500 Penalty: 4106.855957
	Iteration 70Q: 3 clusters Score -541492.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -541501.187500 Penalty: 4106.855957
	Iteration 71Q: 3 clusters Score -541501.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -541508.562500 Penalty: 4106.855957
	Iteration 72Q: 3 clusters Score -541508.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -541516.375000 Penalty: 4106.855957
	Iteration 73Q: 3 clusters Score -541516.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -541522.062500 Penalty: 4106.855957
	Iteration 74Q: 3 clusters Score -541522.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -541531.437500 Penalty: 4106.855957
	Iteration 75Q: 3 clusters Score -541531.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -541539.187500 Penalty: 4106.855957
	Iteration 76Q: 3 clusters Score -541539.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -541549.125000 Penalty: 4106.855957
	Iteration 77Q: 3 clusters Score -541549.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -541565.000000 Penalty: 4106.855957
	Iteration 78Q: 3 clusters Score -541565 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -541578.375000 Penalty: 4106.855957
	Iteration 79Q: 3 clusters Score -541578.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -541596.062500 Penalty: 4106.855957
	Iteration 80F: 3 clusters Score -541596.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -541609.500000 Penalty: 4106.855957
	Iteration 81Q: 3 clusters Score -541609.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -541624.125000 Penalty: 4106.855957
	Iteration 82Q: 3 clusters Score -541624.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -541639.500000 Penalty: 4106.855957
	Iteration 83Q: 3 clusters Score -541639.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -541655.375000 Penalty: 4106.855957
	Iteration 84Q: 3 clusters Score -541655.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -541672.500000 Penalty: 4106.855957
	Iteration 85Q: 3 clusters Score -541672.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -541688.312500 Penalty: 4106.855957
	Iteration 86Q: 3 clusters Score -541688.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -541710.625000 Penalty: 4106.855957
	Iteration 87Q: 3 clusters Score -541710.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -541733.375000 Penalty: 4106.855957
	Iteration 88Q: 3 clusters Score -541733.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -541761.687500 Penalty: 4106.855957
	Iteration 89Q: 3 clusters Score -541761.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -541793.625000 Penalty: 4106.855957
	Iteration 90Q: 3 clusters Score -541793.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -541825.562500 Penalty: 4106.855957
	Iteration 91Q: 3 clusters Score -541825.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -541860.875000 Penalty: 4106.855957
	Iteration 92Q: 3 clusters Score -541860.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -541887.812500 Penalty: 4106.855957
	Iteration 93Q: 3 clusters Score -541887.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -541917.187500 Penalty: 4106.855957
	Iteration 94Q: 3 clusters Score -541917.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -541948.875000 Penalty: 4106.855957
	Iteration 95Q: 3 clusters Score -541948.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -541980.625000 Penalty: 4106.855957
	Iteration 96Q: 3 clusters Score -541980.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -542002.437500 Penalty: 4106.855957
	Iteration 97Q: 3 clusters Score -542002.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -542024.437500 Penalty: 4106.855957
	Iteration 98Q: 3 clusters Score -542024.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -542040.562500 Penalty: 4106.855957
	Iteration 99Q: 3 clusters Score -542040.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -542056.187500 Penalty: 4106.855957
	Iteration 100F: 3 clusters Score -542056.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -542072.812500 Penalty: 4106.855957
	Iteration 101Q: 3 clusters Score -542072.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -542082.937500 Penalty: 4106.855957
	Iteration 102Q: 3 clusters Score -542082.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -542089.000000 Penalty: 4106.855957
	Iteration 103Q: 3 clusters Score -542089 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -542099.875000 Penalty: 4106.855957
	Iteration 104Q: 3 clusters Score -542099.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -542108.125000 Penalty: 4106.855957
	Iteration 105Q: 3 clusters Score -542108.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -542112.500000 Penalty: 4106.855957
	Iteration 106Q: 3 clusters Score -542112.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -542118.875000 Penalty: 4106.855957
	Iteration 107Q: 3 clusters Score -542118.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -542125.562500 Penalty: 4106.855957
	Iteration 108Q: 3 clusters Score -542125.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -542133.375000 Penalty: 4106.855957
	Iteration 109Q: 3 clusters Score -542133.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -542143.062500 Penalty: 4106.855957
	Iteration 110Q: 3 clusters Score -542143.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -542150.187500 Penalty: 4106.855957
	Iteration 111Q: 3 clusters Score -542150.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -542154.312500 Penalty: 4106.855957
	Iteration 112Q: 3 clusters Score -542154.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -542158.687500 Penalty: 4106.855957
	Iteration 113Q: 3 clusters Score -542158.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -542163.125000 Penalty: 4106.855957
	Iteration 114Q: 3 clusters Score -542163.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -542166.000000 Penalty: 4106.855957
	Iteration 115Q: 3 clusters Score -542166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -542169.125000 Penalty: 4106.855957
	Iteration 116Q: 3 clusters Score -542169.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -542174.375000 Penalty: 4106.855957
	Iteration 117Q: 3 clusters Score -542174.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -542178.937500 Penalty: 4106.855957
	Iteration 118Q: 3 clusters Score -542178.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -542184.312500 Penalty: 4106.855957
	Iteration 119Q: 3 clusters Score -542184.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -542190.750000 Penalty: 4106.855957
	Iteration 120F: 3 clusters Score -542190.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -542196.687500 Penalty: 4106.855957
	Iteration 121Q: 3 clusters Score -542196.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -542204.937500 Penalty: 4106.855957
	Iteration 122Q: 3 clusters Score -542204.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -542211.750000 Penalty: 4106.855957
	Iteration 123Q: 3 clusters Score -542211.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -542214.875000 Penalty: 4106.855957
	Iteration 124Q: 3 clusters Score -542214.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -542215.937500 Penalty: 4106.855957
	Iteration 125Q: 3 clusters Score -542215.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -542215.937500 Penalty: 4106.855957
	Iteration 126F: 3 clusters Score -542215.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Entering Unmasked Estep 
Score: -2431976.000000 Penalty: 2419.035400
	Iteration 0F: 2 clusters Score -2431976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -2419749.500000 Penalty: 4838.070801
	Iteration 0F: 3 clusters Score -2419750 nChanged 7552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2423888.250000 Penalty: 4838.070801
	Iteration 1F: 3 clusters Score -2423888 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -2424342.000000 Penalty: 4838.070801
	Iteration 2F: 3 clusters Score -2424342 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -2424700.500000 Penalty: 4838.070801
	Iteration 3F: 3 clusters Score -2424700 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -2425001.250000 Penalty: 4838.070801
	Iteration 4Q: 3 clusters Score -2425001 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -2425281.750000 Penalty: 4838.070801
	Iteration 5Q: 3 clusters Score -2425282 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -2425512.250000 Penalty: 4838.070801
	Iteration 6Q: 3 clusters Score -2425512 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2425710.500000 Penalty: 4838.070801
	Iteration 7Q: 3 clusters Score -2425710 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -2425930.750000 Penalty: 4838.070801
	Iteration 8Q: 3 clusters Score -2425931 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -2426198.250000 Penalty: 4838.070801
	Iteration 9Q: 3 clusters Score -2426198 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -2426507.250000 Penalty: 4838.070801
	Iteration 10Q: 3 clusters Score -2426507 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -2426858.750000 Penalty: 4838.070801
	Iteration 11Q: 3 clusters Score -2426859 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -2427209.750000 Penalty: 4838.070801
	Iteration 12Q: 3 clusters Score -2427210 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2427518.000000 Penalty: 4838.070801
	Iteration 13Q: 3 clusters Score -2427518 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -2427726.000000 Penalty: 4838.070801
	Iteration 14Q: 3 clusters Score -2427726 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2427843.500000 Penalty: 4838.070801
	Iteration 15Q: 3 clusters Score -2427844 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -2427933.750000 Penalty: 4838.070801
	Iteration 16Q: 3 clusters Score -2427934 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -2428010.500000 Penalty: 4838.070801
	Iteration 17Q: 3 clusters Score -2428010 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -2428092.250000 Penalty: 4838.070801
	Iteration 18Q: 3 clusters Score -2428092 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -2428143.750000 Penalty: 4838.070801
	Iteration 19Q: 3 clusters Score -2428144 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -2428207.500000 Penalty: 4838.070801
	Iteration 20F: 3 clusters Score -2428208 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -2428250.000000 Penalty: 4838.070801
	Iteration 21Q: 3 clusters Score -2428250 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -2428292.500000 Penalty: 4838.070801
	Iteration 22Q: 3 clusters Score -2428292 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -2428351.250000 Penalty: 4838.070801
	Iteration 23Q: 3 clusters Score -2428351 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -2428389.250000 Penalty: 4838.070801
	Iteration 24Q: 3 clusters Score -2428389 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -2428420.250000 Penalty: 4838.070801
	Iteration 25Q: 3 clusters Score -2428420 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -2428448.000000 Penalty: 4838.070801
	Iteration 26Q: 3 clusters Score -2428448 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -2428473.250000 Penalty: 4838.070801
	Iteration 27Q: 3 clusters Score -2428473 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -2428497.000000 Penalty: 4838.070801
	Iteration 28Q: 3 clusters Score -2428497 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -2428513.750000 Penalty: 4838.070801
	Iteration 29Q: 3 clusters Score -2428514 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -2428527.250000 Penalty: 4838.070801
	Iteration 30Q: 3 clusters Score -2428527 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -2428549.000000 Penalty: 4838.070801
	Iteration 31Q: 3 clusters Score -2428549 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2428579.500000 Penalty: 4838.070801
	Iteration 32Q: 3 clusters Score -2428580 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2428603.250000 Penalty: 4838.070801
	Iteration 33Q: 3 clusters Score -2428603 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -2428627.000000 Penalty: 4838.070801
	Iteration 34Q: 3 clusters Score -2428627 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2428645.250000 Penalty: 4838.070801
	Iteration 35Q: 3 clusters Score -2428645 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -2428664.750000 Penalty: 4838.070801
	Iteration 36Q: 3 clusters Score -2428665 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -2428689.750000 Penalty: 4838.070801
	Iteration 37Q: 3 clusters Score -2428690 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2428711.000000 Penalty: 4838.070801
	Iteration 38Q: 3 clusters Score -2428711 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2428740.250000 Penalty: 4838.070801
	Iteration 39Q: 3 clusters Score -2428740 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -2428767.750000 Penalty: 4838.070801
	Iteration 40F: 3 clusters Score -2428768 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2428800.250000 Penalty: 4838.070801
	Iteration 41Q: 3 clusters Score -2428800 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2428834.500000 Penalty: 4838.070801
	Iteration 42Q: 3 clusters Score -2428834 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2428872.500000 Penalty: 4838.070801
	Iteration 43Q: 3 clusters Score -2428872 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2428913.000000 Penalty: 4838.070801
	Iteration 44Q: 3 clusters Score -2428913 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2428949.250000 Penalty: 4838.070801
	Iteration 45Q: 3 clusters Score -2428949 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2428990.500000 Penalty: 4838.070801
	Iteration 46Q: 3 clusters Score -2428990 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2429038.500000 Penalty: 4838.070801
	Iteration 47Q: 3 clusters Score -2429038 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2429071.000000 Penalty: 4838.070801
	Iteration 48Q: 3 clusters Score -2429071 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2429113.000000 Penalty: 4838.070801
	Iteration 49Q: 3 clusters Score -2429113 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2429155.000000 Penalty: 4838.070801
	Iteration 50Q: 3 clusters Score -2429155 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2429185.000000 Penalty: 4838.070801
	Iteration 51Q: 3 clusters Score -2429185 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2429231.250000 Penalty: 4838.070801
	Iteration 52Q: 3 clusters Score -2429231 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2429261.500000 Penalty: 4838.070801
	Iteration 53Q: 3 clusters Score -2429262 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2429297.750000 Penalty: 4838.070801
	Iteration 54Q: 3 clusters Score -2429298 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2429341.500000 Penalty: 4838.070801
	Iteration 55Q: 3 clusters Score -2429342 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2429380.750000 Penalty: 4838.070801
	Iteration 56Q: 3 clusters Score -2429381 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2429418.500000 Penalty: 4838.070801
	Iteration 57Q: 3 clusters Score -2429418 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2429454.500000 Penalty: 4838.070801
	Iteration 58Q: 3 clusters Score -2429454 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2429487.750000 Penalty: 4838.070801
	Iteration 59Q: 3 clusters Score -2429488 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2429511.000000 Penalty: 4838.070801
	Iteration 60F: 3 clusters Score -2429511 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2429537.750000 Penalty: 4838.070801
	Iteration 61Q: 3 clusters Score -2429538 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2429563.000000 Penalty: 4838.070801
	Iteration 62Q: 3 clusters Score -2429563 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2429581.000000 Penalty: 4838.070801
	Iteration 63Q: 3 clusters Score -2429581 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2429601.750000 Penalty: 4838.070801
	Iteration 64Q: 3 clusters Score -2429602 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2429617.000000 Penalty: 4838.070801
	Iteration 65Q: 3 clusters Score -2429617 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2429642.500000 Penalty: 4838.070801
	Iteration 66Q: 3 clusters Score -2429642 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2429670.000000 Penalty: 4838.070801
	Iteration 67Q: 3 clusters Score -2429670 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2429705.750000 Penalty: 4838.070801
	Iteration 68Q: 3 clusters Score -2429706 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2429731.000000 Penalty: 4838.070801
	Iteration 69Q: 3 clusters Score -2429731 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2429758.500000 Penalty: 4838.070801
	Iteration 70Q: 3 clusters Score -2429758 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2429778.250000 Penalty: 4838.070801
	Iteration 71Q: 3 clusters Score -2429778 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2429793.500000 Penalty: 4838.070801
	Iteration 72Q: 3 clusters Score -2429794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2429809.500000 Penalty: 4838.070801
	Iteration 73Q: 3 clusters Score -2429810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2429812.500000 Penalty: 4838.070801
	Iteration 74Q: 3 clusters Score -2429812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2429819.000000 Penalty: 4838.070801
	Iteration 75Q: 3 clusters Score -2429819 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2429829.750000 Penalty: 4838.070801
	Iteration 76Q: 3 clusters Score -2429830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2429843.000000 Penalty: 4838.070801
	Iteration 77Q: 3 clusters Score -2429843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2429855.500000 Penalty: 4838.070801
	Iteration 78Q: 3 clusters Score -2429856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2429860.500000 Penalty: 4838.070801
	Iteration 79Q: 3 clusters Score -2429860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2429877.250000 Penalty: 4838.070801
	Iteration 80F: 3 clusters Score -2429877 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2429889.250000 Penalty: 4838.070801
	Iteration 81Q: 3 clusters Score -2429889 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2429903.000000 Penalty: 4838.070801
	Iteration 82Q: 3 clusters Score -2429903 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2429911.000000 Penalty: 4838.070801
	Iteration 83Q: 3 clusters Score -2429911 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2429919.500000 Penalty: 4838.070801
	Iteration 84Q: 3 clusters Score -2429920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2429922.750000 Penalty: 4838.070801
	Iteration 85Q: 3 clusters Score -2429923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2429928.750000 Penalty: 4838.070801
	Iteration 86Q: 3 clusters Score -2429929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2429939.500000 Penalty: 4838.070801
	Iteration 87Q: 3 clusters Score -2429940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2429942.500000 Penalty: 4838.070801
	Iteration 88Q: 3 clusters Score -2429942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2429946.000000 Penalty: 4838.070801
	Iteration 89Q: 3 clusters Score -2429946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2429945.750000 Penalty: 4838.070801
	Iteration 90Q: 3 clusters Score -2429946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2429945.750000 Penalty: 4838.070801
	Iteration 91F: 3 clusters Score -2429946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Entering Unmasked Estep 
Score: -79829.023438 Penalty: 1580.159790
	Iteration 0F: 2 clusters Score -79829.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -78231.937500 Penalty: 3160.319580
	Iteration 0F: 3 clusters Score -78231.94 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -78436.117188 Penalty: 3160.319580
	Iteration 1F: 3 clusters Score -78436.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -78515.203125 Penalty: 3160.319580
	Iteration 2F: 3 clusters Score -78515.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -78542.320312 Penalty: 3160.319580
	Iteration 3Q: 3 clusters Score -78542.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -78550.437500 Penalty: 3160.319580
	Iteration 4Q: 3 clusters Score -78550.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -78550.882812 Penalty: 3160.319580
	Iteration 5Q: 3 clusters Score -78550.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -78550.882812 Penalty: 3160.319580
	Iteration 6F: 3 clusters Score -78550.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (55589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55589 members 
Entering Unmasked Estep 
Score: -7846083.000000 Penalty: 2709.583496
	Iteration 0F: 2 clusters Score -7846083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -7808579.500000 Penalty: 5419.166992
	Iteration 0F: 3 clusters Score -7808580 nChanged 25877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -7822962.000000 Penalty: 5419.166992
	Iteration 1F: 3 clusters Score -7822962 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -7823504.500000 Penalty: 5419.166992
	Iteration 2Q: 3 clusters Score -7823504 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -7824142.500000 Penalty: 5419.166992
	Iteration 3Q: 3 clusters Score -7824142 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -7824731.500000 Penalty: 5419.166992
	Iteration 4Q: 3 clusters Score -7824732 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -7825536.500000 Penalty: 5419.166992
	Iteration 5Q: 3 clusters Score -7825536 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 31323 members 
Entering Unmasked Estep 
Score: -7826539.500000 Penalty: 5419.166992
	Iteration 6Q: 3 clusters Score -7826540 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -7827882.500000 Penalty: 5419.166992
	Iteration 7Q: 3 clusters Score -7827882 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -7829727.500000 Penalty: 5419.166992
	Iteration 8F: 3 clusters Score -7829728 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 37389 members 
Entering Unmasked Estep 
Score: -7832007.500000 Penalty: 5419.166992
	Iteration 9F: 3 clusters Score -7832008 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -7834340.500000 Penalty: 5419.166992
	Iteration 10F: 3 clusters Score -7834340 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 42220 members 
Entering Unmasked Estep 
Score: -7836472.000000 Penalty: 5419.166992
	Iteration 11F: 3 clusters Score -7836472 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -7838274.500000 Penalty: 5419.166992
	Iteration 12Q: 3 clusters Score -7838274 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 45874 members 
Entering Unmasked Estep 
Score: -7839499.500000 Penalty: 5419.166992
	Iteration 13Q: 3 clusters Score -7839500 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 47264 members 
Entering Unmasked Estep 
Score: -7840540.000000 Penalty: 5419.166992
	Iteration 14Q: 3 clusters Score -7840540 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 48516 members 
Entering Unmasked Estep 
Score: -7841420.500000 Penalty: 5419.166992
	Iteration 15Q: 3 clusters Score -7841420 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 49646 members 
Entering Unmasked Estep 
Score: -7842273.000000 Penalty: 5419.166992
	Iteration 16Q: 3 clusters Score -7842273 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 50686 members 
Entering Unmasked Estep 
Score: -7843079.000000 Penalty: 5419.166992
	Iteration 17Q: 3 clusters Score -7843079 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 51578 members 
Entering Unmasked Estep 
Score: -7843711.000000 Penalty: 5419.166992
	Iteration 18Q: 3 clusters Score -7843711 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 52312 members 
Entering Unmasked Estep 
Score: -7844225.500000 Penalty: 5419.166992
	Iteration 19Q: 3 clusters Score -7844226 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 52875 members 
Entering Unmasked Estep 
Score: -7844621.500000 Penalty: 5419.166992
	Iteration 20F: 3 clusters Score -7844622 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 53289 members 
Entering Unmasked Estep 
Score: -7844880.500000 Penalty: 5419.166992
	Iteration 21Q: 3 clusters Score -7844880 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 53592 members 
Entering Unmasked Estep 
Score: -7845094.000000 Penalty: 5419.166992
	Iteration 22Q: 3 clusters Score -7845094 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 53816 members 
Entering Unmasked Estep 
Score: -7845227.500000 Penalty: 5419.166992
	Iteration 23Q: 3 clusters Score -7845228 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 53973 members 
Entering Unmasked Estep 
Score: -7845336.000000 Penalty: 5419.166992
	Iteration 24Q: 3 clusters Score -7845336 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 54097 members 
Entering Unmasked Estep 
Score: -7845387.000000 Penalty: 5419.166992
	Iteration 25Q: 3 clusters Score -7845387 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 54190 members 
Entering Unmasked Estep 
Score: -7845453.500000 Penalty: 5419.166992
	Iteration 26Q: 3 clusters Score -7845454 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 54248 members 
Entering Unmasked Estep 
Score: -7845468.500000 Penalty: 5419.166992
	Iteration 27Q: 3 clusters Score -7845468 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 54282 members 
Entering Unmasked Estep 
Score: -7845487.500000 Penalty: 5419.166992
	Iteration 28Q: 3 clusters Score -7845488 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 54306 members 
Entering Unmasked Estep 
Score: -7845492.000000 Penalty: 5419.166992
	Iteration 29Q: 3 clusters Score -7845492 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 54328 members 
Entering Unmasked Estep 
Score: -7845503.000000 Penalty: 5419.166992
	Iteration 30Q: 3 clusters Score -7845503 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 54339 members 
Entering Unmasked Estep 
Score: -7845500.000000 Penalty: 5419.166992
	Iteration 31Q: 3 clusters Score -7845500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 54351 members 
Entering Unmasked Estep 
Score: -7845505.500000 Penalty: 5419.166992
	Iteration 32Q: 3 clusters Score -7845506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 54357 members 
Entering Unmasked Estep 
Score: -7845507.500000 Penalty: 5419.166992
	Iteration 33Q: 3 clusters Score -7845508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 54360 members 
Entering Unmasked Estep 
Score: -7845509.500000 Penalty: 5419.166992
	Iteration 34Q: 3 clusters Score -7845510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 54362 members 
Entering Unmasked Estep 
Score: -7845509.000000 Penalty: 5419.166992
	Iteration 35Q: 3 clusters Score -7845509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 54364 members 
Entering Unmasked Estep 
Score: -7845512.000000 Penalty: 5419.166992
	Iteration 36Q: 3 clusters Score -7845512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 54365 members 
Entering Unmasked Estep 
Score: -7845502.000000 Penalty: 5419.166992
	Iteration 37Q: 3 clusters Score -7845502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 54368 members 
Entering Unmasked Estep 
Score: -7845511.000000 Penalty: 5419.166992
	Iteration 38Q: 3 clusters Score -7845511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 54371 members 
Entering Unmasked Estep 
Score: -7845504.000000 Penalty: 5419.166992
	Iteration 39Q: 3 clusters Score -7845504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 54376 members 
Entering Unmasked Estep 
Score: -7845515.000000 Penalty: 5419.166992
	Iteration 40F: 3 clusters Score -7845515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 54376 members 
Entering Unmasked Estep 
Score: -7845521.500000 Penalty: 5419.166992
	Iteration 41Q: 3 clusters Score -7845522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 54382 members 
Entering Unmasked Estep 
Score: -7845517.500000 Penalty: 5419.166992
	Iteration 42Q: 3 clusters Score -7845518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 54384 members 
Entering Unmasked Estep 
Score: -7845533.500000 Penalty: 5419.166992
	Iteration 43Q: 3 clusters Score -7845534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 54392 members 
Entering Unmasked Estep 
Score: -7845523.500000 Penalty: 5419.166992
	Iteration 44Q: 3 clusters Score -7845524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 54404 members 
Entering Unmasked Estep 
Score: -7845538.500000 Penalty: 5419.166992
	Iteration 45Q: 3 clusters Score -7845538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 54409 members 
Entering Unmasked Estep 
Score: -7845529.500000 Penalty: 5419.166992
	Iteration 46Q: 3 clusters Score -7845530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 54413 members 
Entering Unmasked Estep 
Score: -7845540.000000 Penalty: 5419.166992
	Iteration 47Q: 3 clusters Score -7845540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 54418 members 
Entering Unmasked Estep 
Score: -7845541.000000 Penalty: 5419.166992
	Iteration 48Q: 3 clusters Score -7845541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 54426 members 
Entering Unmasked Estep 
Score: -7845547.000000 Penalty: 5419.166992
	Iteration 49Q: 3 clusters Score -7845547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 54430 members 
Entering Unmasked Estep 
Score: -7845541.000000 Penalty: 5419.166992
	Iteration 50Q: 3 clusters Score -7845541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 54435 members 
Entering Unmasked Estep 
Score: -7845538.500000 Penalty: 5419.166992
	Iteration 51Q: 3 clusters Score -7845538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 54439 members 
Entering Unmasked Estep 
Score: -7845538.000000 Penalty: 5419.166992
	Iteration 52Q: 3 clusters Score -7845538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 54445 members 
Entering Unmasked Estep 
Score: -7845539.500000 Penalty: 5419.166992
	Iteration 53Q: 3 clusters Score -7845540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 54452 members 
Entering Unmasked Estep 
Score: -7845542.500000 Penalty: 5419.166992
	Iteration 54Q: 3 clusters Score -7845542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 54458 members 
Entering Unmasked Estep 
Score: -7845548.000000 Penalty: 5419.166992
	Iteration 55Q: 3 clusters Score -7845548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 54463 members 
Entering Unmasked Estep 
Score: -7845548.500000 Penalty: 5419.166992
	Iteration 56Q: 3 clusters Score -7845548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 54464 members 
Entering Unmasked Estep 
Score: -7845555.500000 Penalty: 5419.166992
	Iteration 57Q: 3 clusters Score -7845556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 54467 members 
Entering Unmasked Estep 
Score: -7845546.000000 Penalty: 5419.166992
	Iteration 58Q: 3 clusters Score -7845546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 54470 members 
Entering Unmasked Estep 
Score: -7845549.000000 Penalty: 5419.166992
	Iteration 59Q: 3 clusters Score -7845549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 54470 members 
Entering Unmasked Estep 
Score: -7845554.500000 Penalty: 5419.166992
	Iteration 60F: 3 clusters Score -7845554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (172958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172958 members 
Entering Unmasked Estep 
Score: -24361618.000000 Penalty: 2991.079590
	Iteration 0F: 2 clusters Score -2.436162e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86937 members 
Mstep: Class 2 contains 86021 members 
Entering Unmasked Estep 
Score: -24253240.000000 Penalty: 5982.159180
	Iteration 0F: 3 clusters Score -2.425324e+07 nChanged 83050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94143 members 
Mstep: Class 2 contains 78815 members 
Entering Unmasked Estep 
Score: -24301324.000000 Penalty: 5982.159180
	Iteration 1F: 3 clusters Score -2.430132e+07 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98935 members 
Mstep: Class 2 contains 74023 members 
Entering Unmasked Estep 
Score: -24303060.000000 Penalty: 5982.159180
	Iteration 2Q: 3 clusters Score -2.430306e+07 nChanged 8529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105706 members 
Mstep: Class 2 contains 67252 members 
Entering Unmasked Estep 
Score: -24305822.000000 Penalty: 5982.159180
	Iteration 3Q: 3 clusters Score -2.430582e+07 nChanged 10236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114720 members 
Mstep: Class 2 contains 58238 members 
Entering Unmasked Estep 
Score: -24310244.000000 Penalty: 5982.159180
	Iteration 4F: 3 clusters Score -2.431024e+07 nChanged 11745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125545 members 
Mstep: Class 2 contains 47413 members 
Entering Unmasked Estep 
Score: -24316338.000000 Penalty: 5982.159180
	Iteration 5F: 3 clusters Score -2.431634e+07 nChanged 11572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136189 members 
Mstep: Class 2 contains 36769 members 
Entering Unmasked Estep 
Score: -24323822.000000 Penalty: 5982.159180
	Iteration 6F: 3 clusters Score -2.432382e+07 nChanged 9730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144881 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -24331198.000000 Penalty: 5982.159180
	Iteration 7F: 3 clusters Score -2.43312e+07 nChanged 7279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150586 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -24336638.000000 Penalty: 5982.159180
	Iteration 8Q: 3 clusters Score -2.433664e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153826 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -24341444.000000 Penalty: 5982.159180
	Iteration 9Q: 3 clusters Score -2.434144e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155789 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -24345074.000000 Penalty: 5982.159180
	Iteration 10Q: 3 clusters Score -2.434507e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157327 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -24347628.000000 Penalty: 5982.159180
	Iteration 11Q: 3 clusters Score -2.434763e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158819 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -24349694.000000 Penalty: 5982.159180
	Iteration 12Q: 3 clusters Score -2.434969e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160270 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -24351488.000000 Penalty: 5982.159180
	Iteration 13Q: 3 clusters Score -2.435149e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161740 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -24352988.000000 Penalty: 5982.159180
	Iteration 14Q: 3 clusters Score -2.435299e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163163 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -24354134.000000 Penalty: 5982.159180
	Iteration 15Q: 3 clusters Score -2.435413e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164557 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -24355254.000000 Penalty: 5982.159180
	Iteration 16Q: 3 clusters Score -2.435525e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165929 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -24356242.000000 Penalty: 5982.159180
	Iteration 17Q: 3 clusters Score -2.435624e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167190 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -24357274.000000 Penalty: 5982.159180
	Iteration 18Q: 3 clusters Score -2.435727e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168317 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -24357942.000000 Penalty: 5982.159180
	Iteration 19Q: 3 clusters Score -2.435794e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169274 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -24358336.000000 Penalty: 5982.159180
	Iteration 20F: 3 clusters Score -2.435834e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170037 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -24358554.000000 Penalty: 5982.159180
	Iteration 21Q: 3 clusters Score -2.435855e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170644 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -24358808.000000 Penalty: 5982.159180
	Iteration 22Q: 3 clusters Score -2.435881e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171080 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -24358882.000000 Penalty: 5982.159180
	Iteration 23Q: 3 clusters Score -2.435888e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171395 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -24358916.000000 Penalty: 5982.159180
	Iteration 24Q: 3 clusters Score -2.435892e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171621 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -24358990.000000 Penalty: 5982.159180
	Iteration 25Q: 3 clusters Score -2.435899e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171800 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -24359032.000000 Penalty: 5982.159180
	Iteration 26Q: 3 clusters Score -2.435903e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171927 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -24359036.000000 Penalty: 5982.159180
	Iteration 27Q: 3 clusters Score -2.435904e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172025 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -24359076.000000 Penalty: 5982.159180
	Iteration 28Q: 3 clusters Score -2.435908e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172087 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -24359088.000000 Penalty: 5982.159180
	Iteration 29Q: 3 clusters Score -2.435909e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172142 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -24359092.000000 Penalty: 5982.159180
	Iteration 30Q: 3 clusters Score -2.435909e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172191 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -24359088.000000 Penalty: 5982.159180
	Iteration 31Q: 3 clusters Score -2.435909e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172234 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -24359156.000000 Penalty: 5982.159180
	Iteration 32Q: 3 clusters Score -2.435916e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172260 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -24359172.000000 Penalty: 5982.159180
	Iteration 33Q: 3 clusters Score -2.435917e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172271 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -24359156.000000 Penalty: 5982.159180
	Iteration 34Q: 3 clusters Score -2.435916e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172284 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -24359168.000000 Penalty: 5982.159180
	Iteration 35Q: 3 clusters Score -2.435917e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172294 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -24359146.000000 Penalty: 5982.159180
	Iteration 36Q: 3 clusters Score -2.435915e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172305 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -24359160.000000 Penalty: 5982.159180
	Iteration 37Q: 3 clusters Score -2.435916e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172315 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -24359142.000000 Penalty: 5982.159180
	Iteration 38Q: 3 clusters Score -2.435914e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172321 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -24359144.000000 Penalty: 5982.159180
	Iteration 39Q: 3 clusters Score -2.435914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172323 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -24359154.000000 Penalty: 5982.159180
	Iteration 40F: 3 clusters Score -2.435915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172329 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -24359148.000000 Penalty: 5982.159180
	Iteration 41Q: 3 clusters Score -2.435915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172330 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -24359152.000000 Penalty: 5982.159180
	Iteration 42Q: 3 clusters Score -2.435915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172333 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -24359144.000000 Penalty: 5982.159180
	Iteration 43Q: 3 clusters Score -2.435914e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172339 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -24359146.000000 Penalty: 5982.159180
	Iteration 44Q: 3 clusters Score -2.435915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172342 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -24359146.000000 Penalty: 5982.159180
	Iteration 45Q: 3 clusters Score -2.435915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172345 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -24359150.000000 Penalty: 5982.159180
	Iteration 46Q: 3 clusters Score -2.435915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172347 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -24359156.000000 Penalty: 5982.159180
	Iteration 47Q: 3 clusters Score -2.435916e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172347 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -24359156.000000 Penalty: 5982.159180
	Iteration 48F: 3 clusters Score -2.435916e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (34529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Entering Unmasked Estep 
Score: -4897762.000000 Penalty: 2591.489502
	Iteration 0F: 2 clusters Score -4897762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -4874236.500000 Penalty: 5182.979004
	Iteration 0F: 3 clusters Score -4874236 nChanged 15715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -4882715.000000 Penalty: 5182.979004
	Iteration 1F: 3 clusters Score -4882715 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -4883135.500000 Penalty: 5182.979004
	Iteration 2Q: 3 clusters Score -4883136 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -4883529.000000 Penalty: 5182.979004
	Iteration 3Q: 3 clusters Score -4883529 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -4883864.000000 Penalty: 5182.979004
	Iteration 4Q: 3 clusters Score -4883864 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -4884167.500000 Penalty: 5182.979004
	Iteration 5Q: 3 clusters Score -4884168 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -4884564.500000 Penalty: 5182.979004
	Iteration 6Q: 3 clusters Score -4884564 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -4885074.500000 Penalty: 5182.979004
	Iteration 7Q: 3 clusters Score -4885074 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -4885794.000000 Penalty: 5182.979004
	Iteration 8Q: 3 clusters Score -4885794 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -4886841.000000 Penalty: 5182.979004
	Iteration 9F: 3 clusters Score -4886841 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -4888211.500000 Penalty: 5182.979004
	Iteration 10F: 3 clusters Score -4888212 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -4889808.500000 Penalty: 5182.979004
	Iteration 11F: 3 clusters Score -4889808 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -4891333.500000 Penalty: 5182.979004
	Iteration 12F: 3 clusters Score -4891334 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -4892526.500000 Penalty: 5182.979004
	Iteration 13Q: 3 clusters Score -4892526 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -4893386.000000 Penalty: 5182.979004
	Iteration 14Q: 3 clusters Score -4893386 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -4893961.000000 Penalty: 5182.979004
	Iteration 15Q: 3 clusters Score -4893961 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -4894352.500000 Penalty: 5182.979004
	Iteration 16Q: 3 clusters Score -4894352 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -4894639.500000 Penalty: 5182.979004
	Iteration 17Q: 3 clusters Score -4894640 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32340 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -4894815.500000 Penalty: 5182.979004
	Iteration 18Q: 3 clusters Score -4894816 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32599 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -4894963.000000 Penalty: 5182.979004
	Iteration 19Q: 3 clusters Score -4894963 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -4895083.500000 Penalty: 5182.979004
	Iteration 20F: 3 clusters Score -4895084 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4895172.000000 Penalty: 5182.979004
	Iteration 21Q: 3 clusters Score -4895172 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4895237.000000 Penalty: 5182.979004
	Iteration 22Q: 3 clusters Score -4895237 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4895290.000000 Penalty: 5182.979004
	Iteration 23Q: 3 clusters Score -4895290 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -4895331.500000 Penalty: 5182.979004
	Iteration 24Q: 3 clusters Score -4895332 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4895384.500000 Penalty: 5182.979004
	Iteration 25Q: 3 clusters Score -4895384 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4895414.000000 Penalty: 5182.979004
	Iteration 26Q: 3 clusters Score -4895414 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4895433.000000 Penalty: 5182.979004
	Iteration 27Q: 3 clusters Score -4895433 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4895448.000000 Penalty: 5182.979004
	Iteration 28Q: 3 clusters Score -4895448 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -4895460.500000 Penalty: 5182.979004
	Iteration 29Q: 3 clusters Score -4895460 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4895479.500000 Penalty: 5182.979004
	Iteration 30Q: 3 clusters Score -4895480 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4895488.000000 Penalty: 5182.979004
	Iteration 31Q: 3 clusters Score -4895488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -4895502.500000 Penalty: 5182.979004
	Iteration 32Q: 3 clusters Score -4895502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4895502.500000 Penalty: 5182.979004
	Iteration 33Q: 3 clusters Score -4895502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4895515.000000 Penalty: 5182.979004
	Iteration 34Q: 3 clusters Score -4895515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4895527.000000 Penalty: 5182.979004
	Iteration 35Q: 3 clusters Score -4895527 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4895537.000000 Penalty: 5182.979004
	Iteration 36Q: 3 clusters Score -4895537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4895544.000000 Penalty: 5182.979004
	Iteration 37Q: 3 clusters Score -4895544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4895548.500000 Penalty: 5182.979004
	Iteration 38Q: 3 clusters Score -4895548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -4895551.000000 Penalty: 5182.979004
	Iteration 39Q: 3 clusters Score -4895551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4895556.000000 Penalty: 5182.979004
	Iteration 40F: 3 clusters Score -4895556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4895567.000000 Penalty: 5182.979004
	Iteration 41Q: 3 clusters Score -4895567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4895575.000000 Penalty: 5182.979004
	Iteration 42Q: 3 clusters Score -4895575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4895580.500000 Penalty: 5182.979004
	Iteration 43Q: 3 clusters Score -4895580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4895584.000000 Penalty: 5182.979004
	Iteration 44Q: 3 clusters Score -4895584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4895585.000000 Penalty: 5182.979004
	Iteration 45Q: 3 clusters Score -4895585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -4895599.500000 Penalty: 5182.979004
	Iteration 46Q: 3 clusters Score -4895600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4895594.500000 Penalty: 5182.979004
	Iteration 47Q: 3 clusters Score -4895594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33738 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4895598.000000 Penalty: 5182.979004
	Iteration 48Q: 3 clusters Score -4895598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4895607.500000 Penalty: 5182.979004
	Iteration 49Q: 3 clusters Score -4895608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33753 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -4895617.000000 Penalty: 5182.979004
	Iteration 50Q: 3 clusters Score -4895617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4895618.000000 Penalty: 5182.979004
	Iteration 51Q: 3 clusters Score -4895618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4895618.000000 Penalty: 5182.979004
	Iteration 52F: 3 clusters Score -4895618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Entering Unmasked Estep 
Score: -14274.973633 Penalty: 1235.934448
	Iteration 0F: 2 clusters Score -14274.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -13368.457031 Penalty: 2471.868896
	Iteration 0F: 3 clusters Score -13368.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13429.897461 Penalty: 2471.868896
	Iteration 1F: 3 clusters Score -13429.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13444.546875 Penalty: 2471.868896
	Iteration 2Q: 3 clusters Score -13444.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13448.968750 Penalty: 2471.868896
	Iteration 3Q: 3 clusters Score -13448.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13448.968750 Penalty: 2471.868896
	Iteration 4F: 3 clusters Score -13448.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (91540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91540 members 
Entering Unmasked Estep 
Score: -12970893.000000 Penalty: 2833.283691
	Iteration 0F: 2 clusters Score -1.297089e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45724 members 
Mstep: Class 2 contains 45816 members 
Entering Unmasked Estep 
Score: -12909872.000000 Penalty: 5666.567383
	Iteration 0F: 3 clusters Score -1.290987e+07 nChanged 43427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 47119 members 
Entering Unmasked Estep 
Score: -12934590.000000 Penalty: 5666.567383
	Iteration 1F: 3 clusters Score -1.293459e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43703 members 
Mstep: Class 2 contains 47837 members 
Entering Unmasked Estep 
Score: -12935301.000000 Penalty: 5666.567383
	Iteration 2Q: 3 clusters Score -1.29353e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42598 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
Score: -12936132.000000 Penalty: 5666.567383
	Iteration 3Q: 3 clusters Score -1.293613e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 50637 members 
Entering Unmasked Estep 
Score: -12937250.000000 Penalty: 5666.567383
	Iteration 4Q: 3 clusters Score -1.293725e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 53161 members 
Entering Unmasked Estep 
Score: -12938783.000000 Penalty: 5666.567383
	Iteration 5Q: 3 clusters Score -1.293878e+07 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 56745 members 
Entering Unmasked Estep 
Score: -12941350.000000 Penalty: 5666.567383
	Iteration 6F: 3 clusters Score -1.294135e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 61479 members 
Entering Unmasked Estep 
Score: -12944961.000000 Penalty: 5666.567383
	Iteration 7F: 3 clusters Score -1.294496e+07 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 67074 members 
Entering Unmasked Estep 
Score: -12950012.000000 Penalty: 5666.567383
	Iteration 8F: 3 clusters Score -1.295001e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 72697 members 
Entering Unmasked Estep 
Score: -12955283.000000 Penalty: 5666.567383
	Iteration 9F: 3 clusters Score -1.295528e+07 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 77376 members 
Entering Unmasked Estep 
Score: -12959907.000000 Penalty: 5666.567383
	Iteration 10F: 3 clusters Score -1.295991e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 80694 members 
Entering Unmasked Estep 
Score: -12963021.000000 Penalty: 5666.567383
	Iteration 11Q: 3 clusters Score -1.296302e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 82919 members 
Entering Unmasked Estep 
Score: -12964913.000000 Penalty: 5666.567383
	Iteration 12Q: 3 clusters Score -1.296491e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 84512 members 
Entering Unmasked Estep 
Score: -12966117.000000 Penalty: 5666.567383
	Iteration 13Q: 3 clusters Score -1.296612e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 85700 members 
Entering Unmasked Estep 
Score: -12966800.000000 Penalty: 5666.567383
	Iteration 14Q: 3 clusters Score -1.29668e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 86593 members 
Entering Unmasked Estep 
Score: -12967286.000000 Penalty: 5666.567383
	Iteration 15Q: 3 clusters Score -1.296729e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 87255 members 
Entering Unmasked Estep 
Score: -12967686.000000 Penalty: 5666.567383
	Iteration 16Q: 3 clusters Score -1.296769e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 87767 members 
Entering Unmasked Estep 
Score: -12967997.000000 Penalty: 5666.567383
	Iteration 17Q: 3 clusters Score -1.2968e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 88155 members 
Entering Unmasked Estep 
Score: -12968234.000000 Penalty: 5666.567383
	Iteration 18Q: 3 clusters Score -1.296823e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 88447 members 
Entering Unmasked Estep 
Score: -12968422.000000 Penalty: 5666.567383
	Iteration 19Q: 3 clusters Score -1.296842e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 88686 members 
Entering Unmasked Estep 
Score: -12968572.000000 Penalty: 5666.567383
	Iteration 20F: 3 clusters Score -1.296857e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 88836 members 
Entering Unmasked Estep 
Score: -12968702.000000 Penalty: 5666.567383
	Iteration 21Q: 3 clusters Score -1.29687e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 88949 members 
Entering Unmasked Estep 
Score: -12968816.000000 Penalty: 5666.567383
	Iteration 22Q: 3 clusters Score -1.296882e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 89044 members 
Entering Unmasked Estep 
Score: -12968899.000000 Penalty: 5666.567383
	Iteration 23Q: 3 clusters Score -1.29689e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 89097 members 
Entering Unmasked Estep 
Score: -12968974.000000 Penalty: 5666.567383
	Iteration 24Q: 3 clusters Score -1.296897e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 89139 members 
Entering Unmasked Estep 
Score: -12969004.000000 Penalty: 5666.567383
	Iteration 25Q: 3 clusters Score -1.2969e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 89155 members 
Entering Unmasked Estep 
Score: -12969031.000000 Penalty: 5666.567383
	Iteration 26Q: 3 clusters Score -1.296903e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 89181 members 
Entering Unmasked Estep 
Score: -12969070.000000 Penalty: 5666.567383
	Iteration 27Q: 3 clusters Score -1.296907e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 89199 members 
Entering Unmasked Estep 
Score: -12969107.000000 Penalty: 5666.567383
	Iteration 28Q: 3 clusters Score -1.296911e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 89204 members 
Entering Unmasked Estep 
Score: -12969109.000000 Penalty: 5666.567383
	Iteration 29Q: 3 clusters Score -1.296911e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 89209 members 
Entering Unmasked Estep 
Score: -12969111.000000 Penalty: 5666.567383
	Iteration 30Q: 3 clusters Score -1.296911e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 89200 members 
Entering Unmasked Estep 
Score: -12969108.000000 Penalty: 5666.567383
	Iteration 31Q: 3 clusters Score -1.296911e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 89198 members 
Entering Unmasked Estep 
Score: -12969102.000000 Penalty: 5666.567383
	Iteration 32Q: 3 clusters Score -1.29691e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 89200 members 
Entering Unmasked Estep 
Score: -12969102.000000 Penalty: 5666.567383
	Iteration 33Q: 3 clusters Score -1.29691e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 89196 members 
Entering Unmasked Estep 
Score: -12969120.000000 Penalty: 5666.567383
	Iteration 34Q: 3 clusters Score -1.296912e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 89195 members 
Entering Unmasked Estep 
Score: -12969135.000000 Penalty: 5666.567383
	Iteration 35Q: 3 clusters Score -1.296914e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 89203 members 
Entering Unmasked Estep 
Score: -12969133.000000 Penalty: 5666.567383
	Iteration 36Q: 3 clusters Score -1.296913e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 89211 members 
Entering Unmasked Estep 
Score: -12969136.000000 Penalty: 5666.567383
	Iteration 37Q: 3 clusters Score -1.296914e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 89215 members 
Entering Unmasked Estep 
Score: -12969151.000000 Penalty: 5666.567383
	Iteration 38Q: 3 clusters Score -1.296915e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 89220 members 
Entering Unmasked Estep 
Score: -12969146.000000 Penalty: 5666.567383
	Iteration 39Q: 3 clusters Score -1.296915e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 89230 members 
Entering Unmasked Estep 
Score: -12969163.000000 Penalty: 5666.567383
	Iteration 40F: 3 clusters Score -1.296916e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 89237 members 
Entering Unmasked Estep 
Score: -12969173.000000 Penalty: 5666.567383
	Iteration 41Q: 3 clusters Score -1.296917e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 89241 members 
Entering Unmasked Estep 
Score: -12969171.000000 Penalty: 5666.567383
	Iteration 42Q: 3 clusters Score -1.296917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 89242 members 
Entering Unmasked Estep 
Score: -12969169.000000 Penalty: 5666.567383
	Iteration 43Q: 3 clusters Score -1.296917e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 89247 members 
Entering Unmasked Estep 
Score: -12969162.000000 Penalty: 5666.567383
	Iteration 44Q: 3 clusters Score -1.296916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 89249 members 
Entering Unmasked Estep 
Score: -12969174.000000 Penalty: 5666.567383
	Iteration 45Q: 3 clusters Score -1.296917e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 89249 members 
Entering Unmasked Estep 
Score: -12969169.000000 Penalty: 5666.567383
	Iteration 46Q: 3 clusters Score -1.296917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 89253 members 
Entering Unmasked Estep 
Score: -12969169.000000 Penalty: 5666.567383
	Iteration 47Q: 3 clusters Score -1.296917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 89256 members 
Entering Unmasked Estep 
Score: -12969170.000000 Penalty: 5666.567383
	Iteration 48Q: 3 clusters Score -1.296917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 89258 members 
Entering Unmasked Estep 
Score: -12969177.000000 Penalty: 5666.567383
	Iteration 49Q: 3 clusters Score -1.296918e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 89262 members 
Entering Unmasked Estep 
Score: -12969174.000000 Penalty: 5666.567383
	Iteration 50Q: 3 clusters Score -1.296917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 89266 members 
Entering Unmasked Estep 
Score: -12969178.000000 Penalty: 5666.567383
	Iteration 51Q: 3 clusters Score -1.296918e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 89272 members 
Entering Unmasked Estep 
Score: -12969172.000000 Penalty: 5666.567383
	Iteration 52Q: 3 clusters Score -1.296917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 89272 members 
Entering Unmasked Estep 
Score: -12969167.000000 Penalty: 5666.567383
	Iteration 53Q: 3 clusters Score -1.296917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 89270 members 
Entering Unmasked Estep 
Score: -12969180.000000 Penalty: 5666.567383
	Iteration 54Q: 3 clusters Score -1.296918e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 89270 members 
Entering Unmasked Estep 
Score: -12969180.000000 Penalty: 5666.567383
	Iteration 55F: 3 clusters Score -1.296918e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Entering Unmasked Estep 
Score: -3807298.000000 Penalty: 2528.211670
	Iteration 0F: 2 clusters Score -3807298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -3788680.750000 Penalty: 5056.423340
	Iteration 0F: 3 clusters Score -3788681 nChanged 11950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -3795354.750000 Penalty: 5056.423340
	Iteration 1F: 3 clusters Score -3795355 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -3795943.000000 Penalty: 5056.423340
	Iteration 2F: 3 clusters Score -3795943 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -3796622.000000 Penalty: 5056.423340
	Iteration 3F: 3 clusters Score -3796622 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -3797544.500000 Penalty: 5056.423340
	Iteration 4F: 3 clusters Score -3797544 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -3798762.750000 Penalty: 5056.423340
	Iteration 5F: 3 clusters Score -3798763 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -3800295.500000 Penalty: 5056.423340
	Iteration 6F: 3 clusters Score -3800296 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -3801955.500000 Penalty: 5056.423340
	Iteration 7F: 3 clusters Score -3801956 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -3803354.250000 Penalty: 5056.423340
	Iteration 8F: 3 clusters Score -3803354 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -3804260.250000 Penalty: 5056.423340
	Iteration 9Q: 3 clusters Score -3804260 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -3804671.500000 Penalty: 5056.423340
	Iteration 10Q: 3 clusters Score -3804672 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -3804867.250000 Penalty: 5056.423340
	Iteration 11Q: 3 clusters Score -3804867 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -3804972.500000 Penalty: 5056.423340
	Iteration 12Q: 3 clusters Score -3804972 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -3805032.500000 Penalty: 5056.423340
	Iteration 13Q: 3 clusters Score -3805032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -3805063.250000 Penalty: 5056.423340
	Iteration 14Q: 3 clusters Score -3805063 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -3805078.000000 Penalty: 5056.423340
	Iteration 15Q: 3 clusters Score -3805078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -3805091.250000 Penalty: 5056.423340
	Iteration 16Q: 3 clusters Score -3805091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -3805114.000000 Penalty: 5056.423340
	Iteration 17Q: 3 clusters Score -3805114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -3805116.000000 Penalty: 5056.423340
	Iteration 18Q: 3 clusters Score -3805116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -3805123.250000 Penalty: 5056.423340
	Iteration 19Q: 3 clusters Score -3805123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -3805123.750000 Penalty: 5056.423340
	Iteration 20F: 3 clusters Score -3805124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -3805127.750000 Penalty: 5056.423340
	Iteration 21Q: 3 clusters Score -3805128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -3805135.750000 Penalty: 5056.423340
	Iteration 22Q: 3 clusters Score -3805136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -3805136.000000 Penalty: 5056.423340
	Iteration 23Q: 3 clusters Score -3805136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -3805135.750000 Penalty: 5056.423340
	Iteration 24Q: 3 clusters Score -3805136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -3805135.750000 Penalty: 5056.423340
	Iteration 25F: 3 clusters Score -3805136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (157861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157861 members 
Entering Unmasked Estep 
Score: -22038260.000000 Penalty: 2968.428467
	Iteration 0F: 2 clusters Score -2.203826e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78946 members 
Mstep: Class 2 contains 78915 members 
Entering Unmasked Estep 
Score: -21933402.000000 Penalty: 5936.856934
	Iteration 0F: 3 clusters Score -2.19334e+07 nChanged 75365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79663 members 
Mstep: Class 2 contains 78198 members 
Entering Unmasked Estep 
Score: -21976910.000000 Penalty: 5936.856934
	Iteration 1F: 3 clusters Score -2.197691e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79755 members 
Mstep: Class 2 contains 78106 members 
Entering Unmasked Estep 
Score: -21977592.000000 Penalty: 5936.856934
	Iteration 2Q: 3 clusters Score -2.197759e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79877 members 
Mstep: Class 2 contains 77984 members 
Entering Unmasked Estep 
Score: -21978352.000000 Penalty: 5936.856934
	Iteration 3Q: 3 clusters Score -2.197835e+07 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80091 members 
Mstep: Class 2 contains 77770 members 
Entering Unmasked Estep 
Score: -21979066.000000 Penalty: 5936.856934
	Iteration 4Q: 3 clusters Score -2.197907e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80453 members 
Mstep: Class 2 contains 77408 members 
Entering Unmasked Estep 
Score: -21980120.000000 Penalty: 5936.856934
	Iteration 5Q: 3 clusters Score -2.198012e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81019 members 
Mstep: Class 2 contains 76842 members 
Entering Unmasked Estep 
Score: -21981354.000000 Penalty: 5936.856934
	Iteration 6Q: 3 clusters Score -2.198135e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82014 members 
Mstep: Class 2 contains 75847 members 
Entering Unmasked Estep 
Score: -21983220.000000 Penalty: 5936.856934
	Iteration 7Q: 3 clusters Score -2.198322e+07 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83549 members 
Mstep: Class 2 contains 74312 members 
Entering Unmasked Estep 
Score: -21986394.000000 Penalty: 5936.856934
	Iteration 8Q: 3 clusters Score -2.198639e+07 nChanged 8245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86126 members 
Mstep: Class 2 contains 71735 members 
Entering Unmasked Estep 
Score: -21991428.000000 Penalty: 5936.856934
	Iteration 9F: 3 clusters Score -2.199143e+07 nChanged 10228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90016 members 
Mstep: Class 2 contains 67845 members 
Entering Unmasked Estep 
Score: -21999368.000000 Penalty: 5936.856934
	Iteration 10F: 3 clusters Score -2.199937e+07 nChanged 11521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94519 members 
Mstep: Class 2 contains 63342 members 
Entering Unmasked Estep 
Score: -22009212.000000 Penalty: 5936.856934
	Iteration 11F: 3 clusters Score -2.200921e+07 nChanged 10410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98221 members 
Mstep: Class 2 contains 59640 members 
Entering Unmasked Estep 
Score: -22016250.000000 Penalty: 5936.856934
	Iteration 12F: 3 clusters Score -2.201625e+07 nChanged 7227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101048 members 
Mstep: Class 2 contains 56813 members 
Entering Unmasked Estep 
Score: -22019404.000000 Penalty: 5936.856934
	Iteration 13Q: 3 clusters Score -2.20194e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103459 members 
Mstep: Class 2 contains 54402 members 
Entering Unmasked Estep 
Score: -22020996.000000 Penalty: 5936.856934
	Iteration 14Q: 3 clusters Score -2.2021e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105916 members 
Mstep: Class 2 contains 51945 members 
Entering Unmasked Estep 
Score: -22022378.000000 Penalty: 5936.856934
	Iteration 15Q: 3 clusters Score -2.202238e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108483 members 
Mstep: Class 2 contains 49378 members 
Entering Unmasked Estep 
Score: -22023660.000000 Penalty: 5936.856934
	Iteration 16Q: 3 clusters Score -2.202366e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111035 members 
Mstep: Class 2 contains 46826 members 
Entering Unmasked Estep 
Score: -22025056.000000 Penalty: 5936.856934
	Iteration 17Q: 3 clusters Score -2.202506e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113544 members 
Mstep: Class 2 contains 44317 members 
Entering Unmasked Estep 
Score: -22026552.000000 Penalty: 5936.856934
	Iteration 18Q: 3 clusters Score -2.202655e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115861 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -22027552.000000 Penalty: 5936.856934
	Iteration 19Q: 3 clusters Score -2.202755e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118061 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -22028498.000000 Penalty: 5936.856934
	Iteration 20F: 3 clusters Score -2.20285e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120135 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
Score: -22029264.000000 Penalty: 5936.856934
	Iteration 21Q: 3 clusters Score -2.202926e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122089 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -22029936.000000 Penalty: 5936.856934
	Iteration 22Q: 3 clusters Score -2.202994e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123986 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -22030682.000000 Penalty: 5936.856934
	Iteration 23Q: 3 clusters Score -2.203068e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125803 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -22031356.000000 Penalty: 5936.856934
	Iteration 24Q: 3 clusters Score -2.203136e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127538 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -22031978.000000 Penalty: 5936.856934
	Iteration 25Q: 3 clusters Score -2.203198e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129279 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -22032572.000000 Penalty: 5936.856934
	Iteration 26Q: 3 clusters Score -2.203257e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130920 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -22032958.000000 Penalty: 5936.856934
	Iteration 27Q: 3 clusters Score -2.203296e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132528 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -22033344.000000 Penalty: 5936.856934
	Iteration 28Q: 3 clusters Score -2.203334e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134092 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -22033746.000000 Penalty: 5936.856934
	Iteration 29Q: 3 clusters Score -2.203375e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135590 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -22034044.000000 Penalty: 5936.856934
	Iteration 30Q: 3 clusters Score -2.203404e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137043 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -22034356.000000 Penalty: 5936.856934
	Iteration 31Q: 3 clusters Score -2.203436e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138465 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -22034670.000000 Penalty: 5936.856934
	Iteration 32Q: 3 clusters Score -2.203467e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139740 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -22034916.000000 Penalty: 5936.856934
	Iteration 33Q: 3 clusters Score -2.203492e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140958 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -22035186.000000 Penalty: 5936.856934
	Iteration 34Q: 3 clusters Score -2.203519e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142009 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -22035448.000000 Penalty: 5936.856934
	Iteration 35Q: 3 clusters Score -2.203545e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142932 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -22035670.000000 Penalty: 5936.856934
	Iteration 36Q: 3 clusters Score -2.203567e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143806 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -22035874.000000 Penalty: 5936.856934
	Iteration 37Q: 3 clusters Score -2.203587e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144659 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -22036088.000000 Penalty: 5936.856934
	Iteration 38Q: 3 clusters Score -2.203609e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145415 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -22036208.000000 Penalty: 5936.856934
	Iteration 39Q: 3 clusters Score -2.203621e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146102 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -22036224.000000 Penalty: 5936.856934
	Iteration 40F: 3 clusters Score -2.203622e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146727 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -22036278.000000 Penalty: 5936.856934
	Iteration 41Q: 3 clusters Score -2.203628e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147316 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -22036366.000000 Penalty: 5936.856934
	Iteration 42Q: 3 clusters Score -2.203637e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147835 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -22036466.000000 Penalty: 5936.856934
	Iteration 43Q: 3 clusters Score -2.203647e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148301 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -22036428.000000 Penalty: 5936.856934
	Iteration 44Q: 3 clusters Score -2.203643e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148735 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -22036474.000000 Penalty: 5936.856934
	Iteration 45Q: 3 clusters Score -2.203647e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149118 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -22036616.000000 Penalty: 5936.856934
	Iteration 46Q: 3 clusters Score -2.203662e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149465 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -22036660.000000 Penalty: 5936.856934
	Iteration 47Q: 3 clusters Score -2.203666e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149776 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -22036690.000000 Penalty: 5936.856934
	Iteration 48Q: 3 clusters Score -2.203669e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150079 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -22036658.000000 Penalty: 5936.856934
	Iteration 49Q: 3 clusters Score -2.203666e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150341 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -22036610.000000 Penalty: 5936.856934
	Iteration 50Q: 3 clusters Score -2.203661e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150588 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -22036636.000000 Penalty: 5936.856934
	Iteration 51Q: 3 clusters Score -2.203664e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150805 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -22036688.000000 Penalty: 5936.856934
	Iteration 52Q: 3 clusters Score -2.203669e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151013 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -22036732.000000 Penalty: 5936.856934
	Iteration 53Q: 3 clusters Score -2.203673e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151179 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -22036728.000000 Penalty: 5936.856934
	Iteration 54Q: 3 clusters Score -2.203673e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151330 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -22036694.000000 Penalty: 5936.856934
	Iteration 55Q: 3 clusters Score -2.203669e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151475 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -22036704.000000 Penalty: 5936.856934
	Iteration 56Q: 3 clusters Score -2.20367e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151603 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -22036706.000000 Penalty: 5936.856934
	Iteration 57Q: 3 clusters Score -2.203671e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151724 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -22036734.000000 Penalty: 5936.856934
	Iteration 58Q: 3 clusters Score -2.203673e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151846 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -22036696.000000 Penalty: 5936.856934
	Iteration 59Q: 3 clusters Score -2.20367e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151957 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -22036696.000000 Penalty: 5936.856934
	Iteration 60F: 3 clusters Score -2.20367e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152057 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -22036730.000000 Penalty: 5936.856934
	Iteration 61Q: 3 clusters Score -2.203673e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152132 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -22036712.000000 Penalty: 5936.856934
	Iteration 62Q: 3 clusters Score -2.203671e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152204 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -22036730.000000 Penalty: 5936.856934
	Iteration 63Q: 3 clusters Score -2.203673e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152275 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -22036730.000000 Penalty: 5936.856934
	Iteration 64Q: 3 clusters Score -2.203673e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152353 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -22036736.000000 Penalty: 5936.856934
	Iteration 65Q: 3 clusters Score -2.203674e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152412 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -22036722.000000 Penalty: 5936.856934
	Iteration 66Q: 3 clusters Score -2.203672e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152477 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -22036752.000000 Penalty: 5936.856934
	Iteration 67Q: 3 clusters Score -2.203675e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152531 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -22036758.000000 Penalty: 5936.856934
	Iteration 68Q: 3 clusters Score -2.203676e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152582 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -22036756.000000 Penalty: 5936.856934
	Iteration 69Q: 3 clusters Score -2.203676e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152628 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -22036774.000000 Penalty: 5936.856934
	Iteration 70Q: 3 clusters Score -2.203677e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152672 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -22036780.000000 Penalty: 5936.856934
	Iteration 71Q: 3 clusters Score -2.203678e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152713 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -22036772.000000 Penalty: 5936.856934
	Iteration 72Q: 3 clusters Score -2.203677e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152755 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -22036816.000000 Penalty: 5936.856934
	Iteration 73Q: 3 clusters Score -2.203682e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152794 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -22036804.000000 Penalty: 5936.856934
	Iteration 74Q: 3 clusters Score -2.20368e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152831 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -22036792.000000 Penalty: 5936.856934
	Iteration 75Q: 3 clusters Score -2.203679e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152869 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -22036794.000000 Penalty: 5936.856934
	Iteration 76Q: 3 clusters Score -2.203679e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152904 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -22036774.000000 Penalty: 5936.856934
	Iteration 77Q: 3 clusters Score -2.203677e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152932 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -22036766.000000 Penalty: 5936.856934
	Iteration 78Q: 3 clusters Score -2.203677e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152969 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -22036760.000000 Penalty: 5936.856934
	Iteration 79Q: 3 clusters Score -2.203676e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152993 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -22036774.000000 Penalty: 5936.856934
	Iteration 80F: 3 clusters Score -2.203677e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153018 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -22036742.000000 Penalty: 5936.856934
	Iteration 81Q: 3 clusters Score -2.203674e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153031 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -22036740.000000 Penalty: 5936.856934
	Iteration 82Q: 3 clusters Score -2.203674e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153045 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -22036720.000000 Penalty: 5936.856934
	Iteration 83Q: 3 clusters Score -2.203672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153052 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -22036710.000000 Penalty: 5936.856934
	Iteration 84Q: 3 clusters Score -2.203671e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153062 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -22036716.000000 Penalty: 5936.856934
	Iteration 85Q: 3 clusters Score -2.203672e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153072 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -22036728.000000 Penalty: 5936.856934
	Iteration 86Q: 3 clusters Score -2.203673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153078 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -22036712.000000 Penalty: 5936.856934
	Iteration 87Q: 3 clusters Score -2.203671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153084 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -22036708.000000 Penalty: 5936.856934
	Iteration 88Q: 3 clusters Score -2.203671e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153093 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -22036706.000000 Penalty: 5936.856934
	Iteration 89Q: 3 clusters Score -2.203671e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153102 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -22036692.000000 Penalty: 5936.856934
	Iteration 90Q: 3 clusters Score -2.203669e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153115 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -22036686.000000 Penalty: 5936.856934
	Iteration 91Q: 3 clusters Score -2.203669e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153126 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -22036692.000000 Penalty: 5936.856934
	Iteration 92Q: 3 clusters Score -2.203669e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153141 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -22036686.000000 Penalty: 5936.856934
	Iteration 93Q: 3 clusters Score -2.203669e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153150 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -22036676.000000 Penalty: 5936.856934
	Iteration 94Q: 3 clusters Score -2.203668e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153162 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -22036706.000000 Penalty: 5936.856934
	Iteration 95Q: 3 clusters Score -2.203671e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153173 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -22036700.000000 Penalty: 5936.856934
	Iteration 96Q: 3 clusters Score -2.20367e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153183 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -22036712.000000 Penalty: 5936.856934
	Iteration 97Q: 3 clusters Score -2.203671e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153192 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -22036698.000000 Penalty: 5936.856934
	Iteration 98Q: 3 clusters Score -2.20367e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153200 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -22036704.000000 Penalty: 5936.856934
	Iteration 99Q: 3 clusters Score -2.20367e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153215 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -22036700.000000 Penalty: 5936.856934
	Iteration 100F: 3 clusters Score -2.20367e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153220 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -22036708.000000 Penalty: 5936.856934
	Iteration 101Q: 3 clusters Score -2.203671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153225 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -22036722.000000 Penalty: 5936.856934
	Iteration 102Q: 3 clusters Score -2.203672e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153229 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -22036708.000000 Penalty: 5936.856934
	Iteration 103Q: 3 clusters Score -2.203671e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153235 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -22036720.000000 Penalty: 5936.856934
	Iteration 104Q: 3 clusters Score -2.203672e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153241 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -22036688.000000 Penalty: 5936.856934
	Iteration 105Q: 3 clusters Score -2.203669e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153251 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -22036698.000000 Penalty: 5936.856934
	Iteration 106Q: 3 clusters Score -2.20367e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153263 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -22036694.000000 Penalty: 5936.856934
	Iteration 107Q: 3 clusters Score -2.203669e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153274 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -22036682.000000 Penalty: 5936.856934
	Iteration 108Q: 3 clusters Score -2.203668e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153284 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -22036670.000000 Penalty: 5936.856934
	Iteration 109Q: 3 clusters Score -2.203667e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153291 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -22036678.000000 Penalty: 5936.856934
	Iteration 110Q: 3 clusters Score -2.203668e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153301 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -22036676.000000 Penalty: 5936.856934
	Iteration 111Q: 3 clusters Score -2.203668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153307 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -22036672.000000 Penalty: 5936.856934
	Iteration 112Q: 3 clusters Score -2.203667e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153311 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -22036682.000000 Penalty: 5936.856934
	Iteration 113Q: 3 clusters Score -2.203668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153314 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -22036672.000000 Penalty: 5936.856934
	Iteration 114Q: 3 clusters Score -2.203667e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153320 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -22036676.000000 Penalty: 5936.856934
	Iteration 115Q: 3 clusters Score -2.203668e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153330 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -22036666.000000 Penalty: 5936.856934
	Iteration 116Q: 3 clusters Score -2.203667e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153337 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -22036660.000000 Penalty: 5936.856934
	Iteration 117Q: 3 clusters Score -2.203666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153339 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -22036652.000000 Penalty: 5936.856934
	Iteration 118Q: 3 clusters Score -2.203665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153344 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -22036682.000000 Penalty: 5936.856934
	Iteration 119Q: 3 clusters Score -2.203668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153347 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -22036682.000000 Penalty: 5936.856934
	Iteration 120F: 3 clusters Score -2.203668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153348 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -22036682.000000 Penalty: 5936.856934
	Iteration 121Q: 3 clusters Score -2.203668e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153348 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -22036682.000000 Penalty: 5936.856934
	Iteration 122F: 3 clusters Score -2.203668e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Entering Unmasked Estep 
Score: -71771.351562 Penalty: 1597.750000
	Iteration 0F: 2 clusters Score -71771.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -70200.812500 Penalty: 3195.500000
	Iteration 0F: 3 clusters Score -70200.81 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -70458.179688 Penalty: 3195.500000
	Iteration 1F: 3 clusters Score -70458.18 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -70590.992188 Penalty: 3195.500000
	Iteration 2F: 3 clusters Score -70590.99 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -70664.664062 Penalty: 3195.500000
	Iteration 3Q: 3 clusters Score -70664.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -70715.539062 Penalty: 3195.500000
	Iteration 4Q: 3 clusters Score -70715.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -70758.203125 Penalty: 3195.500000
	Iteration 5Q: 3 clusters Score -70758.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -70770.164062 Penalty: 3195.500000
	Iteration 6Q: 3 clusters Score -70770.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -70780.156250 Penalty: 3195.500000
	Iteration 7Q: 3 clusters Score -70780.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -70807.187500 Penalty: 3195.500000
	Iteration 8Q: 3 clusters Score -70807.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -70842.679688 Penalty: 3195.500000
	Iteration 9Q: 3 clusters Score -70842.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -70913.000000 Penalty: 3195.500000
	Iteration 10Q: 3 clusters Score -70913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -70953.148438 Penalty: 3195.500000
	Iteration 11Q: 3 clusters Score -70953.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -70976.593750 Penalty: 3195.500000
	Iteration 12Q: 3 clusters Score -70976.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -70990.867188 Penalty: 3195.500000
	Iteration 13Q: 3 clusters Score -70990.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -71008.867188 Penalty: 3195.500000
	Iteration 14Q: 3 clusters Score -71008.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -71025.140625 Penalty: 3195.500000
	Iteration 15Q: 3 clusters Score -71025.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -71040.460938 Penalty: 3195.500000
	Iteration 16Q: 3 clusters Score -71040.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -71079.632812 Penalty: 3195.500000
	Iteration 17Q: 3 clusters Score -71079.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -71155.023438 Penalty: 3195.500000
	Iteration 18Q: 3 clusters Score -71155.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -71256.156250 Penalty: 3195.500000
	Iteration 19Q: 3 clusters Score -71256.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -71287.539062 Penalty: 3195.500000
	Iteration 20F: 3 clusters Score -71287.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -71304.710938 Penalty: 3195.500000
	Iteration 21Q: 3 clusters Score -71304.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -71325.937500 Penalty: 3195.500000
	Iteration 22Q: 3 clusters Score -71325.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -71362.968750 Penalty: 3195.500000
	Iteration 23Q: 3 clusters Score -71362.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -71411.890625 Penalty: 3195.500000
	Iteration 24Q: 3 clusters Score -71411.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -71425.343750 Penalty: 3195.500000
	Iteration 25Q: 3 clusters Score -71425.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -71425.343750 Penalty: 3195.500000
	Iteration 26F: 3 clusters Score -71425.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -27544.220703 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -27544.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -26366.957031 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -26366.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -26458.328125 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -26458.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -26471.111328 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -26471.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -26472.207031 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -26472.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -26472.207031 Penalty: 2688.585449
	Iteration 4F: 3 clusters Score -26472.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -37409.125000 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -37409.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -36096.867188 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -36096.87 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -36309.808594 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -36309.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36419.406250 Penalty: 2868.777344
	Iteration 2Q: 3 clusters Score -36419.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36558.167969 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -36558.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -36583.292969 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -36583.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -36594.054688 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -36594.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -36595.839844 Penalty: 2868.777344
	Iteration 6Q: 3 clusters Score -36595.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -36602.042969 Penalty: 2868.777344
	Iteration 7Q: 3 clusters Score -36602.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -36604.785156 Penalty: 2868.777344
	Iteration 8Q: 3 clusters Score -36604.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -36604.785156 Penalty: 2868.777344
	Iteration 9F: 3 clusters Score -36604.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158448 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8012 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64062 members 
Mstep: Class 6 contains 120906 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2828 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 39687 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17226 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55589 members 
Mstep: Class 16 contains 172958 members 
Mstep: Class 17 contains 34529 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91540 members 
Mstep: Class 20 contains 26753 members 
Mstep: Class 21 contains 157861 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705112.000000 Penalty: 81993.640625
Iteration 359Q: 25 clusters Score -1.327051e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158453 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8012 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64062 members 
Mstep: Class 6 contains 120901 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2828 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 39688 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17226 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55585 members 
Mstep: Class 16 contains 172958 members 
Mstep: Class 17 contains 34529 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91534 members 
Mstep: Class 20 contains 26757 members 
Mstep: Class 21 contains 157866 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705064.000000 Penalty: 81993.640625
Iteration 360F: 25 clusters Score -1.327051e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158461 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8012 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64062 members 
Mstep: Class 6 contains 120897 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2828 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39688 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17226 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55583 members 
Mstep: Class 16 contains 172958 members 
Mstep: Class 17 contains 34527 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91532 members 
Mstep: Class 20 contains 26758 members 
Mstep: Class 21 contains 157868 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705128.000000 Penalty: 81993.640625
Iteration 361Q: 25 clusters Score -1.327051e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158466 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8013 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64064 members 
Mstep: Class 6 contains 120893 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2828 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39688 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17226 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55579 members 
Mstep: Class 16 contains 172960 members 
Mstep: Class 17 contains 34527 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91518 members 
Mstep: Class 20 contains 26761 members 
Mstep: Class 21 contains 157877 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705176.000000 Penalty: 81993.640625
Iteration 362Q: 25 clusters Score -1.327052e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158473 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8011 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64065 members 
Mstep: Class 6 contains 120890 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2828 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39686 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17225 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55578 members 
Mstep: Class 16 contains 172964 members 
Mstep: Class 17 contains 34526 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91508 members 
Mstep: Class 20 contains 26762 members 
Mstep: Class 21 contains 157884 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705056.000000 Penalty: 81993.640625
Iteration 363Q: 25 clusters Score -1.327051e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158489 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8012 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64067 members 
Mstep: Class 6 contains 120888 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2828 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39685 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17224 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55576 members 
Mstep: Class 16 contains 172959 members 
Mstep: Class 17 contains 34524 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91491 members 
Mstep: Class 20 contains 26763 members 
Mstep: Class 21 contains 157894 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705144.000000 Penalty: 81993.640625
Iteration 364Q: 25 clusters Score -1.327051e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158507 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8012 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64070 members 
Mstep: Class 6 contains 120881 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2828 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 39682 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17226 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55569 members 
Mstep: Class 16 contains 172959 members 
Mstep: Class 17 contains 34525 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91474 members 
Mstep: Class 20 contains 26763 members 
Mstep: Class 21 contains 157905 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705120.000000 Penalty: 81993.640625
Iteration 365Q: 25 clusters Score -1.327051e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158522 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8013 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64074 members 
Mstep: Class 6 contains 120871 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2828 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 39679 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17226 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55567 members 
Mstep: Class 16 contains 172956 members 
Mstep: Class 17 contains 34523 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91461 members 
Mstep: Class 20 contains 26764 members 
Mstep: Class 21 contains 157917 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705192.000000 Penalty: 81993.640625
Iteration 366Q: 25 clusters Score -1.327052e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158538 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8014 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64075 members 
Mstep: Class 6 contains 120866 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2829 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 39676 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17227 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55566 members 
Mstep: Class 16 contains 172951 members 
Mstep: Class 17 contains 34520 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91450 members 
Mstep: Class 20 contains 26765 members 
Mstep: Class 21 contains 157924 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705224.000000 Penalty: 81993.640625
Iteration 367Q: 25 clusters Score -1.327052e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158544 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8013 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64079 members 
Mstep: Class 6 contains 120863 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2831 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 39677 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17226 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55567 members 
Mstep: Class 16 contains 172951 members 
Mstep: Class 17 contains 34517 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91433 members 
Mstep: Class 20 contains 26765 members 
Mstep: Class 21 contains 157935 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705160.000000 Penalty: 81993.640625
Iteration 368Q: 25 clusters Score -1.327052e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158556 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8014 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64082 members 
Mstep: Class 6 contains 120861 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2832 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 39678 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17227 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55567 members 
Mstep: Class 16 contains 172949 members 
Mstep: Class 17 contains 34515 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91427 members 
Mstep: Class 20 contains 26764 members 
Mstep: Class 21 contains 157929 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705184.000000 Penalty: 81993.640625
Iteration 369Q: 25 clusters Score -1.327052e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158578 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8014 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64086 members 
Mstep: Class 6 contains 120855 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2832 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 39677 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17227 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55569 members 
Mstep: Class 16 contains 172947 members 
Mstep: Class 17 contains 34514 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91411 members 
Mstep: Class 20 contains 26763 members 
Mstep: Class 21 contains 157928 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705200.000000 Penalty: 81993.640625
Iteration 370Q: 25 clusters Score -1.327052e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158604 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8014 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64086 members 
Mstep: Class 6 contains 120850 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2832 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 39676 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17226 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55564 members 
Mstep: Class 16 contains 172947 members 
Mstep: Class 17 contains 34511 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91396 members 
Mstep: Class 20 contains 26764 members 
Mstep: Class 21 contains 157931 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705184.000000 Penalty: 81993.640625
Iteration 371Q: 25 clusters Score -1.327052e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158622 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8014 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64091 members 
Mstep: Class 6 contains 120844 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2832 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 39675 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17226 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55556 members 
Mstep: Class 16 contains 172947 members 
Mstep: Class 17 contains 34507 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91389 members 
Mstep: Class 20 contains 26766 members 
Mstep: Class 21 contains 157932 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705144.000000 Penalty: 81993.640625
Iteration 372Q: 25 clusters Score -1.327051e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158637 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8014 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64096 members 
Mstep: Class 6 contains 120836 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2832 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 39674 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17227 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55548 members 
Mstep: Class 16 contains 172947 members 
Mstep: Class 17 contains 34504 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91395 members 
Mstep: Class 20 contains 26767 members 
Mstep: Class 21 contains 157924 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705240.000000 Penalty: 81993.640625
Iteration 373Q: 25 clusters Score -1.327052e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158659 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8015 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64100 members 
Mstep: Class 6 contains 120827 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2832 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 39672 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17229 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55544 members 
Mstep: Class 16 contains 172946 members 
Mstep: Class 17 contains 34502 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91393 members 
Mstep: Class 20 contains 26767 members 
Mstep: Class 21 contains 157915 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705288.000000 Penalty: 81993.640625
Iteration 374Q: 25 clusters Score -1.327053e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158665 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8014 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64104 members 
Mstep: Class 6 contains 120821 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2832 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 39669 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17231 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55542 members 
Mstep: Class 16 contains 172940 members 
Mstep: Class 17 contains 34504 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91395 members 
Mstep: Class 20 contains 26767 members 
Mstep: Class 21 contains 157917 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705240.000000 Penalty: 81993.640625
Iteration 375Q: 25 clusters Score -1.327052e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158662 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8014 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64104 members 
Mstep: Class 6 contains 120810 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2832 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 39667 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17232 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55539 members 
Mstep: Class 16 contains 172931 members 
Mstep: Class 17 contains 34513 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91405 members 
Mstep: Class 20 contains 26768 members 
Mstep: Class 21 contains 157924 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705160.000000 Penalty: 81993.640625
Iteration 376Q: 25 clusters Score -1.327052e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158686 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8013 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64102 members 
Mstep: Class 6 contains 120802 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2832 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 39666 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17231 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55534 members 
Mstep: Class 16 contains 172931 members 
Mstep: Class 17 contains 34514 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91399 members 
Mstep: Class 20 contains 26765 members 
Mstep: Class 21 contains 157926 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705080.000000 Penalty: 81993.640625
Iteration 377Q: 25 clusters Score -1.327051e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158687 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8013 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64104 members 
Mstep: Class 6 contains 120786 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2832 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 39666 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17232 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55533 members 
Mstep: Class 16 contains 172927 members 
Mstep: Class 17 contains 34516 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91408 members 
Mstep: Class 20 contains 26766 members 
Mstep: Class 21 contains 157932 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705144.000000 Penalty: 81993.640625
Iteration 378Q: 25 clusters Score -1.327051e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158692 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8013 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64106 members 
Mstep: Class 6 contains 120776 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2832 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 39665 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17232 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55531 members 
Mstep: Class 16 contains 172922 members 
Mstep: Class 17 contains 34516 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91415 members 
Mstep: Class 20 contains 26767 members 
Mstep: Class 21 contains 157935 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705168.000000 Penalty: 81993.640625
Iteration 379Q: 25 clusters Score -1.327052e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158693 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8014 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64112 members 
Mstep: Class 6 contains 120763 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2832 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 39666 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17232 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55527 members 
Mstep: Class 16 contains 172919 members 
Mstep: Class 17 contains 34517 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91420 members 
Mstep: Class 20 contains 26770 members 
Mstep: Class 21 contains 157937 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705224.000000 Penalty: 81993.640625
Iteration 380F: 25 clusters Score -1.327052e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158700 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8013 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64120 members 
Mstep: Class 6 contains 120755 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2832 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 39665 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17232 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55522 members 
Mstep: Class 16 contains 172915 members 
Mstep: Class 17 contains 34516 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91417 members 
Mstep: Class 20 contains 26770 members 
Mstep: Class 21 contains 157945 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705152.000000 Penalty: 81993.640625
Iteration 381Q: 25 clusters Score -1.327052e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158721 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8013 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64121 members 
Mstep: Class 6 contains 120751 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2832 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 39660 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17233 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55519 members 
Mstep: Class 16 contains 172910 members 
Mstep: Class 17 contains 34512 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91413 members 
Mstep: Class 20 contains 26767 members 
Mstep: Class 21 contains 157950 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705120.000000 Penalty: 81993.640625
Iteration 382Q: 25 clusters Score -1.327051e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158737 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8013 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64120 members 
Mstep: Class 6 contains 120750 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2832 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 39656 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17235 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55514 members 
Mstep: Class 16 contains 172906 members 
Mstep: Class 17 contains 34513 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91400 members 
Mstep: Class 20 contains 26766 members 
Mstep: Class 21 contains 157960 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705128.000000 Penalty: 81993.640625
Iteration 383Q: 25 clusters Score -1.327051e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158732 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8013 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64119 members 
Mstep: Class 6 contains 120743 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2832 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2210 members 
Mstep: Class 11 contains 39657 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17235 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55514 members 
Mstep: Class 16 contains 172902 members 
Mstep: Class 17 contains 34516 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91397 members 
Mstep: Class 20 contains 26766 members 
Mstep: Class 21 contains 157976 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705152.000000 Penalty: 81993.640625
Iteration 384Q: 25 clusters Score -1.327052e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158740 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8013 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64121 members 
Mstep: Class 6 contains 120740 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2832 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2209 members 
Mstep: Class 11 contains 39656 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17235 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55518 members 
Mstep: Class 16 contains 172902 members 
Mstep: Class 17 contains 34515 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91377 members 
Mstep: Class 20 contains 26769 members 
Mstep: Class 21 contains 157985 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705112.000000 Penalty: 81993.640625
Iteration 385Q: 25 clusters Score -1.327051e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158742 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8012 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64122 members 
Mstep: Class 6 contains 120730 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2832 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2210 members 
Mstep: Class 11 contains 39658 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17236 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55514 members 
Mstep: Class 16 contains 172910 members 
Mstep: Class 17 contains 34510 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91369 members 
Mstep: Class 20 contains 26772 members 
Mstep: Class 21 contains 157995 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705160.000000 Penalty: 81993.640625
Iteration 386Q: 25 clusters Score -1.327052e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158745 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8013 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64132 members 
Mstep: Class 6 contains 120718 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2833 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2209 members 
Mstep: Class 11 contains 39660 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17237 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55513 members 
Mstep: Class 16 contains 172914 members 
Mstep: Class 17 contains 34506 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91365 members 
Mstep: Class 20 contains 26772 members 
Mstep: Class 21 contains 157995 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705136.000000 Penalty: 81993.640625
Iteration 387Q: 25 clusters Score -1.327051e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158757 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8014 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64133 members 
Mstep: Class 6 contains 120710 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2833 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2209 members 
Mstep: Class 11 contains 39654 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17236 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55501 members 
Mstep: Class 16 contains 172911 members 
Mstep: Class 17 contains 34503 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91361 members 
Mstep: Class 20 contains 26776 members 
Mstep: Class 21 contains 158014 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705040.000000 Penalty: 81993.640625
Iteration 388Q: 25 clusters Score -1.32705e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158773 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8013 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64139 members 
Mstep: Class 6 contains 120696 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2833 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2209 members 
Mstep: Class 11 contains 39653 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17236 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55498 members 
Mstep: Class 16 contains 172907 members 
Mstep: Class 17 contains 34501 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91354 members 
Mstep: Class 20 contains 26778 members 
Mstep: Class 21 contains 158022 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705064.000000 Penalty: 81993.640625
Iteration 389Q: 25 clusters Score -1.327051e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158790 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8012 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64139 members 
Mstep: Class 6 contains 120683 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2833 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2209 members 
Mstep: Class 11 contains 39652 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17236 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55498 members 
Mstep: Class 16 contains 172911 members 
Mstep: Class 17 contains 34497 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91337 members 
Mstep: Class 20 contains 26778 members 
Mstep: Class 21 contains 158037 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705200.000000 Penalty: 81993.640625
Iteration 390Q: 25 clusters Score -1.327052e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158805 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8013 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64143 members 
Mstep: Class 6 contains 120665 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2833 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2209 members 
Mstep: Class 11 contains 39652 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17237 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55503 members 
Mstep: Class 16 contains 172919 members 
Mstep: Class 17 contains 34492 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91311 members 
Mstep: Class 20 contains 26777 members 
Mstep: Class 21 contains 158053 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705264.000000 Penalty: 81993.640625
Iteration 391Q: 25 clusters Score -1.327053e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158828 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8013 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64144 members 
Mstep: Class 6 contains 120652 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2833 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2209 members 
Mstep: Class 11 contains 39647 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17234 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55509 members 
Mstep: Class 16 contains 172908 members 
Mstep: Class 17 contains 34489 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91315 members 
Mstep: Class 20 contains 26779 members 
Mstep: Class 21 contains 158052 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705208.000000 Penalty: 81993.640625
Iteration 392Q: 25 clusters Score -1.327052e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158830 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8013 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64146 members 
Mstep: Class 6 contains 120645 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2833 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2209 members 
Mstep: Class 11 contains 39644 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17236 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55513 members 
Mstep: Class 16 contains 172901 members 
Mstep: Class 17 contains 34484 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91317 members 
Mstep: Class 20 contains 26785 members 
Mstep: Class 21 contains 158055 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705288.000000 Penalty: 81993.640625
Iteration 393Q: 25 clusters Score -1.327053e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158825 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8013 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64152 members 
Mstep: Class 6 contains 120630 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2834 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2209 members 
Mstep: Class 11 contains 39645 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17236 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55514 members 
Mstep: Class 16 contains 172894 members 
Mstep: Class 17 contains 34483 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91318 members 
Mstep: Class 20 contains 26790 members 
Mstep: Class 21 contains 158068 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705240.000000 Penalty: 81993.640625
Iteration 394Q: 25 clusters Score -1.327052e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158823 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8014 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64156 members 
Mstep: Class 6 contains 120622 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2836 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2209 members 
Mstep: Class 11 contains 39637 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17236 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55516 members 
Mstep: Class 16 contains 172889 members 
Mstep: Class 17 contains 34480 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91316 members 
Mstep: Class 20 contains 26792 members 
Mstep: Class 21 contains 158085 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705200.000000 Penalty: 81993.640625
Iteration 395Q: 25 clusters Score -1.327052e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158821 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8015 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64162 members 
Mstep: Class 6 contains 120612 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2836 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2209 members 
Mstep: Class 11 contains 39634 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17235 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55519 members 
Mstep: Class 16 contains 172882 members 
Mstep: Class 17 contains 34475 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91312 members 
Mstep: Class 20 contains 26795 members 
Mstep: Class 21 contains 158104 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705208.000000 Penalty: 81993.640625
Iteration 396Q: 25 clusters Score -1.327052e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158825 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8014 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64170 members 
Mstep: Class 6 contains 120601 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2836 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2209 members 
Mstep: Class 11 contains 39635 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17235 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55528 members 
Mstep: Class 16 contains 172868 members 
Mstep: Class 17 contains 34474 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91304 members 
Mstep: Class 20 contains 26795 members 
Mstep: Class 21 contains 158117 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705144.000000 Penalty: 81993.640625
Iteration 397Q: 25 clusters Score -1.327051e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158841 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8015 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64176 members 
Mstep: Class 6 contains 120594 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2836 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2209 members 
Mstep: Class 11 contains 39631 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17235 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55534 members 
Mstep: Class 16 contains 172863 members 
Mstep: Class 17 contains 34470 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91272 members 
Mstep: Class 20 contains 26797 members 
Mstep: Class 21 contains 158138 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705096.000000 Penalty: 81993.640625
Iteration 398Q: 25 clusters Score -1.327051e+08 nChanged 255
Entering ConstructFrom: 
Score: -132705096.000000 Penalty: 81993.640625
Entering ConstructFrom: 
Trying to split cluster 1 (158855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158855 members 
Entering Unmasked Estep 
Score: -22178814.000000 Penalty: 2969.985352
	Iteration 0F: 2 clusters Score -2.217881e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79465 members 
Mstep: Class 2 contains 79390 members 
Entering Unmasked Estep 
Score: -22073206.000000 Penalty: 5939.970703
	Iteration 0F: 3 clusters Score -2.207321e+07 nChanged 76051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80760 members 
Mstep: Class 2 contains 78095 members 
Entering Unmasked Estep 
Score: -22116316.000000 Penalty: 5939.970703
	Iteration 1F: 3 clusters Score -2.211632e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81508 members 
Mstep: Class 2 contains 77347 members 
Entering Unmasked Estep 
Score: -22117088.000000 Penalty: 5939.970703
	Iteration 2Q: 3 clusters Score -2.211709e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82527 members 
Mstep: Class 2 contains 76328 members 
Entering Unmasked Estep 
Score: -22117996.000000 Penalty: 5939.970703
	Iteration 3Q: 3 clusters Score -2.2118e+07 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84237 members 
Mstep: Class 2 contains 74618 members 
Entering Unmasked Estep 
Score: -22119164.000000 Penalty: 5939.970703
	Iteration 4Q: 3 clusters Score -2.211916e+07 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86829 members 
Mstep: Class 2 contains 72026 members 
Entering Unmasked Estep 
Score: -22120828.000000 Penalty: 5939.970703
	Iteration 5Q: 3 clusters Score -2.212083e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90722 members 
Mstep: Class 2 contains 68133 members 
Entering Unmasked Estep 
Score: -22123318.000000 Penalty: 5939.970703
	Iteration 6Q: 3 clusters Score -2.212332e+07 nChanged 7510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96270 members 
Mstep: Class 2 contains 62585 members 
Entering Unmasked Estep 
Score: -22127744.000000 Penalty: 5939.970703
	Iteration 7Q: 3 clusters Score -2.212774e+07 nChanged 9024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103468 members 
Mstep: Class 2 contains 55387 members 
Entering Unmasked Estep 
Score: -22134416.000000 Penalty: 5939.970703
	Iteration 8F: 3 clusters Score -2.213442e+07 nChanged 9853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111649 members 
Mstep: Class 2 contains 47206 members 
Entering Unmasked Estep 
Score: -22142462.000000 Penalty: 5939.970703
	Iteration 9F: 3 clusters Score -2.214246e+07 nChanged 9795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119710 members 
Mstep: Class 2 contains 39145 members 
Entering Unmasked Estep 
Score: -22150480.000000 Penalty: 5939.970703
	Iteration 10F: 3 clusters Score -2.215048e+07 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126447 members 
Mstep: Class 2 contains 32408 members 
Entering Unmasked Estep 
Score: -22157176.000000 Penalty: 5939.970703
	Iteration 11F: 3 clusters Score -2.215718e+07 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131823 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -22161540.000000 Penalty: 5939.970703
	Iteration 12Q: 3 clusters Score -2.216154e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136120 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -22164486.000000 Penalty: 5939.970703
	Iteration 13Q: 3 clusters Score -2.216449e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139807 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -22166530.000000 Penalty: 5939.970703
	Iteration 14Q: 3 clusters Score -2.216653e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143154 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -22168346.000000 Penalty: 5939.970703
	Iteration 15Q: 3 clusters Score -2.216835e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146116 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -22170034.000000 Penalty: 5939.970703
	Iteration 16Q: 3 clusters Score -2.217003e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148792 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -22171568.000000 Penalty: 5939.970703
	Iteration 17Q: 3 clusters Score -2.217157e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151070 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -22172862.000000 Penalty: 5939.970703
	Iteration 18Q: 3 clusters Score -2.217286e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152935 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -22174096.000000 Penalty: 5939.970703
	Iteration 19Q: 3 clusters Score -2.21741e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154330 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -22175056.000000 Penalty: 5939.970703
	Iteration 20F: 3 clusters Score -2.217506e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155326 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -22175732.000000 Penalty: 5939.970703
	Iteration 21Q: 3 clusters Score -2.217573e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156001 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -22176102.000000 Penalty: 5939.970703
	Iteration 22Q: 3 clusters Score -2.21761e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156458 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -22176332.000000 Penalty: 5939.970703
	Iteration 23Q: 3 clusters Score -2.217633e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156769 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -22176462.000000 Penalty: 5939.970703
	Iteration 24Q: 3 clusters Score -2.217646e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157001 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -22176636.000000 Penalty: 5939.970703
	Iteration 25Q: 3 clusters Score -2.217664e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157166 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -22176776.000000 Penalty: 5939.970703
	Iteration 26Q: 3 clusters Score -2.217678e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157290 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -22176812.000000 Penalty: 5939.970703
	Iteration 27Q: 3 clusters Score -2.217681e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157372 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -22176884.000000 Penalty: 5939.970703
	Iteration 28Q: 3 clusters Score -2.217688e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157424 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -22176914.000000 Penalty: 5939.970703
	Iteration 29Q: 3 clusters Score -2.217691e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157453 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -22176948.000000 Penalty: 5939.970703
	Iteration 30Q: 3 clusters Score -2.217695e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157489 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -22177010.000000 Penalty: 5939.970703
	Iteration 31Q: 3 clusters Score -2.217701e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157510 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -22177034.000000 Penalty: 5939.970703
	Iteration 32Q: 3 clusters Score -2.217703e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157526 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -22177066.000000 Penalty: 5939.970703
	Iteration 33Q: 3 clusters Score -2.217707e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157534 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -22177070.000000 Penalty: 5939.970703
	Iteration 34Q: 3 clusters Score -2.217707e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157532 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -22177102.000000 Penalty: 5939.970703
	Iteration 35Q: 3 clusters Score -2.21771e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157533 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -22177102.000000 Penalty: 5939.970703
	Iteration 36Q: 3 clusters Score -2.21771e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157541 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -22177086.000000 Penalty: 5939.970703
	Iteration 37Q: 3 clusters Score -2.217709e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157539 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -22177066.000000 Penalty: 5939.970703
	Iteration 38Q: 3 clusters Score -2.217707e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157542 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -22177070.000000 Penalty: 5939.970703
	Iteration 39Q: 3 clusters Score -2.217707e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157540 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -22177088.000000 Penalty: 5939.970703
	Iteration 40F: 3 clusters Score -2.217709e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157539 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -22177084.000000 Penalty: 5939.970703
	Iteration 41Q: 3 clusters Score -2.217708e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157538 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -22177108.000000 Penalty: 5939.970703
	Iteration 42Q: 3 clusters Score -2.217711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157541 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -22177110.000000 Penalty: 5939.970703
	Iteration 43Q: 3 clusters Score -2.217711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157543 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -22177114.000000 Penalty: 5939.970703
	Iteration 44Q: 3 clusters Score -2.217711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157543 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -22177104.000000 Penalty: 5939.970703
	Iteration 45Q: 3 clusters Score -2.21771e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157541 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -22177118.000000 Penalty: 5939.970703
	Iteration 46Q: 3 clusters Score -2.217712e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157542 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -22177122.000000 Penalty: 5939.970703
	Iteration 47Q: 3 clusters Score -2.217712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157541 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -22177114.000000 Penalty: 5939.970703
	Iteration 48Q: 3 clusters Score -2.217711e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157540 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -22177122.000000 Penalty: 5939.970703
	Iteration 49Q: 3 clusters Score -2.217712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157539 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -22177128.000000 Penalty: 5939.970703
	Iteration 50Q: 3 clusters Score -2.217713e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157539 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -22177114.000000 Penalty: 5939.970703
	Iteration 51Q: 3 clusters Score -2.217711e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157538 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -22177122.000000 Penalty: 5939.970703
	Iteration 52Q: 3 clusters Score -2.217712e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157539 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -22177114.000000 Penalty: 5939.970703
	Iteration 53Q: 3 clusters Score -2.217711e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157539 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -22177114.000000 Penalty: 5939.970703
	Iteration 54F: 3 clusters Score -2.217711e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Entering Unmasked Estep 
Score: -83494.281250 Penalty: 1612.319824
	Iteration 0F: 2 clusters Score -83494.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -81897.781250 Penalty: 3224.639648
	Iteration 0F: 3 clusters Score -81897.78 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -82148.585938 Penalty: 3224.639648
	Iteration 1F: 3 clusters Score -82148.59 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -82232.398438 Penalty: 3224.639648
	Iteration 2F: 3 clusters Score -82232.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -82292.000000 Penalty: 3224.639648
	Iteration 3Q: 3 clusters Score -82292 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -82372.406250 Penalty: 3224.639648
	Iteration 4Q: 3 clusters Score -82372.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -82458.937500 Penalty: 3224.639648
	Iteration 5Q: 3 clusters Score -82458.94 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -82565.898438 Penalty: 3224.639648
	Iteration 6Q: 3 clusters Score -82565.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -82690.929688 Penalty: 3224.639648
	Iteration 7Q: 3 clusters Score -82690.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -82792.687500 Penalty: 3224.639648
	Iteration 8Q: 3 clusters Score -82792.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -82860.523438 Penalty: 3224.639648
	Iteration 9Q: 3 clusters Score -82860.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -82894.531250 Penalty: 3224.639648
	Iteration 10Q: 3 clusters Score -82894.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -82916.625000 Penalty: 3224.639648
	Iteration 11Q: 3 clusters Score -82916.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -82925.257812 Penalty: 3224.639648
	Iteration 12Q: 3 clusters Score -82925.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -82935.429688 Penalty: 3224.639648
	Iteration 13Q: 3 clusters Score -82935.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -82943.875000 Penalty: 3224.639648
	Iteration 14Q: 3 clusters Score -82943.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -82951.531250 Penalty: 3224.639648
	Iteration 15Q: 3 clusters Score -82951.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -82970.289062 Penalty: 3224.639648
	Iteration 16Q: 3 clusters Score -82970.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -82991.179688 Penalty: 3224.639648
	Iteration 17Q: 3 clusters Score -82991.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -83015.132812 Penalty: 3224.639648
	Iteration 18Q: 3 clusters Score -83015.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -83031.554688 Penalty: 3224.639648
	Iteration 19Q: 3 clusters Score -83031.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -83043.750000 Penalty: 3224.639648
	Iteration 20F: 3 clusters Score -83043.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -83078.250000 Penalty: 3224.639648
	Iteration 21Q: 3 clusters Score -83078.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -83100.734375 Penalty: 3224.639648
	Iteration 22Q: 3 clusters Score -83100.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -83107.757812 Penalty: 3224.639648
	Iteration 23Q: 3 clusters Score -83107.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -83151.562500 Penalty: 3224.639648
	Iteration 24Q: 3 clusters Score -83151.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -83158.734375 Penalty: 3224.639648
	Iteration 25Q: 3 clusters Score -83158.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -83159.640625 Penalty: 3224.639648
	Iteration 26Q: 3 clusters Score -83159.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -83161.101562 Penalty: 3224.639648
	Iteration 27Q: 3 clusters Score -83161.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -83161.101562 Penalty: 3224.639648
	Iteration 28F: 3 clusters Score -83161.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Entering Unmasked Estep 
Score: -1083136.750000 Penalty: 2229.289307
	Iteration 0F: 2 clusters Score -1083137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1076669.625000 Penalty: 4458.578613
	Iteration 0F: 3 clusters Score -1076670 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1078508.250000 Penalty: 4458.578613
	Iteration 1F: 3 clusters Score -1078508 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1078872.250000 Penalty: 4458.578613
	Iteration 2F: 3 clusters Score -1078872 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1079194.750000 Penalty: 4458.578613
	Iteration 3F: 3 clusters Score -1079195 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1079541.375000 Penalty: 4458.578613
	Iteration 4F: 3 clusters Score -1079541 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1079972.000000 Penalty: 4458.578613
	Iteration 5F: 3 clusters Score -1079972 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1080450.875000 Penalty: 4458.578613
	Iteration 6F: 3 clusters Score -1080451 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1080906.250000 Penalty: 4458.578613
	Iteration 7F: 3 clusters Score -1080906 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1081230.750000 Penalty: 4458.578613
	Iteration 8F: 3 clusters Score -1081231 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1081447.375000 Penalty: 4458.578613
	Iteration 9Q: 3 clusters Score -1081447 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1081588.250000 Penalty: 4458.578613
	Iteration 10Q: 3 clusters Score -1081588 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1081682.250000 Penalty: 4458.578613
	Iteration 11Q: 3 clusters Score -1081682 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1081740.375000 Penalty: 4458.578613
	Iteration 12Q: 3 clusters Score -1081740 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1081785.125000 Penalty: 4458.578613
	Iteration 13Q: 3 clusters Score -1081785 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1081810.125000 Penalty: 4458.578613
	Iteration 14Q: 3 clusters Score -1081810 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1081834.500000 Penalty: 4458.578613
	Iteration 15Q: 3 clusters Score -1081834 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1081850.500000 Penalty: 4458.578613
	Iteration 16Q: 3 clusters Score -1081850 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1081865.875000 Penalty: 4458.578613
	Iteration 17Q: 3 clusters Score -1081866 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1081882.000000 Penalty: 4458.578613
	Iteration 18Q: 3 clusters Score -1081882 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1081895.750000 Penalty: 4458.578613
	Iteration 19Q: 3 clusters Score -1081896 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1081908.000000 Penalty: 4458.578613
	Iteration 20F: 3 clusters Score -1081908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1081921.000000 Penalty: 4458.578613
	Iteration 21Q: 3 clusters Score -1081921 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1081937.875000 Penalty: 4458.578613
	Iteration 22Q: 3 clusters Score -1081938 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1081964.125000 Penalty: 4458.578613
	Iteration 23Q: 3 clusters Score -1081964 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1081995.125000 Penalty: 4458.578613
	Iteration 24Q: 3 clusters Score -1081995 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1082033.000000 Penalty: 4458.578613
	Iteration 25Q: 3 clusters Score -1082033 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1082082.375000 Penalty: 4458.578613
	Iteration 26Q: 3 clusters Score -1082082 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1082153.375000 Penalty: 4458.578613
	Iteration 27Q: 3 clusters Score -1082153 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1082256.500000 Penalty: 4458.578613
	Iteration 28Q: 3 clusters Score -1082256 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1082362.250000 Penalty: 4458.578613
	Iteration 29Q: 3 clusters Score -1082362 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1082530.750000 Penalty: 4458.578613
	Iteration 30Q: 3 clusters Score -1082531 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1082665.000000 Penalty: 4458.578613
	Iteration 31Q: 3 clusters Score -1082665 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1082739.000000 Penalty: 4458.578613
	Iteration 32Q: 3 clusters Score -1082739 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1082773.750000 Penalty: 4458.578613
	Iteration 33Q: 3 clusters Score -1082774 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1082794.500000 Penalty: 4458.578613
	Iteration 34Q: 3 clusters Score -1082794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1082814.375000 Penalty: 4458.578613
	Iteration 35Q: 3 clusters Score -1082814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1082824.250000 Penalty: 4458.578613
	Iteration 36Q: 3 clusters Score -1082824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1082826.500000 Penalty: 4458.578613
	Iteration 37Q: 3 clusters Score -1082826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1082830.750000 Penalty: 4458.578613
	Iteration 38Q: 3 clusters Score -1082831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1082833.000000 Penalty: 4458.578613
	Iteration 39Q: 3 clusters Score -1082833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1082834.375000 Penalty: 4458.578613
	Iteration 40F: 3 clusters Score -1082834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1082835.250000 Penalty: 4458.578613
	Iteration 41Q: 3 clusters Score -1082835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1082835.125000 Penalty: 4458.578613
	Iteration 42Q: 3 clusters Score -1082835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1082835.125000 Penalty: 4458.578613
	Iteration 43F: 3 clusters Score -1082835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -80229.398438 Penalty: 1586.024902
	Iteration 0F: 2 clusters Score -80229.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -78599.312500 Penalty: 3172.049805
	Iteration 0F: 3 clusters Score -78599.31 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -78791.601562 Penalty: 3172.049805
	Iteration 1F: 3 clusters Score -78791.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -78860.656250 Penalty: 3172.049805
	Iteration 2F: 3 clusters Score -78860.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -78900.750000 Penalty: 3172.049805
	Iteration 3Q: 3 clusters Score -78900.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -78926.718750 Penalty: 3172.049805
	Iteration 4Q: 3 clusters Score -78926.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -78934.125000 Penalty: 3172.049805
	Iteration 5Q: 3 clusters Score -78934.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -78935.890625 Penalty: 3172.049805
	Iteration 6Q: 3 clusters Score -78935.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -78935.890625 Penalty: 3172.049805
	Iteration 7F: 3 clusters Score -78935.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (64183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64183 members 
Entering Unmasked Estep 
Score: -9041163.000000 Penalty: 2745.234375
	Iteration 0F: 2 clusters Score -9041163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 31960 members 
Entering Unmasked Estep 
Score: -8997851.000000 Penalty: 5490.468750
	Iteration 0F: 3 clusters Score -8997851 nChanged 30154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32671 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -9014895.000000 Penalty: 5490.468750
	Iteration 1F: 3 clusters Score -9014895 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -9015584.000000 Penalty: 5490.468750
	Iteration 2Q: 3 clusters Score -9015584 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -9016431.000000 Penalty: 5490.468750
	Iteration 3Q: 3 clusters Score -9016431 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -9017441.000000 Penalty: 5490.468750
	Iteration 4Q: 3 clusters Score -9017441 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -9018642.000000 Penalty: 5490.468750
	Iteration 5Q: 3 clusters Score -9018642 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -9019818.000000 Penalty: 5490.468750
	Iteration 6Q: 3 clusters Score -9019818 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -9020961.000000 Penalty: 5490.468750
	Iteration 7Q: 3 clusters Score -9020961 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -9021935.000000 Penalty: 5490.468750
	Iteration 8Q: 3 clusters Score -9021935 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -9022920.000000 Penalty: 5490.468750
	Iteration 9Q: 3 clusters Score -9022920 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -9024010.000000 Penalty: 5490.468750
	Iteration 10Q: 3 clusters Score -9024010 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -9025043.000000 Penalty: 5490.468750
	Iteration 11Q: 3 clusters Score -9025043 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -9026350.000000 Penalty: 5490.468750
	Iteration 12Q: 3 clusters Score -9026350 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47434 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -9027972.000000 Penalty: 5490.468750
	Iteration 13Q: 3 clusters Score -9027972 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50664 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -9029868.000000 Penalty: 5490.468750
	Iteration 14F: 3 clusters Score -9029868 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53908 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -9031932.000000 Penalty: 5490.468750
	Iteration 15F: 3 clusters Score -9031932 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56900 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -9033998.000000 Penalty: 5490.468750
	Iteration 16Q: 3 clusters Score -9033998 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59287 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -9035657.000000 Penalty: 5490.468750
	Iteration 17Q: 3 clusters Score -9035657 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60998 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -9036876.000000 Penalty: 5490.468750
	Iteration 18Q: 3 clusters Score -9036876 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62066 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -9037680.000000 Penalty: 5490.468750
	Iteration 19Q: 3 clusters Score -9037680 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62689 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -9038198.000000 Penalty: 5490.468750
	Iteration 20F: 3 clusters Score -9038198 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63018 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -9038502.000000 Penalty: 5490.468750
	Iteration 21Q: 3 clusters Score -9038502 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63159 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -9038625.000000 Penalty: 5490.468750
	Iteration 22Q: 3 clusters Score -9038625 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63239 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -9038713.000000 Penalty: 5490.468750
	Iteration 23Q: 3 clusters Score -9038713 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63294 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -9038758.000000 Penalty: 5490.468750
	Iteration 24Q: 3 clusters Score -9038758 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63327 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -9038783.000000 Penalty: 5490.468750
	Iteration 25Q: 3 clusters Score -9038783 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63353 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -9038831.000000 Penalty: 5490.468750
	Iteration 26Q: 3 clusters Score -9038831 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63369 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -9038844.000000 Penalty: 5490.468750
	Iteration 27Q: 3 clusters Score -9038844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63384 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -9038859.000000 Penalty: 5490.468750
	Iteration 28Q: 3 clusters Score -9038859 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63400 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -9038880.000000 Penalty: 5490.468750
	Iteration 29Q: 3 clusters Score -9038880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63408 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -9038872.000000 Penalty: 5490.468750
	Iteration 30Q: 3 clusters Score -9038872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63413 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -9038877.000000 Penalty: 5490.468750
	Iteration 31Q: 3 clusters Score -9038877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63419 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -9038884.000000 Penalty: 5490.468750
	Iteration 32Q: 3 clusters Score -9038884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63424 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -9038883.000000 Penalty: 5490.468750
	Iteration 33Q: 3 clusters Score -9038883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63426 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -9038895.000000 Penalty: 5490.468750
	Iteration 34Q: 3 clusters Score -9038895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63432 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -9038909.000000 Penalty: 5490.468750
	Iteration 35Q: 3 clusters Score -9038909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63438 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -9038921.000000 Penalty: 5490.468750
	Iteration 36Q: 3 clusters Score -9038921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63444 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -9038930.000000 Penalty: 5490.468750
	Iteration 37Q: 3 clusters Score -9038930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63444 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -9038932.000000 Penalty: 5490.468750
	Iteration 38Q: 3 clusters Score -9038932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63447 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -9038938.000000 Penalty: 5490.468750
	Iteration 39Q: 3 clusters Score -9038938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63455 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -9038933.000000 Penalty: 5490.468750
	Iteration 40F: 3 clusters Score -9038933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63461 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -9038940.000000 Penalty: 5490.468750
	Iteration 41Q: 3 clusters Score -9038940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63458 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -9038951.000000 Penalty: 5490.468750
	Iteration 42Q: 3 clusters Score -9038951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63461 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -9038951.000000 Penalty: 5490.468750
	Iteration 43Q: 3 clusters Score -9038951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63461 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -9038951.000000 Penalty: 5490.468750
	Iteration 44Q: 3 clusters Score -9038951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63464 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -9038958.000000 Penalty: 5490.468750
	Iteration 45Q: 3 clusters Score -9038958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63466 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -9038954.000000 Penalty: 5490.468750
	Iteration 46Q: 3 clusters Score -9038954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63466 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -9038954.000000 Penalty: 5490.468750
	Iteration 47F: 3 clusters Score -9038954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (120578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120578 members 
Entering Unmasked Estep 
Score: -17075548.000000 Penalty: 2901.613037
	Iteration 0F: 2 clusters Score -1.707555e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60431 members 
Mstep: Class 2 contains 60147 members 
Entering Unmasked Estep 
Score: -16998116.000000 Penalty: 5803.226074
	Iteration 0F: 3 clusters Score -1.699812e+07 nChanged 57203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62602 members 
Mstep: Class 2 contains 57976 members 
Entering Unmasked Estep 
Score: -17030728.000000 Penalty: 5803.226074
	Iteration 1F: 3 clusters Score -1.703073e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64047 members 
Mstep: Class 2 contains 56531 members 
Entering Unmasked Estep 
Score: -17031360.000000 Penalty: 5803.226074
	Iteration 2Q: 3 clusters Score -1.703136e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66280 members 
Mstep: Class 2 contains 54298 members 
Entering Unmasked Estep 
Score: -17032250.000000 Penalty: 5803.226074
	Iteration 3Q: 3 clusters Score -1.703225e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69613 members 
Mstep: Class 2 contains 50965 members 
Entering Unmasked Estep 
Score: -17033368.000000 Penalty: 5803.226074
	Iteration 4Q: 3 clusters Score -1.703337e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74603 members 
Mstep: Class 2 contains 45975 members 
Entering Unmasked Estep 
Score: -17035488.000000 Penalty: 5803.226074
	Iteration 5Q: 3 clusters Score -1.703549e+07 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81807 members 
Mstep: Class 2 contains 38771 members 
Entering Unmasked Estep 
Score: -17039384.000000 Penalty: 5803.226074
	Iteration 6F: 3 clusters Score -1.703938e+07 nChanged 9789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91588 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -17046528.000000 Penalty: 5803.226074
	Iteration 7F: 3 clusters Score -1.704653e+07 nChanged 11327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102913 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -17056324.000000 Penalty: 5803.226074
	Iteration 8F: 3 clusters Score -1.705632e+07 nChanged 9730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112641 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -17065476.000000 Penalty: 5803.226074
	Iteration 9F: 3 clusters Score -1.706548e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117988 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -17070508.000000 Penalty: 5803.226074
	Iteration 10Q: 3 clusters Score -1.707051e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119670 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -17072218.000000 Penalty: 5803.226074
	Iteration 11Q: 3 clusters Score -1.707222e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120111 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -17072706.000000 Penalty: 5803.226074
	Iteration 12Q: 3 clusters Score -1.707271e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120219 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -17072894.000000 Penalty: 5803.226074
	Iteration 13Q: 3 clusters Score -1.707289e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120257 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -17072988.000000 Penalty: 5803.226074
	Iteration 14Q: 3 clusters Score -1.707299e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120268 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -17073016.000000 Penalty: 5803.226074
	Iteration 15Q: 3 clusters Score -1.707302e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120262 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -17073038.000000 Penalty: 5803.226074
	Iteration 16Q: 3 clusters Score -1.707304e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120260 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -17073058.000000 Penalty: 5803.226074
	Iteration 17Q: 3 clusters Score -1.707306e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120265 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -17073078.000000 Penalty: 5803.226074
	Iteration 18Q: 3 clusters Score -1.707308e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120263 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -17073094.000000 Penalty: 5803.226074
	Iteration 19Q: 3 clusters Score -1.707309e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120263 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -17073116.000000 Penalty: 5803.226074
	Iteration 20F: 3 clusters Score -1.707312e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120261 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -17073138.000000 Penalty: 5803.226074
	Iteration 21Q: 3 clusters Score -1.707314e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120260 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -17073152.000000 Penalty: 5803.226074
	Iteration 22Q: 3 clusters Score -1.707315e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120261 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -17073154.000000 Penalty: 5803.226074
	Iteration 23Q: 3 clusters Score -1.707315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120261 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -17073148.000000 Penalty: 5803.226074
	Iteration 24Q: 3 clusters Score -1.707315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120259 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -17073148.000000 Penalty: 5803.226074
	Iteration 25Q: 3 clusters Score -1.707315e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120258 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -17073156.000000 Penalty: 5803.226074
	Iteration 26Q: 3 clusters Score -1.707316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120257 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -17073162.000000 Penalty: 5803.226074
	Iteration 27Q: 3 clusters Score -1.707316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120252 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -17073172.000000 Penalty: 5803.226074
	Iteration 28Q: 3 clusters Score -1.707317e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120250 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -17073170.000000 Penalty: 5803.226074
	Iteration 29Q: 3 clusters Score -1.707317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120251 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -17073182.000000 Penalty: 5803.226074
	Iteration 30Q: 3 clusters Score -1.707318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120249 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -17073182.000000 Penalty: 5803.226074
	Iteration 31Q: 3 clusters Score -1.707318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120246 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -17073186.000000 Penalty: 5803.226074
	Iteration 32Q: 3 clusters Score -1.707319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120249 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -17073194.000000 Penalty: 5803.226074
	Iteration 33Q: 3 clusters Score -1.707319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120250 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -17073204.000000 Penalty: 5803.226074
	Iteration 34Q: 3 clusters Score -1.70732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120250 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -17073200.000000 Penalty: 5803.226074
	Iteration 35Q: 3 clusters Score -1.70732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120250 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -17073216.000000 Penalty: 5803.226074
	Iteration 36Q: 3 clusters Score -1.707322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120251 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -17073222.000000 Penalty: 5803.226074
	Iteration 37Q: 3 clusters Score -1.707322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120251 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -17073222.000000 Penalty: 5803.226074
	Iteration 38F: 3 clusters Score -1.707322e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Entering Unmasked Estep 
Score: -88087.414062 Penalty: 1661.476196
	Iteration 0F: 2 clusters Score -88087.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -86483.171875 Penalty: 3322.952393
	Iteration 0F: 3 clusters Score -86483.17 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -87362.726562 Penalty: 3322.952393
	Iteration 1F: 3 clusters Score -87362.73 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -87950.007812 Penalty: 3322.952393
	Iteration 2F: 3 clusters Score -87950.01 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -88230.703125 Penalty: 3322.952393
	Iteration 3F: 3 clusters Score -88230.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -88448.398438 Penalty: 3322.952393
	Iteration 4F: 3 clusters Score -88448.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -88816.796875 Penalty: 3322.952393
	Iteration 5F: 3 clusters Score -88816.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -89278.398438 Penalty: 3322.952393
	Iteration 6F: 3 clusters Score -89278.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -89482.210938 Penalty: 3322.952393
	Iteration 7Q: 3 clusters Score -89482.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -89533.750000 Penalty: 3322.952393
	Iteration 8Q: 3 clusters Score -89533.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -89574.250000 Penalty: 3322.952393
	Iteration 9Q: 3 clusters Score -89574.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -89603.148438 Penalty: 3322.952393
	Iteration 10Q: 3 clusters Score -89603.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -89618.898438 Penalty: 3322.952393
	Iteration 11Q: 3 clusters Score -89618.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -89626.039062 Penalty: 3322.952393
	Iteration 12Q: 3 clusters Score -89626.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -89665.585938 Penalty: 3322.952393
	Iteration 13F: 3 clusters Score -89665.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -89799.429688 Penalty: 3322.952393
	Iteration 14Q: 3 clusters Score -89799.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -89799.429688 Penalty: 3322.952393
	Iteration 15F: 3 clusters Score -89799.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158855 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8015 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64183 members 
Mstep: Class 6 contains 120578 members 
Mstep: Class 7 contains 273 members 
Mstep: Class 8 contains 2836 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2209 members 
Mstep: Class 11 contains 39629 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17235 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55540 members 
Mstep: Class 16 contains 172857 members 
Mstep: Class 17 contains 34467 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91262 members 
Mstep: Class 20 contains 26795 members 
Mstep: Class 21 contains 158150 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Mstep: Class 25 contains 539 members 
Entering Unmasked Estep 
Score: -132704960.000000 Penalty: 85410.039062
Splitting cluster 7 changes total score from -132705096.000000 to -132704960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Entering Unmasked Estep 
Score: -378133.906250 Penalty: 1971.637207
	Iteration 0F: 2 clusters Score -378133.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -374980.312500 Penalty: 3943.274414
	Iteration 0F: 3 clusters Score -374980.3 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -375620.343750 Penalty: 3943.274414
	Iteration 1F: 3 clusters Score -375620.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -375784.531250 Penalty: 3943.274414
	Iteration 2F: 3 clusters Score -375784.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -375885.687500 Penalty: 3943.274414
	Iteration 3Q: 3 clusters Score -375885.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -375959.031250 Penalty: 3943.274414
	Iteration 4Q: 3 clusters Score -375959 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -376010.531250 Penalty: 3943.274414
	Iteration 5Q: 3 clusters Score -376010.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -376061.468750 Penalty: 3943.274414
	Iteration 6Q: 3 clusters Score -376061.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -376118.000000 Penalty: 3943.274414
	Iteration 7Q: 3 clusters Score -376118 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -376183.750000 Penalty: 3943.274414
	Iteration 8Q: 3 clusters Score -376183.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -376231.375000 Penalty: 3943.274414
	Iteration 9Q: 3 clusters Score -376231.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -376269.906250 Penalty: 3943.274414
	Iteration 10Q: 3 clusters Score -376269.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -376313.281250 Penalty: 3943.274414
	Iteration 11Q: 3 clusters Score -376313.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -376390.250000 Penalty: 3943.274414
	Iteration 12Q: 3 clusters Score -376390.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -376485.125000 Penalty: 3943.274414
	Iteration 13Q: 3 clusters Score -376485.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -376584.906250 Penalty: 3943.274414
	Iteration 14Q: 3 clusters Score -376584.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -376653.843750 Penalty: 3943.274414
	Iteration 15Q: 3 clusters Score -376653.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -376705.250000 Penalty: 3943.274414
	Iteration 16Q: 3 clusters Score -376705.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -376733.093750 Penalty: 3943.274414
	Iteration 17Q: 3 clusters Score -376733.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -376750.531250 Penalty: 3943.274414
	Iteration 18Q: 3 clusters Score -376750.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -376764.000000 Penalty: 3943.274414
	Iteration 19Q: 3 clusters Score -376764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -376774.187500 Penalty: 3943.274414
	Iteration 20F: 3 clusters Score -376774.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -376782.531250 Penalty: 3943.274414
	Iteration 21Q: 3 clusters Score -376782.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -376787.781250 Penalty: 3943.274414
	Iteration 22Q: 3 clusters Score -376787.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -376793.343750 Penalty: 3943.274414
	Iteration 23Q: 3 clusters Score -376793.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -376795.687500 Penalty: 3943.274414
	Iteration 24Q: 3 clusters Score -376795.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -376796.062500 Penalty: 3943.274414
	Iteration 25Q: 3 clusters Score -376796.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -376796.625000 Penalty: 3943.274414
	Iteration 26Q: 3 clusters Score -376796.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -376798.218750 Penalty: 3943.274414
	Iteration 27Q: 3 clusters Score -376798.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -376799.218750 Penalty: 3943.274414
	Iteration 28Q: 3 clusters Score -376799.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -376801.031250 Penalty: 3943.274414
	Iteration 29Q: 3 clusters Score -376801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -376803.187500 Penalty: 3943.274414
	Iteration 30Q: 3 clusters Score -376803.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -376806.718750 Penalty: 3943.274414
	Iteration 31Q: 3 clusters Score -376806.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -376811.281250 Penalty: 3943.274414
	Iteration 32Q: 3 clusters Score -376811.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -376814.656250 Penalty: 3943.274414
	Iteration 33Q: 3 clusters Score -376814.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -376818.187500 Penalty: 3943.274414
	Iteration 34Q: 3 clusters Score -376818.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -376820.062500 Penalty: 3943.274414
	Iteration 35Q: 3 clusters Score -376820.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -376821.468750 Penalty: 3943.274414
	Iteration 36Q: 3 clusters Score -376821.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -376823.218750 Penalty: 3943.274414
	Iteration 37Q: 3 clusters Score -376823.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -376826.093750 Penalty: 3943.274414
	Iteration 38Q: 3 clusters Score -376826.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -376829.281250 Penalty: 3943.274414
	Iteration 39Q: 3 clusters Score -376829.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -376834.593750 Penalty: 3943.274414
	Iteration 40F: 3 clusters Score -376834.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -376835.968750 Penalty: 3943.274414
	Iteration 41Q: 3 clusters Score -376836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -376836.562500 Penalty: 3943.274414
	Iteration 42Q: 3 clusters Score -376836.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -376837.093750 Penalty: 3943.274414
	Iteration 43Q: 3 clusters Score -376837.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -376838.343750 Penalty: 3943.274414
	Iteration 44Q: 3 clusters Score -376838.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -376840.093750 Penalty: 3943.274414
	Iteration 45Q: 3 clusters Score -376840.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -376843.250000 Penalty: 3943.274414
	Iteration 46Q: 3 clusters Score -376843.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -376847.625000 Penalty: 3943.274414
	Iteration 47Q: 3 clusters Score -376847.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -376850.156250 Penalty: 3943.274414
	Iteration 48Q: 3 clusters Score -376850.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -376854.625000 Penalty: 3943.274414
	Iteration 49Q: 3 clusters Score -376854.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -376858.875000 Penalty: 3943.274414
	Iteration 50Q: 3 clusters Score -376858.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -376865.406250 Penalty: 3943.274414
	Iteration 51Q: 3 clusters Score -376865.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -376868.656250 Penalty: 3943.274414
	Iteration 52Q: 3 clusters Score -376868.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -376871.156250 Penalty: 3943.274414
	Iteration 53Q: 3 clusters Score -376871.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -376875.375000 Penalty: 3943.274414
	Iteration 54Q: 3 clusters Score -376875.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -376877.562500 Penalty: 3943.274414
	Iteration 55Q: 3 clusters Score -376877.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -376880.406250 Penalty: 3943.274414
	Iteration 56Q: 3 clusters Score -376880.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -376883.500000 Penalty: 3943.274414
	Iteration 57Q: 3 clusters Score -376883.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -376885.687500 Penalty: 3943.274414
	Iteration 58Q: 3 clusters Score -376885.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -376888.562500 Penalty: 3943.274414
	Iteration 59Q: 3 clusters Score -376888.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -376895.281250 Penalty: 3943.274414
	Iteration 60F: 3 clusters Score -376895.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -376901.250000 Penalty: 3943.274414
	Iteration 61Q: 3 clusters Score -376901.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -376910.593750 Penalty: 3943.274414
	Iteration 62Q: 3 clusters Score -376910.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -376919.500000 Penalty: 3943.274414
	Iteration 63Q: 3 clusters Score -376919.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -376926.750000 Penalty: 3943.274414
	Iteration 64Q: 3 clusters Score -376926.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -376934.562500 Penalty: 3943.274414
	Iteration 65Q: 3 clusters Score -376934.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -376946.781250 Penalty: 3943.274414
	Iteration 66Q: 3 clusters Score -376946.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -376953.500000 Penalty: 3943.274414
	Iteration 67Q: 3 clusters Score -376953.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -376963.562500 Penalty: 3943.274414
	Iteration 68Q: 3 clusters Score -376963.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -376971.562500 Penalty: 3943.274414
	Iteration 69Q: 3 clusters Score -376971.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -376981.781250 Penalty: 3943.274414
	Iteration 70Q: 3 clusters Score -376981.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -376995.906250 Penalty: 3943.274414
	Iteration 71Q: 3 clusters Score -376995.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -377006.437500 Penalty: 3943.274414
	Iteration 72Q: 3 clusters Score -377006.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -377016.281250 Penalty: 3943.274414
	Iteration 73Q: 3 clusters Score -377016.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -377024.562500 Penalty: 3943.274414
	Iteration 74Q: 3 clusters Score -377024.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -377030.562500 Penalty: 3943.274414
	Iteration 75Q: 3 clusters Score -377030.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -377040.750000 Penalty: 3943.274414
	Iteration 76Q: 3 clusters Score -377040.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -377053.906250 Penalty: 3943.274414
	Iteration 77Q: 3 clusters Score -377053.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -377064.812500 Penalty: 3943.274414
	Iteration 78Q: 3 clusters Score -377064.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -377079.843750 Penalty: 3943.274414
	Iteration 79Q: 3 clusters Score -377079.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -377099.843750 Penalty: 3943.274414
	Iteration 80F: 3 clusters Score -377099.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -377112.937500 Penalty: 3943.274414
	Iteration 81Q: 3 clusters Score -377112.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -377126.156250 Penalty: 3943.274414
	Iteration 82Q: 3 clusters Score -377126.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -377141.781250 Penalty: 3943.274414
	Iteration 83Q: 3 clusters Score -377141.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -377159.375000 Penalty: 3943.274414
	Iteration 84Q: 3 clusters Score -377159.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -377183.250000 Penalty: 3943.274414
	Iteration 85Q: 3 clusters Score -377183.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -377212.406250 Penalty: 3943.274414
	Iteration 86Q: 3 clusters Score -377212.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -377232.093750 Penalty: 3943.274414
	Iteration 87Q: 3 clusters Score -377232.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -377254.281250 Penalty: 3943.274414
	Iteration 88Q: 3 clusters Score -377254.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -377284.031250 Penalty: 3943.274414
	Iteration 89Q: 3 clusters Score -377284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -377311.875000 Penalty: 3943.274414
	Iteration 90Q: 3 clusters Score -377311.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -377341.093750 Penalty: 3943.274414
	Iteration 91Q: 3 clusters Score -377341.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -377366.531250 Penalty: 3943.274414
	Iteration 92Q: 3 clusters Score -377366.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -377396.812500 Penalty: 3943.274414
	Iteration 93Q: 3 clusters Score -377396.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -377421.250000 Penalty: 3943.274414
	Iteration 94Q: 3 clusters Score -377421.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -377433.343750 Penalty: 3943.274414
	Iteration 95Q: 3 clusters Score -377433.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -377441.062500 Penalty: 3943.274414
	Iteration 96Q: 3 clusters Score -377441.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -377443.875000 Penalty: 3943.274414
	Iteration 97Q: 3 clusters Score -377443.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -377443.875000 Penalty: 3943.274414
	Iteration 98F: 3 clusters Score -377443.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -58996.222656 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -58996.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -57526.140625 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -57526.14 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -57999.667969 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -57999.67 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -58273.824219 Penalty: 3092.267822
	Iteration 2F: 3 clusters Score -58273.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -58391.453125 Penalty: 3092.267822
	Iteration 3F: 3 clusters Score -58391.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -58503.523438 Penalty: 3092.267822
	Iteration 4Q: 3 clusters Score -58503.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -58557.437500 Penalty: 3092.267822
	Iteration 5Q: 3 clusters Score -58557.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -58599.132812 Penalty: 3092.267822
	Iteration 6Q: 3 clusters Score -58599.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -58638.527344 Penalty: 3092.267822
	Iteration 7Q: 3 clusters Score -58638.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -58668.640625 Penalty: 3092.267822
	Iteration 8Q: 3 clusters Score -58668.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -58691.816406 Penalty: 3092.267822
	Iteration 9Q: 3 clusters Score -58691.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -58722.890625 Penalty: 3092.267822
	Iteration 10Q: 3 clusters Score -58722.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -58746.148438 Penalty: 3092.267822
	Iteration 11Q: 3 clusters Score -58746.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -58789.433594 Penalty: 3092.267822
	Iteration 12Q: 3 clusters Score -58789.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -58822.996094 Penalty: 3092.267822
	Iteration 13Q: 3 clusters Score -58823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -58840.726562 Penalty: 3092.267822
	Iteration 14Q: 3 clusters Score -58840.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -58853.589844 Penalty: 3092.267822
	Iteration 15Q: 3 clusters Score -58853.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -58858.203125 Penalty: 3092.267822
	Iteration 16Q: 3 clusters Score -58858.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -58860.527344 Penalty: 3092.267822
	Iteration 17Q: 3 clusters Score -58860.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -58865.234375 Penalty: 3092.267822
	Iteration 18Q: 3 clusters Score -58865.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -58870.500000 Penalty: 3092.267822
	Iteration 19Q: 3 clusters Score -58870.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -58880.765625 Penalty: 3092.267822
	Iteration 20F: 3 clusters Score -58880.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -58882.335938 Penalty: 3092.267822
	Iteration 21Q: 3 clusters Score -58882.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -58886.238281 Penalty: 3092.267822
	Iteration 22Q: 3 clusters Score -58886.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -58901.121094 Penalty: 3092.267822
	Iteration 23Q: 3 clusters Score -58901.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -58901.121094 Penalty: 3092.267822
	Iteration 24F: 3 clusters Score -58901.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Entering Unmasked Estep 
Score: -304185.156250 Penalty: 1909.673096
	Iteration 0F: 2 clusters Score -304185.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -301417.718750 Penalty: 3819.346191
	Iteration 0F: 3 clusters Score -301417.7 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -301939.593750 Penalty: 3819.346191
	Iteration 1F: 3 clusters Score -301939.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -302058.531250 Penalty: 3819.346191
	Iteration 2F: 3 clusters Score -302058.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -302147.031250 Penalty: 3819.346191
	Iteration 3Q: 3 clusters Score -302147 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -302210.625000 Penalty: 3819.346191
	Iteration 4Q: 3 clusters Score -302210.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -302245.468750 Penalty: 3819.346191
	Iteration 5Q: 3 clusters Score -302245.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -302268.593750 Penalty: 3819.346191
	Iteration 6Q: 3 clusters Score -302268.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -302281.375000 Penalty: 3819.346191
	Iteration 7Q: 3 clusters Score -302281.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -302297.062500 Penalty: 3819.346191
	Iteration 8Q: 3 clusters Score -302297.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -302313.062500 Penalty: 3819.346191
	Iteration 9Q: 3 clusters Score -302313.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -302332.625000 Penalty: 3819.346191
	Iteration 10Q: 3 clusters Score -302332.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -302351.656250 Penalty: 3819.346191
	Iteration 11Q: 3 clusters Score -302351.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -302365.937500 Penalty: 3819.346191
	Iteration 12Q: 3 clusters Score -302365.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -302383.250000 Penalty: 3819.346191
	Iteration 13Q: 3 clusters Score -302383.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -302399.531250 Penalty: 3819.346191
	Iteration 14Q: 3 clusters Score -302399.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -302412.437500 Penalty: 3819.346191
	Iteration 15Q: 3 clusters Score -302412.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -302424.656250 Penalty: 3819.346191
	Iteration 16Q: 3 clusters Score -302424.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -302440.593750 Penalty: 3819.346191
	Iteration 17Q: 3 clusters Score -302440.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -302454.937500 Penalty: 3819.346191
	Iteration 18Q: 3 clusters Score -302454.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -302472.000000 Penalty: 3819.346191
	Iteration 19Q: 3 clusters Score -302472 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -302491.531250 Penalty: 3819.346191
	Iteration 20F: 3 clusters Score -302491.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -302511.187500 Penalty: 3819.346191
	Iteration 21Q: 3 clusters Score -302511.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -302521.500000 Penalty: 3819.346191
	Iteration 22Q: 3 clusters Score -302521.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -302535.781250 Penalty: 3819.346191
	Iteration 23Q: 3 clusters Score -302535.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -302546.093750 Penalty: 3819.346191
	Iteration 24Q: 3 clusters Score -302546.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -302559.843750 Penalty: 3819.346191
	Iteration 25Q: 3 clusters Score -302559.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -302578.312500 Penalty: 3819.346191
	Iteration 26Q: 3 clusters Score -302578.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -302595.750000 Penalty: 3819.346191
	Iteration 27Q: 3 clusters Score -302595.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -302612.062500 Penalty: 3819.346191
	Iteration 28Q: 3 clusters Score -302612.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -302624.062500 Penalty: 3819.346191
	Iteration 29Q: 3 clusters Score -302624.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -302633.218750 Penalty: 3819.346191
	Iteration 30Q: 3 clusters Score -302633.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -302640.343750 Penalty: 3819.346191
	Iteration 31Q: 3 clusters Score -302640.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -302642.093750 Penalty: 3819.346191
	Iteration 32Q: 3 clusters Score -302642.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -302642.093750 Penalty: 3819.346191
	Iteration 33F: 3 clusters Score -302642.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39629 members 
Entering Unmasked Estep 
Score: -5431587.500000 Penalty: 2625.654541
	Iteration 0F: 2 clusters Score -5431588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -5404421.000000 Penalty: 5251.309082
	Iteration 0F: 3 clusters Score -5404421 nChanged 18303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -5414584.000000 Penalty: 5251.309082
	Iteration 1F: 3 clusters Score -5414584 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -5415113.500000 Penalty: 5251.309082
	Iteration 2Q: 3 clusters Score -5415114 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -5415629.000000 Penalty: 5251.309082
	Iteration 3Q: 3 clusters Score -5415629 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -5416145.000000 Penalty: 5251.309082
	Iteration 4Q: 3 clusters Score -5416145 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -5416689.500000 Penalty: 5251.309082
	Iteration 5Q: 3 clusters Score -5416690 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -5417395.000000 Penalty: 5251.309082
	Iteration 6Q: 3 clusters Score -5417395 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -5418254.500000 Penalty: 5251.309082
	Iteration 7Q: 3 clusters Score -5418254 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -5419407.500000 Penalty: 5251.309082
	Iteration 8Q: 3 clusters Score -5419408 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -5420953.500000 Penalty: 5251.309082
	Iteration 9F: 3 clusters Score -5420954 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31750 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -5422877.500000 Penalty: 5251.309082
	Iteration 10F: 3 clusters Score -5422878 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -5424859.500000 Penalty: 5251.309082
	Iteration 11F: 3 clusters Score -5424860 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -5426547.000000 Penalty: 5251.309082
	Iteration 12F: 3 clusters Score -5426547 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -5427764.000000 Penalty: 5251.309082
	Iteration 13Q: 3 clusters Score -5427764 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38463 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5428507.500000 Penalty: 5251.309082
	Iteration 14Q: 3 clusters Score -5428508 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5428878.500000 Penalty: 5251.309082
	Iteration 15Q: 3 clusters Score -5428878 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5429040.000000 Penalty: 5251.309082
	Iteration 16Q: 3 clusters Score -5429040 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5429115.000000 Penalty: 5251.309082
	Iteration 17Q: 3 clusters Score -5429115 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -5429165.000000 Penalty: 5251.309082
	Iteration 18Q: 3 clusters Score -5429165 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5429197.500000 Penalty: 5251.309082
	Iteration 19Q: 3 clusters Score -5429198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39211 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5429214.500000 Penalty: 5251.309082
	Iteration 20F: 3 clusters Score -5429214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39227 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5429236.500000 Penalty: 5251.309082
	Iteration 21Q: 3 clusters Score -5429236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -5429250.000000 Penalty: 5251.309082
	Iteration 22Q: 3 clusters Score -5429250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5429252.000000 Penalty: 5251.309082
	Iteration 23Q: 3 clusters Score -5429252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39244 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5429258.500000 Penalty: 5251.309082
	Iteration 24Q: 3 clusters Score -5429258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39248 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5429263.500000 Penalty: 5251.309082
	Iteration 25Q: 3 clusters Score -5429264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39249 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5429274.000000 Penalty: 5251.309082
	Iteration 26Q: 3 clusters Score -5429274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5429279.500000 Penalty: 5251.309082
	Iteration 27Q: 3 clusters Score -5429280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5429278.500000 Penalty: 5251.309082
	Iteration 28Q: 3 clusters Score -5429278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5429280.000000 Penalty: 5251.309082
	Iteration 29Q: 3 clusters Score -5429280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39253 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5429279.000000 Penalty: 5251.309082
	Iteration 30Q: 3 clusters Score -5429279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5429285.000000 Penalty: 5251.309082
	Iteration 31Q: 3 clusters Score -5429285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39261 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5429289.000000 Penalty: 5251.309082
	Iteration 32Q: 3 clusters Score -5429289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5429302.000000 Penalty: 5251.309082
	Iteration 33Q: 3 clusters Score -5429302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5429312.500000 Penalty: 5251.309082
	Iteration 34Q: 3 clusters Score -5429312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39274 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5429316.000000 Penalty: 5251.309082
	Iteration 35Q: 3 clusters Score -5429316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5429319.000000 Penalty: 5251.309082
	Iteration 36Q: 3 clusters Score -5429319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39274 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5429321.500000 Penalty: 5251.309082
	Iteration 37Q: 3 clusters Score -5429322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39274 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5429321.500000 Penalty: 5251.309082
	Iteration 38F: 3 clusters Score -5429322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Entering Unmasked Estep 
Score: -543824.750000 Penalty: 2053.427979
	Iteration 0F: 2 clusters Score -543824.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -540009.125000 Penalty: 4106.855957
	Iteration 0F: 3 clusters Score -540009.1 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -540875.687500 Penalty: 4106.855957
	Iteration 1F: 3 clusters Score -540875.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -541056.375000 Penalty: 4106.855957
	Iteration 2F: 3 clusters Score -541056.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -541153.312500 Penalty: 4106.855957
	Iteration 3Q: 3 clusters Score -541153.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -541225.187500 Penalty: 4106.855957
	Iteration 4Q: 3 clusters Score -541225.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -541277.875000 Penalty: 4106.855957
	Iteration 5Q: 3 clusters Score -541277.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -541319.312500 Penalty: 4106.855957
	Iteration 6Q: 3 clusters Score -541319.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -541348.250000 Penalty: 4106.855957
	Iteration 7Q: 3 clusters Score -541348.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -541378.375000 Penalty: 4106.855957
	Iteration 8Q: 3 clusters Score -541378.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -541408.125000 Penalty: 4106.855957
	Iteration 9Q: 3 clusters Score -541408.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -541430.250000 Penalty: 4106.855957
	Iteration 10Q: 3 clusters Score -541430.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -541448.562500 Penalty: 4106.855957
	Iteration 11Q: 3 clusters Score -541448.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -541463.000000 Penalty: 4106.855957
	Iteration 12Q: 3 clusters Score -541463 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -541474.562500 Penalty: 4106.855957
	Iteration 13Q: 3 clusters Score -541474.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -541485.812500 Penalty: 4106.855957
	Iteration 14Q: 3 clusters Score -541485.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -541501.750000 Penalty: 4106.855957
	Iteration 15Q: 3 clusters Score -541501.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -541514.687500 Penalty: 4106.855957
	Iteration 16Q: 3 clusters Score -541514.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -541527.750000 Penalty: 4106.855957
	Iteration 17Q: 3 clusters Score -541527.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -541546.062500 Penalty: 4106.855957
	Iteration 18Q: 3 clusters Score -541546.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -541566.125000 Penalty: 4106.855957
	Iteration 19Q: 3 clusters Score -541566.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -541587.125000 Penalty: 4106.855957
	Iteration 20F: 3 clusters Score -541587.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -541605.875000 Penalty: 4106.855957
	Iteration 21Q: 3 clusters Score -541605.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -541633.687500 Penalty: 4106.855957
	Iteration 22Q: 3 clusters Score -541633.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -541660.312500 Penalty: 4106.855957
	Iteration 23Q: 3 clusters Score -541660.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -541683.250000 Penalty: 4106.855957
	Iteration 24Q: 3 clusters Score -541683.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -541703.687500 Penalty: 4106.855957
	Iteration 25Q: 3 clusters Score -541703.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -541719.312500 Penalty: 4106.855957
	Iteration 26Q: 3 clusters Score -541719.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -541732.937500 Penalty: 4106.855957
	Iteration 27Q: 3 clusters Score -541732.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -541744.562500 Penalty: 4106.855957
	Iteration 28Q: 3 clusters Score -541744.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -541753.062500 Penalty: 4106.855957
	Iteration 29Q: 3 clusters Score -541753.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -541762.875000 Penalty: 4106.855957
	Iteration 30Q: 3 clusters Score -541762.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -541771.687500 Penalty: 4106.855957
	Iteration 31Q: 3 clusters Score -541771.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -541784.937500 Penalty: 4106.855957
	Iteration 32Q: 3 clusters Score -541784.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -541804.562500 Penalty: 4106.855957
	Iteration 33Q: 3 clusters Score -541804.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -541825.375000 Penalty: 4106.855957
	Iteration 34Q: 3 clusters Score -541825.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -541843.375000 Penalty: 4106.855957
	Iteration 35Q: 3 clusters Score -541843.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -541862.187500 Penalty: 4106.855957
	Iteration 36Q: 3 clusters Score -541862.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -541885.875000 Penalty: 4106.855957
	Iteration 37Q: 3 clusters Score -541885.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -541918.125000 Penalty: 4106.855957
	Iteration 38Q: 3 clusters Score -541918.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -541946.625000 Penalty: 4106.855957
	Iteration 39Q: 3 clusters Score -541946.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -541984.062500 Penalty: 4106.855957
	Iteration 40F: 3 clusters Score -541984.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -542018.375000 Penalty: 4106.855957
	Iteration 41Q: 3 clusters Score -542018.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -542046.625000 Penalty: 4106.855957
	Iteration 42Q: 3 clusters Score -542046.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -542077.500000 Penalty: 4106.855957
	Iteration 43Q: 3 clusters Score -542077.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -542107.437500 Penalty: 4106.855957
	Iteration 44Q: 3 clusters Score -542107.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -542130.312500 Penalty: 4106.855957
	Iteration 45Q: 3 clusters Score -542130.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -542148.562500 Penalty: 4106.855957
	Iteration 46Q: 3 clusters Score -542148.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -542164.062500 Penalty: 4106.855957
	Iteration 47Q: 3 clusters Score -542164.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -542181.062500 Penalty: 4106.855957
	Iteration 48Q: 3 clusters Score -542181.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -542193.062500 Penalty: 4106.855957
	Iteration 49Q: 3 clusters Score -542193.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -542198.562500 Penalty: 4106.855957
	Iteration 50Q: 3 clusters Score -542198.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -542203.750000 Penalty: 4106.855957
	Iteration 51Q: 3 clusters Score -542203.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -542208.562500 Penalty: 4106.855957
	Iteration 52Q: 3 clusters Score -542208.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -542210.937500 Penalty: 4106.855957
	Iteration 53Q: 3 clusters Score -542210.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -542213.937500 Penalty: 4106.855957
	Iteration 54Q: 3 clusters Score -542213.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -542219.625000 Penalty: 4106.855957
	Iteration 55Q: 3 clusters Score -542219.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -542224.187500 Penalty: 4106.855957
	Iteration 56Q: 3 clusters Score -542224.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -542225.000000 Penalty: 4106.855957
	Iteration 57Q: 3 clusters Score -542225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -542225.000000 Penalty: 4106.855957
	Iteration 58Q: 3 clusters Score -542225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -542227.187500 Penalty: 4106.855957
	Iteration 59Q: 3 clusters Score -542227.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -542229.687500 Penalty: 4106.855957
	Iteration 60F: 3 clusters Score -542229.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -542236.125000 Penalty: 4106.855957
	Iteration 61Q: 3 clusters Score -542236.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -542247.250000 Penalty: 4106.855957
	Iteration 62Q: 3 clusters Score -542247.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -542254.375000 Penalty: 4106.855957
	Iteration 63Q: 3 clusters Score -542254.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -542263.687500 Penalty: 4106.855957
	Iteration 64Q: 3 clusters Score -542263.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -542274.812500 Penalty: 4106.855957
	Iteration 65Q: 3 clusters Score -542274.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -542288.000000 Penalty: 4106.855957
	Iteration 66Q: 3 clusters Score -542288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -542293.125000 Penalty: 4106.855957
	Iteration 67Q: 3 clusters Score -542293.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -542298.437500 Penalty: 4106.855957
	Iteration 68Q: 3 clusters Score -542298.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -542300.500000 Penalty: 4106.855957
	Iteration 69Q: 3 clusters Score -542300.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -542303.875000 Penalty: 4106.855957
	Iteration 70Q: 3 clusters Score -542303.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -542306.812500 Penalty: 4106.855957
	Iteration 71Q: 3 clusters Score -542306.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -542309.437500 Penalty: 4106.855957
	Iteration 72Q: 3 clusters Score -542309.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -542308.687500 Penalty: 4106.855957
	Iteration 73Q: 3 clusters Score -542308.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -542308.687500 Penalty: 4106.855957
	Iteration 74F: 3 clusters Score -542308.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Entering Unmasked Estep 
Score: -2433270.500000 Penalty: 2419.165039
	Iteration 0F: 2 clusters Score -2433270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2421007.000000 Penalty: 4838.330078
	Iteration 0F: 3 clusters Score -2421007 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -2424941.250000 Penalty: 4838.330078
	Iteration 1F: 3 clusters Score -2424941 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -2425349.500000 Penalty: 4838.330078
	Iteration 2F: 3 clusters Score -2425350 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -2425650.500000 Penalty: 4838.330078
	Iteration 3Q: 3 clusters Score -2425650 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -2425965.250000 Penalty: 4838.330078
	Iteration 4Q: 3 clusters Score -2425965 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -2426325.500000 Penalty: 4838.330078
	Iteration 5Q: 3 clusters Score -2426326 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -2426780.500000 Penalty: 4838.330078
	Iteration 6Q: 3 clusters Score -2426780 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2427341.500000 Penalty: 4838.330078
	Iteration 7F: 3 clusters Score -2427342 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -2427967.000000 Penalty: 4838.330078
	Iteration 8F: 3 clusters Score -2427967 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -2428712.500000 Penalty: 4838.330078
	Iteration 9F: 3 clusters Score -2428712 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -2429486.500000 Penalty: 4838.330078
	Iteration 10F: 3 clusters Score -2429486 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -2430120.500000 Penalty: 4838.330078
	Iteration 11Q: 3 clusters Score -2430120 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -2430516.000000 Penalty: 4838.330078
	Iteration 12Q: 3 clusters Score -2430516 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -2430746.750000 Penalty: 4838.330078
	Iteration 13Q: 3 clusters Score -2430747 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -2430883.750000 Penalty: 4838.330078
	Iteration 14Q: 3 clusters Score -2430884 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -2430972.000000 Penalty: 4838.330078
	Iteration 15Q: 3 clusters Score -2430972 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -2431033.250000 Penalty: 4838.330078
	Iteration 16Q: 3 clusters Score -2431033 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -2431079.500000 Penalty: 4838.330078
	Iteration 17Q: 3 clusters Score -2431080 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -2431109.500000 Penalty: 4838.330078
	Iteration 18Q: 3 clusters Score -2431110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -2431142.500000 Penalty: 4838.330078
	Iteration 19Q: 3 clusters Score -2431142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2431163.750000 Penalty: 4838.330078
	Iteration 20F: 3 clusters Score -2431164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -2431172.750000 Penalty: 4838.330078
	Iteration 21Q: 3 clusters Score -2431173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -2431181.750000 Penalty: 4838.330078
	Iteration 22Q: 3 clusters Score -2431182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -2431190.750000 Penalty: 4838.330078
	Iteration 23Q: 3 clusters Score -2431191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2431195.500000 Penalty: 4838.330078
	Iteration 24Q: 3 clusters Score -2431196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -2431203.750000 Penalty: 4838.330078
	Iteration 25Q: 3 clusters Score -2431204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -2431208.000000 Penalty: 4838.330078
	Iteration 26Q: 3 clusters Score -2431208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -2431208.000000 Penalty: 4838.330078
	Iteration 27Q: 3 clusters Score -2431208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -2431207.250000 Penalty: 4838.330078
	Iteration 28Q: 3 clusters Score -2431207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -2431209.250000 Penalty: 4838.330078
	Iteration 29Q: 3 clusters Score -2431209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -2431207.750000 Penalty: 4838.330078
	Iteration 30Q: 3 clusters Score -2431208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -2431212.250000 Penalty: 4838.330078
	Iteration 31Q: 3 clusters Score -2431212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -2431211.500000 Penalty: 4838.330078
	Iteration 32Q: 3 clusters Score -2431212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -2431213.000000 Penalty: 4838.330078
	Iteration 33Q: 3 clusters Score -2431213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -2431213.000000 Penalty: 4838.330078
	Iteration 34F: 3 clusters Score -2431213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Entering Unmasked Estep 
Score: -79829.023438 Penalty: 1580.159790
	Iteration 0F: 2 clusters Score -79829.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -78215.382812 Penalty: 3160.319580
	Iteration 0F: 3 clusters Score -78215.38 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -78409.445312 Penalty: 3160.319580
	Iteration 1F: 3 clusters Score -78409.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -78474.304688 Penalty: 3160.319580
	Iteration 2F: 3 clusters Score -78474.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -78493.960938 Penalty: 3160.319580
	Iteration 3Q: 3 clusters Score -78493.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -78501.945312 Penalty: 3160.319580
	Iteration 4Q: 3 clusters Score -78501.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -78511.359375 Penalty: 3160.319580
	Iteration 5Q: 3 clusters Score -78511.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -78512.031250 Penalty: 3160.319580
	Iteration 6Q: 3 clusters Score -78512.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -78512.031250 Penalty: 3160.319580
	Iteration 7F: 3 clusters Score -78512.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (55540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55540 members 
Entering Unmasked Estep 
Score: -7839042.500000 Penalty: 2709.364990
	Iteration 0F: 2 clusters Score -7839042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -7801792.500000 Penalty: 5418.729980
	Iteration 0F: 3 clusters Score -7801792 nChanged 25816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -7816167.000000 Penalty: 5418.729980
	Iteration 1F: 3 clusters Score -7816167 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -7817115.000000 Penalty: 5418.729980
	Iteration 2Q: 3 clusters Score -7817115 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29700 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -7818255.500000 Penalty: 5418.729980
	Iteration 3Q: 3 clusters Score -7818256 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -7819633.500000 Penalty: 5418.729980
	Iteration 4F: 3 clusters Score -7819634 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32828 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -7821462.500000 Penalty: 5418.729980
	Iteration 5F: 3 clusters Score -7821462 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -7823674.000000 Penalty: 5418.729980
	Iteration 6F: 3 clusters Score -7823674 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38406 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -7826321.000000 Penalty: 5418.729980
	Iteration 7F: 3 clusters Score -7826321 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -7829110.000000 Penalty: 5418.729980
	Iteration 8F: 3 clusters Score -7829110 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -7831577.000000 Penalty: 5418.729980
	Iteration 9F: 3 clusters Score -7831577 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47057 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -7833414.000000 Penalty: 5418.729980
	Iteration 10Q: 3 clusters Score -7833414 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48967 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -7834862.500000 Penalty: 5418.729980
	Iteration 11Q: 3 clusters Score -7834862 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50491 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -7835987.000000 Penalty: 5418.729980
	Iteration 12Q: 3 clusters Score -7835987 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51648 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -7836915.000000 Penalty: 5418.729980
	Iteration 13Q: 3 clusters Score -7836915 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52485 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -7837507.500000 Penalty: 5418.729980
	Iteration 14Q: 3 clusters Score -7837508 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53056 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -7837881.000000 Penalty: 5418.729980
	Iteration 15Q: 3 clusters Score -7837881 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53479 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -7838168.000000 Penalty: 5418.729980
	Iteration 16Q: 3 clusters Score -7838168 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53740 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -7838288.000000 Penalty: 5418.729980
	Iteration 17Q: 3 clusters Score -7838288 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53914 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -7838366.500000 Penalty: 5418.729980
	Iteration 18Q: 3 clusters Score -7838366 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54012 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -7838399.000000 Penalty: 5418.729980
	Iteration 19Q: 3 clusters Score -7838399 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54085 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -7838431.500000 Penalty: 5418.729980
	Iteration 20F: 3 clusters Score -7838432 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54132 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -7838438.500000 Penalty: 5418.729980
	Iteration 21Q: 3 clusters Score -7838438 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54162 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -7838449.000000 Penalty: 5418.729980
	Iteration 22Q: 3 clusters Score -7838449 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54200 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -7838463.000000 Penalty: 5418.729980
	Iteration 23Q: 3 clusters Score -7838463 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54227 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -7838476.000000 Penalty: 5418.729980
	Iteration 24Q: 3 clusters Score -7838476 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54256 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -7838479.000000 Penalty: 5418.729980
	Iteration 25Q: 3 clusters Score -7838479 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54280 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -7838500.000000 Penalty: 5418.729980
	Iteration 26Q: 3 clusters Score -7838500 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54298 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -7838491.000000 Penalty: 5418.729980
	Iteration 27Q: 3 clusters Score -7838491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54305 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -7838493.500000 Penalty: 5418.729980
	Iteration 28Q: 3 clusters Score -7838494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54314 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -7838500.500000 Penalty: 5418.729980
	Iteration 29Q: 3 clusters Score -7838500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54323 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -7838502.000000 Penalty: 5418.729980
	Iteration 30Q: 3 clusters Score -7838502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54331 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -7838499.000000 Penalty: 5418.729980
	Iteration 31Q: 3 clusters Score -7838499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54336 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -7838498.000000 Penalty: 5418.729980
	Iteration 32Q: 3 clusters Score -7838498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54336 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -7838496.500000 Penalty: 5418.729980
	Iteration 33Q: 3 clusters Score -7838496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54338 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -7838504.000000 Penalty: 5418.729980
	Iteration 34Q: 3 clusters Score -7838504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54340 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -7838501.500000 Penalty: 5418.729980
	Iteration 35Q: 3 clusters Score -7838502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54340 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -7838503.500000 Penalty: 5418.729980
	Iteration 36Q: 3 clusters Score -7838504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54344 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -7838507.500000 Penalty: 5418.729980
	Iteration 37Q: 3 clusters Score -7838508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54346 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -7838511.500000 Penalty: 5418.729980
	Iteration 38Q: 3 clusters Score -7838512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54350 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -7838519.500000 Penalty: 5418.729980
	Iteration 39Q: 3 clusters Score -7838520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54354 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -7838519.500000 Penalty: 5418.729980
	Iteration 40F: 3 clusters Score -7838520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (172857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172857 members 
Entering Unmasked Estep 
Score: -24347120.000000 Penalty: 2990.934570
	Iteration 0F: 2 clusters Score -2.434712e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86595 members 
Mstep: Class 2 contains 86262 members 
Entering Unmasked Estep 
Score: -24238436.000000 Penalty: 5981.869141
	Iteration 0F: 3 clusters Score -2.423844e+07 nChanged 83122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89199 members 
Mstep: Class 2 contains 83658 members 
Entering Unmasked Estep 
Score: -24286678.000000 Penalty: 5981.869141
	Iteration 1F: 3 clusters Score -2.428668e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90802 members 
Mstep: Class 2 contains 82055 members 
Entering Unmasked Estep 
Score: -24287456.000000 Penalty: 5981.869141
	Iteration 2Q: 3 clusters Score -2.428746e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93259 members 
Mstep: Class 2 contains 79598 members 
Entering Unmasked Estep 
Score: -24288354.000000 Penalty: 5981.869141
	Iteration 3Q: 3 clusters Score -2.428835e+07 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97047 members 
Mstep: Class 2 contains 75810 members 
Entering Unmasked Estep 
Score: -24289734.000000 Penalty: 5981.869141
	Iteration 4Q: 3 clusters Score -2.428973e+07 nChanged 7195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102724 members 
Mstep: Class 2 contains 70133 members 
Entering Unmasked Estep 
Score: -24291782.000000 Penalty: 5981.869141
	Iteration 5Q: 3 clusters Score -2.429178e+07 nChanged 8991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110569 members 
Mstep: Class 2 contains 62288 members 
Entering Unmasked Estep 
Score: -24295408.000000 Penalty: 5981.869141
	Iteration 6F: 3 clusters Score -2.429541e+07 nChanged 10916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120549 members 
Mstep: Class 2 contains 52308 members 
Entering Unmasked Estep 
Score: -24300856.000000 Penalty: 5981.869141
	Iteration 7F: 3 clusters Score -2.430086e+07 nChanged 12000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131719 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -24308412.000000 Penalty: 5981.869141
	Iteration 8F: 3 clusters Score -2.430841e+07 nChanged 11240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141967 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -24316904.000000 Penalty: 5981.869141
	Iteration 9F: 3 clusters Score -2.43169e+07 nChanged 8604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149475 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -24324022.000000 Penalty: 5981.869141
	Iteration 10Q: 3 clusters Score -2.432402e+07 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154070 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -24330006.000000 Penalty: 5981.869141
	Iteration 11Q: 3 clusters Score -2.433001e+07 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156969 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -24334978.000000 Penalty: 5981.869141
	Iteration 12Q: 3 clusters Score -2.433498e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159212 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -24337906.000000 Penalty: 5981.869141
	Iteration 13Q: 3 clusters Score -2.433791e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161229 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -24340272.000000 Penalty: 5981.869141
	Iteration 14Q: 3 clusters Score -2.434027e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163082 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -24342142.000000 Penalty: 5981.869141
	Iteration 15Q: 3 clusters Score -2.434214e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164783 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -24343444.000000 Penalty: 5981.869141
	Iteration 16Q: 3 clusters Score -2.434344e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166256 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -24344530.000000 Penalty: 5981.869141
	Iteration 17Q: 3 clusters Score -2.434453e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167455 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -24345294.000000 Penalty: 5981.869141
	Iteration 18Q: 3 clusters Score -2.434529e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168365 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -24345768.000000 Penalty: 5981.869141
	Iteration 19Q: 3 clusters Score -2.434577e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169099 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -24346054.000000 Penalty: 5981.869141
	Iteration 20F: 3 clusters Score -2.434605e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169619 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -24346340.000000 Penalty: 5981.869141
	Iteration 21Q: 3 clusters Score -2.434634e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169991 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -24346530.000000 Penalty: 5981.869141
	Iteration 22Q: 3 clusters Score -2.434653e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170266 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -24346588.000000 Penalty: 5981.869141
	Iteration 23Q: 3 clusters Score -2.434659e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170466 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -24346580.000000 Penalty: 5981.869141
	Iteration 24Q: 3 clusters Score -2.434658e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170612 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -24346550.000000 Penalty: 5981.869141
	Iteration 25Q: 3 clusters Score -2.434655e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170723 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -24346568.000000 Penalty: 5981.869141
	Iteration 26Q: 3 clusters Score -2.434657e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170815 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -24346602.000000 Penalty: 5981.869141
	Iteration 27Q: 3 clusters Score -2.43466e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170894 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -24346588.000000 Penalty: 5981.869141
	Iteration 28Q: 3 clusters Score -2.434659e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170957 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -24346632.000000 Penalty: 5981.869141
	Iteration 29Q: 3 clusters Score -2.434663e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170996 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -24346660.000000 Penalty: 5981.869141
	Iteration 30Q: 3 clusters Score -2.434666e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171037 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -24346646.000000 Penalty: 5981.869141
	Iteration 31Q: 3 clusters Score -2.434665e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171079 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -24346628.000000 Penalty: 5981.869141
	Iteration 32Q: 3 clusters Score -2.434663e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171113 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -24346618.000000 Penalty: 5981.869141
	Iteration 33Q: 3 clusters Score -2.434662e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171145 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -24346638.000000 Penalty: 5981.869141
	Iteration 34Q: 3 clusters Score -2.434664e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171175 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -24346638.000000 Penalty: 5981.869141
	Iteration 35Q: 3 clusters Score -2.434664e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171197 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -24346620.000000 Penalty: 5981.869141
	Iteration 36Q: 3 clusters Score -2.434662e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171212 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -24346632.000000 Penalty: 5981.869141
	Iteration 37Q: 3 clusters Score -2.434663e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171226 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -24346618.000000 Penalty: 5981.869141
	Iteration 38Q: 3 clusters Score -2.434662e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171236 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -24346628.000000 Penalty: 5981.869141
	Iteration 39Q: 3 clusters Score -2.434663e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171247 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -24346658.000000 Penalty: 5981.869141
	Iteration 40F: 3 clusters Score -2.434666e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171254 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -24346638.000000 Penalty: 5981.869141
	Iteration 41Q: 3 clusters Score -2.434664e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171260 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -24346634.000000 Penalty: 5981.869141
	Iteration 42Q: 3 clusters Score -2.434663e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171264 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -24346652.000000 Penalty: 5981.869141
	Iteration 43Q: 3 clusters Score -2.434665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171267 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -24346624.000000 Penalty: 5981.869141
	Iteration 44Q: 3 clusters Score -2.434662e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171271 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -24346628.000000 Penalty: 5981.869141
	Iteration 45Q: 3 clusters Score -2.434663e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171279 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -24346628.000000 Penalty: 5981.869141
	Iteration 46Q: 3 clusters Score -2.434663e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171286 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -24346636.000000 Penalty: 5981.869141
	Iteration 47Q: 3 clusters Score -2.434664e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171291 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -24346640.000000 Penalty: 5981.869141
	Iteration 48Q: 3 clusters Score -2.434664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171296 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -24346660.000000 Penalty: 5981.869141
	Iteration 49Q: 3 clusters Score -2.434666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171297 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -24346654.000000 Penalty: 5981.869141
	Iteration 50Q: 3 clusters Score -2.434665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171298 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -24346650.000000 Penalty: 5981.869141
	Iteration 51Q: 3 clusters Score -2.434665e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171298 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -24346650.000000 Penalty: 5981.869141
	Iteration 52F: 3 clusters Score -2.434665e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (34467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Entering Unmasked Estep 
Score: -4888784.000000 Penalty: 2591.043945
	Iteration 0F: 2 clusters Score -4888784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -4865322.000000 Penalty: 5182.087891
	Iteration 0F: 3 clusters Score -4865322 nChanged 15604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -4873741.500000 Penalty: 5182.087891
	Iteration 1F: 3 clusters Score -4873742 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -4874198.500000 Penalty: 5182.087891
	Iteration 2Q: 3 clusters Score -4874198 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -4874611.500000 Penalty: 5182.087891
	Iteration 3Q: 3 clusters Score -4874612 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -4875020.500000 Penalty: 5182.087891
	Iteration 4Q: 3 clusters Score -4875020 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -4875406.000000 Penalty: 5182.087891
	Iteration 5Q: 3 clusters Score -4875406 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -4875860.000000 Penalty: 5182.087891
	Iteration 6Q: 3 clusters Score -4875860 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -4876461.500000 Penalty: 5182.087891
	Iteration 7Q: 3 clusters Score -4876462 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -4877358.500000 Penalty: 5182.087891
	Iteration 8Q: 3 clusters Score -4877358 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -4878442.000000 Penalty: 5182.087891
	Iteration 9F: 3 clusters Score -4878442 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -4879641.000000 Penalty: 5182.087891
	Iteration 10F: 3 clusters Score -4879641 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -4880821.500000 Penalty: 5182.087891
	Iteration 11Q: 3 clusters Score -4880822 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -4881870.500000 Penalty: 5182.087891
	Iteration 12Q: 3 clusters Score -4881870 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -4882698.500000 Penalty: 5182.087891
	Iteration 13Q: 3 clusters Score -4882698 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -4883343.000000 Penalty: 5182.087891
	Iteration 14Q: 3 clusters Score -4883343 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -4883979.500000 Penalty: 5182.087891
	Iteration 15Q: 3 clusters Score -4883980 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -4884607.500000 Penalty: 5182.087891
	Iteration 16Q: 3 clusters Score -4884608 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -4885163.500000 Penalty: 5182.087891
	Iteration 17Q: 3 clusters Score -4885164 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -4885573.500000 Penalty: 5182.087891
	Iteration 18Q: 3 clusters Score -4885574 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -4885879.500000 Penalty: 5182.087891
	Iteration 19Q: 3 clusters Score -4885880 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -4886106.000000 Penalty: 5182.087891
	Iteration 20F: 3 clusters Score -4886106 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -4886290.000000 Penalty: 5182.087891
	Iteration 21Q: 3 clusters Score -4886290 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -4886421.000000 Penalty: 5182.087891
	Iteration 22Q: 3 clusters Score -4886421 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -4886523.500000 Penalty: 5182.087891
	Iteration 23Q: 3 clusters Score -4886524 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -4886628.500000 Penalty: 5182.087891
	Iteration 24Q: 3 clusters Score -4886628 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -4886728.500000 Penalty: 5182.087891
	Iteration 25Q: 3 clusters Score -4886728 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -4886850.000000 Penalty: 5182.087891
	Iteration 26Q: 3 clusters Score -4886850 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -4886921.500000 Penalty: 5182.087891
	Iteration 27Q: 3 clusters Score -4886922 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -4887011.000000 Penalty: 5182.087891
	Iteration 28Q: 3 clusters Score -4887011 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -4887054.500000 Penalty: 5182.087891
	Iteration 29Q: 3 clusters Score -4887054 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -4887102.500000 Penalty: 5182.087891
	Iteration 30Q: 3 clusters Score -4887102 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -4887135.000000 Penalty: 5182.087891
	Iteration 31Q: 3 clusters Score -4887135 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -4887152.000000 Penalty: 5182.087891
	Iteration 32Q: 3 clusters Score -4887152 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -4887153.500000 Penalty: 5182.087891
	Iteration 33Q: 3 clusters Score -4887154 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -4887163.500000 Penalty: 5182.087891
	Iteration 34Q: 3 clusters Score -4887164 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -4887199.500000 Penalty: 5182.087891
	Iteration 35Q: 3 clusters Score -4887200 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -4887209.500000 Penalty: 5182.087891
	Iteration 36Q: 3 clusters Score -4887210 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -4887227.500000 Penalty: 5182.087891
	Iteration 37Q: 3 clusters Score -4887228 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -4887238.500000 Penalty: 5182.087891
	Iteration 38Q: 3 clusters Score -4887238 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -4887246.000000 Penalty: 5182.087891
	Iteration 39Q: 3 clusters Score -4887246 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -4887253.500000 Penalty: 5182.087891
	Iteration 40F: 3 clusters Score -4887254 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -4887267.000000 Penalty: 5182.087891
	Iteration 41Q: 3 clusters Score -4887267 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -4887258.500000 Penalty: 5182.087891
	Iteration 42Q: 3 clusters Score -4887258 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -4887266.000000 Penalty: 5182.087891
	Iteration 43Q: 3 clusters Score -4887266 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -4887278.000000 Penalty: 5182.087891
	Iteration 44Q: 3 clusters Score -4887278 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -4887270.500000 Penalty: 5182.087891
	Iteration 45Q: 3 clusters Score -4887270 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -4887267.500000 Penalty: 5182.087891
	Iteration 46Q: 3 clusters Score -4887268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -4887271.000000 Penalty: 5182.087891
	Iteration 47Q: 3 clusters Score -4887271 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -4887287.000000 Penalty: 5182.087891
	Iteration 48Q: 3 clusters Score -4887287 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -4887283.000000 Penalty: 5182.087891
	Iteration 49Q: 3 clusters Score -4887283 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -4887286.500000 Penalty: 5182.087891
	Iteration 50Q: 3 clusters Score -4887286 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -4887285.000000 Penalty: 5182.087891
	Iteration 51Q: 3 clusters Score -4887285 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -4887289.000000 Penalty: 5182.087891
	Iteration 52Q: 3 clusters Score -4887289 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -4887289.500000 Penalty: 5182.087891
	Iteration 53Q: 3 clusters Score -4887290 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -4887285.500000 Penalty: 5182.087891
	Iteration 54Q: 3 clusters Score -4887286 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -4887299.000000 Penalty: 5182.087891
	Iteration 55Q: 3 clusters Score -4887299 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -4887293.500000 Penalty: 5182.087891
	Iteration 56Q: 3 clusters Score -4887294 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -4887297.500000 Penalty: 5182.087891
	Iteration 57Q: 3 clusters Score -4887298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -4887316.500000 Penalty: 5182.087891
	Iteration 58Q: 3 clusters Score -4887316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -4887316.500000 Penalty: 5182.087891
	Iteration 59Q: 3 clusters Score -4887316 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -4887302.000000 Penalty: 5182.087891
	Iteration 60F: 3 clusters Score -4887302 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -4887308.000000 Penalty: 5182.087891
	Iteration 61Q: 3 clusters Score -4887308 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -4887309.000000 Penalty: 5182.087891
	Iteration 62Q: 3 clusters Score -4887309 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -4887307.500000 Penalty: 5182.087891
	Iteration 63Q: 3 clusters Score -4887308 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -4887305.500000 Penalty: 5182.087891
	Iteration 64Q: 3 clusters Score -4887306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -4887291.500000 Penalty: 5182.087891
	Iteration 65Q: 3 clusters Score -4887292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -4887309.500000 Penalty: 5182.087891
	Iteration 66Q: 3 clusters Score -4887310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -4887307.000000 Penalty: 5182.087891
	Iteration 67Q: 3 clusters Score -4887307 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -4887298.500000 Penalty: 5182.087891
	Iteration 68Q: 3 clusters Score -4887298 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -4887307.000000 Penalty: 5182.087891
	Iteration 69Q: 3 clusters Score -4887307 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -4887302.000000 Penalty: 5182.087891
	Iteration 70Q: 3 clusters Score -4887302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -4887300.500000 Penalty: 5182.087891
	Iteration 71Q: 3 clusters Score -4887300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -4887292.500000 Penalty: 5182.087891
	Iteration 72Q: 3 clusters Score -4887292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -4887296.500000 Penalty: 5182.087891
	Iteration 73Q: 3 clusters Score -4887296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -4887301.500000 Penalty: 5182.087891
	Iteration 74Q: 3 clusters Score -4887302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -4887303.000000 Penalty: 5182.087891
	Iteration 75Q: 3 clusters Score -4887303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -4887299.000000 Penalty: 5182.087891
	Iteration 76Q: 3 clusters Score -4887299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -4887298.000000 Penalty: 5182.087891
	Iteration 77Q: 3 clusters Score -4887298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -4887300.000000 Penalty: 5182.087891
	Iteration 78Q: 3 clusters Score -4887300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -4887299.000000 Penalty: 5182.087891
	Iteration 79Q: 3 clusters Score -4887299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -4887297.000000 Penalty: 5182.087891
	Iteration 80F: 3 clusters Score -4887297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -4887291.000000 Penalty: 5182.087891
	Iteration 81Q: 3 clusters Score -4887291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -4887291.000000 Penalty: 5182.087891
	Iteration 82F: 3 clusters Score -4887291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Entering Unmasked Estep 
Score: -14274.973633 Penalty: 1235.934448
	Iteration 0F: 2 clusters Score -14274.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -13319.018555 Penalty: 2471.868896
	Iteration 0F: 3 clusters Score -13319.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -13374.796875 Penalty: 2471.868896
	Iteration 1F: 3 clusters Score -13374.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -13391.082031 Penalty: 2471.868896
	Iteration 2Q: 3 clusters Score -13391.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -13391.082031 Penalty: 2471.868896
	Iteration 3F: 3 clusters Score -13391.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (91262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91262 members 
Entering Unmasked Estep 
Score: -12934025.000000 Penalty: 2832.529541
	Iteration 0F: 2 clusters Score -1.293402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45811 members 
Mstep: Class 2 contains 45451 members 
Entering Unmasked Estep 
Score: -12873132.000000 Penalty: 5665.059082
	Iteration 0F: 3 clusters Score -1.287313e+07 nChanged 43024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47947 members 
Mstep: Class 2 contains 43315 members 
Entering Unmasked Estep 
Score: -12898035.000000 Penalty: 5665.059082
	Iteration 1F: 3 clusters Score -1.289804e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49201 members 
Mstep: Class 2 contains 42061 members 
Entering Unmasked Estep 
Score: -12898980.000000 Penalty: 5665.059082
	Iteration 2Q: 3 clusters Score -1.289898e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51082 members 
Mstep: Class 2 contains 40180 members 
Entering Unmasked Estep 
Score: -12900141.000000 Penalty: 5665.059082
	Iteration 3Q: 3 clusters Score -1.290014e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53614 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -12901729.000000 Penalty: 5665.059082
	Iteration 4Q: 3 clusters Score -1.290173e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57202 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -12904115.000000 Penalty: 5665.059082
	Iteration 5F: 3 clusters Score -1.290412e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61955 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -12907765.000000 Penalty: 5665.059082
	Iteration 6F: 3 clusters Score -1.290776e+07 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67673 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -12912769.000000 Penalty: 5665.059082
	Iteration 7F: 3 clusters Score -1.291277e+07 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73223 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -12917940.000000 Penalty: 5665.059082
	Iteration 8F: 3 clusters Score -1.291794e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77805 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -12922615.000000 Penalty: 5665.059082
	Iteration 9F: 3 clusters Score -1.292262e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81073 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -12925756.000000 Penalty: 5665.059082
	Iteration 10Q: 3 clusters Score -1.292576e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83197 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -12927571.000000 Penalty: 5665.059082
	Iteration 11Q: 3 clusters Score -1.292757e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84670 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -12928754.000000 Penalty: 5665.059082
	Iteration 12Q: 3 clusters Score -1.292875e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85811 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -12929363.000000 Penalty: 5665.059082
	Iteration 13Q: 3 clusters Score -1.292936e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86733 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -12929950.000000 Penalty: 5665.059082
	Iteration 14Q: 3 clusters Score -1.292995e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87462 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -12930323.000000 Penalty: 5665.059082
	Iteration 15Q: 3 clusters Score -1.293032e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88046 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -12930589.000000 Penalty: 5665.059082
	Iteration 16Q: 3 clusters Score -1.293059e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88486 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -12930785.000000 Penalty: 5665.059082
	Iteration 17Q: 3 clusters Score -1.293078e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88816 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -12930933.000000 Penalty: 5665.059082
	Iteration 18Q: 3 clusters Score -1.293093e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89073 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -12931101.000000 Penalty: 5665.059082
	Iteration 19Q: 3 clusters Score -1.29311e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89287 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -12931227.000000 Penalty: 5665.059082
	Iteration 20F: 3 clusters Score -1.293123e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89444 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -12931324.000000 Penalty: 5665.059082
	Iteration 21Q: 3 clusters Score -1.293132e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89580 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -12931374.000000 Penalty: 5665.059082
	Iteration 22Q: 3 clusters Score -1.293137e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89685 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -12931415.000000 Penalty: 5665.059082
	Iteration 23Q: 3 clusters Score -1.293142e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89774 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -12931456.000000 Penalty: 5665.059082
	Iteration 24Q: 3 clusters Score -1.293146e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89834 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -12931470.000000 Penalty: 5665.059082
	Iteration 25Q: 3 clusters Score -1.293147e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89882 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -12931481.000000 Penalty: 5665.059082
	Iteration 26Q: 3 clusters Score -1.293148e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89927 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -12931499.000000 Penalty: 5665.059082
	Iteration 27Q: 3 clusters Score -1.29315e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89970 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -12931523.000000 Penalty: 5665.059082
	Iteration 28Q: 3 clusters Score -1.293152e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89996 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -12931530.000000 Penalty: 5665.059082
	Iteration 29Q: 3 clusters Score -1.293153e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90018 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -12931551.000000 Penalty: 5665.059082
	Iteration 30Q: 3 clusters Score -1.293155e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90047 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -12931579.000000 Penalty: 5665.059082
	Iteration 31Q: 3 clusters Score -1.293158e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90070 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -12931586.000000 Penalty: 5665.059082
	Iteration 32Q: 3 clusters Score -1.293159e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90088 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -12931591.000000 Penalty: 5665.059082
	Iteration 33Q: 3 clusters Score -1.293159e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90104 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -12931590.000000 Penalty: 5665.059082
	Iteration 34Q: 3 clusters Score -1.293159e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90115 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -12931608.000000 Penalty: 5665.059082
	Iteration 35Q: 3 clusters Score -1.293161e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90132 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -12931608.000000 Penalty: 5665.059082
	Iteration 36Q: 3 clusters Score -1.293161e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90144 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -12931603.000000 Penalty: 5665.059082
	Iteration 37Q: 3 clusters Score -1.29316e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90161 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -12931621.000000 Penalty: 5665.059082
	Iteration 38Q: 3 clusters Score -1.293162e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90179 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -12931636.000000 Penalty: 5665.059082
	Iteration 39Q: 3 clusters Score -1.293164e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90203 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -12931640.000000 Penalty: 5665.059082
	Iteration 40F: 3 clusters Score -1.293164e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90223 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -12931668.000000 Penalty: 5665.059082
	Iteration 41Q: 3 clusters Score -1.293167e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90241 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -12931686.000000 Penalty: 5665.059082
	Iteration 42Q: 3 clusters Score -1.293169e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90250 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -12931686.000000 Penalty: 5665.059082
	Iteration 43Q: 3 clusters Score -1.293169e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90257 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -12931685.000000 Penalty: 5665.059082
	Iteration 44Q: 3 clusters Score -1.293168e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90257 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -12931680.000000 Penalty: 5665.059082
	Iteration 45Q: 3 clusters Score -1.293168e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90260 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -12931679.000000 Penalty: 5665.059082
	Iteration 46Q: 3 clusters Score -1.293168e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90265 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -12931690.000000 Penalty: 5665.059082
	Iteration 47Q: 3 clusters Score -1.293169e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90272 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -12931683.000000 Penalty: 5665.059082
	Iteration 48Q: 3 clusters Score -1.293168e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90282 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -12931686.000000 Penalty: 5665.059082
	Iteration 49Q: 3 clusters Score -1.293169e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90289 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -12931697.000000 Penalty: 5665.059082
	Iteration 50Q: 3 clusters Score -1.29317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90292 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -12931705.000000 Penalty: 5665.059082
	Iteration 51Q: 3 clusters Score -1.29317e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90294 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -12931703.000000 Penalty: 5665.059082
	Iteration 52Q: 3 clusters Score -1.29317e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90296 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -12931702.000000 Penalty: 5665.059082
	Iteration 53Q: 3 clusters Score -1.29317e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90297 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -12931697.000000 Penalty: 5665.059082
	Iteration 54Q: 3 clusters Score -1.29317e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90298 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -12931705.000000 Penalty: 5665.059082
	Iteration 55Q: 3 clusters Score -1.29317e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90298 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -12931705.000000 Penalty: 5665.059082
	Iteration 56F: 3 clusters Score -1.29317e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Entering Unmasked Estep 
Score: -3813192.250000 Penalty: 2528.600586
	Iteration 0F: 2 clusters Score -3813192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -3794746.500000 Penalty: 5057.201172
	Iteration 0F: 3 clusters Score -3794746 nChanged 11959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -3801141.750000 Penalty: 5057.201172
	Iteration 1F: 3 clusters Score -3801142 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -3801534.750000 Penalty: 5057.201172
	Iteration 2Q: 3 clusters Score -3801535 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -3801870.000000 Penalty: 5057.201172
	Iteration 3Q: 3 clusters Score -3801870 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -3802230.000000 Penalty: 5057.201172
	Iteration 4Q: 3 clusters Score -3802230 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -3802622.000000 Penalty: 5057.201172
	Iteration 5Q: 3 clusters Score -3802622 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -3803200.750000 Penalty: 5057.201172
	Iteration 6Q: 3 clusters Score -3803201 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -3804071.750000 Penalty: 5057.201172
	Iteration 7F: 3 clusters Score -3804072 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -3805373.750000 Penalty: 5057.201172
	Iteration 8F: 3 clusters Score -3805374 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -3807033.750000 Penalty: 5057.201172
	Iteration 9F: 3 clusters Score -3807034 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -3808727.000000 Penalty: 5057.201172
	Iteration 10F: 3 clusters Score -3808727 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -3809902.500000 Penalty: 5057.201172
	Iteration 11Q: 3 clusters Score -3809902 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -3810478.500000 Penalty: 5057.201172
	Iteration 12Q: 3 clusters Score -3810478 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -3810715.250000 Penalty: 5057.201172
	Iteration 13Q: 3 clusters Score -3810715 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -3810871.000000 Penalty: 5057.201172
	Iteration 14Q: 3 clusters Score -3810871 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -3810949.750000 Penalty: 5057.201172
	Iteration 15Q: 3 clusters Score -3810950 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -3811007.000000 Penalty: 5057.201172
	Iteration 16Q: 3 clusters Score -3811007 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -3811039.000000 Penalty: 5057.201172
	Iteration 17Q: 3 clusters Score -3811039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -3811062.750000 Penalty: 5057.201172
	Iteration 18Q: 3 clusters Score -3811063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -3811072.000000 Penalty: 5057.201172
	Iteration 19Q: 3 clusters Score -3811072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -3811077.000000 Penalty: 5057.201172
	Iteration 20F: 3 clusters Score -3811077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -3811085.500000 Penalty: 5057.201172
	Iteration 21Q: 3 clusters Score -3811086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -3811086.500000 Penalty: 5057.201172
	Iteration 22Q: 3 clusters Score -3811086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -3811086.500000 Penalty: 5057.201172
	Iteration 23F: 3 clusters Score -3811086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (158150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158150 members 
Entering Unmasked Estep 
Score: -22078308.000000 Penalty: 2968.882080
	Iteration 0F: 2 clusters Score -2.207831e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78842 members 
Mstep: Class 2 contains 79308 members 
Entering Unmasked Estep 
Score: -21972952.000000 Penalty: 5937.764160
	Iteration 0F: 3 clusters Score -2.197295e+07 nChanged 75741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76177 members 
Mstep: Class 2 contains 81973 members 
Entering Unmasked Estep 
Score: -22017876.000000 Penalty: 5937.764160
	Iteration 1F: 3 clusters Score -2.201788e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74816 members 
Mstep: Class 2 contains 83334 members 
Entering Unmasked Estep 
Score: -22019514.000000 Penalty: 5937.764160
	Iteration 2Q: 3 clusters Score -2.201951e+07 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72886 members 
Mstep: Class 2 contains 85264 members 
Entering Unmasked Estep 
Score: -22021576.000000 Penalty: 5937.764160
	Iteration 3Q: 3 clusters Score -2.202158e+07 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70203 members 
Mstep: Class 2 contains 87947 members 
Entering Unmasked Estep 
Score: -22024628.000000 Penalty: 5937.764160
	Iteration 4Q: 3 clusters Score -2.202463e+07 nChanged 7376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67017 members 
Mstep: Class 2 contains 91133 members 
Entering Unmasked Estep 
Score: -22028926.000000 Penalty: 5937.764160
	Iteration 5Q: 3 clusters Score -2.202893e+07 nChanged 8234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63315 members 
Mstep: Class 2 contains 94835 members 
Entering Unmasked Estep 
Score: -22034188.000000 Penalty: 5937.764160
	Iteration 6F: 3 clusters Score -2.203419e+07 nChanged 8929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59530 members 
Mstep: Class 2 contains 98620 members 
Entering Unmasked Estep 
Score: -22040064.000000 Penalty: 5937.764160
	Iteration 7F: 3 clusters Score -2.204006e+07 nChanged 8929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56023 members 
Mstep: Class 2 contains 102127 members 
Entering Unmasked Estep 
Score: -22045524.000000 Penalty: 5937.764160
	Iteration 8F: 3 clusters Score -2.204552e+07 nChanged 8461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53088 members 
Mstep: Class 2 contains 105062 members 
Entering Unmasked Estep 
Score: -22050676.000000 Penalty: 5937.764160
	Iteration 9F: 3 clusters Score -2.205068e+07 nChanged 7460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50850 members 
Mstep: Class 2 contains 107300 members 
Entering Unmasked Estep 
Score: -22054544.000000 Penalty: 5937.764160
	Iteration 10Q: 3 clusters Score -2.205454e+07 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49334 members 
Mstep: Class 2 contains 108816 members 
Entering Unmasked Estep 
Score: -22057354.000000 Penalty: 5937.764160
	Iteration 11Q: 3 clusters Score -2.205735e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 110153 members 
Entering Unmasked Estep 
Score: -22058928.000000 Penalty: 5937.764160
	Iteration 12Q: 3 clusters Score -2.205893e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46754 members 
Mstep: Class 2 contains 111396 members 
Entering Unmasked Estep 
Score: -22059776.000000 Penalty: 5937.764160
	Iteration 13Q: 3 clusters Score -2.205978e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 112649 members 
Entering Unmasked Estep 
Score: -22060342.000000 Penalty: 5937.764160
	Iteration 14Q: 3 clusters Score -2.206034e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 113921 members 
Entering Unmasked Estep 
Score: -22060756.000000 Penalty: 5937.764160
	Iteration 15Q: 3 clusters Score -2.206076e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42969 members 
Mstep: Class 2 contains 115181 members 
Entering Unmasked Estep 
Score: -22061176.000000 Penalty: 5937.764160
	Iteration 16Q: 3 clusters Score -2.206118e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Mstep: Class 2 contains 116399 members 
Entering Unmasked Estep 
Score: -22061756.000000 Penalty: 5937.764160
	Iteration 17Q: 3 clusters Score -2.206176e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 117582 members 
Entering Unmasked Estep 
Score: -22062218.000000 Penalty: 5937.764160
	Iteration 18Q: 3 clusters Score -2.206222e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 118752 members 
Entering Unmasked Estep 
Score: -22062600.000000 Penalty: 5937.764160
	Iteration 19Q: 3 clusters Score -2.20626e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 119922 members 
Entering Unmasked Estep 
Score: -22062938.000000 Penalty: 5937.764160
	Iteration 20F: 3 clusters Score -2.206294e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36968 members 
Mstep: Class 2 contains 121182 members 
Entering Unmasked Estep 
Score: -22063430.000000 Penalty: 5937.764160
	Iteration 21Q: 3 clusters Score -2.206343e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 122420 members 
Entering Unmasked Estep 
Score: -22063724.000000 Penalty: 5937.764160
	Iteration 22Q: 3 clusters Score -2.206372e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 123663 members 
Entering Unmasked Estep 
Score: -22064086.000000 Penalty: 5937.764160
	Iteration 23Q: 3 clusters Score -2.206409e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33246 members 
Mstep: Class 2 contains 124904 members 
Entering Unmasked Estep 
Score: -22064384.000000 Penalty: 5937.764160
	Iteration 24Q: 3 clusters Score -2.206438e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 126177 members 
Entering Unmasked Estep 
Score: -22064776.000000 Penalty: 5937.764160
	Iteration 25Q: 3 clusters Score -2.206478e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 127484 members 
Entering Unmasked Estep 
Score: -22065248.000000 Penalty: 5937.764160
	Iteration 26Q: 3 clusters Score -2.206525e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 128854 members 
Entering Unmasked Estep 
Score: -22065612.000000 Penalty: 5937.764160
	Iteration 27Q: 3 clusters Score -2.206561e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 130228 members 
Entering Unmasked Estep 
Score: -22066076.000000 Penalty: 5937.764160
	Iteration 28Q: 3 clusters Score -2.206608e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 131652 members 
Entering Unmasked Estep 
Score: -22066442.000000 Penalty: 5937.764160
	Iteration 29Q: 3 clusters Score -2.206644e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 133077 members 
Entering Unmasked Estep 
Score: -22066906.000000 Penalty: 5937.764160
	Iteration 30Q: 3 clusters Score -2.206691e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 134543 members 
Entering Unmasked Estep 
Score: -22067454.000000 Penalty: 5937.764160
	Iteration 31Q: 3 clusters Score -2.206745e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 136062 members 
Entering Unmasked Estep 
Score: -22067886.000000 Penalty: 5937.764160
	Iteration 32Q: 3 clusters Score -2.206789e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 137549 members 
Entering Unmasked Estep 
Score: -22068444.000000 Penalty: 5937.764160
	Iteration 33Q: 3 clusters Score -2.206844e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 139028 members 
Entering Unmasked Estep 
Score: -22069008.000000 Penalty: 5937.764160
	Iteration 34Q: 3 clusters Score -2.206901e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 140470 members 
Entering Unmasked Estep 
Score: -22069482.000000 Penalty: 5937.764160
	Iteration 35Q: 3 clusters Score -2.206948e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 141872 members 
Entering Unmasked Estep 
Score: -22069992.000000 Penalty: 5937.764160
	Iteration 36Q: 3 clusters Score -2.206999e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 143218 members 
Entering Unmasked Estep 
Score: -22070428.000000 Penalty: 5937.764160
	Iteration 37Q: 3 clusters Score -2.207043e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 144562 members 
Entering Unmasked Estep 
Score: -22070934.000000 Penalty: 5937.764160
	Iteration 38Q: 3 clusters Score -2.207093e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 145891 members 
Entering Unmasked Estep 
Score: -22071402.000000 Penalty: 5937.764160
	Iteration 39Q: 3 clusters Score -2.20714e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 147179 members 
Entering Unmasked Estep 
Score: -22071880.000000 Penalty: 5937.764160
	Iteration 40F: 3 clusters Score -2.207188e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 148374 members 
Entering Unmasked Estep 
Score: -22072378.000000 Penalty: 5937.764160
	Iteration 41Q: 3 clusters Score -2.207238e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 149476 members 
Entering Unmasked Estep 
Score: -22072760.000000 Penalty: 5937.764160
	Iteration 42Q: 3 clusters Score -2.207276e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 150479 members 
Entering Unmasked Estep 
Score: -22073170.000000 Penalty: 5937.764160
	Iteration 43Q: 3 clusters Score -2.207317e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 151401 members 
Entering Unmasked Estep 
Score: -22073570.000000 Penalty: 5937.764160
	Iteration 44Q: 3 clusters Score -2.207357e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 152236 members 
Entering Unmasked Estep 
Score: -22073908.000000 Penalty: 5937.764160
	Iteration 45Q: 3 clusters Score -2.207391e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 152976 members 
Entering Unmasked Estep 
Score: -22074214.000000 Penalty: 5937.764160
	Iteration 46Q: 3 clusters Score -2.207421e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 153597 members 
Entering Unmasked Estep 
Score: -22074350.000000 Penalty: 5937.764160
	Iteration 47Q: 3 clusters Score -2.207435e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 154115 members 
Entering Unmasked Estep 
Score: -22074594.000000 Penalty: 5937.764160
	Iteration 48Q: 3 clusters Score -2.207459e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 154542 members 
Entering Unmasked Estep 
Score: -22074790.000000 Penalty: 5937.764160
	Iteration 49Q: 3 clusters Score -2.207479e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 154889 members 
Entering Unmasked Estep 
Score: -22074904.000000 Penalty: 5937.764160
	Iteration 50Q: 3 clusters Score -2.20749e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 155214 members 
Entering Unmasked Estep 
Score: -22075050.000000 Penalty: 5937.764160
	Iteration 51Q: 3 clusters Score -2.207505e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 155463 members 
Entering Unmasked Estep 
Score: -22075150.000000 Penalty: 5937.764160
	Iteration 52Q: 3 clusters Score -2.207515e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 155680 members 
Entering Unmasked Estep 
Score: -22075234.000000 Penalty: 5937.764160
	Iteration 53Q: 3 clusters Score -2.207523e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 155863 members 
Entering Unmasked Estep 
Score: -22075322.000000 Penalty: 5937.764160
	Iteration 54Q: 3 clusters Score -2.207532e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 156011 members 
Entering Unmasked Estep 
Score: -22075372.000000 Penalty: 5937.764160
	Iteration 55Q: 3 clusters Score -2.207537e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 156147 members 
Entering Unmasked Estep 
Score: -22075458.000000 Penalty: 5937.764160
	Iteration 56Q: 3 clusters Score -2.207546e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 156243 members 
Entering Unmasked Estep 
Score: -22075500.000000 Penalty: 5937.764160
	Iteration 57Q: 3 clusters Score -2.20755e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 156332 members 
Entering Unmasked Estep 
Score: -22075564.000000 Penalty: 5937.764160
	Iteration 58Q: 3 clusters Score -2.207556e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 156412 members 
Entering Unmasked Estep 
Score: -22075622.000000 Penalty: 5937.764160
	Iteration 59Q: 3 clusters Score -2.207562e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 156482 members 
Entering Unmasked Estep 
Score: -22075644.000000 Penalty: 5937.764160
	Iteration 60F: 3 clusters Score -2.207564e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 156530 members 
Entering Unmasked Estep 
Score: -22075676.000000 Penalty: 5937.764160
	Iteration 61Q: 3 clusters Score -2.207568e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 156570 members 
Entering Unmasked Estep 
Score: -22075732.000000 Penalty: 5937.764160
	Iteration 62Q: 3 clusters Score -2.207573e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 156619 members 
Entering Unmasked Estep 
Score: -22075736.000000 Penalty: 5937.764160
	Iteration 63Q: 3 clusters Score -2.207574e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 156667 members 
Entering Unmasked Estep 
Score: -22075742.000000 Penalty: 5937.764160
	Iteration 64Q: 3 clusters Score -2.207574e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 156708 members 
Entering Unmasked Estep 
Score: -22075772.000000 Penalty: 5937.764160
	Iteration 65Q: 3 clusters Score -2.207577e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 156736 members 
Entering Unmasked Estep 
Score: -22075774.000000 Penalty: 5937.764160
	Iteration 66Q: 3 clusters Score -2.207577e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 156760 members 
Entering Unmasked Estep 
Score: -22075768.000000 Penalty: 5937.764160
	Iteration 67Q: 3 clusters Score -2.207577e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 156788 members 
Entering Unmasked Estep 
Score: -22075786.000000 Penalty: 5937.764160
	Iteration 68Q: 3 clusters Score -2.207579e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 156812 members 
Entering Unmasked Estep 
Score: -22075804.000000 Penalty: 5937.764160
	Iteration 69Q: 3 clusters Score -2.20758e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 156837 members 
Entering Unmasked Estep 
Score: -22075820.000000 Penalty: 5937.764160
	Iteration 70Q: 3 clusters Score -2.207582e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 156860 members 
Entering Unmasked Estep 
Score: -22075842.000000 Penalty: 5937.764160
	Iteration 71Q: 3 clusters Score -2.207584e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 156888 members 
Entering Unmasked Estep 
Score: -22075822.000000 Penalty: 5937.764160
	Iteration 72Q: 3 clusters Score -2.207582e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 156905 members 
Entering Unmasked Estep 
Score: -22075842.000000 Penalty: 5937.764160
	Iteration 73Q: 3 clusters Score -2.207584e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 156921 members 
Entering Unmasked Estep 
Score: -22075862.000000 Penalty: 5937.764160
	Iteration 74Q: 3 clusters Score -2.207586e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 156935 members 
Entering Unmasked Estep 
Score: -22075854.000000 Penalty: 5937.764160
	Iteration 75Q: 3 clusters Score -2.207585e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 156946 members 
Entering Unmasked Estep 
Score: -22075854.000000 Penalty: 5937.764160
	Iteration 76Q: 3 clusters Score -2.207585e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 156961 members 
Entering Unmasked Estep 
Score: -22075878.000000 Penalty: 5937.764160
	Iteration 77Q: 3 clusters Score -2.207588e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 156976 members 
Entering Unmasked Estep 
Score: -22075878.000000 Penalty: 5937.764160
	Iteration 78Q: 3 clusters Score -2.207588e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 156988 members 
Entering Unmasked Estep 
Score: -22075890.000000 Penalty: 5937.764160
	Iteration 79Q: 3 clusters Score -2.207589e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 157003 members 
Entering Unmasked Estep 
Score: -22075876.000000 Penalty: 5937.764160
	Iteration 80F: 3 clusters Score -2.207588e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 157009 members 
Entering Unmasked Estep 
Score: -22075890.000000 Penalty: 5937.764160
	Iteration 81Q: 3 clusters Score -2.207589e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 157021 members 
Entering Unmasked Estep 
Score: -22075882.000000 Penalty: 5937.764160
	Iteration 82Q: 3 clusters Score -2.207588e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 157032 members 
Entering Unmasked Estep 
Score: -22075902.000000 Penalty: 5937.764160
	Iteration 83Q: 3 clusters Score -2.20759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 157040 members 
Entering Unmasked Estep 
Score: -22075894.000000 Penalty: 5937.764160
	Iteration 84Q: 3 clusters Score -2.207589e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 157043 members 
Entering Unmasked Estep 
Score: -22075900.000000 Penalty: 5937.764160
	Iteration 85Q: 3 clusters Score -2.20759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 157046 members 
Entering Unmasked Estep 
Score: -22075892.000000 Penalty: 5937.764160
	Iteration 86Q: 3 clusters Score -2.207589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 157046 members 
Entering Unmasked Estep 
Score: -22075904.000000 Penalty: 5937.764160
	Iteration 87Q: 3 clusters Score -2.20759e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 157049 members 
Entering Unmasked Estep 
Score: -22075904.000000 Penalty: 5937.764160
	Iteration 88Q: 3 clusters Score -2.20759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 157055 members 
Entering Unmasked Estep 
Score: -22075900.000000 Penalty: 5937.764160
	Iteration 89Q: 3 clusters Score -2.20759e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 157059 members 
Entering Unmasked Estep 
Score: -22075898.000000 Penalty: 5937.764160
	Iteration 90Q: 3 clusters Score -2.20759e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 157062 members 
Entering Unmasked Estep 
Score: -22075888.000000 Penalty: 5937.764160
	Iteration 91Q: 3 clusters Score -2.207589e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 157067 members 
Entering Unmasked Estep 
Score: -22075900.000000 Penalty: 5937.764160
	Iteration 92Q: 3 clusters Score -2.20759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 157067 members 
Entering Unmasked Estep 
Score: -22075912.000000 Penalty: 5937.764160
	Iteration 93Q: 3 clusters Score -2.207591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 157066 members 
Entering Unmasked Estep 
Score: -22075894.000000 Penalty: 5937.764160
	Iteration 94Q: 3 clusters Score -2.207589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 157064 members 
Entering Unmasked Estep 
Score: -22075906.000000 Penalty: 5937.764160
	Iteration 95Q: 3 clusters Score -2.207591e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 157064 members 
Entering Unmasked Estep 
Score: -22075906.000000 Penalty: 5937.764160
	Iteration 96F: 3 clusters Score -2.207591e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Entering Unmasked Estep 
Score: -71771.351562 Penalty: 1597.750000
	Iteration 0F: 2 clusters Score -71771.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -70163.343750 Penalty: 3195.500000
	Iteration 0F: 3 clusters Score -70163.34 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -70416.687500 Penalty: 3195.500000
	Iteration 1F: 3 clusters Score -70416.69 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -70572.554688 Penalty: 3195.500000
	Iteration 2F: 3 clusters Score -70572.55 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -70689.398438 Penalty: 3195.500000
	Iteration 3F: 3 clusters Score -70689.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -70802.554688 Penalty: 3195.500000
	Iteration 4Q: 3 clusters Score -70802.55 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -70944.539062 Penalty: 3195.500000
	Iteration 5F: 3 clusters Score -70944.54 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -71122.078125 Penalty: 3195.500000
	Iteration 6F: 3 clusters Score -71122.08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -71366.406250 Penalty: 3195.500000
	Iteration 7F: 3 clusters Score -71366.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -71582.992188 Penalty: 3195.500000
	Iteration 8Q: 3 clusters Score -71582.99 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -71758.656250 Penalty: 3195.500000
	Iteration 9Q: 3 clusters Score -71758.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -71848.914062 Penalty: 3195.500000
	Iteration 10Q: 3 clusters Score -71848.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -72027.062500 Penalty: 3195.500000
	Iteration 11Q: 3 clusters Score -72027.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -72085.976562 Penalty: 3195.500000
	Iteration 12Q: 3 clusters Score -72085.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -72118.953125 Penalty: 3195.500000
	Iteration 13Q: 3 clusters Score -72118.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -72125.078125 Penalty: 3195.500000
	Iteration 14Q: 3 clusters Score -72125.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -72125.078125 Penalty: 3195.500000
	Iteration 15F: 3 clusters Score -72125.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158855 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8015 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64183 members 
Mstep: Class 6 contains 120578 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2836 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2209 members 
Mstep: Class 11 contains 39629 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17235 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55540 members 
Mstep: Class 16 contains 172857 members 
Mstep: Class 17 contains 34467 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91262 members 
Mstep: Class 20 contains 26795 members 
Mstep: Class 21 contains 158150 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Mstep: Class 25 contains 255 members 
Entering Unmasked Estep 
Score: -132703504.000000 Penalty: 85410.039062
Splitting cluster 22 changes total score from -132705096.000000 to -132703504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -27544.220703 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -27544.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -26371.974609 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -26371.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -26455.375000 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -26455.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -26480.410156 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -26480.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -26505.148438 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -26505.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -26511.156250 Penalty: 2688.585449
	Iteration 4Q: 3 clusters Score -26511.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -26511.156250 Penalty: 2688.585449
	Iteration 5F: 3 clusters Score -26511.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -37409.125000 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -37409.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -36111.390625 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -36111.39 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -36297.304688 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -36297.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -36419.957031 Penalty: 2868.777344
	Iteration 2Q: 3 clusters Score -36419.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -36548.136719 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -36548.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -36593.707031 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -36593.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -36614.656250 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -36614.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -36671.695312 Penalty: 2868.777344
	Iteration 6Q: 3 clusters Score -36671.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -36722.738281 Penalty: 2868.777344
	Iteration 7Q: 3 clusters Score -36722.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -36775.429688 Penalty: 2868.777344
	Iteration 8Q: 3 clusters Score -36775.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -36794.699219 Penalty: 2868.777344
	Iteration 9Q: 3 clusters Score -36794.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -36809.234375 Penalty: 2868.777344
	Iteration 10Q: 3 clusters Score -36809.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -36817.339844 Penalty: 2868.777344
	Iteration 11F: 3 clusters Score -36817.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -36837.230469 Penalty: 2868.777344
	Iteration 12Q: 3 clusters Score -36837.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -36842.113281 Penalty: 2868.777344
	Iteration 13Q: 3 clusters Score -36842.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -36844.945312 Penalty: 2868.777344
	Iteration 14Q: 3 clusters Score -36844.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -36844.945312 Penalty: 2868.777344
	Iteration 15F: 3 clusters Score -36844.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158855 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8015 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64183 members 
Mstep: Class 6 contains 120578 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2836 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2209 members 
Mstep: Class 11 contains 39629 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17235 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55540 members 
Mstep: Class 16 contains 172857 members 
Mstep: Class 17 contains 34467 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91262 members 
Mstep: Class 20 contains 26795 members 
Mstep: Class 21 contains 158150 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705024.000000 Penalty: 81993.640625
Iteration 399Q: 25 clusters Score -1.32705e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158849 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8014 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64190 members 
Mstep: Class 6 contains 120562 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2836 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 39630 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17234 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55546 members 
Mstep: Class 16 contains 172844 members 
Mstep: Class 17 contains 34465 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91251 members 
Mstep: Class 20 contains 26797 members 
Mstep: Class 21 contains 158185 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704920.000000 Penalty: 81993.640625
Iteration 400F: 25 clusters Score -1.327049e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158834 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8017 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64189 members 
Mstep: Class 6 contains 120548 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2836 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2207 members 
Mstep: Class 11 contains 39631 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17236 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55559 members 
Mstep: Class 16 contains 172835 members 
Mstep: Class 17 contains 34471 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91234 members 
Mstep: Class 20 contains 26797 members 
Mstep: Class 21 contains 158217 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704904.000000 Penalty: 81993.640625
Iteration 401Q: 25 clusters Score -1.327049e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158811 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8017 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64195 members 
Mstep: Class 6 contains 120538 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2836 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2207 members 
Mstep: Class 11 contains 39625 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17236 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55572 members 
Mstep: Class 16 contains 172826 members 
Mstep: Class 17 contains 34467 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91224 members 
Mstep: Class 20 contains 26803 members 
Mstep: Class 21 contains 158254 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704864.000000 Penalty: 81993.640625
Iteration 402Q: 25 clusters Score -1.327049e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158782 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8017 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64196 members 
Mstep: Class 6 contains 120526 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2836 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2206 members 
Mstep: Class 11 contains 39622 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17236 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55583 members 
Mstep: Class 16 contains 172823 members 
Mstep: Class 17 contains 34464 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91221 members 
Mstep: Class 20 contains 26807 members 
Mstep: Class 21 contains 158292 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704904.000000 Penalty: 81993.640625
Iteration 403Q: 25 clusters Score -1.327049e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158756 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8018 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64199 members 
Mstep: Class 6 contains 120513 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2836 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2206 members 
Mstep: Class 11 contains 39621 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17242 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55598 members 
Mstep: Class 16 contains 172809 members 
Mstep: Class 17 contains 34464 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91208 members 
Mstep: Class 20 contains 26805 members 
Mstep: Class 21 contains 158336 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705048.000000 Penalty: 81993.640625
Iteration 404Q: 25 clusters Score -1.32705e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158755 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8017 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64200 members 
Mstep: Class 6 contains 120507 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2836 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2206 members 
Mstep: Class 11 contains 39622 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17247 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55604 members 
Mstep: Class 16 contains 172785 members 
Mstep: Class 17 contains 34464 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91188 members 
Mstep: Class 20 contains 26807 members 
Mstep: Class 21 contains 158373 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704952.000000 Penalty: 81993.640625
Iteration 405Q: 25 clusters Score -1.32705e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158754 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8016 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64206 members 
Mstep: Class 6 contains 120491 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2836 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2206 members 
Mstep: Class 11 contains 39614 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17254 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55607 members 
Mstep: Class 16 contains 172768 members 
Mstep: Class 17 contains 34469 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91183 members 
Mstep: Class 20 contains 26807 members 
Mstep: Class 21 contains 158400 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704976.000000 Penalty: 81993.640625
Iteration 406Q: 25 clusters Score -1.32705e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158756 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8018 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64212 members 
Mstep: Class 6 contains 120477 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2836 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2206 members 
Mstep: Class 11 contains 39610 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17254 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55605 members 
Mstep: Class 16 contains 172755 members 
Mstep: Class 17 contains 34475 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91166 members 
Mstep: Class 20 contains 26807 members 
Mstep: Class 21 contains 158434 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705032.000000 Penalty: 81993.640625
Iteration 407Q: 25 clusters Score -1.32705e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158770 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8019 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64216 members 
Mstep: Class 6 contains 120463 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2836 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2206 members 
Mstep: Class 11 contains 39603 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17255 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55619 members 
Mstep: Class 16 contains 172739 members 
Mstep: Class 17 contains 34465 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91154 members 
Mstep: Class 20 contains 26804 members 
Mstep: Class 21 contains 158462 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705064.000000 Penalty: 81993.640625
Iteration 408Q: 25 clusters Score -1.327051e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158762 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8019 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64217 members 
Mstep: Class 6 contains 120456 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2836 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2206 members 
Mstep: Class 11 contains 39597 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17259 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55632 members 
Mstep: Class 16 contains 172719 members 
Mstep: Class 17 contains 34464 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91130 members 
Mstep: Class 20 contains 26804 members 
Mstep: Class 21 contains 158510 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705120.000000 Penalty: 81993.640625
Iteration 409Q: 25 clusters Score -1.327051e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158781 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8019 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64221 members 
Mstep: Class 6 contains 120452 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2836 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2206 members 
Mstep: Class 11 contains 39597 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17259 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55636 members 
Mstep: Class 16 contains 172708 members 
Mstep: Class 17 contains 34461 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91080 members 
Mstep: Class 20 contains 26802 members 
Mstep: Class 21 contains 158553 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704968.000000 Penalty: 81993.640625
Iteration 410Q: 25 clusters Score -1.32705e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158812 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8020 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64226 members 
Mstep: Class 6 contains 120444 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2836 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2206 members 
Mstep: Class 11 contains 39601 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17258 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55647 members 
Mstep: Class 16 contains 172700 members 
Mstep: Class 17 contains 34453 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 91025 members 
Mstep: Class 20 contains 26797 members 
Mstep: Class 21 contains 158586 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704944.000000 Penalty: 81993.640625
Iteration 411Q: 25 clusters Score -1.327049e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158819 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8019 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64232 members 
Mstep: Class 6 contains 120425 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2836 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2206 members 
Mstep: Class 11 contains 39606 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17260 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55659 members 
Mstep: Class 16 contains 172692 members 
Mstep: Class 17 contains 34448 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 90986 members 
Mstep: Class 20 contains 26793 members 
Mstep: Class 21 contains 158630 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704944.000000 Penalty: 81993.640625
Iteration 412Q: 25 clusters Score -1.327049e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158853 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8017 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64234 members 
Mstep: Class 6 contains 120410 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2836 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2207 members 
Mstep: Class 11 contains 39610 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17258 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55673 members 
Mstep: Class 16 contains 172696 members 
Mstep: Class 17 contains 34435 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 90940 members 
Mstep: Class 20 contains 26791 members 
Mstep: Class 21 contains 158651 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705192.000000 Penalty: 81993.640625
Iteration 413Q: 25 clusters Score -1.327052e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158891 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8018 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64234 members 
Mstep: Class 6 contains 120387 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2836 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2206 members 
Mstep: Class 11 contains 39609 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17255 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55681 members 
Mstep: Class 16 contains 172703 members 
Mstep: Class 17 contains 34429 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 90898 members 
Mstep: Class 20 contains 26792 members 
Mstep: Class 21 contains 158672 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705128.000000 Penalty: 81993.640625
Iteration 414Q: 25 clusters Score -1.327051e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158926 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8019 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64239 members 
Mstep: Class 6 contains 120364 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2836 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2206 members 
Mstep: Class 11 contains 39607 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17252 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55675 members 
Mstep: Class 16 contains 172705 members 
Mstep: Class 17 contains 34435 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 90856 members 
Mstep: Class 20 contains 26793 members 
Mstep: Class 21 contains 158698 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705056.000000 Penalty: 81993.640625
Iteration 415Q: 25 clusters Score -1.327051e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158949 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8020 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64244 members 
Mstep: Class 6 contains 120349 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2837 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2206 members 
Mstep: Class 11 contains 39606 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17249 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55671 members 
Mstep: Class 16 contains 172720 members 
Mstep: Class 17 contains 34436 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 90811 members 
Mstep: Class 20 contains 26798 members 
Mstep: Class 21 contains 158715 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705016.000000 Penalty: 81993.640625
Iteration 416Q: 25 clusters Score -1.32705e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158966 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8021 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64250 members 
Mstep: Class 6 contains 120335 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2837 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2206 members 
Mstep: Class 11 contains 39609 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17252 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55664 members 
Mstep: Class 16 contains 172721 members 
Mstep: Class 17 contains 34440 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 90765 members 
Mstep: Class 20 contains 26799 members 
Mstep: Class 21 contains 158746 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705008.000000 Penalty: 81993.640625
Iteration 417Q: 25 clusters Score -1.32705e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158974 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8022 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64257 members 
Mstep: Class 6 contains 120322 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2837 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2206 members 
Mstep: Class 11 contains 39606 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17254 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55663 members 
Mstep: Class 16 contains 172711 members 
Mstep: Class 17 contains 34446 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 90721 members 
Mstep: Class 20 contains 26797 members 
Mstep: Class 21 contains 158795 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704864.000000 Penalty: 81993.640625
Iteration 418Q: 25 clusters Score -1.327049e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158985 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8022 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64264 members 
Mstep: Class 6 contains 120313 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2837 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2206 members 
Mstep: Class 11 contains 39602 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17255 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55660 members 
Mstep: Class 16 contains 172709 members 
Mstep: Class 17 contains 34454 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 90672 members 
Mstep: Class 20 contains 26797 members 
Mstep: Class 21 contains 158835 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704968.000000 Penalty: 81993.640625
Iteration 419Q: 25 clusters Score -1.32705e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158989 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8021 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64270 members 
Mstep: Class 6 contains 120302 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2837 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2206 members 
Mstep: Class 11 contains 39602 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17254 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55657 members 
Mstep: Class 16 contains 172700 members 
Mstep: Class 17 contains 34466 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 90625 members 
Mstep: Class 20 contains 26790 members 
Mstep: Class 21 contains 158892 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705040.000000 Penalty: 81993.640625
Iteration 420F: 25 clusters Score -1.32705e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158997 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8021 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64281 members 
Mstep: Class 6 contains 120292 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2837 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2206 members 
Mstep: Class 11 contains 39601 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17253 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55657 members 
Mstep: Class 16 contains 172694 members 
Mstep: Class 17 contains 34477 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 90565 members 
Mstep: Class 20 contains 26783 members 
Mstep: Class 21 contains 158947 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705088.000000 Penalty: 81993.640625
Iteration 421Q: 25 clusters Score -1.327051e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159009 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8024 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64291 members 
Mstep: Class 6 contains 120275 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2837 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2205 members 
Mstep: Class 11 contains 39595 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17256 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55653 members 
Mstep: Class 16 contains 172671 members 
Mstep: Class 17 contains 34491 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 90522 members 
Mstep: Class 20 contains 26776 members 
Mstep: Class 21 contains 159006 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705016.000000 Penalty: 81993.640625
Iteration 422Q: 25 clusters Score -1.32705e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158973 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8026 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64298 members 
Mstep: Class 6 contains 120262 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2837 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2204 members 
Mstep: Class 11 contains 39595 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17258 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55653 members 
Mstep: Class 16 contains 172660 members 
Mstep: Class 17 contains 34506 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 90469 members 
Mstep: Class 20 contains 26777 members 
Mstep: Class 21 contains 159093 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705008.000000 Penalty: 81993.640625
Iteration 423Q: 25 clusters Score -1.32705e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158948 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8024 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64304 members 
Mstep: Class 6 contains 120249 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2838 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2205 members 
Mstep: Class 11 contains 39597 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17254 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55643 members 
Mstep: Class 16 contains 172652 members 
Mstep: Class 17 contains 34517 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 90413 members 
Mstep: Class 20 contains 26781 members 
Mstep: Class 21 contains 159186 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705016.000000 Penalty: 81993.640625
Iteration 424Q: 25 clusters Score -1.32705e+08 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158928 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8022 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64305 members 
Mstep: Class 6 contains 120238 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2838 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2207 members 
Mstep: Class 11 contains 39597 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17256 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55631 members 
Mstep: Class 16 contains 172657 members 
Mstep: Class 17 contains 34525 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 90323 members 
Mstep: Class 20 contains 26786 members 
Mstep: Class 21 contains 159298 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704912.000000 Penalty: 81993.640625
Iteration 425Q: 25 clusters Score -1.327049e+08 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158948 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 8022 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64310 members 
Mstep: Class 6 contains 120227 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2838 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 39600 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17255 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55615 members 
Mstep: Class 16 contains 172638 members 
Mstep: Class 17 contains 34526 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 90231 members 
Mstep: Class 20 contains 26797 members 
Mstep: Class 21 contains 159396 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704840.000000 Penalty: 81993.640625
Iteration 426Q: 25 clusters Score -1.327048e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158951 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 8024 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64315 members 
Mstep: Class 6 contains 120202 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2838 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2207 members 
Mstep: Class 11 contains 39603 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17257 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55615 members 
Mstep: Class 16 contains 172615 members 
Mstep: Class 17 contains 34517 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 90154 members 
Mstep: Class 20 contains 26806 members 
Mstep: Class 21 contains 159507 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704720.000000 Penalty: 81993.640625
Iteration 427Q: 25 clusters Score -1.327047e+08 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158955 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 8026 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64324 members 
Mstep: Class 6 contains 120193 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2838 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 39600 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17257 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55597 members 
Mstep: Class 16 contains 172600 members 
Mstep: Class 17 contains 34514 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 90071 members 
Mstep: Class 20 contains 26804 members 
Mstep: Class 21 contains 159625 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705040.000000 Penalty: 81993.640625
Iteration 428Q: 25 clusters Score -1.32705e+08 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158978 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 8025 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64334 members 
Mstep: Class 6 contains 120180 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2839 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2209 members 
Mstep: Class 11 contains 39601 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17253 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55583 members 
Mstep: Class 16 contains 172582 members 
Mstep: Class 17 contains 34506 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 89986 members 
Mstep: Class 20 contains 26802 members 
Mstep: Class 21 contains 159734 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704864.000000 Penalty: 81993.640625
Iteration 429Q: 25 clusters Score -1.327049e+08 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159016 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 8025 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64346 members 
Mstep: Class 6 contains 120167 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2839 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2209 members 
Mstep: Class 11 contains 39600 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17257 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55571 members 
Mstep: Class 16 contains 172563 members 
Mstep: Class 17 contains 34502 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 89852 members 
Mstep: Class 20 contains 26801 members 
Mstep: Class 21 contains 159864 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704712.000000 Penalty: 81993.640625
Iteration 430Q: 25 clusters Score -1.327047e+08 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159044 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 8020 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64356 members 
Mstep: Class 6 contains 120159 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2840 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 39596 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17268 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55582 members 
Mstep: Class 16 contains 172553 members 
Mstep: Class 17 contains 34505 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 89691 members 
Mstep: Class 20 contains 26796 members 
Mstep: Class 21 contains 159994 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704808.000000 Penalty: 81993.640625
Iteration 431Q: 25 clusters Score -1.327048e+08 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159068 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 8020 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64374 members 
Mstep: Class 6 contains 120151 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2842 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 39599 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17263 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55595 members 
Mstep: Class 16 contains 172519 members 
Mstep: Class 17 contains 34499 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 89537 members 
Mstep: Class 20 contains 26796 members 
Mstep: Class 21 contains 160141 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704808.000000 Penalty: 81993.640625
Iteration 432Q: 25 clusters Score -1.327048e+08 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159098 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8023 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64396 members 
Mstep: Class 6 contains 120137 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2844 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 39604 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17264 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55620 members 
Mstep: Class 16 contains 172490 members 
Mstep: Class 17 contains 34493 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 89376 members 
Mstep: Class 20 contains 26796 members 
Mstep: Class 21 contains 160264 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704896.000000 Penalty: 81993.640625
Iteration 433Q: 25 clusters Score -1.327049e+08 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159127 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8024 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64412 members 
Mstep: Class 6 contains 120111 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2844 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 39616 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17266 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55646 members 
Mstep: Class 16 contains 172461 members 
Mstep: Class 17 contains 34498 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 89177 members 
Mstep: Class 20 contains 26809 members 
Mstep: Class 21 contains 160414 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704856.000000 Penalty: 81993.640625
Iteration 434Q: 25 clusters Score -1.327049e+08 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159160 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8021 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64425 members 
Mstep: Class 6 contains 120103 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2844 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2207 members 
Mstep: Class 11 contains 39629 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17266 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55655 members 
Mstep: Class 16 contains 172423 members 
Mstep: Class 17 contains 34519 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 88986 members 
Mstep: Class 20 contains 26813 members 
Mstep: Class 21 contains 160562 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704952.000000 Penalty: 81993.640625
Iteration 435Q: 25 clusters Score -1.32705e+08 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159204 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8024 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64435 members 
Mstep: Class 6 contains 120102 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2844 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2206 members 
Mstep: Class 11 contains 39634 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17268 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55658 members 
Mstep: Class 16 contains 172382 members 
Mstep: Class 17 contains 34526 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 88763 members 
Mstep: Class 20 contains 26825 members 
Mstep: Class 21 contains 160742 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704824.000000 Penalty: 81993.640625
Iteration 436Q: 25 clusters Score -1.327048e+08 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159183 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8021 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64458 members 
Mstep: Class 6 contains 120112 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2844 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2207 members 
Mstep: Class 11 contains 39651 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17272 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55664 members 
Mstep: Class 16 contains 172354 members 
Mstep: Class 17 contains 34538 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 88540 members 
Mstep: Class 20 contains 26842 members 
Mstep: Class 21 contains 160927 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704768.000000 Penalty: 81993.640625
Iteration 437Q: 25 clusters Score -1.327048e+08 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159214 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8017 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64486 members 
Mstep: Class 6 contains 120115 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2847 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2206 members 
Mstep: Class 11 contains 39654 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17279 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55677 members 
Mstep: Class 16 contains 172334 members 
Mstep: Class 17 contains 34555 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 88304 members 
Mstep: Class 20 contains 26858 members 
Mstep: Class 21 contains 161067 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704936.000000 Penalty: 81993.640625
Iteration 438Q: 25 clusters Score -1.327049e+08 nChanged 1203
Entering ConstructFrom: 
Score: -132704936.000000 Penalty: 81993.640625
Entering ConstructFrom: 
Trying to split cluster 1 (159241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159241 members 
Entering Unmasked Estep 
Score: -22230596.000000 Penalty: 2970.587158
	Iteration 0F: 2 clusters Score -2.22306e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79652 members 
Mstep: Class 2 contains 79589 members 
Entering Unmasked Estep 
Score: -22124600.000000 Penalty: 5941.174316
	Iteration 0F: 3 clusters Score -2.21246e+07 nChanged 76223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80901 members 
Mstep: Class 2 contains 78340 members 
Entering Unmasked Estep 
Score: -22169330.000000 Penalty: 5941.174316
	Iteration 1F: 3 clusters Score -2.216933e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81868 members 
Mstep: Class 2 contains 77373 members 
Entering Unmasked Estep 
Score: -22170840.000000 Penalty: 5941.174316
	Iteration 2Q: 3 clusters Score -2.217084e+07 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83491 members 
Mstep: Class 2 contains 75750 members 
Entering Unmasked Estep 
Score: -22173258.000000 Penalty: 5941.174316
	Iteration 3Q: 3 clusters Score -2.217326e+07 nChanged 7800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86265 members 
Mstep: Class 2 contains 72976 members 
Entering Unmasked Estep 
Score: -22177242.000000 Penalty: 5941.174316
	Iteration 4Q: 3 clusters Score -2.217724e+07 nChanged 9700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90605 members 
Mstep: Class 2 contains 68636 members 
Entering Unmasked Estep 
Score: -22183104.000000 Penalty: 5941.174316
	Iteration 5F: 3 clusters Score -2.21831e+07 nChanged 11292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96245 members 
Mstep: Class 2 contains 62996 members 
Entering Unmasked Estep 
Score: -22191842.000000 Penalty: 5941.174316
	Iteration 6F: 3 clusters Score -2.219184e+07 nChanged 12053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102222 members 
Mstep: Class 2 contains 57019 members 
Entering Unmasked Estep 
Score: -22202446.000000 Penalty: 5941.174316
	Iteration 7F: 3 clusters Score -2.220245e+07 nChanged 10474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106804 members 
Mstep: Class 2 contains 52437 members 
Entering Unmasked Estep 
Score: -22210410.000000 Penalty: 5941.174316
	Iteration 8F: 3 clusters Score -2.221041e+07 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109699 members 
Mstep: Class 2 contains 49542 members 
Entering Unmasked Estep 
Score: -22214240.000000 Penalty: 5941.174316
	Iteration 9Q: 3 clusters Score -2.221424e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112166 members 
Mstep: Class 2 contains 47075 members 
Entering Unmasked Estep 
Score: -22216046.000000 Penalty: 5941.174316
	Iteration 10Q: 3 clusters Score -2.221605e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114518 members 
Mstep: Class 2 contains 44723 members 
Entering Unmasked Estep 
Score: -22217296.000000 Penalty: 5941.174316
	Iteration 11Q: 3 clusters Score -2.22173e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116771 members 
Mstep: Class 2 contains 42470 members 
Entering Unmasked Estep 
Score: -22218286.000000 Penalty: 5941.174316
	Iteration 12Q: 3 clusters Score -2.221829e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119067 members 
Mstep: Class 2 contains 40174 members 
Entering Unmasked Estep 
Score: -22219304.000000 Penalty: 5941.174316
	Iteration 13Q: 3 clusters Score -2.22193e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121215 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -22220208.000000 Penalty: 5941.174316
	Iteration 14Q: 3 clusters Score -2.222021e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123294 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -22221160.000000 Penalty: 5941.174316
	Iteration 15Q: 3 clusters Score -2.222116e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125282 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -22221948.000000 Penalty: 5941.174316
	Iteration 16Q: 3 clusters Score -2.222195e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127153 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -22222668.000000 Penalty: 5941.174316
	Iteration 17Q: 3 clusters Score -2.222267e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128967 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -22223272.000000 Penalty: 5941.174316
	Iteration 18Q: 3 clusters Score -2.222327e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130767 members 
Mstep: Class 2 contains 28474 members 
Entering Unmasked Estep 
Score: -22223858.000000 Penalty: 5941.174316
	Iteration 19Q: 3 clusters Score -2.222386e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132517 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -22224456.000000 Penalty: 5941.174316
	Iteration 20F: 3 clusters Score -2.222446e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134206 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -22225060.000000 Penalty: 5941.174316
	Iteration 21Q: 3 clusters Score -2.222506e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135790 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -22225662.000000 Penalty: 5941.174316
	Iteration 22Q: 3 clusters Score -2.222566e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137283 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -22226206.000000 Penalty: 5941.174316
	Iteration 23Q: 3 clusters Score -2.222621e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138652 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -22226556.000000 Penalty: 5941.174316
	Iteration 24Q: 3 clusters Score -2.222656e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139950 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -22226858.000000 Penalty: 5941.174316
	Iteration 25Q: 3 clusters Score -2.222686e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141182 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -22227252.000000 Penalty: 5941.174316
	Iteration 26Q: 3 clusters Score -2.222725e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142312 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -22227554.000000 Penalty: 5941.174316
	Iteration 27Q: 3 clusters Score -2.222755e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143311 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -22227740.000000 Penalty: 5941.174316
	Iteration 28Q: 3 clusters Score -2.222774e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144223 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -22227936.000000 Penalty: 5941.174316
	Iteration 29Q: 3 clusters Score -2.222794e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145082 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -22228116.000000 Penalty: 5941.174316
	Iteration 30Q: 3 clusters Score -2.222812e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145869 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -22228254.000000 Penalty: 5941.174316
	Iteration 31Q: 3 clusters Score -2.222825e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146582 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -22228410.000000 Penalty: 5941.174316
	Iteration 32Q: 3 clusters Score -2.222841e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147243 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -22228570.000000 Penalty: 5941.174316
	Iteration 33Q: 3 clusters Score -2.222857e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147862 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -22228624.000000 Penalty: 5941.174316
	Iteration 34Q: 3 clusters Score -2.222862e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148392 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -22228726.000000 Penalty: 5941.174316
	Iteration 35Q: 3 clusters Score -2.222873e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148885 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -22228780.000000 Penalty: 5941.174316
	Iteration 36Q: 3 clusters Score -2.222878e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149354 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -22228858.000000 Penalty: 5941.174316
	Iteration 37Q: 3 clusters Score -2.222886e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149765 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -22228940.000000 Penalty: 5941.174316
	Iteration 38Q: 3 clusters Score -2.222894e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150149 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -22229000.000000 Penalty: 5941.174316
	Iteration 39Q: 3 clusters Score -2.2229e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150476 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -22228998.000000 Penalty: 5941.174316
	Iteration 40F: 3 clusters Score -2.2229e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150779 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -22229038.000000 Penalty: 5941.174316
	Iteration 41Q: 3 clusters Score -2.222904e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151085 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -22229088.000000 Penalty: 5941.174316
	Iteration 42Q: 3 clusters Score -2.222909e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151371 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -22229118.000000 Penalty: 5941.174316
	Iteration 43Q: 3 clusters Score -2.222912e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151634 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -22229112.000000 Penalty: 5941.174316
	Iteration 44Q: 3 clusters Score -2.222911e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151863 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -22229166.000000 Penalty: 5941.174316
	Iteration 45Q: 3 clusters Score -2.222917e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152069 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -22229238.000000 Penalty: 5941.174316
	Iteration 46Q: 3 clusters Score -2.222924e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152254 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -22229284.000000 Penalty: 5941.174316
	Iteration 47Q: 3 clusters Score -2.222928e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152409 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -22229250.000000 Penalty: 5941.174316
	Iteration 48Q: 3 clusters Score -2.222925e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152560 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -22229256.000000 Penalty: 5941.174316
	Iteration 49Q: 3 clusters Score -2.222926e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152686 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -22229262.000000 Penalty: 5941.174316
	Iteration 50Q: 3 clusters Score -2.222926e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152807 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -22229302.000000 Penalty: 5941.174316
	Iteration 51Q: 3 clusters Score -2.22293e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152906 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -22229312.000000 Penalty: 5941.174316
	Iteration 52Q: 3 clusters Score -2.222931e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152987 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -22229294.000000 Penalty: 5941.174316
	Iteration 53Q: 3 clusters Score -2.222929e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153066 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -22229264.000000 Penalty: 5941.174316
	Iteration 54Q: 3 clusters Score -2.222926e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153123 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -22229282.000000 Penalty: 5941.174316
	Iteration 55Q: 3 clusters Score -2.222928e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153183 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -22229290.000000 Penalty: 5941.174316
	Iteration 56Q: 3 clusters Score -2.222929e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153233 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -22229292.000000 Penalty: 5941.174316
	Iteration 57Q: 3 clusters Score -2.222929e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153277 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -22229276.000000 Penalty: 5941.174316
	Iteration 58Q: 3 clusters Score -2.222928e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153330 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -22229254.000000 Penalty: 5941.174316
	Iteration 59Q: 3 clusters Score -2.222925e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153385 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -22229222.000000 Penalty: 5941.174316
	Iteration 60F: 3 clusters Score -2.222922e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153429 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -22229266.000000 Penalty: 5941.174316
	Iteration 61Q: 3 clusters Score -2.222927e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153473 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -22229274.000000 Penalty: 5941.174316
	Iteration 62Q: 3 clusters Score -2.222927e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153515 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -22229276.000000 Penalty: 5941.174316
	Iteration 63Q: 3 clusters Score -2.222928e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153554 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -22229258.000000 Penalty: 5941.174316
	Iteration 64Q: 3 clusters Score -2.222926e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153588 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -22229244.000000 Penalty: 5941.174316
	Iteration 65Q: 3 clusters Score -2.222924e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153616 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -22229262.000000 Penalty: 5941.174316
	Iteration 66Q: 3 clusters Score -2.222926e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153641 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -22229290.000000 Penalty: 5941.174316
	Iteration 67Q: 3 clusters Score -2.222929e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153673 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -22229304.000000 Penalty: 5941.174316
	Iteration 68Q: 3 clusters Score -2.22293e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153701 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -22229270.000000 Penalty: 5941.174316
	Iteration 69Q: 3 clusters Score -2.222927e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153734 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -22229288.000000 Penalty: 5941.174316
	Iteration 70Q: 3 clusters Score -2.222929e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153768 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -22229262.000000 Penalty: 5941.174316
	Iteration 71Q: 3 clusters Score -2.222926e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153806 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -22229276.000000 Penalty: 5941.174316
	Iteration 72Q: 3 clusters Score -2.222928e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153837 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -22229264.000000 Penalty: 5941.174316
	Iteration 73Q: 3 clusters Score -2.222926e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153867 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -22229266.000000 Penalty: 5941.174316
	Iteration 74Q: 3 clusters Score -2.222927e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153888 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -22229260.000000 Penalty: 5941.174316
	Iteration 75Q: 3 clusters Score -2.222926e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153906 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -22229260.000000 Penalty: 5941.174316
	Iteration 76Q: 3 clusters Score -2.222926e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153930 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -22229236.000000 Penalty: 5941.174316
	Iteration 77Q: 3 clusters Score -2.222924e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153954 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -22229244.000000 Penalty: 5941.174316
	Iteration 78Q: 3 clusters Score -2.222924e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153980 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -22229224.000000 Penalty: 5941.174316
	Iteration 79Q: 3 clusters Score -2.222922e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154013 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -22229248.000000 Penalty: 5941.174316
	Iteration 80F: 3 clusters Score -2.222925e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154045 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -22229252.000000 Penalty: 5941.174316
	Iteration 81Q: 3 clusters Score -2.222925e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154083 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -22229258.000000 Penalty: 5941.174316
	Iteration 82Q: 3 clusters Score -2.222926e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154121 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -22229242.000000 Penalty: 5941.174316
	Iteration 83Q: 3 clusters Score -2.222924e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154158 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -22229258.000000 Penalty: 5941.174316
	Iteration 84Q: 3 clusters Score -2.222926e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154191 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -22229274.000000 Penalty: 5941.174316
	Iteration 85Q: 3 clusters Score -2.222927e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154223 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -22229276.000000 Penalty: 5941.174316
	Iteration 86Q: 3 clusters Score -2.222928e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154247 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -22229302.000000 Penalty: 5941.174316
	Iteration 87Q: 3 clusters Score -2.22293e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154265 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -22229286.000000 Penalty: 5941.174316
	Iteration 88Q: 3 clusters Score -2.222929e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154283 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -22229316.000000 Penalty: 5941.174316
	Iteration 89Q: 3 clusters Score -2.222932e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154304 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -22229338.000000 Penalty: 5941.174316
	Iteration 90Q: 3 clusters Score -2.222934e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154326 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -22229328.000000 Penalty: 5941.174316
	Iteration 91Q: 3 clusters Score -2.222933e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154339 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -22229338.000000 Penalty: 5941.174316
	Iteration 92Q: 3 clusters Score -2.222934e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154349 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -22229334.000000 Penalty: 5941.174316
	Iteration 93Q: 3 clusters Score -2.222933e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154354 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -22229346.000000 Penalty: 5941.174316
	Iteration 94Q: 3 clusters Score -2.222935e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154362 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -22229338.000000 Penalty: 5941.174316
	Iteration 95Q: 3 clusters Score -2.222934e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154373 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -22229352.000000 Penalty: 5941.174316
	Iteration 96Q: 3 clusters Score -2.222935e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154382 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -22229338.000000 Penalty: 5941.174316
	Iteration 97Q: 3 clusters Score -2.222934e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154391 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -22229348.000000 Penalty: 5941.174316
	Iteration 98Q: 3 clusters Score -2.222935e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154397 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -22229348.000000 Penalty: 5941.174316
	Iteration 99Q: 3 clusters Score -2.222935e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154402 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -22229344.000000 Penalty: 5941.174316
	Iteration 100F: 3 clusters Score -2.222934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154404 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -22229356.000000 Penalty: 5941.174316
	Iteration 101Q: 3 clusters Score -2.222936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154406 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -22229366.000000 Penalty: 5941.174316
	Iteration 102Q: 3 clusters Score -2.222937e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154413 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -22229378.000000 Penalty: 5941.174316
	Iteration 103Q: 3 clusters Score -2.222938e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154424 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -22229370.000000 Penalty: 5941.174316
	Iteration 104Q: 3 clusters Score -2.222937e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154432 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -22229346.000000 Penalty: 5941.174316
	Iteration 105Q: 3 clusters Score -2.222935e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154440 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -22229356.000000 Penalty: 5941.174316
	Iteration 106Q: 3 clusters Score -2.222936e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154449 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -22229348.000000 Penalty: 5941.174316
	Iteration 107Q: 3 clusters Score -2.222935e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154456 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -22229356.000000 Penalty: 5941.174316
	Iteration 108Q: 3 clusters Score -2.222936e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154466 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -22229374.000000 Penalty: 5941.174316
	Iteration 109Q: 3 clusters Score -2.222937e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154476 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -22229364.000000 Penalty: 5941.174316
	Iteration 110Q: 3 clusters Score -2.222936e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154485 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -22229368.000000 Penalty: 5941.174316
	Iteration 111Q: 3 clusters Score -2.222937e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154496 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -22229364.000000 Penalty: 5941.174316
	Iteration 112Q: 3 clusters Score -2.222936e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154514 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -22229390.000000 Penalty: 5941.174316
	Iteration 113Q: 3 clusters Score -2.222939e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154530 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -22229396.000000 Penalty: 5941.174316
	Iteration 114Q: 3 clusters Score -2.22294e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154542 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -22229390.000000 Penalty: 5941.174316
	Iteration 115Q: 3 clusters Score -2.222939e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154557 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -22229388.000000 Penalty: 5941.174316
	Iteration 116Q: 3 clusters Score -2.222939e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154571 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -22229394.000000 Penalty: 5941.174316
	Iteration 117Q: 3 clusters Score -2.222939e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154588 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -22229410.000000 Penalty: 5941.174316
	Iteration 118Q: 3 clusters Score -2.222941e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154605 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -22229398.000000 Penalty: 5941.174316
	Iteration 119Q: 3 clusters Score -2.22294e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154625 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -22229370.000000 Penalty: 5941.174316
	Iteration 120F: 3 clusters Score -2.222937e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154650 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -22229380.000000 Penalty: 5941.174316
	Iteration 121Q: 3 clusters Score -2.222938e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154666 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -22229364.000000 Penalty: 5941.174316
	Iteration 122Q: 3 clusters Score -2.222936e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154679 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -22229382.000000 Penalty: 5941.174316
	Iteration 123Q: 3 clusters Score -2.222938e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154689 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -22229402.000000 Penalty: 5941.174316
	Iteration 124Q: 3 clusters Score -2.22294e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154702 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -22229396.000000 Penalty: 5941.174316
	Iteration 125Q: 3 clusters Score -2.22294e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154721 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -22229402.000000 Penalty: 5941.174316
	Iteration 126Q: 3 clusters Score -2.22294e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154735 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -22229390.000000 Penalty: 5941.174316
	Iteration 127Q: 3 clusters Score -2.222939e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154750 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -22229392.000000 Penalty: 5941.174316
	Iteration 128Q: 3 clusters Score -2.222939e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154760 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -22229396.000000 Penalty: 5941.174316
	Iteration 129Q: 3 clusters Score -2.22294e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154770 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -22229406.000000 Penalty: 5941.174316
	Iteration 130Q: 3 clusters Score -2.222941e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154778 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -22229388.000000 Penalty: 5941.174316
	Iteration 131Q: 3 clusters Score -2.222939e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154785 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -22229394.000000 Penalty: 5941.174316
	Iteration 132Q: 3 clusters Score -2.222939e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154792 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -22229404.000000 Penalty: 5941.174316
	Iteration 133Q: 3 clusters Score -2.22294e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154802 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -22229406.000000 Penalty: 5941.174316
	Iteration 134Q: 3 clusters Score -2.222941e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154807 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -22229388.000000 Penalty: 5941.174316
	Iteration 135Q: 3 clusters Score -2.222939e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154814 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -22229372.000000 Penalty: 5941.174316
	Iteration 136Q: 3 clusters Score -2.222937e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154822 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -22229376.000000 Penalty: 5941.174316
	Iteration 137Q: 3 clusters Score -2.222938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154822 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -22229376.000000 Penalty: 5941.174316
	Iteration 138Q: 3 clusters Score -2.222938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154825 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -22229360.000000 Penalty: 5941.174316
	Iteration 139Q: 3 clusters Score -2.222936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154828 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -22229350.000000 Penalty: 5941.174316
	Iteration 140F: 3 clusters Score -2.222935e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154832 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -22229368.000000 Penalty: 5941.174316
	Iteration 141Q: 3 clusters Score -2.222937e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154835 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -22229366.000000 Penalty: 5941.174316
	Iteration 142Q: 3 clusters Score -2.222937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154835 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -22229358.000000 Penalty: 5941.174316
	Iteration 143Q: 3 clusters Score -2.222936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154836 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -22229368.000000 Penalty: 5941.174316
	Iteration 144Q: 3 clusters Score -2.222937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154837 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -22229380.000000 Penalty: 5941.174316
	Iteration 145Q: 3 clusters Score -2.222938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154838 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -22229362.000000 Penalty: 5941.174316
	Iteration 146Q: 3 clusters Score -2.222936e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154838 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -22229362.000000 Penalty: 5941.174316
	Iteration 147F: 3 clusters Score -2.222936e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Entering Unmasked Estep 
Score: -83366.109375 Penalty: 1611.947144
	Iteration 0F: 2 clusters Score -83366.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -81814.343750 Penalty: 3223.894287
	Iteration 0F: 3 clusters Score -81814.34 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -82076.304688 Penalty: 3223.894287
	Iteration 1F: 3 clusters Score -82076.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -82165.671875 Penalty: 3223.894287
	Iteration 2F: 3 clusters Score -82165.67 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -82233.687500 Penalty: 3223.894287
	Iteration 3Q: 3 clusters Score -82233.69 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -82294.328125 Penalty: 3223.894287
	Iteration 4Q: 3 clusters Score -82294.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -82340.539062 Penalty: 3223.894287
	Iteration 5Q: 3 clusters Score -82340.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -82374.273438 Penalty: 3223.894287
	Iteration 6Q: 3 clusters Score -82374.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -82457.968750 Penalty: 3223.894287
	Iteration 7Q: 3 clusters Score -82457.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -82478.960938 Penalty: 3223.894287
	Iteration 8Q: 3 clusters Score -82478.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -82486.921875 Penalty: 3223.894287
	Iteration 9Q: 3 clusters Score -82486.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -82496.218750 Penalty: 3223.894287
	Iteration 10Q: 3 clusters Score -82496.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -82512.117188 Penalty: 3223.894287
	Iteration 11Q: 3 clusters Score -82512.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -82521.476562 Penalty: 3223.894287
	Iteration 12Q: 3 clusters Score -82521.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -82530.210938 Penalty: 3223.894287
	Iteration 13Q: 3 clusters Score -82530.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -82543.789062 Penalty: 3223.894287
	Iteration 14Q: 3 clusters Score -82543.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -82552.015625 Penalty: 3223.894287
	Iteration 15Q: 3 clusters Score -82552.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -82561.101562 Penalty: 3223.894287
	Iteration 16Q: 3 clusters Score -82561.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -82568.945312 Penalty: 3223.894287
	Iteration 17Q: 3 clusters Score -82568.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -82572.867188 Penalty: 3223.894287
	Iteration 18Q: 3 clusters Score -82572.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -82580.625000 Penalty: 3223.894287
	Iteration 19Q: 3 clusters Score -82580.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -82580.625000 Penalty: 3223.894287
	Iteration 20F: 3 clusters Score -82580.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Entering Unmasked Estep 
Score: -1083540.750000 Penalty: 2229.351318
	Iteration 0F: 2 clusters Score -1083541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1077112.750000 Penalty: 4458.702637
	Iteration 0F: 3 clusters Score -1077113 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1078938.500000 Penalty: 4458.702637
	Iteration 1F: 3 clusters Score -1078938 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1079326.875000 Penalty: 4458.702637
	Iteration 2F: 3 clusters Score -1079327 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1079678.125000 Penalty: 4458.702637
	Iteration 3F: 3 clusters Score -1079678 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1079984.875000 Penalty: 4458.702637
	Iteration 4F: 3 clusters Score -1079985 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1080292.250000 Penalty: 4458.702637
	Iteration 5F: 3 clusters Score -1080292 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1080582.000000 Penalty: 4458.702637
	Iteration 6Q: 3 clusters Score -1080582 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1080849.500000 Penalty: 4458.702637
	Iteration 7Q: 3 clusters Score -1080850 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1081055.250000 Penalty: 4458.702637
	Iteration 8Q: 3 clusters Score -1081055 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1081214.375000 Penalty: 4458.702637
	Iteration 9Q: 3 clusters Score -1081214 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1081331.500000 Penalty: 4458.702637
	Iteration 10Q: 3 clusters Score -1081332 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1081418.750000 Penalty: 4458.702637
	Iteration 11Q: 3 clusters Score -1081419 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1081494.750000 Penalty: 4458.702637
	Iteration 12Q: 3 clusters Score -1081495 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1081560.500000 Penalty: 4458.702637
	Iteration 13Q: 3 clusters Score -1081560 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1081615.375000 Penalty: 4458.702637
	Iteration 14Q: 3 clusters Score -1081615 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1081659.000000 Penalty: 4458.702637
	Iteration 15Q: 3 clusters Score -1081659 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1081700.000000 Penalty: 4458.702637
	Iteration 16Q: 3 clusters Score -1081700 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1081742.625000 Penalty: 4458.702637
	Iteration 17Q: 3 clusters Score -1081743 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1081775.750000 Penalty: 4458.702637
	Iteration 18Q: 3 clusters Score -1081776 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1081796.375000 Penalty: 4458.702637
	Iteration 19Q: 3 clusters Score -1081796 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1081818.250000 Penalty: 4458.702637
	Iteration 20F: 3 clusters Score -1081818 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1081831.000000 Penalty: 4458.702637
	Iteration 21Q: 3 clusters Score -1081831 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1081848.500000 Penalty: 4458.702637
	Iteration 22Q: 3 clusters Score -1081848 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1081869.750000 Penalty: 4458.702637
	Iteration 23Q: 3 clusters Score -1081870 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1081893.125000 Penalty: 4458.702637
	Iteration 24Q: 3 clusters Score -1081893 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1081912.250000 Penalty: 4458.702637
	Iteration 25Q: 3 clusters Score -1081912 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1081945.125000 Penalty: 4458.702637
	Iteration 26Q: 3 clusters Score -1081945 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1081988.375000 Penalty: 4458.702637
	Iteration 27Q: 3 clusters Score -1081988 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1082043.500000 Penalty: 4458.702637
	Iteration 28Q: 3 clusters Score -1082044 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1082117.250000 Penalty: 4458.702637
	Iteration 29Q: 3 clusters Score -1082117 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1082225.000000 Penalty: 4458.702637
	Iteration 30Q: 3 clusters Score -1082225 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1082320.000000 Penalty: 4458.702637
	Iteration 31Q: 3 clusters Score -1082320 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1082443.125000 Penalty: 4458.702637
	Iteration 32Q: 3 clusters Score -1082443 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1082580.750000 Penalty: 4458.702637
	Iteration 33Q: 3 clusters Score -1082581 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1082736.125000 Penalty: 4458.702637
	Iteration 34Q: 3 clusters Score -1082736 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1082890.250000 Penalty: 4458.702637
	Iteration 35Q: 3 clusters Score -1082890 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1083030.500000 Penalty: 4458.702637
	Iteration 36Q: 3 clusters Score -1083030 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1083113.250000 Penalty: 4458.702637
	Iteration 37Q: 3 clusters Score -1083113 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1083153.250000 Penalty: 4458.702637
	Iteration 38Q: 3 clusters Score -1083153 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1083183.375000 Penalty: 4458.702637
	Iteration 39Q: 3 clusters Score -1083183 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1083204.500000 Penalty: 4458.702637
	Iteration 40F: 3 clusters Score -1083204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1083219.125000 Penalty: 4458.702637
	Iteration 41Q: 3 clusters Score -1083219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1083226.125000 Penalty: 4458.702637
	Iteration 42Q: 3 clusters Score -1083226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1083227.750000 Penalty: 4458.702637
	Iteration 43Q: 3 clusters Score -1083228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1083230.500000 Penalty: 4458.702637
	Iteration 44Q: 3 clusters Score -1083230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1083231.250000 Penalty: 4458.702637
	Iteration 45Q: 3 clusters Score -1083231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1083230.625000 Penalty: 4458.702637
	Iteration 46Q: 3 clusters Score -1083231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1083230.250000 Penalty: 4458.702637
	Iteration 47Q: 3 clusters Score -1083230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1083229.250000 Penalty: 4458.702637
	Iteration 48Q: 3 clusters Score -1083229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1083231.250000 Penalty: 4458.702637
	Iteration 49Q: 3 clusters Score -1083231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1083233.625000 Penalty: 4458.702637
	Iteration 50Q: 3 clusters Score -1083234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1083233.000000 Penalty: 4458.702637
	Iteration 51Q: 3 clusters Score -1083233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1083232.250000 Penalty: 4458.702637
	Iteration 52Q: 3 clusters Score -1083232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1083234.250000 Penalty: 4458.702637
	Iteration 53Q: 3 clusters Score -1083234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1083233.000000 Penalty: 4458.702637
	Iteration 54Q: 3 clusters Score -1083233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1083233.375000 Penalty: 4458.702637
	Iteration 55Q: 3 clusters Score -1083233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1083235.250000 Penalty: 4458.702637
	Iteration 56Q: 3 clusters Score -1083235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1083235.250000 Penalty: 4458.702637
	Iteration 57F: 3 clusters Score -1083235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -80229.398438 Penalty: 1586.024902
	Iteration 0F: 2 clusters Score -80229.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -78671.367188 Penalty: 3172.049805
	Iteration 0F: 3 clusters Score -78671.37 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -78893.828125 Penalty: 3172.049805
	Iteration 1F: 3 clusters Score -78893.83 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -78979.390625 Penalty: 3172.049805
	Iteration 2F: 3 clusters Score -78979.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -79044.242188 Penalty: 3172.049805
	Iteration 3Q: 3 clusters Score -79044.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -79068.687500 Penalty: 3172.049805
	Iteration 4Q: 3 clusters Score -79068.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -79076.687500 Penalty: 3172.049805
	Iteration 5Q: 3 clusters Score -79076.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -79078.835938 Penalty: 3172.049805
	Iteration 6Q: 3 clusters Score -79078.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -79080.445312 Penalty: 3172.049805
	Iteration 7Q: 3 clusters Score -79080.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -79080.929688 Penalty: 3172.049805
	Iteration 8Q: 3 clusters Score -79080.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -79080.929688 Penalty: 3172.049805
	Iteration 9F: 3 clusters Score -79080.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (64514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64514 members 
Entering Unmasked Estep 
Score: -9087309.000000 Penalty: 2746.510010
	Iteration 0F: 2 clusters Score -9087309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -9044005.000000 Penalty: 5493.020020
	Iteration 0F: 3 clusters Score -9044005 nChanged 30002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 32259 members 
Entering Unmasked Estep 
Score: -9060683.000000 Penalty: 5493.020020
	Iteration 1F: 3 clusters Score -9060683 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32290 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -9061265.000000 Penalty: 5493.020020
	Iteration 2Q: 3 clusters Score -9061265 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -9061677.000000 Penalty: 5493.020020
	Iteration 3Q: 3 clusters Score -9061677 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -9062128.000000 Penalty: 5493.020020
	Iteration 4Q: 3 clusters Score -9062128 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -9062590.000000 Penalty: 5493.020020
	Iteration 5Q: 3 clusters Score -9062590 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -9063138.000000 Penalty: 5493.020020
	Iteration 6Q: 3 clusters Score -9063138 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
Score: -9063829.000000 Penalty: 5493.020020
	Iteration 7Q: 3 clusters Score -9063829 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -9064598.000000 Penalty: 5493.020020
	Iteration 8Q: 3 clusters Score -9064598 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -9065783.000000 Penalty: 5493.020020
	Iteration 9Q: 3 clusters Score -9065783 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -9067530.000000 Penalty: 5493.020020
	Iteration 10Q: 3 clusters Score -9067530 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -9069893.000000 Penalty: 5493.020020
	Iteration 11F: 3 clusters Score -9069893 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -9072470.000000 Penalty: 5493.020020
	Iteration 12F: 3 clusters Score -9072470 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 33489 members 
Entering Unmasked Estep 
Score: -9074508.000000 Penalty: 5493.020020
	Iteration 13F: 3 clusters Score -9074508 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -9075677.000000 Penalty: 5493.020020
	Iteration 14Q: 3 clusters Score -9075677 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 34543 members 
Entering Unmasked Estep 
Score: -9076597.000000 Penalty: 5493.020020
	Iteration 15Q: 3 clusters Score -9076597 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
Score: -9077349.000000 Penalty: 5493.020020
	Iteration 16Q: 3 clusters Score -9077349 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -9078017.000000 Penalty: 5493.020020
	Iteration 17Q: 3 clusters Score -9078017 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -9078569.000000 Penalty: 5493.020020
	Iteration 18Q: 3 clusters Score -9078569 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -9078879.000000 Penalty: 5493.020020
	Iteration 19Q: 3 clusters Score -9078879 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -9079149.000000 Penalty: 5493.020020
	Iteration 20F: 3 clusters Score -9079149 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -9079382.000000 Penalty: 5493.020020
	Iteration 21Q: 3 clusters Score -9079382 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -9079607.000000 Penalty: 5493.020020
	Iteration 22Q: 3 clusters Score -9079607 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -9079808.000000 Penalty: 5493.020020
	Iteration 23Q: 3 clusters Score -9079808 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -9079975.000000 Penalty: 5493.020020
	Iteration 24Q: 3 clusters Score -9079975 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -9080120.000000 Penalty: 5493.020020
	Iteration 25Q: 3 clusters Score -9080120 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -9080318.000000 Penalty: 5493.020020
	Iteration 26Q: 3 clusters Score -9080318 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -9080468.000000 Penalty: 5493.020020
	Iteration 27Q: 3 clusters Score -9080468 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -9080573.000000 Penalty: 5493.020020
	Iteration 28Q: 3 clusters Score -9080573 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -9080727.000000 Penalty: 5493.020020
	Iteration 29Q: 3 clusters Score -9080727 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -9080862.000000 Penalty: 5493.020020
	Iteration 30Q: 3 clusters Score -9080862 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -9081028.000000 Penalty: 5493.020020
	Iteration 31Q: 3 clusters Score -9081028 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -9081188.000000 Penalty: 5493.020020
	Iteration 32Q: 3 clusters Score -9081188 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -9081342.000000 Penalty: 5493.020020
	Iteration 33Q: 3 clusters Score -9081342 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37012 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -9081475.000000 Penalty: 5493.020020
	Iteration 34Q: 3 clusters Score -9081475 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -9081623.000000 Penalty: 5493.020020
	Iteration 35Q: 3 clusters Score -9081623 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -9081757.000000 Penalty: 5493.020020
	Iteration 36Q: 3 clusters Score -9081757 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -9081857.000000 Penalty: 5493.020020
	Iteration 37Q: 3 clusters Score -9081857 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39431 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -9081986.000000 Penalty: 5493.020020
	Iteration 38Q: 3 clusters Score -9081986 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40038 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -9082108.000000 Penalty: 5493.020020
	Iteration 39Q: 3 clusters Score -9082108 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -9082266.000000 Penalty: 5493.020020
	Iteration 40F: 3 clusters Score -9082266 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41083 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -9082388.000000 Penalty: 5493.020020
	Iteration 41Q: 3 clusters Score -9082388 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -9082473.000000 Penalty: 5493.020020
	Iteration 42Q: 3 clusters Score -9082473 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -9082533.000000 Penalty: 5493.020020
	Iteration 43Q: 3 clusters Score -9082533 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42437 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -9082604.000000 Penalty: 5493.020020
	Iteration 44Q: 3 clusters Score -9082604 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42794 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -9082656.000000 Penalty: 5493.020020
	Iteration 45Q: 3 clusters Score -9082656 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43150 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -9082710.000000 Penalty: 5493.020020
	Iteration 46Q: 3 clusters Score -9082710 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -9082752.000000 Penalty: 5493.020020
	Iteration 47Q: 3 clusters Score -9082752 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43858 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -9082806.000000 Penalty: 5493.020020
	Iteration 48Q: 3 clusters Score -9082806 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -9082880.000000 Penalty: 5493.020020
	Iteration 49Q: 3 clusters Score -9082880 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -9082917.000000 Penalty: 5493.020020
	Iteration 50Q: 3 clusters Score -9082917 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44899 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -9082971.000000 Penalty: 5493.020020
	Iteration 51Q: 3 clusters Score -9082971 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45227 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -9083038.000000 Penalty: 5493.020020
	Iteration 52Q: 3 clusters Score -9083038 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -9083087.000000 Penalty: 5493.020020
	Iteration 53Q: 3 clusters Score -9083087 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45766 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -9083139.000000 Penalty: 5493.020020
	Iteration 54Q: 3 clusters Score -9083139 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -9083175.000000 Penalty: 5493.020020
	Iteration 55Q: 3 clusters Score -9083175 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46219 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -9083178.000000 Penalty: 5493.020020
	Iteration 56Q: 3 clusters Score -9083178 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46396 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -9083203.000000 Penalty: 5493.020020
	Iteration 57Q: 3 clusters Score -9083203 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46576 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -9083220.000000 Penalty: 5493.020020
	Iteration 58Q: 3 clusters Score -9083220 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46751 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -9083254.000000 Penalty: 5493.020020
	Iteration 59Q: 3 clusters Score -9083254 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46912 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -9083278.000000 Penalty: 5493.020020
	Iteration 60F: 3 clusters Score -9083278 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47055 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 47178 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47293 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47418 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47541 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9083341 nChanged 122
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Mstep: Class 1 contains 47663 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47777 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47896 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48008 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48114 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48226 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48347 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48483 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48616 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48751 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48887 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9083449 nChanged 148
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Mstep: Class 1 contains 49035 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9083501 nChanged 147
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Mstep: Class 1 contains 49342 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49500 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9083531 nChanged 165
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Mstep: Class 1 contains 49665 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49845 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50034 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50216 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50403 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50590 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50762 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51098 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51245 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51390 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51543 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51700 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51863 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 52023 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9083850 nChanged 163
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Mstep: Class 1 contains 52186 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 52349 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 52502 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 52644 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9083920 nChanged 129
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Mstep: Class 1 contains 52767 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9083951 nChanged 105
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Mstep: Class 1 contains 52872 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 52964 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 53047 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 53120 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 53193 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 53273 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9083994 nChanged 79
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Mstep: Class 1 contains 53352 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9084002 nChanged 86
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Mstep: Class 1 contains 53521 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9084007 nChanged 87
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Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9084028 nChanged 77
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Mstep: Class 1 contains 53683 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9084032 nChanged 96
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Mstep: Class 2 contains 10737 members 
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	Iteration 112Q: 3 clusters Score -9084041 nChanged 81
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Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9084043 nChanged 78
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9084026 nChanged 77
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9084023 nChanged 66
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Entering Unmasked Estep 
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Mstep: Class 2 contains 10386 members 
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	Iteration 117Q: 3 clusters Score -9084028 nChanged 53
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Mstep: Class 2 contains 10335 members 
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	Iteration 119Q: 3 clusters Score -9084026 nChanged 45
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9084023 nChanged 36
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Entering Unmasked Estep 
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Mstep: Class 2 contains 10177 members 
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	Iteration 122Q: 3 clusters Score -9084034 nChanged 25
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Mstep: Class 2 contains 10152 members 
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	Iteration 123Q: 3 clusters Score -9084045 nChanged 27
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Mstep: Class 2 contains 10125 members 
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	Iteration 125Q: 3 clusters Score -9084038 nChanged 31
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	Iteration 126Q: 3 clusters Score -9084035 nChanged 25
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	Iteration 127Q: 3 clusters Score -9084047 nChanged 23
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	Iteration 140F: 3 clusters Score -9084105 nChanged 21
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	Iteration 141Q: 3 clusters Score -9084100 nChanged 25
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	Iteration 142Q: 3 clusters Score -9084093 nChanged 23
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	Iteration 145Q: 3 clusters Score -9084115 nChanged 27
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	Iteration 146Q: 3 clusters Score -9084100 nChanged 23
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	Iteration 148Q: 3 clusters Score -9084091 nChanged 13
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Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -9084100.000000 Penalty: 5493.020020
	Iteration 156Q: 3 clusters Score -9084100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55072 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -9084100.000000 Penalty: 5493.020020
	Iteration 157Q: 3 clusters Score -9084100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55083 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -9084100.000000 Penalty: 5493.020020
	Iteration 158Q: 3 clusters Score -9084100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55092 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -9084096.000000 Penalty: 5493.020020
	Iteration 159Q: 3 clusters Score -9084096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55100 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -9084095.000000 Penalty: 5493.020020
	Iteration 160F: 3 clusters Score -9084095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55105 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -9084083.000000 Penalty: 5493.020020
	Iteration 161Q: 3 clusters Score -9084083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55110 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -9084084.000000 Penalty: 5493.020020
	Iteration 162Q: 3 clusters Score -9084084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55111 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -9084089.000000 Penalty: 5493.020020
	Iteration 163Q: 3 clusters Score -9084089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55112 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -9084087.000000 Penalty: 5493.020020
	Iteration 164Q: 3 clusters Score -9084087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55113 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -9084093.000000 Penalty: 5493.020020
	Iteration 165Q: 3 clusters Score -9084093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55115 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -9084097.000000 Penalty: 5493.020020
	Iteration 166Q: 3 clusters Score -9084097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55116 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -9084101.000000 Penalty: 5493.020020
	Iteration 167Q: 3 clusters Score -9084101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55116 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -9084101.000000 Penalty: 5493.020020
	Iteration 168F: 3 clusters Score -9084101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (120124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120124 members 
Entering Unmasked Estep 
Score: -17011204.000000 Penalty: 2900.677246
	Iteration 0F: 2 clusters Score -1.70112e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60013 members 
Mstep: Class 2 contains 60111 members 
Entering Unmasked Estep 
Score: -16934192.000000 Penalty: 5801.354492
	Iteration 0F: 3 clusters Score -1.693419e+07 nChanged 57018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59407 members 
Mstep: Class 2 contains 60717 members 
Entering Unmasked Estep 
Score: -16967934.000000 Penalty: 5801.354492
	Iteration 1F: 3 clusters Score -1.696793e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59363 members 
Mstep: Class 2 contains 60761 members 
Entering Unmasked Estep 
Score: -16969620.000000 Penalty: 5801.354492
	Iteration 2Q: 3 clusters Score -1.696962e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59478 members 
Mstep: Class 2 contains 60646 members 
Entering Unmasked Estep 
Score: -16971526.000000 Penalty: 5801.354492
	Iteration 3Q: 3 clusters Score -1.697153e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59920 members 
Mstep: Class 2 contains 60204 members 
Entering Unmasked Estep 
Score: -16973344.000000 Penalty: 5801.354492
	Iteration 4Q: 3 clusters Score -1.697334e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60731 members 
Mstep: Class 2 contains 59393 members 
Entering Unmasked Estep 
Score: -16975124.000000 Penalty: 5801.354492
	Iteration 5Q: 3 clusters Score -1.697512e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62057 members 
Mstep: Class 2 contains 58067 members 
Entering Unmasked Estep 
Score: -16977206.000000 Penalty: 5801.354492
	Iteration 6Q: 3 clusters Score -1.697721e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64089 members 
Mstep: Class 2 contains 56035 members 
Entering Unmasked Estep 
Score: -16979656.000000 Penalty: 5801.354492
	Iteration 7Q: 3 clusters Score -1.697966e+07 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67087 members 
Mstep: Class 2 contains 53037 members 
Entering Unmasked Estep 
Score: -16983326.000000 Penalty: 5801.354492
	Iteration 8F: 3 clusters Score -1.698333e+07 nChanged 7106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70927 members 
Mstep: Class 2 contains 49197 members 
Entering Unmasked Estep 
Score: -16988852.000000 Penalty: 5801.354492
	Iteration 9F: 3 clusters Score -1.698885e+07 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74617 members 
Mstep: Class 2 contains 45507 members 
Entering Unmasked Estep 
Score: -16994516.000000 Penalty: 5801.354492
	Iteration 10F: 3 clusters Score -1.699452e+07 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77434 members 
Mstep: Class 2 contains 42690 members 
Entering Unmasked Estep 
Score: -16997614.000000 Penalty: 5801.354492
	Iteration 11Q: 3 clusters Score -1.699761e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79402 members 
Mstep: Class 2 contains 40722 members 
Entering Unmasked Estep 
Score: -16998694.000000 Penalty: 5801.354492
	Iteration 12Q: 3 clusters Score -1.699869e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81103 members 
Mstep: Class 2 contains 39021 members 
Entering Unmasked Estep 
Score: -16999218.000000 Penalty: 5801.354492
	Iteration 13Q: 3 clusters Score -1.699922e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82773 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -16999644.000000 Penalty: 5801.354492
	Iteration 14Q: 3 clusters Score -1.699964e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84467 members 
Mstep: Class 2 contains 35657 members 
Entering Unmasked Estep 
Score: -17000086.000000 Penalty: 5801.354492
	Iteration 15Q: 3 clusters Score -1.700009e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86219 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -17000554.000000 Penalty: 5801.354492
	Iteration 16Q: 3 clusters Score -1.700055e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88113 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -17001088.000000 Penalty: 5801.354492
	Iteration 17Q: 3 clusters Score -1.700109e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90008 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -17001470.000000 Penalty: 5801.354492
	Iteration 18Q: 3 clusters Score -1.700147e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91949 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -17001976.000000 Penalty: 5801.354492
	Iteration 19Q: 3 clusters Score -1.700198e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93910 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -17002454.000000 Penalty: 5801.354492
	Iteration 20F: 3 clusters Score -1.700245e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95978 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -17003034.000000 Penalty: 5801.354492
	Iteration 21Q: 3 clusters Score -1.700303e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98032 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -17003640.000000 Penalty: 5801.354492
	Iteration 22Q: 3 clusters Score -1.700364e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100125 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -17004252.000000 Penalty: 5801.354492
	Iteration 23Q: 3 clusters Score -1.700425e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102256 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -17005016.000000 Penalty: 5801.354492
	Iteration 24Q: 3 clusters Score -1.700502e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104275 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -17005776.000000 Penalty: 5801.354492
	Iteration 25Q: 3 clusters Score -1.700578e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106221 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -17006440.000000 Penalty: 5801.354492
	Iteration 26Q: 3 clusters Score -1.700644e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108096 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -17007184.000000 Penalty: 5801.354492
	Iteration 27Q: 3 clusters Score -1.700718e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109802 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -17007792.000000 Penalty: 5801.354492
	Iteration 28Q: 3 clusters Score -1.700779e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111329 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -17008378.000000 Penalty: 5801.354492
	Iteration 29Q: 3 clusters Score -1.700838e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112603 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -17008798.000000 Penalty: 5801.354492
	Iteration 30Q: 3 clusters Score -1.70088e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113644 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -17009260.000000 Penalty: 5801.354492
	Iteration 31Q: 3 clusters Score -1.700926e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114511 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -17009532.000000 Penalty: 5801.354492
	Iteration 32Q: 3 clusters Score -1.700953e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115161 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -17009750.000000 Penalty: 5801.354492
	Iteration 33Q: 3 clusters Score -1.700975e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115708 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -17009956.000000 Penalty: 5801.354492
	Iteration 34Q: 3 clusters Score -1.700996e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116142 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -17010042.000000 Penalty: 5801.354492
	Iteration 35Q: 3 clusters Score -1.701004e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116471 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -17010166.000000 Penalty: 5801.354492
	Iteration 36Q: 3 clusters Score -1.701017e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116733 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -17010178.000000 Penalty: 5801.354492
	Iteration 37Q: 3 clusters Score -1.701018e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116934 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -17010194.000000 Penalty: 5801.354492
	Iteration 38Q: 3 clusters Score -1.701019e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117095 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -17010206.000000 Penalty: 5801.354492
	Iteration 39Q: 3 clusters Score -1.701021e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117229 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -17010272.000000 Penalty: 5801.354492
	Iteration 40F: 3 clusters Score -1.701027e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117360 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -17010316.000000 Penalty: 5801.354492
	Iteration 41Q: 3 clusters Score -1.701032e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117451 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -17010324.000000 Penalty: 5801.354492
	Iteration 42Q: 3 clusters Score -1.701032e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117533 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -17010308.000000 Penalty: 5801.354492
	Iteration 43Q: 3 clusters Score -1.701031e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117593 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -17010310.000000 Penalty: 5801.354492
	Iteration 44Q: 3 clusters Score -1.701031e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117636 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -17010302.000000 Penalty: 5801.354492
	Iteration 45Q: 3 clusters Score -1.70103e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117671 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -17010286.000000 Penalty: 5801.354492
	Iteration 46Q: 3 clusters Score -1.701029e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117698 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -17010278.000000 Penalty: 5801.354492
	Iteration 47Q: 3 clusters Score -1.701028e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117722 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -17010278.000000 Penalty: 5801.354492
	Iteration 48Q: 3 clusters Score -1.701028e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117743 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -17010292.000000 Penalty: 5801.354492
	Iteration 49Q: 3 clusters Score -1.701029e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117767 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -17010310.000000 Penalty: 5801.354492
	Iteration 50Q: 3 clusters Score -1.701031e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117791 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -17010298.000000 Penalty: 5801.354492
	Iteration 51Q: 3 clusters Score -1.70103e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117810 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -17010294.000000 Penalty: 5801.354492
	Iteration 52Q: 3 clusters Score -1.701029e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117832 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -17010308.000000 Penalty: 5801.354492
	Iteration 53Q: 3 clusters Score -1.701031e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117852 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -17010306.000000 Penalty: 5801.354492
	Iteration 54Q: 3 clusters Score -1.701031e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117870 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -17010282.000000 Penalty: 5801.354492
	Iteration 55Q: 3 clusters Score -1.701028e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117882 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -17010308.000000 Penalty: 5801.354492
	Iteration 56Q: 3 clusters Score -1.701031e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117890 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -17010310.000000 Penalty: 5801.354492
	Iteration 57Q: 3 clusters Score -1.701031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117895 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -17010314.000000 Penalty: 5801.354492
	Iteration 58Q: 3 clusters Score -1.701031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117901 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -17010324.000000 Penalty: 5801.354492
	Iteration 59Q: 3 clusters Score -1.701032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117907 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -17010332.000000 Penalty: 5801.354492
	Iteration 60F: 3 clusters Score -1.701033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117913 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -17010330.000000 Penalty: 5801.354492
	Iteration 61Q: 3 clusters Score -1.701033e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117924 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -17010330.000000 Penalty: 5801.354492
	Iteration 62Q: 3 clusters Score -1.701033e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117938 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -17010342.000000 Penalty: 5801.354492
	Iteration 63Q: 3 clusters Score -1.701034e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117950 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -17010322.000000 Penalty: 5801.354492
	Iteration 64Q: 3 clusters Score -1.701032e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117959 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -17010328.000000 Penalty: 5801.354492
	Iteration 65Q: 3 clusters Score -1.701033e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117968 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -17010316.000000 Penalty: 5801.354492
	Iteration 66Q: 3 clusters Score -1.701032e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117976 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -17010316.000000 Penalty: 5801.354492
	Iteration 67Q: 3 clusters Score -1.701032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117980 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -17010306.000000 Penalty: 5801.354492
	Iteration 68Q: 3 clusters Score -1.701031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117982 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -17010314.000000 Penalty: 5801.354492
	Iteration 69Q: 3 clusters Score -1.701031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117983 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -17010306.000000 Penalty: 5801.354492
	Iteration 70Q: 3 clusters Score -1.701031e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117983 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -17010306.000000 Penalty: 5801.354492
	Iteration 71F: 3 clusters Score -1.701031e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Entering Unmasked Estep 
Score: -88087.414062 Penalty: 1661.476196
	Iteration 0F: 2 clusters Score -88087.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -86555.367188 Penalty: 3322.952393
	Iteration 0F: 3 clusters Score -86555.37 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -87144.578125 Penalty: 3322.952393
	Iteration 1F: 3 clusters Score -87144.58 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -87482.109375 Penalty: 3322.952393
	Iteration 2F: 3 clusters Score -87482.11 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -87774.210938 Penalty: 3322.952393
	Iteration 3F: 3 clusters Score -87774.21 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -88004.304688 Penalty: 3322.952393
	Iteration 4F: 3 clusters Score -88004.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -88175.023438 Penalty: 3322.952393
	Iteration 5Q: 3 clusters Score -88175.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -88305.585938 Penalty: 3322.952393
	Iteration 6Q: 3 clusters Score -88305.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -88416.601562 Penalty: 3322.952393
	Iteration 7Q: 3 clusters Score -88416.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -88547.281250 Penalty: 3322.952393
	Iteration 8Q: 3 clusters Score -88547.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -88629.984375 Penalty: 3322.952393
	Iteration 9Q: 3 clusters Score -88629.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -88728.632812 Penalty: 3322.952393
	Iteration 10Q: 3 clusters Score -88728.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -89003.304688 Penalty: 3322.952393
	Iteration 11Q: 3 clusters Score -89003.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -89104.031250 Penalty: 3322.952393
	Iteration 12Q: 3 clusters Score -89104.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -89122.601562 Penalty: 3322.952393
	Iteration 13Q: 3 clusters Score -89122.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -89134.820312 Penalty: 3322.952393
	Iteration 14Q: 3 clusters Score -89134.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -89182.617188 Penalty: 3322.952393
	Iteration 15F: 3 clusters Score -89182.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -89364.390625 Penalty: 3322.952393
	Iteration 16Q: 3 clusters Score -89364.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -89431.539062 Penalty: 3322.952393
	Iteration 17Q: 3 clusters Score -89431.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -89480.953125 Penalty: 3322.952393
	Iteration 18Q: 3 clusters Score -89480.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -89522.859375 Penalty: 3322.952393
	Iteration 19Q: 3 clusters Score -89522.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -89551.156250 Penalty: 3322.952393
	Iteration 20F: 3 clusters Score -89551.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -89643.617188 Penalty: 3322.952393
	Iteration 21Q: 3 clusters Score -89643.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -89852.156250 Penalty: 3322.952393
	Iteration 22Q: 3 clusters Score -89852.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -89868.445312 Penalty: 3322.952393
	Iteration 23Q: 3 clusters Score -89868.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -89884.765625 Penalty: 3322.952393
	Iteration 24Q: 3 clusters Score -89884.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -89884.765625 Penalty: 3322.952393
	Iteration 25F: 3 clusters Score -89884.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159241 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8017 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64514 members 
Mstep: Class 6 contains 120124 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2206 members 
Mstep: Class 11 contains 39658 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17281 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55700 members 
Mstep: Class 16 contains 172296 members 
Mstep: Class 17 contains 34567 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 88089 members 
Mstep: Class 20 contains 26876 members 
Mstep: Class 21 contains 161196 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Mstep: Class 25 contains 512 members 
Entering Unmasked Estep 
Score: -132704936.000000 Penalty: 85410.039062
Splitting cluster 7 changes total score from -132704936.000000 to -132704936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Entering Unmasked Estep 
Score: -379889.125000 Penalty: 1972.771362
	Iteration 0F: 2 clusters Score -379889.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -376714.687500 Penalty: 3945.542725
	Iteration 0F: 3 clusters Score -376714.7 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -377365.968750 Penalty: 3945.542725
	Iteration 1F: 3 clusters Score -377366 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -377546.750000 Penalty: 3945.542725
	Iteration 2F: 3 clusters Score -377546.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -377662.781250 Penalty: 3945.542725
	Iteration 3F: 3 clusters Score -377662.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -377733.531250 Penalty: 3945.542725
	Iteration 4Q: 3 clusters Score -377733.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -377776.625000 Penalty: 3945.542725
	Iteration 5Q: 3 clusters Score -377776.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -377807.093750 Penalty: 3945.542725
	Iteration 6Q: 3 clusters Score -377807.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -377828.187500 Penalty: 3945.542725
	Iteration 7Q: 3 clusters Score -377828.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -377840.656250 Penalty: 3945.542725
	Iteration 8Q: 3 clusters Score -377840.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -377850.062500 Penalty: 3945.542725
	Iteration 9Q: 3 clusters Score -377850.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -377859.937500 Penalty: 3945.542725
	Iteration 10Q: 3 clusters Score -377859.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -377866.812500 Penalty: 3945.542725
	Iteration 11Q: 3 clusters Score -377866.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -377871.625000 Penalty: 3945.542725
	Iteration 12Q: 3 clusters Score -377871.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -377875.406250 Penalty: 3945.542725
	Iteration 13Q: 3 clusters Score -377875.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -377875.250000 Penalty: 3945.542725
	Iteration 14Q: 3 clusters Score -377875.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -377877.687500 Penalty: 3945.542725
	Iteration 15Q: 3 clusters Score -377877.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -377878.656250 Penalty: 3945.542725
	Iteration 16Q: 3 clusters Score -377878.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -377879.875000 Penalty: 3945.542725
	Iteration 17Q: 3 clusters Score -377879.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -377880.687500 Penalty: 3945.542725
	Iteration 18Q: 3 clusters Score -377880.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -377881.468750 Penalty: 3945.542725
	Iteration 19Q: 3 clusters Score -377881.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -377883.812500 Penalty: 3945.542725
	Iteration 20F: 3 clusters Score -377883.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -377888.093750 Penalty: 3945.542725
	Iteration 21Q: 3 clusters Score -377888.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -377890.781250 Penalty: 3945.542725
	Iteration 22Q: 3 clusters Score -377890.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -377892.843750 Penalty: 3945.542725
	Iteration 23Q: 3 clusters Score -377892.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -377894.500000 Penalty: 3945.542725
	Iteration 24Q: 3 clusters Score -377894.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -377895.093750 Penalty: 3945.542725
	Iteration 25Q: 3 clusters Score -377895.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -377896.312500 Penalty: 3945.542725
	Iteration 26Q: 3 clusters Score -377896.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -377899.250000 Penalty: 3945.542725
	Iteration 27Q: 3 clusters Score -377899.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -377902.000000 Penalty: 3945.542725
	Iteration 28Q: 3 clusters Score -377902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -377903.156250 Penalty: 3945.542725
	Iteration 29Q: 3 clusters Score -377903.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -377903.906250 Penalty: 3945.542725
	Iteration 30Q: 3 clusters Score -377903.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -377903.906250 Penalty: 3945.542725
	Iteration 31F: 3 clusters Score -377903.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -58996.222656 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -58996.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -57632.148438 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -57632.15 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -58076.347656 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -58076.35 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -58280.074219 Penalty: 3092.267822
	Iteration 2F: 3 clusters Score -58280.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -58466.308594 Penalty: 3092.267822
	Iteration 3Q: 3 clusters Score -58466.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -58841.058594 Penalty: 3092.267822
	Iteration 4Q: 3 clusters Score -58841.06 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -58957.687500 Penalty: 3092.267822
	Iteration 5F: 3 clusters Score -58957.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -59016.648438 Penalty: 3092.267822
	Iteration 6Q: 3 clusters Score -59016.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -59104.039062 Penalty: 3092.267822
	Iteration 7Q: 3 clusters Score -59104.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -59196.546875 Penalty: 3092.267822
	Iteration 8Q: 3 clusters Score -59196.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -59304.570312 Penalty: 3092.267822
	Iteration 9Q: 3 clusters Score -59304.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -59359.890625 Penalty: 3092.267822
	Iteration 10Q: 3 clusters Score -59359.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -59398.078125 Penalty: 3092.267822
	Iteration 11Q: 3 clusters Score -59398.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -59432.332031 Penalty: 3092.267822
	Iteration 12Q: 3 clusters Score -59432.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -59458.011719 Penalty: 3092.267822
	Iteration 13Q: 3 clusters Score -59458.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -59480.238281 Penalty: 3092.267822
	Iteration 14Q: 3 clusters Score -59480.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -59604.441406 Penalty: 3092.267822
	Iteration 15Q: 3 clusters Score -59604.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -59710.937500 Penalty: 3092.267822
	Iteration 16Q: 3 clusters Score -59710.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -59718.734375 Penalty: 3092.267822
	Iteration 17F: 3 clusters Score -59718.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -59742.386719 Penalty: 3092.267822
	Iteration 18Q: 3 clusters Score -59742.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -59756.472656 Penalty: 3092.267822
	Iteration 19Q: 3 clusters Score -59756.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -59778.734375 Penalty: 3092.267822
	Iteration 20F: 3 clusters Score -59778.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -59810.316406 Penalty: 3092.267822
	Iteration 21Q: 3 clusters Score -59810.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -59866.265625 Penalty: 3092.267822
	Iteration 22Q: 3 clusters Score -59866.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -59930.101562 Penalty: 3092.267822
	Iteration 23Q: 3 clusters Score -59930.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -60014.660156 Penalty: 3092.267822
	Iteration 24Q: 3 clusters Score -60014.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -60040.816406 Penalty: 3092.267822
	Iteration 25Q: 3 clusters Score -60040.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -60040.816406 Penalty: 3092.267822
	Iteration 26F: 3 clusters Score -60040.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159241 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8017 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64514 members 
Mstep: Class 6 contains 120124 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 324 members 
Mstep: Class 10 contains 2206 members 
Mstep: Class 11 contains 39658 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17281 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55700 members 
Mstep: Class 16 contains 172296 members 
Mstep: Class 17 contains 34567 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 88089 members 
Mstep: Class 20 contains 26876 members 
Mstep: Class 21 contains 161196 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Mstep: Class 25 contains 186 members 
Entering Unmasked Estep 
Score: -132704048.000000 Penalty: 85410.039062
Splitting cluster 9 changes total score from -132704936.000000 to -132704048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (2206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Entering Unmasked Estep 
Score: -303787.250000 Penalty: 1909.336182
	Iteration 0F: 2 clusters Score -303787.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -300974.531250 Penalty: 3818.672363
	Iteration 0F: 3 clusters Score -300974.5 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -301504.093750 Penalty: 3818.672363
	Iteration 1F: 3 clusters Score -301504.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -301657.187500 Penalty: 3818.672363
	Iteration 2F: 3 clusters Score -301657.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -301745.031250 Penalty: 3818.672363
	Iteration 3Q: 3 clusters Score -301745 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -301809.968750 Penalty: 3818.672363
	Iteration 4Q: 3 clusters Score -301810 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -301844.718750 Penalty: 3818.672363
	Iteration 5Q: 3 clusters Score -301844.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -301872.187500 Penalty: 3818.672363
	Iteration 6Q: 3 clusters Score -301872.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -301897.343750 Penalty: 3818.672363
	Iteration 7Q: 3 clusters Score -301897.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -301910.625000 Penalty: 3818.672363
	Iteration 8Q: 3 clusters Score -301910.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -301922.031250 Penalty: 3818.672363
	Iteration 9Q: 3 clusters Score -301922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -301928.906250 Penalty: 3818.672363
	Iteration 10Q: 3 clusters Score -301928.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -301936.750000 Penalty: 3818.672363
	Iteration 11Q: 3 clusters Score -301936.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -301942.843750 Penalty: 3818.672363
	Iteration 12Q: 3 clusters Score -301942.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -301949.968750 Penalty: 3818.672363
	Iteration 13Q: 3 clusters Score -301950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -301951.031250 Penalty: 3818.672363
	Iteration 14Q: 3 clusters Score -301951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -301952.250000 Penalty: 3818.672363
	Iteration 15Q: 3 clusters Score -301952.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -301953.937500 Penalty: 3818.672363
	Iteration 16Q: 3 clusters Score -301953.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -301953.906250 Penalty: 3818.672363
	Iteration 17Q: 3 clusters Score -301953.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -301954.500000 Penalty: 3818.672363
	Iteration 18Q: 3 clusters Score -301954.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -301956.156250 Penalty: 3818.672363
	Iteration 19Q: 3 clusters Score -301956.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -301957.000000 Penalty: 3818.672363
	Iteration 20F: 3 clusters Score -301957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39658 members 
Entering Unmasked Estep 
Score: -5435381.000000 Penalty: 2625.835938
	Iteration 0F: 2 clusters Score -5435381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -5408456.500000 Penalty: 5251.671875
	Iteration 0F: 3 clusters Score -5408456 nChanged 18149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -5418383.500000 Penalty: 5251.671875
	Iteration 1F: 3 clusters Score -5418384 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -5418938.000000 Penalty: 5251.671875
	Iteration 2Q: 3 clusters Score -5418938 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -5419527.500000 Penalty: 5251.671875
	Iteration 3Q: 3 clusters Score -5419528 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -5420235.500000 Penalty: 5251.671875
	Iteration 4Q: 3 clusters Score -5420236 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -5421241.500000 Penalty: 5251.671875
	Iteration 5F: 3 clusters Score -5421242 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -5422682.000000 Penalty: 5251.671875
	Iteration 6F: 3 clusters Score -5422682 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -5424669.000000 Penalty: 5251.671875
	Iteration 7F: 3 clusters Score -5424669 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -5427188.000000 Penalty: 5251.671875
	Iteration 8F: 3 clusters Score -5427188 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -5429574.000000 Penalty: 5251.671875
	Iteration 9F: 3 clusters Score -5429574 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -5431213.000000 Penalty: 5251.671875
	Iteration 10Q: 3 clusters Score -5431213 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -5432175.500000 Penalty: 5251.671875
	Iteration 11Q: 3 clusters Score -5432176 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 39085 members 
Entering Unmasked Estep 
Score: -5432622.500000 Penalty: 5251.671875
	Iteration 12Q: 3 clusters Score -5432622 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 39241 members 
Entering Unmasked Estep 
Score: -5432789.000000 Penalty: 5251.671875
	Iteration 13Q: 3 clusters Score -5432789 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -5432892.000000 Penalty: 5251.671875
	Iteration 14Q: 3 clusters Score -5432892 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 39356 members 
Entering Unmasked Estep 
Score: -5432956.000000 Penalty: 5251.671875
	Iteration 15Q: 3 clusters Score -5432956 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -5433001.000000 Penalty: 5251.671875
	Iteration 16Q: 3 clusters Score -5433001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 39390 members 
Entering Unmasked Estep 
Score: -5433015.000000 Penalty: 5251.671875
	Iteration 17Q: 3 clusters Score -5433015 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 39400 members 
Entering Unmasked Estep 
Score: -5433030.000000 Penalty: 5251.671875
	Iteration 18Q: 3 clusters Score -5433030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 39408 members 
Entering Unmasked Estep 
Score: -5433045.000000 Penalty: 5251.671875
	Iteration 19Q: 3 clusters Score -5433045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 39410 members 
Entering Unmasked Estep 
Score: -5433050.000000 Penalty: 5251.671875
	Iteration 20F: 3 clusters Score -5433050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 39409 members 
Entering Unmasked Estep 
Score: -5433054.500000 Penalty: 5251.671875
	Iteration 21Q: 3 clusters Score -5433054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -5433051.000000 Penalty: 5251.671875
	Iteration 22Q: 3 clusters Score -5433051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -5433059.500000 Penalty: 5251.671875
	Iteration 23Q: 3 clusters Score -5433060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 39408 members 
Entering Unmasked Estep 
Score: -5433059.000000 Penalty: 5251.671875
	Iteration 24Q: 3 clusters Score -5433059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 39409 members 
Entering Unmasked Estep 
Score: -5433061.000000 Penalty: 5251.671875
	Iteration 25Q: 3 clusters Score -5433061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 39408 members 
Entering Unmasked Estep 
Score: -5433060.000000 Penalty: 5251.671875
	Iteration 26Q: 3 clusters Score -5433060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 39408 members 
Entering Unmasked Estep 
Score: -5433060.000000 Penalty: 5251.671875
	Iteration 27F: 3 clusters Score -5433060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Entering Unmasked Estep 
Score: -543557.812500 Penalty: 2053.302002
	Iteration 0F: 2 clusters Score -543557.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -539746.312500 Penalty: 4106.604004
	Iteration 0F: 3 clusters Score -539746.3 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -540575.625000 Penalty: 4106.604004
	Iteration 1F: 3 clusters Score -540575.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -540764.812500 Penalty: 4106.604004
	Iteration 2F: 3 clusters Score -540764.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -540873.687500 Penalty: 4106.604004
	Iteration 3Q: 3 clusters Score -540873.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -540942.375000 Penalty: 4106.604004
	Iteration 4Q: 3 clusters Score -540942.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -541003.687500 Penalty: 4106.604004
	Iteration 5Q: 3 clusters Score -541003.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -541049.875000 Penalty: 4106.604004
	Iteration 6Q: 3 clusters Score -541049.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -541087.562500 Penalty: 4106.604004
	Iteration 7Q: 3 clusters Score -541087.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -541121.625000 Penalty: 4106.604004
	Iteration 8Q: 3 clusters Score -541121.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -541156.250000 Penalty: 4106.604004
	Iteration 9Q: 3 clusters Score -541156.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -541198.875000 Penalty: 4106.604004
	Iteration 10Q: 3 clusters Score -541198.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -541235.562500 Penalty: 4106.604004
	Iteration 11Q: 3 clusters Score -541235.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -541272.875000 Penalty: 4106.604004
	Iteration 12Q: 3 clusters Score -541272.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -541324.312500 Penalty: 4106.604004
	Iteration 13Q: 3 clusters Score -541324.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -541370.562500 Penalty: 4106.604004
	Iteration 14Q: 3 clusters Score -541370.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -541420.937500 Penalty: 4106.604004
	Iteration 15Q: 3 clusters Score -541420.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -541451.562500 Penalty: 4106.604004
	Iteration 16Q: 3 clusters Score -541451.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -541487.187500 Penalty: 4106.604004
	Iteration 17Q: 3 clusters Score -541487.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -541519.187500 Penalty: 4106.604004
	Iteration 18Q: 3 clusters Score -541519.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -541555.375000 Penalty: 4106.604004
	Iteration 19Q: 3 clusters Score -541555.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -541596.312500 Penalty: 4106.604004
	Iteration 20F: 3 clusters Score -541596.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -541638.187500 Penalty: 4106.604004
	Iteration 21Q: 3 clusters Score -541638.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -541686.937500 Penalty: 4106.604004
	Iteration 22Q: 3 clusters Score -541686.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -541729.187500 Penalty: 4106.604004
	Iteration 23Q: 3 clusters Score -541729.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -541775.437500 Penalty: 4106.604004
	Iteration 24Q: 3 clusters Score -541775.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -541809.875000 Penalty: 4106.604004
	Iteration 25Q: 3 clusters Score -541809.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -541844.500000 Penalty: 4106.604004
	Iteration 26Q: 3 clusters Score -541844.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -541883.937500 Penalty: 4106.604004
	Iteration 27Q: 3 clusters Score -541883.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -541942.687500 Penalty: 4106.604004
	Iteration 28Q: 3 clusters Score -541942.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -541977.312500 Penalty: 4106.604004
	Iteration 29Q: 3 clusters Score -541977.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -542021.125000 Penalty: 4106.604004
	Iteration 30Q: 3 clusters Score -542021.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -542065.000000 Penalty: 4106.604004
	Iteration 31Q: 3 clusters Score -542065 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -542111.687500 Penalty: 4106.604004
	Iteration 32Q: 3 clusters Score -542111.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -542147.500000 Penalty: 4106.604004
	Iteration 33Q: 3 clusters Score -542147.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -542180.187500 Penalty: 4106.604004
	Iteration 34Q: 3 clusters Score -542180.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -542207.500000 Penalty: 4106.604004
	Iteration 35Q: 3 clusters Score -542207.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -542227.312500 Penalty: 4106.604004
	Iteration 36Q: 3 clusters Score -542227.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -542246.875000 Penalty: 4106.604004
	Iteration 37Q: 3 clusters Score -542246.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -542270.687500 Penalty: 4106.604004
	Iteration 38Q: 3 clusters Score -542270.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -542296.125000 Penalty: 4106.604004
	Iteration 39Q: 3 clusters Score -542296.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -542311.125000 Penalty: 4106.604004
	Iteration 40F: 3 clusters Score -542311.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -542323.625000 Penalty: 4106.604004
	Iteration 41Q: 3 clusters Score -542323.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -542330.125000 Penalty: 4106.604004
	Iteration 42Q: 3 clusters Score -542330.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -542338.062500 Penalty: 4106.604004
	Iteration 43Q: 3 clusters Score -542338.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -542340.562500 Penalty: 4106.604004
	Iteration 44Q: 3 clusters Score -542340.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -542345.500000 Penalty: 4106.604004
	Iteration 45Q: 3 clusters Score -542345.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -542349.062500 Penalty: 4106.604004
	Iteration 46Q: 3 clusters Score -542349.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -542353.875000 Penalty: 4106.604004
	Iteration 47Q: 3 clusters Score -542353.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -542356.375000 Penalty: 4106.604004
	Iteration 48Q: 3 clusters Score -542356.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -542362.125000 Penalty: 4106.604004
	Iteration 49Q: 3 clusters Score -542362.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -542365.187500 Penalty: 4106.604004
	Iteration 50Q: 3 clusters Score -542365.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -542369.000000 Penalty: 4106.604004
	Iteration 51Q: 3 clusters Score -542369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -542373.750000 Penalty: 4106.604004
	Iteration 52Q: 3 clusters Score -542373.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -542375.687500 Penalty: 4106.604004
	Iteration 53Q: 3 clusters Score -542375.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -542375.875000 Penalty: 4106.604004
	Iteration 54Q: 3 clusters Score -542375.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -542377.125000 Penalty: 4106.604004
	Iteration 55Q: 3 clusters Score -542377.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -542377.875000 Penalty: 4106.604004
	Iteration 56Q: 3 clusters Score -542377.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -542378.750000 Penalty: 4106.604004
	Iteration 57Q: 3 clusters Score -542378.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -542381.187500 Penalty: 4106.604004
	Iteration 58Q: 3 clusters Score -542381.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -542383.937500 Penalty: 4106.604004
	Iteration 59Q: 3 clusters Score -542383.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -542385.375000 Penalty: 4106.604004
	Iteration 60F: 3 clusters Score -542385.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -542386.687500 Penalty: 4106.604004
	Iteration 61Q: 3 clusters Score -542386.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -542387.750000 Penalty: 4106.604004
	Iteration 62Q: 3 clusters Score -542387.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -542392.062500 Penalty: 4106.604004
	Iteration 63Q: 3 clusters Score -542392.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -542394.687500 Penalty: 4106.604004
	Iteration 64Q: 3 clusters Score -542394.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -542400.062500 Penalty: 4106.604004
	Iteration 65Q: 3 clusters Score -542400.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -542404.687500 Penalty: 4106.604004
	Iteration 66Q: 3 clusters Score -542404.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -542410.250000 Penalty: 4106.604004
	Iteration 67Q: 3 clusters Score -542410.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -542418.312500 Penalty: 4106.604004
	Iteration 68Q: 3 clusters Score -542418.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -542421.125000 Penalty: 4106.604004
	Iteration 69Q: 3 clusters Score -542421.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -542426.375000 Penalty: 4106.604004
	Iteration 70Q: 3 clusters Score -542426.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -542428.250000 Penalty: 4106.604004
	Iteration 71Q: 3 clusters Score -542428.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -542429.562500 Penalty: 4106.604004
	Iteration 72Q: 3 clusters Score -542429.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -542432.375000 Penalty: 4106.604004
	Iteration 73Q: 3 clusters Score -542432.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -542435.937500 Penalty: 4106.604004
	Iteration 74Q: 3 clusters Score -542435.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -542436.687500 Penalty: 4106.604004
	Iteration 75Q: 3 clusters Score -542436.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -542438.562500 Penalty: 4106.604004
	Iteration 76Q: 3 clusters Score -542438.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -542441.187500 Penalty: 4106.604004
	Iteration 77Q: 3 clusters Score -542441.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -542448.562500 Penalty: 4106.604004
	Iteration 78Q: 3 clusters Score -542448.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -542454.687500 Penalty: 4106.604004
	Iteration 79Q: 3 clusters Score -542454.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -542462.625000 Penalty: 4106.604004
	Iteration 80F: 3 clusters Score -542462.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -542471.812500 Penalty: 4106.604004
	Iteration 81Q: 3 clusters Score -542471.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -542482.937500 Penalty: 4106.604004
	Iteration 82Q: 3 clusters Score -542482.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -542505.000000 Penalty: 4106.604004
	Iteration 83Q: 3 clusters Score -542505 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -542533.250000 Penalty: 4106.604004
	Iteration 84Q: 3 clusters Score -542533.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -542584.187500 Penalty: 4106.604004
	Iteration 85Q: 3 clusters Score -542584.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -542641.750000 Penalty: 4106.604004
	Iteration 86Q: 3 clusters Score -542641.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -542704.000000 Penalty: 4106.604004
	Iteration 87Q: 3 clusters Score -542704 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -542756.687500 Penalty: 4106.604004
	Iteration 88Q: 3 clusters Score -542756.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -542796.562500 Penalty: 4106.604004
	Iteration 89Q: 3 clusters Score -542796.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -542825.375000 Penalty: 4106.604004
	Iteration 90Q: 3 clusters Score -542825.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -542851.125000 Penalty: 4106.604004
	Iteration 91Q: 3 clusters Score -542851.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -542866.250000 Penalty: 4106.604004
	Iteration 92Q: 3 clusters Score -542866.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -542880.687500 Penalty: 4106.604004
	Iteration 93Q: 3 clusters Score -542880.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -542891.500000 Penalty: 4106.604004
	Iteration 94Q: 3 clusters Score -542891.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -542898.125000 Penalty: 4106.604004
	Iteration 95Q: 3 clusters Score -542898.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -542899.875000 Penalty: 4106.604004
	Iteration 96Q: 3 clusters Score -542899.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -542901.875000 Penalty: 4106.604004
	Iteration 97Q: 3 clusters Score -542901.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -542904.750000 Penalty: 4106.604004
	Iteration 98Q: 3 clusters Score -542904.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -542907.000000 Penalty: 4106.604004
	Iteration 99Q: 3 clusters Score -542907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -542907.812500 Penalty: 4106.604004
	Iteration 100F: 3 clusters Score -542907.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -542908.625000 Penalty: 4106.604004
	Iteration 101Q: 3 clusters Score -542908.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -542909.937500 Penalty: 4106.604004
	Iteration 102Q: 3 clusters Score -542909.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -542911.875000 Penalty: 4106.604004
	Iteration 103Q: 3 clusters Score -542911.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -542912.937500 Penalty: 4106.604004
	Iteration 104Q: 3 clusters Score -542912.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -542914.062500 Penalty: 4106.604004
	Iteration 105Q: 3 clusters Score -542914.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -542913.937500 Penalty: 4106.604004
	Iteration 106Q: 3 clusters Score -542913.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -542914.687500 Penalty: 4106.604004
	Iteration 107Q: 3 clusters Score -542914.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -542916.875000 Penalty: 4106.604004
	Iteration 108Q: 3 clusters Score -542916.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -542917.875000 Penalty: 4106.604004
	Iteration 109Q: 3 clusters Score -542917.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -542918.875000 Penalty: 4106.604004
	Iteration 110Q: 3 clusters Score -542918.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -542921.375000 Penalty: 4106.604004
	Iteration 111Q: 3 clusters Score -542921.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -542922.375000 Penalty: 4106.604004
	Iteration 112Q: 3 clusters Score -542922.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -542923.187500 Penalty: 4106.604004
	Iteration 113Q: 3 clusters Score -542923.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -542923.187500 Penalty: 4106.604004
	Iteration 114F: 3 clusters Score -542923.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Entering Unmasked Estep 
Score: -2440098.000000 Penalty: 2419.826172
	Iteration 0F: 2 clusters Score -2440098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -2427745.000000 Penalty: 4839.652344
	Iteration 0F: 3 clusters Score -2427745 nChanged 7560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2431797.750000 Penalty: 4839.652344
	Iteration 1F: 3 clusters Score -2431798 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -2432134.750000 Penalty: 4839.652344
	Iteration 2F: 3 clusters Score -2432135 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -2432383.500000 Penalty: 4839.652344
	Iteration 3Q: 3 clusters Score -2432384 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -2432576.750000 Penalty: 4839.652344
	Iteration 4Q: 3 clusters Score -2432577 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -2432744.750000 Penalty: 4839.652344
	Iteration 5Q: 3 clusters Score -2432745 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2432913.250000 Penalty: 4839.652344
	Iteration 6Q: 3 clusters Score -2432913 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -2433081.750000 Penalty: 4839.652344
	Iteration 7Q: 3 clusters Score -2433082 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -2433223.250000 Penalty: 4839.652344
	Iteration 8Q: 3 clusters Score -2433223 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -2433388.250000 Penalty: 4839.652344
	Iteration 9Q: 3 clusters Score -2433388 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -2433571.500000 Penalty: 4839.652344
	Iteration 10Q: 3 clusters Score -2433572 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2433805.750000 Penalty: 4839.652344
	Iteration 11Q: 3 clusters Score -2433806 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2434050.000000 Penalty: 4839.652344
	Iteration 12Q: 3 clusters Score -2434050 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -2434342.250000 Penalty: 4839.652344
	Iteration 13Q: 3 clusters Score -2434342 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -2434635.250000 Penalty: 4839.652344
	Iteration 14Q: 3 clusters Score -2434635 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -2434972.500000 Penalty: 4839.652344
	Iteration 15Q: 3 clusters Score -2434972 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -2435326.500000 Penalty: 4839.652344
	Iteration 16Q: 3 clusters Score -2435326 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -2435619.500000 Penalty: 4839.652344
	Iteration 17Q: 3 clusters Score -2435620 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -2435881.000000 Penalty: 4839.652344
	Iteration 18Q: 3 clusters Score -2435881 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -2436109.000000 Penalty: 4839.652344
	Iteration 19Q: 3 clusters Score -2436109 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -2436285.000000 Penalty: 4839.652344
	Iteration 20F: 3 clusters Score -2436285 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2436426.000000 Penalty: 4839.652344
	Iteration 21Q: 3 clusters Score -2436426 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2436554.000000 Penalty: 4839.652344
	Iteration 22Q: 3 clusters Score -2436554 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2436675.000000 Penalty: 4839.652344
	Iteration 23Q: 3 clusters Score -2436675 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2436788.750000 Penalty: 4839.652344
	Iteration 24Q: 3 clusters Score -2436789 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2436902.500000 Penalty: 4839.652344
	Iteration 25Q: 3 clusters Score -2436902 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2437009.500000 Penalty: 4839.652344
	Iteration 26Q: 3 clusters Score -2437010 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2437110.750000 Penalty: 4839.652344
	Iteration 27Q: 3 clusters Score -2437111 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2437218.500000 Penalty: 4839.652344
	Iteration 28Q: 3 clusters Score -2437218 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2437309.750000 Penalty: 4839.652344
	Iteration 29Q: 3 clusters Score -2437310 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2437404.250000 Penalty: 4839.652344
	Iteration 30Q: 3 clusters Score -2437404 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2437511.250000 Penalty: 4839.652344
	Iteration 31Q: 3 clusters Score -2437511 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2437608.500000 Penalty: 4839.652344
	Iteration 32Q: 3 clusters Score -2437608 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2437700.750000 Penalty: 4839.652344
	Iteration 33Q: 3 clusters Score -2437701 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2437768.000000 Penalty: 4839.652344
	Iteration 34Q: 3 clusters Score -2437768 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2437832.750000 Penalty: 4839.652344
	Iteration 35Q: 3 clusters Score -2437833 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2437873.500000 Penalty: 4839.652344
	Iteration 36Q: 3 clusters Score -2437874 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2437917.250000 Penalty: 4839.652344
	Iteration 37Q: 3 clusters Score -2437917 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2437949.500000 Penalty: 4839.652344
	Iteration 38Q: 3 clusters Score -2437950 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2437977.500000 Penalty: 4839.652344
	Iteration 39Q: 3 clusters Score -2437978 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2437997.500000 Penalty: 4839.652344
	Iteration 40F: 3 clusters Score -2437998 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2438015.750000 Penalty: 4839.652344
	Iteration 41Q: 3 clusters Score -2438016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2438025.500000 Penalty: 4839.652344
	Iteration 42Q: 3 clusters Score -2438026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2438037.500000 Penalty: 4839.652344
	Iteration 43Q: 3 clusters Score -2438038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2438051.750000 Penalty: 4839.652344
	Iteration 44Q: 3 clusters Score -2438052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2438060.500000 Penalty: 4839.652344
	Iteration 45Q: 3 clusters Score -2438060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2438074.500000 Penalty: 4839.652344
	Iteration 46Q: 3 clusters Score -2438074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2438092.750000 Penalty: 4839.652344
	Iteration 47Q: 3 clusters Score -2438093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2438099.000000 Penalty: 4839.652344
	Iteration 48Q: 3 clusters Score -2438099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2438104.000000 Penalty: 4839.652344
	Iteration 49Q: 3 clusters Score -2438104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2438108.500000 Penalty: 4839.652344
	Iteration 50Q: 3 clusters Score -2438108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2438114.500000 Penalty: 4839.652344
	Iteration 51Q: 3 clusters Score -2438114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2438114.750000 Penalty: 4839.652344
	Iteration 52Q: 3 clusters Score -2438115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2438116.500000 Penalty: 4839.652344
	Iteration 53Q: 3 clusters Score -2438116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2438116.500000 Penalty: 4839.652344
	Iteration 54F: 3 clusters Score -2438116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Entering Unmasked Estep 
Score: -79829.023438 Penalty: 1580.159790
	Iteration 0F: 2 clusters Score -79829.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -78215.101562 Penalty: 3160.319580
	Iteration 0F: 3 clusters Score -78215.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -78390.070312 Penalty: 3160.319580
	Iteration 1F: 3 clusters Score -78390.07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -78453.796875 Penalty: 3160.319580
	Iteration 2Q: 3 clusters Score -78453.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -78483.578125 Penalty: 3160.319580
	Iteration 3Q: 3 clusters Score -78483.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -78498.234375 Penalty: 3160.319580
	Iteration 4Q: 3 clusters Score -78498.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -78504.796875 Penalty: 3160.319580
	Iteration 5Q: 3 clusters Score -78504.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -78512.429688 Penalty: 3160.319580
	Iteration 6Q: 3 clusters Score -78512.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -78515.351562 Penalty: 3160.319580
	Iteration 7Q: 3 clusters Score -78515.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -78515.351562 Penalty: 3160.319580
	Iteration 8F: 3 clusters Score -78515.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (55700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55700 members 
Entering Unmasked Estep 
Score: -7861661.500000 Penalty: 2710.078369
	Iteration 0F: 2 clusters Score -7861662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -7824065.500000 Penalty: 5420.156738
	Iteration 0F: 3 clusters Score -7824066 nChanged 25785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -7838363.000000 Penalty: 5420.156738
	Iteration 1F: 3 clusters Score -7838363 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -7839030.500000 Penalty: 5420.156738
	Iteration 2Q: 3 clusters Score -7839030 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -7839658.500000 Penalty: 5420.156738
	Iteration 3Q: 3 clusters Score -7839658 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -7840264.500000 Penalty: 5420.156738
	Iteration 4Q: 3 clusters Score -7840264 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -7840987.000000 Penalty: 5420.156738
	Iteration 5Q: 3 clusters Score -7840987 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -7841935.500000 Penalty: 5420.156738
	Iteration 6Q: 3 clusters Score -7841936 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30157 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -7843124.000000 Penalty: 5420.156738
	Iteration 7Q: 3 clusters Score -7843124 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -7844810.000000 Penalty: 5420.156738
	Iteration 8F: 3 clusters Score -7844810 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -7847032.500000 Penalty: 5420.156738
	Iteration 9F: 3 clusters Score -7847032 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -7849456.500000 Penalty: 5420.156738
	Iteration 10F: 3 clusters Score -7849456 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -7851508.500000 Penalty: 5420.156738
	Iteration 11F: 3 clusters Score -7851508 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -7852813.000000 Penalty: 5420.156738
	Iteration 12Q: 3 clusters Score -7852813 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -7853574.500000 Penalty: 5420.156738
	Iteration 13Q: 3 clusters Score -7853574 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36453 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -7854090.000000 Penalty: 5420.156738
	Iteration 14Q: 3 clusters Score -7854090 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -7854475.500000 Penalty: 5420.156738
	Iteration 15Q: 3 clusters Score -7854476 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37130 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -7854756.500000 Penalty: 5420.156738
	Iteration 16Q: 3 clusters Score -7854756 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -7854947.000000 Penalty: 5420.156738
	Iteration 17Q: 3 clusters Score -7854947 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -7855106.000000 Penalty: 5420.156738
	Iteration 18Q: 3 clusters Score -7855106 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37813 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -7855222.000000 Penalty: 5420.156738
	Iteration 19Q: 3 clusters Score -7855222 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -7855297.000000 Penalty: 5420.156738
	Iteration 20F: 3 clusters Score -7855297 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38148 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -7855332.500000 Penalty: 5420.156738
	Iteration 21Q: 3 clusters Score -7855332 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -7855419.000000 Penalty: 5420.156738
	Iteration 22Q: 3 clusters Score -7855419 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38462 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -7855421.500000 Penalty: 5420.156738
	Iteration 23Q: 3 clusters Score -7855422 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -7855432.500000 Penalty: 5420.156738
	Iteration 24Q: 3 clusters Score -7855432 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -7855478.500000 Penalty: 5420.156738
	Iteration 25Q: 3 clusters Score -7855478 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -7855486.000000 Penalty: 5420.156738
	Iteration 26Q: 3 clusters Score -7855486 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38811 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -7855509.500000 Penalty: 5420.156738
	Iteration 27Q: 3 clusters Score -7855510 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -7855541.500000 Penalty: 5420.156738
	Iteration 28Q: 3 clusters Score -7855542 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -7855557.000000 Penalty: 5420.156738
	Iteration 29Q: 3 clusters Score -7855557 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -7855583.500000 Penalty: 5420.156738
	Iteration 30Q: 3 clusters Score -7855584 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -7855591.000000 Penalty: 5420.156738
	Iteration 31Q: 3 clusters Score -7855591 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39355 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -7855608.500000 Penalty: 5420.156738
	Iteration 32Q: 3 clusters Score -7855608 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39456 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -7855602.000000 Penalty: 5420.156738
	Iteration 33Q: 3 clusters Score -7855602 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -7855608.000000 Penalty: 5420.156738
	Iteration 34Q: 3 clusters Score -7855608 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -7855612.000000 Penalty: 5420.156738
	Iteration 35Q: 3 clusters Score -7855612 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -7855608.000000 Penalty: 5420.156738
	Iteration 36Q: 3 clusters Score -7855608 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -7855622.500000 Penalty: 5420.156738
	Iteration 37Q: 3 clusters Score -7855622 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -7855650.000000 Penalty: 5420.156738
	Iteration 38Q: 3 clusters Score -7855650 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -7855663.000000 Penalty: 5420.156738
	Iteration 39Q: 3 clusters Score -7855663 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 40384 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7855691 nChanged 119
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Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7855694 nChanged 138
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Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7855712 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7855720 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40895 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7855730 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7855748 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41182 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 41320 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7855773 nChanged 147
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Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7855789 nChanged 138
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Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7855793 nChanged 146
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Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7855812 nChanged 150
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Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7855878 nChanged 224
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Mstep: Class 1 contains 42699 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7855889 nChanged 216
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Mstep: Class 1 contains 42915 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43148 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43642 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7856054 nChanged 270
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Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7856189 nChanged 312
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Mstep: Class 1 contains 44817 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 45148 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 45465 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 9544 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 47281 members 
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Mstep: Class 1 contains 47676 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48078 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48947 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49872 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 50351 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 51242 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 51675 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 52062 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 52423 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 52739 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 53024 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 53645 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 53874 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7859194 nChanged 279
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Mstep: Class 1 contains 54367 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 54720 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 55068 members 
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	Iteration 103Q: 3 clusters Score -7860398 nChanged 84
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	Iteration 119Q: 3 clusters Score -7861064 nChanged 34
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	Iteration 122Q: 3 clusters Score -7861098 nChanged 10
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	Iteration 123Q: 3 clusters Score -7861102 nChanged 9
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	Iteration 125Q: 3 clusters Score -7861114 nChanged 8
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	Iteration 126Q: 3 clusters Score -7861116 nChanged 10
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	Iteration 127Q: 3 clusters Score -7861118 nChanged 6
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	Iteration 130Q: 3 clusters Score -7861120 nChanged 1
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	Iteration 131Q: 3 clusters Score -7861122 nChanged 0
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Entering Unmasked Estep 
Score: -7861121.500000 Penalty: 5420.156738
	Iteration 132F: 3 clusters Score -7861122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (172296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172296 members 
Entering Unmasked Estep 
Score: -24268448.000000 Penalty: 2990.128418
	Iteration 0F: 2 clusters Score -2.426845e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86362 members 
Mstep: Class 2 contains 85934 members 
Entering Unmasked Estep 
Score: -24160068.000000 Penalty: 5980.256836
	Iteration 0F: 3 clusters Score -2.416007e+07 nChanged 82676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89324 members 
Mstep: Class 2 contains 82972 members 
Entering Unmasked Estep 
Score: -24207906.000000 Penalty: 5980.256836
	Iteration 1F: 3 clusters Score -2.420791e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91063 members 
Mstep: Class 2 contains 81233 members 
Entering Unmasked Estep 
Score: -24209086.000000 Penalty: 5980.256836
	Iteration 2Q: 3 clusters Score -2.420909e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93889 members 
Mstep: Class 2 contains 78407 members 
Entering Unmasked Estep 
Score: -24210222.000000 Penalty: 5980.256836
	Iteration 3Q: 3 clusters Score -2.421022e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98074 members 
Mstep: Class 2 contains 74222 members 
Entering Unmasked Estep 
Score: -24211842.000000 Penalty: 5980.256836
	Iteration 4Q: 3 clusters Score -2.421184e+07 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104218 members 
Mstep: Class 2 contains 68078 members 
Entering Unmasked Estep 
Score: -24214572.000000 Penalty: 5980.256836
	Iteration 5Q: 3 clusters Score -2.421457e+07 nChanged 9668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112828 members 
Mstep: Class 2 contains 59468 members 
Entering Unmasked Estep 
Score: -24219072.000000 Penalty: 5980.256836
	Iteration 6F: 3 clusters Score -2.421907e+07 nChanged 11940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123864 members 
Mstep: Class 2 contains 48432 members 
Entering Unmasked Estep 
Score: -24226188.000000 Penalty: 5980.256836
	Iteration 7F: 3 clusters Score -2.422619e+07 nChanged 13068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136134 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -24235224.000000 Penalty: 5980.256836
	Iteration 8F: 3 clusters Score -2.423522e+07 nChanged 11842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147300 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -24244118.000000 Penalty: 5980.256836
	Iteration 9F: 3 clusters Score -2.424412e+07 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155582 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -24253098.000000 Penalty: 5980.256836
	Iteration 10F: 3 clusters Score -2.42531e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161240 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -24260476.000000 Penalty: 5980.256836
	Iteration 11Q: 3 clusters Score -2.426048e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165014 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -24264138.000000 Penalty: 5980.256836
	Iteration 12Q: 3 clusters Score -2.426414e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167257 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -24265944.000000 Penalty: 5980.256836
	Iteration 13Q: 3 clusters Score -2.426594e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168568 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -24266616.000000 Penalty: 5980.256836
	Iteration 14Q: 3 clusters Score -2.426662e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169335 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -24267052.000000 Penalty: 5980.256836
	Iteration 15Q: 3 clusters Score -2.426705e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169788 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -24267278.000000 Penalty: 5980.256836
	Iteration 16Q: 3 clusters Score -2.426728e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170083 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -24267404.000000 Penalty: 5980.256836
	Iteration 17Q: 3 clusters Score -2.42674e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170273 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -24267402.000000 Penalty: 5980.256836
	Iteration 18Q: 3 clusters Score -2.42674e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170388 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -24267436.000000 Penalty: 5980.256836
	Iteration 19Q: 3 clusters Score -2.426744e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170459 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -24267458.000000 Penalty: 5980.256836
	Iteration 20F: 3 clusters Score -2.426746e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170524 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -24267494.000000 Penalty: 5980.256836
	Iteration 21Q: 3 clusters Score -2.426749e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170573 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -24267518.000000 Penalty: 5980.256836
	Iteration 22Q: 3 clusters Score -2.426752e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170619 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -24267568.000000 Penalty: 5980.256836
	Iteration 23Q: 3 clusters Score -2.426757e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170670 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -24267590.000000 Penalty: 5980.256836
	Iteration 24Q: 3 clusters Score -2.426759e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170717 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -24267578.000000 Penalty: 5980.256836
	Iteration 25Q: 3 clusters Score -2.426758e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170772 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -24267656.000000 Penalty: 5980.256836
	Iteration 26Q: 3 clusters Score -2.426766e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170813 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -24267678.000000 Penalty: 5980.256836
	Iteration 27Q: 3 clusters Score -2.426768e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170850 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -24267762.000000 Penalty: 5980.256836
	Iteration 28Q: 3 clusters Score -2.426776e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170878 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -24267792.000000 Penalty: 5980.256836
	Iteration 29Q: 3 clusters Score -2.426779e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170895 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -24267842.000000 Penalty: 5980.256836
	Iteration 30Q: 3 clusters Score -2.426784e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170904 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -24267854.000000 Penalty: 5980.256836
	Iteration 31Q: 3 clusters Score -2.426785e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170912 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -24267858.000000 Penalty: 5980.256836
	Iteration 32Q: 3 clusters Score -2.426786e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170918 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -24267856.000000 Penalty: 5980.256836
	Iteration 33Q: 3 clusters Score -2.426786e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170928 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -24267876.000000 Penalty: 5980.256836
	Iteration 34Q: 3 clusters Score -2.426788e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170932 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -24267886.000000 Penalty: 5980.256836
	Iteration 35Q: 3 clusters Score -2.426789e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170930 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -24267902.000000 Penalty: 5980.256836
	Iteration 36Q: 3 clusters Score -2.42679e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170926 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -24267912.000000 Penalty: 5980.256836
	Iteration 37Q: 3 clusters Score -2.426791e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170926 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -24267932.000000 Penalty: 5980.256836
	Iteration 38Q: 3 clusters Score -2.426793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170929 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -24267934.000000 Penalty: 5980.256836
	Iteration 39Q: 3 clusters Score -2.426793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170933 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -24267944.000000 Penalty: 5980.256836
	Iteration 40F: 3 clusters Score -2.426794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170933 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -24267948.000000 Penalty: 5980.256836
	Iteration 41Q: 3 clusters Score -2.426795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170934 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -24267938.000000 Penalty: 5980.256836
	Iteration 42Q: 3 clusters Score -2.426794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170935 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -24267944.000000 Penalty: 5980.256836
	Iteration 43Q: 3 clusters Score -2.426794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170936 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -24267950.000000 Penalty: 5980.256836
	Iteration 44Q: 3 clusters Score -2.426795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170936 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -24267950.000000 Penalty: 5980.256836
	Iteration 45F: 3 clusters Score -2.426795e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (34567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Entering Unmasked Estep 
Score: -4903163.500000 Penalty: 2591.762451
	Iteration 0F: 2 clusters Score -4903164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -4879673.000000 Penalty: 5183.524902
	Iteration 0F: 3 clusters Score -4879673 nChanged 15599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -4888348.000000 Penalty: 5183.524902
	Iteration 1F: 3 clusters Score -4888348 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -4889214.500000 Penalty: 5183.524902
	Iteration 2F: 3 clusters Score -4889214 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -4890391.000000 Penalty: 5183.524902
	Iteration 3F: 3 clusters Score -4890391 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -4891957.000000 Penalty: 5183.524902
	Iteration 4F: 3 clusters Score -4891957 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -4894015.500000 Penalty: 5183.524902
	Iteration 5F: 3 clusters Score -4894016 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -4896334.500000 Penalty: 5183.524902
	Iteration 6F: 3 clusters Score -4896334 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -4898188.500000 Penalty: 5183.524902
	Iteration 7F: 3 clusters Score -4898188 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -4899360.500000 Penalty: 5183.524902
	Iteration 8Q: 3 clusters Score -4899360 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -4899956.000000 Penalty: 5183.524902
	Iteration 9Q: 3 clusters Score -4899956 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -4900299.500000 Penalty: 5183.524902
	Iteration 10Q: 3 clusters Score -4900300 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -4900528.500000 Penalty: 5183.524902
	Iteration 11Q: 3 clusters Score -4900528 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4900631.500000 Penalty: 5183.524902
	Iteration 12Q: 3 clusters Score -4900632 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4900688.000000 Penalty: 5183.524902
	Iteration 13Q: 3 clusters Score -4900688 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4900747.500000 Penalty: 5183.524902
	Iteration 14Q: 3 clusters Score -4900748 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -4900792.500000 Penalty: 5183.524902
	Iteration 15Q: 3 clusters Score -4900792 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -4900824.500000 Penalty: 5183.524902
	Iteration 16Q: 3 clusters Score -4900824 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -4900840.000000 Penalty: 5183.524902
	Iteration 17Q: 3 clusters Score -4900840 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4900855.000000 Penalty: 5183.524902
	Iteration 18Q: 3 clusters Score -4900855 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4900872.000000 Penalty: 5183.524902
	Iteration 19Q: 3 clusters Score -4900872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4900880.000000 Penalty: 5183.524902
	Iteration 20F: 3 clusters Score -4900880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4900884.500000 Penalty: 5183.524902
	Iteration 21Q: 3 clusters Score -4900884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4900893.500000 Penalty: 5183.524902
	Iteration 22Q: 3 clusters Score -4900894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4900904.000000 Penalty: 5183.524902
	Iteration 23Q: 3 clusters Score -4900904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4900901.000000 Penalty: 5183.524902
	Iteration 24Q: 3 clusters Score -4900901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4900907.500000 Penalty: 5183.524902
	Iteration 25Q: 3 clusters Score -4900908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4900920.000000 Penalty: 5183.524902
	Iteration 26Q: 3 clusters Score -4900920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4900916.000000 Penalty: 5183.524902
	Iteration 27Q: 3 clusters Score -4900916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4900917.000000 Penalty: 5183.524902
	Iteration 28Q: 3 clusters Score -4900917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4900922.000000 Penalty: 5183.524902
	Iteration 29Q: 3 clusters Score -4900922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4900922.000000 Penalty: 5183.524902
	Iteration 30F: 3 clusters Score -4900922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Entering Unmasked Estep 
Score: -14274.973633 Penalty: 1235.934448
	Iteration 0F: 2 clusters Score -14274.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13353.314453 Penalty: 2471.868896
	Iteration 0F: 3 clusters Score -13353.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -13406.482422 Penalty: 2471.868896
	Iteration 1F: 3 clusters Score -13406.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13433.917969 Penalty: 2471.868896
	Iteration 2Q: 3 clusters Score -13433.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -13446.116211 Penalty: 2471.868896
	Iteration 3Q: 3 clusters Score -13446.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -13455.141602 Penalty: 2471.868896
	Iteration 4Q: 3 clusters Score -13455.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -13459.844727 Penalty: 2471.868896
	Iteration 5Q: 3 clusters Score -13459.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -13466.027344 Penalty: 2471.868896
	Iteration 6Q: 3 clusters Score -13466.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -13466.027344 Penalty: 2471.868896
	Iteration 7F: 3 clusters Score -13466.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (88089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88089 members 
Entering Unmasked Estep 
Score: -12492372.000000 Penalty: 2823.753418
	Iteration 0F: 2 clusters Score -1.249237e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44060 members 
Mstep: Class 2 contains 44029 members 
Entering Unmasked Estep 
Score: -12433613.000000 Penalty: 5647.506836
	Iteration 0F: 3 clusters Score -1.243361e+07 nChanged 41378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -12458101.000000 Penalty: 5647.506836
	Iteration 1F: 3 clusters Score -1.24581e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44627 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -12459308.000000 Penalty: 5647.506836
	Iteration 2Q: 3 clusters Score -1.245931e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
Score: -12460446.000000 Penalty: 5647.506836
	Iteration 3Q: 3 clusters Score -1.246045e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45800 members 
Mstep: Class 2 contains 42289 members 
Entering Unmasked Estep 
Score: -12461682.000000 Penalty: 5647.506836
	Iteration 4Q: 3 clusters Score -1.246168e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 41237 members 
Entering Unmasked Estep 
Score: -12463356.000000 Penalty: 5647.506836
	Iteration 5Q: 3 clusters Score -1.246336e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48304 members 
Mstep: Class 2 contains 39785 members 
Entering Unmasked Estep 
Score: -12465484.000000 Penalty: 5647.506836
	Iteration 6Q: 3 clusters Score -1.246548e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50188 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -12468575.000000 Penalty: 5647.506836
	Iteration 7F: 3 clusters Score -1.246858e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52260 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -12472529.000000 Penalty: 5647.506836
	Iteration 8F: 3 clusters Score -1.247253e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54090 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -12476048.000000 Penalty: 5647.506836
	Iteration 9F: 3 clusters Score -1.247605e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55609 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -12478231.000000 Penalty: 5647.506836
	Iteration 10Q: 3 clusters Score -1.247823e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56935 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -12479206.000000 Penalty: 5647.506836
	Iteration 11Q: 3 clusters Score -1.247921e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58173 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -12479956.000000 Penalty: 5647.506836
	Iteration 12Q: 3 clusters Score -1.247996e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59404 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -12480511.000000 Penalty: 5647.506836
	Iteration 13Q: 3 clusters Score -1.248051e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60616 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -12480983.000000 Penalty: 5647.506836
	Iteration 14Q: 3 clusters Score -1.248098e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61866 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -12481467.000000 Penalty: 5647.506836
	Iteration 15Q: 3 clusters Score -1.248147e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63119 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -12482002.000000 Penalty: 5647.506836
	Iteration 16Q: 3 clusters Score -1.2482e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64307 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -12482471.000000 Penalty: 5647.506836
	Iteration 17Q: 3 clusters Score -1.248247e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65451 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -12482908.000000 Penalty: 5647.506836
	Iteration 18Q: 3 clusters Score -1.248291e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66558 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -12483292.000000 Penalty: 5647.506836
	Iteration 19Q: 3 clusters Score -1.248329e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67602 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -12483598.000000 Penalty: 5647.506836
	Iteration 20F: 3 clusters Score -1.24836e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68584 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -12483838.000000 Penalty: 5647.506836
	Iteration 21Q: 3 clusters Score -1.248384e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69537 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -12484183.000000 Penalty: 5647.506836
	Iteration 22Q: 3 clusters Score -1.248418e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70463 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -12484544.000000 Penalty: 5647.506836
	Iteration 23Q: 3 clusters Score -1.248454e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71424 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -12484871.000000 Penalty: 5647.506836
	Iteration 24Q: 3 clusters Score -1.248487e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72355 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -12485149.000000 Penalty: 5647.506836
	Iteration 25Q: 3 clusters Score -1.248515e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73265 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -12485397.000000 Penalty: 5647.506836
	Iteration 26Q: 3 clusters Score -1.24854e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74178 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -12485619.000000 Penalty: 5647.506836
	Iteration 27Q: 3 clusters Score -1.248562e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75037 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -12485952.000000 Penalty: 5647.506836
	Iteration 28Q: 3 clusters Score -1.248595e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75893 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -12486317.000000 Penalty: 5647.506836
	Iteration 29Q: 3 clusters Score -1.248632e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76712 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -12486624.000000 Penalty: 5647.506836
	Iteration 30Q: 3 clusters Score -1.248662e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77518 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -12486983.000000 Penalty: 5647.506836
	Iteration 31Q: 3 clusters Score -1.248698e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78281 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -12487265.000000 Penalty: 5647.506836
	Iteration 32Q: 3 clusters Score -1.248726e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79031 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -12487517.000000 Penalty: 5647.506836
	Iteration 33Q: 3 clusters Score -1.248752e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79768 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -12487819.000000 Penalty: 5647.506836
	Iteration 34Q: 3 clusters Score -1.248782e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80435 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -12488065.000000 Penalty: 5647.506836
	Iteration 35Q: 3 clusters Score -1.248806e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81037 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -12488244.000000 Penalty: 5647.506836
	Iteration 36Q: 3 clusters Score -1.248824e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81600 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -12488416.000000 Penalty: 5647.506836
	Iteration 37Q: 3 clusters Score -1.248842e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82111 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -12488568.000000 Penalty: 5647.506836
	Iteration 38Q: 3 clusters Score -1.248857e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82562 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -12488712.000000 Penalty: 5647.506836
	Iteration 39Q: 3 clusters Score -1.248871e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82964 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -12488831.000000 Penalty: 5647.506836
	Iteration 40F: 3 clusters Score -1.248883e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83351 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -12488985.000000 Penalty: 5647.506836
	Iteration 41Q: 3 clusters Score -1.248898e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83706 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -12489025.000000 Penalty: 5647.506836
	Iteration 42Q: 3 clusters Score -1.248902e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83998 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -12489099.000000 Penalty: 5647.506836
	Iteration 43Q: 3 clusters Score -1.24891e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84263 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -12489190.000000 Penalty: 5647.506836
	Iteration 44Q: 3 clusters Score -1.248919e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84506 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -12489237.000000 Penalty: 5647.506836
	Iteration 45Q: 3 clusters Score -1.248924e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84729 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -12489342.000000 Penalty: 5647.506836
	Iteration 46Q: 3 clusters Score -1.248934e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84933 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -12489404.000000 Penalty: 5647.506836
	Iteration 47Q: 3 clusters Score -1.24894e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85093 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -12489484.000000 Penalty: 5647.506836
	Iteration 48Q: 3 clusters Score -1.248948e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85245 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -12489547.000000 Penalty: 5647.506836
	Iteration 49Q: 3 clusters Score -1.248955e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85370 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -12489569.000000 Penalty: 5647.506836
	Iteration 50Q: 3 clusters Score -1.248957e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85467 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -12489611.000000 Penalty: 5647.506836
	Iteration 51Q: 3 clusters Score -1.248961e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85574 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -12489643.000000 Penalty: 5647.506836
	Iteration 52Q: 3 clusters Score -1.248964e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85667 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -12489682.000000 Penalty: 5647.506836
	Iteration 53Q: 3 clusters Score -1.248968e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85772 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -12489690.000000 Penalty: 5647.506836
	Iteration 54Q: 3 clusters Score -1.248969e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85876 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -12489722.000000 Penalty: 5647.506836
	Iteration 55Q: 3 clusters Score -1.248972e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85957 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -12489752.000000 Penalty: 5647.506836
	Iteration 56Q: 3 clusters Score -1.248975e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86016 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -12489785.000000 Penalty: 5647.506836
	Iteration 57Q: 3 clusters Score -1.248978e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86072 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -12489814.000000 Penalty: 5647.506836
	Iteration 58Q: 3 clusters Score -1.248981e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86125 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -12489820.000000 Penalty: 5647.506836
	Iteration 59Q: 3 clusters Score -1.248982e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86174 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -12489822.000000 Penalty: 5647.506836
	Iteration 60F: 3 clusters Score -1.248982e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86220 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -12489837.000000 Penalty: 5647.506836
	Iteration 61Q: 3 clusters Score -1.248984e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86263 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -12489866.000000 Penalty: 5647.506836
	Iteration 62Q: 3 clusters Score -1.248987e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86303 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -12489882.000000 Penalty: 5647.506836
	Iteration 63Q: 3 clusters Score -1.248988e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86345 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -12489892.000000 Penalty: 5647.506836
	Iteration 64Q: 3 clusters Score -1.248989e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86381 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -12489909.000000 Penalty: 5647.506836
	Iteration 65Q: 3 clusters Score -1.248991e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86411 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -12489890.000000 Penalty: 5647.506836
	Iteration 66Q: 3 clusters Score -1.248989e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86445 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -12489903.000000 Penalty: 5647.506836
	Iteration 67Q: 3 clusters Score -1.24899e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86472 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -12489906.000000 Penalty: 5647.506836
	Iteration 68Q: 3 clusters Score -1.248991e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86492 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -12489930.000000 Penalty: 5647.506836
	Iteration 69Q: 3 clusters Score -1.248993e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86518 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -12489940.000000 Penalty: 5647.506836
	Iteration 70Q: 3 clusters Score -1.248994e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86532 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -12489942.000000 Penalty: 5647.506836
	Iteration 71Q: 3 clusters Score -1.248994e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86543 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -12489956.000000 Penalty: 5647.506836
	Iteration 72Q: 3 clusters Score -1.248996e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86556 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -12489954.000000 Penalty: 5647.506836
	Iteration 73Q: 3 clusters Score -1.248995e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86571 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -12489953.000000 Penalty: 5647.506836
	Iteration 74Q: 3 clusters Score -1.248995e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86586 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -12489964.000000 Penalty: 5647.506836
	Iteration 75Q: 3 clusters Score -1.248996e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86597 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -12489963.000000 Penalty: 5647.506836
	Iteration 76Q: 3 clusters Score -1.248996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86605 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -12489987.000000 Penalty: 5647.506836
	Iteration 77Q: 3 clusters Score -1.248999e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86610 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -12489983.000000 Penalty: 5647.506836
	Iteration 78Q: 3 clusters Score -1.248998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86616 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -12489979.000000 Penalty: 5647.506836
	Iteration 79Q: 3 clusters Score -1.248998e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86623 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -12489996.000000 Penalty: 5647.506836
	Iteration 80F: 3 clusters Score -1.249e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86630 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -12489986.000000 Penalty: 5647.506836
	Iteration 81Q: 3 clusters Score -1.248999e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86634 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -12489984.000000 Penalty: 5647.506836
	Iteration 82Q: 3 clusters Score -1.248998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86637 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -12489978.000000 Penalty: 5647.506836
	Iteration 83Q: 3 clusters Score -1.248998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86640 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -12489967.000000 Penalty: 5647.506836
	Iteration 84Q: 3 clusters Score -1.248997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86644 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -12489977.000000 Penalty: 5647.506836
	Iteration 85Q: 3 clusters Score -1.248998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86648 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -12489980.000000 Penalty: 5647.506836
	Iteration 86Q: 3 clusters Score -1.248998e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86652 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -12489989.000000 Penalty: 5647.506836
	Iteration 87Q: 3 clusters Score -1.248999e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86657 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -12489985.000000 Penalty: 5647.506836
	Iteration 88Q: 3 clusters Score -1.248998e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86662 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -12489991.000000 Penalty: 5647.506836
	Iteration 89Q: 3 clusters Score -1.248999e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86665 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -12489987.000000 Penalty: 5647.506836
	Iteration 90Q: 3 clusters Score -1.248999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86663 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -12489983.000000 Penalty: 5647.506836
	Iteration 91Q: 3 clusters Score -1.248998e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86664 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -12489983.000000 Penalty: 5647.506836
	Iteration 92Q: 3 clusters Score -1.248998e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86670 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -12489993.000000 Penalty: 5647.506836
	Iteration 93Q: 3 clusters Score -1.248999e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86675 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -12489997.000000 Penalty: 5647.506836
	Iteration 94Q: 3 clusters Score -1.249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86680 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -12490000.000000 Penalty: 5647.506836
	Iteration 95Q: 3 clusters Score -1.249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86687 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -12490010.000000 Penalty: 5647.506836
	Iteration 96Q: 3 clusters Score -1.249001e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86695 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -12490010.000000 Penalty: 5647.506836
	Iteration 97Q: 3 clusters Score -1.249001e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86703 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -12490013.000000 Penalty: 5647.506836
	Iteration 98Q: 3 clusters Score -1.249001e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86701 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -12490019.000000 Penalty: 5647.506836
	Iteration 99Q: 3 clusters Score -1.249002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86703 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -12490014.000000 Penalty: 5647.506836
	Iteration 100F: 3 clusters Score -1.249001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86704 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -12490008.000000 Penalty: 5647.506836
	Iteration 101Q: 3 clusters Score -1.249001e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86704 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -12490008.000000 Penalty: 5647.506836
	Iteration 102F: 3 clusters Score -1.249001e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Entering Unmasked Estep 
Score: -3824668.500000 Penalty: 2529.349365
	Iteration 0F: 2 clusters Score -3824668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -3806136.750000 Penalty: 5058.698730
	Iteration 0F: 3 clusters Score -3806137 nChanged 11995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -3812721.750000 Penalty: 5058.698730
	Iteration 1F: 3 clusters Score -3812722 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -3813135.500000 Penalty: 5058.698730
	Iteration 2Q: 3 clusters Score -3813136 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -3813401.500000 Penalty: 5058.698730
	Iteration 3Q: 3 clusters Score -3813402 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -3813633.000000 Penalty: 5058.698730
	Iteration 4Q: 3 clusters Score -3813633 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -3813864.750000 Penalty: 5058.698730
	Iteration 5Q: 3 clusters Score -3813865 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -3814124.500000 Penalty: 5058.698730
	Iteration 6Q: 3 clusters Score -3814124 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -3814335.750000 Penalty: 5058.698730
	Iteration 7Q: 3 clusters Score -3814336 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -3814584.000000 Penalty: 5058.698730
	Iteration 8Q: 3 clusters Score -3814584 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -3814819.250000 Penalty: 5058.698730
	Iteration 9Q: 3 clusters Score -3814819 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -3815095.750000 Penalty: 5058.698730
	Iteration 10Q: 3 clusters Score -3815096 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -3815429.500000 Penalty: 5058.698730
	Iteration 11Q: 3 clusters Score -3815430 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -3815897.000000 Penalty: 5058.698730
	Iteration 12Q: 3 clusters Score -3815897 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -3816527.000000 Penalty: 5058.698730
	Iteration 13Q: 3 clusters Score -3816527 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -3817278.250000 Penalty: 5058.698730
	Iteration 14Q: 3 clusters Score -3817278 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -3818050.250000 Penalty: 5058.698730
	Iteration 15Q: 3 clusters Score -3818050 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -3818641.000000 Penalty: 5058.698730
	Iteration 16Q: 3 clusters Score -3818641 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -3818985.500000 Penalty: 5058.698730
	Iteration 17Q: 3 clusters Score -3818986 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -3819159.500000 Penalty: 5058.698730
	Iteration 18Q: 3 clusters Score -3819160 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -3819278.500000 Penalty: 5058.698730
	Iteration 19Q: 3 clusters Score -3819278 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -3819334.750000 Penalty: 5058.698730
	Iteration 20F: 3 clusters Score -3819335 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -3819378.750000 Penalty: 5058.698730
	Iteration 21Q: 3 clusters Score -3819379 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -3819406.000000 Penalty: 5058.698730
	Iteration 22Q: 3 clusters Score -3819406 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -3819434.250000 Penalty: 5058.698730
	Iteration 23Q: 3 clusters Score -3819434 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -3819445.500000 Penalty: 5058.698730
	Iteration 24Q: 3 clusters Score -3819446 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -3819456.500000 Penalty: 5058.698730
	Iteration 25Q: 3 clusters Score -3819456 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -3819476.500000 Penalty: 5058.698730
	Iteration 26Q: 3 clusters Score -3819476 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -3819487.500000 Penalty: 5058.698730
	Iteration 27Q: 3 clusters Score -3819488 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -3819485.750000 Penalty: 5058.698730
	Iteration 28Q: 3 clusters Score -3819486 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -3819489.750000 Penalty: 5058.698730
	Iteration 29Q: 3 clusters Score -3819490 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -3819517.750000 Penalty: 5058.698730
	Iteration 30Q: 3 clusters Score -3819518 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -3819515.250000 Penalty: 5058.698730
	Iteration 31Q: 3 clusters Score -3819515 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -3819521.250000 Penalty: 5058.698730
	Iteration 32Q: 3 clusters Score -3819521 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -3819538.500000 Penalty: 5058.698730
	Iteration 33Q: 3 clusters Score -3819538 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -3819545.250000 Penalty: 5058.698730
	Iteration 34Q: 3 clusters Score -3819545 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -3819554.250000 Penalty: 5058.698730
	Iteration 35Q: 3 clusters Score -3819554 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -3819556.750000 Penalty: 5058.698730
	Iteration 36Q: 3 clusters Score -3819557 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -3819563.750000 Penalty: 5058.698730
	Iteration 37Q: 3 clusters Score -3819564 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -3819570.500000 Penalty: 5058.698730
	Iteration 38Q: 3 clusters Score -3819570 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -3819583.250000 Penalty: 5058.698730
	Iteration 39Q: 3 clusters Score -3819583 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -3819588.750000 Penalty: 5058.698730
	Iteration 40F: 3 clusters Score -3819589 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -3819597.250000 Penalty: 5058.698730
	Iteration 41Q: 3 clusters Score -3819597 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -3819623.000000 Penalty: 5058.698730
	Iteration 42Q: 3 clusters Score -3819623 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -3819616.500000 Penalty: 5058.698730
	Iteration 43Q: 3 clusters Score -3819616 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -3819624.000000 Penalty: 5058.698730
	Iteration 44Q: 3 clusters Score -3819624 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -3819633.750000 Penalty: 5058.698730
	Iteration 45Q: 3 clusters Score -3819634 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -3819640.250000 Penalty: 5058.698730
	Iteration 46Q: 3 clusters Score -3819640 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -3819651.250000 Penalty: 5058.698730
	Iteration 47Q: 3 clusters Score -3819651 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -3819669.500000 Penalty: 5058.698730
	Iteration 48Q: 3 clusters Score -3819670 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -3819670.250000 Penalty: 5058.698730
	Iteration 49Q: 3 clusters Score -3819670 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -3819677.500000 Penalty: 5058.698730
	Iteration 50Q: 3 clusters Score -3819678 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -3819699.500000 Penalty: 5058.698730
	Iteration 51Q: 3 clusters Score -3819700 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -3819699.250000 Penalty: 5058.698730
	Iteration 52Q: 3 clusters Score -3819699 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -3819702.500000 Penalty: 5058.698730
	Iteration 53Q: 3 clusters Score -3819702 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -3819699.500000 Penalty: 5058.698730
	Iteration 54Q: 3 clusters Score -3819700 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -3819707.000000 Penalty: 5058.698730
	Iteration 55Q: 3 clusters Score -3819707 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -3819707.750000 Penalty: 5058.698730
	Iteration 56Q: 3 clusters Score -3819708 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -3819711.250000 Penalty: 5058.698730
	Iteration 57Q: 3 clusters Score -3819711 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -3819719.500000 Penalty: 5058.698730
	Iteration 58Q: 3 clusters Score -3819720 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -3819714.750000 Penalty: 5058.698730
	Iteration 59Q: 3 clusters Score -3819715 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -3819712.750000 Penalty: 5058.698730
	Iteration 60F: 3 clusters Score -3819713 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -3819708.250000 Penalty: 5058.698730
	Iteration 61Q: 3 clusters Score -3819708 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -3819715.750000 Penalty: 5058.698730
	Iteration 62Q: 3 clusters Score -3819716 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -3819716.250000 Penalty: 5058.698730
	Iteration 63Q: 3 clusters Score -3819716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -3819724.250000 Penalty: 5058.698730
	Iteration 64Q: 3 clusters Score -3819724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -3819729.250000 Penalty: 5058.698730
	Iteration 65Q: 3 clusters Score -3819729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -3819730.500000 Penalty: 5058.698730
	Iteration 66Q: 3 clusters Score -3819730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -3819731.750000 Penalty: 5058.698730
	Iteration 67Q: 3 clusters Score -3819732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -3819731.500000 Penalty: 5058.698730
	Iteration 68Q: 3 clusters Score -3819732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -3819724.500000 Penalty: 5058.698730
	Iteration 69Q: 3 clusters Score -3819724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -3819725.000000 Penalty: 5058.698730
	Iteration 70Q: 3 clusters Score -3819725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -3819726.250000 Penalty: 5058.698730
	Iteration 71Q: 3 clusters Score -3819726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -3819731.000000 Penalty: 5058.698730
	Iteration 72Q: 3 clusters Score -3819731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -3819736.750000 Penalty: 5058.698730
	Iteration 73Q: 3 clusters Score -3819737 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -3819740.000000 Penalty: 5058.698730
	Iteration 74Q: 3 clusters Score -3819740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -3819734.750000 Penalty: 5058.698730
	Iteration 75Q: 3 clusters Score -3819735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -3819734.000000 Penalty: 5058.698730
	Iteration 76Q: 3 clusters Score -3819734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -3819735.000000 Penalty: 5058.698730
	Iteration 77Q: 3 clusters Score -3819735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -3819736.250000 Penalty: 5058.698730
	Iteration 78Q: 3 clusters Score -3819736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -3819734.250000 Penalty: 5058.698730
	Iteration 79Q: 3 clusters Score -3819734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -3819741.000000 Penalty: 5058.698730
	Iteration 80F: 3 clusters Score -3819741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -3819740.000000 Penalty: 5058.698730
	Iteration 81Q: 3 clusters Score -3819740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -3819738.250000 Penalty: 5058.698730
	Iteration 82Q: 3 clusters Score -3819738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -3819739.000000 Penalty: 5058.698730
	Iteration 83Q: 3 clusters Score -3819739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -3819740.500000 Penalty: 5058.698730
	Iteration 84Q: 3 clusters Score -3819740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -3819737.500000 Penalty: 5058.698730
	Iteration 85Q: 3 clusters Score -3819738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -3819738.250000 Penalty: 5058.698730
	Iteration 86Q: 3 clusters Score -3819738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -3819739.500000 Penalty: 5058.698730
	Iteration 87Q: 3 clusters Score -3819740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -3819742.250000 Penalty: 5058.698730
	Iteration 88Q: 3 clusters Score -3819742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -3819740.500000 Penalty: 5058.698730
	Iteration 89Q: 3 clusters Score -3819740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -3819742.750000 Penalty: 5058.698730
	Iteration 90Q: 3 clusters Score -3819743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -3819738.750000 Penalty: 5058.698730
	Iteration 91Q: 3 clusters Score -3819739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -3819734.500000 Penalty: 5058.698730
	Iteration 92Q: 3 clusters Score -3819734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -3819740.250000 Penalty: 5058.698730
	Iteration 93Q: 3 clusters Score -3819740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -3819733.500000 Penalty: 5058.698730
	Iteration 94Q: 3 clusters Score -3819734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -3819737.500000 Penalty: 5058.698730
	Iteration 95Q: 3 clusters Score -3819738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -3819744.500000 Penalty: 5058.698730
	Iteration 96Q: 3 clusters Score -3819744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -3819738.750000 Penalty: 5058.698730
	Iteration 97Q: 3 clusters Score -3819739 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -3819740.250000 Penalty: 5058.698730
	Iteration 98Q: 3 clusters Score -3819740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -3819739.500000 Penalty: 5058.698730
	Iteration 99Q: 3 clusters Score -3819740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -3819741.250000 Penalty: 5058.698730
	Iteration 100F: 3 clusters Score -3819741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -3819745.750000 Penalty: 5058.698730
	Iteration 101Q: 3 clusters Score -3819746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -3819746.250000 Penalty: 5058.698730
	Iteration 102Q: 3 clusters Score -3819746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -3819744.500000 Penalty: 5058.698730
	Iteration 103Q: 3 clusters Score -3819744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -3819746.000000 Penalty: 5058.698730
	Iteration 104Q: 3 clusters Score -3819746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -3819746.500000 Penalty: 5058.698730
	Iteration 105Q: 3 clusters Score -3819746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -3819746.750000 Penalty: 5058.698730
	Iteration 106Q: 3 clusters Score -3819747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -3819748.750000 Penalty: 5058.698730
	Iteration 107Q: 3 clusters Score -3819749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -3819749.000000 Penalty: 5058.698730
	Iteration 108Q: 3 clusters Score -3819749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -3819742.500000 Penalty: 5058.698730
	Iteration 109Q: 3 clusters Score -3819742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -3819743.000000 Penalty: 5058.698730
	Iteration 110Q: 3 clusters Score -3819743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -3819743.000000 Penalty: 5058.698730
	Iteration 111F: 3 clusters Score -3819743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (161196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161196 members 
Entering Unmasked Estep 
Score: -22503054.000000 Penalty: 2973.613281
	Iteration 0F: 2 clusters Score -2.250305e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81046 members 
Mstep: Class 2 contains 80150 members 
Entering Unmasked Estep 
Score: -22396664.000000 Penalty: 5947.226562
	Iteration 0F: 3 clusters Score -2.239666e+07 nChanged 77337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88707 members 
Mstep: Class 2 contains 72489 members 
Entering Unmasked Estep 
Score: -22442910.000000 Penalty: 5947.226562
	Iteration 1F: 3 clusters Score -2.244291e+07 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93423 members 
Mstep: Class 2 contains 67773 members 
Entering Unmasked Estep 
Score: -22445444.000000 Penalty: 5947.226562
	Iteration 2Q: 3 clusters Score -2.244544e+07 nChanged 8948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100507 members 
Mstep: Class 2 contains 60689 members 
Entering Unmasked Estep 
Score: -22450312.000000 Penalty: 5947.226562
	Iteration 3F: 3 clusters Score -2.245031e+07 nChanged 11875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110326 members 
Mstep: Class 2 contains 50870 members 
Entering Unmasked Estep 
Score: -22458180.000000 Penalty: 5947.226562
	Iteration 4F: 3 clusters Score -2.245818e+07 nChanged 13980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122544 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -22470136.000000 Penalty: 5947.226562
	Iteration 5F: 3 clusters Score -2.247014e+07 nChanged 13151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134251 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -22482734.000000 Penalty: 5947.226562
	Iteration 6F: 3 clusters Score -2.248273e+07 nChanged 8892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142089 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -22492926.000000 Penalty: 5947.226562
	Iteration 7F: 3 clusters Score -2.249293e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145462 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -22498382.000000 Penalty: 5947.226562
	Iteration 8Q: 3 clusters Score -2.249838e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146967 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -22500102.000000 Penalty: 5947.226562
	Iteration 9Q: 3 clusters Score -2.25001e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148100 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -22500712.000000 Penalty: 5947.226562
	Iteration 10Q: 3 clusters Score -2.250071e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149005 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -22501094.000000 Penalty: 5947.226562
	Iteration 11Q: 3 clusters Score -2.250109e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149771 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -22501250.000000 Penalty: 5947.226562
	Iteration 12Q: 3 clusters Score -2.250125e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150448 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -22501428.000000 Penalty: 5947.226562
	Iteration 13Q: 3 clusters Score -2.250143e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151030 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -22501578.000000 Penalty: 5947.226562
	Iteration 14Q: 3 clusters Score -2.250158e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151565 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -22501698.000000 Penalty: 5947.226562
	Iteration 15Q: 3 clusters Score -2.25017e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152015 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -22501848.000000 Penalty: 5947.226562
	Iteration 16Q: 3 clusters Score -2.250185e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152414 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -22501894.000000 Penalty: 5947.226562
	Iteration 17Q: 3 clusters Score -2.250189e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152772 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -22501976.000000 Penalty: 5947.226562
	Iteration 18Q: 3 clusters Score -2.250198e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153098 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -22501992.000000 Penalty: 5947.226562
	Iteration 19Q: 3 clusters Score -2.250199e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153389 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -22502050.000000 Penalty: 5947.226562
	Iteration 20F: 3 clusters Score -2.250205e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153647 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -22502002.000000 Penalty: 5947.226562
	Iteration 21Q: 3 clusters Score -2.2502e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153871 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -22501976.000000 Penalty: 5947.226562
	Iteration 22Q: 3 clusters Score -2.250198e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154082 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -22501952.000000 Penalty: 5947.226562
	Iteration 23Q: 3 clusters Score -2.250195e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154291 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -22501972.000000 Penalty: 5947.226562
	Iteration 24Q: 3 clusters Score -2.250197e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154483 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -22501934.000000 Penalty: 5947.226562
	Iteration 25Q: 3 clusters Score -2.250193e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154644 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -22501950.000000 Penalty: 5947.226562
	Iteration 26Q: 3 clusters Score -2.250195e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154786 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -22501988.000000 Penalty: 5947.226562
	Iteration 27Q: 3 clusters Score -2.250199e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154912 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -22502022.000000 Penalty: 5947.226562
	Iteration 28Q: 3 clusters Score -2.250202e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155033 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -22502014.000000 Penalty: 5947.226562
	Iteration 29Q: 3 clusters Score -2.250201e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155130 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -22502056.000000 Penalty: 5947.226562
	Iteration 30Q: 3 clusters Score -2.250206e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155217 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -22502086.000000 Penalty: 5947.226562
	Iteration 31Q: 3 clusters Score -2.250209e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155305 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -22502094.000000 Penalty: 5947.226562
	Iteration 32Q: 3 clusters Score -2.250209e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155386 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -22502062.000000 Penalty: 5947.226562
	Iteration 33Q: 3 clusters Score -2.250206e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155465 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -22502080.000000 Penalty: 5947.226562
	Iteration 34Q: 3 clusters Score -2.250208e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155542 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -22502058.000000 Penalty: 5947.226562
	Iteration 35Q: 3 clusters Score -2.250206e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155620 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -22502054.000000 Penalty: 5947.226562
	Iteration 36Q: 3 clusters Score -2.250205e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155694 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -22502028.000000 Penalty: 5947.226562
	Iteration 37Q: 3 clusters Score -2.250203e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155776 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -22502046.000000 Penalty: 5947.226562
	Iteration 38Q: 3 clusters Score -2.250205e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155841 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -22502044.000000 Penalty: 5947.226562
	Iteration 39Q: 3 clusters Score -2.250204e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155900 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -22502060.000000 Penalty: 5947.226562
	Iteration 40F: 3 clusters Score -2.250206e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155960 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -22502048.000000 Penalty: 5947.226562
	Iteration 41Q: 3 clusters Score -2.250205e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156013 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -22502028.000000 Penalty: 5947.226562
	Iteration 42Q: 3 clusters Score -2.250203e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156073 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -22502004.000000 Penalty: 5947.226562
	Iteration 43Q: 3 clusters Score -2.2502e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156130 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -22502012.000000 Penalty: 5947.226562
	Iteration 44Q: 3 clusters Score -2.250201e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156183 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -22502010.000000 Penalty: 5947.226562
	Iteration 45Q: 3 clusters Score -2.250201e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156228 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -22502000.000000 Penalty: 5947.226562
	Iteration 46Q: 3 clusters Score -2.2502e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156269 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -22501938.000000 Penalty: 5947.226562
	Iteration 47Q: 3 clusters Score -2.250194e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156303 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -22501964.000000 Penalty: 5947.226562
	Iteration 48Q: 3 clusters Score -2.250196e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156337 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -22501954.000000 Penalty: 5947.226562
	Iteration 49Q: 3 clusters Score -2.250195e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156372 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -22501968.000000 Penalty: 5947.226562
	Iteration 50Q: 3 clusters Score -2.250197e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156402 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -22501972.000000 Penalty: 5947.226562
	Iteration 51Q: 3 clusters Score -2.250197e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156423 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -22501986.000000 Penalty: 5947.226562
	Iteration 52Q: 3 clusters Score -2.250199e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156441 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -22501968.000000 Penalty: 5947.226562
	Iteration 53Q: 3 clusters Score -2.250197e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156463 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -22501948.000000 Penalty: 5947.226562
	Iteration 54Q: 3 clusters Score -2.250195e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156482 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -22501946.000000 Penalty: 5947.226562
	Iteration 55Q: 3 clusters Score -2.250195e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156499 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -22501944.000000 Penalty: 5947.226562
	Iteration 56Q: 3 clusters Score -2.250194e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156518 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -22501928.000000 Penalty: 5947.226562
	Iteration 57Q: 3 clusters Score -2.250193e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156536 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -22501952.000000 Penalty: 5947.226562
	Iteration 58Q: 3 clusters Score -2.250195e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156557 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -22501940.000000 Penalty: 5947.226562
	Iteration 59Q: 3 clusters Score -2.250194e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156575 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -22501934.000000 Penalty: 5947.226562
	Iteration 60F: 3 clusters Score -2.250193e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156590 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -22501932.000000 Penalty: 5947.226562
	Iteration 61Q: 3 clusters Score -2.250193e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156598 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -22501934.000000 Penalty: 5947.226562
	Iteration 62Q: 3 clusters Score -2.250193e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156607 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -22501922.000000 Penalty: 5947.226562
	Iteration 63Q: 3 clusters Score -2.250192e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156622 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -22501938.000000 Penalty: 5947.226562
	Iteration 64Q: 3 clusters Score -2.250194e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156629 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -22501948.000000 Penalty: 5947.226562
	Iteration 65Q: 3 clusters Score -2.250195e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156635 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -22501964.000000 Penalty: 5947.226562
	Iteration 66Q: 3 clusters Score -2.250196e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156644 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -22501942.000000 Penalty: 5947.226562
	Iteration 67Q: 3 clusters Score -2.250194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156648 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -22501942.000000 Penalty: 5947.226562
	Iteration 68Q: 3 clusters Score -2.250194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156651 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -22501944.000000 Penalty: 5947.226562
	Iteration 69Q: 3 clusters Score -2.250194e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156653 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -22501942.000000 Penalty: 5947.226562
	Iteration 70Q: 3 clusters Score -2.250194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156656 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -22501942.000000 Penalty: 5947.226562
	Iteration 71Q: 3 clusters Score -2.250194e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156658 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -22501958.000000 Penalty: 5947.226562
	Iteration 72Q: 3 clusters Score -2.250196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156659 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -22501950.000000 Penalty: 5947.226562
	Iteration 73Q: 3 clusters Score -2.250195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156662 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -22501958.000000 Penalty: 5947.226562
	Iteration 74Q: 3 clusters Score -2.250196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156665 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -22501950.000000 Penalty: 5947.226562
	Iteration 75Q: 3 clusters Score -2.250195e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156666 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -22501960.000000 Penalty: 5947.226562
	Iteration 76Q: 3 clusters Score -2.250196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156669 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -22501966.000000 Penalty: 5947.226562
	Iteration 77Q: 3 clusters Score -2.250197e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156673 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -22501966.000000 Penalty: 5947.226562
	Iteration 78Q: 3 clusters Score -2.250197e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156680 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -22501956.000000 Penalty: 5947.226562
	Iteration 79Q: 3 clusters Score -2.250196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156685 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -22501936.000000 Penalty: 5947.226562
	Iteration 80F: 3 clusters Score -2.250194e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156692 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -22501944.000000 Penalty: 5947.226562
	Iteration 81Q: 3 clusters Score -2.250194e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156700 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -22501960.000000 Penalty: 5947.226562
	Iteration 82Q: 3 clusters Score -2.250196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156704 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -22501968.000000 Penalty: 5947.226562
	Iteration 83Q: 3 clusters Score -2.250197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156707 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -22501962.000000 Penalty: 5947.226562
	Iteration 84Q: 3 clusters Score -2.250196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156714 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -22501966.000000 Penalty: 5947.226562
	Iteration 85Q: 3 clusters Score -2.250197e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156721 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -22501972.000000 Penalty: 5947.226562
	Iteration 86Q: 3 clusters Score -2.250197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156726 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -22501966.000000 Penalty: 5947.226562
	Iteration 87Q: 3 clusters Score -2.250197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156728 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -22501972.000000 Penalty: 5947.226562
	Iteration 88Q: 3 clusters Score -2.250197e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156728 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -22501972.000000 Penalty: 5947.226562
	Iteration 89F: 3 clusters Score -2.250197e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Entering Unmasked Estep 
Score: -71771.351562 Penalty: 1597.750000
	Iteration 0F: 2 clusters Score -71771.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -70205.054688 Penalty: 3195.500000
	Iteration 0F: 3 clusters Score -70205.05 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -70603.632812 Penalty: 3195.500000
	Iteration 1F: 3 clusters Score -70603.63 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -70799.117188 Penalty: 3195.500000
	Iteration 2F: 3 clusters Score -70799.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -70913.226562 Penalty: 3195.500000
	Iteration 3F: 3 clusters Score -70913.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -70989.609375 Penalty: 3195.500000
	Iteration 4Q: 3 clusters Score -70989.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -71022.812500 Penalty: 3195.500000
	Iteration 5Q: 3 clusters Score -71022.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -71048.273438 Penalty: 3195.500000
	Iteration 6Q: 3 clusters Score -71048.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -71067.359375 Penalty: 3195.500000
	Iteration 7Q: 3 clusters Score -71067.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -71095.070312 Penalty: 3195.500000
	Iteration 8Q: 3 clusters Score -71095.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -71120.156250 Penalty: 3195.500000
	Iteration 9Q: 3 clusters Score -71120.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -71144.125000 Penalty: 3195.500000
	Iteration 10Q: 3 clusters Score -71144.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -71186.640625 Penalty: 3195.500000
	Iteration 11Q: 3 clusters Score -71186.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -71194.453125 Penalty: 3195.500000
	Iteration 12Q: 3 clusters Score -71194.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -71194.453125 Penalty: 3195.500000
	Iteration 13F: 3 clusters Score -71194.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -27544.220703 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -27544.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -26384.757812 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -26384.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -26426.503906 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -26426.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -26452.457031 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -26452.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -26459.240234 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -26459.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -26459.240234 Penalty: 2688.585449
	Iteration 4F: 3 clusters Score -26459.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -37409.125000 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -37409.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36144.527344 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -36144.53 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36409.019531 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -36409.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -36450.226562 Penalty: 2868.777344
	Iteration 2Q: 3 clusters Score -36450.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -36468.390625 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -36468.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -36474.187500 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -36474.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -36482.593750 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -36482.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -36486.250000 Penalty: 2868.777344
	Iteration 6Q: 3 clusters Score -36486.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -36491.000000 Penalty: 2868.777344
	Iteration 7Q: 3 clusters Score -36491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -36501.476562 Penalty: 2868.777344
	Iteration 8Q: 3 clusters Score -36501.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -36503.992188 Penalty: 2868.777344
	Iteration 9Q: 3 clusters Score -36503.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -36503.992188 Penalty: 2868.777344
	Iteration 10F: 3 clusters Score -36503.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159241 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 8017 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64514 members 
Mstep: Class 6 contains 120124 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2206 members 
Mstep: Class 11 contains 39658 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17281 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55700 members 
Mstep: Class 16 contains 172296 members 
Mstep: Class 17 contains 34567 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 88089 members 
Mstep: Class 20 contains 26876 members 
Mstep: Class 21 contains 161196 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704920.000000 Penalty: 81993.640625
Iteration 439Q: 25 clusters Score -1.327049e+08 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159296 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8019 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64531 members 
Mstep: Class 6 contains 120118 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2206 members 
Mstep: Class 11 contains 39666 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17285 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55750 members 
Mstep: Class 16 contains 172278 members 
Mstep: Class 17 contains 34588 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 87856 members 
Mstep: Class 20 contains 26888 members 
Mstep: Class 21 contains 161286 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705032.000000 Penalty: 81993.640625
Iteration 440F: 25 clusters Score -1.32705e+08 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159318 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8023 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64547 members 
Mstep: Class 6 contains 120099 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 39667 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17284 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55798 members 
Mstep: Class 16 contains 172242 members 
Mstep: Class 17 contains 34616 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 87658 members 
Mstep: Class 20 contains 26899 members 
Mstep: Class 21 contains 161407 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704848.000000 Penalty: 81993.640625
Iteration 441Q: 25 clusters Score -1.327048e+08 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159322 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8022 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64562 members 
Mstep: Class 6 contains 120100 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2853 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 39666 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 17282 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55844 members 
Mstep: Class 16 contains 172205 members 
Mstep: Class 17 contains 34642 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 87472 members 
Mstep: Class 20 contains 26913 members 
Mstep: Class 21 contains 161525 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705008.000000 Penalty: 81993.640625
Iteration 442Q: 25 clusters Score -1.32705e+08 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159365 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8024 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64557 members 
Mstep: Class 6 contains 120101 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2210 members 
Mstep: Class 11 contains 39660 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 17277 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55875 members 
Mstep: Class 16 contains 172146 members 
Mstep: Class 17 contains 34667 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 87308 members 
Mstep: Class 20 contains 26931 members 
Mstep: Class 21 contains 161641 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705192.000000 Penalty: 81993.640625
Iteration 443Q: 25 clusters Score -1.327052e+08 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159409 members 
Mstep: Class 2 contains 663 members 
Mstep: Class 3 contains 8028 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64573 members 
Mstep: Class 6 contains 120107 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2856 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2210 members 
Mstep: Class 11 contains 39647 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 17280 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55911 members 
Mstep: Class 16 contains 172081 members 
Mstep: Class 17 contains 34694 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 87107 members 
Mstep: Class 20 contains 26942 members 
Mstep: Class 21 contains 161772 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132705128.000000 Penalty: 81993.640625
Iteration 444Q: 25 clusters Score -1.327051e+08 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159480 members 
Mstep: Class 2 contains 663 members 
Mstep: Class 3 contains 8036 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64586 members 
Mstep: Class 6 contains 120079 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2855 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2210 members 
Mstep: Class 11 contains 39647 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 17286 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55948 members 
Mstep: Class 16 contains 172024 members 
Mstep: Class 17 contains 34723 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 86914 members 
Mstep: Class 20 contains 26955 members 
Mstep: Class 21 contains 161874 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
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Score: -132705208.000000 Penalty: 81993.640625
Iteration 445Q: 25 clusters Score -1.327052e+08 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159503 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8038 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64604 members 
Mstep: Class 6 contains 120074 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2855 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 39645 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 17296 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55979 members 
Mstep: Class 16 contains 172001 members 
Mstep: Class 17 contains 34756 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 86704 members 
Mstep: Class 20 contains 26955 members 
Mstep: Class 21 contains 161998 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
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Score: -132705264.000000 Penalty: 81993.640625
Iteration 446Q: 25 clusters Score -1.327053e+08 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159543 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8039 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64626 members 
Mstep: Class 6 contains 120060 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2856 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2205 members 
Mstep: Class 11 contains 39640 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 17301 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 55997 members 
Mstep: Class 16 contains 171964 members 
Mstep: Class 17 contains 34790 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 86516 members 
Mstep: Class 20 contains 26952 members 
Mstep: Class 21 contains 162127 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
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Iteration 447Q: 25 clusters Score -1.327051e+08 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159564 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 8038 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64643 members 
Mstep: Class 6 contains 120047 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2858 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2206 members 
Mstep: Class 11 contains 39635 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 17304 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56023 members 
Mstep: Class 16 contains 171986 members 
Mstep: Class 17 contains 34825 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 86285 members 
Mstep: Class 20 contains 26966 members 
Mstep: Class 21 contains 162236 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
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Score: -132705184.000000 Penalty: 81993.640625
Iteration 448Q: 25 clusters Score -1.327052e+08 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159543 members 
Mstep: Class 2 contains 663 members 
Mstep: Class 3 contains 8043 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64649 members 
Mstep: Class 6 contains 120028 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2859 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 39637 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17305 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56023 members 
Mstep: Class 16 contains 171991 members 
Mstep: Class 17 contains 34849 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 86147 members 
Mstep: Class 20 contains 26975 members 
Mstep: Class 21 contains 162359 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
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Score: -132705152.000000 Penalty: 81993.640625
Iteration 449Q: 25 clusters Score -1.327052e+08 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159560 members 
Mstep: Class 2 contains 663 members 
Mstep: Class 3 contains 8047 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64652 members 
Mstep: Class 6 contains 120017 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2860 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 39640 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17308 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56041 members 
Mstep: Class 16 contains 171969 members 
Mstep: Class 17 contains 34870 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 86037 members 
Mstep: Class 20 contains 26990 members 
Mstep: Class 21 contains 162416 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
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Score: -132705264.000000 Penalty: 81993.640625
Iteration 450Q: 25 clusters Score -1.327053e+08 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159589 members 
Mstep: Class 2 contains 663 members 
Mstep: Class 3 contains 8044 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64644 members 
Mstep: Class 6 contains 119989 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2863 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2209 members 
Mstep: Class 11 contains 39629 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17314 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56041 members 
Mstep: Class 16 contains 171963 members 
Mstep: Class 17 contains 34897 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 85948 members 
Mstep: Class 20 contains 27013 members 
Mstep: Class 21 contains 162473 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
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Iteration 451Q: 25 clusters Score -1.327053e+08 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159594 members 
Mstep: Class 2 contains 663 members 
Mstep: Class 3 contains 8046 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64644 members 
Mstep: Class 6 contains 119970 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2863 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2210 members 
Mstep: Class 11 contains 39628 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17316 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56048 members 
Mstep: Class 16 contains 171962 members 
Mstep: Class 17 contains 34915 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 85862 members 
Mstep: Class 20 contains 27020 members 
Mstep: Class 21 contains 162538 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
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Iteration 452Q: 25 clusters Score -1.327053e+08 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159559 members 
Mstep: Class 2 contains 663 members 
Mstep: Class 3 contains 8056 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64648 members 
Mstep: Class 6 contains 119946 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2864 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 39615 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17315 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56062 members 
Mstep: Class 16 contains 171939 members 
Mstep: Class 17 contains 34954 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 85814 members 
Mstep: Class 20 contains 27036 members 
Mstep: Class 21 contains 162597 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
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Score: -132705264.000000 Penalty: 81993.640625
Iteration 453Q: 25 clusters Score -1.327053e+08 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159584 members 
Mstep: Class 2 contains 663 members 
Mstep: Class 3 contains 8062 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64657 members 
Mstep: Class 6 contains 119927 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2865 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 39594 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17318 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56052 members 
Mstep: Class 16 contains 171944 members 
Mstep: Class 17 contains 35003 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 85719 members 
Mstep: Class 20 contains 27045 members 
Mstep: Class 21 contains 162635 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
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Iteration 454Q: 25 clusters Score -1.327053e+08 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159583 members 
Mstep: Class 2 contains 663 members 
Mstep: Class 3 contains 8064 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64666 members 
Mstep: Class 6 contains 119913 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2866 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 39593 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17314 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56078 members 
Mstep: Class 16 contains 171927 members 
Mstep: Class 17 contains 35037 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 85649 members 
Mstep: Class 20 contains 27039 members 
Mstep: Class 21 contains 162676 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
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Iteration 455Q: 25 clusters Score -1.327053e+08 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159584 members 
Mstep: Class 2 contains 663 members 
Mstep: Class 3 contains 8068 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64673 members 
Mstep: Class 6 contains 119894 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2865 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 39583 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17313 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56102 members 
Mstep: Class 16 contains 171906 members 
Mstep: Class 17 contains 35056 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 85571 members 
Mstep: Class 20 contains 27038 members 
Mstep: Class 21 contains 162751 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
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Score: -132705152.000000 Penalty: 81993.640625
Iteration 456Q: 25 clusters Score -1.327052e+08 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159603 members 
Mstep: Class 2 contains 663 members 
Mstep: Class 3 contains 8067 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64696 members 
Mstep: Class 6 contains 119881 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2864 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 39567 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17310 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56126 members 
Mstep: Class 16 contains 171885 members 
Mstep: Class 17 contains 35087 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 85479 members 
Mstep: Class 20 contains 27038 members 
Mstep: Class 21 contains 162801 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
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Score: -132705144.000000 Penalty: 81993.640625
Iteration 457Q: 25 clusters Score -1.327051e+08 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159642 members 
Mstep: Class 2 contains 663 members 
Mstep: Class 3 contains 8074 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64711 members 
Mstep: Class 6 contains 119882 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2864 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 39550 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17309 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56148 members 
Mstep: Class 16 contains 171872 members 
Mstep: Class 17 contains 35109 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 85343 members 
Mstep: Class 20 contains 27042 members 
Mstep: Class 21 contains 162857 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
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Iteration 458Q: 25 clusters Score -1.32705e+08 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159652 members 
Mstep: Class 2 contains 663 members 
Mstep: Class 3 contains 8079 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64730 members 
Mstep: Class 6 contains 119905 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2864 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 39523 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17309 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56170 members 
Mstep: Class 16 contains 171888 members 
Mstep: Class 17 contains 35123 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 85186 members 
Mstep: Class 20 contains 27044 members 
Mstep: Class 21 contains 162930 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
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Iteration 459Q: 25 clusters Score -1.327048e+08 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159658 members 
Mstep: Class 2 contains 663 members 
Mstep: Class 3 contains 8079 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64743 members 
Mstep: Class 6 contains 119918 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2864 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2210 members 
Mstep: Class 11 contains 39500 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17307 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56181 members 
Mstep: Class 16 contains 171925 members 
Mstep: Class 17 contains 35145 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 85050 members 
Mstep: Class 20 contains 27051 members 
Mstep: Class 21 contains 162985 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
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Iteration 460F: 25 clusters Score -1.327048e+08 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159640 members 
Mstep: Class 2 contains 663 members 
Mstep: Class 3 contains 8075 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64747 members 
Mstep: Class 6 contains 119942 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2864 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2209 members 
Mstep: Class 11 contains 39476 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17304 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56193 members 
Mstep: Class 16 contains 171978 members 
Mstep: Class 17 contains 35163 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 84915 members 
Mstep: Class 20 contains 27057 members 
Mstep: Class 21 contains 163053 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
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Iteration 461Q: 25 clusters Score -1.327046e+08 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159600 members 
Mstep: Class 2 contains 663 members 
Mstep: Class 3 contains 8078 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64755 members 
Mstep: Class 6 contains 119974 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2864 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2209 members 
Mstep: Class 11 contains 39461 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17302 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56207 members 
Mstep: Class 16 contains 172031 members 
Mstep: Class 17 contains 35177 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 84784 members 
Mstep: Class 20 contains 27074 members 
Mstep: Class 21 contains 163100 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
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Iteration 462Q: 25 clusters Score -1.327045e+08 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159598 members 
Mstep: Class 2 contains 663 members 
Mstep: Class 3 contains 8077 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64756 members 
Mstep: Class 6 contains 120009 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2864 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2209 members 
Mstep: Class 11 contains 39445 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17296 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56214 members 
Mstep: Class 16 contains 172094 members 
Mstep: Class 17 contains 35179 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 84665 members 
Mstep: Class 20 contains 27079 members 
Mstep: Class 21 contains 163130 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
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Iteration 463Q: 25 clusters Score -1.327047e+08 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159590 members 
Mstep: Class 2 contains 662 members 
Mstep: Class 3 contains 8079 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64752 members 
Mstep: Class 6 contains 120054 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2866 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2209 members 
Mstep: Class 11 contains 39419 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17289 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56212 members 
Mstep: Class 16 contains 172145 members 
Mstep: Class 17 contains 35179 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 84545 members 
Mstep: Class 20 contains 27088 members 
Mstep: Class 21 contains 163189 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
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Iteration 464Q: 25 clusters Score -1.327046e+08 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159522 members 
Mstep: Class 2 contains 662 members 
Mstep: Class 3 contains 8081 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64756 members 
Mstep: Class 6 contains 120085 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2868 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2210 members 
Mstep: Class 11 contains 39411 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17279 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56230 members 
Mstep: Class 16 contains 172200 members 
Mstep: Class 17 contains 35191 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 84434 members 
Mstep: Class 20 contains 27098 members 
Mstep: Class 21 contains 163251 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
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Iteration 465Q: 25 clusters Score -1.327044e+08 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159426 members 
Mstep: Class 2 contains 662 members 
Mstep: Class 3 contains 8077 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64769 members 
Mstep: Class 6 contains 120138 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2867 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 39409 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17280 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56247 members 
Mstep: Class 16 contains 172245 members 
Mstep: Class 17 contains 35191 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 84331 members 
Mstep: Class 20 contains 27088 members 
Mstep: Class 21 contains 163337 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
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Iteration 466Q: 25 clusters Score -1.327044e+08 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159334 members 
Mstep: Class 2 contains 662 members 
Mstep: Class 3 contains 8075 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64787 members 
Mstep: Class 6 contains 120169 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2869 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2210 members 
Mstep: Class 11 contains 39406 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17280 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56282 members 
Mstep: Class 16 contains 172293 members 
Mstep: Class 17 contains 35201 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 84228 members 
Mstep: Class 20 contains 27081 members 
Mstep: Class 21 contains 163401 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
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Iteration 467Q: 25 clusters Score -1.327043e+08 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159265 members 
Mstep: Class 2 contains 661 members 
Mstep: Class 3 contains 8075 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64801 members 
Mstep: Class 6 contains 120193 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2870 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2210 members 
Mstep: Class 11 contains 39397 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17281 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56305 members 
Mstep: Class 16 contains 172314 members 
Mstep: Class 17 contains 35198 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 84148 members 
Mstep: Class 20 contains 27084 members 
Mstep: Class 21 contains 163475 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704336.000000 Penalty: 81993.640625
Iteration 468Q: 25 clusters Score -1.327043e+08 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159226 members 
Mstep: Class 2 contains 661 members 
Mstep: Class 3 contains 8074 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64805 members 
Mstep: Class 6 contains 120227 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2870 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2210 members 
Mstep: Class 11 contains 39391 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17277 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56321 members 
Mstep: Class 16 contains 172326 members 
Mstep: Class 17 contains 35202 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 84046 members 
Mstep: Class 20 contains 27085 members 
Mstep: Class 21 contains 163556 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704544.000000 Penalty: 81993.640625
Iteration 469Q: 25 clusters Score -1.327045e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159173 members 
Mstep: Class 2 contains 661 members 
Mstep: Class 3 contains 8078 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64812 members 
Mstep: Class 6 contains 120242 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2870 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 39381 members 
Mstep: Class 12 contains 3945 members 
Mstep: Class 13 contains 17274 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56326 members 
Mstep: Class 16 contains 172352 members 
Mstep: Class 17 contains 35204 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 83977 members 
Mstep: Class 20 contains 27095 members 
Mstep: Class 21 contains 163620 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704560.000000 Penalty: 81993.640625
Iteration 470Q: 25 clusters Score -1.327046e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159132 members 
Mstep: Class 2 contains 661 members 
Mstep: Class 3 contains 8080 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64817 members 
Mstep: Class 6 contains 120262 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2869 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2209 members 
Mstep: Class 11 contains 39360 members 
Mstep: Class 12 contains 3945 members 
Mstep: Class 13 contains 17271 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56332 members 
Mstep: Class 16 contains 172380 members 
Mstep: Class 17 contains 35217 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 83899 members 
Mstep: Class 20 contains 27113 members 
Mstep: Class 21 contains 163674 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704440.000000 Penalty: 81993.640625
Iteration 471Q: 25 clusters Score -1.327044e+08 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159091 members 
Mstep: Class 2 contains 661 members 
Mstep: Class 3 contains 8081 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64823 members 
Mstep: Class 6 contains 120288 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2869 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 39346 members 
Mstep: Class 12 contains 3945 members 
Mstep: Class 13 contains 17274 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56349 members 
Mstep: Class 16 contains 172400 members 
Mstep: Class 17 contains 35207 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 83819 members 
Mstep: Class 20 contains 27126 members 
Mstep: Class 21 contains 163734 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704384.000000 Penalty: 81993.640625
Iteration 472Q: 25 clusters Score -1.327044e+08 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159041 members 
Mstep: Class 2 contains 660 members 
Mstep: Class 3 contains 8081 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64828 members 
Mstep: Class 6 contains 120309 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2869 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 39333 members 
Mstep: Class 12 contains 3945 members 
Mstep: Class 13 contains 17275 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56341 members 
Mstep: Class 16 contains 172429 members 
Mstep: Class 17 contains 35204 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 83759 members 
Mstep: Class 20 contains 27138 members 
Mstep: Class 21 contains 163801 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704376.000000 Penalty: 81993.640625
Iteration 473Q: 25 clusters Score -1.327044e+08 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159015 members 
Mstep: Class 2 contains 660 members 
Mstep: Class 3 contains 8081 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64831 members 
Mstep: Class 6 contains 120338 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2869 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 39315 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17276 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56322 members 
Mstep: Class 16 contains 172448 members 
Mstep: Class 17 contains 35206 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 83714 members 
Mstep: Class 20 contains 27152 members 
Mstep: Class 21 contains 163842 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704408.000000 Penalty: 81993.640625
Iteration 474Q: 25 clusters Score -1.327044e+08 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158992 members 
Mstep: Class 2 contains 660 members 
Mstep: Class 3 contains 8085 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64823 members 
Mstep: Class 6 contains 120366 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2869 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2207 members 
Mstep: Class 11 contains 39307 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17270 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56320 members 
Mstep: Class 16 contains 172467 members 
Mstep: Class 17 contains 35221 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 83683 members 
Mstep: Class 20 contains 27166 members 
Mstep: Class 21 contains 163841 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704464.000000 Penalty: 81993.640625
Iteration 475Q: 25 clusters Score -1.327045e+08 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158960 members 
Mstep: Class 2 contains 660 members 
Mstep: Class 3 contains 8089 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64816 members 
Mstep: Class 6 contains 120397 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2869 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2206 members 
Mstep: Class 11 contains 39297 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17263 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56327 members 
Mstep: Class 16 contains 172468 members 
Mstep: Class 17 contains 35233 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 83646 members 
Mstep: Class 20 contains 27173 members 
Mstep: Class 21 contains 163873 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704384.000000 Penalty: 81993.640625
Iteration 476Q: 25 clusters Score -1.327044e+08 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158940 members 
Mstep: Class 2 contains 660 members 
Mstep: Class 3 contains 8092 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64821 members 
Mstep: Class 6 contains 120421 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2869 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2204 members 
Mstep: Class 11 contains 39283 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17264 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56336 members 
Mstep: Class 16 contains 172482 members 
Mstep: Class 17 contains 35244 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 83609 members 
Mstep: Class 20 contains 27170 members 
Mstep: Class 21 contains 163882 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704392.000000 Penalty: 81993.640625
Iteration 477Q: 25 clusters Score -1.327044e+08 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158930 members 
Mstep: Class 2 contains 660 members 
Mstep: Class 3 contains 8093 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64816 members 
Mstep: Class 6 contains 120454 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2869 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2203 members 
Mstep: Class 11 contains 39267 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17263 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56328 members 
Mstep: Class 16 contains 172494 members 
Mstep: Class 17 contains 35272 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 83584 members 
Mstep: Class 20 contains 27164 members 
Mstep: Class 21 contains 163881 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704408.000000 Penalty: 81993.640625
Iteration 478Q: 25 clusters Score -1.327044e+08 nChanged 622
Entering ConstructFrom: 
Score: -132704408.000000 Penalty: 81993.640625
Entering ConstructFrom: 
Trying to split cluster 1 (158895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158895 members 
Entering Unmasked Estep 
Score: -22180862.000000 Penalty: 2970.047607
	Iteration 0F: 2 clusters Score -2.218086e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79288 members 
Mstep: Class 2 contains 79607 members 
Entering Unmasked Estep 
Score: -22075498.000000 Penalty: 5940.095215
	Iteration 0F: 3 clusters Score -2.20755e+07 nChanged 76003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76925 members 
Mstep: Class 2 contains 81970 members 
Entering Unmasked Estep 
Score: -22119370.000000 Penalty: 5940.095215
	Iteration 1F: 3 clusters Score -2.211937e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75265 members 
Mstep: Class 2 contains 83630 members 
Entering Unmasked Estep 
Score: -22120298.000000 Penalty: 5940.095215
	Iteration 2Q: 3 clusters Score -2.21203e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72821 members 
Mstep: Class 2 contains 86074 members 
Entering Unmasked Estep 
Score: -22121470.000000 Penalty: 5940.095215
	Iteration 3Q: 3 clusters Score -2.212147e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69012 members 
Mstep: Class 2 contains 89883 members 
Entering Unmasked Estep 
Score: -22123106.000000 Penalty: 5940.095215
	Iteration 4Q: 3 clusters Score -2.212311e+07 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63373 members 
Mstep: Class 2 contains 95522 members 
Entering Unmasked Estep 
Score: -22125758.000000 Penalty: 5940.095215
	Iteration 5Q: 3 clusters Score -2.212576e+07 nChanged 8507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55286 members 
Mstep: Class 2 contains 103609 members 
Entering Unmasked Estep 
Score: -22130476.000000 Penalty: 5940.095215
	Iteration 6F: 3 clusters Score -2.213048e+07 nChanged 10872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 114307 members 
Entering Unmasked Estep 
Score: -22138460.000000 Penalty: 5940.095215
	Iteration 7F: 3 clusters Score -2.213846e+07 nChanged 12648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31996 members 
Mstep: Class 2 contains 126899 members 
Entering Unmasked Estep 
Score: -22149360.000000 Penalty: 5940.095215
	Iteration 8F: 3 clusters Score -2.214936e+07 nChanged 12181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 139056 members 
Entering Unmasked Estep 
Score: -22160682.000000 Penalty: 5940.095215
	Iteration 9F: 3 clusters Score -2.216068e+07 nChanged 9062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 148100 members 
Entering Unmasked Estep 
Score: -22169304.000000 Penalty: 5940.095215
	Iteration 10F: 3 clusters Score -2.21693e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 153389 members 
Entering Unmasked Estep 
Score: -22174248.000000 Penalty: 5940.095215
	Iteration 11Q: 3 clusters Score -2.217425e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 155979 members 
Entering Unmasked Estep 
Score: -22176510.000000 Penalty: 5940.095215
	Iteration 12Q: 3 clusters Score -2.217651e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 157183 members 
Entering Unmasked Estep 
Score: -22177348.000000 Penalty: 5940.095215
	Iteration 13Q: 3 clusters Score -2.217735e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 157731 members 
Entering Unmasked Estep 
Score: -22177828.000000 Penalty: 5940.095215
	Iteration 14Q: 3 clusters Score -2.217783e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 158004 members 
Entering Unmasked Estep 
Score: -22178018.000000 Penalty: 5940.095215
	Iteration 15Q: 3 clusters Score -2.217802e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 158144 members 
Entering Unmasked Estep 
Score: -22178126.000000 Penalty: 5940.095215
	Iteration 16Q: 3 clusters Score -2.217813e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 158207 members 
Entering Unmasked Estep 
Score: -22178194.000000 Penalty: 5940.095215
	Iteration 17Q: 3 clusters Score -2.217819e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 158248 members 
Entering Unmasked Estep 
Score: -22178238.000000 Penalty: 5940.095215
	Iteration 18Q: 3 clusters Score -2.217824e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 158286 members 
Entering Unmasked Estep 
Score: -22178232.000000 Penalty: 5940.095215
	Iteration 19Q: 3 clusters Score -2.217823e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 158308 members 
Entering Unmasked Estep 
Score: -22178284.000000 Penalty: 5940.095215
	Iteration 20F: 3 clusters Score -2.217828e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 158320 members 
Entering Unmasked Estep 
Score: -22178268.000000 Penalty: 5940.095215
	Iteration 21Q: 3 clusters Score -2.217827e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 158331 members 
Entering Unmasked Estep 
Score: -22178284.000000 Penalty: 5940.095215
	Iteration 22Q: 3 clusters Score -2.217828e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 158343 members 
Entering Unmasked Estep 
Score: -22178306.000000 Penalty: 5940.095215
	Iteration 23Q: 3 clusters Score -2.217831e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 158354 members 
Entering Unmasked Estep 
Score: -22178314.000000 Penalty: 5940.095215
	Iteration 24Q: 3 clusters Score -2.217831e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 158363 members 
Entering Unmasked Estep 
Score: -22178348.000000 Penalty: 5940.095215
	Iteration 25Q: 3 clusters Score -2.217835e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 158371 members 
Entering Unmasked Estep 
Score: -22178344.000000 Penalty: 5940.095215
	Iteration 26Q: 3 clusters Score -2.217834e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 158375 members 
Entering Unmasked Estep 
Score: -22178370.000000 Penalty: 5940.095215
	Iteration 27Q: 3 clusters Score -2.217837e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 158382 members 
Entering Unmasked Estep 
Score: -22178358.000000 Penalty: 5940.095215
	Iteration 28Q: 3 clusters Score -2.217836e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 158385 members 
Entering Unmasked Estep 
Score: -22178348.000000 Penalty: 5940.095215
	Iteration 29Q: 3 clusters Score -2.217835e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 158385 members 
Entering Unmasked Estep 
Score: -22178354.000000 Penalty: 5940.095215
	Iteration 30Q: 3 clusters Score -2.217835e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 158384 members 
Entering Unmasked Estep 
Score: -22178352.000000 Penalty: 5940.095215
	Iteration 31Q: 3 clusters Score -2.217835e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 158384 members 
Entering Unmasked Estep 
Score: -22178352.000000 Penalty: 5940.095215
	Iteration 32F: 3 clusters Score -2.217835e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -82723.015625 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -82723.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -81114.453125 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -81114.45 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -81434.296875 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -81434.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -81577.257812 Penalty: 3220.151123
	Iteration 2F: 3 clusters Score -81577.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -81644.828125 Penalty: 3220.151123
	Iteration 3Q: 3 clusters Score -81644.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -81690.468750 Penalty: 3220.151123
	Iteration 4Q: 3 clusters Score -81690.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -81738.406250 Penalty: 3220.151123
	Iteration 5Q: 3 clusters Score -81738.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -81781.710938 Penalty: 3220.151123
	Iteration 6Q: 3 clusters Score -81781.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -81818.625000 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -81818.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -81840.898438 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -81840.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -81871.484375 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -81871.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -81900.757812 Penalty: 3220.151123
	Iteration 10Q: 3 clusters Score -81900.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -81929.179688 Penalty: 3220.151123
	Iteration 11Q: 3 clusters Score -81929.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -81952.882812 Penalty: 3220.151123
	Iteration 12Q: 3 clusters Score -81952.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -81962.296875 Penalty: 3220.151123
	Iteration 13Q: 3 clusters Score -81962.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -81969.835938 Penalty: 3220.151123
	Iteration 14Q: 3 clusters Score -81969.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -81969.835938 Penalty: 3220.151123
	Iteration 15F: 3 clusters Score -81969.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Entering Unmasked Estep 
Score: -1093872.625000 Penalty: 2231.721924
	Iteration 0F: 2 clusters Score -1093873 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 4040 members 
Entering Unmasked Estep 
Score: -1087403.500000 Penalty: 4463.443848
	Iteration 0F: 3 clusters Score -1087404 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1089183.375000 Penalty: 4463.443848
	Iteration 1F: 3 clusters Score -1089183 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1089567.375000 Penalty: 4463.443848
	Iteration 2F: 3 clusters Score -1089567 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1089836.750000 Penalty: 4463.443848
	Iteration 3F: 3 clusters Score -1089837 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1090034.250000 Penalty: 4463.443848
	Iteration 4Q: 3 clusters Score -1090034 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1090208.875000 Penalty: 4463.443848
	Iteration 5Q: 3 clusters Score -1090209 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1090384.125000 Penalty: 4463.443848
	Iteration 6Q: 3 clusters Score -1090384 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1090560.250000 Penalty: 4463.443848
	Iteration 7Q: 3 clusters Score -1090560 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1090761.125000 Penalty: 4463.443848
	Iteration 8Q: 3 clusters Score -1090761 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1091006.250000 Penalty: 4463.443848
	Iteration 9Q: 3 clusters Score -1091006 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1091352.625000 Penalty: 4463.443848
	Iteration 10Q: 3 clusters Score -1091353 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1091702.750000 Penalty: 4463.443848
	Iteration 11Q: 3 clusters Score -1091703 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1092016.250000 Penalty: 4463.443848
	Iteration 12Q: 3 clusters Score -1092016 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1092275.000000 Penalty: 4463.443848
	Iteration 13Q: 3 clusters Score -1092275 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1092483.625000 Penalty: 4463.443848
	Iteration 14Q: 3 clusters Score -1092484 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1092687.250000 Penalty: 4463.443848
	Iteration 15Q: 3 clusters Score -1092687 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1092835.875000 Penalty: 4463.443848
	Iteration 16Q: 3 clusters Score -1092836 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1092948.625000 Penalty: 4463.443848
	Iteration 17Q: 3 clusters Score -1092949 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1093069.500000 Penalty: 4463.443848
	Iteration 18Q: 3 clusters Score -1093070 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1093249.000000 Penalty: 4463.443848
	Iteration 19Q: 3 clusters Score -1093249 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1093417.625000 Penalty: 4463.443848
	Iteration 20F: 3 clusters Score -1093418 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1093490.875000 Penalty: 4463.443848
	Iteration 21Q: 3 clusters Score -1093491 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1093529.000000 Penalty: 4463.443848
	Iteration 22Q: 3 clusters Score -1093529 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1093549.625000 Penalty: 4463.443848
	Iteration 23Q: 3 clusters Score -1093550 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1093567.250000 Penalty: 4463.443848
	Iteration 24Q: 3 clusters Score -1093567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1093572.125000 Penalty: 4463.443848
	Iteration 25Q: 3 clusters Score -1093572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1093576.625000 Penalty: 4463.443848
	Iteration 26Q: 3 clusters Score -1093577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1093580.000000 Penalty: 4463.443848
	Iteration 27Q: 3 clusters Score -1093580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1093583.125000 Penalty: 4463.443848
	Iteration 28Q: 3 clusters Score -1093583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1093581.875000 Penalty: 4463.443848
	Iteration 29Q: 3 clusters Score -1093582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1093586.750000 Penalty: 4463.443848
	Iteration 30Q: 3 clusters Score -1093587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1093584.875000 Penalty: 4463.443848
	Iteration 31Q: 3 clusters Score -1093585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1093587.000000 Penalty: 4463.443848
	Iteration 32Q: 3 clusters Score -1093587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1093588.125000 Penalty: 4463.443848
	Iteration 33Q: 3 clusters Score -1093588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1093586.375000 Penalty: 4463.443848
	Iteration 34Q: 3 clusters Score -1093586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1093587.250000 Penalty: 4463.443848
	Iteration 35Q: 3 clusters Score -1093587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1093587.250000 Penalty: 4463.443848
	Iteration 36F: 3 clusters Score -1093587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -80229.398438 Penalty: 1586.024902
	Iteration 0F: 2 clusters Score -80229.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -78598.476562 Penalty: 3172.049805
	Iteration 0F: 3 clusters Score -78598.48 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -78825.242188 Penalty: 3172.049805
	Iteration 1F: 3 clusters Score -78825.24 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -78898.632812 Penalty: 3172.049805
	Iteration 2F: 3 clusters Score -78898.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -78925.000000 Penalty: 3172.049805
	Iteration 3Q: 3 clusters Score -78925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -78934.250000 Penalty: 3172.049805
	Iteration 4Q: 3 clusters Score -78934.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -78943.429688 Penalty: 3172.049805
	Iteration 5Q: 3 clusters Score -78943.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -78961.921875 Penalty: 3172.049805
	Iteration 6Q: 3 clusters Score -78961.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -78981.539062 Penalty: 3172.049805
	Iteration 7Q: 3 clusters Score -78981.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -79018.578125 Penalty: 3172.049805
	Iteration 8Q: 3 clusters Score -79018.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -79047.445312 Penalty: 3172.049805
	Iteration 9Q: 3 clusters Score -79047.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -79057.320312 Penalty: 3172.049805
	Iteration 10Q: 3 clusters Score -79057.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -79068.132812 Penalty: 3172.049805
	Iteration 11Q: 3 clusters Score -79068.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -79083.375000 Penalty: 3172.049805
	Iteration 12Q: 3 clusters Score -79083.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -79086.617188 Penalty: 3172.049805
	Iteration 13Q: 3 clusters Score -79086.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -79088.945312 Penalty: 3172.049805
	Iteration 14Q: 3 clusters Score -79088.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -79093.757812 Penalty: 3172.049805
	Iteration 15Q: 3 clusters Score -79093.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -79100.507812 Penalty: 3172.049805
	Iteration 16Q: 3 clusters Score -79100.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -79101.851562 Penalty: 3172.049805
	Iteration 17Q: 3 clusters Score -79101.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -79101.851562 Penalty: 3172.049805
	Iteration 18F: 3 clusters Score -79101.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (64819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64819 members 
Entering Unmasked Estep 
Score: -9129451.000000 Penalty: 2747.679932
	Iteration 0F: 2 clusters Score -9129451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -9085911.000000 Penalty: 5495.359863
	Iteration 0F: 3 clusters Score -9085911 nChanged 30294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
Score: -9102931.000000 Penalty: 5495.359863
	Iteration 1F: 3 clusters Score -9102931 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -9103480.000000 Penalty: 5495.359863
	Iteration 2Q: 3 clusters Score -9103480 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -9104122.000000 Penalty: 5495.359863
	Iteration 3Q: 3 clusters Score -9104122 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37433 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -9104851.000000 Penalty: 5495.359863
	Iteration 4Q: 3 clusters Score -9104851 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -9106011.000000 Penalty: 5495.359863
	Iteration 5Q: 3 clusters Score -9106011 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43456 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -9107903.000000 Penalty: 5495.359863
	Iteration 6F: 3 clusters Score -9107903 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -9111212.000000 Penalty: 5495.359863
	Iteration 7F: 3 clusters Score -9111212 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53665 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -9116174.000000 Penalty: 5495.359863
	Iteration 8F: 3 clusters Score -9116174 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58896 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -9121455.000000 Penalty: 5495.359863
	Iteration 9F: 3 clusters Score -9121455 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62388 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -9125011.000000 Penalty: 5495.359863
	Iteration 10F: 3 clusters Score -9125011 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63827 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -9126418.000000 Penalty: 5495.359863
	Iteration 11Q: 3 clusters Score -9126418 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64259 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -9126864.000000 Penalty: 5495.359863
	Iteration 12Q: 3 clusters Score -9126864 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64388 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -9127030.000000 Penalty: 5495.359863
	Iteration 13Q: 3 clusters Score -9127030 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64440 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -9127116.000000 Penalty: 5495.359863
	Iteration 14Q: 3 clusters Score -9127116 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64461 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -9127153.000000 Penalty: 5495.359863
	Iteration 15Q: 3 clusters Score -9127153 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64467 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -9127185.000000 Penalty: 5495.359863
	Iteration 16Q: 3 clusters Score -9127185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64479 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -9127212.000000 Penalty: 5495.359863
	Iteration 17Q: 3 clusters Score -9127212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64487 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -9127222.000000 Penalty: 5495.359863
	Iteration 18Q: 3 clusters Score -9127222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64491 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -9127232.000000 Penalty: 5495.359863
	Iteration 19Q: 3 clusters Score -9127232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64493 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -9127235.000000 Penalty: 5495.359863
	Iteration 20F: 3 clusters Score -9127235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64494 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9127229.000000 Penalty: 5495.359863
	Iteration 21Q: 3 clusters Score -9127229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64495 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -9127234.000000 Penalty: 5495.359863
	Iteration 22Q: 3 clusters Score -9127234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64495 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -9127233.000000 Penalty: 5495.359863
	Iteration 23Q: 3 clusters Score -9127233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64495 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -9127244.000000 Penalty: 5495.359863
	Iteration 24Q: 3 clusters Score -9127244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64496 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9127247.000000 Penalty: 5495.359863
	Iteration 25Q: 3 clusters Score -9127247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64496 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9127252.000000 Penalty: 5495.359863
	Iteration 26Q: 3 clusters Score -9127252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64497 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -9127257.000000 Penalty: 5495.359863
	Iteration 27Q: 3 clusters Score -9127257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64497 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -9127257.000000 Penalty: 5495.359863
	Iteration 28F: 3 clusters Score -9127257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (120487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120487 members 
Entering Unmasked Estep 
Score: -17061516.000000 Penalty: 2901.425537
	Iteration 0F: 2 clusters Score -1.706152e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60330 members 
Mstep: Class 2 contains 60157 members 
Entering Unmasked Estep 
Score: -16983806.000000 Penalty: 5802.851074
	Iteration 0F: 3 clusters Score -1.698381e+07 nChanged 57209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61931 members 
Mstep: Class 2 contains 58556 members 
Entering Unmasked Estep 
Score: -17016710.000000 Penalty: 5802.851074
	Iteration 1F: 3 clusters Score -1.701671e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62750 members 
Mstep: Class 2 contains 57737 members 
Entering Unmasked Estep 
Score: -17017542.000000 Penalty: 5802.851074
	Iteration 2Q: 3 clusters Score -1.701754e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64000 members 
Mstep: Class 2 contains 56487 members 
Entering Unmasked Estep 
Score: -17018650.000000 Penalty: 5802.851074
	Iteration 3Q: 3 clusters Score -1.701865e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65761 members 
Mstep: Class 2 contains 54726 members 
Entering Unmasked Estep 
Score: -17020108.000000 Penalty: 5802.851074
	Iteration 4Q: 3 clusters Score -1.702011e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68208 members 
Mstep: Class 2 contains 52279 members 
Entering Unmasked Estep 
Score: -17022208.000000 Penalty: 5802.851074
	Iteration 5Q: 3 clusters Score -1.702221e+07 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71534 members 
Mstep: Class 2 contains 48953 members 
Entering Unmasked Estep 
Score: -17024852.000000 Penalty: 5802.851074
	Iteration 6Q: 3 clusters Score -1.702485e+07 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75966 members 
Mstep: Class 2 contains 44521 members 
Entering Unmasked Estep 
Score: -17028760.000000 Penalty: 5802.851074
	Iteration 7F: 3 clusters Score -1.702876e+07 nChanged 7121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81225 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -17033614.000000 Penalty: 5802.851074
	Iteration 8F: 3 clusters Score -1.703361e+07 nChanged 7341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86716 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -17039224.000000 Penalty: 5802.851074
	Iteration 9F: 3 clusters Score -1.703922e+07 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91475 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -17044320.000000 Penalty: 5802.851074
	Iteration 10F: 3 clusters Score -1.704432e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94711 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -17048234.000000 Penalty: 5802.851074
	Iteration 11Q: 3 clusters Score -1.704823e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96762 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -17050682.000000 Penalty: 5802.851074
	Iteration 12Q: 3 clusters Score -1.705068e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98252 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -17052208.000000 Penalty: 5802.851074
	Iteration 13Q: 3 clusters Score -1.705221e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99530 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -17052958.000000 Penalty: 5802.851074
	Iteration 14Q: 3 clusters Score -1.705296e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100775 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -17053608.000000 Penalty: 5802.851074
	Iteration 15Q: 3 clusters Score -1.705361e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101956 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -17054090.000000 Penalty: 5802.851074
	Iteration 16Q: 3 clusters Score -1.705409e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103108 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -17054580.000000 Penalty: 5802.851074
	Iteration 17Q: 3 clusters Score -1.705458e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104203 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -17054986.000000 Penalty: 5802.851074
	Iteration 18Q: 3 clusters Score -1.705499e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105240 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -17055218.000000 Penalty: 5802.851074
	Iteration 19Q: 3 clusters Score -1.705522e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106248 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -17055540.000000 Penalty: 5802.851074
	Iteration 20F: 3 clusters Score -1.705554e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107211 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -17055838.000000 Penalty: 5802.851074
	Iteration 21Q: 3 clusters Score -1.705584e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108146 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -17056108.000000 Penalty: 5802.851074
	Iteration 22Q: 3 clusters Score -1.705611e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109009 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -17056412.000000 Penalty: 5802.851074
	Iteration 23Q: 3 clusters Score -1.705641e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109841 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -17056642.000000 Penalty: 5802.851074
	Iteration 24Q: 3 clusters Score -1.705664e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110637 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -17056896.000000 Penalty: 5802.851074
	Iteration 25Q: 3 clusters Score -1.70569e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111437 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -17057094.000000 Penalty: 5802.851074
	Iteration 26Q: 3 clusters Score -1.705709e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112165 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -17057294.000000 Penalty: 5802.851074
	Iteration 27Q: 3 clusters Score -1.705729e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112839 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -17057498.000000 Penalty: 5802.851074
	Iteration 28Q: 3 clusters Score -1.70575e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113426 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -17057668.000000 Penalty: 5802.851074
	Iteration 29Q: 3 clusters Score -1.705767e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113997 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -17057874.000000 Penalty: 5802.851074
	Iteration 30Q: 3 clusters Score -1.705787e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114512 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -17058084.000000 Penalty: 5802.851074
	Iteration 31Q: 3 clusters Score -1.705808e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114966 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -17058182.000000 Penalty: 5802.851074
	Iteration 32Q: 3 clusters Score -1.705818e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115354 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -17058304.000000 Penalty: 5802.851074
	Iteration 33Q: 3 clusters Score -1.70583e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115702 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -17058390.000000 Penalty: 5802.851074
	Iteration 34Q: 3 clusters Score -1.705839e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116007 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -17058508.000000 Penalty: 5802.851074
	Iteration 35Q: 3 clusters Score -1.705851e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116304 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -17058536.000000 Penalty: 5802.851074
	Iteration 36Q: 3 clusters Score -1.705854e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116587 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -17058600.000000 Penalty: 5802.851074
	Iteration 37Q: 3 clusters Score -1.70586e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116855 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -17058654.000000 Penalty: 5802.851074
	Iteration 38Q: 3 clusters Score -1.705865e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117061 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -17058718.000000 Penalty: 5802.851074
	Iteration 39Q: 3 clusters Score -1.705872e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117266 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -17058770.000000 Penalty: 5802.851074
	Iteration 40F: 3 clusters Score -1.705877e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117470 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -17058796.000000 Penalty: 5802.851074
	Iteration 41Q: 3 clusters Score -1.70588e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117644 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -17058790.000000 Penalty: 5802.851074
	Iteration 42Q: 3 clusters Score -1.705879e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117784 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -17058806.000000 Penalty: 5802.851074
	Iteration 43Q: 3 clusters Score -1.705881e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117925 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -17058874.000000 Penalty: 5802.851074
	Iteration 44Q: 3 clusters Score -1.705887e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118043 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -17058922.000000 Penalty: 5802.851074
	Iteration 45Q: 3 clusters Score -1.705892e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118159 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -17058940.000000 Penalty: 5802.851074
	Iteration 46Q: 3 clusters Score -1.705894e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118270 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -17058994.000000 Penalty: 5802.851074
	Iteration 47Q: 3 clusters Score -1.705899e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118367 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -17059016.000000 Penalty: 5802.851074
	Iteration 48Q: 3 clusters Score -1.705902e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118452 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -17059058.000000 Penalty: 5802.851074
	Iteration 49Q: 3 clusters Score -1.705906e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118523 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -17059076.000000 Penalty: 5802.851074
	Iteration 50Q: 3 clusters Score -1.705908e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118585 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -17059116.000000 Penalty: 5802.851074
	Iteration 51Q: 3 clusters Score -1.705912e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118631 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -17059132.000000 Penalty: 5802.851074
	Iteration 52Q: 3 clusters Score -1.705913e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118685 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -17059138.000000 Penalty: 5802.851074
	Iteration 53Q: 3 clusters Score -1.705914e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118724 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -17059154.000000 Penalty: 5802.851074
	Iteration 54Q: 3 clusters Score -1.705915e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118755 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -17059150.000000 Penalty: 5802.851074
	Iteration 55Q: 3 clusters Score -1.705915e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118785 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -17059142.000000 Penalty: 5802.851074
	Iteration 56Q: 3 clusters Score -1.705914e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118814 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -17059160.000000 Penalty: 5802.851074
	Iteration 57Q: 3 clusters Score -1.705916e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118840 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -17059162.000000 Penalty: 5802.851074
	Iteration 58Q: 3 clusters Score -1.705916e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118869 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -17059184.000000 Penalty: 5802.851074
	Iteration 59Q: 3 clusters Score -1.705918e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118895 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -17059178.000000 Penalty: 5802.851074
	Iteration 60F: 3 clusters Score -1.705918e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118922 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -17059184.000000 Penalty: 5802.851074
	Iteration 61Q: 3 clusters Score -1.705918e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118945 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -17059192.000000 Penalty: 5802.851074
	Iteration 62Q: 3 clusters Score -1.705919e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118968 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -17059196.000000 Penalty: 5802.851074
	Iteration 63Q: 3 clusters Score -1.70592e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118993 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -17059188.000000 Penalty: 5802.851074
	Iteration 64Q: 3 clusters Score -1.705919e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119014 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -17059208.000000 Penalty: 5802.851074
	Iteration 65Q: 3 clusters Score -1.705921e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119023 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -17059226.000000 Penalty: 5802.851074
	Iteration 66Q: 3 clusters Score -1.705923e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119034 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -17059222.000000 Penalty: 5802.851074
	Iteration 67Q: 3 clusters Score -1.705922e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119042 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -17059222.000000 Penalty: 5802.851074
	Iteration 68Q: 3 clusters Score -1.705922e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119052 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -17059230.000000 Penalty: 5802.851074
	Iteration 69Q: 3 clusters Score -1.705923e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119060 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -17059240.000000 Penalty: 5802.851074
	Iteration 70Q: 3 clusters Score -1.705924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119065 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -17059228.000000 Penalty: 5802.851074
	Iteration 71Q: 3 clusters Score -1.705923e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119071 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -17059234.000000 Penalty: 5802.851074
	Iteration 72Q: 3 clusters Score -1.705923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119072 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -17059230.000000 Penalty: 5802.851074
	Iteration 73Q: 3 clusters Score -1.705923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119073 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -17059236.000000 Penalty: 5802.851074
	Iteration 74Q: 3 clusters Score -1.705924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119075 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -17059230.000000 Penalty: 5802.851074
	Iteration 75Q: 3 clusters Score -1.705923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119075 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -17059230.000000 Penalty: 5802.851074
	Iteration 76Q: 3 clusters Score -1.705923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119076 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -17059232.000000 Penalty: 5802.851074
	Iteration 77Q: 3 clusters Score -1.705923e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119076 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -17059232.000000 Penalty: 5802.851074
	Iteration 78F: 3 clusters Score -1.705923e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Entering Unmasked Estep 
Score: -88087.414062 Penalty: 1661.476196
	Iteration 0F: 2 clusters Score -88087.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -86483.171875 Penalty: 3322.952393
	Iteration 0F: 3 clusters Score -86483.17 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -87508.500000 Penalty: 3322.952393
	Iteration 1F: 3 clusters Score -87508.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -88304.679688 Penalty: 3322.952393
	Iteration 2F: 3 clusters Score -88304.68 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -88584.539062 Penalty: 3322.952393
	Iteration 3F: 3 clusters Score -88584.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -88706.859375 Penalty: 3322.952393
	Iteration 4Q: 3 clusters Score -88706.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -88897.382812 Penalty: 3322.952393
	Iteration 5Q: 3 clusters Score -88897.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -89176.507812 Penalty: 3322.952393
	Iteration 6Q: 3 clusters Score -89176.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -89327.468750 Penalty: 3322.952393
	Iteration 7Q: 3 clusters Score -89327.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -89642.796875 Penalty: 3322.952393
	Iteration 8Q: 3 clusters Score -89642.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -89667.546875 Penalty: 3322.952393
	Iteration 9Q: 3 clusters Score -89667.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -89667.546875 Penalty: 3322.952393
	Iteration 10F: 3 clusters Score -89667.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158895 members 
Mstep: Class 2 contains 660 members 
Mstep: Class 3 contains 8094 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64819 members 
Mstep: Class 6 contains 120487 members 
Mstep: Class 7 contains 185 members 
Mstep: Class 8 contains 2869 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2202 members 
Mstep: Class 11 contains 39257 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17263 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56320 members 
Mstep: Class 16 contains 172500 members 
Mstep: Class 17 contains 35290 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 83545 members 
Mstep: Class 20 contains 27165 members 
Mstep: Class 21 contains 163912 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Mstep: Class 25 contains 627 members 
Entering Unmasked Estep 
Score: -132704192.000000 Penalty: 85410.039062
Splitting cluster 7 changes total score from -132704408.000000 to -132704192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Entering Unmasked Estep 
Score: -382532.656250 Penalty: 1974.506226
	Iteration 0F: 2 clusters Score -382532.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -379319.656250 Penalty: 3949.012451
	Iteration 0F: 3 clusters Score -379319.7 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -379961.156250 Penalty: 3949.012451
	Iteration 1F: 3 clusters Score -379961.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -380120.687500 Penalty: 3949.012451
	Iteration 2F: 3 clusters Score -380120.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -380224.656250 Penalty: 3949.012451
	Iteration 3F: 3 clusters Score -380224.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -380283.718750 Penalty: 3949.012451
	Iteration 4Q: 3 clusters Score -380283.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -380319.343750 Penalty: 3949.012451
	Iteration 5Q: 3 clusters Score -380319.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -380347.937500 Penalty: 3949.012451
	Iteration 6Q: 3 clusters Score -380347.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -380368.406250 Penalty: 3949.012451
	Iteration 7Q: 3 clusters Score -380368.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -380391.062500 Penalty: 3949.012451
	Iteration 8Q: 3 clusters Score -380391.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -380408.750000 Penalty: 3949.012451
	Iteration 9Q: 3 clusters Score -380408.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -380419.656250 Penalty: 3949.012451
	Iteration 10Q: 3 clusters Score -380419.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -380428.781250 Penalty: 3949.012451
	Iteration 11Q: 3 clusters Score -380428.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -380437.531250 Penalty: 3949.012451
	Iteration 12Q: 3 clusters Score -380437.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -380442.968750 Penalty: 3949.012451
	Iteration 13Q: 3 clusters Score -380443 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -380453.093750 Penalty: 3949.012451
	Iteration 14Q: 3 clusters Score -380453.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -380465.156250 Penalty: 3949.012451
	Iteration 15Q: 3 clusters Score -380465.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -380477.875000 Penalty: 3949.012451
	Iteration 16Q: 3 clusters Score -380477.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -380488.468750 Penalty: 3949.012451
	Iteration 17Q: 3 clusters Score -380488.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -380499.875000 Penalty: 3949.012451
	Iteration 18Q: 3 clusters Score -380499.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -380507.656250 Penalty: 3949.012451
	Iteration 19Q: 3 clusters Score -380507.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -380511.406250 Penalty: 3949.012451
	Iteration 20F: 3 clusters Score -380511.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -380515.687500 Penalty: 3949.012451
	Iteration 21Q: 3 clusters Score -380515.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -380518.468750 Penalty: 3949.012451
	Iteration 22Q: 3 clusters Score -380518.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -380522.156250 Penalty: 3949.012451
	Iteration 23Q: 3 clusters Score -380522.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -380526.531250 Penalty: 3949.012451
	Iteration 24Q: 3 clusters Score -380526.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -380531.593750 Penalty: 3949.012451
	Iteration 25Q: 3 clusters Score -380531.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -380540.718750 Penalty: 3949.012451
	Iteration 26Q: 3 clusters Score -380540.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -380547.781250 Penalty: 3949.012451
	Iteration 27Q: 3 clusters Score -380547.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -380550.343750 Penalty: 3949.012451
	Iteration 28Q: 3 clusters Score -380550.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -380550.687500 Penalty: 3949.012451
	Iteration 29Q: 3 clusters Score -380550.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -380550.593750 Penalty: 3949.012451
	Iteration 30Q: 3 clusters Score -380550.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -380552.062500 Penalty: 3949.012451
	Iteration 31Q: 3 clusters Score -380552.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -380552.781250 Penalty: 3949.012451
	Iteration 32Q: 3 clusters Score -380552.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -380553.281250 Penalty: 3949.012451
	Iteration 33Q: 3 clusters Score -380553.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -380554.687500 Penalty: 3949.012451
	Iteration 34Q: 3 clusters Score -380554.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -380556.031250 Penalty: 3949.012451
	Iteration 35Q: 3 clusters Score -380556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -380557.406250 Penalty: 3949.012451
	Iteration 36Q: 3 clusters Score -380557.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -380557.812500 Penalty: 3949.012451
	Iteration 37Q: 3 clusters Score -380557.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -380557.812500 Penalty: 3949.012451
	Iteration 38F: 3 clusters Score -380557.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -58996.222656 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -58996.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -57651.773438 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -57651.77 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -58099.734375 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -58099.73 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -58439.574219 Penalty: 3092.267822
	Iteration 2F: 3 clusters Score -58439.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -58638.347656 Penalty: 3092.267822
	Iteration 3Q: 3 clusters Score -58638.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -58729.109375 Penalty: 3092.267822
	Iteration 4Q: 3 clusters Score -58729.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -58799.960938 Penalty: 3092.267822
	Iteration 5Q: 3 clusters Score -58799.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -58894.035156 Penalty: 3092.267822
	Iteration 6Q: 3 clusters Score -58894.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -58901.457031 Penalty: 3092.267822
	Iteration 7Q: 3 clusters Score -58901.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -58901.800781 Penalty: 3092.267822
	Iteration 8F: 3 clusters Score -58901.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -58913.078125 Penalty: 3092.267822
	Iteration 9Q: 3 clusters Score -58913.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -58980.664062 Penalty: 3092.267822
	Iteration 10Q: 3 clusters Score -58980.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -59033.226562 Penalty: 3092.267822
	Iteration 11Q: 3 clusters Score -59033.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -59050.640625 Penalty: 3092.267822
	Iteration 12Q: 3 clusters Score -59050.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -59050.640625 Penalty: 3092.267822
	Iteration 13F: 3 clusters Score -59050.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158895 members 
Mstep: Class 2 contains 660 members 
Mstep: Class 3 contains 8094 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64819 members 
Mstep: Class 6 contains 120487 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2869 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 2202 members 
Mstep: Class 11 contains 39257 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17263 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56320 members 
Mstep: Class 16 contains 172500 members 
Mstep: Class 17 contains 35290 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 83545 members 
Mstep: Class 20 contains 27165 members 
Mstep: Class 21 contains 163912 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Mstep: Class 25 contains 170 members 
Entering Unmasked Estep 
Score: -132702568.000000 Penalty: 85410.039062
Splitting cluster 9 changes total score from -132704408.000000 to -132702568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (2202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Entering Unmasked Estep 
Score: -303219.500000 Penalty: 1908.885986
	Iteration 0F: 2 clusters Score -303219.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -300441.875000 Penalty: 3817.771973
	Iteration 0F: 3 clusters Score -300441.9 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -300958.468750 Penalty: 3817.771973
	Iteration 1F: 3 clusters Score -300958.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -301081.343750 Penalty: 3817.771973
	Iteration 2F: 3 clusters Score -301081.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -301159.093750 Penalty: 3817.771973
	Iteration 3Q: 3 clusters Score -301159.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -301215.906250 Penalty: 3817.771973
	Iteration 4Q: 3 clusters Score -301215.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -301243.562500 Penalty: 3817.771973
	Iteration 5Q: 3 clusters Score -301243.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -301258.531250 Penalty: 3817.771973
	Iteration 6Q: 3 clusters Score -301258.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -301266.437500 Penalty: 3817.771973
	Iteration 7Q: 3 clusters Score -301266.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -301271.062500 Penalty: 3817.771973
	Iteration 8Q: 3 clusters Score -301271.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -301276.781250 Penalty: 3817.771973
	Iteration 9Q: 3 clusters Score -301276.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -301283.093750 Penalty: 3817.771973
	Iteration 10Q: 3 clusters Score -301283.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -301292.093750 Penalty: 3817.771973
	Iteration 11Q: 3 clusters Score -301292.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -301302.250000 Penalty: 3817.771973
	Iteration 12Q: 3 clusters Score -301302.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -301307.937500 Penalty: 3817.771973
	Iteration 13Q: 3 clusters Score -301307.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -301317.718750 Penalty: 3817.771973
	Iteration 14Q: 3 clusters Score -301317.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -301325.937500 Penalty: 3817.771973
	Iteration 15Q: 3 clusters Score -301325.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -301330.500000 Penalty: 3817.771973
	Iteration 16Q: 3 clusters Score -301330.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -301333.906250 Penalty: 3817.771973
	Iteration 17Q: 3 clusters Score -301333.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -301337.156250 Penalty: 3817.771973
	Iteration 18Q: 3 clusters Score -301337.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -301341.593750 Penalty: 3817.771973
	Iteration 19Q: 3 clusters Score -301341.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -301346.281250 Penalty: 3817.771973
	Iteration 20F: 3 clusters Score -301346.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -301351.406250 Penalty: 3817.771973
	Iteration 21Q: 3 clusters Score -301351.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -301355.625000 Penalty: 3817.771973
	Iteration 22Q: 3 clusters Score -301355.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -301358.093750 Penalty: 3817.771973
	Iteration 23Q: 3 clusters Score -301358.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -301358.781250 Penalty: 3817.771973
	Iteration 24Q: 3 clusters Score -301358.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -301362.187500 Penalty: 3817.771973
	Iteration 25Q: 3 clusters Score -301362.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -301363.625000 Penalty: 3817.771973
	Iteration 26Q: 3 clusters Score -301363.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -301365.000000 Penalty: 3817.771973
	Iteration 27Q: 3 clusters Score -301365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -301365.531250 Penalty: 3817.771973
	Iteration 28Q: 3 clusters Score -301365.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -301366.531250 Penalty: 3817.771973
	Iteration 29Q: 3 clusters Score -301366.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -301366.531250 Penalty: 3817.771973
	Iteration 30Q: 3 clusters Score -301366.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -301367.843750 Penalty: 3817.771973
	Iteration 31Q: 3 clusters Score -301367.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -301371.875000 Penalty: 3817.771973
	Iteration 32Q: 3 clusters Score -301371.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -301376.781250 Penalty: 3817.771973
	Iteration 33Q: 3 clusters Score -301376.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -301380.906250 Penalty: 3817.771973
	Iteration 34Q: 3 clusters Score -301380.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -301386.312500 Penalty: 3817.771973
	Iteration 35Q: 3 clusters Score -301386.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -301391.937500 Penalty: 3817.771973
	Iteration 36Q: 3 clusters Score -301391.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -301396.625000 Penalty: 3817.771973
	Iteration 37Q: 3 clusters Score -301396.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -301402.062500 Penalty: 3817.771973
	Iteration 38Q: 3 clusters Score -301402.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -301406.750000 Penalty: 3817.771973
	Iteration 39Q: 3 clusters Score -301406.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -301411.906250 Penalty: 3817.771973
	Iteration 40F: 3 clusters Score -301411.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -301414.625000 Penalty: 3817.771973
	Iteration 41Q: 3 clusters Score -301414.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -301416.562500 Penalty: 3817.771973
	Iteration 42Q: 3 clusters Score -301416.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -301419.375000 Penalty: 3817.771973
	Iteration 43Q: 3 clusters Score -301419.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -301421.281250 Penalty: 3817.771973
	Iteration 44Q: 3 clusters Score -301421.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -301423.625000 Penalty: 3817.771973
	Iteration 45Q: 3 clusters Score -301423.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -301429.906250 Penalty: 3817.771973
	Iteration 46Q: 3 clusters Score -301429.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -301439.593750 Penalty: 3817.771973
	Iteration 47Q: 3 clusters Score -301439.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -301452.843750 Penalty: 3817.771973
	Iteration 48Q: 3 clusters Score -301452.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -301462.406250 Penalty: 3817.771973
	Iteration 49Q: 3 clusters Score -301462.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -301468.937500 Penalty: 3817.771973
	Iteration 50Q: 3 clusters Score -301468.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -301472.937500 Penalty: 3817.771973
	Iteration 51Q: 3 clusters Score -301472.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -301475.406250 Penalty: 3817.771973
	Iteration 52Q: 3 clusters Score -301475.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -301479.093750 Penalty: 3817.771973
	Iteration 53Q: 3 clusters Score -301479.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -301484.125000 Penalty: 3817.771973
	Iteration 54Q: 3 clusters Score -301484.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -301487.562500 Penalty: 3817.771973
	Iteration 55Q: 3 clusters Score -301487.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -301490.062500 Penalty: 3817.771973
	Iteration 56Q: 3 clusters Score -301490.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -301494.000000 Penalty: 3817.771973
	Iteration 57Q: 3 clusters Score -301494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -301496.843750 Penalty: 3817.771973
	Iteration 58Q: 3 clusters Score -301496.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -301504.625000 Penalty: 3817.771973
	Iteration 59Q: 3 clusters Score -301504.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -301511.906250 Penalty: 3817.771973
	Iteration 60F: 3 clusters Score -301511.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -301514.937500 Penalty: 3817.771973
	Iteration 61Q: 3 clusters Score -301514.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -301519.187500 Penalty: 3817.771973
	Iteration 62Q: 3 clusters Score -301519.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -301527.125000 Penalty: 3817.771973
	Iteration 63Q: 3 clusters Score -301527.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -301538.875000 Penalty: 3817.771973
	Iteration 64Q: 3 clusters Score -301538.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -301549.062500 Penalty: 3817.771973
	Iteration 65Q: 3 clusters Score -301549.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -301562.500000 Penalty: 3817.771973
	Iteration 66Q: 3 clusters Score -301562.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -301577.343750 Penalty: 3817.771973
	Iteration 67Q: 3 clusters Score -301577.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -301589.125000 Penalty: 3817.771973
	Iteration 68Q: 3 clusters Score -301589.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -301602.375000 Penalty: 3817.771973
	Iteration 69Q: 3 clusters Score -301602.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -301617.031250 Penalty: 3817.771973
	Iteration 70Q: 3 clusters Score -301617 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -301633.937500 Penalty: 3817.771973
	Iteration 71Q: 3 clusters Score -301633.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -301651.062500 Penalty: 3817.771973
	Iteration 72Q: 3 clusters Score -301651.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -301673.906250 Penalty: 3817.771973
	Iteration 73Q: 3 clusters Score -301673.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -301702.781250 Penalty: 3817.771973
	Iteration 74Q: 3 clusters Score -301702.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -301746.500000 Penalty: 3817.771973
	Iteration 75Q: 3 clusters Score -301746.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -301784.593750 Penalty: 3817.771973
	Iteration 76Q: 3 clusters Score -301784.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -301818.968750 Penalty: 3817.771973
	Iteration 77Q: 3 clusters Score -301819 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -301868.312500 Penalty: 3817.771973
	Iteration 78Q: 3 clusters Score -301868.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -301948.218750 Penalty: 3817.771973
	Iteration 79Q: 3 clusters Score -301948.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -302048.656250 Penalty: 3817.771973
	Iteration 80F: 3 clusters Score -302048.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -302155.531250 Penalty: 3817.771973
	Iteration 81Q: 3 clusters Score -302155.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -302229.312500 Penalty: 3817.771973
	Iteration 82Q: 3 clusters Score -302229.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -302267.093750 Penalty: 3817.771973
	Iteration 83Q: 3 clusters Score -302267.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -302289.562500 Penalty: 3817.771973
	Iteration 84Q: 3 clusters Score -302289.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -302310.062500 Penalty: 3817.771973
	Iteration 85Q: 3 clusters Score -302310.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -302321.625000 Penalty: 3817.771973
	Iteration 86Q: 3 clusters Score -302321.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -302329.781250 Penalty: 3817.771973
	Iteration 87Q: 3 clusters Score -302329.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -302333.250000 Penalty: 3817.771973
	Iteration 88Q: 3 clusters Score -302333.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -302335.187500 Penalty: 3817.771973
	Iteration 89Q: 3 clusters Score -302335.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -302335.187500 Penalty: 3817.771973
	Iteration 90F: 3 clusters Score -302335.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Entering Unmasked Estep 
Score: -5380296.500000 Penalty: 2623.315430
	Iteration 0F: 2 clusters Score -5380296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -5353715.000000 Penalty: 5246.630859
	Iteration 0F: 3 clusters Score -5353715 nChanged 17929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -5363372.000000 Penalty: 5246.630859
	Iteration 1F: 3 clusters Score -5363372 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -5363839.500000 Penalty: 5246.630859
	Iteration 2Q: 3 clusters Score -5363840 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -5364212.500000 Penalty: 5246.630859
	Iteration 3Q: 3 clusters Score -5364212 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -5364578.000000 Penalty: 5246.630859
	Iteration 4Q: 3 clusters Score -5364578 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -5364993.000000 Penalty: 5246.630859
	Iteration 5Q: 3 clusters Score -5364993 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -5365474.500000 Penalty: 5246.630859
	Iteration 6Q: 3 clusters Score -5365474 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -5366162.500000 Penalty: 5246.630859
	Iteration 7Q: 3 clusters Score -5366162 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -5367180.500000 Penalty: 5246.630859
	Iteration 8F: 3 clusters Score -5367180 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
Score: -5368730.500000 Penalty: 5246.630859
	Iteration 9F: 3 clusters Score -5368730 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 31335 members 
Entering Unmasked Estep 
Score: -5370793.000000 Penalty: 5246.630859
	Iteration 10F: 3 clusters Score -5370793 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
Score: -5373162.500000 Penalty: 5246.630859
	Iteration 11F: 3 clusters Score -5373162 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -5375241.000000 Penalty: 5246.630859
	Iteration 12F: 3 clusters Score -5375241 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 37773 members 
Entering Unmasked Estep 
Score: -5376612.500000 Penalty: 5246.630859
	Iteration 13Q: 3 clusters Score -5376612 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -5377330.500000 Penalty: 5246.630859
	Iteration 14Q: 3 clusters Score -5377330 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 38818 members 
Entering Unmasked Estep 
Score: -5377700.500000 Penalty: 5246.630859
	Iteration 15Q: 3 clusters Score -5377700 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -5377840.500000 Penalty: 5246.630859
	Iteration 16Q: 3 clusters Score -5377840 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 38975 members 
Entering Unmasked Estep 
Score: -5377881.500000 Penalty: 5246.630859
	Iteration 17Q: 3 clusters Score -5377882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -5377909.500000 Penalty: 5246.630859
	Iteration 18Q: 3 clusters Score -5377910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 39006 members 
Entering Unmasked Estep 
Score: -5377918.500000 Penalty: 5246.630859
	Iteration 19Q: 3 clusters Score -5377918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
Score: -5377930.500000 Penalty: 5246.630859
	Iteration 20F: 3 clusters Score -5377930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -5377957.000000 Penalty: 5246.630859
	Iteration 21Q: 3 clusters Score -5377957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -5377965.000000 Penalty: 5246.630859
	Iteration 22Q: 3 clusters Score -5377965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 39035 members 
Entering Unmasked Estep 
Score: -5377975.500000 Penalty: 5246.630859
	Iteration 23Q: 3 clusters Score -5377976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
Score: -5377976.000000 Penalty: 5246.630859
	Iteration 24Q: 3 clusters Score -5377976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -5377982.000000 Penalty: 5246.630859
	Iteration 25Q: 3 clusters Score -5377982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 39042 members 
Entering Unmasked Estep 
Score: -5377983.000000 Penalty: 5246.630859
	Iteration 26Q: 3 clusters Score -5377983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 39042 members 
Entering Unmasked Estep 
Score: -5377983.000000 Penalty: 5246.630859
	Iteration 27F: 3 clusters Score -5377983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Entering Unmasked Estep 
Score: -543669.000000 Penalty: 2053.364990
	Iteration 0F: 2 clusters Score -543669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -539800.812500 Penalty: 4106.729980
	Iteration 0F: 3 clusters Score -539800.8 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -540716.125000 Penalty: 4106.729980
	Iteration 1F: 3 clusters Score -540716.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -540964.375000 Penalty: 4106.729980
	Iteration 2F: 3 clusters Score -540964.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -541132.125000 Penalty: 4106.729980
	Iteration 3F: 3 clusters Score -541132.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -541289.500000 Penalty: 4106.729980
	Iteration 4F: 3 clusters Score -541289.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -541426.812500 Penalty: 4106.729980
	Iteration 5Q: 3 clusters Score -541426.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -541550.812500 Penalty: 4106.729980
	Iteration 6Q: 3 clusters Score -541550.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -541656.937500 Penalty: 4106.729980
	Iteration 7Q: 3 clusters Score -541656.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -541748.562500 Penalty: 4106.729980
	Iteration 8Q: 3 clusters Score -541748.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -541843.625000 Penalty: 4106.729980
	Iteration 9Q: 3 clusters Score -541843.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -541962.000000 Penalty: 4106.729980
	Iteration 10Q: 3 clusters Score -541962 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -542086.437500 Penalty: 4106.729980
	Iteration 11Q: 3 clusters Score -542086.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -542269.875000 Penalty: 4106.729980
	Iteration 12Q: 3 clusters Score -542269.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -542466.312500 Penalty: 4106.729980
	Iteration 13Q: 3 clusters Score -542466.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -542635.125000 Penalty: 4106.729980
	Iteration 14Q: 3 clusters Score -542635.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -542793.812500 Penalty: 4106.729980
	Iteration 15Q: 3 clusters Score -542793.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -542916.812500 Penalty: 4106.729980
	Iteration 16Q: 3 clusters Score -542916.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -542978.312500 Penalty: 4106.729980
	Iteration 17Q: 3 clusters Score -542978.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -543010.562500 Penalty: 4106.729980
	Iteration 18Q: 3 clusters Score -543010.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -543028.562500 Penalty: 4106.729980
	Iteration 19Q: 3 clusters Score -543028.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -543042.062500 Penalty: 4106.729980
	Iteration 20F: 3 clusters Score -543042.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -543052.937500 Penalty: 4106.729980
	Iteration 21Q: 3 clusters Score -543052.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -543063.687500 Penalty: 4106.729980
	Iteration 22Q: 3 clusters Score -543063.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -543072.812500 Penalty: 4106.729980
	Iteration 23Q: 3 clusters Score -543072.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -543076.500000 Penalty: 4106.729980
	Iteration 24Q: 3 clusters Score -543076.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -543077.125000 Penalty: 4106.729980
	Iteration 25Q: 3 clusters Score -543077.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -543077.875000 Penalty: 4106.729980
	Iteration 26Q: 3 clusters Score -543077.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -543077.875000 Penalty: 4106.729980
	Iteration 27F: 3 clusters Score -543077.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Entering Unmasked Estep 
Score: -2437752.500000 Penalty: 2419.567627
	Iteration 0F: 2 clusters Score -2437752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -2425497.000000 Penalty: 4839.135254
	Iteration 0F: 3 clusters Score -2425497 nChanged 7434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -2429445.750000 Penalty: 4839.135254
	Iteration 1F: 3 clusters Score -2429446 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2429872.000000 Penalty: 4839.135254
	Iteration 2F: 3 clusters Score -2429872 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -2430246.250000 Penalty: 4839.135254
	Iteration 3Q: 3 clusters Score -2430246 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -2430650.750000 Penalty: 4839.135254
	Iteration 4Q: 3 clusters Score -2430651 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -2431129.000000 Penalty: 4839.135254
	Iteration 5F: 3 clusters Score -2431129 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -2431761.250000 Penalty: 4839.135254
	Iteration 6F: 3 clusters Score -2431761 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -2432604.750000 Penalty: 4839.135254
	Iteration 7F: 3 clusters Score -2432605 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -2433481.750000 Penalty: 4839.135254
	Iteration 8F: 3 clusters Score -2433482 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -2434318.750000 Penalty: 4839.135254
	Iteration 9F: 3 clusters Score -2434319 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2434942.250000 Penalty: 4839.135254
	Iteration 10Q: 3 clusters Score -2434942 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -2435272.750000 Penalty: 4839.135254
	Iteration 11Q: 3 clusters Score -2435273 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -2435441.750000 Penalty: 4839.135254
	Iteration 12Q: 3 clusters Score -2435442 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2435516.250000 Penalty: 4839.135254
	Iteration 13Q: 3 clusters Score -2435516 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2435569.500000 Penalty: 4839.135254
	Iteration 14Q: 3 clusters Score -2435570 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2435614.750000 Penalty: 4839.135254
	Iteration 15Q: 3 clusters Score -2435615 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2435651.250000 Penalty: 4839.135254
	Iteration 16Q: 3 clusters Score -2435651 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2435665.250000 Penalty: 4839.135254
	Iteration 17Q: 3 clusters Score -2435665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -2435676.000000 Penalty: 4839.135254
	Iteration 18Q: 3 clusters Score -2435676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2435688.750000 Penalty: 4839.135254
	Iteration 19Q: 3 clusters Score -2435689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -2435696.000000 Penalty: 4839.135254
	Iteration 20F: 3 clusters Score -2435696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -2435704.750000 Penalty: 4839.135254
	Iteration 21Q: 3 clusters Score -2435705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -2435705.250000 Penalty: 4839.135254
	Iteration 22Q: 3 clusters Score -2435705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -2435706.000000 Penalty: 4839.135254
	Iteration 23Q: 3 clusters Score -2435706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -2435708.000000 Penalty: 4839.135254
	Iteration 24Q: 3 clusters Score -2435708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -2435707.750000 Penalty: 4839.135254
	Iteration 25Q: 3 clusters Score -2435708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -2435707.750000 Penalty: 4839.135254
	Iteration 26F: 3 clusters Score -2435708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Entering Unmasked Estep 
Score: -79829.023438 Penalty: 1580.159790
	Iteration 0F: 2 clusters Score -79829.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -78226.859375 Penalty: 3160.319580
	Iteration 0F: 3 clusters Score -78226.86 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -78416.796875 Penalty: 3160.319580
	Iteration 1F: 3 clusters Score -78416.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -78463.187500 Penalty: 3160.319580
	Iteration 2F: 3 clusters Score -78463.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -78477.890625 Penalty: 3160.319580
	Iteration 3Q: 3 clusters Score -78477.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -78492.070312 Penalty: 3160.319580
	Iteration 4Q: 3 clusters Score -78492.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -78497.851562 Penalty: 3160.319580
	Iteration 5Q: 3 clusters Score -78497.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -78500.851562 Penalty: 3160.319580
	Iteration 6Q: 3 clusters Score -78500.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -78500.851562 Penalty: 3160.319580
	Iteration 7F: 3 clusters Score -78500.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (56320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56320 members 
Entering Unmasked Estep 
Score: -7947946.500000 Penalty: 2712.823486
	Iteration 0F: 2 clusters Score -7947946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -7910200.000000 Penalty: 5425.646973
	Iteration 0F: 3 clusters Score -7910200 nChanged 26119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -7925042.500000 Penalty: 5425.646973
	Iteration 1F: 3 clusters Score -7925042 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -7926048.000000 Penalty: 5425.646973
	Iteration 2Q: 3 clusters Score -7926048 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -7927381.000000 Penalty: 5425.646973
	Iteration 3F: 3 clusters Score -7927381 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -7929428.500000 Penalty: 5425.646973
	Iteration 4F: 3 clusters Score -7929428 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -7932267.500000 Penalty: 5425.646973
	Iteration 5F: 3 clusters Score -7932268 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -7935833.500000 Penalty: 5425.646973
	Iteration 6F: 3 clusters Score -7935834 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -7939318.000000 Penalty: 5425.646973
	Iteration 7F: 3 clusters Score -7939318 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48449 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -7942148.000000 Penalty: 5425.646973
	Iteration 8F: 3 clusters Score -7942148 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50784 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -7944216.500000 Penalty: 5425.646973
	Iteration 9Q: 3 clusters Score -7944216 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52396 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -7945653.000000 Penalty: 5425.646973
	Iteration 10Q: 3 clusters Score -7945653 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53394 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -7946469.500000 Penalty: 5425.646973
	Iteration 11Q: 3 clusters Score -7946470 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54012 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -7946865.000000 Penalty: 5425.646973
	Iteration 12Q: 3 clusters Score -7946865 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54399 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -7947108.000000 Penalty: 5425.646973
	Iteration 13Q: 3 clusters Score -7947108 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54642 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -7947284.000000 Penalty: 5425.646973
	Iteration 14Q: 3 clusters Score -7947284 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54801 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -7947371.000000 Penalty: 5425.646973
	Iteration 15Q: 3 clusters Score -7947371 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54889 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -7947438.000000 Penalty: 5425.646973
	Iteration 16Q: 3 clusters Score -7947438 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54933 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -7947436.500000 Penalty: 5425.646973
	Iteration 17Q: 3 clusters Score -7947436 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54966 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -7947460.000000 Penalty: 5425.646973
	Iteration 18Q: 3 clusters Score -7947460 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54991 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -7947463.500000 Penalty: 5425.646973
	Iteration 19Q: 3 clusters Score -7947464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55007 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -7947473.500000 Penalty: 5425.646973
	Iteration 20F: 3 clusters Score -7947474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55016 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -7947480.500000 Penalty: 5425.646973
	Iteration 21Q: 3 clusters Score -7947480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55027 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -7947485.000000 Penalty: 5425.646973
	Iteration 22Q: 3 clusters Score -7947485 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55043 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -7947480.000000 Penalty: 5425.646973
	Iteration 23Q: 3 clusters Score -7947480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55053 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -7947487.500000 Penalty: 5425.646973
	Iteration 24Q: 3 clusters Score -7947488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55058 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -7947483.000000 Penalty: 5425.646973
	Iteration 25Q: 3 clusters Score -7947483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55063 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -7947491.500000 Penalty: 5425.646973
	Iteration 26Q: 3 clusters Score -7947492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55073 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -7947495.000000 Penalty: 5425.646973
	Iteration 27Q: 3 clusters Score -7947495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55080 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -7947500.500000 Penalty: 5425.646973
	Iteration 28Q: 3 clusters Score -7947500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55087 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -7947503.500000 Penalty: 5425.646973
	Iteration 29Q: 3 clusters Score -7947504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55087 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -7947503.000000 Penalty: 5425.646973
	Iteration 30Q: 3 clusters Score -7947503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55089 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -7947500.000000 Penalty: 5425.646973
	Iteration 31Q: 3 clusters Score -7947500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55094 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -7947502.000000 Penalty: 5425.646973
	Iteration 32Q: 3 clusters Score -7947502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55097 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -7947504.500000 Penalty: 5425.646973
	Iteration 33Q: 3 clusters Score -7947504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55099 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -7947505.500000 Penalty: 5425.646973
	Iteration 34Q: 3 clusters Score -7947506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55101 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -7947506.000000 Penalty: 5425.646973
	Iteration 35Q: 3 clusters Score -7947506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55101 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -7947506.000000 Penalty: 5425.646973
	Iteration 36F: 3 clusters Score -7947506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (172500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172500 members 
Entering Unmasked Estep 
Score: -24296222.000000 Penalty: 2990.421631
	Iteration 0F: 2 clusters Score -2.429622e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86099 members 
Mstep: Class 2 contains 86401 members 
Entering Unmasked Estep 
Score: -24187612.000000 Penalty: 5980.843262
	Iteration 0F: 3 clusters Score -2.418761e+07 nChanged 82832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82515 members 
Mstep: Class 2 contains 89985 members 
Entering Unmasked Estep 
Score: -24235146.000000 Penalty: 5980.843262
	Iteration 1F: 3 clusters Score -2.423515e+07 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80323 members 
Mstep: Class 2 contains 92177 members 
Entering Unmasked Estep 
Score: -24236152.000000 Penalty: 5980.843262
	Iteration 2Q: 3 clusters Score -2.423615e+07 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76999 members 
Mstep: Class 2 contains 95501 members 
Entering Unmasked Estep 
Score: -24237308.000000 Penalty: 5980.843262
	Iteration 3Q: 3 clusters Score -2.423731e+07 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72448 members 
Mstep: Class 2 contains 100052 members 
Entering Unmasked Estep 
Score: -24238786.000000 Penalty: 5980.843262
	Iteration 4Q: 3 clusters Score -2.423879e+07 nChanged 8075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66379 members 
Mstep: Class 2 contains 106121 members 
Entering Unmasked Estep 
Score: -24241106.000000 Penalty: 5980.843262
	Iteration 5Q: 3 clusters Score -2.424111e+07 nChanged 9272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58951 members 
Mstep: Class 2 contains 113549 members 
Entering Unmasked Estep 
Score: -24244698.000000 Penalty: 5980.843262
	Iteration 6F: 3 clusters Score -2.42447e+07 nChanged 10090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51047 members 
Mstep: Class 2 contains 121453 members 
Entering Unmasked Estep 
Score: -24249980.000000 Penalty: 5980.843262
	Iteration 7F: 3 clusters Score -2.424998e+07 nChanged 9847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44584 members 
Mstep: Class 2 contains 127916 members 
Entering Unmasked Estep 
Score: -24255958.000000 Penalty: 5980.843262
	Iteration 8F: 3 clusters Score -2.425596e+07 nChanged 9480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 131094 members 
Entering Unmasked Estep 
Score: -24262550.000000 Penalty: 5980.843262
	Iteration 9F: 3 clusters Score -2.426255e+07 nChanged 8472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41426 members 
Mstep: Class 2 contains 131074 members 
Entering Unmasked Estep 
Score: -24266524.000000 Penalty: 5980.843262
	Iteration 10Q: 3 clusters Score -2.426652e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 129680 members 
Entering Unmasked Estep 
Score: -24267816.000000 Penalty: 5980.843262
	Iteration 11Q: 3 clusters Score -2.426782e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44443 members 
Mstep: Class 2 contains 128057 members 
Entering Unmasked Estep 
Score: -24267870.000000 Penalty: 5980.843262
	Iteration 12Q: 3 clusters Score -2.426787e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 126305 members 
Entering Unmasked Estep 
Score: -24267780.000000 Penalty: 5980.843262
	Iteration 13Q: 3 clusters Score -2.426778e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 124455 members 
Entering Unmasked Estep 
Score: -24267866.000000 Penalty: 5980.843262
	Iteration 14Q: 3 clusters Score -2.426787e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50027 members 
Mstep: Class 2 contains 122473 members 
Entering Unmasked Estep 
Score: -24267898.000000 Penalty: 5980.843262
	Iteration 15Q: 3 clusters Score -2.42679e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52137 members 
Mstep: Class 2 contains 120363 members 
Entering Unmasked Estep 
Score: -24267936.000000 Penalty: 5980.843262
	Iteration 16Q: 3 clusters Score -2.426794e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54360 members 
Mstep: Class 2 contains 118140 members 
Entering Unmasked Estep 
Score: -24267954.000000 Penalty: 5980.843262
	Iteration 17Q: 3 clusters Score -2.426795e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56613 members 
Mstep: Class 2 contains 115887 members 
Entering Unmasked Estep 
Score: -24268104.000000 Penalty: 5980.843262
	Iteration 18Q: 3 clusters Score -2.42681e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58893 members 
Mstep: Class 2 contains 113607 members 
Entering Unmasked Estep 
Score: -24268134.000000 Penalty: 5980.843262
	Iteration 19Q: 3 clusters Score -2.426813e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61279 members 
Mstep: Class 2 contains 111221 members 
Entering Unmasked Estep 
Score: -24268410.000000 Penalty: 5980.843262
	Iteration 20F: 3 clusters Score -2.426841e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63684 members 
Mstep: Class 2 contains 108816 members 
Entering Unmasked Estep 
Score: -24268620.000000 Penalty: 5980.843262
	Iteration 21Q: 3 clusters Score -2.426862e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66092 members 
Mstep: Class 2 contains 106408 members 
Entering Unmasked Estep 
Score: -24268642.000000 Penalty: 5980.843262
	Iteration 22Q: 3 clusters Score -2.426864e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68577 members 
Mstep: Class 2 contains 103923 members 
Entering Unmasked Estep 
Score: -24268764.000000 Penalty: 5980.843262
	Iteration 23Q: 3 clusters Score -2.426876e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71099 members 
Mstep: Class 2 contains 101401 members 
Entering Unmasked Estep 
Score: -24269024.000000 Penalty: 5980.843262
	Iteration 24Q: 3 clusters Score -2.426902e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73621 members 
Mstep: Class 2 contains 98879 members 
Entering Unmasked Estep 
Score: -24269402.000000 Penalty: 5980.843262
	Iteration 25Q: 3 clusters Score -2.42694e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75974 members 
Mstep: Class 2 contains 96526 members 
Entering Unmasked Estep 
Score: -24269896.000000 Penalty: 5980.843262
	Iteration 26Q: 3 clusters Score -2.42699e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78220 members 
Mstep: Class 2 contains 94280 members 
Entering Unmasked Estep 
Score: -24270286.000000 Penalty: 5980.843262
	Iteration 27Q: 3 clusters Score -2.427029e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80451 members 
Mstep: Class 2 contains 92049 members 
Entering Unmasked Estep 
Score: -24270654.000000 Penalty: 5980.843262
	Iteration 28Q: 3 clusters Score -2.427065e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82665 members 
Mstep: Class 2 contains 89835 members 
Entering Unmasked Estep 
Score: -24271076.000000 Penalty: 5980.843262
	Iteration 29Q: 3 clusters Score -2.427108e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84783 members 
Mstep: Class 2 contains 87717 members 
Entering Unmasked Estep 
Score: -24271378.000000 Penalty: 5980.843262
	Iteration 30Q: 3 clusters Score -2.427138e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86896 members 
Mstep: Class 2 contains 85604 members 
Entering Unmasked Estep 
Score: -24271798.000000 Penalty: 5980.843262
	Iteration 31Q: 3 clusters Score -2.42718e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89050 members 
Mstep: Class 2 contains 83450 members 
Entering Unmasked Estep 
Score: -24272120.000000 Penalty: 5980.843262
	Iteration 32Q: 3 clusters Score -2.427212e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91295 members 
Mstep: Class 2 contains 81205 members 
Entering Unmasked Estep 
Score: -24272386.000000 Penalty: 5980.843262
	Iteration 33Q: 3 clusters Score -2.427239e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93813 members 
Mstep: Class 2 contains 78687 members 
Entering Unmasked Estep 
Score: -24272708.000000 Penalty: 5980.843262
	Iteration 34Q: 3 clusters Score -2.427271e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96569 members 
Mstep: Class 2 contains 75931 members 
Entering Unmasked Estep 
Score: -24272970.000000 Penalty: 5980.843262
	Iteration 35Q: 3 clusters Score -2.427297e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99506 members 
Mstep: Class 2 contains 72994 members 
Entering Unmasked Estep 
Score: -24273496.000000 Penalty: 5980.843262
	Iteration 36Q: 3 clusters Score -2.42735e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102870 members 
Mstep: Class 2 contains 69630 members 
Entering Unmasked Estep 
Score: -24273908.000000 Penalty: 5980.843262
	Iteration 37Q: 3 clusters Score -2.427391e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106504 members 
Mstep: Class 2 contains 65996 members 
Entering Unmasked Estep 
Score: -24274390.000000 Penalty: 5980.843262
	Iteration 38Q: 3 clusters Score -2.427439e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110253 members 
Mstep: Class 2 contains 62247 members 
Entering Unmasked Estep 
Score: -24274694.000000 Penalty: 5980.843262
	Iteration 39Q: 3 clusters Score -2.427469e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113837 members 
Mstep: Class 2 contains 58663 members 
Entering Unmasked Estep 
Score: -24275830.000000 Penalty: 5980.843262
	Iteration 40F: 3 clusters Score -2.427583e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118959 members 
Mstep: Class 2 contains 53541 members 
Entering Unmasked Estep 
Score: -24277098.000000 Penalty: 5980.843262
	Iteration 41Q: 3 clusters Score -2.42771e+07 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124347 members 
Mstep: Class 2 contains 48153 members 
Entering Unmasked Estep 
Score: -24278548.000000 Penalty: 5980.843262
	Iteration 42Q: 3 clusters Score -2.427855e+07 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129972 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -24280114.000000 Penalty: 5980.843262
	Iteration 43Q: 3 clusters Score -2.428011e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135439 members 
Mstep: Class 2 contains 37061 members 
Entering Unmasked Estep 
Score: -24281826.000000 Penalty: 5980.843262
	Iteration 44Q: 3 clusters Score -2.428183e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140416 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -24283292.000000 Penalty: 5980.843262
	Iteration 45Q: 3 clusters Score -2.428329e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144707 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -24284746.000000 Penalty: 5980.843262
	Iteration 46Q: 3 clusters Score -2.428475e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148445 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -24285590.000000 Penalty: 5980.843262
	Iteration 47Q: 3 clusters Score -2.428559e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151715 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -24286718.000000 Penalty: 5980.843262
	Iteration 48Q: 3 clusters Score -2.428672e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154542 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -24288390.000000 Penalty: 5980.843262
	Iteration 49Q: 3 clusters Score -2.428839e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157138 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -24290478.000000 Penalty: 5980.843262
	Iteration 50Q: 3 clusters Score -2.429048e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159429 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -24292190.000000 Penalty: 5980.843262
	Iteration 51Q: 3 clusters Score -2.429219e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161409 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -24293282.000000 Penalty: 5980.843262
	Iteration 52Q: 3 clusters Score -2.429328e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163070 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -24294220.000000 Penalty: 5980.843262
	Iteration 53Q: 3 clusters Score -2.429422e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164468 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -24294840.000000 Penalty: 5980.843262
	Iteration 54Q: 3 clusters Score -2.429484e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165657 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -24295260.000000 Penalty: 5980.843262
	Iteration 55Q: 3 clusters Score -2.429526e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166584 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -24295550.000000 Penalty: 5980.843262
	Iteration 56Q: 3 clusters Score -2.429555e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167335 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -24295652.000000 Penalty: 5980.843262
	Iteration 57Q: 3 clusters Score -2.429565e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167883 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -24295766.000000 Penalty: 5980.843262
	Iteration 58Q: 3 clusters Score -2.429577e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168309 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -24295788.000000 Penalty: 5980.843262
	Iteration 59Q: 3 clusters Score -2.429579e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168600 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -24296062.000000 Penalty: 5980.843262
	Iteration 60F: 3 clusters Score -2.429606e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169059 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -24296084.000000 Penalty: 5980.843262
	Iteration 61Q: 3 clusters Score -2.429608e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169428 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -24296132.000000 Penalty: 5980.843262
	Iteration 62Q: 3 clusters Score -2.429613e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169710 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -24296146.000000 Penalty: 5980.843262
	Iteration 63Q: 3 clusters Score -2.429615e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169915 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -24296082.000000 Penalty: 5980.843262
	Iteration 64Q: 3 clusters Score -2.429608e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170071 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -24296066.000000 Penalty: 5980.843262
	Iteration 65Q: 3 clusters Score -2.429607e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170193 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -24296012.000000 Penalty: 5980.843262
	Iteration 66Q: 3 clusters Score -2.429601e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170276 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -24295988.000000 Penalty: 5980.843262
	Iteration 67Q: 3 clusters Score -2.429599e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170349 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -24295964.000000 Penalty: 5980.843262
	Iteration 68Q: 3 clusters Score -2.429596e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170397 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -24295966.000000 Penalty: 5980.843262
	Iteration 69Q: 3 clusters Score -2.429597e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170440 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -24295938.000000 Penalty: 5980.843262
	Iteration 70Q: 3 clusters Score -2.429594e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170480 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -24295942.000000 Penalty: 5980.843262
	Iteration 71Q: 3 clusters Score -2.429594e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170508 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -24295916.000000 Penalty: 5980.843262
	Iteration 72Q: 3 clusters Score -2.429592e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170533 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -24295874.000000 Penalty: 5980.843262
	Iteration 73Q: 3 clusters Score -2.429587e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170550 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -24295892.000000 Penalty: 5980.843262
	Iteration 74Q: 3 clusters Score -2.429589e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170567 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -24295892.000000 Penalty: 5980.843262
	Iteration 75Q: 3 clusters Score -2.429589e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170580 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -24295860.000000 Penalty: 5980.843262
	Iteration 76Q: 3 clusters Score -2.429586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170586 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -24295882.000000 Penalty: 5980.843262
	Iteration 77Q: 3 clusters Score -2.429588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170590 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -24295888.000000 Penalty: 5980.843262
	Iteration 78Q: 3 clusters Score -2.429589e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170596 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -24295888.000000 Penalty: 5980.843262
	Iteration 79Q: 3 clusters Score -2.429589e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170600 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -24295886.000000 Penalty: 5980.843262
	Iteration 80F: 3 clusters Score -2.429589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170603 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -24295876.000000 Penalty: 5980.843262
	Iteration 81Q: 3 clusters Score -2.429588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170603 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -24295876.000000 Penalty: 5980.843262
	Iteration 82F: 3 clusters Score -2.429588e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (35290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35290 members 
Entering Unmasked Estep 
Score: -5003839.500000 Penalty: 2596.895996
	Iteration 0F: 2 clusters Score -5003840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -4979868.500000 Penalty: 5193.791992
	Iteration 0F: 3 clusters Score -4979868 nChanged 15989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -4988511.000000 Penalty: 5193.791992
	Iteration 1F: 3 clusters Score -4988511 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -4988907.000000 Penalty: 5193.791992
	Iteration 2Q: 3 clusters Score -4988907 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -4989308.500000 Penalty: 5193.791992
	Iteration 3Q: 3 clusters Score -4989308 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -4989628.500000 Penalty: 5193.791992
	Iteration 4Q: 3 clusters Score -4989628 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -4990022.000000 Penalty: 5193.791992
	Iteration 5Q: 3 clusters Score -4990022 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -4990491.000000 Penalty: 5193.791992
	Iteration 6Q: 3 clusters Score -4990491 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -4991113.000000 Penalty: 5193.791992
	Iteration 7Q: 3 clusters Score -4991113 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -4992136.000000 Penalty: 5193.791992
	Iteration 8Q: 3 clusters Score -4992136 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -4993523.000000 Penalty: 5193.791992
	Iteration 9F: 3 clusters Score -4993523 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -4995159.000000 Penalty: 5193.791992
	Iteration 10F: 3 clusters Score -4995159 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -4996778.000000 Penalty: 5193.791992
	Iteration 11F: 3 clusters Score -4996778 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -4998068.500000 Penalty: 5193.791992
	Iteration 12Q: 3 clusters Score -4998068 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -4998992.000000 Penalty: 5193.791992
	Iteration 13Q: 3 clusters Score -4998992 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -4999606.000000 Penalty: 5193.791992
	Iteration 14Q: 3 clusters Score -4999606 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -5000033.000000 Penalty: 5193.791992
	Iteration 15Q: 3 clusters Score -5000033 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -5000374.000000 Penalty: 5193.791992
	Iteration 16Q: 3 clusters Score -5000374 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -5000634.500000 Penalty: 5193.791992
	Iteration 17Q: 3 clusters Score -5000634 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -5000874.500000 Penalty: 5193.791992
	Iteration 18Q: 3 clusters Score -5000874 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -5001043.500000 Penalty: 5193.791992
	Iteration 19Q: 3 clusters Score -5001044 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -5001193.500000 Penalty: 5193.791992
	Iteration 20F: 3 clusters Score -5001194 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -5001298.000000 Penalty: 5193.791992
	Iteration 21Q: 3 clusters Score -5001298 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -5001374.000000 Penalty: 5193.791992
	Iteration 22Q: 3 clusters Score -5001374 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5001410.500000 Penalty: 5193.791992
	Iteration 23Q: 3 clusters Score -5001410 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -5001442.000000 Penalty: 5193.791992
	Iteration 24Q: 3 clusters Score -5001442 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5001476.500000 Penalty: 5193.791992
	Iteration 25Q: 3 clusters Score -5001476 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5001507.000000 Penalty: 5193.791992
	Iteration 26Q: 3 clusters Score -5001507 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5001535.000000 Penalty: 5193.791992
	Iteration 27Q: 3 clusters Score -5001535 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5001555.000000 Penalty: 5193.791992
	Iteration 28Q: 3 clusters Score -5001555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5001562.000000 Penalty: 5193.791992
	Iteration 29Q: 3 clusters Score -5001562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -5001569.000000 Penalty: 5193.791992
	Iteration 30Q: 3 clusters Score -5001569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5001577.000000 Penalty: 5193.791992
	Iteration 31Q: 3 clusters Score -5001577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -5001580.000000 Penalty: 5193.791992
	Iteration 32Q: 3 clusters Score -5001580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5001591.000000 Penalty: 5193.791992
	Iteration 33Q: 3 clusters Score -5001591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -5001600.500000 Penalty: 5193.791992
	Iteration 34Q: 3 clusters Score -5001600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -5001608.500000 Penalty: 5193.791992
	Iteration 35Q: 3 clusters Score -5001608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5001615.500000 Penalty: 5193.791992
	Iteration 36Q: 3 clusters Score -5001616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5001608.500000 Penalty: 5193.791992
	Iteration 37Q: 3 clusters Score -5001608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5001614.000000 Penalty: 5193.791992
	Iteration 38Q: 3 clusters Score -5001614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5001614.000000 Penalty: 5193.791992
	Iteration 39Q: 3 clusters Score -5001614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5001617.500000 Penalty: 5193.791992
	Iteration 40F: 3 clusters Score -5001618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5001619.000000 Penalty: 5193.791992
	Iteration 41Q: 3 clusters Score -5001619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5001620.500000 Penalty: 5193.791992
	Iteration 42Q: 3 clusters Score -5001620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5001616.000000 Penalty: 5193.791992
	Iteration 43Q: 3 clusters Score -5001616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5001626.000000 Penalty: 5193.791992
	Iteration 44Q: 3 clusters Score -5001626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5001628.000000 Penalty: 5193.791992
	Iteration 45Q: 3 clusters Score -5001628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5001626.500000 Penalty: 5193.791992
	Iteration 46Q: 3 clusters Score -5001626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5001629.500000 Penalty: 5193.791992
	Iteration 47Q: 3 clusters Score -5001630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5001634.500000 Penalty: 5193.791992
	Iteration 48Q: 3 clusters Score -5001634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5001632.000000 Penalty: 5193.791992
	Iteration 49Q: 3 clusters Score -5001632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5001635.500000 Penalty: 5193.791992
	Iteration 50Q: 3 clusters Score -5001636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5001631.500000 Penalty: 5193.791992
	Iteration 51Q: 3 clusters Score -5001632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5001637.500000 Penalty: 5193.791992
	Iteration 52Q: 3 clusters Score -5001638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34709 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5001634.500000 Penalty: 5193.791992
	Iteration 53Q: 3 clusters Score -5001634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5001633.500000 Penalty: 5193.791992
	Iteration 54Q: 3 clusters Score -5001634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5001634.500000 Penalty: 5193.791992
	Iteration 55Q: 3 clusters Score -5001634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5001635.500000 Penalty: 5193.791992
	Iteration 56Q: 3 clusters Score -5001636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5001635.500000 Penalty: 5193.791992
	Iteration 57F: 3 clusters Score -5001636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Entering Unmasked Estep 
Score: -14274.973633 Penalty: 1235.934448
	Iteration 0F: 2 clusters Score -14274.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13380.078125 Penalty: 2471.868896
	Iteration 0F: 3 clusters Score -13380.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -13438.129883 Penalty: 2471.868896
	Iteration 1F: 3 clusters Score -13438.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -13448.755859 Penalty: 2471.868896
	Iteration 2Q: 3 clusters Score -13448.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -13448.755859 Penalty: 2471.868896
	Iteration 3F: 3 clusters Score -13448.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (83545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83545 members 
Entering Unmasked Estep 
Score: -11860282.000000 Penalty: 2810.618896
	Iteration 0F: 2 clusters Score -1.186028e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 41771 members 
Entering Unmasked Estep 
Score: -11804343.000000 Penalty: 5621.237793
	Iteration 0F: 3 clusters Score -1.180434e+07 nChanged 39512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42098 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
Score: -11826841.000000 Penalty: 5621.237793
	Iteration 1F: 3 clusters Score -1.182684e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42455 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -11827762.000000 Penalty: 5621.237793
	Iteration 2Q: 3 clusters Score -1.182776e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43090 members 
Mstep: Class 2 contains 40455 members 
Entering Unmasked Estep 
Score: -11828926.000000 Penalty: 5621.237793
	Iteration 3Q: 3 clusters Score -1.182893e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
Score: -11830692.000000 Penalty: 5621.237793
	Iteration 4Q: 3 clusters Score -1.183069e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45363 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -11833545.000000 Penalty: 5621.237793
	Iteration 5F: 3 clusters Score -1.183354e+07 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -11837847.000000 Penalty: 5621.237793
	Iteration 6F: 3 clusters Score -1.183785e+07 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48878 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -11843061.000000 Penalty: 5621.237793
	Iteration 7F: 3 clusters Score -1.184306e+07 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50210 members 
Mstep: Class 2 contains 33335 members 
Entering Unmasked Estep 
Score: -11847415.000000 Penalty: 5621.237793
	Iteration 8F: 3 clusters Score -1.184742e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51024 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -11849465.000000 Penalty: 5621.237793
	Iteration 9F: 3 clusters Score -1.184946e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51702 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -11850175.000000 Penalty: 5621.237793
	Iteration 10Q: 3 clusters Score -1.185018e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52398 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -11850541.000000 Penalty: 5621.237793
	Iteration 11Q: 3 clusters Score -1.185054e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53122 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -11850712.000000 Penalty: 5621.237793
	Iteration 12Q: 3 clusters Score -1.185071e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53898 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -11850945.000000 Penalty: 5621.237793
	Iteration 13Q: 3 clusters Score -1.185094e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54664 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -11851164.000000 Penalty: 5621.237793
	Iteration 14Q: 3 clusters Score -1.185116e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55416 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -11851342.000000 Penalty: 5621.237793
	Iteration 15Q: 3 clusters Score -1.185134e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56227 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -11851567.000000 Penalty: 5621.237793
	Iteration 16Q: 3 clusters Score -1.185157e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57048 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -11851835.000000 Penalty: 5621.237793
	Iteration 17Q: 3 clusters Score -1.185184e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57843 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -11851964.000000 Penalty: 5621.237793
	Iteration 18Q: 3 clusters Score -1.185196e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58653 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -11852208.000000 Penalty: 5621.237793
	Iteration 19Q: 3 clusters Score -1.185221e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59427 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -11852421.000000 Penalty: 5621.237793
	Iteration 20F: 3 clusters Score -1.185242e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60233 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -11852571.000000 Penalty: 5621.237793
	Iteration 21Q: 3 clusters Score -1.185257e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61052 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -11852766.000000 Penalty: 5621.237793
	Iteration 22Q: 3 clusters Score -1.185277e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61876 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -11852963.000000 Penalty: 5621.237793
	Iteration 23Q: 3 clusters Score -1.185296e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62731 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -11853106.000000 Penalty: 5621.237793
	Iteration 24Q: 3 clusters Score -1.185311e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63566 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -11853289.000000 Penalty: 5621.237793
	Iteration 25Q: 3 clusters Score -1.185329e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64377 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -11853482.000000 Penalty: 5621.237793
	Iteration 26Q: 3 clusters Score -1.185348e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65159 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -11853751.000000 Penalty: 5621.237793
	Iteration 27Q: 3 clusters Score -1.185375e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65962 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -11854047.000000 Penalty: 5621.237793
	Iteration 28Q: 3 clusters Score -1.185405e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66767 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -11854345.000000 Penalty: 5621.237793
	Iteration 29Q: 3 clusters Score -1.185434e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67580 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -11854627.000000 Penalty: 5621.237793
	Iteration 30Q: 3 clusters Score -1.185463e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68360 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -11854867.000000 Penalty: 5621.237793
	Iteration 31Q: 3 clusters Score -1.185487e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69071 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -11855177.000000 Penalty: 5621.237793
	Iteration 32Q: 3 clusters Score -1.185518e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69748 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -11855451.000000 Penalty: 5621.237793
	Iteration 33Q: 3 clusters Score -1.185545e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70449 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -11855859.000000 Penalty: 5621.237793
	Iteration 34Q: 3 clusters Score -1.185586e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71108 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -11856249.000000 Penalty: 5621.237793
	Iteration 35Q: 3 clusters Score -1.185625e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71728 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -11856594.000000 Penalty: 5621.237793
	Iteration 36Q: 3 clusters Score -1.185659e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72284 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -11856849.000000 Penalty: 5621.237793
	Iteration 37Q: 3 clusters Score -1.185685e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72788 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -11857163.000000 Penalty: 5621.237793
	Iteration 38Q: 3 clusters Score -1.185716e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73205 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -11857349.000000 Penalty: 5621.237793
	Iteration 39Q: 3 clusters Score -1.185735e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73552 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -11857520.000000 Penalty: 5621.237793
	Iteration 40F: 3 clusters Score -1.185752e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73897 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -11857660.000000 Penalty: 5621.237793
	Iteration 41Q: 3 clusters Score -1.185766e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74185 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -11857730.000000 Penalty: 5621.237793
	Iteration 42Q: 3 clusters Score -1.185773e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74428 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -11857787.000000 Penalty: 5621.237793
	Iteration 43Q: 3 clusters Score -1.185779e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74647 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -11857859.000000 Penalty: 5621.237793
	Iteration 44Q: 3 clusters Score -1.185786e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74823 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -11857876.000000 Penalty: 5621.237793
	Iteration 45Q: 3 clusters Score -1.185788e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74973 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -11857917.000000 Penalty: 5621.237793
	Iteration 46Q: 3 clusters Score -1.185792e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75103 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -11857946.000000 Penalty: 5621.237793
	Iteration 47Q: 3 clusters Score -1.185795e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75204 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -11857961.000000 Penalty: 5621.237793
	Iteration 48Q: 3 clusters Score -1.185796e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75290 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -11857967.000000 Penalty: 5621.237793
	Iteration 49Q: 3 clusters Score -1.185797e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75371 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -11857965.000000 Penalty: 5621.237793
	Iteration 50Q: 3 clusters Score -1.185796e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75448 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -11857967.000000 Penalty: 5621.237793
	Iteration 51Q: 3 clusters Score -1.185797e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75508 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -11857975.000000 Penalty: 5621.237793
	Iteration 52Q: 3 clusters Score -1.185798e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75571 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -11857996.000000 Penalty: 5621.237793
	Iteration 53Q: 3 clusters Score -1.1858e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75632 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -11858002.000000 Penalty: 5621.237793
	Iteration 54Q: 3 clusters Score -1.1858e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75679 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -11858009.000000 Penalty: 5621.237793
	Iteration 55Q: 3 clusters Score -1.185801e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75716 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -11858023.000000 Penalty: 5621.237793
	Iteration 56Q: 3 clusters Score -1.185802e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75751 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -11858024.000000 Penalty: 5621.237793
	Iteration 57Q: 3 clusters Score -1.185802e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75792 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -11858022.000000 Penalty: 5621.237793
	Iteration 58Q: 3 clusters Score -1.185802e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75829 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -11858025.000000 Penalty: 5621.237793
	Iteration 59Q: 3 clusters Score -1.185802e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75869 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -11858040.000000 Penalty: 5621.237793
	Iteration 60F: 3 clusters Score -1.185804e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75900 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -11858034.000000 Penalty: 5621.237793
	Iteration 61Q: 3 clusters Score -1.185803e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75921 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -11858029.000000 Penalty: 5621.237793
	Iteration 62Q: 3 clusters Score -1.185803e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75939 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -11858042.000000 Penalty: 5621.237793
	Iteration 63Q: 3 clusters Score -1.185804e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75954 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -11858045.000000 Penalty: 5621.237793
	Iteration 64Q: 3 clusters Score -1.185804e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75972 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -11858050.000000 Penalty: 5621.237793
	Iteration 65Q: 3 clusters Score -1.185805e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75980 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -11858050.000000 Penalty: 5621.237793
	Iteration 66Q: 3 clusters Score -1.185805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75984 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -11858049.000000 Penalty: 5621.237793
	Iteration 67Q: 3 clusters Score -1.185805e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75990 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -11858055.000000 Penalty: 5621.237793
	Iteration 68Q: 3 clusters Score -1.185806e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75999 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -11858046.000000 Penalty: 5621.237793
	Iteration 69Q: 3 clusters Score -1.185805e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76004 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -11858046.000000 Penalty: 5621.237793
	Iteration 70Q: 3 clusters Score -1.185805e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76011 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -11858046.000000 Penalty: 5621.237793
	Iteration 71Q: 3 clusters Score -1.185805e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76019 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -11858059.000000 Penalty: 5621.237793
	Iteration 72Q: 3 clusters Score -1.185806e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76025 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -11858047.000000 Penalty: 5621.237793
	Iteration 73Q: 3 clusters Score -1.185805e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76030 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -11858044.000000 Penalty: 5621.237793
	Iteration 74Q: 3 clusters Score -1.185804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76039 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -11858038.000000 Penalty: 5621.237793
	Iteration 75Q: 3 clusters Score -1.185804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76048 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -11858050.000000 Penalty: 5621.237793
	Iteration 76Q: 3 clusters Score -1.185805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76052 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -11858057.000000 Penalty: 5621.237793
	Iteration 77Q: 3 clusters Score -1.185806e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76061 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -11858051.000000 Penalty: 5621.237793
	Iteration 78Q: 3 clusters Score -1.185805e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76068 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -11858053.000000 Penalty: 5621.237793
	Iteration 79Q: 3 clusters Score -1.185805e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76075 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -11858051.000000 Penalty: 5621.237793
	Iteration 80F: 3 clusters Score -1.185805e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76082 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -11858063.000000 Penalty: 5621.237793
	Iteration 81Q: 3 clusters Score -1.185806e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76091 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -11858077.000000 Penalty: 5621.237793
	Iteration 82Q: 3 clusters Score -1.185808e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76105 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -11858074.000000 Penalty: 5621.237793
	Iteration 83Q: 3 clusters Score -1.185807e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76117 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -11858059.000000 Penalty: 5621.237793
	Iteration 84Q: 3 clusters Score -1.185806e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76126 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -11858049.000000 Penalty: 5621.237793
	Iteration 85Q: 3 clusters Score -1.185805e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76137 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -11858057.000000 Penalty: 5621.237793
	Iteration 86Q: 3 clusters Score -1.185806e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76145 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -11858056.000000 Penalty: 5621.237793
	Iteration 87Q: 3 clusters Score -1.185806e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76153 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -11858063.000000 Penalty: 5621.237793
	Iteration 88Q: 3 clusters Score -1.185806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76157 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -11858065.000000 Penalty: 5621.237793
	Iteration 89Q: 3 clusters Score -1.185806e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76164 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -11858062.000000 Penalty: 5621.237793
	Iteration 90Q: 3 clusters Score -1.185806e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76179 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -11858055.000000 Penalty: 5621.237793
	Iteration 91Q: 3 clusters Score -1.185806e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76186 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -11858058.000000 Penalty: 5621.237793
	Iteration 92Q: 3 clusters Score -1.185806e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76193 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -11858063.000000 Penalty: 5621.237793
	Iteration 93Q: 3 clusters Score -1.185806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76197 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -11858052.000000 Penalty: 5621.237793
	Iteration 94Q: 3 clusters Score -1.185805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76199 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -11858056.000000 Penalty: 5621.237793
	Iteration 95Q: 3 clusters Score -1.185806e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76201 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -11858053.000000 Penalty: 5621.237793
	Iteration 96Q: 3 clusters Score -1.185805e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76201 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -11858053.000000 Penalty: 5621.237793
	Iteration 97F: 3 clusters Score -1.185805e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (27165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Entering Unmasked Estep 
Score: -3864428.500000 Penalty: 2532.001709
	Iteration 0F: 2 clusters Score -3864428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -3845710.000000 Penalty: 5064.003418
	Iteration 0F: 3 clusters Score -3845710 nChanged 12124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -3852231.000000 Penalty: 5064.003418
	Iteration 1F: 3 clusters Score -3852231 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -3852741.000000 Penalty: 5064.003418
	Iteration 2F: 3 clusters Score -3852741 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -3853256.750000 Penalty: 5064.003418
	Iteration 3Q: 3 clusters Score -3853257 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -3853683.750000 Penalty: 5064.003418
	Iteration 4Q: 3 clusters Score -3853684 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -3854117.500000 Penalty: 5064.003418
	Iteration 5Q: 3 clusters Score -3854118 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -3854517.750000 Penalty: 5064.003418
	Iteration 6Q: 3 clusters Score -3854518 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -3854999.750000 Penalty: 5064.003418
	Iteration 7Q: 3 clusters Score -3855000 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -3855641.000000 Penalty: 5064.003418
	Iteration 8Q: 3 clusters Score -3855641 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -3856498.750000 Penalty: 5064.003418
	Iteration 9Q: 3 clusters Score -3856499 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -3857517.750000 Penalty: 5064.003418
	Iteration 10F: 3 clusters Score -3857518 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -3858364.750000 Penalty: 5064.003418
	Iteration 11F: 3 clusters Score -3858365 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -3858994.000000 Penalty: 5064.003418
	Iteration 12Q: 3 clusters Score -3858994 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -3859286.250000 Penalty: 5064.003418
	Iteration 13Q: 3 clusters Score -3859286 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -3859411.000000 Penalty: 5064.003418
	Iteration 14Q: 3 clusters Score -3859411 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -3859498.500000 Penalty: 5064.003418
	Iteration 15Q: 3 clusters Score -3859498 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -3859580.750000 Penalty: 5064.003418
	Iteration 16Q: 3 clusters Score -3859581 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -3859660.250000 Penalty: 5064.003418
	Iteration 17Q: 3 clusters Score -3859660 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -3859716.250000 Penalty: 5064.003418
	Iteration 18Q: 3 clusters Score -3859716 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -3859785.000000 Penalty: 5064.003418
	Iteration 19Q: 3 clusters Score -3859785 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -3859835.500000 Penalty: 5064.003418
	Iteration 20F: 3 clusters Score -3859836 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -3859907.000000 Penalty: 5064.003418
	Iteration 21Q: 3 clusters Score -3859907 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -3859980.250000 Penalty: 5064.003418
	Iteration 22Q: 3 clusters Score -3859980 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -3860037.500000 Penalty: 5064.003418
	Iteration 23Q: 3 clusters Score -3860038 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -3860085.750000 Penalty: 5064.003418
	Iteration 24Q: 3 clusters Score -3860086 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -3860129.250000 Penalty: 5064.003418
	Iteration 25Q: 3 clusters Score -3860129 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -3860174.750000 Penalty: 5064.003418
	Iteration 26Q: 3 clusters Score -3860175 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -3860221.250000 Penalty: 5064.003418
	Iteration 27Q: 3 clusters Score -3860221 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -3860269.250000 Penalty: 5064.003418
	Iteration 28Q: 3 clusters Score -3860269 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -3860303.250000 Penalty: 5064.003418
	Iteration 29Q: 3 clusters Score -3860303 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -3860337.250000 Penalty: 5064.003418
	Iteration 30Q: 3 clusters Score -3860337 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -3860356.250000 Penalty: 5064.003418
	Iteration 31Q: 3 clusters Score -3860356 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -3860389.250000 Penalty: 5064.003418
	Iteration 32Q: 3 clusters Score -3860389 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -3860413.250000 Penalty: 5064.003418
	Iteration 33Q: 3 clusters Score -3860413 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -3860444.500000 Penalty: 5064.003418
	Iteration 34Q: 3 clusters Score -3860444 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -3860476.000000 Penalty: 5064.003418
	Iteration 35Q: 3 clusters Score -3860476 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -3860512.250000 Penalty: 5064.003418
	Iteration 36Q: 3 clusters Score -3860512 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -3860531.250000 Penalty: 5064.003418
	Iteration 37Q: 3 clusters Score -3860531 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -3860553.500000 Penalty: 5064.003418
	Iteration 38Q: 3 clusters Score -3860554 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -3860574.750000 Penalty: 5064.003418
	Iteration 39Q: 3 clusters Score -3860575 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -3860611.500000 Penalty: 5064.003418
	Iteration 40F: 3 clusters Score -3860612 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -3860649.000000 Penalty: 5064.003418
	Iteration 41Q: 3 clusters Score -3860649 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -3860683.750000 Penalty: 5064.003418
	Iteration 42Q: 3 clusters Score -3860684 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -3860735.000000 Penalty: 5064.003418
	Iteration 43Q: 3 clusters Score -3860735 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -3860777.000000 Penalty: 5064.003418
	Iteration 44Q: 3 clusters Score -3860777 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -3860827.250000 Penalty: 5064.003418
	Iteration 45Q: 3 clusters Score -3860827 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -3860860.500000 Penalty: 5064.003418
	Iteration 46Q: 3 clusters Score -3860860 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -3860879.250000 Penalty: 5064.003418
	Iteration 47Q: 3 clusters Score -3860879 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -3860914.250000 Penalty: 5064.003418
	Iteration 48Q: 3 clusters Score -3860914 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -3860926.250000 Penalty: 5064.003418
	Iteration 49Q: 3 clusters Score -3860926 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -3860968.750000 Penalty: 5064.003418
	Iteration 50Q: 3 clusters Score -3860969 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -3860991.500000 Penalty: 5064.003418
	Iteration 51Q: 3 clusters Score -3860992 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -3861037.000000 Penalty: 5064.003418
	Iteration 52Q: 3 clusters Score -3861037 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -3861069.750000 Penalty: 5064.003418
	Iteration 53Q: 3 clusters Score -3861070 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -3861110.000000 Penalty: 5064.003418
	Iteration 54Q: 3 clusters Score -3861110 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -3861153.000000 Penalty: 5064.003418
	Iteration 55Q: 3 clusters Score -3861153 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -3861191.000000 Penalty: 5064.003418
	Iteration 56Q: 3 clusters Score -3861191 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -3861217.750000 Penalty: 5064.003418
	Iteration 57Q: 3 clusters Score -3861218 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -3861260.000000 Penalty: 5064.003418
	Iteration 58Q: 3 clusters Score -3861260 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -3861295.500000 Penalty: 5064.003418
	Iteration 59Q: 3 clusters Score -3861296 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -3861342.250000 Penalty: 5064.003418
	Iteration 60F: 3 clusters Score -3861342 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -3861387.750000 Penalty: 5064.003418
	Iteration 61Q: 3 clusters Score -3861388 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -3861426.750000 Penalty: 5064.003418
	Iteration 62Q: 3 clusters Score -3861427 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -3861471.000000 Penalty: 5064.003418
	Iteration 63Q: 3 clusters Score -3861471 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -3861536.000000 Penalty: 5064.003418
	Iteration 64Q: 3 clusters Score -3861536 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -3861559.500000 Penalty: 5064.003418
	Iteration 65Q: 3 clusters Score -3861560 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -3861596.250000 Penalty: 5064.003418
	Iteration 66Q: 3 clusters Score -3861596 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -3861621.000000 Penalty: 5064.003418
	Iteration 67Q: 3 clusters Score -3861621 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -3861650.250000 Penalty: 5064.003418
	Iteration 68Q: 3 clusters Score -3861650 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -3861667.000000 Penalty: 5064.003418
	Iteration 69Q: 3 clusters Score -3861667 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -3861696.750000 Penalty: 5064.003418
	Iteration 70Q: 3 clusters Score -3861697 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -3861716.250000 Penalty: 5064.003418
	Iteration 71Q: 3 clusters Score -3861716 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -3861736.500000 Penalty: 5064.003418
	Iteration 72Q: 3 clusters Score -3861736 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -3861760.500000 Penalty: 5064.003418
	Iteration 73Q: 3 clusters Score -3861760 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -3861779.000000 Penalty: 5064.003418
	Iteration 74Q: 3 clusters Score -3861779 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -3861801.000000 Penalty: 5064.003418
	Iteration 75Q: 3 clusters Score -3861801 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -3861826.750000 Penalty: 5064.003418
	Iteration 76Q: 3 clusters Score -3861827 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -3861838.250000 Penalty: 5064.003418
	Iteration 77Q: 3 clusters Score -3861838 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -3861858.500000 Penalty: 5064.003418
	Iteration 78Q: 3 clusters Score -3861858 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -3861891.750000 Penalty: 5064.003418
	Iteration 79Q: 3 clusters Score -3861892 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -3861898.000000 Penalty: 5064.003418
	Iteration 80F: 3 clusters Score -3861898 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -3861929.750000 Penalty: 5064.003418
	Iteration 81Q: 3 clusters Score -3861930 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -3861959.250000 Penalty: 5064.003418
	Iteration 82Q: 3 clusters Score -3861959 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -3861973.250000 Penalty: 5064.003418
	Iteration 83Q: 3 clusters Score -3861973 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -3861997.500000 Penalty: 5064.003418
	Iteration 84Q: 3 clusters Score -3861998 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -3861999.500000 Penalty: 5064.003418
	Iteration 85Q: 3 clusters Score -3862000 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -3862020.500000 Penalty: 5064.003418
	Iteration 86Q: 3 clusters Score -3862020 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -3862034.000000 Penalty: 5064.003418
	Iteration 87Q: 3 clusters Score -3862034 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -3862051.750000 Penalty: 5064.003418
	Iteration 88Q: 3 clusters Score -3862052 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -3862060.250000 Penalty: 5064.003418
	Iteration 89Q: 3 clusters Score -3862060 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -3862078.500000 Penalty: 5064.003418
	Iteration 90Q: 3 clusters Score -3862078 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -3862100.000000 Penalty: 5064.003418
	Iteration 91Q: 3 clusters Score -3862100 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -3862118.000000 Penalty: 5064.003418
	Iteration 92Q: 3 clusters Score -3862118 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -3862122.500000 Penalty: 5064.003418
	Iteration 93Q: 3 clusters Score -3862122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -3862128.000000 Penalty: 5064.003418
	Iteration 94Q: 3 clusters Score -3862128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -3862125.250000 Penalty: 5064.003418
	Iteration 95Q: 3 clusters Score -3862125 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -3862127.500000 Penalty: 5064.003418
	Iteration 96Q: 3 clusters Score -3862128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -3862136.750000 Penalty: 5064.003418
	Iteration 97Q: 3 clusters Score -3862137 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -3862142.500000 Penalty: 5064.003418
	Iteration 98Q: 3 clusters Score -3862142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -3862141.250000 Penalty: 5064.003418
	Iteration 99Q: 3 clusters Score -3862141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -3862148.250000 Penalty: 5064.003418
	Iteration 100F: 3 clusters Score -3862148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -3862160.000000 Penalty: 5064.003418
	Iteration 101Q: 3 clusters Score -3862160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -3862163.250000 Penalty: 5064.003418
	Iteration 102Q: 3 clusters Score -3862163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -3862164.250000 Penalty: 5064.003418
	Iteration 103Q: 3 clusters Score -3862164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -3862163.000000 Penalty: 5064.003418
	Iteration 104Q: 3 clusters Score -3862163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -3862167.500000 Penalty: 5064.003418
	Iteration 105Q: 3 clusters Score -3862168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -3862170.250000 Penalty: 5064.003418
	Iteration 106Q: 3 clusters Score -3862170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -3862169.750000 Penalty: 5064.003418
	Iteration 107Q: 3 clusters Score -3862170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -3862177.250000 Penalty: 5064.003418
	Iteration 108Q: 3 clusters Score -3862177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -3862185.250000 Penalty: 5064.003418
	Iteration 109Q: 3 clusters Score -3862185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -3862188.000000 Penalty: 5064.003418
	Iteration 110Q: 3 clusters Score -3862188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -3862190.000000 Penalty: 5064.003418
	Iteration 111Q: 3 clusters Score -3862190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -3862194.750000 Penalty: 5064.003418
	Iteration 112Q: 3 clusters Score -3862195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -3862195.000000 Penalty: 5064.003418
	Iteration 113Q: 3 clusters Score -3862195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -3862195.000000 Penalty: 5064.003418
	Iteration 114Q: 3 clusters Score -3862195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -3862204.750000 Penalty: 5064.003418
	Iteration 115Q: 3 clusters Score -3862205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -3862195.750000 Penalty: 5064.003418
	Iteration 116Q: 3 clusters Score -3862196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -3862200.750000 Penalty: 5064.003418
	Iteration 117Q: 3 clusters Score -3862201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -3862200.000000 Penalty: 5064.003418
	Iteration 118Q: 3 clusters Score -3862200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -3862204.500000 Penalty: 5064.003418
	Iteration 119Q: 3 clusters Score -3862204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -3862198.250000 Penalty: 5064.003418
	Iteration 120F: 3 clusters Score -3862198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (163912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163912 members 
Entering Unmasked Estep 
Score: -22882132.000000 Penalty: 2977.757080
	Iteration 0F: 2 clusters Score -2.288213e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81713 members 
Mstep: Class 2 contains 82199 members 
Entering Unmasked Estep 
Score: -22774974.000000 Penalty: 5955.514160
	Iteration 0F: 3 clusters Score -2.277497e+07 nChanged 78618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79621 members 
Mstep: Class 2 contains 84291 members 
Entering Unmasked Estep 
Score: -22820834.000000 Penalty: 5955.514160
	Iteration 1F: 3 clusters Score -2.282083e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78072 members 
Mstep: Class 2 contains 85840 members 
Entering Unmasked Estep 
Score: -22821750.000000 Penalty: 5955.514160
	Iteration 2Q: 3 clusters Score -2.282175e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75624 members 
Mstep: Class 2 contains 88288 members 
Entering Unmasked Estep 
Score: -22823202.000000 Penalty: 5955.514160
	Iteration 3Q: 3 clusters Score -2.28232e+07 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71666 members 
Mstep: Class 2 contains 92246 members 
Entering Unmasked Estep 
Score: -22825466.000000 Penalty: 5955.514160
	Iteration 4Q: 3 clusters Score -2.282547e+07 nChanged 8498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65550 members 
Mstep: Class 2 contains 98362 members 
Entering Unmasked Estep 
Score: -22829628.000000 Penalty: 5955.514160
	Iteration 5F: 3 clusters Score -2.282963e+07 nChanged 11003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56777 members 
Mstep: Class 2 contains 107135 members 
Entering Unmasked Estep 
Score: -22836576.000000 Penalty: 5955.514160
	Iteration 6F: 3 clusters Score -2.283658e+07 nChanged 13251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 118410 members 
Entering Unmasked Estep 
Score: -22847372.000000 Penalty: 5955.514160
	Iteration 7F: 3 clusters Score -2.284737e+07 nChanged 13008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 129656 members 
Entering Unmasked Estep 
Score: -22860004.000000 Penalty: 5955.514160
	Iteration 8F: 3 clusters Score -2.286e+07 nChanged 9932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 137528 members 
Entering Unmasked Estep 
Score: -22871028.000000 Penalty: 5955.514160
	Iteration 9F: 3 clusters Score -2.287103e+07 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 141148 members 
Entering Unmasked Estep 
Score: -22876790.000000 Penalty: 5955.514160
	Iteration 10Q: 3 clusters Score -2.287679e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 143115 members 
Entering Unmasked Estep 
Score: -22878658.000000 Penalty: 5955.514160
	Iteration 11Q: 3 clusters Score -2.287866e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 144662 members 
Entering Unmasked Estep 
Score: -22879488.000000 Penalty: 5955.514160
	Iteration 12Q: 3 clusters Score -2.287949e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 145978 members 
Entering Unmasked Estep 
Score: -22879888.000000 Penalty: 5955.514160
	Iteration 13Q: 3 clusters Score -2.287989e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 147178 members 
Entering Unmasked Estep 
Score: -22880250.000000 Penalty: 5955.514160
	Iteration 14Q: 3 clusters Score -2.288025e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 148272 members 
Entering Unmasked Estep 
Score: -22880654.000000 Penalty: 5955.514160
	Iteration 15Q: 3 clusters Score -2.288065e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 149302 members 
Entering Unmasked Estep 
Score: -22880878.000000 Penalty: 5955.514160
	Iteration 16Q: 3 clusters Score -2.288088e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 150175 members 
Entering Unmasked Estep 
Score: -22881010.000000 Penalty: 5955.514160
	Iteration 17Q: 3 clusters Score -2.288101e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 150978 members 
Entering Unmasked Estep 
Score: -22881160.000000 Penalty: 5955.514160
	Iteration 18Q: 3 clusters Score -2.288116e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 151700 members 
Entering Unmasked Estep 
Score: -22881340.000000 Penalty: 5955.514160
	Iteration 19Q: 3 clusters Score -2.288134e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 152348 members 
Entering Unmasked Estep 
Score: -22881496.000000 Penalty: 5955.514160
	Iteration 20F: 3 clusters Score -2.28815e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 152918 members 
Entering Unmasked Estep 
Score: -22881540.000000 Penalty: 5955.514160
	Iteration 21Q: 3 clusters Score -2.288154e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 153413 members 
Entering Unmasked Estep 
Score: -22881636.000000 Penalty: 5955.514160
	Iteration 22Q: 3 clusters Score -2.288164e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 153850 members 
Entering Unmasked Estep 
Score: -22881684.000000 Penalty: 5955.514160
	Iteration 23Q: 3 clusters Score -2.288168e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 154276 members 
Entering Unmasked Estep 
Score: -22881654.000000 Penalty: 5955.514160
	Iteration 24Q: 3 clusters Score -2.288165e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 154661 members 
Entering Unmasked Estep 
Score: -22881686.000000 Penalty: 5955.514160
	Iteration 25Q: 3 clusters Score -2.288169e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 154959 members 
Entering Unmasked Estep 
Score: -22881748.000000 Penalty: 5955.514160
	Iteration 26Q: 3 clusters Score -2.288175e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 155250 members 
Entering Unmasked Estep 
Score: -22881780.000000 Penalty: 5955.514160
	Iteration 27Q: 3 clusters Score -2.288178e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 155537 members 
Entering Unmasked Estep 
Score: -22881860.000000 Penalty: 5955.514160
	Iteration 28Q: 3 clusters Score -2.288186e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 155827 members 
Entering Unmasked Estep 
Score: -22881840.000000 Penalty: 5955.514160
	Iteration 29Q: 3 clusters Score -2.288184e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 156105 members 
Entering Unmasked Estep 
Score: -22881816.000000 Penalty: 5955.514160
	Iteration 30Q: 3 clusters Score -2.288182e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 156366 members 
Entering Unmasked Estep 
Score: -22881790.000000 Penalty: 5955.514160
	Iteration 31Q: 3 clusters Score -2.288179e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 156604 members 
Entering Unmasked Estep 
Score: -22881824.000000 Penalty: 5955.514160
	Iteration 32Q: 3 clusters Score -2.288182e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 156799 members 
Entering Unmasked Estep 
Score: -22881826.000000 Penalty: 5955.514160
	Iteration 33Q: 3 clusters Score -2.288183e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 156978 members 
Entering Unmasked Estep 
Score: -22881828.000000 Penalty: 5955.514160
	Iteration 34Q: 3 clusters Score -2.288183e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 157158 members 
Entering Unmasked Estep 
Score: -22881798.000000 Penalty: 5955.514160
	Iteration 35Q: 3 clusters Score -2.28818e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 157341 members 
Entering Unmasked Estep 
Score: -22881830.000000 Penalty: 5955.514160
	Iteration 36Q: 3 clusters Score -2.288183e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 157517 members 
Entering Unmasked Estep 
Score: -22881804.000000 Penalty: 5955.514160
	Iteration 37Q: 3 clusters Score -2.28818e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 157658 members 
Entering Unmasked Estep 
Score: -22881774.000000 Penalty: 5955.514160
	Iteration 38Q: 3 clusters Score -2.288177e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 157791 members 
Entering Unmasked Estep 
Score: -22881780.000000 Penalty: 5955.514160
	Iteration 39Q: 3 clusters Score -2.288178e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 157926 members 
Entering Unmasked Estep 
Score: -22881752.000000 Penalty: 5955.514160
	Iteration 40F: 3 clusters Score -2.288175e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 158038 members 
Entering Unmasked Estep 
Score: -22881746.000000 Penalty: 5955.514160
	Iteration 41Q: 3 clusters Score -2.288175e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 158129 members 
Entering Unmasked Estep 
Score: -22881694.000000 Penalty: 5955.514160
	Iteration 42Q: 3 clusters Score -2.288169e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 158216 members 
Entering Unmasked Estep 
Score: -22881672.000000 Penalty: 5955.514160
	Iteration 43Q: 3 clusters Score -2.288167e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 158302 members 
Entering Unmasked Estep 
Score: -22881646.000000 Penalty: 5955.514160
	Iteration 44Q: 3 clusters Score -2.288165e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 158379 members 
Entering Unmasked Estep 
Score: -22881642.000000 Penalty: 5955.514160
	Iteration 45Q: 3 clusters Score -2.288164e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 158454 members 
Entering Unmasked Estep 
Score: -22881620.000000 Penalty: 5955.514160
	Iteration 46Q: 3 clusters Score -2.288162e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 158515 members 
Entering Unmasked Estep 
Score: -22881610.000000 Penalty: 5955.514160
	Iteration 47Q: 3 clusters Score -2.288161e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 158567 members 
Entering Unmasked Estep 
Score: -22881608.000000 Penalty: 5955.514160
	Iteration 48Q: 3 clusters Score -2.288161e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 158625 members 
Entering Unmasked Estep 
Score: -22881610.000000 Penalty: 5955.514160
	Iteration 49Q: 3 clusters Score -2.288161e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 158681 members 
Entering Unmasked Estep 
Score: -22881620.000000 Penalty: 5955.514160
	Iteration 50Q: 3 clusters Score -2.288162e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 158732 members 
Entering Unmasked Estep 
Score: -22881604.000000 Penalty: 5955.514160
	Iteration 51Q: 3 clusters Score -2.28816e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 158781 members 
Entering Unmasked Estep 
Score: -22881586.000000 Penalty: 5955.514160
	Iteration 52Q: 3 clusters Score -2.288159e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 158834 members 
Entering Unmasked Estep 
Score: -22881592.000000 Penalty: 5955.514160
	Iteration 53Q: 3 clusters Score -2.288159e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 158883 members 
Entering Unmasked Estep 
Score: -22881578.000000 Penalty: 5955.514160
	Iteration 54Q: 3 clusters Score -2.288158e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 158934 members 
Entering Unmasked Estep 
Score: -22881590.000000 Penalty: 5955.514160
	Iteration 55Q: 3 clusters Score -2.288159e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 158976 members 
Entering Unmasked Estep 
Score: -22881572.000000 Penalty: 5955.514160
	Iteration 56Q: 3 clusters Score -2.288157e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 159016 members 
Entering Unmasked Estep 
Score: -22881558.000000 Penalty: 5955.514160
	Iteration 57Q: 3 clusters Score -2.288156e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 159051 members 
Entering Unmasked Estep 
Score: -22881554.000000 Penalty: 5955.514160
	Iteration 58Q: 3 clusters Score -2.288155e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 159086 members 
Entering Unmasked Estep 
Score: -22881566.000000 Penalty: 5955.514160
	Iteration 59Q: 3 clusters Score -2.288157e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 159115 members 
Entering Unmasked Estep 
Score: -22881542.000000 Penalty: 5955.514160
	Iteration 60F: 3 clusters Score -2.288154e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 159142 members 
Entering Unmasked Estep 
Score: -22881552.000000 Penalty: 5955.514160
	Iteration 61Q: 3 clusters Score -2.288155e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 159173 members 
Entering Unmasked Estep 
Score: -22881516.000000 Penalty: 5955.514160
	Iteration 62Q: 3 clusters Score -2.288152e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 159204 members 
Entering Unmasked Estep 
Score: -22881504.000000 Penalty: 5955.514160
	Iteration 63Q: 3 clusters Score -2.28815e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 159234 members 
Entering Unmasked Estep 
Score: -22881512.000000 Penalty: 5955.514160
	Iteration 64Q: 3 clusters Score -2.288151e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 159276 members 
Entering Unmasked Estep 
Score: -22881498.000000 Penalty: 5955.514160
	Iteration 65Q: 3 clusters Score -2.28815e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 159316 members 
Entering Unmasked Estep 
Score: -22881476.000000 Penalty: 5955.514160
	Iteration 66Q: 3 clusters Score -2.288148e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 159357 members 
Entering Unmasked Estep 
Score: -22881440.000000 Penalty: 5955.514160
	Iteration 67Q: 3 clusters Score -2.288144e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 159394 members 
Entering Unmasked Estep 
Score: -22881464.000000 Penalty: 5955.514160
	Iteration 68Q: 3 clusters Score -2.288146e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 159426 members 
Entering Unmasked Estep 
Score: -22881448.000000 Penalty: 5955.514160
	Iteration 69Q: 3 clusters Score -2.288145e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 159448 members 
Entering Unmasked Estep 
Score: -22881466.000000 Penalty: 5955.514160
	Iteration 70Q: 3 clusters Score -2.288147e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 159474 members 
Entering Unmasked Estep 
Score: -22881462.000000 Penalty: 5955.514160
	Iteration 71Q: 3 clusters Score -2.288146e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 159505 members 
Entering Unmasked Estep 
Score: -22881434.000000 Penalty: 5955.514160
	Iteration 72Q: 3 clusters Score -2.288143e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 159526 members 
Entering Unmasked Estep 
Score: -22881434.000000 Penalty: 5955.514160
	Iteration 73Q: 3 clusters Score -2.288143e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 159546 members 
Entering Unmasked Estep 
Score: -22881412.000000 Penalty: 5955.514160
	Iteration 74Q: 3 clusters Score -2.288141e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 159570 members 
Entering Unmasked Estep 
Score: -22881420.000000 Penalty: 5955.514160
	Iteration 75Q: 3 clusters Score -2.288142e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 159592 members 
Entering Unmasked Estep 
Score: -22881422.000000 Penalty: 5955.514160
	Iteration 76Q: 3 clusters Score -2.288142e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 159609 members 
Entering Unmasked Estep 
Score: -22881414.000000 Penalty: 5955.514160
	Iteration 77Q: 3 clusters Score -2.288141e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 159630 members 
Entering Unmasked Estep 
Score: -22881424.000000 Penalty: 5955.514160
	Iteration 78Q: 3 clusters Score -2.288142e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 159649 members 
Entering Unmasked Estep 
Score: -22881428.000000 Penalty: 5955.514160
	Iteration 79Q: 3 clusters Score -2.288143e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 159669 members 
Entering Unmasked Estep 
Score: -22881430.000000 Penalty: 5955.514160
	Iteration 80F: 3 clusters Score -2.288143e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 159686 members 
Entering Unmasked Estep 
Score: -22881418.000000 Penalty: 5955.514160
	Iteration 81Q: 3 clusters Score -2.288142e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 159702 members 
Entering Unmasked Estep 
Score: -22881404.000000 Penalty: 5955.514160
	Iteration 82Q: 3 clusters Score -2.28814e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 159719 members 
Entering Unmasked Estep 
Score: -22881384.000000 Penalty: 5955.514160
	Iteration 83Q: 3 clusters Score -2.288138e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 159732 members 
Entering Unmasked Estep 
Score: -22881384.000000 Penalty: 5955.514160
	Iteration 84Q: 3 clusters Score -2.288138e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 159754 members 
Entering Unmasked Estep 
Score: -22881376.000000 Penalty: 5955.514160
	Iteration 85Q: 3 clusters Score -2.288138e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 159779 members 
Entering Unmasked Estep 
Score: -22881398.000000 Penalty: 5955.514160
	Iteration 86Q: 3 clusters Score -2.28814e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 159807 members 
Entering Unmasked Estep 
Score: -22881400.000000 Penalty: 5955.514160
	Iteration 87Q: 3 clusters Score -2.28814e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 159833 members 
Entering Unmasked Estep 
Score: -22881414.000000 Penalty: 5955.514160
	Iteration 88Q: 3 clusters Score -2.288141e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 159857 members 
Entering Unmasked Estep 
Score: -22881408.000000 Penalty: 5955.514160
	Iteration 89Q: 3 clusters Score -2.288141e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 159884 members 
Entering Unmasked Estep 
Score: -22881382.000000 Penalty: 5955.514160
	Iteration 90Q: 3 clusters Score -2.288138e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 159915 members 
Entering Unmasked Estep 
Score: -22881392.000000 Penalty: 5955.514160
	Iteration 91Q: 3 clusters Score -2.288139e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 159927 members 
Entering Unmasked Estep 
Score: -22881406.000000 Penalty: 5955.514160
	Iteration 92Q: 3 clusters Score -2.288141e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 159942 members 
Entering Unmasked Estep 
Score: -22881396.000000 Penalty: 5955.514160
	Iteration 93Q: 3 clusters Score -2.28814e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 159955 members 
Entering Unmasked Estep 
Score: -22881398.000000 Penalty: 5955.514160
	Iteration 94Q: 3 clusters Score -2.28814e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 159967 members 
Entering Unmasked Estep 
Score: -22881410.000000 Penalty: 5955.514160
	Iteration 95Q: 3 clusters Score -2.288141e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 159982 members 
Entering Unmasked Estep 
Score: -22881410.000000 Penalty: 5955.514160
	Iteration 96Q: 3 clusters Score -2.288141e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 159997 members 
Entering Unmasked Estep 
Score: -22881402.000000 Penalty: 5955.514160
	Iteration 97Q: 3 clusters Score -2.28814e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 160012 members 
Entering Unmasked Estep 
Score: -22881380.000000 Penalty: 5955.514160
	Iteration 98Q: 3 clusters Score -2.288138e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 160026 members 
Entering Unmasked Estep 
Score: -22881376.000000 Penalty: 5955.514160
	Iteration 99Q: 3 clusters Score -2.288138e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 160032 members 
Entering Unmasked Estep 
Score: -22881380.000000 Penalty: 5955.514160
	Iteration 100F: 3 clusters Score -2.288138e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 160044 members 
Entering Unmasked Estep 
Score: -22881388.000000 Penalty: 5955.514160
	Iteration 101Q: 3 clusters Score -2.288139e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 160059 members 
Entering Unmasked Estep 
Score: -22881378.000000 Penalty: 5955.514160
	Iteration 102Q: 3 clusters Score -2.288138e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 160077 members 
Entering Unmasked Estep 
Score: -22881368.000000 Penalty: 5955.514160
	Iteration 103Q: 3 clusters Score -2.288137e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 160093 members 
Entering Unmasked Estep 
Score: -22881362.000000 Penalty: 5955.514160
	Iteration 104Q: 3 clusters Score -2.288136e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 160110 members 
Entering Unmasked Estep 
Score: -22881338.000000 Penalty: 5955.514160
	Iteration 105Q: 3 clusters Score -2.288134e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 160122 members 
Entering Unmasked Estep 
Score: -22881350.000000 Penalty: 5955.514160
	Iteration 106Q: 3 clusters Score -2.288135e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 160137 members 
Entering Unmasked Estep 
Score: -22881368.000000 Penalty: 5955.514160
	Iteration 107Q: 3 clusters Score -2.288137e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 160153 members 
Entering Unmasked Estep 
Score: -22881366.000000 Penalty: 5955.514160
	Iteration 108Q: 3 clusters Score -2.288137e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 160161 members 
Entering Unmasked Estep 
Score: -22881364.000000 Penalty: 5955.514160
	Iteration 109Q: 3 clusters Score -2.288136e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 160169 members 
Entering Unmasked Estep 
Score: -22881362.000000 Penalty: 5955.514160
	Iteration 110Q: 3 clusters Score -2.288136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 160174 members 
Entering Unmasked Estep 
Score: -22881360.000000 Penalty: 5955.514160
	Iteration 111Q: 3 clusters Score -2.288136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 160179 members 
Entering Unmasked Estep 
Score: -22881358.000000 Penalty: 5955.514160
	Iteration 112Q: 3 clusters Score -2.288136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 160184 members 
Entering Unmasked Estep 
Score: -22881364.000000 Penalty: 5955.514160
	Iteration 113Q: 3 clusters Score -2.288136e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 160192 members 
Entering Unmasked Estep 
Score: -22881364.000000 Penalty: 5955.514160
	Iteration 114Q: 3 clusters Score -2.288136e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 160200 members 
Entering Unmasked Estep 
Score: -22881350.000000 Penalty: 5955.514160
	Iteration 115Q: 3 clusters Score -2.288135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 160204 members 
Entering Unmasked Estep 
Score: -22881360.000000 Penalty: 5955.514160
	Iteration 116Q: 3 clusters Score -2.288136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 160211 members 
Entering Unmasked Estep 
Score: -22881350.000000 Penalty: 5955.514160
	Iteration 117Q: 3 clusters Score -2.288135e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 160220 members 
Entering Unmasked Estep 
Score: -22881350.000000 Penalty: 5955.514160
	Iteration 118Q: 3 clusters Score -2.288135e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 160225 members 
Entering Unmasked Estep 
Score: -22881354.000000 Penalty: 5955.514160
	Iteration 119Q: 3 clusters Score -2.288135e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 160231 members 
Entering Unmasked Estep 
Score: -22881360.000000 Penalty: 5955.514160
	Iteration 120F: 3 clusters Score -2.288136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 160236 members 
Entering Unmasked Estep 
Score: -22881348.000000 Penalty: 5955.514160
	Iteration 121Q: 3 clusters Score -2.288135e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 160241 members 
Entering Unmasked Estep 
Score: -22881348.000000 Penalty: 5955.514160
	Iteration 122Q: 3 clusters Score -2.288135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 160245 members 
Entering Unmasked Estep 
Score: -22881340.000000 Penalty: 5955.514160
	Iteration 123Q: 3 clusters Score -2.288134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 160247 members 
Entering Unmasked Estep 
Score: -22881330.000000 Penalty: 5955.514160
	Iteration 124Q: 3 clusters Score -2.288133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 160248 members 
Entering Unmasked Estep 
Score: -22881326.000000 Penalty: 5955.514160
	Iteration 125Q: 3 clusters Score -2.288133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 160249 members 
Entering Unmasked Estep 
Score: -22881332.000000 Penalty: 5955.514160
	Iteration 126Q: 3 clusters Score -2.288133e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 160249 members 
Entering Unmasked Estep 
Score: -22881332.000000 Penalty: 5955.514160
	Iteration 127F: 3 clusters Score -2.288133e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Entering Unmasked Estep 
Score: -71771.351562 Penalty: 1597.750000
	Iteration 0F: 2 clusters Score -71771.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -70201.218750 Penalty: 3195.500000
	Iteration 0F: 3 clusters Score -70201.22 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -70472.031250 Penalty: 3195.500000
	Iteration 1F: 3 clusters Score -70472.03 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -70616.796875 Penalty: 3195.500000
	Iteration 2F: 3 clusters Score -70616.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -70868.398438 Penalty: 3195.500000
	Iteration 3F: 3 clusters Score -70868.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -71029.304688 Penalty: 3195.500000
	Iteration 4F: 3 clusters Score -71029.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -71108.679688 Penalty: 3195.500000
	Iteration 5Q: 3 clusters Score -71108.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -71142.132812 Penalty: 3195.500000
	Iteration 6Q: 3 clusters Score -71142.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -71164.414062 Penalty: 3195.500000
	Iteration 7Q: 3 clusters Score -71164.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -71173.265625 Penalty: 3195.500000
	Iteration 8Q: 3 clusters Score -71173.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -71177.187500 Penalty: 3195.500000
	Iteration 9Q: 3 clusters Score -71177.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -71177.187500 Penalty: 3195.500000
	Iteration 10F: 3 clusters Score -71177.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -27544.220703 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -27544.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -26392.533203 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -26392.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -26499.419922 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -26499.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -26548.943359 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -26548.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -26556.019531 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -26556.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -26556.019531 Penalty: 2688.585449
	Iteration 4F: 3 clusters Score -26556.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -37409.125000 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -37409.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -36136.882812 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -36136.88 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -36301.421875 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -36301.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -36407.605469 Penalty: 2868.777344
	Iteration 2Q: 3 clusters Score -36407.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -36527.378906 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -36527.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -36554.335938 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -36554.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -36563.878906 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -36563.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -36569.332031 Penalty: 2868.777344
	Iteration 6Q: 3 clusters Score -36569.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36573.820312 Penalty: 2868.777344
	Iteration 7Q: 3 clusters Score -36573.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36582.449219 Penalty: 2868.777344
	Iteration 8Q: 3 clusters Score -36582.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -36584.781250 Penalty: 2868.777344
	Iteration 9Q: 3 clusters Score -36584.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36591.859375 Penalty: 2868.777344
	Iteration 10Q: 3 clusters Score -36591.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36591.859375 Penalty: 2868.777344
	Iteration 11F: 3 clusters Score -36591.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158895 members 
Mstep: Class 2 contains 660 members 
Mstep: Class 3 contains 8094 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64819 members 
Mstep: Class 6 contains 120487 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2869 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2202 members 
Mstep: Class 11 contains 39257 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17263 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56320 members 
Mstep: Class 16 contains 172500 members 
Mstep: Class 17 contains 35290 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 83545 members 
Mstep: Class 20 contains 27165 members 
Mstep: Class 21 contains 163912 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704392.000000 Penalty: 81993.640625
Iteration 479Q: 25 clusters Score -1.327044e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158869 members 
Mstep: Class 2 contains 660 members 
Mstep: Class 3 contains 8101 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64823 members 
Mstep: Class 6 contains 120510 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2868 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2202 members 
Mstep: Class 11 contains 39238 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17263 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56317 members 
Mstep: Class 16 contains 172513 members 
Mstep: Class 17 contains 35301 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 83494 members 
Mstep: Class 20 contains 27167 members 
Mstep: Class 21 contains 163952 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704240.000000 Penalty: 81993.640625
Iteration 480F: 25 clusters Score -1.327042e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158873 members 
Mstep: Class 2 contains 660 members 
Mstep: Class 3 contains 8103 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64829 members 
Mstep: Class 6 contains 120534 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2870 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2202 members 
Mstep: Class 11 contains 39215 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17260 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56321 members 
Mstep: Class 16 contains 172540 members 
Mstep: Class 17 contains 35299 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 83421 members 
Mstep: Class 20 contains 27173 members 
Mstep: Class 21 contains 163977 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704224.000000 Penalty: 81993.640625
Iteration 481Q: 25 clusters Score -1.327042e+08 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158838 members 
Mstep: Class 2 contains 661 members 
Mstep: Class 3 contains 8102 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64829 members 
Mstep: Class 6 contains 120550 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2872 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2202 members 
Mstep: Class 11 contains 39212 members 
Mstep: Class 12 contains 3944 members 
Mstep: Class 13 contains 17259 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56321 members 
Mstep: Class 16 contains 172553 members 
Mstep: Class 17 contains 35311 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 83370 members 
Mstep: Class 20 contains 27180 members 
Mstep: Class 21 contains 164017 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704168.000000 Penalty: 81993.640625
Iteration 482Q: 25 clusters Score -1.327042e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158800 members 
Mstep: Class 2 contains 660 members 
Mstep: Class 3 contains 8103 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64836 members 
Mstep: Class 6 contains 120572 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2872 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2202 members 
Mstep: Class 11 contains 39198 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 17258 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56327 members 
Mstep: Class 16 contains 172565 members 
Mstep: Class 17 contains 35321 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 83300 members 
Mstep: Class 20 contains 27178 members 
Mstep: Class 21 contains 164086 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704264.000000 Penalty: 81993.640625
Iteration 483Q: 25 clusters Score -1.327043e+08 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158777 members 
Mstep: Class 2 contains 660 members 
Mstep: Class 3 contains 8105 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64835 members 
Mstep: Class 6 contains 120601 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2875 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2202 members 
Mstep: Class 11 contains 39185 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17259 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56330 members 
Mstep: Class 16 contains 172580 members 
Mstep: Class 17 contains 35320 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 83243 members 
Mstep: Class 20 contains 27178 members 
Mstep: Class 21 contains 164129 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704336.000000 Penalty: 81993.640625
Iteration 484Q: 25 clusters Score -1.327043e+08 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158765 members 
Mstep: Class 2 contains 660 members 
Mstep: Class 3 contains 8107 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64841 members 
Mstep: Class 6 contains 120636 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2875 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2203 members 
Mstep: Class 11 contains 39176 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17260 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56327 members 
Mstep: Class 16 contains 172598 members 
Mstep: Class 17 contains 35316 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 83187 members 
Mstep: Class 20 contains 27182 members 
Mstep: Class 21 contains 164146 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704200.000000 Penalty: 81993.640625
Iteration 485Q: 25 clusters Score -1.327042e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158780 members 
Mstep: Class 2 contains 660 members 
Mstep: Class 3 contains 8108 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64838 members 
Mstep: Class 6 contains 120665 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2875 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2203 members 
Mstep: Class 11 contains 39169 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17259 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56336 members 
Mstep: Class 16 contains 172622 members 
Mstep: Class 17 contains 35314 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 83099 members 
Mstep: Class 20 contains 27187 members 
Mstep: Class 21 contains 164164 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704080.000000 Penalty: 81993.640625
Iteration 486Q: 25 clusters Score -1.327041e+08 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158789 members 
Mstep: Class 2 contains 660 members 
Mstep: Class 3 contains 8112 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64840 members 
Mstep: Class 6 contains 120697 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2875 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2202 members 
Mstep: Class 11 contains 39161 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17261 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56340 members 
Mstep: Class 16 contains 172639 members 
Mstep: Class 17 contains 35314 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 83005 members 
Mstep: Class 20 contains 27193 members 
Mstep: Class 21 contains 164191 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704016.000000 Penalty: 81993.640625
Iteration 487Q: 25 clusters Score -1.32704e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158828 members 
Mstep: Class 2 contains 660 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64843 members 
Mstep: Class 6 contains 120723 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2875 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2202 members 
Mstep: Class 11 contains 39156 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17263 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56322 members 
Mstep: Class 16 contains 172668 members 
Mstep: Class 17 contains 35313 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 82909 members 
Mstep: Class 20 contains 27200 members 
Mstep: Class 21 contains 164204 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704136.000000 Penalty: 81993.640625
Iteration 488Q: 25 clusters Score -1.327041e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158866 members 
Mstep: Class 2 contains 660 members 
Mstep: Class 3 contains 8114 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64847 members 
Mstep: Class 6 contains 120748 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2875 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2202 members 
Mstep: Class 11 contains 39151 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17264 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56328 members 
Mstep: Class 16 contains 172684 members 
Mstep: Class 17 contains 35303 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 82835 members 
Mstep: Class 20 contains 27203 members 
Mstep: Class 21 contains 164199 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704312.000000 Penalty: 81993.640625
Iteration 489Q: 25 clusters Score -1.327043e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158870 members 
Mstep: Class 2 contains 660 members 
Mstep: Class 3 contains 8115 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64851 members 
Mstep: Class 6 contains 120769 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2876 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2202 members 
Mstep: Class 11 contains 39136 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17263 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56327 members 
Mstep: Class 16 contains 172705 members 
Mstep: Class 17 contains 35307 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 82775 members 
Mstep: Class 20 contains 27210 members 
Mstep: Class 21 contains 164213 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132704056.000000 Penalty: 81993.640625
Iteration 490Q: 25 clusters Score -1.327041e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158871 members 
Mstep: Class 2 contains 660 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64855 members 
Mstep: Class 6 contains 120792 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2876 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2202 members 
Mstep: Class 11 contains 39111 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17262 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56332 members 
Mstep: Class 16 contains 172728 members 
Mstep: Class 17 contains 35304 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 82716 members 
Mstep: Class 20 contains 27221 members 
Mstep: Class 21 contains 164236 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703960.000000 Penalty: 81993.640625
Iteration 491Q: 25 clusters Score -1.32704e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158855 members 
Mstep: Class 2 contains 660 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64854 members 
Mstep: Class 6 contains 120813 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2876 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2202 members 
Mstep: Class 11 contains 39092 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 17262 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56349 members 
Mstep: Class 16 contains 172747 members 
Mstep: Class 17 contains 35313 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 82668 members 
Mstep: Class 20 contains 27226 members 
Mstep: Class 21 contains 164250 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703784.000000 Penalty: 81993.640625
Iteration 492Q: 25 clusters Score -1.327038e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158832 members 
Mstep: Class 2 contains 660 members 
Mstep: Class 3 contains 8112 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64852 members 
Mstep: Class 6 contains 120836 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2876 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2202 members 
Mstep: Class 11 contains 39082 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 17262 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56368 members 
Mstep: Class 16 contains 172757 members 
Mstep: Class 17 contains 35326 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 82619 members 
Mstep: Class 20 contains 27237 members 
Mstep: Class 21 contains 164259 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703752.000000 Penalty: 81993.640625
Iteration 493Q: 25 clusters Score -1.327038e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158808 members 
Mstep: Class 2 contains 660 members 
Mstep: Class 3 contains 8112 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64853 members 
Mstep: Class 6 contains 120861 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2876 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2201 members 
Mstep: Class 11 contains 39075 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17263 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56378 members 
Mstep: Class 16 contains 172760 members 
Mstep: Class 17 contains 35332 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 82570 members 
Mstep: Class 20 contains 27248 members 
Mstep: Class 21 contains 164282 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703904.000000 Penalty: 81993.640625
Iteration 494Q: 25 clusters Score -1.327039e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158778 members 
Mstep: Class 2 contains 660 members 
Mstep: Class 3 contains 8112 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64858 members 
Mstep: Class 6 contains 120879 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2876 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2201 members 
Mstep: Class 11 contains 39057 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17263 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56378 members 
Mstep: Class 16 contains 172779 members 
Mstep: Class 17 contains 35333 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 82529 members 
Mstep: Class 20 contains 27256 members 
Mstep: Class 21 contains 164320 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703912.000000 Penalty: 81993.640625
Iteration 495Q: 25 clusters Score -1.327039e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158722 members 
Mstep: Class 2 contains 660 members 
Mstep: Class 3 contains 8112 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64866 members 
Mstep: Class 6 contains 120900 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2876 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2201 members 
Mstep: Class 11 contains 39050 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17263 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56390 members 
Mstep: Class 16 contains 172788 members 
Mstep: Class 17 contains 35323 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 82508 members 
Mstep: Class 20 contains 27260 members 
Mstep: Class 21 contains 164360 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703760.000000 Penalty: 81993.640625
Iteration 496Q: 25 clusters Score -1.327038e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158663 members 
Mstep: Class 2 contains 660 members 
Mstep: Class 3 contains 8114 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64871 members 
Mstep: Class 6 contains 120916 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2876 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2201 members 
Mstep: Class 11 contains 39048 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17262 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56399 members 
Mstep: Class 16 contains 172804 members 
Mstep: Class 17 contains 35321 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 82481 members 
Mstep: Class 20 contains 27268 members 
Mstep: Class 21 contains 164395 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703520.000000 Penalty: 81993.640625
Iteration 497Q: 25 clusters Score -1.327035e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158623 members 
Mstep: Class 2 contains 659 members 
Mstep: Class 3 contains 8115 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64872 members 
Mstep: Class 6 contains 120934 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2876 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2201 members 
Mstep: Class 11 contains 39045 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17262 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56411 members 
Mstep: Class 16 contains 172799 members 
Mstep: Class 17 contains 35313 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 82460 members 
Mstep: Class 20 contains 27277 members 
Mstep: Class 21 contains 164432 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703816.000000 Penalty: 81993.640625
Iteration 498Q: 25 clusters Score -1.327038e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158610 members 
Mstep: Class 2 contains 659 members 
Mstep: Class 3 contains 8116 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64874 members 
Mstep: Class 6 contains 120949 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2876 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2201 members 
Mstep: Class 11 contains 39036 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17262 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56425 members 
Mstep: Class 16 contains 172801 members 
Mstep: Class 17 contains 35315 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 82432 members 
Mstep: Class 20 contains 27281 members 
Mstep: Class 21 contains 164442 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703568.000000 Penalty: 81993.640625
Iteration 499Q: 25 clusters Score -1.327036e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158583 members 
Mstep: Class 2 contains 659 members 
Mstep: Class 3 contains 8118 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 64883 members 
Mstep: Class 6 contains 120963 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 2876 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2201 members 
Mstep: Class 11 contains 39023 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 13 contains 17263 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 56441 members 
Mstep: Class 16 contains 172812 members 
Mstep: Class 17 contains 35317 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 82400 members 
Mstep: Class 20 contains 27295 members 
Mstep: Class 21 contains 164445 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132703448.000000 Penalty: 81993.640625
Iteration 500F: 25 clusters Score -1.327034e+08 nChanged 379
Maximum iterations exceeded
--- Evaluating fit on full set of 2883241 points ---
Entering Unmasked Estep 
Score: -391794336.000000 Penalty: 88532.585938
23->25 Clusters: Score -391794336.000000, best is -391950080.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 961080 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41776 members 
Mstep: Class 2 contains 41693 members 
Mstep: Class 3 contains 42260 members 
Mstep: Class 4 contains 41827 members 
Mstep: Class 5 contains 41942 members 
Mstep: Class 6 contains 41528 members 
Mstep: Class 7 contains 41612 members 
Mstep: Class 8 contains 41935 members 
Mstep: Class 9 contains 41684 members 
Mstep: Class 10 contains 41690 members 
Mstep: Class 11 contains 42080 members 
Mstep: Class 12 contains 42023 members 
Mstep: Class 13 contains 41692 members 
Mstep: Class 14 contains 41978 members 
Mstep: Class 15 contains 41770 members 
Mstep: Class 16 contains 42087 members 
Mstep: Class 17 contains 41417 members 
Mstep: Class 18 contains 41535 members 
Mstep: Class 19 contains 41746 members 
Mstep: Class 20 contains 41625 members 
Mstep: Class 21 contains 41646 members 
Mstep: Class 22 contains 41833 members 
Mstep: Class 23 contains 41701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 90.088760 but Gain 3416.398438
Score: -126774744.000000 Penalty: 75160.835938
Iteration 0F: 23 clusters Score -1.267747e+08 nChanged 917048
Entering Unmasked Mstep 
Mstep: Class 0 contains 2485 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 26865 members 
Mstep: Class 3 contains 32252 members 
Mstep: Class 4 contains 382484 members 
Mstep: Class 6 contains 8501 members 
Mstep: Class 7 contains 5155 members 
Mstep: Class 8 contains 9283 members 
Mstep: Class 9 contains 94783 members 
Mstep: Class 10 contains 19193 members 
Mstep: Class 11 contains 24326 members 
Mstep: Class 12 contains 16626 members 
Mstep: Class 13 contains 73955 members 
Mstep: Class 14 contains 4907 members 
Mstep: Class 15 contains 109183 members 
Mstep: Class 16 contains 12725 members 
Mstep: Class 17 contains 1260 members 
Mstep: Class 18 contains 17851 members 
Mstep: Class 19 contains 13298 members 
Mstep: Class 20 contains 3663 members 
Mstep: Class 21 contains 17626 members 
Mstep: Class 22 contains 64213 members 
Mstep: Class 23 contains 4031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2375.612305 but Gain 3416.398438
Score: -130706312.000000 Penalty: 71744.437500
Iteration 1F: 22 clusters Score -1.307063e+08 nChanged 339468
Entering Unmasked Mstep 
Mstep: Class 0 contains 2424 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 13242 members 
Mstep: Class 3 contains 27926 members 
Mstep: Class 4 contains 312016 members 
Mstep: Class 6 contains 5205 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 6714 members 
Mstep: Class 9 contains 128953 members 
Mstep: Class 10 contains 18745 members 
Mstep: Class 11 contains 16543 members 
Mstep: Class 12 contains 10617 members 
Mstep: Class 13 contains 86465 members 
Mstep: Class 15 contains 167025 members 
Mstep: Class 16 contains 10376 members 
Mstep: Class 17 contains 211 members 
Mstep: Class 18 contains 15643 members 
Mstep: Class 19 contains 8610 members 
Mstep: Class 20 contains 3290 members 
Mstep: Class 21 contains 14392 members 
Mstep: Class 22 contains 87708 members 
Mstep: Class 23 contains 3640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 2775.996826 but Gain 3416.406250
Score: -131324680.000000 Penalty: 68328.031250
Iteration 2F: 21 clusters Score -1.313247e+08 nChanged 260708
Entering Unmasked Mstep 
Mstep: Class 0 contains 2344 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 7300 members 
Mstep: Class 3 contains 23317 members 
Mstep: Class 4 contains 247427 members 
Mstep: Class 6 contains 4984 members 
Mstep: Class 7 contains 3451 members 
Mstep: Class 8 contains 5469 members 
Mstep: Class 9 contains 137450 members 
Mstep: Class 10 contains 15673 members 
Mstep: Class 11 contains 9935 members 
Mstep: Class 12 contains 5250 members 
Mstep: Class 13 contains 81815 members 
Mstep: Class 15 contains 216783 members 
Mstep: Class 16 contains 9390 members 
Mstep: Class 17 contains 116 members 
Mstep: Class 18 contains 21405 members 
Mstep: Class 19 contains 5117 members 
Mstep: Class 20 contains 5279 members 
Mstep: Class 21 contains 11038 members 
Mstep: Class 22 contains 132574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2720.842529 but Gain 3416.398438
Score: -131639808.000000 Penalty: 64911.632812
Iteration 3F: 20 clusters Score -1.316398e+08 nChanged 219811
Entering Unmasked Mstep 
Mstep: Class 0 contains 2159 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 4517 members 
Mstep: Class 3 contains 19624 members 
Mstep: Class 4 contains 191573 members 
Mstep: Class 6 contains 4584 members 
Mstep: Class 7 contains 2896 members 
Mstep: Class 8 contains 4263 members 
Mstep: Class 9 contains 144154 members 
Mstep: Class 10 contains 15089 members 
Mstep: Class 11 contains 6493 members 
Mstep: Class 13 contains 76605 members 
Mstep: Class 15 contains 236306 members 
Mstep: Class 16 contains 9939 members 
Mstep: Class 17 contains 99 members 
Mstep: Class 18 contains 30436 members 
Mstep: Class 19 contains 3444 members 
Mstep: Class 20 contains 10066 members 
Mstep: Class 21 contains 10507 members 
Mstep: Class 22 contains 174288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 3211.628906 but Gain 3416.402344
Score: -131856328.000000 Penalty: 61495.230469
Iteration 4F: 19 clusters Score -1.318563e+08 nChanged 166356
Entering Unmasked Mstep 
Mstep: Class 0 contains 2063 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 3107 members 
Mstep: Class 3 contains 14912 members 
Mstep: Class 4 contains 180459 members 
Mstep: Class 6 contains 4852 members 
Mstep: Class 7 contains 1949 members 
Mstep: Class 9 contains 147746 members 
Mstep: Class 10 contains 17355 members 
Mstep: Class 11 contains 4757 members 
Mstep: Class 13 contains 71990 members 
Mstep: Class 15 contains 213266 members 
Mstep: Class 16 contains 11689 members 
Mstep: Class 17 contains 83 members 
Mstep: Class 18 contains 40628 members 
Mstep: Class 19 contains 2652 members 
Mstep: Class 20 contains 18200 members 
Mstep: Class 21 contains 11147 members 
Mstep: Class 22 contains 199958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132042480.000000 Penalty: 61495.230469
Iteration 5F: 19 clusters Score -1.320425e+08 nChanged 119919
Entering Unmasked Mstep 
Mstep: Class 0 contains 1837 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 2604 members 
Mstep: Class 3 contains 10485 members 
Mstep: Class 4 contains 175338 members 
Mstep: Class 6 contains 4645 members 
Mstep: Class 7 contains 1943 members 
Mstep: Class 9 contains 148128 members 
Mstep: Class 10 contains 18731 members 
Mstep: Class 11 contains 3785 members 
Mstep: Class 13 contains 67405 members 
Mstep: Class 15 contains 198708 members 
Mstep: Class 16 contains 12591 members 
Mstep: Class 17 contains 78 members 
Mstep: Class 18 contains 47779 members 
Mstep: Class 19 contains 2600 members 
Mstep: Class 20 contains 27039 members 
Mstep: Class 21 contains 12416 members 
Mstep: Class 22 contains 211303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132169440.000000 Penalty: 61495.230469
Iteration 6F: 19 clusters Score -1.321694e+08 nChanged 94294
Entering Unmasked Mstep 
Mstep: Class 0 contains 1449 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 2419 members 
Mstep: Class 3 contains 7413 members 
Mstep: Class 4 contains 171416 members 
Mstep: Class 6 contains 4250 members 
Mstep: Class 7 contains 2412 members 
Mstep: Class 9 contains 150704 members 
Mstep: Class 10 contains 19121 members 
Mstep: Class 11 contains 3293 members 
Mstep: Class 13 contains 64542 members 
Mstep: Class 15 contains 188960 members 
Mstep: Class 16 contains 12936 members 
Mstep: Class 17 contains 76 members 
Mstep: Class 18 contains 52659 members 
Mstep: Class 19 contains 3110 members 
Mstep: Class 20 contains 35712 members 
Mstep: Class 21 contains 13299 members 
Mstep: Class 22 contains 214254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2435.953613 but Gain 3416.402344
Score: -132276056.000000 Penalty: 58078.828125
Iteration 7F: 18 clusters Score -1.322761e+08 nChanged 73829
Entering Unmasked Mstep 
Mstep: Class 0 contains 985 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 2321 members 
Mstep: Class 3 contains 5639 members 
Mstep: Class 4 contains 169045 members 
Mstep: Class 6 contains 4026 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 9 contains 152393 members 
Mstep: Class 10 contains 18883 members 
Mstep: Class 11 contains 3082 members 
Mstep: Class 13 contains 62513 members 
Mstep: Class 15 contains 183355 members 
Mstep: Class 16 contains 12804 members 
Mstep: Class 18 contains 55653 members 
Mstep: Class 19 contains 3705 members 
Mstep: Class 20 contains 43768 members 
Mstep: Class 21 contains 13501 members 
Mstep: Class 22 contains 212730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132371592.000000 Penalty: 58078.828125
Iteration 8F: 18 clusters Score -1.323716e+08 nChanged 58324
Entering Unmasked Mstep 
Mstep: Class 0 contains 364 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 2299 members 
Mstep: Class 3 contains 4622 members 
Mstep: Class 4 contains 167490 members 
Mstep: Class 6 contains 3933 members 
Mstep: Class 7 contains 3283 members 
Mstep: Class 9 contains 152579 members 
Mstep: Class 10 contains 18552 members 
Mstep: Class 11 contains 3038 members 
Mstep: Class 13 contains 60919 members 
Mstep: Class 15 contains 179859 members 
Mstep: Class 16 contains 12466 members 
Mstep: Class 18 contains 57882 members 
Mstep: Class 19 contains 4293 members 
Mstep: Class 20 contains 51258 members 
Mstep: Class 21 contains 13523 members 
Mstep: Class 22 contains 209033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132432848.000000 Penalty: 58078.828125
Iteration 9F: 18 clusters Score -1.324328e+08 nChanged 46647
Entering Unmasked Mstep 
Mstep: Class 0 contains 214 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 2405 members 
Mstep: Class 3 contains 4075 members 
Mstep: Class 4 contains 166589 members 
Mstep: Class 6 contains 3909 members 
Mstep: Class 7 contains 3189 members 
Mstep: Class 9 contains 152221 members 
Mstep: Class 10 contains 18269 members 
Mstep: Class 11 contains 3138 members 
Mstep: Class 13 contains 59260 members 
Mstep: Class 15 contains 176942 members 
Mstep: Class 16 contains 12304 members 
Mstep: Class 18 contains 59735 members 
Mstep: Class 19 contains 4723 members 
Mstep: Class 20 contains 58424 members 
Mstep: Class 21 contains 13490 members 
Mstep: Class 22 contains 204302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132461416.000000 Penalty: 58078.828125
Iteration 10Q: 18 clusters Score -1.324614e+08 nChanged 38575
Entering Unmasked Mstep 
Mstep: Class 0 contains 201 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 2402 members 
Mstep: Class 3 contains 3812 members 
Mstep: Class 4 contains 165704 members 
Mstep: Class 6 contains 3906 members 
Mstep: Class 7 contains 3075 members 
Mstep: Class 9 contains 151750 members 
Mstep: Class 10 contains 17947 members 
Mstep: Class 11 contains 3301 members 
Mstep: Class 13 contains 57406 members 
Mstep: Class 15 contains 174741 members 
Mstep: Class 16 contains 12296 members 
Mstep: Class 18 contains 61356 members 
Mstep: Class 19 contains 5018 members 
Mstep: Class 20 contains 65230 members 
Mstep: Class 21 contains 13529 members 
Mstep: Class 22 contains 199174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132479928.000000 Penalty: 58078.828125
Iteration 11Q: 18 clusters Score -1.324799e+08 nChanged 33370
Entering Unmasked Mstep 
Mstep: Class 0 contains 201 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 3671 members 
Mstep: Class 4 contains 164772 members 
Mstep: Class 6 contains 3903 members 
Mstep: Class 7 contains 3000 members 
Mstep: Class 9 contains 151312 members 
Mstep: Class 10 contains 17647 members 
Mstep: Class 11 contains 3512 members 
Mstep: Class 13 contains 55232 members 
Mstep: Class 15 contains 173091 members 
Mstep: Class 16 contains 12468 members 
Mstep: Class 18 contains 62887 members 
Mstep: Class 19 contains 5205 members 
Mstep: Class 20 contains 71649 members 
Mstep: Class 21 contains 13660 members 
Mstep: Class 22 contains 193960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132496424.000000 Penalty: 58078.828125
Iteration 12Q: 18 clusters Score -1.324964e+08 nChanged 29833
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 2392 members 
Mstep: Class 3 contains 3566 members 
Mstep: Class 4 contains 164038 members 
Mstep: Class 6 contains 3899 members 
Mstep: Class 7 contains 2966 members 
Mstep: Class 9 contains 151100 members 
Mstep: Class 10 contains 17318 members 
Mstep: Class 11 contains 3727 members 
Mstep: Class 13 contains 52629 members 
Mstep: Class 15 contains 171712 members 
Mstep: Class 16 contains 12816 members 
Mstep: Class 18 contains 64256 members 
Mstep: Class 19 contains 5365 members 
Mstep: Class 20 contains 77746 members 
Mstep: Class 21 contains 13794 members 
Mstep: Class 22 contains 188800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132510520.000000 Penalty: 58078.828125
Iteration 13Q: 18 clusters Score -1.325105e+08 nChanged 27159
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 2378 members 
Mstep: Class 3 contains 3486 members 
Mstep: Class 4 contains 163166 members 
Mstep: Class 6 contains 3896 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 9 contains 151144 members 
Mstep: Class 10 contains 16939 members 
Mstep: Class 11 contains 3939 members 
Mstep: Class 13 contains 49573 members 
Mstep: Class 15 contains 170726 members 
Mstep: Class 16 contains 13348 members 
Mstep: Class 18 contains 65466 members 
Mstep: Class 19 contains 5426 members 
Mstep: Class 20 contains 83627 members 
Mstep: Class 21 contains 13928 members 
Mstep: Class 22 contains 184034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132521784.000000 Penalty: 58078.828125
Iteration 14Q: 18 clusters Score -1.325218e+08 nChanged 24629
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 2370 members 
Mstep: Class 3 contains 3415 members 
Mstep: Class 4 contains 162550 members 
Mstep: Class 6 contains 3893 members 
Mstep: Class 7 contains 2936 members 
Mstep: Class 9 contains 151393 members 
Mstep: Class 10 contains 16472 members 
Mstep: Class 11 contains 4164 members 
Mstep: Class 13 contains 46417 members 
Mstep: Class 15 contains 170123 members 
Mstep: Class 16 contains 13890 members 
Mstep: Class 18 contains 66443 members 
Mstep: Class 19 contains 5458 members 
Mstep: Class 20 contains 89028 members 
Mstep: Class 21 contains 14044 members 
Mstep: Class 22 contains 179545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132531200.000000 Penalty: 58078.828125
Iteration 15Q: 18 clusters Score -1.325312e+08 nChanged 22668
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 2373 members 
Mstep: Class 3 contains 3353 members 
Mstep: Class 4 contains 162060 members 
Mstep: Class 6 contains 3889 members 
Mstep: Class 7 contains 2930 members 
Mstep: Class 9 contains 151716 members 
Mstep: Class 10 contains 15949 members 
Mstep: Class 11 contains 4386 members 
Mstep: Class 13 contains 43658 members 
Mstep: Class 15 contains 169733 members 
Mstep: Class 16 contains 14346 members 
Mstep: Class 18 contains 67278 members 
Mstep: Class 19 contains 5492 members 
Mstep: Class 20 contains 93732 members 
Mstep: Class 21 contains 14211 members 
Mstep: Class 22 contains 175315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132538800.000000 Penalty: 58078.828125
Iteration 16Q: 18 clusters Score -1.325388e+08 nChanged 21171
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 2373 members 
Mstep: Class 3 contains 3290 members 
Mstep: Class 4 contains 161531 members 
Mstep: Class 6 contains 3889 members 
Mstep: Class 7 contains 2925 members 
Mstep: Class 9 contains 152078 members 
Mstep: Class 10 contains 15424 members 
Mstep: Class 11 contains 4628 members 
Mstep: Class 13 contains 41101 members 
Mstep: Class 15 contains 169586 members 
Mstep: Class 16 contains 14704 members 
Mstep: Class 18 contains 67989 members 
Mstep: Class 19 contains 5512 members 
Mstep: Class 20 contains 98031 members 
Mstep: Class 21 contains 14359 members 
Mstep: Class 22 contains 171416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132545896.000000 Penalty: 58078.828125
Iteration 17Q: 18 clusters Score -1.325459e+08 nChanged 19626
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 2377 members 
Mstep: Class 3 contains 3185 members 
Mstep: Class 4 contains 161011 members 
Mstep: Class 6 contains 3885 members 
Mstep: Class 7 contains 2925 members 
Mstep: Class 9 contains 152499 members 
Mstep: Class 10 contains 14877 members 
Mstep: Class 11 contains 4874 members 
Mstep: Class 13 contains 38971 members 
Mstep: Class 15 contains 169559 members 
Mstep: Class 16 contains 14956 members 
Mstep: Class 18 contains 68588 members 
Mstep: Class 19 contains 5534 members 
Mstep: Class 20 contains 101975 members 
Mstep: Class 21 contains 14556 members 
Mstep: Class 22 contains 167677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132551336.000000 Penalty: 58078.828125
Iteration 18Q: 18 clusters Score -1.325513e+08 nChanged 18341
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 2379 members 
Mstep: Class 3 contains 3070 members 
Mstep: Class 4 contains 160612 members 
Mstep: Class 6 contains 3880 members 
Mstep: Class 7 contains 2925 members 
Mstep: Class 9 contains 152723 members 
Mstep: Class 10 contains 14295 members 
Mstep: Class 11 contains 5131 members 
Mstep: Class 13 contains 37308 members 
Mstep: Class 15 contains 169767 members 
Mstep: Class 16 contains 15109 members 
Mstep: Class 18 contains 69060 members 
Mstep: Class 19 contains 5529 members 
Mstep: Class 20 contains 105481 members 
Mstep: Class 21 contains 14744 members 
Mstep: Class 22 contains 164159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132557096.000000 Penalty: 58078.828125
Iteration 19Q: 18 clusters Score -1.325571e+08 nChanged 16977
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 2379 members 
Mstep: Class 3 contains 2939 members 
Mstep: Class 4 contains 160288 members 
Mstep: Class 6 contains 3872 members 
Mstep: Class 7 contains 2926 members 
Mstep: Class 9 contains 152924 members 
Mstep: Class 10 contains 13700 members 
Mstep: Class 11 contains 5393 members 
Mstep: Class 13 contains 36019 members 
Mstep: Class 15 contains 170101 members 
Mstep: Class 16 contains 15207 members 
Mstep: Class 18 contains 69455 members 
Mstep: Class 19 contains 5527 members 
Mstep: Class 20 contains 108685 members 
Mstep: Class 21 contains 14898 members 
Mstep: Class 22 contains 160708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132571024.000000 Penalty: 58078.828125
Iteration 20F: 18 clusters Score -1.32571e+08 nChanged 16417
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 2702 members 
Mstep: Class 3 contains 2838 members 
Mstep: Class 4 contains 160015 members 
Mstep: Class 6 contains 3868 members 
Mstep: Class 7 contains 2713 members 
Mstep: Class 9 contains 153086 members 
Mstep: Class 10 contains 13079 members 
Mstep: Class 11 contains 5632 members 
Mstep: Class 13 contains 35097 members 
Mstep: Class 15 contains 170522 members 
Mstep: Class 16 contains 15488 members 
Mstep: Class 18 contains 69694 members 
Mstep: Class 19 contains 5552 members 
Mstep: Class 20 contains 111427 members 
Mstep: Class 21 contains 15091 members 
Mstep: Class 22 contains 157346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132582656.000000 Penalty: 58078.828125
Iteration 21Q: 18 clusters Score -1.325827e+08 nChanged 15069
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 2 contains 2670 members 
Mstep: Class 3 contains 2731 members 
Mstep: Class 4 contains 159850 members 
Mstep: Class 6 contains 3865 members 
Mstep: Class 7 contains 2701 members 
Mstep: Class 9 contains 153412 members 
Mstep: Class 10 contains 12489 members 
Mstep: Class 11 contains 5880 members 
Mstep: Class 13 contains 34497 members 
Mstep: Class 15 contains 171016 members 
Mstep: Class 16 contains 15676 members 
Mstep: Class 18 contains 69867 members 
Mstep: Class 19 contains 5578 members 
Mstep: Class 20 contains 113873 members 
Mstep: Class 21 contains 15292 members 
Mstep: Class 22 contains 153904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132585752.000000 Penalty: 58078.828125
Iteration 22Q: 18 clusters Score -1.325858e+08 nChanged 13516
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 38444 members 
Mstep: Class 2 contains 2646 members 
Mstep: Class 3 contains 2605 members 
Mstep: Class 4 contains 159699 members 
Mstep: Class 6 contains 3865 members 
Mstep: Class 7 contains 2686 members 
Mstep: Class 9 contains 153765 members 
Mstep: Class 10 contains 11921 members 
Mstep: Class 11 contains 6135 members 
Mstep: Class 13 contains 34147 members 
Mstep: Class 15 contains 171605 members 
Mstep: Class 16 contains 15829 members 
Mstep: Class 18 contains 69968 members 
Mstep: Class 19 contains 5626 members 
Mstep: Class 20 contains 116056 members 
Mstep: Class 21 contains 15469 members 
Mstep: Class 22 contains 150541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 3373.293945 but Gain 3416.402344
Score: -132587584.000000 Penalty: 54662.425781
Iteration 23Q: 17 clusters Score -1.325876e+08 nChanged 14545
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 2631 members 
Mstep: Class 4 contains 160091 members 
Mstep: Class 6 contains 3861 members 
Mstep: Class 7 contains 2681 members 
Mstep: Class 9 contains 154576 members 
Mstep: Class 10 contains 11409 members 
Mstep: Class 11 contains 6488 members 
Mstep: Class 13 contains 35013 members 
Mstep: Class 15 contains 172330 members 
Mstep: Class 16 contains 15936 members 
Mstep: Class 18 contains 70268 members 
Mstep: Class 19 contains 5694 members 
Mstep: Class 20 contains 117977 members 
Mstep: Class 21 contains 15659 members 
Mstep: Class 22 contains 147273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132593176.000000 Penalty: 54662.425781
Iteration 24Q: 17 clusters Score -1.325932e+08 nChanged 11802
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 2614 members 
Mstep: Class 4 contains 159892 members 
Mstep: Class 6 contains 3859 members 
Mstep: Class 7 contains 2675 members 
Mstep: Class 9 contains 155050 members 
Mstep: Class 10 contains 10938 members 
Mstep: Class 11 contains 6758 members 
Mstep: Class 13 contains 35282 members 
Mstep: Class 15 contains 172970 members 
Mstep: Class 16 contains 15986 members 
Mstep: Class 18 contains 70404 members 
Mstep: Class 19 contains 5771 members 
Mstep: Class 20 contains 119653 members 
Mstep: Class 21 contains 15803 members 
Mstep: Class 22 contains 143636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132595664.000000 Penalty: 54662.425781
Iteration 25Q: 17 clusters Score -1.325957e+08 nChanged 11125
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 2598 members 
Mstep: Class 4 contains 159892 members 
Mstep: Class 6 contains 3861 members 
Mstep: Class 7 contains 2673 members 
Mstep: Class 9 contains 155734 members 
Mstep: Class 10 contains 10514 members 
Mstep: Class 11 contains 7024 members 
Mstep: Class 13 contains 35587 members 
Mstep: Class 15 contains 173579 members 
Mstep: Class 16 contains 16049 members 
Mstep: Class 18 contains 70494 members 
Mstep: Class 19 contains 5826 members 
Mstep: Class 20 contains 121102 members 
Mstep: Class 21 contains 15935 members 
Mstep: Class 22 contains 139928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132597672.000000 Penalty: 54662.425781
Iteration 26Q: 17 clusters Score -1.325977e+08 nChanged 10776
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 40597 members 
Mstep: Class 2 contains 2589 members 
Mstep: Class 4 contains 160051 members 
Mstep: Class 6 contains 3859 members 
Mstep: Class 7 contains 2672 members 
Mstep: Class 9 contains 156631 members 
Mstep: Class 10 contains 10136 members 
Mstep: Class 11 contains 7298 members 
Mstep: Class 13 contains 35920 members 
Mstep: Class 15 contains 174178 members 
Mstep: Class 16 contains 16106 members 
Mstep: Class 18 contains 70554 members 
Mstep: Class 19 contains 5914 members 
Mstep: Class 20 contains 122392 members 
Mstep: Class 21 contains 16022 members 
Mstep: Class 22 contains 136088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132599152.000000 Penalty: 54662.425781
Iteration 27Q: 17 clusters Score -1.325992e+08 nChanged 10723
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 40929 members 
Mstep: Class 2 contains 2582 members 
Mstep: Class 4 contains 160124 members 
Mstep: Class 6 contains 3857 members 
Mstep: Class 7 contains 2672 members 
Mstep: Class 9 contains 157948 members 
Mstep: Class 10 contains 9751 members 
Mstep: Class 11 contains 7592 members 
Mstep: Class 13 contains 36240 members 
Mstep: Class 15 contains 174740 members 
Mstep: Class 16 contains 16149 members 
Mstep: Class 18 contains 70674 members 
Mstep: Class 19 contains 6025 members 
Mstep: Class 20 contains 123602 members 
Mstep: Class 21 contains 16100 members 
Mstep: Class 22 contains 132022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132601168.000000 Penalty: 54662.425781
Iteration 28Q: 17 clusters Score -1.326012e+08 nChanged 10956
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 2575 members 
Mstep: Class 4 contains 160015 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 2671 members 
Mstep: Class 9 contains 159642 members 
Mstep: Class 10 contains 9396 members 
Mstep: Class 11 contains 7865 members 
Mstep: Class 13 contains 36556 members 
Mstep: Class 15 contains 175278 members 
Mstep: Class 16 contains 16197 members 
Mstep: Class 18 contains 70835 members 
Mstep: Class 19 contains 6138 members 
Mstep: Class 20 contains 124700 members 
Mstep: Class 21 contains 16160 members 
Mstep: Class 22 contains 127874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132602480.000000 Penalty: 54662.425781
Iteration 29Q: 17 clusters Score -1.326025e+08 nChanged 11294
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 2567 members 
Mstep: Class 4 contains 159812 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 2671 members 
Mstep: Class 9 contains 161748 members 
Mstep: Class 10 contains 9065 members 
Mstep: Class 11 contains 8108 members 
Mstep: Class 13 contains 36875 members 
Mstep: Class 15 contains 175688 members 
Mstep: Class 16 contains 16247 members 
Mstep: Class 18 contains 71018 members 
Mstep: Class 19 contains 6248 members 
Mstep: Class 20 contains 125719 members 
Mstep: Class 21 contains 16255 members 
Mstep: Class 22 contains 123611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132603296.000000 Penalty: 54662.425781
Iteration 30Q: 17 clusters Score -1.326033e+08 nChanged 11928
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 2566 members 
Mstep: Class 4 contains 159590 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 2671 members 
Mstep: Class 9 contains 164212 members 
Mstep: Class 10 contains 8778 members 
Mstep: Class 11 contains 8360 members 
Mstep: Class 13 contains 37242 members 
Mstep: Class 15 contains 175979 members 
Mstep: Class 16 contains 16299 members 
Mstep: Class 18 contains 71149 members 
Mstep: Class 19 contains 6352 members 
Mstep: Class 20 contains 126592 members 
Mstep: Class 21 contains 16338 members 
Mstep: Class 22 contains 119272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132604008.000000 Penalty: 54662.425781
Iteration 31Q: 17 clusters Score -1.32604e+08 nChanged 12666
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 41944 members 
Mstep: Class 2 contains 2566 members 
Mstep: Class 4 contains 159297 members 
Mstep: Class 6 contains 3863 members 
Mstep: Class 7 contains 2671 members 
Mstep: Class 9 contains 166913 members 
Mstep: Class 10 contains 8525 members 
Mstep: Class 11 contains 8623 members 
Mstep: Class 13 contains 37638 members 
Mstep: Class 15 contains 176164 members 
Mstep: Class 16 contains 16334 members 
Mstep: Class 18 contains 71320 members 
Mstep: Class 19 contains 6472 members 
Mstep: Class 20 contains 127408 members 
Mstep: Class 21 contains 16424 members 
Mstep: Class 22 contains 114845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132603992.000000 Penalty: 54662.425781
Iteration 32Q: 17 clusters Score -1.32604e+08 nChanged 13052
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 2564 members 
Mstep: Class 4 contains 159108 members 
Mstep: Class 6 contains 3864 members 
Mstep: Class 7 contains 2671 members 
Mstep: Class 9 contains 169565 members 
Mstep: Class 10 contains 8288 members 
Mstep: Class 11 contains 8912 members 
Mstep: Class 13 contains 37986 members 
Mstep: Class 15 contains 176359 members 
Mstep: Class 16 contains 16363 members 
Mstep: Class 18 contains 71491 members 
Mstep: Class 19 contains 6584 members 
Mstep: Class 20 contains 128162 members 
Mstep: Class 21 contains 16525 members 
Mstep: Class 22 contains 110485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132604424.000000 Penalty: 54662.425781
Iteration 33Q: 17 clusters Score -1.326044e+08 nChanged 13600
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 42127 members 
Mstep: Class 2 contains 2560 members 
Mstep: Class 4 contains 159185 members 
Mstep: Class 6 contains 3865 members 
Mstep: Class 7 contains 2671 members 
Mstep: Class 9 contains 172090 members 
Mstep: Class 10 contains 8068 members 
Mstep: Class 11 contains 9231 members 
Mstep: Class 13 contains 38303 members 
Mstep: Class 15 contains 176507 members 
Mstep: Class 16 contains 16390 members 
Mstep: Class 18 contains 71663 members 
Mstep: Class 19 contains 6679 members 
Mstep: Class 20 contains 128889 members 
Mstep: Class 21 contains 16638 members 
Mstep: Class 22 contains 106141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132605712.000000 Penalty: 54662.425781
Iteration 34Q: 17 clusters Score -1.326057e+08 nChanged 14279
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 42025 members 
Mstep: Class 2 contains 2557 members 
Mstep: Class 4 contains 159468 members 
Mstep: Class 6 contains 3864 members 
Mstep: Class 7 contains 2671 members 
Mstep: Class 9 contains 174672 members 
Mstep: Class 10 contains 7852 members 
Mstep: Class 11 contains 9650 members 
Mstep: Class 13 contains 38643 members 
Mstep: Class 15 contains 176619 members 
Mstep: Class 16 contains 16440 members 
Mstep: Class 18 contains 71788 members 
Mstep: Class 19 contains 6777 members 
Mstep: Class 20 contains 129541 members 
Mstep: Class 21 contains 16734 members 
Mstep: Class 22 contains 101706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132605792.000000 Penalty: 54662.425781
Iteration 35Q: 17 clusters Score -1.326058e+08 nChanged 15037
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 41837 members 
Mstep: Class 2 contains 2550 members 
Mstep: Class 4 contains 160104 members 
Mstep: Class 6 contains 3863 members 
Mstep: Class 7 contains 2671 members 
Mstep: Class 9 contains 176795 members 
Mstep: Class 10 contains 7628 members 
Mstep: Class 11 contains 10102 members 
Mstep: Class 13 contains 38965 members 
Mstep: Class 15 contains 176807 members 
Mstep: Class 16 contains 16489 members 
Mstep: Class 18 contains 71918 members 
Mstep: Class 19 contains 6888 members 
Mstep: Class 20 contains 130257 members 
Mstep: Class 21 contains 16858 members 
Mstep: Class 22 contains 97275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132604976.000000 Penalty: 54662.425781
Iteration 36Q: 17 clusters Score -1.32605e+08 nChanged 14944
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 2546 members 
Mstep: Class 4 contains 161174 members 
Mstep: Class 6 contains 3861 members 
Mstep: Class 7 contains 2671 members 
Mstep: Class 9 contains 178098 members 
Mstep: Class 10 contains 7418 members 
Mstep: Class 11 contains 10648 members 
Mstep: Class 13 contains 39335 members 
Mstep: Class 15 contains 176985 members 
Mstep: Class 16 contains 16554 members 
Mstep: Class 18 contains 71992 members 
Mstep: Class 19 contains 6999 members 
Mstep: Class 20 contains 131032 members 
Mstep: Class 21 contains 17020 members 
Mstep: Class 22 contains 93017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132604384.000000 Penalty: 54662.425781
Iteration 37Q: 17 clusters Score -1.326044e+08 nChanged 14312
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 2538 members 
Mstep: Class 4 contains 162851 members 
Mstep: Class 6 contains 3864 members 
Mstep: Class 7 contains 2671 members 
Mstep: Class 9 contains 178639 members 
Mstep: Class 10 contains 7201 members 
Mstep: Class 11 contains 11241 members 
Mstep: Class 13 contains 39731 members 
Mstep: Class 15 contains 177249 members 
Mstep: Class 16 contains 16631 members 
Mstep: Class 18 contains 72020 members 
Mstep: Class 19 contains 7103 members 
Mstep: Class 20 contains 131849 members 
Mstep: Class 21 contains 17188 members 
Mstep: Class 22 contains 88827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132603648.000000 Penalty: 54662.425781
Iteration 38Q: 17 clusters Score -1.326036e+08 nChanged 13243
Entering ConstructFrom: 
Score: -132603648.000000 Penalty: 54662.425781
Entering ConstructFrom: 
Trying to split cluster 1 (41232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41232 members 
Entering Unmasked Estep 
Score: -5826457.500000 Penalty: 2635.488525
	Iteration 0F: 2 clusters Score -5826458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -5798524.500000 Penalty: 5270.977051
	Iteration 0F: 3 clusters Score -5798524 nChanged 18931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -5808946.500000 Penalty: 5270.977051
	Iteration 1F: 3 clusters Score -5808946 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -5809458.500000 Penalty: 5270.977051
	Iteration 2Q: 3 clusters Score -5809458 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -5810108.000000 Penalty: 5270.977051
	Iteration 3Q: 3 clusters Score -5810108 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -5811139.500000 Penalty: 5270.977051
	Iteration 4Q: 3 clusters Score -5811140 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -5813019.000000 Penalty: 5270.977051
	Iteration 5F: 3 clusters Score -5813019 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -5816101.500000 Penalty: 5270.977051
	Iteration 6F: 3 clusters Score -5816102 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -5819832.000000 Penalty: 5270.977051
	Iteration 7F: 3 clusters Score -5819832 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -5823038.500000 Penalty: 5270.977051
	Iteration 8F: 3 clusters Score -5823038 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -5824962.500000 Penalty: 5270.977051
	Iteration 9Q: 3 clusters Score -5824962 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -5825778.500000 Penalty: 5270.977051
	Iteration 10Q: 3 clusters Score -5825778 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39485 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -5826138.000000 Penalty: 5270.977051
	Iteration 11Q: 3 clusters Score -5826138 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -5826282.500000 Penalty: 5270.977051
	Iteration 12Q: 3 clusters Score -5826282 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -5826296.500000 Penalty: 5270.977051
	Iteration 13Q: 3 clusters Score -5826296 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -5826337.000000 Penalty: 5270.977051
	Iteration 14Q: 3 clusters Score -5826337 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -5826354.500000 Penalty: 5270.977051
	Iteration 15Q: 3 clusters Score -5826354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5826369.500000 Penalty: 5270.977051
	Iteration 16Q: 3 clusters Score -5826370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -5826369.500000 Penalty: 5270.977051
	Iteration 17Q: 3 clusters Score -5826370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -5826368.000000 Penalty: 5270.977051
	Iteration 18Q: 3 clusters Score -5826368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -5826364.000000 Penalty: 5270.977051
	Iteration 19Q: 3 clusters Score -5826364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -5826366.000000 Penalty: 5270.977051
	Iteration 20F: 3 clusters Score -5826366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -5826372.500000 Penalty: 5270.977051
	Iteration 21Q: 3 clusters Score -5826372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -5826371.500000 Penalty: 5270.977051
	Iteration 22Q: 3 clusters Score -5826372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -5826371.500000 Penalty: 5270.977051
	Iteration 23F: 3 clusters Score -5826372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Entering Unmasked Estep 
Score: -333885.000000 Penalty: 1943.811279
	Iteration 0F: 2 clusters Score -333885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -330951.250000 Penalty: 3887.622559
	Iteration 0F: 3 clusters Score -330951.2 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -331622.656250 Penalty: 3887.622559
	Iteration 1F: 3 clusters Score -331622.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -332092.593750 Penalty: 3887.622559
	Iteration 2F: 3 clusters Score -332092.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -332897.343750 Penalty: 3887.622559
	Iteration 3F: 3 clusters Score -332897.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -333540.531250 Penalty: 3887.622559
	Iteration 4F: 3 clusters Score -333540.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -334143.593750 Penalty: 3887.622559
	Iteration 5F: 3 clusters Score -334143.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -334642.000000 Penalty: 3887.622559
	Iteration 6F: 3 clusters Score -334642 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -335010.750000 Penalty: 3887.622559
	Iteration 7Q: 3 clusters Score -335010.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -335361.281250 Penalty: 3887.622559
	Iteration 8Q: 3 clusters Score -335361.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -335607.218750 Penalty: 3887.622559
	Iteration 9Q: 3 clusters Score -335607.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -335784.437500 Penalty: 3887.622559
	Iteration 10Q: 3 clusters Score -335784.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -335825.875000 Penalty: 3887.622559
	Iteration 11Q: 3 clusters Score -335825.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -335838.843750 Penalty: 3887.622559
	Iteration 12Q: 3 clusters Score -335838.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -335841.000000 Penalty: 3887.622559
	Iteration 13Q: 3 clusters Score -335841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -335841.375000 Penalty: 3887.622559
	Iteration 14Q: 3 clusters Score -335841.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -335841.312500 Penalty: 3887.622559
	Iteration 15Q: 3 clusters Score -335841.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -335841.312500 Penalty: 3887.622559
	Iteration 16F: 3 clusters Score -335841.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 41232 members 
Mstep: Class 2 contains 1963 members 
Mstep: Class 3 contains 572 members 
Mstep: Class 4 contains 165103 members 
Mstep: Class 6 contains 3865 members 
Mstep: Class 7 contains 2671 members 
Mstep: Class 9 contains 178360 members 
Mstep: Class 10 contains 6975 members 
Mstep: Class 11 contains 11873 members 
Mstep: Class 13 contains 40091 members 
Mstep: Class 15 contains 177667 members 
Mstep: Class 16 contains 16679 members 
Mstep: Class 18 contains 72050 members 
Mstep: Class 19 contains 7186 members 
Mstep: Class 20 contains 132650 members 
Mstep: Class 21 contains 17405 members 
Mstep: Class 22 contains 84665 members 
Entering Unmasked Estep 
Score: -132603960.000000 Penalty: 58078.828125
Splitting cluster 2 changes total score from -132603648.000000 to -132603960.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 4 (165103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165103 members 
Entering Unmasked Estep 
Score: -23109212.000000 Penalty: 2979.552734
	Iteration 0F: 2 clusters Score -2.310921e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82952 members 
Mstep: Class 2 contains 82151 members 
Entering Unmasked Estep 
Score: -23002738.000000 Penalty: 5959.105469
	Iteration 0F: 3 clusters Score -2.300274e+07 nChanged 79025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89711 members 
Mstep: Class 2 contains 75392 members 
Entering Unmasked Estep 
Score: -23048928.000000 Penalty: 5959.105469
	Iteration 1F: 3 clusters Score -2.304893e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93549 members 
Mstep: Class 2 contains 71554 members 
Entering Unmasked Estep 
Score: -23050512.000000 Penalty: 5959.105469
	Iteration 2Q: 3 clusters Score -2.305051e+07 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99358 members 
Mstep: Class 2 contains 65745 members 
Entering Unmasked Estep 
Score: -23053320.000000 Penalty: 5959.105469
	Iteration 3Q: 3 clusters Score -2.305332e+07 nChanged 9045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107925 members 
Mstep: Class 2 contains 57178 members 
Entering Unmasked Estep 
Score: -23058414.000000 Penalty: 5959.105469
	Iteration 4F: 3 clusters Score -2.305841e+07 nChanged 11856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119553 members 
Mstep: Class 2 contains 45550 members 
Entering Unmasked Estep 
Score: -23067382.000000 Penalty: 5959.105469
	Iteration 5F: 3 clusters Score -2.306738e+07 nChanged 13573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132960 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -23079810.000000 Penalty: 5959.105469
	Iteration 6F: 3 clusters Score -2.307981e+07 nChanged 12575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145411 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -23092094.000000 Penalty: 5959.105469
	Iteration 7F: 3 clusters Score -2.309209e+07 nChanged 9004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154325 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -23101052.000000 Penalty: 5959.105469
	Iteration 8F: 3 clusters Score -2.310105e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159541 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -23104976.000000 Penalty: 5959.105469
	Iteration 9Q: 3 clusters Score -2.310498e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161899 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -23106516.000000 Penalty: 5959.105469
	Iteration 10Q: 3 clusters Score -2.310652e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162872 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -23107348.000000 Penalty: 5959.105469
	Iteration 11Q: 3 clusters Score -2.310735e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163283 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -23107788.000000 Penalty: 5959.105469
	Iteration 12Q: 3 clusters Score -2.310779e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163436 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -23108074.000000 Penalty: 5959.105469
	Iteration 13Q: 3 clusters Score -2.310807e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163482 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -23108326.000000 Penalty: 5959.105469
	Iteration 14Q: 3 clusters Score -2.310833e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163457 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -23108498.000000 Penalty: 5959.105469
	Iteration 15Q: 3 clusters Score -2.31085e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163439 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -23108542.000000 Penalty: 5959.105469
	Iteration 16Q: 3 clusters Score -2.310854e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163425 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -23108650.000000 Penalty: 5959.105469
	Iteration 17Q: 3 clusters Score -2.310865e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163388 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -23108726.000000 Penalty: 5959.105469
	Iteration 18Q: 3 clusters Score -2.310873e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163370 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -23108764.000000 Penalty: 5959.105469
	Iteration 19Q: 3 clusters Score -2.310876e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163364 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -23108810.000000 Penalty: 5959.105469
	Iteration 20F: 3 clusters Score -2.310881e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163344 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -23108826.000000 Penalty: 5959.105469
	Iteration 21Q: 3 clusters Score -2.310883e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163328 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -23108842.000000 Penalty: 5959.105469
	Iteration 22Q: 3 clusters Score -2.310884e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163319 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -23108854.000000 Penalty: 5959.105469
	Iteration 23Q: 3 clusters Score -2.310885e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163304 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -23108848.000000 Penalty: 5959.105469
	Iteration 24Q: 3 clusters Score -2.310885e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163292 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -23108864.000000 Penalty: 5959.105469
	Iteration 25Q: 3 clusters Score -2.310886e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163289 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -23108898.000000 Penalty: 5959.105469
	Iteration 26Q: 3 clusters Score -2.31089e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163285 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -23108882.000000 Penalty: 5959.105469
	Iteration 27Q: 3 clusters Score -2.310888e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163281 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -23108922.000000 Penalty: 5959.105469
	Iteration 28Q: 3 clusters Score -2.310892e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163274 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -23108912.000000 Penalty: 5959.105469
	Iteration 29Q: 3 clusters Score -2.310891e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163275 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -23108908.000000 Penalty: 5959.105469
	Iteration 30Q: 3 clusters Score -2.310891e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163279 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -23108914.000000 Penalty: 5959.105469
	Iteration 31Q: 3 clusters Score -2.310891e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163270 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -23108916.000000 Penalty: 5959.105469
	Iteration 32Q: 3 clusters Score -2.310892e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163261 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -23108916.000000 Penalty: 5959.105469
	Iteration 33Q: 3 clusters Score -2.310892e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163241 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -23108926.000000 Penalty: 5959.105469
	Iteration 34Q: 3 clusters Score -2.310893e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163230 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -23108958.000000 Penalty: 5959.105469
	Iteration 35Q: 3 clusters Score -2.310896e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163224 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -23108940.000000 Penalty: 5959.105469
	Iteration 36Q: 3 clusters Score -2.310894e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163221 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -23108946.000000 Penalty: 5959.105469
	Iteration 37Q: 3 clusters Score -2.310895e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163217 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -23108966.000000 Penalty: 5959.105469
	Iteration 38Q: 3 clusters Score -2.310897e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163211 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -23108974.000000 Penalty: 5959.105469
	Iteration 39Q: 3 clusters Score -2.310897e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163206 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -23108994.000000 Penalty: 5959.105469
	Iteration 40F: 3 clusters Score -2.310899e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163200 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -23109008.000000 Penalty: 5959.105469
	Iteration 41Q: 3 clusters Score -2.310901e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163194 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -23109008.000000 Penalty: 5959.105469
	Iteration 42Q: 3 clusters Score -2.310901e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163181 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -23109028.000000 Penalty: 5959.105469
	Iteration 43Q: 3 clusters Score -2.310903e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163173 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -23109034.000000 Penalty: 5959.105469
	Iteration 44Q: 3 clusters Score -2.310903e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163166 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -23109052.000000 Penalty: 5959.105469
	Iteration 45Q: 3 clusters Score -2.310905e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163149 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -23109072.000000 Penalty: 5959.105469
	Iteration 46Q: 3 clusters Score -2.310907e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163140 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -23109082.000000 Penalty: 5959.105469
	Iteration 47Q: 3 clusters Score -2.310908e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163132 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -23109080.000000 Penalty: 5959.105469
	Iteration 48Q: 3 clusters Score -2.310908e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163127 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -23109066.000000 Penalty: 5959.105469
	Iteration 49Q: 3 clusters Score -2.310907e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163121 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -23109064.000000 Penalty: 5959.105469
	Iteration 50Q: 3 clusters Score -2.310906e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163115 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -23109086.000000 Penalty: 5959.105469
	Iteration 51Q: 3 clusters Score -2.310909e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163101 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -23109076.000000 Penalty: 5959.105469
	Iteration 52Q: 3 clusters Score -2.310908e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163092 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -23109088.000000 Penalty: 5959.105469
	Iteration 53Q: 3 clusters Score -2.310909e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163078 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -23109120.000000 Penalty: 5959.105469
	Iteration 54Q: 3 clusters Score -2.310912e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163070 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -23109104.000000 Penalty: 5959.105469
	Iteration 55Q: 3 clusters Score -2.31091e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163060 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -23109148.000000 Penalty: 5959.105469
	Iteration 56Q: 3 clusters Score -2.310915e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163054 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -23109152.000000 Penalty: 5959.105469
	Iteration 57Q: 3 clusters Score -2.310915e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163047 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -23109152.000000 Penalty: 5959.105469
	Iteration 58Q: 3 clusters Score -2.310915e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163041 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -23109148.000000 Penalty: 5959.105469
	Iteration 59Q: 3 clusters Score -2.310915e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163042 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -23109156.000000 Penalty: 5959.105469
	Iteration 60F: 3 clusters Score -2.310916e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163038 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -23109146.000000 Penalty: 5959.105469
	Iteration 61Q: 3 clusters Score -2.310915e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163029 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -23109150.000000 Penalty: 5959.105469
	Iteration 62Q: 3 clusters Score -2.310915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163025 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -23109172.000000 Penalty: 5959.105469
	Iteration 63Q: 3 clusters Score -2.310917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163023 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -23109170.000000 Penalty: 5959.105469
	Iteration 64Q: 3 clusters Score -2.310917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163021 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -23109170.000000 Penalty: 5959.105469
	Iteration 65Q: 3 clusters Score -2.310917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163015 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -23109164.000000 Penalty: 5959.105469
	Iteration 66Q: 3 clusters Score -2.310916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163013 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -23109172.000000 Penalty: 5959.105469
	Iteration 67Q: 3 clusters Score -2.310917e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163010 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -23109194.000000 Penalty: 5959.105469
	Iteration 68Q: 3 clusters Score -2.310919e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163012 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -23109192.000000 Penalty: 5959.105469
	Iteration 69Q: 3 clusters Score -2.310919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163010 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -23109196.000000 Penalty: 5959.105469
	Iteration 70Q: 3 clusters Score -2.31092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163008 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -23109194.000000 Penalty: 5959.105469
	Iteration 71Q: 3 clusters Score -2.310919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163006 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -23109200.000000 Penalty: 5959.105469
	Iteration 72Q: 3 clusters Score -2.31092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163003 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -23109192.000000 Penalty: 5959.105469
	Iteration 73Q: 3 clusters Score -2.310919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163002 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -23109194.000000 Penalty: 5959.105469
	Iteration 74Q: 3 clusters Score -2.310919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163000 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -23109200.000000 Penalty: 5959.105469
	Iteration 75Q: 3 clusters Score -2.31092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163000 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -23109184.000000 Penalty: 5959.105469
	Iteration 76Q: 3 clusters Score -2.310918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163001 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -23109176.000000 Penalty: 5959.105469
	Iteration 77Q: 3 clusters Score -2.310918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163002 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -23109182.000000 Penalty: 5959.105469
	Iteration 78Q: 3 clusters Score -2.310918e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163002 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -23109182.000000 Penalty: 5959.105469
	Iteration 79F: 3 clusters Score -2.310918e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Entering Unmasked Estep 
Score: -532495.187500 Penalty: 2048.409912
	Iteration 0F: 2 clusters Score -532495.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -528679.625000 Penalty: 4096.819824
	Iteration 0F: 3 clusters Score -528679.6 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -529517.125000 Penalty: 4096.819824
	Iteration 1F: 3 clusters Score -529517.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -529684.750000 Penalty: 4096.819824
	Iteration 2F: 3 clusters Score -529684.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -529802.437500 Penalty: 4096.819824
	Iteration 3F: 3 clusters Score -529802.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -529871.000000 Penalty: 4096.819824
	Iteration 4Q: 3 clusters Score -529871 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -529924.375000 Penalty: 4096.819824
	Iteration 5Q: 3 clusters Score -529924.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -529968.062500 Penalty: 4096.819824
	Iteration 6Q: 3 clusters Score -529968.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -529999.625000 Penalty: 4096.819824
	Iteration 7Q: 3 clusters Score -529999.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -530025.937500 Penalty: 4096.819824
	Iteration 8Q: 3 clusters Score -530025.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -530056.250000 Penalty: 4096.819824
	Iteration 9Q: 3 clusters Score -530056.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -530080.250000 Penalty: 4096.819824
	Iteration 10Q: 3 clusters Score -530080.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -530103.562500 Penalty: 4096.819824
	Iteration 11Q: 3 clusters Score -530103.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -530124.000000 Penalty: 4096.819824
	Iteration 12Q: 3 clusters Score -530124 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -530149.750000 Penalty: 4096.819824
	Iteration 13Q: 3 clusters Score -530149.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -530169.250000 Penalty: 4096.819824
	Iteration 14Q: 3 clusters Score -530169.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -530200.812500 Penalty: 4096.819824
	Iteration 15Q: 3 clusters Score -530200.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -530232.500000 Penalty: 4096.819824
	Iteration 16Q: 3 clusters Score -530232.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -530261.750000 Penalty: 4096.819824
	Iteration 17Q: 3 clusters Score -530261.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -530292.062500 Penalty: 4096.819824
	Iteration 18Q: 3 clusters Score -530292.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -530332.687500 Penalty: 4096.819824
	Iteration 19Q: 3 clusters Score -530332.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -530368.375000 Penalty: 4096.819824
	Iteration 20F: 3 clusters Score -530368.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -530410.125000 Penalty: 4096.819824
	Iteration 21Q: 3 clusters Score -530410.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -530455.687500 Penalty: 4096.819824
	Iteration 22Q: 3 clusters Score -530455.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -530504.250000 Penalty: 4096.819824
	Iteration 23Q: 3 clusters Score -530504.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -530567.125000 Penalty: 4096.819824
	Iteration 24Q: 3 clusters Score -530567.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -530636.062500 Penalty: 4096.819824
	Iteration 25Q: 3 clusters Score -530636.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -530733.437500 Penalty: 4096.819824
	Iteration 26Q: 3 clusters Score -530733.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -530862.250000 Penalty: 4096.819824
	Iteration 27Q: 3 clusters Score -530862.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -531000.250000 Penalty: 4096.819824
	Iteration 28Q: 3 clusters Score -531000.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -531148.562500 Penalty: 4096.819824
	Iteration 29Q: 3 clusters Score -531148.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -531284.125000 Penalty: 4096.819824
	Iteration 30Q: 3 clusters Score -531284.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -531392.875000 Penalty: 4096.819824
	Iteration 31Q: 3 clusters Score -531392.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -531471.312500 Penalty: 4096.819824
	Iteration 32Q: 3 clusters Score -531471.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -531531.750000 Penalty: 4096.819824
	Iteration 33Q: 3 clusters Score -531531.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -531589.437500 Penalty: 4096.819824
	Iteration 34Q: 3 clusters Score -531589.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -531655.437500 Penalty: 4096.819824
	Iteration 35Q: 3 clusters Score -531655.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -531714.687500 Penalty: 4096.819824
	Iteration 36Q: 3 clusters Score -531714.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -531747.250000 Penalty: 4096.819824
	Iteration 37Q: 3 clusters Score -531747.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -531778.562500 Penalty: 4096.819824
	Iteration 38Q: 3 clusters Score -531778.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -531801.812500 Penalty: 4096.819824
	Iteration 39Q: 3 clusters Score -531801.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -531821.625000 Penalty: 4096.819824
	Iteration 40F: 3 clusters Score -531821.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -531836.937500 Penalty: 4096.819824
	Iteration 41Q: 3 clusters Score -531836.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -531850.000000 Penalty: 4096.819824
	Iteration 42Q: 3 clusters Score -531850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -531862.375000 Penalty: 4096.819824
	Iteration 43Q: 3 clusters Score -531862.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -531869.875000 Penalty: 4096.819824
	Iteration 44Q: 3 clusters Score -531869.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -531875.812500 Penalty: 4096.819824
	Iteration 45Q: 3 clusters Score -531875.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -531880.312500 Penalty: 4096.819824
	Iteration 46Q: 3 clusters Score -531880.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -531884.312500 Penalty: 4096.819824
	Iteration 47Q: 3 clusters Score -531884.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -531886.187500 Penalty: 4096.819824
	Iteration 48Q: 3 clusters Score -531886.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -531887.437500 Penalty: 4096.819824
	Iteration 49Q: 3 clusters Score -531887.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -531890.187500 Penalty: 4096.819824
	Iteration 50Q: 3 clusters Score -531890.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -531890.875000 Penalty: 4096.819824
	Iteration 51Q: 3 clusters Score -531890.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -531892.125000 Penalty: 4096.819824
	Iteration 52Q: 3 clusters Score -531892.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -531892.375000 Penalty: 4096.819824
	Iteration 53Q: 3 clusters Score -531892.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -531892.375000 Penalty: 4096.819824
	Iteration 54F: 3 clusters Score -531892.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Entering Unmasked Estep 
Score: -261014.625000 Penalty: 1956.771606
	Iteration 0F: 2 clusters Score -261014.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -258573.000000 Penalty: 3913.543213
	Iteration 0F: 3 clusters Score -258573 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -263338.500000 Penalty: 3913.543213
	Iteration 1F: 3 clusters Score -263338.5 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -267172.937500 Penalty: 3913.543213
	Iteration 2F: 3 clusters Score -267172.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -269463.218750 Penalty: 3913.543213
	Iteration 3F: 3 clusters Score -269463.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -271998.093750 Penalty: 3913.543213
	Iteration 4F: 3 clusters Score -271998.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -276473.906250 Penalty: 3913.543213
	Iteration 5F: 3 clusters Score -276473.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -277977.843750 Penalty: 3913.543213
	Iteration 6Q: 3 clusters Score -277977.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -278137.843750 Penalty: 3913.543213
	Iteration 7Q: 3 clusters Score -278137.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -278177.125000 Penalty: 3913.543213
	Iteration 8Q: 3 clusters Score -278177.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -278196.375000 Penalty: 3913.543213
	Iteration 9Q: 3 clusters Score -278196.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -278218.625000 Penalty: 3913.543213
	Iteration 10Q: 3 clusters Score -278218.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -278238.250000 Penalty: 3913.543213
	Iteration 11Q: 3 clusters Score -278238.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -278241.812500 Penalty: 3913.543213
	Iteration 12Q: 3 clusters Score -278241.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -278318.781250 Penalty: 3913.543213
	Iteration 13F: 3 clusters Score -278318.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -278621.937500 Penalty: 3913.543213
	Iteration 14Q: 3 clusters Score -278621.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -278966.687500 Penalty: 3913.543213
	Iteration 15Q: 3 clusters Score -278966.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -279200.750000 Penalty: 3913.543213
	Iteration 16Q: 3 clusters Score -279200.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -279576.562500 Penalty: 3913.543213
	Iteration 17Q: 3 clusters Score -279576.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -279880.000000 Penalty: 3913.543213
	Iteration 18Q: 3 clusters Score -279880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -279951.437500 Penalty: 3913.543213
	Iteration 19Q: 3 clusters Score -279951.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -279954.906250 Penalty: 3913.543213
	Iteration 20F: 3 clusters Score -279954.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 41232 members 
Mstep: Class 2 contains 1963 members 
Mstep: Class 3 contains 572 members 
Mstep: Class 4 contains 165103 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 3865 members 
Mstep: Class 7 contains 1336 members 
Mstep: Class 9 contains 178360 members 
Mstep: Class 10 contains 6975 members 
Mstep: Class 11 contains 11873 members 
Mstep: Class 13 contains 40091 members 
Mstep: Class 15 contains 177667 members 
Mstep: Class 16 contains 16679 members 
Mstep: Class 18 contains 72050 members 
Mstep: Class 19 contains 7186 members 
Mstep: Class 20 contains 132650 members 
Mstep: Class 21 contains 17405 members 
Mstep: Class 22 contains 84665 members 
Entering Unmasked Estep 
Score: -132621488.000000 Penalty: 61495.230469
Splitting cluster 7 changes total score from -132603648.000000 to -132621488.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 9 (178360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178360 members 
Entering Unmasked Estep 
Score: -24985044.000000 Penalty: 2998.706787
	Iteration 0F: 2 clusters Score -2.498504e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89137 members 
Mstep: Class 2 contains 89223 members 
Entering Unmasked Estep 
Score: -24883006.000000 Penalty: 5997.413574
	Iteration 0F: 3 clusters Score -2.488301e+07 nChanged 85643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88468 members 
Mstep: Class 2 contains 89892 members 
Entering Unmasked Estep 
Score: -24932942.000000 Penalty: 5997.413574
	Iteration 1F: 3 clusters Score -2.493294e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88381 members 
Mstep: Class 2 contains 89979 members 
Entering Unmasked Estep 
Score: -24934078.000000 Penalty: 5997.413574
	Iteration 2Q: 3 clusters Score -2.493408e+07 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88256 members 
Mstep: Class 2 contains 90104 members 
Entering Unmasked Estep 
Score: -24935708.000000 Penalty: 5997.413574
	Iteration 3Q: 3 clusters Score -2.493571e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88136 members 
Mstep: Class 2 contains 90224 members 
Entering Unmasked Estep 
Score: -24937762.000000 Penalty: 5997.413574
	Iteration 4Q: 3 clusters Score -2.493776e+07 nChanged 7247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88147 members 
Mstep: Class 2 contains 90213 members 
Entering Unmasked Estep 
Score: -24940660.000000 Penalty: 5997.413574
	Iteration 5Q: 3 clusters Score -2.494066e+07 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88638 members 
Mstep: Class 2 contains 89722 members 
Entering Unmasked Estep 
Score: -24945088.000000 Penalty: 5997.413574
	Iteration 6Q: 3 clusters Score -2.494509e+07 nChanged 10161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89743 members 
Mstep: Class 2 contains 88617 members 
Entering Unmasked Estep 
Score: -24951418.000000 Penalty: 5997.413574
	Iteration 7F: 3 clusters Score -2.495142e+07 nChanged 11681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92032 members 
Mstep: Class 2 contains 86328 members 
Entering Unmasked Estep 
Score: -24959062.000000 Penalty: 5997.413574
	Iteration 8F: 3 clusters Score -2.495906e+07 nChanged 11633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95153 members 
Mstep: Class 2 contains 83207 members 
Entering Unmasked Estep 
Score: -24966990.000000 Penalty: 5997.413574
	Iteration 9F: 3 clusters Score -2.496699e+07 nChanged 10111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98522 members 
Mstep: Class 2 contains 79838 members 
Entering Unmasked Estep 
Score: -24972504.000000 Penalty: 5997.413574
	Iteration 10F: 3 clusters Score -2.49725e+07 nChanged 7461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101547 members 
Mstep: Class 2 contains 76813 members 
Entering Unmasked Estep 
Score: -24975488.000000 Penalty: 5997.413574
	Iteration 11Q: 3 clusters Score -2.497549e+07 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104521 members 
Mstep: Class 2 contains 73839 members 
Entering Unmasked Estep 
Score: -24976796.000000 Penalty: 5997.413574
	Iteration 12Q: 3 clusters Score -2.49768e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107689 members 
Mstep: Class 2 contains 70671 members 
Entering Unmasked Estep 
Score: -24977700.000000 Penalty: 5997.413574
	Iteration 13Q: 3 clusters Score -2.49777e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110990 members 
Mstep: Class 2 contains 67370 members 
Entering Unmasked Estep 
Score: -24978264.000000 Penalty: 5997.413574
	Iteration 14Q: 3 clusters Score -2.497826e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114259 members 
Mstep: Class 2 contains 64101 members 
Entering Unmasked Estep 
Score: -24978654.000000 Penalty: 5997.413574
	Iteration 15Q: 3 clusters Score -2.497865e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117519 members 
Mstep: Class 2 contains 60841 members 
Entering Unmasked Estep 
Score: -24979198.000000 Penalty: 5997.413574
	Iteration 16Q: 3 clusters Score -2.49792e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120626 members 
Mstep: Class 2 contains 57734 members 
Entering Unmasked Estep 
Score: -24979658.000000 Penalty: 5997.413574
	Iteration 17Q: 3 clusters Score -2.497966e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123626 members 
Mstep: Class 2 contains 54734 members 
Entering Unmasked Estep 
Score: -24980108.000000 Penalty: 5997.413574
	Iteration 18Q: 3 clusters Score -2.498011e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126532 members 
Mstep: Class 2 contains 51828 members 
Entering Unmasked Estep 
Score: -24980386.000000 Penalty: 5997.413574
	Iteration 19Q: 3 clusters Score -2.498039e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129299 members 
Mstep: Class 2 contains 49061 members 
Entering Unmasked Estep 
Score: -24980704.000000 Penalty: 5997.413574
	Iteration 20F: 3 clusters Score -2.49807e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131908 members 
Mstep: Class 2 contains 46452 members 
Entering Unmasked Estep 
Score: -24981048.000000 Penalty: 5997.413574
	Iteration 21Q: 3 clusters Score -2.498105e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134418 members 
Mstep: Class 2 contains 43942 members 
Entering Unmasked Estep 
Score: -24981302.000000 Penalty: 5997.413574
	Iteration 22Q: 3 clusters Score -2.49813e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136772 members 
Mstep: Class 2 contains 41588 members 
Entering Unmasked Estep 
Score: -24981280.000000 Penalty: 5997.413574
	Iteration 23Q: 3 clusters Score -2.498128e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139024 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -24981592.000000 Penalty: 5997.413574
	Iteration 24Q: 3 clusters Score -2.498159e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141244 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -24981876.000000 Penalty: 5997.413574
	Iteration 25Q: 3 clusters Score -2.498188e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143386 members 
Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
Score: -24982130.000000 Penalty: 5997.413574
	Iteration 26Q: 3 clusters Score -2.498213e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145451 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -24982492.000000 Penalty: 5997.413574
	Iteration 27Q: 3 clusters Score -2.498249e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147441 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -24982692.000000 Penalty: 5997.413574
	Iteration 28Q: 3 clusters Score -2.498269e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149352 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -24983120.000000 Penalty: 5997.413574
	Iteration 29Q: 3 clusters Score -2.498312e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151237 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -24983544.000000 Penalty: 5997.413574
	Iteration 30Q: 3 clusters Score -2.498354e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153119 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -24983818.000000 Penalty: 5997.413574
	Iteration 31Q: 3 clusters Score -2.498382e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155035 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -24984696.000000 Penalty: 5997.413574
	Iteration 32Q: 3 clusters Score -2.49847e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156939 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -24985392.000000 Penalty: 5997.413574
	Iteration 33Q: 3 clusters Score -2.498539e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158690 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -24985904.000000 Penalty: 5997.413574
	Iteration 34Q: 3 clusters Score -2.49859e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160321 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -24986242.000000 Penalty: 5997.413574
	Iteration 35Q: 3 clusters Score -2.498624e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161782 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -24986508.000000 Penalty: 5997.413574
	Iteration 36Q: 3 clusters Score -2.498651e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163091 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -24986680.000000 Penalty: 5997.413574
	Iteration 37Q: 3 clusters Score -2.498668e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164276 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -24986808.000000 Penalty: 5997.413574
	Iteration 38Q: 3 clusters Score -2.498681e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165390 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -24986964.000000 Penalty: 5997.413574
	Iteration 39Q: 3 clusters Score -2.498696e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166340 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -24986916.000000 Penalty: 5997.413574
	Iteration 40F: 3 clusters Score -2.498692e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167251 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -24986960.000000 Penalty: 5997.413574
	Iteration 41Q: 3 clusters Score -2.498696e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168053 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -24986970.000000 Penalty: 5997.413574
	Iteration 42Q: 3 clusters Score -2.498697e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168758 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -24986836.000000 Penalty: 5997.413574
	Iteration 43Q: 3 clusters Score -2.498684e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169381 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -24986944.000000 Penalty: 5997.413574
	Iteration 44Q: 3 clusters Score -2.498694e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169906 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -24987006.000000 Penalty: 5997.413574
	Iteration 45Q: 3 clusters Score -2.498701e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170371 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -24987052.000000 Penalty: 5997.413574
	Iteration 46Q: 3 clusters Score -2.498705e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170796 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2.498706e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171173 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -24987074.000000 Penalty: 5997.413574
	Iteration 48Q: 3 clusters Score -2.498707e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171491 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -24986984.000000 Penalty: 5997.413574
	Iteration 49Q: 3 clusters Score -2.498698e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171757 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -24986900.000000 Penalty: 5997.413574
	Iteration 50Q: 3 clusters Score -2.49869e+07 nChanged 232
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171985 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -24986834.000000 Penalty: 5997.413574
	Iteration 51Q: 3 clusters Score -2.498683e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172182 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -24986822.000000 Penalty: 5997.413574
	Iteration 52Q: 3 clusters Score -2.498682e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172338 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2.498677e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172500 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2.49867e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172623 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -24986682.000000 Penalty: 5997.413574
	Iteration 55Q: 3 clusters Score -2.498668e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172739 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2.49867e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172811 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2.498669e+07 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 172884 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2.498666e+07 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 172937 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2.498663e+07 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 172978 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -24986616.000000 Penalty: 5997.413574
	Iteration 60F: 3 clusters Score -2.498662e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173013 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -24986624.000000 Penalty: 5997.413574
	Iteration 61Q: 3 clusters Score -2.498662e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173051 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -24986608.000000 Penalty: 5997.413574
	Iteration 62Q: 3 clusters Score -2.498661e+07 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 173080 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2.498656e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173113 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -24986564.000000 Penalty: 5997.413574
	Iteration 64Q: 3 clusters Score -2.498656e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173151 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -24986514.000000 Penalty: 5997.413574
	Iteration 65Q: 3 clusters Score -2.498651e+07 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 173187 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -24986538.000000 Penalty: 5997.413574
	Iteration 66Q: 3 clusters Score -2.498654e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173222 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -24986530.000000 Penalty: 5997.413574
	Iteration 67Q: 3 clusters Score -2.498653e+07 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 173251 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -24986532.000000 Penalty: 5997.413574
	Iteration 68Q: 3 clusters Score -2.498653e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173274 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2.498653e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173290 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -24986528.000000 Penalty: 5997.413574
	Iteration 70Q: 3 clusters Score -2.498653e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173310 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2.498651e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173332 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -24986522.000000 Penalty: 5997.413574
	Iteration 72Q: 3 clusters Score -2.498652e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173356 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -24986496.000000 Penalty: 5997.413574
	Iteration 73Q: 3 clusters Score -2.49865e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173378 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -24986488.000000 Penalty: 5997.413574
	Iteration 74Q: 3 clusters Score -2.498649e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173400 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2.498649e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173427 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -24986480.000000 Penalty: 5997.413574
	Iteration 76Q: 3 clusters Score -2.498648e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173456 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -24986484.000000 Penalty: 5997.413574
	Iteration 77Q: 3 clusters Score -2.498648e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173487 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -24986460.000000 Penalty: 5997.413574
	Iteration 78Q: 3 clusters Score -2.498646e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173516 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -24986466.000000 Penalty: 5997.413574
	Iteration 79Q: 3 clusters Score -2.498647e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173549 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -24986462.000000 Penalty: 5997.413574
	Iteration 80F: 3 clusters Score -2.498646e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173583 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -24986444.000000 Penalty: 5997.413574
	Iteration 81Q: 3 clusters Score -2.498644e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173604 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -24986442.000000 Penalty: 5997.413574
	Iteration 82Q: 3 clusters Score -2.498644e+07 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 173629 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -24986402.000000 Penalty: 5997.413574
	Iteration 83Q: 3 clusters Score -2.49864e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173652 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -24986410.000000 Penalty: 5997.413574
	Iteration 84Q: 3 clusters Score -2.498641e+07 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 173680 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2.498641e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173707 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -24986394.000000 Penalty: 5997.413574
	Iteration 86Q: 3 clusters Score -2.498639e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173724 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -24986380.000000 Penalty: 5997.413574
	Iteration 87Q: 3 clusters Score -2.498638e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173745 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -24986362.000000 Penalty: 5997.413574
	Iteration 88Q: 3 clusters Score -2.498636e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173761 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -24986350.000000 Penalty: 5997.413574
	Iteration 89Q: 3 clusters Score -2.498635e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173775 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -24986346.000000 Penalty: 5997.413574
	Iteration 90Q: 3 clusters Score -2.498635e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173787 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -24986340.000000 Penalty: 5997.413574
	Iteration 91Q: 3 clusters Score -2.498634e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173800 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -24986334.000000 Penalty: 5997.413574
	Iteration 92Q: 3 clusters Score -2.498633e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173808 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -24986324.000000 Penalty: 5997.413574
	Iteration 93Q: 3 clusters Score -2.498632e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173814 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -24986326.000000 Penalty: 5997.413574
	Iteration 94Q: 3 clusters Score -2.498633e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173824 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -24986320.000000 Penalty: 5997.413574
	Iteration 95Q: 3 clusters Score -2.498632e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173832 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -24986306.000000 Penalty: 5997.413574
	Iteration 96Q: 3 clusters Score -2.498631e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173842 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -24986308.000000 Penalty: 5997.413574
	Iteration 97Q: 3 clusters Score -2.498631e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173852 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -24986276.000000 Penalty: 5997.413574
	Iteration 98Q: 3 clusters Score -2.498628e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173868 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -24986278.000000 Penalty: 5997.413574
	Iteration 99Q: 3 clusters Score -2.498628e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173880 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -24986270.000000 Penalty: 5997.413574
	Iteration 100F: 3 clusters Score -2.498627e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173890 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -24986272.000000 Penalty: 5997.413574
	Iteration 101Q: 3 clusters Score -2.498627e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173898 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -24986280.000000 Penalty: 5997.413574
	Iteration 102Q: 3 clusters Score -2.498628e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 173907 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -24986278.000000 Penalty: 5997.413574
	Iteration 103Q: 3 clusters Score -2.498628e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173919 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -24986270.000000 Penalty: 5997.413574
	Iteration 104Q: 3 clusters Score -2.498627e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 173928 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2.498626e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173939 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -24986242.000000 Penalty: 5997.413574
	Iteration 106Q: 3 clusters Score -2.498624e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173950 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -24986232.000000 Penalty: 5997.413574
	Iteration 107Q: 3 clusters Score -2.498623e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173961 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -24986228.000000 Penalty: 5997.413574
	Iteration 108Q: 3 clusters Score -2.498623e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173975 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -24986192.000000 Penalty: 5997.413574
	Iteration 109Q: 3 clusters Score -2.498619e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173984 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -24986180.000000 Penalty: 5997.413574
	Iteration 110Q: 3 clusters Score -2.498618e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173992 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -24986200.000000 Penalty: 5997.413574
	Iteration 111Q: 3 clusters Score -2.49862e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173999 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -24986188.000000 Penalty: 5997.413574
	Iteration 112Q: 3 clusters Score -2.498619e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174006 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -24986182.000000 Penalty: 5997.413574
	Iteration 113Q: 3 clusters Score -2.498618e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174014 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -24986196.000000 Penalty: 5997.413574
	Iteration 114Q: 3 clusters Score -2.49862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174018 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -24986190.000000 Penalty: 5997.413574
	Iteration 115Q: 3 clusters Score -2.498619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174023 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -24986184.000000 Penalty: 5997.413574
	Iteration 116Q: 3 clusters Score -2.498618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174026 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -24986194.000000 Penalty: 5997.413574
	Iteration 117Q: 3 clusters Score -2.498619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174028 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2.498619e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174030 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2.498619e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174030 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2.498619e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 41232 members 
Mstep: Class 2 contains 1963 members 
Mstep: Class 3 contains 572 members 
Mstep: Class 4 contains 165103 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 3865 members 
Mstep: Class 7 contains 1336 members 
Mstep: Class 8 contains 4330 members 
Mstep: Class 9 contains 174030 members 
Mstep: Class 10 contains 6975 members 
Mstep: Class 11 contains 11873 members 
Mstep: Class 13 contains 40091 members 
Mstep: Class 15 contains 177667 members 
Mstep: Class 16 contains 16679 members 
Mstep: Class 18 contains 72050 members 
Mstep: Class 19 contains 7186 members 
Mstep: Class 20 contains 132650 members 
Mstep: Class 21 contains 17405 members 
Mstep: Class 22 contains 84665 members 
Entering Unmasked Estep 
Score: -132622568.000000 Penalty: 64911.632812
Splitting cluster 9 changes total score from -132603648.000000 to -132622568.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 10 (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: -991210.187500 Penalty: 2194.821533
	Iteration 0F: 2 clusters Score -991210.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -985472.187500 Penalty: 4389.643066
	Iteration 0F: 3 clusters Score -985472.2 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -986956.812500 Penalty: 4389.643066
	Iteration 1F: 3 clusters Score -986956.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -987180.375000 Penalty: 4389.643066
	Iteration 2F: 3 clusters Score -987180.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -987326.812500 Penalty: 4389.643066
	Iteration 3Q: 3 clusters Score -987326.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -987453.000000 Penalty: 4389.643066
	Iteration 4Q: 3 clusters Score -987453 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -987561.250000 Penalty: 4389.643066
	Iteration 5Q: 3 clusters Score -987561.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -987675.562500 Penalty: 4389.643066
	Iteration 6Q: 3 clusters Score -987675.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -987787.937500 Penalty: 4389.643066
	Iteration 7Q: 3 clusters Score -987787.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -987900.312500 Penalty: 4389.643066
	Iteration 8Q: 3 clusters Score -987900.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -988002.250000 Penalty: 4389.643066
	Iteration 9Q: 3 clusters Score -988002.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -988110.062500 Penalty: 4389.643066
	Iteration 10Q: 3 clusters Score -988110.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -988219.875000 Penalty: 4389.643066
	Iteration 11Q: 3 clusters Score -988219.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -988342.750000 Penalty: 4389.643066
	Iteration 12Q: 3 clusters Score -988342.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -988461.000000 Penalty: 4389.643066
	Iteration 13Q: 3 clusters Score -988461 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -988569.875000 Penalty: 4389.643066
	Iteration 14Q: 3 clusters Score -988569.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -988669.250000 Penalty: 4389.643066
	Iteration 15Q: 3 clusters Score -988669.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -988764.125000 Penalty: 4389.643066
	Iteration 16Q: 3 clusters Score -988764.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -988843.875000 Penalty: 4389.643066
	Iteration 17Q: 3 clusters Score -988843.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -988917.250000 Penalty: 4389.643066
	Iteration 18Q: 3 clusters Score -988917.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -988980.875000 Penalty: 4389.643066
	Iteration 19Q: 3 clusters Score -988980.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -989033.937500 Penalty: 4389.643066
	Iteration 20F: 3 clusters Score -989033.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -989078.750000 Penalty: 4389.643066
	Iteration 21Q: 3 clusters Score -989078.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -989114.937500 Penalty: 4389.643066
	Iteration 22Q: 3 clusters Score -989114.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -989148.187500 Penalty: 4389.643066
	Iteration 23Q: 3 clusters Score -989148.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -989172.500000 Penalty: 4389.643066
	Iteration 24Q: 3 clusters Score -989172.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -989185.812500 Penalty: 4389.643066
	Iteration 25Q: 3 clusters Score -989185.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -989191.500000 Penalty: 4389.643066
	Iteration 26Q: 3 clusters Score -989191.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -989193.562500 Penalty: 4389.643066
	Iteration 27Q: 3 clusters Score -989193.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -989198.500000 Penalty: 4389.643066
	Iteration 28Q: 3 clusters Score -989198.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -989203.375000 Penalty: 4389.643066
	Iteration 29Q: 3 clusters Score -989203.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -989209.500000 Penalty: 4389.643066
	Iteration 30Q: 3 clusters Score -989209.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -989213.937500 Penalty: 4389.643066
	Iteration 31Q: 3 clusters Score -989213.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -989220.000000 Penalty: 4389.643066
	Iteration 32Q: 3 clusters Score -989220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -989223.562500 Penalty: 4389.643066
	Iteration 33Q: 3 clusters Score -989223.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -989229.000000 Penalty: 4389.643066
	Iteration 34Q: 3 clusters Score -989229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -989230.312500 Penalty: 4389.643066
	Iteration 35Q: 3 clusters Score -989230.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -989232.562500 Penalty: 4389.643066
	Iteration 36Q: 3 clusters Score -989232.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -989234.562500 Penalty: 4389.643066
	Iteration 37Q: 3 clusters Score -989234.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -989239.500000 Penalty: 4389.643066
	Iteration 38Q: 3 clusters Score -989239.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -989240.000000 Penalty: 4389.643066
	Iteration 39Q: 3 clusters Score -989240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -989241.312500 Penalty: 4389.643066
	Iteration 40F: 3 clusters Score -989241.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -989243.750000 Penalty: 4389.643066
	Iteration 41Q: 3 clusters Score -989243.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -989243.687500 Penalty: 4389.643066
	Iteration 42Q: 3 clusters Score -989243.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -989244.000000 Penalty: 4389.643066
	Iteration 43Q: 3 clusters Score -989244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -989244.937500 Penalty: 4389.643066
	Iteration 44Q: 3 clusters Score -989244.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -989244.937500 Penalty: 4389.643066
	Iteration 45F: 3 clusters Score -989244.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Entering Unmasked Estep 
Score: -1685079.500000 Penalty: 2326.741455
	Iteration 0F: 2 clusters Score -1685080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1676216.500000 Penalty: 4653.482910
	Iteration 0F: 3 clusters Score -1676216 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1678959.000000 Penalty: 4653.482910
	Iteration 1F: 3 clusters Score -1678959 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1679326.625000 Penalty: 4653.482910
	Iteration 2F: 3 clusters Score -1679327 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1679618.500000 Penalty: 4653.482910
	Iteration 3F: 3 clusters Score -1679618 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1679928.000000 Penalty: 4653.482910
	Iteration 4Q: 3 clusters Score -1679928 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1680202.750000 Penalty: 4653.482910
	Iteration 5Q: 3 clusters Score -1680203 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1680458.625000 Penalty: 4653.482910
	Iteration 6Q: 3 clusters Score -1680459 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1680740.750000 Penalty: 4653.482910
	Iteration 7Q: 3 clusters Score -1680741 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1681024.875000 Penalty: 4653.482910
	Iteration 8Q: 3 clusters Score -1681025 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1681327.250000 Penalty: 4653.482910
	Iteration 9Q: 3 clusters Score -1681327 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1681639.000000 Penalty: 4653.482910
	Iteration 10Q: 3 clusters Score -1681639 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1681963.250000 Penalty: 4653.482910
	Iteration 11Q: 3 clusters Score -1681963 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1682291.250000 Penalty: 4653.482910
	Iteration 12Q: 3 clusters Score -1682291 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1682609.125000 Penalty: 4653.482910
	Iteration 13Q: 3 clusters Score -1682609 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1682891.250000 Penalty: 4653.482910
	Iteration 14Q: 3 clusters Score -1682891 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1683121.250000 Penalty: 4653.482910
	Iteration 15Q: 3 clusters Score -1683121 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1683310.250000 Penalty: 4653.482910
	Iteration 16Q: 3 clusters Score -1683310 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1683482.000000 Penalty: 4653.482910
	Iteration 17Q: 3 clusters Score -1683482 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1683638.500000 Penalty: 4653.482910
	Iteration 18Q: 3 clusters Score -1683638 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1683750.750000 Penalty: 4653.482910
	Iteration 19Q: 3 clusters Score -1683751 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1683837.250000 Penalty: 4653.482910
	Iteration 20F: 3 clusters Score -1683837 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1683896.875000 Penalty: 4653.482910
	Iteration 21Q: 3 clusters Score -1683897 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1683966.625000 Penalty: 4653.482910
	Iteration 22Q: 3 clusters Score -1683967 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1684013.375000 Penalty: 4653.482910
	Iteration 23Q: 3 clusters Score -1684013 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1684047.125000 Penalty: 4653.482910
	Iteration 24Q: 3 clusters Score -1684047 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1684063.000000 Penalty: 4653.482910
	Iteration 25Q: 3 clusters Score -1684063 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1684082.250000 Penalty: 4653.482910
	Iteration 26Q: 3 clusters Score -1684082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1684093.500000 Penalty: 4653.482910
	Iteration 27Q: 3 clusters Score -1684094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1684099.125000 Penalty: 4653.482910
	Iteration 28Q: 3 clusters Score -1684099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1684104.125000 Penalty: 4653.482910
	Iteration 29Q: 3 clusters Score -1684104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1684104.125000 Penalty: 4653.482910
	Iteration 30Q: 3 clusters Score -1684104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1684107.250000 Penalty: 4653.482910
	Iteration 31Q: 3 clusters Score -1684107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1684117.125000 Penalty: 4653.482910
	Iteration 32Q: 3 clusters Score -1684117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1684118.625000 Penalty: 4653.482910
	Iteration 33Q: 3 clusters Score -1684119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1684122.375000 Penalty: 4653.482910
	Iteration 34Q: 3 clusters Score -1684122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1684120.500000 Penalty: 4653.482910
	Iteration 35Q: 3 clusters Score -1684120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1684121.625000 Penalty: 4653.482910
	Iteration 36Q: 3 clusters Score -1684122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1684125.250000 Penalty: 4653.482910
	Iteration 37Q: 3 clusters Score -1684125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1684126.125000 Penalty: 4653.482910
	Iteration 38Q: 3 clusters Score -1684126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1684127.000000 Penalty: 4653.482910
	Iteration 39Q: 3 clusters Score -1684127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1684129.750000 Penalty: 4653.482910
	Iteration 40F: 3 clusters Score -1684130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1684129.500000 Penalty: 4653.482910
	Iteration 41Q: 3 clusters Score -1684130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1684130.500000 Penalty: 4653.482910
	Iteration 42Q: 3 clusters Score -1684130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1684131.750000 Penalty: 4653.482910
	Iteration 43Q: 3 clusters Score -1684132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1684131.750000 Penalty: 4653.482910
	Iteration 44F: 3 clusters Score -1684132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Entering Unmasked Estep 
Score: -5651006.000000 Penalty: 2628.529053
	Iteration 0F: 2 clusters Score -5651006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -5623657.000000 Penalty: 5257.058105
	Iteration 0F: 3 clusters Score -5623657 nChanged 18484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -5634167.500000 Penalty: 5257.058105
	Iteration 1F: 3 clusters Score -5634168 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -5635116.500000 Penalty: 5257.058105
	Iteration 2Q: 3 clusters Score -5635116 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -5636209.000000 Penalty: 5257.058105
	Iteration 3F: 3 clusters Score -5636209 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -5637359.000000 Penalty: 5257.058105
	Iteration 4F: 3 clusters Score -5637359 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -5638612.500000 Penalty: 5257.058105
	Iteration 5F: 3 clusters Score -5638612 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -5640109.500000 Penalty: 5257.058105
	Iteration 6F: 3 clusters Score -5640110 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -5641636.500000 Penalty: 5257.058105
	Iteration 7F: 3 clusters Score -5641636 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -5643081.000000 Penalty: 5257.058105
	Iteration 8F: 3 clusters Score -5643081 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -5644238.500000 Penalty: 5257.058105
	Iteration 9F: 3 clusters Score -5644238 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -5644932.500000 Penalty: 5257.058105
	Iteration 10Q: 3 clusters Score -5644932 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -5645266.500000 Penalty: 5257.058105
	Iteration 11Q: 3 clusters Score -5645266 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -5645444.000000 Penalty: 5257.058105
	Iteration 12Q: 3 clusters Score -5645444 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -5645559.500000 Penalty: 5257.058105
	Iteration 13Q: 3 clusters Score -5645560 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -5645621.000000 Penalty: 5257.058105
	Iteration 14Q: 3 clusters Score -5645621 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -5645686.000000 Penalty: 5257.058105
	Iteration 15Q: 3 clusters Score -5645686 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -5645761.000000 Penalty: 5257.058105
	Iteration 16Q: 3 clusters Score -5645761 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -5645808.000000 Penalty: 5257.058105
	Iteration 17Q: 3 clusters Score -5645808 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -5645843.500000 Penalty: 5257.058105
	Iteration 18Q: 3 clusters Score -5645844 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -5645862.500000 Penalty: 5257.058105
	Iteration 19Q: 3 clusters Score -5645862 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -5645892.500000 Penalty: 5257.058105
	Iteration 20F: 3 clusters Score -5645892 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -5645920.000000 Penalty: 5257.058105
	Iteration 21Q: 3 clusters Score -5645920 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -5645938.000000 Penalty: 5257.058105
	Iteration 22Q: 3 clusters Score -5645938 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -5645948.000000 Penalty: 5257.058105
	Iteration 23Q: 3 clusters Score -5645948 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -5645964.500000 Penalty: 5257.058105
	Iteration 24Q: 3 clusters Score -5645964 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -5645978.000000 Penalty: 5257.058105
	Iteration 25Q: 3 clusters Score -5645978 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -5646009.500000 Penalty: 5257.058105
	Iteration 26Q: 3 clusters Score -5646010 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -5646009.000000 Penalty: 5257.058105
	Iteration 27Q: 3 clusters Score -5646009 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -5646014.000000 Penalty: 5257.058105
	Iteration 28Q: 3 clusters Score -5646014 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -5646035.500000 Penalty: 5257.058105
	Iteration 29Q: 3 clusters Score -5646036 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -5646044.500000 Penalty: 5257.058105
	Iteration 30Q: 3 clusters Score -5646044 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -5646055.000000 Penalty: 5257.058105
	Iteration 31Q: 3 clusters Score -5646055 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -5646075.000000 Penalty: 5257.058105
	Iteration 32Q: 3 clusters Score -5646075 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -5646081.000000 Penalty: 5257.058105
	Iteration 33Q: 3 clusters Score -5646081 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -5646083.500000 Penalty: 5257.058105
	Iteration 34Q: 3 clusters Score -5646084 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -5646076.500000 Penalty: 5257.058105
	Iteration 35Q: 3 clusters Score -5646076 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -5646076.500000 Penalty: 5257.058105
	Iteration 36Q: 3 clusters Score -5646076 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -5646093.000000 Penalty: 5257.058105
	Iteration 37Q: 3 clusters Score -5646093 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -5646109.500000 Penalty: 5257.058105
	Iteration 38Q: 3 clusters Score -5646110 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -5646122.000000 Penalty: 5257.058105
	Iteration 39Q: 3 clusters Score -5646122 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -5646127.000000 Penalty: 5257.058105
	Iteration 40F: 3 clusters Score -5646127 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -5646116.500000 Penalty: 5257.058105
	Iteration 41Q: 3 clusters Score -5646116 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -5646134.000000 Penalty: 5257.058105
	Iteration 42Q: 3 clusters Score -5646134 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -5646146.500000 Penalty: 5257.058105
	Iteration 43Q: 3 clusters Score -5646146 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -5646173.000000 Penalty: 5257.058105
	Iteration 44Q: 3 clusters Score -5646173 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -5646173.500000 Penalty: 5257.058105
	Iteration 45Q: 3 clusters Score -5646174 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -5646212.000000 Penalty: 5257.058105
	Iteration 46Q: 3 clusters Score -5646212 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -5646228.500000 Penalty: 5257.058105
	Iteration 47Q: 3 clusters Score -5646228 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -5646234.000000 Penalty: 5257.058105
	Iteration 48Q: 3 clusters Score -5646234 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -5646256.500000 Penalty: 5257.058105
	Iteration 49Q: 3 clusters Score -5646256 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -5646286.500000 Penalty: 5257.058105
	Iteration 50Q: 3 clusters Score -5646286 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -5646298.000000 Penalty: 5257.058105
	Iteration 51Q: 3 clusters Score -5646298 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -5646331.000000 Penalty: 5257.058105
	Iteration 52Q: 3 clusters Score -5646331 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -5646354.000000 Penalty: 5257.058105
	Iteration 53Q: 3 clusters Score -5646354 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -5646351.000000 Penalty: 5257.058105
	Iteration 54Q: 3 clusters Score -5646351 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -5646375.500000 Penalty: 5257.058105
	Iteration 55Q: 3 clusters Score -5646376 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -5646400.500000 Penalty: 5257.058105
	Iteration 56Q: 3 clusters Score -5646400 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -5646427.500000 Penalty: 5257.058105
	Iteration 57Q: 3 clusters Score -5646428 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -5646435.000000 Penalty: 5257.058105
	Iteration 58Q: 3 clusters Score -5646435 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -5646463.000000 Penalty: 5257.058105
	Iteration 59Q: 3 clusters Score -5646463 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -5646500.000000 Penalty: 5257.058105
	Iteration 60F: 3 clusters Score -5646500 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -5646534.500000 Penalty: 5257.058105
	Iteration 61Q: 3 clusters Score -5646534 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -5646565.000000 Penalty: 5257.058105
	Iteration 62Q: 3 clusters Score -5646565 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -5646625.500000 Penalty: 5257.058105
	Iteration 63Q: 3 clusters Score -5646626 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -5646665.500000 Penalty: 5257.058105
	Iteration 64Q: 3 clusters Score -5646666 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -5646724.500000 Penalty: 5257.058105
	Iteration 65Q: 3 clusters Score -5646724 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -5646786.500000 Penalty: 5257.058105
	Iteration 66Q: 3 clusters Score -5646786 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -5646831.500000 Penalty: 5257.058105
	Iteration 67Q: 3 clusters Score -5646832 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -5646898.000000 Penalty: 5257.058105
	Iteration 68Q: 3 clusters Score -5646898 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -5646932.500000 Penalty: 5257.058105
	Iteration 69Q: 3 clusters Score -5646932 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -5646974.000000 Penalty: 5257.058105
	Iteration 70Q: 3 clusters Score -5646974 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -5647032.500000 Penalty: 5257.058105
	Iteration 71Q: 3 clusters Score -5647032 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -5647095.500000 Penalty: 5257.058105
	Iteration 72Q: 3 clusters Score -5647096 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -5647206.000000 Penalty: 5257.058105
	Iteration 73Q: 3 clusters Score -5647206 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -5647256.500000 Penalty: 5257.058105
	Iteration 74Q: 3 clusters Score -5647256 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -5647346.500000 Penalty: 5257.058105
	Iteration 75Q: 3 clusters Score -5647346 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -5647405.000000 Penalty: 5257.058105
	Iteration 76Q: 3 clusters Score -5647405 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -5647501.500000 Penalty: 5257.058105
	Iteration 77Q: 3 clusters Score -5647502 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -5647593.500000 Penalty: 5257.058105
	Iteration 78Q: 3 clusters Score -5647594 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -5647657.000000 Penalty: 5257.058105
	Iteration 79Q: 3 clusters Score -5647657 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -5647760.500000 Penalty: 5257.058105
	Iteration 80F: 3 clusters Score -5647760 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 31393 members 
Entering Unmasked Estep 
Score: -5647841.000000 Penalty: 5257.058105
	Iteration 81Q: 3 clusters Score -5647841 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -5647911.500000 Penalty: 5257.058105
	Iteration 82Q: 3 clusters Score -5647912 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -5647972.500000 Penalty: 5257.058105
	Iteration 83Q: 3 clusters Score -5647972 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -5648031.500000 Penalty: 5257.058105
	Iteration 84Q: 3 clusters Score -5648032 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -5648092.000000 Penalty: 5257.058105
	Iteration 85Q: 3 clusters Score -5648092 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 32779 members 
Entering Unmasked Estep 
Score: -5648155.000000 Penalty: 5257.058105
	Iteration 86Q: 3 clusters Score -5648155 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -5648203.500000 Penalty: 5257.058105
	Iteration 87Q: 3 clusters Score -5648204 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 33223 members 
Entering Unmasked Estep 
Score: -5648268.000000 Penalty: 5257.058105
	Iteration 88Q: 3 clusters Score -5648268 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -5648328.000000 Penalty: 5257.058105
	Iteration 89Q: 3 clusters Score -5648328 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -5648398.500000 Penalty: 5257.058105
	Iteration 90Q: 3 clusters Score -5648398 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -5648459.500000 Penalty: 5257.058105
	Iteration 91Q: 3 clusters Score -5648460 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -5648503.500000 Penalty: 5257.058105
	Iteration 92Q: 3 clusters Score -5648504 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -5648571.000000 Penalty: 5257.058105
	Iteration 93Q: 3 clusters Score -5648571 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -5648631.500000 Penalty: 5257.058105
	Iteration 94Q: 3 clusters Score -5648632 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -5648695.500000 Penalty: 5257.058105
	Iteration 95Q: 3 clusters Score -5648696 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -5648734.500000 Penalty: 5257.058105
	Iteration 96Q: 3 clusters Score -5648734 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -5648801.000000 Penalty: 5257.058105
	Iteration 97Q: 3 clusters Score -5648801 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -5648861.000000 Penalty: 5257.058105
	Iteration 98Q: 3 clusters Score -5648861 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 35531 members 
Entering Unmasked Estep 
Score: -5648870.500000 Penalty: 5257.058105
	Iteration 99Q: 3 clusters Score -5648870 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -5648909.500000 Penalty: 5257.058105
	Iteration 100F: 3 clusters Score -5648910 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 35864 members 
Entering Unmasked Estep 
Score: -5648971.000000 Penalty: 5257.058105
	Iteration 101Q: 3 clusters Score -5648971 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -5649008.000000 Penalty: 5257.058105
	Iteration 102Q: 3 clusters Score -5649008 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -5649030.500000 Penalty: 5257.058105
	Iteration 103Q: 3 clusters Score -5649030 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -5649051.500000 Penalty: 5257.058105
	Iteration 104Q: 3 clusters Score -5649052 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -5649077.000000 Penalty: 5257.058105
	Iteration 105Q: 3 clusters Score -5649077 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -5649086.500000 Penalty: 5257.058105
	Iteration 106Q: 3 clusters Score -5649086 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -5649129.500000 Penalty: 5257.058105
	Iteration 107Q: 3 clusters Score -5649130 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -5649151.500000 Penalty: 5257.058105
	Iteration 108Q: 3 clusters Score -5649152 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 36687 members 
Entering Unmasked Estep 
Score: -5649165.000000 Penalty: 5257.058105
	Iteration 109Q: 3 clusters Score -5649165 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -5649181.500000 Penalty: 5257.058105
	Iteration 110Q: 3 clusters Score -5649182 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 36823 members 
Entering Unmasked Estep 
Score: -5649184.500000 Penalty: 5257.058105
	Iteration 111Q: 3 clusters Score -5649184 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -5649193.500000 Penalty: 5257.058105
	Iteration 112Q: 3 clusters Score -5649194 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
Score: -5649205.500000 Penalty: 5257.058105
	Iteration 113Q: 3 clusters Score -5649206 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -5649205.500000 Penalty: 5257.058105
	Iteration 114Q: 3 clusters Score -5649206 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -5649221.000000 Penalty: 5257.058105
	Iteration 115Q: 3 clusters Score -5649221 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -5649229.000000 Penalty: 5257.058105
	Iteration 116Q: 3 clusters Score -5649229 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -5649227.500000 Penalty: 5257.058105
	Iteration 117Q: 3 clusters Score -5649228 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -5649234.500000 Penalty: 5257.058105
	Iteration 118Q: 3 clusters Score -5649234 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -5649243.500000 Penalty: 5257.058105
	Iteration 119Q: 3 clusters Score -5649244 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 37201 members 
Entering Unmasked Estep 
Score: -5649250.500000 Penalty: 5257.058105
	Iteration 120F: 3 clusters Score -5649250 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -5649256.500000 Penalty: 5257.058105
	Iteration 121Q: 3 clusters Score -5649256 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -5649267.000000 Penalty: 5257.058105
	Iteration 122Q: 3 clusters Score -5649267 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 37316 members 
Entering Unmasked Estep 
Score: -5649285.000000 Penalty: 5257.058105
	Iteration 123Q: 3 clusters Score -5649285 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 37352 members 
Entering Unmasked Estep 
Score: -5649295.000000 Penalty: 5257.058105
	Iteration 124Q: 3 clusters Score -5649295 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -5649300.500000 Penalty: 5257.058105
	Iteration 125Q: 3 clusters Score -5649300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 37403 members 
Entering Unmasked Estep 
Score: -5649296.000000 Penalty: 5257.058105
	Iteration 126Q: 3 clusters Score -5649296 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -5649304.500000 Penalty: 5257.058105
	Iteration 127Q: 3 clusters Score -5649304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -5649315.500000 Penalty: 5257.058105
	Iteration 128Q: 3 clusters Score -5649316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -5649319.000000 Penalty: 5257.058105
	Iteration 129Q: 3 clusters Score -5649319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 37502 members 
Entering Unmasked Estep 
Score: -5649312.500000 Penalty: 5257.058105
	Iteration 130Q: 3 clusters Score -5649312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
Score: -5649329.000000 Penalty: 5257.058105
	Iteration 131Q: 3 clusters Score -5649329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
Score: -5649328.000000 Penalty: 5257.058105
	Iteration 132Q: 3 clusters Score -5649328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -5649335.500000 Penalty: 5257.058105
	Iteration 133Q: 3 clusters Score -5649336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 37542 members 
Entering Unmasked Estep 
Score: -5649340.000000 Penalty: 5257.058105
	Iteration 134Q: 3 clusters Score -5649340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 37546 members 
Entering Unmasked Estep 
Score: -5649336.500000 Penalty: 5257.058105
	Iteration 135Q: 3 clusters Score -5649336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -5649340.000000 Penalty: 5257.058105
	Iteration 136Q: 3 clusters Score -5649340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 37552 members 
Entering Unmasked Estep 
Score: -5649341.000000 Penalty: 5257.058105
	Iteration 137Q: 3 clusters Score -5649341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -5649346.000000 Penalty: 5257.058105
	Iteration 138Q: 3 clusters Score -5649346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 37555 members 
Entering Unmasked Estep 
Score: -5649342.000000 Penalty: 5257.058105
	Iteration 139Q: 3 clusters Score -5649342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
Score: -5649349.500000 Penalty: 5257.058105
	Iteration 140F: 3 clusters Score -5649350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -5649347.000000 Penalty: 5257.058105
	Iteration 141Q: 3 clusters Score -5649347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -5649346.500000 Penalty: 5257.058105
	Iteration 142Q: 3 clusters Score -5649346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 37568 members 
Entering Unmasked Estep 
Score: -5649345.000000 Penalty: 5257.058105
	Iteration 143Q: 3 clusters Score -5649345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -5649347.500000 Penalty: 5257.058105
	Iteration 144Q: 3 clusters Score -5649348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -5649350.500000 Penalty: 5257.058105
	Iteration 145Q: 3 clusters Score -5649350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -5649346.500000 Penalty: 5257.058105
	Iteration 146Q: 3 clusters Score -5649346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 37582 members 
Entering Unmasked Estep 
Score: -5649350.500000 Penalty: 5257.058105
	Iteration 147Q: 3 clusters Score -5649350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -5649346.500000 Penalty: 5257.058105
	Iteration 148Q: 3 clusters Score -5649346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -5649353.500000 Penalty: 5257.058105
	Iteration 149Q: 3 clusters Score -5649354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -5649352.000000 Penalty: 5257.058105
	Iteration 150Q: 3 clusters Score -5649352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -5649355.500000 Penalty: 5257.058105
	Iteration 151Q: 3 clusters Score -5649356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -5649356.000000 Penalty: 5257.058105
	Iteration 152Q: 3 clusters Score -5649356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -5649356.000000 Penalty: 5257.058105
	Iteration 153F: 3 clusters Score -5649356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (177667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177667 members 
Entering Unmasked Estep 
Score: -25038284.000000 Penalty: 2997.741211
	Iteration 0F: 2 clusters Score -2.503828e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88730 members 
Mstep: Class 2 contains 88937 members 
Entering Unmasked Estep 
Score: -24932000.000000 Penalty: 5995.482422
	Iteration 0F: 3 clusters Score -2.4932e+07 nChanged 85089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85817 members 
Mstep: Class 2 contains 91850 members 
Entering Unmasked Estep 
Score: -24982148.000000 Penalty: 5995.482422
	Iteration 1F: 3 clusters Score -2.498215e+07 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84001 members 
Mstep: Class 2 contains 93666 members 
Entering Unmasked Estep 
Score: -24983622.000000 Penalty: 5995.482422
	Iteration 2Q: 3 clusters Score -2.498362e+07 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81621 members 
Mstep: Class 2 contains 96046 members 
Entering Unmasked Estep 
Score: -24985506.000000 Penalty: 5995.482422
	Iteration 3Q: 3 clusters Score -2.498551e+07 nChanged 7513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78702 members 
Mstep: Class 2 contains 98965 members 
Entering Unmasked Estep 
Score: -24987552.000000 Penalty: 5995.482422
	Iteration 4Q: 3 clusters Score -2.498755e+07 nChanged 8349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75199 members 
Mstep: Class 2 contains 102468 members 
Entering Unmasked Estep 
Score: -24990602.000000 Penalty: 5995.482422
	Iteration 5Q: 3 clusters Score -2.49906e+07 nChanged 9276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71519 members 
Mstep: Class 2 contains 106148 members 
Entering Unmasked Estep 
Score: -24994306.000000 Penalty: 5995.482422
	Iteration 6F: 3 clusters Score -2.499431e+07 nChanged 9915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68498 members 
Mstep: Class 2 contains 109169 members 
Entering Unmasked Estep 
Score: -24999060.000000 Penalty: 5995.482422
	Iteration 7F: 3 clusters Score -2.499906e+07 nChanged 10600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67004 members 
Mstep: Class 2 contains 110663 members 
Entering Unmasked Estep 
Score: -25005090.000000 Penalty: 5995.482422
	Iteration 8F: 3 clusters Score -2.500509e+07 nChanged 10901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67453 members 
Mstep: Class 2 contains 110214 members 
Entering Unmasked Estep 
Score: -25011718.000000 Penalty: 5995.482422
	Iteration 9F: 3 clusters Score -2.501172e+07 nChanged 9494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69331 members 
Mstep: Class 2 contains 108336 members 
Entering Unmasked Estep 
Score: -25016138.000000 Penalty: 5995.482422
	Iteration 10F: 3 clusters Score -2.501614e+07 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71694 members 
Mstep: Class 2 contains 105973 members 
Entering Unmasked Estep 
Score: -25017892.000000 Penalty: 5995.482422
	Iteration 11Q: 3 clusters Score -2.501789e+07 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74224 members 
Mstep: Class 2 contains 103443 members 
Entering Unmasked Estep 
Score: -25018650.000000 Penalty: 5995.482422
	Iteration 12Q: 3 clusters Score -2.501865e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76816 members 
Mstep: Class 2 contains 100851 members 
Entering Unmasked Estep 
Score: -25019102.000000 Penalty: 5995.482422
	Iteration 13Q: 3 clusters Score -2.50191e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79374 members 
Mstep: Class 2 contains 98293 members 
Entering Unmasked Estep 
Score: -25019514.000000 Penalty: 5995.482422
	Iteration 14Q: 3 clusters Score -2.501951e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81854 members 
Mstep: Class 2 contains 95813 members 
Entering Unmasked Estep 
Score: -25019982.000000 Penalty: 5995.482422
	Iteration 15Q: 3 clusters Score -2.501998e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84303 members 
Mstep: Class 2 contains 93364 members 
Entering Unmasked Estep 
Score: -25020320.000000 Penalty: 5995.482422
	Iteration 16Q: 3 clusters Score -2.502032e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86779 members 
Mstep: Class 2 contains 90888 members 
Entering Unmasked Estep 
Score: -25020752.000000 Penalty: 5995.482422
	Iteration 17Q: 3 clusters Score -2.502075e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89221 members 
Mstep: Class 2 contains 88446 members 
Entering Unmasked Estep 
Score: -25021076.000000 Penalty: 5995.482422
	Iteration 18Q: 3 clusters Score -2.502108e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91649 members 
Mstep: Class 2 contains 86018 members 
Entering Unmasked Estep 
Score: -25021490.000000 Penalty: 5995.482422
	Iteration 19Q: 3 clusters Score -2.502149e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94157 members 
Mstep: Class 2 contains 83510 members 
Entering Unmasked Estep 
Score: -25021808.000000 Penalty: 5995.482422
	Iteration 20F: 3 clusters Score -2.502181e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96721 members 
Mstep: Class 2 contains 80946 members 
Entering Unmasked Estep 
Score: -25022098.000000 Penalty: 5995.482422
	Iteration 21Q: 3 clusters Score -2.50221e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99454 members 
Mstep: Class 2 contains 78213 members 
Entering Unmasked Estep 
Score: -25022568.000000 Penalty: 5995.482422
	Iteration 22Q: 3 clusters Score -2.502257e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102149 members 
Mstep: Class 2 contains 75518 members 
Entering Unmasked Estep 
Score: -25023188.000000 Penalty: 5995.482422
	Iteration 23Q: 3 clusters Score -2.502319e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104961 members 
Mstep: Class 2 contains 72706 members 
Entering Unmasked Estep 
Score: -25023670.000000 Penalty: 5995.482422
	Iteration 24Q: 3 clusters Score -2.502367e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107663 members 
Mstep: Class 2 contains 70004 members 
Entering Unmasked Estep 
Score: -25024148.000000 Penalty: 5995.482422
	Iteration 25Q: 3 clusters Score -2.502415e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110258 members 
Mstep: Class 2 contains 67409 members 
Entering Unmasked Estep 
Score: -25024700.000000 Penalty: 5995.482422
	Iteration 26Q: 3 clusters Score -2.50247e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112622 members 
Mstep: Class 2 contains 65045 members 
Entering Unmasked Estep 
Score: -25025276.000000 Penalty: 5995.482422
	Iteration 27Q: 3 clusters Score -2.502528e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114774 members 
Mstep: Class 2 contains 62893 members 
Entering Unmasked Estep 
Score: -25025938.000000 Penalty: 5995.482422
	Iteration 28Q: 3 clusters Score -2.502594e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116550 members 
Mstep: Class 2 contains 61117 members 
Entering Unmasked Estep 
Score: -25026344.000000 Penalty: 5995.482422
	Iteration 29Q: 3 clusters Score -2.502634e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117881 members 
Mstep: Class 2 contains 59786 members 
Entering Unmasked Estep 
Score: -25026688.000000 Penalty: 5995.482422
	Iteration 30Q: 3 clusters Score -2.502669e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118876 members 
Mstep: Class 2 contains 58791 members 
Entering Unmasked Estep 
Score: -25026682.000000 Penalty: 5995.482422
	Iteration 31Q: 3 clusters Score -2.502668e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119543 members 
Mstep: Class 2 contains 58124 members 
Entering Unmasked Estep 
Score: -25026746.000000 Penalty: 5995.482422
	Iteration 32Q: 3 clusters Score -2.502675e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119971 members 
Mstep: Class 2 contains 57696 members 
Entering Unmasked Estep 
Score: -25026764.000000 Penalty: 5995.482422
	Iteration 33Q: 3 clusters Score -2.502676e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120215 members 
Mstep: Class 2 contains 57452 members 
Entering Unmasked Estep 
Score: -25026838.000000 Penalty: 5995.482422
	Iteration 34Q: 3 clusters Score -2.502684e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120310 members 
Mstep: Class 2 contains 57357 members 
Entering Unmasked Estep 
Score: -25026836.000000 Penalty: 5995.482422
	Iteration 35Q: 3 clusters Score -2.502684e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120311 members 
Mstep: Class 2 contains 57356 members 
Entering Unmasked Estep 
Score: -25026778.000000 Penalty: 5995.482422
	Iteration 36Q: 3 clusters Score -2.502678e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120182 members 
Mstep: Class 2 contains 57485 members 
Entering Unmasked Estep 
Score: -25026680.000000 Penalty: 5995.482422
	Iteration 37Q: 3 clusters Score -2.502668e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119954 members 
Mstep: Class 2 contains 57713 members 
Entering Unmasked Estep 
Score: -25026604.000000 Penalty: 5995.482422
	Iteration 38Q: 3 clusters Score -2.50266e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119705 members 
Mstep: Class 2 contains 57962 members 
Entering Unmasked Estep 
Score: -25026576.000000 Penalty: 5995.482422
	Iteration 39Q: 3 clusters Score -2.502658e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119420 members 
Mstep: Class 2 contains 58247 members 
Entering Unmasked Estep 
Score: -25026846.000000 Penalty: 5995.482422
	Iteration 40F: 3 clusters Score -2.502685e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119272 members 
Mstep: Class 2 contains 58395 members 
Entering Unmasked Estep 
Score: -25026802.000000 Penalty: 5995.482422
	Iteration 41Q: 3 clusters Score -2.50268e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119014 members 
Mstep: Class 2 contains 58653 members 
Entering Unmasked Estep 
Score: -25026604.000000 Penalty: 5995.482422
	Iteration 42Q: 3 clusters Score -2.50266e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118631 members 
Mstep: Class 2 contains 59036 members 
Entering Unmasked Estep 
Score: -25026514.000000 Penalty: 5995.482422
	Iteration 43Q: 3 clusters Score -2.502651e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118122 members 
Mstep: Class 2 contains 59545 members 
Entering Unmasked Estep 
Score: -25026490.000000 Penalty: 5995.482422
	Iteration 44Q: 3 clusters Score -2.502649e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117576 members 
Mstep: Class 2 contains 60091 members 
Entering Unmasked Estep 
Score: -25026432.000000 Penalty: 5995.482422
	Iteration 45Q: 3 clusters Score -2.502643e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117002 members 
Mstep: Class 2 contains 60665 members 
Entering Unmasked Estep 
Score: -25026382.000000 Penalty: 5995.482422
	Iteration 46Q: 3 clusters Score -2.502638e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116384 members 
Mstep: Class 2 contains 61283 members 
Entering Unmasked Estep 
Score: -25026224.000000 Penalty: 5995.482422
	Iteration 47Q: 3 clusters Score -2.502622e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115750 members 
Mstep: Class 2 contains 61917 members 
Entering Unmasked Estep 
Score: -25026160.000000 Penalty: 5995.482422
	Iteration 48Q: 3 clusters Score -2.502616e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115083 members 
Mstep: Class 2 contains 62584 members 
Entering Unmasked Estep 
Score: -25026086.000000 Penalty: 5995.482422
	Iteration 49Q: 3 clusters Score -2.502609e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114400 members 
Mstep: Class 2 contains 63267 members 
Entering Unmasked Estep 
Score: -25025988.000000 Penalty: 5995.482422
	Iteration 50Q: 3 clusters Score -2.502599e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113722 members 
Mstep: Class 2 contains 63945 members 
Entering Unmasked Estep 
Score: -25025998.000000 Penalty: 5995.482422
	Iteration 51Q: 3 clusters Score -2.5026e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113090 members 
Mstep: Class 2 contains 64577 members 
Entering Unmasked Estep 
Score: -25025952.000000 Penalty: 5995.482422
	Iteration 52Q: 3 clusters Score -2.502595e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112442 members 
Mstep: Class 2 contains 65225 members 
Entering Unmasked Estep 
Score: -25025948.000000 Penalty: 5995.482422
	Iteration 53Q: 3 clusters Score -2.502595e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111783 members 
Mstep: Class 2 contains 65884 members 
Entering Unmasked Estep 
Score: -25025998.000000 Penalty: 5995.482422
	Iteration 54Q: 3 clusters Score -2.5026e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111146 members 
Mstep: Class 2 contains 66521 members 
Entering Unmasked Estep 
Score: -25025972.000000 Penalty: 5995.482422
	Iteration 55Q: 3 clusters Score -2.502597e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110492 members 
Mstep: Class 2 contains 67175 members 
Entering Unmasked Estep 
Score: -25026030.000000 Penalty: 5995.482422
	Iteration 56Q: 3 clusters Score -2.502603e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109771 members 
Mstep: Class 2 contains 67896 members 
Entering Unmasked Estep 
Score: -25026062.000000 Penalty: 5995.482422
	Iteration 57Q: 3 clusters Score -2.502606e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109066 members 
Mstep: Class 2 contains 68601 members 
Entering Unmasked Estep 
Score: -25026186.000000 Penalty: 5995.482422
	Iteration 58Q: 3 clusters Score -2.502619e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108335 members 
Mstep: Class 2 contains 69332 members 
Entering Unmasked Estep 
Score: -25026300.000000 Penalty: 5995.482422
	Iteration 59Q: 3 clusters Score -2.50263e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107600 members 
Mstep: Class 2 contains 70067 members 
Entering Unmasked Estep 
Score: -25026302.000000 Penalty: 5995.482422
	Iteration 60F: 3 clusters Score -2.50263e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106888 members 
Mstep: Class 2 contains 70779 members 
Entering Unmasked Estep 
Score: -25026320.000000 Penalty: 5995.482422
	Iteration 61Q: 3 clusters Score -2.502632e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106117 members 
Mstep: Class 2 contains 71550 members 
Entering Unmasked Estep 
Score: -25026256.000000 Penalty: 5995.482422
	Iteration 62Q: 3 clusters Score -2.502626e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105352 members 
Mstep: Class 2 contains 72315 members 
Entering Unmasked Estep 
Score: -25026246.000000 Penalty: 5995.482422
	Iteration 63Q: 3 clusters Score -2.502625e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104534 members 
Mstep: Class 2 contains 73133 members 
Entering Unmasked Estep 
Score: -25026266.000000 Penalty: 5995.482422
	Iteration 64Q: 3 clusters Score -2.502627e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103711 members 
Mstep: Class 2 contains 73956 members 
Entering Unmasked Estep 
Score: -25026412.000000 Penalty: 5995.482422
	Iteration 65Q: 3 clusters Score -2.502641e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102938 members 
Mstep: Class 2 contains 74729 members 
Entering Unmasked Estep 
Score: -25026480.000000 Penalty: 5995.482422
	Iteration 66Q: 3 clusters Score -2.502648e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102202 members 
Mstep: Class 2 contains 75465 members 
Entering Unmasked Estep 
Score: -25026512.000000 Penalty: 5995.482422
	Iteration 67Q: 3 clusters Score -2.502651e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101431 members 
Mstep: Class 2 contains 76236 members 
Entering Unmasked Estep 
Score: -25026430.000000 Penalty: 5995.482422
	Iteration 68Q: 3 clusters Score -2.502643e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100606 members 
Mstep: Class 2 contains 77061 members 
Entering Unmasked Estep 
Score: -25026538.000000 Penalty: 5995.482422
	Iteration 69Q: 3 clusters Score -2.502654e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99732 members 
Mstep: Class 2 contains 77935 members 
Entering Unmasked Estep 
Score: -25026540.000000 Penalty: 5995.482422
	Iteration 70Q: 3 clusters Score -2.502654e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98812 members 
Mstep: Class 2 contains 78855 members 
Entering Unmasked Estep 
Score: -25026586.000000 Penalty: 5995.482422
	Iteration 71Q: 3 clusters Score -2.502659e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97911 members 
Mstep: Class 2 contains 79756 members 
Entering Unmasked Estep 
Score: -25026552.000000 Penalty: 5995.482422
	Iteration 72Q: 3 clusters Score -2.502655e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96973 members 
Mstep: Class 2 contains 80694 members 
Entering Unmasked Estep 
Score: -25026612.000000 Penalty: 5995.482422
	Iteration 73Q: 3 clusters Score -2.502661e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96074 members 
Mstep: Class 2 contains 81593 members 
Entering Unmasked Estep 
Score: -25026718.000000 Penalty: 5995.482422
	Iteration 74Q: 3 clusters Score -2.502672e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95125 members 
Mstep: Class 2 contains 82542 members 
Entering Unmasked Estep 
Score: -25026784.000000 Penalty: 5995.482422
	Iteration 75Q: 3 clusters Score -2.502678e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94186 members 
Mstep: Class 2 contains 83481 members 
Entering Unmasked Estep 
Score: -25026882.000000 Penalty: 5995.482422
	Iteration 76Q: 3 clusters Score -2.502688e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93286 members 
Mstep: Class 2 contains 84381 members 
Entering Unmasked Estep 
Score: -25026994.000000 Penalty: 5995.482422
	Iteration 77Q: 3 clusters Score -2.502699e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92386 members 
Mstep: Class 2 contains 85281 members 
Entering Unmasked Estep 
Score: -25027068.000000 Penalty: 5995.482422
	Iteration 78Q: 3 clusters Score -2.502707e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91529 members 
Mstep: Class 2 contains 86138 members 
Entering Unmasked Estep 
Score: -25027140.000000 Penalty: 5995.482422
	Iteration 79Q: 3 clusters Score -2.502714e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90739 members 
Mstep: Class 2 contains 86928 members 
Entering Unmasked Estep 
Score: -25027296.000000 Penalty: 5995.482422
	Iteration 80F: 3 clusters Score -2.50273e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89960 members 
Mstep: Class 2 contains 87707 members 
Entering Unmasked Estep 
Score: -25027300.000000 Penalty: 5995.482422
	Iteration 81Q: 3 clusters Score -2.50273e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89258 members 
Mstep: Class 2 contains 88409 members 
Entering Unmasked Estep 
Score: -25027414.000000 Penalty: 5995.482422
	Iteration 82Q: 3 clusters Score -2.502741e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88617 members 
Mstep: Class 2 contains 89050 members 
Entering Unmasked Estep 
Score: -25027440.000000 Penalty: 5995.482422
	Iteration 83Q: 3 clusters Score -2.502744e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88005 members 
Mstep: Class 2 contains 89662 members 
Entering Unmasked Estep 
Score: -25027560.000000 Penalty: 5995.482422
	Iteration 84Q: 3 clusters Score -2.502756e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87494 members 
Mstep: Class 2 contains 90173 members 
Entering Unmasked Estep 
Score: -25027610.000000 Penalty: 5995.482422
	Iteration 85Q: 3 clusters Score -2.502761e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87064 members 
Mstep: Class 2 contains 90603 members 
Entering Unmasked Estep 
Score: -25027564.000000 Penalty: 5995.482422
	Iteration 86Q: 3 clusters Score -2.502756e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86673 members 
Mstep: Class 2 contains 90994 members 
Entering Unmasked Estep 
Score: -25027578.000000 Penalty: 5995.482422
	Iteration 87Q: 3 clusters Score -2.502758e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86370 members 
Mstep: Class 2 contains 91297 members 
Entering Unmasked Estep 
Score: -25027626.000000 Penalty: 5995.482422
	Iteration 88Q: 3 clusters Score -2.502763e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86096 members 
Mstep: Class 2 contains 91571 members 
Entering Unmasked Estep 
Score: -25027612.000000 Penalty: 5995.482422
	Iteration 89Q: 3 clusters Score -2.502761e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85851 members 
Mstep: Class 2 contains 91816 members 
Entering Unmasked Estep 
Score: -25027576.000000 Penalty: 5995.482422
	Iteration 90Q: 3 clusters Score -2.502758e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85642 members 
Mstep: Class 2 contains 92025 members 
Entering Unmasked Estep 
Score: -25027602.000000 Penalty: 5995.482422
	Iteration 91Q: 3 clusters Score -2.50276e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85495 members 
Mstep: Class 2 contains 92172 members 
Entering Unmasked Estep 
Score: -25027542.000000 Penalty: 5995.482422
	Iteration 92Q: 3 clusters Score -2.502754e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85395 members 
Mstep: Class 2 contains 92272 members 
Entering Unmasked Estep 
Score: -25027454.000000 Penalty: 5995.482422
	Iteration 93Q: 3 clusters Score -2.502745e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85283 members 
Mstep: Class 2 contains 92384 members 
Entering Unmasked Estep 
Score: -25027436.000000 Penalty: 5995.482422
	Iteration 94Q: 3 clusters Score -2.502744e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85222 members 
Mstep: Class 2 contains 92445 members 
Entering Unmasked Estep 
Score: -25027424.000000 Penalty: 5995.482422
	Iteration 95Q: 3 clusters Score -2.502742e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85165 members 
Mstep: Class 2 contains 92502 members 
Entering Unmasked Estep 
Score: -25027372.000000 Penalty: 5995.482422
	Iteration 96Q: 3 clusters Score -2.502737e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85147 members 
Mstep: Class 2 contains 92520 members 
Entering Unmasked Estep 
Score: -25027370.000000 Penalty: 5995.482422
	Iteration 97Q: 3 clusters Score -2.502737e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85139 members 
Mstep: Class 2 contains 92528 members 
Entering Unmasked Estep 
Score: -25027288.000000 Penalty: 5995.482422
	Iteration 98Q: 3 clusters Score -2.502729e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85177 members 
Mstep: Class 2 contains 92490 members 
Entering Unmasked Estep 
Score: -25027254.000000 Penalty: 5995.482422
	Iteration 99Q: 3 clusters Score -2.502725e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85224 members 
Mstep: Class 2 contains 92443 members 
Entering Unmasked Estep 
Score: -25027328.000000 Penalty: 5995.482422
	Iteration 100F: 3 clusters Score -2.502733e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85263 members 
Mstep: Class 2 contains 92404 members 
Entering Unmasked Estep 
Score: -25027316.000000 Penalty: 5995.482422
	Iteration 101Q: 3 clusters Score -2.502732e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85294 members 
Mstep: Class 2 contains 92373 members 
Entering Unmasked Estep 
Score: -25027308.000000 Penalty: 5995.482422
	Iteration 102Q: 3 clusters Score -2.502731e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85319 members 
Mstep: Class 2 contains 92348 members 
Entering Unmasked Estep 
Score: -25027340.000000 Penalty: 5995.482422
	Iteration 103Q: 3 clusters Score -2.502734e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85357 members 
Mstep: Class 2 contains 92310 members 
Entering Unmasked Estep 
Score: -25027312.000000 Penalty: 5995.482422
	Iteration 104Q: 3 clusters Score -2.502731e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85408 members 
Mstep: Class 2 contains 92259 members 
Entering Unmasked Estep 
Score: -25027308.000000 Penalty: 5995.482422
	Iteration 105Q: 3 clusters Score -2.502731e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85462 members 
Mstep: Class 2 contains 92205 members 
Entering Unmasked Estep 
Score: -25027278.000000 Penalty: 5995.482422
	Iteration 106Q: 3 clusters Score -2.502728e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85509 members 
Mstep: Class 2 contains 92158 members 
Entering Unmasked Estep 
Score: -25027200.000000 Penalty: 5995.482422
	Iteration 107Q: 3 clusters Score -2.50272e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85566 members 
Mstep: Class 2 contains 92101 members 
Entering Unmasked Estep 
Score: -25027202.000000 Penalty: 5995.482422
	Iteration 108Q: 3 clusters Score -2.50272e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85613 members 
Mstep: Class 2 contains 92054 members 
Entering Unmasked Estep 
Score: -25027204.000000 Penalty: 5995.482422
	Iteration 109Q: 3 clusters Score -2.50272e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85678 members 
Mstep: Class 2 contains 91989 members 
Entering Unmasked Estep 
Score: -25027206.000000 Penalty: 5995.482422
	Iteration 110Q: 3 clusters Score -2.502721e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85731 members 
Mstep: Class 2 contains 91936 members 
Entering Unmasked Estep 
Score: -25027224.000000 Penalty: 5995.482422
	Iteration 111Q: 3 clusters Score -2.502722e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85776 members 
Mstep: Class 2 contains 91891 members 
Entering Unmasked Estep 
Score: -25027236.000000 Penalty: 5995.482422
	Iteration 112Q: 3 clusters Score -2.502724e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85833 members 
Mstep: Class 2 contains 91834 members 
Entering Unmasked Estep 
Score: -25027234.000000 Penalty: 5995.482422
	Iteration 113Q: 3 clusters Score -2.502723e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85876 members 
Mstep: Class 2 contains 91791 members 
Entering Unmasked Estep 
Score: -25027188.000000 Penalty: 5995.482422
	Iteration 114Q: 3 clusters Score -2.502719e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85905 members 
Mstep: Class 2 contains 91762 members 
Entering Unmasked Estep 
Score: -25027212.000000 Penalty: 5995.482422
	Iteration 115Q: 3 clusters Score -2.502721e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85934 members 
Mstep: Class 2 contains 91733 members 
Entering Unmasked Estep 
Score: -25027218.000000 Penalty: 5995.482422
	Iteration 116Q: 3 clusters Score -2.502722e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85962 members 
Mstep: Class 2 contains 91705 members 
Entering Unmasked Estep 
Score: -25027210.000000 Penalty: 5995.482422
	Iteration 117Q: 3 clusters Score -2.502721e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85996 members 
Mstep: Class 2 contains 91671 members 
Entering Unmasked Estep 
Score: -25027214.000000 Penalty: 5995.482422
	Iteration 118Q: 3 clusters Score -2.502721e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86036 members 
Mstep: Class 2 contains 91631 members 
Entering Unmasked Estep 
Score: -25027236.000000 Penalty: 5995.482422
	Iteration 119Q: 3 clusters Score -2.502724e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86072 members 
Mstep: Class 2 contains 91595 members 
Entering Unmasked Estep 
Score: -25027218.000000 Penalty: 5995.482422
	Iteration 120F: 3 clusters Score -2.502722e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86102 members 
Mstep: Class 2 contains 91565 members 
Entering Unmasked Estep 
Score: -25027240.000000 Penalty: 5995.482422
	Iteration 121Q: 3 clusters Score -2.502724e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86145 members 
Mstep: Class 2 contains 91522 members 
Entering Unmasked Estep 
Score: -25027202.000000 Penalty: 5995.482422
	Iteration 122Q: 3 clusters Score -2.50272e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86172 members 
Mstep: Class 2 contains 91495 members 
Entering Unmasked Estep 
Score: -25027200.000000 Penalty: 5995.482422
	Iteration 123Q: 3 clusters Score -2.50272e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86200 members 
Mstep: Class 2 contains 91467 members 
Entering Unmasked Estep 
Score: -25027182.000000 Penalty: 5995.482422
	Iteration 124Q: 3 clusters Score -2.502718e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86239 members 
Mstep: Class 2 contains 91428 members 
Entering Unmasked Estep 
Score: -25027174.000000 Penalty: 5995.482422
	Iteration 125Q: 3 clusters Score -2.502717e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86281 members 
Mstep: Class 2 contains 91386 members 
Entering Unmasked Estep 
Score: -25027152.000000 Penalty: 5995.482422
	Iteration 126Q: 3 clusters Score -2.502715e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86329 members 
Mstep: Class 2 contains 91338 members 
Entering Unmasked Estep 
Score: -25027164.000000 Penalty: 5995.482422
	Iteration 127Q: 3 clusters Score -2.502716e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86370 members 
Mstep: Class 2 contains 91297 members 
Entering Unmasked Estep 
Score: -25027164.000000 Penalty: 5995.482422
	Iteration 128Q: 3 clusters Score -2.502716e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86406 members 
Mstep: Class 2 contains 91261 members 
Entering Unmasked Estep 
Score: -25027186.000000 Penalty: 5995.482422
	Iteration 129Q: 3 clusters Score -2.502719e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86442 members 
Mstep: Class 2 contains 91225 members 
Entering Unmasked Estep 
Score: -25027172.000000 Penalty: 5995.482422
	Iteration 130Q: 3 clusters Score -2.502717e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86485 members 
Mstep: Class 2 contains 91182 members 
Entering Unmasked Estep 
Score: -25027160.000000 Penalty: 5995.482422
	Iteration 131Q: 3 clusters Score -2.502716e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86532 members 
Mstep: Class 2 contains 91135 members 
Entering Unmasked Estep 
Score: -25027148.000000 Penalty: 5995.482422
	Iteration 132Q: 3 clusters Score -2.502715e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86569 members 
Mstep: Class 2 contains 91098 members 
Entering Unmasked Estep 
Score: -25027148.000000 Penalty: 5995.482422
	Iteration 133Q: 3 clusters Score -2.502715e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86597 members 
Mstep: Class 2 contains 91070 members 
Entering Unmasked Estep 
Score: -25027154.000000 Penalty: 5995.482422
	Iteration 134Q: 3 clusters Score -2.502715e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86616 members 
Mstep: Class 2 contains 91051 members 
Entering Unmasked Estep 
Score: -25027174.000000 Penalty: 5995.482422
	Iteration 135Q: 3 clusters Score -2.502717e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86631 members 
Mstep: Class 2 contains 91036 members 
Entering Unmasked Estep 
Score: -25027152.000000 Penalty: 5995.482422
	Iteration 136Q: 3 clusters Score -2.502715e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86656 members 
Mstep: Class 2 contains 91011 members 
Entering Unmasked Estep 
Score: -25027164.000000 Penalty: 5995.482422
	Iteration 137Q: 3 clusters Score -2.502716e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86676 members 
Mstep: Class 2 contains 90991 members 
Entering Unmasked Estep 
Score: -25027176.000000 Penalty: 5995.482422
	Iteration 138Q: 3 clusters Score -2.502718e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86688 members 
Mstep: Class 2 contains 90979 members 
Entering Unmasked Estep 
Score: -25027172.000000 Penalty: 5995.482422
	Iteration 139Q: 3 clusters Score -2.502717e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86702 members 
Mstep: Class 2 contains 90965 members 
Entering Unmasked Estep 
Score: -25027172.000000 Penalty: 5995.482422
	Iteration 140F: 3 clusters Score -2.502717e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86718 members 
Mstep: Class 2 contains 90949 members 
Entering Unmasked Estep 
Score: -25027176.000000 Penalty: 5995.482422
	Iteration 141Q: 3 clusters Score -2.502718e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86724 members 
Mstep: Class 2 contains 90943 members 
Entering Unmasked Estep 
Score: -25027184.000000 Penalty: 5995.482422
	Iteration 142Q: 3 clusters Score -2.502718e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86729 members 
Mstep: Class 2 contains 90938 members 
Entering Unmasked Estep 
Score: -25027184.000000 Penalty: 5995.482422
	Iteration 143Q: 3 clusters Score -2.502718e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86732 members 
Mstep: Class 2 contains 90935 members 
Entering Unmasked Estep 
Score: -25027192.000000 Penalty: 5995.482422
	Iteration 144Q: 3 clusters Score -2.502719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86731 members 
Mstep: Class 2 contains 90936 members 
Entering Unmasked Estep 
Score: -25027196.000000 Penalty: 5995.482422
	Iteration 145Q: 3 clusters Score -2.50272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86731 members 
Mstep: Class 2 contains 90936 members 
Entering Unmasked Estep 
Score: -25027188.000000 Penalty: 5995.482422
	Iteration 146Q: 3 clusters Score -2.502719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86734 members 
Mstep: Class 2 contains 90933 members 
Entering Unmasked Estep 
Score: -25027188.000000 Penalty: 5995.482422
	Iteration 147Q: 3 clusters Score -2.502719e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86739 members 
Mstep: Class 2 contains 90928 members 
Entering Unmasked Estep 
Score: -25027178.000000 Penalty: 5995.482422
	Iteration 148Q: 3 clusters Score -2.502718e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86747 members 
Mstep: Class 2 contains 90920 members 
Entering Unmasked Estep 
Score: -25027176.000000 Penalty: 5995.482422
	Iteration 149Q: 3 clusters Score -2.502718e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86755 members 
Mstep: Class 2 contains 90912 members 
Entering Unmasked Estep 
Score: -25027180.000000 Penalty: 5995.482422
	Iteration 150Q: 3 clusters Score -2.502718e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86766 members 
Mstep: Class 2 contains 90901 members 
Entering Unmasked Estep 
Score: -25027198.000000 Penalty: 5995.482422
	Iteration 151Q: 3 clusters Score -2.50272e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86775 members 
Mstep: Class 2 contains 90892 members 
Entering Unmasked Estep 
Score: -25027202.000000 Penalty: 5995.482422
	Iteration 152Q: 3 clusters Score -2.50272e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86789 members 
Mstep: Class 2 contains 90878 members 
Entering Unmasked Estep 
Score: -25027200.000000 Penalty: 5995.482422
	Iteration 153Q: 3 clusters Score -2.50272e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86796 members 
Mstep: Class 2 contains 90871 members 
Entering Unmasked Estep 
Score: -25027202.000000 Penalty: 5995.482422
	Iteration 154Q: 3 clusters Score -2.50272e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86804 members 
Mstep: Class 2 contains 90863 members 
Entering Unmasked Estep 
Score: -25027196.000000 Penalty: 5995.482422
	Iteration 155Q: 3 clusters Score -2.50272e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86806 members 
Mstep: Class 2 contains 90861 members 
Entering Unmasked Estep 
Score: -25027190.000000 Penalty: 5995.482422
	Iteration 156Q: 3 clusters Score -2.502719e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86812 members 
Mstep: Class 2 contains 90855 members 
Entering Unmasked Estep 
Score: -25027196.000000 Penalty: 5995.482422
	Iteration 157Q: 3 clusters Score -2.50272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86817 members 
Mstep: Class 2 contains 90850 members 
Entering Unmasked Estep 
Score: -25027206.000000 Penalty: 5995.482422
	Iteration 158Q: 3 clusters Score -2.502721e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86822 members 
Mstep: Class 2 contains 90845 members 
Entering Unmasked Estep 
Score: -25027204.000000 Penalty: 5995.482422
	Iteration 159Q: 3 clusters Score -2.50272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86829 members 
Mstep: Class 2 contains 90838 members 
Entering Unmasked Estep 
Score: -25027204.000000 Penalty: 5995.482422
	Iteration 160F: 3 clusters Score -2.50272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86831 members 
Mstep: Class 2 contains 90836 members 
Entering Unmasked Estep 
Score: -25027204.000000 Penalty: 5995.482422
	Iteration 161Q: 3 clusters Score -2.50272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86836 members 
Mstep: Class 2 contains 90831 members 
Entering Unmasked Estep 
Score: -25027198.000000 Penalty: 5995.482422
	Iteration 162Q: 3 clusters Score -2.50272e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86844 members 
Mstep: Class 2 contains 90823 members 
Entering Unmasked Estep 
Score: -25027190.000000 Penalty: 5995.482422
	Iteration 163Q: 3 clusters Score -2.502719e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86851 members 
Mstep: Class 2 contains 90816 members 
Entering Unmasked Estep 
Score: -25027178.000000 Penalty: 5995.482422
	Iteration 164Q: 3 clusters Score -2.502718e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86856 members 
Mstep: Class 2 contains 90811 members 
Entering Unmasked Estep 
Score: -25027176.000000 Penalty: 5995.482422
	Iteration 165Q: 3 clusters Score -2.502718e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86858 members 
Mstep: Class 2 contains 90809 members 
Entering Unmasked Estep 
Score: -25027176.000000 Penalty: 5995.482422
	Iteration 166Q: 3 clusters Score -2.502718e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86862 members 
Mstep: Class 2 contains 90805 members 
Entering Unmasked Estep 
Score: -25027172.000000 Penalty: 5995.482422
	Iteration 167Q: 3 clusters Score -2.502717e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86867 members 
Mstep: Class 2 contains 90800 members 
Entering Unmasked Estep 
Score: -25027172.000000 Penalty: 5995.482422
	Iteration 168Q: 3 clusters Score -2.502717e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86874 members 
Mstep: Class 2 contains 90793 members 
Entering Unmasked Estep 
Score: -25027184.000000 Penalty: 5995.482422
	Iteration 169Q: 3 clusters Score -2.502718e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86883 members 
Mstep: Class 2 contains 90784 members 
Entering Unmasked Estep 
Score: -25027172.000000 Penalty: 5995.482422
	Iteration 170Q: 3 clusters Score -2.502717e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86894 members 
Mstep: Class 2 contains 90773 members 
Entering Unmasked Estep 
Score: -25027212.000000 Penalty: 5995.482422
	Iteration 171Q: 3 clusters Score -2.502721e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86906 members 
Mstep: Class 2 contains 90761 members 
Entering Unmasked Estep 
Score: -25027196.000000 Penalty: 5995.482422
	Iteration 172Q: 3 clusters Score -2.50272e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86913 members 
Mstep: Class 2 contains 90754 members 
Entering Unmasked Estep 
Score: -25027188.000000 Penalty: 5995.482422
	Iteration 173Q: 3 clusters Score -2.502719e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86921 members 
Mstep: Class 2 contains 90746 members 
Entering Unmasked Estep 
Score: -25027206.000000 Penalty: 5995.482422
	Iteration 174Q: 3 clusters Score -2.502721e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86926 members 
Mstep: Class 2 contains 90741 members 
Entering Unmasked Estep 
Score: -25027208.000000 Penalty: 5995.482422
	Iteration 175Q: 3 clusters Score -2.502721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86928 members 
Mstep: Class 2 contains 90739 members 
Entering Unmasked Estep 
Score: -25027206.000000 Penalty: 5995.482422
	Iteration 176Q: 3 clusters Score -2.502721e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86929 members 
Mstep: Class 2 contains 90738 members 
Entering Unmasked Estep 
Score: -25027192.000000 Penalty: 5995.482422
	Iteration 177Q: 3 clusters Score -2.502719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86928 members 
Mstep: Class 2 contains 90739 members 
Entering Unmasked Estep 
Score: -25027204.000000 Penalty: 5995.482422
	Iteration 178Q: 3 clusters Score -2.50272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86929 members 
Mstep: Class 2 contains 90738 members 
Entering Unmasked Estep 
Score: -25027200.000000 Penalty: 5995.482422
	Iteration 179Q: 3 clusters Score -2.50272e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86929 members 
Mstep: Class 2 contains 90738 members 
Entering Unmasked Estep 
Score: -25027200.000000 Penalty: 5995.482422
	Iteration 180F: 3 clusters Score -2.50272e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Entering Unmasked Estep 
Score: -2354147.500000 Penalty: 2411.032715
	Iteration 0F: 2 clusters Score -2354148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -2342239.500000 Penalty: 4822.065430
	Iteration 0F: 3 clusters Score -2342240 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -2346187.000000 Penalty: 4822.065430
	Iteration 1F: 3 clusters Score -2346187 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2346577.250000 Penalty: 4822.065430
	Iteration 2F: 3 clusters Score -2346577 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -2346896.500000 Penalty: 4822.065430
	Iteration 3Q: 3 clusters Score -2346896 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -2347165.250000 Penalty: 4822.065430
	Iteration 4Q: 3 clusters Score -2347165 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2347481.500000 Penalty: 4822.065430
	Iteration 5Q: 3 clusters Score -2347482 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2347877.750000 Penalty: 4822.065430
	Iteration 6Q: 3 clusters Score -2347878 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -2348320.500000 Penalty: 4822.065430
	Iteration 7Q: 3 clusters Score -2348320 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -2348891.250000 Penalty: 4822.065430
	Iteration 8F: 3 clusters Score -2348891 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -2349494.500000 Penalty: 4822.065430
	Iteration 9F: 3 clusters Score -2349494 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -2350143.750000 Penalty: 4822.065430
	Iteration 10Q: 3 clusters Score -2350144 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -2350768.250000 Penalty: 4822.065430
	Iteration 11Q: 3 clusters Score -2350768 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -2351228.500000 Penalty: 4822.065430
	Iteration 12Q: 3 clusters Score -2351228 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -2351543.250000 Penalty: 4822.065430
	Iteration 13Q: 3 clusters Score -2351543 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -2351744.500000 Penalty: 4822.065430
	Iteration 14Q: 3 clusters Score -2351744 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -2351854.750000 Penalty: 4822.065430
	Iteration 15Q: 3 clusters Score -2351855 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -2351932.000000 Penalty: 4822.065430
	Iteration 16Q: 3 clusters Score -2351932 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -2351976.000000 Penalty: 4822.065430
	Iteration 17Q: 3 clusters Score -2351976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -2351989.750000 Penalty: 4822.065430
	Iteration 18Q: 3 clusters Score -2351990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -2352000.500000 Penalty: 4822.065430
	Iteration 19Q: 3 clusters Score -2352000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -2352014.000000 Penalty: 4822.065430
	Iteration 20F: 3 clusters Score -2352014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -2352027.000000 Penalty: 4822.065430
	Iteration 21Q: 3 clusters Score -2352027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -2352030.000000 Penalty: 4822.065430
	Iteration 22Q: 3 clusters Score -2352030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -2352040.750000 Penalty: 4822.065430
	Iteration 23Q: 3 clusters Score -2352041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -2352048.250000 Penalty: 4822.065430
	Iteration 24Q: 3 clusters Score -2352048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -2352055.500000 Penalty: 4822.065430
	Iteration 25Q: 3 clusters Score -2352056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -2352060.000000 Penalty: 4822.065430
	Iteration 26Q: 3 clusters Score -2352060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -2352060.750000 Penalty: 4822.065430
	Iteration 27Q: 3 clusters Score -2352061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -2352060.750000 Penalty: 4822.065430
	Iteration 28F: 3 clusters Score -2352061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (72050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72050 members 
Entering Unmasked Estep 
Score: -10134771.000000 Penalty: 2773.908691
	Iteration 0F: 2 clusters Score -1.013477e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -10086539.000000 Penalty: 5547.817383
	Iteration 0F: 3 clusters Score -1.008654e+07 nChanged 33617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 40038 members 
Entering Unmasked Estep 
Score: -10105768.000000 Penalty: 5547.817383
	Iteration 1F: 3 clusters Score -1.010577e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
Score: -10106929.000000 Penalty: 5547.817383
	Iteration 2Q: 3 clusters Score -1.010693e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 45647 members 
Entering Unmasked Estep 
Score: -10108982.000000 Penalty: 5547.817383
	Iteration 3F: 3 clusters Score -1.010898e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 50207 members 
Entering Unmasked Estep 
Score: -10112062.000000 Penalty: 5547.817383
	Iteration 4F: 3 clusters Score -1.011206e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 56056 members 
Entering Unmasked Estep 
Score: -10117119.000000 Penalty: 5547.817383
	Iteration 5F: 3 clusters Score -1.011712e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 62167 members 
Entering Unmasked Estep 
Score: -10123121.000000 Penalty: 5547.817383
	Iteration 6F: 3 clusters Score -1.012312e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 66972 members 
Entering Unmasked Estep 
Score: -10127877.000000 Penalty: 5547.817383
	Iteration 7F: 3 clusters Score -1.012788e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 69666 members 
Entering Unmasked Estep 
Score: -10130460.000000 Penalty: 5547.817383
	Iteration 8Q: 3 clusters Score -1.013046e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 70900 members 
Entering Unmasked Estep 
Score: -10131671.000000 Penalty: 5547.817383
	Iteration 9Q: 3 clusters Score -1.013167e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 71373 members 
Entering Unmasked Estep 
Score: -10132174.000000 Penalty: 5547.817383
	Iteration 10Q: 3 clusters Score -1.013217e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 71530 members 
Entering Unmasked Estep 
Score: -10132352.000000 Penalty: 5547.817383
	Iteration 11Q: 3 clusters Score -1.013235e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 71609 members 
Entering Unmasked Estep 
Score: -10132485.000000 Penalty: 5547.817383
	Iteration 12Q: 3 clusters Score -1.013248e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 71643 members 
Entering Unmasked Estep 
Score: -10132581.000000 Penalty: 5547.817383
	Iteration 13Q: 3 clusters Score -1.013258e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 71659 members 
Entering Unmasked Estep 
Score: -10132623.000000 Penalty: 5547.817383
	Iteration 14Q: 3 clusters Score -1.013262e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 71671 members 
Entering Unmasked Estep 
Score: -10132668.000000 Penalty: 5547.817383
	Iteration 15Q: 3 clusters Score -1.013267e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 71680 members 
Entering Unmasked Estep 
Score: -10132689.000000 Penalty: 5547.817383
	Iteration 16Q: 3 clusters Score -1.013269e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 71681 members 
Entering Unmasked Estep 
Score: -10132703.000000 Penalty: 5547.817383
	Iteration 17Q: 3 clusters Score -1.01327e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 71683 members 
Entering Unmasked Estep 
Score: -10132725.000000 Penalty: 5547.817383
	Iteration 18Q: 3 clusters Score -1.013272e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 71683 members 
Entering Unmasked Estep 
Score: -10132743.000000 Penalty: 5547.817383
	Iteration 19Q: 3 clusters Score -1.013274e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 71678 members 
Entering Unmasked Estep 
Score: -10132773.000000 Penalty: 5547.817383
	Iteration 20F: 3 clusters Score -1.013277e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 71668 members 
Entering Unmasked Estep 
Score: -10132798.000000 Penalty: 5547.817383
	Iteration 21Q: 3 clusters Score -1.01328e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 71666 members 
Entering Unmasked Estep 
Score: -10132805.000000 Penalty: 5547.817383
	Iteration 22Q: 3 clusters Score -1.01328e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 71660 members 
Entering Unmasked Estep 
Score: -10132827.000000 Penalty: 5547.817383
	Iteration 23Q: 3 clusters Score -1.013283e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 71660 members 
Entering Unmasked Estep 
Score: -10132831.000000 Penalty: 5547.817383
	Iteration 24Q: 3 clusters Score -1.013283e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 71663 members 
Entering Unmasked Estep 
Score: -10132857.000000 Penalty: 5547.817383
	Iteration 25Q: 3 clusters Score -1.013286e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 71668 members 
Entering Unmasked Estep 
Score: -10132868.000000 Penalty: 5547.817383
	Iteration 26Q: 3 clusters Score -1.013287e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 71667 members 
Entering Unmasked Estep 
Score: -10132879.000000 Penalty: 5547.817383
	Iteration 27Q: 3 clusters Score -1.013288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 71665 members 
Entering Unmasked Estep 
Score: -10132884.000000 Penalty: 5547.817383
	Iteration 28Q: 3 clusters Score -1.013288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 71662 members 
Entering Unmasked Estep 
Score: -10132881.000000 Penalty: 5547.817383
	Iteration 29Q: 3 clusters Score -1.013288e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 71662 members 
Entering Unmasked Estep 
Score: -10132881.000000 Penalty: 5547.817383
	Iteration 30F: 3 clusters Score -1.013288e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Entering Unmasked Estep 
Score: -975263.437500 Penalty: 2202.212891
	Iteration 0F: 2 clusters Score -975263.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -969436.062500 Penalty: 4404.425781
	Iteration 0F: 3 clusters Score -969436.1 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -971047.750000 Penalty: 4404.425781
	Iteration 1F: 3 clusters Score -971047.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -971355.500000 Penalty: 4404.425781
	Iteration 2F: 3 clusters Score -971355.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -971620.375000 Penalty: 4404.425781
	Iteration 3F: 3 clusters Score -971620.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -971884.437500 Penalty: 4404.425781
	Iteration 4F: 3 clusters Score -971884.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -972150.625000 Penalty: 4404.425781
	Iteration 5Q: 3 clusters Score -972150.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -972398.062500 Penalty: 4404.425781
	Iteration 6Q: 3 clusters Score -972398.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -972622.812500 Penalty: 4404.425781
	Iteration 7Q: 3 clusters Score -972622.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -972808.750000 Penalty: 4404.425781
	Iteration 8Q: 3 clusters Score -972808.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -972973.875000 Penalty: 4404.425781
	Iteration 9Q: 3 clusters Score -972973.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -973091.625000 Penalty: 4404.425781
	Iteration 10Q: 3 clusters Score -973091.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -973161.812500 Penalty: 4404.425781
	Iteration 11Q: 3 clusters Score -973161.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -973226.875000 Penalty: 4404.425781
	Iteration 12Q: 3 clusters Score -973226.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -973276.000000 Penalty: 4404.425781
	Iteration 13Q: 3 clusters Score -973276 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -973309.250000 Penalty: 4404.425781
	Iteration 14Q: 3 clusters Score -973309.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -973336.000000 Penalty: 4404.425781
	Iteration 15Q: 3 clusters Score -973336 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -973352.000000 Penalty: 4404.425781
	Iteration 16Q: 3 clusters Score -973352 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -973371.000000 Penalty: 4404.425781
	Iteration 17Q: 3 clusters Score -973371 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -973385.187500 Penalty: 4404.425781
	Iteration 18Q: 3 clusters Score -973385.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -973397.687500 Penalty: 4404.425781
	Iteration 19Q: 3 clusters Score -973397.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -973410.125000 Penalty: 4404.425781
	Iteration 20F: 3 clusters Score -973410.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -973424.000000 Penalty: 4404.425781
	Iteration 21Q: 3 clusters Score -973424 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -973437.250000 Penalty: 4404.425781
	Iteration 22Q: 3 clusters Score -973437.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -973446.250000 Penalty: 4404.425781
	Iteration 23Q: 3 clusters Score -973446.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -973453.937500 Penalty: 4404.425781
	Iteration 24Q: 3 clusters Score -973453.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -973460.000000 Penalty: 4404.425781
	Iteration 25Q: 3 clusters Score -973460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -973463.687500 Penalty: 4404.425781
	Iteration 26Q: 3 clusters Score -973463.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -973468.937500 Penalty: 4404.425781
	Iteration 27Q: 3 clusters Score -973468.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -973473.375000 Penalty: 4404.425781
	Iteration 28Q: 3 clusters Score -973473.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -973481.812500 Penalty: 4404.425781
	Iteration 29Q: 3 clusters Score -973481.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -973493.875000 Penalty: 4404.425781
	Iteration 30Q: 3 clusters Score -973493.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -973510.250000 Penalty: 4404.425781
	Iteration 31Q: 3 clusters Score -973510.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -973524.375000 Penalty: 4404.425781
	Iteration 32Q: 3 clusters Score -973524.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -973534.562500 Penalty: 4404.425781
	Iteration 33Q: 3 clusters Score -973534.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -973549.000000 Penalty: 4404.425781
	Iteration 34Q: 3 clusters Score -973549 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -973560.125000 Penalty: 4404.425781
	Iteration 35Q: 3 clusters Score -973560.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -973577.812500 Penalty: 4404.425781
	Iteration 36Q: 3 clusters Score -973577.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -973589.812500 Penalty: 4404.425781
	Iteration 37Q: 3 clusters Score -973589.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -973606.312500 Penalty: 4404.425781
	Iteration 38Q: 3 clusters Score -973606.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -973618.687500 Penalty: 4404.425781
	Iteration 39Q: 3 clusters Score -973618.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -973648.125000 Penalty: 4404.425781
	Iteration 40F: 3 clusters Score -973648.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -973691.750000 Penalty: 4404.425781
	Iteration 41Q: 3 clusters Score -973691.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -973746.937500 Penalty: 4404.425781
	Iteration 42Q: 3 clusters Score -973746.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -973783.562500 Penalty: 4404.425781
	Iteration 43Q: 3 clusters Score -973783.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -973812.687500 Penalty: 4404.425781
	Iteration 44Q: 3 clusters Score -973812.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -973830.562500 Penalty: 4404.425781
	Iteration 45Q: 3 clusters Score -973830.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -973838.562500 Penalty: 4404.425781
	Iteration 46Q: 3 clusters Score -973838.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -973848.187500 Penalty: 4404.425781
	Iteration 47Q: 3 clusters Score -973848.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -973852.000000 Penalty: 4404.425781
	Iteration 48Q: 3 clusters Score -973852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -973855.625000 Penalty: 4404.425781
	Iteration 49Q: 3 clusters Score -973855.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -973858.750000 Penalty: 4404.425781
	Iteration 50Q: 3 clusters Score -973858.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -973861.875000 Penalty: 4404.425781
	Iteration 51Q: 3 clusters Score -973861.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -973863.750000 Penalty: 4404.425781
	Iteration 52Q: 3 clusters Score -973863.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -973862.687500 Penalty: 4404.425781
	Iteration 53Q: 3 clusters Score -973862.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -973864.500000 Penalty: 4404.425781
	Iteration 54Q: 3 clusters Score -973864.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -973865.312500 Penalty: 4404.425781
	Iteration 55Q: 3 clusters Score -973865.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -973865.250000 Penalty: 4404.425781
	Iteration 56Q: 3 clusters Score -973865.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -973865.625000 Penalty: 4404.425781
	Iteration 57Q: 3 clusters Score -973865.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -973868.625000 Penalty: 4404.425781
	Iteration 58Q: 3 clusters Score -973868.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -973867.437500 Penalty: 4404.425781
	Iteration 59Q: 3 clusters Score -973867.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -973867.750000 Penalty: 4404.425781
	Iteration 60F: 3 clusters Score -973867.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (132650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132650 members 
Entering Unmasked Estep 
Score: -18766332.000000 Penalty: 2925.276367
	Iteration 0F: 2 clusters Score -1.876633e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66223 members 
Mstep: Class 2 contains 66427 members 
Entering Unmasked Estep 
Score: -18682904.000000 Penalty: 5850.552734
	Iteration 0F: 3 clusters Score -1.86829e+07 nChanged 63203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64394 members 
Mstep: Class 2 contains 68256 members 
Entering Unmasked Estep 
Score: -18719062.000000 Penalty: 5850.552734
	Iteration 1F: 3 clusters Score -1.871906e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63415 members 
Mstep: Class 2 contains 69235 members 
Entering Unmasked Estep 
Score: -18719692.000000 Penalty: 5850.552734
	Iteration 2Q: 3 clusters Score -1.871969e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61867 members 
Mstep: Class 2 contains 70783 members 
Entering Unmasked Estep 
Score: -18720524.000000 Penalty: 5850.552734
	Iteration 3Q: 3 clusters Score -1.872052e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59438 members 
Mstep: Class 2 contains 73212 members 
Entering Unmasked Estep 
Score: -18721758.000000 Penalty: 5850.552734
	Iteration 4Q: 3 clusters Score -1.872176e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55764 members 
Mstep: Class 2 contains 76886 members 
Entering Unmasked Estep 
Score: -18723626.000000 Penalty: 5850.552734
	Iteration 5Q: 3 clusters Score -1.872363e+07 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50174 members 
Mstep: Class 2 contains 82476 members 
Entering Unmasked Estep 
Score: -18727352.000000 Penalty: 5850.552734
	Iteration 6F: 3 clusters Score -1.872735e+07 nChanged 9313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 90427 members 
Entering Unmasked Estep 
Score: -18733226.000000 Penalty: 5850.552734
	Iteration 7F: 3 clusters Score -1.873323e+07 nChanged 10600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Mstep: Class 2 contains 100245 members 
Entering Unmasked Estep 
Score: -18741368.000000 Penalty: 5850.552734
	Iteration 8F: 3 clusters Score -1.874137e+07 nChanged 10668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 110581 members 
Entering Unmasked Estep 
Score: -18750490.000000 Penalty: 5850.552734
	Iteration 9F: 3 clusters Score -1.875049e+07 nChanged 8135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 118562 members 
Entering Unmasked Estep 
Score: -18757400.000000 Penalty: 5850.552734
	Iteration 10F: 3 clusters Score -1.87574e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 123154 members 
Entering Unmasked Estep 
Score: -18761322.000000 Penalty: 5850.552734
	Iteration 11Q: 3 clusters Score -1.876132e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 125699 members 
Entering Unmasked Estep 
Score: -18763252.000000 Penalty: 5850.552734
	Iteration 12Q: 3 clusters Score -1.876325e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 127275 members 
Entering Unmasked Estep 
Score: -18764360.000000 Penalty: 5850.552734
	Iteration 13Q: 3 clusters Score -1.876436e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 128309 members 
Entering Unmasked Estep 
Score: -18764948.000000 Penalty: 5850.552734
	Iteration 14Q: 3 clusters Score -1.876495e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 129080 members 
Entering Unmasked Estep 
Score: -18765302.000000 Penalty: 5850.552734
	Iteration 15Q: 3 clusters Score -1.87653e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 129646 members 
Entering Unmasked Estep 
Score: -18765604.000000 Penalty: 5850.552734
	Iteration 16Q: 3 clusters Score -1.87656e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 130011 members 
Entering Unmasked Estep 
Score: -18765812.000000 Penalty: 5850.552734
	Iteration 17Q: 3 clusters Score -1.876581e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 130260 members 
Entering Unmasked Estep 
Score: -18765886.000000 Penalty: 5850.552734
	Iteration 18Q: 3 clusters Score -1.876589e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 130432 members 
Entering Unmasked Estep 
Score: -18765916.000000 Penalty: 5850.552734
	Iteration 19Q: 3 clusters Score -1.876592e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 130549 members 
Entering Unmasked Estep 
Score: -18766006.000000 Penalty: 5850.552734
	Iteration 20F: 3 clusters Score -1.876601e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 130631 members 
Entering Unmasked Estep 
Score: -18766046.000000 Penalty: 5850.552734
	Iteration 21Q: 3 clusters Score -1.876605e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 130689 members 
Entering Unmasked Estep 
Score: -18766078.000000 Penalty: 5850.552734
	Iteration 22Q: 3 clusters Score -1.876608e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 130732 members 
Entering Unmasked Estep 
Score: -18766094.000000 Penalty: 5850.552734
	Iteration 23Q: 3 clusters Score -1.876609e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 130775 members 
Entering Unmasked Estep 
Score: -18766096.000000 Penalty: 5850.552734
	Iteration 24Q: 3 clusters Score -1.87661e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 130814 members 
Entering Unmasked Estep 
Score: -18766082.000000 Penalty: 5850.552734
	Iteration 25Q: 3 clusters Score -1.876608e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 130837 members 
Entering Unmasked Estep 
Score: -18766068.000000 Penalty: 5850.552734
	Iteration 26Q: 3 clusters Score -1.876607e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 130858 members 
Entering Unmasked Estep 
Score: -18766068.000000 Penalty: 5850.552734
	Iteration 27Q: 3 clusters Score -1.876607e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 130878 members 
Entering Unmasked Estep 
Score: -18766096.000000 Penalty: 5850.552734
	Iteration 28Q: 3 clusters Score -1.87661e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 130896 members 
Entering Unmasked Estep 
Score: -18766072.000000 Penalty: 5850.552734
	Iteration 29Q: 3 clusters Score -1.876607e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 130919 members 
Entering Unmasked Estep 
Score: -18766082.000000 Penalty: 5850.552734
	Iteration 30Q: 3 clusters Score -1.876608e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 130936 members 
Entering Unmasked Estep 
Score: -18766090.000000 Penalty: 5850.552734
	Iteration 31Q: 3 clusters Score -1.876609e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 130952 members 
Entering Unmasked Estep 
Score: -18766090.000000 Penalty: 5850.552734
	Iteration 32Q: 3 clusters Score -1.876609e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 130960 members 
Entering Unmasked Estep 
Score: -18766084.000000 Penalty: 5850.552734
	Iteration 33Q: 3 clusters Score -1.876608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 130965 members 
Entering Unmasked Estep 
Score: -18766088.000000 Penalty: 5850.552734
	Iteration 34Q: 3 clusters Score -1.876609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 130966 members 
Entering Unmasked Estep 
Score: -18766092.000000 Penalty: 5850.552734
	Iteration 35Q: 3 clusters Score -1.876609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 130969 members 
Entering Unmasked Estep 
Score: -18766096.000000 Penalty: 5850.552734
	Iteration 36Q: 3 clusters Score -1.87661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 130971 members 
Entering Unmasked Estep 
Score: -18766098.000000 Penalty: 5850.552734
	Iteration 37Q: 3 clusters Score -1.87661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 130975 members 
Entering Unmasked Estep 
Score: -18766092.000000 Penalty: 5850.552734
	Iteration 38Q: 3 clusters Score -1.876609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 130975 members 
Entering Unmasked Estep 
Score: -18766084.000000 Penalty: 5850.552734
	Iteration 39Q: 3 clusters Score -1.876608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 130976 members 
Entering Unmasked Estep 
Score: -18766090.000000 Penalty: 5850.552734
	Iteration 40F: 3 clusters Score -1.876609e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Entering Unmasked Estep 
Score: -2475269.000000 Penalty: 2421.599121
	Iteration 0F: 2 clusters Score -2475269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2462940.500000 Penalty: 4843.198242
	Iteration 0F: 3 clusters Score -2462940 nChanged 7490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -2466904.500000 Penalty: 4843.198242
	Iteration 1F: 3 clusters Score -2466904 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2467262.000000 Penalty: 4843.198242
	Iteration 2F: 3 clusters Score -2467262 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -2467592.500000 Penalty: 4843.198242
	Iteration 3Q: 3 clusters Score -2467592 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2467931.500000 Penalty: 4843.198242
	Iteration 4Q: 3 clusters Score -2467932 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -2468273.500000 Penalty: 4843.198242
	Iteration 5Q: 3 clusters Score -2468274 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -2468695.250000 Penalty: 4843.198242
	Iteration 6Q: 3 clusters Score -2468695 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -2469295.250000 Penalty: 4843.198242
	Iteration 7F: 3 clusters Score -2469295 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2470072.000000 Penalty: 4843.198242
	Iteration 8F: 3 clusters Score -2470072 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2470978.500000 Penalty: 4843.198242
	Iteration 9F: 3 clusters Score -2470978 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -2471833.500000 Penalty: 4843.198242
	Iteration 10F: 3 clusters Score -2471834 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -2472539.000000 Penalty: 4843.198242
	Iteration 11Q: 3 clusters Score -2472539 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -2472980.000000 Penalty: 4843.198242
	Iteration 12Q: 3 clusters Score -2472980 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -2473288.250000 Penalty: 4843.198242
	Iteration 13Q: 3 clusters Score -2473288 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -2473442.750000 Penalty: 4843.198242
	Iteration 14Q: 3 clusters Score -2473443 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -2473529.500000 Penalty: 4843.198242
	Iteration 15Q: 3 clusters Score -2473530 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -2473572.250000 Penalty: 4843.198242
	Iteration 16Q: 3 clusters Score -2473572 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -2473596.250000 Penalty: 4843.198242
	Iteration 17Q: 3 clusters Score -2473596 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -2473634.250000 Penalty: 4843.198242
	Iteration 18Q: 3 clusters Score -2473634 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -2473651.750000 Penalty: 4843.198242
	Iteration 19Q: 3 clusters Score -2473652 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2473674.750000 Penalty: 4843.198242
	Iteration 20F: 3 clusters Score -2473675 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -2473683.250000 Penalty: 4843.198242
	Iteration 21Q: 3 clusters Score -2473683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -2473692.500000 Penalty: 4843.198242
	Iteration 22Q: 3 clusters Score -2473692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -2473694.000000 Penalty: 4843.198242
	Iteration 23Q: 3 clusters Score -2473694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2473698.000000 Penalty: 4843.198242
	Iteration 24Q: 3 clusters Score -2473698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -2473704.000000 Penalty: 4843.198242
	Iteration 25Q: 3 clusters Score -2473704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2473707.250000 Penalty: 4843.198242
	Iteration 26Q: 3 clusters Score -2473707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2473707.250000 Penalty: 4843.198242
	Iteration 27Q: 3 clusters Score -2473707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -2473709.500000 Penalty: 4843.198242
	Iteration 28Q: 3 clusters Score -2473710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -2473713.250000 Penalty: 4843.198242
	Iteration 29Q: 3 clusters Score -2473713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -2473716.000000 Penalty: 4843.198242
	Iteration 30Q: 3 clusters Score -2473716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -2473719.000000 Penalty: 4843.198242
	Iteration 31Q: 3 clusters Score -2473719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -2473715.250000 Penalty: 4843.198242
	Iteration 32Q: 3 clusters Score -2473715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -2473715.750000 Penalty: 4843.198242
	Iteration 33Q: 3 clusters Score -2473716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -2473717.750000 Penalty: 4843.198242
	Iteration 34Q: 3 clusters Score -2473718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -2473717.750000 Penalty: 4843.198242
	Iteration 35F: 3 clusters Score -2473718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (84665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84665 members 
Entering Unmasked Estep 
Score: -11594272.000000 Penalty: 2813.921387
	Iteration 0F: 2 clusters Score -1.159427e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42369 members 
Mstep: Class 2 contains 42296 members 
Entering Unmasked Estep 
Score: -11537466.000000 Penalty: 5627.842773
	Iteration 0F: 3 clusters Score -1.153747e+07 nChanged 39977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42830 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -11560888.000000 Penalty: 5627.842773
	Iteration 1F: 3 clusters Score -1.156089e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 41061 members 
Entering Unmasked Estep 
Score: -11563665.000000 Penalty: 5627.842773
	Iteration 2Q: 3 clusters Score -1.156366e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45729 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -11568437.000000 Penalty: 5627.842773
	Iteration 3F: 3 clusters Score -1.156844e+07 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49920 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -11574400.000000 Penalty: 5627.842773
	Iteration 4F: 3 clusters Score -1.15744e+07 nChanged 8304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55906 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -11581037.000000 Penalty: 5627.842773
	Iteration 5F: 3 clusters Score -1.158104e+07 nChanged 7619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62321 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -11587680.000000 Penalty: 5627.842773
	Iteration 6F: 3 clusters Score -1.158768e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67839 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -11592939.000000 Penalty: 5627.842773
	Iteration 7F: 3 clusters Score -1.159294e+07 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71971 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -11596675.000000 Penalty: 5627.842773
	Iteration 8F: 3 clusters Score -1.159668e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74862 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -11599036.000000 Penalty: 5627.842773
	Iteration 9Q: 3 clusters Score -1.159904e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76744 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -11600368.000000 Penalty: 5627.842773
	Iteration 10Q: 3 clusters Score -1.160037e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77899 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -11601024.000000 Penalty: 5627.842773
	Iteration 11Q: 3 clusters Score -1.160102e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78557 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -11601278.000000 Penalty: 5627.842773
	Iteration 12Q: 3 clusters Score -1.160128e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79004 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -11601415.000000 Penalty: 5627.842773
	Iteration 13Q: 3 clusters Score -1.160142e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79307 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -11601493.000000 Penalty: 5627.842773
	Iteration 14Q: 3 clusters Score -1.160149e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79512 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -11601530.000000 Penalty: 5627.842773
	Iteration 15Q: 3 clusters Score -1.160153e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79642 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -11601572.000000 Penalty: 5627.842773
	Iteration 16Q: 3 clusters Score -1.160157e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79742 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -11601569.000000 Penalty: 5627.842773
	Iteration 17Q: 3 clusters Score -1.160157e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79807 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -11601550.000000 Penalty: 5627.842773
	Iteration 18Q: 3 clusters Score -1.160155e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79852 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -11601563.000000 Penalty: 5627.842773
	Iteration 19Q: 3 clusters Score -1.160156e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79880 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -11601555.000000 Penalty: 5627.842773
	Iteration 20F: 3 clusters Score -1.160156e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79904 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -11601566.000000 Penalty: 5627.842773
	Iteration 21Q: 3 clusters Score -1.160157e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79925 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -11601551.000000 Penalty: 5627.842773
	Iteration 22Q: 3 clusters Score -1.160155e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79937 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -11601559.000000 Penalty: 5627.842773
	Iteration 23Q: 3 clusters Score -1.160156e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79946 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -11601558.000000 Penalty: 5627.842773
	Iteration 24Q: 3 clusters Score -1.160156e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79952 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -11601559.000000 Penalty: 5627.842773
	Iteration 25Q: 3 clusters Score -1.160156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79955 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -11601560.000000 Penalty: 5627.842773
	Iteration 26Q: 3 clusters Score -1.160156e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79960 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -11601553.000000 Penalty: 5627.842773
	Iteration 27Q: 3 clusters Score -1.160155e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79966 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -11601550.000000 Penalty: 5627.842773
	Iteration 28Q: 3 clusters Score -1.160155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79970 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -11601547.000000 Penalty: 5627.842773
	Iteration 29Q: 3 clusters Score -1.160155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79974 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -11601556.000000 Penalty: 5627.842773
	Iteration 30Q: 3 clusters Score -1.160156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79977 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -11601556.000000 Penalty: 5627.842773
	Iteration 31Q: 3 clusters Score -1.160156e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79977 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -11601556.000000 Penalty: 5627.842773
	Iteration 32F: 3 clusters Score -1.160156e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 41232 members 
Mstep: Class 2 contains 1963 members 
Mstep: Class 3 contains 572 members 
Mstep: Class 4 contains 165103 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 3865 members 
Mstep: Class 7 contains 1336 members 
Mstep: Class 8 contains 4330 members 
Mstep: Class 9 contains 174030 members 
Mstep: Class 10 contains 6975 members 
Mstep: Class 11 contains 11873 members 
Mstep: Class 12 contains 4688 members 
Mstep: Class 13 contains 40091 members 
Mstep: Class 15 contains 177667 members 
Mstep: Class 16 contains 16679 members 
Mstep: Class 18 contains 72050 members 
Mstep: Class 19 contains 7186 members 
Mstep: Class 20 contains 132650 members 
Mstep: Class 21 contains 17405 members 
Mstep: Class 22 contains 79977 members 
Entering Unmasked Estep 
Score: -132629344.000000 Penalty: 68328.031250
Splitting cluster 22 changes total score from -132603648.000000 to -132629344.000000
So it's getting split into cluster 12.
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 41232 members 
Mstep: Class 2 contains 1963 members 
Mstep: Class 4 contains 165103 members 
Mstep: Class 6 contains 3865 members 
Mstep: Class 7 contains 1336 members 
Mstep: Class 9 contains 174030 members 
Mstep: Class 10 contains 6975 members 
Mstep: Class 11 contains 11873 members 
Mstep: Class 13 contains 40091 members 
Mstep: Class 15 contains 177667 members 
Mstep: Class 16 contains 16679 members 
Mstep: Class 18 contains 72050 members 
Mstep: Class 19 contains 7186 members 
Mstep: Class 20 contains 132650 members 
Mstep: Class 21 contains 17405 members 
Mstep: Class 22 contains 79977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132631832.000000 Penalty: 68328.031250
Iteration 39Q: 21 clusters Score -1.326318e+08 nChanged 12612
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 164301 members 
Mstep: Class 5 contains 1294 members 
Mstep: Class 6 contains 3859 members 
Mstep: Class 7 contains 1334 members 
Mstep: Class 8 contains 4495 members 
Mstep: Class 9 contains 172177 members 
Mstep: Class 10 contains 6753 members 
Mstep: Class 11 contains 12408 members 
Mstep: Class 12 contains 4687 members 
Mstep: Class 13 contains 39834 members 
Mstep: Class 15 contains 178418 members 
Mstep: Class 16 contains 16751 members 
Mstep: Class 18 contains 71828 members 
Mstep: Class 19 contains 7293 members 
Mstep: Class 20 contains 133466 members 
Mstep: Class 21 contains 17583 members 
Mstep: Class 22 contains 80731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132638080.000000 Penalty: 68328.031250
Iteration 40F: 21 clusters Score -1.326381e+08 nChanged 10088
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 41162 members 
Mstep: Class 2 contains 2001 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 164435 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 1292 members 
Mstep: Class 8 contains 4943 members 
Mstep: Class 9 contains 170524 members 
Mstep: Class 10 contains 6576 members 
Mstep: Class 11 contains 12884 members 
Mstep: Class 12 contains 4763 members 
Mstep: Class 13 contains 39462 members 
Mstep: Class 15 contains 178639 members 
Mstep: Class 16 contains 16753 members 
Mstep: Class 18 contains 71628 members 
Mstep: Class 19 contains 7624 members 
Mstep: Class 20 contains 133835 members 
Mstep: Class 21 contains 17687 members 
Mstep: Class 22 contains 80906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132641712.000000 Penalty: 68328.031250
Iteration 41Q: 21 clusters Score -1.326417e+08 nChanged 8366
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 2021 members 
Mstep: Class 3 contains 784 members 
Mstep: Class 4 contains 165208 members 
Mstep: Class 5 contains 1305 members 
Mstep: Class 6 contains 3857 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 5260 members 
Mstep: Class 9 contains 168949 members 
Mstep: Class 10 contains 6395 members 
Mstep: Class 11 contains 13279 members 
Mstep: Class 12 contains 4875 members 
Mstep: Class 13 contains 39010 members 
Mstep: Class 15 contains 178753 members 
Mstep: Class 16 contains 16760 members 
Mstep: Class 18 contains 71499 members 
Mstep: Class 19 contains 7929 members 
Mstep: Class 20 contains 134026 members 
Mstep: Class 21 contains 17848 members 
Mstep: Class 22 contains 80897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132643136.000000 Penalty: 68328.031250
Iteration 42Q: 21 clusters Score -1.326431e+08 nChanged 7743
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 41182 members 
Mstep: Class 2 contains 2032 members 
Mstep: Class 3 contains 778 members 
Mstep: Class 4 contains 165855 members 
Mstep: Class 5 contains 1298 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 8 contains 5524 members 
Mstep: Class 9 contains 167404 members 
Mstep: Class 10 contains 6206 members 
Mstep: Class 11 contains 13608 members 
Mstep: Class 12 contains 4994 members 
Mstep: Class 13 contains 38633 members 
Mstep: Class 15 contains 178911 members 
Mstep: Class 16 contains 16766 members 
Mstep: Class 18 contains 71416 members 
Mstep: Class 19 contains 8166 members 
Mstep: Class 20 contains 134151 members 
Mstep: Class 21 contains 18015 members 
Mstep: Class 22 contains 80974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132644568.000000 Penalty: 68328.031250
Iteration 43Q: 21 clusters Score -1.326446e+08 nChanged 7012
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 2045 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 166571 members 
Mstep: Class 5 contains 1294 members 
Mstep: Class 6 contains 3862 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 8 contains 5772 members 
Mstep: Class 9 contains 165980 members 
Mstep: Class 10 contains 6022 members 
Mstep: Class 11 contains 13899 members 
Mstep: Class 12 contains 5120 members 
Mstep: Class 13 contains 38235 members 
Mstep: Class 15 contains 178950 members 
Mstep: Class 16 contains 16805 members 
Mstep: Class 18 contains 71350 members 
Mstep: Class 19 contains 8332 members 
Mstep: Class 20 contains 134223 members 
Mstep: Class 21 contains 18175 members 
Mstep: Class 22 contains 81116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132645152.000000 Penalty: 68328.031250
Iteration 44Q: 21 clusters Score -1.326452e+08 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 2053 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 167059 members 
Mstep: Class 5 contains 1294 members 
Mstep: Class 6 contains 3861 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 8 contains 6014 members 
Mstep: Class 9 contains 164804 members 
Mstep: Class 10 contains 5860 members 
Mstep: Class 11 contains 14183 members 
Mstep: Class 12 contains 5255 members 
Mstep: Class 13 contains 37884 members 
Mstep: Class 15 contains 178952 members 
Mstep: Class 16 contains 16855 members 
Mstep: Class 18 contains 71288 members 
Mstep: Class 19 contains 8415 members 
Mstep: Class 20 contains 134249 members 
Mstep: Class 21 contains 18304 members 
Mstep: Class 22 contains 81343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132645560.000000 Penalty: 68328.031250
Iteration 45Q: 21 clusters Score -1.326456e+08 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 737 members 
Mstep: Class 4 contains 167315 members 
Mstep: Class 5 contains 1294 members 
Mstep: Class 6 contains 3861 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 8 contains 6265 members 
Mstep: Class 9 contains 163946 members 
Mstep: Class 10 contains 5679 members 
Mstep: Class 11 contains 14431 members 
Mstep: Class 12 contains 5416 members 
Mstep: Class 13 contains 37471 members 
Mstep: Class 15 contains 178965 members 
Mstep: Class 16 contains 16877 members 
Mstep: Class 18 contains 71246 members 
Mstep: Class 19 contains 8483 members 
Mstep: Class 20 contains 134276 members 
Mstep: Class 21 contains 18409 members 
Mstep: Class 22 contains 81607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132645272.000000 Penalty: 68328.031250
Iteration 46Q: 21 clusters Score -1.326453e+08 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 731 members 
Mstep: Class 4 contains 167237 members 
Mstep: Class 5 contains 1294 members 
Mstep: Class 6 contains 3862 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 8 contains 6551 members 
Mstep: Class 9 contains 163257 members 
Mstep: Class 10 contains 5522 members 
Mstep: Class 11 contains 14684 members 
Mstep: Class 12 contains 5567 members 
Mstep: Class 13 contains 37069 members 
Mstep: Class 15 contains 178940 members 
Mstep: Class 16 contains 16901 members 
Mstep: Class 18 contains 71210 members 
Mstep: Class 19 contains 8526 members 
Mstep: Class 20 contains 134330 members 
Mstep: Class 21 contains 18496 members 
Mstep: Class 22 contains 82079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132645888.000000 Penalty: 68328.031250
Iteration 47Q: 21 clusters Score -1.326459e+08 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 41482 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 166948 members 
Mstep: Class 5 contains 1294 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 8 contains 6802 members 
Mstep: Class 9 contains 162755 members 
Mstep: Class 10 contains 5392 members 
Mstep: Class 11 contains 14927 members 
Mstep: Class 12 contains 5727 members 
Mstep: Class 13 contains 36689 members 
Mstep: Class 15 contains 178905 members 
Mstep: Class 16 contains 16924 members 
Mstep: Class 18 contains 71167 members 
Mstep: Class 19 contains 8583 members 
Mstep: Class 20 contains 134360 members 
Mstep: Class 21 contains 18561 members 
Mstep: Class 22 contains 82611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132646624.000000 Penalty: 68328.031250
Iteration 48Q: 21 clusters Score -1.326466e+08 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 2062 members 
Mstep: Class 3 contains 724 members 
Mstep: Class 4 contains 166556 members 
Mstep: Class 5 contains 1294 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 8 contains 7017 members 
Mstep: Class 9 contains 162337 members 
Mstep: Class 10 contains 5211 members 
Mstep: Class 11 contains 15164 members 
Mstep: Class 12 contains 5912 members 
Mstep: Class 13 contains 36279 members 
Mstep: Class 15 contains 178910 members 
Mstep: Class 16 contains 16951 members 
Mstep: Class 18 contains 71120 members 
Mstep: Class 19 contains 8637 members 
Mstep: Class 20 contains 134387 members 
Mstep: Class 21 contains 18634 members 
Mstep: Class 22 contains 83220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132647432.000000 Penalty: 68328.031250
Iteration 49Q: 21 clusters Score -1.326474e+08 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 41506 members 
Mstep: Class 2 contains 2064 members 
Mstep: Class 3 contains 724 members 
Mstep: Class 4 contains 166108 members 
Mstep: Class 5 contains 1294 members 
Mstep: Class 6 contains 3859 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 8 contains 7276 members 
Mstep: Class 9 contains 162064 members 
Mstep: Class 10 contains 5029 members 
Mstep: Class 11 contains 15365 members 
Mstep: Class 12 contains 6066 members 
Mstep: Class 13 contains 35842 members 
Mstep: Class 15 contains 178851 members 
Mstep: Class 16 contains 16986 members 
Mstep: Class 18 contains 71076 members 
Mstep: Class 19 contains 8682 members 
Mstep: Class 20 contains 134382 members 
Mstep: Class 21 contains 18682 members 
Mstep: Class 22 contains 83916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132648208.000000 Penalty: 68328.031250
Iteration 50Q: 21 clusters Score -1.326482e+08 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 2065 members 
Mstep: Class 3 contains 724 members 
Mstep: Class 4 contains 165647 members 
Mstep: Class 5 contains 1294 members 
Mstep: Class 6 contains 3859 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 8 contains 7549 members 
Mstep: Class 9 contains 161850 members 
Mstep: Class 10 contains 4846 members 
Mstep: Class 11 contains 15551 members 
Mstep: Class 12 contains 6233 members 
Mstep: Class 13 contains 35352 members 
Mstep: Class 15 contains 178823 members 
Mstep: Class 16 contains 17027 members 
Mstep: Class 18 contains 71027 members 
Mstep: Class 19 contains 8721 members 
Mstep: Class 20 contains 134355 members 
Mstep: Class 21 contains 18730 members 
Mstep: Class 22 contains 84615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132649304.000000 Penalty: 68328.031250
Iteration 51Q: 21 clusters Score -1.326493e+08 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 2066 members 
Mstep: Class 3 contains 724 members 
Mstep: Class 4 contains 165119 members 
Mstep: Class 5 contains 1294 members 
Mstep: Class 6 contains 3859 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 8 contains 7812 members 
Mstep: Class 9 contains 161672 members 
Mstep: Class 10 contains 4694 members 
Mstep: Class 11 contains 15727 members 
Mstep: Class 12 contains 6415 members 
Mstep: Class 13 contains 34823 members 
Mstep: Class 15 contains 178758 members 
Mstep: Class 16 contains 17065 members 
Mstep: Class 18 contains 70994 members 
Mstep: Class 19 contains 8739 members 
Mstep: Class 20 contains 134341 members 
Mstep: Class 21 contains 18756 members 
Mstep: Class 22 contains 85393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132649968.000000 Penalty: 68328.031250
Iteration 52Q: 21 clusters Score -1.3265e+08 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 2067 members 
Mstep: Class 3 contains 721 members 
Mstep: Class 4 contains 164579 members 
Mstep: Class 5 contains 1294 members 
Mstep: Class 6 contains 3858 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 8 contains 8070 members 
Mstep: Class 9 contains 161465 members 
Mstep: Class 10 contains 4535 members 
Mstep: Class 11 contains 15883 members 
Mstep: Class 12 contains 6600 members 
Mstep: Class 13 contains 34297 members 
Mstep: Class 15 contains 178739 members 
Mstep: Class 16 contains 17090 members 
Mstep: Class 18 contains 70930 members 
Mstep: Class 19 contains 8753 members 
Mstep: Class 20 contains 134322 members 
Mstep: Class 21 contains 18767 members 
Mstep: Class 22 contains 86286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132650680.000000 Penalty: 68328.031250
Iteration 53Q: 21 clusters Score -1.326507e+08 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 41510 members 
Mstep: Class 2 contains 2067 members 
Mstep: Class 3 contains 718 members 
Mstep: Class 4 contains 164138 members 
Mstep: Class 5 contains 1294 members 
Mstep: Class 6 contains 3856 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 8 contains 8287 members 
Mstep: Class 9 contains 161193 members 
Mstep: Class 10 contains 4370 members 
Mstep: Class 11 contains 16016 members 
Mstep: Class 12 contains 6772 members 
Mstep: Class 13 contains 33754 members 
Mstep: Class 15 contains 178705 members 
Mstep: Class 16 contains 17104 members 
Mstep: Class 18 contains 70867 members 
Mstep: Class 19 contains 8768 members 
Mstep: Class 20 contains 134279 members 
Mstep: Class 21 contains 18781 members 
Mstep: Class 22 contains 87293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132650928.000000 Penalty: 68328.031250
Iteration 54Q: 21 clusters Score -1.326509e+08 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 2068 members 
Mstep: Class 3 contains 717 members 
Mstep: Class 4 contains 163732 members 
Mstep: Class 5 contains 1294 members 
Mstep: Class 6 contains 3854 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 8 contains 8495 members 
Mstep: Class 9 contains 160923 members 
Mstep: Class 10 contains 4207 members 
Mstep: Class 11 contains 16154 members 
Mstep: Class 12 contains 6949 members 
Mstep: Class 13 contains 33186 members 
Mstep: Class 15 contains 178653 members 
Mstep: Class 16 contains 17126 members 
Mstep: Class 18 contains 70801 members 
Mstep: Class 19 contains 8789 members 
Mstep: Class 20 contains 134213 members 
Mstep: Class 21 contains 18793 members 
Mstep: Class 22 contains 88313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132651616.000000 Penalty: 68328.031250
Iteration 55Q: 21 clusters Score -1.326516e+08 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 2069 members 
Mstep: Class 3 contains 715 members 
Mstep: Class 4 contains 163327 members 
Mstep: Class 5 contains 1294 members 
Mstep: Class 6 contains 3853 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 8 contains 8713 members 
Mstep: Class 9 contains 160521 members 
Mstep: Class 10 contains 4047 members 
Mstep: Class 11 contains 16269 members 
Mstep: Class 12 contains 7126 members 
Mstep: Class 13 contains 32581 members 
Mstep: Class 15 contains 178610 members 
Mstep: Class 16 contains 17144 members 
Mstep: Class 18 contains 70737 members 
Mstep: Class 19 contains 8809 members 
Mstep: Class 20 contains 134178 members 
Mstep: Class 21 contains 18806 members 
Mstep: Class 22 contains 89455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132652184.000000 Penalty: 68328.031250
Iteration 56Q: 21 clusters Score -1.326522e+08 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 2070 members 
Mstep: Class 3 contains 715 members 
Mstep: Class 4 contains 162993 members 
Mstep: Class 5 contains 1294 members 
Mstep: Class 6 contains 3853 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 8 contains 8930 members 
Mstep: Class 9 contains 159966 members 
Mstep: Class 10 contains 3890 members 
Mstep: Class 11 contains 16367 members 
Mstep: Class 12 contains 7298 members 
Mstep: Class 13 contains 32004 members 
Mstep: Class 15 contains 178569 members 
Mstep: Class 16 contains 17154 members 
Mstep: Class 18 contains 70687 members 
Mstep: Class 19 contains 8821 members 
Mstep: Class 20 contains 134139 members 
Mstep: Class 21 contains 18820 members 
Mstep: Class 22 contains 90664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132653104.000000 Penalty: 68328.031250
Iteration 57Q: 21 clusters Score -1.326531e+08 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 2071 members 
Mstep: Class 3 contains 715 members 
Mstep: Class 4 contains 162772 members 
Mstep: Class 5 contains 1294 members 
Mstep: Class 6 contains 3850 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 8 contains 9127 members 
Mstep: Class 9 contains 159272 members 
Mstep: Class 10 contains 3756 members 
Mstep: Class 11 contains 16441 members 
Mstep: Class 12 contains 7479 members 
Mstep: Class 13 contains 31449 members 
Mstep: Class 15 contains 178516 members 
Mstep: Class 16 contains 17154 members 
Mstep: Class 18 contains 70635 members 
Mstep: Class 19 contains 8812 members 
Mstep: Class 20 contains 134069 members 
Mstep: Class 21 contains 18827 members 
Mstep: Class 22 contains 91998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132653992.000000 Penalty: 68328.031250
Iteration 58Q: 21 clusters Score -1.32654e+08 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 41507 members 
Mstep: Class 2 contains 2070 members 
Mstep: Class 3 contains 715 members 
Mstep: Class 4 contains 162527 members 
Mstep: Class 5 contains 1294 members 
Mstep: Class 6 contains 3848 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 8 contains 9300 members 
Mstep: Class 9 contains 158452 members 
Mstep: Class 10 contains 3653 members 
Mstep: Class 11 contains 16548 members 
Mstep: Class 12 contains 7699 members 
Mstep: Class 13 contains 30904 members 
Mstep: Class 15 contains 178483 members 
Mstep: Class 16 contains 17170 members 
Mstep: Class 18 contains 70555 members 
Mstep: Class 19 contains 8804 members 
Mstep: Class 20 contains 134008 members 
Mstep: Class 21 contains 18820 members 
Mstep: Class 22 contains 93415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132654224.000000 Penalty: 68328.031250
Iteration 59Q: 21 clusters Score -1.326542e+08 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 2069 members 
Mstep: Class 3 contains 714 members 
Mstep: Class 4 contains 162244 members 
Mstep: Class 5 contains 1294 members 
Mstep: Class 6 contains 3848 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 8 contains 9487 members 
Mstep: Class 9 contains 157558 members 
Mstep: Class 10 contains 3562 members 
Mstep: Class 11 contains 16638 members 
Mstep: Class 12 contains 7927 members 
Mstep: Class 13 contains 30373 members 
Mstep: Class 15 contains 178450 members 
Mstep: Class 16 contains 17182 members 
Mstep: Class 18 contains 70456 members 
Mstep: Class 19 contains 8807 members 
Mstep: Class 20 contains 133909 members 
Mstep: Class 21 contains 18808 members 
Mstep: Class 22 contains 94954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132655328.000000 Penalty: 68328.031250
Iteration 60F: 21 clusters Score -1.326553e+08 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 2069 members 
Mstep: Class 3 contains 739 members 
Mstep: Class 4 contains 162010 members 
Mstep: Class 5 contains 1295 members 
Mstep: Class 6 contains 3842 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 8 contains 9808 members 
Mstep: Class 9 contains 156528 members 
Mstep: Class 10 contains 3464 members 
Mstep: Class 11 contains 16722 members 
Mstep: Class 12 contains 8142 members 
Mstep: Class 13 contains 29820 members 
Mstep: Class 15 contains 178349 members 
Mstep: Class 16 contains 17182 members 
Mstep: Class 18 contains 70363 members 
Mstep: Class 19 contains 8805 members 
Mstep: Class 20 contains 133768 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 96658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132656344.000000 Penalty: 68328.031250
Iteration 61Q: 21 clusters Score -1.326563e+08 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 41359 members 
Mstep: Class 2 contains 2073 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 161823 members 
Mstep: Class 5 contains 1295 members 
Mstep: Class 6 contains 3841 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 8 contains 10127 members 
Mstep: Class 9 contains 155314 members 
Mstep: Class 10 contains 3366 members 
Mstep: Class 11 contains 16791 members 
Mstep: Class 12 contains 8375 members 
Mstep: Class 13 contains 29286 members 
Mstep: Class 15 contains 178268 members 
Mstep: Class 16 contains 17169 members 
Mstep: Class 18 contains 70229 members 
Mstep: Class 19 contains 8814 members 
Mstep: Class 20 contains 133617 members 
Mstep: Class 21 contains 18738 members 
Mstep: Class 22 contains 98538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132656504.000000 Penalty: 68328.031250
Iteration 62Q: 21 clusters Score -1.326565e+08 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 2076 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 161514 members 
Mstep: Class 5 contains 1295 members 
Mstep: Class 6 contains 3840 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 8 contains 10407 members 
Mstep: Class 9 contains 154016 members 
Mstep: Class 10 contains 3279 members 
Mstep: Class 11 contains 16855 members 
Mstep: Class 12 contains 8614 members 
Mstep: Class 13 contains 28814 members 
Mstep: Class 15 contains 178227 members 
Mstep: Class 16 contains 17143 members 
Mstep: Class 18 contains 70104 members 
Mstep: Class 19 contains 8819 members 
Mstep: Class 20 contains 133460 members 
Mstep: Class 21 contains 18702 members 
Mstep: Class 22 contains 100587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132657360.000000 Penalty: 68328.031250
Iteration 63Q: 21 clusters Score -1.326574e+08 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 2078 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 161276 members 
Mstep: Class 5 contains 1295 members 
Mstep: Class 6 contains 3840 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 8 contains 10715 members 
Mstep: Class 9 contains 152526 members 
Mstep: Class 10 contains 3200 members 
Mstep: Class 11 contains 16901 members 
Mstep: Class 12 contains 8866 members 
Mstep: Class 13 contains 28358 members 
Mstep: Class 15 contains 178156 members 
Mstep: Class 16 contains 17127 members 
Mstep: Class 18 contains 69963 members 
Mstep: Class 19 contains 8809 members 
Mstep: Class 20 contains 133275 members 
Mstep: Class 21 contains 18661 members 
Mstep: Class 22 contains 102774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132658184.000000 Penalty: 68328.031250
Iteration 64Q: 21 clusters Score -1.326582e+08 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 41070 members 
Mstep: Class 2 contains 2084 members 
Mstep: Class 3 contains 772 members 
Mstep: Class 4 contains 160807 members 
Mstep: Class 5 contains 1295 members 
Mstep: Class 6 contains 3841 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 8 contains 10977 members 
Mstep: Class 9 contains 151032 members 
Mstep: Class 10 contains 3121 members 
Mstep: Class 11 contains 16948 members 
Mstep: Class 12 contains 9163 members 
Mstep: Class 13 contains 27891 members 
Mstep: Class 15 contains 178135 members 
Mstep: Class 16 contains 17110 members 
Mstep: Class 18 contains 69847 members 
Mstep: Class 19 contains 8795 members 
Mstep: Class 20 contains 133129 members 
Mstep: Class 21 contains 18595 members 
Mstep: Class 22 contains 105163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132658568.000000 Penalty: 68328.031250
Iteration 65Q: 21 clusters Score -1.326586e+08 nChanged 6634
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 3 contains 773 members 
Mstep: Class 4 contains 160216 members 
Mstep: Class 5 contains 1295 members 
Mstep: Class 6 contains 3838 members 
Mstep: Class 7 contains 1272 members 
Mstep: Class 8 contains 11242 members 
Mstep: Class 9 contains 149531 members 
Mstep: Class 10 contains 3054 members 
Mstep: Class 11 contains 16983 members 
Mstep: Class 12 contains 9499 members 
Mstep: Class 13 contains 27401 members 
Mstep: Class 15 contains 178023 members 
Mstep: Class 16 contains 17101 members 
Mstep: Class 18 contains 69716 members 
Mstep: Class 19 contains 8790 members 
Mstep: Class 20 contains 132982 members 
Mstep: Class 21 contains 18550 members 
Mstep: Class 22 contains 107731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132659656.000000 Penalty: 68328.031250
Iteration 66Q: 21 clusters Score -1.326597e+08 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 2090 members 
Mstep: Class 3 contains 772 members 
Mstep: Class 4 contains 159610 members 
Mstep: Class 5 contains 1295 members 
Mstep: Class 6 contains 3836 members 
Mstep: Class 7 contains 1272 members 
Mstep: Class 8 contains 11485 members 
Mstep: Class 9 contains 147798 members 
Mstep: Class 10 contains 2990 members 
Mstep: Class 11 contains 17000 members 
Mstep: Class 12 contains 9834 members 
Mstep: Class 13 contains 26919 members 
Mstep: Class 15 contains 177941 members 
Mstep: Class 16 contains 17097 members 
Mstep: Class 18 contains 69563 members 
Mstep: Class 19 contains 8771 members 
Mstep: Class 20 contains 132822 members 
Mstep: Class 21 contains 18495 members 
Mstep: Class 22 contains 110607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132659928.000000 Penalty: 68328.031250
Iteration 67Q: 21 clusters Score -1.326599e+08 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40738 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 159064 members 
Mstep: Class 5 contains 1295 members 
Mstep: Class 6 contains 3839 members 
Mstep: Class 7 contains 1272 members 
Mstep: Class 8 contains 11715 members 
Mstep: Class 9 contains 145951 members 
Mstep: Class 10 contains 2930 members 
Mstep: Class 11 contains 17031 members 
Mstep: Class 12 contains 10206 members 
Mstep: Class 13 contains 26425 members 
Mstep: Class 15 contains 177837 members 
Mstep: Class 16 contains 17093 members 
Mstep: Class 18 contains 69376 members 
Mstep: Class 19 contains 8752 members 
Mstep: Class 20 contains 132643 members 
Mstep: Class 21 contains 18432 members 
Mstep: Class 22 contains 113587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132661536.000000 Penalty: 68328.031250
Iteration 68Q: 21 clusters Score -1.326615e+08 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 2093 members 
Mstep: Class 3 contains 770 members 
Mstep: Class 4 contains 158400 members 
Mstep: Class 5 contains 1295 members 
Mstep: Class 6 contains 3837 members 
Mstep: Class 7 contains 1272 members 
Mstep: Class 8 contains 11920 members 
Mstep: Class 9 contains 143981 members 
Mstep: Class 10 contains 2850 members 
Mstep: Class 11 contains 17060 members 
Mstep: Class 12 contains 10599 members 
Mstep: Class 13 contains 25905 members 
Mstep: Class 15 contains 177806 members 
Mstep: Class 16 contains 17103 members 
Mstep: Class 18 contains 69193 members 
Mstep: Class 19 contains 8712 members 
Mstep: Class 20 contains 132443 members 
Mstep: Class 21 contains 18378 members 
Mstep: Class 22 contains 116831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132662616.000000 Penalty: 68328.031250
Iteration 69Q: 21 clusters Score -1.326626e+08 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40389 members 
Mstep: Class 2 contains 2094 members 
Mstep: Class 3 contains 774 members 
Mstep: Class 4 contains 157858 members 
Mstep: Class 5 contains 1295 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 1272 members 
Mstep: Class 8 contains 12119 members 
Mstep: Class 9 contains 141877 members 
Mstep: Class 10 contains 2774 members 
Mstep: Class 11 contains 17079 members 
Mstep: Class 12 contains 11009 members 
Mstep: Class 13 contains 25385 members 
Mstep: Class 15 contains 177767 members 
Mstep: Class 16 contains 17111 members 
Mstep: Class 18 contains 68932 members 
Mstep: Class 19 contains 8676 members 
Mstep: Class 20 contains 132237 members 
Mstep: Class 21 contains 18310 members 
Mstep: Class 22 contains 120257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132662840.000000 Penalty: 68328.031250
Iteration 70Q: 21 clusters Score -1.326628e+08 nChanged 8033
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40150 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 774 members 
Mstep: Class 4 contains 157254 members 
Mstep: Class 5 contains 1295 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 1272 members 
Mstep: Class 8 contains 12319 members 
Mstep: Class 9 contains 139686 members 
Mstep: Class 10 contains 2694 members 
Mstep: Class 11 contains 17073 members 
Mstep: Class 12 contains 11464 members 
Mstep: Class 13 contains 24878 members 
Mstep: Class 15 contains 177753 members 
Mstep: Class 16 contains 17116 members 
Mstep: Class 18 contains 68656 members 
Mstep: Class 19 contains 8639 members 
Mstep: Class 20 contains 132021 members 
Mstep: Class 21 contains 18240 members 
Mstep: Class 22 contains 123835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132663640.000000 Penalty: 68328.031250
Iteration 71Q: 21 clusters Score -1.326636e+08 nChanged 8171
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 774 members 
Mstep: Class 4 contains 156571 members 
Mstep: Class 5 contains 1295 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 1272 members 
Mstep: Class 8 contains 12486 members 
Mstep: Class 9 contains 137329 members 
Mstep: Class 10 contains 2615 members 
Mstep: Class 11 contains 17078 members 
Mstep: Class 12 contains 11914 members 
Mstep: Class 13 contains 24384 members 
Mstep: Class 15 contains 177731 members 
Mstep: Class 16 contains 17117 members 
Mstep: Class 18 contains 68364 members 
Mstep: Class 19 contains 8619 members 
Mstep: Class 20 contains 131837 members 
Mstep: Class 21 contains 18176 members 
Mstep: Class 22 contains 127588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132664552.000000 Penalty: 68328.031250
Iteration 72Q: 21 clusters Score -1.326646e+08 nChanged 8338
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39739 members 
Mstep: Class 2 contains 2105 members 
Mstep: Class 3 contains 775 members 
Mstep: Class 4 contains 155914 members 
Mstep: Class 5 contains 1295 members 
Mstep: Class 6 contains 3828 members 
Mstep: Class 7 contains 1272 members 
Mstep: Class 8 contains 12641 members 
Mstep: Class 9 contains 134942 members 
Mstep: Class 10 contains 2543 members 
Mstep: Class 11 contains 17088 members 
Mstep: Class 12 contains 12409 members 
Mstep: Class 13 contains 23856 members 
Mstep: Class 15 contains 177696 members 
Mstep: Class 16 contains 17120 members 
Mstep: Class 18 contains 68060 members 
Mstep: Class 19 contains 8592 members 
Mstep: Class 20 contains 131669 members 
Mstep: Class 21 contains 18139 members 
Mstep: Class 22 contains 131365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132665376.000000 Penalty: 68328.031250
Iteration 73Q: 21 clusters Score -1.326654e+08 nChanged 8622
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39530 members 
Mstep: Class 2 contains 2108 members 
Mstep: Class 3 contains 773 members 
Mstep: Class 4 contains 155196 members 
Mstep: Class 5 contains 1295 members 
Mstep: Class 6 contains 3823 members 
Mstep: Class 7 contains 1272 members 
Mstep: Class 8 contains 12752 members 
Mstep: Class 9 contains 132459 members 
Mstep: Class 10 contains 2468 members 
Mstep: Class 11 contains 17114 members 
Mstep: Class 12 contains 12941 members 
Mstep: Class 13 contains 23343 members 
Mstep: Class 15 contains 177675 members 
Mstep: Class 16 contains 17127 members 
Mstep: Class 18 contains 67731 members 
Mstep: Class 19 contains 8566 members 
Mstep: Class 20 contains 131501 members 
Mstep: Class 21 contains 18118 members 
Mstep: Class 22 contains 135256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 3383.511963 but Gain 3416.398438
Score: -132667128.000000 Penalty: 64911.632812
Iteration 74Q: 20 clusters Score -1.326671e+08 nChanged 11088
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39283 members 
Mstep: Class 2 contains 2108 members 
Mstep: Class 3 contains 774 members 
Mstep: Class 4 contains 154591 members 
Mstep: Class 5 contains 1295 members 
Mstep: Class 6 contains 3817 members 
Mstep: Class 7 contains 1272 members 
Mstep: Class 8 contains 12873 members 
Mstep: Class 9 contains 129959 members 
Mstep: Class 11 contains 17127 members 
Mstep: Class 12 contains 13493 members 
Mstep: Class 13 contains 22831 members 
Mstep: Class 15 contains 179559 members 
Mstep: Class 16 contains 17138 members 
Mstep: Class 18 contains 67413 members 
Mstep: Class 19 contains 8967 members 
Mstep: Class 20 contains 131379 members 
Mstep: Class 21 contains 18098 members 
Mstep: Class 22 contains 139071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132669632.000000 Penalty: 64911.632812
Iteration 75Q: 20 clusters Score -1.326696e+08 nChanged 9444
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39056 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 777 members 
Mstep: Class 4 contains 153711 members 
Mstep: Class 5 contains 1295 members 
Mstep: Class 6 contains 3815 members 
Mstep: Class 7 contains 1272 members 
Mstep: Class 8 contains 12990 members 
Mstep: Class 9 contains 127497 members 
Mstep: Class 11 contains 17130 members 
Mstep: Class 12 contains 14067 members 
Mstep: Class 13 contains 22344 members 
Mstep: Class 15 contains 179374 members 
Mstep: Class 16 contains 17154 members 
Mstep: Class 18 contains 67101 members 
Mstep: Class 19 contains 8970 members 
Mstep: Class 20 contains 131230 members 
Mstep: Class 21 contains 18095 members 
Mstep: Class 22 contains 143060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132671256.000000 Penalty: 64911.632812
Iteration 76Q: 20 clusters Score -1.326713e+08 nChanged 9174
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 2115 members 
Mstep: Class 3 contains 775 members 
Mstep: Class 4 contains 152546 members 
Mstep: Class 5 contains 1295 members 
Mstep: Class 6 contains 3814 members 
Mstep: Class 7 contains 1272 members 
Mstep: Class 8 contains 13100 members 
Mstep: Class 9 contains 125137 members 
Mstep: Class 11 contains 17077 members 
Mstep: Class 12 contains 14652 members 
Mstep: Class 13 contains 21896 members 
Mstep: Class 15 contains 179218 members 
Mstep: Class 16 contains 17181 members 
Mstep: Class 18 contains 66794 members 
Mstep: Class 19 contains 8947 members 
Mstep: Class 20 contains 131108 members 
Mstep: Class 21 contains 18069 members 
Mstep: Class 22 contains 147202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132672576.000000 Penalty: 64911.632812
Iteration 77Q: 20 clusters Score -1.326726e+08 nChanged 9220
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 2121 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 151021 members 
Mstep: Class 5 contains 1295 members 
Mstep: Class 6 contains 3812 members 
Mstep: Class 7 contains 1272 members 
Mstep: Class 8 contains 13203 members 
Mstep: Class 9 contains 122875 members 
Mstep: Class 11 contains 17031 members 
Mstep: Class 12 contains 15287 members 
Mstep: Class 13 contains 21467 members 
Mstep: Class 15 contains 179095 members 
Mstep: Class 16 contains 17216 members 
Mstep: Class 18 contains 66500 members 
Mstep: Class 19 contains 8930 members 
Mstep: Class 20 contains 131010 members 
Mstep: Class 21 contains 18033 members 
Mstep: Class 22 contains 151487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132673624.000000 Penalty: 64911.632812
Iteration 78Q: 20 clusters Score -1.326736e+08 nChanged 9451
Entering ConstructFrom: 
Score: -132673624.000000 Penalty: 64911.632812
Entering ConstructFrom: 
Trying to split cluster 1 (38387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38387 members 
Entering Unmasked Estep 
Score: -5432978.500000 Penalty: 2617.757568
	Iteration 0F: 2 clusters Score -5432978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -5407135.000000 Penalty: 5235.515137
	Iteration 0F: 3 clusters Score -5407135 nChanged 17406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -5416678.500000 Penalty: 5235.515137
	Iteration 1F: 3 clusters Score -5416678 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -5417425.000000 Penalty: 5235.515137
	Iteration 2Q: 3 clusters Score -5417425 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -5418380.500000 Penalty: 5235.515137
	Iteration 3Q: 3 clusters Score -5418380 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -5419610.000000 Penalty: 5235.515137
	Iteration 4F: 3 clusters Score -5419610 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -5421070.000000 Penalty: 5235.515137
	Iteration 5F: 3 clusters Score -5421070 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -5422820.500000 Penalty: 5235.515137
	Iteration 6F: 3 clusters Score -5422820 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -5424737.500000 Penalty: 5235.515137
	Iteration 7F: 3 clusters Score -5424738 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -5426534.500000 Penalty: 5235.515137
	Iteration 8F: 3 clusters Score -5426534 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -5428117.500000 Penalty: 5235.515137
	Iteration 9F: 3 clusters Score -5428118 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -5429300.500000 Penalty: 5235.515137
	Iteration 10Q: 3 clusters Score -5429300 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 33379 members 
Entering Unmasked Estep 
Score: -5430169.500000 Penalty: 5235.515137
	Iteration 11Q: 3 clusters Score -5430170 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -5430861.500000 Penalty: 5235.515137
	Iteration 12Q: 3 clusters Score -5430862 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 35152 members 
Entering Unmasked Estep 
Score: -5431401.000000 Penalty: 5235.515137
	Iteration 13Q: 3 clusters Score -5431401 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -5431771.500000 Penalty: 5235.515137
	Iteration 14Q: 3 clusters Score -5431772 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
Score: -5432021.500000 Penalty: 5235.515137
	Iteration 15Q: 3 clusters Score -5432022 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 36489 members 
Entering Unmasked Estep 
Score: -5432196.500000 Penalty: 5235.515137
	Iteration 16Q: 3 clusters Score -5432196 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -5432315.000000 Penalty: 5235.515137
	Iteration 17Q: 3 clusters Score -5432315 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 36841 members 
Entering Unmasked Estep 
Score: -5432366.000000 Penalty: 5235.515137
	Iteration 18Q: 3 clusters Score -5432366 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -5432396.500000 Penalty: 5235.515137
	Iteration 19Q: 3 clusters Score -5432396 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -5432427.500000 Penalty: 5235.515137
	Iteration 20F: 3 clusters Score -5432428 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 37022 members 
Entering Unmasked Estep 
Score: -5432441.000000 Penalty: 5235.515137
	Iteration 21Q: 3 clusters Score -5432441 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -5432449.500000 Penalty: 5235.515137
	Iteration 22Q: 3 clusters Score -5432450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -5432447.500000 Penalty: 5235.515137
	Iteration 23Q: 3 clusters Score -5432448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -5432453.000000 Penalty: 5235.515137
	Iteration 24Q: 3 clusters Score -5432453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -5432459.500000 Penalty: 5235.515137
	Iteration 25Q: 3 clusters Score -5432460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -5432467.500000 Penalty: 5235.515137
	Iteration 26Q: 3 clusters Score -5432468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 37115 members 
Entering Unmasked Estep 
Score: -5432465.500000 Penalty: 5235.515137
	Iteration 27Q: 3 clusters Score -5432466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
Score: -5432465.000000 Penalty: 5235.515137
	Iteration 28Q: 3 clusters Score -5432465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -5432465.000000 Penalty: 5235.515137
	Iteration 29Q: 3 clusters Score -5432465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 37124 members 
Entering Unmasked Estep 
Score: -5432470.000000 Penalty: 5235.515137
	Iteration 30Q: 3 clusters Score -5432470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 37127 members 
Entering Unmasked Estep 
Score: -5432469.000000 Penalty: 5235.515137
	Iteration 31Q: 3 clusters Score -5432469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 37127 members 
Entering Unmasked Estep 
Score: -5432469.000000 Penalty: 5235.515137
	Iteration 32F: 3 clusters Score -5432469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Entering Unmasked Estep 
Score: -283522.125000 Penalty: 1900.058716
	Iteration 0F: 2 clusters Score -283522.1 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 1091 members 
Entering Unmasked Estep 
Score: -280853.656250 Penalty: 3800.117432
	Iteration 0F: 3 clusters Score -280853.7 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -281430.750000 Penalty: 3800.117432
	Iteration 1F: 3 clusters Score -281430.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -281678.156250 Penalty: 3800.117432
	Iteration 2F: 3 clusters Score -281678.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -281860.000000 Penalty: 3800.117432
	Iteration 3F: 3 clusters Score -281860 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -282022.906250 Penalty: 3800.117432
	Iteration 4F: 3 clusters Score -282022.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -282200.718750 Penalty: 3800.117432
	Iteration 5F: 3 clusters Score -282200.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -282417.062500 Penalty: 3800.117432
	Iteration 6F: 3 clusters Score -282417.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -282768.093750 Penalty: 3800.117432
	Iteration 7F: 3 clusters Score -282768.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -283542.875000 Penalty: 3800.117432
	Iteration 8F: 3 clusters Score -283542.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -284033.406250 Penalty: 3800.117432
	Iteration 9Q: 3 clusters Score -284033.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -284116.000000 Penalty: 3800.117432
	Iteration 10Q: 3 clusters Score -284116 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -284176.281250 Penalty: 3800.117432
	Iteration 11Q: 3 clusters Score -284176.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -284261.968750 Penalty: 3800.117432
	Iteration 12Q: 3 clusters Score -284262 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -284378.093750 Penalty: 3800.117432
	Iteration 13Q: 3 clusters Score -284378.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -284481.687500 Penalty: 3800.117432
	Iteration 14Q: 3 clusters Score -284481.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -284516.718750 Penalty: 3800.117432
	Iteration 15Q: 3 clusters Score -284516.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -284538.250000 Penalty: 3800.117432
	Iteration 16Q: 3 clusters Score -284538.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -284542.718750 Penalty: 3800.117432
	Iteration 17Q: 3 clusters Score -284542.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -284548.000000 Penalty: 3800.117432
	Iteration 18Q: 3 clusters Score -284548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -284549.625000 Penalty: 3800.117432
	Iteration 19Q: 3 clusters Score -284549.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -284556.656250 Penalty: 3800.117432
	Iteration 20F: 3 clusters Score -284556.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -284568.125000 Penalty: 3800.117432
	Iteration 21Q: 3 clusters Score -284568.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -284578.843750 Penalty: 3800.117432
	Iteration 22Q: 3 clusters Score -284578.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -284584.187500 Penalty: 3800.117432
	Iteration 23Q: 3 clusters Score -284584.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -284590.750000 Penalty: 3800.117432
	Iteration 24Q: 3 clusters Score -284590.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -284595.250000 Penalty: 3800.117432
	Iteration 25Q: 3 clusters Score -284595.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -284603.312500 Penalty: 3800.117432
	Iteration 26Q: 3 clusters Score -284603.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -284622.437500 Penalty: 3800.117432
	Iteration 27Q: 3 clusters Score -284622.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -284631.031250 Penalty: 3800.117432
	Iteration 28Q: 3 clusters Score -284631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -284636.343750 Penalty: 3800.117432
	Iteration 29Q: 3 clusters Score -284636.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -284645.093750 Penalty: 3800.117432
	Iteration 30Q: 3 clusters Score -284645.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -284646.062500 Penalty: 3800.117432
	Iteration 31Q: 3 clusters Score -284646.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -284648.281250 Penalty: 3800.117432
	Iteration 32Q: 3 clusters Score -284648.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -284649.718750 Penalty: 3800.117432
	Iteration 33Q: 3 clusters Score -284649.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -284649.718750 Penalty: 3800.117432
	Iteration 34F: 3 clusters Score -284649.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 1369 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 149120 members 
Mstep: Class 5 contains 1295 members 
Mstep: Class 6 contains 3810 members 
Mstep: Class 7 contains 1272 members 
Mstep: Class 8 contains 13288 members 
Mstep: Class 9 contains 120555 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 16970 members 
Mstep: Class 12 contains 15906 members 
Mstep: Class 13 contains 21048 members 
Mstep: Class 15 contains 179049 members 
Mstep: Class 16 contains 17241 members 
Mstep: Class 18 contains 66211 members 
Mstep: Class 19 contains 8900 members 
Mstep: Class 20 contains 130951 members 
Mstep: Class 21 contains 18017 members 
Mstep: Class 22 contains 156135 members 
Entering Unmasked Estep 
Score: -132673832.000000 Penalty: 68328.031250
Splitting cluster 2 changes total score from -132673624.000000 to -132673832.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 3 (768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Entering Unmasked Estep 
Score: -97410.468750 Penalty: 1647.659912
	Iteration 0F: 2 clusters Score -97410.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -95722.734375 Penalty: 3295.319824
	Iteration 0F: 3 clusters Score -95722.73 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -96034.570312 Penalty: 3295.319824
	Iteration 1F: 3 clusters Score -96034.57 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -96111.546875 Penalty: 3295.319824
	Iteration 2F: 3 clusters Score -96111.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -96145.554688 Penalty: 3295.319824
	Iteration 3Q: 3 clusters Score -96145.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -96161.156250 Penalty: 3295.319824
	Iteration 4Q: 3 clusters Score -96161.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -96164.773438 Penalty: 3295.319824
	Iteration 5Q: 3 clusters Score -96164.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -96167.695312 Penalty: 3295.319824
	Iteration 6Q: 3 clusters Score -96167.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -96168.914062 Penalty: 3295.319824
	Iteration 7Q: 3 clusters Score -96168.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -96168.914062 Penalty: 3295.319824
	Iteration 8F: 3 clusters Score -96168.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (149120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149120 members 
Entering Unmasked Estep 
Score: -20861820.000000 Penalty: 2954.301758
	Iteration 0F: 2 clusters Score -2.086182e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74453 members 
Mstep: Class 2 contains 74667 members 
Entering Unmasked Estep 
Score: -20765484.000000 Penalty: 5908.603516
	Iteration 0F: 3 clusters Score -2.076548e+07 nChanged 71254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73333 members 
Mstep: Class 2 contains 75787 members 
Entering Unmasked Estep 
Score: -20806666.000000 Penalty: 5908.603516
	Iteration 1F: 3 clusters Score -2.080667e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72632 members 
Mstep: Class 2 contains 76488 members 
Entering Unmasked Estep 
Score: -20807648.000000 Penalty: 5908.603516
	Iteration 2Q: 3 clusters Score -2.080765e+07 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71645 members 
Mstep: Class 2 contains 77475 members 
Entering Unmasked Estep 
Score: -20809096.000000 Penalty: 5908.603516
	Iteration 3Q: 3 clusters Score -2.08091e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70314 members 
Mstep: Class 2 contains 78806 members 
Entering Unmasked Estep 
Score: -20811362.000000 Penalty: 5908.603516
	Iteration 4Q: 3 clusters Score -2.081136e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68690 members 
Mstep: Class 2 contains 80430 members 
Entering Unmasked Estep 
Score: -20814450.000000 Penalty: 5908.603516
	Iteration 5Q: 3 clusters Score -2.081445e+07 nChanged 7759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66873 members 
Mstep: Class 2 contains 82247 members 
Entering Unmasked Estep 
Score: -20819262.000000 Penalty: 5908.603516
	Iteration 6F: 3 clusters Score -2.081926e+07 nChanged 9056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65201 members 
Mstep: Class 2 contains 83919 members 
Entering Unmasked Estep 
Score: -20825616.000000 Penalty: 5908.603516
	Iteration 7F: 3 clusters Score -2.082562e+07 nChanged 9859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64300 members 
Mstep: Class 2 contains 84820 members 
Entering Unmasked Estep 
Score: -20832806.000000 Penalty: 5908.603516
	Iteration 8F: 3 clusters Score -2.083281e+07 nChanged 9390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64262 members 
Mstep: Class 2 contains 84858 members 
Entering Unmasked Estep 
Score: -20838580.000000 Penalty: 5908.603516
	Iteration 9F: 3 clusters Score -2.083858e+07 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64618 members 
Mstep: Class 2 contains 84502 members 
Entering Unmasked Estep 
Score: -20841688.000000 Penalty: 5908.603516
	Iteration 10Q: 3 clusters Score -2.084169e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64985 members 
Mstep: Class 2 contains 84135 members 
Entering Unmasked Estep 
Score: -20842854.000000 Penalty: 5908.603516
	Iteration 11Q: 3 clusters Score -2.084285e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65415 members 
Mstep: Class 2 contains 83705 members 
Entering Unmasked Estep 
Score: -20843548.000000 Penalty: 5908.603516
	Iteration 12Q: 3 clusters Score -2.084355e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65807 members 
Mstep: Class 2 contains 83313 members 
Entering Unmasked Estep 
Score: -20844146.000000 Penalty: 5908.603516
	Iteration 13Q: 3 clusters Score -2.084415e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66343 members 
Mstep: Class 2 contains 82777 members 
Entering Unmasked Estep 
Score: -20844632.000000 Penalty: 5908.603516
	Iteration 14Q: 3 clusters Score -2.084463e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66873 members 
Mstep: Class 2 contains 82247 members 
Entering Unmasked Estep 
Score: -20845194.000000 Penalty: 5908.603516
	Iteration 15Q: 3 clusters Score -2.084519e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67355 members 
Mstep: Class 2 contains 81765 members 
Entering Unmasked Estep 
Score: -20845796.000000 Penalty: 5908.603516
	Iteration 16Q: 3 clusters Score -2.08458e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67770 members 
Mstep: Class 2 contains 81350 members 
Entering Unmasked Estep 
Score: -20846146.000000 Penalty: 5908.603516
	Iteration 17Q: 3 clusters Score -2.084615e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68215 members 
Mstep: Class 2 contains 80905 members 
Entering Unmasked Estep 
Score: -20846690.000000 Penalty: 5908.603516
	Iteration 18Q: 3 clusters Score -2.084669e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68626 members 
Mstep: Class 2 contains 80494 members 
Entering Unmasked Estep 
Score: -20847224.000000 Penalty: 5908.603516
	Iteration 19Q: 3 clusters Score -2.084722e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68910 members 
Mstep: Class 2 contains 80210 members 
Entering Unmasked Estep 
Score: -20847400.000000 Penalty: 5908.603516
	Iteration 20F: 3 clusters Score -2.08474e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69051 members 
Mstep: Class 2 contains 80069 members 
Entering Unmasked Estep 
Score: -20847824.000000 Penalty: 5908.603516
	Iteration 21Q: 3 clusters Score -2.084782e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69141 members 
Mstep: Class 2 contains 79979 members 
Entering Unmasked Estep 
Score: -20848110.000000 Penalty: 5908.603516
	Iteration 22Q: 3 clusters Score -2.084811e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69251 members 
Mstep: Class 2 contains 79869 members 
Entering Unmasked Estep 
Score: -20848192.000000 Penalty: 5908.603516
	Iteration 23Q: 3 clusters Score -2.084819e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69337 members 
Mstep: Class 2 contains 79783 members 
Entering Unmasked Estep 
Score: -20848370.000000 Penalty: 5908.603516
	Iteration 24Q: 3 clusters Score -2.084837e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69394 members 
Mstep: Class 2 contains 79726 members 
Entering Unmasked Estep 
Score: -20848562.000000 Penalty: 5908.603516
	Iteration 25Q: 3 clusters Score -2.084856e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69410 members 
Mstep: Class 2 contains 79710 members 
Entering Unmasked Estep 
Score: -20848732.000000 Penalty: 5908.603516
	Iteration 26Q: 3 clusters Score -2.084873e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69386 members 
Mstep: Class 2 contains 79734 members 
Entering Unmasked Estep 
Score: -20848702.000000 Penalty: 5908.603516
	Iteration 27Q: 3 clusters Score -2.08487e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69376 members 
Mstep: Class 2 contains 79744 members 
Entering Unmasked Estep 
Score: -20848818.000000 Penalty: 5908.603516
	Iteration 28Q: 3 clusters Score -2.084882e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69336 members 
Mstep: Class 2 contains 79784 members 
Entering Unmasked Estep 
Score: -20848860.000000 Penalty: 5908.603516
	Iteration 29Q: 3 clusters Score -2.084886e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69282 members 
Mstep: Class 2 contains 79838 members 
Entering Unmasked Estep 
Score: -20848954.000000 Penalty: 5908.603516
	Iteration 30Q: 3 clusters Score -2.084895e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69190 members 
Mstep: Class 2 contains 79930 members 
Entering Unmasked Estep 
Score: -20848998.000000 Penalty: 5908.603516
	Iteration 31Q: 3 clusters Score -2.0849e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69081 members 
Mstep: Class 2 contains 80039 members 
Entering Unmasked Estep 
Score: -20848978.000000 Penalty: 5908.603516
	Iteration 32Q: 3 clusters Score -2.084898e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68968 members 
Mstep: Class 2 contains 80152 members 
Entering Unmasked Estep 
Score: -20848970.000000 Penalty: 5908.603516
	Iteration 33Q: 3 clusters Score -2.084897e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68829 members 
Mstep: Class 2 contains 80291 members 
Entering Unmasked Estep 
Score: -20849034.000000 Penalty: 5908.603516
	Iteration 34Q: 3 clusters Score -2.084903e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68708 members 
Mstep: Class 2 contains 80412 members 
Entering Unmasked Estep 
Score: -20849020.000000 Penalty: 5908.603516
	Iteration 35Q: 3 clusters Score -2.084902e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68596 members 
Mstep: Class 2 contains 80524 members 
Entering Unmasked Estep 
Score: -20849030.000000 Penalty: 5908.603516
	Iteration 36Q: 3 clusters Score -2.084903e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68507 members 
Mstep: Class 2 contains 80613 members 
Entering Unmasked Estep 
Score: -20848994.000000 Penalty: 5908.603516
	Iteration 37Q: 3 clusters Score -2.084899e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68407 members 
Mstep: Class 2 contains 80713 members 
Entering Unmasked Estep 
Score: -20849036.000000 Penalty: 5908.603516
	Iteration 38Q: 3 clusters Score -2.084904e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68297 members 
Mstep: Class 2 contains 80823 members 
Entering Unmasked Estep 
Score: -20849056.000000 Penalty: 5908.603516
	Iteration 39Q: 3 clusters Score -2.084906e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68199 members 
Mstep: Class 2 contains 80921 members 
Entering Unmasked Estep 
Score: -20849068.000000 Penalty: 5908.603516
	Iteration 40F: 3 clusters Score -2.084907e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68104 members 
Mstep: Class 2 contains 81016 members 
Entering Unmasked Estep 
Score: -20849084.000000 Penalty: 5908.603516
	Iteration 41Q: 3 clusters Score -2.084908e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68010 members 
Mstep: Class 2 contains 81110 members 
Entering Unmasked Estep 
Score: -20849082.000000 Penalty: 5908.603516
	Iteration 42Q: 3 clusters Score -2.084908e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67910 members 
Mstep: Class 2 contains 81210 members 
Entering Unmasked Estep 
Score: -20849098.000000 Penalty: 5908.603516
	Iteration 43Q: 3 clusters Score -2.08491e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67810 members 
Mstep: Class 2 contains 81310 members 
Entering Unmasked Estep 
Score: -20849086.000000 Penalty: 5908.603516
	Iteration 44Q: 3 clusters Score -2.084909e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67694 members 
Mstep: Class 2 contains 81426 members 
Entering Unmasked Estep 
Score: -20849094.000000 Penalty: 5908.603516
	Iteration 45Q: 3 clusters Score -2.084909e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67612 members 
Mstep: Class 2 contains 81508 members 
Entering Unmasked Estep 
Score: -20849148.000000 Penalty: 5908.603516
	Iteration 46Q: 3 clusters Score -2.084915e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67530 members 
Mstep: Class 2 contains 81590 members 
Entering Unmasked Estep 
Score: -20849134.000000 Penalty: 5908.603516
	Iteration 47Q: 3 clusters Score -2.084913e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67454 members 
Mstep: Class 2 contains 81666 members 
Entering Unmasked Estep 
Score: -20849126.000000 Penalty: 5908.603516
	Iteration 48Q: 3 clusters Score -2.084913e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67379 members 
Mstep: Class 2 contains 81741 members 
Entering Unmasked Estep 
Score: -20849136.000000 Penalty: 5908.603516
	Iteration 49Q: 3 clusters Score -2.084914e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67317 members 
Mstep: Class 2 contains 81803 members 
Entering Unmasked Estep 
Score: -20849144.000000 Penalty: 5908.603516
	Iteration 50Q: 3 clusters Score -2.084914e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67273 members 
Mstep: Class 2 contains 81847 members 
Entering Unmasked Estep 
Score: -20849140.000000 Penalty: 5908.603516
	Iteration 51Q: 3 clusters Score -2.084914e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67217 members 
Mstep: Class 2 contains 81903 members 
Entering Unmasked Estep 
Score: -20849144.000000 Penalty: 5908.603516
	Iteration 52Q: 3 clusters Score -2.084914e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67171 members 
Mstep: Class 2 contains 81949 members 
Entering Unmasked Estep 
Score: -20849148.000000 Penalty: 5908.603516
	Iteration 53Q: 3 clusters Score -2.084915e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67122 members 
Mstep: Class 2 contains 81998 members 
Entering Unmasked Estep 
Score: -20849142.000000 Penalty: 5908.603516
	Iteration 54Q: 3 clusters Score -2.084914e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67075 members 
Mstep: Class 2 contains 82045 members 
Entering Unmasked Estep 
Score: -20849138.000000 Penalty: 5908.603516
	Iteration 55Q: 3 clusters Score -2.084914e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67036 members 
Mstep: Class 2 contains 82084 members 
Entering Unmasked Estep 
Score: -20849134.000000 Penalty: 5908.603516
	Iteration 56Q: 3 clusters Score -2.084913e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66988 members 
Mstep: Class 2 contains 82132 members 
Entering Unmasked Estep 
Score: -20849150.000000 Penalty: 5908.603516
	Iteration 57Q: 3 clusters Score -2.084915e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66955 members 
Mstep: Class 2 contains 82165 members 
Entering Unmasked Estep 
Score: -20849138.000000 Penalty: 5908.603516
	Iteration 58Q: 3 clusters Score -2.084914e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66924 members 
Mstep: Class 2 contains 82196 members 
Entering Unmasked Estep 
Score: -20849144.000000 Penalty: 5908.603516
	Iteration 59Q: 3 clusters Score -2.084914e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66895 members 
Mstep: Class 2 contains 82225 members 
Entering Unmasked Estep 
Score: -20849150.000000 Penalty: 5908.603516
	Iteration 60F: 3 clusters Score -2.084915e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66867 members 
Mstep: Class 2 contains 82253 members 
Entering Unmasked Estep 
Score: -20849164.000000 Penalty: 5908.603516
	Iteration 61Q: 3 clusters Score -2.084916e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66832 members 
Mstep: Class 2 contains 82288 members 
Entering Unmasked Estep 
Score: -20849176.000000 Penalty: 5908.603516
	Iteration 62Q: 3 clusters Score -2.084918e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66802 members 
Mstep: Class 2 contains 82318 members 
Entering Unmasked Estep 
Score: -20849172.000000 Penalty: 5908.603516
	Iteration 63Q: 3 clusters Score -2.084917e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66764 members 
Mstep: Class 2 contains 82356 members 
Entering Unmasked Estep 
Score: -20849158.000000 Penalty: 5908.603516
	Iteration 64Q: 3 clusters Score -2.084916e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66735 members 
Mstep: Class 2 contains 82385 members 
Entering Unmasked Estep 
Score: -20849144.000000 Penalty: 5908.603516
	Iteration 65Q: 3 clusters Score -2.084914e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66701 members 
Mstep: Class 2 contains 82419 members 
Entering Unmasked Estep 
Score: -20849128.000000 Penalty: 5908.603516
	Iteration 66Q: 3 clusters Score -2.084913e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66680 members 
Mstep: Class 2 contains 82440 members 
Entering Unmasked Estep 
Score: -20849154.000000 Penalty: 5908.603516
	Iteration 67Q: 3 clusters Score -2.084915e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66656 members 
Mstep: Class 2 contains 82464 members 
Entering Unmasked Estep 
Score: -20849144.000000 Penalty: 5908.603516
	Iteration 68Q: 3 clusters Score -2.084914e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66636 members 
Mstep: Class 2 contains 82484 members 
Entering Unmasked Estep 
Score: -20849154.000000 Penalty: 5908.603516
	Iteration 69Q: 3 clusters Score -2.084915e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66622 members 
Mstep: Class 2 contains 82498 members 
Entering Unmasked Estep 
Score: -20849184.000000 Penalty: 5908.603516
	Iteration 70Q: 3 clusters Score -2.084918e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66606 members 
Mstep: Class 2 contains 82514 members 
Entering Unmasked Estep 
Score: -20849162.000000 Penalty: 5908.603516
	Iteration 71Q: 3 clusters Score -2.084916e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66590 members 
Mstep: Class 2 contains 82530 members 
Entering Unmasked Estep 
Score: -20849156.000000 Penalty: 5908.603516
	Iteration 72Q: 3 clusters Score -2.084916e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66566 members 
Mstep: Class 2 contains 82554 members 
Entering Unmasked Estep 
Score: -20849134.000000 Penalty: 5908.603516
	Iteration 73Q: 3 clusters Score -2.084913e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66542 members 
Mstep: Class 2 contains 82578 members 
Entering Unmasked Estep 
Score: -20849156.000000 Penalty: 5908.603516
	Iteration 74Q: 3 clusters Score -2.084916e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66530 members 
Mstep: Class 2 contains 82590 members 
Entering Unmasked Estep 
Score: -20849132.000000 Penalty: 5908.603516
	Iteration 75Q: 3 clusters Score -2.084913e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66521 members 
Mstep: Class 2 contains 82599 members 
Entering Unmasked Estep 
Score: -20849124.000000 Penalty: 5908.603516
	Iteration 76Q: 3 clusters Score -2.084912e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66508 members 
Mstep: Class 2 contains 82612 members 
Entering Unmasked Estep 
Score: -20849140.000000 Penalty: 5908.603516
	Iteration 77Q: 3 clusters Score -2.084914e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66503 members 
Mstep: Class 2 contains 82617 members 
Entering Unmasked Estep 
Score: -20849152.000000 Penalty: 5908.603516
	Iteration 78Q: 3 clusters Score -2.084915e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66503 members 
Mstep: Class 2 contains 82617 members 
Entering Unmasked Estep 
Score: -20849146.000000 Penalty: 5908.603516
	Iteration 79Q: 3 clusters Score -2.084915e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66502 members 
Mstep: Class 2 contains 82618 members 
Entering Unmasked Estep 
Score: -20849146.000000 Penalty: 5908.603516
	Iteration 80F: 3 clusters Score -2.084915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66498 members 
Mstep: Class 2 contains 82622 members 
Entering Unmasked Estep 
Score: -20849162.000000 Penalty: 5908.603516
	Iteration 81Q: 3 clusters Score -2.084916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66497 members 
Mstep: Class 2 contains 82623 members 
Entering Unmasked Estep 
Score: -20849162.000000 Penalty: 5908.603516
	Iteration 82Q: 3 clusters Score -2.084916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66495 members 
Mstep: Class 2 contains 82625 members 
Entering Unmasked Estep 
Score: -20849172.000000 Penalty: 5908.603516
	Iteration 83Q: 3 clusters Score -2.084917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66493 members 
Mstep: Class 2 contains 82627 members 
Entering Unmasked Estep 
Score: -20849166.000000 Penalty: 5908.603516
	Iteration 84Q: 3 clusters Score -2.084917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66493 members 
Mstep: Class 2 contains 82627 members 
Entering Unmasked Estep 
Score: -20849162.000000 Penalty: 5908.603516
	Iteration 85Q: 3 clusters Score -2.084916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66493 members 
Mstep: Class 2 contains 82627 members 
Entering Unmasked Estep 
Score: -20849168.000000 Penalty: 5908.603516
	Iteration 86Q: 3 clusters Score -2.084917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66493 members 
Mstep: Class 2 contains 82627 members 
Entering Unmasked Estep 
Score: -20849178.000000 Penalty: 5908.603516
	Iteration 87Q: 3 clusters Score -2.084918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66492 members 
Mstep: Class 2 contains 82628 members 
Entering Unmasked Estep 
Score: -20849180.000000 Penalty: 5908.603516
	Iteration 88Q: 3 clusters Score -2.084918e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66492 members 
Mstep: Class 2 contains 82628 members 
Entering Unmasked Estep 
Score: -20849180.000000 Penalty: 5908.603516
	Iteration 89F: 3 clusters Score -2.084918e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Entering Unmasked Estep 
Score: -138228.890625 Penalty: 1777.234009
	Iteration 0F: 2 clusters Score -138228.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -136409.328125 Penalty: 3554.468018
	Iteration 0F: 3 clusters Score -136409.3 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -138139.453125 Penalty: 3554.468018
	Iteration 1F: 3 clusters Score -138139.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -139814.343750 Penalty: 3554.468018
	Iteration 2F: 3 clusters Score -139814.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -140891.015625 Penalty: 3554.468018
	Iteration 3F: 3 clusters Score -140891 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -141723.843750 Penalty: 3554.468018
	Iteration 4F: 3 clusters Score -141723.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -142338.468750 Penalty: 3554.468018
	Iteration 5Q: 3 clusters Score -142338.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -142433.406250 Penalty: 3554.468018
	Iteration 6Q: 3 clusters Score -142433.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -142474.156250 Penalty: 3554.468018
	Iteration 7Q: 3 clusters Score -142474.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -142494.031250 Penalty: 3554.468018
	Iteration 8Q: 3 clusters Score -142494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -142506.468750 Penalty: 3554.468018
	Iteration 9Q: 3 clusters Score -142506.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -142524.984375 Penalty: 3554.468018
	Iteration 10Q: 3 clusters Score -142525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -142528.718750 Penalty: 3554.468018
	Iteration 11Q: 3 clusters Score -142528.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -142529.484375 Penalty: 3554.468018
	Iteration 12Q: 3 clusters Score -142529.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -142533.843750 Penalty: 3554.468018
	Iteration 13F: 3 clusters Score -142533.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -142539.921875 Penalty: 3554.468018
	Iteration 14Q: 3 clusters Score -142539.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -142549.109375 Penalty: 3554.468018
	Iteration 15Q: 3 clusters Score -142549.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -142553.046875 Penalty: 3554.468018
	Iteration 16Q: 3 clusters Score -142553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -142553.046875 Penalty: 3554.468018
	Iteration 17F: 3 clusters Score -142553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 1369 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 149120 members 
Mstep: Class 5 contains 805 members 
Mstep: Class 6 contains 3810 members 
Mstep: Class 7 contains 1272 members 
Mstep: Class 8 contains 13288 members 
Mstep: Class 9 contains 120555 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 16970 members 
Mstep: Class 12 contains 15906 members 
Mstep: Class 13 contains 21048 members 
Mstep: Class 14 contains 490 members 
Mstep: Class 15 contains 179049 members 
Mstep: Class 16 contains 17241 members 
Mstep: Class 18 contains 66211 members 
Mstep: Class 19 contains 8900 members 
Mstep: Class 20 contains 130951 members 
Mstep: Class 21 contains 18017 members 
Mstep: Class 22 contains 156135 members 
Entering Unmasked Estep 
Score: -132676440.000000 Penalty: 71744.437500
Splitting cluster 5 changes total score from -132673624.000000 to -132676440.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 6 (3810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Entering Unmasked Estep 
Score: -525111.625000 Penalty: 2044.855225
	Iteration 0F: 2 clusters Score -525111.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -521339.843750 Penalty: 4089.710449
	Iteration 0F: 3 clusters Score -521339.8 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -522162.031250 Penalty: 4089.710449
	Iteration 1F: 3 clusters Score -522162 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -522323.937500 Penalty: 4089.710449
	Iteration 2F: 3 clusters Score -522323.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -522434.937500 Penalty: 4089.710449
	Iteration 3Q: 3 clusters Score -522434.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -522522.500000 Penalty: 4089.710449
	Iteration 4Q: 3 clusters Score -522522.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -522601.687500 Penalty: 4089.710449
	Iteration 5Q: 3 clusters Score -522601.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -522676.406250 Penalty: 4089.710449
	Iteration 6Q: 3 clusters Score -522676.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -522741.562500 Penalty: 4089.710449
	Iteration 7Q: 3 clusters Score -522741.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -522808.468750 Penalty: 4089.710449
	Iteration 8Q: 3 clusters Score -522808.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -522886.312500 Penalty: 4089.710449
	Iteration 9Q: 3 clusters Score -522886.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -522960.343750 Penalty: 4089.710449
	Iteration 10Q: 3 clusters Score -522960.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -523036.062500 Penalty: 4089.710449
	Iteration 11Q: 3 clusters Score -523036.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -523119.593750 Penalty: 4089.710449
	Iteration 12Q: 3 clusters Score -523119.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -523213.406250 Penalty: 4089.710449
	Iteration 13Q: 3 clusters Score -523213.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -523322.281250 Penalty: 4089.710449
	Iteration 14Q: 3 clusters Score -523322.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -523420.687500 Penalty: 4089.710449
	Iteration 15Q: 3 clusters Score -523420.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -523496.218750 Penalty: 4089.710449
	Iteration 16Q: 3 clusters Score -523496.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -523563.312500 Penalty: 4089.710449
	Iteration 17Q: 3 clusters Score -523563.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -523621.406250 Penalty: 4089.710449
	Iteration 18Q: 3 clusters Score -523621.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -523665.937500 Penalty: 4089.710449
	Iteration 19Q: 3 clusters Score -523665.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -523696.031250 Penalty: 4089.710449
	Iteration 20F: 3 clusters Score -523696 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -523718.437500 Penalty: 4089.710449
	Iteration 21Q: 3 clusters Score -523718.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -523732.500000 Penalty: 4089.710449
	Iteration 22Q: 3 clusters Score -523732.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -523741.593750 Penalty: 4089.710449
	Iteration 23Q: 3 clusters Score -523741.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -523745.062500 Penalty: 4089.710449
	Iteration 24Q: 3 clusters Score -523745.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -523749.593750 Penalty: 4089.710449
	Iteration 25Q: 3 clusters Score -523749.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -523756.343750 Penalty: 4089.710449
	Iteration 26Q: 3 clusters Score -523756.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -523761.281250 Penalty: 4089.710449
	Iteration 27Q: 3 clusters Score -523761.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -523764.500000 Penalty: 4089.710449
	Iteration 28Q: 3 clusters Score -523764.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -523766.218750 Penalty: 4089.710449
	Iteration 29Q: 3 clusters Score -523766.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -523767.468750 Penalty: 4089.710449
	Iteration 30Q: 3 clusters Score -523767.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -523767.468750 Penalty: 4089.710449
	Iteration 31Q: 3 clusters Score -523767.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -523767.500000 Penalty: 4089.710449
	Iteration 32Q: 3 clusters Score -523767.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -523767.500000 Penalty: 4089.710449
	Iteration 33F: 3 clusters Score -523767.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Entering Unmasked Estep 
Score: -136620.531250 Penalty: 1772.789795
	Iteration 0F: 2 clusters Score -136620.5 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 604 members 
Entering Unmasked Estep 
Score: -134658.562500 Penalty: 3545.579590
	Iteration 0F: 3 clusters Score -134658.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -135923.343750 Penalty: 3545.579590
	Iteration 1F: 3 clusters Score -135923.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -137147.109375 Penalty: 3545.579590
	Iteration 2F: 3 clusters Score -137147.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -138156.734375 Penalty: 3545.579590
	Iteration 3F: 3 clusters Score -138156.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -138923.578125 Penalty: 3545.579590
	Iteration 4F: 3 clusters Score -138923.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -139447.265625 Penalty: 3545.579590
	Iteration 5Q: 3 clusters Score -139447.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -139501.812500 Penalty: 3545.579590
	Iteration 6Q: 3 clusters Score -139501.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -139515.875000 Penalty: 3545.579590
	Iteration 7Q: 3 clusters Score -139515.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -139524.328125 Penalty: 3545.579590
	Iteration 8Q: 3 clusters Score -139524.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -139525.671875 Penalty: 3545.579590
	Iteration 9Q: 3 clusters Score -139525.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -139526.171875 Penalty: 3545.579590
	Iteration 10F: 3 clusters Score -139526.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -139531.390625 Penalty: 3545.579590
	Iteration 11Q: 3 clusters Score -139531.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -139533.296875 Penalty: 3545.579590
	Iteration 12Q: 3 clusters Score -139533.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -139534.437500 Penalty: 3545.579590
	Iteration 13Q: 3 clusters Score -139534.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -139541.328125 Penalty: 3545.579590
	Iteration 14Q: 3 clusters Score -139541.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -139546.046875 Penalty: 3545.579590
	Iteration 15Q: 3 clusters Score -139546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -139548.453125 Penalty: 3545.579590
	Iteration 16Q: 3 clusters Score -139548.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -139554.171875 Penalty: 3545.579590
	Iteration 17Q: 3 clusters Score -139554.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -139554.171875 Penalty: 3545.579590
	Iteration 18F: 3 clusters Score -139554.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 1369 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 149120 members 
Mstep: Class 5 contains 805 members 
Mstep: Class 6 contains 3810 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 13288 members 
Mstep: Class 9 contains 120555 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 16970 members 
Mstep: Class 12 contains 15906 members 
Mstep: Class 13 contains 21048 members 
Mstep: Class 14 contains 490 members 
Mstep: Class 15 contains 179049 members 
Mstep: Class 16 contains 17241 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 66211 members 
Mstep: Class 19 contains 8900 members 
Mstep: Class 20 contains 130951 members 
Mstep: Class 21 contains 18017 members 
Mstep: Class 22 contains 156135 members 
Entering Unmasked Estep 
Score: -132677688.000000 Penalty: 75160.835938
Splitting cluster 7 changes total score from -132673624.000000 to -132677688.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 8 (13288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Entering Unmasked Estep 
Score: -1908254.750000 Penalty: 2354.664795
	Iteration 0F: 2 clusters Score -1908255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1898532.375000 Penalty: 4709.329590
	Iteration 0F: 3 clusters Score -1898532 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1901511.500000 Penalty: 4709.329590
	Iteration 1F: 3 clusters Score -1901512 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1901823.750000 Penalty: 4709.329590
	Iteration 2F: 3 clusters Score -1901824 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1902040.750000 Penalty: 4709.329590
	Iteration 3Q: 3 clusters Score -1902041 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1902176.500000 Penalty: 4709.329590
	Iteration 4Q: 3 clusters Score -1902176 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1902304.125000 Penalty: 4709.329590
	Iteration 5Q: 3 clusters Score -1902304 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1902421.250000 Penalty: 4709.329590
	Iteration 6Q: 3 clusters Score -1902421 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1902529.875000 Penalty: 4709.329590
	Iteration 7Q: 3 clusters Score -1902530 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1902646.500000 Penalty: 4709.329590
	Iteration 8Q: 3 clusters Score -1902646 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1902779.125000 Penalty: 4709.329590
	Iteration 9Q: 3 clusters Score -1902779 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1902927.375000 Penalty: 4709.329590
	Iteration 10Q: 3 clusters Score -1902927 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1903129.375000 Penalty: 4709.329590
	Iteration 11Q: 3 clusters Score -1903129 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1903390.125000 Penalty: 4709.329590
	Iteration 12Q: 3 clusters Score -1903390 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1903694.250000 Penalty: 4709.329590
	Iteration 13Q: 3 clusters Score -1903694 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1904057.250000 Penalty: 4709.329590
	Iteration 14Q: 3 clusters Score -1904057 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1904401.625000 Penalty: 4709.329590
	Iteration 15Q: 3 clusters Score -1904402 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1904714.375000 Penalty: 4709.329590
	Iteration 16Q: 3 clusters Score -1904714 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1904965.375000 Penalty: 4709.329590
	Iteration 17Q: 3 clusters Score -1904965 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1905179.125000 Penalty: 4709.329590
	Iteration 18Q: 3 clusters Score -1905179 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1905377.125000 Penalty: 4709.329590
	Iteration 19Q: 3 clusters Score -1905377 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1905553.625000 Penalty: 4709.329590
	Iteration 20F: 3 clusters Score -1905554 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1905667.625000 Penalty: 4709.329590
	Iteration 21Q: 3 clusters Score -1905668 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1905762.000000 Penalty: 4709.329590
	Iteration 22Q: 3 clusters Score -1905762 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1905849.000000 Penalty: 4709.329590
	Iteration 23Q: 3 clusters Score -1905849 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1905922.625000 Penalty: 4709.329590
	Iteration 24Q: 3 clusters Score -1905923 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1905986.250000 Penalty: 4709.329590
	Iteration 25Q: 3 clusters Score -1905986 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1906029.375000 Penalty: 4709.329590
	Iteration 26Q: 3 clusters Score -1906029 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1906065.125000 Penalty: 4709.329590
	Iteration 27Q: 3 clusters Score -1906065 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1906090.375000 Penalty: 4709.329590
	Iteration 28Q: 3 clusters Score -1906090 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1906126.250000 Penalty: 4709.329590
	Iteration 29Q: 3 clusters Score -1906126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1906146.375000 Penalty: 4709.329590
	Iteration 30Q: 3 clusters Score -1906146 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1906165.125000 Penalty: 4709.329590
	Iteration 31Q: 3 clusters Score -1906165 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1906178.875000 Penalty: 4709.329590
	Iteration 32Q: 3 clusters Score -1906179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1906190.250000 Penalty: 4709.329590
	Iteration 33Q: 3 clusters Score -1906190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1906195.375000 Penalty: 4709.329590
	Iteration 34Q: 3 clusters Score -1906195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1906198.000000 Penalty: 4709.329590
	Iteration 35Q: 3 clusters Score -1906198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -1906198.500000 Penalty: 4709.329590
	Iteration 36Q: 3 clusters Score -1906198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1906204.625000 Penalty: 4709.329590
	Iteration 37Q: 3 clusters Score -1906205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1906212.875000 Penalty: 4709.329590
	Iteration 38Q: 3 clusters Score -1906213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1906224.250000 Penalty: 4709.329590
	Iteration 39Q: 3 clusters Score -1906224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1906231.500000 Penalty: 4709.329590
	Iteration 40F: 3 clusters Score -1906232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1906238.125000 Penalty: 4709.329590
	Iteration 41Q: 3 clusters Score -1906238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -1906241.625000 Penalty: 4709.329590
	Iteration 42Q: 3 clusters Score -1906242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -1906243.750000 Penalty: 4709.329590
	Iteration 43Q: 3 clusters Score -1906244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1906248.125000 Penalty: 4709.329590
	Iteration 44Q: 3 clusters Score -1906248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1906252.125000 Penalty: 4709.329590
	Iteration 45Q: 3 clusters Score -1906252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1906253.250000 Penalty: 4709.329590
	Iteration 46Q: 3 clusters Score -1906253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1906253.375000 Penalty: 4709.329590
	Iteration 47Q: 3 clusters Score -1906253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1906255.750000 Penalty: 4709.329590
	Iteration 48Q: 3 clusters Score -1906256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -1906255.000000 Penalty: 4709.329590
	Iteration 49Q: 3 clusters Score -1906255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1906259.250000 Penalty: 4709.329590
	Iteration 50Q: 3 clusters Score -1906259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1906259.625000 Penalty: 4709.329590
	Iteration 51Q: 3 clusters Score -1906260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1906260.500000 Penalty: 4709.329590
	Iteration 52Q: 3 clusters Score -1906260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1906262.625000 Penalty: 4709.329590
	Iteration 53Q: 3 clusters Score -1906263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1906262.625000 Penalty: 4709.329590
	Iteration 54F: 3 clusters Score -1906263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (120555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120555 members 
Entering Unmasked Estep 
Score: -16941140.000000 Penalty: 2901.565674
	Iteration 0F: 2 clusters Score -1.694114e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60501 members 
Mstep: Class 2 contains 60054 members 
Entering Unmasked Estep 
Score: -16863258.000000 Penalty: 5803.131348
	Iteration 0F: 3 clusters Score -1.686326e+07 nChanged 57273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63260 members 
Mstep: Class 2 contains 57295 members 
Entering Unmasked Estep 
Score: -16896278.000000 Penalty: 5803.131348
	Iteration 1F: 3 clusters Score -1.689628e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65177 members 
Mstep: Class 2 contains 55378 members 
Entering Unmasked Estep 
Score: -16897098.000000 Penalty: 5803.131348
	Iteration 2Q: 3 clusters Score -1.68971e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68046 members 
Mstep: Class 2 contains 52509 members 
Entering Unmasked Estep 
Score: -16898548.000000 Penalty: 5803.131348
	Iteration 3Q: 3 clusters Score -1.689855e+07 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72256 members 
Mstep: Class 2 contains 48299 members 
Entering Unmasked Estep 
Score: -16900564.000000 Penalty: 5803.131348
	Iteration 4Q: 3 clusters Score -1.690056e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78268 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -16904348.000000 Penalty: 5803.131348
	Iteration 5F: 3 clusters Score -1.690435e+07 nChanged 8500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86496 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -16910338.000000 Penalty: 5803.131348
	Iteration 6F: 3 clusters Score -1.691034e+07 nChanged 9915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96251 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -16918190.000000 Penalty: 5803.131348
	Iteration 7F: 3 clusters Score -1.691819e+07 nChanged 9773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105970 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -16926408.000000 Penalty: 5803.131348
	Iteration 8F: 3 clusters Score -1.692641e+07 nChanged 7169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113127 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -16932510.000000 Penalty: 5803.131348
	Iteration 9F: 3 clusters Score -1.693251e+07 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117157 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -16936014.000000 Penalty: 5803.131348
	Iteration 10Q: 3 clusters Score -1.693601e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118953 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -16937632.000000 Penalty: 5803.131348
	Iteration 11Q: 3 clusters Score -1.693763e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119631 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -16938290.000000 Penalty: 5803.131348
	Iteration 12Q: 3 clusters Score -1.693829e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119904 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -16938588.000000 Penalty: 5803.131348
	Iteration 13Q: 3 clusters Score -1.693859e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120028 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -16938714.000000 Penalty: 5803.131348
	Iteration 14Q: 3 clusters Score -1.693871e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120084 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -16938782.000000 Penalty: 5803.131348
	Iteration 15Q: 3 clusters Score -1.693878e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120114 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -16938834.000000 Penalty: 5803.131348
	Iteration 16Q: 3 clusters Score -1.693883e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120131 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -16938846.000000 Penalty: 5803.131348
	Iteration 17Q: 3 clusters Score -1.693885e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120146 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -16938874.000000 Penalty: 5803.131348
	Iteration 18Q: 3 clusters Score -1.693887e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120154 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -16938896.000000 Penalty: 5803.131348
	Iteration 19Q: 3 clusters Score -1.69389e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120161 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -16938922.000000 Penalty: 5803.131348
	Iteration 20F: 3 clusters Score -1.693892e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120165 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -16938922.000000 Penalty: 5803.131348
	Iteration 21Q: 3 clusters Score -1.693892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120166 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -16938932.000000 Penalty: 5803.131348
	Iteration 22Q: 3 clusters Score -1.693893e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120166 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -16938926.000000 Penalty: 5803.131348
	Iteration 23Q: 3 clusters Score -1.693893e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120168 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -16938926.000000 Penalty: 5803.131348
	Iteration 24Q: 3 clusters Score -1.693893e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120169 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -16938930.000000 Penalty: 5803.131348
	Iteration 25Q: 3 clusters Score -1.693893e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120173 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -16938942.000000 Penalty: 5803.131348
	Iteration 26Q: 3 clusters Score -1.693894e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120175 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -16938942.000000 Penalty: 5803.131348
	Iteration 27Q: 3 clusters Score -1.693894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120176 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -16938946.000000 Penalty: 5803.131348
	Iteration 28Q: 3 clusters Score -1.693895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120181 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -16938958.000000 Penalty: 5803.131348
	Iteration 29Q: 3 clusters Score -1.693896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120181 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -16938960.000000 Penalty: 5803.131348
	Iteration 30Q: 3 clusters Score -1.693896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120180 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -16938952.000000 Penalty: 5803.131348
	Iteration 31Q: 3 clusters Score -1.693895e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120180 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -16938958.000000 Penalty: 5803.131348
	Iteration 32Q: 3 clusters Score -1.693896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120181 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -16938962.000000 Penalty: 5803.131348
	Iteration 33Q: 3 clusters Score -1.693896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120182 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -16938968.000000 Penalty: 5803.131348
	Iteration 34Q: 3 clusters Score -1.693897e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120181 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -16938976.000000 Penalty: 5803.131348
	Iteration 35Q: 3 clusters Score -1.693898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120183 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -16938968.000000 Penalty: 5803.131348
	Iteration 36Q: 3 clusters Score -1.693897e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120182 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -16938978.000000 Penalty: 5803.131348
	Iteration 37Q: 3 clusters Score -1.693898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120183 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -16938976.000000 Penalty: 5803.131348
	Iteration 38Q: 3 clusters Score -1.693898e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120183 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -16938976.000000 Penalty: 5803.131348
	Iteration 39F: 3 clusters Score -1.693898e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Entering Unmasked Estep 
Score: -2408833.250000 Penalty: 2415.322266
	Iteration 0F: 2 clusters Score -2408833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2396694.500000 Penalty: 4830.644531
	Iteration 0F: 3 clusters Score -2396694 nChanged 7404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -2400530.000000 Penalty: 4830.644531
	Iteration 1F: 3 clusters Score -2400530 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -2400904.000000 Penalty: 4830.644531
	Iteration 2F: 3 clusters Score -2400904 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2401250.750000 Penalty: 4830.644531
	Iteration 3Q: 3 clusters Score -2401251 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -2401591.500000 Penalty: 4830.644531
	Iteration 4Q: 3 clusters Score -2401592 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -2401990.750000 Penalty: 4830.644531
	Iteration 5Q: 3 clusters Score -2401991 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -2402436.500000 Penalty: 4830.644531
	Iteration 6Q: 3 clusters Score -2402436 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -2402926.000000 Penalty: 4830.644531
	Iteration 7F: 3 clusters Score -2402926 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2403529.750000 Penalty: 4830.644531
	Iteration 8F: 3 clusters Score -2403530 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -2404210.000000 Penalty: 4830.644531
	Iteration 9F: 3 clusters Score -2404210 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -2404900.750000 Penalty: 4830.644531
	Iteration 10F: 3 clusters Score -2404901 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2405525.000000 Penalty: 4830.644531
	Iteration 11Q: 3 clusters Score -2405525 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -2406023.000000 Penalty: 4830.644531
	Iteration 12Q: 3 clusters Score -2406023 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -2406389.000000 Penalty: 4830.644531
	Iteration 13Q: 3 clusters Score -2406389 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -2406663.500000 Penalty: 4830.644531
	Iteration 14Q: 3 clusters Score -2406664 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -2406875.250000 Penalty: 4830.644531
	Iteration 15Q: 3 clusters Score -2406875 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -2406960.250000 Penalty: 4830.644531
	Iteration 16Q: 3 clusters Score -2406960 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -2407019.500000 Penalty: 4830.644531
	Iteration 17Q: 3 clusters Score -2407020 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -2407066.500000 Penalty: 4830.644531
	Iteration 18Q: 3 clusters Score -2407066 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -2407102.000000 Penalty: 4830.644531
	Iteration 19Q: 3 clusters Score -2407102 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2407137.250000 Penalty: 4830.644531
	Iteration 20F: 3 clusters Score -2407137 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -2407160.000000 Penalty: 4830.644531
	Iteration 21Q: 3 clusters Score -2407160 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -2407190.750000 Penalty: 4830.644531
	Iteration 22Q: 3 clusters Score -2407191 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -2407222.250000 Penalty: 4830.644531
	Iteration 23Q: 3 clusters Score -2407222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2407240.750000 Penalty: 4830.644531
	Iteration 24Q: 3 clusters Score -2407241 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -2407266.500000 Penalty: 4830.644531
	Iteration 25Q: 3 clusters Score -2407266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -2407283.750000 Penalty: 4830.644531
	Iteration 26Q: 3 clusters Score -2407284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -2407295.000000 Penalty: 4830.644531
	Iteration 27Q: 3 clusters Score -2407295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -2407304.250000 Penalty: 4830.644531
	Iteration 28Q: 3 clusters Score -2407304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -2407306.500000 Penalty: 4830.644531
	Iteration 29Q: 3 clusters Score -2407306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -2407308.500000 Penalty: 4830.644531
	Iteration 30Q: 3 clusters Score -2407308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -2407311.000000 Penalty: 4830.644531
	Iteration 31Q: 3 clusters Score -2407311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -2407313.000000 Penalty: 4830.644531
	Iteration 32Q: 3 clusters Score -2407313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -2407314.250000 Penalty: 4830.644531
	Iteration 33Q: 3 clusters Score -2407314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -2407312.500000 Penalty: 4830.644531
	Iteration 34Q: 3 clusters Score -2407312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -2407314.000000 Penalty: 4830.644531
	Iteration 35Q: 3 clusters Score -2407314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -2407321.250000 Penalty: 4830.644531
	Iteration 36Q: 3 clusters Score -2407321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -2407320.000000 Penalty: 4830.644531
	Iteration 37Q: 3 clusters Score -2407320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -2407319.250000 Penalty: 4830.644531
	Iteration 38Q: 3 clusters Score -2407319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -2407319.250000 Penalty: 4830.644531
	Iteration 39F: 3 clusters Score -2407319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Entering Unmasked Estep 
Score: -2154930.500000 Penalty: 2399.264160
	Iteration 0F: 2 clusters Score -2154930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -2143542.250000 Penalty: 4798.528320
	Iteration 0F: 3 clusters Score -2143542 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -2147733.000000 Penalty: 4798.528320
	Iteration 1F: 3 clusters Score -2147733 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -2148726.500000 Penalty: 4798.528320
	Iteration 2F: 3 clusters Score -2148726 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -2149761.500000 Penalty: 4798.528320
	Iteration 3F: 3 clusters Score -2149762 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2150734.000000 Penalty: 4798.528320
	Iteration 4F: 3 clusters Score -2150734 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -2151576.500000 Penalty: 4798.528320
	Iteration 5F: 3 clusters Score -2151576 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -2152138.250000 Penalty: 4798.528320
	Iteration 6F: 3 clusters Score -2152138 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -2152468.500000 Penalty: 4798.528320
	Iteration 7Q: 3 clusters Score -2152468 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -2152653.000000 Penalty: 4798.528320
	Iteration 8Q: 3 clusters Score -2152653 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -2152756.500000 Penalty: 4798.528320
	Iteration 9Q: 3 clusters Score -2152756 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2152804.000000 Penalty: 4798.528320
	Iteration 10Q: 3 clusters Score -2152804 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -2152836.000000 Penalty: 4798.528320
	Iteration 11Q: 3 clusters Score -2152836 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -2152867.250000 Penalty: 4798.528320
	Iteration 12Q: 3 clusters Score -2152867 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -2152892.250000 Penalty: 4798.528320
	Iteration 13Q: 3 clusters Score -2152892 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -2152928.500000 Penalty: 4798.528320
	Iteration 14Q: 3 clusters Score -2152928 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -2152970.500000 Penalty: 4798.528320
	Iteration 15Q: 3 clusters Score -2152970 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2152986.250000 Penalty: 4798.528320
	Iteration 16Q: 3 clusters Score -2152986 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -2153002.000000 Penalty: 4798.528320
	Iteration 17Q: 3 clusters Score -2153002 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -2153023.000000 Penalty: 4798.528320
	Iteration 18Q: 3 clusters Score -2153023 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2153050.250000 Penalty: 4798.528320
	Iteration 19Q: 3 clusters Score -2153050 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -2153073.250000 Penalty: 4798.528320
	Iteration 20F: 3 clusters Score -2153073 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -2153084.250000 Penalty: 4798.528320
	Iteration 21Q: 3 clusters Score -2153084 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -2153097.250000 Penalty: 4798.528320
	Iteration 22Q: 3 clusters Score -2153097 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -2153119.500000 Penalty: 4798.528320
	Iteration 23Q: 3 clusters Score -2153120 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -2153129.500000 Penalty: 4798.528320
	Iteration 24Q: 3 clusters Score -2153130 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2153132.750000 Penalty: 4798.528320
	Iteration 25Q: 3 clusters Score -2153133 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -2153145.500000 Penalty: 4798.528320
	Iteration 26Q: 3 clusters Score -2153146 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -2153156.000000 Penalty: 4798.528320
	Iteration 27Q: 3 clusters Score -2153156 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2153164.750000 Penalty: 4798.528320
	Iteration 28Q: 3 clusters Score -2153165 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -2153169.500000 Penalty: 4798.528320
	Iteration 29Q: 3 clusters Score -2153170 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -2153189.250000 Penalty: 4798.528320
	Iteration 30Q: 3 clusters Score -2153189 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -2153197.750000 Penalty: 4798.528320
	Iteration 31Q: 3 clusters Score -2153198 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -2153208.000000 Penalty: 4798.528320
	Iteration 32Q: 3 clusters Score -2153208 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -2153222.250000 Penalty: 4798.528320
	Iteration 33Q: 3 clusters Score -2153222 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -2153217.750000 Penalty: 4798.528320
	Iteration 34Q: 3 clusters Score -2153218 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -2153233.000000 Penalty: 4798.528320
	Iteration 35Q: 3 clusters Score -2153233 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -2153240.500000 Penalty: 4798.528320
	Iteration 36Q: 3 clusters Score -2153240 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -2153250.500000 Penalty: 4798.528320
	Iteration 37Q: 3 clusters Score -2153250 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -2153263.000000 Penalty: 4798.528320
	Iteration 38Q: 3 clusters Score -2153263 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2153270.500000 Penalty: 4798.528320
	Iteration 39Q: 3 clusters Score -2153270 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -2153288.250000 Penalty: 4798.528320
	Iteration 40F: 3 clusters Score -2153288 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -2153302.250000 Penalty: 4798.528320
	Iteration 41Q: 3 clusters Score -2153302 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -2153311.500000 Penalty: 4798.528320
	Iteration 42Q: 3 clusters Score -2153312 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -2153328.500000 Penalty: 4798.528320
	Iteration 43Q: 3 clusters Score -2153328 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -2153345.500000 Penalty: 4798.528320
	Iteration 44Q: 3 clusters Score -2153346 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -2153353.250000 Penalty: 4798.528320
	Iteration 45Q: 3 clusters Score -2153353 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -2153378.750000 Penalty: 4798.528320
	Iteration 46Q: 3 clusters Score -2153379 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -2153401.500000 Penalty: 4798.528320
	Iteration 47Q: 3 clusters Score -2153402 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -2153417.750000 Penalty: 4798.528320
	Iteration 48Q: 3 clusters Score -2153418 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -2153443.500000 Penalty: 4798.528320
	Iteration 49Q: 3 clusters Score -2153444 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -2153474.750000 Penalty: 4798.528320
	Iteration 50Q: 3 clusters Score -2153475 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -2153503.250000 Penalty: 4798.528320
	Iteration 51Q: 3 clusters Score -2153503 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -2153534.000000 Penalty: 4798.528320
	Iteration 52Q: 3 clusters Score -2153534 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -2153554.500000 Penalty: 4798.528320
	Iteration 53Q: 3 clusters Score -2153554 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -2153573.250000 Penalty: 4798.528320
	Iteration 54Q: 3 clusters Score -2153573 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -2153592.250000 Penalty: 4798.528320
	Iteration 55Q: 3 clusters Score -2153592 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -2153605.500000 Penalty: 4798.528320
	Iteration 56Q: 3 clusters Score -2153606 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -2153622.000000 Penalty: 4798.528320
	Iteration 57Q: 3 clusters Score -2153622 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -2153625.500000 Penalty: 4798.528320
	Iteration 58Q: 3 clusters Score -2153626 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -2153644.000000 Penalty: 4798.528320
	Iteration 59Q: 3 clusters Score -2153644 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -2153659.250000 Penalty: 4798.528320
	Iteration 60F: 3 clusters Score -2153659 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -2153664.750000 Penalty: 4798.528320
	Iteration 61Q: 3 clusters Score -2153665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -2153679.250000 Penalty: 4798.528320
	Iteration 62Q: 3 clusters Score -2153679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2153687.250000 Penalty: 4798.528320
	Iteration 63Q: 3 clusters Score -2153687 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -2153692.000000 Penalty: 4798.528320
	Iteration 64Q: 3 clusters Score -2153692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -2153706.000000 Penalty: 4798.528320
	Iteration 65Q: 3 clusters Score -2153706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -2153712.500000 Penalty: 4798.528320
	Iteration 66Q: 3 clusters Score -2153712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -2153720.000000 Penalty: 4798.528320
	Iteration 67Q: 3 clusters Score -2153720 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -2153731.250000 Penalty: 4798.528320
	Iteration 68Q: 3 clusters Score -2153731 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2153739.750000 Penalty: 4798.528320
	Iteration 69Q: 3 clusters Score -2153740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -2153747.500000 Penalty: 4798.528320
	Iteration 70Q: 3 clusters Score -2153748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -2153767.000000 Penalty: 4798.528320
	Iteration 71Q: 3 clusters Score -2153767 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -2153778.750000 Penalty: 4798.528320
	Iteration 72Q: 3 clusters Score -2153779 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -2153789.500000 Penalty: 4798.528320
	Iteration 73Q: 3 clusters Score -2153790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -2153807.250000 Penalty: 4798.528320
	Iteration 74Q: 3 clusters Score -2153807 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -2153831.750000 Penalty: 4798.528320
	Iteration 75Q: 3 clusters Score -2153832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -2153852.500000 Penalty: 4798.528320
	Iteration 76Q: 3 clusters Score -2153852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -2153890.750000 Penalty: 4798.528320
	Iteration 77Q: 3 clusters Score -2153891 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -2153938.750000 Penalty: 4798.528320
	Iteration 78Q: 3 clusters Score -2153939 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -2153979.250000 Penalty: 4798.528320
	Iteration 79Q: 3 clusters Score -2153979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -2153985.500000 Penalty: 4798.528320
	Iteration 80F: 3 clusters Score -2153986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -2153998.500000 Penalty: 4798.528320
	Iteration 81Q: 3 clusters Score -2153998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -2154004.500000 Penalty: 4798.528320
	Iteration 82Q: 3 clusters Score -2154004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -2154007.000000 Penalty: 4798.528320
	Iteration 83Q: 3 clusters Score -2154007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -2154008.750000 Penalty: 4798.528320
	Iteration 84Q: 3 clusters Score -2154009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -2154008.750000 Penalty: 4798.528320
	Iteration 85F: 3 clusters Score -2154009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Entering Unmasked Estep 
Score: -2979006.750000 Penalty: 2468.731201
	Iteration 0F: 2 clusters Score -2979007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2964304.750000 Penalty: 4937.462402
	Iteration 0F: 3 clusters Score -2964305 nChanged 9304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -2969346.250000 Penalty: 4937.462402
	Iteration 1F: 3 clusters Score -2969346 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2969757.750000 Penalty: 4937.462402
	Iteration 2F: 3 clusters Score -2969758 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -2970092.250000 Penalty: 4937.462402
	Iteration 3Q: 3 clusters Score -2970092 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -2970413.000000 Penalty: 4937.462402
	Iteration 4Q: 3 clusters Score -2970413 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -2970674.000000 Penalty: 4937.462402
	Iteration 5Q: 3 clusters Score -2970674 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2970944.000000 Penalty: 4937.462402
	Iteration 6Q: 3 clusters Score -2970944 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2971239.500000 Penalty: 4937.462402
	Iteration 7Q: 3 clusters Score -2971240 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2971611.750000 Penalty: 4937.462402
	Iteration 8Q: 3 clusters Score -2971612 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2972001.500000 Penalty: 4937.462402
	Iteration 9Q: 3 clusters Score -2972002 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -2972394.250000 Penalty: 4937.462402
	Iteration 10Q: 3 clusters Score -2972394 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -2972841.500000 Penalty: 4937.462402
	Iteration 11Q: 3 clusters Score -2972842 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -2973331.250000 Penalty: 4937.462402
	Iteration 12Q: 3 clusters Score -2973331 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -2973898.250000 Penalty: 4937.462402
	Iteration 13Q: 3 clusters Score -2973898 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -2974441.000000 Penalty: 4937.462402
	Iteration 14Q: 3 clusters Score -2974441 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2974791.500000 Penalty: 4937.462402
	Iteration 15Q: 3 clusters Score -2974792 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -2974968.750000 Penalty: 4937.462402
	Iteration 16Q: 3 clusters Score -2974969 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -2975049.250000 Penalty: 4937.462402
	Iteration 17Q: 3 clusters Score -2975049 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2975116.000000 Penalty: 4937.462402
	Iteration 18Q: 3 clusters Score -2975116 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -2975155.750000 Penalty: 4937.462402
	Iteration 19Q: 3 clusters Score -2975156 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -2975195.000000 Penalty: 4937.462402
	Iteration 20F: 3 clusters Score -2975195 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -2975211.000000 Penalty: 4937.462402
	Iteration 21Q: 3 clusters Score -2975211 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -2975247.750000 Penalty: 4937.462402
	Iteration 22Q: 3 clusters Score -2975248 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -2975270.500000 Penalty: 4937.462402
	Iteration 23Q: 3 clusters Score -2975270 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -2975284.500000 Penalty: 4937.462402
	Iteration 24Q: 3 clusters Score -2975284 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -2975308.500000 Penalty: 4937.462402
	Iteration 25Q: 3 clusters Score -2975308 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -2975316.500000 Penalty: 4937.462402
	Iteration 26Q: 3 clusters Score -2975316 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -2975333.250000 Penalty: 4937.462402
	Iteration 27Q: 3 clusters Score -2975333 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -2975356.000000 Penalty: 4937.462402
	Iteration 28Q: 3 clusters Score -2975356 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -2975367.250000 Penalty: 4937.462402
	Iteration 29Q: 3 clusters Score -2975367 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2975394.000000 Penalty: 4937.462402
	Iteration 30Q: 3 clusters Score -2975394 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -2975419.500000 Penalty: 4937.462402
	Iteration 31Q: 3 clusters Score -2975420 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -2975441.250000 Penalty: 4937.462402
	Iteration 32Q: 3 clusters Score -2975441 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -2975460.750000 Penalty: 4937.462402
	Iteration 33Q: 3 clusters Score -2975461 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -2975478.750000 Penalty: 4937.462402
	Iteration 34Q: 3 clusters Score -2975479 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -2975503.000000 Penalty: 4937.462402
	Iteration 35Q: 3 clusters Score -2975503 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -2975524.250000 Penalty: 4937.462402
	Iteration 36Q: 3 clusters Score -2975524 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -2975550.000000 Penalty: 4937.462402
	Iteration 37Q: 3 clusters Score -2975550 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -2975582.250000 Penalty: 4937.462402
	Iteration 38Q: 3 clusters Score -2975582 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -2975594.000000 Penalty: 4937.462402
	Iteration 39Q: 3 clusters Score -2975594 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -2975634.500000 Penalty: 4937.462402
	Iteration 40F: 3 clusters Score -2975634 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -2975663.500000 Penalty: 4937.462402
	Iteration 41Q: 3 clusters Score -2975664 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -2975677.000000 Penalty: 4937.462402
	Iteration 42Q: 3 clusters Score -2975677 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -2975696.250000 Penalty: 4937.462402
	Iteration 43Q: 3 clusters Score -2975696 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -2975704.500000 Penalty: 4937.462402
	Iteration 44Q: 3 clusters Score -2975704 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -2975723.500000 Penalty: 4937.462402
	Iteration 45Q: 3 clusters Score -2975724 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -2975747.250000 Penalty: 4937.462402
	Iteration 46Q: 3 clusters Score -2975747 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -2975761.750000 Penalty: 4937.462402
	Iteration 47Q: 3 clusters Score -2975762 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -2975791.750000 Penalty: 4937.462402
	Iteration 48Q: 3 clusters Score -2975792 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -2975811.000000 Penalty: 4937.462402
	Iteration 49Q: 3 clusters Score -2975811 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -2975833.250000 Penalty: 4937.462402
	Iteration 50Q: 3 clusters Score -2975833 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -2975853.500000 Penalty: 4937.462402
	Iteration 51Q: 3 clusters Score -2975854 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -2975874.500000 Penalty: 4937.462402
	Iteration 52Q: 3 clusters Score -2975874 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -2975904.250000 Penalty: 4937.462402
	Iteration 53Q: 3 clusters Score -2975904 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -2975922.250000 Penalty: 4937.462402
	Iteration 54Q: 3 clusters Score -2975922 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -2975932.750000 Penalty: 4937.462402
	Iteration 55Q: 3 clusters Score -2975933 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -2975953.250000 Penalty: 4937.462402
	Iteration 56Q: 3 clusters Score -2975953 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -2975970.500000 Penalty: 4937.462402
	Iteration 57Q: 3 clusters Score -2975970 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -2975984.000000 Penalty: 4937.462402
	Iteration 58Q: 3 clusters Score -2975984 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -2976001.500000 Penalty: 4937.462402
	Iteration 59Q: 3 clusters Score -2976002 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -2976011.000000 Penalty: 4937.462402
	Iteration 60F: 3 clusters Score -2976011 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -2976040.000000 Penalty: 4937.462402
	Iteration 61Q: 3 clusters Score -2976040 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -2976048.750000 Penalty: 4937.462402
	Iteration 62Q: 3 clusters Score -2976049 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -2976067.000000 Penalty: 4937.462402
	Iteration 63Q: 3 clusters Score -2976067 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -2976082.750000 Penalty: 4937.462402
	Iteration 64Q: 3 clusters Score -2976083 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -2976104.750000 Penalty: 4937.462402
	Iteration 65Q: 3 clusters Score -2976105 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -2976120.250000 Penalty: 4937.462402
	Iteration 66Q: 3 clusters Score -2976120 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -2976158.500000 Penalty: 4937.462402
	Iteration 67Q: 3 clusters Score -2976158 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -2976178.500000 Penalty: 4937.462402
	Iteration 68Q: 3 clusters Score -2976178 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -2976215.250000 Penalty: 4937.462402
	Iteration 69Q: 3 clusters Score -2976215 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -2976250.000000 Penalty: 4937.462402
	Iteration 70Q: 3 clusters Score -2976250 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -2976300.750000 Penalty: 4937.462402
	Iteration 71Q: 3 clusters Score -2976301 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -2976333.000000 Penalty: 4937.462402
	Iteration 72Q: 3 clusters Score -2976333 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2976380.000000 Penalty: 4937.462402
	Iteration 73Q: 3 clusters Score -2976380 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -2976412.250000 Penalty: 4937.462402
	Iteration 74Q: 3 clusters Score -2976412 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -2976435.000000 Penalty: 4937.462402
	Iteration 75Q: 3 clusters Score -2976435 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -2976465.000000 Penalty: 4937.462402
	Iteration 76Q: 3 clusters Score -2976465 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2976489.000000 Penalty: 4937.462402
	Iteration 77Q: 3 clusters Score -2976489 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2976499.250000 Penalty: 4937.462402
	Iteration 78Q: 3 clusters Score -2976499 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2976535.250000 Penalty: 4937.462402
	Iteration 79Q: 3 clusters Score -2976535 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2976547.750000 Penalty: 4937.462402
	Iteration 80F: 3 clusters Score -2976548 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2976571.750000 Penalty: 4937.462402
	Iteration 81Q: 3 clusters Score -2976572 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2976585.750000 Penalty: 4937.462402
	Iteration 82Q: 3 clusters Score -2976586 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2976596.000000 Penalty: 4937.462402
	Iteration 83Q: 3 clusters Score -2976596 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2976615.750000 Penalty: 4937.462402
	Iteration 84Q: 3 clusters Score -2976616 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2976625.000000 Penalty: 4937.462402
	Iteration 85Q: 3 clusters Score -2976625 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2976633.750000 Penalty: 4937.462402
	Iteration 86Q: 3 clusters Score -2976634 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2976653.250000 Penalty: 4937.462402
	Iteration 87Q: 3 clusters Score -2976653 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2976663.000000 Penalty: 4937.462402
	Iteration 88Q: 3 clusters Score -2976663 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2976670.250000 Penalty: 4937.462402
	Iteration 89Q: 3 clusters Score -2976670 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2976680.500000 Penalty: 4937.462402
	Iteration 90Q: 3 clusters Score -2976680 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2976704.750000 Penalty: 4937.462402
	Iteration 91Q: 3 clusters Score -2976705 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2976711.750000 Penalty: 4937.462402
	Iteration 92Q: 3 clusters Score -2976712 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2976723.250000 Penalty: 4937.462402
	Iteration 93Q: 3 clusters Score -2976723 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2976724.250000 Penalty: 4937.462402
	Iteration 94Q: 3 clusters Score -2976724 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2976734.500000 Penalty: 4937.462402
	Iteration 95Q: 3 clusters Score -2976734 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2976742.000000 Penalty: 4937.462402
	Iteration 96Q: 3 clusters Score -2976742 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2976756.250000 Penalty: 4937.462402
	Iteration 97Q: 3 clusters Score -2976756 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2976769.250000 Penalty: 4937.462402
	Iteration 98Q: 3 clusters Score -2976769 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2976785.750000 Penalty: 4937.462402
	Iteration 99Q: 3 clusters Score -2976786 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2976799.750000 Penalty: 4937.462402
	Iteration 100F: 3 clusters Score -2976800 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2976807.500000 Penalty: 4937.462402
	Iteration 101Q: 3 clusters Score -2976808 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2976811.500000 Penalty: 4937.462402
	Iteration 102Q: 3 clusters Score -2976812 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2976830.500000 Penalty: 4937.462402
	Iteration 103Q: 3 clusters Score -2976830 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2976837.750000 Penalty: 4937.462402
	Iteration 104Q: 3 clusters Score -2976838 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2976844.750000 Penalty: 4937.462402
	Iteration 105Q: 3 clusters Score -2976845 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2976847.000000 Penalty: 4937.462402
	Iteration 106Q: 3 clusters Score -2976847 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2976856.000000 Penalty: 4937.462402
	Iteration 107Q: 3 clusters Score -2976856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2976857.250000 Penalty: 4937.462402
	Iteration 108Q: 3 clusters Score -2976857 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2976860.750000 Penalty: 4937.462402
	Iteration 109Q: 3 clusters Score -2976861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2976862.500000 Penalty: 4937.462402
	Iteration 110Q: 3 clusters Score -2976862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2976864.750000 Penalty: 4937.462402
	Iteration 111Q: 3 clusters Score -2976865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2976867.250000 Penalty: 4937.462402
	Iteration 112Q: 3 clusters Score -2976867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2976872.750000 Penalty: 4937.462402
	Iteration 113Q: 3 clusters Score -2976873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2976869.750000 Penalty: 4937.462402
	Iteration 114Q: 3 clusters Score -2976870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2976873.500000 Penalty: 4937.462402
	Iteration 115Q: 3 clusters Score -2976874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2976872.250000 Penalty: 4937.462402
	Iteration 116Q: 3 clusters Score -2976872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2976876.500000 Penalty: 4937.462402
	Iteration 117Q: 3 clusters Score -2976876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2976878.750000 Penalty: 4937.462402
	Iteration 118Q: 3 clusters Score -2976879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2976878.750000 Penalty: 4937.462402
	Iteration 119F: 3 clusters Score -2976879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (179049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179049 members 
Entering Unmasked Estep 
Score: -25220682.000000 Penalty: 2999.662842
	Iteration 0F: 2 clusters Score -2.522068e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89754 members 
Mstep: Class 2 contains 89295 members 
Entering Unmasked Estep 
Score: -25113428.000000 Penalty: 5999.325684
	Iteration 0F: 3 clusters Score -2.511343e+07 nChanged 86060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94520 members 
Mstep: Class 2 contains 84529 members 
Entering Unmasked Estep 
Score: -25163266.000000 Penalty: 5999.325684
	Iteration 1F: 3 clusters Score -2.516327e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96998 members 
Mstep: Class 2 contains 82051 members 
Entering Unmasked Estep 
Score: -25164154.000000 Penalty: 5999.325684
	Iteration 2Q: 3 clusters Score -2.516415e+07 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100544 members 
Mstep: Class 2 contains 78505 members 
Entering Unmasked Estep 
Score: -25165360.000000 Penalty: 5999.325684
	Iteration 3Q: 3 clusters Score -2.516536e+07 nChanged 7325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105283 members 
Mstep: Class 2 contains 73766 members 
Entering Unmasked Estep 
Score: -25167484.000000 Penalty: 5999.325684
	Iteration 4Q: 3 clusters Score -2.516748e+07 nChanged 8693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111546 members 
Mstep: Class 2 contains 67503 members 
Entering Unmasked Estep 
Score: -25170358.000000 Penalty: 5999.325684
	Iteration 5Q: 3 clusters Score -2.517036e+07 nChanged 10047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118885 members 
Mstep: Class 2 contains 60164 members 
Entering Unmasked Estep 
Score: -25174650.000000 Penalty: 5999.325684
	Iteration 6F: 3 clusters Score -2.517465e+07 nChanged 10573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126000 members 
Mstep: Class 2 contains 53049 members 
Entering Unmasked Estep 
Score: -25179758.000000 Penalty: 5999.325684
	Iteration 7F: 3 clusters Score -2.517976e+07 nChanged 10376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131388 members 
Mstep: Class 2 contains 47661 members 
Entering Unmasked Estep 
Score: -25186562.000000 Penalty: 5999.325684
	Iteration 8F: 3 clusters Score -2.518656e+07 nChanged 9974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133648 members 
Mstep: Class 2 contains 45401 members 
Entering Unmasked Estep 
Score: -25193108.000000 Penalty: 5999.325684
	Iteration 9F: 3 clusters Score -2.519311e+07 nChanged 8476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133250 members 
Mstep: Class 2 contains 45799 members 
Entering Unmasked Estep 
Score: -25196738.000000 Penalty: 5999.325684
	Iteration 10Q: 3 clusters Score -2.519674e+07 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131828 members 
Mstep: Class 2 contains 47221 members 
Entering Unmasked Estep 
Score: -25197784.000000 Penalty: 5999.325684
	Iteration 11Q: 3 clusters Score -2.519778e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130469 members 
Mstep: Class 2 contains 48580 members 
Entering Unmasked Estep 
Score: -25198086.000000 Penalty: 5999.325684
	Iteration 12Q: 3 clusters Score -2.519809e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129098 members 
Mstep: Class 2 contains 49951 members 
Entering Unmasked Estep 
Score: -25197898.000000 Penalty: 5999.325684
	Iteration 13Q: 3 clusters Score -2.51979e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127692 members 
Mstep: Class 2 contains 51357 members 
Entering Unmasked Estep 
Score: -25197910.000000 Penalty: 5999.325684
	Iteration 14Q: 3 clusters Score -2.519791e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126206 members 
Mstep: Class 2 contains 52843 members 
Entering Unmasked Estep 
Score: -25197886.000000 Penalty: 5999.325684
	Iteration 15Q: 3 clusters Score -2.519789e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124614 members 
Mstep: Class 2 contains 54435 members 
Entering Unmasked Estep 
Score: -25197980.000000 Penalty: 5999.325684
	Iteration 16Q: 3 clusters Score -2.519798e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122997 members 
Mstep: Class 2 contains 56052 members 
Entering Unmasked Estep 
Score: -25198018.000000 Penalty: 5999.325684
	Iteration 17Q: 3 clusters Score -2.519802e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121273 members 
Mstep: Class 2 contains 57776 members 
Entering Unmasked Estep 
Score: -25197924.000000 Penalty: 5999.325684
	Iteration 18Q: 3 clusters Score -2.519792e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119444 members 
Mstep: Class 2 contains 59605 members 
Entering Unmasked Estep 
Score: -25197940.000000 Penalty: 5999.325684
	Iteration 19Q: 3 clusters Score -2.519794e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117568 members 
Mstep: Class 2 contains 61481 members 
Entering Unmasked Estep 
Score: -25198024.000000 Penalty: 5999.325684
	Iteration 20F: 3 clusters Score -2.519802e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115626 members 
Mstep: Class 2 contains 63423 members 
Entering Unmasked Estep 
Score: -25198084.000000 Penalty: 5999.325684
	Iteration 21Q: 3 clusters Score -2.519808e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113728 members 
Mstep: Class 2 contains 65321 members 
Entering Unmasked Estep 
Score: -25198152.000000 Penalty: 5999.325684
	Iteration 22Q: 3 clusters Score -2.519815e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111813 members 
Mstep: Class 2 contains 67236 members 
Entering Unmasked Estep 
Score: -25198286.000000 Penalty: 5999.325684
	Iteration 23Q: 3 clusters Score -2.519829e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109854 members 
Mstep: Class 2 contains 69195 members 
Entering Unmasked Estep 
Score: -25198572.000000 Penalty: 5999.325684
	Iteration 24Q: 3 clusters Score -2.519857e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107929 members 
Mstep: Class 2 contains 71120 members 
Entering Unmasked Estep 
Score: -25198712.000000 Penalty: 5999.325684
	Iteration 25Q: 3 clusters Score -2.519871e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106025 members 
Mstep: Class 2 contains 73024 members 
Entering Unmasked Estep 
Score: -25198866.000000 Penalty: 5999.325684
	Iteration 26Q: 3 clusters Score -2.519887e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104087 members 
Mstep: Class 2 contains 74962 members 
Entering Unmasked Estep 
Score: -25198966.000000 Penalty: 5999.325684
	Iteration 27Q: 3 clusters Score -2.519897e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102160 members 
Mstep: Class 2 contains 76889 members 
Entering Unmasked Estep 
Score: -25199078.000000 Penalty: 5999.325684
	Iteration 28Q: 3 clusters Score -2.519908e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100089 members 
Mstep: Class 2 contains 78960 members 
Entering Unmasked Estep 
Score: -25199428.000000 Penalty: 5999.325684
	Iteration 29Q: 3 clusters Score -2.519943e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97848 members 
Mstep: Class 2 contains 81201 members 
Entering Unmasked Estep 
Score: -25199734.000000 Penalty: 5999.325684
	Iteration 30Q: 3 clusters Score -2.519973e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95335 members 
Mstep: Class 2 contains 83714 members 
Entering Unmasked Estep 
Score: -25199904.000000 Penalty: 5999.325684
	Iteration 31Q: 3 clusters Score -2.51999e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92675 members 
Mstep: Class 2 contains 86374 members 
Entering Unmasked Estep 
Score: -25200220.000000 Penalty: 5999.325684
	Iteration 32Q: 3 clusters Score -2.520022e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89849 members 
Mstep: Class 2 contains 89200 members 
Entering Unmasked Estep 
Score: -25200464.000000 Penalty: 5999.325684
	Iteration 33Q: 3 clusters Score -2.520046e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86891 members 
Mstep: Class 2 contains 92158 members 
Entering Unmasked Estep 
Score: -25200760.000000 Penalty: 5999.325684
	Iteration 34Q: 3 clusters Score -2.520076e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83575 members 
Mstep: Class 2 contains 95474 members 
Entering Unmasked Estep 
Score: -25200932.000000 Penalty: 5999.325684
	Iteration 35Q: 3 clusters Score -2.520093e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79953 members 
Mstep: Class 2 contains 99096 members 
Entering Unmasked Estep 
Score: -25201232.000000 Penalty: 5999.325684
	Iteration 36Q: 3 clusters Score -2.520123e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75816 members 
Mstep: Class 2 contains 103233 members 
Entering Unmasked Estep 
Score: -25201560.000000 Penalty: 5999.325684
	Iteration 37Q: 3 clusters Score -2.520156e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71377 members 
Mstep: Class 2 contains 107672 members 
Entering Unmasked Estep 
Score: -25202090.000000 Penalty: 5999.325684
	Iteration 38Q: 3 clusters Score -2.520209e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66676 members 
Mstep: Class 2 contains 112373 members 
Entering Unmasked Estep 
Score: -25202342.000000 Penalty: 5999.325684
	Iteration 39Q: 3 clusters Score -2.520234e+07 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61991 members 
Mstep: Class 2 contains 117058 members 
Entering Unmasked Estep 
Score: -25203486.000000 Penalty: 5999.325684
	Iteration 40F: 3 clusters Score -2.520349e+07 nChanged 6624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55673 members 
Mstep: Class 2 contains 123376 members 
Entering Unmasked Estep 
Score: -25205064.000000 Penalty: 5999.325684
	Iteration 41Q: 3 clusters Score -2.520506e+07 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49193 members 
Mstep: Class 2 contains 129856 members 
Entering Unmasked Estep 
Score: -25206854.000000 Penalty: 5999.325684
	Iteration 42Q: 3 clusters Score -2.520685e+07 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43008 members 
Mstep: Class 2 contains 136041 members 
Entering Unmasked Estep 
Score: -25208608.000000 Penalty: 5999.325684
	Iteration 43Q: 3 clusters Score -2.520861e+07 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 141873 members 
Entering Unmasked Estep 
Score: -25210356.000000 Penalty: 5999.325684
	Iteration 44Q: 3 clusters Score -2.521036e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 146966 members 
Entering Unmasked Estep 
Score: -25211870.000000 Penalty: 5999.325684
	Iteration 45Q: 3 clusters Score -2.521187e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 150984 members 
Entering Unmasked Estep 
Score: -25213104.000000 Penalty: 5999.325684
	Iteration 46Q: 3 clusters Score -2.52131e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 154190 members 
Entering Unmasked Estep 
Score: -25215128.000000 Penalty: 5999.325684
	Iteration 47Q: 3 clusters Score -2.521513e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 156989 members 
Entering Unmasked Estep 
Score: -25217334.000000 Penalty: 5999.325684
	Iteration 48Q: 3 clusters Score -2.521733e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 159440 members 
Entering Unmasked Estep 
Score: -25218884.000000 Penalty: 5999.325684
	Iteration 49Q: 3 clusters Score -2.521888e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 161719 members 
Entering Unmasked Estep 
Score: -25219862.000000 Penalty: 5999.325684
	Iteration 50Q: 3 clusters Score -2.521986e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 163785 members 
Entering Unmasked Estep 
Score: -25220782.000000 Penalty: 5999.325684
	Iteration 51Q: 3 clusters Score -2.522078e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 165684 members 
Entering Unmasked Estep 
Score: -25221298.000000 Penalty: 5999.325684
	Iteration 52Q: 3 clusters Score -2.52213e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 167468 members 
Entering Unmasked Estep 
Score: -25221862.000000 Penalty: 5999.325684
	Iteration 53Q: 3 clusters Score -2.522186e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 169100 members 
Entering Unmasked Estep 
Score: -25222236.000000 Penalty: 5999.325684
	Iteration 54Q: 3 clusters Score -2.522224e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 170543 members 
Entering Unmasked Estep 
Score: -25222424.000000 Penalty: 5999.325684
	Iteration 55Q: 3 clusters Score -2.522242e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 171854 members 
Entering Unmasked Estep 
Score: -25222404.000000 Penalty: 5999.325684
	Iteration 56Q: 3 clusters Score -2.52224e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 172976 members 
Entering Unmasked Estep 
Score: -25222138.000000 Penalty: 5999.325684
	Iteration 57Q: 3 clusters Score -2.522214e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 173850 members 
Entering Unmasked Estep 
Score: -25222034.000000 Penalty: 5999.325684
	Iteration 58Q: 3 clusters Score -2.522203e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 174538 members 
Entering Unmasked Estep 
Score: -25221812.000000 Penalty: 5999.325684
	Iteration 59Q: 3 clusters Score -2.522181e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 175107 members 
Entering Unmasked Estep 
Score: -25221982.000000 Penalty: 5999.325684
	Iteration 60F: 3 clusters Score -2.522198e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 175745 members 
Entering Unmasked Estep 
Score: -25221664.000000 Penalty: 5999.325684
	Iteration 61Q: 3 clusters Score -2.522166e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 176180 members 
Entering Unmasked Estep 
Score: -25221498.000000 Penalty: 5999.325684
	Iteration 62Q: 3 clusters Score -2.52215e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 176510 members 
Entering Unmasked Estep 
Score: -25221392.000000 Penalty: 5999.325684
	Iteration 63Q: 3 clusters Score -2.522139e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 176750 members 
Entering Unmasked Estep 
Score: -25221322.000000 Penalty: 5999.325684
	Iteration 64Q: 3 clusters Score -2.522132e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 176923 members 
Entering Unmasked Estep 
Score: -25221186.000000 Penalty: 5999.325684
	Iteration 65Q: 3 clusters Score -2.522119e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 177055 members 
Entering Unmasked Estep 
Score: -25221082.000000 Penalty: 5999.325684
	Iteration 66Q: 3 clusters Score -2.522108e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 177156 members 
Entering Unmasked Estep 
Score: -25221036.000000 Penalty: 5999.325684
	Iteration 67Q: 3 clusters Score -2.522104e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 177222 members 
Entering Unmasked Estep 
Score: -25220960.000000 Penalty: 5999.325684
	Iteration 68Q: 3 clusters Score -2.522096e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 177270 members 
Entering Unmasked Estep 
Score: -25220940.000000 Penalty: 5999.325684
	Iteration 69Q: 3 clusters Score -2.522094e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 177310 members 
Entering Unmasked Estep 
Score: -25220896.000000 Penalty: 5999.325684
	Iteration 70Q: 3 clusters Score -2.52209e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 177334 members 
Entering Unmasked Estep 
Score: -25220878.000000 Penalty: 5999.325684
	Iteration 71Q: 3 clusters Score -2.522088e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 177348 members 
Entering Unmasked Estep 
Score: -25220850.000000 Penalty: 5999.325684
	Iteration 72Q: 3 clusters Score -2.522085e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 177360 members 
Entering Unmasked Estep 
Score: -25220858.000000 Penalty: 5999.325684
	Iteration 73Q: 3 clusters Score -2.522086e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 177374 members 
Entering Unmasked Estep 
Score: -25220862.000000 Penalty: 5999.325684
	Iteration 74Q: 3 clusters Score -2.522086e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 177387 members 
Entering Unmasked Estep 
Score: -25220818.000000 Penalty: 5999.325684
	Iteration 75Q: 3 clusters Score -2.522082e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 177400 members 
Entering Unmasked Estep 
Score: -25220788.000000 Penalty: 5999.325684
	Iteration 76Q: 3 clusters Score -2.522079e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 177413 members 
Entering Unmasked Estep 
Score: -25220778.000000 Penalty: 5999.325684
	Iteration 77Q: 3 clusters Score -2.522078e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 177422 members 
Entering Unmasked Estep 
Score: -25220780.000000 Penalty: 5999.325684
	Iteration 78Q: 3 clusters Score -2.522078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 177425 members 
Entering Unmasked Estep 
Score: -25220774.000000 Penalty: 5999.325684
	Iteration 79Q: 3 clusters Score -2.522077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 177426 members 
Entering Unmasked Estep 
Score: -25220778.000000 Penalty: 5999.325684
	Iteration 80F: 3 clusters Score -2.522078e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 1369 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 149120 members 
Mstep: Class 5 contains 805 members 
Mstep: Class 6 contains 3810 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 13288 members 
Mstep: Class 9 contains 120555 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 16970 members 
Mstep: Class 12 contains 15906 members 
Mstep: Class 13 contains 21048 members 
Mstep: Class 14 contains 490 members 
Mstep: Class 15 contains 1623 members 
Mstep: Class 16 contains 17241 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 66211 members 
Mstep: Class 19 contains 8900 members 
Mstep: Class 20 contains 130951 members 
Mstep: Class 21 contains 18017 members 
Mstep: Class 22 contains 156135 members 
Mstep: Class 23 contains 177426 members 
Entering Unmasked Estep 
Score: -132677344.000000 Penalty: 78577.234375
Splitting cluster 15 changes total score from -132673624.000000 to -132677344.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 16 (17241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Entering Unmasked Estep 
Score: -2434292.500000 Penalty: 2419.251465
	Iteration 0F: 2 clusters Score -2434292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -2422009.250000 Penalty: 4838.502930
	Iteration 0F: 3 clusters Score -2422009 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2426020.750000 Penalty: 4838.502930
	Iteration 1F: 3 clusters Score -2426021 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -2426386.500000 Penalty: 4838.502930
	Iteration 2F: 3 clusters Score -2426386 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2426664.000000 Penalty: 4838.502930
	Iteration 3Q: 3 clusters Score -2426664 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2426882.000000 Penalty: 4838.502930
	Iteration 4Q: 3 clusters Score -2426882 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2427037.250000 Penalty: 4838.502930
	Iteration 5Q: 3 clusters Score -2427037 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2427183.750000 Penalty: 4838.502930
	Iteration 6Q: 3 clusters Score -2427184 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -2427308.000000 Penalty: 4838.502930
	Iteration 7Q: 3 clusters Score -2427308 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2427430.750000 Penalty: 4838.502930
	Iteration 8Q: 3 clusters Score -2427431 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -2427559.750000 Penalty: 4838.502930
	Iteration 9Q: 3 clusters Score -2427560 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2427691.750000 Penalty: 4838.502930
	Iteration 10Q: 3 clusters Score -2427692 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2427843.250000 Penalty: 4838.502930
	Iteration 11Q: 3 clusters Score -2427843 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -2427998.500000 Penalty: 4838.502930
	Iteration 12Q: 3 clusters Score -2427998 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -2428178.250000 Penalty: 4838.502930
	Iteration 13Q: 3 clusters Score -2428178 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2428365.750000 Penalty: 4838.502930
	Iteration 14Q: 3 clusters Score -2428366 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -2428607.500000 Penalty: 4838.502930
	Iteration 15Q: 3 clusters Score -2428608 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -2428873.250000 Penalty: 4838.502930
	Iteration 16Q: 3 clusters Score -2428873 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -2429169.000000 Penalty: 4838.502930
	Iteration 17Q: 3 clusters Score -2429169 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -2429459.500000 Penalty: 4838.502930
	Iteration 18Q: 3 clusters Score -2429460 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -2429744.250000 Penalty: 4838.502930
	Iteration 19Q: 3 clusters Score -2429744 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -2429985.750000 Penalty: 4838.502930
	Iteration 20F: 3 clusters Score -2429986 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2430173.250000 Penalty: 4838.502930
	Iteration 21Q: 3 clusters Score -2430173 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -2430357.500000 Penalty: 4838.502930
	Iteration 22Q: 3 clusters Score -2430358 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -2430532.000000 Penalty: 4838.502930
	Iteration 23Q: 3 clusters Score -2430532 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2430685.000000 Penalty: 4838.502930
	Iteration 24Q: 3 clusters Score -2430685 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2430815.000000 Penalty: 4838.502930
	Iteration 25Q: 3 clusters Score -2430815 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2430944.250000 Penalty: 4838.502930
	Iteration 26Q: 3 clusters Score -2430944 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2431067.250000 Penalty: 4838.502930
	Iteration 27Q: 3 clusters Score -2431067 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2431183.750000 Penalty: 4838.502930
	Iteration 28Q: 3 clusters Score -2431184 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2431306.000000 Penalty: 4838.502930
	Iteration 29Q: 3 clusters Score -2431306 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2431405.500000 Penalty: 4838.502930
	Iteration 30Q: 3 clusters Score -2431406 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2431522.000000 Penalty: 4838.502930
	Iteration 31Q: 3 clusters Score -2431522 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2431628.250000 Penalty: 4838.502930
	Iteration 32Q: 3 clusters Score -2431628 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2431716.250000 Penalty: 4838.502930
	Iteration 33Q: 3 clusters Score -2431716 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2431802.750000 Penalty: 4838.502930
	Iteration 34Q: 3 clusters Score -2431803 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2431869.000000 Penalty: 4838.502930
	Iteration 35Q: 3 clusters Score -2431869 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2431932.500000 Penalty: 4838.502930
	Iteration 36Q: 3 clusters Score -2431932 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2431992.000000 Penalty: 4838.502930
	Iteration 37Q: 3 clusters Score -2431992 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2432026.750000 Penalty: 4838.502930
	Iteration 38Q: 3 clusters Score -2432027 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2432066.750000 Penalty: 4838.502930
	Iteration 39Q: 3 clusters Score -2432067 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2432087.750000 Penalty: 4838.502930
	Iteration 40F: 3 clusters Score -2432088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2432112.000000 Penalty: 4838.502930
	Iteration 41Q: 3 clusters Score -2432112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2432130.000000 Penalty: 4838.502930
	Iteration 42Q: 3 clusters Score -2432130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2432148.250000 Penalty: 4838.502930
	Iteration 43Q: 3 clusters Score -2432148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2432161.750000 Penalty: 4838.502930
	Iteration 44Q: 3 clusters Score -2432162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2432167.000000 Penalty: 4838.502930
	Iteration 45Q: 3 clusters Score -2432167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2432166.750000 Penalty: 4838.502930
	Iteration 46Q: 3 clusters Score -2432167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2432176.000000 Penalty: 4838.502930
	Iteration 47Q: 3 clusters Score -2432176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2432176.000000 Penalty: 4838.502930
	Iteration 48F: 3 clusters Score -2432176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (66211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66211 members 
Entering Unmasked Estep 
Score: -9322023.000000 Penalty: 2752.949219
	Iteration 0F: 2 clusters Score -9322023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -9277705.000000 Penalty: 5505.898438
	Iteration 0F: 3 clusters Score -9277705 nChanged 30725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -9295047.000000 Penalty: 5505.898438
	Iteration 1F: 3 clusters Score -9295047 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -9295595.000000 Penalty: 5505.898438
	Iteration 2Q: 3 clusters Score -9295595 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 29690 members 
Entering Unmasked Estep 
Score: -9296230.000000 Penalty: 5505.898438
	Iteration 3Q: 3 clusters Score -9296230 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -9297016.000000 Penalty: 5505.898438
	Iteration 4Q: 3 clusters Score -9297016 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -9298290.000000 Penalty: 5505.898438
	Iteration 5Q: 3 clusters Score -9298290 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44144 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -9300244.000000 Penalty: 5505.898438
	Iteration 6F: 3 clusters Score -9300244 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48673 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -9303513.000000 Penalty: 5505.898438
	Iteration 7F: 3 clusters Score -9303513 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54046 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -9308097.000000 Penalty: 5505.898438
	Iteration 8F: 3 clusters Score -9308097 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59336 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -9313214.000000 Penalty: 5505.898438
	Iteration 9F: 3 clusters Score -9313214 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63109 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -9316851.000000 Penalty: 5505.898438
	Iteration 10F: 3 clusters Score -9316851 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64958 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -9318663.000000 Penalty: 5505.898438
	Iteration 11Q: 3 clusters Score -9318663 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65569 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -9319261.000000 Penalty: 5505.898438
	Iteration 12Q: 3 clusters Score -9319261 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65765 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -9319452.000000 Penalty: 5505.898438
	Iteration 13Q: 3 clusters Score -9319452 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65835 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -9319543.000000 Penalty: 5505.898438
	Iteration 14Q: 3 clusters Score -9319543 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65863 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -9319583.000000 Penalty: 5505.898438
	Iteration 15Q: 3 clusters Score -9319583 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65881 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -9319628.000000 Penalty: 5505.898438
	Iteration 16Q: 3 clusters Score -9319628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65897 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -9319643.000000 Penalty: 5505.898438
	Iteration 17Q: 3 clusters Score -9319643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65903 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -9319660.000000 Penalty: 5505.898438
	Iteration 18Q: 3 clusters Score -9319660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65908 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -9319685.000000 Penalty: 5505.898438
	Iteration 19Q: 3 clusters Score -9319685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65911 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -9319678.000000 Penalty: 5505.898438
	Iteration 20F: 3 clusters Score -9319678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65915 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -9319684.000000 Penalty: 5505.898438
	Iteration 21Q: 3 clusters Score -9319684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65915 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -9319693.000000 Penalty: 5505.898438
	Iteration 22Q: 3 clusters Score -9319693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65914 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -9319692.000000 Penalty: 5505.898438
	Iteration 23Q: 3 clusters Score -9319692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65914 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -9319692.000000 Penalty: 5505.898438
	Iteration 24F: 3 clusters Score -9319692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Entering Unmasked Estep 
Score: -1204826.000000 Penalty: 2255.263916
	Iteration 0F: 2 clusters Score -1204826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1197828.875000 Penalty: 4510.527832
	Iteration 0F: 3 clusters Score -1197829 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1199848.000000 Penalty: 4510.527832
	Iteration 1F: 3 clusters Score -1199848 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1200191.750000 Penalty: 4510.527832
	Iteration 2F: 3 clusters Score -1200192 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1200477.875000 Penalty: 4510.527832
	Iteration 3F: 3 clusters Score -1200478 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1200797.125000 Penalty: 4510.527832
	Iteration 4F: 3 clusters Score -1200797 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1201188.625000 Penalty: 4510.527832
	Iteration 5F: 3 clusters Score -1201189 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1201647.125000 Penalty: 4510.527832
	Iteration 6F: 3 clusters Score -1201647 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1202092.000000 Penalty: 4510.527832
	Iteration 7F: 3 clusters Score -1202092 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1202471.125000 Penalty: 4510.527832
	Iteration 8F: 3 clusters Score -1202471 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1202760.625000 Penalty: 4510.527832
	Iteration 9Q: 3 clusters Score -1202761 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1202970.250000 Penalty: 4510.527832
	Iteration 10Q: 3 clusters Score -1202970 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1203108.500000 Penalty: 4510.527832
	Iteration 11Q: 3 clusters Score -1203108 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1203237.625000 Penalty: 4510.527832
	Iteration 12Q: 3 clusters Score -1203238 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1203345.625000 Penalty: 4510.527832
	Iteration 13Q: 3 clusters Score -1203346 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1203430.125000 Penalty: 4510.527832
	Iteration 14Q: 3 clusters Score -1203430 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1203504.125000 Penalty: 4510.527832
	Iteration 15Q: 3 clusters Score -1203504 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1203567.375000 Penalty: 4510.527832
	Iteration 16Q: 3 clusters Score -1203567 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1203625.750000 Penalty: 4510.527832
	Iteration 17Q: 3 clusters Score -1203626 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1203663.625000 Penalty: 4510.527832
	Iteration 18Q: 3 clusters Score -1203664 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1203715.750000 Penalty: 4510.527832
	Iteration 19Q: 3 clusters Score -1203716 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1203754.750000 Penalty: 4510.527832
	Iteration 20F: 3 clusters Score -1203755 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1203799.750000 Penalty: 4510.527832
	Iteration 21Q: 3 clusters Score -1203800 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1203854.125000 Penalty: 4510.527832
	Iteration 22Q: 3 clusters Score -1203854 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1203963.625000 Penalty: 4510.527832
	Iteration 23Q: 3 clusters Score -1203964 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1204142.125000 Penalty: 4510.527832
	Iteration 24Q: 3 clusters Score -1204142 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1204293.250000 Penalty: 4510.527832
	Iteration 25Q: 3 clusters Score -1204293 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1204375.625000 Penalty: 4510.527832
	Iteration 26Q: 3 clusters Score -1204376 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1204416.625000 Penalty: 4510.527832
	Iteration 27Q: 3 clusters Score -1204417 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1204431.375000 Penalty: 4510.527832
	Iteration 28Q: 3 clusters Score -1204431 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1204439.500000 Penalty: 4510.527832
	Iteration 29Q: 3 clusters Score -1204440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1204446.625000 Penalty: 4510.527832
	Iteration 30Q: 3 clusters Score -1204447 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1204453.375000 Penalty: 4510.527832
	Iteration 31Q: 3 clusters Score -1204453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1204457.375000 Penalty: 4510.527832
	Iteration 32Q: 3 clusters Score -1204457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1204456.625000 Penalty: 4510.527832
	Iteration 33Q: 3 clusters Score -1204457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1204458.250000 Penalty: 4510.527832
	Iteration 34Q: 3 clusters Score -1204458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1204457.375000 Penalty: 4510.527832
	Iteration 35Q: 3 clusters Score -1204457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1204458.625000 Penalty: 4510.527832
	Iteration 36Q: 3 clusters Score -1204459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1204458.625000 Penalty: 4510.527832
	Iteration 37F: 3 clusters Score -1204459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (130951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130951 members 
Entering Unmasked Estep 
Score: -18536914.000000 Penalty: 2922.079346
	Iteration 0F: 2 clusters Score -1.853691e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65459 members 
Mstep: Class 2 contains 65492 members 
Entering Unmasked Estep 
Score: -18454506.000000 Penalty: 5844.158691
	Iteration 0F: 3 clusters Score -1.845451e+07 nChanged 62253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65068 members 
Mstep: Class 2 contains 65883 members 
Entering Unmasked Estep 
Score: -18490568.000000 Penalty: 5844.158691
	Iteration 1F: 3 clusters Score -1.849057e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64457 members 
Mstep: Class 2 contains 66494 members 
Entering Unmasked Estep 
Score: -18491668.000000 Penalty: 5844.158691
	Iteration 2Q: 3 clusters Score -1.849167e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63399 members 
Mstep: Class 2 contains 67552 members 
Entering Unmasked Estep 
Score: -18492896.000000 Penalty: 5844.158691
	Iteration 3Q: 3 clusters Score -1.84929e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61374 members 
Mstep: Class 2 contains 69577 members 
Entering Unmasked Estep 
Score: -18494552.000000 Penalty: 5844.158691
	Iteration 4Q: 3 clusters Score -1.849455e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58140 members 
Mstep: Class 2 contains 72811 members 
Entering Unmasked Estep 
Score: -18496666.000000 Penalty: 5844.158691
	Iteration 5Q: 3 clusters Score -1.849667e+07 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53305 members 
Mstep: Class 2 contains 77646 members 
Entering Unmasked Estep 
Score: -18500160.000000 Penalty: 5844.158691
	Iteration 6F: 3 clusters Score -1.850016e+07 nChanged 8334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46667 members 
Mstep: Class 2 contains 84284 members 
Entering Unmasked Estep 
Score: -18505776.000000 Penalty: 5844.158691
	Iteration 7F: 3 clusters Score -1.850578e+07 nChanged 9408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 92378 members 
Entering Unmasked Estep 
Score: -18513594.000000 Penalty: 5844.158691
	Iteration 8F: 3 clusters Score -1.851359e+07 nChanged 8936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 100060 members 
Entering Unmasked Estep 
Score: -18521544.000000 Penalty: 5844.158691
	Iteration 9F: 3 clusters Score -1.852154e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 105509 members 
Entering Unmasked Estep 
Score: -18526424.000000 Penalty: 5844.158691
	Iteration 10F: 3 clusters Score -1.852642e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 109236 members 
Entering Unmasked Estep 
Score: -18528566.000000 Penalty: 5844.158691
	Iteration 11Q: 3 clusters Score -1.852857e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 112274 members 
Entering Unmasked Estep 
Score: -18529914.000000 Penalty: 5844.158691
	Iteration 12Q: 3 clusters Score -1.852991e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 114902 members 
Entering Unmasked Estep 
Score: -18530936.000000 Penalty: 5844.158691
	Iteration 13Q: 3 clusters Score -1.853094e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 117270 members 
Entering Unmasked Estep 
Score: -18531732.000000 Penalty: 5844.158691
	Iteration 14Q: 3 clusters Score -1.853173e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 119365 members 
Entering Unmasked Estep 
Score: -18532556.000000 Penalty: 5844.158691
	Iteration 15Q: 3 clusters Score -1.853256e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 121223 members 
Entering Unmasked Estep 
Score: -18533258.000000 Penalty: 5844.158691
	Iteration 16Q: 3 clusters Score -1.853326e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 122825 members 
Entering Unmasked Estep 
Score: -18533928.000000 Penalty: 5844.158691
	Iteration 17Q: 3 clusters Score -1.853393e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 124182 members 
Entering Unmasked Estep 
Score: -18534524.000000 Penalty: 5844.158691
	Iteration 18Q: 3 clusters Score -1.853452e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 125284 members 
Entering Unmasked Estep 
Score: -18534890.000000 Penalty: 5844.158691
	Iteration 19Q: 3 clusters Score -1.853489e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 126126 members 
Entering Unmasked Estep 
Score: -18535162.000000 Penalty: 5844.158691
	Iteration 20F: 3 clusters Score -1.853516e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 126790 members 
Entering Unmasked Estep 
Score: -18535378.000000 Penalty: 5844.158691
	Iteration 21Q: 3 clusters Score -1.853538e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 127315 members 
Entering Unmasked Estep 
Score: -18535572.000000 Penalty: 5844.158691
	Iteration 22Q: 3 clusters Score -1.853557e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 127752 members 
Entering Unmasked Estep 
Score: -18535698.000000 Penalty: 5844.158691
	Iteration 23Q: 3 clusters Score -1.85357e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 128071 members 
Entering Unmasked Estep 
Score: -18535762.000000 Penalty: 5844.158691
	Iteration 24Q: 3 clusters Score -1.853576e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 128322 members 
Entering Unmasked Estep 
Score: -18535800.000000 Penalty: 5844.158691
	Iteration 25Q: 3 clusters Score -1.85358e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 128503 members 
Entering Unmasked Estep 
Score: -18535854.000000 Penalty: 5844.158691
	Iteration 26Q: 3 clusters Score -1.853585e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 128651 members 
Entering Unmasked Estep 
Score: -18535864.000000 Penalty: 5844.158691
	Iteration 27Q: 3 clusters Score -1.853586e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 128759 members 
Entering Unmasked Estep 
Score: -18535900.000000 Penalty: 5844.158691
	Iteration 28Q: 3 clusters Score -1.85359e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 128838 members 
Entering Unmasked Estep 
Score: -18535910.000000 Penalty: 5844.158691
	Iteration 29Q: 3 clusters Score -1.853591e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 128898 members 
Entering Unmasked Estep 
Score: -18535882.000000 Penalty: 5844.158691
	Iteration 30Q: 3 clusters Score -1.853588e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 128945 members 
Entering Unmasked Estep 
Score: -18535912.000000 Penalty: 5844.158691
	Iteration 31Q: 3 clusters Score -1.853591e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 128988 members 
Entering Unmasked Estep 
Score: -18535898.000000 Penalty: 5844.158691
	Iteration 32Q: 3 clusters Score -1.85359e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 129016 members 
Entering Unmasked Estep 
Score: -18535930.000000 Penalty: 5844.158691
	Iteration 33Q: 3 clusters Score -1.853593e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 129035 members 
Entering Unmasked Estep 
Score: -18535940.000000 Penalty: 5844.158691
	Iteration 34Q: 3 clusters Score -1.853594e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 129053 members 
Entering Unmasked Estep 
Score: -18535932.000000 Penalty: 5844.158691
	Iteration 35Q: 3 clusters Score -1.853593e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 129063 members 
Entering Unmasked Estep 
Score: -18535928.000000 Penalty: 5844.158691
	Iteration 36Q: 3 clusters Score -1.853593e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 129072 members 
Entering Unmasked Estep 
Score: -18535924.000000 Penalty: 5844.158691
	Iteration 37Q: 3 clusters Score -1.853592e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 129085 members 
Entering Unmasked Estep 
Score: -18535924.000000 Penalty: 5844.158691
	Iteration 38Q: 3 clusters Score -1.853592e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 129093 members 
Entering Unmasked Estep 
Score: -18535922.000000 Penalty: 5844.158691
	Iteration 39Q: 3 clusters Score -1.853592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 129097 members 
Entering Unmasked Estep 
Score: -18535924.000000 Penalty: 5844.158691
	Iteration 40F: 3 clusters Score -1.853592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 129102 members 
Entering Unmasked Estep 
Score: -18535914.000000 Penalty: 5844.158691
	Iteration 41Q: 3 clusters Score -1.853591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 129104 members 
Entering Unmasked Estep 
Score: -18535912.000000 Penalty: 5844.158691
	Iteration 42Q: 3 clusters Score -1.853591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 129107 members 
Entering Unmasked Estep 
Score: -18535918.000000 Penalty: 5844.158691
	Iteration 43Q: 3 clusters Score -1.853592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 129111 members 
Entering Unmasked Estep 
Score: -18535932.000000 Penalty: 5844.158691
	Iteration 44Q: 3 clusters Score -1.853593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 129115 members 
Entering Unmasked Estep 
Score: -18535926.000000 Penalty: 5844.158691
	Iteration 45Q: 3 clusters Score -1.853593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 129120 members 
Entering Unmasked Estep 
Score: -18535922.000000 Penalty: 5844.158691
	Iteration 46Q: 3 clusters Score -1.853592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 129121 members 
Entering Unmasked Estep 
Score: -18535920.000000 Penalty: 5844.158691
	Iteration 47Q: 3 clusters Score -1.853592e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 129121 members 
Entering Unmasked Estep 
Score: -18535920.000000 Penalty: 5844.158691
	Iteration 48F: 3 clusters Score -1.853592e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Entering Unmasked Estep 
Score: -2563287.500000 Penalty: 2430.169678
	Iteration 0F: 2 clusters Score -2563288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -2550319.000000 Penalty: 4860.339355
	Iteration 0F: 3 clusters Score -2550319 nChanged 8009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -2554742.500000 Penalty: 4860.339355
	Iteration 1F: 3 clusters Score -2554742 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -2555088.250000 Penalty: 4860.339355
	Iteration 2F: 3 clusters Score -2555088 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2555375.500000 Penalty: 4860.339355
	Iteration 3Q: 3 clusters Score -2555376 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2555612.000000 Penalty: 4860.339355
	Iteration 4Q: 3 clusters Score -2555612 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2555800.000000 Penalty: 4860.339355
	Iteration 5Q: 3 clusters Score -2555800 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2555955.500000 Penalty: 4860.339355
	Iteration 6Q: 3 clusters Score -2555956 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -2556150.500000 Penalty: 4860.339355
	Iteration 7Q: 3 clusters Score -2556150 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2556363.000000 Penalty: 4860.339355
	Iteration 8Q: 3 clusters Score -2556363 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -2556599.250000 Penalty: 4860.339355
	Iteration 9Q: 3 clusters Score -2556599 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -2556870.500000 Penalty: 4860.339355
	Iteration 10Q: 3 clusters Score -2556870 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -2557233.500000 Penalty: 4860.339355
	Iteration 11Q: 3 clusters Score -2557234 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -2557733.500000 Penalty: 4860.339355
	Iteration 12Q: 3 clusters Score -2557734 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -2558366.500000 Penalty: 4860.339355
	Iteration 13F: 3 clusters Score -2558366 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -2559053.750000 Penalty: 4860.339355
	Iteration 14F: 3 clusters Score -2559054 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -2559773.000000 Penalty: 4860.339355
	Iteration 15Q: 3 clusters Score -2559773 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -2560356.750000 Penalty: 4860.339355
	Iteration 16Q: 3 clusters Score -2560357 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -2560818.000000 Penalty: 4860.339355
	Iteration 17Q: 3 clusters Score -2560818 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -2561166.750000 Penalty: 4860.339355
	Iteration 18Q: 3 clusters Score -2561167 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -2561373.000000 Penalty: 4860.339355
	Iteration 19Q: 3 clusters Score -2561373 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -2561462.000000 Penalty: 4860.339355
	Iteration 20F: 3 clusters Score -2561462 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -2561539.000000 Penalty: 4860.339355
	Iteration 21Q: 3 clusters Score -2561539 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -2561604.750000 Penalty: 4860.339355
	Iteration 22Q: 3 clusters Score -2561605 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -2561643.750000 Penalty: 4860.339355
	Iteration 23Q: 3 clusters Score -2561644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -2561655.500000 Penalty: 4860.339355
	Iteration 24Q: 3 clusters Score -2561656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -2561666.750000 Penalty: 4860.339355
	Iteration 25Q: 3 clusters Score -2561667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -2561676.750000 Penalty: 4860.339355
	Iteration 26Q: 3 clusters Score -2561677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -2561686.750000 Penalty: 4860.339355
	Iteration 27Q: 3 clusters Score -2561687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -2561693.000000 Penalty: 4860.339355
	Iteration 28Q: 3 clusters Score -2561693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -2561695.750000 Penalty: 4860.339355
	Iteration 29Q: 3 clusters Score -2561696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -2561702.000000 Penalty: 4860.339355
	Iteration 30Q: 3 clusters Score -2561702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -2561709.000000 Penalty: 4860.339355
	Iteration 31Q: 3 clusters Score -2561709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -2561716.500000 Penalty: 4860.339355
	Iteration 32Q: 3 clusters Score -2561716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -2561722.250000 Penalty: 4860.339355
	Iteration 33Q: 3 clusters Score -2561722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -2561726.750000 Penalty: 4860.339355
	Iteration 34Q: 3 clusters Score -2561727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -2561732.500000 Penalty: 4860.339355
	Iteration 35Q: 3 clusters Score -2561732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2561734.250000 Penalty: 4860.339355
	Iteration 36Q: 3 clusters Score -2561734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -2561740.250000 Penalty: 4860.339355
	Iteration 37Q: 3 clusters Score -2561740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -2561743.750000 Penalty: 4860.339355
	Iteration 38Q: 3 clusters Score -2561744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -2561743.750000 Penalty: 4860.339355
	Iteration 39Q: 3 clusters Score -2561744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -2561745.250000 Penalty: 4860.339355
	Iteration 40F: 3 clusters Score -2561745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -2561746.500000 Penalty: 4860.339355
	Iteration 41Q: 3 clusters Score -2561746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2561748.500000 Penalty: 4860.339355
	Iteration 42Q: 3 clusters Score -2561748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -2561747.500000 Penalty: 4860.339355
	Iteration 43Q: 3 clusters Score -2561748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -2561748.750000 Penalty: 4860.339355
	Iteration 44Q: 3 clusters Score -2561749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -2561748.500000 Penalty: 4860.339355
	Iteration 45Q: 3 clusters Score -2561748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -2561748.500000 Penalty: 4860.339355
	Iteration 46F: 3 clusters Score -2561748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (156135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156135 members 
Entering Unmasked Estep 
Score: -21706894.000000 Penalty: 2965.702148
	Iteration 0F: 2 clusters Score -2.170689e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78147 members 
Mstep: Class 2 contains 77988 members 
Entering Unmasked Estep 
Score: -21603436.000000 Penalty: 5931.404297
	Iteration 0F: 3 clusters Score -2.160344e+07 nChanged 74832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79417 members 
Mstep: Class 2 contains 76718 members 
Entering Unmasked Estep 
Score: -21647092.000000 Penalty: 5931.404297
	Iteration 1F: 3 clusters Score -2.164709e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80317 members 
Mstep: Class 2 contains 75818 members 
Entering Unmasked Estep 
Score: -21648168.000000 Penalty: 5931.404297
	Iteration 2Q: 3 clusters Score -2.164817e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81830 members 
Mstep: Class 2 contains 74305 members 
Entering Unmasked Estep 
Score: -21649648.000000 Penalty: 5931.404297
	Iteration 3Q: 3 clusters Score -2.164965e+07 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84226 members 
Mstep: Class 2 contains 71909 members 
Entering Unmasked Estep 
Score: -21651850.000000 Penalty: 5931.404297
	Iteration 4Q: 3 clusters Score -2.165185e+07 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87866 members 
Mstep: Class 2 contains 68269 members 
Entering Unmasked Estep 
Score: -21655242.000000 Penalty: 5931.404297
	Iteration 5Q: 3 clusters Score -2.165524e+07 nChanged 9206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93262 members 
Mstep: Class 2 contains 62873 members 
Entering Unmasked Estep 
Score: -21660144.000000 Penalty: 5931.404297
	Iteration 6F: 3 clusters Score -2.166014e+07 nChanged 10531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100323 members 
Mstep: Class 2 contains 55812 members 
Entering Unmasked Estep 
Score: -21666564.000000 Penalty: 5931.404297
	Iteration 7F: 3 clusters Score -2.166656e+07 nChanged 10761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108330 members 
Mstep: Class 2 contains 47805 members 
Entering Unmasked Estep 
Score: -21673268.000000 Penalty: 5931.404297
	Iteration 8F: 3 clusters Score -2.167327e+07 nChanged 9510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116074 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -21679548.000000 Penalty: 5931.404297
	Iteration 9F: 3 clusters Score -2.167955e+07 nChanged 7672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122774 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -21685048.000000 Penalty: 5931.404297
	Iteration 10Q: 3 clusters Score -2.168505e+07 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128337 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -21690098.000000 Penalty: 5931.404297
	Iteration 11Q: 3 clusters Score -2.16901e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132504 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -21694262.000000 Penalty: 5931.404297
	Iteration 12Q: 3 clusters Score -2.169426e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135556 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -21697150.000000 Penalty: 5931.404297
	Iteration 13Q: 3 clusters Score -2.169715e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137952 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -21699086.000000 Penalty: 5931.404297
	Iteration 14Q: 3 clusters Score -2.169909e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139982 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -21700372.000000 Penalty: 5931.404297
	Iteration 15Q: 3 clusters Score -2.170037e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141719 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -21701382.000000 Penalty: 5931.404297
	Iteration 16Q: 3 clusters Score -2.170138e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143195 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -21702170.000000 Penalty: 5931.404297
	Iteration 17Q: 3 clusters Score -2.170217e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144412 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -21702690.000000 Penalty: 5931.404297
	Iteration 18Q: 3 clusters Score -2.170269e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145487 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -21703082.000000 Penalty: 5931.404297
	Iteration 19Q: 3 clusters Score -2.170308e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146382 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -21703448.000000 Penalty: 5931.404297
	Iteration 20F: 3 clusters Score -2.170345e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147110 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -21703744.000000 Penalty: 5931.404297
	Iteration 21Q: 3 clusters Score -2.170374e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147732 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -21703938.000000 Penalty: 5931.404297
	Iteration 22Q: 3 clusters Score -2.170394e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148272 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -21704070.000000 Penalty: 5931.404297
	Iteration 23Q: 3 clusters Score -2.170407e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148731 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -21704186.000000 Penalty: 5931.404297
	Iteration 24Q: 3 clusters Score -2.170419e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149122 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -21704250.000000 Penalty: 5931.404297
	Iteration 25Q: 3 clusters Score -2.170425e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149490 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -21704306.000000 Penalty: 5931.404297
	Iteration 26Q: 3 clusters Score -2.170431e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149827 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -21704394.000000 Penalty: 5931.404297
	Iteration 27Q: 3 clusters Score -2.170439e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150129 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -21704492.000000 Penalty: 5931.404297
	Iteration 28Q: 3 clusters Score -2.170449e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150425 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -21704598.000000 Penalty: 5931.404297
	Iteration 29Q: 3 clusters Score -2.17046e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150689 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -21704622.000000 Penalty: 5931.404297
	Iteration 30Q: 3 clusters Score -2.170462e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150932 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -21704682.000000 Penalty: 5931.404297
	Iteration 31Q: 3 clusters Score -2.170468e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151176 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -21704748.000000 Penalty: 5931.404297
	Iteration 32Q: 3 clusters Score -2.170475e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151387 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -21704814.000000 Penalty: 5931.404297
	Iteration 33Q: 3 clusters Score -2.170481e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151583 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -21704844.000000 Penalty: 5931.404297
	Iteration 34Q: 3 clusters Score -2.170484e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151780 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -21704876.000000 Penalty: 5931.404297
	Iteration 35Q: 3 clusters Score -2.170488e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151937 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -21704912.000000 Penalty: 5931.404297
	Iteration 36Q: 3 clusters Score -2.170491e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152086 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -21704984.000000 Penalty: 5931.404297
	Iteration 37Q: 3 clusters Score -2.170498e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152204 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -21704960.000000 Penalty: 5931.404297
	Iteration 38Q: 3 clusters Score -2.170496e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152300 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -21704988.000000 Penalty: 5931.404297
	Iteration 39Q: 3 clusters Score -2.170499e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152401 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -21704986.000000 Penalty: 5931.404297
	Iteration 40F: 3 clusters Score -2.170499e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152498 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -21704990.000000 Penalty: 5931.404297
	Iteration 41Q: 3 clusters Score -2.170499e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152596 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -21704998.000000 Penalty: 5931.404297
	Iteration 42Q: 3 clusters Score -2.1705e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152689 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -21704990.000000 Penalty: 5931.404297
	Iteration 43Q: 3 clusters Score -2.170499e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152779 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -21705014.000000 Penalty: 5931.404297
	Iteration 44Q: 3 clusters Score -2.170501e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152847 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -21705024.000000 Penalty: 5931.404297
	Iteration 45Q: 3 clusters Score -2.170502e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152904 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -21705030.000000 Penalty: 5931.404297
	Iteration 46Q: 3 clusters Score -2.170503e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152956 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -21705012.000000 Penalty: 5931.404297
	Iteration 47Q: 3 clusters Score -2.170501e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152992 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -21704996.000000 Penalty: 5931.404297
	Iteration 48Q: 3 clusters Score -2.1705e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153025 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -21705044.000000 Penalty: 5931.404297
	Iteration 49Q: 3 clusters Score -2.170504e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153055 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -21705052.000000 Penalty: 5931.404297
	Iteration 50Q: 3 clusters Score -2.170505e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153083 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -21705058.000000 Penalty: 5931.404297
	Iteration 51Q: 3 clusters Score -2.170506e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153109 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -21705062.000000 Penalty: 5931.404297
	Iteration 52Q: 3 clusters Score -2.170506e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153128 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -21705060.000000 Penalty: 5931.404297
	Iteration 53Q: 3 clusters Score -2.170506e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153149 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -21705056.000000 Penalty: 5931.404297
	Iteration 54Q: 3 clusters Score -2.170506e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153170 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -21705040.000000 Penalty: 5931.404297
	Iteration 55Q: 3 clusters Score -2.170504e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153189 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -21705046.000000 Penalty: 5931.404297
	Iteration 56Q: 3 clusters Score -2.170505e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153216 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -21705036.000000 Penalty: 5931.404297
	Iteration 57Q: 3 clusters Score -2.170504e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153250 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -21705048.000000 Penalty: 5931.404297
	Iteration 58Q: 3 clusters Score -2.170505e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153279 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -21705060.000000 Penalty: 5931.404297
	Iteration 59Q: 3 clusters Score -2.170506e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153311 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -21705026.000000 Penalty: 5931.404297
	Iteration 60F: 3 clusters Score -2.170503e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153333 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -21705058.000000 Penalty: 5931.404297
	Iteration 61Q: 3 clusters Score -2.170506e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153355 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -21705040.000000 Penalty: 5931.404297
	Iteration 62Q: 3 clusters Score -2.170504e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153374 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -21705036.000000 Penalty: 5931.404297
	Iteration 63Q: 3 clusters Score -2.170504e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153390 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -21705062.000000 Penalty: 5931.404297
	Iteration 64Q: 3 clusters Score -2.170506e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153407 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -21705076.000000 Penalty: 5931.404297
	Iteration 65Q: 3 clusters Score -2.170508e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153424 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -21705042.000000 Penalty: 5931.404297
	Iteration 66Q: 3 clusters Score -2.170504e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153439 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -21705024.000000 Penalty: 5931.404297
	Iteration 67Q: 3 clusters Score -2.170502e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153453 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -21705038.000000 Penalty: 5931.404297
	Iteration 68Q: 3 clusters Score -2.170504e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153466 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -21705044.000000 Penalty: 5931.404297
	Iteration 69Q: 3 clusters Score -2.170504e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153481 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -21705036.000000 Penalty: 5931.404297
	Iteration 70Q: 3 clusters Score -2.170504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153488 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -21705042.000000 Penalty: 5931.404297
	Iteration 71Q: 3 clusters Score -2.170504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153498 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -21705046.000000 Penalty: 5931.404297
	Iteration 72Q: 3 clusters Score -2.170505e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153511 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -21705050.000000 Penalty: 5931.404297
	Iteration 73Q: 3 clusters Score -2.170505e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153523 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -21705050.000000 Penalty: 5931.404297
	Iteration 74Q: 3 clusters Score -2.170505e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153533 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -21705062.000000 Penalty: 5931.404297
	Iteration 75Q: 3 clusters Score -2.170506e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153542 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -21705080.000000 Penalty: 5931.404297
	Iteration 76Q: 3 clusters Score -2.170508e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153556 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -21705076.000000 Penalty: 5931.404297
	Iteration 77Q: 3 clusters Score -2.170508e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153567 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -21705078.000000 Penalty: 5931.404297
	Iteration 78Q: 3 clusters Score -2.170508e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153575 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -21705060.000000 Penalty: 5931.404297
	Iteration 79Q: 3 clusters Score -2.170506e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153583 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -21705060.000000 Penalty: 5931.404297
	Iteration 80F: 3 clusters Score -2.170506e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153594 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -21705046.000000 Penalty: 5931.404297
	Iteration 81Q: 3 clusters Score -2.170505e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153606 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -21705058.000000 Penalty: 5931.404297
	Iteration 82Q: 3 clusters Score -2.170506e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153614 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -21705064.000000 Penalty: 5931.404297
	Iteration 83Q: 3 clusters Score -2.170506e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153623 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -21705072.000000 Penalty: 5931.404297
	Iteration 84Q: 3 clusters Score -2.170507e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153631 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -21705078.000000 Penalty: 5931.404297
	Iteration 85Q: 3 clusters Score -2.170508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153638 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -21705084.000000 Penalty: 5931.404297
	Iteration 86Q: 3 clusters Score -2.170508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153643 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -21705082.000000 Penalty: 5931.404297
	Iteration 87Q: 3 clusters Score -2.170508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153647 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -21705060.000000 Penalty: 5931.404297
	Iteration 88Q: 3 clusters Score -2.170506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153650 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -21705066.000000 Penalty: 5931.404297
	Iteration 89Q: 3 clusters Score -2.170507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153651 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -21705074.000000 Penalty: 5931.404297
	Iteration 90Q: 3 clusters Score -2.170507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153651 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -21705060.000000 Penalty: 5931.404297
	Iteration 91Q: 3 clusters Score -2.170506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153652 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -21705060.000000 Penalty: 5931.404297
	Iteration 92Q: 3 clusters Score -2.170506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153656 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -21705054.000000 Penalty: 5931.404297
	Iteration 93Q: 3 clusters Score -2.170505e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153661 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -21705064.000000 Penalty: 5931.404297
	Iteration 94Q: 3 clusters Score -2.170506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153666 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -21705064.000000 Penalty: 5931.404297
	Iteration 95Q: 3 clusters Score -2.170506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153670 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -21705076.000000 Penalty: 5931.404297
	Iteration 96Q: 3 clusters Score -2.170508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153674 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -21705066.000000 Penalty: 5931.404297
	Iteration 97Q: 3 clusters Score -2.170507e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153680 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -21705074.000000 Penalty: 5931.404297
	Iteration 98Q: 3 clusters Score -2.170507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153683 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -21705068.000000 Penalty: 5931.404297
	Iteration 99Q: 3 clusters Score -2.170507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153686 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -21705076.000000 Penalty: 5931.404297
	Iteration 100F: 3 clusters Score -2.170508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153688 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -21705076.000000 Penalty: 5931.404297
	Iteration 101Q: 3 clusters Score -2.170508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153690 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -21705070.000000 Penalty: 5931.404297
	Iteration 102Q: 3 clusters Score -2.170507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153691 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -21705076.000000 Penalty: 5931.404297
	Iteration 103Q: 3 clusters Score -2.170508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153694 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -21705080.000000 Penalty: 5931.404297
	Iteration 104Q: 3 clusters Score -2.170508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153699 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -21705086.000000 Penalty: 5931.404297
	Iteration 105Q: 3 clusters Score -2.170509e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153710 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -21705092.000000 Penalty: 5931.404297
	Iteration 106Q: 3 clusters Score -2.170509e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153715 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -21705102.000000 Penalty: 5931.404297
	Iteration 107Q: 3 clusters Score -2.17051e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153723 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -21705114.000000 Penalty: 5931.404297
	Iteration 108Q: 3 clusters Score -2.170511e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153730 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -21705096.000000 Penalty: 5931.404297
	Iteration 109Q: 3 clusters Score -2.17051e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153738 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -21705100.000000 Penalty: 5931.404297
	Iteration 110Q: 3 clusters Score -2.17051e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153748 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -21705088.000000 Penalty: 5931.404297
	Iteration 111Q: 3 clusters Score -2.170509e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153757 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -21705092.000000 Penalty: 5931.404297
	Iteration 112Q: 3 clusters Score -2.170509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153762 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -21705102.000000 Penalty: 5931.404297
	Iteration 113Q: 3 clusters Score -2.17051e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153767 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -21705100.000000 Penalty: 5931.404297
	Iteration 114Q: 3 clusters Score -2.17051e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153775 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -21705098.000000 Penalty: 5931.404297
	Iteration 115Q: 3 clusters Score -2.17051e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153782 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -21705096.000000 Penalty: 5931.404297
	Iteration 116Q: 3 clusters Score -2.17051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153784 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -21705080.000000 Penalty: 5931.404297
	Iteration 117Q: 3 clusters Score -2.170508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153785 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -21705082.000000 Penalty: 5931.404297
	Iteration 118Q: 3 clusters Score -2.170508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153788 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -21705078.000000 Penalty: 5931.404297
	Iteration 119Q: 3 clusters Score -2.170508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153789 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -21705084.000000 Penalty: 5931.404297
	Iteration 120F: 3 clusters Score -2.170508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153792 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -21705080.000000 Penalty: 5931.404297
	Iteration 121Q: 3 clusters Score -2.170508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153793 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -21705088.000000 Penalty: 5931.404297
	Iteration 122Q: 3 clusters Score -2.170509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153794 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -21705096.000000 Penalty: 5931.404297
	Iteration 123Q: 3 clusters Score -2.17051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153796 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -21705096.000000 Penalty: 5931.404297
	Iteration 124Q: 3 clusters Score -2.17051e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153800 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -21705076.000000 Penalty: 5931.404297
	Iteration 125Q: 3 clusters Score -2.170508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153801 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -21705078.000000 Penalty: 5931.404297
	Iteration 126Q: 3 clusters Score -2.170508e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153801 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -21705078.000000 Penalty: 5931.404297
	Iteration 127F: 3 clusters Score -2.170508e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 1369 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 149120 members 
Mstep: Class 5 contains 805 members 
Mstep: Class 6 contains 3810 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 13288 members 
Mstep: Class 9 contains 120555 members 
Mstep: Class 11 contains 16970 members 
Mstep: Class 12 contains 15906 members 
Mstep: Class 13 contains 21048 members 
Mstep: Class 15 contains 1623 members 
Mstep: Class 16 contains 17241 members 
Mstep: Class 18 contains 66211 members 
Mstep: Class 19 contains 8900 members 
Mstep: Class 20 contains 130951 members 
Mstep: Class 21 contains 18017 members 
Mstep: Class 22 contains 156135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132678448.000000 Penalty: 78577.234375
Iteration 79Q: 24 clusters Score -1.326784e+08 nChanged 9682
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 1379 members 
Mstep: Class 3 contains 767 members 
Mstep: Class 4 contains 147159 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3809 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 13431 members 
Mstep: Class 9 contains 118398 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 16968 members 
Mstep: Class 12 contains 16507 members 
Mstep: Class 13 contains 20662 members 
Mstep: Class 14 contains 490 members 
Mstep: Class 15 contains 1741 members 
Mstep: Class 16 contains 17275 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 65958 members 
Mstep: Class 19 contains 8768 members 
Mstep: Class 20 contains 131048 members 
Mstep: Class 21 contains 18058 members 
Mstep: Class 22 contains 160851 members 
Mstep: Class 23 contains 176737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132680336.000000 Penalty: 78577.234375
Iteration 80F: 24 clusters Score -1.326803e+08 nChanged 11516
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 1369 members 
Mstep: Class 3 contains 773 members 
Mstep: Class 4 contains 143748 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3809 members 
Mstep: Class 7 contains 328 members 
Mstep: Class 8 contains 13552 members 
Mstep: Class 9 contains 115928 members 
Mstep: Class 10 contains 757 members 
Mstep: Class 11 contains 16953 members 
Mstep: Class 12 contains 17133 members 
Mstep: Class 13 contains 20263 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1785 members 
Mstep: Class 16 contains 17296 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 65871 members 
Mstep: Class 19 contains 8611 members 
Mstep: Class 20 contains 130963 members 
Mstep: Class 21 contains 18135 members 
Mstep: Class 22 contains 166526 members 
Mstep: Class 23 contains 176984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132681832.000000 Penalty: 78577.234375
Iteration 81Q: 24 clusters Score -1.326818e+08 nChanged 13732
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 1367 members 
Mstep: Class 3 contains 779 members 
Mstep: Class 4 contains 138537 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3811 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 13657 members 
Mstep: Class 9 contains 113454 members 
Mstep: Class 10 contains 763 members 
Mstep: Class 11 contains 16949 members 
Mstep: Class 12 contains 17843 members 
Mstep: Class 13 contains 19864 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1798 members 
Mstep: Class 16 contains 17316 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 66002 members 
Mstep: Class 19 contains 8460 members 
Mstep: Class 20 contains 130927 members 
Mstep: Class 21 contains 18218 members 
Mstep: Class 22 contains 173939 members 
Mstep: Class 23 contains 177132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132681576.000000 Penalty: 78577.234375
Iteration 82Q: 24 clusters Score -1.326816e+08 nChanged 16150
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 1367 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 131964 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3815 members 
Mstep: Class 7 contains 325 members 
Mstep: Class 8 contains 13720 members 
Mstep: Class 9 contains 111067 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 16922 members 
Mstep: Class 12 contains 18679 members 
Mstep: Class 13 contains 19656 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1788 members 
Mstep: Class 16 contains 17332 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 66306 members 
Mstep: Class 19 contains 8321 members 
Mstep: Class 20 contains 130870 members 
Mstep: Class 21 contains 18307 members 
Mstep: Class 22 contains 182522 members 
Mstep: Class 23 contains 177223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132678640.000000 Penalty: 78577.234375
Iteration 83Q: 24 clusters Score -1.326786e+08 nChanged 17266
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 36459 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 788 members 
Mstep: Class 4 contains 125368 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3823 members 
Mstep: Class 7 contains 325 members 
Mstep: Class 8 contains 13788 members 
Mstep: Class 9 contains 108803 members 
Mstep: Class 10 contains 779 members 
Mstep: Class 11 contains 16924 members 
Mstep: Class 12 contains 19718 members 
Mstep: Class 13 contains 19691 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1776 members 
Mstep: Class 16 contains 17347 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 66834 members 
Mstep: Class 19 contains 8259 members 
Mstep: Class 20 contains 130761 members 
Mstep: Class 21 contains 18411 members 
Mstep: Class 22 contains 190262 members 
Mstep: Class 23 contains 177320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132673848.000000 Penalty: 78577.234375
Iteration 84Q: 24 clusters Score -1.326738e+08 nChanged 17304
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 35909 members 
Mstep: Class 2 contains 1367 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 119186 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3829 members 
Mstep: Class 7 contains 325 members 
Mstep: Class 8 contains 13867 members 
Mstep: Class 9 contains 107024 members 
Mstep: Class 10 contains 786 members 
Mstep: Class 11 contains 16980 members 
Mstep: Class 12 contains 20756 members 
Mstep: Class 13 contains 19811 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1761 members 
Mstep: Class 16 contains 17367 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 67508 members 
Mstep: Class 19 contains 8229 members 
Mstep: Class 20 contains 130739 members 
Mstep: Class 21 contains 18541 members 
Mstep: Class 22 contains 196555 members 
Mstep: Class 23 contains 177477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132667080.000000 Penalty: 78577.234375
Iteration 85Q: 24 clusters Score -1.326671e+08 nChanged 15411
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 1367 members 
Mstep: Class 3 contains 785 members 
Mstep: Class 4 contains 114857 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 325 members 
Mstep: Class 8 contains 13943 members 
Mstep: Class 9 contains 105785 members 
Mstep: Class 10 contains 789 members 
Mstep: Class 11 contains 17095 members 
Mstep: Class 12 contains 21749 members 
Mstep: Class 13 contains 20043 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1757 members 
Mstep: Class 16 contains 17390 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 68163 members 
Mstep: Class 19 contains 8235 members 
Mstep: Class 20 contains 130749 members 
Mstep: Class 21 contains 18724 members 
Mstep: Class 22 contains 200159 members 
Mstep: Class 23 contains 177606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132662344.000000 Penalty: 78577.234375
Iteration 86Q: 24 clusters Score -1.326623e+08 nChanged 12971
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 1367 members 
Mstep: Class 3 contains 794 members 
Mstep: Class 4 contains 112227 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3836 members 
Mstep: Class 7 contains 325 members 
Mstep: Class 8 contains 13991 members 
Mstep: Class 9 contains 105170 members 
Mstep: Class 10 contains 793 members 
Mstep: Class 11 contains 17263 members 
Mstep: Class 12 contains 22658 members 
Mstep: Class 13 contains 20321 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1747 members 
Mstep: Class 16 contains 17410 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 68755 members 
Mstep: Class 19 contains 8247 members 
Mstep: Class 20 contains 130808 members 
Mstep: Class 21 contains 18940 members 
Mstep: Class 22 contains 201301 members 
Mstep: Class 23 contains 177702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132660136.000000 Penalty: 78577.234375
Iteration 87Q: 24 clusters Score -1.326601e+08 nChanged 10533
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 1366 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 110995 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3840 members 
Mstep: Class 7 contains 325 members 
Mstep: Class 8 contains 14028 members 
Mstep: Class 9 contains 105079 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 17448 members 
Mstep: Class 12 contains 23407 members 
Mstep: Class 13 contains 20572 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1743 members 
Mstep: Class 16 contains 17445 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 69240 members 
Mstep: Class 19 contains 8274 members 
Mstep: Class 20 contains 130833 members 
Mstep: Class 21 contains 19156 members 
Mstep: Class 22 contains 200703 members 
Mstep: Class 23 contains 177782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132659936.000000 Penalty: 78577.234375
Iteration 88Q: 24 clusters Score -1.326599e+08 nChanged 8559
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 1366 members 
Mstep: Class 3 contains 798 members 
Mstep: Class 4 contains 110663 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 325 members 
Mstep: Class 8 contains 14073 members 
Mstep: Class 9 contains 105292 members 
Mstep: Class 10 contains 809 members 
Mstep: Class 11 contains 17641 members 
Mstep: Class 12 contains 23998 members 
Mstep: Class 13 contains 20811 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1740 members 
Mstep: Class 16 contains 17464 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 69669 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 130823 members 
Mstep: Class 21 contains 19365 members 
Mstep: Class 22 contains 199210 members 
Mstep: Class 23 contains 177752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132660280.000000 Penalty: 78577.234375
Iteration 89Q: 24 clusters Score -1.326603e+08 nChanged 7263
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 1366 members 
Mstep: Class 3 contains 797 members 
Mstep: Class 4 contains 111105 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3846 members 
Mstep: Class 7 contains 325 members 
Mstep: Class 8 contains 14131 members 
Mstep: Class 9 contains 105685 members 
Mstep: Class 10 contains 815 members 
Mstep: Class 11 contains 17828 members 
Mstep: Class 12 contains 24524 members 
Mstep: Class 13 contains 21028 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1735 members 
Mstep: Class 16 contains 17480 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 69980 members 
Mstep: Class 19 contains 8318 members 
Mstep: Class 20 contains 130791 members 
Mstep: Class 21 contains 19576 members 
Mstep: Class 22 contains 196979 members 
Mstep: Class 23 contains 177698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132660984.000000 Penalty: 78577.234375
Iteration 90Q: 24 clusters Score -1.32661e+08 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 1366 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 112013 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3850 members 
Mstep: Class 7 contains 325 members 
Mstep: Class 8 contains 14193 members 
Mstep: Class 9 contains 106232 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 18005 members 
Mstep: Class 12 contains 24935 members 
Mstep: Class 13 contains 21216 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 17488 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 70177 members 
Mstep: Class 19 contains 8325 members 
Mstep: Class 20 contains 130717 members 
Mstep: Class 21 contains 19780 members 
Mstep: Class 22 contains 194447 members 
Mstep: Class 23 contains 177623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132661856.000000 Penalty: 78577.234375
Iteration 91Q: 24 clusters Score -1.326619e+08 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 113233 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3853 members 
Mstep: Class 7 contains 325 members 
Mstep: Class 8 contains 14255 members 
Mstep: Class 9 contains 106770 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 18136 members 
Mstep: Class 12 contains 25271 members 
Mstep: Class 13 contains 21356 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1727 members 
Mstep: Class 16 contains 17495 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 70311 members 
Mstep: Class 19 contains 8335 members 
Mstep: Class 20 contains 130622 members 
Mstep: Class 21 contains 19954 members 
Mstep: Class 22 contains 191877 members 
Mstep: Class 23 contains 177550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132663320.000000 Penalty: 78577.234375
Iteration 92Q: 24 clusters Score -1.326633e+08 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 795 members 
Mstep: Class 4 contains 114493 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3854 members 
Mstep: Class 7 contains 325 members 
Mstep: Class 8 contains 14330 members 
Mstep: Class 9 contains 107276 members 
Mstep: Class 10 contains 835 members 
Mstep: Class 11 contains 18240 members 
Mstep: Class 12 contains 25541 members 
Mstep: Class 13 contains 21463 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1723 members 
Mstep: Class 16 contains 17514 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 70373 members 
Mstep: Class 19 contains 8316 members 
Mstep: Class 20 contains 130494 members 
Mstep: Class 21 contains 20103 members 
Mstep: Class 22 contains 189527 members 
Mstep: Class 23 contains 177499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132664528.000000 Penalty: 78577.234375
Iteration 93Q: 24 clusters Score -1.326645e+08 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 797 members 
Mstep: Class 4 contains 115900 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3855 members 
Mstep: Class 7 contains 325 members 
Mstep: Class 8 contains 14418 members 
Mstep: Class 9 contains 107581 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 18306 members 
Mstep: Class 12 contains 25761 members 
Mstep: Class 13 contains 21531 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1717 members 
Mstep: Class 16 contains 17536 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 70396 members 
Mstep: Class 19 contains 8306 members 
Mstep: Class 20 contains 130365 members 
Mstep: Class 21 contains 20243 members 
Mstep: Class 22 contains 187398 members 
Mstep: Class 23 contains 177445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132665992.000000 Penalty: 78577.234375
Iteration 94Q: 24 clusters Score -1.32666e+08 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 797 members 
Mstep: Class 4 contains 117441 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3855 members 
Mstep: Class 7 contains 325 members 
Mstep: Class 8 contains 14509 members 
Mstep: Class 9 contains 107855 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 18354 members 
Mstep: Class 12 contains 25932 members 
Mstep: Class 13 contains 21586 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1712 members 
Mstep: Class 16 contains 17557 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 70391 members 
Mstep: Class 19 contains 8302 members 
Mstep: Class 20 contains 130215 members 
Mstep: Class 21 contains 20354 members 
Mstep: Class 22 contains 185372 members 
Mstep: Class 23 contains 177344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132667264.000000 Penalty: 78577.234375
Iteration 95Q: 24 clusters Score -1.326673e+08 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 797 members 
Mstep: Class 4 contains 119059 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3856 members 
Mstep: Class 7 contains 325 members 
Mstep: Class 8 contains 14578 members 
Mstep: Class 9 contains 108104 members 
Mstep: Class 10 contains 845 members 
Mstep: Class 11 contains 18375 members 
Mstep: Class 12 contains 26072 members 
Mstep: Class 13 contains 21638 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1706 members 
Mstep: Class 16 contains 17579 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 70368 members 
Mstep: Class 19 contains 8283 members 
Mstep: Class 20 contains 130049 members 
Mstep: Class 21 contains 20433 members 
Mstep: Class 22 contains 183454 members 
Mstep: Class 23 contains 177266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132668736.000000 Penalty: 78577.234375
Iteration 96Q: 24 clusters Score -1.326687e+08 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 1365 members 
Mstep: Class 3 contains 794 members 
Mstep: Class 4 contains 120587 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3856 members 
Mstep: Class 7 contains 325 members 
Mstep: Class 8 contains 14638 members 
Mstep: Class 9 contains 108380 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 18393 members 
Mstep: Class 12 contains 26158 members 
Mstep: Class 13 contains 21677 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1700 members 
Mstep: Class 16 contains 17592 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 70304 members 
Mstep: Class 19 contains 8268 members 
Mstep: Class 20 contains 129880 members 
Mstep: Class 21 contains 20478 members 
Mstep: Class 22 contains 181727 members 
Mstep: Class 23 contains 177225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132670240.000000 Penalty: 78577.234375
Iteration 97Q: 24 clusters Score -1.326702e+08 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 1365 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 121969 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3856 members 
Mstep: Class 7 contains 325 members 
Mstep: Class 8 contains 14706 members 
Mstep: Class 9 contains 108586 members 
Mstep: Class 10 contains 850 members 
Mstep: Class 11 contains 18393 members 
Mstep: Class 12 contains 26234 members 
Mstep: Class 13 contains 21698 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17598 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 70214 members 
Mstep: Class 19 contains 8234 members 
Mstep: Class 20 contains 129699 members 
Mstep: Class 21 contains 20501 members 
Mstep: Class 22 contains 180362 members 
Mstep: Class 23 contains 177175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132671440.000000 Penalty: 78577.234375
Iteration 98Q: 24 clusters Score -1.326714e+08 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 1366 members 
Mstep: Class 3 contains 794 members 
Mstep: Class 4 contains 123237 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3856 members 
Mstep: Class 7 contains 325 members 
Mstep: Class 8 contains 14787 members 
Mstep: Class 9 contains 108761 members 
Mstep: Class 10 contains 851 members 
Mstep: Class 11 contains 18405 members 
Mstep: Class 12 contains 26285 members 
Mstep: Class 13 contains 21702 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 17613 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 70113 members 
Mstep: Class 19 contains 8217 members 
Mstep: Class 20 contains 129554 members 
Mstep: Class 21 contains 20507 members 
Mstep: Class 22 contains 179155 members 
Mstep: Class 23 contains 177102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132672336.000000 Penalty: 78577.234375
Iteration 99Q: 24 clusters Score -1.326723e+08 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 1366 members 
Mstep: Class 3 contains 795 members 
Mstep: Class 4 contains 124394 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3856 members 
Mstep: Class 7 contains 325 members 
Mstep: Class 8 contains 14869 members 
Mstep: Class 9 contains 108895 members 
Mstep: Class 10 contains 851 members 
Mstep: Class 11 contains 18388 members 
Mstep: Class 12 contains 26330 members 
Mstep: Class 13 contains 21705 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1692 members 
Mstep: Class 16 contains 17623 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 70004 members 
Mstep: Class 19 contains 8200 members 
Mstep: Class 20 contains 129398 members 
Mstep: Class 21 contains 20489 members 
Mstep: Class 22 contains 178144 members 
Mstep: Class 23 contains 177058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132673216.000000 Penalty: 78577.234375
Iteration 100F: 24 clusters Score -1.326732e+08 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34362 members 
Mstep: Class 2 contains 1367 members 
Mstep: Class 3 contains 795 members 
Mstep: Class 4 contains 125439 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3856 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 14955 members 
Mstep: Class 9 contains 108978 members 
Mstep: Class 10 contains 874 members 
Mstep: Class 11 contains 18367 members 
Mstep: Class 12 contains 26384 members 
Mstep: Class 13 contains 21691 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 17628 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 69904 members 
Mstep: Class 19 contains 8193 members 
Mstep: Class 20 contains 129235 members 
Mstep: Class 21 contains 20464 members 
Mstep: Class 22 contains 177264 members 
Mstep: Class 23 contains 177029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132673960.000000 Penalty: 78577.234375
Iteration 101Q: 24 clusters Score -1.32674e+08 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34307 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 794 members 
Mstep: Class 4 contains 126405 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3856 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 15054 members 
Mstep: Class 9 contains 108975 members 
Mstep: Class 10 contains 904 members 
Mstep: Class 11 contains 18347 members 
Mstep: Class 12 contains 26409 members 
Mstep: Class 13 contains 21655 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1693 members 
Mstep: Class 16 contains 17639 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 69811 members 
Mstep: Class 19 contains 8185 members 
Mstep: Class 20 contains 129071 members 
Mstep: Class 21 contains 20425 members 
Mstep: Class 22 contains 176577 members 
Mstep: Class 23 contains 177004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132674256.000000 Penalty: 78577.234375
Iteration 102Q: 24 clusters Score -1.326743e+08 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 1367 members 
Mstep: Class 3 contains 794 members 
Mstep: Class 4 contains 127218 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3856 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 15159 members 
Mstep: Class 9 contains 108948 members 
Mstep: Class 10 contains 938 members 
Mstep: Class 11 contains 18328 members 
Mstep: Class 12 contains 26418 members 
Mstep: Class 13 contains 21615 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 17650 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 69715 members 
Mstep: Class 19 contains 8187 members 
Mstep: Class 20 contains 128923 members 
Mstep: Class 21 contains 20382 members 
Mstep: Class 22 contains 175998 members 
Mstep: Class 23 contains 177016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132674656.000000 Penalty: 78577.234375
Iteration 103Q: 24 clusters Score -1.326747e+08 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34225 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 794 members 
Mstep: Class 4 contains 127922 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3856 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 15243 members 
Mstep: Class 9 contains 108918 members 
Mstep: Class 10 contains 968 members 
Mstep: Class 11 contains 18305 members 
Mstep: Class 12 contains 26437 members 
Mstep: Class 13 contains 21574 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1693 members 
Mstep: Class 16 contains 17658 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 69628 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 128819 members 
Mstep: Class 21 contains 20350 members 
Mstep: Class 22 contains 175517 members 
Mstep: Class 23 contains 177028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132674984.000000 Penalty: 78577.234375
Iteration 104Q: 24 clusters Score -1.32675e+08 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 794 members 
Mstep: Class 4 contains 128490 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3856 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 15318 members 
Mstep: Class 9 contains 108877 members 
Mstep: Class 10 contains 986 members 
Mstep: Class 11 contains 18279 members 
Mstep: Class 12 contains 26455 members 
Mstep: Class 13 contains 21545 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 17664 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 69548 members 
Mstep: Class 19 contains 8160 members 
Mstep: Class 20 contains 128749 members 
Mstep: Class 21 contains 20318 members 
Mstep: Class 22 contains 175167 members 
Mstep: Class 23 contains 177027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675448.000000 Penalty: 78577.234375
Iteration 105Q: 24 clusters Score -1.326754e+08 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 1369 members 
Mstep: Class 3 contains 794 members 
Mstep: Class 4 contains 129017 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3857 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 15392 members 
Mstep: Class 9 contains 108840 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 11 contains 18266 members 
Mstep: Class 12 contains 26449 members 
Mstep: Class 13 contains 21525 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 17665 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 69481 members 
Mstep: Class 19 contains 8157 members 
Mstep: Class 20 contains 128668 members 
Mstep: Class 21 contains 20276 members 
Mstep: Class 22 contains 174870 members 
Mstep: Class 23 contains 177014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675632.000000 Penalty: 78577.234375
Iteration 106Q: 24 clusters Score -1.326756e+08 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 795 members 
Mstep: Class 4 contains 129450 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3857 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 15469 members 
Mstep: Class 9 contains 108800 members 
Mstep: Class 10 contains 1001 members 
Mstep: Class 11 contains 18257 members 
Mstep: Class 12 contains 26445 members 
Mstep: Class 13 contains 21496 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17665 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 69415 members 
Mstep: Class 19 contains 8150 members 
Mstep: Class 20 contains 128611 members 
Mstep: Class 21 contains 20241 members 
Mstep: Class 22 contains 174645 members 
Mstep: Class 23 contains 177001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675912.000000 Penalty: 78577.234375
Iteration 107Q: 24 clusters Score -1.326759e+08 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 795 members 
Mstep: Class 4 contains 129854 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3856 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 15524 members 
Mstep: Class 9 contains 108776 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 18238 members 
Mstep: Class 12 contains 26454 members 
Mstep: Class 13 contains 21458 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17666 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 69360 members 
Mstep: Class 19 contains 8142 members 
Mstep: Class 20 contains 128552 members 
Mstep: Class 21 contains 20197 members 
Mstep: Class 22 contains 174426 members 
Mstep: Class 23 contains 177011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675904.000000 Penalty: 78577.234375
Iteration 108Q: 24 clusters Score -1.326759e+08 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 795 members 
Mstep: Class 4 contains 130197 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3855 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 15582 members 
Mstep: Class 9 contains 108788 members 
Mstep: Class 10 contains 1005 members 
Mstep: Class 11 contains 18234 members 
Mstep: Class 12 contains 26452 members 
Mstep: Class 13 contains 21413 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17668 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 69323 members 
Mstep: Class 19 contains 8140 members 
Mstep: Class 20 contains 128498 members 
Mstep: Class 21 contains 20163 members 
Mstep: Class 22 contains 174216 members 
Mstep: Class 23 contains 177010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676112.000000 Penalty: 78577.234375
Iteration 109Q: 24 clusters Score -1.326761e+08 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 794 members 
Mstep: Class 4 contains 130469 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3853 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 15641 members 
Mstep: Class 9 contains 108804 members 
Mstep: Class 10 contains 1007 members 
Mstep: Class 11 contains 18225 members 
Mstep: Class 12 contains 26453 members 
Mstep: Class 13 contains 21374 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17668 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 69283 members 
Mstep: Class 19 contains 8133 members 
Mstep: Class 20 contains 128444 members 
Mstep: Class 21 contains 20132 members 
Mstep: Class 22 contains 174042 members 
Mstep: Class 23 contains 177029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675912.000000 Penalty: 78577.234375
Iteration 110Q: 24 clusters Score -1.326759e+08 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 130686 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3853 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 15704 members 
Mstep: Class 9 contains 108805 members 
Mstep: Class 10 contains 1009 members 
Mstep: Class 11 contains 18220 members 
Mstep: Class 12 contains 26457 members 
Mstep: Class 13 contains 21333 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17670 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 69250 members 
Mstep: Class 19 contains 8124 members 
Mstep: Class 20 contains 128415 members 
Mstep: Class 21 contains 20110 members 
Mstep: Class 22 contains 173904 members 
Mstep: Class 23 contains 177035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676096.000000 Penalty: 78577.234375
Iteration 111Q: 24 clusters Score -1.326761e+08 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 798 members 
Mstep: Class 4 contains 130899 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3852 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 15763 members 
Mstep: Class 9 contains 108813 members 
Mstep: Class 10 contains 1010 members 
Mstep: Class 11 contains 18210 members 
Mstep: Class 12 contains 26472 members 
Mstep: Class 13 contains 21286 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17676 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 69217 members 
Mstep: Class 19 contains 8121 members 
Mstep: Class 20 contains 128395 members 
Mstep: Class 21 contains 20087 members 
Mstep: Class 22 contains 173771 members 
Mstep: Class 23 contains 177021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676432.000000 Penalty: 78577.234375
Iteration 112Q: 24 clusters Score -1.326764e+08 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34006 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 799 members 
Mstep: Class 4 contains 131069 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3852 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 15819 members 
Mstep: Class 9 contains 108837 members 
Mstep: Class 10 contains 1010 members 
Mstep: Class 11 contains 18195 members 
Mstep: Class 12 contains 26489 members 
Mstep: Class 13 contains 21253 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17683 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 69183 members 
Mstep: Class 19 contains 8117 members 
Mstep: Class 20 contains 128374 members 
Mstep: Class 21 contains 20063 members 
Mstep: Class 22 contains 173664 members 
Mstep: Class 23 contains 177001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676560.000000 Penalty: 78577.234375
Iteration 113Q: 24 clusters Score -1.326766e+08 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 799 members 
Mstep: Class 4 contains 131234 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3850 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 15874 members 
Mstep: Class 9 contains 108864 members 
Mstep: Class 10 contains 1010 members 
Mstep: Class 11 contains 18161 members 
Mstep: Class 12 contains 26493 members 
Mstep: Class 13 contains 21212 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17690 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 69155 members 
Mstep: Class 19 contains 8115 members 
Mstep: Class 20 contains 128357 members 
Mstep: Class 21 contains 20047 members 
Mstep: Class 22 contains 173574 members 
Mstep: Class 23 contains 176992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676784.000000 Penalty: 78577.234375
Iteration 114Q: 24 clusters Score -1.326768e+08 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 799 members 
Mstep: Class 4 contains 131402 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3849 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 15919 members 
Mstep: Class 9 contains 108895 members 
Mstep: Class 10 contains 1010 members 
Mstep: Class 11 contains 18133 members 
Mstep: Class 12 contains 26499 members 
Mstep: Class 13 contains 21159 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17695 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 69130 members 
Mstep: Class 19 contains 8117 members 
Mstep: Class 20 contains 128350 members 
Mstep: Class 21 contains 20023 members 
Mstep: Class 22 contains 173492 members 
Mstep: Class 23 contains 176979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676752.000000 Penalty: 78577.234375
Iteration 115Q: 24 clusters Score -1.326768e+08 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 799 members 
Mstep: Class 4 contains 131522 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3848 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 15979 members 
Mstep: Class 9 contains 108934 members 
Mstep: Class 10 contains 1010 members 
Mstep: Class 11 contains 18112 members 
Mstep: Class 12 contains 26499 members 
Mstep: Class 13 contains 21111 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17697 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 69096 members 
Mstep: Class 19 contains 8122 members 
Mstep: Class 20 contains 128359 members 
Mstep: Class 21 contains 19988 members 
Mstep: Class 22 contains 173434 members 
Mstep: Class 23 contains 176958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676880.000000 Penalty: 78577.234375
Iteration 116Q: 24 clusters Score -1.326769e+08 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 799 members 
Mstep: Class 4 contains 131564 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3848 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 16047 members 
Mstep: Class 9 contains 108969 members 
Mstep: Class 10 contains 1011 members 
Mstep: Class 11 contains 18098 members 
Mstep: Class 12 contains 26508 members 
Mstep: Class 13 contains 21089 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17698 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 69069 members 
Mstep: Class 19 contains 8118 members 
Mstep: Class 20 contains 128354 members 
Mstep: Class 21 contains 19967 members 
Mstep: Class 22 contains 173392 members 
Mstep: Class 23 contains 176950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676848.000000 Penalty: 78577.234375
Iteration 117Q: 24 clusters Score -1.326768e+08 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 799 members 
Mstep: Class 4 contains 131598 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3848 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 16107 members 
Mstep: Class 9 contains 109008 members 
Mstep: Class 10 contains 1013 members 
Mstep: Class 11 contains 18077 members 
Mstep: Class 12 contains 26522 members 
Mstep: Class 13 contains 21061 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17701 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 69046 members 
Mstep: Class 19 contains 8119 members 
Mstep: Class 20 contains 128357 members 
Mstep: Class 21 contains 19946 members 
Mstep: Class 22 contains 173357 members 
Mstep: Class 23 contains 176950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676488.000000 Penalty: 78577.234375
Iteration 118Q: 24 clusters Score -1.326765e+08 nChanged 958
Entering ConstructFrom: 
Score: -132676488.000000 Penalty: 78577.234375
Entering ConstructFrom: 
Trying to split cluster 1 (33884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Entering Unmasked Estep 
Score: -4802409.000000 Penalty: 2586.813232
	Iteration 0F: 2 clusters Score -4802409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -4779288.500000 Penalty: 5173.626465
	Iteration 0F: 3 clusters Score -4779288 nChanged 15364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -4787614.500000 Penalty: 5173.626465
	Iteration 1F: 3 clusters Score -4787614 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -4787949.000000 Penalty: 5173.626465
	Iteration 2Q: 3 clusters Score -4787949 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -4788282.500000 Penalty: 5173.626465
	Iteration 3Q: 3 clusters Score -4788282 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -4788587.500000 Penalty: 5173.626465
	Iteration 4Q: 3 clusters Score -4788588 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -4788808.000000 Penalty: 5173.626465
	Iteration 5Q: 3 clusters Score -4788808 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -4789055.500000 Penalty: 5173.626465
	Iteration 6Q: 3 clusters Score -4789056 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -4789284.000000 Penalty: 5173.626465
	Iteration 7Q: 3 clusters Score -4789284 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -4789513.000000 Penalty: 5173.626465
	Iteration 8Q: 3 clusters Score -4789513 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -4789766.000000 Penalty: 5173.626465
	Iteration 9Q: 3 clusters Score -4789766 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -4790098.500000 Penalty: 5173.626465
	Iteration 10Q: 3 clusters Score -4790098 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -4790582.000000 Penalty: 5173.626465
	Iteration 11Q: 3 clusters Score -4790582 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -4791326.500000 Penalty: 5173.626465
	Iteration 12Q: 3 clusters Score -4791326 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -4792485.500000 Penalty: 5173.626465
	Iteration 13F: 3 clusters Score -4792486 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -4793937.000000 Penalty: 5173.626465
	Iteration 14F: 3 clusters Score -4793937 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -4795365.000000 Penalty: 5173.626465
	Iteration 15F: 3 clusters Score -4795365 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -4796650.500000 Penalty: 5173.626465
	Iteration 16F: 3 clusters Score -4796650 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -4797663.500000 Penalty: 5173.626465
	Iteration 17Q: 3 clusters Score -4797664 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -4798555.500000 Penalty: 5173.626465
	Iteration 18Q: 3 clusters Score -4798556 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -4799244.000000 Penalty: 5173.626465
	Iteration 19Q: 3 clusters Score -4799244 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 29919 members 
Entering Unmasked Estep 
Score: -4799783.000000 Penalty: 5173.626465
	Iteration 20F: 3 clusters Score -4799783 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -4800220.500000 Penalty: 5173.626465
	Iteration 21Q: 3 clusters Score -4800220 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -4800543.000000 Penalty: 5173.626465
	Iteration 22Q: 3 clusters Score -4800543 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -4800742.500000 Penalty: 5173.626465
	Iteration 23Q: 3 clusters Score -4800742 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -4800888.500000 Penalty: 5173.626465
	Iteration 24Q: 3 clusters Score -4800888 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
Score: -4801007.000000 Penalty: 5173.626465
	Iteration 25Q: 3 clusters Score -4801007 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -4801106.000000 Penalty: 5173.626465
	Iteration 26Q: 3 clusters Score -4801106 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -4801190.500000 Penalty: 5173.626465
	Iteration 27Q: 3 clusters Score -4801190 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 32421 members 
Entering Unmasked Estep 
Score: -4801259.500000 Penalty: 5173.626465
	Iteration 28Q: 3 clusters Score -4801260 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -4801323.000000 Penalty: 5173.626465
	Iteration 29Q: 3 clusters Score -4801323 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -4801343.000000 Penalty: 5173.626465
	Iteration 30Q: 3 clusters Score -4801343 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -4801359.500000 Penalty: 5173.626465
	Iteration 31Q: 3 clusters Score -4801360 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -4801360.000000 Penalty: 5173.626465
	Iteration 32Q: 3 clusters Score -4801360 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -4801381.500000 Penalty: 5173.626465
	Iteration 33Q: 3 clusters Score -4801382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 32712 members 
Entering Unmasked Estep 
Score: -4801394.500000 Penalty: 5173.626465
	Iteration 34Q: 3 clusters Score -4801394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 32727 members 
Entering Unmasked Estep 
Score: -4801409.000000 Penalty: 5173.626465
	Iteration 35Q: 3 clusters Score -4801409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -4801409.000000 Penalty: 5173.626465
	Iteration 36Q: 3 clusters Score -4801409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -4801413.000000 Penalty: 5173.626465
	Iteration 37Q: 3 clusters Score -4801413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -4801414.500000 Penalty: 5173.626465
	Iteration 38Q: 3 clusters Score -4801414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 32759 members 
Entering Unmasked Estep 
Score: -4801410.500000 Penalty: 5173.626465
	Iteration 39Q: 3 clusters Score -4801410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -4801413.500000 Penalty: 5173.626465
	Iteration 40F: 3 clusters Score -4801414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -4801423.500000 Penalty: 5173.626465
	Iteration 41Q: 3 clusters Score -4801424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -4801424.500000 Penalty: 5173.626465
	Iteration 42Q: 3 clusters Score -4801424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -4801427.000000 Penalty: 5173.626465
	Iteration 43Q: 3 clusters Score -4801427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 32775 members 
Entering Unmasked Estep 
Score: -4801421.500000 Penalty: 5173.626465
	Iteration 44Q: 3 clusters Score -4801422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 32779 members 
Entering Unmasked Estep 
Score: -4801423.500000 Penalty: 5173.626465
	Iteration 45Q: 3 clusters Score -4801424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -4801432.500000 Penalty: 5173.626465
	Iteration 46Q: 3 clusters Score -4801432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -4801432.500000 Penalty: 5173.626465
	Iteration 47Q: 3 clusters Score -4801432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -4801430.500000 Penalty: 5173.626465
	Iteration 48Q: 3 clusters Score -4801430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -4801430.500000 Penalty: 5173.626465
	Iteration 49F: 3 clusters Score -4801430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Entering Unmasked Estep 
Score: -185939.656250 Penalty: 1791.196411
	Iteration 0F: 2 clusters Score -185939.7 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 685 members 
Entering Unmasked Estep 
Score: -183713.812500 Penalty: 3582.392822
	Iteration 0F: 3 clusters Score -183713.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -184072.031250 Penalty: 3582.392822
	Iteration 1F: 3 clusters Score -184072 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -184189.562500 Penalty: 3582.392822
	Iteration 2F: 3 clusters Score -184189.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -184245.968750 Penalty: 3582.392822
	Iteration 3Q: 3 clusters Score -184246 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -184277.843750 Penalty: 3582.392822
	Iteration 4Q: 3 clusters Score -184277.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -184299.484375 Penalty: 3582.392822
	Iteration 5Q: 3 clusters Score -184299.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -184317.312500 Penalty: 3582.392822
	Iteration 6Q: 3 clusters Score -184317.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -184324.796875 Penalty: 3582.392822
	Iteration 7Q: 3 clusters Score -184324.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -184328.968750 Penalty: 3582.392822
	Iteration 8Q: 3 clusters Score -184329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -184334.656250 Penalty: 3582.392822
	Iteration 9Q: 3 clusters Score -184334.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -184339.281250 Penalty: 3582.392822
	Iteration 10Q: 3 clusters Score -184339.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -184345.578125 Penalty: 3582.392822
	Iteration 11Q: 3 clusters Score -184345.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -184348.890625 Penalty: 3582.392822
	Iteration 12Q: 3 clusters Score -184348.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -184348.890625 Penalty: 3582.392822
	Iteration 13F: 3 clusters Score -184348.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Entering Unmasked Estep 
Score: -101130.953125 Penalty: 1657.473511
	Iteration 0F: 2 clusters Score -101131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -99435.242188 Penalty: 3314.947021
	Iteration 0F: 3 clusters Score -99435.24 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -99791.867188 Penalty: 3314.947021
	Iteration 1F: 3 clusters Score -99791.87 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -99966.476562 Penalty: 3314.947021
	Iteration 2F: 3 clusters Score -99966.48 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -100132.468750 Penalty: 3314.947021
	Iteration 3F: 3 clusters Score -100132.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -100376.023438 Penalty: 3314.947021
	Iteration 4F: 3 clusters Score -100376 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -100494.671875 Penalty: 3314.947021
	Iteration 5F: 3 clusters Score -100494.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -100619.460938 Penalty: 3314.947021
	Iteration 6Q: 3 clusters Score -100619.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -100675.750000 Penalty: 3314.947021
	Iteration 7Q: 3 clusters Score -100675.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -100694.820312 Penalty: 3314.947021
	Iteration 8Q: 3 clusters Score -100694.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -100708.429688 Penalty: 3314.947021
	Iteration 9Q: 3 clusters Score -100708.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -100726.867188 Penalty: 3314.947021
	Iteration 10Q: 3 clusters Score -100726.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -100733.523438 Penalty: 3314.947021
	Iteration 11Q: 3 clusters Score -100733.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -100737.601562 Penalty: 3314.947021
	Iteration 12Q: 3 clusters Score -100737.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -100739.085938 Penalty: 3314.947021
	Iteration 13Q: 3 clusters Score -100739.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -100740.875000 Penalty: 3314.947021
	Iteration 14Q: 3 clusters Score -100740.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -100751.562500 Penalty: 3314.947021
	Iteration 15F: 3 clusters Score -100751.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -100781.226562 Penalty: 3314.947021
	Iteration 16Q: 3 clusters Score -100781.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -100864.625000 Penalty: 3314.947021
	Iteration 17Q: 3 clusters Score -100864.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -100884.171875 Penalty: 3314.947021
	Iteration 18Q: 3 clusters Score -100884.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -100895.648438 Penalty: 3314.947021
	Iteration 19Q: 3 clusters Score -100895.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -100904.554688 Penalty: 3314.947021
	Iteration 20F: 3 clusters Score -100904.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -100904.906250 Penalty: 3314.947021
	Iteration 21Q: 3 clusters Score -100904.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -100904.906250 Penalty: 3314.947021
	Iteration 22F: 3 clusters Score -100904.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (131615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131615 members 
Entering Unmasked Estep 
Score: -18434754.000000 Penalty: 2923.333740
	Iteration 0F: 2 clusters Score -1.843475e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65610 members 
Mstep: Class 2 contains 66005 members 
Entering Unmasked Estep 
Score: -18349878.000000 Penalty: 5846.667480
	Iteration 0F: 3 clusters Score -1.834988e+07 nChanged 62772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63192 members 
Mstep: Class 2 contains 68423 members 
Entering Unmasked Estep 
Score: -18385774.000000 Penalty: 5846.667480
	Iteration 1F: 3 clusters Score -1.838577e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61597 members 
Mstep: Class 2 contains 70018 members 
Entering Unmasked Estep 
Score: -18386686.000000 Penalty: 5846.667480
	Iteration 2Q: 3 clusters Score -1.838669e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59062 members 
Mstep: Class 2 contains 72553 members 
Entering Unmasked Estep 
Score: -18387850.000000 Penalty: 5846.667480
	Iteration 3Q: 3 clusters Score -1.838785e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55357 members 
Mstep: Class 2 contains 76258 members 
Entering Unmasked Estep 
Score: -18389820.000000 Penalty: 5846.667480
	Iteration 4Q: 3 clusters Score -1.838982e+07 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49854 members 
Mstep: Class 2 contains 81761 members 
Entering Unmasked Estep 
Score: -18393380.000000 Penalty: 5846.667480
	Iteration 5Q: 3 clusters Score -1.839338e+07 nChanged 8708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 89635 members 
Entering Unmasked Estep 
Score: -18399296.000000 Penalty: 5846.667480
	Iteration 6F: 3 clusters Score -1.83993e+07 nChanged 10468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32106 members 
Mstep: Class 2 contains 99509 members 
Entering Unmasked Estep 
Score: -18407676.000000 Penalty: 5846.667480
	Iteration 7F: 3 clusters Score -1.840768e+07 nChanged 10606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 109791 members 
Entering Unmasked Estep 
Score: -18416754.000000 Penalty: 5846.667480
	Iteration 8F: 3 clusters Score -1.841675e+07 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 118161 members 
Entering Unmasked Estep 
Score: -18423906.000000 Penalty: 5846.667480
	Iteration 9F: 3 clusters Score -1.842391e+07 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 123481 members 
Entering Unmasked Estep 
Score: -18428218.000000 Penalty: 5846.667480
	Iteration 10Q: 3 clusters Score -1.842822e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 126361 members 
Entering Unmasked Estep 
Score: -18430382.000000 Penalty: 5846.667480
	Iteration 11Q: 3 clusters Score -1.843038e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 127895 members 
Entering Unmasked Estep 
Score: -18431340.000000 Penalty: 5846.667480
	Iteration 12Q: 3 clusters Score -1.843134e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 128729 members 
Entering Unmasked Estep 
Score: -18431946.000000 Penalty: 5846.667480
	Iteration 13Q: 3 clusters Score -1.843195e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 129177 members 
Entering Unmasked Estep 
Score: -18432146.000000 Penalty: 5846.667480
	Iteration 14Q: 3 clusters Score -1.843215e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 129457 members 
Entering Unmasked Estep 
Score: -18432296.000000 Penalty: 5846.667480
	Iteration 15Q: 3 clusters Score -1.84323e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 129637 members 
Entering Unmasked Estep 
Score: -18432342.000000 Penalty: 5846.667480
	Iteration 16Q: 3 clusters Score -1.843234e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 129752 members 
Entering Unmasked Estep 
Score: -18432448.000000 Penalty: 5846.667480
	Iteration 17Q: 3 clusters Score -1.843245e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 129840 members 
Entering Unmasked Estep 
Score: -18432490.000000 Penalty: 5846.667480
	Iteration 18Q: 3 clusters Score -1.843249e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 129915 members 
Entering Unmasked Estep 
Score: -18432494.000000 Penalty: 5846.667480
	Iteration 19Q: 3 clusters Score -1.843249e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 129967 members 
Entering Unmasked Estep 
Score: -18432496.000000 Penalty: 5846.667480
	Iteration 20F: 3 clusters Score -1.84325e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 130010 members 
Entering Unmasked Estep 
Score: -18432508.000000 Penalty: 5846.667480
	Iteration 21Q: 3 clusters Score -1.843251e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 130043 members 
Entering Unmasked Estep 
Score: -18432502.000000 Penalty: 5846.667480
	Iteration 22Q: 3 clusters Score -1.84325e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 130078 members 
Entering Unmasked Estep 
Score: -18432536.000000 Penalty: 5846.667480
	Iteration 23Q: 3 clusters Score -1.843254e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 130094 members 
Entering Unmasked Estep 
Score: -18432536.000000 Penalty: 5846.667480
	Iteration 24Q: 3 clusters Score -1.843254e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 130100 members 
Entering Unmasked Estep 
Score: -18432542.000000 Penalty: 5846.667480
	Iteration 25Q: 3 clusters Score -1.843254e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 130106 members 
Entering Unmasked Estep 
Score: -18432538.000000 Penalty: 5846.667480
	Iteration 26Q: 3 clusters Score -1.843254e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 130111 members 
Entering Unmasked Estep 
Score: -18432542.000000 Penalty: 5846.667480
	Iteration 27Q: 3 clusters Score -1.843254e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 130116 members 
Entering Unmasked Estep 
Score: -18432562.000000 Penalty: 5846.667480
	Iteration 28Q: 3 clusters Score -1.843256e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 130125 members 
Entering Unmasked Estep 
Score: -18432564.000000 Penalty: 5846.667480
	Iteration 29Q: 3 clusters Score -1.843256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 130127 members 
Entering Unmasked Estep 
Score: -18432566.000000 Penalty: 5846.667480
	Iteration 30Q: 3 clusters Score -1.843257e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 130129 members 
Entering Unmasked Estep 
Score: -18432570.000000 Penalty: 5846.667480
	Iteration 31Q: 3 clusters Score -1.843257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 130131 members 
Entering Unmasked Estep 
Score: -18432554.000000 Penalty: 5846.667480
	Iteration 32Q: 3 clusters Score -1.843255e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 130131 members 
Entering Unmasked Estep 
Score: -18432554.000000 Penalty: 5846.667480
	Iteration 33F: 3 clusters Score -1.843255e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Entering Unmasked Estep 
Score: -90747.757812 Penalty: 1659.944214
	Iteration 0F: 2 clusters Score -90747.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -89117.460938 Penalty: 3319.888428
	Iteration 0F: 3 clusters Score -89117.46 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -90333.367188 Penalty: 3319.888428
	Iteration 1F: 3 clusters Score -90333.37 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -91041.906250 Penalty: 3319.888428
	Iteration 2F: 3 clusters Score -91041.91 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -91261.343750 Penalty: 3319.888428
	Iteration 3F: 3 clusters Score -91261.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -91325.765625 Penalty: 3319.888428
	Iteration 4Q: 3 clusters Score -91325.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -91371.250000 Penalty: 3319.888428
	Iteration 5Q: 3 clusters Score -91371.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -91398.359375 Penalty: 3319.888428
	Iteration 6Q: 3 clusters Score -91398.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -91426.500000 Penalty: 3319.888428
	Iteration 7Q: 3 clusters Score -91426.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -91435.867188 Penalty: 3319.888428
	Iteration 8Q: 3 clusters Score -91435.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -91441.007812 Penalty: 3319.888428
	Iteration 9Q: 3 clusters Score -91441.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -91448.148438 Penalty: 3319.888428
	Iteration 10Q: 3 clusters Score -91448.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -91449.546875 Penalty: 3319.888428
	Iteration 11Q: 3 clusters Score -91449.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -91449.546875 Penalty: 3319.888428
	Iteration 12F: 3 clusters Score -91449.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 799 members 
Mstep: Class 4 contains 131615 members 
Mstep: Class 5 contains 190 members 
Mstep: Class 6 contains 3847 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 16153 members 
Mstep: Class 9 contains 109060 members 
Mstep: Class 10 contains 1016 members 
Mstep: Class 11 contains 18065 members 
Mstep: Class 12 contains 26540 members 
Mstep: Class 13 contains 21024 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17702 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 69021 members 
Mstep: Class 19 contains 8122 members 
Mstep: Class 20 contains 128360 members 
Mstep: Class 21 contains 19927 members 
Mstep: Class 22 contains 173324 members 
Mstep: Class 23 contains 176955 members 
Mstep: Class 24 contains 617 members 
Entering Unmasked Estep 
Score: -132675440.000000 Penalty: 81993.640625
Splitting cluster 5 changes total score from -132676488.000000 to -132675440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (3847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Entering Unmasked Estep 
Score: -530120.375000 Penalty: 2047.252075
	Iteration 0F: 2 clusters Score -530120.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -526327.125000 Penalty: 4094.504150
	Iteration 0F: 3 clusters Score -526327.1 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -527249.500000 Penalty: 4094.504150
	Iteration 1F: 3 clusters Score -527249.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -527500.937500 Penalty: 4094.504150
	Iteration 2F: 3 clusters Score -527500.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -527677.812500 Penalty: 4094.504150
	Iteration 3F: 3 clusters Score -527677.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -527793.500000 Penalty: 4094.504150
	Iteration 4Q: 3 clusters Score -527793.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -527893.750000 Penalty: 4094.504150
	Iteration 5Q: 3 clusters Score -527893.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -527983.750000 Penalty: 4094.504150
	Iteration 6Q: 3 clusters Score -527983.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -528071.937500 Penalty: 4094.504150
	Iteration 7Q: 3 clusters Score -528071.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -528157.687500 Penalty: 4094.504150
	Iteration 8Q: 3 clusters Score -528157.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -528234.125000 Penalty: 4094.504150
	Iteration 9Q: 3 clusters Score -528234.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -528307.000000 Penalty: 4094.504150
	Iteration 10Q: 3 clusters Score -528307 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -528374.687500 Penalty: 4094.504150
	Iteration 11Q: 3 clusters Score -528374.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -528441.500000 Penalty: 4094.504150
	Iteration 12Q: 3 clusters Score -528441.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -528479.312500 Penalty: 4094.504150
	Iteration 13Q: 3 clusters Score -528479.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -528512.562500 Penalty: 4094.504150
	Iteration 14Q: 3 clusters Score -528512.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -528541.312500 Penalty: 4094.504150
	Iteration 15Q: 3 clusters Score -528541.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -528578.875000 Penalty: 4094.504150
	Iteration 16Q: 3 clusters Score -528578.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -528604.750000 Penalty: 4094.504150
	Iteration 17Q: 3 clusters Score -528604.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -528624.437500 Penalty: 4094.504150
	Iteration 18Q: 3 clusters Score -528624.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -528645.937500 Penalty: 4094.504150
	Iteration 19Q: 3 clusters Score -528645.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -528667.687500 Penalty: 4094.504150
	Iteration 20F: 3 clusters Score -528667.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -528684.250000 Penalty: 4094.504150
	Iteration 21Q: 3 clusters Score -528684.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -528706.875000 Penalty: 4094.504150
	Iteration 22Q: 3 clusters Score -528706.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -528727.062500 Penalty: 4094.504150
	Iteration 23Q: 3 clusters Score -528727.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -528742.500000 Penalty: 4094.504150
	Iteration 24Q: 3 clusters Score -528742.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -528749.312500 Penalty: 4094.504150
	Iteration 25Q: 3 clusters Score -528749.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -528756.687500 Penalty: 4094.504150
	Iteration 26Q: 3 clusters Score -528756.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -528759.875000 Penalty: 4094.504150
	Iteration 27Q: 3 clusters Score -528759.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -528762.250000 Penalty: 4094.504150
	Iteration 28Q: 3 clusters Score -528762.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -528763.187500 Penalty: 4094.504150
	Iteration 29Q: 3 clusters Score -528763.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -528763.375000 Penalty: 4094.504150
	Iteration 30Q: 3 clusters Score -528763.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -528764.562500 Penalty: 4094.504150
	Iteration 31Q: 3 clusters Score -528764.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -528765.937500 Penalty: 4094.504150
	Iteration 32Q: 3 clusters Score -528765.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -528765.937500 Penalty: 4094.504150
	Iteration 33F: 3 clusters Score -528765.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -32994.925781 Penalty: 1433.624390
	Iteration 0F: 2 clusters Score -32994.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -31770.285156 Penalty: 2867.248779
	Iteration 0F: 3 clusters Score -31770.29 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -32035.275391 Penalty: 2867.248779
	Iteration 1F: 3 clusters Score -32035.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -32135.955078 Penalty: 2867.248779
	Iteration 2F: 3 clusters Score -32135.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32239.224609 Penalty: 2867.248779
	Iteration 3Q: 3 clusters Score -32239.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -32274.425781 Penalty: 2867.248779
	Iteration 4Q: 3 clusters Score -32274.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -32309.302734 Penalty: 2867.248779
	Iteration 5Q: 3 clusters Score -32309.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -32334.529297 Penalty: 2867.248779
	Iteration 6Q: 3 clusters Score -32334.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -32334.529297 Penalty: 2867.248779
	Iteration 7F: 3 clusters Score -32334.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Entering Unmasked Estep 
Score: -2319261.500000 Penalty: 2403.085693
	Iteration 0F: 2 clusters Score -2319262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -2307640.250000 Penalty: 4806.171387
	Iteration 0F: 3 clusters Score -2307640 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -2311413.750000 Penalty: 4806.171387
	Iteration 1F: 3 clusters Score -2311414 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -2311744.500000 Penalty: 4806.171387
	Iteration 2F: 3 clusters Score -2311744 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2312023.250000 Penalty: 4806.171387
	Iteration 3Q: 3 clusters Score -2312023 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -2312296.000000 Penalty: 4806.171387
	Iteration 4Q: 3 clusters Score -2312296 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2312601.000000 Penalty: 4806.171387
	Iteration 5Q: 3 clusters Score -2312601 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2312988.250000 Penalty: 4806.171387
	Iteration 6Q: 3 clusters Score -2312988 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2313530.500000 Penalty: 4806.171387
	Iteration 7F: 3 clusters Score -2313530 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2314187.500000 Penalty: 4806.171387
	Iteration 8F: 3 clusters Score -2314188 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -2314977.750000 Penalty: 4806.171387
	Iteration 9F: 3 clusters Score -2314978 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -2315758.000000 Penalty: 4806.171387
	Iteration 10F: 3 clusters Score -2315758 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -2316385.500000 Penalty: 4806.171387
	Iteration 11Q: 3 clusters Score -2316386 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -2316787.000000 Penalty: 4806.171387
	Iteration 12Q: 3 clusters Score -2316787 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -2316966.500000 Penalty: 4806.171387
	Iteration 13Q: 3 clusters Score -2316966 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -2317091.250000 Penalty: 4806.171387
	Iteration 14Q: 3 clusters Score -2317091 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -2317169.000000 Penalty: 4806.171387
	Iteration 15Q: 3 clusters Score -2317169 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -2317208.750000 Penalty: 4806.171387
	Iteration 16Q: 3 clusters Score -2317209 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -2317247.000000 Penalty: 4806.171387
	Iteration 17Q: 3 clusters Score -2317247 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -2317269.750000 Penalty: 4806.171387
	Iteration 18Q: 3 clusters Score -2317270 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -2317289.750000 Penalty: 4806.171387
	Iteration 19Q: 3 clusters Score -2317290 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -2317313.250000 Penalty: 4806.171387
	Iteration 20F: 3 clusters Score -2317313 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -2317326.000000 Penalty: 4806.171387
	Iteration 21Q: 3 clusters Score -2317326 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -2317338.250000 Penalty: 4806.171387
	Iteration 22Q: 3 clusters Score -2317338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -2317347.250000 Penalty: 4806.171387
	Iteration 23Q: 3 clusters Score -2317347 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -2317347.250000 Penalty: 4806.171387
	Iteration 24Q: 3 clusters Score -2317347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -2317355.750000 Penalty: 4806.171387
	Iteration 25Q: 3 clusters Score -2317356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -2317364.000000 Penalty: 4806.171387
	Iteration 26Q: 3 clusters Score -2317364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -2317374.250000 Penalty: 4806.171387
	Iteration 27Q: 3 clusters Score -2317374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -2317372.250000 Penalty: 4806.171387
	Iteration 28Q: 3 clusters Score -2317372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2317377.250000 Penalty: 4806.171387
	Iteration 29Q: 3 clusters Score -2317377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2317373.000000 Penalty: 4806.171387
	Iteration 30Q: 3 clusters Score -2317373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -2317376.750000 Penalty: 4806.171387
	Iteration 31Q: 3 clusters Score -2317377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -2317382.250000 Penalty: 4806.171387
	Iteration 32Q: 3 clusters Score -2317382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -2317382.500000 Penalty: 4806.171387
	Iteration 33Q: 3 clusters Score -2317382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -2317386.500000 Penalty: 4806.171387
	Iteration 34Q: 3 clusters Score -2317386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -2317383.250000 Penalty: 4806.171387
	Iteration 35Q: 3 clusters Score -2317383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -2317385.750000 Penalty: 4806.171387
	Iteration 36Q: 3 clusters Score -2317386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -2317388.000000 Penalty: 4806.171387
	Iteration 37Q: 3 clusters Score -2317388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -2317389.750000 Penalty: 4806.171387
	Iteration 38Q: 3 clusters Score -2317390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -2317389.750000 Penalty: 4806.171387
	Iteration 39Q: 3 clusters Score -2317390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -2317393.250000 Penalty: 4806.171387
	Iteration 40F: 3 clusters Score -2317393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -2317400.500000 Penalty: 4806.171387
	Iteration 41Q: 3 clusters Score -2317400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2317403.000000 Penalty: 4806.171387
	Iteration 42Q: 3 clusters Score -2317403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -2317401.750000 Penalty: 4806.171387
	Iteration 43Q: 3 clusters Score -2317402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -2317403.750000 Penalty: 4806.171387
	Iteration 44Q: 3 clusters Score -2317404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -2317405.750000 Penalty: 4806.171387
	Iteration 45Q: 3 clusters Score -2317406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -2317400.500000 Penalty: 4806.171387
	Iteration 46Q: 3 clusters Score -2317400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -2317403.500000 Penalty: 4806.171387
	Iteration 47Q: 3 clusters Score -2317404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -2317404.000000 Penalty: 4806.171387
	Iteration 48Q: 3 clusters Score -2317404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -2317403.000000 Penalty: 4806.171387
	Iteration 49Q: 3 clusters Score -2317403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -2317402.250000 Penalty: 4806.171387
	Iteration 50Q: 3 clusters Score -2317402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2317404.500000 Penalty: 4806.171387
	Iteration 51Q: 3 clusters Score -2317404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -2317405.500000 Penalty: 4806.171387
	Iteration 52Q: 3 clusters Score -2317406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -2317404.500000 Penalty: 4806.171387
	Iteration 53Q: 3 clusters Score -2317404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -2317405.500000 Penalty: 4806.171387
	Iteration 54Q: 3 clusters Score -2317406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -2317405.500000 Penalty: 4806.171387
	Iteration 55F: 3 clusters Score -2317406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (109060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109060 members 
Entering Unmasked Estep 
Score: -15342937.000000 Penalty: 2876.714111
	Iteration 0F: 2 clusters Score -1.534294e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54473 members 
Mstep: Class 2 contains 54587 members 
Entering Unmasked Estep 
Score: -15271478.000000 Penalty: 5753.428223
	Iteration 0F: 3 clusters Score -1.527148e+07 nChanged 51506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53503 members 
Mstep: Class 2 contains 55557 members 
Entering Unmasked Estep 
Score: -15301104.000000 Penalty: 5753.428223
	Iteration 1F: 3 clusters Score -1.53011e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53269 members 
Mstep: Class 2 contains 55791 members 
Entering Unmasked Estep 
Score: -15301882.000000 Penalty: 5753.428223
	Iteration 2Q: 3 clusters Score -1.530188e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52959 members 
Mstep: Class 2 contains 56101 members 
Entering Unmasked Estep 
Score: -15302920.000000 Penalty: 5753.428223
	Iteration 3Q: 3 clusters Score -1.530292e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52475 members 
Mstep: Class 2 contains 56585 members 
Entering Unmasked Estep 
Score: -15304211.000000 Penalty: 5753.428223
	Iteration 4Q: 3 clusters Score -1.530421e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51797 members 
Mstep: Class 2 contains 57263 members 
Entering Unmasked Estep 
Score: -15305656.000000 Penalty: 5753.428223
	Iteration 5Q: 3 clusters Score -1.530566e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50870 members 
Mstep: Class 2 contains 58190 members 
Entering Unmasked Estep 
Score: -15307548.000000 Penalty: 5753.428223
	Iteration 6Q: 3 clusters Score -1.530755e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49671 members 
Mstep: Class 2 contains 59389 members 
Entering Unmasked Estep 
Score: -15309930.000000 Penalty: 5753.428223
	Iteration 7Q: 3 clusters Score -1.530993e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48358 members 
Mstep: Class 2 contains 60702 members 
Entering Unmasked Estep 
Score: -15313002.000000 Penalty: 5753.428223
	Iteration 8F: 3 clusters Score -1.5313e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46977 members 
Mstep: Class 2 contains 62083 members 
Entering Unmasked Estep 
Score: -15316539.000000 Penalty: 5753.428223
	Iteration 9F: 3 clusters Score -1.531654e+07 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45695 members 
Mstep: Class 2 contains 63365 members 
Entering Unmasked Estep 
Score: -15320402.000000 Penalty: 5753.428223
	Iteration 10F: 3 clusters Score -1.53204e+07 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44696 members 
Mstep: Class 2 contains 64364 members 
Entering Unmasked Estep 
Score: -15323602.000000 Penalty: 5753.428223
	Iteration 11F: 3 clusters Score -1.53236e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44038 members 
Mstep: Class 2 contains 65022 members 
Entering Unmasked Estep 
Score: -15325568.000000 Penalty: 5753.428223
	Iteration 12Q: 3 clusters Score -1.532557e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43526 members 
Mstep: Class 2 contains 65534 members 
Entering Unmasked Estep 
Score: -15326367.000000 Penalty: 5753.428223
	Iteration 13Q: 3 clusters Score -1.532637e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43062 members 
Mstep: Class 2 contains 65998 members 
Entering Unmasked Estep 
Score: -15326758.000000 Penalty: 5753.428223
	Iteration 14Q: 3 clusters Score -1.532676e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42582 members 
Mstep: Class 2 contains 66478 members 
Entering Unmasked Estep 
Score: -15326951.000000 Penalty: 5753.428223
	Iteration 15Q: 3 clusters Score -1.532695e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42079 members 
Mstep: Class 2 contains 66981 members 
Entering Unmasked Estep 
Score: -15326990.000000 Penalty: 5753.428223
	Iteration 16Q: 3 clusters Score -1.532699e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 67513 members 
Entering Unmasked Estep 
Score: -15327140.000000 Penalty: 5753.428223
	Iteration 17Q: 3 clusters Score -1.532714e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41010 members 
Mstep: Class 2 contains 68050 members 
Entering Unmasked Estep 
Score: -15327289.000000 Penalty: 5753.428223
	Iteration 18Q: 3 clusters Score -1.532729e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 68575 members 
Entering Unmasked Estep 
Score: -15327414.000000 Penalty: 5753.428223
	Iteration 19Q: 3 clusters Score -1.532741e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 69159 members 
Entering Unmasked Estep 
Score: -15327469.000000 Penalty: 5753.428223
	Iteration 20F: 3 clusters Score -1.532747e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39259 members 
Mstep: Class 2 contains 69801 members 
Entering Unmasked Estep 
Score: -15327590.000000 Penalty: 5753.428223
	Iteration 21Q: 3 clusters Score -1.532759e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 70450 members 
Entering Unmasked Estep 
Score: -15327679.000000 Penalty: 5753.428223
	Iteration 22Q: 3 clusters Score -1.532768e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 71126 members 
Entering Unmasked Estep 
Score: -15327888.000000 Penalty: 5753.428223
	Iteration 23Q: 3 clusters Score -1.532789e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 71864 members 
Entering Unmasked Estep 
Score: -15328034.000000 Penalty: 5753.428223
	Iteration 24Q: 3 clusters Score -1.532803e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 72632 members 
Entering Unmasked Estep 
Score: -15328234.000000 Penalty: 5753.428223
	Iteration 25Q: 3 clusters Score -1.532823e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 73466 members 
Entering Unmasked Estep 
Score: -15328361.000000 Penalty: 5753.428223
	Iteration 26Q: 3 clusters Score -1.532836e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 74401 members 
Entering Unmasked Estep 
Score: -15328616.000000 Penalty: 5753.428223
	Iteration 27Q: 3 clusters Score -1.532862e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 75426 members 
Entering Unmasked Estep 
Score: -15328895.000000 Penalty: 5753.428223
	Iteration 28Q: 3 clusters Score -1.53289e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 76507 members 
Entering Unmasked Estep 
Score: -15329144.000000 Penalty: 5753.428223
	Iteration 29Q: 3 clusters Score -1.532914e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 77687 members 
Entering Unmasked Estep 
Score: -15329392.000000 Penalty: 5753.428223
	Iteration 30Q: 3 clusters Score -1.532939e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 78907 members 
Entering Unmasked Estep 
Score: -15329636.000000 Penalty: 5753.428223
	Iteration 31Q: 3 clusters Score -1.532964e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 80188 members 
Entering Unmasked Estep 
Score: -15329962.000000 Penalty: 5753.428223
	Iteration 32Q: 3 clusters Score -1.532996e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 81511 members 
Entering Unmasked Estep 
Score: -15330313.000000 Penalty: 5753.428223
	Iteration 33Q: 3 clusters Score -1.533031e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 82932 members 
Entering Unmasked Estep 
Score: -15330778.000000 Penalty: 5753.428223
	Iteration 34Q: 3 clusters Score -1.533078e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 84404 members 
Entering Unmasked Estep 
Score: -15331190.000000 Penalty: 5753.428223
	Iteration 35Q: 3 clusters Score -1.533119e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 85873 members 
Entering Unmasked Estep 
Score: -15331624.000000 Penalty: 5753.428223
	Iteration 36Q: 3 clusters Score -1.533162e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 87346 members 
Entering Unmasked Estep 
Score: -15332146.000000 Penalty: 5753.428223
	Iteration 37Q: 3 clusters Score -1.533215e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 88841 members 
Entering Unmasked Estep 
Score: -15332562.000000 Penalty: 5753.428223
	Iteration 38Q: 3 clusters Score -1.533256e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 90320 members 
Entering Unmasked Estep 
Score: -15333008.000000 Penalty: 5753.428223
	Iteration 39Q: 3 clusters Score -1.533301e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 91834 members 
Entering Unmasked Estep 
Score: -15333566.000000 Penalty: 5753.428223
	Iteration 40F: 3 clusters Score -1.533357e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 93270 members 
Entering Unmasked Estep 
Score: -15334030.000000 Penalty: 5753.428223
	Iteration 41Q: 3 clusters Score -1.533403e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 94668 members 
Entering Unmasked Estep 
Score: -15334539.000000 Penalty: 5753.428223
	Iteration 42Q: 3 clusters Score -1.533454e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 96010 members 
Entering Unmasked Estep 
Score: -15334999.000000 Penalty: 5753.428223
	Iteration 43Q: 3 clusters Score -1.5335e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 97303 members 
Entering Unmasked Estep 
Score: -15335578.000000 Penalty: 5753.428223
	Iteration 44Q: 3 clusters Score -1.533558e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 98592 members 
Entering Unmasked Estep 
Score: -15336143.000000 Penalty: 5753.428223
	Iteration 45Q: 3 clusters Score -1.533614e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 99800 members 
Entering Unmasked Estep 
Score: -15336657.000000 Penalty: 5753.428223
	Iteration 46Q: 3 clusters Score -1.533666e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 100950 members 
Entering Unmasked Estep 
Score: -15337183.000000 Penalty: 5753.428223
	Iteration 47Q: 3 clusters Score -1.533718e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 102059 members 
Entering Unmasked Estep 
Score: -15337679.000000 Penalty: 5753.428223
	Iteration 48Q: 3 clusters Score -1.533768e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 103039 members 
Entering Unmasked Estep 
Score: -15338111.000000 Penalty: 5753.428223
	Iteration 49Q: 3 clusters Score -1.533811e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 103903 members 
Entering Unmasked Estep 
Score: -15338568.000000 Penalty: 5753.428223
	Iteration 50Q: 3 clusters Score -1.533857e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 104601 members 
Entering Unmasked Estep 
Score: -15338877.000000 Penalty: 5753.428223
	Iteration 51Q: 3 clusters Score -1.533888e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 105222 members 
Entering Unmasked Estep 
Score: -15339179.000000 Penalty: 5753.428223
	Iteration 52Q: 3 clusters Score -1.533918e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 105719 members 
Entering Unmasked Estep 
Score: -15339389.000000 Penalty: 5753.428223
	Iteration 53Q: 3 clusters Score -1.533939e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 106147 members 
Entering Unmasked Estep 
Score: -15339583.000000 Penalty: 5753.428223
	Iteration 54Q: 3 clusters Score -1.533958e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 106495 members 
Entering Unmasked Estep 
Score: -15339750.000000 Penalty: 5753.428223
	Iteration 55Q: 3 clusters Score -1.533975e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 106776 members 
Entering Unmasked Estep 
Score: -15339879.000000 Penalty: 5753.428223
	Iteration 56Q: 3 clusters Score -1.533988e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 107023 members 
Entering Unmasked Estep 
Score: -15340038.000000 Penalty: 5753.428223
	Iteration 57Q: 3 clusters Score -1.534004e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 107224 members 
Entering Unmasked Estep 
Score: -15340147.000000 Penalty: 5753.428223
	Iteration 58Q: 3 clusters Score -1.534015e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 107381 members 
Entering Unmasked Estep 
Score: -15340227.000000 Penalty: 5753.428223
	Iteration 59Q: 3 clusters Score -1.534023e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 107497 members 
Entering Unmasked Estep 
Score: -15340272.000000 Penalty: 5753.428223
	Iteration 60F: 3 clusters Score -1.534027e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 107571 members 
Entering Unmasked Estep 
Score: -15340309.000000 Penalty: 5753.428223
	Iteration 61Q: 3 clusters Score -1.534031e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 107634 members 
Entering Unmasked Estep 
Score: -15340313.000000 Penalty: 5753.428223
	Iteration 62Q: 3 clusters Score -1.534031e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 107685 members 
Entering Unmasked Estep 
Score: -15340344.000000 Penalty: 5753.428223
	Iteration 63Q: 3 clusters Score -1.534034e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 107728 members 
Entering Unmasked Estep 
Score: -15340342.000000 Penalty: 5753.428223
	Iteration 64Q: 3 clusters Score -1.534034e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 107776 members 
Entering Unmasked Estep 
Score: -15340360.000000 Penalty: 5753.428223
	Iteration 65Q: 3 clusters Score -1.534036e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 107815 members 
Entering Unmasked Estep 
Score: -15340393.000000 Penalty: 5753.428223
	Iteration 66Q: 3 clusters Score -1.534039e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 107860 members 
Entering Unmasked Estep 
Score: -15340440.000000 Penalty: 5753.428223
	Iteration 67Q: 3 clusters Score -1.534044e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 107895 members 
Entering Unmasked Estep 
Score: -15340432.000000 Penalty: 5753.428223
	Iteration 68Q: 3 clusters Score -1.534043e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 107928 members 
Entering Unmasked Estep 
Score: -15340441.000000 Penalty: 5753.428223
	Iteration 69Q: 3 clusters Score -1.534044e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 107949 members 
Entering Unmasked Estep 
Score: -15340463.000000 Penalty: 5753.428223
	Iteration 70Q: 3 clusters Score -1.534046e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 107974 members 
Entering Unmasked Estep 
Score: -15340471.000000 Penalty: 5753.428223
	Iteration 71Q: 3 clusters Score -1.534047e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 107992 members 
Entering Unmasked Estep 
Score: -15340490.000000 Penalty: 5753.428223
	Iteration 72Q: 3 clusters Score -1.534049e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 108004 members 
Entering Unmasked Estep 
Score: -15340493.000000 Penalty: 5753.428223
	Iteration 73Q: 3 clusters Score -1.534049e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 108016 members 
Entering Unmasked Estep 
Score: -15340499.000000 Penalty: 5753.428223
	Iteration 74Q: 3 clusters Score -1.53405e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 108021 members 
Entering Unmasked Estep 
Score: -15340504.000000 Penalty: 5753.428223
	Iteration 75Q: 3 clusters Score -1.53405e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 108032 members 
Entering Unmasked Estep 
Score: -15340502.000000 Penalty: 5753.428223
	Iteration 76Q: 3 clusters Score -1.53405e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 108047 members 
Entering Unmasked Estep 
Score: -15340513.000000 Penalty: 5753.428223
	Iteration 77Q: 3 clusters Score -1.534051e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 108060 members 
Entering Unmasked Estep 
Score: -15340529.000000 Penalty: 5753.428223
	Iteration 78Q: 3 clusters Score -1.534053e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 108074 members 
Entering Unmasked Estep 
Score: -15340521.000000 Penalty: 5753.428223
	Iteration 79Q: 3 clusters Score -1.534052e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 108086 members 
Entering Unmasked Estep 
Score: -15340534.000000 Penalty: 5753.428223
	Iteration 80F: 3 clusters Score -1.534053e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 108095 members 
Entering Unmasked Estep 
Score: -15340533.000000 Penalty: 5753.428223
	Iteration 81Q: 3 clusters Score -1.534053e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 108100 members 
Entering Unmasked Estep 
Score: -15340533.000000 Penalty: 5753.428223
	Iteration 82Q: 3 clusters Score -1.534053e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 108102 members 
Entering Unmasked Estep 
Score: -15340543.000000 Penalty: 5753.428223
	Iteration 83Q: 3 clusters Score -1.534054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 108103 members 
Entering Unmasked Estep 
Score: -15340544.000000 Penalty: 5753.428223
	Iteration 84Q: 3 clusters Score -1.534054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 108104 members 
Entering Unmasked Estep 
Score: -15340547.000000 Penalty: 5753.428223
	Iteration 85Q: 3 clusters Score -1.534055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 108102 members 
Entering Unmasked Estep 
Score: -15340547.000000 Penalty: 5753.428223
	Iteration 86Q: 3 clusters Score -1.534055e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 108103 members 
Entering Unmasked Estep 
Score: -15340551.000000 Penalty: 5753.428223
	Iteration 87Q: 3 clusters Score -1.534055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 108106 members 
Entering Unmasked Estep 
Score: -15340557.000000 Penalty: 5753.428223
	Iteration 88Q: 3 clusters Score -1.534056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 108107 members 
Entering Unmasked Estep 
Score: -15340555.000000 Penalty: 5753.428223
	Iteration 89Q: 3 clusters Score -1.534056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 108108 members 
Entering Unmasked Estep 
Score: -15340559.000000 Penalty: 5753.428223
	Iteration 90Q: 3 clusters Score -1.534056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 108112 members 
Entering Unmasked Estep 
Score: -15340552.000000 Penalty: 5753.428223
	Iteration 91Q: 3 clusters Score -1.534055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 108117 members 
Entering Unmasked Estep 
Score: -15340547.000000 Penalty: 5753.428223
	Iteration 92Q: 3 clusters Score -1.534055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 108119 members 
Entering Unmasked Estep 
Score: -15340544.000000 Penalty: 5753.428223
	Iteration 93Q: 3 clusters Score -1.534054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 108118 members 
Entering Unmasked Estep 
Score: -15340545.000000 Penalty: 5753.428223
	Iteration 94Q: 3 clusters Score -1.534054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 108119 members 
Entering Unmasked Estep 
Score: -15340552.000000 Penalty: 5753.428223
	Iteration 95Q: 3 clusters Score -1.534055e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 108119 members 
Entering Unmasked Estep 
Score: -15340552.000000 Penalty: 5753.428223
	Iteration 96F: 3 clusters Score -1.534055e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Entering Unmasked Estep 
Score: -135160.718750 Penalty: 1717.059937
	Iteration 0F: 2 clusters Score -135160.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -133216.234375 Penalty: 3434.119873
	Iteration 0F: 3 clusters Score -133216.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -133459.312500 Penalty: 3434.119873
	Iteration 1F: 3 clusters Score -133459.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -133546.734375 Penalty: 3434.119873
	Iteration 2F: 3 clusters Score -133546.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -133595.515625 Penalty: 3434.119873
	Iteration 3Q: 3 clusters Score -133595.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -133644.250000 Penalty: 3434.119873
	Iteration 4Q: 3 clusters Score -133644.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -133676.156250 Penalty: 3434.119873
	Iteration 5Q: 3 clusters Score -133676.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -133701.734375 Penalty: 3434.119873
	Iteration 6Q: 3 clusters Score -133701.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -133714.609375 Penalty: 3434.119873
	Iteration 7Q: 3 clusters Score -133714.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -133725.625000 Penalty: 3434.119873
	Iteration 8Q: 3 clusters Score -133725.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -133732.765625 Penalty: 3434.119873
	Iteration 9Q: 3 clusters Score -133732.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -133743.140625 Penalty: 3434.119873
	Iteration 10Q: 3 clusters Score -133743.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -133750.921875 Penalty: 3434.119873
	Iteration 11Q: 3 clusters Score -133750.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -133758.296875 Penalty: 3434.119873
	Iteration 12Q: 3 clusters Score -133758.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -133768.109375 Penalty: 3434.119873
	Iteration 13Q: 3 clusters Score -133768.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -133774.265625 Penalty: 3434.119873
	Iteration 14Q: 3 clusters Score -133774.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -133780.656250 Penalty: 3434.119873
	Iteration 15Q: 3 clusters Score -133780.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -133786.156250 Penalty: 3434.119873
	Iteration 16Q: 3 clusters Score -133786.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -133793.078125 Penalty: 3434.119873
	Iteration 17Q: 3 clusters Score -133793.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -133799.875000 Penalty: 3434.119873
	Iteration 18Q: 3 clusters Score -133799.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -133807.781250 Penalty: 3434.119873
	Iteration 19Q: 3 clusters Score -133807.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -133809.328125 Penalty: 3434.119873
	Iteration 20F: 3 clusters Score -133809.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -133811.625000 Penalty: 3434.119873
	Iteration 21Q: 3 clusters Score -133811.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -133814.500000 Penalty: 3434.119873
	Iteration 22Q: 3 clusters Score -133814.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -133817.000000 Penalty: 3434.119873
	Iteration 23Q: 3 clusters Score -133817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -133818.218750 Penalty: 3434.119873
	Iteration 24Q: 3 clusters Score -133818.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -133820.468750 Penalty: 3434.119873
	Iteration 25Q: 3 clusters Score -133820.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -133821.218750 Penalty: 3434.119873
	Iteration 26Q: 3 clusters Score -133821.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -133822.593750 Penalty: 3434.119873
	Iteration 27Q: 3 clusters Score -133822.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -133822.593750 Penalty: 3434.119873
	Iteration 28F: 3 clusters Score -133822.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Entering Unmasked Estep 
Score: -2563576.750000 Penalty: 2430.829590
	Iteration 0F: 2 clusters Score -2563577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -2550634.500000 Penalty: 4861.659180
	Iteration 0F: 3 clusters Score -2550634 nChanged 8004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2554814.000000 Penalty: 4861.659180
	Iteration 1F: 3 clusters Score -2554814 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -2555239.000000 Penalty: 4861.659180
	Iteration 2F: 3 clusters Score -2555239 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -2555593.250000 Penalty: 4861.659180
	Iteration 3F: 3 clusters Score -2555593 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -2555860.500000 Penalty: 4861.659180
	Iteration 4Q: 3 clusters Score -2555860 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -2556126.750000 Penalty: 4861.659180
	Iteration 5Q: 3 clusters Score -2556127 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -2556452.750000 Penalty: 4861.659180
	Iteration 6Q: 3 clusters Score -2556453 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -2556842.500000 Penalty: 4861.659180
	Iteration 7Q: 3 clusters Score -2556842 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -2557321.500000 Penalty: 4861.659180
	Iteration 8Q: 3 clusters Score -2557322 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -2557884.500000 Penalty: 4861.659180
	Iteration 9Q: 3 clusters Score -2557884 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -2558506.000000 Penalty: 4861.659180
	Iteration 10F: 3 clusters Score -2558506 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -2559163.500000 Penalty: 4861.659180
	Iteration 11Q: 3 clusters Score -2559164 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2559785.250000 Penalty: 4861.659180
	Iteration 12Q: 3 clusters Score -2559785 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -2560296.250000 Penalty: 4861.659180
	Iteration 13Q: 3 clusters Score -2560296 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -2560704.500000 Penalty: 4861.659180
	Iteration 14Q: 3 clusters Score -2560704 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -2560963.250000 Penalty: 4861.659180
	Iteration 15Q: 3 clusters Score -2560963 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -2561140.500000 Penalty: 4861.659180
	Iteration 16Q: 3 clusters Score -2561140 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -2561237.500000 Penalty: 4861.659180
	Iteration 17Q: 3 clusters Score -2561238 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -2561307.750000 Penalty: 4861.659180
	Iteration 18Q: 3 clusters Score -2561308 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -2561360.250000 Penalty: 4861.659180
	Iteration 19Q: 3 clusters Score -2561360 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -2561403.750000 Penalty: 4861.659180
	Iteration 20F: 3 clusters Score -2561404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -2561434.000000 Penalty: 4861.659180
	Iteration 21Q: 3 clusters Score -2561434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -2561453.000000 Penalty: 4861.659180
	Iteration 22Q: 3 clusters Score -2561453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -2561458.250000 Penalty: 4861.659180
	Iteration 23Q: 3 clusters Score -2561458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -2561467.750000 Penalty: 4861.659180
	Iteration 24Q: 3 clusters Score -2561468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -2561467.250000 Penalty: 4861.659180
	Iteration 25Q: 3 clusters Score -2561467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -2561470.250000 Penalty: 4861.659180
	Iteration 26Q: 3 clusters Score -2561470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -2561470.250000 Penalty: 4861.659180
	Iteration 27F: 3 clusters Score -2561470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Entering Unmasked Estep 
Score: -3604413.000000 Penalty: 2526.229248
	Iteration 0F: 2 clusters Score -3604413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -3586063.250000 Penalty: 5052.458496
	Iteration 0F: 3 clusters Score -3586063 nChanged 11913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -3592846.750000 Penalty: 5052.458496
	Iteration 1F: 3 clusters Score -3592847 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -3593884.250000 Penalty: 5052.458496
	Iteration 2F: 3 clusters Score -3593884 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -3595262.000000 Penalty: 5052.458496
	Iteration 3F: 3 clusters Score -3595262 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -3596921.750000 Penalty: 5052.458496
	Iteration 4F: 3 clusters Score -3596922 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -3598608.500000 Penalty: 5052.458496
	Iteration 5F: 3 clusters Score -3598608 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -3600100.500000 Penalty: 5052.458496
	Iteration 6F: 3 clusters Score -3600100 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -3601386.250000 Penalty: 5052.458496
	Iteration 7F: 3 clusters Score -3601386 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -3602391.500000 Penalty: 5052.458496
	Iteration 8Q: 3 clusters Score -3602392 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3603118.250000 Penalty: 5052.458496
	Iteration 9Q: 3 clusters Score -3603118 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3603574.250000 Penalty: 5052.458496
	Iteration 10Q: 3 clusters Score -3603574 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3603785.000000 Penalty: 5052.458496
	Iteration 11Q: 3 clusters Score -3603785 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3603910.250000 Penalty: 5052.458496
	Iteration 12Q: 3 clusters Score -3603910 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3603967.000000 Penalty: 5052.458496
	Iteration 13Q: 3 clusters Score -3603967 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3604001.750000 Penalty: 5052.458496
	Iteration 14Q: 3 clusters Score -3604002 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3604025.500000 Penalty: 5052.458496
	Iteration 15Q: 3 clusters Score -3604026 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3604036.500000 Penalty: 5052.458496
	Iteration 16Q: 3 clusters Score -3604036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3604040.750000 Penalty: 5052.458496
	Iteration 17Q: 3 clusters Score -3604041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3604043.250000 Penalty: 5052.458496
	Iteration 18Q: 3 clusters Score -3604043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3604044.500000 Penalty: 5052.458496
	Iteration 19Q: 3 clusters Score -3604044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3604051.500000 Penalty: 5052.458496
	Iteration 20F: 3 clusters Score -3604052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3604044.500000 Penalty: 5052.458496
	Iteration 21Q: 3 clusters Score -3604044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3604048.000000 Penalty: 5052.458496
	Iteration 22Q: 3 clusters Score -3604048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3604048.000000 Penalty: 5052.458496
	Iteration 23F: 3 clusters Score -3604048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Entering Unmasked Estep 
Score: -2975225.500000 Penalty: 2468.447998
	Iteration 0F: 2 clusters Score -2975226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -2960652.500000 Penalty: 4936.895996
	Iteration 0F: 3 clusters Score -2960652 nChanged 9212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -2965657.500000 Penalty: 4936.895996
	Iteration 1F: 3 clusters Score -2965658 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2966108.500000 Penalty: 4936.895996
	Iteration 2F: 3 clusters Score -2966108 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2966517.250000 Penalty: 4936.895996
	Iteration 3Q: 3 clusters Score -2966517 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2966973.750000 Penalty: 4936.895996
	Iteration 4Q: 3 clusters Score -2966974 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -2967467.500000 Penalty: 4936.895996
	Iteration 5Q: 3 clusters Score -2967468 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -2968131.750000 Penalty: 4936.895996
	Iteration 6F: 3 clusters Score -2968132 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2968962.250000 Penalty: 4936.895996
	Iteration 7F: 3 clusters Score -2968962 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -2969939.000000 Penalty: 4936.895996
	Iteration 8F: 3 clusters Score -2969939 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -2970863.500000 Penalty: 4936.895996
	Iteration 9F: 3 clusters Score -2970864 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -2971522.500000 Penalty: 4936.895996
	Iteration 10Q: 3 clusters Score -2971522 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -2971870.000000 Penalty: 4936.895996
	Iteration 11Q: 3 clusters Score -2971870 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -2972044.000000 Penalty: 4936.895996
	Iteration 12Q: 3 clusters Score -2972044 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -2972163.250000 Penalty: 4936.895996
	Iteration 13Q: 3 clusters Score -2972163 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -2972246.750000 Penalty: 4936.895996
	Iteration 14Q: 3 clusters Score -2972247 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2972299.500000 Penalty: 4936.895996
	Iteration 15Q: 3 clusters Score -2972300 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -2972373.000000 Penalty: 4936.895996
	Iteration 16Q: 3 clusters Score -2972373 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -2972442.250000 Penalty: 4936.895996
	Iteration 17Q: 3 clusters Score -2972442 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2972503.500000 Penalty: 4936.895996
	Iteration 18Q: 3 clusters Score -2972504 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2972559.750000 Penalty: 4936.895996
	Iteration 19Q: 3 clusters Score -2972560 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -2972628.000000 Penalty: 4936.895996
	Iteration 20F: 3 clusters Score -2972628 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2972656.750000 Penalty: 4936.895996
	Iteration 21Q: 3 clusters Score -2972657 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2972699.250000 Penalty: 4936.895996
	Iteration 22Q: 3 clusters Score -2972699 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2972737.500000 Penalty: 4936.895996
	Iteration 23Q: 3 clusters Score -2972738 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2972762.750000 Penalty: 4936.895996
	Iteration 24Q: 3 clusters Score -2972763 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2972792.500000 Penalty: 4936.895996
	Iteration 25Q: 3 clusters Score -2972792 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2972812.250000 Penalty: 4936.895996
	Iteration 26Q: 3 clusters Score -2972812 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2972823.250000 Penalty: 4936.895996
	Iteration 27Q: 3 clusters Score -2972823 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2972853.750000 Penalty: 4936.895996
	Iteration 28Q: 3 clusters Score -2972854 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2972867.750000 Penalty: 4936.895996
	Iteration 29Q: 3 clusters Score -2972868 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2972882.250000 Penalty: 4936.895996
	Iteration 30Q: 3 clusters Score -2972882 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2972903.750000 Penalty: 4936.895996
	Iteration 31Q: 3 clusters Score -2972904 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2972924.250000 Penalty: 4936.895996
	Iteration 32Q: 3 clusters Score -2972924 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2972951.250000 Penalty: 4936.895996
	Iteration 33Q: 3 clusters Score -2972951 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2972982.250000 Penalty: 4936.895996
	Iteration 34Q: 3 clusters Score -2972982 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2973012.250000 Penalty: 4936.895996
	Iteration 35Q: 3 clusters Score -2973012 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2973037.500000 Penalty: 4936.895996
	Iteration 36Q: 3 clusters Score -2973038 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2973067.750000 Penalty: 4936.895996
	Iteration 37Q: 3 clusters Score -2973068 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2973082.750000 Penalty: 4936.895996
	Iteration 38Q: 3 clusters Score -2973083 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2973091.000000 Penalty: 4936.895996
	Iteration 39Q: 3 clusters Score -2973091 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2973098.250000 Penalty: 4936.895996
	Iteration 40F: 3 clusters Score -2973098 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2973114.500000 Penalty: 4936.895996
	Iteration 41Q: 3 clusters Score -2973114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2973112.750000 Penalty: 4936.895996
	Iteration 42Q: 3 clusters Score -2973113 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2973125.750000 Penalty: 4936.895996
	Iteration 43Q: 3 clusters Score -2973126 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2973139.500000 Penalty: 4936.895996
	Iteration 44Q: 3 clusters Score -2973140 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2973158.000000 Penalty: 4936.895996
	Iteration 45Q: 3 clusters Score -2973158 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2973159.500000 Penalty: 4936.895996
	Iteration 46Q: 3 clusters Score -2973160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2973169.500000 Penalty: 4936.895996
	Iteration 47Q: 3 clusters Score -2973170 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2973183.500000 Penalty: 4936.895996
	Iteration 48Q: 3 clusters Score -2973184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2973182.250000 Penalty: 4936.895996
	Iteration 49Q: 3 clusters Score -2973182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2973191.250000 Penalty: 4936.895996
	Iteration 50Q: 3 clusters Score -2973191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2973191.500000 Penalty: 4936.895996
	Iteration 51Q: 3 clusters Score -2973192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2973196.000000 Penalty: 4936.895996
	Iteration 52Q: 3 clusters Score -2973196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2973198.500000 Penalty: 4936.895996
	Iteration 53Q: 3 clusters Score -2973198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2973204.250000 Penalty: 4936.895996
	Iteration 54Q: 3 clusters Score -2973204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2973205.250000 Penalty: 4936.895996
	Iteration 55Q: 3 clusters Score -2973205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2973202.250000 Penalty: 4936.895996
	Iteration 56Q: 3 clusters Score -2973202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2973205.750000 Penalty: 4936.895996
	Iteration 57Q: 3 clusters Score -2973206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2973206.750000 Penalty: 4936.895996
	Iteration 58Q: 3 clusters Score -2973207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2973218.250000 Penalty: 4936.895996
	Iteration 59Q: 3 clusters Score -2973218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2973222.750000 Penalty: 4936.895996
	Iteration 60F: 3 clusters Score -2973223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2973225.000000 Penalty: 4936.895996
	Iteration 61Q: 3 clusters Score -2973225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2973224.000000 Penalty: 4936.895996
	Iteration 62Q: 3 clusters Score -2973224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2973227.250000 Penalty: 4936.895996
	Iteration 63Q: 3 clusters Score -2973227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2973234.500000 Penalty: 4936.895996
	Iteration 64Q: 3 clusters Score -2973234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2973240.000000 Penalty: 4936.895996
	Iteration 65Q: 3 clusters Score -2973240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2973235.750000 Penalty: 4936.895996
	Iteration 66Q: 3 clusters Score -2973236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2973242.500000 Penalty: 4936.895996
	Iteration 67Q: 3 clusters Score -2973242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2973246.000000 Penalty: 4936.895996
	Iteration 68Q: 3 clusters Score -2973246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2973253.750000 Penalty: 4936.895996
	Iteration 69Q: 3 clusters Score -2973254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2973256.500000 Penalty: 4936.895996
	Iteration 70Q: 3 clusters Score -2973256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2973257.750000 Penalty: 4936.895996
	Iteration 71Q: 3 clusters Score -2973258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2973255.750000 Penalty: 4936.895996
	Iteration 72Q: 3 clusters Score -2973256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2973253.000000 Penalty: 4936.895996
	Iteration 73Q: 3 clusters Score -2973253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2973256.000000 Penalty: 4936.895996
	Iteration 74Q: 3 clusters Score -2973256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2973256.000000 Penalty: 4936.895996
	Iteration 75F: 3 clusters Score -2973256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -53275.125000 Penalty: 1537.726196
	Iteration 0F: 2 clusters Score -53275.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -51914.441406 Penalty: 3075.452393
	Iteration 0F: 3 clusters Score -51914.44 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -52264.574219 Penalty: 3075.452393
	Iteration 1F: 3 clusters Score -52264.57 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -52378.203125 Penalty: 3075.452393
	Iteration 2F: 3 clusters Score -52378.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -52473.347656 Penalty: 3075.452393
	Iteration 3F: 3 clusters Score -52473.35 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -52639.378906 Penalty: 3075.452393
	Iteration 4Q: 3 clusters Score -52639.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -52909.933594 Penalty: 3075.452393
	Iteration 5F: 3 clusters Score -52909.93 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -53130.882812 Penalty: 3075.452393
	Iteration 6F: 3 clusters Score -53130.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -53222.675781 Penalty: 3075.452393
	Iteration 7Q: 3 clusters Score -53222.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -53292.976562 Penalty: 3075.452393
	Iteration 8Q: 3 clusters Score -53292.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -53396.003906 Penalty: 3075.452393
	Iteration 9Q: 3 clusters Score -53396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -53559.644531 Penalty: 3075.452393
	Iteration 10Q: 3 clusters Score -53559.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -53742.964844 Penalty: 3075.452393
	Iteration 11Q: 3 clusters Score -53742.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -53944.273438 Penalty: 3075.452393
	Iteration 12Q: 3 clusters Score -53944.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -54018.425781 Penalty: 3075.452393
	Iteration 13Q: 3 clusters Score -54018.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -54067.171875 Penalty: 3075.452393
	Iteration 14Q: 3 clusters Score -54067.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -54096.246094 Penalty: 3075.452393
	Iteration 15Q: 3 clusters Score -54096.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -54119.691406 Penalty: 3075.452393
	Iteration 16Q: 3 clusters Score -54119.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -54122.437500 Penalty: 3075.452393
	Iteration 17Q: 3 clusters Score -54122.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -54128.847656 Penalty: 3075.452393
	Iteration 18F: 3 clusters Score -54128.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -54136.121094 Penalty: 3075.452393
	Iteration 19Q: 3 clusters Score -54136.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -54136.121094 Penalty: 3075.452393
	Iteration 20F: 3 clusters Score -54136.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 799 members 
Mstep: Class 4 contains 131615 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3847 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 16153 members 
Mstep: Class 9 contains 109060 members 
Mstep: Class 10 contains 1016 members 
Mstep: Class 11 contains 18065 members 
Mstep: Class 12 contains 26540 members 
Mstep: Class 13 contains 21024 members 
Mstep: Class 14 contains 139 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17702 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 69021 members 
Mstep: Class 19 contains 8122 members 
Mstep: Class 20 contains 128360 members 
Mstep: Class 21 contains 19927 members 
Mstep: Class 22 contains 173324 members 
Mstep: Class 23 contains 176955 members 
Mstep: Class 24 contains 354 members 
Entering Unmasked Estep 
Score: -132675464.000000 Penalty: 81993.640625
Splitting cluster 14 changes total score from -132676488.000000 to -132675464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (1695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Entering Unmasked Estep 
Score: -238785.343750 Penalty: 1843.988647
	Iteration 0F: 2 clusters Score -238785.3 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 852 members 
Entering Unmasked Estep 
Score: -236343.578125 Penalty: 3687.977295
	Iteration 0F: 3 clusters Score -236343.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -236775.453125 Penalty: 3687.977295
	Iteration 1F: 3 clusters Score -236775.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -236891.359375 Penalty: 3687.977295
	Iteration 2F: 3 clusters Score -236891.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -236944.656250 Penalty: 3687.977295
	Iteration 3Q: 3 clusters Score -236944.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -236971.390625 Penalty: 3687.977295
	Iteration 4Q: 3 clusters Score -236971.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -236989.562500 Penalty: 3687.977295
	Iteration 5Q: 3 clusters Score -236989.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -237003.250000 Penalty: 3687.977295
	Iteration 6Q: 3 clusters Score -237003.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -237016.125000 Penalty: 3687.977295
	Iteration 7Q: 3 clusters Score -237016.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -237024.734375 Penalty: 3687.977295
	Iteration 8Q: 3 clusters Score -237024.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -237028.656250 Penalty: 3687.977295
	Iteration 9Q: 3 clusters Score -237028.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -237032.093750 Penalty: 3687.977295
	Iteration 10Q: 3 clusters Score -237032.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -237033.187500 Penalty: 3687.977295
	Iteration 11Q: 3 clusters Score -237033.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -237033.718750 Penalty: 3687.977295
	Iteration 12Q: 3 clusters Score -237033.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -237034.453125 Penalty: 3687.977295
	Iteration 13Q: 3 clusters Score -237034.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -237034.453125 Penalty: 3687.977295
	Iteration 14F: 3 clusters Score -237034.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Entering Unmasked Estep 
Score: -2498547.250000 Penalty: 2425.795410
	Iteration 0F: 2 clusters Score -2498547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -2485884.500000 Penalty: 4851.590820
	Iteration 0F: 3 clusters Score -2485884 nChanged 7740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -2490063.750000 Penalty: 4851.590820
	Iteration 1F: 3 clusters Score -2490064 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -2490495.000000 Penalty: 4851.590820
	Iteration 2F: 3 clusters Score -2490495 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2490890.750000 Penalty: 4851.590820
	Iteration 3F: 3 clusters Score -2490891 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -2491230.000000 Penalty: 4851.590820
	Iteration 4Q: 3 clusters Score -2491230 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -2491552.250000 Penalty: 4851.590820
	Iteration 5Q: 3 clusters Score -2491552 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -2491879.500000 Penalty: 4851.590820
	Iteration 6Q: 3 clusters Score -2491880 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -2492224.250000 Penalty: 4851.590820
	Iteration 7Q: 3 clusters Score -2492224 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -2492687.000000 Penalty: 4851.590820
	Iteration 8Q: 3 clusters Score -2492687 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -2493208.500000 Penalty: 4851.590820
	Iteration 9Q: 3 clusters Score -2493208 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -2493743.500000 Penalty: 4851.590820
	Iteration 10Q: 3 clusters Score -2493744 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -2494307.750000 Penalty: 4851.590820
	Iteration 11Q: 3 clusters Score -2494308 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -2494786.500000 Penalty: 4851.590820
	Iteration 12Q: 3 clusters Score -2494786 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2495182.000000 Penalty: 4851.590820
	Iteration 13Q: 3 clusters Score -2495182 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2495479.750000 Penalty: 4851.590820
	Iteration 14Q: 3 clusters Score -2495480 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2495682.500000 Penalty: 4851.590820
	Iteration 15Q: 3 clusters Score -2495682 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2495831.750000 Penalty: 4851.590820
	Iteration 16Q: 3 clusters Score -2495832 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2495946.750000 Penalty: 4851.590820
	Iteration 17Q: 3 clusters Score -2495947 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2496044.250000 Penalty: 4851.590820
	Iteration 18Q: 3 clusters Score -2496044 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2496114.250000 Penalty: 4851.590820
	Iteration 19Q: 3 clusters Score -2496114 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2496178.500000 Penalty: 4851.590820
	Iteration 20F: 3 clusters Score -2496178 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2496223.750000 Penalty: 4851.590820
	Iteration 21Q: 3 clusters Score -2496224 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2496267.500000 Penalty: 4851.590820
	Iteration 22Q: 3 clusters Score -2496268 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2496304.750000 Penalty: 4851.590820
	Iteration 23Q: 3 clusters Score -2496305 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2496338.750000 Penalty: 4851.590820
	Iteration 24Q: 3 clusters Score -2496339 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2496358.250000 Penalty: 4851.590820
	Iteration 25Q: 3 clusters Score -2496358 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2496371.000000 Penalty: 4851.590820
	Iteration 26Q: 3 clusters Score -2496371 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2496389.750000 Penalty: 4851.590820
	Iteration 27Q: 3 clusters Score -2496390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2496405.000000 Penalty: 4851.590820
	Iteration 28Q: 3 clusters Score -2496405 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2496414.000000 Penalty: 4851.590820
	Iteration 29Q: 3 clusters Score -2496414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2496423.250000 Penalty: 4851.590820
	Iteration 30Q: 3 clusters Score -2496423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2496434.750000 Penalty: 4851.590820
	Iteration 31Q: 3 clusters Score -2496435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2496436.500000 Penalty: 4851.590820
	Iteration 32Q: 3 clusters Score -2496436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2496445.500000 Penalty: 4851.590820
	Iteration 33Q: 3 clusters Score -2496446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2496450.250000 Penalty: 4851.590820
	Iteration 34Q: 3 clusters Score -2496450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2496455.000000 Penalty: 4851.590820
	Iteration 35Q: 3 clusters Score -2496455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2496460.000000 Penalty: 4851.590820
	Iteration 36Q: 3 clusters Score -2496460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2496461.000000 Penalty: 4851.590820
	Iteration 37Q: 3 clusters Score -2496461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2496461.500000 Penalty: 4851.590820
	Iteration 38Q: 3 clusters Score -2496462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2496465.500000 Penalty: 4851.590820
	Iteration 39Q: 3 clusters Score -2496466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2496475.500000 Penalty: 4851.590820
	Iteration 40F: 3 clusters Score -2496476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2496469.750000 Penalty: 4851.590820
	Iteration 41Q: 3 clusters Score -2496470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2496468.750000 Penalty: 4851.590820
	Iteration 42Q: 3 clusters Score -2496469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2496473.500000 Penalty: 4851.590820
	Iteration 43Q: 3 clusters Score -2496474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2496475.000000 Penalty: 4851.590820
	Iteration 44Q: 3 clusters Score -2496475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2496476.250000 Penalty: 4851.590820
	Iteration 45Q: 3 clusters Score -2496476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2496474.750000 Penalty: 4851.590820
	Iteration 46Q: 3 clusters Score -2496475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2496475.500000 Penalty: 4851.590820
	Iteration 47Q: 3 clusters Score -2496476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2496476.250000 Penalty: 4851.590820
	Iteration 48Q: 3 clusters Score -2496476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2496475.500000 Penalty: 4851.590820
	Iteration 49Q: 3 clusters Score -2496476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2496476.750000 Penalty: 4851.590820
	Iteration 50Q: 3 clusters Score -2496477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2496476.750000 Penalty: 4851.590820
	Iteration 51F: 3 clusters Score -2496477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Entering Unmasked Estep 
Score: -107843.398438 Penalty: 1700.663452
	Iteration 0F: 2 clusters Score -107843.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -106074.617188 Penalty: 3401.326904
	Iteration 0F: 3 clusters Score -106074.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -107019.742188 Penalty: 3401.326904
	Iteration 1F: 3 clusters Score -107019.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -107909.015625 Penalty: 3401.326904
	Iteration 2F: 3 clusters Score -107909 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -108993.843750 Penalty: 3401.326904
	Iteration 3F: 3 clusters Score -108993.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -109511.140625 Penalty: 3401.326904
	Iteration 4Q: 3 clusters Score -109511.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -109599.773438 Penalty: 3401.326904
	Iteration 5Q: 3 clusters Score -109599.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -109632.000000 Penalty: 3401.326904
	Iteration 6Q: 3 clusters Score -109632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -109632.000000 Penalty: 3401.326904
	Iteration 7F: 3 clusters Score -109632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 799 members 
Mstep: Class 4 contains 131615 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3847 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 16153 members 
Mstep: Class 9 contains 109060 members 
Mstep: Class 10 contains 1016 members 
Mstep: Class 11 contains 18065 members 
Mstep: Class 12 contains 26540 members 
Mstep: Class 13 contains 21024 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17702 members 
Mstep: Class 17 contains 422 members 
Mstep: Class 18 contains 69021 members 
Mstep: Class 19 contains 8122 members 
Mstep: Class 20 contains 128360 members 
Mstep: Class 21 contains 19927 members 
Mstep: Class 22 contains 173324 members 
Mstep: Class 23 contains 176955 members 
Mstep: Class 24 contains 529 members 
Entering Unmasked Estep 
Score: -132676520.000000 Penalty: 81993.640625
Splitting cluster 17 changes total score from -132676488.000000 to -132676520.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 18 (69021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69021 members 
Entering Unmasked Estep 
Score: -9711105.000000 Penalty: 2763.257324
	Iteration 0F: 2 clusters Score -9711105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -9664977.000000 Penalty: 5526.514648
	Iteration 0F: 3 clusters Score -9664977 nChanged 32201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 32129 members 
Entering Unmasked Estep 
Score: -9683346.000000 Penalty: 5526.514648
	Iteration 1F: 3 clusters Score -9683346 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -9684355.000000 Penalty: 5526.514648
	Iteration 2Q: 3 clusters Score -9684355 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
Score: -9685880.000000 Penalty: 5526.514648
	Iteration 3Q: 3 clusters Score -9685880 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -9688395.000000 Penalty: 5526.514648
	Iteration 4F: 3 clusters Score -9688395 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47415 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -9692162.000000 Penalty: 5526.514648
	Iteration 5F: 3 clusters Score -9692162 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52161 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -9696703.000000 Penalty: 5526.514648
	Iteration 6F: 3 clusters Score -9696703 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57009 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -9701264.000000 Penalty: 5526.514648
	Iteration 7F: 3 clusters Score -9701264 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60935 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -9704737.000000 Penalty: 5526.514648
	Iteration 8F: 3 clusters Score -9704737 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63653 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -9706910.000000 Penalty: 5526.514648
	Iteration 9Q: 3 clusters Score -9706910 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65362 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -9708107.000000 Penalty: 5526.514648
	Iteration 10Q: 3 clusters Score -9708107 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66334 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -9708701.000000 Penalty: 5526.514648
	Iteration 11Q: 3 clusters Score -9708701 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66886 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -9708975.000000 Penalty: 5526.514648
	Iteration 12Q: 3 clusters Score -9708975 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67234 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -9709096.000000 Penalty: 5526.514648
	Iteration 13Q: 3 clusters Score -9709096 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67445 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -9709219.000000 Penalty: 5526.514648
	Iteration 14Q: 3 clusters Score -9709219 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67585 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -9709258.000000 Penalty: 5526.514648
	Iteration 15Q: 3 clusters Score -9709258 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67668 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -9709301.000000 Penalty: 5526.514648
	Iteration 16Q: 3 clusters Score -9709301 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67724 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -9709340.000000 Penalty: 5526.514648
	Iteration 17Q: 3 clusters Score -9709340 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67763 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -9709359.000000 Penalty: 5526.514648
	Iteration 18Q: 3 clusters Score -9709359 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67801 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -9709372.000000 Penalty: 5526.514648
	Iteration 19Q: 3 clusters Score -9709372 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67825 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -9709402.000000 Penalty: 5526.514648
	Iteration 20F: 3 clusters Score -9709402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67844 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -9709422.000000 Penalty: 5526.514648
	Iteration 21Q: 3 clusters Score -9709422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67860 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -9709433.000000 Penalty: 5526.514648
	Iteration 22Q: 3 clusters Score -9709433 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67870 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -9709431.000000 Penalty: 5526.514648
	Iteration 23Q: 3 clusters Score -9709431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67878 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -9709431.000000 Penalty: 5526.514648
	Iteration 24Q: 3 clusters Score -9709431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67883 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -9709424.000000 Penalty: 5526.514648
	Iteration 25Q: 3 clusters Score -9709424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67887 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -9709427.000000 Penalty: 5526.514648
	Iteration 26Q: 3 clusters Score -9709427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67891 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -9709438.000000 Penalty: 5526.514648
	Iteration 27Q: 3 clusters Score -9709438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67892 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -9709437.000000 Penalty: 5526.514648
	Iteration 28Q: 3 clusters Score -9709437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67893 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -9709437.000000 Penalty: 5526.514648
	Iteration 29Q: 3 clusters Score -9709437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67894 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -9709442.000000 Penalty: 5526.514648
	Iteration 30Q: 3 clusters Score -9709442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67894 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -9709442.000000 Penalty: 5526.514648
	Iteration 31F: 3 clusters Score -9709442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Entering Unmasked Estep 
Score: -1100457.000000 Penalty: 2232.578369
	Iteration 0F: 2 clusters Score -1100457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1093980.000000 Penalty: 4465.156738
	Iteration 0F: 3 clusters Score -1093980 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1095735.500000 Penalty: 4465.156738
	Iteration 1F: 3 clusters Score -1095736 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1095997.000000 Penalty: 4465.156738
	Iteration 2F: 3 clusters Score -1095997 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1096238.000000 Penalty: 4465.156738
	Iteration 3F: 3 clusters Score -1096238 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1096484.500000 Penalty: 4465.156738
	Iteration 4Q: 3 clusters Score -1096484 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1096798.500000 Penalty: 4465.156738
	Iteration 5Q: 3 clusters Score -1096798 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1097130.875000 Penalty: 4465.156738
	Iteration 6F: 3 clusters Score -1097131 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1097459.125000 Penalty: 4465.156738
	Iteration 7F: 3 clusters Score -1097459 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1097732.250000 Penalty: 4465.156738
	Iteration 8F: 3 clusters Score -1097732 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1097971.000000 Penalty: 4465.156738
	Iteration 9Q: 3 clusters Score -1097971 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1098219.375000 Penalty: 4465.156738
	Iteration 10Q: 3 clusters Score -1098219 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1098411.375000 Penalty: 4465.156738
	Iteration 11Q: 3 clusters Score -1098411 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1098565.625000 Penalty: 4465.156738
	Iteration 12Q: 3 clusters Score -1098566 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1098690.625000 Penalty: 4465.156738
	Iteration 13Q: 3 clusters Score -1098691 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1098792.375000 Penalty: 4465.156738
	Iteration 14Q: 3 clusters Score -1098792 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1098868.250000 Penalty: 4465.156738
	Iteration 15Q: 3 clusters Score -1098868 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1098921.250000 Penalty: 4465.156738
	Iteration 16Q: 3 clusters Score -1098921 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1098962.250000 Penalty: 4465.156738
	Iteration 17Q: 3 clusters Score -1098962 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1099011.125000 Penalty: 4465.156738
	Iteration 18Q: 3 clusters Score -1099011 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1099061.250000 Penalty: 4465.156738
	Iteration 19Q: 3 clusters Score -1099061 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1099109.000000 Penalty: 4465.156738
	Iteration 20F: 3 clusters Score -1099109 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1099162.625000 Penalty: 4465.156738
	Iteration 21Q: 3 clusters Score -1099163 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1099229.375000 Penalty: 4465.156738
	Iteration 22Q: 3 clusters Score -1099229 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1099277.625000 Penalty: 4465.156738
	Iteration 23Q: 3 clusters Score -1099278 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1099327.500000 Penalty: 4465.156738
	Iteration 24Q: 3 clusters Score -1099328 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1099371.625000 Penalty: 4465.156738
	Iteration 25Q: 3 clusters Score -1099372 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1099427.000000 Penalty: 4465.156738
	Iteration 26Q: 3 clusters Score -1099427 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1099478.750000 Penalty: 4465.156738
	Iteration 27Q: 3 clusters Score -1099479 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1099532.875000 Penalty: 4465.156738
	Iteration 28Q: 3 clusters Score -1099533 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1099607.875000 Penalty: 4465.156738
	Iteration 29Q: 3 clusters Score -1099608 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1099675.250000 Penalty: 4465.156738
	Iteration 30Q: 3 clusters Score -1099675 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1099727.375000 Penalty: 4465.156738
	Iteration 31Q: 3 clusters Score -1099727 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1099756.875000 Penalty: 4465.156738
	Iteration 32Q: 3 clusters Score -1099757 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1099773.875000 Penalty: 4465.156738
	Iteration 33Q: 3 clusters Score -1099774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1099785.250000 Penalty: 4465.156738
	Iteration 34Q: 3 clusters Score -1099785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1099792.750000 Penalty: 4465.156738
	Iteration 35Q: 3 clusters Score -1099793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1099794.250000 Penalty: 4465.156738
	Iteration 36Q: 3 clusters Score -1099794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1099798.125000 Penalty: 4465.156738
	Iteration 37Q: 3 clusters Score -1099798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1099799.125000 Penalty: 4465.156738
	Iteration 38Q: 3 clusters Score -1099799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1099799.625000 Penalty: 4465.156738
	Iteration 39Q: 3 clusters Score -1099800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1099800.500000 Penalty: 4465.156738
	Iteration 40F: 3 clusters Score -1099800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1099802.500000 Penalty: 4465.156738
	Iteration 41Q: 3 clusters Score -1099802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1099802.500000 Penalty: 4465.156738
	Iteration 42F: 3 clusters Score -1099802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (128360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128360 members 
Entering Unmasked Estep 
Score: -18172956.000000 Penalty: 2917.123291
	Iteration 0F: 2 clusters Score -1.817296e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64231 members 
Mstep: Class 2 contains 64129 members 
Entering Unmasked Estep 
Score: -18091080.000000 Penalty: 5834.246582
	Iteration 0F: 3 clusters Score -1.809108e+07 nChanged 61250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64361 members 
Mstep: Class 2 contains 63999 members 
Entering Unmasked Estep 
Score: -18126418.000000 Penalty: 5834.246582
	Iteration 1F: 3 clusters Score -1.812642e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64476 members 
Mstep: Class 2 contains 63884 members 
Entering Unmasked Estep 
Score: -18127630.000000 Penalty: 5834.246582
	Iteration 2Q: 3 clusters Score -1.812763e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64698 members 
Mstep: Class 2 contains 63662 members 
Entering Unmasked Estep 
Score: -18129106.000000 Penalty: 5834.246582
	Iteration 3Q: 3 clusters Score -1.812911e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65307 members 
Mstep: Class 2 contains 63053 members 
Entering Unmasked Estep 
Score: -18130774.000000 Penalty: 5834.246582
	Iteration 4Q: 3 clusters Score -1.813077e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66576 members 
Mstep: Class 2 contains 61784 members 
Entering Unmasked Estep 
Score: -18132738.000000 Penalty: 5834.246582
	Iteration 5Q: 3 clusters Score -1.813274e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68776 members 
Mstep: Class 2 contains 59584 members 
Entering Unmasked Estep 
Score: -18135466.000000 Penalty: 5834.246582
	Iteration 6Q: 3 clusters Score -1.813547e+07 nChanged 6873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72157 members 
Mstep: Class 2 contains 56203 members 
Entering Unmasked Estep 
Score: -18139366.000000 Penalty: 5834.246582
	Iteration 7F: 3 clusters Score -1.813937e+07 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76866 members 
Mstep: Class 2 contains 51494 members 
Entering Unmasked Estep 
Score: -18145518.000000 Penalty: 5834.246582
	Iteration 8F: 3 clusters Score -1.814552e+07 nChanged 8716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82054 members 
Mstep: Class 2 contains 46306 members 
Entering Unmasked Estep 
Score: -18152650.000000 Penalty: 5834.246582
	Iteration 9F: 3 clusters Score -1.815265e+07 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86276 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -18157836.000000 Penalty: 5834.246582
	Iteration 10F: 3 clusters Score -1.815784e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89524 members 
Mstep: Class 2 contains 38836 members 
Entering Unmasked Estep 
Score: -18159902.000000 Penalty: 5834.246582
	Iteration 11Q: 3 clusters Score -1.81599e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92280 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -18161050.000000 Penalty: 5834.246582
	Iteration 12Q: 3 clusters Score -1.816105e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94893 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -18161886.000000 Penalty: 5834.246582
	Iteration 13Q: 3 clusters Score -1.816189e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97518 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -18162608.000000 Penalty: 5834.246582
	Iteration 14Q: 3 clusters Score -1.816261e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100138 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -18163304.000000 Penalty: 5834.246582
	Iteration 15Q: 3 clusters Score -1.81633e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102744 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -18164138.000000 Penalty: 5834.246582
	Iteration 16Q: 3 clusters Score -1.816414e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105226 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -18164886.000000 Penalty: 5834.246582
	Iteration 17Q: 3 clusters Score -1.816489e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107580 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -18165564.000000 Penalty: 5834.246582
	Iteration 18Q: 3 clusters Score -1.816556e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109821 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -18166230.000000 Penalty: 5834.246582
	Iteration 19Q: 3 clusters Score -1.816623e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112016 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -18166958.000000 Penalty: 5834.246582
	Iteration 20F: 3 clusters Score -1.816696e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114057 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -18167592.000000 Penalty: 5834.246582
	Iteration 21Q: 3 clusters Score -1.816759e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115976 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -18168304.000000 Penalty: 5834.246582
	Iteration 22Q: 3 clusters Score -1.81683e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117712 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -18168872.000000 Penalty: 5834.246582
	Iteration 23Q: 3 clusters Score -1.816887e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119261 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -18169382.000000 Penalty: 5834.246582
	Iteration 24Q: 3 clusters Score -1.816938e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120601 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -18169834.000000 Penalty: 5834.246582
	Iteration 25Q: 3 clusters Score -1.816983e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121764 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -18170316.000000 Penalty: 5834.246582
	Iteration 26Q: 3 clusters Score -1.817032e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122759 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -18170654.000000 Penalty: 5834.246582
	Iteration 27Q: 3 clusters Score -1.817065e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123562 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -18170920.000000 Penalty: 5834.246582
	Iteration 28Q: 3 clusters Score -1.817092e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124201 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -18171152.000000 Penalty: 5834.246582
	Iteration 29Q: 3 clusters Score -1.817115e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124706 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -18171318.000000 Penalty: 5834.246582
	Iteration 30Q: 3 clusters Score -1.817132e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125094 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -18171468.000000 Penalty: 5834.246582
	Iteration 31Q: 3 clusters Score -1.817147e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125428 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -18171614.000000 Penalty: 5834.246582
	Iteration 32Q: 3 clusters Score -1.817161e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125674 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -18171680.000000 Penalty: 5834.246582
	Iteration 33Q: 3 clusters Score -1.817168e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125856 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -18171708.000000 Penalty: 5834.246582
	Iteration 34Q: 3 clusters Score -1.817171e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126009 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -18171666.000000 Penalty: 5834.246582
	Iteration 35Q: 3 clusters Score -1.817167e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126118 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -18171690.000000 Penalty: 5834.246582
	Iteration 36Q: 3 clusters Score -1.817169e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126203 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -18171690.000000 Penalty: 5834.246582
	Iteration 37Q: 3 clusters Score -1.817169e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126267 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -18171720.000000 Penalty: 5834.246582
	Iteration 38Q: 3 clusters Score -1.817172e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126315 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -18171706.000000 Penalty: 5834.246582
	Iteration 39Q: 3 clusters Score -1.817171e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126349 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -18171712.000000 Penalty: 5834.246582
	Iteration 40F: 3 clusters Score -1.817171e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126381 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -18171742.000000 Penalty: 5834.246582
	Iteration 41Q: 3 clusters Score -1.817174e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126400 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -18171748.000000 Penalty: 5834.246582
	Iteration 42Q: 3 clusters Score -1.817175e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126416 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -18171768.000000 Penalty: 5834.246582
	Iteration 43Q: 3 clusters Score -1.817177e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126430 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -18171748.000000 Penalty: 5834.246582
	Iteration 44Q: 3 clusters Score -1.817175e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126445 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -18171768.000000 Penalty: 5834.246582
	Iteration 45Q: 3 clusters Score -1.817177e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126456 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -18171748.000000 Penalty: 5834.246582
	Iteration 46Q: 3 clusters Score -1.817175e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126461 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -18171768.000000 Penalty: 5834.246582
	Iteration 47Q: 3 clusters Score -1.817177e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126469 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -18171770.000000 Penalty: 5834.246582
	Iteration 48Q: 3 clusters Score -1.817177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126473 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -18171770.000000 Penalty: 5834.246582
	Iteration 49Q: 3 clusters Score -1.817177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126475 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -18171768.000000 Penalty: 5834.246582
	Iteration 50Q: 3 clusters Score -1.817177e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126475 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -18171768.000000 Penalty: 5834.246582
	Iteration 51F: 3 clusters Score -1.817177e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Entering Unmasked Estep 
Score: -2832871.750000 Penalty: 2455.157959
	Iteration 0F: 2 clusters Score -2832872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -2818873.500000 Penalty: 4910.315918
	Iteration 0F: 3 clusters Score -2818874 nChanged 8747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2823789.750000 Penalty: 4910.315918
	Iteration 1F: 3 clusters Score -2823790 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -2824431.750000 Penalty: 4910.315918
	Iteration 2F: 3 clusters Score -2824432 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -2825149.250000 Penalty: 4910.315918
	Iteration 3F: 3 clusters Score -2825149 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -2825920.000000 Penalty: 4910.315918
	Iteration 4F: 3 clusters Score -2825920 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2826709.000000 Penalty: 4910.315918
	Iteration 5F: 3 clusters Score -2826709 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -2827591.500000 Penalty: 4910.315918
	Iteration 6F: 3 clusters Score -2827592 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -2828508.000000 Penalty: 4910.315918
	Iteration 7F: 3 clusters Score -2828508 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2829330.000000 Penalty: 4910.315918
	Iteration 8F: 3 clusters Score -2829330 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2830010.250000 Penalty: 4910.315918
	Iteration 9Q: 3 clusters Score -2830010 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2830572.500000 Penalty: 4910.315918
	Iteration 10Q: 3 clusters Score -2830572 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2830948.500000 Penalty: 4910.315918
	Iteration 11Q: 3 clusters Score -2830948 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2831177.750000 Penalty: 4910.315918
	Iteration 12Q: 3 clusters Score -2831178 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2831341.500000 Penalty: 4910.315918
	Iteration 13Q: 3 clusters Score -2831342 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2831417.500000 Penalty: 4910.315918
	Iteration 14Q: 3 clusters Score -2831418 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2831475.750000 Penalty: 4910.315918
	Iteration 15Q: 3 clusters Score -2831476 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2831513.250000 Penalty: 4910.315918
	Iteration 16Q: 3 clusters Score -2831513 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2831551.000000 Penalty: 4910.315918
	Iteration 17Q: 3 clusters Score -2831551 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2831566.500000 Penalty: 4910.315918
	Iteration 18Q: 3 clusters Score -2831566 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2831579.250000 Penalty: 4910.315918
	Iteration 19Q: 3 clusters Score -2831579 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2831590.250000 Penalty: 4910.315918
	Iteration 20F: 3 clusters Score -2831590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2831597.750000 Penalty: 4910.315918
	Iteration 21Q: 3 clusters Score -2831598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2831604.500000 Penalty: 4910.315918
	Iteration 22Q: 3 clusters Score -2831604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2831612.750000 Penalty: 4910.315918
	Iteration 23Q: 3 clusters Score -2831613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2831616.750000 Penalty: 4910.315918
	Iteration 24Q: 3 clusters Score -2831617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2831618.500000 Penalty: 4910.315918
	Iteration 25Q: 3 clusters Score -2831618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2831620.250000 Penalty: 4910.315918
	Iteration 26Q: 3 clusters Score -2831620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2831621.500000 Penalty: 4910.315918
	Iteration 27Q: 3 clusters Score -2831622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2831620.000000 Penalty: 4910.315918
	Iteration 28Q: 3 clusters Score -2831620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2831627.000000 Penalty: 4910.315918
	Iteration 29Q: 3 clusters Score -2831627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2831627.500000 Penalty: 4910.315918
	Iteration 30Q: 3 clusters Score -2831628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2831628.500000 Penalty: 4910.315918
	Iteration 31Q: 3 clusters Score -2831628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2831627.500000 Penalty: 4910.315918
	Iteration 32Q: 3 clusters Score -2831628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2831629.250000 Penalty: 4910.315918
	Iteration 33Q: 3 clusters Score -2831629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2831629.250000 Penalty: 4910.315918
	Iteration 34F: 3 clusters Score -2831629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (173324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173324 members 
Entering Unmasked Estep 
Score: -24138412.000000 Penalty: 2991.603516
	Iteration 0F: 2 clusters Score -2.413841e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86942 members 
Mstep: Class 2 contains 86382 members 
Entering Unmasked Estep 
Score: -24032294.000000 Penalty: 5983.207031
	Iteration 0F: 3 clusters Score -2.403229e+07 nChanged 83318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90600 members 
Mstep: Class 2 contains 82724 members 
Entering Unmasked Estep 
Score: -24080994.000000 Penalty: 5983.207031
	Iteration 1F: 3 clusters Score -2.408099e+07 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92953 members 
Mstep: Class 2 contains 80371 members 
Entering Unmasked Estep 
Score: -24081986.000000 Penalty: 5983.207031
	Iteration 2Q: 3 clusters Score -2.408199e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96394 members 
Mstep: Class 2 contains 76930 members 
Entering Unmasked Estep 
Score: -24083574.000000 Penalty: 5983.207031
	Iteration 3Q: 3 clusters Score -2.408357e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101406 members 
Mstep: Class 2 contains 71918 members 
Entering Unmasked Estep 
Score: -24086332.000000 Penalty: 5983.207031
	Iteration 4Q: 3 clusters Score -2.408633e+07 nChanged 7937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108175 members 
Mstep: Class 2 contains 65149 members 
Entering Unmasked Estep 
Score: -24090906.000000 Penalty: 5983.207031
	Iteration 5Q: 3 clusters Score -2.409091e+07 nChanged 9632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116787 members 
Mstep: Class 2 contains 56537 members 
Entering Unmasked Estep 
Score: -24097588.000000 Penalty: 5983.207031
	Iteration 6F: 3 clusters Score -2.409759e+07 nChanged 11171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126990 members 
Mstep: Class 2 contains 46334 members 
Entering Unmasked Estep 
Score: -24106342.000000 Penalty: 5983.207031
	Iteration 7F: 3 clusters Score -2.410634e+07 nChanged 11179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137313 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -24115598.000000 Penalty: 5983.207031
	Iteration 8F: 3 clusters Score -2.41156e+07 nChanged 9707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146322 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -24123552.000000 Penalty: 5983.207031
	Iteration 9F: 3 clusters Score -2.412355e+07 nChanged 7675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153501 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -24129818.000000 Penalty: 5983.207031
	Iteration 10Q: 3 clusters Score -2.412982e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158859 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -24133446.000000 Penalty: 5983.207031
	Iteration 11Q: 3 clusters Score -2.413345e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162510 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -24135324.000000 Penalty: 5983.207031
	Iteration 12Q: 3 clusters Score -2.413532e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164997 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -24136056.000000 Penalty: 5983.207031
	Iteration 13Q: 3 clusters Score -2.413606e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166690 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -24136410.000000 Penalty: 5983.207031
	Iteration 14Q: 3 clusters Score -2.413641e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167900 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -24136706.000000 Penalty: 5983.207031
	Iteration 15Q: 3 clusters Score -2.413671e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168771 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -24136690.000000 Penalty: 5983.207031
	Iteration 16Q: 3 clusters Score -2.413669e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169395 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -24136720.000000 Penalty: 5983.207031
	Iteration 17Q: 3 clusters Score -2.413672e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169844 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -24136684.000000 Penalty: 5983.207031
	Iteration 18Q: 3 clusters Score -2.413668e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170181 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -24136672.000000 Penalty: 5983.207031
	Iteration 19Q: 3 clusters Score -2.413667e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170458 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -24136596.000000 Penalty: 5983.207031
	Iteration 20F: 3 clusters Score -2.41366e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170664 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -24136596.000000 Penalty: 5983.207031
	Iteration 21Q: 3 clusters Score -2.41366e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170834 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -24136520.000000 Penalty: 5983.207031
	Iteration 22Q: 3 clusters Score -2.413652e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170988 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -24136524.000000 Penalty: 5983.207031
	Iteration 23Q: 3 clusters Score -2.413652e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171123 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -24136494.000000 Penalty: 5983.207031
	Iteration 24Q: 3 clusters Score -2.413649e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171221 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -24136506.000000 Penalty: 5983.207031
	Iteration 25Q: 3 clusters Score -2.413651e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171317 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -24136546.000000 Penalty: 5983.207031
	Iteration 26Q: 3 clusters Score -2.413655e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171392 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -24136518.000000 Penalty: 5983.207031
	Iteration 27Q: 3 clusters Score -2.413652e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171432 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -24136568.000000 Penalty: 5983.207031
	Iteration 28Q: 3 clusters Score -2.413657e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171463 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -24136568.000000 Penalty: 5983.207031
	Iteration 29Q: 3 clusters Score -2.413657e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171494 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -24136600.000000 Penalty: 5983.207031
	Iteration 30Q: 3 clusters Score -2.41366e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171530 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -24136576.000000 Penalty: 5983.207031
	Iteration 31Q: 3 clusters Score -2.413658e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171563 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -24136564.000000 Penalty: 5983.207031
	Iteration 32Q: 3 clusters Score -2.413656e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171598 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -24136570.000000 Penalty: 5983.207031
	Iteration 33Q: 3 clusters Score -2.413657e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171632 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -24136566.000000 Penalty: 5983.207031
	Iteration 34Q: 3 clusters Score -2.413657e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171653 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -24136518.000000 Penalty: 5983.207031
	Iteration 35Q: 3 clusters Score -2.413652e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171674 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -24136550.000000 Penalty: 5983.207031
	Iteration 36Q: 3 clusters Score -2.413655e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171696 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -24136556.000000 Penalty: 5983.207031
	Iteration 37Q: 3 clusters Score -2.413656e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171707 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -24136526.000000 Penalty: 5983.207031
	Iteration 38Q: 3 clusters Score -2.413653e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171718 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -24136528.000000 Penalty: 5983.207031
	Iteration 39Q: 3 clusters Score -2.413653e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171731 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -24136508.000000 Penalty: 5983.207031
	Iteration 40F: 3 clusters Score -2.413651e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171742 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -24136526.000000 Penalty: 5983.207031
	Iteration 41Q: 3 clusters Score -2.413653e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171742 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -24136508.000000 Penalty: 5983.207031
	Iteration 42Q: 3 clusters Score -2.413651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171742 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -24136496.000000 Penalty: 5983.207031
	Iteration 43Q: 3 clusters Score -2.41365e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171739 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -24136506.000000 Penalty: 5983.207031
	Iteration 44Q: 3 clusters Score -2.413651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171742 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -24136510.000000 Penalty: 5983.207031
	Iteration 45Q: 3 clusters Score -2.413651e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171743 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -24136514.000000 Penalty: 5983.207031
	Iteration 46Q: 3 clusters Score -2.413651e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171742 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -24136516.000000 Penalty: 5983.207031
	Iteration 47Q: 3 clusters Score -2.413652e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171742 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -24136516.000000 Penalty: 5983.207031
	Iteration 48F: 3 clusters Score -2.413652e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (176955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176955 members 
Entering Unmasked Estep 
Score: -24929762.000000 Penalty: 2996.745361
	Iteration 0F: 2 clusters Score -2.492976e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88285 members 
Mstep: Class 2 contains 88670 members 
Entering Unmasked Estep 
Score: -24821114.000000 Penalty: 5993.490723
	Iteration 0F: 3 clusters Score -2.482111e+07 nChanged 85126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84753 members 
Mstep: Class 2 contains 92202 members 
Entering Unmasked Estep 
Score: -24871108.000000 Penalty: 5993.490723
	Iteration 1F: 3 clusters Score -2.487111e+07 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83333 members 
Mstep: Class 2 contains 93622 members 
Entering Unmasked Estep 
Score: -24871790.000000 Penalty: 5993.490723
	Iteration 2Q: 3 clusters Score -2.487179e+07 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81462 members 
Mstep: Class 2 contains 95493 members 
Entering Unmasked Estep 
Score: -24872862.000000 Penalty: 5993.490723
	Iteration 3Q: 3 clusters Score -2.487286e+07 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78813 members 
Mstep: Class 2 contains 98142 members 
Entering Unmasked Estep 
Score: -24874092.000000 Penalty: 5993.490723
	Iteration 4Q: 3 clusters Score -2.487409e+07 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75534 members 
Mstep: Class 2 contains 101421 members 
Entering Unmasked Estep 
Score: -24875912.000000 Penalty: 5993.490723
	Iteration 5Q: 3 clusters Score -2.487591e+07 nChanged 8542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71644 members 
Mstep: Class 2 contains 105311 members 
Entering Unmasked Estep 
Score: -24878986.000000 Penalty: 5993.490723
	Iteration 6Q: 3 clusters Score -2.487899e+07 nChanged 10053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68021 members 
Mstep: Class 2 contains 108934 members 
Entering Unmasked Estep 
Score: -24884320.000000 Penalty: 5993.490723
	Iteration 7F: 3 clusters Score -2.488432e+07 nChanged 11455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66120 members 
Mstep: Class 2 contains 110835 members 
Entering Unmasked Estep 
Score: -24892006.000000 Penalty: 5993.490723
	Iteration 8F: 3 clusters Score -2.489201e+07 nChanged 11921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67121 members 
Mstep: Class 2 contains 109834 members 
Entering Unmasked Estep 
Score: -24899194.000000 Penalty: 5993.490723
	Iteration 9F: 3 clusters Score -2.489919e+07 nChanged 9381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69658 members 
Mstep: Class 2 contains 107297 members 
Entering Unmasked Estep 
Score: -24902010.000000 Penalty: 5993.490723
	Iteration 10F: 3 clusters Score -2.490201e+07 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72406 members 
Mstep: Class 2 contains 104549 members 
Entering Unmasked Estep 
Score: -24902872.000000 Penalty: 5993.490723
	Iteration 11Q: 3 clusters Score -2.490287e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75222 members 
Mstep: Class 2 contains 101733 members 
Entering Unmasked Estep 
Score: -24903210.000000 Penalty: 5993.490723
	Iteration 12Q: 3 clusters Score -2.490321e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77929 members 
Mstep: Class 2 contains 99026 members 
Entering Unmasked Estep 
Score: -24903492.000000 Penalty: 5993.490723
	Iteration 13Q: 3 clusters Score -2.490349e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80689 members 
Mstep: Class 2 contains 96266 members 
Entering Unmasked Estep 
Score: -24903906.000000 Penalty: 5993.490723
	Iteration 14Q: 3 clusters Score -2.490391e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83454 members 
Mstep: Class 2 contains 93501 members 
Entering Unmasked Estep 
Score: -24904178.000000 Penalty: 5993.490723
	Iteration 15Q: 3 clusters Score -2.490418e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86110 members 
Mstep: Class 2 contains 90845 members 
Entering Unmasked Estep 
Score: -24904366.000000 Penalty: 5993.490723
	Iteration 16Q: 3 clusters Score -2.490437e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88502 members 
Mstep: Class 2 contains 88453 members 
Entering Unmasked Estep 
Score: -24904570.000000 Penalty: 5993.490723
	Iteration 17Q: 3 clusters Score -2.490457e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90796 members 
Mstep: Class 2 contains 86159 members 
Entering Unmasked Estep 
Score: -24904702.000000 Penalty: 5993.490723
	Iteration 18Q: 3 clusters Score -2.49047e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92855 members 
Mstep: Class 2 contains 84100 members 
Entering Unmasked Estep 
Score: -24904864.000000 Penalty: 5993.490723
	Iteration 19Q: 3 clusters Score -2.490486e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94975 members 
Mstep: Class 2 contains 81980 members 
Entering Unmasked Estep 
Score: -24904982.000000 Penalty: 5993.490723
	Iteration 20F: 3 clusters Score -2.490498e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97306 members 
Mstep: Class 2 contains 79649 members 
Entering Unmasked Estep 
Score: -24904938.000000 Penalty: 5993.490723
	Iteration 21Q: 3 clusters Score -2.490494e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99772 members 
Mstep: Class 2 contains 77183 members 
Entering Unmasked Estep 
Score: -24905262.000000 Penalty: 5993.490723
	Iteration 22Q: 3 clusters Score -2.490526e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102123 members 
Mstep: Class 2 contains 74832 members 
Entering Unmasked Estep 
Score: -24905352.000000 Penalty: 5993.490723
	Iteration 23Q: 3 clusters Score -2.490535e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104585 members 
Mstep: Class 2 contains 72370 members 
Entering Unmasked Estep 
Score: -24905518.000000 Penalty: 5993.490723
	Iteration 24Q: 3 clusters Score -2.490552e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107278 members 
Mstep: Class 2 contains 69677 members 
Entering Unmasked Estep 
Score: -24905726.000000 Penalty: 5993.490723
	Iteration 25Q: 3 clusters Score -2.490573e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110093 members 
Mstep: Class 2 contains 66862 members 
Entering Unmasked Estep 
Score: -24906088.000000 Penalty: 5993.490723
	Iteration 26Q: 3 clusters Score -2.490609e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113085 members 
Mstep: Class 2 contains 63870 members 
Entering Unmasked Estep 
Score: -24906432.000000 Penalty: 5993.490723
	Iteration 27Q: 3 clusters Score -2.490643e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116337 members 
Mstep: Class 2 contains 60618 members 
Entering Unmasked Estep 
Score: -24906890.000000 Penalty: 5993.490723
	Iteration 28Q: 3 clusters Score -2.490689e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119671 members 
Mstep: Class 2 contains 57284 members 
Entering Unmasked Estep 
Score: -24907384.000000 Penalty: 5993.490723
	Iteration 29Q: 3 clusters Score -2.490738e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123197 members 
Mstep: Class 2 contains 53758 members 
Entering Unmasked Estep 
Score: -24907994.000000 Penalty: 5993.490723
	Iteration 30Q: 3 clusters Score -2.490799e+07 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126882 members 
Mstep: Class 2 contains 50073 members 
Entering Unmasked Estep 
Score: -24908622.000000 Penalty: 5993.490723
	Iteration 31Q: 3 clusters Score -2.490862e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130833 members 
Mstep: Class 2 contains 46122 members 
Entering Unmasked Estep 
Score: -24909530.000000 Penalty: 5993.490723
	Iteration 32Q: 3 clusters Score -2.490953e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134899 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
Score: -24910536.000000 Penalty: 5993.490723
	Iteration 33Q: 3 clusters Score -2.491054e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138887 members 
Mstep: Class 2 contains 38068 members 
Entering Unmasked Estep 
Score: -24911524.000000 Penalty: 5993.490723
	Iteration 34Q: 3 clusters Score -2.491152e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142590 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -24912400.000000 Penalty: 5993.490723
	Iteration 35Q: 3 clusters Score -2.49124e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146025 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -24913398.000000 Penalty: 5993.490723
	Iteration 36Q: 3 clusters Score -2.49134e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149335 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -24914230.000000 Penalty: 5993.490723
	Iteration 37Q: 3 clusters Score -2.491423e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152397 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -24915512.000000 Penalty: 5993.490723
	Iteration 38Q: 3 clusters Score -2.491551e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155212 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -24917452.000000 Penalty: 5993.490723
	Iteration 39Q: 3 clusters Score -2.491745e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157902 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -24920488.000000 Penalty: 5993.490723
	Iteration 40F: 3 clusters Score -2.492049e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160987 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -24922778.000000 Penalty: 5993.490723
	Iteration 41Q: 3 clusters Score -2.492278e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163588 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -24924158.000000 Penalty: 5993.490723
	Iteration 42Q: 3 clusters Score -2.492416e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165720 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -24925192.000000 Penalty: 5993.490723
	Iteration 43Q: 3 clusters Score -2.492519e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167587 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -24925980.000000 Penalty: 5993.490723
	Iteration 44Q: 3 clusters Score -2.492598e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169146 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -24926654.000000 Penalty: 5993.490723
	Iteration 45Q: 3 clusters Score -2.492665e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170521 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -24926934.000000 Penalty: 5993.490723
	Iteration 46Q: 3 clusters Score -2.492693e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171760 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -24927036.000000 Penalty: 5993.490723
	Iteration 47Q: 3 clusters Score -2.492704e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172799 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -24927338.000000 Penalty: 5993.490723
	Iteration 48Q: 3 clusters Score -2.492734e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173662 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -24927568.000000 Penalty: 5993.490723
	Iteration 49Q: 3 clusters Score -2.492757e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174345 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -24927726.000000 Penalty: 5993.490723
	Iteration 50Q: 3 clusters Score -2.492773e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174867 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -24927668.000000 Penalty: 5993.490723
	Iteration 51Q: 3 clusters Score -2.492767e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175258 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -24927648.000000 Penalty: 5993.490723
	Iteration 52Q: 3 clusters Score -2.492765e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175538 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -24927660.000000 Penalty: 5993.490723
	Iteration 53Q: 3 clusters Score -2.492766e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175729 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -24927700.000000 Penalty: 5993.490723
	Iteration 54Q: 3 clusters Score -2.49277e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175858 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -24927666.000000 Penalty: 5993.490723
	Iteration 55Q: 3 clusters Score -2.492767e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175950 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -24927650.000000 Penalty: 5993.490723
	Iteration 56Q: 3 clusters Score -2.492765e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176022 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -24927642.000000 Penalty: 5993.490723
	Iteration 57Q: 3 clusters Score -2.492764e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176068 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -24927652.000000 Penalty: 5993.490723
	Iteration 58Q: 3 clusters Score -2.492765e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176119 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -24927666.000000 Penalty: 5993.490723
	Iteration 59Q: 3 clusters Score -2.492767e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176159 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -24927670.000000 Penalty: 5993.490723
	Iteration 60F: 3 clusters Score -2.492767e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176193 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -24927690.000000 Penalty: 5993.490723
	Iteration 61Q: 3 clusters Score -2.492769e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176220 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -24927724.000000 Penalty: 5993.490723
	Iteration 62Q: 3 clusters Score -2.492772e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176242 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -24927724.000000 Penalty: 5993.490723
	Iteration 63Q: 3 clusters Score -2.492772e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176254 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -24927712.000000 Penalty: 5993.490723
	Iteration 64Q: 3 clusters Score -2.492771e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176265 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -24927742.000000 Penalty: 5993.490723
	Iteration 65Q: 3 clusters Score -2.492774e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176272 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -24927728.000000 Penalty: 5993.490723
	Iteration 66Q: 3 clusters Score -2.492773e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176278 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -24927742.000000 Penalty: 5993.490723
	Iteration 67Q: 3 clusters Score -2.492774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176278 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -24927738.000000 Penalty: 5993.490723
	Iteration 68Q: 3 clusters Score -2.492774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176281 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -24927712.000000 Penalty: 5993.490723
	Iteration 69Q: 3 clusters Score -2.492771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176284 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -24927708.000000 Penalty: 5993.490723
	Iteration 70Q: 3 clusters Score -2.492771e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176288 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -24927720.000000 Penalty: 5993.490723
	Iteration 71Q: 3 clusters Score -2.492772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176290 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -24927716.000000 Penalty: 5993.490723
	Iteration 72Q: 3 clusters Score -2.492772e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176290 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -24927716.000000 Penalty: 5993.490723
	Iteration 73F: 3 clusters Score -2.492772e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 799 members 
Mstep: Class 4 contains 131615 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3847 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 16153 members 
Mstep: Class 9 contains 109060 members 
Mstep: Class 10 contains 1016 members 
Mstep: Class 11 contains 18065 members 
Mstep: Class 12 contains 26540 members 
Mstep: Class 13 contains 21024 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17702 members 
Mstep: Class 17 contains 422 members 
Mstep: Class 18 contains 69021 members 
Mstep: Class 19 contains 8122 members 
Mstep: Class 20 contains 128360 members 
Mstep: Class 21 contains 19927 members 
Mstep: Class 22 contains 173324 members 
Mstep: Class 23 contains 176955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676552.000000 Penalty: 81993.640625
Iteration 119Q: 25 clusters Score -1.326766e+08 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 799 members 
Mstep: Class 4 contains 131638 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3846 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 16210 members 
Mstep: Class 9 contains 109098 members 
Mstep: Class 10 contains 1017 members 
Mstep: Class 11 contains 18049 members 
Mstep: Class 12 contains 26546 members 
Mstep: Class 13 contains 20980 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17704 members 
Mstep: Class 17 contains 425 members 
Mstep: Class 18 contains 68990 members 
Mstep: Class 19 contains 8123 members 
Mstep: Class 20 contains 128362 members 
Mstep: Class 21 contains 19900 members 
Mstep: Class 22 contains 173338 members 
Mstep: Class 23 contains 176961 members 
Mstep: Class 24 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676328.000000 Penalty: 81993.640625
Iteration 120F: 25 clusters Score -1.326763e+08 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 799 members 
Mstep: Class 4 contains 131651 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3846 members 
Mstep: Class 7 contains 311 members 
Mstep: Class 8 contains 16276 members 
Mstep: Class 9 contains 109140 members 
Mstep: Class 10 contains 1019 members 
Mstep: Class 11 contains 18032 members 
Mstep: Class 12 contains 26560 members 
Mstep: Class 13 contains 20950 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17709 members 
Mstep: Class 17 contains 430 members 
Mstep: Class 18 contains 68961 members 
Mstep: Class 19 contains 8126 members 
Mstep: Class 20 contains 128353 members 
Mstep: Class 21 contains 19879 members 
Mstep: Class 22 contains 173331 members 
Mstep: Class 23 contains 176951 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676592.000000 Penalty: 81993.640625
Iteration 121Q: 25 clusters Score -1.326766e+08 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 799 members 
Mstep: Class 4 contains 131649 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3846 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 16356 members 
Mstep: Class 9 contains 109199 members 
Mstep: Class 10 contains 1019 members 
Mstep: Class 11 contains 18021 members 
Mstep: Class 12 contains 26561 members 
Mstep: Class 13 contains 20922 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17711 members 
Mstep: Class 17 contains 440 members 
Mstep: Class 18 contains 68941 members 
Mstep: Class 19 contains 8124 members 
Mstep: Class 20 contains 128348 members 
Mstep: Class 21 contains 19856 members 
Mstep: Class 22 contains 173315 members 
Mstep: Class 23 contains 176924 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676672.000000 Penalty: 81993.640625
Iteration 122Q: 25 clusters Score -1.326767e+08 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 799 members 
Mstep: Class 4 contains 131620 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3846 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 16436 members 
Mstep: Class 9 contains 109270 members 
Mstep: Class 10 contains 1019 members 
Mstep: Class 11 contains 18011 members 
Mstep: Class 12 contains 26569 members 
Mstep: Class 13 contains 20901 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17714 members 
Mstep: Class 17 contains 448 members 
Mstep: Class 18 contains 68925 members 
Mstep: Class 19 contains 8123 members 
Mstep: Class 20 contains 128331 members 
Mstep: Class 21 contains 19836 members 
Mstep: Class 22 contains 173294 members 
Mstep: Class 23 contains 176903 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132677064.000000 Penalty: 81993.640625
Iteration 123Q: 25 clusters Score -1.326771e+08 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 799 members 
Mstep: Class 4 contains 131574 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3846 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 16512 members 
Mstep: Class 9 contains 109343 members 
Mstep: Class 10 contains 1019 members 
Mstep: Class 11 contains 18010 members 
Mstep: Class 12 contains 26575 members 
Mstep: Class 13 contains 20872 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17719 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68914 members 
Mstep: Class 19 contains 8120 members 
Mstep: Class 20 contains 128332 members 
Mstep: Class 21 contains 19818 members 
Mstep: Class 22 contains 173272 members 
Mstep: Class 23 contains 176881 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132677064.000000 Penalty: 81993.640625
Iteration 124Q: 25 clusters Score -1.326771e+08 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 799 members 
Mstep: Class 4 contains 131534 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3846 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 16576 members 
Mstep: Class 9 contains 109414 members 
Mstep: Class 10 contains 1019 members 
Mstep: Class 11 contains 18005 members 
Mstep: Class 12 contains 26582 members 
Mstep: Class 13 contains 20856 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17720 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68904 members 
Mstep: Class 19 contains 8119 members 
Mstep: Class 20 contains 128338 members 
Mstep: Class 21 contains 19802 members 
Mstep: Class 22 contains 173222 members 
Mstep: Class 23 contains 176869 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132677048.000000 Penalty: 81993.640625
Iteration 125Q: 25 clusters Score -1.32677e+08 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 799 members 
Mstep: Class 4 contains 131471 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 16633 members 
Mstep: Class 9 contains 109479 members 
Mstep: Class 10 contains 1019 members 
Mstep: Class 11 contains 18004 members 
Mstep: Class 12 contains 26591 members 
Mstep: Class 13 contains 20835 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17719 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68891 members 
Mstep: Class 19 contains 8126 members 
Mstep: Class 20 contains 128345 members 
Mstep: Class 21 contains 19790 members 
Mstep: Class 22 contains 173210 members 
Mstep: Class 23 contains 176862 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132677000.000000 Penalty: 81993.640625
Iteration 126Q: 25 clusters Score -1.32677e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 799 members 
Mstep: Class 4 contains 131433 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 16692 members 
Mstep: Class 9 contains 109526 members 
Mstep: Class 10 contains 1018 members 
Mstep: Class 11 contains 18003 members 
Mstep: Class 12 contains 26606 members 
Mstep: Class 13 contains 20808 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17720 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68879 members 
Mstep: Class 19 contains 8124 members 
Mstep: Class 20 contains 128341 members 
Mstep: Class 21 contains 19777 members 
Mstep: Class 22 contains 173200 members 
Mstep: Class 23 contains 176856 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676736.000000 Penalty: 81993.640625
Iteration 127Q: 25 clusters Score -1.326767e+08 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 800 members 
Mstep: Class 4 contains 131365 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 16762 members 
Mstep: Class 9 contains 109581 members 
Mstep: Class 10 contains 1018 members 
Mstep: Class 11 contains 17999 members 
Mstep: Class 12 contains 26616 members 
Mstep: Class 13 contains 20786 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17722 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68859 members 
Mstep: Class 19 contains 8125 members 
Mstep: Class 20 contains 128348 members 
Mstep: Class 21 contains 19768 members 
Mstep: Class 22 contains 173193 members 
Mstep: Class 23 contains 176842 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676728.000000 Penalty: 81993.640625
Iteration 128Q: 25 clusters Score -1.326767e+08 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 800 members 
Mstep: Class 4 contains 131320 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 16836 members 
Mstep: Class 9 contains 109623 members 
Mstep: Class 10 contains 1018 members 
Mstep: Class 11 contains 18000 members 
Mstep: Class 12 contains 26629 members 
Mstep: Class 13 contains 20770 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17722 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68839 members 
Mstep: Class 19 contains 8127 members 
Mstep: Class 20 contains 128348 members 
Mstep: Class 21 contains 19751 members 
Mstep: Class 22 contains 173163 members 
Mstep: Class 23 contains 176848 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676608.000000 Penalty: 81993.640625
Iteration 129Q: 25 clusters Score -1.326766e+08 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 800 members 
Mstep: Class 4 contains 131255 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 16891 members 
Mstep: Class 9 contains 109660 members 
Mstep: Class 10 contains 1018 members 
Mstep: Class 11 contains 18003 members 
Mstep: Class 12 contains 26650 members 
Mstep: Class 13 contains 20749 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17721 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68821 members 
Mstep: Class 19 contains 8126 members 
Mstep: Class 20 contains 128351 members 
Mstep: Class 21 contains 19746 members 
Mstep: Class 22 contains 173147 members 
Mstep: Class 23 contains 176857 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676816.000000 Penalty: 81993.640625
Iteration 130Q: 25 clusters Score -1.326768e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 800 members 
Mstep: Class 4 contains 131180 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 16929 members 
Mstep: Class 9 contains 109715 members 
Mstep: Class 10 contains 1018 members 
Mstep: Class 11 contains 18010 members 
Mstep: Class 12 contains 26661 members 
Mstep: Class 13 contains 20738 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17721 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68807 members 
Mstep: Class 19 contains 8130 members 
Mstep: Class 20 contains 128355 members 
Mstep: Class 21 contains 19739 members 
Mstep: Class 22 contains 173126 members 
Mstep: Class 23 contains 176872 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676816.000000 Penalty: 81993.640625
Iteration 131Q: 25 clusters Score -1.326768e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 800 members 
Mstep: Class 4 contains 131129 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 16979 members 
Mstep: Class 9 contains 109773 members 
Mstep: Class 10 contains 1018 members 
Mstep: Class 11 contains 18015 members 
Mstep: Class 12 contains 26671 members 
Mstep: Class 13 contains 20729 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17723 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68798 members 
Mstep: Class 19 contains 8131 members 
Mstep: Class 20 contains 128350 members 
Mstep: Class 21 contains 19730 members 
Mstep: Class 22 contains 173081 members 
Mstep: Class 23 contains 176874 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676664.000000 Penalty: 81993.640625
Iteration 132Q: 25 clusters Score -1.326767e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33767 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 799 members 
Mstep: Class 4 contains 131084 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 17040 members 
Mstep: Class 9 contains 109801 members 
Mstep: Class 10 contains 1018 members 
Mstep: Class 11 contains 18014 members 
Mstep: Class 12 contains 26678 members 
Mstep: Class 13 contains 20713 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17725 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68793 members 
Mstep: Class 19 contains 8128 members 
Mstep: Class 20 contains 128337 members 
Mstep: Class 21 contains 19727 members 
Mstep: Class 22 contains 173056 members 
Mstep: Class 23 contains 176890 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676520.000000 Penalty: 81993.640625
Iteration 133Q: 25 clusters Score -1.326765e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 799 members 
Mstep: Class 4 contains 131027 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 17097 members 
Mstep: Class 9 contains 109851 members 
Mstep: Class 10 contains 1018 members 
Mstep: Class 11 contains 18017 members 
Mstep: Class 12 contains 26687 members 
Mstep: Class 13 contains 20705 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17732 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68787 members 
Mstep: Class 19 contains 8127 members 
Mstep: Class 20 contains 128322 members 
Mstep: Class 21 contains 19717 members 
Mstep: Class 22 contains 173030 members 
Mstep: Class 23 contains 176893 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676552.000000 Penalty: 81993.640625
Iteration 134Q: 25 clusters Score -1.326766e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 799 members 
Mstep: Class 4 contains 130983 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 17146 members 
Mstep: Class 9 contains 109874 members 
Mstep: Class 10 contains 1018 members 
Mstep: Class 11 contains 18019 members 
Mstep: Class 12 contains 26695 members 
Mstep: Class 13 contains 20695 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17733 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68777 members 
Mstep: Class 19 contains 8127 members 
Mstep: Class 20 contains 128318 members 
Mstep: Class 21 contains 19703 members 
Mstep: Class 22 contains 173013 members 
Mstep: Class 23 contains 176908 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676496.000000 Penalty: 81993.640625
Iteration 135Q: 25 clusters Score -1.326765e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 799 members 
Mstep: Class 4 contains 130925 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 17193 members 
Mstep: Class 9 contains 109903 members 
Mstep: Class 10 contains 1019 members 
Mstep: Class 11 contains 18022 members 
Mstep: Class 12 contains 26701 members 
Mstep: Class 13 contains 20686 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17732 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68772 members 
Mstep: Class 19 contains 8127 members 
Mstep: Class 20 contains 128315 members 
Mstep: Class 21 contains 19693 members 
Mstep: Class 22 contains 172979 members 
Mstep: Class 23 contains 176949 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676520.000000 Penalty: 81993.640625
Iteration 136Q: 25 clusters Score -1.326765e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33753 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 798 members 
Mstep: Class 4 contains 130869 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 17244 members 
Mstep: Class 9 contains 109918 members 
Mstep: Class 10 contains 1020 members 
Mstep: Class 11 contains 18023 members 
Mstep: Class 12 contains 26706 members 
Mstep: Class 13 contains 20670 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17732 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68763 members 
Mstep: Class 19 contains 8129 members 
Mstep: Class 20 contains 128325 members 
Mstep: Class 21 contains 19680 members 
Mstep: Class 22 contains 172972 members 
Mstep: Class 23 contains 176968 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676480.000000 Penalty: 81993.640625
Iteration 137Q: 25 clusters Score -1.326765e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 797 members 
Mstep: Class 4 contains 130821 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 17283 members 
Mstep: Class 9 contains 109950 members 
Mstep: Class 10 contains 1020 members 
Mstep: Class 11 contains 18023 members 
Mstep: Class 12 contains 26706 members 
Mstep: Class 13 contains 20653 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17734 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68757 members 
Mstep: Class 19 contains 8130 members 
Mstep: Class 20 contains 128334 members 
Mstep: Class 21 contains 19671 members 
Mstep: Class 22 contains 172962 members 
Mstep: Class 23 contains 176986 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676408.000000 Penalty: 81993.640625
Iteration 138Q: 25 clusters Score -1.326764e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 130767 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 17326 members 
Mstep: Class 9 contains 109982 members 
Mstep: Class 10 contains 1020 members 
Mstep: Class 11 contains 18023 members 
Mstep: Class 12 contains 26708 members 
Mstep: Class 13 contains 20646 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17736 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68747 members 
Mstep: Class 19 contains 8129 members 
Mstep: Class 20 contains 128325 members 
Mstep: Class 21 contains 19654 members 
Mstep: Class 22 contains 172956 members 
Mstep: Class 23 contains 177013 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676448.000000 Penalty: 81993.640625
Iteration 139Q: 25 clusters Score -1.326764e+08 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 795 members 
Mstep: Class 4 contains 130738 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 17375 members 
Mstep: Class 9 contains 110007 members 
Mstep: Class 10 contains 1020 members 
Mstep: Class 11 contains 18020 members 
Mstep: Class 12 contains 26708 members 
Mstep: Class 13 contains 20637 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17739 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68740 members 
Mstep: Class 19 contains 8127 members 
Mstep: Class 20 contains 128328 members 
Mstep: Class 21 contains 19640 members 
Mstep: Class 22 contains 172926 members 
Mstep: Class 23 contains 177028 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676416.000000 Penalty: 81993.640625
Iteration 140F: 25 clusters Score -1.326764e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 795 members 
Mstep: Class 4 contains 130708 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 17443 members 
Mstep: Class 9 contains 110016 members 
Mstep: Class 10 contains 1020 members 
Mstep: Class 11 contains 18021 members 
Mstep: Class 12 contains 26708 members 
Mstep: Class 13 contains 20622 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17741 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68733 members 
Mstep: Class 19 contains 8129 members 
Mstep: Class 20 contains 128330 members 
Mstep: Class 21 contains 19624 members 
Mstep: Class 22 contains 172898 members 
Mstep: Class 23 contains 177039 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676272.000000 Penalty: 81993.640625
Iteration 141Q: 25 clusters Score -1.326763e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 795 members 
Mstep: Class 4 contains 130706 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 17505 members 
Mstep: Class 9 contains 110029 members 
Mstep: Class 10 contains 1020 members 
Mstep: Class 11 contains 18022 members 
Mstep: Class 12 contains 26704 members 
Mstep: Class 13 contains 20612 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17741 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68724 members 
Mstep: Class 19 contains 8129 members 
Mstep: Class 20 contains 128338 members 
Mstep: Class 21 contains 19612 members 
Mstep: Class 22 contains 172859 members 
Mstep: Class 23 contains 177029 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676352.000000 Penalty: 81993.640625
Iteration 142Q: 25 clusters Score -1.326764e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 795 members 
Mstep: Class 4 contains 130695 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 17569 members 
Mstep: Class 9 contains 110048 members 
Mstep: Class 10 contains 1020 members 
Mstep: Class 11 contains 18019 members 
Mstep: Class 12 contains 26705 members 
Mstep: Class 13 contains 20603 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17743 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68721 members 
Mstep: Class 19 contains 8129 members 
Mstep: Class 20 contains 128339 members 
Mstep: Class 21 contains 19599 members 
Mstep: Class 22 contains 172802 members 
Mstep: Class 23 contains 177038 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676376.000000 Penalty: 81993.640625
Iteration 143Q: 25 clusters Score -1.326764e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33741 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 795 members 
Mstep: Class 4 contains 130692 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 17648 members 
Mstep: Class 9 contains 110041 members 
Mstep: Class 10 contains 1020 members 
Mstep: Class 11 contains 18020 members 
Mstep: Class 12 contains 26706 members 
Mstep: Class 13 contains 20592 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17746 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68720 members 
Mstep: Class 19 contains 8129 members 
Mstep: Class 20 contains 128340 members 
Mstep: Class 21 contains 19593 members 
Mstep: Class 22 contains 172758 members 
Mstep: Class 23 contains 177029 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676176.000000 Penalty: 81993.640625
Iteration 144Q: 25 clusters Score -1.326762e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 795 members 
Mstep: Class 4 contains 130702 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3843 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 17735 members 
Mstep: Class 9 contains 110033 members 
Mstep: Class 10 contains 1020 members 
Mstep: Class 11 contains 18023 members 
Mstep: Class 12 contains 26701 members 
Mstep: Class 13 contains 20581 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17745 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68716 members 
Mstep: Class 19 contains 8124 members 
Mstep: Class 20 contains 128342 members 
Mstep: Class 21 contains 19586 members 
Mstep: Class 22 contains 172702 members 
Mstep: Class 23 contains 177020 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676280.000000 Penalty: 81993.640625
Iteration 145Q: 25 clusters Score -1.326763e+08 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33735 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 130740 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3843 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 17799 members 
Mstep: Class 9 contains 110044 members 
Mstep: Class 10 contains 1020 members 
Mstep: Class 11 contains 18023 members 
Mstep: Class 12 contains 26701 members 
Mstep: Class 13 contains 20574 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17746 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68719 members 
Mstep: Class 19 contains 8121 members 
Mstep: Class 20 contains 128335 members 
Mstep: Class 21 contains 19582 members 
Mstep: Class 22 contains 172634 members 
Mstep: Class 23 contains 177001 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676232.000000 Penalty: 81993.640625
Iteration 146Q: 25 clusters Score -1.326762e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33725 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 130790 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3843 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 17868 members 
Mstep: Class 9 contains 110043 members 
Mstep: Class 10 contains 1020 members 
Mstep: Class 11 contains 18024 members 
Mstep: Class 12 contains 26703 members 
Mstep: Class 13 contains 20564 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17746 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68717 members 
Mstep: Class 19 contains 8118 members 
Mstep: Class 20 contains 128327 members 
Mstep: Class 21 contains 19576 members 
Mstep: Class 22 contains 172560 members 
Mstep: Class 23 contains 176993 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676136.000000 Penalty: 81993.640625
Iteration 147Q: 25 clusters Score -1.326761e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 130832 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3843 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 17926 members 
Mstep: Class 9 contains 110036 members 
Mstep: Class 10 contains 1020 members 
Mstep: Class 11 contains 18023 members 
Mstep: Class 12 contains 26710 members 
Mstep: Class 13 contains 20539 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17745 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68712 members 
Mstep: Class 19 contains 8119 members 
Mstep: Class 20 contains 128326 members 
Mstep: Class 21 contains 19569 members 
Mstep: Class 22 contains 172506 members 
Mstep: Class 23 contains 176994 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675936.000000 Penalty: 81993.640625
Iteration 148Q: 25 clusters Score -1.326759e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 130839 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3843 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 17992 members 
Mstep: Class 9 contains 110031 members 
Mstep: Class 10 contains 1020 members 
Mstep: Class 11 contains 18023 members 
Mstep: Class 12 contains 26715 members 
Mstep: Class 13 contains 20516 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17745 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68709 members 
Mstep: Class 19 contains 8122 members 
Mstep: Class 20 contains 128323 members 
Mstep: Class 21 contains 19559 members 
Mstep: Class 22 contains 172468 members 
Mstep: Class 23 contains 177000 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676088.000000 Penalty: 81993.640625
Iteration 149Q: 25 clusters Score -1.326761e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 130822 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 18061 members 
Mstep: Class 9 contains 110034 members 
Mstep: Class 10 contains 1019 members 
Mstep: Class 11 contains 18021 members 
Mstep: Class 12 contains 26719 members 
Mstep: Class 13 contains 20497 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17749 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68700 members 
Mstep: Class 19 contains 8126 members 
Mstep: Class 20 contains 128328 members 
Mstep: Class 21 contains 19554 members 
Mstep: Class 22 contains 172425 members 
Mstep: Class 23 contains 177009 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676160.000000 Penalty: 81993.640625
Iteration 150Q: 25 clusters Score -1.326762e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33701 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 130815 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 18119 members 
Mstep: Class 9 contains 110012 members 
Mstep: Class 10 contains 1019 members 
Mstep: Class 11 contains 18021 members 
Mstep: Class 12 contains 26722 members 
Mstep: Class 13 contains 20472 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17754 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68697 members 
Mstep: Class 19 contains 8125 members 
Mstep: Class 20 contains 128331 members 
Mstep: Class 21 contains 19555 members 
Mstep: Class 22 contains 172402 members 
Mstep: Class 23 contains 177027 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676024.000000 Penalty: 81993.640625
Iteration 151Q: 25 clusters Score -1.32676e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 130809 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 18191 members 
Mstep: Class 9 contains 110008 members 
Mstep: Class 10 contains 1019 members 
Mstep: Class 11 contains 18022 members 
Mstep: Class 12 contains 26728 members 
Mstep: Class 13 contains 20453 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17757 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68696 members 
Mstep: Class 19 contains 8123 members 
Mstep: Class 20 contains 128336 members 
Mstep: Class 21 contains 19552 members 
Mstep: Class 22 contains 172363 members 
Mstep: Class 23 contains 177023 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675968.000000 Penalty: 81993.640625
Iteration 152Q: 25 clusters Score -1.32676e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 130792 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 18258 members 
Mstep: Class 9 contains 110019 members 
Mstep: Class 10 contains 1019 members 
Mstep: Class 11 contains 18024 members 
Mstep: Class 12 contains 26725 members 
Mstep: Class 13 contains 20434 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17757 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68690 members 
Mstep: Class 19 contains 8119 members 
Mstep: Class 20 contains 128348 members 
Mstep: Class 21 contains 19549 members 
Mstep: Class 22 contains 172336 members 
Mstep: Class 23 contains 177020 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676120.000000 Penalty: 81993.640625
Iteration 153Q: 25 clusters Score -1.326761e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 130780 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 18320 members 
Mstep: Class 9 contains 110024 members 
Mstep: Class 10 contains 1019 members 
Mstep: Class 11 contains 18032 members 
Mstep: Class 12 contains 26727 members 
Mstep: Class 13 contains 20407 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17759 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68690 members 
Mstep: Class 19 contains 8118 members 
Mstep: Class 20 contains 128356 members 
Mstep: Class 21 contains 19543 members 
Mstep: Class 22 contains 172304 members 
Mstep: Class 23 contains 177013 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676048.000000 Penalty: 81993.640625
Iteration 154Q: 25 clusters Score -1.32676e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 130759 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 18387 members 
Mstep: Class 9 contains 110014 members 
Mstep: Class 10 contains 1019 members 
Mstep: Class 11 contains 18040 members 
Mstep: Class 12 contains 26735 members 
Mstep: Class 13 contains 20388 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17758 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68697 members 
Mstep: Class 19 contains 8117 members 
Mstep: Class 20 contains 128368 members 
Mstep: Class 21 contains 19535 members 
Mstep: Class 22 contains 172270 members 
Mstep: Class 23 contains 177010 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676144.000000 Penalty: 81993.640625
Iteration 155Q: 25 clusters Score -1.326761e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 130731 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 18466 members 
Mstep: Class 9 contains 110000 members 
Mstep: Class 10 contains 1019 members 
Mstep: Class 11 contains 18044 members 
Mstep: Class 12 contains 26737 members 
Mstep: Class 13 contains 20377 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17757 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68700 members 
Mstep: Class 19 contains 8118 members 
Mstep: Class 20 contains 128379 members 
Mstep: Class 21 contains 19534 members 
Mstep: Class 22 contains 172229 members 
Mstep: Class 23 contains 177006 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676336.000000 Penalty: 81993.640625
Iteration 156Q: 25 clusters Score -1.326763e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 130691 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 18562 members 
Mstep: Class 9 contains 109974 members 
Mstep: Class 10 contains 1019 members 
Mstep: Class 11 contains 18047 members 
Mstep: Class 12 contains 26741 members 
Mstep: Class 13 contains 20369 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17760 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68700 members 
Mstep: Class 19 contains 8116 members 
Mstep: Class 20 contains 128392 members 
Mstep: Class 21 contains 19533 members 
Mstep: Class 22 contains 172187 members 
Mstep: Class 23 contains 177017 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676160.000000 Penalty: 81993.640625
Iteration 157Q: 25 clusters Score -1.326762e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 795 members 
Mstep: Class 4 contains 130639 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 18659 members 
Mstep: Class 9 contains 109961 members 
Mstep: Class 10 contains 1019 members 
Mstep: Class 11 contains 18049 members 
Mstep: Class 12 contains 26750 members 
Mstep: Class 13 contains 20358 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17760 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68705 members 
Mstep: Class 19 contains 8115 members 
Mstep: Class 20 contains 128397 members 
Mstep: Class 21 contains 19528 members 
Mstep: Class 22 contains 172155 members 
Mstep: Class 23 contains 177025 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675984.000000 Penalty: 81993.640625
Iteration 158Q: 25 clusters Score -1.32676e+08 nChanged 533
Entering ConstructFrom: 
Score: -132675984.000000 Penalty: 81993.640625
Entering ConstructFrom: 
Trying to split cluster 1 (33648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Entering Unmasked Estep 
Score: -4768955.000000 Penalty: 2585.079834
	Iteration 0F: 2 clusters Score -4768955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -4746005.500000 Penalty: 5170.159668
	Iteration 0F: 3 clusters Score -4746006 nChanged 15274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -4754447.500000 Penalty: 5170.159668
	Iteration 1F: 3 clusters Score -4754448 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -4755208.000000 Penalty: 5170.159668
	Iteration 2F: 3 clusters Score -4755208 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -4756236.500000 Penalty: 5170.159668
	Iteration 3F: 3 clusters Score -4756236 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -4757497.000000 Penalty: 5170.159668
	Iteration 4F: 3 clusters Score -4757497 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -4759063.000000 Penalty: 5170.159668
	Iteration 5F: 3 clusters Score -4759063 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -4760881.000000 Penalty: 5170.159668
	Iteration 6F: 3 clusters Score -4760881 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -4762785.000000 Penalty: 5170.159668
	Iteration 7F: 3 clusters Score -4762785 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -4764461.000000 Penalty: 5170.159668
	Iteration 8F: 3 clusters Score -4764461 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -4765731.500000 Penalty: 5170.159668
	Iteration 9Q: 3 clusters Score -4765732 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -4766551.500000 Penalty: 5170.159668
	Iteration 10Q: 3 clusters Score -4766552 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -4767049.000000 Penalty: 5170.159668
	Iteration 11Q: 3 clusters Score -4767049 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -4767383.500000 Penalty: 5170.159668
	Iteration 12Q: 3 clusters Score -4767384 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -4767591.500000 Penalty: 5170.159668
	Iteration 13Q: 3 clusters Score -4767592 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -4767736.500000 Penalty: 5170.159668
	Iteration 14Q: 3 clusters Score -4767736 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -4767809.000000 Penalty: 5170.159668
	Iteration 15Q: 3 clusters Score -4767809 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -4767865.500000 Penalty: 5170.159668
	Iteration 16Q: 3 clusters Score -4767866 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -4767919.500000 Penalty: 5170.159668
	Iteration 17Q: 3 clusters Score -4767920 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -4767955.500000 Penalty: 5170.159668
	Iteration 18Q: 3 clusters Score -4767956 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -4767969.000000 Penalty: 5170.159668
	Iteration 19Q: 3 clusters Score -4767969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -4767980.500000 Penalty: 5170.159668
	Iteration 20F: 3 clusters Score -4767980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -4767986.500000 Penalty: 5170.159668
	Iteration 21Q: 3 clusters Score -4767986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -4767988.000000 Penalty: 5170.159668
	Iteration 22Q: 3 clusters Score -4767988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -4767993.000000 Penalty: 5170.159668
	Iteration 23Q: 3 clusters Score -4767993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -4767994.000000 Penalty: 5170.159668
	Iteration 24Q: 3 clusters Score -4767994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -4767994.000000 Penalty: 5170.159668
	Iteration 25F: 3 clusters Score -4767994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Entering Unmasked Estep 
Score: -185939.656250 Penalty: 1791.196411
	Iteration 0F: 2 clusters Score -185939.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -183703.859375 Penalty: 3582.392822
	Iteration 0F: 3 clusters Score -183703.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -184047.031250 Penalty: 3582.392822
	Iteration 1F: 3 clusters Score -184047 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -184188.156250 Penalty: 3582.392822
	Iteration 2F: 3 clusters Score -184188.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -184257.437500 Penalty: 3582.392822
	Iteration 3Q: 3 clusters Score -184257.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -184299.140625 Penalty: 3582.392822
	Iteration 4Q: 3 clusters Score -184299.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -184339.656250 Penalty: 3582.392822
	Iteration 5Q: 3 clusters Score -184339.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -184384.781250 Penalty: 3582.392822
	Iteration 6Q: 3 clusters Score -184384.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -184427.046875 Penalty: 3582.392822
	Iteration 7Q: 3 clusters Score -184427 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -184453.687500 Penalty: 3582.392822
	Iteration 8Q: 3 clusters Score -184453.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -184467.578125 Penalty: 3582.392822
	Iteration 9Q: 3 clusters Score -184467.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -184477.796875 Penalty: 3582.392822
	Iteration 10Q: 3 clusters Score -184477.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -184484.156250 Penalty: 3582.392822
	Iteration 11Q: 3 clusters Score -184484.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -184491.078125 Penalty: 3582.392822
	Iteration 12Q: 3 clusters Score -184491.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -184500.515625 Penalty: 3582.392822
	Iteration 13Q: 3 clusters Score -184500.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -184504.968750 Penalty: 3582.392822
	Iteration 14Q: 3 clusters Score -184505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -184506.734375 Penalty: 3582.392822
	Iteration 15Q: 3 clusters Score -184506.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -184507.218750 Penalty: 3582.392822
	Iteration 16Q: 3 clusters Score -184507.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -184508.140625 Penalty: 3582.392822
	Iteration 17Q: 3 clusters Score -184508.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -184508.140625 Penalty: 3582.392822
	Iteration 18F: 3 clusters Score -184508.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -100607.890625 Penalty: 1656.228760
	Iteration 0F: 2 clusters Score -100607.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -98896.117188 Penalty: 3312.457520
	Iteration 0F: 3 clusters Score -98896.12 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -99358.125000 Penalty: 3312.457520
	Iteration 1F: 3 clusters Score -99358.12 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -99576.789062 Penalty: 3312.457520
	Iteration 2F: 3 clusters Score -99576.79 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -99711.554688 Penalty: 3312.457520
	Iteration 3F: 3 clusters Score -99711.55 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -99812.312500 Penalty: 3312.457520
	Iteration 4Q: 3 clusters Score -99812.31 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -99902.289062 Penalty: 3312.457520
	Iteration 5Q: 3 clusters Score -99902.29 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -99974.187500 Penalty: 3312.457520
	Iteration 6Q: 3 clusters Score -99974.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -100016.421875 Penalty: 3312.457520
	Iteration 7Q: 3 clusters Score -100016.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -100049.960938 Penalty: 3312.457520
	Iteration 8Q: 3 clusters Score -100050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -100053.601562 Penalty: 3312.457520
	Iteration 9Q: 3 clusters Score -100053.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -100057.976562 Penalty: 3312.457520
	Iteration 10Q: 3 clusters Score -100058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -100063.125000 Penalty: 3312.457520
	Iteration 11Q: 3 clusters Score -100063.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -100070.085938 Penalty: 3312.457520
	Iteration 12Q: 3 clusters Score -100070.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -100070.085938 Penalty: 3312.457520
	Iteration 13F: 3 clusters Score -100070.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (130586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130586 members 
Entering Unmasked Estep 
Score: -18285720.000000 Penalty: 2921.387207
	Iteration 0F: 2 clusters Score -1.828572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65303 members 
Mstep: Class 2 contains 65283 members 
Entering Unmasked Estep 
Score: -18201162.000000 Penalty: 5842.774414
	Iteration 0F: 3 clusters Score -1.820116e+07 nChanged 62267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64842 members 
Mstep: Class 2 contains 65744 members 
Entering Unmasked Estep 
Score: -18236884.000000 Penalty: 5842.774414
	Iteration 1F: 3 clusters Score -1.823688e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64459 members 
Mstep: Class 2 contains 66127 members 
Entering Unmasked Estep 
Score: -18237528.000000 Penalty: 5842.774414
	Iteration 2Q: 3 clusters Score -1.823753e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63947 members 
Mstep: Class 2 contains 66639 members 
Entering Unmasked Estep 
Score: -18238144.000000 Penalty: 5842.774414
	Iteration 3Q: 3 clusters Score -1.823814e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63070 members 
Mstep: Class 2 contains 67516 members 
Entering Unmasked Estep 
Score: -18238920.000000 Penalty: 5842.774414
	Iteration 4Q: 3 clusters Score -1.823892e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61785 members 
Mstep: Class 2 contains 68801 members 
Entering Unmasked Estep 
Score: -18239826.000000 Penalty: 5842.774414
	Iteration 5Q: 3 clusters Score -1.823983e+07 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59913 members 
Mstep: Class 2 contains 70673 members 
Entering Unmasked Estep 
Score: -18241044.000000 Penalty: 5842.774414
	Iteration 6Q: 3 clusters Score -1.824104e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57265 members 
Mstep: Class 2 contains 73321 members 
Entering Unmasked Estep 
Score: -18242950.000000 Penalty: 5842.774414
	Iteration 7Q: 3 clusters Score -1.824295e+07 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53656 members 
Mstep: Class 2 contains 76930 members 
Entering Unmasked Estep 
Score: -18245894.000000 Penalty: 5842.774414
	Iteration 8Q: 3 clusters Score -1.824589e+07 nChanged 7483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48999 members 
Mstep: Class 2 contains 81587 members 
Entering Unmasked Estep 
Score: -18250558.000000 Penalty: 5842.774414
	Iteration 9F: 3 clusters Score -1.825056e+07 nChanged 8459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43396 members 
Mstep: Class 2 contains 87190 members 
Entering Unmasked Estep 
Score: -18256572.000000 Penalty: 5842.774414
	Iteration 10F: 3 clusters Score -1.825657e+07 nChanged 8460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 93206 members 
Entering Unmasked Estep 
Score: -18263186.000000 Penalty: 5842.774414
	Iteration 11F: 3 clusters Score -1.826319e+07 nChanged 7461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 98777 members 
Entering Unmasked Estep 
Score: -18268824.000000 Penalty: 5842.774414
	Iteration 12F: 3 clusters Score -1.826882e+07 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 103674 members 
Entering Unmasked Estep 
Score: -18272646.000000 Penalty: 5842.774414
	Iteration 13Q: 3 clusters Score -1.827265e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 107852 members 
Entering Unmasked Estep 
Score: -18274860.000000 Penalty: 5842.774414
	Iteration 14Q: 3 clusters Score -1.827486e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 111751 members 
Entering Unmasked Estep 
Score: -18276542.000000 Penalty: 5842.774414
	Iteration 15Q: 3 clusters Score -1.827654e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 115377 members 
Entering Unmasked Estep 
Score: -18277980.000000 Penalty: 5842.774414
	Iteration 16Q: 3 clusters Score -1.827798e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 118712 members 
Entering Unmasked Estep 
Score: -18279244.000000 Penalty: 5842.774414
	Iteration 17Q: 3 clusters Score -1.827924e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 121564 members 
Entering Unmasked Estep 
Score: -18280328.000000 Penalty: 5842.774414
	Iteration 18Q: 3 clusters Score -1.828033e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 123909 members 
Entering Unmasked Estep 
Score: -18281330.000000 Penalty: 5842.774414
	Iteration 19Q: 3 clusters Score -1.828133e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 125676 members 
Entering Unmasked Estep 
Score: -18282082.000000 Penalty: 5842.774414
	Iteration 20F: 3 clusters Score -1.828208e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 126978 members 
Entering Unmasked Estep 
Score: -18282484.000000 Penalty: 5842.774414
	Iteration 21Q: 3 clusters Score -1.828248e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 127932 members 
Entering Unmasked Estep 
Score: -18282824.000000 Penalty: 5842.774414
	Iteration 22Q: 3 clusters Score -1.828282e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 128628 members 
Entering Unmasked Estep 
Score: -18283098.000000 Penalty: 5842.774414
	Iteration 23Q: 3 clusters Score -1.82831e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 129097 members 
Entering Unmasked Estep 
Score: -18283302.000000 Penalty: 5842.774414
	Iteration 24Q: 3 clusters Score -1.82833e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 129405 members 
Entering Unmasked Estep 
Score: -18283424.000000 Penalty: 5842.774414
	Iteration 25Q: 3 clusters Score -1.828342e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 129599 members 
Entering Unmasked Estep 
Score: -18283470.000000 Penalty: 5842.774414
	Iteration 26Q: 3 clusters Score -1.828347e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 129725 members 
Entering Unmasked Estep 
Score: -18283512.000000 Penalty: 5842.774414
	Iteration 27Q: 3 clusters Score -1.828351e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 129813 members 
Entering Unmasked Estep 
Score: -18283570.000000 Penalty: 5842.774414
	Iteration 28Q: 3 clusters Score -1.828357e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 129872 members 
Entering Unmasked Estep 
Score: -18283598.000000 Penalty: 5842.774414
	Iteration 29Q: 3 clusters Score -1.82836e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 129917 members 
Entering Unmasked Estep 
Score: -18283602.000000 Penalty: 5842.774414
	Iteration 30Q: 3 clusters Score -1.82836e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 129951 members 
Entering Unmasked Estep 
Score: -18283608.000000 Penalty: 5842.774414
	Iteration 31Q: 3 clusters Score -1.828361e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 129974 members 
Entering Unmasked Estep 
Score: -18283618.000000 Penalty: 5842.774414
	Iteration 32Q: 3 clusters Score -1.828362e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 129995 members 
Entering Unmasked Estep 
Score: -18283602.000000 Penalty: 5842.774414
	Iteration 33Q: 3 clusters Score -1.82836e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 130014 members 
Entering Unmasked Estep 
Score: -18283614.000000 Penalty: 5842.774414
	Iteration 34Q: 3 clusters Score -1.828361e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 130030 members 
Entering Unmasked Estep 
Score: -18283618.000000 Penalty: 5842.774414
	Iteration 35Q: 3 clusters Score -1.828362e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 130041 members 
Entering Unmasked Estep 
Score: -18283628.000000 Penalty: 5842.774414
	Iteration 36Q: 3 clusters Score -1.828363e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 130051 members 
Entering Unmasked Estep 
Score: -18283618.000000 Penalty: 5842.774414
	Iteration 37Q: 3 clusters Score -1.828362e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 130057 members 
Entering Unmasked Estep 
Score: -18283618.000000 Penalty: 5842.774414
	Iteration 38Q: 3 clusters Score -1.828362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 130061 members 
Entering Unmasked Estep 
Score: -18283618.000000 Penalty: 5842.774414
	Iteration 39Q: 3 clusters Score -1.828362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 130061 members 
Entering Unmasked Estep 
Score: -18283650.000000 Penalty: 5842.774414
	Iteration 40F: 3 clusters Score -1.828365e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 130061 members 
Entering Unmasked Estep 
Score: -18283656.000000 Penalty: 5842.774414
	Iteration 41Q: 3 clusters Score -1.828366e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 130060 members 
Entering Unmasked Estep 
Score: -18283672.000000 Penalty: 5842.774414
	Iteration 42Q: 3 clusters Score -1.828367e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 130062 members 
Entering Unmasked Estep 
Score: -18283666.000000 Penalty: 5842.774414
	Iteration 43Q: 3 clusters Score -1.828367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 130065 members 
Entering Unmasked Estep 
Score: -18283674.000000 Penalty: 5842.774414
	Iteration 44Q: 3 clusters Score -1.828367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 130067 members 
Entering Unmasked Estep 
Score: -18283660.000000 Penalty: 5842.774414
	Iteration 45Q: 3 clusters Score -1.828366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 130069 members 
Entering Unmasked Estep 
Score: -18283666.000000 Penalty: 5842.774414
	Iteration 46Q: 3 clusters Score -1.828367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 130069 members 
Entering Unmasked Estep 
Score: -18283674.000000 Penalty: 5842.774414
	Iteration 47Q: 3 clusters Score -1.828367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 130072 members 
Entering Unmasked Estep 
Score: -18283680.000000 Penalty: 5842.774414
	Iteration 48Q: 3 clusters Score -1.828368e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 130078 members 
Entering Unmasked Estep 
Score: -18283684.000000 Penalty: 5842.774414
	Iteration 49Q: 3 clusters Score -1.828368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 130084 members 
Entering Unmasked Estep 
Score: -18283684.000000 Penalty: 5842.774414
	Iteration 50Q: 3 clusters Score -1.828368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 130087 members 
Entering Unmasked Estep 
Score: -18283700.000000 Penalty: 5842.774414
	Iteration 51Q: 3 clusters Score -1.82837e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 130091 members 
Entering Unmasked Estep 
Score: -18283690.000000 Penalty: 5842.774414
	Iteration 52Q: 3 clusters Score -1.828369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 130092 members 
Entering Unmasked Estep 
Score: -18283686.000000 Penalty: 5842.774414
	Iteration 53Q: 3 clusters Score -1.828369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 130095 members 
Entering Unmasked Estep 
Score: -18283692.000000 Penalty: 5842.774414
	Iteration 54Q: 3 clusters Score -1.828369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 130097 members 
Entering Unmasked Estep 
Score: -18283688.000000 Penalty: 5842.774414
	Iteration 55Q: 3 clusters Score -1.828369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 130098 members 
Entering Unmasked Estep 
Score: -18283684.000000 Penalty: 5842.774414
	Iteration 56Q: 3 clusters Score -1.828368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 130096 members 
Entering Unmasked Estep 
Score: -18283690.000000 Penalty: 5842.774414
	Iteration 57Q: 3 clusters Score -1.828369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 130097 members 
Entering Unmasked Estep 
Score: -18283696.000000 Penalty: 5842.774414
	Iteration 58Q: 3 clusters Score -1.82837e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 130094 members 
Entering Unmasked Estep 
Score: -18283682.000000 Penalty: 5842.774414
	Iteration 59Q: 3 clusters Score -1.828368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 130094 members 
Entering Unmasked Estep 
Score: -18283692.000000 Penalty: 5842.774414
	Iteration 60F: 3 clusters Score -1.828369e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Entering Unmasked Estep 
Score: -90747.757812 Penalty: 1659.944214
	Iteration 0F: 2 clusters Score -90747.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -89103.007812 Penalty: 3319.888428
	Iteration 0F: 3 clusters Score -89103.01 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -89541.945312 Penalty: 3319.888428
	Iteration 1F: 3 clusters Score -89541.95 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -89852.085938 Penalty: 3319.888428
	Iteration 2F: 3 clusters Score -89852.09 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -90106.437500 Penalty: 3319.888428
	Iteration 3F: 3 clusters Score -90106.44 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -90408.031250 Penalty: 3319.888428
	Iteration 4F: 3 clusters Score -90408.03 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -90549.820312 Penalty: 3319.888428
	Iteration 5F: 3 clusters Score -90549.82 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -90641.218750 Penalty: 3319.888428
	Iteration 6Q: 3 clusters Score -90641.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -90712.164062 Penalty: 3319.888428
	Iteration 7Q: 3 clusters Score -90712.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -90833.382812 Penalty: 3319.888428
	Iteration 8Q: 3 clusters Score -90833.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -90875.562500 Penalty: 3319.888428
	Iteration 9Q: 3 clusters Score -90875.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -90893.617188 Penalty: 3319.888428
	Iteration 10Q: 3 clusters Score -90893.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -90912.570312 Penalty: 3319.888428
	Iteration 11Q: 3 clusters Score -90912.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -90933.328125 Penalty: 3319.888428
	Iteration 12Q: 3 clusters Score -90933.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -90938.859375 Penalty: 3319.888428
	Iteration 13Q: 3 clusters Score -90938.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -90943.875000 Penalty: 3319.888428
	Iteration 14F: 3 clusters Score -90943.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -91007.515625 Penalty: 3319.888428
	Iteration 15Q: 3 clusters Score -91007.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -91167.570312 Penalty: 3319.888428
	Iteration 16Q: 3 clusters Score -91167.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -91199.265625 Penalty: 3319.888428
	Iteration 17Q: 3 clusters Score -91199.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -91204.312500 Penalty: 3319.888428
	Iteration 18Q: 3 clusters Score -91204.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -91204.312500 Penalty: 3319.888428
	Iteration 19F: 3 clusters Score -91204.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 795 members 
Mstep: Class 4 contains 130586 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 18758 members 
Mstep: Class 9 contains 109966 members 
Mstep: Class 10 contains 1019 members 
Mstep: Class 11 contains 18050 members 
Mstep: Class 12 contains 26761 members 
Mstep: Class 13 contains 20344 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17763 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68711 members 
Mstep: Class 19 contains 8112 members 
Mstep: Class 20 contains 128399 members 
Mstep: Class 21 contains 19525 members 
Mstep: Class 22 contains 172114 members 
Mstep: Class 23 contains 177017 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 347 members 
Entering Unmasked Estep 
Score: -132674800.000000 Penalty: 85410.039062
Splitting cluster 5 changes total score from -132675984.000000 to -132674800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (3845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Entering Unmasked Estep 
Score: -529849.375000 Penalty: 2047.123169
	Iteration 0F: 2 clusters Score -529849.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -526099.500000 Penalty: 4094.246338
	Iteration 0F: 3 clusters Score -526099.5 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -527026.125000 Penalty: 4094.246338
	Iteration 1F: 3 clusters Score -527026.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -527241.812500 Penalty: 4094.246338
	Iteration 2F: 3 clusters Score -527241.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -527361.437500 Penalty: 4094.246338
	Iteration 3F: 3 clusters Score -527361.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -527421.875000 Penalty: 4094.246338
	Iteration 4Q: 3 clusters Score -527421.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -527469.687500 Penalty: 4094.246338
	Iteration 5Q: 3 clusters Score -527469.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -527530.250000 Penalty: 4094.246338
	Iteration 6Q: 3 clusters Score -527530.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -527601.875000 Penalty: 4094.246338
	Iteration 7Q: 3 clusters Score -527601.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -527647.062500 Penalty: 4094.246338
	Iteration 8Q: 3 clusters Score -527647.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -527681.562500 Penalty: 4094.246338
	Iteration 9Q: 3 clusters Score -527681.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -527711.437500 Penalty: 4094.246338
	Iteration 10Q: 3 clusters Score -527711.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -527733.187500 Penalty: 4094.246338
	Iteration 11Q: 3 clusters Score -527733.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -527754.312500 Penalty: 4094.246338
	Iteration 12Q: 3 clusters Score -527754.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -527770.250000 Penalty: 4094.246338
	Iteration 13Q: 3 clusters Score -527770.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -527783.812500 Penalty: 4094.246338
	Iteration 14Q: 3 clusters Score -527783.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -527799.125000 Penalty: 4094.246338
	Iteration 15Q: 3 clusters Score -527799.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -527812.312500 Penalty: 4094.246338
	Iteration 16Q: 3 clusters Score -527812.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -527823.812500 Penalty: 4094.246338
	Iteration 17Q: 3 clusters Score -527823.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -527833.750000 Penalty: 4094.246338
	Iteration 18Q: 3 clusters Score -527833.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -527843.312500 Penalty: 4094.246338
	Iteration 19Q: 3 clusters Score -527843.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -527857.312500 Penalty: 4094.246338
	Iteration 20F: 3 clusters Score -527857.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -527866.312500 Penalty: 4094.246338
	Iteration 21Q: 3 clusters Score -527866.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -527877.687500 Penalty: 4094.246338
	Iteration 22Q: 3 clusters Score -527877.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -527891.562500 Penalty: 4094.246338
	Iteration 23Q: 3 clusters Score -527891.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -527905.937500 Penalty: 4094.246338
	Iteration 24Q: 3 clusters Score -527905.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -527918.562500 Penalty: 4094.246338
	Iteration 25Q: 3 clusters Score -527918.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -527934.062500 Penalty: 4094.246338
	Iteration 26Q: 3 clusters Score -527934.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -527952.625000 Penalty: 4094.246338
	Iteration 27Q: 3 clusters Score -527952.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -527967.187500 Penalty: 4094.246338
	Iteration 28Q: 3 clusters Score -527967.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -527976.125000 Penalty: 4094.246338
	Iteration 29Q: 3 clusters Score -527976.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -527989.625000 Penalty: 4094.246338
	Iteration 30Q: 3 clusters Score -527989.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -528002.937500 Penalty: 4094.246338
	Iteration 31Q: 3 clusters Score -528002.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -528026.062500 Penalty: 4094.246338
	Iteration 32Q: 3 clusters Score -528026.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -528051.625000 Penalty: 4094.246338
	Iteration 33Q: 3 clusters Score -528051.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -528083.437500 Penalty: 4094.246338
	Iteration 34Q: 3 clusters Score -528083.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -528120.250000 Penalty: 4094.246338
	Iteration 35Q: 3 clusters Score -528120.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -528156.625000 Penalty: 4094.246338
	Iteration 36Q: 3 clusters Score -528156.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -528179.437500 Penalty: 4094.246338
	Iteration 37Q: 3 clusters Score -528179.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -528203.687500 Penalty: 4094.246338
	Iteration 38Q: 3 clusters Score -528203.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -528232.500000 Penalty: 4094.246338
	Iteration 39Q: 3 clusters Score -528232.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -528249.312500 Penalty: 4094.246338
	Iteration 40F: 3 clusters Score -528249.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -528262.875000 Penalty: 4094.246338
	Iteration 41Q: 3 clusters Score -528262.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -528272.812500 Penalty: 4094.246338
	Iteration 42Q: 3 clusters Score -528272.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -528286.562500 Penalty: 4094.246338
	Iteration 43Q: 3 clusters Score -528286.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -528299.937500 Penalty: 4094.246338
	Iteration 44Q: 3 clusters Score -528299.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -528315.687500 Penalty: 4094.246338
	Iteration 45Q: 3 clusters Score -528315.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -528327.437500 Penalty: 4094.246338
	Iteration 46Q: 3 clusters Score -528327.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -528334.437500 Penalty: 4094.246338
	Iteration 47Q: 3 clusters Score -528334.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -528341.937500 Penalty: 4094.246338
	Iteration 48Q: 3 clusters Score -528341.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -528346.500000 Penalty: 4094.246338
	Iteration 49Q: 3 clusters Score -528346.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -528347.437500 Penalty: 4094.246338
	Iteration 50Q: 3 clusters Score -528347.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -528351.375000 Penalty: 4094.246338
	Iteration 51Q: 3 clusters Score -528351.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -528355.000000 Penalty: 4094.246338
	Iteration 52Q: 3 clusters Score -528355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -528359.312500 Penalty: 4094.246338
	Iteration 53Q: 3 clusters Score -528359.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -528365.687500 Penalty: 4094.246338
	Iteration 54Q: 3 clusters Score -528365.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -528374.250000 Penalty: 4094.246338
	Iteration 55Q: 3 clusters Score -528374.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -528380.625000 Penalty: 4094.246338
	Iteration 56Q: 3 clusters Score -528380.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -528386.125000 Penalty: 4094.246338
	Iteration 57Q: 3 clusters Score -528386.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -528393.875000 Penalty: 4094.246338
	Iteration 58Q: 3 clusters Score -528393.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -528398.875000 Penalty: 4094.246338
	Iteration 59Q: 3 clusters Score -528398.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -528406.000000 Penalty: 4094.246338
	Iteration 60F: 3 clusters Score -528406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -528412.312500 Penalty: 4094.246338
	Iteration 61Q: 3 clusters Score -528412.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -528415.375000 Penalty: 4094.246338
	Iteration 62Q: 3 clusters Score -528415.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -528417.125000 Penalty: 4094.246338
	Iteration 63Q: 3 clusters Score -528417.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -528417.125000 Penalty: 4094.246338
	Iteration 64Q: 3 clusters Score -528417.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -528417.187500 Penalty: 4094.246338
	Iteration 65Q: 3 clusters Score -528417.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -528417.437500 Penalty: 4094.246338
	Iteration 66Q: 3 clusters Score -528417.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -528419.125000 Penalty: 4094.246338
	Iteration 67Q: 3 clusters Score -528419.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -528420.750000 Penalty: 4094.246338
	Iteration 68Q: 3 clusters Score -528420.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -528422.312500 Penalty: 4094.246338
	Iteration 69Q: 3 clusters Score -528422.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -528425.250000 Penalty: 4094.246338
	Iteration 70Q: 3 clusters Score -528425.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -528427.125000 Penalty: 4094.246338
	Iteration 71Q: 3 clusters Score -528427.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -528426.500000 Penalty: 4094.246338
	Iteration 72Q: 3 clusters Score -528426.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -528426.937500 Penalty: 4094.246338
	Iteration 73Q: 3 clusters Score -528426.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -528426.937500 Penalty: 4094.246338
	Iteration 74F: 3 clusters Score -528426.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -29932.371094 Penalty: 1407.834961
	Iteration 0F: 2 clusters Score -29932.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -28883.128906 Penalty: 2815.669922
	Iteration 0F: 3 clusters Score -28883.13 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29323.691406 Penalty: 2815.669922
	Iteration 1F: 3 clusters Score -29323.69 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -29445.482422 Penalty: 2815.669922
	Iteration 2F: 3 clusters Score -29445.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -29479.767578 Penalty: 2815.669922
	Iteration 3Q: 3 clusters Score -29479.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -29523.296875 Penalty: 2815.669922
	Iteration 4Q: 3 clusters Score -29523.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -29551.810547 Penalty: 2815.669922
	Iteration 5Q: 3 clusters Score -29551.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -29551.810547 Penalty: 2815.669922
	Iteration 6F: 3 clusters Score -29551.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Entering Unmasked Estep 
Score: -2691549.250000 Penalty: 2440.165039
	Iteration 0F: 2 clusters Score -2691549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2678285.750000 Penalty: 4880.330078
	Iteration 0F: 3 clusters Score -2678286 nChanged 8158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2682533.500000 Penalty: 4880.330078
	Iteration 1F: 3 clusters Score -2682534 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -2682873.000000 Penalty: 4880.330078
	Iteration 2F: 3 clusters Score -2682873 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2683168.000000 Penalty: 4880.330078
	Iteration 3Q: 3 clusters Score -2683168 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -2683440.500000 Penalty: 4880.330078
	Iteration 4Q: 3 clusters Score -2683440 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -2683768.000000 Penalty: 4880.330078
	Iteration 5Q: 3 clusters Score -2683768 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -2684169.500000 Penalty: 4880.330078
	Iteration 6Q: 3 clusters Score -2684170 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -2684717.000000 Penalty: 4880.330078
	Iteration 7Q: 3 clusters Score -2684717 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -2685455.750000 Penalty: 4880.330078
	Iteration 8F: 3 clusters Score -2685456 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -2686377.500000 Penalty: 4880.330078
	Iteration 9F: 3 clusters Score -2686378 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -2687335.500000 Penalty: 4880.330078
	Iteration 10F: 3 clusters Score -2687336 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2688107.000000 Penalty: 4880.330078
	Iteration 11Q: 3 clusters Score -2688107 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2688629.000000 Penalty: 4880.330078
	Iteration 12Q: 3 clusters Score -2688629 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2688924.000000 Penalty: 4880.330078
	Iteration 13Q: 3 clusters Score -2688924 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2689116.750000 Penalty: 4880.330078
	Iteration 14Q: 3 clusters Score -2689117 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2689221.500000 Penalty: 4880.330078
	Iteration 15Q: 3 clusters Score -2689222 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2689314.750000 Penalty: 4880.330078
	Iteration 16Q: 3 clusters Score -2689315 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2689375.250000 Penalty: 4880.330078
	Iteration 17Q: 3 clusters Score -2689375 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2689427.500000 Penalty: 4880.330078
	Iteration 18Q: 3 clusters Score -2689428 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2689459.750000 Penalty: 4880.330078
	Iteration 19Q: 3 clusters Score -2689460 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2689491.000000 Penalty: 4880.330078
	Iteration 20F: 3 clusters Score -2689491 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2689516.500000 Penalty: 4880.330078
	Iteration 21Q: 3 clusters Score -2689516 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2689538.750000 Penalty: 4880.330078
	Iteration 22Q: 3 clusters Score -2689539 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2689562.000000 Penalty: 4880.330078
	Iteration 23Q: 3 clusters Score -2689562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2689576.250000 Penalty: 4880.330078
	Iteration 24Q: 3 clusters Score -2689576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2689587.750000 Penalty: 4880.330078
	Iteration 25Q: 3 clusters Score -2689588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2689589.750000 Penalty: 4880.330078
	Iteration 26Q: 3 clusters Score -2689590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2689596.500000 Penalty: 4880.330078
	Iteration 27Q: 3 clusters Score -2689596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2689599.750000 Penalty: 4880.330078
	Iteration 28Q: 3 clusters Score -2689600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2689599.250000 Penalty: 4880.330078
	Iteration 29Q: 3 clusters Score -2689599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2689605.500000 Penalty: 4880.330078
	Iteration 30Q: 3 clusters Score -2689606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2689604.750000 Penalty: 4880.330078
	Iteration 31Q: 3 clusters Score -2689605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2689610.750000 Penalty: 4880.330078
	Iteration 32Q: 3 clusters Score -2689611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2689616.500000 Penalty: 4880.330078
	Iteration 33Q: 3 clusters Score -2689616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2689616.250000 Penalty: 4880.330078
	Iteration 34Q: 3 clusters Score -2689616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2689615.500000 Penalty: 4880.330078
	Iteration 35Q: 3 clusters Score -2689616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2689615.500000 Penalty: 4880.330078
	Iteration 36F: 3 clusters Score -2689616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (109966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109966 members 
Entering Unmasked Estep 
Score: -15469316.000000 Penalty: 2878.765625
	Iteration 0F: 2 clusters Score -1.546932e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54900 members 
Mstep: Class 2 contains 55066 members 
Entering Unmasked Estep 
Score: -15397112.000000 Penalty: 5757.531250
	Iteration 0F: 3 clusters Score -1.539711e+07 nChanged 52188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55458 members 
Mstep: Class 2 contains 54508 members 
Entering Unmasked Estep 
Score: -15427555.000000 Penalty: 5757.531250
	Iteration 1F: 3 clusters Score -1.542756e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55839 members 
Mstep: Class 2 contains 54127 members 
Entering Unmasked Estep 
Score: -15428536.000000 Penalty: 5757.531250
	Iteration 2Q: 3 clusters Score -1.542854e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56422 members 
Mstep: Class 2 contains 53544 members 
Entering Unmasked Estep 
Score: -15429904.000000 Penalty: 5757.531250
	Iteration 3Q: 3 clusters Score -1.54299e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57331 members 
Mstep: Class 2 contains 52635 members 
Entering Unmasked Estep 
Score: -15431706.000000 Penalty: 5757.531250
	Iteration 4Q: 3 clusters Score -1.543171e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58633 members 
Mstep: Class 2 contains 51333 members 
Entering Unmasked Estep 
Score: -15434094.000000 Penalty: 5757.531250
	Iteration 5Q: 3 clusters Score -1.543409e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60455 members 
Mstep: Class 2 contains 49511 members 
Entering Unmasked Estep 
Score: -15437190.000000 Penalty: 5757.531250
	Iteration 6F: 3 clusters Score -1.543719e+07 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62918 members 
Mstep: Class 2 contains 47048 members 
Entering Unmasked Estep 
Score: -15441263.000000 Penalty: 5757.531250
	Iteration 7F: 3 clusters Score -1.544126e+07 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65872 members 
Mstep: Class 2 contains 44094 members 
Entering Unmasked Estep 
Score: -15446733.000000 Penalty: 5757.531250
	Iteration 8F: 3 clusters Score -1.544673e+07 nChanged 6890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68760 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -15452127.000000 Penalty: 5757.531250
	Iteration 9F: 3 clusters Score -1.545213e+07 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71160 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -15455610.000000 Penalty: 5757.531250
	Iteration 10F: 3 clusters Score -1.545561e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73080 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -15457095.000000 Penalty: 5757.531250
	Iteration 11Q: 3 clusters Score -1.54571e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74915 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -15458070.000000 Penalty: 5757.531250
	Iteration 12Q: 3 clusters Score -1.545807e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76694 members 
Mstep: Class 2 contains 33272 members 
Entering Unmasked Estep 
Score: -15458666.000000 Penalty: 5757.531250
	Iteration 13Q: 3 clusters Score -1.545867e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78379 members 
Mstep: Class 2 contains 31587 members 
Entering Unmasked Estep 
Score: -15459306.000000 Penalty: 5757.531250
	Iteration 14Q: 3 clusters Score -1.545931e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80113 members 
Mstep: Class 2 contains 29853 members 
Entering Unmasked Estep 
Score: -15459809.000000 Penalty: 5757.531250
	Iteration 15Q: 3 clusters Score -1.545981e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81830 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -15460207.000000 Penalty: 5757.531250
	Iteration 16Q: 3 clusters Score -1.546021e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83554 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -15460900.000000 Penalty: 5757.531250
	Iteration 17Q: 3 clusters Score -1.54609e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85322 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -15461618.000000 Penalty: 5757.531250
	Iteration 18Q: 3 clusters Score -1.546162e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87142 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -15462306.000000 Penalty: 5757.531250
	Iteration 19Q: 3 clusters Score -1.546231e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88919 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -15462935.000000 Penalty: 5757.531250
	Iteration 20F: 3 clusters Score -1.546294e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90669 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -15463523.000000 Penalty: 5757.531250
	Iteration 21Q: 3 clusters Score -1.546352e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92388 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -15464054.000000 Penalty: 5757.531250
	Iteration 22Q: 3 clusters Score -1.546405e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93938 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -15464396.000000 Penalty: 5757.531250
	Iteration 23Q: 3 clusters Score -1.54644e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95346 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -15464734.000000 Penalty: 5757.531250
	Iteration 24Q: 3 clusters Score -1.546473e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96642 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -15465146.000000 Penalty: 5757.531250
	Iteration 25Q: 3 clusters Score -1.546515e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97803 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -15465416.000000 Penalty: 5757.531250
	Iteration 26Q: 3 clusters Score -1.546542e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98875 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -15465683.000000 Penalty: 5757.531250
	Iteration 27Q: 3 clusters Score -1.546568e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99792 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -15465907.000000 Penalty: 5757.531250
	Iteration 28Q: 3 clusters Score -1.546591e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100647 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -15466209.000000 Penalty: 5757.531250
	Iteration 29Q: 3 clusters Score -1.546621e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101399 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -15466389.000000 Penalty: 5757.531250
	Iteration 30Q: 3 clusters Score -1.546639e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102124 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -15466569.000000 Penalty: 5757.531250
	Iteration 31Q: 3 clusters Score -1.546657e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102766 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -15466727.000000 Penalty: 5757.531250
	Iteration 32Q: 3 clusters Score -1.546673e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103312 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -15466787.000000 Penalty: 5757.531250
	Iteration 33Q: 3 clusters Score -1.546679e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103811 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -15466896.000000 Penalty: 5757.531250
	Iteration 34Q: 3 clusters Score -1.54669e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104231 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -15466986.000000 Penalty: 5757.531250
	Iteration 35Q: 3 clusters Score -1.546699e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104621 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -15467049.000000 Penalty: 5757.531250
	Iteration 36Q: 3 clusters Score -1.546705e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104964 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -15467073.000000 Penalty: 5757.531250
	Iteration 37Q: 3 clusters Score -1.546707e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105255 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -15467162.000000 Penalty: 5757.531250
	Iteration 38Q: 3 clusters Score -1.546716e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105528 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -15467216.000000 Penalty: 5757.531250
	Iteration 39Q: 3 clusters Score -1.546722e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105734 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -15467274.000000 Penalty: 5757.531250
	Iteration 40F: 3 clusters Score -1.546727e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105917 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -15467293.000000 Penalty: 5757.531250
	Iteration 41Q: 3 clusters Score -1.546729e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106077 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -15467310.000000 Penalty: 5757.531250
	Iteration 42Q: 3 clusters Score -1.546731e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106202 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -15467383.000000 Penalty: 5757.531250
	Iteration 43Q: 3 clusters Score -1.546738e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106314 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -15467381.000000 Penalty: 5757.531250
	Iteration 44Q: 3 clusters Score -1.546738e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106420 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -15467377.000000 Penalty: 5757.531250
	Iteration 45Q: 3 clusters Score -1.546738e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106522 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -15467407.000000 Penalty: 5757.531250
	Iteration 46Q: 3 clusters Score -1.546741e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106596 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -15467392.000000 Penalty: 5757.531250
	Iteration 47Q: 3 clusters Score -1.546739e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106664 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -15467402.000000 Penalty: 5757.531250
	Iteration 48Q: 3 clusters Score -1.54674e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106715 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -15467410.000000 Penalty: 5757.531250
	Iteration 49Q: 3 clusters Score -1.546741e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106753 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -15467411.000000 Penalty: 5757.531250
	Iteration 50Q: 3 clusters Score -1.546741e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106789 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -15467406.000000 Penalty: 5757.531250
	Iteration 51Q: 3 clusters Score -1.546741e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106825 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -15467410.000000 Penalty: 5757.531250
	Iteration 52Q: 3 clusters Score -1.546741e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106858 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -15467408.000000 Penalty: 5757.531250
	Iteration 53Q: 3 clusters Score -1.546741e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106888 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -15467410.000000 Penalty: 5757.531250
	Iteration 54Q: 3 clusters Score -1.546741e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106915 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -15467433.000000 Penalty: 5757.531250
	Iteration 55Q: 3 clusters Score -1.546743e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106942 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -15467451.000000 Penalty: 5757.531250
	Iteration 56Q: 3 clusters Score -1.546745e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106971 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -15467426.000000 Penalty: 5757.531250
	Iteration 57Q: 3 clusters Score -1.546743e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106998 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -15467435.000000 Penalty: 5757.531250
	Iteration 58Q: 3 clusters Score -1.546744e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107016 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -15467423.000000 Penalty: 5757.531250
	Iteration 59Q: 3 clusters Score -1.546742e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107036 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -15467437.000000 Penalty: 5757.531250
	Iteration 60F: 3 clusters Score -1.546744e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107061 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -15467441.000000 Penalty: 5757.531250
	Iteration 61Q: 3 clusters Score -1.546744e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107082 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -15467436.000000 Penalty: 5757.531250
	Iteration 62Q: 3 clusters Score -1.546744e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107099 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -15467445.000000 Penalty: 5757.531250
	Iteration 63Q: 3 clusters Score -1.546744e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107116 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -15467436.000000 Penalty: 5757.531250
	Iteration 64Q: 3 clusters Score -1.546744e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107127 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -15467431.000000 Penalty: 5757.531250
	Iteration 65Q: 3 clusters Score -1.546743e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107137 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -15467441.000000 Penalty: 5757.531250
	Iteration 66Q: 3 clusters Score -1.546744e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107150 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -15467439.000000 Penalty: 5757.531250
	Iteration 67Q: 3 clusters Score -1.546744e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107160 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -15467448.000000 Penalty: 5757.531250
	Iteration 68Q: 3 clusters Score -1.546745e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107172 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -15467417.000000 Penalty: 5757.531250
	Iteration 69Q: 3 clusters Score -1.546742e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107182 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -15467427.000000 Penalty: 5757.531250
	Iteration 70Q: 3 clusters Score -1.546743e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107192 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -15467435.000000 Penalty: 5757.531250
	Iteration 71Q: 3 clusters Score -1.546744e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107205 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -15467445.000000 Penalty: 5757.531250
	Iteration 72Q: 3 clusters Score -1.546744e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107217 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -15467433.000000 Penalty: 5757.531250
	Iteration 73Q: 3 clusters Score -1.546743e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107225 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -15467426.000000 Penalty: 5757.531250
	Iteration 74Q: 3 clusters Score -1.546743e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107242 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -15467422.000000 Penalty: 5757.531250
	Iteration 75Q: 3 clusters Score -1.546742e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107254 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -15467416.000000 Penalty: 5757.531250
	Iteration 76Q: 3 clusters Score -1.546742e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107263 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -15467417.000000 Penalty: 5757.531250
	Iteration 77Q: 3 clusters Score -1.546742e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107274 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -15467414.000000 Penalty: 5757.531250
	Iteration 78Q: 3 clusters Score -1.546741e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107286 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -15467425.000000 Penalty: 5757.531250
	Iteration 79Q: 3 clusters Score -1.546742e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107295 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -15467435.000000 Penalty: 5757.531250
	Iteration 80F: 3 clusters Score -1.546744e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107306 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -15467427.000000 Penalty: 5757.531250
	Iteration 81Q: 3 clusters Score -1.546743e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107313 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -15467450.000000 Penalty: 5757.531250
	Iteration 82Q: 3 clusters Score -1.546745e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107319 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -15467446.000000 Penalty: 5757.531250
	Iteration 83Q: 3 clusters Score -1.546745e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107329 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -15467438.000000 Penalty: 5757.531250
	Iteration 84Q: 3 clusters Score -1.546744e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107339 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -15467440.000000 Penalty: 5757.531250
	Iteration 85Q: 3 clusters Score -1.546744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107348 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -15467447.000000 Penalty: 5757.531250
	Iteration 86Q: 3 clusters Score -1.546745e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107355 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -15467444.000000 Penalty: 5757.531250
	Iteration 87Q: 3 clusters Score -1.546744e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107363 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -15467454.000000 Penalty: 5757.531250
	Iteration 88Q: 3 clusters Score -1.546745e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107369 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -15467460.000000 Penalty: 5757.531250
	Iteration 89Q: 3 clusters Score -1.546746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107371 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -15467466.000000 Penalty: 5757.531250
	Iteration 90Q: 3 clusters Score -1.546747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107374 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -15467462.000000 Penalty: 5757.531250
	Iteration 91Q: 3 clusters Score -1.546746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107376 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -15467471.000000 Penalty: 5757.531250
	Iteration 92Q: 3 clusters Score -1.546747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107378 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -15467463.000000 Penalty: 5757.531250
	Iteration 93Q: 3 clusters Score -1.546746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107381 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -15467457.000000 Penalty: 5757.531250
	Iteration 94Q: 3 clusters Score -1.546746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107383 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -15467455.000000 Penalty: 5757.531250
	Iteration 95Q: 3 clusters Score -1.546746e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107386 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -15467448.000000 Penalty: 5757.531250
	Iteration 96Q: 3 clusters Score -1.546745e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107394 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -15467463.000000 Penalty: 5757.531250
	Iteration 97Q: 3 clusters Score -1.546746e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107401 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -15467474.000000 Penalty: 5757.531250
	Iteration 98Q: 3 clusters Score -1.546747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107402 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -15467466.000000 Penalty: 5757.531250
	Iteration 99Q: 3 clusters Score -1.546747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107404 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -15467454.000000 Penalty: 5757.531250
	Iteration 100F: 3 clusters Score -1.546745e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107405 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -15467458.000000 Penalty: 5757.531250
	Iteration 101Q: 3 clusters Score -1.546746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107406 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -15467451.000000 Penalty: 5757.531250
	Iteration 102Q: 3 clusters Score -1.546745e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107407 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -15467454.000000 Penalty: 5757.531250
	Iteration 103Q: 3 clusters Score -1.546745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107409 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -15467453.000000 Penalty: 5757.531250
	Iteration 104Q: 3 clusters Score -1.546745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107411 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -15467460.000000 Penalty: 5757.531250
	Iteration 105Q: 3 clusters Score -1.546746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107413 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -15467458.000000 Penalty: 5757.531250
	Iteration 106Q: 3 clusters Score -1.546746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107416 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -15467453.000000 Penalty: 5757.531250
	Iteration 107Q: 3 clusters Score -1.546745e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107416 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -15467453.000000 Penalty: 5757.531250
	Iteration 108F: 3 clusters Score -1.546745e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Entering Unmasked Estep 
Score: -135552.078125 Penalty: 1717.791138
	Iteration 0F: 2 clusters Score -135552.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -133583.625000 Penalty: 3435.582275
	Iteration 0F: 3 clusters Score -133583.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -133881.500000 Penalty: 3435.582275
	Iteration 1F: 3 clusters Score -133881.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -133971.671875 Penalty: 3435.582275
	Iteration 2F: 3 clusters Score -133971.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -134024.546875 Penalty: 3435.582275
	Iteration 3Q: 3 clusters Score -134024.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -134083.593750 Penalty: 3435.582275
	Iteration 4Q: 3 clusters Score -134083.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -134109.750000 Penalty: 3435.582275
	Iteration 5Q: 3 clusters Score -134109.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -134128.546875 Penalty: 3435.582275
	Iteration 6Q: 3 clusters Score -134128.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -134146.187500 Penalty: 3435.582275
	Iteration 7Q: 3 clusters Score -134146.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -134166.453125 Penalty: 3435.582275
	Iteration 8Q: 3 clusters Score -134166.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -134175.765625 Penalty: 3435.582275
	Iteration 9Q: 3 clusters Score -134175.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -134186.062500 Penalty: 3435.582275
	Iteration 10Q: 3 clusters Score -134186.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -134193.671875 Penalty: 3435.582275
	Iteration 11Q: 3 clusters Score -134193.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -134201.828125 Penalty: 3435.582275
	Iteration 12Q: 3 clusters Score -134201.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -134205.281250 Penalty: 3435.582275
	Iteration 13Q: 3 clusters Score -134205.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -134209.484375 Penalty: 3435.582275
	Iteration 14Q: 3 clusters Score -134209.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -134213.218750 Penalty: 3435.582275
	Iteration 15Q: 3 clusters Score -134213.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -134218.421875 Penalty: 3435.582275
	Iteration 16Q: 3 clusters Score -134218.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -134221.046875 Penalty: 3435.582275
	Iteration 17Q: 3 clusters Score -134221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -134223.781250 Penalty: 3435.582275
	Iteration 18Q: 3 clusters Score -134223.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -134228.250000 Penalty: 3435.582275
	Iteration 19Q: 3 clusters Score -134228.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -134230.078125 Penalty: 3435.582275
	Iteration 20F: 3 clusters Score -134230.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -134234.875000 Penalty: 3435.582275
	Iteration 21Q: 3 clusters Score -134234.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -134237.671875 Penalty: 3435.582275
	Iteration 22Q: 3 clusters Score -134237.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -134238.500000 Penalty: 3435.582275
	Iteration 23Q: 3 clusters Score -134238.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -134238.500000 Penalty: 3435.582275
	Iteration 24F: 3 clusters Score -134238.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Entering Unmasked Estep 
Score: -2561439.000000 Penalty: 2430.623535
	Iteration 0F: 2 clusters Score -2561439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2548491.750000 Penalty: 4861.247070
	Iteration 0F: 3 clusters Score -2548492 nChanged 7908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -2552791.250000 Penalty: 4861.247070
	Iteration 1F: 3 clusters Score -2552791 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -2553146.250000 Penalty: 4861.247070
	Iteration 2F: 3 clusters Score -2553146 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2553419.250000 Penalty: 4861.247070
	Iteration 3Q: 3 clusters Score -2553419 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2553651.250000 Penalty: 4861.247070
	Iteration 4Q: 3 clusters Score -2553651 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -2553921.250000 Penalty: 4861.247070
	Iteration 5Q: 3 clusters Score -2553921 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -2554234.500000 Penalty: 4861.247070
	Iteration 6Q: 3 clusters Score -2554234 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -2554648.250000 Penalty: 4861.247070
	Iteration 7Q: 3 clusters Score -2554648 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -2555148.250000 Penalty: 4861.247070
	Iteration 8Q: 3 clusters Score -2555148 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -2555810.000000 Penalty: 4861.247070
	Iteration 9F: 3 clusters Score -2555810 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -2556546.000000 Penalty: 4861.247070
	Iteration 10F: 3 clusters Score -2556546 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -2557179.500000 Penalty: 4861.247070
	Iteration 11Q: 3 clusters Score -2557180 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -2557670.250000 Penalty: 4861.247070
	Iteration 12Q: 3 clusters Score -2557670 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -2557966.000000 Penalty: 4861.247070
	Iteration 13Q: 3 clusters Score -2557966 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -2558176.500000 Penalty: 4861.247070
	Iteration 14Q: 3 clusters Score -2558176 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -2558320.500000 Penalty: 4861.247070
	Iteration 15Q: 3 clusters Score -2558320 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -2558462.500000 Penalty: 4861.247070
	Iteration 16Q: 3 clusters Score -2558462 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -2558557.250000 Penalty: 4861.247070
	Iteration 17Q: 3 clusters Score -2558557 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -2558648.250000 Penalty: 4861.247070
	Iteration 18Q: 3 clusters Score -2558648 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -2558742.250000 Penalty: 4861.247070
	Iteration 19Q: 3 clusters Score -2558742 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -2558827.000000 Penalty: 4861.247070
	Iteration 20F: 3 clusters Score -2558827 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -2558895.500000 Penalty: 4861.247070
	Iteration 21Q: 3 clusters Score -2558896 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -2558960.750000 Penalty: 4861.247070
	Iteration 22Q: 3 clusters Score -2558961 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -2559026.750000 Penalty: 4861.247070
	Iteration 23Q: 3 clusters Score -2559027 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -2559091.000000 Penalty: 4861.247070
	Iteration 24Q: 3 clusters Score -2559091 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -2559156.000000 Penalty: 4861.247070
	Iteration 25Q: 3 clusters Score -2559156 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -2559238.250000 Penalty: 4861.247070
	Iteration 26Q: 3 clusters Score -2559238 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -2559298.000000 Penalty: 4861.247070
	Iteration 27Q: 3 clusters Score -2559298 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -2559365.000000 Penalty: 4861.247070
	Iteration 28Q: 3 clusters Score -2559365 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -2559414.500000 Penalty: 4861.247070
	Iteration 29Q: 3 clusters Score -2559414 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -2559481.000000 Penalty: 4861.247070
	Iteration 30Q: 3 clusters Score -2559481 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -2559520.750000 Penalty: 4861.247070
	Iteration 31Q: 3 clusters Score -2559521 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -2559535.750000 Penalty: 4861.247070
	Iteration 32Q: 3 clusters Score -2559536 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -2559557.000000 Penalty: 4861.247070
	Iteration 33Q: 3 clusters Score -2559557 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -2559573.000000 Penalty: 4861.247070
	Iteration 34Q: 3 clusters Score -2559573 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -2559587.000000 Penalty: 4861.247070
	Iteration 35Q: 3 clusters Score -2559587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -2559589.500000 Penalty: 4861.247070
	Iteration 36Q: 3 clusters Score -2559590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -2559594.500000 Penalty: 4861.247070
	Iteration 37Q: 3 clusters Score -2559594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -2559602.750000 Penalty: 4861.247070
	Iteration 38Q: 3 clusters Score -2559603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -2559603.000000 Penalty: 4861.247070
	Iteration 39Q: 3 clusters Score -2559603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -2559609.500000 Penalty: 4861.247070
	Iteration 40F: 3 clusters Score -2559610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -2559611.250000 Penalty: 4861.247070
	Iteration 41Q: 3 clusters Score -2559611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2559613.250000 Penalty: 4861.247070
	Iteration 42Q: 3 clusters Score -2559613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -2559620.500000 Penalty: 4861.247070
	Iteration 43Q: 3 clusters Score -2559620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -2559620.750000 Penalty: 4861.247070
	Iteration 44Q: 3 clusters Score -2559621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -2559625.250000 Penalty: 4861.247070
	Iteration 45Q: 3 clusters Score -2559625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -2559626.250000 Penalty: 4861.247070
	Iteration 46Q: 3 clusters Score -2559626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -2559626.250000 Penalty: 4861.247070
	Iteration 47F: 3 clusters Score -2559626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Entering Unmasked Estep 
Score: -3634732.500000 Penalty: 2528.285889
	Iteration 0F: 2 clusters Score -3634732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -3616135.250000 Penalty: 5056.571777
	Iteration 0F: 3 clusters Score -3616135 nChanged 12089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -3622653.750000 Penalty: 5056.571777
	Iteration 1F: 3 clusters Score -3622654 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -3623088.250000 Penalty: 5056.571777
	Iteration 2Q: 3 clusters Score -3623088 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -3623446.750000 Penalty: 5056.571777
	Iteration 3Q: 3 clusters Score -3623447 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -3623865.000000 Penalty: 5056.571777
	Iteration 4Q: 3 clusters Score -3623865 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -3624403.500000 Penalty: 5056.571777
	Iteration 5Q: 3 clusters Score -3624404 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -3625107.750000 Penalty: 5056.571777
	Iteration 6Q: 3 clusters Score -3625108 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -3625923.750000 Penalty: 5056.571777
	Iteration 7F: 3 clusters Score -3625924 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -3626713.000000 Penalty: 5056.571777
	Iteration 8F: 3 clusters Score -3626713 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -3627509.000000 Penalty: 5056.571777
	Iteration 9F: 3 clusters Score -3627509 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -3628325.500000 Penalty: 5056.571777
	Iteration 10F: 3 clusters Score -3628326 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -3629100.750000 Penalty: 5056.571777
	Iteration 11F: 3 clusters Score -3629101 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -3629841.000000 Penalty: 5056.571777
	Iteration 12F: 3 clusters Score -3629841 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -3630448.250000 Penalty: 5056.571777
	Iteration 13Q: 3 clusters Score -3630448 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -3630960.000000 Penalty: 5056.571777
	Iteration 14Q: 3 clusters Score -3630960 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -3631368.000000 Penalty: 5056.571777
	Iteration 15Q: 3 clusters Score -3631368 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -3631743.250000 Penalty: 5056.571777
	Iteration 16Q: 3 clusters Score -3631743 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -3632067.000000 Penalty: 5056.571777
	Iteration 17Q: 3 clusters Score -3632067 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -3632384.500000 Penalty: 5056.571777
	Iteration 18Q: 3 clusters Score -3632384 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -3632754.000000 Penalty: 5056.571777
	Iteration 19Q: 3 clusters Score -3632754 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -3633205.500000 Penalty: 5056.571777
	Iteration 20F: 3 clusters Score -3633206 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3633721.250000 Penalty: 5056.571777
	Iteration 21Q: 3 clusters Score -3633721 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3634076.500000 Penalty: 5056.571777
	Iteration 22Q: 3 clusters Score -3634076 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3634238.750000 Penalty: 5056.571777
	Iteration 23Q: 3 clusters Score -3634239 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3634312.000000 Penalty: 5056.571777
	Iteration 24Q: 3 clusters Score -3634312 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3634340.250000 Penalty: 5056.571777
	Iteration 25Q: 3 clusters Score -3634340 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3634358.750000 Penalty: 5056.571777
	Iteration 26Q: 3 clusters Score -3634359 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3634367.250000 Penalty: 5056.571777
	Iteration 27Q: 3 clusters Score -3634367 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3634383.250000 Penalty: 5056.571777
	Iteration 28Q: 3 clusters Score -3634383 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3634395.000000 Penalty: 5056.571777
	Iteration 29Q: 3 clusters Score -3634395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3634396.500000 Penalty: 5056.571777
	Iteration 30Q: 3 clusters Score -3634396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3634407.750000 Penalty: 5056.571777
	Iteration 31Q: 3 clusters Score -3634408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3634404.000000 Penalty: 5056.571777
	Iteration 32Q: 3 clusters Score -3634404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3634410.000000 Penalty: 5056.571777
	Iteration 33Q: 3 clusters Score -3634410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3634411.750000 Penalty: 5056.571777
	Iteration 34Q: 3 clusters Score -3634412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3634411.500000 Penalty: 5056.571777
	Iteration 35Q: 3 clusters Score -3634412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3634409.750000 Penalty: 5056.571777
	Iteration 36Q: 3 clusters Score -3634410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3634412.750000 Penalty: 5056.571777
	Iteration 37Q: 3 clusters Score -3634413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3634412.750000 Penalty: 5056.571777
	Iteration 38F: 3 clusters Score -3634413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Entering Unmasked Estep 
Score: -2879901.500000 Penalty: 2460.294434
	Iteration 0F: 2 clusters Score -2879902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -2865581.750000 Penalty: 4920.588867
	Iteration 0F: 3 clusters Score -2865582 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -2870308.000000 Penalty: 4920.588867
	Iteration 1F: 3 clusters Score -2870308 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -2870706.250000 Penalty: 4920.588867
	Iteration 2F: 3 clusters Score -2870706 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -2871041.250000 Penalty: 4920.588867
	Iteration 3Q: 3 clusters Score -2871041 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -2871372.250000 Penalty: 4920.588867
	Iteration 4Q: 3 clusters Score -2871372 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2871682.250000 Penalty: 4920.588867
	Iteration 5Q: 3 clusters Score -2871682 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -2871960.500000 Penalty: 4920.588867
	Iteration 6Q: 3 clusters Score -2871960 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -2872316.250000 Penalty: 4920.588867
	Iteration 7Q: 3 clusters Score -2872316 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -2872787.500000 Penalty: 4920.588867
	Iteration 8Q: 3 clusters Score -2872788 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -2873370.750000 Penalty: 4920.588867
	Iteration 9Q: 3 clusters Score -2873371 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -2874073.500000 Penalty: 4920.588867
	Iteration 10Q: 3 clusters Score -2874074 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -2874817.750000 Penalty: 4920.588867
	Iteration 11Q: 3 clusters Score -2874818 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -2875503.500000 Penalty: 4920.588867
	Iteration 12Q: 3 clusters Score -2875504 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -2876021.500000 Penalty: 4920.588867
	Iteration 13Q: 3 clusters Score -2876022 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -2876330.500000 Penalty: 4920.588867
	Iteration 14Q: 3 clusters Score -2876330 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -2876526.000000 Penalty: 4920.588867
	Iteration 15Q: 3 clusters Score -2876526 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2876686.000000 Penalty: 4920.588867
	Iteration 16Q: 3 clusters Score -2876686 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -2876831.750000 Penalty: 4920.588867
	Iteration 17Q: 3 clusters Score -2876832 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -2876947.750000 Penalty: 4920.588867
	Iteration 18Q: 3 clusters Score -2876948 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -2877040.500000 Penalty: 4920.588867
	Iteration 19Q: 3 clusters Score -2877040 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2877131.250000 Penalty: 4920.588867
	Iteration 20F: 3 clusters Score -2877131 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -2877206.000000 Penalty: 4920.588867
	Iteration 21Q: 3 clusters Score -2877206 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -2877266.500000 Penalty: 4920.588867
	Iteration 22Q: 3 clusters Score -2877266 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -2877309.000000 Penalty: 4920.588867
	Iteration 23Q: 3 clusters Score -2877309 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -2877340.500000 Penalty: 4920.588867
	Iteration 24Q: 3 clusters Score -2877340 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -2877368.750000 Penalty: 4920.588867
	Iteration 25Q: 3 clusters Score -2877369 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -2877407.000000 Penalty: 4920.588867
	Iteration 26Q: 3 clusters Score -2877407 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -2877427.250000 Penalty: 4920.588867
	Iteration 27Q: 3 clusters Score -2877427 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -2877468.250000 Penalty: 4920.588867
	Iteration 28Q: 3 clusters Score -2877468 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -2877505.750000 Penalty: 4920.588867
	Iteration 29Q: 3 clusters Score -2877506 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -2877516.250000 Penalty: 4920.588867
	Iteration 30Q: 3 clusters Score -2877516 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -2877539.000000 Penalty: 4920.588867
	Iteration 31Q: 3 clusters Score -2877539 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -2877554.500000 Penalty: 4920.588867
	Iteration 32Q: 3 clusters Score -2877554 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -2877576.000000 Penalty: 4920.588867
	Iteration 33Q: 3 clusters Score -2877576 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -2877596.250000 Penalty: 4920.588867
	Iteration 34Q: 3 clusters Score -2877596 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -2877615.250000 Penalty: 4920.588867
	Iteration 35Q: 3 clusters Score -2877615 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -2877633.000000 Penalty: 4920.588867
	Iteration 36Q: 3 clusters Score -2877633 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -2877649.250000 Penalty: 4920.588867
	Iteration 37Q: 3 clusters Score -2877649 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -2877663.750000 Penalty: 4920.588867
	Iteration 38Q: 3 clusters Score -2877664 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -2877684.000000 Penalty: 4920.588867
	Iteration 39Q: 3 clusters Score -2877684 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -2877694.000000 Penalty: 4920.588867
	Iteration 40F: 3 clusters Score -2877694 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -2877702.750000 Penalty: 4920.588867
	Iteration 41Q: 3 clusters Score -2877703 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -2877715.000000 Penalty: 4920.588867
	Iteration 42Q: 3 clusters Score -2877715 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -2877738.000000 Penalty: 4920.588867
	Iteration 43Q: 3 clusters Score -2877738 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -2877756.500000 Penalty: 4920.588867
	Iteration 44Q: 3 clusters Score -2877756 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -2877764.750000 Penalty: 4920.588867
	Iteration 45Q: 3 clusters Score -2877765 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -2877770.250000 Penalty: 4920.588867
	Iteration 46Q: 3 clusters Score -2877770 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -2877788.000000 Penalty: 4920.588867
	Iteration 47Q: 3 clusters Score -2877788 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -2877809.000000 Penalty: 4920.588867
	Iteration 48Q: 3 clusters Score -2877809 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -2877821.750000 Penalty: 4920.588867
	Iteration 49Q: 3 clusters Score -2877822 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -2877824.750000 Penalty: 4920.588867
	Iteration 50Q: 3 clusters Score -2877825 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -2877834.250000 Penalty: 4920.588867
	Iteration 51Q: 3 clusters Score -2877834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -2877840.500000 Penalty: 4920.588867
	Iteration 52Q: 3 clusters Score -2877840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -2877849.500000 Penalty: 4920.588867
	Iteration 53Q: 3 clusters Score -2877850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -2877856.250000 Penalty: 4920.588867
	Iteration 54Q: 3 clusters Score -2877856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -2877853.000000 Penalty: 4920.588867
	Iteration 55Q: 3 clusters Score -2877853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -2877859.750000 Penalty: 4920.588867
	Iteration 56Q: 3 clusters Score -2877860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -2877861.000000 Penalty: 4920.588867
	Iteration 57Q: 3 clusters Score -2877861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -2877860.250000 Penalty: 4920.588867
	Iteration 58Q: 3 clusters Score -2877860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -2877859.250000 Penalty: 4920.588867
	Iteration 59Q: 3 clusters Score -2877859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -2877858.750000 Penalty: 4920.588867
	Iteration 60F: 3 clusters Score -2877859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -2877865.250000 Penalty: 4920.588867
	Iteration 61Q: 3 clusters Score -2877865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -2877861.500000 Penalty: 4920.588867
	Iteration 62Q: 3 clusters Score -2877862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -2877861.750000 Penalty: 4920.588867
	Iteration 63Q: 3 clusters Score -2877862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -2877861.000000 Penalty: 4920.588867
	Iteration 64Q: 3 clusters Score -2877861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -2877863.250000 Penalty: 4920.588867
	Iteration 65Q: 3 clusters Score -2877863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -2877863.500000 Penalty: 4920.588867
	Iteration 66Q: 3 clusters Score -2877864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -2877864.500000 Penalty: 4920.588867
	Iteration 67Q: 3 clusters Score -2877864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -2877864.500000 Penalty: 4920.588867
	Iteration 68Q: 3 clusters Score -2877864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -2877870.250000 Penalty: 4920.588867
	Iteration 69Q: 3 clusters Score -2877870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -2877874.000000 Penalty: 4920.588867
	Iteration 70Q: 3 clusters Score -2877874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -2877873.250000 Penalty: 4920.588867
	Iteration 71Q: 3 clusters Score -2877873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -2877876.250000 Penalty: 4920.588867
	Iteration 72Q: 3 clusters Score -2877876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -2877876.750000 Penalty: 4920.588867
	Iteration 73Q: 3 clusters Score -2877877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -2877878.500000 Penalty: 4920.588867
	Iteration 74Q: 3 clusters Score -2877878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -2877878.500000 Penalty: 4920.588867
	Iteration 75F: 3 clusters Score -2877878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -53275.125000 Penalty: 1537.726196
	Iteration 0F: 2 clusters Score -53275.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -51906.863281 Penalty: 3075.452393
	Iteration 0F: 3 clusters Score -51906.86 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -52280.488281 Penalty: 3075.452393
	Iteration 1F: 3 clusters Score -52280.49 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -52526.507812 Penalty: 3075.452393
	Iteration 2F: 3 clusters Score -52526.51 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -52896.761719 Penalty: 3075.452393
	Iteration 3F: 3 clusters Score -52896.76 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -53385.863281 Penalty: 3075.452393
	Iteration 4F: 3 clusters Score -53385.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -53846.871094 Penalty: 3075.452393
	Iteration 5Q: 3 clusters Score -53846.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -53990.437500 Penalty: 3075.452393
	Iteration 6Q: 3 clusters Score -53990.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -54182.503906 Penalty: 3075.452393
	Iteration 7Q: 3 clusters Score -54182.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -54186.003906 Penalty: 3075.452393
	Iteration 8Q: 3 clusters Score -54186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -54186.003906 Penalty: 3075.452393
	Iteration 9F: 3 clusters Score -54186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 795 members 
Mstep: Class 4 contains 130586 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 18758 members 
Mstep: Class 9 contains 109966 members 
Mstep: Class 10 contains 1019 members 
Mstep: Class 11 contains 18050 members 
Mstep: Class 12 contains 26761 members 
Mstep: Class 13 contains 20344 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17763 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68711 members 
Mstep: Class 19 contains 8112 members 
Mstep: Class 20 contains 128399 members 
Mstep: Class 21 contains 19525 members 
Mstep: Class 22 contains 172114 members 
Mstep: Class 23 contains 177017 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 346 members 
Entering Unmasked Estep 
Score: -132675032.000000 Penalty: 85410.039062
Splitting cluster 14 changes total score from -132675984.000000 to -132675032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (1696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Entering Unmasked Estep 
Score: -238927.843750 Penalty: 1844.134888
	Iteration 0F: 2 clusters Score -238927.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -236475.437500 Penalty: 3688.269775
	Iteration 0F: 3 clusters Score -236475.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -236858.656250 Penalty: 3688.269775
	Iteration 1F: 3 clusters Score -236858.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -236984.406250 Penalty: 3688.269775
	Iteration 2F: 3 clusters Score -236984.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -237039.609375 Penalty: 3688.269775
	Iteration 3Q: 3 clusters Score -237039.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -237071.968750 Penalty: 3688.269775
	Iteration 4Q: 3 clusters Score -237072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -237086.390625 Penalty: 3688.269775
	Iteration 5Q: 3 clusters Score -237086.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -237099.625000 Penalty: 3688.269775
	Iteration 6Q: 3 clusters Score -237099.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -237108.234375 Penalty: 3688.269775
	Iteration 7Q: 3 clusters Score -237108.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -237115.687500 Penalty: 3688.269775
	Iteration 8Q: 3 clusters Score -237115.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -237126.750000 Penalty: 3688.269775
	Iteration 9Q: 3 clusters Score -237126.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -237137.125000 Penalty: 3688.269775
	Iteration 10Q: 3 clusters Score -237137.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -237145.562500 Penalty: 3688.269775
	Iteration 11Q: 3 clusters Score -237145.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -237155.921875 Penalty: 3688.269775
	Iteration 12Q: 3 clusters Score -237155.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -237164.640625 Penalty: 3688.269775
	Iteration 13Q: 3 clusters Score -237164.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -237172.718750 Penalty: 3688.269775
	Iteration 14Q: 3 clusters Score -237172.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -237179.046875 Penalty: 3688.269775
	Iteration 15Q: 3 clusters Score -237179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -237184.640625 Penalty: 3688.269775
	Iteration 16Q: 3 clusters Score -237184.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -237188.953125 Penalty: 3688.269775
	Iteration 17Q: 3 clusters Score -237189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -237193.109375 Penalty: 3688.269775
	Iteration 18Q: 3 clusters Score -237193.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -237196.515625 Penalty: 3688.269775
	Iteration 19Q: 3 clusters Score -237196.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -237197.828125 Penalty: 3688.269775
	Iteration 20F: 3 clusters Score -237197.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -237198.609375 Penalty: 3688.269775
	Iteration 21Q: 3 clusters Score -237198.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -237198.968750 Penalty: 3688.269775
	Iteration 22Q: 3 clusters Score -237199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -237198.968750 Penalty: 3688.269775
	Iteration 23F: 3 clusters Score -237199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Entering Unmasked Estep 
Score: -2507177.250000 Penalty: 2426.648438
	Iteration 0F: 2 clusters Score -2507177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -2494467.750000 Penalty: 4853.296875
	Iteration 0F: 3 clusters Score -2494468 nChanged 7833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2498730.750000 Penalty: 4853.296875
	Iteration 1F: 3 clusters Score -2498731 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -2499083.500000 Penalty: 4853.296875
	Iteration 2F: 3 clusters Score -2499084 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -2499341.250000 Penalty: 4853.296875
	Iteration 3Q: 3 clusters Score -2499341 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -2499557.250000 Penalty: 4853.296875
	Iteration 4Q: 3 clusters Score -2499557 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2499737.250000 Penalty: 4853.296875
	Iteration 5Q: 3 clusters Score -2499737 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -2499890.250000 Penalty: 4853.296875
	Iteration 6Q: 3 clusters Score -2499890 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -2500064.000000 Penalty: 4853.296875
	Iteration 7Q: 3 clusters Score -2500064 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -2500293.250000 Penalty: 4853.296875
	Iteration 8Q: 3 clusters Score -2500293 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -2500541.750000 Penalty: 4853.296875
	Iteration 9Q: 3 clusters Score -2500542 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -2500861.750000 Penalty: 4853.296875
	Iteration 10Q: 3 clusters Score -2500862 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -2501285.750000 Penalty: 4853.296875
	Iteration 11Q: 3 clusters Score -2501286 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -2501764.250000 Penalty: 4853.296875
	Iteration 12Q: 3 clusters Score -2501764 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -2502299.750000 Penalty: 4853.296875
	Iteration 13Q: 3 clusters Score -2502300 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -2502870.500000 Penalty: 4853.296875
	Iteration 14Q: 3 clusters Score -2502870 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2503447.750000 Penalty: 4853.296875
	Iteration 15Q: 3 clusters Score -2503448 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -2503912.750000 Penalty: 4853.296875
	Iteration 16Q: 3 clusters Score -2503913 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -2504257.500000 Penalty: 4853.296875
	Iteration 17Q: 3 clusters Score -2504258 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -2504484.750000 Penalty: 4853.296875
	Iteration 18Q: 3 clusters Score -2504485 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2504673.000000 Penalty: 4853.296875
	Iteration 19Q: 3 clusters Score -2504673 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2504798.500000 Penalty: 4853.296875
	Iteration 20F: 3 clusters Score -2504798 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -2504866.250000 Penalty: 4853.296875
	Iteration 21Q: 3 clusters Score -2504866 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -2504913.250000 Penalty: 4853.296875
	Iteration 22Q: 3 clusters Score -2504913 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -2504956.000000 Penalty: 4853.296875
	Iteration 23Q: 3 clusters Score -2504956 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -2504990.250000 Penalty: 4853.296875
	Iteration 24Q: 3 clusters Score -2504990 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -2505010.500000 Penalty: 4853.296875
	Iteration 25Q: 3 clusters Score -2505010 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -2505026.250000 Penalty: 4853.296875
	Iteration 26Q: 3 clusters Score -2505026 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2505041.000000 Penalty: 4853.296875
	Iteration 27Q: 3 clusters Score -2505041 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -2505051.250000 Penalty: 4853.296875
	Iteration 28Q: 3 clusters Score -2505051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -2505060.250000 Penalty: 4853.296875
	Iteration 29Q: 3 clusters Score -2505060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -2505069.500000 Penalty: 4853.296875
	Iteration 30Q: 3 clusters Score -2505070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -2505074.000000 Penalty: 4853.296875
	Iteration 31Q: 3 clusters Score -2505074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -2505078.750000 Penalty: 4853.296875
	Iteration 32Q: 3 clusters Score -2505079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -2505080.500000 Penalty: 4853.296875
	Iteration 33Q: 3 clusters Score -2505080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -2505093.250000 Penalty: 4853.296875
	Iteration 34Q: 3 clusters Score -2505093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -2505098.750000 Penalty: 4853.296875
	Iteration 35Q: 3 clusters Score -2505099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -2505101.000000 Penalty: 4853.296875
	Iteration 36Q: 3 clusters Score -2505101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -2505108.500000 Penalty: 4853.296875
	Iteration 37Q: 3 clusters Score -2505108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -2505112.250000 Penalty: 4853.296875
	Iteration 38Q: 3 clusters Score -2505112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -2505117.250000 Penalty: 4853.296875
	Iteration 39Q: 3 clusters Score -2505117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -2505128.000000 Penalty: 4853.296875
	Iteration 40F: 3 clusters Score -2505128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -2505133.500000 Penalty: 4853.296875
	Iteration 41Q: 3 clusters Score -2505134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -2505135.750000 Penalty: 4853.296875
	Iteration 42Q: 3 clusters Score -2505136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -2505141.500000 Penalty: 4853.296875
	Iteration 43Q: 3 clusters Score -2505142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -2505144.250000 Penalty: 4853.296875
	Iteration 44Q: 3 clusters Score -2505144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -2505146.000000 Penalty: 4853.296875
	Iteration 45Q: 3 clusters Score -2505146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -2505144.250000 Penalty: 4853.296875
	Iteration 46Q: 3 clusters Score -2505144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -2505148.500000 Penalty: 4853.296875
	Iteration 47Q: 3 clusters Score -2505148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -2505149.750000 Penalty: 4853.296875
	Iteration 48Q: 3 clusters Score -2505150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2505148.750000 Penalty: 4853.296875
	Iteration 49Q: 3 clusters Score -2505149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2505148.750000 Penalty: 4853.296875
	Iteration 50F: 3 clusters Score -2505149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -51199.085938 Penalty: 1514.541626
	Iteration 0F: 2 clusters Score -51199.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -49761.304688 Penalty: 3029.083252
	Iteration 0F: 3 clusters Score -49761.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50043.234375 Penalty: 3029.083252
	Iteration 1F: 3 clusters Score -50043.23 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50194.242188 Penalty: 3029.083252
	Iteration 2F: 3 clusters Score -50194.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -50345.023438 Penalty: 3029.083252
	Iteration 3Q: 3 clusters Score -50345.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -50512.531250 Penalty: 3029.083252
	Iteration 4Q: 3 clusters Score -50512.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -50735.050781 Penalty: 3029.083252
	Iteration 5Q: 3 clusters Score -50735.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -50814.878906 Penalty: 3029.083252
	Iteration 6Q: 3 clusters Score -50814.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50873.824219 Penalty: 3029.083252
	Iteration 7Q: 3 clusters Score -50873.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -50880.535156 Penalty: 3029.083252
	Iteration 8Q: 3 clusters Score -50880.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -50882.128906 Penalty: 3029.083252
	Iteration 9Q: 3 clusters Score -50882.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -50887.140625 Penalty: 3029.083252
	Iteration 10F: 3 clusters Score -50887.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -50899.097656 Penalty: 3029.083252
	Iteration 11Q: 3 clusters Score -50899.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50903.750000 Penalty: 3029.083252
	Iteration 12Q: 3 clusters Score -50903.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50917.265625 Penalty: 3029.083252
	Iteration 13Q: 3 clusters Score -50917.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50922.769531 Penalty: 3029.083252
	Iteration 14Q: 3 clusters Score -50922.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -50933.250000 Penalty: 3029.083252
	Iteration 15Q: 3 clusters Score -50933.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -50952.199219 Penalty: 3029.083252
	Iteration 16Q: 3 clusters Score -50952.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50984.843750 Penalty: 3029.083252
	Iteration 17Q: 3 clusters Score -50984.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -51080.839844 Penalty: 3029.083252
	Iteration 18Q: 3 clusters Score -51080.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -51127.699219 Penalty: 3029.083252
	Iteration 19Q: 3 clusters Score -51127.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -51130.207031 Penalty: 3029.083252
	Iteration 20F: 3 clusters Score -51130.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (68711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68711 members 
Entering Unmasked Estep 
Score: -9667810.000000 Penalty: 2762.140869
	Iteration 0F: 2 clusters Score -9667810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -9621548.000000 Penalty: 5524.281738
	Iteration 0F: 3 clusters Score -9621548 nChanged 32362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -9640175.000000 Penalty: 5524.281738
	Iteration 1F: 3 clusters Score -9640175 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -9641220.000000 Penalty: 5524.281738
	Iteration 2Q: 3 clusters Score -9641220 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -9642617.000000 Penalty: 5524.281738
	Iteration 3Q: 3 clusters Score -9642617 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -9644767.000000 Penalty: 5524.281738
	Iteration 4F: 3 clusters Score -9644767 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 44505 members 
Entering Unmasked Estep 
Score: -9647726.000000 Penalty: 5524.281738
	Iteration 5F: 3 clusters Score -9647726 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 48866 members 
Entering Unmasked Estep 
Score: -9651449.000000 Penalty: 5524.281738
	Iteration 6F: 3 clusters Score -9651449 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 53508 members 
Entering Unmasked Estep 
Score: -9655409.000000 Penalty: 5524.281738
	Iteration 7F: 3 clusters Score -9655409 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 57748 members 
Entering Unmasked Estep 
Score: -9658958.000000 Penalty: 5524.281738
	Iteration 8F: 3 clusters Score -9658958 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 61163 members 
Entering Unmasked Estep 
Score: -9661801.000000 Penalty: 5524.281738
	Iteration 9F: 3 clusters Score -9661801 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 63533 members 
Entering Unmasked Estep 
Score: -9663640.000000 Penalty: 5524.281738
	Iteration 10Q: 3 clusters Score -9663640 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 65111 members 
Entering Unmasked Estep 
Score: -9664790.000000 Penalty: 5524.281738
	Iteration 11Q: 3 clusters Score -9664790 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 66041 members 
Entering Unmasked Estep 
Score: -9665356.000000 Penalty: 5524.281738
	Iteration 12Q: 3 clusters Score -9665356 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 66581 members 
Entering Unmasked Estep 
Score: -9665608.000000 Penalty: 5524.281738
	Iteration 13Q: 3 clusters Score -9665608 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 66916 members 
Entering Unmasked Estep 
Score: -9665765.000000 Penalty: 5524.281738
	Iteration 14Q: 3 clusters Score -9665765 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 67117 members 
Entering Unmasked Estep 
Score: -9665861.000000 Penalty: 5524.281738
	Iteration 15Q: 3 clusters Score -9665861 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 67251 members 
Entering Unmasked Estep 
Score: -9665892.000000 Penalty: 5524.281738
	Iteration 16Q: 3 clusters Score -9665892 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 67343 members 
Entering Unmasked Estep 
Score: -9665944.000000 Penalty: 5524.281738
	Iteration 17Q: 3 clusters Score -9665944 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 67401 members 
Entering Unmasked Estep 
Score: -9665964.000000 Penalty: 5524.281738
	Iteration 18Q: 3 clusters Score -9665964 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 67445 members 
Entering Unmasked Estep 
Score: -9665959.000000 Penalty: 5524.281738
	Iteration 19Q: 3 clusters Score -9665959 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 67471 members 
Entering Unmasked Estep 
Score: -9665960.000000 Penalty: 5524.281738
	Iteration 20F: 3 clusters Score -9665960 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 67490 members 
Entering Unmasked Estep 
Score: -9665981.000000 Penalty: 5524.281738
	Iteration 21Q: 3 clusters Score -9665981 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 67512 members 
Entering Unmasked Estep 
Score: -9666008.000000 Penalty: 5524.281738
	Iteration 22Q: 3 clusters Score -9666008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 67527 members 
Entering Unmasked Estep 
Score: -9666020.000000 Penalty: 5524.281738
	Iteration 23Q: 3 clusters Score -9666020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 67546 members 
Entering Unmasked Estep 
Score: -9666045.000000 Penalty: 5524.281738
	Iteration 24Q: 3 clusters Score -9666045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 67560 members 
Entering Unmasked Estep 
Score: -9666051.000000 Penalty: 5524.281738
	Iteration 25Q: 3 clusters Score -9666051 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 67571 members 
Entering Unmasked Estep 
Score: -9666051.000000 Penalty: 5524.281738
	Iteration 26Q: 3 clusters Score -9666051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 67579 members 
Entering Unmasked Estep 
Score: -9666059.000000 Penalty: 5524.281738
	Iteration 27Q: 3 clusters Score -9666059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 67587 members 
Entering Unmasked Estep 
Score: -9666067.000000 Penalty: 5524.281738
	Iteration 28Q: 3 clusters Score -9666067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 67595 members 
Entering Unmasked Estep 
Score: -9666069.000000 Penalty: 5524.281738
	Iteration 29Q: 3 clusters Score -9666069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 67600 members 
Entering Unmasked Estep 
Score: -9666067.000000 Penalty: 5524.281738
	Iteration 30Q: 3 clusters Score -9666067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 67604 members 
Entering Unmasked Estep 
Score: -9666068.000000 Penalty: 5524.281738
	Iteration 31Q: 3 clusters Score -9666068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 67605 members 
Entering Unmasked Estep 
Score: -9666075.000000 Penalty: 5524.281738
	Iteration 32Q: 3 clusters Score -9666075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 67606 members 
Entering Unmasked Estep 
Score: -9666074.000000 Penalty: 5524.281738
	Iteration 33Q: 3 clusters Score -9666074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 67607 members 
Entering Unmasked Estep 
Score: -9666073.000000 Penalty: 5524.281738
	Iteration 34Q: 3 clusters Score -9666073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 67608 members 
Entering Unmasked Estep 
Score: -9666069.000000 Penalty: 5524.281738
	Iteration 35Q: 3 clusters Score -9666069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 67609 members 
Entering Unmasked Estep 
Score: -9666073.000000 Penalty: 5524.281738
	Iteration 36Q: 3 clusters Score -9666073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 67609 members 
Entering Unmasked Estep 
Score: -9666073.000000 Penalty: 5524.281738
	Iteration 37F: 3 clusters Score -9666073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Entering Unmasked Estep 
Score: -1098993.250000 Penalty: 2232.272705
	Iteration 0F: 2 clusters Score -1098993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1092492.250000 Penalty: 4464.545410
	Iteration 0F: 3 clusters Score -1092492 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1094214.375000 Penalty: 4464.545410
	Iteration 1F: 3 clusters Score -1094214 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1094533.625000 Penalty: 4464.545410
	Iteration 2F: 3 clusters Score -1094534 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1094855.750000 Penalty: 4464.545410
	Iteration 3F: 3 clusters Score -1094856 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1095225.250000 Penalty: 4464.545410
	Iteration 4F: 3 clusters Score -1095225 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1095594.500000 Penalty: 4464.545410
	Iteration 5F: 3 clusters Score -1095594 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1095987.500000 Penalty: 4464.545410
	Iteration 6F: 3 clusters Score -1095988 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1096401.375000 Penalty: 4464.545410
	Iteration 7F: 3 clusters Score -1096401 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1096757.500000 Penalty: 4464.545410
	Iteration 8Q: 3 clusters Score -1096758 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1097052.625000 Penalty: 4464.545410
	Iteration 9Q: 3 clusters Score -1097053 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1097298.625000 Penalty: 4464.545410
	Iteration 10Q: 3 clusters Score -1097299 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1097469.000000 Penalty: 4464.545410
	Iteration 11Q: 3 clusters Score -1097469 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1097594.250000 Penalty: 4464.545410
	Iteration 12Q: 3 clusters Score -1097594 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1097679.250000 Penalty: 4464.545410
	Iteration 13Q: 3 clusters Score -1097679 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1097738.750000 Penalty: 4464.545410
	Iteration 14Q: 3 clusters Score -1097739 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1097793.375000 Penalty: 4464.545410
	Iteration 15Q: 3 clusters Score -1097793 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1097837.375000 Penalty: 4464.545410
	Iteration 16Q: 3 clusters Score -1097837 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1097876.500000 Penalty: 4464.545410
	Iteration 17Q: 3 clusters Score -1097876 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1097912.500000 Penalty: 4464.545410
	Iteration 18Q: 3 clusters Score -1097912 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1097943.875000 Penalty: 4464.545410
	Iteration 19Q: 3 clusters Score -1097944 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1097973.750000 Penalty: 4464.545410
	Iteration 20F: 3 clusters Score -1097974 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1098005.250000 Penalty: 4464.545410
	Iteration 21Q: 3 clusters Score -1098005 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1098035.375000 Penalty: 4464.545410
	Iteration 22Q: 3 clusters Score -1098035 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1098078.500000 Penalty: 4464.545410
	Iteration 23Q: 3 clusters Score -1098078 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1098126.875000 Penalty: 4464.545410
	Iteration 24Q: 3 clusters Score -1098127 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1098182.000000 Penalty: 4464.545410
	Iteration 25Q: 3 clusters Score -1098182 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1098242.000000 Penalty: 4464.545410
	Iteration 26Q: 3 clusters Score -1098242 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1098278.875000 Penalty: 4464.545410
	Iteration 27Q: 3 clusters Score -1098279 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1098302.625000 Penalty: 4464.545410
	Iteration 28Q: 3 clusters Score -1098303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1098318.125000 Penalty: 4464.545410
	Iteration 29Q: 3 clusters Score -1098318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1098330.250000 Penalty: 4464.545410
	Iteration 30Q: 3 clusters Score -1098330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1098341.375000 Penalty: 4464.545410
	Iteration 31Q: 3 clusters Score -1098341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1098346.750000 Penalty: 4464.545410
	Iteration 32Q: 3 clusters Score -1098347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1098350.125000 Penalty: 4464.545410
	Iteration 33Q: 3 clusters Score -1098350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1098352.500000 Penalty: 4464.545410
	Iteration 34Q: 3 clusters Score -1098352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1098351.750000 Penalty: 4464.545410
	Iteration 35Q: 3 clusters Score -1098352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1098351.750000 Penalty: 4464.545410
	Iteration 36F: 3 clusters Score -1098352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (128399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128399 members 
Entering Unmasked Estep 
Score: -18178268.000000 Penalty: 2917.198486
	Iteration 0F: 2 clusters Score -1.817827e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64265 members 
Mstep: Class 2 contains 64134 members 
Entering Unmasked Estep 
Score: -18096438.000000 Penalty: 5834.396973
	Iteration 0F: 3 clusters Score -1.809644e+07 nChanged 61185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64470 members 
Mstep: Class 2 contains 63929 members 
Entering Unmasked Estep 
Score: -18131528.000000 Penalty: 5834.396973
	Iteration 1F: 3 clusters Score -1.813153e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64401 members 
Mstep: Class 2 contains 63998 members 
Entering Unmasked Estep 
Score: -18132338.000000 Penalty: 5834.396973
	Iteration 2Q: 3 clusters Score -1.813234e+07 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64287 members 
Mstep: Class 2 contains 64112 members 
Entering Unmasked Estep 
Score: -18133364.000000 Penalty: 5834.396973
	Iteration 3Q: 3 clusters Score -1.813336e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64227 members 
Mstep: Class 2 contains 64172 members 
Entering Unmasked Estep 
Score: -18134614.000000 Penalty: 5834.396973
	Iteration 4Q: 3 clusters Score -1.813461e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64301 members 
Mstep: Class 2 contains 64098 members 
Entering Unmasked Estep 
Score: -18135956.000000 Penalty: 5834.396973
	Iteration 5Q: 3 clusters Score -1.813596e+07 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64588 members 
Mstep: Class 2 contains 63811 members 
Entering Unmasked Estep 
Score: -18137484.000000 Penalty: 5834.396973
	Iteration 6Q: 3 clusters Score -1.813748e+07 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65274 members 
Mstep: Class 2 contains 63125 members 
Entering Unmasked Estep 
Score: -18139232.000000 Penalty: 5834.396973
	Iteration 7Q: 3 clusters Score -1.813923e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66414 members 
Mstep: Class 2 contains 61985 members 
Entering Unmasked Estep 
Score: -18140888.000000 Penalty: 5834.396973
	Iteration 8Q: 3 clusters Score -1.814089e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68123 members 
Mstep: Class 2 contains 60276 members 
Entering Unmasked Estep 
Score: -18142730.000000 Penalty: 5834.396973
	Iteration 9Q: 3 clusters Score -1.814273e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70495 members 
Mstep: Class 2 contains 57904 members 
Entering Unmasked Estep 
Score: -18145016.000000 Penalty: 5834.396973
	Iteration 10Q: 3 clusters Score -1.814502e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73688 members 
Mstep: Class 2 contains 54711 members 
Entering Unmasked Estep 
Score: -18147738.000000 Penalty: 5834.396973
	Iteration 11Q: 3 clusters Score -1.814774e+07 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77748 members 
Mstep: Class 2 contains 50651 members 
Entering Unmasked Estep 
Score: -18151782.000000 Penalty: 5834.396973
	Iteration 12F: 3 clusters Score -1.815178e+07 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82276 members 
Mstep: Class 2 contains 46123 members 
Entering Unmasked Estep 
Score: -18156908.000000 Penalty: 5834.396973
	Iteration 13F: 3 clusters Score -1.815691e+07 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86331 members 
Mstep: Class 2 contains 42068 members 
Entering Unmasked Estep 
Score: -18161194.000000 Penalty: 5834.396973
	Iteration 14F: 3 clusters Score -1.816119e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89474 members 
Mstep: Class 2 contains 38925 members 
Entering Unmasked Estep 
Score: -18163830.000000 Penalty: 5834.396973
	Iteration 15Q: 3 clusters Score -1.816383e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91911 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -18165302.000000 Penalty: 5834.396973
	Iteration 16Q: 3 clusters Score -1.81653e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94099 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -18165930.000000 Penalty: 5834.396973
	Iteration 17Q: 3 clusters Score -1.816593e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96213 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -18166440.000000 Penalty: 5834.396973
	Iteration 18Q: 3 clusters Score -1.816644e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98362 members 
Mstep: Class 2 contains 30037 members 
Entering Unmasked Estep 
Score: -18166926.000000 Penalty: 5834.396973
	Iteration 19Q: 3 clusters Score -1.816693e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100592 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -18167532.000000 Penalty: 5834.396973
	Iteration 20F: 3 clusters Score -1.816753e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102942 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -18168212.000000 Penalty: 5834.396973
	Iteration 21Q: 3 clusters Score -1.816821e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105360 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -18169026.000000 Penalty: 5834.396973
	Iteration 22Q: 3 clusters Score -1.816903e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107766 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -18169846.000000 Penalty: 5834.396973
	Iteration 23Q: 3 clusters Score -1.816985e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110202 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -18170764.000000 Penalty: 5834.396973
	Iteration 24Q: 3 clusters Score -1.817076e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112641 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -18171690.000000 Penalty: 5834.396973
	Iteration 25Q: 3 clusters Score -1.817169e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114905 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -18172670.000000 Penalty: 5834.396973
	Iteration 26Q: 3 clusters Score -1.817267e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117009 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -18173466.000000 Penalty: 5834.396973
	Iteration 27Q: 3 clusters Score -1.817347e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118881 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -18174310.000000 Penalty: 5834.396973
	Iteration 28Q: 3 clusters Score -1.817431e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120435 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -18174986.000000 Penalty: 5834.396973
	Iteration 29Q: 3 clusters Score -1.817499e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121741 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -18175578.000000 Penalty: 5834.396973
	Iteration 30Q: 3 clusters Score -1.817558e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122807 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -18176054.000000 Penalty: 5834.396973
	Iteration 31Q: 3 clusters Score -1.817605e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123638 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -18176256.000000 Penalty: 5834.396973
	Iteration 32Q: 3 clusters Score -1.817626e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124288 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -18176514.000000 Penalty: 5834.396973
	Iteration 33Q: 3 clusters Score -1.817651e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124811 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -18176702.000000 Penalty: 5834.396973
	Iteration 34Q: 3 clusters Score -1.81767e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125194 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -18176908.000000 Penalty: 5834.396973
	Iteration 35Q: 3 clusters Score -1.817691e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125493 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -18176962.000000 Penalty: 5834.396973
	Iteration 36Q: 3 clusters Score -1.817696e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125750 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -18177054.000000 Penalty: 5834.396973
	Iteration 37Q: 3 clusters Score -1.817705e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125940 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -18177068.000000 Penalty: 5834.396973
	Iteration 38Q: 3 clusters Score -1.817707e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126086 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -18177058.000000 Penalty: 5834.396973
	Iteration 39Q: 3 clusters Score -1.817706e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126197 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -18177086.000000 Penalty: 5834.396973
	Iteration 40F: 3 clusters Score -1.817709e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126290 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -18177104.000000 Penalty: 5834.396973
	Iteration 41Q: 3 clusters Score -1.81771e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126352 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -18177124.000000 Penalty: 5834.396973
	Iteration 42Q: 3 clusters Score -1.817712e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126395 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -18177120.000000 Penalty: 5834.396973
	Iteration 43Q: 3 clusters Score -1.817712e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126423 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -18177128.000000 Penalty: 5834.396973
	Iteration 44Q: 3 clusters Score -1.817713e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126446 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -18177116.000000 Penalty: 5834.396973
	Iteration 45Q: 3 clusters Score -1.817712e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126465 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -18177122.000000 Penalty: 5834.396973
	Iteration 46Q: 3 clusters Score -1.817712e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126479 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -18177132.000000 Penalty: 5834.396973
	Iteration 47Q: 3 clusters Score -1.817713e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126487 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -18177142.000000 Penalty: 5834.396973
	Iteration 48Q: 3 clusters Score -1.817714e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126500 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -18177134.000000 Penalty: 5834.396973
	Iteration 49Q: 3 clusters Score -1.817713e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126505 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -18177122.000000 Penalty: 5834.396973
	Iteration 50Q: 3 clusters Score -1.817712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126509 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -18177126.000000 Penalty: 5834.396973
	Iteration 51Q: 3 clusters Score -1.817713e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126515 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -18177124.000000 Penalty: 5834.396973
	Iteration 52Q: 3 clusters Score -1.817712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126518 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -18177132.000000 Penalty: 5834.396973
	Iteration 53Q: 3 clusters Score -1.817713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126521 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -18177134.000000 Penalty: 5834.396973
	Iteration 54Q: 3 clusters Score -1.817713e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126521 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -18177134.000000 Penalty: 5834.396973
	Iteration 55F: 3 clusters Score -1.817713e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Entering Unmasked Estep 
Score: -2775912.250000 Penalty: 2450.103760
	Iteration 0F: 2 clusters Score -2775912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2762124.750000 Penalty: 4900.207520
	Iteration 0F: 3 clusters Score -2762125 nChanged 8564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -2766842.000000 Penalty: 4900.207520
	Iteration 1F: 3 clusters Score -2766842 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -2767524.750000 Penalty: 4900.207520
	Iteration 2F: 3 clusters Score -2767525 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2768111.250000 Penalty: 4900.207520
	Iteration 3F: 3 clusters Score -2768111 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2768579.500000 Penalty: 4900.207520
	Iteration 4F: 3 clusters Score -2768580 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2769018.000000 Penalty: 4900.207520
	Iteration 5Q: 3 clusters Score -2769018 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -2769410.750000 Penalty: 4900.207520
	Iteration 6Q: 3 clusters Score -2769411 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -2769784.000000 Penalty: 4900.207520
	Iteration 7Q: 3 clusters Score -2769784 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -2770107.500000 Penalty: 4900.207520
	Iteration 8Q: 3 clusters Score -2770108 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -2770433.000000 Penalty: 4900.207520
	Iteration 9Q: 3 clusters Score -2770433 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -2770754.500000 Penalty: 4900.207520
	Iteration 10Q: 3 clusters Score -2770754 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2771029.750000 Penalty: 4900.207520
	Iteration 11Q: 3 clusters Score -2771030 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -2771263.000000 Penalty: 4900.207520
	Iteration 12Q: 3 clusters Score -2771263 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2771418.500000 Penalty: 4900.207520
	Iteration 13Q: 3 clusters Score -2771418 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2771541.250000 Penalty: 4900.207520
	Iteration 14Q: 3 clusters Score -2771541 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2771656.500000 Penalty: 4900.207520
	Iteration 15Q: 3 clusters Score -2771656 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -2771739.500000 Penalty: 4900.207520
	Iteration 16Q: 3 clusters Score -2771740 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2771787.500000 Penalty: 4900.207520
	Iteration 17Q: 3 clusters Score -2771788 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2771831.000000 Penalty: 4900.207520
	Iteration 18Q: 3 clusters Score -2771831 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -2771869.250000 Penalty: 4900.207520
	Iteration 19Q: 3 clusters Score -2771869 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -2771906.750000 Penalty: 4900.207520
	Iteration 20F: 3 clusters Score -2771907 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -2771945.500000 Penalty: 4900.207520
	Iteration 21Q: 3 clusters Score -2771946 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -2771967.750000 Penalty: 4900.207520
	Iteration 22Q: 3 clusters Score -2771968 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -2771994.250000 Penalty: 4900.207520
	Iteration 23Q: 3 clusters Score -2771994 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -2772019.500000 Penalty: 4900.207520
	Iteration 24Q: 3 clusters Score -2772020 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -2772048.250000 Penalty: 4900.207520
	Iteration 25Q: 3 clusters Score -2772048 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -2772090.250000 Penalty: 4900.207520
	Iteration 26Q: 3 clusters Score -2772090 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -2772123.750000 Penalty: 4900.207520
	Iteration 27Q: 3 clusters Score -2772124 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -2772151.250000 Penalty: 4900.207520
	Iteration 28Q: 3 clusters Score -2772151 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -2772177.250000 Penalty: 4900.207520
	Iteration 29Q: 3 clusters Score -2772177 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2772217.250000 Penalty: 4900.207520
	Iteration 30Q: 3 clusters Score -2772217 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -2772254.250000 Penalty: 4900.207520
	Iteration 31Q: 3 clusters Score -2772254 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -2772307.250000 Penalty: 4900.207520
	Iteration 32Q: 3 clusters Score -2772307 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -2772358.000000 Penalty: 4900.207520
	Iteration 33Q: 3 clusters Score -2772358 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -2772408.500000 Penalty: 4900.207520
	Iteration 34Q: 3 clusters Score -2772408 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -2772465.500000 Penalty: 4900.207520
	Iteration 35Q: 3 clusters Score -2772466 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -2772520.500000 Penalty: 4900.207520
	Iteration 36Q: 3 clusters Score -2772520 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -2772603.000000 Penalty: 4900.207520
	Iteration 37Q: 3 clusters Score -2772603 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2772667.750000 Penalty: 4900.207520
	Iteration 38Q: 3 clusters Score -2772668 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -2772732.750000 Penalty: 4900.207520
	Iteration 39Q: 3 clusters Score -2772733 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -2772831.750000 Penalty: 4900.207520
	Iteration 40F: 3 clusters Score -2772832 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -2772917.250000 Penalty: 4900.207520
	Iteration 41Q: 3 clusters Score -2772917 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -2773005.750000 Penalty: 4900.207520
	Iteration 42Q: 3 clusters Score -2773006 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -2773092.000000 Penalty: 4900.207520
	Iteration 43Q: 3 clusters Score -2773092 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -2773200.250000 Penalty: 4900.207520
	Iteration 44Q: 3 clusters Score -2773200 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -2773293.500000 Penalty: 4900.207520
	Iteration 45Q: 3 clusters Score -2773294 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -2773412.750000 Penalty: 4900.207520
	Iteration 46Q: 3 clusters Score -2773413 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -2773510.750000 Penalty: 4900.207520
	Iteration 47Q: 3 clusters Score -2773511 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -2773614.000000 Penalty: 4900.207520
	Iteration 48Q: 3 clusters Score -2773614 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2773725.250000 Penalty: 4900.207520
	Iteration 49Q: 3 clusters Score -2773725 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -2773839.250000 Penalty: 4900.207520
	Iteration 50Q: 3 clusters Score -2773839 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -2773962.250000 Penalty: 4900.207520
	Iteration 51Q: 3 clusters Score -2773962 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -2774084.000000 Penalty: 4900.207520
	Iteration 52Q: 3 clusters Score -2774084 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -2774200.500000 Penalty: 4900.207520
	Iteration 53Q: 3 clusters Score -2774200 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -2774303.750000 Penalty: 4900.207520
	Iteration 54Q: 3 clusters Score -2774304 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -2774375.250000 Penalty: 4900.207520
	Iteration 55Q: 3 clusters Score -2774375 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -2774444.250000 Penalty: 4900.207520
	Iteration 56Q: 3 clusters Score -2774444 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -2774501.750000 Penalty: 4900.207520
	Iteration 57Q: 3 clusters Score -2774502 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -2774541.000000 Penalty: 4900.207520
	Iteration 58Q: 3 clusters Score -2774541 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -2774575.000000 Penalty: 4900.207520
	Iteration 59Q: 3 clusters Score -2774575 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -2774586.250000 Penalty: 4900.207520
	Iteration 60F: 3 clusters Score -2774586 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -2774602.500000 Penalty: 4900.207520
	Iteration 61Q: 3 clusters Score -2774602 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -2774605.000000 Penalty: 4900.207520
	Iteration 62Q: 3 clusters Score -2774605 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -2774609.750000 Penalty: 4900.207520
	Iteration 63Q: 3 clusters Score -2774610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -2774615.250000 Penalty: 4900.207520
	Iteration 64Q: 3 clusters Score -2774615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -2774632.500000 Penalty: 4900.207520
	Iteration 65Q: 3 clusters Score -2774632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -2774639.250000 Penalty: 4900.207520
	Iteration 66Q: 3 clusters Score -2774639 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -2774645.750000 Penalty: 4900.207520
	Iteration 67Q: 3 clusters Score -2774646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -2774647.750000 Penalty: 4900.207520
	Iteration 68Q: 3 clusters Score -2774648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -2774651.500000 Penalty: 4900.207520
	Iteration 69Q: 3 clusters Score -2774652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -2774652.250000 Penalty: 4900.207520
	Iteration 70Q: 3 clusters Score -2774652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -2774654.000000 Penalty: 4900.207520
	Iteration 71Q: 3 clusters Score -2774654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -2774657.250000 Penalty: 4900.207520
	Iteration 72Q: 3 clusters Score -2774657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -2774659.250000 Penalty: 4900.207520
	Iteration 73Q: 3 clusters Score -2774659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -2774659.250000 Penalty: 4900.207520
	Iteration 74Q: 3 clusters Score -2774659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -2774657.500000 Penalty: 4900.207520
	Iteration 75Q: 3 clusters Score -2774658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -2774657.500000 Penalty: 4900.207520
	Iteration 76F: 3 clusters Score -2774658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (172114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172114 members 
Entering Unmasked Estep 
Score: -23972738.000000 Penalty: 2989.866211
	Iteration 0F: 2 clusters Score -2.397274e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85837 members 
Mstep: Class 2 contains 86277 members 
Entering Unmasked Estep 
Score: -23867240.000000 Penalty: 5979.732422
	Iteration 0F: 3 clusters Score -2.386724e+07 nChanged 82290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82777 members 
Mstep: Class 2 contains 89337 members 
Entering Unmasked Estep 
Score: -23915382.000000 Penalty: 5979.732422
	Iteration 1F: 3 clusters Score -2.391538e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81241 members 
Mstep: Class 2 contains 90873 members 
Entering Unmasked Estep 
Score: -23916794.000000 Penalty: 5979.732422
	Iteration 2Q: 3 clusters Score -2.391679e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79065 members 
Mstep: Class 2 contains 93049 members 
Entering Unmasked Estep 
Score: -23918804.000000 Penalty: 5979.732422
	Iteration 3Q: 3 clusters Score -2.39188e+07 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76436 members 
Mstep: Class 2 contains 95678 members 
Entering Unmasked Estep 
Score: -23922018.000000 Penalty: 5979.732422
	Iteration 4Q: 3 clusters Score -2.392202e+07 nChanged 7667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73373 members 
Mstep: Class 2 contains 98741 members 
Entering Unmasked Estep 
Score: -23926356.000000 Penalty: 5979.732422
	Iteration 5Q: 3 clusters Score -2.392636e+07 nChanged 9060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70297 members 
Mstep: Class 2 contains 101817 members 
Entering Unmasked Estep 
Score: -23931792.000000 Penalty: 5979.732422
	Iteration 6F: 3 clusters Score -2.393179e+07 nChanged 10212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67655 members 
Mstep: Class 2 contains 104459 members 
Entering Unmasked Estep 
Score: -23938388.000000 Penalty: 5979.732422
	Iteration 7F: 3 clusters Score -2.393839e+07 nChanged 10838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65931 members 
Mstep: Class 2 contains 106183 members 
Entering Unmasked Estep 
Score: -23945120.000000 Penalty: 5979.732422
	Iteration 8F: 3 clusters Score -2.394512e+07 nChanged 10047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65206 members 
Mstep: Class 2 contains 106908 members 
Entering Unmasked Estep 
Score: -23950500.000000 Penalty: 5979.732422
	Iteration 9F: 3 clusters Score -2.39505e+07 nChanged 8112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64968 members 
Mstep: Class 2 contains 107146 members 
Entering Unmasked Estep 
Score: -23953886.000000 Penalty: 5979.732422
	Iteration 10Q: 3 clusters Score -2.395389e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65070 members 
Mstep: Class 2 contains 107044 members 
Entering Unmasked Estep 
Score: -23955358.000000 Penalty: 5979.732422
	Iteration 11Q: 3 clusters Score -2.395536e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65248 members 
Mstep: Class 2 contains 106866 members 
Entering Unmasked Estep 
Score: -23956022.000000 Penalty: 5979.732422
	Iteration 12Q: 3 clusters Score -2.395602e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65575 members 
Mstep: Class 2 contains 106539 members 
Entering Unmasked Estep 
Score: -23956346.000000 Penalty: 5979.732422
	Iteration 13Q: 3 clusters Score -2.395635e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66171 members 
Mstep: Class 2 contains 105943 members 
Entering Unmasked Estep 
Score: -23956696.000000 Penalty: 5979.732422
	Iteration 14Q: 3 clusters Score -2.39567e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66893 members 
Mstep: Class 2 contains 105221 members 
Entering Unmasked Estep 
Score: -23957024.000000 Penalty: 5979.732422
	Iteration 15Q: 3 clusters Score -2.395702e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67748 members 
Mstep: Class 2 contains 104366 members 
Entering Unmasked Estep 
Score: -23957252.000000 Penalty: 5979.732422
	Iteration 16Q: 3 clusters Score -2.395725e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68780 members 
Mstep: Class 2 contains 103334 members 
Entering Unmasked Estep 
Score: -23957538.000000 Penalty: 5979.732422
	Iteration 17Q: 3 clusters Score -2.395754e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70001 members 
Mstep: Class 2 contains 102113 members 
Entering Unmasked Estep 
Score: -23957864.000000 Penalty: 5979.732422
	Iteration 18Q: 3 clusters Score -2.395786e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71315 members 
Mstep: Class 2 contains 100799 members 
Entering Unmasked Estep 
Score: -23958020.000000 Penalty: 5979.732422
	Iteration 19Q: 3 clusters Score -2.395802e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72656 members 
Mstep: Class 2 contains 99458 members 
Entering Unmasked Estep 
Score: -23958242.000000 Penalty: 5979.732422
	Iteration 20F: 3 clusters Score -2.395824e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74086 members 
Mstep: Class 2 contains 98028 members 
Entering Unmasked Estep 
Score: -23958678.000000 Penalty: 5979.732422
	Iteration 21Q: 3 clusters Score -2.395868e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75611 members 
Mstep: Class 2 contains 96503 members 
Entering Unmasked Estep 
Score: -23958994.000000 Penalty: 5979.732422
	Iteration 22Q: 3 clusters Score -2.395899e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77157 members 
Mstep: Class 2 contains 94957 members 
Entering Unmasked Estep 
Score: -23959456.000000 Penalty: 5979.732422
	Iteration 23Q: 3 clusters Score -2.395946e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78677 members 
Mstep: Class 2 contains 93437 members 
Entering Unmasked Estep 
Score: -23960048.000000 Penalty: 5979.732422
	Iteration 24Q: 3 clusters Score -2.396005e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80176 members 
Mstep: Class 2 contains 91938 members 
Entering Unmasked Estep 
Score: -23960482.000000 Penalty: 5979.732422
	Iteration 25Q: 3 clusters Score -2.396048e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81697 members 
Mstep: Class 2 contains 90417 members 
Entering Unmasked Estep 
Score: -23960868.000000 Penalty: 5979.732422
	Iteration 26Q: 3 clusters Score -2.396087e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83182 members 
Mstep: Class 2 contains 88932 members 
Entering Unmasked Estep 
Score: -23961230.000000 Penalty: 5979.732422
	Iteration 27Q: 3 clusters Score -2.396123e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84583 members 
Mstep: Class 2 contains 87531 members 
Entering Unmasked Estep 
Score: -23961600.000000 Penalty: 5979.732422
	Iteration 28Q: 3 clusters Score -2.39616e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86103 members 
Mstep: Class 2 contains 86011 members 
Entering Unmasked Estep 
Score: -23961966.000000 Penalty: 5979.732422
	Iteration 29Q: 3 clusters Score -2.396197e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87694 members 
Mstep: Class 2 contains 84420 members 
Entering Unmasked Estep 
Score: -23962252.000000 Penalty: 5979.732422
	Iteration 30Q: 3 clusters Score -2.396225e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89413 members 
Mstep: Class 2 contains 82701 members 
Entering Unmasked Estep 
Score: -23962596.000000 Penalty: 5979.732422
	Iteration 31Q: 3 clusters Score -2.39626e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91347 members 
Mstep: Class 2 contains 80767 members 
Entering Unmasked Estep 
Score: -23962922.000000 Penalty: 5979.732422
	Iteration 32Q: 3 clusters Score -2.396292e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93421 members 
Mstep: Class 2 contains 78693 members 
Entering Unmasked Estep 
Score: -23963280.000000 Penalty: 5979.732422
	Iteration 33Q: 3 clusters Score -2.396328e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95657 members 
Mstep: Class 2 contains 76457 members 
Entering Unmasked Estep 
Score: -23963360.000000 Penalty: 5979.732422
	Iteration 34Q: 3 clusters Score -2.396336e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98206 members 
Mstep: Class 2 contains 73908 members 
Entering Unmasked Estep 
Score: -23963496.000000 Penalty: 5979.732422
	Iteration 35Q: 3 clusters Score -2.39635e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101036 members 
Mstep: Class 2 contains 71078 members 
Entering Unmasked Estep 
Score: -23963784.000000 Penalty: 5979.732422
	Iteration 36Q: 3 clusters Score -2.396378e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104092 members 
Mstep: Class 2 contains 68022 members 
Entering Unmasked Estep 
Score: -23964186.000000 Penalty: 5979.732422
	Iteration 37Q: 3 clusters Score -2.396419e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107349 members 
Mstep: Class 2 contains 64765 members 
Entering Unmasked Estep 
Score: -23964596.000000 Penalty: 5979.732422
	Iteration 38Q: 3 clusters Score -2.39646e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110780 members 
Mstep: Class 2 contains 61334 members 
Entering Unmasked Estep 
Score: -23965106.000000 Penalty: 5979.732422
	Iteration 39Q: 3 clusters Score -2.396511e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114369 members 
Mstep: Class 2 contains 57745 members 
Entering Unmasked Estep 
Score: -23965664.000000 Penalty: 5979.732422
	Iteration 40F: 3 clusters Score -2.396566e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118265 members 
Mstep: Class 2 contains 53849 members 
Entering Unmasked Estep 
Score: -23966326.000000 Penalty: 5979.732422
	Iteration 41Q: 3 clusters Score -2.396633e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122190 members 
Mstep: Class 2 contains 49924 members 
Entering Unmasked Estep 
Score: -23966924.000000 Penalty: 5979.732422
	Iteration 42Q: 3 clusters Score -2.396692e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126203 members 
Mstep: Class 2 contains 45911 members 
Entering Unmasked Estep 
Score: -23967832.000000 Penalty: 5979.732422
	Iteration 43Q: 3 clusters Score -2.396783e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130302 members 
Mstep: Class 2 contains 41812 members 
Entering Unmasked Estep 
Score: -23968316.000000 Penalty: 5979.732422
	Iteration 44Q: 3 clusters Score -2.396832e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134374 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
Score: -23969146.000000 Penalty: 5979.732422
	Iteration 45Q: 3 clusters Score -2.396915e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138380 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
Score: -23969962.000000 Penalty: 5979.732422
	Iteration 46Q: 3 clusters Score -2.396996e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142327 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -23971044.000000 Penalty: 5979.732422
	Iteration 47Q: 3 clusters Score -2.397104e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146034 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -23972160.000000 Penalty: 5979.732422
	Iteration 48Q: 3 clusters Score -2.397216e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149511 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -23973110.000000 Penalty: 5979.732422
	Iteration 49Q: 3 clusters Score -2.397311e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152672 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -23974040.000000 Penalty: 5979.732422
	Iteration 50Q: 3 clusters Score -2.397404e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155642 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -23974726.000000 Penalty: 5979.732422
	Iteration 51Q: 3 clusters Score -2.397473e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158302 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -23974850.000000 Penalty: 5979.732422
	Iteration 52Q: 3 clusters Score -2.397485e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160296 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -23974344.000000 Penalty: 5979.732422
	Iteration 53Q: 3 clusters Score -2.397434e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161663 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -23973962.000000 Penalty: 5979.732422
	Iteration 54Q: 3 clusters Score -2.397396e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162583 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -23973640.000000 Penalty: 5979.732422
	Iteration 55Q: 3 clusters Score -2.397364e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163203 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -23973468.000000 Penalty: 5979.732422
	Iteration 56Q: 3 clusters Score -2.397347e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163612 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -23973212.000000 Penalty: 5979.732422
	Iteration 57Q: 3 clusters Score -2.397321e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163847 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -23973148.000000 Penalty: 5979.732422
	Iteration 58Q: 3 clusters Score -2.397315e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164023 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -23973026.000000 Penalty: 5979.732422
	Iteration 59Q: 3 clusters Score -2.397303e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164125 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -23973696.000000 Penalty: 5979.732422
	Iteration 60F: 3 clusters Score -2.39737e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165755 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -23973362.000000 Penalty: 5979.732422
	Iteration 61Q: 3 clusters Score -2.397336e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166966 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -23973156.000000 Penalty: 5979.732422
	Iteration 62Q: 3 clusters Score -2.397316e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167865 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -23972898.000000 Penalty: 5979.732422
	Iteration 63Q: 3 clusters Score -2.39729e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168553 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -23972730.000000 Penalty: 5979.732422
	Iteration 64Q: 3 clusters Score -2.397273e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169054 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -23972488.000000 Penalty: 5979.732422
	Iteration 65Q: 3 clusters Score -2.397249e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169437 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -23972378.000000 Penalty: 5979.732422
	Iteration 66Q: 3 clusters Score -2.397238e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169731 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -23972158.000000 Penalty: 5979.732422
	Iteration 67Q: 3 clusters Score -2.397216e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169974 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -23972030.000000 Penalty: 5979.732422
	Iteration 68Q: 3 clusters Score -2.397203e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170156 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -23971872.000000 Penalty: 5979.732422
	Iteration 69Q: 3 clusters Score -2.397187e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170316 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -23971768.000000 Penalty: 5979.732422
	Iteration 70Q: 3 clusters Score -2.397177e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170437 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -23971610.000000 Penalty: 5979.732422
	Iteration 71Q: 3 clusters Score -2.397161e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170531 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -23971566.000000 Penalty: 5979.732422
	Iteration 72Q: 3 clusters Score -2.397157e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170612 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -23971482.000000 Penalty: 5979.732422
	Iteration 73Q: 3 clusters Score -2.397148e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170679 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -23971458.000000 Penalty: 5979.732422
	Iteration 74Q: 3 clusters Score -2.397146e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170736 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -23971436.000000 Penalty: 5979.732422
	Iteration 75Q: 3 clusters Score -2.397144e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170802 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -23971424.000000 Penalty: 5979.732422
	Iteration 76Q: 3 clusters Score -2.397142e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170864 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -23971356.000000 Penalty: 5979.732422
	Iteration 77Q: 3 clusters Score -2.397136e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170919 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -23971298.000000 Penalty: 5979.732422
	Iteration 78Q: 3 clusters Score -2.39713e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170954 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -23971320.000000 Penalty: 5979.732422
	Iteration 79Q: 3 clusters Score -2.397132e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170986 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -23971272.000000 Penalty: 5979.732422
	Iteration 80F: 3 clusters Score -2.397127e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171009 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -23971274.000000 Penalty: 5979.732422
	Iteration 81Q: 3 clusters Score -2.397127e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171033 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -23971248.000000 Penalty: 5979.732422
	Iteration 82Q: 3 clusters Score -2.397125e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171049 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -23971240.000000 Penalty: 5979.732422
	Iteration 83Q: 3 clusters Score -2.397124e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171063 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -23971242.000000 Penalty: 5979.732422
	Iteration 84Q: 3 clusters Score -2.397124e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171077 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -23971230.000000 Penalty: 5979.732422
	Iteration 85Q: 3 clusters Score -2.397123e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171086 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -23971222.000000 Penalty: 5979.732422
	Iteration 86Q: 3 clusters Score -2.397122e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171097 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -23971236.000000 Penalty: 5979.732422
	Iteration 87Q: 3 clusters Score -2.397124e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171106 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -23971240.000000 Penalty: 5979.732422
	Iteration 88Q: 3 clusters Score -2.397124e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171113 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -23971230.000000 Penalty: 5979.732422
	Iteration 89Q: 3 clusters Score -2.397123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171115 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -23971246.000000 Penalty: 5979.732422
	Iteration 90Q: 3 clusters Score -2.397125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171119 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -23971224.000000 Penalty: 5979.732422
	Iteration 91Q: 3 clusters Score -2.397122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171123 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -23971230.000000 Penalty: 5979.732422
	Iteration 92Q: 3 clusters Score -2.397123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171124 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -23971234.000000 Penalty: 5979.732422
	Iteration 93Q: 3 clusters Score -2.397123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171123 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -23971240.000000 Penalty: 5979.732422
	Iteration 94Q: 3 clusters Score -2.397124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171124 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -23971234.000000 Penalty: 5979.732422
	Iteration 95Q: 3 clusters Score -2.397123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171125 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -23971226.000000 Penalty: 5979.732422
	Iteration 96Q: 3 clusters Score -2.397123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171126 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -23971224.000000 Penalty: 5979.732422
	Iteration 97Q: 3 clusters Score -2.397122e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171126 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -23971224.000000 Penalty: 5979.732422
	Iteration 98F: 3 clusters Score -2.397122e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (177017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177017 members 
Entering Unmasked Estep 
Score: -24937776.000000 Penalty: 2996.832275
	Iteration 0F: 2 clusters Score -2.493778e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88671 members 
Mstep: Class 2 contains 88346 members 
Entering Unmasked Estep 
Score: -24829812.000000 Penalty: 5993.664551
	Iteration 0F: 3 clusters Score -2.482981e+07 nChanged 84906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92689 members 
Mstep: Class 2 contains 84328 members 
Entering Unmasked Estep 
Score: -24879848.000000 Penalty: 5993.664551
	Iteration 1F: 3 clusters Score -2.487985e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94821 members 
Mstep: Class 2 contains 82196 members 
Entering Unmasked Estep 
Score: -24881092.000000 Penalty: 5993.664551
	Iteration 2Q: 3 clusters Score -2.488109e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97772 members 
Mstep: Class 2 contains 79245 members 
Entering Unmasked Estep 
Score: -24882484.000000 Penalty: 5993.664551
	Iteration 3Q: 3 clusters Score -2.488248e+07 nChanged 7535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101713 members 
Mstep: Class 2 contains 75304 members 
Entering Unmasked Estep 
Score: -24884634.000000 Penalty: 5993.664551
	Iteration 4Q: 3 clusters Score -2.488463e+07 nChanged 8649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106478 members 
Mstep: Class 2 contains 70539 members 
Entering Unmasked Estep 
Score: -24887372.000000 Penalty: 5993.664551
	Iteration 5Q: 3 clusters Score -2.488737e+07 nChanged 9496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111786 members 
Mstep: Class 2 contains 65231 members 
Entering Unmasked Estep 
Score: -24891198.000000 Penalty: 5993.664551
	Iteration 6F: 3 clusters Score -2.48912e+07 nChanged 10127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116553 members 
Mstep: Class 2 contains 60464 members 
Entering Unmasked Estep 
Score: -24896420.000000 Penalty: 5993.664551
	Iteration 7F: 3 clusters Score -2.489642e+07 nChanged 10392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119707 members 
Mstep: Class 2 contains 57310 members 
Entering Unmasked Estep 
Score: -24902550.000000 Penalty: 5993.664551
	Iteration 8F: 3 clusters Score -2.490255e+07 nChanged 9953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120454 members 
Mstep: Class 2 contains 56563 members 
Entering Unmasked Estep 
Score: -24908674.000000 Penalty: 5993.664551
	Iteration 9F: 3 clusters Score -2.490867e+07 nChanged 8242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119448 members 
Mstep: Class 2 contains 57569 members 
Entering Unmasked Estep 
Score: -24911960.000000 Penalty: 5993.664551
	Iteration 10Q: 3 clusters Score -2.491196e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118133 members 
Mstep: Class 2 contains 58884 members 
Entering Unmasked Estep 
Score: -24913044.000000 Penalty: 5993.664551
	Iteration 11Q: 3 clusters Score -2.491304e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116794 members 
Mstep: Class 2 contains 60223 members 
Entering Unmasked Estep 
Score: -24913168.000000 Penalty: 5993.664551
	Iteration 12Q: 3 clusters Score -2.491317e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115450 members 
Mstep: Class 2 contains 61567 members 
Entering Unmasked Estep 
Score: -24913312.000000 Penalty: 5993.664551
	Iteration 13Q: 3 clusters Score -2.491331e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114152 members 
Mstep: Class 2 contains 62865 members 
Entering Unmasked Estep 
Score: -24913258.000000 Penalty: 5993.664551
	Iteration 14Q: 3 clusters Score -2.491326e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112779 members 
Mstep: Class 2 contains 64238 members 
Entering Unmasked Estep 
Score: -24913186.000000 Penalty: 5993.664551
	Iteration 15Q: 3 clusters Score -2.491319e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111334 members 
Mstep: Class 2 contains 65683 members 
Entering Unmasked Estep 
Score: -24913050.000000 Penalty: 5993.664551
	Iteration 16Q: 3 clusters Score -2.491305e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109889 members 
Mstep: Class 2 contains 67128 members 
Entering Unmasked Estep 
Score: -24913170.000000 Penalty: 5993.664551
	Iteration 17Q: 3 clusters Score -2.491317e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108467 members 
Mstep: Class 2 contains 68550 members 
Entering Unmasked Estep 
Score: -24913336.000000 Penalty: 5993.664551
	Iteration 18Q: 3 clusters Score -2.491334e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107078 members 
Mstep: Class 2 contains 69939 members 
Entering Unmasked Estep 
Score: -24913404.000000 Penalty: 5993.664551
	Iteration 19Q: 3 clusters Score -2.49134e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105661 members 
Mstep: Class 2 contains 71356 members 
Entering Unmasked Estep 
Score: -24913396.000000 Penalty: 5993.664551
	Iteration 20F: 3 clusters Score -2.49134e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104195 members 
Mstep: Class 2 contains 72822 members 
Entering Unmasked Estep 
Score: -24913484.000000 Penalty: 5993.664551
	Iteration 21Q: 3 clusters Score -2.491348e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102607 members 
Mstep: Class 2 contains 74410 members 
Entering Unmasked Estep 
Score: -24913622.000000 Penalty: 5993.664551
	Iteration 22Q: 3 clusters Score -2.491362e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101001 members 
Mstep: Class 2 contains 76016 members 
Entering Unmasked Estep 
Score: -24913646.000000 Penalty: 5993.664551
	Iteration 23Q: 3 clusters Score -2.491365e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99340 members 
Mstep: Class 2 contains 77677 members 
Entering Unmasked Estep 
Score: -24913658.000000 Penalty: 5993.664551
	Iteration 24Q: 3 clusters Score -2.491366e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97695 members 
Mstep: Class 2 contains 79322 members 
Entering Unmasked Estep 
Score: -24913804.000000 Penalty: 5993.664551
	Iteration 25Q: 3 clusters Score -2.49138e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95920 members 
Mstep: Class 2 contains 81097 members 
Entering Unmasked Estep 
Score: -24913950.000000 Penalty: 5993.664551
	Iteration 26Q: 3 clusters Score -2.491395e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94142 members 
Mstep: Class 2 contains 82875 members 
Entering Unmasked Estep 
Score: -24914072.000000 Penalty: 5993.664551
	Iteration 27Q: 3 clusters Score -2.491407e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92351 members 
Mstep: Class 2 contains 84666 members 
Entering Unmasked Estep 
Score: -24914084.000000 Penalty: 5993.664551
	Iteration 28Q: 3 clusters Score -2.491408e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90489 members 
Mstep: Class 2 contains 86528 members 
Entering Unmasked Estep 
Score: -24914314.000000 Penalty: 5993.664551
	Iteration 29Q: 3 clusters Score -2.491431e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88454 members 
Mstep: Class 2 contains 88563 members 
Entering Unmasked Estep 
Score: -24914448.000000 Penalty: 5993.664551
	Iteration 30Q: 3 clusters Score -2.491445e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86217 members 
Mstep: Class 2 contains 90800 members 
Entering Unmasked Estep 
Score: -24914606.000000 Penalty: 5993.664551
	Iteration 31Q: 3 clusters Score -2.491461e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83753 members 
Mstep: Class 2 contains 93264 members 
Entering Unmasked Estep 
Score: -24914914.000000 Penalty: 5993.664551
	Iteration 32Q: 3 clusters Score -2.491491e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81060 members 
Mstep: Class 2 contains 95957 members 
Entering Unmasked Estep 
Score: -24915146.000000 Penalty: 5993.664551
	Iteration 33Q: 3 clusters Score -2.491515e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77969 members 
Mstep: Class 2 contains 99048 members 
Entering Unmasked Estep 
Score: -24915456.000000 Penalty: 5993.664551
	Iteration 34Q: 3 clusters Score -2.491546e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74480 members 
Mstep: Class 2 contains 102537 members 
Entering Unmasked Estep 
Score: -24915744.000000 Penalty: 5993.664551
	Iteration 35Q: 3 clusters Score -2.491574e+07 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70500 members 
Mstep: Class 2 contains 106517 members 
Entering Unmasked Estep 
Score: -24916362.000000 Penalty: 5993.664551
	Iteration 36Q: 3 clusters Score -2.491636e+07 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66030 members 
Mstep: Class 2 contains 110987 members 
Entering Unmasked Estep 
Score: -24917180.000000 Penalty: 5993.664551
	Iteration 37Q: 3 clusters Score -2.491718e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61262 members 
Mstep: Class 2 contains 115755 members 
Entering Unmasked Estep 
Score: -24918148.000000 Penalty: 5993.664551
	Iteration 38Q: 3 clusters Score -2.491815e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56420 members 
Mstep: Class 2 contains 120597 members 
Entering Unmasked Estep 
Score: -24918726.000000 Penalty: 5993.664551
	Iteration 39Q: 3 clusters Score -2.491873e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51864 members 
Mstep: Class 2 contains 125153 members 
Entering Unmasked Estep 
Score: -24920226.000000 Penalty: 5993.664551
	Iteration 40F: 3 clusters Score -2.492023e+07 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46315 members 
Mstep: Class 2 contains 130702 members 
Entering Unmasked Estep 
Score: -24921646.000000 Penalty: 5993.664551
	Iteration 41Q: 3 clusters Score -2.492165e+07 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 136074 members 
Entering Unmasked Estep 
Score: -24923408.000000 Penalty: 5993.664551
	Iteration 42Q: 3 clusters Score -2.492341e+07 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 141044 members 
Entering Unmasked Estep 
Score: -24924814.000000 Penalty: 5993.664551
	Iteration 43Q: 3 clusters Score -2.492481e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 145494 members 
Entering Unmasked Estep 
Score: -24926394.000000 Penalty: 5993.664551
	Iteration 44Q: 3 clusters Score -2.492639e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 149305 members 
Entering Unmasked Estep 
Score: -24927792.000000 Penalty: 5993.664551
	Iteration 45Q: 3 clusters Score -2.492779e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 152454 members 
Entering Unmasked Estep 
Score: -24929146.000000 Penalty: 5993.664551
	Iteration 46Q: 3 clusters Score -2.492915e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 155143 members 
Entering Unmasked Estep 
Score: -24931086.000000 Penalty: 5993.664551
	Iteration 47Q: 3 clusters Score -2.493109e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 157466 members 
Entering Unmasked Estep 
Score: -24932878.000000 Penalty: 5993.664551
	Iteration 48Q: 3 clusters Score -2.493288e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 159514 members 
Entering Unmasked Estep 
Score: -24934286.000000 Penalty: 5993.664551
	Iteration 49Q: 3 clusters Score -2.493429e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 161389 members 
Entering Unmasked Estep 
Score: -24935112.000000 Penalty: 5993.664551
	Iteration 50Q: 3 clusters Score -2.493511e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 163098 members 
Entering Unmasked Estep 
Score: -24935996.000000 Penalty: 5993.664551
	Iteration 51Q: 3 clusters Score -2.4936e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 164649 members 
Entering Unmasked Estep 
Score: -24936542.000000 Penalty: 5993.664551
	Iteration 52Q: 3 clusters Score -2.493654e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 166056 members 
Entering Unmasked Estep 
Score: -24936900.000000 Penalty: 5993.664551
	Iteration 53Q: 3 clusters Score -2.49369e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 167351 members 
Entering Unmasked Estep 
Score: -24937174.000000 Penalty: 5993.664551
	Iteration 54Q: 3 clusters Score -2.493717e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 168495 members 
Entering Unmasked Estep 
Score: -24937364.000000 Penalty: 5993.664551
	Iteration 55Q: 3 clusters Score -2.493736e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 169493 members 
Entering Unmasked Estep 
Score: -24937378.000000 Penalty: 5993.664551
	Iteration 56Q: 3 clusters Score -2.493738e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 170428 members 
Entering Unmasked Estep 
Score: -24937374.000000 Penalty: 5993.664551
	Iteration 57Q: 3 clusters Score -2.493737e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 171229 members 
Entering Unmasked Estep 
Score: -24937264.000000 Penalty: 5993.664551
	Iteration 58Q: 3 clusters Score -2.493726e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 171955 members 
Entering Unmasked Estep 
Score: -24937170.000000 Penalty: 5993.664551
	Iteration 59Q: 3 clusters Score -2.493717e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 172569 members 
Entering Unmasked Estep 
Score: -24937094.000000 Penalty: 5993.664551
	Iteration 60F: 3 clusters Score -2.493709e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 173077 members 
Entering Unmasked Estep 
Score: -24937060.000000 Penalty: 5993.664551
	Iteration 61Q: 3 clusters Score -2.493706e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 173508 members 
Entering Unmasked Estep 
Score: -24936946.000000 Penalty: 5993.664551
	Iteration 62Q: 3 clusters Score -2.493695e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 173876 members 
Entering Unmasked Estep 
Score: -24936894.000000 Penalty: 5993.664551
	Iteration 63Q: 3 clusters Score -2.493689e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 174176 members 
Entering Unmasked Estep 
Score: -24936648.000000 Penalty: 5993.664551
	Iteration 64Q: 3 clusters Score -2.493665e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 174429 members 
Entering Unmasked Estep 
Score: -24936542.000000 Penalty: 5993.664551
	Iteration 65Q: 3 clusters Score -2.493654e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 174663 members 
Entering Unmasked Estep 
Score: -24936408.000000 Penalty: 5993.664551
	Iteration 66Q: 3 clusters Score -2.493641e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 174861 members 
Entering Unmasked Estep 
Score: -24936364.000000 Penalty: 5993.664551
	Iteration 67Q: 3 clusters Score -2.493636e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 175018 members 
Entering Unmasked Estep 
Score: -24936366.000000 Penalty: 5993.664551
	Iteration 68Q: 3 clusters Score -2.493637e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 175146 members 
Entering Unmasked Estep 
Score: -24936322.000000 Penalty: 5993.664551
	Iteration 69Q: 3 clusters Score -2.493632e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 175261 members 
Entering Unmasked Estep 
Score: -24936190.000000 Penalty: 5993.664551
	Iteration 70Q: 3 clusters Score -2.493619e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 175352 members 
Entering Unmasked Estep 
Score: -24936146.000000 Penalty: 5993.664551
	Iteration 71Q: 3 clusters Score -2.493615e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 175429 members 
Entering Unmasked Estep 
Score: -24936104.000000 Penalty: 5993.664551
	Iteration 72Q: 3 clusters Score -2.49361e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 175499 members 
Entering Unmasked Estep 
Score: -24936072.000000 Penalty: 5993.664551
	Iteration 73Q: 3 clusters Score -2.493607e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 175573 members 
Entering Unmasked Estep 
Score: -24936056.000000 Penalty: 5993.664551
	Iteration 74Q: 3 clusters Score -2.493606e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 175648 members 
Entering Unmasked Estep 
Score: -24936040.000000 Penalty: 5993.664551
	Iteration 75Q: 3 clusters Score -2.493604e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 175713 members 
Entering Unmasked Estep 
Score: -24936068.000000 Penalty: 5993.664551
	Iteration 76Q: 3 clusters Score -2.493607e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 175772 members 
Entering Unmasked Estep 
Score: -24936052.000000 Penalty: 5993.664551
	Iteration 77Q: 3 clusters Score -2.493605e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 175832 members 
Entering Unmasked Estep 
Score: -24936030.000000 Penalty: 5993.664551
	Iteration 78Q: 3 clusters Score -2.493603e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 175885 members 
Entering Unmasked Estep 
Score: -24936060.000000 Penalty: 5993.664551
	Iteration 79Q: 3 clusters Score -2.493606e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 175926 members 
Entering Unmasked Estep 
Score: -24936042.000000 Penalty: 5993.664551
	Iteration 80F: 3 clusters Score -2.493604e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 175962 members 
Entering Unmasked Estep 
Score: -24936036.000000 Penalty: 5993.664551
	Iteration 81Q: 3 clusters Score -2.493604e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 175993 members 
Entering Unmasked Estep 
Score: -24936004.000000 Penalty: 5993.664551
	Iteration 82Q: 3 clusters Score -2.4936e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 176011 members 
Entering Unmasked Estep 
Score: -24935990.000000 Penalty: 5993.664551
	Iteration 83Q: 3 clusters Score -2.493599e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 176028 members 
Entering Unmasked Estep 
Score: -24935972.000000 Penalty: 5993.664551
	Iteration 84Q: 3 clusters Score -2.493597e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 176043 members 
Entering Unmasked Estep 
Score: -24935988.000000 Penalty: 5993.664551
	Iteration 85Q: 3 clusters Score -2.493599e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 176054 members 
Entering Unmasked Estep 
Score: -24935986.000000 Penalty: 5993.664551
	Iteration 86Q: 3 clusters Score -2.493599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 176062 members 
Entering Unmasked Estep 
Score: -24935980.000000 Penalty: 5993.664551
	Iteration 87Q: 3 clusters Score -2.493598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 176069 members 
Entering Unmasked Estep 
Score: -24935974.000000 Penalty: 5993.664551
	Iteration 88Q: 3 clusters Score -2.493597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176074 members 
Entering Unmasked Estep 
Score: -24935974.000000 Penalty: 5993.664551
	Iteration 89Q: 3 clusters Score -2.493597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 176079 members 
Entering Unmasked Estep 
Score: -24935978.000000 Penalty: 5993.664551
	Iteration 90Q: 3 clusters Score -2.493598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 176083 members 
Entering Unmasked Estep 
Score: -24935976.000000 Penalty: 5993.664551
	Iteration 91Q: 3 clusters Score -2.493598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 176089 members 
Entering Unmasked Estep 
Score: -24935984.000000 Penalty: 5993.664551
	Iteration 92Q: 3 clusters Score -2.493598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 176094 members 
Entering Unmasked Estep 
Score: -24935976.000000 Penalty: 5993.664551
	Iteration 93Q: 3 clusters Score -2.493598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 176101 members 
Entering Unmasked Estep 
Score: -24935968.000000 Penalty: 5993.664551
	Iteration 94Q: 3 clusters Score -2.493597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 176106 members 
Entering Unmasked Estep 
Score: -24935970.000000 Penalty: 5993.664551
	Iteration 95Q: 3 clusters Score -2.493597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 176111 members 
Entering Unmasked Estep 
Score: -24935962.000000 Penalty: 5993.664551
	Iteration 96Q: 3 clusters Score -2.493596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 176115 members 
Entering Unmasked Estep 
Score: -24935968.000000 Penalty: 5993.664551
	Iteration 97Q: 3 clusters Score -2.493597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 176118 members 
Entering Unmasked Estep 
Score: -24935950.000000 Penalty: 5993.664551
	Iteration 98Q: 3 clusters Score -2.493595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 176121 members 
Entering Unmasked Estep 
Score: -24935956.000000 Penalty: 5993.664551
	Iteration 99Q: 3 clusters Score -2.493596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 176120 members 
Entering Unmasked Estep 
Score: -24935948.000000 Penalty: 5993.664551
	Iteration 100F: 3 clusters Score -2.493595e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -62858.054688 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -62858.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -61349.671875 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -61349.67 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -61793.277344 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -61793.28 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -62076.031250 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -62076.03 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -62515.660156 Penalty: 3115.076416
	Iteration 3F: 3 clusters Score -62515.66 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -62959.468750 Penalty: 3115.076416
	Iteration 4F: 3 clusters Score -62959.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -63259.515625 Penalty: 3115.076416
	Iteration 5Q: 3 clusters Score -63259.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -63396.863281 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -63396.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -63462.613281 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -63462.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -63526.691406 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -63526.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -63545.148438 Penalty: 3115.076416
	Iteration 9Q: 3 clusters Score -63545.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -63571.914062 Penalty: 3115.076416
	Iteration 10Q: 3 clusters Score -63571.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -63629.878906 Penalty: 3115.076416
	Iteration 11Q: 3 clusters Score -63629.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -63742.132812 Penalty: 3115.076416
	Iteration 12Q: 3 clusters Score -63742.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -63887.796875 Penalty: 3115.076416
	Iteration 13Q: 3 clusters Score -63887.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -63922.230469 Penalty: 3115.076416
	Iteration 14Q: 3 clusters Score -63922.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -63922.230469 Penalty: 3115.076416
	Iteration 15F: 3 clusters Score -63922.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 795 members 
Mstep: Class 4 contains 130586 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 18758 members 
Mstep: Class 9 contains 109966 members 
Mstep: Class 10 contains 1019 members 
Mstep: Class 11 contains 18050 members 
Mstep: Class 12 contains 26761 members 
Mstep: Class 13 contains 20344 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17763 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68711 members 
Mstep: Class 19 contains 8112 members 
Mstep: Class 20 contains 128399 members 
Mstep: Class 21 contains 19525 members 
Mstep: Class 22 contains 172114 members 
Mstep: Class 23 contains 177017 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
Score: -132675208.000000 Penalty: 85410.039062
Splitting cluster 24 changes total score from -132675984.000000 to -132675208.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 795 members 
Mstep: Class 4 contains 130586 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 18758 members 
Mstep: Class 9 contains 109966 members 
Mstep: Class 10 contains 1019 members 
Mstep: Class 11 contains 18050 members 
Mstep: Class 12 contains 26761 members 
Mstep: Class 13 contains 20344 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17763 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68711 members 
Mstep: Class 19 contains 8112 members 
Mstep: Class 20 contains 128399 members 
Mstep: Class 21 contains 19525 members 
Mstep: Class 22 contains 172114 members 
Mstep: Class 23 contains 177017 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676040.000000 Penalty: 81993.640625
Iteration 159Q: 25 clusters Score -1.32676e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 795 members 
Mstep: Class 4 contains 130539 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 18835 members 
Mstep: Class 9 contains 109965 members 
Mstep: Class 10 contains 1019 members 
Mstep: Class 11 contains 18052 members 
Mstep: Class 12 contains 26772 members 
Mstep: Class 13 contains 20340 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17768 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68707 members 
Mstep: Class 19 contains 8112 members 
Mstep: Class 20 contains 128391 members 
Mstep: Class 21 contains 19524 members 
Mstep: Class 22 contains 172080 members 
Mstep: Class 23 contains 177018 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675960.000000 Penalty: 81993.640625
Iteration 160F: 25 clusters Score -1.32676e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 795 members 
Mstep: Class 4 contains 130496 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 18919 members 
Mstep: Class 9 contains 109962 members 
Mstep: Class 10 contains 1019 members 
Mstep: Class 11 contains 18049 members 
Mstep: Class 12 contains 26780 members 
Mstep: Class 13 contains 20330 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17771 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68706 members 
Mstep: Class 19 contains 8111 members 
Mstep: Class 20 contains 128390 members 
Mstep: Class 21 contains 19521 members 
Mstep: Class 22 contains 172056 members 
Mstep: Class 23 contains 177021 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675968.000000 Penalty: 81993.640625
Iteration 161Q: 25 clusters Score -1.32676e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 794 members 
Mstep: Class 4 contains 130417 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 19014 members 
Mstep: Class 9 contains 109958 members 
Mstep: Class 10 contains 1019 members 
Mstep: Class 11 contains 18050 members 
Mstep: Class 12 contains 26792 members 
Mstep: Class 13 contains 20317 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17774 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68710 members 
Mstep: Class 19 contains 8109 members 
Mstep: Class 20 contains 128402 members 
Mstep: Class 21 contains 19515 members 
Mstep: Class 22 contains 172035 members 
Mstep: Class 23 contains 177026 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675728.000000 Penalty: 81993.640625
Iteration 162Q: 25 clusters Score -1.326757e+08 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33631 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 794 members 
Mstep: Class 4 contains 130354 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 19130 members 
Mstep: Class 9 contains 109957 members 
Mstep: Class 10 contains 1019 members 
Mstep: Class 11 contains 18041 members 
Mstep: Class 12 contains 26805 members 
Mstep: Class 13 contains 20305 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17772 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68706 members 
Mstep: Class 19 contains 8109 members 
Mstep: Class 20 contains 128415 members 
Mstep: Class 21 contains 19514 members 
Mstep: Class 22 contains 171990 members 
Mstep: Class 23 contains 177026 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675696.000000 Penalty: 81993.640625
Iteration 163Q: 25 clusters Score -1.326757e+08 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 794 members 
Mstep: Class 4 contains 130289 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 19245 members 
Mstep: Class 9 contains 109941 members 
Mstep: Class 10 contains 1019 members 
Mstep: Class 11 contains 18034 members 
Mstep: Class 12 contains 26819 members 
Mstep: Class 13 contains 20295 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17773 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68707 members 
Mstep: Class 19 contains 8110 members 
Mstep: Class 20 contains 128431 members 
Mstep: Class 21 contains 19512 members 
Mstep: Class 22 contains 171961 members 
Mstep: Class 23 contains 177014 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675568.000000 Penalty: 81993.640625
Iteration 164Q: 25 clusters Score -1.326756e+08 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33619 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 794 members 
Mstep: Class 4 contains 130252 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 19342 members 
Mstep: Class 9 contains 109930 members 
Mstep: Class 10 contains 1019 members 
Mstep: Class 11 contains 18038 members 
Mstep: Class 12 contains 26829 members 
Mstep: Class 13 contains 20284 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17776 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68700 members 
Mstep: Class 19 contains 8111 members 
Mstep: Class 20 contains 128452 members 
Mstep: Class 21 contains 19506 members 
Mstep: Class 22 contains 171904 members 
Mstep: Class 23 contains 177012 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675560.000000 Penalty: 81993.640625
Iteration 165Q: 25 clusters Score -1.326756e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33615 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 794 members 
Mstep: Class 4 contains 130208 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 19449 members 
Mstep: Class 9 contains 109906 members 
Mstep: Class 10 contains 1019 members 
Mstep: Class 11 contains 18047 members 
Mstep: Class 12 contains 26838 members 
Mstep: Class 13 contains 20275 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17774 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68691 members 
Mstep: Class 19 contains 8109 members 
Mstep: Class 20 contains 128468 members 
Mstep: Class 21 contains 19499 members 
Mstep: Class 22 contains 171868 members 
Mstep: Class 23 contains 177008 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675696.000000 Penalty: 81993.640625
Iteration 166Q: 25 clusters Score -1.326757e+08 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 794 members 
Mstep: Class 4 contains 130202 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 19558 members 
Mstep: Class 9 contains 109859 members 
Mstep: Class 10 contains 1019 members 
Mstep: Class 11 contains 18045 members 
Mstep: Class 12 contains 26838 members 
Mstep: Class 13 contains 20252 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1697 members 
Mstep: Class 16 contains 17775 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68677 members 
Mstep: Class 19 contains 8106 members 
Mstep: Class 20 contains 128506 members 
Mstep: Class 21 contains 19495 members 
Mstep: Class 22 contains 171822 members 
Mstep: Class 23 contains 177003 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675800.000000 Penalty: 81993.640625
Iteration 167Q: 25 clusters Score -1.326758e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 794 members 
Mstep: Class 4 contains 130169 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 19703 members 
Mstep: Class 9 contains 109823 members 
Mstep: Class 10 contains 1019 members 
Mstep: Class 11 contains 18048 members 
Mstep: Class 12 contains 26839 members 
Mstep: Class 13 contains 20231 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1697 members 
Mstep: Class 16 contains 17775 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68671 members 
Mstep: Class 19 contains 8101 members 
Mstep: Class 20 contains 128534 members 
Mstep: Class 21 contains 19486 members 
Mstep: Class 22 contains 171782 members 
Mstep: Class 23 contains 176978 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675752.000000 Penalty: 81993.640625
Iteration 168Q: 25 clusters Score -1.326758e+08 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 794 members 
Mstep: Class 4 contains 130156 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 19855 members 
Mstep: Class 9 contains 109780 members 
Mstep: Class 10 contains 1019 members 
Mstep: Class 11 contains 18051 members 
Mstep: Class 12 contains 26833 members 
Mstep: Class 13 contains 20211 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1697 members 
Mstep: Class 16 contains 17778 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68651 members 
Mstep: Class 19 contains 8102 members 
Mstep: Class 20 contains 128565 members 
Mstep: Class 21 contains 19464 members 
Mstep: Class 22 contains 171738 members 
Mstep: Class 23 contains 176964 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675760.000000 Penalty: 81993.640625
Iteration 169Q: 25 clusters Score -1.326758e+08 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 793 members 
Mstep: Class 4 contains 130113 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 20045 members 
Mstep: Class 9 contains 109753 members 
Mstep: Class 10 contains 1019 members 
Mstep: Class 11 contains 18043 members 
Mstep: Class 12 contains 26839 members 
Mstep: Class 13 contains 20188 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1697 members 
Mstep: Class 16 contains 17775 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68629 members 
Mstep: Class 19 contains 8099 members 
Mstep: Class 20 contains 128581 members 
Mstep: Class 21 contains 19451 members 
Mstep: Class 22 contains 171695 members 
Mstep: Class 23 contains 176948 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676016.000000 Penalty: 81993.640625
Iteration 170Q: 25 clusters Score -1.32676e+08 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 793 members 
Mstep: Class 4 contains 130047 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3843 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 20267 members 
Mstep: Class 9 contains 109700 members 
Mstep: Class 10 contains 1020 members 
Mstep: Class 11 contains 18034 members 
Mstep: Class 12 contains 26840 members 
Mstep: Class 13 contains 20171 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1697 members 
Mstep: Class 16 contains 17779 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68608 members 
Mstep: Class 19 contains 8097 members 
Mstep: Class 20 contains 128599 members 
Mstep: Class 21 contains 19445 members 
Mstep: Class 22 contains 171633 members 
Mstep: Class 23 contains 176950 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676200.000000 Penalty: 81993.640625
Iteration 171Q: 25 clusters Score -1.326762e+08 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 793 members 
Mstep: Class 4 contains 129989 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3842 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 20484 members 
Mstep: Class 9 contains 109661 members 
Mstep: Class 10 contains 1020 members 
Mstep: Class 11 contains 18028 members 
Mstep: Class 12 contains 26834 members 
Mstep: Class 13 contains 20153 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1697 members 
Mstep: Class 16 contains 17780 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68591 members 
Mstep: Class 19 contains 8093 members 
Mstep: Class 20 contains 128611 members 
Mstep: Class 21 contains 19438 members 
Mstep: Class 22 contains 171557 members 
Mstep: Class 23 contains 176943 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676232.000000 Penalty: 81993.640625
Iteration 172Q: 25 clusters Score -1.326762e+08 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 1371 members 
Mstep: Class 3 contains 793 members 
Mstep: Class 4 contains 129890 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3842 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 20711 members 
Mstep: Class 9 contains 109633 members 
Mstep: Class 10 contains 1020 members 
Mstep: Class 11 contains 18022 members 
Mstep: Class 12 contains 26834 members 
Mstep: Class 13 contains 20122 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1697 members 
Mstep: Class 16 contains 17785 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68584 members 
Mstep: Class 19 contains 8088 members 
Mstep: Class 20 contains 128623 members 
Mstep: Class 21 contains 19431 members 
Mstep: Class 22 contains 171501 members 
Mstep: Class 23 contains 176932 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676296.000000 Penalty: 81993.640625
Iteration 173Q: 25 clusters Score -1.326763e+08 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 1371 members 
Mstep: Class 3 contains 793 members 
Mstep: Class 4 contains 129818 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3841 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 20967 members 
Mstep: Class 9 contains 109585 members 
Mstep: Class 10 contains 1022 members 
Mstep: Class 11 contains 18013 members 
Mstep: Class 12 contains 26843 members 
Mstep: Class 13 contains 20088 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1697 members 
Mstep: Class 16 contains 17785 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68579 members 
Mstep: Class 19 contains 8086 members 
Mstep: Class 20 contains 128642 members 
Mstep: Class 21 contains 19426 members 
Mstep: Class 22 contains 171411 members 
Mstep: Class 23 contains 176907 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676456.000000 Penalty: 81993.640625
Iteration 174Q: 25 clusters Score -1.326765e+08 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 793 members 
Mstep: Class 4 contains 129755 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3841 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 21236 members 
Mstep: Class 9 contains 109535 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 18002 members 
Mstep: Class 12 contains 26856 members 
Mstep: Class 13 contains 20051 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1697 members 
Mstep: Class 16 contains 17787 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68570 members 
Mstep: Class 19 contains 8081 members 
Mstep: Class 20 contains 128644 members 
Mstep: Class 21 contains 19414 members 
Mstep: Class 22 contains 171312 members 
Mstep: Class 23 contains 176902 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676296.000000 Penalty: 81993.640625
Iteration 175Q: 25 clusters Score -1.326763e+08 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 793 members 
Mstep: Class 4 contains 129621 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3842 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 21538 members 
Mstep: Class 9 contains 109514 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 18004 members 
Mstep: Class 12 contains 26853 members 
Mstep: Class 13 contains 20021 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1697 members 
Mstep: Class 16 contains 17786 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68557 members 
Mstep: Class 19 contains 8074 members 
Mstep: Class 20 contains 128636 members 
Mstep: Class 21 contains 19412 members 
Mstep: Class 22 contains 171237 members 
Mstep: Class 23 contains 176888 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676512.000000 Penalty: 81993.640625
Iteration 176Q: 25 clusters Score -1.326765e+08 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33619 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 793 members 
Mstep: Class 4 contains 129451 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3842 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 21853 members 
Mstep: Class 9 contains 109510 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 17994 members 
Mstep: Class 12 contains 26845 members 
Mstep: Class 13 contains 19989 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1697 members 
Mstep: Class 16 contains 17789 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68556 members 
Mstep: Class 19 contains 8061 members 
Mstep: Class 20 contains 128654 members 
Mstep: Class 21 contains 19405 members 
Mstep: Class 22 contains 171155 members 
Mstep: Class 23 contains 176870 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676848.000000 Penalty: 81993.640625
Iteration 177Q: 25 clusters Score -1.326768e+08 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 793 members 
Mstep: Class 4 contains 129276 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3840 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 22194 members 
Mstep: Class 9 contains 109511 members 
Mstep: Class 10 contains 1022 members 
Mstep: Class 11 contains 17993 members 
Mstep: Class 12 contains 26825 members 
Mstep: Class 13 contains 19957 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1697 members 
Mstep: Class 16 contains 17796 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68554 members 
Mstep: Class 19 contains 8055 members 
Mstep: Class 20 contains 128670 members 
Mstep: Class 21 contains 19392 members 
Mstep: Class 22 contains 171089 members 
Mstep: Class 23 contains 176831 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132676928.000000 Penalty: 81993.640625
Iteration 178Q: 25 clusters Score -1.326769e+08 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 1376 members 
Mstep: Class 3 contains 793 members 
Mstep: Class 4 contains 129056 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3840 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 22522 members 
Mstep: Class 9 contains 109521 members 
Mstep: Class 10 contains 1021 members 
Mstep: Class 11 contains 18001 members 
Mstep: Class 12 contains 26812 members 
Mstep: Class 13 contains 19925 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1697 members 
Mstep: Class 16 contains 17797 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68558 members 
Mstep: Class 19 contains 8051 members 
Mstep: Class 20 contains 128676 members 
Mstep: Class 21 contains 19386 members 
Mstep: Class 22 contains 171021 members 
Mstep: Class 23 contains 176805 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132677160.000000 Penalty: 81993.640625
Iteration 179Q: 25 clusters Score -1.326772e+08 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33615 members 
Mstep: Class 2 contains 1377 members 
Mstep: Class 3 contains 793 members 
Mstep: Class 4 contains 128847 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3840 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 22834 members 
Mstep: Class 9 contains 109513 members 
Mstep: Class 10 contains 1020 members 
Mstep: Class 11 contains 18007 members 
Mstep: Class 12 contains 26803 members 
Mstep: Class 13 contains 19898 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1697 members 
Mstep: Class 16 contains 17804 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68558 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 128699 members 
Mstep: Class 21 contains 19384 members 
Mstep: Class 22 contains 170944 members 
Mstep: Class 23 contains 176798 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132677080.000000 Penalty: 81993.640625
Iteration 180F: 25 clusters Score -1.326771e+08 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 1377 members 
Mstep: Class 3 contains 793 members 
Mstep: Class 4 contains 128651 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3839 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 23187 members 
Mstep: Class 9 contains 109497 members 
Mstep: Class 10 contains 1020 members 
Mstep: Class 11 contains 18006 members 
Mstep: Class 12 contains 26800 members 
Mstep: Class 13 contains 19869 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1697 members 
Mstep: Class 16 contains 17808 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68557 members 
Mstep: Class 19 contains 8045 members 
Mstep: Class 20 contains 128705 members 
Mstep: Class 21 contains 19365 members 
Mstep: Class 22 contains 170854 members 
Mstep: Class 23 contains 176796 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
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Score: -132677552.000000 Penalty: 81993.640625
Iteration 181Q: 25 clusters Score -1.326776e+08 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 1378 members 
Mstep: Class 3 contains 793 members 
Mstep: Class 4 contains 128492 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3840 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 23507 members 
Mstep: Class 9 contains 109461 members 
Mstep: Class 10 contains 1020 members 
Mstep: Class 11 contains 18018 members 
Mstep: Class 12 contains 26796 members 
Mstep: Class 13 contains 19833 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1697 members 
Mstep: Class 16 contains 17809 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68569 members 
Mstep: Class 19 contains 8045 members 
Mstep: Class 20 contains 128705 members 
Mstep: Class 21 contains 19361 members 
Mstep: Class 22 contains 170735 members 
Mstep: Class 23 contains 176810 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132677576.000000 Penalty: 81993.640625
Iteration 182Q: 25 clusters Score -1.326776e+08 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 1378 members 
Mstep: Class 3 contains 793 members 
Mstep: Class 4 contains 128357 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3839 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 23831 members 
Mstep: Class 9 contains 109390 members 
Mstep: Class 10 contains 1020 members 
Mstep: Class 11 contains 18020 members 
Mstep: Class 12 contains 26784 members 
Mstep: Class 13 contains 19786 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1697 members 
Mstep: Class 16 contains 17807 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68559 members 
Mstep: Class 19 contains 8046 members 
Mstep: Class 20 contains 128717 members 
Mstep: Class 21 contains 19357 members 
Mstep: Class 22 contains 170677 members 
Mstep: Class 23 contains 176813 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
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Score: -132677648.000000 Penalty: 81993.640625
Iteration 183Q: 25 clusters Score -1.326776e+08 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 1378 members 
Mstep: Class 3 contains 793 members 
Mstep: Class 4 contains 128214 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3838 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 24242 members 
Mstep: Class 9 contains 109290 members 
Mstep: Class 10 contains 1020 members 
Mstep: Class 11 contains 18018 members 
Mstep: Class 12 contains 26774 members 
Mstep: Class 13 contains 19739 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1697 members 
Mstep: Class 16 contains 17800 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68536 members 
Mstep: Class 19 contains 8038 members 
Mstep: Class 20 contains 128737 members 
Mstep: Class 21 contains 19358 members 
Mstep: Class 22 contains 170615 members 
Mstep: Class 23 contains 176793 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132677784.000000 Penalty: 81993.640625
Iteration 184Q: 25 clusters Score -1.326778e+08 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 1378 members 
Mstep: Class 3 contains 793 members 
Mstep: Class 4 contains 128025 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3837 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 24631 members 
Mstep: Class 9 contains 109226 members 
Mstep: Class 10 contains 1020 members 
Mstep: Class 11 contains 18013 members 
Mstep: Class 12 contains 26776 members 
Mstep: Class 13 contains 19694 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1697 members 
Mstep: Class 16 contains 17796 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68506 members 
Mstep: Class 19 contains 8037 members 
Mstep: Class 20 contains 128779 members 
Mstep: Class 21 contains 19351 members 
Mstep: Class 22 contains 170567 members 
Mstep: Class 23 contains 176754 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132677872.000000 Penalty: 81993.640625
Iteration 185Q: 25 clusters Score -1.326779e+08 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 1378 members 
Mstep: Class 3 contains 793 members 
Mstep: Class 4 contains 127852 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3837 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 24985 members 
Mstep: Class 9 contains 109114 members 
Mstep: Class 10 contains 1020 members 
Mstep: Class 11 contains 18010 members 
Mstep: Class 12 contains 26781 members 
Mstep: Class 13 contains 19639 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17797 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68470 members 
Mstep: Class 19 contains 8029 members 
Mstep: Class 20 contains 128837 members 
Mstep: Class 21 contains 19337 members 
Mstep: Class 22 contains 170580 members 
Mstep: Class 23 contains 176730 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132678088.000000 Penalty: 81993.640625
Iteration 186Q: 25 clusters Score -1.326781e+08 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33574 members 
Mstep: Class 2 contains 1378 members 
Mstep: Class 3 contains 793 members 
Mstep: Class 4 contains 127720 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3837 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 25351 members 
Mstep: Class 9 contains 109022 members 
Mstep: Class 10 contains 1020 members 
Mstep: Class 11 contains 18004 members 
Mstep: Class 12 contains 26783 members 
Mstep: Class 13 contains 19576 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17796 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68439 members 
Mstep: Class 19 contains 8023 members 
Mstep: Class 20 contains 128889 members 
Mstep: Class 21 contains 19324 members 
Mstep: Class 22 contains 170540 members 
Mstep: Class 23 contains 176714 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132678136.000000 Penalty: 81993.640625
Iteration 187Q: 25 clusters Score -1.326781e+08 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33574 members 
Mstep: Class 2 contains 1378 members 
Mstep: Class 3 contains 795 members 
Mstep: Class 4 contains 127631 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3837 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 25748 members 
Mstep: Class 9 contains 108884 members 
Mstep: Class 10 contains 1020 members 
Mstep: Class 11 contains 18000 members 
Mstep: Class 12 contains 26792 members 
Mstep: Class 13 contains 19525 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17798 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68407 members 
Mstep: Class 19 contains 8011 members 
Mstep: Class 20 contains 128930 members 
Mstep: Class 21 contains 19313 members 
Mstep: Class 22 contains 170454 members 
Mstep: Class 23 contains 176686 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132678408.000000 Penalty: 81993.640625
Iteration 188Q: 25 clusters Score -1.326784e+08 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 1378 members 
Mstep: Class 3 contains 795 members 
Mstep: Class 4 contains 127685 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3837 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 26123 members 
Mstep: Class 9 contains 108718 members 
Mstep: Class 10 contains 1020 members 
Mstep: Class 11 contains 17996 members 
Mstep: Class 12 contains 26797 members 
Mstep: Class 13 contains 19477 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17804 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68354 members 
Mstep: Class 19 contains 7999 members 
Mstep: Class 20 contains 128965 members 
Mstep: Class 21 contains 19292 members 
Mstep: Class 22 contains 170318 members 
Mstep: Class 23 contains 176652 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132678464.000000 Penalty: 81993.640625
Iteration 189Q: 25 clusters Score -1.326785e+08 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 1378 members 
Mstep: Class 3 contains 795 members 
Mstep: Class 4 contains 127710 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3837 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 26493 members 
Mstep: Class 9 contains 108539 members 
Mstep: Class 10 contains 1021 members 
Mstep: Class 11 contains 17983 members 
Mstep: Class 12 contains 26788 members 
Mstep: Class 13 contains 19430 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17803 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68327 members 
Mstep: Class 19 contains 7991 members 
Mstep: Class 20 contains 128991 members 
Mstep: Class 21 contains 19270 members 
Mstep: Class 22 contains 170216 members 
Mstep: Class 23 contains 176636 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132678616.000000 Penalty: 81993.640625
Iteration 190Q: 25 clusters Score -1.326786e+08 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 1378 members 
Mstep: Class 3 contains 795 members 
Mstep: Class 4 contains 127795 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3837 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 26885 members 
Mstep: Class 9 contains 108358 members 
Mstep: Class 10 contains 1021 members 
Mstep: Class 11 contains 17961 members 
Mstep: Class 12 contains 26789 members 
Mstep: Class 13 contains 19377 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17805 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68306 members 
Mstep: Class 19 contains 7975 members 
Mstep: Class 20 contains 129002 members 
Mstep: Class 21 contains 19248 members 
Mstep: Class 22 contains 170075 members 
Mstep: Class 23 contains 176595 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132678952.000000 Penalty: 81993.640625
Iteration 191Q: 25 clusters Score -1.32679e+08 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 1378 members 
Mstep: Class 3 contains 795 members 
Mstep: Class 4 contains 127762 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3837 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 27287 members 
Mstep: Class 9 contains 108163 members 
Mstep: Class 10 contains 1021 members 
Mstep: Class 11 contains 17945 members 
Mstep: Class 12 contains 26778 members 
Mstep: Class 13 contains 19330 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17796 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68262 members 
Mstep: Class 19 contains 7963 members 
Mstep: Class 20 contains 129019 members 
Mstep: Class 21 contains 19227 members 
Mstep: Class 22 contains 170039 members 
Mstep: Class 23 contains 176598 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132679088.000000 Penalty: 81993.640625
Iteration 192Q: 25 clusters Score -1.326791e+08 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 1378 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 127738 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3837 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 27700 members 
Mstep: Class 9 contains 107983 members 
Mstep: Class 10 contains 1022 members 
Mstep: Class 11 contains 17939 members 
Mstep: Class 12 contains 26773 members 
Mstep: Class 13 contains 19285 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17789 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68218 members 
Mstep: Class 19 contains 7946 members 
Mstep: Class 20 contains 129057 members 
Mstep: Class 21 contains 19210 members 
Mstep: Class 22 contains 169979 members 
Mstep: Class 23 contains 176566 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132679416.000000 Penalty: 81993.640625
Iteration 193Q: 25 clusters Score -1.326794e+08 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 1378 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 127761 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3838 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 28084 members 
Mstep: Class 9 contains 107798 members 
Mstep: Class 10 contains 1024 members 
Mstep: Class 11 contains 17941 members 
Mstep: Class 12 contains 26766 members 
Mstep: Class 13 contains 19219 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17788 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68181 members 
Mstep: Class 19 contains 7935 members 
Mstep: Class 20 contains 129093 members 
Mstep: Class 21 contains 19216 members 
Mstep: Class 22 contains 169882 members 
Mstep: Class 23 contains 176521 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132679480.000000 Penalty: 81993.640625
Iteration 194Q: 25 clusters Score -1.326795e+08 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 1378 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 127748 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3838 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 28460 members 
Mstep: Class 9 contains 107616 members 
Mstep: Class 10 contains 1025 members 
Mstep: Class 11 contains 17963 members 
Mstep: Class 12 contains 26780 members 
Mstep: Class 13 contains 19154 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17786 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68150 members 
Mstep: Class 19 contains 7927 members 
Mstep: Class 20 contains 129109 members 
Mstep: Class 21 contains 19213 members 
Mstep: Class 22 contains 169779 members 
Mstep: Class 23 contains 176509 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132679656.000000 Penalty: 81993.640625
Iteration 195Q: 25 clusters Score -1.326797e+08 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 1378 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 127787 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3838 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 28852 members 
Mstep: Class 9 contains 107372 members 
Mstep: Class 10 contains 1025 members 
Mstep: Class 11 contains 17977 members 
Mstep: Class 12 contains 26790 members 
Mstep: Class 13 contains 19102 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17783 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68123 members 
Mstep: Class 19 contains 7915 members 
Mstep: Class 20 contains 129121 members 
Mstep: Class 21 contains 19202 members 
Mstep: Class 22 contains 169665 members 
Mstep: Class 23 contains 176507 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132679984.000000 Penalty: 81993.640625
Iteration 196Q: 25 clusters Score -1.3268e+08 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 1379 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 127922 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3837 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 29233 members 
Mstep: Class 9 contains 107100 members 
Mstep: Class 10 contains 1025 members 
Mstep: Class 11 contains 17985 members 
Mstep: Class 12 contains 26795 members 
Mstep: Class 13 contains 19049 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17781 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68091 members 
Mstep: Class 19 contains 7900 members 
Mstep: Class 20 contains 129113 members 
Mstep: Class 21 contains 19177 members 
Mstep: Class 22 contains 169557 members 
Mstep: Class 23 contains 176497 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132680072.000000 Penalty: 81993.640625
Iteration 197Q: 25 clusters Score -1.326801e+08 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33532 members 
Mstep: Class 2 contains 1379 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 128079 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3837 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 29592 members 
Mstep: Class 9 contains 106787 members 
Mstep: Class 10 contains 1025 members 
Mstep: Class 11 contains 17997 members 
Mstep: Class 12 contains 26810 members 
Mstep: Class 13 contains 19004 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17775 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68057 members 
Mstep: Class 19 contains 7882 members 
Mstep: Class 20 contains 129114 members 
Mstep: Class 21 contains 19164 members 
Mstep: Class 22 contains 169456 members 
Mstep: Class 23 contains 176497 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132680376.000000 Penalty: 81993.640625
Iteration 198Q: 25 clusters Score -1.326804e+08 nChanged 2237
Entering ConstructFrom: 
Score: -132680376.000000 Penalty: 81993.640625
Entering ConstructFrom: 
Trying to split cluster 1 (33525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Entering Unmasked Estep 
Score: -4751536.500000 Penalty: 2584.171631
	Iteration 0F: 2 clusters Score -4751536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -4728745.000000 Penalty: 5168.343262
	Iteration 0F: 3 clusters Score -4728745 nChanged 15168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -4736925.000000 Penalty: 5168.343262
	Iteration 1F: 3 clusters Score -4736925 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -4737605.500000 Penalty: 5168.343262
	Iteration 2Q: 3 clusters Score -4737606 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -4738448.500000 Penalty: 5168.343262
	Iteration 3Q: 3 clusters Score -4738448 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -4739476.000000 Penalty: 5168.343262
	Iteration 4F: 3 clusters Score -4739476 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -4740655.000000 Penalty: 5168.343262
	Iteration 5F: 3 clusters Score -4740655 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -4741970.500000 Penalty: 5168.343262
	Iteration 6F: 3 clusters Score -4741970 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -4743413.500000 Penalty: 5168.343262
	Iteration 7F: 3 clusters Score -4743414 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -4744922.500000 Penalty: 5168.343262
	Iteration 8F: 3 clusters Score -4744922 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -4746214.000000 Penalty: 5168.343262
	Iteration 9F: 3 clusters Score -4746214 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -4747293.000000 Penalty: 5168.343262
	Iteration 10Q: 3 clusters Score -4747293 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -4748137.000000 Penalty: 5168.343262
	Iteration 11Q: 3 clusters Score -4748137 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -4748771.000000 Penalty: 5168.343262
	Iteration 12Q: 3 clusters Score -4748771 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -4749277.000000 Penalty: 5168.343262
	Iteration 13Q: 3 clusters Score -4749277 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -4749694.000000 Penalty: 5168.343262
	Iteration 14Q: 3 clusters Score -4749694 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -4749993.000000 Penalty: 5168.343262
	Iteration 15Q: 3 clusters Score -4749993 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -4750171.500000 Penalty: 5168.343262
	Iteration 16Q: 3 clusters Score -4750172 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -4750311.000000 Penalty: 5168.343262
	Iteration 17Q: 3 clusters Score -4750311 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 32027 members 
Entering Unmasked Estep 
Score: -4750398.000000 Penalty: 5168.343262
	Iteration 18Q: 3 clusters Score -4750398 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -4750454.500000 Penalty: 5168.343262
	Iteration 19Q: 3 clusters Score -4750454 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -4750492.000000 Penalty: 5168.343262
	Iteration 20F: 3 clusters Score -4750492 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -4750510.500000 Penalty: 5168.343262
	Iteration 21Q: 3 clusters Score -4750510 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -4750524.500000 Penalty: 5168.343262
	Iteration 22Q: 3 clusters Score -4750524 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -4750530.000000 Penalty: 5168.343262
	Iteration 23Q: 3 clusters Score -4750530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -4750543.500000 Penalty: 5168.343262
	Iteration 24Q: 3 clusters Score -4750544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -4750550.000000 Penalty: 5168.343262
	Iteration 25Q: 3 clusters Score -4750550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -4750555.500000 Penalty: 5168.343262
	Iteration 26Q: 3 clusters Score -4750556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -4750556.000000 Penalty: 5168.343262
	Iteration 27Q: 3 clusters Score -4750556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -4750559.000000 Penalty: 5168.343262
	Iteration 28Q: 3 clusters Score -4750559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 32390 members 
Entering Unmasked Estep 
Score: -4750563.500000 Penalty: 5168.343262
	Iteration 29Q: 3 clusters Score -4750564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 32393 members 
Entering Unmasked Estep 
Score: -4750561.500000 Penalty: 5168.343262
	Iteration 30Q: 3 clusters Score -4750562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -4750560.000000 Penalty: 5168.343262
	Iteration 31Q: 3 clusters Score -4750560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -4750564.500000 Penalty: 5168.343262
	Iteration 32Q: 3 clusters Score -4750564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -4750563.500000 Penalty: 5168.343262
	Iteration 33Q: 3 clusters Score -4750564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -4750562.500000 Penalty: 5168.343262
	Iteration 34Q: 3 clusters Score -4750562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -4750563.000000 Penalty: 5168.343262
	Iteration 35Q: 3 clusters Score -4750563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -4750560.000000 Penalty: 5168.343262
	Iteration 36Q: 3 clusters Score -4750560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -4750564.500000 Penalty: 5168.343262
	Iteration 37Q: 3 clusters Score -4750564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -4750565.000000 Penalty: 5168.343262
	Iteration 38Q: 3 clusters Score -4750565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -4750565.000000 Penalty: 5168.343262
	Iteration 39F: 3 clusters Score -4750565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -187185.312500 Penalty: 1792.820312
	Iteration 0F: 2 clusters Score -187185.3 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 658 members 
Entering Unmasked Estep 
Score: -184967.343750 Penalty: 3585.640625
	Iteration 0F: 3 clusters Score -184967.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -185288.734375 Penalty: 3585.640625
	Iteration 1F: 3 clusters Score -185288.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -185395.781250 Penalty: 3585.640625
	Iteration 2F: 3 clusters Score -185395.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -185452.625000 Penalty: 3585.640625
	Iteration 3Q: 3 clusters Score -185452.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -185490.578125 Penalty: 3585.640625
	Iteration 4Q: 3 clusters Score -185490.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -185514.171875 Penalty: 3585.640625
	Iteration 5Q: 3 clusters Score -185514.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -185540.265625 Penalty: 3585.640625
	Iteration 6Q: 3 clusters Score -185540.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -185561.875000 Penalty: 3585.640625
	Iteration 7Q: 3 clusters Score -185561.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -185586.625000 Penalty: 3585.640625
	Iteration 8Q: 3 clusters Score -185586.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -185608.437500 Penalty: 3585.640625
	Iteration 9Q: 3 clusters Score -185608.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -185619.296875 Penalty: 3585.640625
	Iteration 10Q: 3 clusters Score -185619.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -185626.609375 Penalty: 3585.640625
	Iteration 11Q: 3 clusters Score -185626.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -185634.312500 Penalty: 3585.640625
	Iteration 12Q: 3 clusters Score -185634.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -185646.906250 Penalty: 3585.640625
	Iteration 13Q: 3 clusters Score -185646.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -185665.203125 Penalty: 3585.640625
	Iteration 14Q: 3 clusters Score -185665.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -185687.656250 Penalty: 3585.640625
	Iteration 15Q: 3 clusters Score -185687.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -185710.984375 Penalty: 3585.640625
	Iteration 16Q: 3 clusters Score -185711 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -185737.468750 Penalty: 3585.640625
	Iteration 17Q: 3 clusters Score -185737.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -185770.890625 Penalty: 3585.640625
	Iteration 18Q: 3 clusters Score -185770.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -185812.265625 Penalty: 3585.640625
	Iteration 19Q: 3 clusters Score -185812.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -185832.859375 Penalty: 3585.640625
	Iteration 20F: 3 clusters Score -185832.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -185856.421875 Penalty: 3585.640625
	Iteration 21Q: 3 clusters Score -185856.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -185901.890625 Penalty: 3585.640625
	Iteration 22Q: 3 clusters Score -185901.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -185957.031250 Penalty: 3585.640625
	Iteration 23Q: 3 clusters Score -185957 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -186007.218750 Penalty: 3585.640625
	Iteration 24Q: 3 clusters Score -186007.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -186077.828125 Penalty: 3585.640625
	Iteration 25Q: 3 clusters Score -186077.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -186171.609375 Penalty: 3585.640625
	Iteration 26Q: 3 clusters Score -186171.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -186348.953125 Penalty: 3585.640625
	Iteration 27Q: 3 clusters Score -186349 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -186842.218750 Penalty: 3585.640625
	Iteration 28Q: 3 clusters Score -186842.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -187575.859375 Penalty: 3585.640625
	Iteration 29Q: 3 clusters Score -187575.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -187806.531250 Penalty: 3585.640625
	Iteration 30Q: 3 clusters Score -187806.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -188139.218750 Penalty: 3585.640625
	Iteration 31Q: 3 clusters Score -188139.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -188311.984375 Penalty: 3585.640625
	Iteration 32Q: 3 clusters Score -188312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -188311.984375 Penalty: 3585.640625
	Iteration 33F: 3 clusters Score -188312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 128284 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3837 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 29997 members 
Mstep: Class 9 contains 106462 members 
Mstep: Class 10 contains 1024 members 
Mstep: Class 11 contains 18004 members 
Mstep: Class 12 contains 26808 members 
Mstep: Class 13 contains 18946 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17768 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68017 members 
Mstep: Class 19 contains 7871 members 
Mstep: Class 20 contains 129109 members 
Mstep: Class 21 contains 19153 members 
Mstep: Class 22 contains 169342 members 
Mstep: Class 23 contains 176461 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 788 members 
Entering Unmasked Estep 
Score: -132680136.000000 Penalty: 85410.039062
Splitting cluster 2 changes total score from -132680376.000000 to -132680136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Entering Unmasked Estep 
Score: -100747.429688 Penalty: 1656.540649
	Iteration 0F: 2 clusters Score -100747.4 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 392 members 
Entering Unmasked Estep 
Score: -99116.859375 Penalty: 3313.081299
	Iteration 0F: 3 clusters Score -99116.86 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -99578.101562 Penalty: 3313.081299
	Iteration 1F: 3 clusters Score -99578.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -99815.164062 Penalty: 3313.081299
	Iteration 2F: 3 clusters Score -99815.16 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -100000.203125 Penalty: 3313.081299
	Iteration 3F: 3 clusters Score -100000.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -100113.960938 Penalty: 3313.081299
	Iteration 4Q: 3 clusters Score -100114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -100259.710938 Penalty: 3313.081299
	Iteration 5Q: 3 clusters Score -100259.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -100372.765625 Penalty: 3313.081299
	Iteration 6Q: 3 clusters Score -100372.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -100418.539062 Penalty: 3313.081299
	Iteration 7Q: 3 clusters Score -100418.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -100437.179688 Penalty: 3313.081299
	Iteration 8Q: 3 clusters Score -100437.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -100454.968750 Penalty: 3313.081299
	Iteration 9Q: 3 clusters Score -100455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -100471.671875 Penalty: 3313.081299
	Iteration 10Q: 3 clusters Score -100471.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -100482.117188 Penalty: 3313.081299
	Iteration 11Q: 3 clusters Score -100482.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -100486.359375 Penalty: 3313.081299
	Iteration 12Q: 3 clusters Score -100486.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -100492.101562 Penalty: 3313.081299
	Iteration 13Q: 3 clusters Score -100492.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -100494.820312 Penalty: 3313.081299
	Iteration 14Q: 3 clusters Score -100494.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -100501.039062 Penalty: 3313.081299
	Iteration 15Q: 3 clusters Score -100501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -100507.046875 Penalty: 3313.081299
	Iteration 16Q: 3 clusters Score -100507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -100510.109375 Penalty: 3313.081299
	Iteration 17Q: 3 clusters Score -100510.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -100512.726562 Penalty: 3313.081299
	Iteration 18Q: 3 clusters Score -100512.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -100514.312500 Penalty: 3313.081299
	Iteration 19Q: 3 clusters Score -100514.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -100520.265625 Penalty: 3313.081299
	Iteration 20F: 3 clusters Score -100520.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -100524.765625 Penalty: 3313.081299
	Iteration 21Q: 3 clusters Score -100524.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -100530.546875 Penalty: 3313.081299
	Iteration 22Q: 3 clusters Score -100530.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -100540.218750 Penalty: 3313.081299
	Iteration 23Q: 3 clusters Score -100540.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -100542.757812 Penalty: 3313.081299
	Iteration 24Q: 3 clusters Score -100542.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -100546.492188 Penalty: 3313.081299
	Iteration 25Q: 3 clusters Score -100546.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -100548.601562 Penalty: 3313.081299
	Iteration 26Q: 3 clusters Score -100548.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -100550.804688 Penalty: 3313.081299
	Iteration 27Q: 3 clusters Score -100550.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -100552.617188 Penalty: 3313.081299
	Iteration 28Q: 3 clusters Score -100552.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -100552.617188 Penalty: 3313.081299
	Iteration 29F: 3 clusters Score -100552.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (128284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128284 members 
Entering Unmasked Estep 
Score: -17952288.000000 Penalty: 2916.976562
	Iteration 0F: 2 clusters Score -1.795229e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64417 members 
Mstep: Class 2 contains 63867 members 
Entering Unmasked Estep 
Score: -17869002.000000 Penalty: 5833.953125
	Iteration 0F: 3 clusters Score -1.7869e+07 nChanged 61060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67729 members 
Mstep: Class 2 contains 60555 members 
Entering Unmasked Estep 
Score: -17904326.000000 Penalty: 5833.953125
	Iteration 1F: 3 clusters Score -1.790433e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69949 members 
Mstep: Class 2 contains 58335 members 
Entering Unmasked Estep 
Score: -17905544.000000 Penalty: 5833.953125
	Iteration 2Q: 3 clusters Score -1.790554e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73357 members 
Mstep: Class 2 contains 54927 members 
Entering Unmasked Estep 
Score: -17907354.000000 Penalty: 5833.953125
	Iteration 3Q: 3 clusters Score -1.790735e+07 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78389 members 
Mstep: Class 2 contains 49895 members 
Entering Unmasked Estep 
Score: -17910180.000000 Penalty: 5833.953125
	Iteration 4Q: 3 clusters Score -1.791018e+07 nChanged 7395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85438 members 
Mstep: Class 2 contains 42846 members 
Entering Unmasked Estep 
Score: -17914758.000000 Penalty: 5833.953125
	Iteration 5F: 3 clusters Score -1.791476e+07 nChanged 9311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94609 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -17921876.000000 Penalty: 5833.953125
	Iteration 6F: 3 clusters Score -1.792188e+07 nChanged 9966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104493 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -17930182.000000 Penalty: 5833.953125
	Iteration 7F: 3 clusters Score -1.793018e+07 nChanged 8827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113264 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -17937724.000000 Penalty: 5833.953125
	Iteration 8F: 3 clusters Score -1.793772e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119574 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -17943010.000000 Penalty: 5833.953125
	Iteration 9Q: 3 clusters Score -1.794301e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123303 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -17946130.000000 Penalty: 5833.953125
	Iteration 10Q: 3 clusters Score -1.794613e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125266 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -17947726.000000 Penalty: 5833.953125
	Iteration 11Q: 3 clusters Score -1.794773e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126253 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -17948624.000000 Penalty: 5833.953125
	Iteration 12Q: 3 clusters Score -1.794862e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126760 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -17949094.000000 Penalty: 5833.953125
	Iteration 13Q: 3 clusters Score -1.794909e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127049 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -17949316.000000 Penalty: 5833.953125
	Iteration 14Q: 3 clusters Score -1.794932e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127208 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -17949420.000000 Penalty: 5833.953125
	Iteration 15Q: 3 clusters Score -1.794942e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127304 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -17949514.000000 Penalty: 5833.953125
	Iteration 16Q: 3 clusters Score -1.794951e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127389 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -17949582.000000 Penalty: 5833.953125
	Iteration 17Q: 3 clusters Score -1.794958e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127440 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -17949608.000000 Penalty: 5833.953125
	Iteration 18Q: 3 clusters Score -1.794961e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127470 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -17949652.000000 Penalty: 5833.953125
	Iteration 19Q: 3 clusters Score -1.794965e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127497 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -17949690.000000 Penalty: 5833.953125
	Iteration 20F: 3 clusters Score -1.794969e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127519 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -17949722.000000 Penalty: 5833.953125
	Iteration 21Q: 3 clusters Score -1.794972e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127531 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -17949724.000000 Penalty: 5833.953125
	Iteration 22Q: 3 clusters Score -1.794972e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127545 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -17949736.000000 Penalty: 5833.953125
	Iteration 23Q: 3 clusters Score -1.794974e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127552 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -17949722.000000 Penalty: 5833.953125
	Iteration 24Q: 3 clusters Score -1.794972e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127554 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -17949742.000000 Penalty: 5833.953125
	Iteration 25Q: 3 clusters Score -1.794974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127556 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -17949742.000000 Penalty: 5833.953125
	Iteration 26Q: 3 clusters Score -1.794974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127560 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -17949738.000000 Penalty: 5833.953125
	Iteration 27Q: 3 clusters Score -1.794974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127560 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -17949736.000000 Penalty: 5833.953125
	Iteration 28Q: 3 clusters Score -1.794974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127558 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -17949740.000000 Penalty: 5833.953125
	Iteration 29Q: 3 clusters Score -1.794974e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127559 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -17949748.000000 Penalty: 5833.953125
	Iteration 30Q: 3 clusters Score -1.794975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127558 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -17949748.000000 Penalty: 5833.953125
	Iteration 31Q: 3 clusters Score -1.794975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127559 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -17949748.000000 Penalty: 5833.953125
	Iteration 32Q: 3 clusters Score -1.794975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127556 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -17949734.000000 Penalty: 5833.953125
	Iteration 33Q: 3 clusters Score -1.794973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127558 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -17949730.000000 Penalty: 5833.953125
	Iteration 34Q: 3 clusters Score -1.794973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127558 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -17949728.000000 Penalty: 5833.953125
	Iteration 35Q: 3 clusters Score -1.794973e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127559 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -17949726.000000 Penalty: 5833.953125
	Iteration 36Q: 3 clusters Score -1.794973e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127559 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -17949726.000000 Penalty: 5833.953125
	Iteration 37F: 3 clusters Score -1.794973e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Entering Unmasked Estep 
Score: -90747.757812 Penalty: 1659.944214
	Iteration 0F: 2 clusters Score -90747.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -89150.117188 Penalty: 3319.888428
	Iteration 0F: 3 clusters Score -89150.12 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -89590.835938 Penalty: 3319.888428
	Iteration 1F: 3 clusters Score -89590.84 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -89772.625000 Penalty: 3319.888428
	Iteration 2F: 3 clusters Score -89772.62 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -89892.945312 Penalty: 3319.888428
	Iteration 3Q: 3 clusters Score -89892.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -89963.585938 Penalty: 3319.888428
	Iteration 4Q: 3 clusters Score -89963.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -90059.484375 Penalty: 3319.888428
	Iteration 5Q: 3 clusters Score -90059.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -90166.406250 Penalty: 3319.888428
	Iteration 6Q: 3 clusters Score -90166.41 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -90296.835938 Penalty: 3319.888428
	Iteration 7Q: 3 clusters Score -90296.84 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -90656.085938 Penalty: 3319.888428
	Iteration 8Q: 3 clusters Score -90656.09 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -91011.125000 Penalty: 3319.888428
	Iteration 9F: 3 clusters Score -91011.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -91065.648438 Penalty: 3319.888428
	Iteration 10Q: 3 clusters Score -91065.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -91238.343750 Penalty: 3319.888428
	Iteration 11Q: 3 clusters Score -91238.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -91532.093750 Penalty: 3319.888428
	Iteration 12Q: 3 clusters Score -91532.09 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -91723.093750 Penalty: 3319.888428
	Iteration 13Q: 3 clusters Score -91723.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -91917.359375 Penalty: 3319.888428
	Iteration 14Q: 3 clusters Score -91917.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -92011.375000 Penalty: 3319.888428
	Iteration 15Q: 3 clusters Score -92011.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -92060.929688 Penalty: 3319.888428
	Iteration 16Q: 3 clusters Score -92060.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -92084.070312 Penalty: 3319.888428
	Iteration 17Q: 3 clusters Score -92084.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -92087.335938 Penalty: 3319.888428
	Iteration 18Q: 3 clusters Score -92087.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -92087.335938 Penalty: 3319.888428
	Iteration 19F: 3 clusters Score -92087.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 1379 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 128284 members 
Mstep: Class 5 contains 432 members 
Mstep: Class 6 contains 3837 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 29997 members 
Mstep: Class 9 contains 106462 members 
Mstep: Class 10 contains 1024 members 
Mstep: Class 11 contains 18004 members 
Mstep: Class 12 contains 26808 members 
Mstep: Class 13 contains 18946 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17768 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68017 members 
Mstep: Class 19 contains 7871 members 
Mstep: Class 20 contains 129109 members 
Mstep: Class 21 contains 19153 members 
Mstep: Class 22 contains 169342 members 
Mstep: Class 23 contains 176461 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 375 members 
Entering Unmasked Estep 
Score: -132680312.000000 Penalty: 85410.039062
Splitting cluster 5 changes total score from -132680376.000000 to -132680312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (3837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Entering Unmasked Estep 
Score: -528761.750000 Penalty: 2046.606689
	Iteration 0F: 2 clusters Score -528761.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -524960.875000 Penalty: 4093.213379
	Iteration 0F: 3 clusters Score -524960.9 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -525828.000000 Penalty: 4093.213379
	Iteration 1F: 3 clusters Score -525828 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -526016.062500 Penalty: 4093.213379
	Iteration 2F: 3 clusters Score -526016.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -526123.375000 Penalty: 4093.213379
	Iteration 3Q: 3 clusters Score -526123.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -526196.062500 Penalty: 4093.213379
	Iteration 4Q: 3 clusters Score -526196.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -526261.312500 Penalty: 4093.213379
	Iteration 5Q: 3 clusters Score -526261.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -526308.937500 Penalty: 4093.213379
	Iteration 6Q: 3 clusters Score -526308.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -526356.250000 Penalty: 4093.213379
	Iteration 7Q: 3 clusters Score -526356.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -526392.562500 Penalty: 4093.213379
	Iteration 8Q: 3 clusters Score -526392.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -526427.562500 Penalty: 4093.213379
	Iteration 9Q: 3 clusters Score -526427.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -526475.250000 Penalty: 4093.213379
	Iteration 10Q: 3 clusters Score -526475.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -526509.875000 Penalty: 4093.213379
	Iteration 11Q: 3 clusters Score -526509.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -526549.375000 Penalty: 4093.213379
	Iteration 12Q: 3 clusters Score -526549.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -526592.562500 Penalty: 4093.213379
	Iteration 13Q: 3 clusters Score -526592.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -526631.187500 Penalty: 4093.213379
	Iteration 14Q: 3 clusters Score -526631.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -526665.687500 Penalty: 4093.213379
	Iteration 15Q: 3 clusters Score -526665.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -526695.812500 Penalty: 4093.213379
	Iteration 16Q: 3 clusters Score -526695.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -526724.750000 Penalty: 4093.213379
	Iteration 17Q: 3 clusters Score -526724.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -526750.562500 Penalty: 4093.213379
	Iteration 18Q: 3 clusters Score -526750.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -526771.625000 Penalty: 4093.213379
	Iteration 19Q: 3 clusters Score -526771.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -526785.875000 Penalty: 4093.213379
	Iteration 20F: 3 clusters Score -526785.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -526805.312500 Penalty: 4093.213379
	Iteration 21Q: 3 clusters Score -526805.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -526827.312500 Penalty: 4093.213379
	Iteration 22Q: 3 clusters Score -526827.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -526841.250000 Penalty: 4093.213379
	Iteration 23Q: 3 clusters Score -526841.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -526854.000000 Penalty: 4093.213379
	Iteration 24Q: 3 clusters Score -526854 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -526863.187500 Penalty: 4093.213379
	Iteration 25Q: 3 clusters Score -526863.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -526875.312500 Penalty: 4093.213379
	Iteration 26Q: 3 clusters Score -526875.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -526890.562500 Penalty: 4093.213379
	Iteration 27Q: 3 clusters Score -526890.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -526906.687500 Penalty: 4093.213379
	Iteration 28Q: 3 clusters Score -526906.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -526916.625000 Penalty: 4093.213379
	Iteration 29Q: 3 clusters Score -526916.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -526924.562500 Penalty: 4093.213379
	Iteration 30Q: 3 clusters Score -526924.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -526935.500000 Penalty: 4093.213379
	Iteration 31Q: 3 clusters Score -526935.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -526948.375000 Penalty: 4093.213379
	Iteration 32Q: 3 clusters Score -526948.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -526959.187500 Penalty: 4093.213379
	Iteration 33Q: 3 clusters Score -526959.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -526970.500000 Penalty: 4093.213379
	Iteration 34Q: 3 clusters Score -526970.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -526980.125000 Penalty: 4093.213379
	Iteration 35Q: 3 clusters Score -526980.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -526996.312500 Penalty: 4093.213379
	Iteration 36Q: 3 clusters Score -526996.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -527013.125000 Penalty: 4093.213379
	Iteration 37Q: 3 clusters Score -527013.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -527032.250000 Penalty: 4093.213379
	Iteration 38Q: 3 clusters Score -527032.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -527056.625000 Penalty: 4093.213379
	Iteration 39Q: 3 clusters Score -527056.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -527083.375000 Penalty: 4093.213379
	Iteration 40F: 3 clusters Score -527083.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -527118.750000 Penalty: 4093.213379
	Iteration 41Q: 3 clusters Score -527118.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -527167.000000 Penalty: 4093.213379
	Iteration 42Q: 3 clusters Score -527167 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -527233.687500 Penalty: 4093.213379
	Iteration 43Q: 3 clusters Score -527233.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -527323.125000 Penalty: 4093.213379
	Iteration 44Q: 3 clusters Score -527323.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -527426.375000 Penalty: 4093.213379
	Iteration 45Q: 3 clusters Score -527426.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -527488.437500 Penalty: 4093.213379
	Iteration 46Q: 3 clusters Score -527488.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -527541.687500 Penalty: 4093.213379
	Iteration 47Q: 3 clusters Score -527541.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -527581.250000 Penalty: 4093.213379
	Iteration 48Q: 3 clusters Score -527581.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -527612.000000 Penalty: 4093.213379
	Iteration 49Q: 3 clusters Score -527612 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -527634.312500 Penalty: 4093.213379
	Iteration 50Q: 3 clusters Score -527634.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -527672.687500 Penalty: 4093.213379
	Iteration 51Q: 3 clusters Score -527672.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -527734.250000 Penalty: 4093.213379
	Iteration 52Q: 3 clusters Score -527734.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -527798.375000 Penalty: 4093.213379
	Iteration 53Q: 3 clusters Score -527798.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -527893.187500 Penalty: 4093.213379
	Iteration 54Q: 3 clusters Score -527893.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -528012.812500 Penalty: 4093.213379
	Iteration 55Q: 3 clusters Score -528012.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -528086.875000 Penalty: 4093.213379
	Iteration 56Q: 3 clusters Score -528086.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -528120.500000 Penalty: 4093.213379
	Iteration 57Q: 3 clusters Score -528120.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -528152.500000 Penalty: 4093.213379
	Iteration 58Q: 3 clusters Score -528152.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -528162.312500 Penalty: 4093.213379
	Iteration 59Q: 3 clusters Score -528162.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -528167.500000 Penalty: 4093.213379
	Iteration 60F: 3 clusters Score -528167.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -528174.187500 Penalty: 4093.213379
	Iteration 61Q: 3 clusters Score -528174.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -528175.875000 Penalty: 4093.213379
	Iteration 62Q: 3 clusters Score -528175.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -528177.375000 Penalty: 4093.213379
	Iteration 63Q: 3 clusters Score -528177.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -528179.937500 Penalty: 4093.213379
	Iteration 64Q: 3 clusters Score -528179.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -528182.187500 Penalty: 4093.213379
	Iteration 65Q: 3 clusters Score -528182.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -528184.500000 Penalty: 4093.213379
	Iteration 66Q: 3 clusters Score -528184.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -528185.937500 Penalty: 4093.213379
	Iteration 67Q: 3 clusters Score -528185.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -528187.937500 Penalty: 4093.213379
	Iteration 68Q: 3 clusters Score -528187.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -528187.937500 Penalty: 4093.213379
	Iteration 69F: 3 clusters Score -528187.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -29932.371094 Penalty: 1407.834961
	Iteration 0F: 2 clusters Score -29932.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -28758.023438 Penalty: 2815.669922
	Iteration 0F: 3 clusters Score -28758.02 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -28967.841797 Penalty: 2815.669922
	Iteration 1F: 3 clusters Score -28967.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29044.666016 Penalty: 2815.669922
	Iteration 2F: 3 clusters Score -29044.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -29090.109375 Penalty: 2815.669922
	Iteration 3Q: 3 clusters Score -29090.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -29156.140625 Penalty: 2815.669922
	Iteration 4Q: 3 clusters Score -29156.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29181.851562 Penalty: 2815.669922
	Iteration 5Q: 3 clusters Score -29181.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -29201.662109 Penalty: 2815.669922
	Iteration 6Q: 3 clusters Score -29201.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -29225.660156 Penalty: 2815.669922
	Iteration 7Q: 3 clusters Score -29225.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -29240.552734 Penalty: 2815.669922
	Iteration 8F: 3 clusters Score -29240.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -29336.798828 Penalty: 2815.669922
	Iteration 9Q: 3 clusters Score -29336.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -29336.798828 Penalty: 2815.669922
	Iteration 10F: 3 clusters Score -29336.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Entering Unmasked Estep 
Score: -4286397.500000 Penalty: 2556.595459
	Iteration 0F: 2 clusters Score -4286398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -4265871.500000 Penalty: 5113.190918
	Iteration 0F: 3 clusters Score -4265872 nChanged 13653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -4273186.000000 Penalty: 5113.190918
	Iteration 1F: 3 clusters Score -4273186 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -4273572.500000 Penalty: 5113.190918
	Iteration 2Q: 3 clusters Score -4273572 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -4273945.000000 Penalty: 5113.190918
	Iteration 3Q: 3 clusters Score -4273945 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -4274297.500000 Penalty: 5113.190918
	Iteration 4Q: 3 clusters Score -4274298 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -4274760.500000 Penalty: 5113.190918
	Iteration 5Q: 3 clusters Score -4274760 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -4275309.000000 Penalty: 5113.190918
	Iteration 6Q: 3 clusters Score -4275309 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -4276048.000000 Penalty: 5113.190918
	Iteration 7Q: 3 clusters Score -4276048 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -4277045.500000 Penalty: 5113.190918
	Iteration 8F: 3 clusters Score -4277046 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -4278324.000000 Penalty: 5113.190918
	Iteration 9F: 3 clusters Score -4278324 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -4279669.000000 Penalty: 5113.190918
	Iteration 10F: 3 clusters Score -4279669 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -4280905.500000 Penalty: 5113.190918
	Iteration 11F: 3 clusters Score -4280906 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -4281916.000000 Penalty: 5113.190918
	Iteration 12Q: 3 clusters Score -4281916 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -4282705.500000 Penalty: 5113.190918
	Iteration 13Q: 3 clusters Score -4282706 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 28474 members 
Entering Unmasked Estep 
Score: -4283212.000000 Penalty: 5113.190918
	Iteration 14Q: 3 clusters Score -4283212 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -4283549.500000 Penalty: 5113.190918
	Iteration 15Q: 3 clusters Score -4283550 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 29118 members 
Entering Unmasked Estep 
Score: -4283778.000000 Penalty: 5113.190918
	Iteration 16Q: 3 clusters Score -4283778 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -4283903.000000 Penalty: 5113.190918
	Iteration 17Q: 3 clusters Score -4283903 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -4283985.000000 Penalty: 5113.190918
	Iteration 18Q: 3 clusters Score -4283985 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -4284037.000000 Penalty: 5113.190918
	Iteration 19Q: 3 clusters Score -4284037 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -4284079.000000 Penalty: 5113.190918
	Iteration 20F: 3 clusters Score -4284079 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -4284116.000000 Penalty: 5113.190918
	Iteration 21Q: 3 clusters Score -4284116 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -4284140.000000 Penalty: 5113.190918
	Iteration 22Q: 3 clusters Score -4284140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -4284149.500000 Penalty: 5113.190918
	Iteration 23Q: 3 clusters Score -4284150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -4284165.500000 Penalty: 5113.190918
	Iteration 24Q: 3 clusters Score -4284166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
Score: -4284174.000000 Penalty: 5113.190918
	Iteration 25Q: 3 clusters Score -4284174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -4284181.000000 Penalty: 5113.190918
	Iteration 26Q: 3 clusters Score -4284181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -4284189.500000 Penalty: 5113.190918
	Iteration 27Q: 3 clusters Score -4284190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -4284197.500000 Penalty: 5113.190918
	Iteration 28Q: 3 clusters Score -4284198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -4284198.500000 Penalty: 5113.190918
	Iteration 29Q: 3 clusters Score -4284198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -4284208.000000 Penalty: 5113.190918
	Iteration 30Q: 3 clusters Score -4284208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -4284208.000000 Penalty: 5113.190918
	Iteration 31Q: 3 clusters Score -4284208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -4284210.500000 Penalty: 5113.190918
	Iteration 32Q: 3 clusters Score -4284210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -4284212.500000 Penalty: 5113.190918
	Iteration 33Q: 3 clusters Score -4284212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -4284213.500000 Penalty: 5113.190918
	Iteration 34Q: 3 clusters Score -4284214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -4284218.500000 Penalty: 5113.190918
	Iteration 35Q: 3 clusters Score -4284218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -4284223.000000 Penalty: 5113.190918
	Iteration 36Q: 3 clusters Score -4284223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -4284223.500000 Penalty: 5113.190918
	Iteration 37Q: 3 clusters Score -4284224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -4284225.000000 Penalty: 5113.190918
	Iteration 38Q: 3 clusters Score -4284225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -4284225.000000 Penalty: 5113.190918
	Iteration 39F: 3 clusters Score -4284225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (106462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106462 members 
Entering Unmasked Estep 
Score: -14980007.000000 Penalty: 2870.734863
	Iteration 0F: 2 clusters Score -1.498001e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53155 members 
Mstep: Class 2 contains 53307 members 
Entering Unmasked Estep 
Score: -14909755.000000 Penalty: 5741.469727
	Iteration 0F: 3 clusters Score -1.490976e+07 nChanged 50437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52304 members 
Mstep: Class 2 contains 54158 members 
Entering Unmasked Estep 
Score: -14938790.000000 Penalty: 5741.469727
	Iteration 1F: 3 clusters Score -1.493879e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52127 members 
Mstep: Class 2 contains 54335 members 
Entering Unmasked Estep 
Score: -14939673.000000 Penalty: 5741.469727
	Iteration 2Q: 3 clusters Score -1.493967e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51927 members 
Mstep: Class 2 contains 54535 members 
Entering Unmasked Estep 
Score: -14940881.000000 Penalty: 5741.469727
	Iteration 3Q: 3 clusters Score -1.494088e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51646 members 
Mstep: Class 2 contains 54816 members 
Entering Unmasked Estep 
Score: -14942360.000000 Penalty: 5741.469727
	Iteration 4Q: 3 clusters Score -1.494236e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51316 members 
Mstep: Class 2 contains 55146 members 
Entering Unmasked Estep 
Score: -14944234.000000 Penalty: 5741.469727
	Iteration 5Q: 3 clusters Score -1.494423e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51207 members 
Mstep: Class 2 contains 55255 members 
Entering Unmasked Estep 
Score: -14946393.000000 Penalty: 5741.469727
	Iteration 6Q: 3 clusters Score -1.494639e+07 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51521 members 
Mstep: Class 2 contains 54941 members 
Entering Unmasked Estep 
Score: -14949350.000000 Penalty: 5741.469727
	Iteration 7F: 3 clusters Score -1.494935e+07 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52342 members 
Mstep: Class 2 contains 54120 members 
Entering Unmasked Estep 
Score: -14953201.000000 Penalty: 5741.469727
	Iteration 8F: 3 clusters Score -1.49532e+07 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53679 members 
Mstep: Class 2 contains 52783 members 
Entering Unmasked Estep 
Score: -14957944.000000 Penalty: 5741.469727
	Iteration 9F: 3 clusters Score -1.495794e+07 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55437 members 
Mstep: Class 2 contains 51025 members 
Entering Unmasked Estep 
Score: -14962467.000000 Penalty: 5741.469727
	Iteration 10F: 3 clusters Score -1.496247e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57097 members 
Mstep: Class 2 contains 49365 members 
Entering Unmasked Estep 
Score: -14965043.000000 Penalty: 5741.469727
	Iteration 11Q: 3 clusters Score -1.496504e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58419 members 
Mstep: Class 2 contains 48043 members 
Entering Unmasked Estep 
Score: -14965981.000000 Penalty: 5741.469727
	Iteration 12Q: 3 clusters Score -1.496598e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59625 members 
Mstep: Class 2 contains 46837 members 
Entering Unmasked Estep 
Score: -14966426.000000 Penalty: 5741.469727
	Iteration 13Q: 3 clusters Score -1.496643e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60765 members 
Mstep: Class 2 contains 45697 members 
Entering Unmasked Estep 
Score: -14966808.000000 Penalty: 5741.469727
	Iteration 14Q: 3 clusters Score -1.496681e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61917 members 
Mstep: Class 2 contains 44545 members 
Entering Unmasked Estep 
Score: -14967177.000000 Penalty: 5741.469727
	Iteration 15Q: 3 clusters Score -1.496718e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63127 members 
Mstep: Class 2 contains 43335 members 
Entering Unmasked Estep 
Score: -14967474.000000 Penalty: 5741.469727
	Iteration 16Q: 3 clusters Score -1.496747e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64372 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -14967817.000000 Penalty: 5741.469727
	Iteration 17Q: 3 clusters Score -1.496782e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65616 members 
Mstep: Class 2 contains 40846 members 
Entering Unmasked Estep 
Score: -14968138.000000 Penalty: 5741.469727
	Iteration 18Q: 3 clusters Score -1.496814e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66977 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -14968558.000000 Penalty: 5741.469727
	Iteration 19Q: 3 clusters Score -1.496856e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68410 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -14968960.000000 Penalty: 5741.469727
	Iteration 20F: 3 clusters Score -1.496896e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69845 members 
Mstep: Class 2 contains 36617 members 
Entering Unmasked Estep 
Score: -14969288.000000 Penalty: 5741.469727
	Iteration 21Q: 3 clusters Score -1.496929e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71294 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -14969611.000000 Penalty: 5741.469727
	Iteration 22Q: 3 clusters Score -1.496961e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72817 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -14969983.000000 Penalty: 5741.469727
	Iteration 23Q: 3 clusters Score -1.496998e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74324 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -14970336.000000 Penalty: 5741.469727
	Iteration 24Q: 3 clusters Score -1.497034e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75892 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -14970827.000000 Penalty: 5741.469727
	Iteration 25Q: 3 clusters Score -1.497083e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77568 members 
Mstep: Class 2 contains 28894 members 
Entering Unmasked Estep 
Score: -14971225.000000 Penalty: 5741.469727
	Iteration 26Q: 3 clusters Score -1.497122e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79165 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -14971663.000000 Penalty: 5741.469727
	Iteration 27Q: 3 clusters Score -1.497166e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80750 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -14972110.000000 Penalty: 5741.469727
	Iteration 28Q: 3 clusters Score -1.497211e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82252 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -14972485.000000 Penalty: 5741.469727
	Iteration 29Q: 3 clusters Score -1.497248e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83694 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -14972954.000000 Penalty: 5741.469727
	Iteration 30Q: 3 clusters Score -1.497295e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85087 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -14973230.000000 Penalty: 5741.469727
	Iteration 31Q: 3 clusters Score -1.497323e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86417 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -14973608.000000 Penalty: 5741.469727
	Iteration 32Q: 3 clusters Score -1.497361e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87634 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -14973929.000000 Penalty: 5741.469727
	Iteration 33Q: 3 clusters Score -1.497393e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88779 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -14974156.000000 Penalty: 5741.469727
	Iteration 34Q: 3 clusters Score -1.497416e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89874 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -14974451.000000 Penalty: 5741.469727
	Iteration 35Q: 3 clusters Score -1.497445e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90966 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -14974692.000000 Penalty: 5741.469727
	Iteration 36Q: 3 clusters Score -1.497469e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92037 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -14974898.000000 Penalty: 5741.469727
	Iteration 37Q: 3 clusters Score -1.49749e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93075 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -14975125.000000 Penalty: 5741.469727
	Iteration 38Q: 3 clusters Score -1.497512e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94017 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -14975408.000000 Penalty: 5741.469727
	Iteration 39Q: 3 clusters Score -1.497541e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94892 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -14975660.000000 Penalty: 5741.469727
	Iteration 40F: 3 clusters Score -1.497566e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95720 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -14975917.000000 Penalty: 5741.469727
	Iteration 41Q: 3 clusters Score -1.497592e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96531 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -14976131.000000 Penalty: 5741.469727
	Iteration 42Q: 3 clusters Score -1.497613e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97289 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -14976332.000000 Penalty: 5741.469727
	Iteration 43Q: 3 clusters Score -1.497633e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97981 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -14976515.000000 Penalty: 5741.469727
	Iteration 44Q: 3 clusters Score -1.497652e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98646 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -14976709.000000 Penalty: 5741.469727
	Iteration 45Q: 3 clusters Score -1.497671e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99195 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -14976908.000000 Penalty: 5741.469727
	Iteration 46Q: 3 clusters Score -1.497691e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99718 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -14977070.000000 Penalty: 5741.469727
	Iteration 47Q: 3 clusters Score -1.497707e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100197 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -14977130.000000 Penalty: 5741.469727
	Iteration 48Q: 3 clusters Score -1.497713e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100617 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -14977302.000000 Penalty: 5741.469727
	Iteration 49Q: 3 clusters Score -1.49773e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101005 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -14977395.000000 Penalty: 5741.469727
	Iteration 50Q: 3 clusters Score -1.49774e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101332 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -14977465.000000 Penalty: 5741.469727
	Iteration 51Q: 3 clusters Score -1.497746e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101636 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -14977545.000000 Penalty: 5741.469727
	Iteration 52Q: 3 clusters Score -1.497754e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101915 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -14977585.000000 Penalty: 5741.469727
	Iteration 53Q: 3 clusters Score -1.497758e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102184 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -14977629.000000 Penalty: 5741.469727
	Iteration 54Q: 3 clusters Score -1.497763e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102410 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -14977692.000000 Penalty: 5741.469727
	Iteration 55Q: 3 clusters Score -1.497769e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102609 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -14977771.000000 Penalty: 5741.469727
	Iteration 56Q: 3 clusters Score -1.497777e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102802 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -14977752.000000 Penalty: 5741.469727
	Iteration 57Q: 3 clusters Score -1.497775e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102970 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -14977825.000000 Penalty: 5741.469727
	Iteration 58Q: 3 clusters Score -1.497782e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103123 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -14977858.000000 Penalty: 5741.469727
	Iteration 59Q: 3 clusters Score -1.497786e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103248 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -14977871.000000 Penalty: 5741.469727
	Iteration 60F: 3 clusters Score -1.497787e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103353 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -14977897.000000 Penalty: 5741.469727
	Iteration 61Q: 3 clusters Score -1.49779e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103438 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -14977928.000000 Penalty: 5741.469727
	Iteration 62Q: 3 clusters Score -1.497793e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103511 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -14977937.000000 Penalty: 5741.469727
	Iteration 63Q: 3 clusters Score -1.497794e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103567 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -14977947.000000 Penalty: 5741.469727
	Iteration 64Q: 3 clusters Score -1.497795e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103627 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -14977921.000000 Penalty: 5741.469727
	Iteration 65Q: 3 clusters Score -1.497792e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103676 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -14977918.000000 Penalty: 5741.469727
	Iteration 66Q: 3 clusters Score -1.497792e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103728 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -14977879.000000 Penalty: 5741.469727
	Iteration 67Q: 3 clusters Score -1.497788e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103782 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -14977910.000000 Penalty: 5741.469727
	Iteration 68Q: 3 clusters Score -1.497791e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103819 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -14977910.000000 Penalty: 5741.469727
	Iteration 69Q: 3 clusters Score -1.497791e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103855 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -14977918.000000 Penalty: 5741.469727
	Iteration 70Q: 3 clusters Score -1.497792e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103893 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -14977942.000000 Penalty: 5741.469727
	Iteration 71Q: 3 clusters Score -1.497794e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103923 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -14977941.000000 Penalty: 5741.469727
	Iteration 72Q: 3 clusters Score -1.497794e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103968 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -14977957.000000 Penalty: 5741.469727
	Iteration 73Q: 3 clusters Score -1.497796e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103993 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -14977952.000000 Penalty: 5741.469727
	Iteration 74Q: 3 clusters Score -1.497795e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104015 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -14977958.000000 Penalty: 5741.469727
	Iteration 75Q: 3 clusters Score -1.497796e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104041 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -14977961.000000 Penalty: 5741.469727
	Iteration 76Q: 3 clusters Score -1.497796e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104073 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -14977959.000000 Penalty: 5741.469727
	Iteration 77Q: 3 clusters Score -1.497796e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104104 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -14977962.000000 Penalty: 5741.469727
	Iteration 78Q: 3 clusters Score -1.497796e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104137 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -14977983.000000 Penalty: 5741.469727
	Iteration 79Q: 3 clusters Score -1.497798e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104160 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -14977988.000000 Penalty: 5741.469727
	Iteration 80F: 3 clusters Score -1.497799e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104186 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -14978000.000000 Penalty: 5741.469727
	Iteration 81Q: 3 clusters Score -1.4978e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104202 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -14978010.000000 Penalty: 5741.469727
	Iteration 82Q: 3 clusters Score -1.497801e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104211 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -14978005.000000 Penalty: 5741.469727
	Iteration 83Q: 3 clusters Score -1.4978e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104219 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -14977999.000000 Penalty: 5741.469727
	Iteration 84Q: 3 clusters Score -1.4978e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104230 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -14978002.000000 Penalty: 5741.469727
	Iteration 85Q: 3 clusters Score -1.4978e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104241 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -14978024.000000 Penalty: 5741.469727
	Iteration 86Q: 3 clusters Score -1.497802e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104249 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -14978016.000000 Penalty: 5741.469727
	Iteration 87Q: 3 clusters Score -1.497802e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104254 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -14978015.000000 Penalty: 5741.469727
	Iteration 88Q: 3 clusters Score -1.497802e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104257 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -14978024.000000 Penalty: 5741.469727
	Iteration 89Q: 3 clusters Score -1.497802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104261 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -14978029.000000 Penalty: 5741.469727
	Iteration 90Q: 3 clusters Score -1.497803e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104272 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -14978042.000000 Penalty: 5741.469727
	Iteration 91Q: 3 clusters Score -1.497804e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104283 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -14978030.000000 Penalty: 5741.469727
	Iteration 92Q: 3 clusters Score -1.497803e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104296 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -14978030.000000 Penalty: 5741.469727
	Iteration 93Q: 3 clusters Score -1.497803e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104304 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -14978038.000000 Penalty: 5741.469727
	Iteration 94Q: 3 clusters Score -1.497804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104310 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -14978037.000000 Penalty: 5741.469727
	Iteration 95Q: 3 clusters Score -1.497804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104314 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -14978048.000000 Penalty: 5741.469727
	Iteration 96Q: 3 clusters Score -1.497805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104316 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -14978035.000000 Penalty: 5741.469727
	Iteration 97Q: 3 clusters Score -1.497804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104317 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -14978040.000000 Penalty: 5741.469727
	Iteration 98Q: 3 clusters Score -1.497804e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104317 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -14978040.000000 Penalty: 5741.469727
	Iteration 99F: 3 clusters Score -1.497804e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Entering Unmasked Estep 
Score: -136220.875000 Penalty: 1719.005005
	Iteration 0F: 2 clusters Score -136220.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -134276.500000 Penalty: 3438.010010
	Iteration 0F: 3 clusters Score -134276.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -134594.125000 Penalty: 3438.010010
	Iteration 1F: 3 clusters Score -134594.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -134668.734375 Penalty: 3438.010010
	Iteration 2F: 3 clusters Score -134668.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -134697.671875 Penalty: 3438.010010
	Iteration 3Q: 3 clusters Score -134697.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -134724.859375 Penalty: 3438.010010
	Iteration 4Q: 3 clusters Score -134724.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -134752.890625 Penalty: 3438.010010
	Iteration 5Q: 3 clusters Score -134752.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -134763.656250 Penalty: 3438.010010
	Iteration 6Q: 3 clusters Score -134763.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -134775.937500 Penalty: 3438.010010
	Iteration 7Q: 3 clusters Score -134775.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -134786.625000 Penalty: 3438.010010
	Iteration 8Q: 3 clusters Score -134786.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -134793.406250 Penalty: 3438.010010
	Iteration 9Q: 3 clusters Score -134793.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -134797.859375 Penalty: 3438.010010
	Iteration 10Q: 3 clusters Score -134797.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -134798.781250 Penalty: 3438.010010
	Iteration 11Q: 3 clusters Score -134798.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -134801.671875 Penalty: 3438.010010
	Iteration 12Q: 3 clusters Score -134801.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -134805.843750 Penalty: 3438.010010
	Iteration 13Q: 3 clusters Score -134805.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -134821.000000 Penalty: 3438.010010
	Iteration 14Q: 3 clusters Score -134821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -134831.578125 Penalty: 3438.010010
	Iteration 15Q: 3 clusters Score -134831.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -134847.921875 Penalty: 3438.010010
	Iteration 16Q: 3 clusters Score -134847.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -134858.500000 Penalty: 3438.010010
	Iteration 17Q: 3 clusters Score -134858.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -134860.109375 Penalty: 3438.010010
	Iteration 18Q: 3 clusters Score -134860.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -134862.375000 Penalty: 3438.010010
	Iteration 19Q: 3 clusters Score -134862.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -134863.265625 Penalty: 3438.010010
	Iteration 20F: 3 clusters Score -134863.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Entering Unmasked Estep 
Score: -2554718.750000 Penalty: 2429.990723
	Iteration 0F: 2 clusters Score -2554719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2542042.000000 Penalty: 4859.981445
	Iteration 0F: 3 clusters Score -2542042 nChanged 7813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -2546261.250000 Penalty: 4859.981445
	Iteration 1F: 3 clusters Score -2546261 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -2546607.000000 Penalty: 4859.981445
	Iteration 2F: 3 clusters Score -2546607 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2546877.000000 Penalty: 4859.981445
	Iteration 3Q: 3 clusters Score -2546877 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -2547123.000000 Penalty: 4859.981445
	Iteration 4Q: 3 clusters Score -2547123 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -2547389.000000 Penalty: 4859.981445
	Iteration 5Q: 3 clusters Score -2547389 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -2547693.000000 Penalty: 4859.981445
	Iteration 6Q: 3 clusters Score -2547693 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2548092.250000 Penalty: 4859.981445
	Iteration 7Q: 3 clusters Score -2548092 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -2548664.250000 Penalty: 4859.981445
	Iteration 8F: 3 clusters Score -2548664 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -2549352.750000 Penalty: 4859.981445
	Iteration 9F: 3 clusters Score -2549353 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -2550097.000000 Penalty: 4859.981445
	Iteration 10F: 3 clusters Score -2550097 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2550861.750000 Penalty: 4859.981445
	Iteration 11F: 3 clusters Score -2550862 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2551481.250000 Penalty: 4859.981445
	Iteration 12Q: 3 clusters Score -2551481 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2551987.250000 Penalty: 4859.981445
	Iteration 13Q: 3 clusters Score -2551987 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2552341.750000 Penalty: 4859.981445
	Iteration 14Q: 3 clusters Score -2552342 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2552554.000000 Penalty: 4859.981445
	Iteration 15Q: 3 clusters Score -2552554 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2552668.250000 Penalty: 4859.981445
	Iteration 16Q: 3 clusters Score -2552668 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2552746.750000 Penalty: 4859.981445
	Iteration 17Q: 3 clusters Score -2552747 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2552802.750000 Penalty: 4859.981445
	Iteration 18Q: 3 clusters Score -2552803 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2552847.250000 Penalty: 4859.981445
	Iteration 19Q: 3 clusters Score -2552847 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2552880.000000 Penalty: 4859.981445
	Iteration 20F: 3 clusters Score -2552880 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2552897.500000 Penalty: 4859.981445
	Iteration 21Q: 3 clusters Score -2552898 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2552914.750000 Penalty: 4859.981445
	Iteration 22Q: 3 clusters Score -2552915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2552918.750000 Penalty: 4859.981445
	Iteration 23Q: 3 clusters Score -2552919 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2552929.750000 Penalty: 4859.981445
	Iteration 24Q: 3 clusters Score -2552930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2552938.750000 Penalty: 4859.981445
	Iteration 25Q: 3 clusters Score -2552939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2552947.250000 Penalty: 4859.981445
	Iteration 26Q: 3 clusters Score -2552947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2552951.250000 Penalty: 4859.981445
	Iteration 27Q: 3 clusters Score -2552951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2552961.500000 Penalty: 4859.981445
	Iteration 28Q: 3 clusters Score -2552962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2552958.250000 Penalty: 4859.981445
	Iteration 29Q: 3 clusters Score -2552958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2552964.250000 Penalty: 4859.981445
	Iteration 30Q: 3 clusters Score -2552964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2552973.500000 Penalty: 4859.981445
	Iteration 31Q: 3 clusters Score -2552974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2552975.250000 Penalty: 4859.981445
	Iteration 32Q: 3 clusters Score -2552975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2552976.750000 Penalty: 4859.981445
	Iteration 33Q: 3 clusters Score -2552977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2552976.250000 Penalty: 4859.981445
	Iteration 34Q: 3 clusters Score -2552976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2552978.250000 Penalty: 4859.981445
	Iteration 35Q: 3 clusters Score -2552978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2552976.250000 Penalty: 4859.981445
	Iteration 36Q: 3 clusters Score -2552976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2552977.250000 Penalty: 4859.981445
	Iteration 37Q: 3 clusters Score -2552977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2552977.750000 Penalty: 4859.981445
	Iteration 38Q: 3 clusters Score -2552978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2552980.250000 Penalty: 4859.981445
	Iteration 39Q: 3 clusters Score -2552980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2552982.500000 Penalty: 4859.981445
	Iteration 40F: 3 clusters Score -2552982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2552982.250000 Penalty: 4859.981445
	Iteration 41Q: 3 clusters Score -2552982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2552991.000000 Penalty: 4859.981445
	Iteration 42Q: 3 clusters Score -2552991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2552991.750000 Penalty: 4859.981445
	Iteration 43Q: 3 clusters Score -2552992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2552997.750000 Penalty: 4859.981445
	Iteration 44Q: 3 clusters Score -2552998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2553003.000000 Penalty: 4859.981445
	Iteration 45Q: 3 clusters Score -2553003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2553013.000000 Penalty: 4859.981445
	Iteration 46Q: 3 clusters Score -2553013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2553011.250000 Penalty: 4859.981445
	Iteration 47Q: 3 clusters Score -2553011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2553012.500000 Penalty: 4859.981445
	Iteration 48Q: 3 clusters Score -2553012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2553016.000000 Penalty: 4859.981445
	Iteration 49Q: 3 clusters Score -2553016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2553016.000000 Penalty: 4859.981445
	Iteration 50F: 3 clusters Score -2553016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Entering Unmasked Estep 
Score: -3641985.000000 Penalty: 2528.721191
	Iteration 0F: 2 clusters Score -3641985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -3623482.750000 Penalty: 5057.442383
	Iteration 0F: 3 clusters Score -3623483 nChanged 12055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -3629982.250000 Penalty: 5057.442383
	Iteration 1F: 3 clusters Score -3629982 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -3630518.750000 Penalty: 5057.442383
	Iteration 2Q: 3 clusters Score -3630519 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -3631033.250000 Penalty: 5057.442383
	Iteration 3Q: 3 clusters Score -3631033 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -3631479.500000 Penalty: 5057.442383
	Iteration 4Q: 3 clusters Score -3631480 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -3631894.250000 Penalty: 5057.442383
	Iteration 5Q: 3 clusters Score -3631894 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -3632362.000000 Penalty: 5057.442383
	Iteration 6Q: 3 clusters Score -3632362 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -3633000.250000 Penalty: 5057.442383
	Iteration 7Q: 3 clusters Score -3633000 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -3633882.000000 Penalty: 5057.442383
	Iteration 8F: 3 clusters Score -3633882 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -3635120.750000 Penalty: 5057.442383
	Iteration 9F: 3 clusters Score -3635121 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -3636553.500000 Penalty: 5057.442383
	Iteration 10F: 3 clusters Score -3636554 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -3638018.750000 Penalty: 5057.442383
	Iteration 11F: 3 clusters Score -3638019 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -3639149.000000 Penalty: 5057.442383
	Iteration 12F: 3 clusters Score -3639149 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -3639908.000000 Penalty: 5057.442383
	Iteration 13Q: 3 clusters Score -3639908 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -3640450.750000 Penalty: 5057.442383
	Iteration 14Q: 3 clusters Score -3640451 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -3640944.000000 Penalty: 5057.442383
	Iteration 15Q: 3 clusters Score -3640944 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -3641331.000000 Penalty: 5057.442383
	Iteration 16Q: 3 clusters Score -3641331 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -3641569.750000 Penalty: 5057.442383
	Iteration 17Q: 3 clusters Score -3641570 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -3641696.500000 Penalty: 5057.442383
	Iteration 18Q: 3 clusters Score -3641696 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -3641745.000000 Penalty: 5057.442383
	Iteration 19Q: 3 clusters Score -3641745 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -3641765.500000 Penalty: 5057.442383
	Iteration 20F: 3 clusters Score -3641766 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -3641788.750000 Penalty: 5057.442383
	Iteration 21Q: 3 clusters Score -3641789 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -3641791.750000 Penalty: 5057.442383
	Iteration 22Q: 3 clusters Score -3641792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -3641795.750000 Penalty: 5057.442383
	Iteration 23Q: 3 clusters Score -3641796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -3641794.500000 Penalty: 5057.442383
	Iteration 24Q: 3 clusters Score -3641794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -3641804.000000 Penalty: 5057.442383
	Iteration 25Q: 3 clusters Score -3641804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -3641815.000000 Penalty: 5057.442383
	Iteration 26Q: 3 clusters Score -3641815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -3641814.750000 Penalty: 5057.442383
	Iteration 27Q: 3 clusters Score -3641815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -3641816.750000 Penalty: 5057.442383
	Iteration 28Q: 3 clusters Score -3641817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -3641816.500000 Penalty: 5057.442383
	Iteration 29Q: 3 clusters Score -3641816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -3641819.250000 Penalty: 5057.442383
	Iteration 30Q: 3 clusters Score -3641819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -3641821.500000 Penalty: 5057.442383
	Iteration 31Q: 3 clusters Score -3641822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -3641818.000000 Penalty: 5057.442383
	Iteration 32Q: 3 clusters Score -3641818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -3641820.000000 Penalty: 5057.442383
	Iteration 33Q: 3 clusters Score -3641820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -3641820.000000 Penalty: 5057.442383
	Iteration 34F: 3 clusters Score -3641820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Entering Unmasked Estep 
Score: -2683579.000000 Penalty: 2442.638428
	Iteration 0F: 2 clusters Score -2683579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -2670065.000000 Penalty: 4885.276855
	Iteration 0F: 3 clusters Score -2670065 nChanged 8410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -2674486.500000 Penalty: 4885.276855
	Iteration 1F: 3 clusters Score -2674486 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2674959.000000 Penalty: 4885.276855
	Iteration 2F: 3 clusters Score -2674959 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -2675364.250000 Penalty: 4885.276855
	Iteration 3F: 3 clusters Score -2675364 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -2675796.500000 Penalty: 4885.276855
	Iteration 4Q: 3 clusters Score -2675796 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -2676316.250000 Penalty: 4885.276855
	Iteration 5Q: 3 clusters Score -2676316 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -2676941.500000 Penalty: 4885.276855
	Iteration 6Q: 3 clusters Score -2676942 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -2677585.250000 Penalty: 4885.276855
	Iteration 7Q: 3 clusters Score -2677585 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -2678273.500000 Penalty: 4885.276855
	Iteration 8Q: 3 clusters Score -2678274 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2678927.750000 Penalty: 4885.276855
	Iteration 9Q: 3 clusters Score -2678928 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2679518.500000 Penalty: 4885.276855
	Iteration 10Q: 3 clusters Score -2679518 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2680042.250000 Penalty: 4885.276855
	Iteration 11Q: 3 clusters Score -2680042 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2680464.750000 Penalty: 4885.276855
	Iteration 12Q: 3 clusters Score -2680465 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2680773.250000 Penalty: 4885.276855
	Iteration 13Q: 3 clusters Score -2680773 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2680980.750000 Penalty: 4885.276855
	Iteration 14Q: 3 clusters Score -2680981 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2681145.250000 Penalty: 4885.276855
	Iteration 15Q: 3 clusters Score -2681145 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2681255.500000 Penalty: 4885.276855
	Iteration 16Q: 3 clusters Score -2681256 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2681336.000000 Penalty: 4885.276855
	Iteration 17Q: 3 clusters Score -2681336 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2681401.500000 Penalty: 4885.276855
	Iteration 18Q: 3 clusters Score -2681402 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2681449.750000 Penalty: 4885.276855
	Iteration 19Q: 3 clusters Score -2681450 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2681473.000000 Penalty: 4885.276855
	Iteration 20F: 3 clusters Score -2681473 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2681495.750000 Penalty: 4885.276855
	Iteration 21Q: 3 clusters Score -2681496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2681506.750000 Penalty: 4885.276855
	Iteration 22Q: 3 clusters Score -2681507 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2681521.250000 Penalty: 4885.276855
	Iteration 23Q: 3 clusters Score -2681521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2681525.500000 Penalty: 4885.276855
	Iteration 24Q: 3 clusters Score -2681526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2681526.250000 Penalty: 4885.276855
	Iteration 25Q: 3 clusters Score -2681526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2681533.000000 Penalty: 4885.276855
	Iteration 26Q: 3 clusters Score -2681533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2681538.500000 Penalty: 4885.276855
	Iteration 27Q: 3 clusters Score -2681538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2681540.250000 Penalty: 4885.276855
	Iteration 28Q: 3 clusters Score -2681540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2681552.500000 Penalty: 4885.276855
	Iteration 29Q: 3 clusters Score -2681552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2681561.750000 Penalty: 4885.276855
	Iteration 30Q: 3 clusters Score -2681562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2681564.750000 Penalty: 4885.276855
	Iteration 31Q: 3 clusters Score -2681565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2681565.750000 Penalty: 4885.276855
	Iteration 32Q: 3 clusters Score -2681566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2681565.250000 Penalty: 4885.276855
	Iteration 33Q: 3 clusters Score -2681565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2681568.250000 Penalty: 4885.276855
	Iteration 34Q: 3 clusters Score -2681568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2681568.250000 Penalty: 4885.276855
	Iteration 35Q: 3 clusters Score -2681568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2681567.500000 Penalty: 4885.276855
	Iteration 36Q: 3 clusters Score -2681568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2681568.500000 Penalty: 4885.276855
	Iteration 37Q: 3 clusters Score -2681568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2681569.500000 Penalty: 4885.276855
	Iteration 38Q: 3 clusters Score -2681570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2681568.750000 Penalty: 4885.276855
	Iteration 39Q: 3 clusters Score -2681569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2681571.000000 Penalty: 4885.276855
	Iteration 40F: 3 clusters Score -2681571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2681572.250000 Penalty: 4885.276855
	Iteration 41Q: 3 clusters Score -2681572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2681568.750000 Penalty: 4885.276855
	Iteration 42Q: 3 clusters Score -2681569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2681571.500000 Penalty: 4885.276855
	Iteration 43Q: 3 clusters Score -2681572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2681570.750000 Penalty: 4885.276855
	Iteration 44Q: 3 clusters Score -2681571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2681571.000000 Penalty: 4885.276855
	Iteration 45Q: 3 clusters Score -2681571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2681571.000000 Penalty: 4885.276855
	Iteration 46F: 3 clusters Score -2681571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -53275.125000 Penalty: 1537.726196
	Iteration 0F: 2 clusters Score -53275.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -51953.941406 Penalty: 3075.452393
	Iteration 0F: 3 clusters Score -51953.94 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -52454.085938 Penalty: 3075.452393
	Iteration 1F: 3 clusters Score -52454.09 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -52844.972656 Penalty: 3075.452393
	Iteration 2F: 3 clusters Score -52844.97 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -53082.351562 Penalty: 3075.452393
	Iteration 3F: 3 clusters Score -53082.35 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -53490.089844 Penalty: 3075.452393
	Iteration 4F: 3 clusters Score -53490.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -53863.050781 Penalty: 3075.452393
	Iteration 5Q: 3 clusters Score -53863.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -54157.742188 Penalty: 3075.452393
	Iteration 6Q: 3 clusters Score -54157.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -54157.742188 Penalty: 3075.452393
	Iteration 7F: 3 clusters Score -54157.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 1379 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 128284 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3837 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 29997 members 
Mstep: Class 9 contains 106462 members 
Mstep: Class 10 contains 1024 members 
Mstep: Class 11 contains 18004 members 
Mstep: Class 12 contains 26808 members 
Mstep: Class 13 contains 18946 members 
Mstep: Class 14 contains 138 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17768 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68017 members 
Mstep: Class 19 contains 7871 members 
Mstep: Class 20 contains 129109 members 
Mstep: Class 21 contains 19153 members 
Mstep: Class 22 contains 169342 members 
Mstep: Class 23 contains 176461 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 355 members 
Entering Unmasked Estep 
Score: -132679744.000000 Penalty: 85410.039062
Splitting cluster 14 changes total score from -132680376.000000 to -132679744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (1696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Entering Unmasked Estep 
Score: -238932.406250 Penalty: 1844.134888
	Iteration 0F: 2 clusters Score -238932.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -236472.296875 Penalty: 3688.269775
	Iteration 0F: 3 clusters Score -236472.3 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -236855.312500 Penalty: 3688.269775
	Iteration 1F: 3 clusters Score -236855.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -236957.531250 Penalty: 3688.269775
	Iteration 2F: 3 clusters Score -236957.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -237006.968750 Penalty: 3688.269775
	Iteration 3Q: 3 clusters Score -237007 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -237038.171875 Penalty: 3688.269775
	Iteration 4Q: 3 clusters Score -237038.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -237062.828125 Penalty: 3688.269775
	Iteration 5Q: 3 clusters Score -237062.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -237077.312500 Penalty: 3688.269775
	Iteration 6Q: 3 clusters Score -237077.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -237086.546875 Penalty: 3688.269775
	Iteration 7Q: 3 clusters Score -237086.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -237097.171875 Penalty: 3688.269775
	Iteration 8Q: 3 clusters Score -237097.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -237103.250000 Penalty: 3688.269775
	Iteration 9Q: 3 clusters Score -237103.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -237108.640625 Penalty: 3688.269775
	Iteration 10Q: 3 clusters Score -237108.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -237115.578125 Penalty: 3688.269775
	Iteration 11Q: 3 clusters Score -237115.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -237118.031250 Penalty: 3688.269775
	Iteration 12Q: 3 clusters Score -237118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -237121.531250 Penalty: 3688.269775
	Iteration 13Q: 3 clusters Score -237121.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -237124.296875 Penalty: 3688.269775
	Iteration 14Q: 3 clusters Score -237124.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -237127.578125 Penalty: 3688.269775
	Iteration 15Q: 3 clusters Score -237127.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -237128.250000 Penalty: 3688.269775
	Iteration 16Q: 3 clusters Score -237128.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -237128.250000 Penalty: 3688.269775
	Iteration 17F: 3 clusters Score -237128.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Entering Unmasked Estep 
Score: -2507857.500000 Penalty: 2426.718262
	Iteration 0F: 2 clusters Score -2507858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -2495186.250000 Penalty: 4853.436523
	Iteration 0F: 3 clusters Score -2495186 nChanged 7721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -2499272.500000 Penalty: 4853.436523
	Iteration 1F: 3 clusters Score -2499272 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2499603.250000 Penalty: 4853.436523
	Iteration 2F: 3 clusters Score -2499603 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2499861.000000 Penalty: 4853.436523
	Iteration 3Q: 3 clusters Score -2499861 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -2500073.250000 Penalty: 4853.436523
	Iteration 4Q: 3 clusters Score -2500073 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2500242.250000 Penalty: 4853.436523
	Iteration 5Q: 3 clusters Score -2500242 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2500372.500000 Penalty: 4853.436523
	Iteration 6Q: 3 clusters Score -2500372 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2500483.750000 Penalty: 4853.436523
	Iteration 7Q: 3 clusters Score -2500484 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -2500600.000000 Penalty: 4853.436523
	Iteration 8Q: 3 clusters Score -2500600 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -2500750.000000 Penalty: 4853.436523
	Iteration 9Q: 3 clusters Score -2500750 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -2500945.750000 Penalty: 4853.436523
	Iteration 10Q: 3 clusters Score -2500946 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -2501187.500000 Penalty: 4853.436523
	Iteration 11Q: 3 clusters Score -2501188 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -2501511.250000 Penalty: 4853.436523
	Iteration 12Q: 3 clusters Score -2501511 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -2501938.750000 Penalty: 4853.436523
	Iteration 13Q: 3 clusters Score -2501939 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -2502479.000000 Penalty: 4853.436523
	Iteration 14Q: 3 clusters Score -2502479 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -2503184.750000 Penalty: 4853.436523
	Iteration 15F: 3 clusters Score -2503185 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2504007.250000 Penalty: 4853.436523
	Iteration 16F: 3 clusters Score -2504007 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2504722.000000 Penalty: 4853.436523
	Iteration 17Q: 3 clusters Score -2504722 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2505234.750000 Penalty: 4853.436523
	Iteration 18Q: 3 clusters Score -2505235 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2505495.500000 Penalty: 4853.436523
	Iteration 19Q: 3 clusters Score -2505496 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2505617.750000 Penalty: 4853.436523
	Iteration 20F: 3 clusters Score -2505618 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2505684.500000 Penalty: 4853.436523
	Iteration 21Q: 3 clusters Score -2505684 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2505729.000000 Penalty: 4853.436523
	Iteration 22Q: 3 clusters Score -2505729 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2505749.500000 Penalty: 4853.436523
	Iteration 23Q: 3 clusters Score -2505750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2505776.000000 Penalty: 4853.436523
	Iteration 24Q: 3 clusters Score -2505776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2505793.000000 Penalty: 4853.436523
	Iteration 25Q: 3 clusters Score -2505793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2505801.750000 Penalty: 4853.436523
	Iteration 26Q: 3 clusters Score -2505802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2505809.500000 Penalty: 4853.436523
	Iteration 27Q: 3 clusters Score -2505810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2505813.000000 Penalty: 4853.436523
	Iteration 28Q: 3 clusters Score -2505813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2505816.500000 Penalty: 4853.436523
	Iteration 29Q: 3 clusters Score -2505816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2505817.500000 Penalty: 4853.436523
	Iteration 30Q: 3 clusters Score -2505818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2505820.250000 Penalty: 4853.436523
	Iteration 31Q: 3 clusters Score -2505820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2505820.250000 Penalty: 4853.436523
	Iteration 32F: 3 clusters Score -2505820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -51199.085938 Penalty: 1514.541626
	Iteration 0F: 2 clusters Score -51199.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -49745.527344 Penalty: 3029.083252
	Iteration 0F: 3 clusters Score -49745.53 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -49966.964844 Penalty: 3029.083252
	Iteration 1F: 3 clusters Score -49966.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50050.023438 Penalty: 3029.083252
	Iteration 2F: 3 clusters Score -50050.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50129.617188 Penalty: 3029.083252
	Iteration 3Q: 3 clusters Score -50129.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -50163.777344 Penalty: 3029.083252
	Iteration 4Q: 3 clusters Score -50163.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50201.593750 Penalty: 3029.083252
	Iteration 5Q: 3 clusters Score -50201.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -50263.964844 Penalty: 3029.083252
	Iteration 6Q: 3 clusters Score -50263.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -50346.039062 Penalty: 3029.083252
	Iteration 7Q: 3 clusters Score -50346.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -50416.792969 Penalty: 3029.083252
	Iteration 8Q: 3 clusters Score -50416.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -50451.148438 Penalty: 3029.083252
	Iteration 9Q: 3 clusters Score -50451.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50471.796875 Penalty: 3029.083252
	Iteration 10Q: 3 clusters Score -50471.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50478.550781 Penalty: 3029.083252
	Iteration 11Q: 3 clusters Score -50478.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50478.550781 Penalty: 3029.083252
	Iteration 12F: 3 clusters Score -50478.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (68017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68017 members 
Entering Unmasked Estep 
Score: -9571058.000000 Penalty: 2759.623291
	Iteration 0F: 2 clusters Score -9571058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -9525395.000000 Penalty: 5519.246582
	Iteration 0F: 3 clusters Score -9525395 nChanged 31771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -9542954.000000 Penalty: 5519.246582
	Iteration 1F: 3 clusters Score -9542954 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -9543467.000000 Penalty: 5519.246582
	Iteration 2Q: 3 clusters Score -9543467 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36927 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -9543972.000000 Penalty: 5519.246582
	Iteration 3Q: 3 clusters Score -9543972 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -9544636.000000 Penalty: 5519.246582
	Iteration 4Q: 3 clusters Score -9544636 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -9545663.000000 Penalty: 5519.246582
	Iteration 5Q: 3 clusters Score -9545663 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -9547118.000000 Penalty: 5519.246582
	Iteration 6Q: 3 clusters Score -9547118 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46069 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -9549336.000000 Penalty: 5519.246582
	Iteration 7F: 3 clusters Score -9549336 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50582 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -9552686.000000 Penalty: 5519.246582
	Iteration 8F: 3 clusters Score -9552686 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55874 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -9557274.000000 Penalty: 5519.246582
	Iteration 9F: 3 clusters Score -9557274 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60979 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -9562125.000000 Penalty: 5519.246582
	Iteration 10F: 3 clusters Score -9562125 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64683 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -9565716.000000 Penalty: 5519.246582
	Iteration 11F: 3 clusters Score -9565716 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66608 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -9567402.000000 Penalty: 5519.246582
	Iteration 12Q: 3 clusters Score -9567402 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67361 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -9568112.000000 Penalty: 5519.246582
	Iteration 13Q: 3 clusters Score -9568112 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67600 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -9568389.000000 Penalty: 5519.246582
	Iteration 14Q: 3 clusters Score -9568389 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67667 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -9568495.000000 Penalty: 5519.246582
	Iteration 15Q: 3 clusters Score -9568495 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67702 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -9568546.000000 Penalty: 5519.246582
	Iteration 16Q: 3 clusters Score -9568546 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67713 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9568595.000000 Penalty: 5519.246582
	Iteration 17Q: 3 clusters Score -9568595 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67727 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -9568614.000000 Penalty: 5519.246582
	Iteration 18Q: 3 clusters Score -9568614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67733 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -9568648.000000 Penalty: 5519.246582
	Iteration 19Q: 3 clusters Score -9568648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67736 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -9568657.000000 Penalty: 5519.246582
	Iteration 20F: 3 clusters Score -9568657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67738 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -9568670.000000 Penalty: 5519.246582
	Iteration 21Q: 3 clusters Score -9568670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67742 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -9568674.000000 Penalty: 5519.246582
	Iteration 22Q: 3 clusters Score -9568674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67740 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -9568668.000000 Penalty: 5519.246582
	Iteration 23Q: 3 clusters Score -9568668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67739 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -9568681.000000 Penalty: 5519.246582
	Iteration 24Q: 3 clusters Score -9568681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67739 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -9568683.000000 Penalty: 5519.246582
	Iteration 25Q: 3 clusters Score -9568683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67739 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -9568683.000000 Penalty: 5519.246582
	Iteration 26F: 3 clusters Score -9568683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Entering Unmasked Estep 
Score: -1065945.000000 Penalty: 2224.793213
	Iteration 0F: 2 clusters Score -1065945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1059680.500000 Penalty: 4449.586426
	Iteration 0F: 3 clusters Score -1059680 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1061351.000000 Penalty: 4449.586426
	Iteration 1F: 3 clusters Score -1061351 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1061660.750000 Penalty: 4449.586426
	Iteration 2F: 3 clusters Score -1061661 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1061912.375000 Penalty: 4449.586426
	Iteration 3F: 3 clusters Score -1061912 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1062134.250000 Penalty: 4449.586426
	Iteration 4Q: 3 clusters Score -1062134 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1062377.500000 Penalty: 4449.586426
	Iteration 5Q: 3 clusters Score -1062378 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1062649.500000 Penalty: 4449.586426
	Iteration 6Q: 3 clusters Score -1062650 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1062954.000000 Penalty: 4449.586426
	Iteration 7Q: 3 clusters Score -1062954 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1063293.000000 Penalty: 4449.586426
	Iteration 8Q: 3 clusters Score -1063293 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1063621.750000 Penalty: 4449.586426
	Iteration 9F: 3 clusters Score -1063622 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1063890.250000 Penalty: 4449.586426
	Iteration 10Q: 3 clusters Score -1063890 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1064081.750000 Penalty: 4449.586426
	Iteration 11Q: 3 clusters Score -1064082 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1064221.375000 Penalty: 4449.586426
	Iteration 12Q: 3 clusters Score -1064221 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1064323.500000 Penalty: 4449.586426
	Iteration 13Q: 3 clusters Score -1064324 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1064411.750000 Penalty: 4449.586426
	Iteration 14Q: 3 clusters Score -1064412 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1064495.625000 Penalty: 4449.586426
	Iteration 15Q: 3 clusters Score -1064496 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1064557.625000 Penalty: 4449.586426
	Iteration 16Q: 3 clusters Score -1064558 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1064626.500000 Penalty: 4449.586426
	Iteration 17Q: 3 clusters Score -1064626 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1064678.750000 Penalty: 4449.586426
	Iteration 18Q: 3 clusters Score -1064679 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1064723.250000 Penalty: 4449.586426
	Iteration 19Q: 3 clusters Score -1064723 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1064762.375000 Penalty: 4449.586426
	Iteration 20F: 3 clusters Score -1064762 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1064804.750000 Penalty: 4449.586426
	Iteration 21Q: 3 clusters Score -1064805 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1064842.000000 Penalty: 4449.586426
	Iteration 22Q: 3 clusters Score -1064842 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1064881.375000 Penalty: 4449.586426
	Iteration 23Q: 3 clusters Score -1064881 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1064914.375000 Penalty: 4449.586426
	Iteration 24Q: 3 clusters Score -1064914 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1064968.625000 Penalty: 4449.586426
	Iteration 25Q: 3 clusters Score -1064969 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1065038.000000 Penalty: 4449.586426
	Iteration 26Q: 3 clusters Score -1065038 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1065109.500000 Penalty: 4449.586426
	Iteration 27Q: 3 clusters Score -1065110 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1065186.500000 Penalty: 4449.586426
	Iteration 28Q: 3 clusters Score -1065186 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1065232.375000 Penalty: 4449.586426
	Iteration 29Q: 3 clusters Score -1065232 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1065247.750000 Penalty: 4449.586426
	Iteration 30Q: 3 clusters Score -1065248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1065257.750000 Penalty: 4449.586426
	Iteration 31Q: 3 clusters Score -1065258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1065266.875000 Penalty: 4449.586426
	Iteration 32Q: 3 clusters Score -1065267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1065271.625000 Penalty: 4449.586426
	Iteration 33Q: 3 clusters Score -1065272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1065275.625000 Penalty: 4449.586426
	Iteration 34Q: 3 clusters Score -1065276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1065280.375000 Penalty: 4449.586426
	Iteration 35Q: 3 clusters Score -1065280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1065280.875000 Penalty: 4449.586426
	Iteration 36Q: 3 clusters Score -1065281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1065280.250000 Penalty: 4449.586426
	Iteration 37Q: 3 clusters Score -1065280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1065280.250000 Penalty: 4449.586426
	Iteration 38F: 3 clusters Score -1065280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (129109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129109 members 
Entering Unmasked Estep 
Score: -18277854.000000 Penalty: 2918.566406
	Iteration 0F: 2 clusters Score -1.827785e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64322 members 
Mstep: Class 2 contains 64787 members 
Entering Unmasked Estep 
Score: -18195722.000000 Penalty: 5837.132812
	Iteration 0F: 3 clusters Score -1.819572e+07 nChanged 61572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60282 members 
Mstep: Class 2 contains 68827 members 
Entering Unmasked Estep 
Score: -18231454.000000 Penalty: 5837.132812
	Iteration 1F: 3 clusters Score -1.823145e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57707 members 
Mstep: Class 2 contains 71402 members 
Entering Unmasked Estep 
Score: -18232566.000000 Penalty: 5837.132812
	Iteration 2Q: 3 clusters Score -1.823257e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53826 members 
Mstep: Class 2 contains 75283 members 
Entering Unmasked Estep 
Score: -18234370.000000 Penalty: 5837.132812
	Iteration 3Q: 3 clusters Score -1.823437e+07 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48132 members 
Mstep: Class 2 contains 80977 members 
Entering Unmasked Estep 
Score: -18237448.000000 Penalty: 5837.132812
	Iteration 4Q: 3 clusters Score -1.823745e+07 nChanged 8361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 88950 members 
Entering Unmasked Estep 
Score: -18242500.000000 Penalty: 5837.132812
	Iteration 5F: 3 clusters Score -1.82425e+07 nChanged 10416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 99134 members 
Entering Unmasked Estep 
Score: -18250140.000000 Penalty: 5837.132812
	Iteration 6F: 3 clusters Score -1.825014e+07 nChanged 10799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 109851 members 
Entering Unmasked Estep 
Score: -18258642.000000 Penalty: 5837.132812
	Iteration 7F: 3 clusters Score -1.825864e+07 nChanged 8808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 118627 members 
Entering Unmasked Estep 
Score: -18265820.000000 Penalty: 5837.132812
	Iteration 8F: 3 clusters Score -1.826582e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 124097 members 
Entering Unmasked Estep 
Score: -18270708.000000 Penalty: 5837.132812
	Iteration 9Q: 3 clusters Score -1.827071e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 126934 members 
Entering Unmasked Estep 
Score: -18273264.000000 Penalty: 5837.132812
	Iteration 10Q: 3 clusters Score -1.827326e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 128104 members 
Entering Unmasked Estep 
Score: -18274454.000000 Penalty: 5837.132812
	Iteration 11Q: 3 clusters Score -1.827445e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 128533 members 
Entering Unmasked Estep 
Score: -18274866.000000 Penalty: 5837.132812
	Iteration 12Q: 3 clusters Score -1.827487e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 128669 members 
Entering Unmasked Estep 
Score: -18275028.000000 Penalty: 5837.132812
	Iteration 13Q: 3 clusters Score -1.827503e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 128729 members 
Entering Unmasked Estep 
Score: -18275100.000000 Penalty: 5837.132812
	Iteration 14Q: 3 clusters Score -1.82751e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 128764 members 
Entering Unmasked Estep 
Score: -18275128.000000 Penalty: 5837.132812
	Iteration 15Q: 3 clusters Score -1.827513e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 128793 members 
Entering Unmasked Estep 
Score: -18275176.000000 Penalty: 5837.132812
	Iteration 16Q: 3 clusters Score -1.827518e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 128806 members 
Entering Unmasked Estep 
Score: -18275220.000000 Penalty: 5837.132812
	Iteration 17Q: 3 clusters Score -1.827522e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 128811 members 
Entering Unmasked Estep 
Score: -18275224.000000 Penalty: 5837.132812
	Iteration 18Q: 3 clusters Score -1.827522e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 128820 members 
Entering Unmasked Estep 
Score: -18275260.000000 Penalty: 5837.132812
	Iteration 19Q: 3 clusters Score -1.827526e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 128828 members 
Entering Unmasked Estep 
Score: -18275264.000000 Penalty: 5837.132812
	Iteration 20F: 3 clusters Score -1.827526e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 128831 members 
Entering Unmasked Estep 
Score: -18275270.000000 Penalty: 5837.132812
	Iteration 21Q: 3 clusters Score -1.827527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 128832 members 
Entering Unmasked Estep 
Score: -18275282.000000 Penalty: 5837.132812
	Iteration 22Q: 3 clusters Score -1.827528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 128834 members 
Entering Unmasked Estep 
Score: -18275276.000000 Penalty: 5837.132812
	Iteration 23Q: 3 clusters Score -1.827528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 128835 members 
Entering Unmasked Estep 
Score: -18275298.000000 Penalty: 5837.132812
	Iteration 24Q: 3 clusters Score -1.82753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 128836 members 
Entering Unmasked Estep 
Score: -18275300.000000 Penalty: 5837.132812
	Iteration 25Q: 3 clusters Score -1.82753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 128837 members 
Entering Unmasked Estep 
Score: -18275286.000000 Penalty: 5837.132812
	Iteration 26Q: 3 clusters Score -1.827529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 128838 members 
Entering Unmasked Estep 
Score: -18275292.000000 Penalty: 5837.132812
	Iteration 27Q: 3 clusters Score -1.827529e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 128838 members 
Entering Unmasked Estep 
Score: -18275292.000000 Penalty: 5837.132812
	Iteration 28F: 3 clusters Score -1.827529e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Entering Unmasked Estep 
Score: -2723371.000000 Penalty: 2445.333008
	Iteration 0F: 2 clusters Score -2723371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -2709779.750000 Penalty: 4890.666016
	Iteration 0F: 3 clusters Score -2709780 nChanged 8435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2714311.000000 Penalty: 4890.666016
	Iteration 1F: 3 clusters Score -2714311 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -2714683.500000 Penalty: 4890.666016
	Iteration 2F: 3 clusters Score -2714684 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2714950.250000 Penalty: 4890.666016
	Iteration 3Q: 3 clusters Score -2714950 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -2715220.500000 Penalty: 4890.666016
	Iteration 4Q: 3 clusters Score -2715220 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2715499.000000 Penalty: 4890.666016
	Iteration 5Q: 3 clusters Score -2715499 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2715816.500000 Penalty: 4890.666016
	Iteration 6Q: 3 clusters Score -2715816 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -2716151.750000 Penalty: 4890.666016
	Iteration 7Q: 3 clusters Score -2716152 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -2716488.750000 Penalty: 4890.666016
	Iteration 8Q: 3 clusters Score -2716489 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -2716941.500000 Penalty: 4890.666016
	Iteration 9Q: 3 clusters Score -2716942 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -2717491.500000 Penalty: 4890.666016
	Iteration 10Q: 3 clusters Score -2717492 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -2718172.750000 Penalty: 4890.666016
	Iteration 11F: 3 clusters Score -2718173 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2718986.500000 Penalty: 4890.666016
	Iteration 12F: 3 clusters Score -2718986 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2719837.000000 Penalty: 4890.666016
	Iteration 13F: 3 clusters Score -2719837 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2720546.250000 Penalty: 4890.666016
	Iteration 14Q: 3 clusters Score -2720546 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2721046.750000 Penalty: 4890.666016
	Iteration 15Q: 3 clusters Score -2721047 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2721378.750000 Penalty: 4890.666016
	Iteration 16Q: 3 clusters Score -2721379 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2721600.500000 Penalty: 4890.666016
	Iteration 17Q: 3 clusters Score -2721600 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2721716.000000 Penalty: 4890.666016
	Iteration 18Q: 3 clusters Score -2721716 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2721787.750000 Penalty: 4890.666016
	Iteration 19Q: 3 clusters Score -2721788 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2721840.500000 Penalty: 4890.666016
	Iteration 20F: 3 clusters Score -2721840 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2721911.750000 Penalty: 4890.666016
	Iteration 21Q: 3 clusters Score -2721912 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2721949.750000 Penalty: 4890.666016
	Iteration 22Q: 3 clusters Score -2721950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2721961.750000 Penalty: 4890.666016
	Iteration 23Q: 3 clusters Score -2721962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2721973.500000 Penalty: 4890.666016
	Iteration 24Q: 3 clusters Score -2721974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2721987.500000 Penalty: 4890.666016
	Iteration 25Q: 3 clusters Score -2721988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2721999.000000 Penalty: 4890.666016
	Iteration 26Q: 3 clusters Score -2721999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2721999.750000 Penalty: 4890.666016
	Iteration 27Q: 3 clusters Score -2722000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2722009.750000 Penalty: 4890.666016
	Iteration 28Q: 3 clusters Score -2722010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2722013.750000 Penalty: 4890.666016
	Iteration 29Q: 3 clusters Score -2722014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2722018.750000 Penalty: 4890.666016
	Iteration 30Q: 3 clusters Score -2722019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2722024.500000 Penalty: 4890.666016
	Iteration 31Q: 3 clusters Score -2722024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2722027.000000 Penalty: 4890.666016
	Iteration 32Q: 3 clusters Score -2722027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2722025.750000 Penalty: 4890.666016
	Iteration 33Q: 3 clusters Score -2722026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2722027.250000 Penalty: 4890.666016
	Iteration 34Q: 3 clusters Score -2722027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2722028.250000 Penalty: 4890.666016
	Iteration 35Q: 3 clusters Score -2722028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2722028.500000 Penalty: 4890.666016
	Iteration 36Q: 3 clusters Score -2722028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2722026.750000 Penalty: 4890.666016
	Iteration 37Q: 3 clusters Score -2722027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2722025.500000 Penalty: 4890.666016
	Iteration 38Q: 3 clusters Score -2722026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2722025.250000 Penalty: 4890.666016
	Iteration 39Q: 3 clusters Score -2722025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2722031.250000 Penalty: 4890.666016
	Iteration 40F: 3 clusters Score -2722031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2722031.250000 Penalty: 4890.666016
	Iteration 41Q: 3 clusters Score -2722031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2722037.000000 Penalty: 4890.666016
	Iteration 42Q: 3 clusters Score -2722037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2722037.000000 Penalty: 4890.666016
	Iteration 43F: 3 clusters Score -2722037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (169342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169342 members 
Entering Unmasked Estep 
Score: -23591872.000000 Penalty: 2985.839600
	Iteration 0F: 2 clusters Score -2.359187e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84572 members 
Mstep: Class 2 contains 84770 members 
Entering Unmasked Estep 
Score: -23486168.000000 Penalty: 5971.679199
	Iteration 0F: 3 clusters Score -2.348617e+07 nChanged 80917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83655 members 
Mstep: Class 2 contains 85687 members 
Entering Unmasked Estep 
Score: -23532786.000000 Penalty: 5971.679199
	Iteration 1F: 3 clusters Score -2.353279e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82979 members 
Mstep: Class 2 contains 86363 members 
Entering Unmasked Estep 
Score: -23534184.000000 Penalty: 5971.679199
	Iteration 2Q: 3 clusters Score -2.353418e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81818 members 
Mstep: Class 2 contains 87524 members 
Entering Unmasked Estep 
Score: -23535376.000000 Penalty: 5971.679199
	Iteration 3Q: 3 clusters Score -2.353538e+07 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79834 members 
Mstep: Class 2 contains 89508 members 
Entering Unmasked Estep 
Score: -23537324.000000 Penalty: 5971.679199
	Iteration 4Q: 3 clusters Score -2.353732e+07 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76683 members 
Mstep: Class 2 contains 92659 members 
Entering Unmasked Estep 
Score: -23540392.000000 Penalty: 5971.679199
	Iteration 5Q: 3 clusters Score -2.354039e+07 nChanged 8934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71813 members 
Mstep: Class 2 contains 97529 members 
Entering Unmasked Estep 
Score: -23545062.000000 Penalty: 5971.679199
	Iteration 6F: 3 clusters Score -2.354506e+07 nChanged 10692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65015 members 
Mstep: Class 2 contains 104327 members 
Entering Unmasked Estep 
Score: -23551864.000000 Penalty: 5971.679199
	Iteration 7F: 3 clusters Score -2.355186e+07 nChanged 11647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57030 members 
Mstep: Class 2 contains 112312 members 
Entering Unmasked Estep 
Score: -23560504.000000 Penalty: 5971.679199
	Iteration 8F: 3 clusters Score -2.35605e+07 nChanged 11125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49333 members 
Mstep: Class 2 contains 120009 members 
Entering Unmasked Estep 
Score: -23569170.000000 Penalty: 5971.679199
	Iteration 9F: 3 clusters Score -2.356917e+07 nChanged 9123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43094 members 
Mstep: Class 2 contains 126248 members 
Entering Unmasked Estep 
Score: -23576202.000000 Penalty: 5971.679199
	Iteration 10F: 3 clusters Score -2.35762e+07 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 131209 members 
Entering Unmasked Estep 
Score: -23579804.000000 Penalty: 5971.679199
	Iteration 11Q: 3 clusters Score -2.35798e+07 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 135717 members 
Entering Unmasked Estep 
Score: -23582086.000000 Penalty: 5971.679199
	Iteration 12Q: 3 clusters Score -2.358209e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29361 members 
Mstep: Class 2 contains 139981 members 
Entering Unmasked Estep 
Score: -23584238.000000 Penalty: 5971.679199
	Iteration 13Q: 3 clusters Score -2.358424e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 144105 members 
Entering Unmasked Estep 
Score: -23586200.000000 Penalty: 5971.679199
	Iteration 14Q: 3 clusters Score -2.35862e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 147890 members 
Entering Unmasked Estep 
Score: -23588184.000000 Penalty: 5971.679199
	Iteration 15Q: 3 clusters Score -2.358818e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 151157 members 
Entering Unmasked Estep 
Score: -23589880.000000 Penalty: 5971.679199
	Iteration 16Q: 3 clusters Score -2.358988e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 154033 members 
Entering Unmasked Estep 
Score: -23591174.000000 Penalty: 5971.679199
	Iteration 17Q: 3 clusters Score -2.359117e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 156527 members 
Entering Unmasked Estep 
Score: -23592030.000000 Penalty: 5971.679199
	Iteration 18Q: 3 clusters Score -2.359203e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 158698 members 
Entering Unmasked Estep 
Score: -23592550.000000 Penalty: 5971.679199
	Iteration 19Q: 3 clusters Score -2.359255e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 160450 members 
Entering Unmasked Estep 
Score: -23592520.000000 Penalty: 5971.679199
	Iteration 20F: 3 clusters Score -2.359252e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 161820 members 
Entering Unmasked Estep 
Score: -23592512.000000 Penalty: 5971.679199
	Iteration 21Q: 3 clusters Score -2.359251e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 162911 members 
Entering Unmasked Estep 
Score: -23592256.000000 Penalty: 5971.679199
	Iteration 22Q: 3 clusters Score -2.359226e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 163762 members 
Entering Unmasked Estep 
Score: -23592246.000000 Penalty: 5971.679199
	Iteration 23Q: 3 clusters Score -2.359225e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 164481 members 
Entering Unmasked Estep 
Score: -23591944.000000 Penalty: 5971.679199
	Iteration 24Q: 3 clusters Score -2.359194e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 165032 members 
Entering Unmasked Estep 
Score: -23591812.000000 Penalty: 5971.679199
	Iteration 25Q: 3 clusters Score -2.359181e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 165508 members 
Entering Unmasked Estep 
Score: -23591580.000000 Penalty: 5971.679199
	Iteration 26Q: 3 clusters Score -2.359158e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 165888 members 
Entering Unmasked Estep 
Score: -23591376.000000 Penalty: 5971.679199
	Iteration 27Q: 3 clusters Score -2.359138e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 166212 members 
Entering Unmasked Estep 
Score: -23591282.000000 Penalty: 5971.679199
	Iteration 28Q: 3 clusters Score -2.359128e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 166473 members 
Entering Unmasked Estep 
Score: -23591178.000000 Penalty: 5971.679199
	Iteration 29Q: 3 clusters Score -2.359118e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 166705 members 
Entering Unmasked Estep 
Score: -23591058.000000 Penalty: 5971.679199
	Iteration 30Q: 3 clusters Score -2.359106e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 166903 members 
Entering Unmasked Estep 
Score: -23591032.000000 Penalty: 5971.679199
	Iteration 31Q: 3 clusters Score -2.359103e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 167071 members 
Entering Unmasked Estep 
Score: -23591020.000000 Penalty: 5971.679199
	Iteration 32Q: 3 clusters Score -2.359102e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 167228 members 
Entering Unmasked Estep 
Score: -23590990.000000 Penalty: 5971.679199
	Iteration 33Q: 3 clusters Score -2.359099e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 167374 members 
Entering Unmasked Estep 
Score: -23590940.000000 Penalty: 5971.679199
	Iteration 34Q: 3 clusters Score -2.359094e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 167493 members 
Entering Unmasked Estep 
Score: -23590894.000000 Penalty: 5971.679199
	Iteration 35Q: 3 clusters Score -2.359089e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 167598 members 
Entering Unmasked Estep 
Score: -23590834.000000 Penalty: 5971.679199
	Iteration 36Q: 3 clusters Score -2.359083e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 167694 members 
Entering Unmasked Estep 
Score: -23590738.000000 Penalty: 5971.679199
	Iteration 37Q: 3 clusters Score -2.359074e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 167777 members 
Entering Unmasked Estep 
Score: -23590678.000000 Penalty: 5971.679199
	Iteration 38Q: 3 clusters Score -2.359068e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 167867 members 
Entering Unmasked Estep 
Score: -23590616.000000 Penalty: 5971.679199
	Iteration 39Q: 3 clusters Score -2.359062e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 167934 members 
Entering Unmasked Estep 
Score: -23590550.000000 Penalty: 5971.679199
	Iteration 40F: 3 clusters Score -2.359055e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 167991 members 
Entering Unmasked Estep 
Score: -23590540.000000 Penalty: 5971.679199
	Iteration 41Q: 3 clusters Score -2.359054e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 168045 members 
Entering Unmasked Estep 
Score: -23590496.000000 Penalty: 5971.679199
	Iteration 42Q: 3 clusters Score -2.35905e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 168096 members 
Entering Unmasked Estep 
Score: -23590500.000000 Penalty: 5971.679199
	Iteration 43Q: 3 clusters Score -2.35905e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 168130 members 
Entering Unmasked Estep 
Score: -23590488.000000 Penalty: 5971.679199
	Iteration 44Q: 3 clusters Score -2.359049e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 168163 members 
Entering Unmasked Estep 
Score: -23590458.000000 Penalty: 5971.679199
	Iteration 45Q: 3 clusters Score -2.359046e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 168194 members 
Entering Unmasked Estep 
Score: -23590438.000000 Penalty: 5971.679199
	Iteration 46Q: 3 clusters Score -2.359044e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 168218 members 
Entering Unmasked Estep 
Score: -23590418.000000 Penalty: 5971.679199
	Iteration 47Q: 3 clusters Score -2.359042e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 168234 members 
Entering Unmasked Estep 
Score: -23590398.000000 Penalty: 5971.679199
	Iteration 48Q: 3 clusters Score -2.35904e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 168247 members 
Entering Unmasked Estep 
Score: -23590376.000000 Penalty: 5971.679199
	Iteration 49Q: 3 clusters Score -2.359038e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 168262 members 
Entering Unmasked Estep 
Score: -23590370.000000 Penalty: 5971.679199
	Iteration 50Q: 3 clusters Score -2.359037e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 168274 members 
Entering Unmasked Estep 
Score: -23590376.000000 Penalty: 5971.679199
	Iteration 51Q: 3 clusters Score -2.359038e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 168282 members 
Entering Unmasked Estep 
Score: -23590366.000000 Penalty: 5971.679199
	Iteration 52Q: 3 clusters Score -2.359037e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 168292 members 
Entering Unmasked Estep 
Score: -23590360.000000 Penalty: 5971.679199
	Iteration 53Q: 3 clusters Score -2.359036e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 168307 members 
Entering Unmasked Estep 
Score: -23590364.000000 Penalty: 5971.679199
	Iteration 54Q: 3 clusters Score -2.359036e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 168314 members 
Entering Unmasked Estep 
Score: -23590364.000000 Penalty: 5971.679199
	Iteration 55Q: 3 clusters Score -2.359036e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 168320 members 
Entering Unmasked Estep 
Score: -23590356.000000 Penalty: 5971.679199
	Iteration 56Q: 3 clusters Score -2.359036e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 168326 members 
Entering Unmasked Estep 
Score: -23590360.000000 Penalty: 5971.679199
	Iteration 57Q: 3 clusters Score -2.359036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 168331 members 
Entering Unmasked Estep 
Score: -23590350.000000 Penalty: 5971.679199
	Iteration 58Q: 3 clusters Score -2.359035e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 168340 members 
Entering Unmasked Estep 
Score: -23590330.000000 Penalty: 5971.679199
	Iteration 59Q: 3 clusters Score -2.359033e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 168352 members 
Entering Unmasked Estep 
Score: -23590336.000000 Penalty: 5971.679199
	Iteration 60F: 3 clusters Score -2.359034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 168359 members 
Entering Unmasked Estep 
Score: -23590326.000000 Penalty: 5971.679199
	Iteration 61Q: 3 clusters Score -2.359033e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 168367 members 
Entering Unmasked Estep 
Score: -23590332.000000 Penalty: 5971.679199
	Iteration 62Q: 3 clusters Score -2.359033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 168372 members 
Entering Unmasked Estep 
Score: -23590332.000000 Penalty: 5971.679199
	Iteration 63Q: 3 clusters Score -2.359033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 168377 members 
Entering Unmasked Estep 
Score: -23590334.000000 Penalty: 5971.679199
	Iteration 64Q: 3 clusters Score -2.359033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 168379 members 
Entering Unmasked Estep 
Score: -23590326.000000 Penalty: 5971.679199
	Iteration 65Q: 3 clusters Score -2.359033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 168382 members 
Entering Unmasked Estep 
Score: -23590334.000000 Penalty: 5971.679199
	Iteration 66Q: 3 clusters Score -2.359033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 168386 members 
Entering Unmasked Estep 
Score: -23590340.000000 Penalty: 5971.679199
	Iteration 67Q: 3 clusters Score -2.359034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 168391 members 
Entering Unmasked Estep 
Score: -23590332.000000 Penalty: 5971.679199
	Iteration 68Q: 3 clusters Score -2.359033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 168398 members 
Entering Unmasked Estep 
Score: -23590340.000000 Penalty: 5971.679199
	Iteration 69Q: 3 clusters Score -2.359034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 168402 members 
Entering Unmasked Estep 
Score: -23590334.000000 Penalty: 5971.679199
	Iteration 70Q: 3 clusters Score -2.359033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 168406 members 
Entering Unmasked Estep 
Score: -23590324.000000 Penalty: 5971.679199
	Iteration 71Q: 3 clusters Score -2.359032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 168408 members 
Entering Unmasked Estep 
Score: -23590330.000000 Penalty: 5971.679199
	Iteration 72Q: 3 clusters Score -2.359033e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 168409 members 
Entering Unmasked Estep 
Score: -23590322.000000 Penalty: 5971.679199
	Iteration 73Q: 3 clusters Score -2.359032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 168410 members 
Entering Unmasked Estep 
Score: -23590320.000000 Penalty: 5971.679199
	Iteration 74Q: 3 clusters Score -2.359032e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 168410 members 
Entering Unmasked Estep 
Score: -23590320.000000 Penalty: 5971.679199
	Iteration 75F: 3 clusters Score -2.359032e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (176461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176461 members 
Entering Unmasked Estep 
Score: -24859262.000000 Penalty: 2996.052246
	Iteration 0F: 2 clusters Score -2.485926e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88104 members 
Mstep: Class 2 contains 88357 members 
Entering Unmasked Estep 
Score: -24750596.000000 Penalty: 5992.104492
	Iteration 0F: 3 clusters Score -2.47506e+07 nChanged 84851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86957 members 
Mstep: Class 2 contains 89504 members 
Entering Unmasked Estep 
Score: -24800764.000000 Penalty: 5992.104492
	Iteration 1F: 3 clusters Score -2.480076e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86019 members 
Mstep: Class 2 contains 90442 members 
Entering Unmasked Estep 
Score: -24801576.000000 Penalty: 5992.104492
	Iteration 2Q: 3 clusters Score -2.480158e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84733 members 
Mstep: Class 2 contains 91728 members 
Entering Unmasked Estep 
Score: -24802792.000000 Penalty: 5992.104492
	Iteration 3Q: 3 clusters Score -2.480279e+07 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82845 members 
Mstep: Class 2 contains 93616 members 
Entering Unmasked Estep 
Score: -24804248.000000 Penalty: 5992.104492
	Iteration 4Q: 3 clusters Score -2.480425e+07 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80024 members 
Mstep: Class 2 contains 96437 members 
Entering Unmasked Estep 
Score: -24806596.000000 Penalty: 5992.104492
	Iteration 5Q: 3 clusters Score -2.48066e+07 nChanged 7617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76399 members 
Mstep: Class 2 contains 100062 members 
Entering Unmasked Estep 
Score: -24809960.000000 Penalty: 5992.104492
	Iteration 6Q: 3 clusters Score -2.480996e+07 nChanged 9095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71994 members 
Mstep: Class 2 contains 104467 members 
Entering Unmasked Estep 
Score: -24814830.000000 Penalty: 5992.104492
	Iteration 7F: 3 clusters Score -2.481483e+07 nChanged 10404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67554 members 
Mstep: Class 2 contains 108907 members 
Entering Unmasked Estep 
Score: -24821328.000000 Penalty: 5992.104492
	Iteration 8F: 3 clusters Score -2.482133e+07 nChanged 10925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64161 members 
Mstep: Class 2 contains 112300 members 
Entering Unmasked Estep 
Score: -24828386.000000 Penalty: 5992.104492
	Iteration 9F: 3 clusters Score -2.482839e+07 nChanged 10344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62407 members 
Mstep: Class 2 contains 114054 members 
Entering Unmasked Estep 
Score: -24834522.000000 Penalty: 5992.104492
	Iteration 10F: 3 clusters Score -2.483452e+07 nChanged 8417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62064 members 
Mstep: Class 2 contains 114397 members 
Entering Unmasked Estep 
Score: -24838122.000000 Penalty: 5992.104492
	Iteration 11Q: 3 clusters Score -2.483812e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62346 members 
Mstep: Class 2 contains 114115 members 
Entering Unmasked Estep 
Score: -24839670.000000 Penalty: 5992.104492
	Iteration 12Q: 3 clusters Score -2.483967e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62880 members 
Mstep: Class 2 contains 113581 members 
Entering Unmasked Estep 
Score: -24840170.000000 Penalty: 5992.104492
	Iteration 13Q: 3 clusters Score -2.484017e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63544 members 
Mstep: Class 2 contains 112917 members 
Entering Unmasked Estep 
Score: -24840376.000000 Penalty: 5992.104492
	Iteration 14Q: 3 clusters Score -2.484038e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64268 members 
Mstep: Class 2 contains 112193 members 
Entering Unmasked Estep 
Score: -24840488.000000 Penalty: 5992.104492
	Iteration 15Q: 3 clusters Score -2.484049e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65056 members 
Mstep: Class 2 contains 111405 members 
Entering Unmasked Estep 
Score: -24840670.000000 Penalty: 5992.104492
	Iteration 16Q: 3 clusters Score -2.484067e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65951 members 
Mstep: Class 2 contains 110510 members 
Entering Unmasked Estep 
Score: -24840918.000000 Penalty: 5992.104492
	Iteration 17Q: 3 clusters Score -2.484092e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66958 members 
Mstep: Class 2 contains 109503 members 
Entering Unmasked Estep 
Score: -24841050.000000 Penalty: 5992.104492
	Iteration 18Q: 3 clusters Score -2.484105e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68034 members 
Mstep: Class 2 contains 108427 members 
Entering Unmasked Estep 
Score: -24841026.000000 Penalty: 5992.104492
	Iteration 19Q: 3 clusters Score -2.484103e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69141 members 
Mstep: Class 2 contains 107320 members 
Entering Unmasked Estep 
Score: -24841400.000000 Penalty: 5992.104492
	Iteration 20F: 3 clusters Score -2.48414e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70282 members 
Mstep: Class 2 contains 106179 members 
Entering Unmasked Estep 
Score: -24841572.000000 Penalty: 5992.104492
	Iteration 21Q: 3 clusters Score -2.484157e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71443 members 
Mstep: Class 2 contains 105018 members 
Entering Unmasked Estep 
Score: -24841740.000000 Penalty: 5992.104492
	Iteration 22Q: 3 clusters Score -2.484174e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72582 members 
Mstep: Class 2 contains 103879 members 
Entering Unmasked Estep 
Score: -24841890.000000 Penalty: 5992.104492
	Iteration 23Q: 3 clusters Score -2.484189e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73679 members 
Mstep: Class 2 contains 102782 members 
Entering Unmasked Estep 
Score: -24842130.000000 Penalty: 5992.104492
	Iteration 24Q: 3 clusters Score -2.484213e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74812 members 
Mstep: Class 2 contains 101649 members 
Entering Unmasked Estep 
Score: -24842360.000000 Penalty: 5992.104492
	Iteration 25Q: 3 clusters Score -2.484236e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75965 members 
Mstep: Class 2 contains 100496 members 
Entering Unmasked Estep 
Score: -24842612.000000 Penalty: 5992.104492
	Iteration 26Q: 3 clusters Score -2.484261e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77144 members 
Mstep: Class 2 contains 99317 members 
Entering Unmasked Estep 
Score: -24842856.000000 Penalty: 5992.104492
	Iteration 27Q: 3 clusters Score -2.484286e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78260 members 
Mstep: Class 2 contains 98201 members 
Entering Unmasked Estep 
Score: -24843094.000000 Penalty: 5992.104492
	Iteration 28Q: 3 clusters Score -2.484309e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79457 members 
Mstep: Class 2 contains 97004 members 
Entering Unmasked Estep 
Score: -24843330.000000 Penalty: 5992.104492
	Iteration 29Q: 3 clusters Score -2.484333e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80597 members 
Mstep: Class 2 contains 95864 members 
Entering Unmasked Estep 
Score: -24843576.000000 Penalty: 5992.104492
	Iteration 30Q: 3 clusters Score -2.484358e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81791 members 
Mstep: Class 2 contains 94670 members 
Entering Unmasked Estep 
Score: -24844042.000000 Penalty: 5992.104492
	Iteration 31Q: 3 clusters Score -2.484404e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82953 members 
Mstep: Class 2 contains 93508 members 
Entering Unmasked Estep 
Score: -24844418.000000 Penalty: 5992.104492
	Iteration 32Q: 3 clusters Score -2.484442e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84183 members 
Mstep: Class 2 contains 92278 members 
Entering Unmasked Estep 
Score: -24844762.000000 Penalty: 5992.104492
	Iteration 33Q: 3 clusters Score -2.484476e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85396 members 
Mstep: Class 2 contains 91065 members 
Entering Unmasked Estep 
Score: -24844992.000000 Penalty: 5992.104492
	Iteration 34Q: 3 clusters Score -2.484499e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86599 members 
Mstep: Class 2 contains 89862 members 
Entering Unmasked Estep 
Score: -24845264.000000 Penalty: 5992.104492
	Iteration 35Q: 3 clusters Score -2.484526e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87835 members 
Mstep: Class 2 contains 88626 members 
Entering Unmasked Estep 
Score: -24845624.000000 Penalty: 5992.104492
	Iteration 36Q: 3 clusters Score -2.484562e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89034 members 
Mstep: Class 2 contains 87427 members 
Entering Unmasked Estep 
Score: -24845858.000000 Penalty: 5992.104492
	Iteration 37Q: 3 clusters Score -2.484586e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90108 members 
Mstep: Class 2 contains 86353 members 
Entering Unmasked Estep 
Score: -24846092.000000 Penalty: 5992.104492
	Iteration 38Q: 3 clusters Score -2.484609e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91086 members 
Mstep: Class 2 contains 85375 members 
Entering Unmasked Estep 
Score: -24846294.000000 Penalty: 5992.104492
	Iteration 39Q: 3 clusters Score -2.484629e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91936 members 
Mstep: Class 2 contains 84525 members 
Entering Unmasked Estep 
Score: -24846586.000000 Penalty: 5992.104492
	Iteration 40F: 3 clusters Score -2.484659e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92744 members 
Mstep: Class 2 contains 83717 members 
Entering Unmasked Estep 
Score: -24846668.000000 Penalty: 5992.104492
	Iteration 41Q: 3 clusters Score -2.484667e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93514 members 
Mstep: Class 2 contains 82947 members 
Entering Unmasked Estep 
Score: -24846824.000000 Penalty: 5992.104492
	Iteration 42Q: 3 clusters Score -2.484682e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94240 members 
Mstep: Class 2 contains 82221 members 
Entering Unmasked Estep 
Score: -24846930.000000 Penalty: 5992.104492
	Iteration 43Q: 3 clusters Score -2.484693e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94958 members 
Mstep: Class 2 contains 81503 members 
Entering Unmasked Estep 
Score: -24847022.000000 Penalty: 5992.104492
	Iteration 44Q: 3 clusters Score -2.484702e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95602 members 
Mstep: Class 2 contains 80859 members 
Entering Unmasked Estep 
Score: -24847170.000000 Penalty: 5992.104492
	Iteration 45Q: 3 clusters Score -2.484717e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96207 members 
Mstep: Class 2 contains 80254 members 
Entering Unmasked Estep 
Score: -24847362.000000 Penalty: 5992.104492
	Iteration 46Q: 3 clusters Score -2.484736e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96760 members 
Mstep: Class 2 contains 79701 members 
Entering Unmasked Estep 
Score: -24847414.000000 Penalty: 5992.104492
	Iteration 47Q: 3 clusters Score -2.484741e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97280 members 
Mstep: Class 2 contains 79181 members 
Entering Unmasked Estep 
Score: -24847490.000000 Penalty: 5992.104492
	Iteration 48Q: 3 clusters Score -2.484749e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97717 members 
Mstep: Class 2 contains 78744 members 
Entering Unmasked Estep 
Score: -24847484.000000 Penalty: 5992.104492
	Iteration 49Q: 3 clusters Score -2.484748e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98131 members 
Mstep: Class 2 contains 78330 members 
Entering Unmasked Estep 
Score: -24847504.000000 Penalty: 5992.104492
	Iteration 50Q: 3 clusters Score -2.48475e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98608 members 
Mstep: Class 2 contains 77853 members 
Entering Unmasked Estep 
Score: -24847560.000000 Penalty: 5992.104492
	Iteration 51Q: 3 clusters Score -2.484756e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99029 members 
Mstep: Class 2 contains 77432 members 
Entering Unmasked Estep 
Score: -24847460.000000 Penalty: 5992.104492
	Iteration 52Q: 3 clusters Score -2.484746e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99444 members 
Mstep: Class 2 contains 77017 members 
Entering Unmasked Estep 
Score: -24847436.000000 Penalty: 5992.104492
	Iteration 53Q: 3 clusters Score -2.484744e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99831 members 
Mstep: Class 2 contains 76630 members 
Entering Unmasked Estep 
Score: -24847438.000000 Penalty: 5992.104492
	Iteration 54Q: 3 clusters Score -2.484744e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100202 members 
Mstep: Class 2 contains 76259 members 
Entering Unmasked Estep 
Score: -24847426.000000 Penalty: 5992.104492
	Iteration 55Q: 3 clusters Score -2.484743e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100541 members 
Mstep: Class 2 contains 75920 members 
Entering Unmasked Estep 
Score: -24847364.000000 Penalty: 5992.104492
	Iteration 56Q: 3 clusters Score -2.484736e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100883 members 
Mstep: Class 2 contains 75578 members 
Entering Unmasked Estep 
Score: -24847324.000000 Penalty: 5992.104492
	Iteration 57Q: 3 clusters Score -2.484732e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101207 members 
Mstep: Class 2 contains 75254 members 
Entering Unmasked Estep 
Score: -24847328.000000 Penalty: 5992.104492
	Iteration 58Q: 3 clusters Score -2.484733e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101495 members 
Mstep: Class 2 contains 74966 members 
Entering Unmasked Estep 
Score: -24847332.000000 Penalty: 5992.104492
	Iteration 59Q: 3 clusters Score -2.484733e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101797 members 
Mstep: Class 2 contains 74664 members 
Entering Unmasked Estep 
Score: -24847336.000000 Penalty: 5992.104492
	Iteration 60F: 3 clusters Score -2.484734e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102086 members 
Mstep: Class 2 contains 74375 members 
Entering Unmasked Estep 
Score: -24847268.000000 Penalty: 5992.104492
	Iteration 61Q: 3 clusters Score -2.484727e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102353 members 
Mstep: Class 2 contains 74108 members 
Entering Unmasked Estep 
Score: -24847260.000000 Penalty: 5992.104492
	Iteration 62Q: 3 clusters Score -2.484726e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102627 members 
Mstep: Class 2 contains 73834 members 
Entering Unmasked Estep 
Score: -24847198.000000 Penalty: 5992.104492
	Iteration 63Q: 3 clusters Score -2.48472e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102890 members 
Mstep: Class 2 contains 73571 members 
Entering Unmasked Estep 
Score: -24847170.000000 Penalty: 5992.104492
	Iteration 64Q: 3 clusters Score -2.484717e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103127 members 
Mstep: Class 2 contains 73334 members 
Entering Unmasked Estep 
Score: -24847146.000000 Penalty: 5992.104492
	Iteration 65Q: 3 clusters Score -2.484715e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103366 members 
Mstep: Class 2 contains 73095 members 
Entering Unmasked Estep 
Score: -24847146.000000 Penalty: 5992.104492
	Iteration 66Q: 3 clusters Score -2.484715e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103577 members 
Mstep: Class 2 contains 72884 members 
Entering Unmasked Estep 
Score: -24847206.000000 Penalty: 5992.104492
	Iteration 67Q: 3 clusters Score -2.484721e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103780 members 
Mstep: Class 2 contains 72681 members 
Entering Unmasked Estep 
Score: -24847216.000000 Penalty: 5992.104492
	Iteration 68Q: 3 clusters Score -2.484722e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103982 members 
Mstep: Class 2 contains 72479 members 
Entering Unmasked Estep 
Score: -24847214.000000 Penalty: 5992.104492
	Iteration 69Q: 3 clusters Score -2.484721e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104173 members 
Mstep: Class 2 contains 72288 members 
Entering Unmasked Estep 
Score: -24847174.000000 Penalty: 5992.104492
	Iteration 70Q: 3 clusters Score -2.484717e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104354 members 
Mstep: Class 2 contains 72107 members 
Entering Unmasked Estep 
Score: -24847172.000000 Penalty: 5992.104492
	Iteration 71Q: 3 clusters Score -2.484717e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104520 members 
Mstep: Class 2 contains 71941 members 
Entering Unmasked Estep 
Score: -24847184.000000 Penalty: 5992.104492
	Iteration 72Q: 3 clusters Score -2.484718e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104675 members 
Mstep: Class 2 contains 71786 members 
Entering Unmasked Estep 
Score: -24847132.000000 Penalty: 5992.104492
	Iteration 73Q: 3 clusters Score -2.484713e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104820 members 
Mstep: Class 2 contains 71641 members 
Entering Unmasked Estep 
Score: -24847140.000000 Penalty: 5992.104492
	Iteration 74Q: 3 clusters Score -2.484714e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104970 members 
Mstep: Class 2 contains 71491 members 
Entering Unmasked Estep 
Score: -24847126.000000 Penalty: 5992.104492
	Iteration 75Q: 3 clusters Score -2.484713e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105123 members 
Mstep: Class 2 contains 71338 members 
Entering Unmasked Estep 
Score: -24847102.000000 Penalty: 5992.104492
	Iteration 76Q: 3 clusters Score -2.48471e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105261 members 
Mstep: Class 2 contains 71200 members 
Entering Unmasked Estep 
Score: -24847096.000000 Penalty: 5992.104492
	Iteration 77Q: 3 clusters Score -2.48471e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105403 members 
Mstep: Class 2 contains 71058 members 
Entering Unmasked Estep 
Score: -24847160.000000 Penalty: 5992.104492
	Iteration 78Q: 3 clusters Score -2.484716e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105549 members 
Mstep: Class 2 contains 70912 members 
Entering Unmasked Estep 
Score: -24847156.000000 Penalty: 5992.104492
	Iteration 79Q: 3 clusters Score -2.484716e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105671 members 
Mstep: Class 2 contains 70790 members 
Entering Unmasked Estep 
Score: -24847186.000000 Penalty: 5992.104492
	Iteration 80F: 3 clusters Score -2.484719e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105795 members 
Mstep: Class 2 contains 70666 members 
Entering Unmasked Estep 
Score: -24847182.000000 Penalty: 5992.104492
	Iteration 81Q: 3 clusters Score -2.484718e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105916 members 
Mstep: Class 2 contains 70545 members 
Entering Unmasked Estep 
Score: -24847164.000000 Penalty: 5992.104492
	Iteration 82Q: 3 clusters Score -2.484716e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106049 members 
Mstep: Class 2 contains 70412 members 
Entering Unmasked Estep 
Score: -24847146.000000 Penalty: 5992.104492
	Iteration 83Q: 3 clusters Score -2.484715e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106157 members 
Mstep: Class 2 contains 70304 members 
Entering Unmasked Estep 
Score: -24847104.000000 Penalty: 5992.104492
	Iteration 84Q: 3 clusters Score -2.48471e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106273 members 
Mstep: Class 2 contains 70188 members 
Entering Unmasked Estep 
Score: -24847102.000000 Penalty: 5992.104492
	Iteration 85Q: 3 clusters Score -2.48471e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106381 members 
Mstep: Class 2 contains 70080 members 
Entering Unmasked Estep 
Score: -24847102.000000 Penalty: 5992.104492
	Iteration 86Q: 3 clusters Score -2.48471e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106494 members 
Mstep: Class 2 contains 69967 members 
Entering Unmasked Estep 
Score: -24847110.000000 Penalty: 5992.104492
	Iteration 87Q: 3 clusters Score -2.484711e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106610 members 
Mstep: Class 2 contains 69851 members 
Entering Unmasked Estep 
Score: -24847136.000000 Penalty: 5992.104492
	Iteration 88Q: 3 clusters Score -2.484714e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106713 members 
Mstep: Class 2 contains 69748 members 
Entering Unmasked Estep 
Score: -24847118.000000 Penalty: 5992.104492
	Iteration 89Q: 3 clusters Score -2.484712e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106822 members 
Mstep: Class 2 contains 69639 members 
Entering Unmasked Estep 
Score: -24847110.000000 Penalty: 5992.104492
	Iteration 90Q: 3 clusters Score -2.484711e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106939 members 
Mstep: Class 2 contains 69522 members 
Entering Unmasked Estep 
Score: -24847148.000000 Penalty: 5992.104492
	Iteration 91Q: 3 clusters Score -2.484715e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107054 members 
Mstep: Class 2 contains 69407 members 
Entering Unmasked Estep 
Score: -24847154.000000 Penalty: 5992.104492
	Iteration 92Q: 3 clusters Score -2.484715e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107158 members 
Mstep: Class 2 contains 69303 members 
Entering Unmasked Estep 
Score: -24847150.000000 Penalty: 5992.104492
	Iteration 93Q: 3 clusters Score -2.484715e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107261 members 
Mstep: Class 2 contains 69200 members 
Entering Unmasked Estep 
Score: -24847154.000000 Penalty: 5992.104492
	Iteration 94Q: 3 clusters Score -2.484715e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107370 members 
Mstep: Class 2 contains 69091 members 
Entering Unmasked Estep 
Score: -24847130.000000 Penalty: 5992.104492
	Iteration 95Q: 3 clusters Score -2.484713e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107463 members 
Mstep: Class 2 contains 68998 members 
Entering Unmasked Estep 
Score: -24847096.000000 Penalty: 5992.104492
	Iteration 96Q: 3 clusters Score -2.48471e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107538 members 
Mstep: Class 2 contains 68923 members 
Entering Unmasked Estep 
Score: -24847132.000000 Penalty: 5992.104492
	Iteration 97Q: 3 clusters Score -2.484713e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107639 members 
Mstep: Class 2 contains 68822 members 
Entering Unmasked Estep 
Score: -24847122.000000 Penalty: 5992.104492
	Iteration 98Q: 3 clusters Score -2.484712e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107757 members 
Mstep: Class 2 contains 68704 members 
Entering Unmasked Estep 
Score: -24847074.000000 Penalty: 5992.104492
	Iteration 99Q: 3 clusters Score -2.484707e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107883 members 
Mstep: Class 2 contains 68578 members 
Entering Unmasked Estep 
Score: -24847064.000000 Penalty: 5992.104492
	Iteration 100F: 3 clusters Score -2.484706e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108027 members 
Mstep: Class 2 contains 68434 members 
Entering Unmasked Estep 
Score: -24847024.000000 Penalty: 5992.104492
	Iteration 101Q: 3 clusters Score -2.484702e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108163 members 
Mstep: Class 2 contains 68298 members 
Entering Unmasked Estep 
Score: -24846992.000000 Penalty: 5992.104492
	Iteration 102Q: 3 clusters Score -2.484699e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108302 members 
Mstep: Class 2 contains 68159 members 
Entering Unmasked Estep 
Score: -24846950.000000 Penalty: 5992.104492
	Iteration 103Q: 3 clusters Score -2.484695e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108434 members 
Mstep: Class 2 contains 68027 members 
Entering Unmasked Estep 
Score: -24846904.000000 Penalty: 5992.104492
	Iteration 104Q: 3 clusters Score -2.48469e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108574 members 
Mstep: Class 2 contains 67887 members 
Entering Unmasked Estep 
Score: -24846926.000000 Penalty: 5992.104492
	Iteration 105Q: 3 clusters Score -2.484693e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108712 members 
Mstep: Class 2 contains 67749 members 
Entering Unmasked Estep 
Score: -24846952.000000 Penalty: 5992.104492
	Iteration 106Q: 3 clusters Score -2.484695e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108851 members 
Mstep: Class 2 contains 67610 members 
Entering Unmasked Estep 
Score: -24846948.000000 Penalty: 5992.104492
	Iteration 107Q: 3 clusters Score -2.484695e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108990 members 
Mstep: Class 2 contains 67471 members 
Entering Unmasked Estep 
Score: -24846948.000000 Penalty: 5992.104492
	Iteration 108Q: 3 clusters Score -2.484695e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109139 members 
Mstep: Class 2 contains 67322 members 
Entering Unmasked Estep 
Score: -24846952.000000 Penalty: 5992.104492
	Iteration 109Q: 3 clusters Score -2.484695e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109289 members 
Mstep: Class 2 contains 67172 members 
Entering Unmasked Estep 
Score: -24846960.000000 Penalty: 5992.104492
	Iteration 110Q: 3 clusters Score -2.484696e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109451 members 
Mstep: Class 2 contains 67010 members 
Entering Unmasked Estep 
Score: -24846916.000000 Penalty: 5992.104492
	Iteration 111Q: 3 clusters Score -2.484692e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109599 members 
Mstep: Class 2 contains 66862 members 
Entering Unmasked Estep 
Score: -24846900.000000 Penalty: 5992.104492
	Iteration 112Q: 3 clusters Score -2.48469e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109749 members 
Mstep: Class 2 contains 66712 members 
Entering Unmasked Estep 
Score: -24846910.000000 Penalty: 5992.104492
	Iteration 113Q: 3 clusters Score -2.484691e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109890 members 
Mstep: Class 2 contains 66571 members 
Entering Unmasked Estep 
Score: -24847006.000000 Penalty: 5992.104492
	Iteration 114Q: 3 clusters Score -2.484701e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110016 members 
Mstep: Class 2 contains 66445 members 
Entering Unmasked Estep 
Score: -24846932.000000 Penalty: 5992.104492
	Iteration 115Q: 3 clusters Score -2.484693e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110153 members 
Mstep: Class 2 contains 66308 members 
Entering Unmasked Estep 
Score: -24846928.000000 Penalty: 5992.104492
	Iteration 116Q: 3 clusters Score -2.484693e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110257 members 
Mstep: Class 2 contains 66204 members 
Entering Unmasked Estep 
Score: -24846968.000000 Penalty: 5992.104492
	Iteration 117Q: 3 clusters Score -2.484697e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110389 members 
Mstep: Class 2 contains 66072 members 
Entering Unmasked Estep 
Score: -24846942.000000 Penalty: 5992.104492
	Iteration 118Q: 3 clusters Score -2.484694e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110524 members 
Mstep: Class 2 contains 65937 members 
Entering Unmasked Estep 
Score: -24846926.000000 Penalty: 5992.104492
	Iteration 119Q: 3 clusters Score -2.484693e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110672 members 
Mstep: Class 2 contains 65789 members 
Entering Unmasked Estep 
Score: -24846948.000000 Penalty: 5992.104492
	Iteration 120F: 3 clusters Score -2.484695e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110844 members 
Mstep: Class 2 contains 65617 members 
Entering Unmasked Estep 
Score: -24846944.000000 Penalty: 5992.104492
	Iteration 121Q: 3 clusters Score -2.484694e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111010 members 
Mstep: Class 2 contains 65451 members 
Entering Unmasked Estep 
Score: -24846966.000000 Penalty: 5992.104492
	Iteration 122Q: 3 clusters Score -2.484697e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111171 members 
Mstep: Class 2 contains 65290 members 
Entering Unmasked Estep 
Score: -24846952.000000 Penalty: 5992.104492
	Iteration 123Q: 3 clusters Score -2.484695e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111321 members 
Mstep: Class 2 contains 65140 members 
Entering Unmasked Estep 
Score: -24846910.000000 Penalty: 5992.104492
	Iteration 124Q: 3 clusters Score -2.484691e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111482 members 
Mstep: Class 2 contains 64979 members 
Entering Unmasked Estep 
Score: -24846952.000000 Penalty: 5992.104492
	Iteration 125Q: 3 clusters Score -2.484695e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111658 members 
Mstep: Class 2 contains 64803 members 
Entering Unmasked Estep 
Score: -24846918.000000 Penalty: 5992.104492
	Iteration 126Q: 3 clusters Score -2.484692e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111820 members 
Mstep: Class 2 contains 64641 members 
Entering Unmasked Estep 
Score: -24846914.000000 Penalty: 5992.104492
	Iteration 127Q: 3 clusters Score -2.484691e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111989 members 
Mstep: Class 2 contains 64472 members 
Entering Unmasked Estep 
Score: -24846932.000000 Penalty: 5992.104492
	Iteration 128Q: 3 clusters Score -2.484693e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112160 members 
Mstep: Class 2 contains 64301 members 
Entering Unmasked Estep 
Score: -24846948.000000 Penalty: 5992.104492
	Iteration 129Q: 3 clusters Score -2.484695e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112344 members 
Mstep: Class 2 contains 64117 members 
Entering Unmasked Estep 
Score: -24846914.000000 Penalty: 5992.104492
	Iteration 130Q: 3 clusters Score -2.484691e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112491 members 
Mstep: Class 2 contains 63970 members 
Entering Unmasked Estep 
Score: -24846930.000000 Penalty: 5992.104492
	Iteration 131Q: 3 clusters Score -2.484693e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112633 members 
Mstep: Class 2 contains 63828 members 
Entering Unmasked Estep 
Score: -24846918.000000 Penalty: 5992.104492
	Iteration 132Q: 3 clusters Score -2.484692e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112781 members 
Mstep: Class 2 contains 63680 members 
Entering Unmasked Estep 
Score: -24846874.000000 Penalty: 5992.104492
	Iteration 133Q: 3 clusters Score -2.484687e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112943 members 
Mstep: Class 2 contains 63518 members 
Entering Unmasked Estep 
Score: -24846812.000000 Penalty: 5992.104492
	Iteration 134Q: 3 clusters Score -2.484681e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113098 members 
Mstep: Class 2 contains 63363 members 
Entering Unmasked Estep 
Score: -24846774.000000 Penalty: 5992.104492
	Iteration 135Q: 3 clusters Score -2.484677e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113232 members 
Mstep: Class 2 contains 63229 members 
Entering Unmasked Estep 
Score: -24846764.000000 Penalty: 5992.104492
	Iteration 136Q: 3 clusters Score -2.484676e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113350 members 
Mstep: Class 2 contains 63111 members 
Entering Unmasked Estep 
Score: -24846770.000000 Penalty: 5992.104492
	Iteration 137Q: 3 clusters Score -2.484677e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113465 members 
Mstep: Class 2 contains 62996 members 
Entering Unmasked Estep 
Score: -24846740.000000 Penalty: 5992.104492
	Iteration 138Q: 3 clusters Score -2.484674e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113599 members 
Mstep: Class 2 contains 62862 members 
Entering Unmasked Estep 
Score: -24846730.000000 Penalty: 5992.104492
	Iteration 139Q: 3 clusters Score -2.484673e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113738 members 
Mstep: Class 2 contains 62723 members 
Entering Unmasked Estep 
Score: -24846684.000000 Penalty: 5992.104492
	Iteration 140F: 3 clusters Score -2.484668e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113876 members 
Mstep: Class 2 contains 62585 members 
Entering Unmasked Estep 
Score: -24846638.000000 Penalty: 5992.104492
	Iteration 141Q: 3 clusters Score -2.484664e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114029 members 
Mstep: Class 2 contains 62432 members 
Entering Unmasked Estep 
Score: -24846604.000000 Penalty: 5992.104492
	Iteration 142Q: 3 clusters Score -2.48466e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114179 members 
Mstep: Class 2 contains 62282 members 
Entering Unmasked Estep 
Score: -24846630.000000 Penalty: 5992.104492
	Iteration 143Q: 3 clusters Score -2.484663e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114324 members 
Mstep: Class 2 contains 62137 members 
Entering Unmasked Estep 
Score: -24846634.000000 Penalty: 5992.104492
	Iteration 144Q: 3 clusters Score -2.484663e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114438 members 
Mstep: Class 2 contains 62023 members 
Entering Unmasked Estep 
Score: -24846652.000000 Penalty: 5992.104492
	Iteration 145Q: 3 clusters Score -2.484665e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114549 members 
Mstep: Class 2 contains 61912 members 
Entering Unmasked Estep 
Score: -24846634.000000 Penalty: 5992.104492
	Iteration 146Q: 3 clusters Score -2.484663e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114675 members 
Mstep: Class 2 contains 61786 members 
Entering Unmasked Estep 
Score: -24846662.000000 Penalty: 5992.104492
	Iteration 147Q: 3 clusters Score -2.484666e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114812 members 
Mstep: Class 2 contains 61649 members 
Entering Unmasked Estep 
Score: -24846614.000000 Penalty: 5992.104492
	Iteration 148Q: 3 clusters Score -2.484661e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114944 members 
Mstep: Class 2 contains 61517 members 
Entering Unmasked Estep 
Score: -24846566.000000 Penalty: 5992.104492
	Iteration 149Q: 3 clusters Score -2.484657e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115090 members 
Mstep: Class 2 contains 61371 members 
Entering Unmasked Estep 
Score: -24846504.000000 Penalty: 5992.104492
	Iteration 150Q: 3 clusters Score -2.48465e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115229 members 
Mstep: Class 2 contains 61232 members 
Entering Unmasked Estep 
Score: -24846504.000000 Penalty: 5992.104492
	Iteration 151Q: 3 clusters Score -2.48465e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115339 members 
Mstep: Class 2 contains 61122 members 
Entering Unmasked Estep 
Score: -24846520.000000 Penalty: 5992.104492
	Iteration 152Q: 3 clusters Score -2.484652e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115436 members 
Mstep: Class 2 contains 61025 members 
Entering Unmasked Estep 
Score: -24846484.000000 Penalty: 5992.104492
	Iteration 153Q: 3 clusters Score -2.484648e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115534 members 
Mstep: Class 2 contains 60927 members 
Entering Unmasked Estep 
Score: -24846496.000000 Penalty: 5992.104492
	Iteration 154Q: 3 clusters Score -2.48465e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115630 members 
Mstep: Class 2 contains 60831 members 
Entering Unmasked Estep 
Score: -24846504.000000 Penalty: 5992.104492
	Iteration 155Q: 3 clusters Score -2.48465e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115738 members 
Mstep: Class 2 contains 60723 members 
Entering Unmasked Estep 
Score: -24846484.000000 Penalty: 5992.104492
	Iteration 156Q: 3 clusters Score -2.484648e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115828 members 
Mstep: Class 2 contains 60633 members 
Entering Unmasked Estep 
Score: -24846484.000000 Penalty: 5992.104492
	Iteration 157Q: 3 clusters Score -2.484648e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115917 members 
Mstep: Class 2 contains 60544 members 
Entering Unmasked Estep 
Score: -24846484.000000 Penalty: 5992.104492
	Iteration 158Q: 3 clusters Score -2.484648e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116000 members 
Mstep: Class 2 contains 60461 members 
Entering Unmasked Estep 
Score: -24846476.000000 Penalty: 5992.104492
	Iteration 159Q: 3 clusters Score -2.484648e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116082 members 
Mstep: Class 2 contains 60379 members 
Entering Unmasked Estep 
Score: -24846492.000000 Penalty: 5992.104492
	Iteration 160F: 3 clusters Score -2.484649e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116174 members 
Mstep: Class 2 contains 60287 members 
Entering Unmasked Estep 
Score: -24846470.000000 Penalty: 5992.104492
	Iteration 161Q: 3 clusters Score -2.484647e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116258 members 
Mstep: Class 2 contains 60203 members 
Entering Unmasked Estep 
Score: -24846460.000000 Penalty: 5992.104492
	Iteration 162Q: 3 clusters Score -2.484646e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116344 members 
Mstep: Class 2 contains 60117 members 
Entering Unmasked Estep 
Score: -24846474.000000 Penalty: 5992.104492
	Iteration 163Q: 3 clusters Score -2.484647e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116433 members 
Mstep: Class 2 contains 60028 members 
Entering Unmasked Estep 
Score: -24846428.000000 Penalty: 5992.104492
	Iteration 164Q: 3 clusters Score -2.484643e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116526 members 
Mstep: Class 2 contains 59935 members 
Entering Unmasked Estep 
Score: -24846388.000000 Penalty: 5992.104492
	Iteration 165Q: 3 clusters Score -2.484639e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116634 members 
Mstep: Class 2 contains 59827 members 
Entering Unmasked Estep 
Score: -24846388.000000 Penalty: 5992.104492
	Iteration 166Q: 3 clusters Score -2.484639e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116728 members 
Mstep: Class 2 contains 59733 members 
Entering Unmasked Estep 
Score: -24846432.000000 Penalty: 5992.104492
	Iteration 167Q: 3 clusters Score -2.484643e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116821 members 
Mstep: Class 2 contains 59640 members 
Entering Unmasked Estep 
Score: -24846424.000000 Penalty: 5992.104492
	Iteration 168Q: 3 clusters Score -2.484642e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116929 members 
Mstep: Class 2 contains 59532 members 
Entering Unmasked Estep 
Score: -24846416.000000 Penalty: 5992.104492
	Iteration 169Q: 3 clusters Score -2.484642e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117056 members 
Mstep: Class 2 contains 59405 members 
Entering Unmasked Estep 
Score: -24846344.000000 Penalty: 5992.104492
	Iteration 170Q: 3 clusters Score -2.484634e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117168 members 
Mstep: Class 2 contains 59293 members 
Entering Unmasked Estep 
Score: -24846348.000000 Penalty: 5992.104492
	Iteration 171Q: 3 clusters Score -2.484635e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117284 members 
Mstep: Class 2 contains 59177 members 
Entering Unmasked Estep 
Score: -24846352.000000 Penalty: 5992.104492
	Iteration 172Q: 3 clusters Score -2.484635e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117371 members 
Mstep: Class 2 contains 59090 members 
Entering Unmasked Estep 
Score: -24846378.000000 Penalty: 5992.104492
	Iteration 173Q: 3 clusters Score -2.484638e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117442 members 
Mstep: Class 2 contains 59019 members 
Entering Unmasked Estep 
Score: -24846366.000000 Penalty: 5992.104492
	Iteration 174Q: 3 clusters Score -2.484637e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117509 members 
Mstep: Class 2 contains 58952 members 
Entering Unmasked Estep 
Score: -24846398.000000 Penalty: 5992.104492
	Iteration 175Q: 3 clusters Score -2.48464e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117557 members 
Mstep: Class 2 contains 58904 members 
Entering Unmasked Estep 
Score: -24846364.000000 Penalty: 5992.104492
	Iteration 176Q: 3 clusters Score -2.484636e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117607 members 
Mstep: Class 2 contains 58854 members 
Entering Unmasked Estep 
Score: -24846382.000000 Penalty: 5992.104492
	Iteration 177Q: 3 clusters Score -2.484638e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117658 members 
Mstep: Class 2 contains 58803 members 
Entering Unmasked Estep 
Score: -24846392.000000 Penalty: 5992.104492
	Iteration 178Q: 3 clusters Score -2.484639e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117709 members 
Mstep: Class 2 contains 58752 members 
Entering Unmasked Estep 
Score: -24846392.000000 Penalty: 5992.104492
	Iteration 179Q: 3 clusters Score -2.484639e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117756 members 
Mstep: Class 2 contains 58705 members 
Entering Unmasked Estep 
Score: -24846370.000000 Penalty: 5992.104492
	Iteration 180F: 3 clusters Score -2.484637e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117801 members 
Mstep: Class 2 contains 58660 members 
Entering Unmasked Estep 
Score: -24846358.000000 Penalty: 5992.104492
	Iteration 181Q: 3 clusters Score -2.484636e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117858 members 
Mstep: Class 2 contains 58603 members 
Entering Unmasked Estep 
Score: -24846386.000000 Penalty: 5992.104492
	Iteration 182Q: 3 clusters Score -2.484639e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117911 members 
Mstep: Class 2 contains 58550 members 
Entering Unmasked Estep 
Score: -24846396.000000 Penalty: 5992.104492
	Iteration 183Q: 3 clusters Score -2.48464e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117966 members 
Mstep: Class 2 contains 58495 members 
Entering Unmasked Estep 
Score: -24846396.000000 Penalty: 5992.104492
	Iteration 184Q: 3 clusters Score -2.48464e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118016 members 
Mstep: Class 2 contains 58445 members 
Entering Unmasked Estep 
Score: -24846394.000000 Penalty: 5992.104492
	Iteration 185Q: 3 clusters Score -2.484639e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118060 members 
Mstep: Class 2 contains 58401 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -2.484639e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118103 members 
Mstep: Class 2 contains 58358 members 
Entering Unmasked Estep 
Score: -24846398.000000 Penalty: 5992.104492
	Iteration 187Q: 3 clusters Score -2.48464e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118148 members 
Mstep: Class 2 contains 58313 members 
Entering Unmasked Estep 
Score: -24846416.000000 Penalty: 5992.104492
	Iteration 188Q: 3 clusters Score -2.484642e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118200 members 
Mstep: Class 2 contains 58261 members 
Entering Unmasked Estep 
Score: -24846402.000000 Penalty: 5992.104492
	Iteration 189Q: 3 clusters Score -2.48464e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118248 members 
Mstep: Class 2 contains 58213 members 
Entering Unmasked Estep 
Score: -24846406.000000 Penalty: 5992.104492
	Iteration 190Q: 3 clusters Score -2.484641e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118295 members 
Mstep: Class 2 contains 58166 members 
Entering Unmasked Estep 
Score: -24846410.000000 Penalty: 5992.104492
	Iteration 191Q: 3 clusters Score -2.484641e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118346 members 
Mstep: Class 2 contains 58115 members 
Entering Unmasked Estep 
Score: -24846394.000000 Penalty: 5992.104492
	Iteration 192Q: 3 clusters Score -2.484639e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118399 members 
Mstep: Class 2 contains 58062 members 
Entering Unmasked Estep 
Score: -24846424.000000 Penalty: 5992.104492
	Iteration 193Q: 3 clusters Score -2.484642e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118441 members 
Mstep: Class 2 contains 58020 members 
Entering Unmasked Estep 
Score: -24846442.000000 Penalty: 5992.104492
	Iteration 194Q: 3 clusters Score -2.484644e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118480 members 
Mstep: Class 2 contains 57981 members 
Entering Unmasked Estep 
Score: -24846436.000000 Penalty: 5992.104492
	Iteration 195Q: 3 clusters Score -2.484644e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118523 members 
Mstep: Class 2 contains 57938 members 
Entering Unmasked Estep 
Score: -24846454.000000 Penalty: 5992.104492
	Iteration 196Q: 3 clusters Score -2.484645e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118569 members 
Mstep: Class 2 contains 57892 members 
Entering Unmasked Estep 
Score: -24846444.000000 Penalty: 5992.104492
	Iteration 197Q: 3 clusters Score -2.484644e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118605 members 
Mstep: Class 2 contains 57856 members 
Entering Unmasked Estep 
Score: -24846442.000000 Penalty: 5992.104492
	Iteration 198Q: 3 clusters Score -2.484644e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118647 members 
Mstep: Class 2 contains 57814 members 
Entering Unmasked Estep 
Score: -24846412.000000 Penalty: 5992.104492
	Iteration 199Q: 3 clusters Score -2.484641e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118690 members 
Mstep: Class 2 contains 57771 members 
Entering Unmasked Estep 
Score: -24846394.000000 Penalty: 5992.104492
	Iteration 200F: 3 clusters Score -2.484639e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118730 members 
Mstep: Class 2 contains 57731 members 
Entering Unmasked Estep 
Score: -24846408.000000 Penalty: 5992.104492
	Iteration 201Q: 3 clusters Score -2.484641e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118788 members 
Mstep: Class 2 contains 57673 members 
Entering Unmasked Estep 
Score: -24846402.000000 Penalty: 5992.104492
	Iteration 202Q: 3 clusters Score -2.48464e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118845 members 
Mstep: Class 2 contains 57616 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -2.484641e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118899 members 
Mstep: Class 2 contains 57562 members 
Entering Unmasked Estep 
Score: -24846408.000000 Penalty: 5992.104492
	Iteration 204Q: 3 clusters Score -2.484641e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118950 members 
Mstep: Class 2 contains 57511 members 
Entering Unmasked Estep 
Score: -24846426.000000 Penalty: 5992.104492
	Iteration 205Q: 3 clusters Score -2.484643e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119001 members 
Mstep: Class 2 contains 57460 members 
Entering Unmasked Estep 
Score: -24846468.000000 Penalty: 5992.104492
	Iteration 206Q: 3 clusters Score -2.484647e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119051 members 
Mstep: Class 2 contains 57410 members 
Entering Unmasked Estep 
Score: -24846488.000000 Penalty: 5992.104492
	Iteration 207Q: 3 clusters Score -2.484649e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119097 members 
Mstep: Class 2 contains 57364 members 
Entering Unmasked Estep 
Score: -24846452.000000 Penalty: 5992.104492
	Iteration 208Q: 3 clusters Score -2.484645e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119158 members 
Mstep: Class 2 contains 57303 members 
Entering Unmasked Estep 
Score: -24846456.000000 Penalty: 5992.104492
	Iteration 209Q: 3 clusters Score -2.484646e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119221 members 
Mstep: Class 2 contains 57240 members 
Entering Unmasked Estep 
Score: -24846444.000000 Penalty: 5992.104492
	Iteration 210Q: 3 clusters Score -2.484644e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119268 members 
Mstep: Class 2 contains 57193 members 
Entering Unmasked Estep 
Score: -24846414.000000 Penalty: 5992.104492
	Iteration 211Q: 3 clusters Score -2.484641e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119323 members 
Mstep: Class 2 contains 57138 members 
Entering Unmasked Estep 
Score: -24846458.000000 Penalty: 5992.104492
	Iteration 212Q: 3 clusters Score -2.484646e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119371 members 
Mstep: Class 2 contains 57090 members 
Entering Unmasked Estep 
Score: -24846424.000000 Penalty: 5992.104492
	Iteration 213Q: 3 clusters Score -2.484642e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119427 members 
Mstep: Class 2 contains 57034 members 
Entering Unmasked Estep 
Score: -24846420.000000 Penalty: 5992.104492
	Iteration 214Q: 3 clusters Score -2.484642e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119481 members 
Mstep: Class 2 contains 56980 members 
Entering Unmasked Estep 
Score: -24846396.000000 Penalty: 5992.104492
	Iteration 215Q: 3 clusters Score -2.48464e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119548 members 
Mstep: Class 2 contains 56913 members 
Entering Unmasked Estep 
Score: -24846418.000000 Penalty: 5992.104492
	Iteration 216Q: 3 clusters Score -2.484642e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119612 members 
Mstep: Class 2 contains 56849 members 
Entering Unmasked Estep 
Score: -24846388.000000 Penalty: 5992.104492
	Iteration 217Q: 3 clusters Score -2.484639e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119678 members 
Mstep: Class 2 contains 56783 members 
Entering Unmasked Estep 
Score: -24846420.000000 Penalty: 5992.104492
	Iteration 218Q: 3 clusters Score -2.484642e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119758 members 
Mstep: Class 2 contains 56703 members 
Entering Unmasked Estep 
Score: -24846394.000000 Penalty: 5992.104492
	Iteration 219Q: 3 clusters Score -2.484639e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119838 members 
Mstep: Class 2 contains 56623 members 
Entering Unmasked Estep 
Score: -24846374.000000 Penalty: 5992.104492
	Iteration 220F: 3 clusters Score -2.484637e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119924 members 
Mstep: Class 2 contains 56537 members 
Entering Unmasked Estep 
Score: -24846366.000000 Penalty: 5992.104492
	Iteration 221Q: 3 clusters Score -2.484637e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120014 members 
Mstep: Class 2 contains 56447 members 
Entering Unmasked Estep 
Score: -24846348.000000 Penalty: 5992.104492
	Iteration 222Q: 3 clusters Score -2.484635e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120112 members 
Mstep: Class 2 contains 56349 members 
Entering Unmasked Estep 
Score: -24846302.000000 Penalty: 5992.104492
	Iteration 223Q: 3 clusters Score -2.48463e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120197 members 
Mstep: Class 2 contains 56264 members 
Entering Unmasked Estep 
Score: -24846292.000000 Penalty: 5992.104492
	Iteration 224Q: 3 clusters Score -2.484629e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120284 members 
Mstep: Class 2 contains 56177 members 
Entering Unmasked Estep 
Score: -24846290.000000 Penalty: 5992.104492
	Iteration 225Q: 3 clusters Score -2.484629e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120359 members 
Mstep: Class 2 contains 56102 members 
Entering Unmasked Estep 
Score: -24846320.000000 Penalty: 5992.104492
	Iteration 226Q: 3 clusters Score -2.484632e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120424 members 
Mstep: Class 2 contains 56037 members 
Entering Unmasked Estep 
Score: -24846310.000000 Penalty: 5992.104492
	Iteration 227Q: 3 clusters Score -2.484631e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120482 members 
Mstep: Class 2 contains 55979 members 
Entering Unmasked Estep 
Score: -24846284.000000 Penalty: 5992.104492
	Iteration 228Q: 3 clusters Score -2.484628e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120540 members 
Mstep: Class 2 contains 55921 members 
Entering Unmasked Estep 
Score: -24846296.000000 Penalty: 5992.104492
	Iteration 229Q: 3 clusters Score -2.48463e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120590 members 
Mstep: Class 2 contains 55871 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -2.484629e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120645 members 
Mstep: Class 2 contains 55816 members 
Entering Unmasked Estep 
Score: -24846272.000000 Penalty: 5992.104492
	Iteration 231Q: 3 clusters Score -2.484627e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120704 members 
Mstep: Class 2 contains 55757 members 
Entering Unmasked Estep 
Score: -24846270.000000 Penalty: 5992.104492
	Iteration 232Q: 3 clusters Score -2.484627e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120773 members 
Mstep: Class 2 contains 55688 members 
Entering Unmasked Estep 
Score: -24846268.000000 Penalty: 5992.104492
	Iteration 233Q: 3 clusters Score -2.484627e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120857 members 
Mstep: Class 2 contains 55604 members 
Entering Unmasked Estep 
Score: -24846224.000000 Penalty: 5992.104492
	Iteration 234Q: 3 clusters Score -2.484622e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120929 members 
Mstep: Class 2 contains 55532 members 
Entering Unmasked Estep 
Score: -24846228.000000 Penalty: 5992.104492
	Iteration 235Q: 3 clusters Score -2.484623e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121000 members 
Mstep: Class 2 contains 55461 members 
Entering Unmasked Estep 
Score: -24846232.000000 Penalty: 5992.104492
	Iteration 236Q: 3 clusters Score -2.484623e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121066 members 
Mstep: Class 2 contains 55395 members 
Entering Unmasked Estep 
Score: -24846254.000000 Penalty: 5992.104492
	Iteration 237Q: 3 clusters Score -2.484625e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121142 members 
Mstep: Class 2 contains 55319 members 
Entering Unmasked Estep 
Score: -24846286.000000 Penalty: 5992.104492
	Iteration 238Q: 3 clusters Score -2.484629e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121212 members 
Mstep: Class 2 contains 55249 members 
Entering Unmasked Estep 
Score: -24846276.000000 Penalty: 5992.104492
	Iteration 239Q: 3 clusters Score -2.484628e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121284 members 
Mstep: Class 2 contains 55177 members 
Entering Unmasked Estep 
Score: -24846276.000000 Penalty: 5992.104492
	Iteration 240F: 3 clusters Score -2.484628e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121357 members 
Mstep: Class 2 contains 55104 members 
Entering Unmasked Estep 
Score: -24846288.000000 Penalty: 5992.104492
	Iteration 241Q: 3 clusters Score -2.484629e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121445 members 
Mstep: Class 2 contains 55016 members 
Entering Unmasked Estep 
Score: -24846266.000000 Penalty: 5992.104492
	Iteration 242Q: 3 clusters Score -2.484627e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121527 members 
Mstep: Class 2 contains 54934 members 
Entering Unmasked Estep 
Score: -24846294.000000 Penalty: 5992.104492
	Iteration 243Q: 3 clusters Score -2.484629e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121612 members 
Mstep: Class 2 contains 54849 members 
Entering Unmasked Estep 
Score: -24846272.000000 Penalty: 5992.104492
	Iteration 244Q: 3 clusters Score -2.484627e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121692 members 
Mstep: Class 2 contains 54769 members 
Entering Unmasked Estep 
Score: -24846276.000000 Penalty: 5992.104492
	Iteration 245Q: 3 clusters Score -2.484628e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121766 members 
Mstep: Class 2 contains 54695 members 
Entering Unmasked Estep 
Score: -24846248.000000 Penalty: 5992.104492
	Iteration 246Q: 3 clusters Score -2.484625e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121837 members 
Mstep: Class 2 contains 54624 members 
Entering Unmasked Estep 
Score: -24846258.000000 Penalty: 5992.104492
	Iteration 247Q: 3 clusters Score -2.484626e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121906 members 
Mstep: Class 2 contains 54555 members 
Entering Unmasked Estep 
Score: -24846278.000000 Penalty: 5992.104492
	Iteration 248Q: 3 clusters Score -2.484628e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122000 members 
Mstep: Class 2 contains 54461 members 
Entering Unmasked Estep 
Score: -24846314.000000 Penalty: 5992.104492
	Iteration 249Q: 3 clusters Score -2.484631e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122086 members 
Mstep: Class 2 contains 54375 members 
Entering Unmasked Estep 
Score: -24846330.000000 Penalty: 5992.104492
	Iteration 250Q: 3 clusters Score -2.484633e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122174 members 
Mstep: Class 2 contains 54287 members 
Entering Unmasked Estep 
Score: -24846342.000000 Penalty: 5992.104492
	Iteration 251Q: 3 clusters Score -2.484634e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122257 members 
Mstep: Class 2 contains 54204 members 
Entering Unmasked Estep 
Score: -24846342.000000 Penalty: 5992.104492
	Iteration 252Q: 3 clusters Score -2.484634e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122345 members 
Mstep: Class 2 contains 54116 members 
Entering Unmasked Estep 
Score: -24846296.000000 Penalty: 5992.104492
	Iteration 253Q: 3 clusters Score -2.48463e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122447 members 
Mstep: Class 2 contains 54014 members 
Entering Unmasked Estep 
Score: -24846288.000000 Penalty: 5992.104492
	Iteration 254Q: 3 clusters Score -2.484629e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122541 members 
Mstep: Class 2 contains 53920 members 
Entering Unmasked Estep 
Score: -24846228.000000 Penalty: 5992.104492
	Iteration 255Q: 3 clusters Score -2.484623e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122636 members 
Mstep: Class 2 contains 53825 members 
Entering Unmasked Estep 
Score: -24846224.000000 Penalty: 5992.104492
	Iteration 256Q: 3 clusters Score -2.484622e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122733 members 
Mstep: Class 2 contains 53728 members 
Entering Unmasked Estep 
Score: -24846196.000000 Penalty: 5992.104492
	Iteration 257Q: 3 clusters Score -2.48462e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122803 members 
Mstep: Class 2 contains 53658 members 
Entering Unmasked Estep 
Score: -24846158.000000 Penalty: 5992.104492
	Iteration 258Q: 3 clusters Score -2.484616e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122875 members 
Mstep: Class 2 contains 53586 members 
Entering Unmasked Estep 
Score: -24846146.000000 Penalty: 5992.104492
	Iteration 259Q: 3 clusters Score -2.484615e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122948 members 
Mstep: Class 2 contains 53513 members 
Entering Unmasked Estep 
Score: -24846136.000000 Penalty: 5992.104492
	Iteration 260F: 3 clusters Score -2.484614e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123040 members 
Mstep: Class 2 contains 53421 members 
Entering Unmasked Estep 
Score: -24846132.000000 Penalty: 5992.104492
	Iteration 261Q: 3 clusters Score -2.484613e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123132 members 
Mstep: Class 2 contains 53329 members 
Entering Unmasked Estep 
Score: -24846146.000000 Penalty: 5992.104492
	Iteration 262Q: 3 clusters Score -2.484615e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123206 members 
Mstep: Class 2 contains 53255 members 
Entering Unmasked Estep 
Score: -24846162.000000 Penalty: 5992.104492
	Iteration 263Q: 3 clusters Score -2.484616e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123266 members 
Mstep: Class 2 contains 53195 members 
Entering Unmasked Estep 
Score: -24846148.000000 Penalty: 5992.104492
	Iteration 264Q: 3 clusters Score -2.484615e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123312 members 
Mstep: Class 2 contains 53149 members 
Entering Unmasked Estep 
Score: -24846158.000000 Penalty: 5992.104492
	Iteration 265Q: 3 clusters Score -2.484616e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123350 members 
Mstep: Class 2 contains 53111 members 
Entering Unmasked Estep 
Score: -24846152.000000 Penalty: 5992.104492
	Iteration 266Q: 3 clusters Score -2.484615e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123388 members 
Mstep: Class 2 contains 53073 members 
Entering Unmasked Estep 
Score: -24846158.000000 Penalty: 5992.104492
	Iteration 267Q: 3 clusters Score -2.484616e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123428 members 
Mstep: Class 2 contains 53033 members 
Entering Unmasked Estep 
Score: -24846180.000000 Penalty: 5992.104492
	Iteration 268Q: 3 clusters Score -2.484618e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123456 members 
Mstep: Class 2 contains 53005 members 
Entering Unmasked Estep 
Score: -24846172.000000 Penalty: 5992.104492
	Iteration 269Q: 3 clusters Score -2.484617e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123484 members 
Mstep: Class 2 contains 52977 members 
Entering Unmasked Estep 
Score: -24846152.000000 Penalty: 5992.104492
	Iteration 270Q: 3 clusters Score -2.484615e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123524 members 
Mstep: Class 2 contains 52937 members 
Entering Unmasked Estep 
Score: -24846150.000000 Penalty: 5992.104492
	Iteration 271Q: 3 clusters Score -2.484615e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123564 members 
Mstep: Class 2 contains 52897 members 
Entering Unmasked Estep 
Score: -24846146.000000 Penalty: 5992.104492
	Iteration 272Q: 3 clusters Score -2.484615e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123606 members 
Mstep: Class 2 contains 52855 members 
Entering Unmasked Estep 
Score: -24846158.000000 Penalty: 5992.104492
	Iteration 273Q: 3 clusters Score -2.484616e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123644 members 
Mstep: Class 2 contains 52817 members 
Entering Unmasked Estep 
Score: -24846138.000000 Penalty: 5992.104492
	Iteration 274Q: 3 clusters Score -2.484614e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123685 members 
Mstep: Class 2 contains 52776 members 
Entering Unmasked Estep 
Score: -24846160.000000 Penalty: 5992.104492
	Iteration 275Q: 3 clusters Score -2.484616e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123735 members 
Mstep: Class 2 contains 52726 members 
Entering Unmasked Estep 
Score: -24846166.000000 Penalty: 5992.104492
	Iteration 276Q: 3 clusters Score -2.484617e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123805 members 
Mstep: Class 2 contains 52656 members 
Entering Unmasked Estep 
Score: -24846182.000000 Penalty: 5992.104492
	Iteration 277Q: 3 clusters Score -2.484618e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123872 members 
Mstep: Class 2 contains 52589 members 
Entering Unmasked Estep 
Score: -24846164.000000 Penalty: 5992.104492
	Iteration 278Q: 3 clusters Score -2.484616e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123950 members 
Mstep: Class 2 contains 52511 members 
Entering Unmasked Estep 
Score: -24846164.000000 Penalty: 5992.104492
	Iteration 279Q: 3 clusters Score -2.484616e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124034 members 
Mstep: Class 2 contains 52427 members 
Entering Unmasked Estep 
Score: -24846196.000000 Penalty: 5992.104492
	Iteration 280F: 3 clusters Score -2.48462e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124119 members 
Mstep: Class 2 contains 52342 members 
Entering Unmasked Estep 
Score: -24846180.000000 Penalty: 5992.104492
	Iteration 281Q: 3 clusters Score -2.484618e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124206 members 
Mstep: Class 2 contains 52255 members 
Entering Unmasked Estep 
Score: -24846190.000000 Penalty: 5992.104492
	Iteration 282Q: 3 clusters Score -2.484619e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124287 members 
Mstep: Class 2 contains 52174 members 
Entering Unmasked Estep 
Score: -24846196.000000 Penalty: 5992.104492
	Iteration 283Q: 3 clusters Score -2.48462e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124355 members 
Mstep: Class 2 contains 52106 members 
Entering Unmasked Estep 
Score: -24846196.000000 Penalty: 5992.104492
	Iteration 284Q: 3 clusters Score -2.48462e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124424 members 
Mstep: Class 2 contains 52037 members 
Entering Unmasked Estep 
Score: -24846220.000000 Penalty: 5992.104492
	Iteration 285Q: 3 clusters Score -2.484622e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124504 members 
Mstep: Class 2 contains 51957 members 
Entering Unmasked Estep 
Score: -24846226.000000 Penalty: 5992.104492
	Iteration 286Q: 3 clusters Score -2.484623e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124599 members 
Mstep: Class 2 contains 51862 members 
Entering Unmasked Estep 
Score: -24846238.000000 Penalty: 5992.104492
	Iteration 287Q: 3 clusters Score -2.484624e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124680 members 
Mstep: Class 2 contains 51781 members 
Entering Unmasked Estep 
Score: -24846208.000000 Penalty: 5992.104492
	Iteration 288Q: 3 clusters Score -2.484621e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124759 members 
Mstep: Class 2 contains 51702 members 
Entering Unmasked Estep 
Score: -24846204.000000 Penalty: 5992.104492
	Iteration 289Q: 3 clusters Score -2.48462e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124831 members 
Mstep: Class 2 contains 51630 members 
Entering Unmasked Estep 
Score: -24846194.000000 Penalty: 5992.104492
	Iteration 290Q: 3 clusters Score -2.484619e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124903 members 
Mstep: Class 2 contains 51558 members 
Entering Unmasked Estep 
Score: -24846184.000000 Penalty: 5992.104492
	Iteration 291Q: 3 clusters Score -2.484618e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124969 members 
Mstep: Class 2 contains 51492 members 
Entering Unmasked Estep 
Score: -24846188.000000 Penalty: 5992.104492
	Iteration 292Q: 3 clusters Score -2.484619e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125036 members 
Mstep: Class 2 contains 51425 members 
Entering Unmasked Estep 
Score: -24846174.000000 Penalty: 5992.104492
	Iteration 293Q: 3 clusters Score -2.484617e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125102 members 
Mstep: Class 2 contains 51359 members 
Entering Unmasked Estep 
Score: -24846156.000000 Penalty: 5992.104492
	Iteration 294Q: 3 clusters Score -2.484616e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125195 members 
Mstep: Class 2 contains 51266 members 
Entering Unmasked Estep 
Score: -24846170.000000 Penalty: 5992.104492
	Iteration 295Q: 3 clusters Score -2.484617e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125299 members 
Mstep: Class 2 contains 51162 members 
Entering Unmasked Estep 
Score: -24846178.000000 Penalty: 5992.104492
	Iteration 296Q: 3 clusters Score -2.484618e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125394 members 
Mstep: Class 2 contains 51067 members 
Entering Unmasked Estep 
Score: -24846188.000000 Penalty: 5992.104492
	Iteration 297Q: 3 clusters Score -2.484619e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125506 members 
Mstep: Class 2 contains 50955 members 
Entering Unmasked Estep 
Score: -24846188.000000 Penalty: 5992.104492
	Iteration 298Q: 3 clusters Score -2.484619e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125639 members 
Mstep: Class 2 contains 50822 members 
Entering Unmasked Estep 
Score: -24846194.000000 Penalty: 5992.104492
	Iteration 299Q: 3 clusters Score -2.484619e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125771 members 
Mstep: Class 2 contains 50690 members 
Entering Unmasked Estep 
Score: -24846190.000000 Penalty: 5992.104492
	Iteration 300F: 3 clusters Score -2.484619e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125903 members 
Mstep: Class 2 contains 50558 members 
Entering Unmasked Estep 
Score: -24846196.000000 Penalty: 5992.104492
	Iteration 301Q: 3 clusters Score -2.48462e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126030 members 
Mstep: Class 2 contains 50431 members 
Entering Unmasked Estep 
Score: -24846226.000000 Penalty: 5992.104492
	Iteration 302Q: 3 clusters Score -2.484623e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126167 members 
Mstep: Class 2 contains 50294 members 
Entering Unmasked Estep 
Score: -24846212.000000 Penalty: 5992.104492
	Iteration 303Q: 3 clusters Score -2.484621e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126302 members 
Mstep: Class 2 contains 50159 members 
Entering Unmasked Estep 
Score: -24846238.000000 Penalty: 5992.104492
	Iteration 304Q: 3 clusters Score -2.484624e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126437 members 
Mstep: Class 2 contains 50024 members 
Entering Unmasked Estep 
Score: -24846180.000000 Penalty: 5992.104492
	Iteration 305Q: 3 clusters Score -2.484618e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126585 members 
Mstep: Class 2 contains 49876 members 
Entering Unmasked Estep 
Score: -24846226.000000 Penalty: 5992.104492
	Iteration 306Q: 3 clusters Score -2.484623e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126727 members 
Mstep: Class 2 contains 49734 members 
Entering Unmasked Estep 
Score: -24846224.000000 Penalty: 5992.104492
	Iteration 307Q: 3 clusters Score -2.484622e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126899 members 
Mstep: Class 2 contains 49562 members 
Entering Unmasked Estep 
Score: -24846248.000000 Penalty: 5992.104492
	Iteration 308Q: 3 clusters Score -2.484625e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127066 members 
Mstep: Class 2 contains 49395 members 
Entering Unmasked Estep 
Score: -24846292.000000 Penalty: 5992.104492
	Iteration 309Q: 3 clusters Score -2.484629e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127227 members 
Mstep: Class 2 contains 49234 members 
Entering Unmasked Estep 
Score: -24846296.000000 Penalty: 5992.104492
	Iteration 310Q: 3 clusters Score -2.48463e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127408 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -24846270.000000 Penalty: 5992.104492
	Iteration 311Q: 3 clusters Score -2.484627e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127594 members 
Mstep: Class 2 contains 48867 members 
Entering Unmasked Estep 
Score: -24846234.000000 Penalty: 5992.104492
	Iteration 312Q: 3 clusters Score -2.484623e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127765 members 
Mstep: Class 2 contains 48696 members 
Entering Unmasked Estep 
Score: -24846292.000000 Penalty: 5992.104492
	Iteration 313Q: 3 clusters Score -2.484629e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127927 members 
Mstep: Class 2 contains 48534 members 
Entering Unmasked Estep 
Score: -24846342.000000 Penalty: 5992.104492
	Iteration 314Q: 3 clusters Score -2.484634e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128103 members 
Mstep: Class 2 contains 48358 members 
Entering Unmasked Estep 
Score: -24846338.000000 Penalty: 5992.104492
	Iteration 315Q: 3 clusters Score -2.484634e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128286 members 
Mstep: Class 2 contains 48175 members 
Entering Unmasked Estep 
Score: -24846398.000000 Penalty: 5992.104492
	Iteration 316Q: 3 clusters Score -2.48464e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128472 members 
Mstep: Class 2 contains 47989 members 
Entering Unmasked Estep 
Score: -24846414.000000 Penalty: 5992.104492
	Iteration 317Q: 3 clusters Score -2.484641e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128667 members 
Mstep: Class 2 contains 47794 members 
Entering Unmasked Estep 
Score: -24846422.000000 Penalty: 5992.104492
	Iteration 318Q: 3 clusters Score -2.484642e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128884 members 
Mstep: Class 2 contains 47577 members 
Entering Unmasked Estep 
Score: -24846456.000000 Penalty: 5992.104492
	Iteration 319Q: 3 clusters Score -2.484646e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129134 members 
Mstep: Class 2 contains 47327 members 
Entering Unmasked Estep 
Score: -24846500.000000 Penalty: 5992.104492
	Iteration 320F: 3 clusters Score -2.48465e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129397 members 
Mstep: Class 2 contains 47064 members 
Entering Unmasked Estep 
Score: -24846520.000000 Penalty: 5992.104492
	Iteration 321Q: 3 clusters Score -2.484652e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129663 members 
Mstep: Class 2 contains 46798 members 
Entering Unmasked Estep 
Score: -24846618.000000 Penalty: 5992.104492
	Iteration 322Q: 3 clusters Score -2.484662e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129944 members 
Mstep: Class 2 contains 46517 members 
Entering Unmasked Estep 
Score: -24846656.000000 Penalty: 5992.104492
	Iteration 323Q: 3 clusters Score -2.484666e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130234 members 
Mstep: Class 2 contains 46227 members 
Entering Unmasked Estep 
Score: -24846724.000000 Penalty: 5992.104492
	Iteration 324Q: 3 clusters Score -2.484672e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130551 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -24846738.000000 Penalty: 5992.104492
	Iteration 325Q: 3 clusters Score -2.484674e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130863 members 
Mstep: Class 2 contains 45598 members 
Entering Unmasked Estep 
Score: -24846774.000000 Penalty: 5992.104492
	Iteration 326Q: 3 clusters Score -2.484677e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131208 members 
Mstep: Class 2 contains 45253 members 
Entering Unmasked Estep 
Score: -24846770.000000 Penalty: 5992.104492
	Iteration 327Q: 3 clusters Score -2.484677e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131539 members 
Mstep: Class 2 contains 44922 members 
Entering Unmasked Estep 
Score: -24846778.000000 Penalty: 5992.104492
	Iteration 328Q: 3 clusters Score -2.484678e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131854 members 
Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
Score: -24846722.000000 Penalty: 5992.104492
	Iteration 329Q: 3 clusters Score -2.484672e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132166 members 
Mstep: Class 2 contains 44295 members 
Entering Unmasked Estep 
Score: -24846732.000000 Penalty: 5992.104492
	Iteration 330Q: 3 clusters Score -2.484673e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132464 members 
Mstep: Class 2 contains 43997 members 
Entering Unmasked Estep 
Score: -24846658.000000 Penalty: 5992.104492
	Iteration 331Q: 3 clusters Score -2.484666e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132748 members 
Mstep: Class 2 contains 43713 members 
Entering Unmasked Estep 
Score: -24846644.000000 Penalty: 5992.104492
	Iteration 332Q: 3 clusters Score -2.484664e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133020 members 
Mstep: Class 2 contains 43441 members 
Entering Unmasked Estep 
Score: -24846614.000000 Penalty: 5992.104492
	Iteration 333Q: 3 clusters Score -2.484661e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133280 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -24846668.000000 Penalty: 5992.104492
	Iteration 334Q: 3 clusters Score -2.484667e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133529 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -24846742.000000 Penalty: 5992.104492
	Iteration 335Q: 3 clusters Score -2.484674e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133795 members 
Mstep: Class 2 contains 42666 members 
Entering Unmasked Estep 
Score: -24846738.000000 Penalty: 5992.104492
	Iteration 336Q: 3 clusters Score -2.484674e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134050 members 
Mstep: Class 2 contains 42411 members 
Entering Unmasked Estep 
Score: -24846740.000000 Penalty: 5992.104492
	Iteration 337Q: 3 clusters Score -2.484674e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134299 members 
Mstep: Class 2 contains 42162 members 
Entering Unmasked Estep 
Score: -24846776.000000 Penalty: 5992.104492
	Iteration 338Q: 3 clusters Score -2.484678e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134568 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -24846764.000000 Penalty: 5992.104492
	Iteration 339Q: 3 clusters Score -2.484676e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134835 members 
Mstep: Class 2 contains 41626 members 
Entering Unmasked Estep 
Score: -24846762.000000 Penalty: 5992.104492
	Iteration 340F: 3 clusters Score -2.484676e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135098 members 
Mstep: Class 2 contains 41363 members 
Entering Unmasked Estep 
Score: -24846794.000000 Penalty: 5992.104492
	Iteration 341Q: 3 clusters Score -2.484679e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135379 members 
Mstep: Class 2 contains 41082 members 
Entering Unmasked Estep 
Score: -24846836.000000 Penalty: 5992.104492
	Iteration 342Q: 3 clusters Score -2.484684e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135650 members 
Mstep: Class 2 contains 40811 members 
Entering Unmasked Estep 
Score: -24846886.000000 Penalty: 5992.104492
	Iteration 343Q: 3 clusters Score -2.484689e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135926 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -24846926.000000 Penalty: 5992.104492
	Iteration 344Q: 3 clusters Score -2.484693e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136214 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -24847024.000000 Penalty: 5992.104492
	Iteration 345Q: 3 clusters Score -2.484702e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136529 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -24847090.000000 Penalty: 5992.104492
	Iteration 346Q: 3 clusters Score -2.484709e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136833 members 
Mstep: Class 2 contains 39628 members 
Entering Unmasked Estep 
Score: -24847072.000000 Penalty: 5992.104492
	Iteration 347Q: 3 clusters Score -2.484707e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137137 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -24847032.000000 Penalty: 5992.104492
	Iteration 348Q: 3 clusters Score -2.484703e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137441 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -24847128.000000 Penalty: 5992.104492
	Iteration 349Q: 3 clusters Score -2.484713e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137778 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
Score: -24847086.000000 Penalty: 5992.104492
	Iteration 350Q: 3 clusters Score -2.484709e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138078 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -24847068.000000 Penalty: 5992.104492
	Iteration 351Q: 3 clusters Score -2.484707e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138406 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
Score: -24847070.000000 Penalty: 5992.104492
	Iteration 352Q: 3 clusters Score -2.484707e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138736 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -24847114.000000 Penalty: 5992.104492
	Iteration 353Q: 3 clusters Score -2.484711e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139085 members 
Mstep: Class 2 contains 37376 members 
Entering Unmasked Estep 
Score: -24847102.000000 Penalty: 5992.104492
	Iteration 354Q: 3 clusters Score -2.48471e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139482 members 
Mstep: Class 2 contains 36979 members 
Entering Unmasked Estep 
Score: -24847170.000000 Penalty: 5992.104492
	Iteration 355Q: 3 clusters Score -2.484717e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139859 members 
Mstep: Class 2 contains 36602 members 
Entering Unmasked Estep 
Score: -24847250.000000 Penalty: 5992.104492
	Iteration 356Q: 3 clusters Score -2.484725e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140243 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -24847218.000000 Penalty: 5992.104492
	Iteration 357Q: 3 clusters Score -2.484722e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140628 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -24847174.000000 Penalty: 5992.104492
	Iteration 358Q: 3 clusters Score -2.484717e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141049 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -24847208.000000 Penalty: 5992.104492
	Iteration 359Q: 3 clusters Score -2.484721e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141491 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -24847284.000000 Penalty: 5992.104492
	Iteration 360F: 3 clusters Score -2.484728e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141922 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -24847322.000000 Penalty: 5992.104492
	Iteration 361Q: 3 clusters Score -2.484732e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142393 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -24847512.000000 Penalty: 5992.104492
	Iteration 362Q: 3 clusters Score -2.484751e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142904 members 
Mstep: Class 2 contains 33557 members 
Entering Unmasked Estep 
Score: -24847572.000000 Penalty: 5992.104492
	Iteration 363Q: 3 clusters Score -2.484757e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143405 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -24847678.000000 Penalty: 5992.104492
	Iteration 364Q: 3 clusters Score -2.484768e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143902 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -24847730.000000 Penalty: 5992.104492
	Iteration 365Q: 3 clusters Score -2.484773e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144408 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -24847812.000000 Penalty: 5992.104492
	Iteration 366Q: 3 clusters Score -2.484781e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144936 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -24847936.000000 Penalty: 5992.104492
	Iteration 367Q: 3 clusters Score -2.484794e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145497 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -24848062.000000 Penalty: 5992.104492
	Iteration 368Q: 3 clusters Score -2.484806e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146059 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -24848080.000000 Penalty: 5992.104492
	Iteration 369Q: 3 clusters Score -2.484808e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146629 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -24848188.000000 Penalty: 5992.104492
	Iteration 370Q: 3 clusters Score -2.484819e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147237 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -24848316.000000 Penalty: 5992.104492
	Iteration 371Q: 3 clusters Score -2.484832e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147844 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -24848464.000000 Penalty: 5992.104492
	Iteration 372Q: 3 clusters Score -2.484846e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148475 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -24848562.000000 Penalty: 5992.104492
	Iteration 373Q: 3 clusters Score -2.484856e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149093 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -24848732.000000 Penalty: 5992.104492
	Iteration 374Q: 3 clusters Score -2.484873e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149732 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -24848870.000000 Penalty: 5992.104492
	Iteration 375Q: 3 clusters Score -2.484887e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150388 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -24849038.000000 Penalty: 5992.104492
	Iteration 376Q: 3 clusters Score -2.484904e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151089 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -24849188.000000 Penalty: 5992.104492
	Iteration 377Q: 3 clusters Score -2.484919e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151773 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -24849520.000000 Penalty: 5992.104492
	Iteration 378Q: 3 clusters Score -2.484952e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152545 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -24849890.000000 Penalty: 5992.104492
	Iteration 379Q: 3 clusters Score -2.484989e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153400 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -24850422.000000 Penalty: 5992.104492
	Iteration 380F: 3 clusters Score -2.485042e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154305 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -24850960.000000 Penalty: 5992.104492
	Iteration 381Q: 3 clusters Score -2.485096e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155251 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -24851790.000000 Penalty: 5992.104492
	Iteration 382Q: 3 clusters Score -2.485179e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156230 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -24852500.000000 Penalty: 5992.104492
	Iteration 383Q: 3 clusters Score -2.48525e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157279 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -24853384.000000 Penalty: 5992.104492
	Iteration 384Q: 3 clusters Score -2.485338e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158418 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -24854192.000000 Penalty: 5992.104492
	Iteration 385Q: 3 clusters Score -2.485419e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159646 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -24854904.000000 Penalty: 5992.104492
	Iteration 386Q: 3 clusters Score -2.48549e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160890 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -24855652.000000 Penalty: 5992.104492
	Iteration 387Q: 3 clusters Score -2.485565e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162087 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -24856244.000000 Penalty: 5992.104492
	Iteration 388Q: 3 clusters Score -2.485624e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163262 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -24856648.000000 Penalty: 5992.104492
	Iteration 389Q: 3 clusters Score -2.485665e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164487 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -24857008.000000 Penalty: 5992.104492
	Iteration 390Q: 3 clusters Score -2.485701e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165724 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -24857544.000000 Penalty: 5992.104492
	Iteration 391Q: 3 clusters Score -2.485754e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166938 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -24857800.000000 Penalty: 5992.104492
	Iteration 392Q: 3 clusters Score -2.48578e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168037 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -24857984.000000 Penalty: 5992.104492
	Iteration 393Q: 3 clusters Score -2.485798e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169011 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -24858182.000000 Penalty: 5992.104492
	Iteration 394Q: 3 clusters Score -2.485818e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169936 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -24858180.000000 Penalty: 5992.104492
	Iteration 395Q: 3 clusters Score -2.485818e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170746 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -24858298.000000 Penalty: 5992.104492
	Iteration 396Q: 3 clusters Score -2.48583e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171495 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -24858242.000000 Penalty: 5992.104492
	Iteration 397Q: 3 clusters Score -2.485824e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172126 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -24858250.000000 Penalty: 5992.104492
	Iteration 398Q: 3 clusters Score -2.485825e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172663 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -24858140.000000 Penalty: 5992.104492
	Iteration 399Q: 3 clusters Score -2.485814e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173131 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -24857986.000000 Penalty: 5992.104492
	Iteration 400F: 3 clusters Score -2.485799e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173537 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -24857898.000000 Penalty: 5992.104492
	Iteration 401Q: 3 clusters Score -2.48579e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173846 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -24857772.000000 Penalty: 5992.104492
	Iteration 402Q: 3 clusters Score -2.485777e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174118 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -24857680.000000 Penalty: 5992.104492
	Iteration 403Q: 3 clusters Score -2.485768e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174326 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -24857652.000000 Penalty: 5992.104492
	Iteration 404Q: 3 clusters Score -2.485765e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174509 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -24857574.000000 Penalty: 5992.104492
	Iteration 405Q: 3 clusters Score -2.485757e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174655 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -24857614.000000 Penalty: 5992.104492
	Iteration 406Q: 3 clusters Score -2.485761e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174778 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -24857540.000000 Penalty: 5992.104492
	Iteration 407Q: 3 clusters Score -2.485754e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174879 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -24857510.000000 Penalty: 5992.104492
	Iteration 408Q: 3 clusters Score -2.485751e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174974 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -24857464.000000 Penalty: 5992.104492
	Iteration 409Q: 3 clusters Score -2.485746e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175064 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -24857478.000000 Penalty: 5992.104492
	Iteration 410Q: 3 clusters Score -2.485748e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175150 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -24857442.000000 Penalty: 5992.104492
	Iteration 411Q: 3 clusters Score -2.485744e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175223 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -24857428.000000 Penalty: 5992.104492
	Iteration 412Q: 3 clusters Score -2.485743e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175278 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -24857390.000000 Penalty: 5992.104492
	Iteration 413Q: 3 clusters Score -2.485739e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175326 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -24857408.000000 Penalty: 5992.104492
	Iteration 414Q: 3 clusters Score -2.485741e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175366 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -24857416.000000 Penalty: 5992.104492
	Iteration 415Q: 3 clusters Score -2.485742e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175398 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -24857406.000000 Penalty: 5992.104492
	Iteration 416Q: 3 clusters Score -2.485741e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175432 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -24857400.000000 Penalty: 5992.104492
	Iteration 417Q: 3 clusters Score -2.48574e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175464 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -24857398.000000 Penalty: 5992.104492
	Iteration 418Q: 3 clusters Score -2.48574e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175482 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -24857388.000000 Penalty: 5992.104492
	Iteration 419Q: 3 clusters Score -2.485739e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175501 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -24857394.000000 Penalty: 5992.104492
	Iteration 420F: 3 clusters Score -2.485739e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175511 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -24857380.000000 Penalty: 5992.104492
	Iteration 421Q: 3 clusters Score -2.485738e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175518 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -24857382.000000 Penalty: 5992.104492
	Iteration 422Q: 3 clusters Score -2.485738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175524 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -24857384.000000 Penalty: 5992.104492
	Iteration 423Q: 3 clusters Score -2.485738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175532 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -24857392.000000 Penalty: 5992.104492
	Iteration 424Q: 3 clusters Score -2.485739e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175539 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -24857382.000000 Penalty: 5992.104492
	Iteration 425Q: 3 clusters Score -2.485738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175547 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -24857358.000000 Penalty: 5992.104492
	Iteration 426Q: 3 clusters Score -2.485736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175553 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -24857354.000000 Penalty: 5992.104492
	Iteration 427Q: 3 clusters Score -2.485735e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175560 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -24857350.000000 Penalty: 5992.104492
	Iteration 428Q: 3 clusters Score -2.485735e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175566 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -24857346.000000 Penalty: 5992.104492
	Iteration 429Q: 3 clusters Score -2.485735e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175571 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -24857354.000000 Penalty: 5992.104492
	Iteration 430Q: 3 clusters Score -2.485735e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175581 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -24857354.000000 Penalty: 5992.104492
	Iteration 431Q: 3 clusters Score -2.485735e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175590 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -24857360.000000 Penalty: 5992.104492
	Iteration 432Q: 3 clusters Score -2.485736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175596 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -24857368.000000 Penalty: 5992.104492
	Iteration 433Q: 3 clusters Score -2.485737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175600 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -24857382.000000 Penalty: 5992.104492
	Iteration 434Q: 3 clusters Score -2.485738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175605 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -24857368.000000 Penalty: 5992.104492
	Iteration 435Q: 3 clusters Score -2.485737e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175611 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -24857352.000000 Penalty: 5992.104492
	Iteration 436Q: 3 clusters Score -2.485735e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175618 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -24857366.000000 Penalty: 5992.104492
	Iteration 437Q: 3 clusters Score -2.485737e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175626 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -24857358.000000 Penalty: 5992.104492
	Iteration 438Q: 3 clusters Score -2.485736e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175635 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -24857354.000000 Penalty: 5992.104492
	Iteration 439Q: 3 clusters Score -2.485735e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175642 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -24857348.000000 Penalty: 5992.104492
	Iteration 440F: 3 clusters Score -2.485735e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175650 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -24857334.000000 Penalty: 5992.104492
	Iteration 441Q: 3 clusters Score -2.485733e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175657 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -24857344.000000 Penalty: 5992.104492
	Iteration 442Q: 3 clusters Score -2.485734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175662 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -24857334.000000 Penalty: 5992.104492
	Iteration 443Q: 3 clusters Score -2.485733e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175667 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -24857308.000000 Penalty: 5992.104492
	Iteration 444Q: 3 clusters Score -2.485731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175671 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -24857328.000000 Penalty: 5992.104492
	Iteration 445Q: 3 clusters Score -2.485733e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175677 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -24857312.000000 Penalty: 5992.104492
	Iteration 446Q: 3 clusters Score -2.485731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175677 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -24857310.000000 Penalty: 5992.104492
	Iteration 447Q: 3 clusters Score -2.485731e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175678 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -24857304.000000 Penalty: 5992.104492
	Iteration 448Q: 3 clusters Score -2.48573e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175681 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -24857314.000000 Penalty: 5992.104492
	Iteration 449Q: 3 clusters Score -2.485731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175683 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -24857308.000000 Penalty: 5992.104492
	Iteration 450Q: 3 clusters Score -2.485731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175685 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -24857310.000000 Penalty: 5992.104492
	Iteration 451Q: 3 clusters Score -2.485731e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175691 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -24857318.000000 Penalty: 5992.104492
	Iteration 452Q: 3 clusters Score -2.485732e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175699 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -24857324.000000 Penalty: 5992.104492
	Iteration 453Q: 3 clusters Score -2.485732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175702 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -24857334.000000 Penalty: 5992.104492
	Iteration 454Q: 3 clusters Score -2.485733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175706 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -24857328.000000 Penalty: 5992.104492
	Iteration 455Q: 3 clusters Score -2.485733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175708 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -24857322.000000 Penalty: 5992.104492
	Iteration 456Q: 3 clusters Score -2.485732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175709 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -24857322.000000 Penalty: 5992.104492
	Iteration 457Q: 3 clusters Score -2.485732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175711 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -24857316.000000 Penalty: 5992.104492
	Iteration 458Q: 3 clusters Score -2.485732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175712 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -24857328.000000 Penalty: 5992.104492
	Iteration 459Q: 3 clusters Score -2.485733e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175712 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -24857328.000000 Penalty: 5992.104492
	Iteration 460F: 3 clusters Score -2.485733e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -62858.054688 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -62858.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -61352.007812 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -61352.01 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -61700.652344 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -61700.65 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -61927.429688 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -61927.43 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -62169.339844 Penalty: 3115.076416
	Iteration 3F: 3 clusters Score -62169.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -62462.378906 Penalty: 3115.076416
	Iteration 4F: 3 clusters Score -62462.38 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -62884.503906 Penalty: 3115.076416
	Iteration 5F: 3 clusters Score -62884.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -63353.671875 Penalty: 3115.076416
	Iteration 6F: 3 clusters Score -63353.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -63472.433594 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -63472.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -63566.960938 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -63566.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -63814.070312 Penalty: 3115.076416
	Iteration 9Q: 3 clusters Score -63814.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -63814.070312 Penalty: 3115.076416
	Iteration 10F: 3 clusters Score -63814.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 1379 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 128284 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3837 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 29997 members 
Mstep: Class 9 contains 106462 members 
Mstep: Class 10 contains 1024 members 
Mstep: Class 11 contains 18004 members 
Mstep: Class 12 contains 26808 members 
Mstep: Class 13 contains 18946 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17768 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68017 members 
Mstep: Class 19 contains 7871 members 
Mstep: Class 20 contains 129109 members 
Mstep: Class 21 contains 19153 members 
Mstep: Class 22 contains 169342 members 
Mstep: Class 23 contains 176461 members 
Mstep: Class 24 contains 273 members 
Mstep: Class 25 contains 261 members 
Entering Unmasked Estep 
Score: -132679712.000000 Penalty: 85410.039062
Splitting cluster 24 changes total score from -132680376.000000 to -132679712.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 1379 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 128284 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3837 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 29997 members 
Mstep: Class 9 contains 106462 members 
Mstep: Class 10 contains 1024 members 
Mstep: Class 11 contains 18004 members 
Mstep: Class 12 contains 26808 members 
Mstep: Class 13 contains 18946 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17768 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 68017 members 
Mstep: Class 19 contains 7871 members 
Mstep: Class 20 contains 129109 members 
Mstep: Class 21 contains 19153 members 
Mstep: Class 22 contains 169342 members 
Mstep: Class 23 contains 176461 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132680752.000000 Penalty: 81993.640625
Iteration 199Q: 25 clusters Score -1.326808e+08 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 1379 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 128480 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3837 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 30408 members 
Mstep: Class 9 contains 106120 members 
Mstep: Class 10 contains 1025 members 
Mstep: Class 11 contains 17984 members 
Mstep: Class 12 contains 26802 members 
Mstep: Class 13 contains 18882 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17763 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 67969 members 
Mstep: Class 19 contains 7862 members 
Mstep: Class 20 contains 129120 members 
Mstep: Class 21 contains 19159 members 
Mstep: Class 22 contains 169237 members 
Mstep: Class 23 contains 176432 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132680992.000000 Penalty: 81993.640625
Iteration 200F: 25 clusters Score -1.32681e+08 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 1379 members 
Mstep: Class 3 contains 797 members 
Mstep: Class 4 contains 128718 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3837 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 30830 members 
Mstep: Class 9 contains 105727 members 
Mstep: Class 10 contains 1024 members 
Mstep: Class 11 contains 17970 members 
Mstep: Class 12 contains 26807 members 
Mstep: Class 13 contains 18809 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17755 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 67923 members 
Mstep: Class 19 contains 7847 members 
Mstep: Class 20 contains 129119 members 
Mstep: Class 21 contains 19167 members 
Mstep: Class 22 contains 169157 members 
Mstep: Class 23 contains 176389 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132681168.000000 Penalty: 81993.640625
Iteration 201Q: 25 clusters Score -1.326812e+08 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 1379 members 
Mstep: Class 3 contains 799 members 
Mstep: Class 4 contains 129037 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3837 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 31215 members 
Mstep: Class 9 contains 105315 members 
Mstep: Class 10 contains 1024 members 
Mstep: Class 11 contains 17957 members 
Mstep: Class 12 contains 26817 members 
Mstep: Class 13 contains 18735 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17757 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 67870 members 
Mstep: Class 19 contains 7838 members 
Mstep: Class 20 contains 129112 members 
Mstep: Class 21 contains 19163 members 
Mstep: Class 22 contains 169035 members 
Mstep: Class 23 contains 176373 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132681552.000000 Penalty: 81993.640625
Iteration 202Q: 25 clusters Score -1.326816e+08 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33502 members 
Mstep: Class 2 contains 1379 members 
Mstep: Class 3 contains 800 members 
Mstep: Class 4 contains 129366 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3836 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 31569 members 
Mstep: Class 9 contains 104854 members 
Mstep: Class 10 contains 1024 members 
Mstep: Class 11 contains 17945 members 
Mstep: Class 12 contains 26830 members 
Mstep: Class 13 contains 18663 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17752 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 67830 members 
Mstep: Class 19 contains 7833 members 
Mstep: Class 20 contains 129124 members 
Mstep: Class 21 contains 19153 members 
Mstep: Class 22 contains 168936 members 
Mstep: Class 23 contains 176387 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132681952.000000 Penalty: 81993.640625
Iteration 203Q: 25 clusters Score -1.32682e+08 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 1379 members 
Mstep: Class 3 contains 803 members 
Mstep: Class 4 contains 129677 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3836 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 31921 members 
Mstep: Class 9 contains 104379 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 17934 members 
Mstep: Class 12 contains 26846 members 
Mstep: Class 13 contains 18607 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17754 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 67793 members 
Mstep: Class 19 contains 7817 members 
Mstep: Class 20 contains 129093 members 
Mstep: Class 21 contains 19163 members 
Mstep: Class 22 contains 168844 members 
Mstep: Class 23 contains 176412 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132682048.000000 Penalty: 81993.640625
Iteration 204Q: 25 clusters Score -1.32682e+08 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 1379 members 
Mstep: Class 3 contains 804 members 
Mstep: Class 4 contains 129967 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3835 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 32291 members 
Mstep: Class 9 contains 103920 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 17920 members 
Mstep: Class 12 contains 26842 members 
Mstep: Class 13 contains 18552 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17750 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 67748 members 
Mstep: Class 19 contains 7804 members 
Mstep: Class 20 contains 129088 members 
Mstep: Class 21 contains 19173 members 
Mstep: Class 22 contains 168776 members 
Mstep: Class 23 contains 176399 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132681952.000000 Penalty: 81993.640625
Iteration 205Q: 25 clusters Score -1.32682e+08 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 1378 members 
Mstep: Class 3 contains 805 members 
Mstep: Class 4 contains 130242 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3835 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 32667 members 
Mstep: Class 9 contains 103453 members 
Mstep: Class 10 contains 1024 members 
Mstep: Class 11 contains 17902 members 
Mstep: Class 12 contains 26847 members 
Mstep: Class 13 contains 18508 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17751 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 67706 members 
Mstep: Class 19 contains 7796 members 
Mstep: Class 20 contains 129082 members 
Mstep: Class 21 contains 19192 members 
Mstep: Class 22 contains 168704 members 
Mstep: Class 23 contains 176374 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132682344.000000 Penalty: 81993.640625
Iteration 206Q: 25 clusters Score -1.326823e+08 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 1378 members 
Mstep: Class 3 contains 807 members 
Mstep: Class 4 contains 130561 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3835 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 33020 members 
Mstep: Class 9 contains 102974 members 
Mstep: Class 10 contains 1024 members 
Mstep: Class 11 contains 17880 members 
Mstep: Class 12 contains 26844 members 
Mstep: Class 13 contains 18461 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17746 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 67671 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 129069 members 
Mstep: Class 21 contains 19225 members 
Mstep: Class 22 contains 168604 members 
Mstep: Class 23 contains 176377 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132682656.000000 Penalty: 81993.640625
Iteration 207Q: 25 clusters Score -1.326827e+08 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 1378 members 
Mstep: Class 3 contains 809 members 
Mstep: Class 4 contains 130913 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3835 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 33373 members 
Mstep: Class 9 contains 102509 members 
Mstep: Class 10 contains 1024 members 
Mstep: Class 11 contains 17871 members 
Mstep: Class 12 contains 26823 members 
Mstep: Class 13 contains 18398 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17752 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 67621 members 
Mstep: Class 19 contains 7764 members 
Mstep: Class 20 contains 129023 members 
Mstep: Class 21 contains 19239 members 
Mstep: Class 22 contains 168551 members 
Mstep: Class 23 contains 176361 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132682592.000000 Penalty: 81993.640625
Iteration 208Q: 25 clusters Score -1.326826e+08 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 1378 members 
Mstep: Class 3 contains 808 members 
Mstep: Class 4 contains 131275 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3835 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 33727 members 
Mstep: Class 9 contains 102068 members 
Mstep: Class 10 contains 1024 members 
Mstep: Class 11 contains 17863 members 
Mstep: Class 12 contains 26804 members 
Mstep: Class 13 contains 18337 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17753 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 67569 members 
Mstep: Class 19 contains 7756 members 
Mstep: Class 20 contains 128985 members 
Mstep: Class 21 contains 19255 members 
Mstep: Class 22 contains 168479 members 
Mstep: Class 23 contains 176327 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132682992.000000 Penalty: 81993.640625
Iteration 209Q: 25 clusters Score -1.32683e+08 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 1377 members 
Mstep: Class 3 contains 806 members 
Mstep: Class 4 contains 131686 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3835 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 34095 members 
Mstep: Class 9 contains 101593 members 
Mstep: Class 10 contains 1025 members 
Mstep: Class 11 contains 17859 members 
Mstep: Class 12 contains 26813 members 
Mstep: Class 13 contains 18276 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17750 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 67519 members 
Mstep: Class 19 contains 7741 members 
Mstep: Class 20 contains 128938 members 
Mstep: Class 21 contains 19265 members 
Mstep: Class 22 contains 168357 members 
Mstep: Class 23 contains 176287 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132683512.000000 Penalty: 81993.640625
Iteration 210Q: 25 clusters Score -1.326835e+08 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 1376 members 
Mstep: Class 3 contains 807 members 
Mstep: Class 4 contains 132119 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3834 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 34450 members 
Mstep: Class 9 contains 101134 members 
Mstep: Class 10 contains 1024 members 
Mstep: Class 11 contains 17856 members 
Mstep: Class 12 contains 26818 members 
Mstep: Class 13 contains 18223 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17751 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 67453 members 
Mstep: Class 19 contains 7728 members 
Mstep: Class 20 contains 128858 members 
Mstep: Class 21 contains 19274 members 
Mstep: Class 22 contains 168292 members 
Mstep: Class 23 contains 176212 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132683608.000000 Penalty: 81993.640625
Iteration 211Q: 25 clusters Score -1.326836e+08 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 807 members 
Mstep: Class 4 contains 132432 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 34818 members 
Mstep: Class 9 contains 100703 members 
Mstep: Class 10 contains 1024 members 
Mstep: Class 11 contains 17863 members 
Mstep: Class 12 contains 26838 members 
Mstep: Class 13 contains 18177 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17752 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 67391 members 
Mstep: Class 19 contains 7723 members 
Mstep: Class 20 contains 128768 members 
Mstep: Class 21 contains 19291 members 
Mstep: Class 22 contains 168242 members 
Mstep: Class 23 contains 176152 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132683936.000000 Penalty: 81993.640625
Iteration 212Q: 25 clusters Score -1.326839e+08 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 807 members 
Mstep: Class 4 contains 132710 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 35219 members 
Mstep: Class 9 contains 100287 members 
Mstep: Class 10 contains 1025 members 
Mstep: Class 11 contains 17857 members 
Mstep: Class 12 contains 26850 members 
Mstep: Class 13 contains 18147 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17751 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 67334 members 
Mstep: Class 19 contains 7705 members 
Mstep: Class 20 contains 128671 members 
Mstep: Class 21 contains 19308 members 
Mstep: Class 22 contains 168210 members 
Mstep: Class 23 contains 176095 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132684280.000000 Penalty: 81993.640625
Iteration 213Q: 25 clusters Score -1.326843e+08 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 807 members 
Mstep: Class 4 contains 133031 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 35591 members 
Mstep: Class 9 contains 99855 members 
Mstep: Class 10 contains 1025 members 
Mstep: Class 11 contains 17856 members 
Mstep: Class 12 contains 26867 members 
Mstep: Class 13 contains 18120 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17746 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 67277 members 
Mstep: Class 19 contains 7695 members 
Mstep: Class 20 contains 128564 members 
Mstep: Class 21 contains 19314 members 
Mstep: Class 22 contains 168155 members 
Mstep: Class 23 contains 176064 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132684248.000000 Penalty: 81993.640625
Iteration 214Q: 25 clusters Score -1.326842e+08 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 807 members 
Mstep: Class 4 contains 133359 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 35951 members 
Mstep: Class 9 contains 99404 members 
Mstep: Class 10 contains 1025 members 
Mstep: Class 11 contains 17855 members 
Mstep: Class 12 contains 26881 members 
Mstep: Class 13 contains 18084 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 17742 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 67226 members 
Mstep: Class 19 contains 7682 members 
Mstep: Class 20 contains 128458 members 
Mstep: Class 21 contains 19326 members 
Mstep: Class 22 contains 168132 members 
Mstep: Class 23 contains 176041 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132684400.000000 Penalty: 81993.640625
Iteration 215Q: 25 clusters Score -1.326844e+08 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 807 members 
Mstep: Class 4 contains 133693 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 36307 members 
Mstep: Class 9 contains 99020 members 
Mstep: Class 10 contains 1026 members 
Mstep: Class 11 contains 17858 members 
Mstep: Class 12 contains 26899 members 
Mstep: Class 13 contains 18049 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 17730 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 67175 members 
Mstep: Class 19 contains 7680 members 
Mstep: Class 20 contains 128348 members 
Mstep: Class 21 contains 19332 members 
Mstep: Class 22 contains 168039 members 
Mstep: Class 23 contains 176001 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
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Score: -132684928.000000 Penalty: 81993.640625
Iteration 216Q: 25 clusters Score -1.326849e+08 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 1376 members 
Mstep: Class 3 contains 807 members 
Mstep: Class 4 contains 134043 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 36664 members 
Mstep: Class 9 contains 98663 members 
Mstep: Class 10 contains 1027 members 
Mstep: Class 11 contains 17848 members 
Mstep: Class 12 contains 26912 members 
Mstep: Class 13 contains 18002 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 17725 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 67141 members 
Mstep: Class 19 contains 7667 members 
Mstep: Class 20 contains 128212 members 
Mstep: Class 21 contains 19322 members 
Mstep: Class 22 contains 167962 members 
Mstep: Class 23 contains 175952 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
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Score: -132684984.000000 Penalty: 81993.640625
Iteration 217Q: 25 clusters Score -1.32685e+08 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 1376 members 
Mstep: Class 3 contains 806 members 
Mstep: Class 4 contains 134363 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 37001 members 
Mstep: Class 9 contains 98240 members 
Mstep: Class 10 contains 1028 members 
Mstep: Class 11 contains 17850 members 
Mstep: Class 12 contains 26928 members 
Mstep: Class 13 contains 17958 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 17724 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 67104 members 
Mstep: Class 19 contains 7667 members 
Mstep: Class 20 contains 128100 members 
Mstep: Class 21 contains 19321 members 
Mstep: Class 22 contains 167924 members 
Mstep: Class 23 contains 175906 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132685368.000000 Penalty: 81993.640625
Iteration 218Q: 25 clusters Score -1.326854e+08 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 1376 members 
Mstep: Class 3 contains 807 members 
Mstep: Class 4 contains 134667 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 37353 members 
Mstep: Class 9 contains 97865 members 
Mstep: Class 10 contains 1028 members 
Mstep: Class 11 contains 17847 members 
Mstep: Class 12 contains 26959 members 
Mstep: Class 13 contains 17919 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 17733 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 67064 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 20 contains 127985 members 
Mstep: Class 21 contains 19313 members 
Mstep: Class 22 contains 167827 members 
Mstep: Class 23 contains 175864 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
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Score: -132685544.000000 Penalty: 81993.640625
Iteration 219Q: 25 clusters Score -1.326855e+08 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 1376 members 
Mstep: Class 3 contains 808 members 
Mstep: Class 4 contains 134921 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 37695 members 
Mstep: Class 9 contains 97534 members 
Mstep: Class 10 contains 1028 members 
Mstep: Class 11 contains 17834 members 
Mstep: Class 12 contains 26984 members 
Mstep: Class 13 contains 17895 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 17733 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 67024 members 
Mstep: Class 19 contains 7665 members 
Mstep: Class 20 contains 127886 members 
Mstep: Class 21 contains 19305 members 
Mstep: Class 22 contains 167779 members 
Mstep: Class 23 contains 175793 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132685680.000000 Penalty: 81993.640625
Iteration 220F: 25 clusters Score -1.326857e+08 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 1376 members 
Mstep: Class 3 contains 808 members 
Mstep: Class 4 contains 135142 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 38065 members 
Mstep: Class 9 contains 97214 members 
Mstep: Class 10 contains 1028 members 
Mstep: Class 11 contains 17811 members 
Mstep: Class 12 contains 26995 members 
Mstep: Class 13 contains 17861 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 17723 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66996 members 
Mstep: Class 19 contains 7658 members 
Mstep: Class 20 contains 127759 members 
Mstep: Class 21 contains 19309 members 
Mstep: Class 22 contains 167767 members 
Mstep: Class 23 contains 175719 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
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Score: -132685936.000000 Penalty: 81993.640625
Iteration 221Q: 25 clusters Score -1.326859e+08 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 1376 members 
Mstep: Class 3 contains 808 members 
Mstep: Class 4 contains 135384 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 38419 members 
Mstep: Class 9 contains 96873 members 
Mstep: Class 10 contains 1028 members 
Mstep: Class 11 contains 17797 members 
Mstep: Class 12 contains 27026 members 
Mstep: Class 13 contains 17845 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 17715 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66964 members 
Mstep: Class 19 contains 7647 members 
Mstep: Class 20 contains 127649 members 
Mstep: Class 21 contains 19297 members 
Mstep: Class 22 contains 167710 members 
Mstep: Class 23 contains 175652 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132685480.000000 Penalty: 81993.640625
Iteration 222Q: 25 clusters Score -1.326855e+08 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 1376 members 
Mstep: Class 3 contains 807 members 
Mstep: Class 4 contains 135652 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 38748 members 
Mstep: Class 9 contains 96587 members 
Mstep: Class 10 contains 1028 members 
Mstep: Class 11 contains 17784 members 
Mstep: Class 12 contains 27054 members 
Mstep: Class 13 contains 17812 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 17711 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66933 members 
Mstep: Class 19 contains 7637 members 
Mstep: Class 20 contains 127545 members 
Mstep: Class 21 contains 19287 members 
Mstep: Class 22 contains 167631 members 
Mstep: Class 23 contains 175596 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132685960.000000 Penalty: 81993.640625
Iteration 223Q: 25 clusters Score -1.32686e+08 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 1376 members 
Mstep: Class 3 contains 807 members 
Mstep: Class 4 contains 135881 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 39111 members 
Mstep: Class 9 contains 96314 members 
Mstep: Class 10 contains 1028 members 
Mstep: Class 11 contains 17766 members 
Mstep: Class 12 contains 27082 members 
Mstep: Class 13 contains 17759 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 17710 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66889 members 
Mstep: Class 19 contains 7637 members 
Mstep: Class 20 contains 127425 members 
Mstep: Class 21 contains 19292 members 
Mstep: Class 22 contains 167592 members 
Mstep: Class 23 contains 175508 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132686408.000000 Penalty: 81993.640625
Iteration 224Q: 25 clusters Score -1.326864e+08 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 1376 members 
Mstep: Class 3 contains 807 members 
Mstep: Class 4 contains 136083 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 39458 members 
Mstep: Class 9 contains 96056 members 
Mstep: Class 10 contains 1027 members 
Mstep: Class 11 contains 17760 members 
Mstep: Class 12 contains 27103 members 
Mstep: Class 13 contains 17704 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 17705 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66854 members 
Mstep: Class 19 contains 7636 members 
Mstep: Class 20 contains 127308 members 
Mstep: Class 21 contains 19297 members 
Mstep: Class 22 contains 167576 members 
Mstep: Class 23 contains 175413 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132686664.000000 Penalty: 81993.640625
Iteration 225Q: 25 clusters Score -1.326867e+08 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 1376 members 
Mstep: Class 3 contains 807 members 
Mstep: Class 4 contains 136268 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3835 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 39793 members 
Mstep: Class 9 contains 95802 members 
Mstep: Class 10 contains 1028 members 
Mstep: Class 11 contains 17767 members 
Mstep: Class 12 contains 27112 members 
Mstep: Class 13 contains 17671 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 17698 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66826 members 
Mstep: Class 19 contains 7618 members 
Mstep: Class 20 contains 127190 members 
Mstep: Class 21 contains 19293 members 
Mstep: Class 22 contains 167563 members 
Mstep: Class 23 contains 175331 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132686912.000000 Penalty: 81993.640625
Iteration 226Q: 25 clusters Score -1.326869e+08 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 1376 members 
Mstep: Class 3 contains 807 members 
Mstep: Class 4 contains 136443 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3835 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 40125 members 
Mstep: Class 9 contains 95548 members 
Mstep: Class 10 contains 1029 members 
Mstep: Class 11 contains 17757 members 
Mstep: Class 12 contains 27115 members 
Mstep: Class 13 contains 17627 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 17688 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66796 members 
Mstep: Class 19 contains 7607 members 
Mstep: Class 20 contains 127055 members 
Mstep: Class 21 contains 19296 members 
Mstep: Class 22 contains 167558 members 
Mstep: Class 23 contains 175289 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687120.000000 Penalty: 81993.640625
Iteration 227Q: 25 clusters Score -1.326871e+08 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 1376 members 
Mstep: Class 3 contains 807 members 
Mstep: Class 4 contains 136666 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3837 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 40465 members 
Mstep: Class 9 contains 95269 members 
Mstep: Class 10 contains 1029 members 
Mstep: Class 11 contains 17754 members 
Mstep: Class 12 contains 27115 members 
Mstep: Class 13 contains 17595 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 17682 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66770 members 
Mstep: Class 19 contains 7603 members 
Mstep: Class 20 contains 126932 members 
Mstep: Class 21 contains 19308 members 
Mstep: Class 22 contains 167472 members 
Mstep: Class 23 contains 175241 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
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Score: -132687448.000000 Penalty: 81993.640625
Iteration 228Q: 25 clusters Score -1.326874e+08 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33878 members 
Mstep: Class 2 contains 1376 members 
Mstep: Class 3 contains 807 members 
Mstep: Class 4 contains 136873 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3837 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 40815 members 
Mstep: Class 9 contains 94967 members 
Mstep: Class 10 contains 1030 members 
Mstep: Class 11 contains 17756 members 
Mstep: Class 12 contains 27134 members 
Mstep: Class 13 contains 17556 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 17674 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66735 members 
Mstep: Class 19 contains 7594 members 
Mstep: Class 20 contains 126845 members 
Mstep: Class 21 contains 19307 members 
Mstep: Class 22 contains 167414 members 
Mstep: Class 23 contains 175187 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687640.000000 Penalty: 81993.640625
Iteration 229Q: 25 clusters Score -1.326876e+08 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33878 members 
Mstep: Class 2 contains 1376 members 
Mstep: Class 3 contains 808 members 
Mstep: Class 4 contains 137176 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3836 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 41149 members 
Mstep: Class 9 contains 94674 members 
Mstep: Class 10 contains 1030 members 
Mstep: Class 11 contains 17754 members 
Mstep: Class 12 contains 27164 members 
Mstep: Class 13 contains 17514 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 17669 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66686 members 
Mstep: Class 19 contains 7576 members 
Mstep: Class 20 contains 126749 members 
Mstep: Class 21 contains 19310 members 
Mstep: Class 22 contains 167289 members 
Mstep: Class 23 contains 175147 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687680.000000 Penalty: 81993.640625
Iteration 230Q: 25 clusters Score -1.326877e+08 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 1376 members 
Mstep: Class 3 contains 807 members 
Mstep: Class 4 contains 137554 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3836 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 41464 members 
Mstep: Class 9 contains 94377 members 
Mstep: Class 10 contains 1030 members 
Mstep: Class 11 contains 17735 members 
Mstep: Class 12 contains 27187 members 
Mstep: Class 13 contains 17478 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 17670 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66660 members 
Mstep: Class 19 contains 7563 members 
Mstep: Class 20 contains 126655 members 
Mstep: Class 21 contains 19305 members 
Mstep: Class 22 contains 167123 members 
Mstep: Class 23 contains 175068 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
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Iteration 231Q: 25 clusters Score -1.326879e+08 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 1376 members 
Mstep: Class 3 contains 808 members 
Mstep: Class 4 contains 137913 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3837 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 41764 members 
Mstep: Class 9 contains 94066 members 
Mstep: Class 10 contains 1030 members 
Mstep: Class 11 contains 17723 members 
Mstep: Class 12 contains 27186 members 
Mstep: Class 13 contains 17433 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 17668 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66629 members 
Mstep: Class 19 contains 7548 members 
Mstep: Class 20 contains 126552 members 
Mstep: Class 21 contains 19294 members 
Mstep: Class 22 contains 167018 members 
Mstep: Class 23 contains 175014 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 232Q: 25 clusters Score -1.326885e+08 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 1376 members 
Mstep: Class 3 contains 807 members 
Mstep: Class 4 contains 138280 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3836 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 42058 members 
Mstep: Class 9 contains 93719 members 
Mstep: Class 10 contains 1030 members 
Mstep: Class 11 contains 17713 members 
Mstep: Class 12 contains 27177 members 
Mstep: Class 13 contains 17397 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 17662 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66601 members 
Mstep: Class 19 contains 7539 members 
Mstep: Class 20 contains 126466 members 
Mstep: Class 21 contains 19291 members 
Mstep: Class 22 contains 166909 members 
Mstep: Class 23 contains 175004 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
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Iteration 233Q: 25 clusters Score -1.326885e+08 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 806 members 
Mstep: Class 4 contains 138666 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3836 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 42367 members 
Mstep: Class 9 contains 93402 members 
Mstep: Class 10 contains 1030 members 
Mstep: Class 11 contains 17704 members 
Mstep: Class 12 contains 27179 members 
Mstep: Class 13 contains 17365 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17649 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66573 members 
Mstep: Class 19 contains 7530 members 
Mstep: Class 20 contains 126378 members 
Mstep: Class 21 contains 19287 members 
Mstep: Class 22 contains 166756 members 
Mstep: Class 23 contains 174975 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
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Iteration 234Q: 25 clusters Score -1.326887e+08 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 807 members 
Mstep: Class 4 contains 139040 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3838 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 42697 members 
Mstep: Class 9 contains 93080 members 
Mstep: Class 10 contains 1030 members 
Mstep: Class 11 contains 17687 members 
Mstep: Class 12 contains 27181 members 
Mstep: Class 13 contains 17343 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17632 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66544 members 
Mstep: Class 19 contains 7520 members 
Mstep: Class 20 contains 126265 members 
Mstep: Class 21 contains 19305 members 
Mstep: Class 22 contains 166612 members 
Mstep: Class 23 contains 174919 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689104.000000 Penalty: 81993.640625
Iteration 235Q: 25 clusters Score -1.326891e+08 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 809 members 
Mstep: Class 4 contains 139423 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3837 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 43002 members 
Mstep: Class 9 contains 92748 members 
Mstep: Class 10 contains 1029 members 
Mstep: Class 11 contains 17674 members 
Mstep: Class 12 contains 27170 members 
Mstep: Class 13 contains 17310 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17627 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66509 members 
Mstep: Class 19 contains 7522 members 
Mstep: Class 20 contains 126162 members 
Mstep: Class 21 contains 19312 members 
Mstep: Class 22 contains 166503 members 
Mstep: Class 23 contains 174851 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689256.000000 Penalty: 81993.640625
Iteration 236Q: 25 clusters Score -1.326893e+08 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33929 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 809 members 
Mstep: Class 4 contains 139840 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3837 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 43308 members 
Mstep: Class 9 contains 92389 members 
Mstep: Class 10 contains 1030 members 
Mstep: Class 11 contains 17666 members 
Mstep: Class 12 contains 27164 members 
Mstep: Class 13 contains 17283 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 17622 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66484 members 
Mstep: Class 19 contains 7507 members 
Mstep: Class 20 contains 126056 members 
Mstep: Class 21 contains 19314 members 
Mstep: Class 22 contains 166363 members 
Mstep: Class 23 contains 174807 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689416.000000 Penalty: 81993.640625
Iteration 237Q: 25 clusters Score -1.326894e+08 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33949 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 809 members 
Mstep: Class 4 contains 140248 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3837 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 43594 members 
Mstep: Class 9 contains 92049 members 
Mstep: Class 10 contains 1029 members 
Mstep: Class 11 contains 17647 members 
Mstep: Class 12 contains 27160 members 
Mstep: Class 13 contains 17251 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17616 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66462 members 
Mstep: Class 19 contains 7495 members 
Mstep: Class 20 contains 125951 members 
Mstep: Class 21 contains 19305 members 
Mstep: Class 22 contains 166266 members 
Mstep: Class 23 contains 174741 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689904.000000 Penalty: 81993.640625
Iteration 238Q: 25 clusters Score -1.326899e+08 nChanged 1783
Entering ConstructFrom: 
Score: -132689904.000000 Penalty: 81993.640625
Entering ConstructFrom: 
Trying to split cluster 1 (33958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Entering Unmasked Estep 
Score: -4812024.000000 Penalty: 2587.354004
	Iteration 0F: 2 clusters Score -4812024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -4788809.000000 Penalty: 5174.708008
	Iteration 0F: 3 clusters Score -4788809 nChanged 15442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -4797451.000000 Penalty: 5174.708008
	Iteration 1F: 3 clusters Score -4797451 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -4798192.500000 Penalty: 5174.708008
	Iteration 2F: 3 clusters Score -4798192 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -4799141.000000 Penalty: 5174.708008
	Iteration 3F: 3 clusters Score -4799141 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -4800474.500000 Penalty: 5174.708008
	Iteration 4F: 3 clusters Score -4800474 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -4802334.500000 Penalty: 5174.708008
	Iteration 5F: 3 clusters Score -4802334 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -4804472.000000 Penalty: 5174.708008
	Iteration 6F: 3 clusters Score -4804472 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -4806536.000000 Penalty: 5174.708008
	Iteration 7F: 3 clusters Score -4806536 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -4808179.500000 Penalty: 5174.708008
	Iteration 8F: 3 clusters Score -4808180 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -4809225.500000 Penalty: 5174.708008
	Iteration 9Q: 3 clusters Score -4809226 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -4809900.000000 Penalty: 5174.708008
	Iteration 10Q: 3 clusters Score -4809900 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -4810307.000000 Penalty: 5174.708008
	Iteration 11Q: 3 clusters Score -4810307 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -4810585.000000 Penalty: 5174.708008
	Iteration 12Q: 3 clusters Score -4810585 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -4810790.000000 Penalty: 5174.708008
	Iteration 13Q: 3 clusters Score -4810790 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32385 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -4810893.500000 Penalty: 5174.708008
	Iteration 14Q: 3 clusters Score -4810894 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32521 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4810962.500000 Penalty: 5174.708008
	Iteration 15Q: 3 clusters Score -4810962 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4811000.500000 Penalty: 5174.708008
	Iteration 16Q: 3 clusters Score -4811000 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32680 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4811021.500000 Penalty: 5174.708008
	Iteration 17Q: 3 clusters Score -4811022 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4811040.000000 Penalty: 5174.708008
	Iteration 18Q: 3 clusters Score -4811040 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -4811045.500000 Penalty: 5174.708008
	Iteration 19Q: 3 clusters Score -4811046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -4811067.500000 Penalty: 5174.708008
	Iteration 20F: 3 clusters Score -4811068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4811063.500000 Penalty: 5174.708008
	Iteration 21Q: 3 clusters Score -4811064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4811073.500000 Penalty: 5174.708008
	Iteration 22Q: 3 clusters Score -4811074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4811072.000000 Penalty: 5174.708008
	Iteration 23Q: 3 clusters Score -4811072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4811069.500000 Penalty: 5174.708008
	Iteration 24Q: 3 clusters Score -4811070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32807 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4811068.500000 Penalty: 5174.708008
	Iteration 25Q: 3 clusters Score -4811068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -4811071.000000 Penalty: 5174.708008
	Iteration 26Q: 3 clusters Score -4811071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4811072.000000 Penalty: 5174.708008
	Iteration 27Q: 3 clusters Score -4811072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4811069.500000 Penalty: 5174.708008
	Iteration 28Q: 3 clusters Score -4811070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4811076.000000 Penalty: 5174.708008
	Iteration 29Q: 3 clusters Score -4811076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4811080.000000 Penalty: 5174.708008
	Iteration 30Q: 3 clusters Score -4811080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4811080.500000 Penalty: 5174.708008
	Iteration 31Q: 3 clusters Score -4811080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4811085.500000 Penalty: 5174.708008
	Iteration 32Q: 3 clusters Score -4811086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4811088.500000 Penalty: 5174.708008
	Iteration 33Q: 3 clusters Score -4811088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -4811086.500000 Penalty: 5174.708008
	Iteration 34Q: 3 clusters Score -4811086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32840 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4811090.000000 Penalty: 5174.708008
	Iteration 35Q: 3 clusters Score -4811090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4811091.500000 Penalty: 5174.708008
	Iteration 36Q: 3 clusters Score -4811092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4811092.500000 Penalty: 5174.708008
	Iteration 37Q: 3 clusters Score -4811092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4811090.500000 Penalty: 5174.708008
	Iteration 38Q: 3 clusters Score -4811090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32852 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4811091.000000 Penalty: 5174.708008
	Iteration 39Q: 3 clusters Score -4811091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32852 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4811091.000000 Penalty: 5174.708008
	Iteration 40F: 3 clusters Score -4811091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Entering Unmasked Estep 
Score: -186646.687500 Penalty: 1792.099854
	Iteration 0F: 2 clusters Score -186646.7 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 664 members 
Entering Unmasked Estep 
Score: -184435.359375 Penalty: 3584.199707
	Iteration 0F: 3 clusters Score -184435.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -184804.921875 Penalty: 3584.199707
	Iteration 1F: 3 clusters Score -184804.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -184909.578125 Penalty: 3584.199707
	Iteration 2F: 3 clusters Score -184909.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -184952.484375 Penalty: 3584.199707
	Iteration 3Q: 3 clusters Score -184952.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -184984.109375 Penalty: 3584.199707
	Iteration 4Q: 3 clusters Score -184984.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -185009.109375 Penalty: 3584.199707
	Iteration 5Q: 3 clusters Score -185009.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -185021.890625 Penalty: 3584.199707
	Iteration 6Q: 3 clusters Score -185021.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -185030.343750 Penalty: 3584.199707
	Iteration 7Q: 3 clusters Score -185030.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -185039.234375 Penalty: 3584.199707
	Iteration 8Q: 3 clusters Score -185039.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -185056.156250 Penalty: 3584.199707
	Iteration 9Q: 3 clusters Score -185056.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -185072.140625 Penalty: 3584.199707
	Iteration 10Q: 3 clusters Score -185072.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -185083.015625 Penalty: 3584.199707
	Iteration 11Q: 3 clusters Score -185083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -185088.859375 Penalty: 3584.199707
	Iteration 12Q: 3 clusters Score -185088.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -185095.203125 Penalty: 3584.199707
	Iteration 13Q: 3 clusters Score -185095.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -185099.765625 Penalty: 3584.199707
	Iteration 14Q: 3 clusters Score -185099.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -185107.437500 Penalty: 3584.199707
	Iteration 15Q: 3 clusters Score -185107.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -185111.046875 Penalty: 3584.199707
	Iteration 16Q: 3 clusters Score -185111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -185112.140625 Penalty: 3584.199707
	Iteration 17Q: 3 clusters Score -185112.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -185118.875000 Penalty: 3584.199707
	Iteration 18Q: 3 clusters Score -185118.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -185131.500000 Penalty: 3584.199707
	Iteration 19Q: 3 clusters Score -185131.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -185138.531250 Penalty: 3584.199707
	Iteration 20F: 3 clusters Score -185138.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -185148.890625 Penalty: 3584.199707
	Iteration 21Q: 3 clusters Score -185148.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -185158.562500 Penalty: 3584.199707
	Iteration 22Q: 3 clusters Score -185158.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -185180.609375 Penalty: 3584.199707
	Iteration 23Q: 3 clusters Score -185180.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -185196.953125 Penalty: 3584.199707
	Iteration 24Q: 3 clusters Score -185197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -185215.984375 Penalty: 3584.199707
	Iteration 25Q: 3 clusters Score -185216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -185239.750000 Penalty: 3584.199707
	Iteration 26Q: 3 clusters Score -185239.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -185259.843750 Penalty: 3584.199707
	Iteration 27Q: 3 clusters Score -185259.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -185285.546875 Penalty: 3584.199707
	Iteration 28Q: 3 clusters Score -185285.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -185307.109375 Penalty: 3584.199707
	Iteration 29Q: 3 clusters Score -185307.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -185315.203125 Penalty: 3584.199707
	Iteration 30Q: 3 clusters Score -185315.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -185323.750000 Penalty: 3584.199707
	Iteration 31Q: 3 clusters Score -185323.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -185336.859375 Penalty: 3584.199707
	Iteration 32Q: 3 clusters Score -185336.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -185344.734375 Penalty: 3584.199707
	Iteration 33Q: 3 clusters Score -185344.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -185355.406250 Penalty: 3584.199707
	Iteration 34Q: 3 clusters Score -185355.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -185363.718750 Penalty: 3584.199707
	Iteration 35Q: 3 clusters Score -185363.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -185373.828125 Penalty: 3584.199707
	Iteration 36Q: 3 clusters Score -185373.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -185383.156250 Penalty: 3584.199707
	Iteration 37Q: 3 clusters Score -185383.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -185388.265625 Penalty: 3584.199707
	Iteration 38Q: 3 clusters Score -185388.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -185397.093750 Penalty: 3584.199707
	Iteration 39Q: 3 clusters Score -185397.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -185406.906250 Penalty: 3584.199707
	Iteration 40F: 3 clusters Score -185406.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -185417.765625 Penalty: 3584.199707
	Iteration 41Q: 3 clusters Score -185417.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -185426.250000 Penalty: 3584.199707
	Iteration 42Q: 3 clusters Score -185426.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -185434.796875 Penalty: 3584.199707
	Iteration 43Q: 3 clusters Score -185434.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -185438.000000 Penalty: 3584.199707
	Iteration 44Q: 3 clusters Score -185438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -185444.671875 Penalty: 3584.199707
	Iteration 45Q: 3 clusters Score -185444.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -185454.796875 Penalty: 3584.199707
	Iteration 46Q: 3 clusters Score -185454.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -185467.796875 Penalty: 3584.199707
	Iteration 47Q: 3 clusters Score -185467.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -185479.890625 Penalty: 3584.199707
	Iteration 48Q: 3 clusters Score -185479.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -185511.265625 Penalty: 3584.199707
	Iteration 49Q: 3 clusters Score -185511.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -185535.718750 Penalty: 3584.199707
	Iteration 50Q: 3 clusters Score -185535.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -185560.453125 Penalty: 3584.199707
	Iteration 51Q: 3 clusters Score -185560.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -185587.234375 Penalty: 3584.199707
	Iteration 52Q: 3 clusters Score -185587.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -185649.453125 Penalty: 3584.199707
	Iteration 53Q: 3 clusters Score -185649.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -185749.937500 Penalty: 3584.199707
	Iteration 54Q: 3 clusters Score -185749.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -186046.921875 Penalty: 3584.199707
	Iteration 55Q: 3 clusters Score -186046.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -186926.234375 Penalty: 3584.199707
	Iteration 56F: 3 clusters Score -186926.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -187769.828125 Penalty: 3584.199707
	Iteration 57Q: 3 clusters Score -187769.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -187769.828125 Penalty: 3584.199707
	Iteration 58F: 3 clusters Score -187769.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 784 members 
Mstep: Class 3 contains 810 members 
Mstep: Class 4 contains 140709 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 3836 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 43894 members 
Mstep: Class 9 contains 91687 members 
Mstep: Class 10 contains 1030 members 
Mstep: Class 11 contains 17628 members 
Mstep: Class 12 contains 27156 members 
Mstep: Class 13 contains 17205 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 17608 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66433 members 
Mstep: Class 19 contains 7476 members 
Mstep: Class 20 contains 125837 members 
Mstep: Class 21 contains 19314 members 
Mstep: Class 22 contains 166155 members 
Mstep: Class 23 contains 174674 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 591 members 
Entering Unmasked Estep 
Score: -132689432.000000 Penalty: 85410.039062
Splitting cluster 2 changes total score from -132689904.000000 to -132689432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Entering Unmasked Estep 
Score: -102591.179688 Penalty: 1660.864502
	Iteration 0F: 2 clusters Score -102591.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -100852.117188 Penalty: 3321.729004
	Iteration 0F: 3 clusters Score -100852.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -101230.968750 Penalty: 3321.729004
	Iteration 1F: 3 clusters Score -101231 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -101326.382812 Penalty: 3321.729004
	Iteration 2F: 3 clusters Score -101326.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -101374.617188 Penalty: 3321.729004
	Iteration 3Q: 3 clusters Score -101374.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -101404.437500 Penalty: 3321.729004
	Iteration 4Q: 3 clusters Score -101404.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -101416.812500 Penalty: 3321.729004
	Iteration 5Q: 3 clusters Score -101416.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -101426.367188 Penalty: 3321.729004
	Iteration 6Q: 3 clusters Score -101426.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -101432.945312 Penalty: 3321.729004
	Iteration 7Q: 3 clusters Score -101432.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -101435.375000 Penalty: 3321.729004
	Iteration 8Q: 3 clusters Score -101435.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -101437.148438 Penalty: 3321.729004
	Iteration 9Q: 3 clusters Score -101437.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -101437.148438 Penalty: 3321.729004
	Iteration 10F: 3 clusters Score -101437.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (140709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140709 members 
Entering Unmasked Estep 
Score: -19673776.000000 Penalty: 2939.903320
	Iteration 0F: 2 clusters Score -1.967378e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70198 members 
Mstep: Class 2 contains 70511 members 
Entering Unmasked Estep 
Score: -19581970.000000 Penalty: 5879.806641
	Iteration 0F: 3 clusters Score -1.958197e+07 nChanged 67347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68163 members 
Mstep: Class 2 contains 72546 members 
Entering Unmasked Estep 
Score: -19621258.000000 Penalty: 5879.806641
	Iteration 1F: 3 clusters Score -1.962126e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66862 members 
Mstep: Class 2 contains 73847 members 
Entering Unmasked Estep 
Score: -19622068.000000 Penalty: 5879.806641
	Iteration 2Q: 3 clusters Score -1.962207e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64907 members 
Mstep: Class 2 contains 75802 members 
Entering Unmasked Estep 
Score: -19623196.000000 Penalty: 5879.806641
	Iteration 3Q: 3 clusters Score -1.96232e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61973 members 
Mstep: Class 2 contains 78736 members 
Entering Unmasked Estep 
Score: -19625062.000000 Penalty: 5879.806641
	Iteration 4Q: 3 clusters Score -1.962506e+07 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57876 members 
Mstep: Class 2 contains 82833 members 
Entering Unmasked Estep 
Score: -19627568.000000 Penalty: 5879.806641
	Iteration 5Q: 3 clusters Score -1.962757e+07 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52267 members 
Mstep: Class 2 contains 88442 members 
Entering Unmasked Estep 
Score: -19631382.000000 Penalty: 5879.806641
	Iteration 6Q: 3 clusters Score -1.963138e+07 nChanged 8290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45141 members 
Mstep: Class 2 contains 95568 members 
Entering Unmasked Estep 
Score: -19636788.000000 Penalty: 5879.806641
	Iteration 7F: 3 clusters Score -1.963679e+07 nChanged 8717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37452 members 
Mstep: Class 2 contains 103257 members 
Entering Unmasked Estep 
Score: -19642932.000000 Penalty: 5879.806641
	Iteration 8F: 3 clusters Score -1.964293e+07 nChanged 8203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 110470 members 
Entering Unmasked Estep 
Score: -19648986.000000 Penalty: 5879.806641
	Iteration 9F: 3 clusters Score -1.964899e+07 nChanged 6920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 116390 members 
Entering Unmasked Estep 
Score: -19654256.000000 Penalty: 5879.806641
	Iteration 10Q: 3 clusters Score -1.965426e+07 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 120689 members 
Entering Unmasked Estep 
Score: -19658320.000000 Penalty: 5879.806641
	Iteration 11Q: 3 clusters Score -1.965832e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 123695 members 
Entering Unmasked Estep 
Score: -19661186.000000 Penalty: 5879.806641
	Iteration 12Q: 3 clusters Score -1.966119e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 125833 members 
Entering Unmasked Estep 
Score: -19663044.000000 Penalty: 5879.806641
	Iteration 13Q: 3 clusters Score -1.966304e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 127349 members 
Entering Unmasked Estep 
Score: -19664184.000000 Penalty: 5879.806641
	Iteration 14Q: 3 clusters Score -1.966418e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 128596 members 
Entering Unmasked Estep 
Score: -19665114.000000 Penalty: 5879.806641
	Iteration 15Q: 3 clusters Score -1.966511e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 129736 members 
Entering Unmasked Estep 
Score: -19665884.000000 Penalty: 5879.806641
	Iteration 16Q: 3 clusters Score -1.966588e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 130738 members 
Entering Unmasked Estep 
Score: -19666536.000000 Penalty: 5879.806641
	Iteration 17Q: 3 clusters Score -1.966654e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 131642 members 
Entering Unmasked Estep 
Score: -19667082.000000 Penalty: 5879.806641
	Iteration 18Q: 3 clusters Score -1.966708e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 132446 members 
Entering Unmasked Estep 
Score: -19667476.000000 Penalty: 5879.806641
	Iteration 19Q: 3 clusters Score -1.966748e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 133129 members 
Entering Unmasked Estep 
Score: -19667924.000000 Penalty: 5879.806641
	Iteration 20F: 3 clusters Score -1.966792e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 133728 members 
Entering Unmasked Estep 
Score: -19668258.000000 Penalty: 5879.806641
	Iteration 21Q: 3 clusters Score -1.966826e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 134236 members 
Entering Unmasked Estep 
Score: -19668482.000000 Penalty: 5879.806641
	Iteration 22Q: 3 clusters Score -1.966848e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 134673 members 
Entering Unmasked Estep 
Score: -19668726.000000 Penalty: 5879.806641
	Iteration 23Q: 3 clusters Score -1.966873e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 135111 members 
Entering Unmasked Estep 
Score: -19668914.000000 Penalty: 5879.806641
	Iteration 24Q: 3 clusters Score -1.966891e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 135507 members 
Entering Unmasked Estep 
Score: -19669174.000000 Penalty: 5879.806641
	Iteration 25Q: 3 clusters Score -1.966917e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 135856 members 
Entering Unmasked Estep 
Score: -19669334.000000 Penalty: 5879.806641
	Iteration 26Q: 3 clusters Score -1.966933e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 136145 members 
Entering Unmasked Estep 
Score: -19669494.000000 Penalty: 5879.806641
	Iteration 27Q: 3 clusters Score -1.966949e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 136409 members 
Entering Unmasked Estep 
Score: -19669646.000000 Penalty: 5879.806641
	Iteration 28Q: 3 clusters Score -1.966965e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 136633 members 
Entering Unmasked Estep 
Score: -19669800.000000 Penalty: 5879.806641
	Iteration 29Q: 3 clusters Score -1.96698e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 136852 members 
Entering Unmasked Estep 
Score: -19669896.000000 Penalty: 5879.806641
	Iteration 30Q: 3 clusters Score -1.96699e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 137042 members 
Entering Unmasked Estep 
Score: -19669932.000000 Penalty: 5879.806641
	Iteration 31Q: 3 clusters Score -1.966993e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 137230 members 
Entering Unmasked Estep 
Score: -19670078.000000 Penalty: 5879.806641
	Iteration 32Q: 3 clusters Score -1.967008e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 137390 members 
Entering Unmasked Estep 
Score: -19670168.000000 Penalty: 5879.806641
	Iteration 33Q: 3 clusters Score -1.967017e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 137525 members 
Entering Unmasked Estep 
Score: -19670270.000000 Penalty: 5879.806641
	Iteration 34Q: 3 clusters Score -1.967027e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 137638 members 
Entering Unmasked Estep 
Score: -19670336.000000 Penalty: 5879.806641
	Iteration 35Q: 3 clusters Score -1.967034e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 137739 members 
Entering Unmasked Estep 
Score: -19670422.000000 Penalty: 5879.806641
	Iteration 36Q: 3 clusters Score -1.967042e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 137821 members 
Entering Unmasked Estep 
Score: -19670422.000000 Penalty: 5879.806641
	Iteration 37Q: 3 clusters Score -1.967042e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 137894 members 
Entering Unmasked Estep 
Score: -19670478.000000 Penalty: 5879.806641
	Iteration 38Q: 3 clusters Score -1.967048e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 137974 members 
Entering Unmasked Estep 
Score: -19670498.000000 Penalty: 5879.806641
	Iteration 39Q: 3 clusters Score -1.96705e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 138042 members 
Entering Unmasked Estep 
Score: -19670556.000000 Penalty: 5879.806641
	Iteration 40F: 3 clusters Score -1.967056e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 138120 members 
Entering Unmasked Estep 
Score: -19670594.000000 Penalty: 5879.806641
	Iteration 41Q: 3 clusters Score -1.967059e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 138194 members 
Entering Unmasked Estep 
Score: -19670670.000000 Penalty: 5879.806641
	Iteration 42Q: 3 clusters Score -1.967067e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 138255 members 
Entering Unmasked Estep 
Score: -19670692.000000 Penalty: 5879.806641
	Iteration 43Q: 3 clusters Score -1.967069e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 138303 members 
Entering Unmasked Estep 
Score: -19670690.000000 Penalty: 5879.806641
	Iteration 44Q: 3 clusters Score -1.967069e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 138339 members 
Entering Unmasked Estep 
Score: -19670732.000000 Penalty: 5879.806641
	Iteration 45Q: 3 clusters Score -1.967073e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 138380 members 
Entering Unmasked Estep 
Score: -19670748.000000 Penalty: 5879.806641
	Iteration 46Q: 3 clusters Score -1.967075e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 138411 members 
Entering Unmasked Estep 
Score: -19670760.000000 Penalty: 5879.806641
	Iteration 47Q: 3 clusters Score -1.967076e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 138454 members 
Entering Unmasked Estep 
Score: -19670790.000000 Penalty: 5879.806641
	Iteration 48Q: 3 clusters Score -1.967079e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 138499 members 
Entering Unmasked Estep 
Score: -19670818.000000 Penalty: 5879.806641
	Iteration 49Q: 3 clusters Score -1.967082e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 138537 members 
Entering Unmasked Estep 
Score: -19670844.000000 Penalty: 5879.806641
	Iteration 50Q: 3 clusters Score -1.967084e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 138568 members 
Entering Unmasked Estep 
Score: -19670872.000000 Penalty: 5879.806641
	Iteration 51Q: 3 clusters Score -1.967087e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 138602 members 
Entering Unmasked Estep 
Score: -19670880.000000 Penalty: 5879.806641
	Iteration 52Q: 3 clusters Score -1.967088e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 138627 members 
Entering Unmasked Estep 
Score: -19670884.000000 Penalty: 5879.806641
	Iteration 53Q: 3 clusters Score -1.967088e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 138646 members 
Entering Unmasked Estep 
Score: -19670876.000000 Penalty: 5879.806641
	Iteration 54Q: 3 clusters Score -1.967088e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 138662 members 
Entering Unmasked Estep 
Score: -19670868.000000 Penalty: 5879.806641
	Iteration 55Q: 3 clusters Score -1.967087e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 138689 members 
Entering Unmasked Estep 
Score: -19670878.000000 Penalty: 5879.806641
	Iteration 56Q: 3 clusters Score -1.967088e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 138711 members 
Entering Unmasked Estep 
Score: -19670898.000000 Penalty: 5879.806641
	Iteration 57Q: 3 clusters Score -1.96709e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 138732 members 
Entering Unmasked Estep 
Score: -19670938.000000 Penalty: 5879.806641
	Iteration 58Q: 3 clusters Score -1.967094e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 138750 members 
Entering Unmasked Estep 
Score: -19670922.000000 Penalty: 5879.806641
	Iteration 59Q: 3 clusters Score -1.967092e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 138763 members 
Entering Unmasked Estep 
Score: -19670942.000000 Penalty: 5879.806641
	Iteration 60F: 3 clusters Score -1.967094e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 138770 members 
Entering Unmasked Estep 
Score: -19670934.000000 Penalty: 5879.806641
	Iteration 61Q: 3 clusters Score -1.967093e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 138776 members 
Entering Unmasked Estep 
Score: -19670920.000000 Penalty: 5879.806641
	Iteration 62Q: 3 clusters Score -1.967092e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 138784 members 
Entering Unmasked Estep 
Score: -19670934.000000 Penalty: 5879.806641
	Iteration 63Q: 3 clusters Score -1.967093e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 138790 members 
Entering Unmasked Estep 
Score: -19670944.000000 Penalty: 5879.806641
	Iteration 64Q: 3 clusters Score -1.967094e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 138800 members 
Entering Unmasked Estep 
Score: -19670950.000000 Penalty: 5879.806641
	Iteration 65Q: 3 clusters Score -1.967095e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 138806 members 
Entering Unmasked Estep 
Score: -19670958.000000 Penalty: 5879.806641
	Iteration 66Q: 3 clusters Score -1.967096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 138811 members 
Entering Unmasked Estep 
Score: -19670958.000000 Penalty: 5879.806641
	Iteration 67Q: 3 clusters Score -1.967096e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 138819 members 
Entering Unmasked Estep 
Score: -19670958.000000 Penalty: 5879.806641
	Iteration 68Q: 3 clusters Score -1.967096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 138828 members 
Entering Unmasked Estep 
Score: -19670962.000000 Penalty: 5879.806641
	Iteration 69Q: 3 clusters Score -1.967096e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 138833 members 
Entering Unmasked Estep 
Score: -19670968.000000 Penalty: 5879.806641
	Iteration 70Q: 3 clusters Score -1.967097e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 138842 members 
Entering Unmasked Estep 
Score: -19670990.000000 Penalty: 5879.806641
	Iteration 71Q: 3 clusters Score -1.967099e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 138848 members 
Entering Unmasked Estep 
Score: -19670982.000000 Penalty: 5879.806641
	Iteration 72Q: 3 clusters Score -1.967098e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 138852 members 
Entering Unmasked Estep 
Score: -19670972.000000 Penalty: 5879.806641
	Iteration 73Q: 3 clusters Score -1.967097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 138853 members 
Entering Unmasked Estep 
Score: -19670974.000000 Penalty: 5879.806641
	Iteration 74Q: 3 clusters Score -1.967097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 138856 members 
Entering Unmasked Estep 
Score: -19670978.000000 Penalty: 5879.806641
	Iteration 75Q: 3 clusters Score -1.967098e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 138862 members 
Entering Unmasked Estep 
Score: -19670972.000000 Penalty: 5879.806641
	Iteration 76Q: 3 clusters Score -1.967097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 138866 members 
Entering Unmasked Estep 
Score: -19670962.000000 Penalty: 5879.806641
	Iteration 77Q: 3 clusters Score -1.967096e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 138873 members 
Entering Unmasked Estep 
Score: -19670978.000000 Penalty: 5879.806641
	Iteration 78Q: 3 clusters Score -1.967098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 138875 members 
Entering Unmasked Estep 
Score: -19670980.000000 Penalty: 5879.806641
	Iteration 79Q: 3 clusters Score -1.967098e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 138875 members 
Entering Unmasked Estep 
Score: -19670980.000000 Penalty: 5879.806641
	Iteration 80F: 3 clusters Score -1.967098e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Entering Unmasked Estep 
Score: -90747.757812 Penalty: 1659.944214
	Iteration 0F: 2 clusters Score -90747.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -89217.515625 Penalty: 3319.888428
	Iteration 0F: 3 clusters Score -89217.52 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -89840.804688 Penalty: 3319.888428
	Iteration 1F: 3 clusters Score -89840.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -90110.476562 Penalty: 3319.888428
	Iteration 2F: 3 clusters Score -90110.48 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -90345.031250 Penalty: 3319.888428
	Iteration 3F: 3 clusters Score -90345.03 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -90671.250000 Penalty: 3319.888428
	Iteration 4F: 3 clusters Score -90671.25 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -91158.632812 Penalty: 3319.888428
	Iteration 5F: 3 clusters Score -91158.63 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -91513.921875 Penalty: 3319.888428
	Iteration 6Q: 3 clusters Score -91513.92 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -91667.210938 Penalty: 3319.888428
	Iteration 7Q: 3 clusters Score -91667.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -91805.929688 Penalty: 3319.888428
	Iteration 8Q: 3 clusters Score -91805.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -92057.101562 Penalty: 3319.888428
	Iteration 9Q: 3 clusters Score -92057.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -92245.820312 Penalty: 3319.888428
	Iteration 10Q: 3 clusters Score -92245.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -92333.328125 Penalty: 3319.888428
	Iteration 11Q: 3 clusters Score -92333.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -92340.531250 Penalty: 3319.888428
	Iteration 12Q: 3 clusters Score -92340.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -92342.148438 Penalty: 3319.888428
	Iteration 13Q: 3 clusters Score -92342.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -92348.210938 Penalty: 3319.888428
	Iteration 14F: 3 clusters Score -92348.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -92517.687500 Penalty: 3319.888428
	Iteration 15Q: 3 clusters Score -92517.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -92559.507812 Penalty: 3319.888428
	Iteration 16Q: 3 clusters Score -92559.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -92582.500000 Penalty: 3319.888428
	Iteration 17Q: 3 clusters Score -92582.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -92632.015625 Penalty: 3319.888428
	Iteration 18Q: 3 clusters Score -92632.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -92671.414062 Penalty: 3319.888428
	Iteration 19Q: 3 clusters Score -92671.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -92717.351562 Penalty: 3319.888428
	Iteration 20F: 3 clusters Score -92717.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -92750.007812 Penalty: 3319.888428
	Iteration 21Q: 3 clusters Score -92750.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -92756.046875 Penalty: 3319.888428
	Iteration 22Q: 3 clusters Score -92756.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -92756.046875 Penalty: 3319.888428
	Iteration 23F: 3 clusters Score -92756.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 810 members 
Mstep: Class 4 contains 140709 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 3836 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 43894 members 
Mstep: Class 9 contains 91687 members 
Mstep: Class 10 contains 1030 members 
Mstep: Class 11 contains 17628 members 
Mstep: Class 12 contains 27156 members 
Mstep: Class 13 contains 17205 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 17608 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66433 members 
Mstep: Class 19 contains 7476 members 
Mstep: Class 20 contains 125837 members 
Mstep: Class 21 contains 19314 members 
Mstep: Class 22 contains 166155 members 
Mstep: Class 23 contains 174674 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 463 members 
Entering Unmasked Estep 
Score: -132690264.000000 Penalty: 85410.039062
Splitting cluster 5 changes total score from -132689904.000000 to -132690264.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 6 (3836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Entering Unmasked Estep 
Score: -528581.937500 Penalty: 2046.542114
	Iteration 0F: 2 clusters Score -528581.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -524854.000000 Penalty: 4093.084229
	Iteration 0F: 3 clusters Score -524854 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -525710.187500 Penalty: 4093.084229
	Iteration 1F: 3 clusters Score -525710.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -525886.875000 Penalty: 4093.084229
	Iteration 2F: 3 clusters Score -525886.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -525988.750000 Penalty: 4093.084229
	Iteration 3Q: 3 clusters Score -525988.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -526067.375000 Penalty: 4093.084229
	Iteration 4Q: 3 clusters Score -526067.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -526132.375000 Penalty: 4093.084229
	Iteration 5Q: 3 clusters Score -526132.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -526173.687500 Penalty: 4093.084229
	Iteration 6Q: 3 clusters Score -526173.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -526213.625000 Penalty: 4093.084229
	Iteration 7Q: 3 clusters Score -526213.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -526256.437500 Penalty: 4093.084229
	Iteration 8Q: 3 clusters Score -526256.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -526297.375000 Penalty: 4093.084229
	Iteration 9Q: 3 clusters Score -526297.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -526325.437500 Penalty: 4093.084229
	Iteration 10Q: 3 clusters Score -526325.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -526347.875000 Penalty: 4093.084229
	Iteration 11Q: 3 clusters Score -526347.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -526366.875000 Penalty: 4093.084229
	Iteration 12Q: 3 clusters Score -526366.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -526384.312500 Penalty: 4093.084229
	Iteration 13Q: 3 clusters Score -526384.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -526400.187500 Penalty: 4093.084229
	Iteration 14Q: 3 clusters Score -526400.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -526413.187500 Penalty: 4093.084229
	Iteration 15Q: 3 clusters Score -526413.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -526425.312500 Penalty: 4093.084229
	Iteration 16Q: 3 clusters Score -526425.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -526432.250000 Penalty: 4093.084229
	Iteration 17Q: 3 clusters Score -526432.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -526443.812500 Penalty: 4093.084229
	Iteration 18Q: 3 clusters Score -526443.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -526455.562500 Penalty: 4093.084229
	Iteration 19Q: 3 clusters Score -526455.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -526467.687500 Penalty: 4093.084229
	Iteration 20F: 3 clusters Score -526467.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -526479.000000 Penalty: 4093.084229
	Iteration 21Q: 3 clusters Score -526479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -526483.125000 Penalty: 4093.084229
	Iteration 22Q: 3 clusters Score -526483.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -526490.250000 Penalty: 4093.084229
	Iteration 23Q: 3 clusters Score -526490.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -526495.625000 Penalty: 4093.084229
	Iteration 24Q: 3 clusters Score -526495.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -526499.687500 Penalty: 4093.084229
	Iteration 25Q: 3 clusters Score -526499.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -526504.875000 Penalty: 4093.084229
	Iteration 26Q: 3 clusters Score -526504.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -526510.125000 Penalty: 4093.084229
	Iteration 27Q: 3 clusters Score -526510.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -526515.500000 Penalty: 4093.084229
	Iteration 28Q: 3 clusters Score -526515.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -526521.312500 Penalty: 4093.084229
	Iteration 29Q: 3 clusters Score -526521.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -526526.375000 Penalty: 4093.084229
	Iteration 30Q: 3 clusters Score -526526.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -526530.062500 Penalty: 4093.084229
	Iteration 31Q: 3 clusters Score -526530.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -526531.937500 Penalty: 4093.084229
	Iteration 32Q: 3 clusters Score -526531.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -526536.375000 Penalty: 4093.084229
	Iteration 33Q: 3 clusters Score -526536.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -526541.375000 Penalty: 4093.084229
	Iteration 34Q: 3 clusters Score -526541.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -526546.250000 Penalty: 4093.084229
	Iteration 35Q: 3 clusters Score -526546.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -526553.125000 Penalty: 4093.084229
	Iteration 36Q: 3 clusters Score -526553.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -526557.187500 Penalty: 4093.084229
	Iteration 37Q: 3 clusters Score -526557.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -526559.875000 Penalty: 4093.084229
	Iteration 38Q: 3 clusters Score -526559.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -526561.750000 Penalty: 4093.084229
	Iteration 39Q: 3 clusters Score -526561.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -526565.062500 Penalty: 4093.084229
	Iteration 40F: 3 clusters Score -526565.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -526569.562500 Penalty: 4093.084229
	Iteration 41Q: 3 clusters Score -526569.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -526576.062500 Penalty: 4093.084229
	Iteration 42Q: 3 clusters Score -526576.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -526580.187500 Penalty: 4093.084229
	Iteration 43Q: 3 clusters Score -526580.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -526583.812500 Penalty: 4093.084229
	Iteration 44Q: 3 clusters Score -526583.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -526589.625000 Penalty: 4093.084229
	Iteration 45Q: 3 clusters Score -526589.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -526591.687500 Penalty: 4093.084229
	Iteration 46Q: 3 clusters Score -526591.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -526596.250000 Penalty: 4093.084229
	Iteration 47Q: 3 clusters Score -526596.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -526606.562500 Penalty: 4093.084229
	Iteration 48Q: 3 clusters Score -526606.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -526617.187500 Penalty: 4093.084229
	Iteration 49Q: 3 clusters Score -526617.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -526626.125000 Penalty: 4093.084229
	Iteration 50Q: 3 clusters Score -526626.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -526637.687500 Penalty: 4093.084229
	Iteration 51Q: 3 clusters Score -526637.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -526649.562500 Penalty: 4093.084229
	Iteration 52Q: 3 clusters Score -526649.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -526659.625000 Penalty: 4093.084229
	Iteration 53Q: 3 clusters Score -526659.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -526671.687500 Penalty: 4093.084229
	Iteration 54Q: 3 clusters Score -526671.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -526688.437500 Penalty: 4093.084229
	Iteration 55Q: 3 clusters Score -526688.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -526698.562500 Penalty: 4093.084229
	Iteration 56Q: 3 clusters Score -526698.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -526707.750000 Penalty: 4093.084229
	Iteration 57Q: 3 clusters Score -526707.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -526714.937500 Penalty: 4093.084229
	Iteration 58Q: 3 clusters Score -526714.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -526723.687500 Penalty: 4093.084229
	Iteration 59Q: 3 clusters Score -526723.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -526731.187500 Penalty: 4093.084229
	Iteration 60F: 3 clusters Score -526731.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -526738.062500 Penalty: 4093.084229
	Iteration 61Q: 3 clusters Score -526738.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -526746.250000 Penalty: 4093.084229
	Iteration 62Q: 3 clusters Score -526746.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -526754.375000 Penalty: 4093.084229
	Iteration 63Q: 3 clusters Score -526754.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -526762.937500 Penalty: 4093.084229
	Iteration 64Q: 3 clusters Score -526762.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -526773.437500 Penalty: 4093.084229
	Iteration 65Q: 3 clusters Score -526773.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -526788.437500 Penalty: 4093.084229
	Iteration 66Q: 3 clusters Score -526788.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -526812.000000 Penalty: 4093.084229
	Iteration 67Q: 3 clusters Score -526812 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -526833.875000 Penalty: 4093.084229
	Iteration 68Q: 3 clusters Score -526833.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -526848.875000 Penalty: 4093.084229
	Iteration 69Q: 3 clusters Score -526848.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -526861.125000 Penalty: 4093.084229
	Iteration 70Q: 3 clusters Score -526861.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -526874.000000 Penalty: 4093.084229
	Iteration 71Q: 3 clusters Score -526874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -526884.062500 Penalty: 4093.084229
	Iteration 72Q: 3 clusters Score -526884.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -526894.125000 Penalty: 4093.084229
	Iteration 73Q: 3 clusters Score -526894.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -526903.625000 Penalty: 4093.084229
	Iteration 74Q: 3 clusters Score -526903.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -526910.875000 Penalty: 4093.084229
	Iteration 75Q: 3 clusters Score -526910.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -526916.687500 Penalty: 4093.084229
	Iteration 76Q: 3 clusters Score -526916.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -526923.937500 Penalty: 4093.084229
	Iteration 77Q: 3 clusters Score -526923.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -526929.187500 Penalty: 4093.084229
	Iteration 78Q: 3 clusters Score -526929.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -526936.687500 Penalty: 4093.084229
	Iteration 79Q: 3 clusters Score -526936.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -526939.500000 Penalty: 4093.084229
	Iteration 80F: 3 clusters Score -526939.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -526942.562500 Penalty: 4093.084229
	Iteration 81Q: 3 clusters Score -526942.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -526945.625000 Penalty: 4093.084229
	Iteration 82Q: 3 clusters Score -526945.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -526952.750000 Penalty: 4093.084229
	Iteration 83Q: 3 clusters Score -526952.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -526961.000000 Penalty: 4093.084229
	Iteration 84Q: 3 clusters Score -526961 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -526972.812500 Penalty: 4093.084229
	Iteration 85Q: 3 clusters Score -526972.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -526981.437500 Penalty: 4093.084229
	Iteration 86Q: 3 clusters Score -526981.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -526990.500000 Penalty: 4093.084229
	Iteration 87Q: 3 clusters Score -526990.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -526993.437500 Penalty: 4093.084229
	Iteration 88Q: 3 clusters Score -526993.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -527000.625000 Penalty: 4093.084229
	Iteration 89Q: 3 clusters Score -527000.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -527011.312500 Penalty: 4093.084229
	Iteration 90Q: 3 clusters Score -527011.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -527018.375000 Penalty: 4093.084229
	Iteration 91Q: 3 clusters Score -527018.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -527022.000000 Penalty: 4093.084229
	Iteration 92Q: 3 clusters Score -527022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -527027.500000 Penalty: 4093.084229
	Iteration 93Q: 3 clusters Score -527027.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -527036.625000 Penalty: 4093.084229
	Iteration 94Q: 3 clusters Score -527036.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -527040.500000 Penalty: 4093.084229
	Iteration 95Q: 3 clusters Score -527040.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -527044.062500 Penalty: 4093.084229
	Iteration 96Q: 3 clusters Score -527044.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -527052.312500 Penalty: 4093.084229
	Iteration 97Q: 3 clusters Score -527052.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -527062.937500 Penalty: 4093.084229
	Iteration 98Q: 3 clusters Score -527062.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -527070.125000 Penalty: 4093.084229
	Iteration 99Q: 3 clusters Score -527070.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -527075.500000 Penalty: 4093.084229
	Iteration 100F: 3 clusters Score -527075.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -527079.062500 Penalty: 4093.084229
	Iteration 101Q: 3 clusters Score -527079.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -527081.062500 Penalty: 4093.084229
	Iteration 102Q: 3 clusters Score -527081.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -527082.125000 Penalty: 4093.084229
	Iteration 103Q: 3 clusters Score -527082.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -527084.625000 Penalty: 4093.084229
	Iteration 104Q: 3 clusters Score -527084.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -527087.562500 Penalty: 4093.084229
	Iteration 105Q: 3 clusters Score -527087.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -527090.125000 Penalty: 4093.084229
	Iteration 106Q: 3 clusters Score -527090.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -527092.125000 Penalty: 4093.084229
	Iteration 107Q: 3 clusters Score -527092.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -527094.562500 Penalty: 4093.084229
	Iteration 108Q: 3 clusters Score -527094.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -527096.812500 Penalty: 4093.084229
	Iteration 109Q: 3 clusters Score -527096.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -527098.375000 Penalty: 4093.084229
	Iteration 110Q: 3 clusters Score -527098.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -527098.250000 Penalty: 4093.084229
	Iteration 111Q: 3 clusters Score -527098.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -527099.562500 Penalty: 4093.084229
	Iteration 112Q: 3 clusters Score -527099.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -527100.250000 Penalty: 4093.084229
	Iteration 113Q: 3 clusters Score -527100.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -527101.187500 Penalty: 4093.084229
	Iteration 114Q: 3 clusters Score -527101.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -527102.250000 Penalty: 4093.084229
	Iteration 115Q: 3 clusters Score -527102.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -527102.250000 Penalty: 4093.084229
	Iteration 116F: 3 clusters Score -527102.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -29932.371094 Penalty: 1407.834961
	Iteration 0F: 2 clusters Score -29932.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -28802.720703 Penalty: 2815.669922
	Iteration 0F: 3 clusters Score -28802.72 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -29006.544922 Penalty: 2815.669922
	Iteration 1F: 3 clusters Score -29006.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -29254.052734 Penalty: 2815.669922
	Iteration 2F: 3 clusters Score -29254.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -29291.791016 Penalty: 2815.669922
	Iteration 3Q: 3 clusters Score -29291.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29320.869141 Penalty: 2815.669922
	Iteration 4Q: 3 clusters Score -29320.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -29332.615234 Penalty: 2815.669922
	Iteration 5Q: 3 clusters Score -29332.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -29340.582031 Penalty: 2815.669922
	Iteration 6Q: 3 clusters Score -29340.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -29340.582031 Penalty: 2815.669922
	Iteration 7F: 3 clusters Score -29340.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (43894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43894 members 
Entering Unmasked Estep 
Score: -6255067.500000 Penalty: 2651.004150
	Iteration 0F: 2 clusters Score -6255068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -6225283.500000 Penalty: 5302.008301
	Iteration 0F: 3 clusters Score -6225284 nChanged 20192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -6236364.000000 Penalty: 5302.008301
	Iteration 1F: 3 clusters Score -6236364 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -6236867.500000 Penalty: 5302.008301
	Iteration 2Q: 3 clusters Score -6236868 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -6237250.500000 Penalty: 5302.008301
	Iteration 3Q: 3 clusters Score -6237250 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -6237607.000000 Penalty: 5302.008301
	Iteration 4Q: 3 clusters Score -6237607 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -6238066.500000 Penalty: 5302.008301
	Iteration 5Q: 3 clusters Score -6238066 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -6238700.000000 Penalty: 5302.008301
	Iteration 6Q: 3 clusters Score -6238700 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -6239603.000000 Penalty: 5302.008301
	Iteration 7Q: 3 clusters Score -6239603 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 29858 members 
Entering Unmasked Estep 
Score: -6240972.500000 Penalty: 5302.008301
	Iteration 8F: 3 clusters Score -6240972 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -6242911.000000 Penalty: 5302.008301
	Iteration 9F: 3 clusters Score -6242911 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -6245496.500000 Penalty: 5302.008301
	Iteration 10F: 3 clusters Score -6245496 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 38646 members 
Entering Unmasked Estep 
Score: -6248160.000000 Penalty: 5302.008301
	Iteration 11F: 3 clusters Score -6248160 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -6250169.500000 Penalty: 5302.008301
	Iteration 12F: 3 clusters Score -6250170 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 42238 members 
Entering Unmasked Estep 
Score: -6251473.000000 Penalty: 5302.008301
	Iteration 13Q: 3 clusters Score -6251473 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 42930 members 
Entering Unmasked Estep 
Score: -6252106.500000 Penalty: 5302.008301
	Iteration 14Q: 3 clusters Score -6252106 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 43220 members 
Entering Unmasked Estep 
Score: -6252401.500000 Penalty: 5302.008301
	Iteration 15Q: 3 clusters Score -6252402 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 43356 members 
Entering Unmasked Estep 
Score: -6252552.500000 Penalty: 5302.008301
	Iteration 16Q: 3 clusters Score -6252552 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 43414 members 
Entering Unmasked Estep 
Score: -6252641.000000 Penalty: 5302.008301
	Iteration 17Q: 3 clusters Score -6252641 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
Score: -6252700.500000 Penalty: 5302.008301
	Iteration 18Q: 3 clusters Score -6252700 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 43483 members 
Entering Unmasked Estep 
Score: -6252742.000000 Penalty: 5302.008301
	Iteration 19Q: 3 clusters Score -6252742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 43497 members 
Entering Unmasked Estep 
Score: -6252757.000000 Penalty: 5302.008301
	Iteration 20F: 3 clusters Score -6252757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
Score: -6252776.000000 Penalty: 5302.008301
	Iteration 21Q: 3 clusters Score -6252776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 43513 members 
Entering Unmasked Estep 
Score: -6252779.500000 Penalty: 5302.008301
	Iteration 22Q: 3 clusters Score -6252780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -6252796.000000 Penalty: 5302.008301
	Iteration 23Q: 3 clusters Score -6252796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -6252805.500000 Penalty: 5302.008301
	Iteration 24Q: 3 clusters Score -6252806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 43517 members 
Entering Unmasked Estep 
Score: -6252808.000000 Penalty: 5302.008301
	Iteration 25Q: 3 clusters Score -6252808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 43524 members 
Entering Unmasked Estep 
Score: -6252816.500000 Penalty: 5302.008301
	Iteration 26Q: 3 clusters Score -6252816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -6252819.000000 Penalty: 5302.008301
	Iteration 27Q: 3 clusters Score -6252819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 43534 members 
Entering Unmasked Estep 
Score: -6252825.500000 Penalty: 5302.008301
	Iteration 28Q: 3 clusters Score -6252826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 43534 members 
Entering Unmasked Estep 
Score: -6252822.500000 Penalty: 5302.008301
	Iteration 29Q: 3 clusters Score -6252822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -6252824.500000 Penalty: 5302.008301
	Iteration 30Q: 3 clusters Score -6252824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -6252824.500000 Penalty: 5302.008301
	Iteration 31F: 3 clusters Score -6252824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (91687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91687 members 
Entering Unmasked Estep 
Score: -12923815.000000 Penalty: 2833.681641
	Iteration 0F: 2 clusters Score -1.292382e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45918 members 
Mstep: Class 2 contains 45769 members 
Entering Unmasked Estep 
Score: -12862753.000000 Penalty: 5667.363281
	Iteration 0F: 3 clusters Score -1.286275e+07 nChanged 43316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46914 members 
Mstep: Class 2 contains 44773 members 
Entering Unmasked Estep 
Score: -12887502.000000 Penalty: 5667.363281
	Iteration 1F: 3 clusters Score -1.28875e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47362 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -12888395.000000 Penalty: 5667.363281
	Iteration 2Q: 3 clusters Score -1.28884e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48104 members 
Mstep: Class 2 contains 43583 members 
Entering Unmasked Estep 
Score: -12889376.000000 Penalty: 5667.363281
	Iteration 3Q: 3 clusters Score -1.288938e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49134 members 
Mstep: Class 2 contains 42553 members 
Entering Unmasked Estep 
Score: -12890739.000000 Penalty: 5667.363281
	Iteration 4Q: 3 clusters Score -1.289074e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50435 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -12892386.000000 Penalty: 5667.363281
	Iteration 5Q: 3 clusters Score -1.289239e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52166 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -12894623.000000 Penalty: 5667.363281
	Iteration 6Q: 3 clusters Score -1.289462e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54328 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -12897472.000000 Penalty: 5667.363281
	Iteration 7F: 3 clusters Score -1.289747e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56723 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -12901400.000000 Penalty: 5667.363281
	Iteration 8F: 3 clusters Score -1.29014e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58815 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -12905427.000000 Penalty: 5667.363281
	Iteration 9F: 3 clusters Score -1.290543e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60449 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -12908046.000000 Penalty: 5667.363281
	Iteration 10F: 3 clusters Score -1.290805e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61773 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -12909286.000000 Penalty: 5667.363281
	Iteration 11Q: 3 clusters Score -1.290929e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63008 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -12909897.000000 Penalty: 5667.363281
	Iteration 12Q: 3 clusters Score -1.29099e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64222 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -12910291.000000 Penalty: 5667.363281
	Iteration 13Q: 3 clusters Score -1.291029e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65521 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -12910629.000000 Penalty: 5667.363281
	Iteration 14Q: 3 clusters Score -1.291063e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66842 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -12910983.000000 Penalty: 5667.363281
	Iteration 15Q: 3 clusters Score -1.291098e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68174 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -12911312.000000 Penalty: 5667.363281
	Iteration 16Q: 3 clusters Score -1.291131e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69532 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -12911717.000000 Penalty: 5667.363281
	Iteration 17Q: 3 clusters Score -1.291172e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70947 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -12912054.000000 Penalty: 5667.363281
	Iteration 18Q: 3 clusters Score -1.291205e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72381 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -12912554.000000 Penalty: 5667.363281
	Iteration 19Q: 3 clusters Score -1.291255e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73860 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -12913109.000000 Penalty: 5667.363281
	Iteration 20F: 3 clusters Score -1.291311e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75353 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -12913736.000000 Penalty: 5667.363281
	Iteration 21Q: 3 clusters Score -1.291374e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76808 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -12914245.000000 Penalty: 5667.363281
	Iteration 22Q: 3 clusters Score -1.291424e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78338 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -12914865.000000 Penalty: 5667.363281
	Iteration 23Q: 3 clusters Score -1.291486e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79874 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -12915545.000000 Penalty: 5667.363281
	Iteration 24Q: 3 clusters Score -1.291554e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81355 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -12916325.000000 Penalty: 5667.363281
	Iteration 25Q: 3 clusters Score -1.291632e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82726 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -12916978.000000 Penalty: 5667.363281
	Iteration 26Q: 3 clusters Score -1.291698e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83990 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -12917533.000000 Penalty: 5667.363281
	Iteration 27Q: 3 clusters Score -1.291753e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85149 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -12918130.000000 Penalty: 5667.363281
	Iteration 28Q: 3 clusters Score -1.291813e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86211 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -12918748.000000 Penalty: 5667.363281
	Iteration 29Q: 3 clusters Score -1.291875e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87133 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -12919319.000000 Penalty: 5667.363281
	Iteration 30Q: 3 clusters Score -1.291932e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87906 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -12919742.000000 Penalty: 5667.363281
	Iteration 31Q: 3 clusters Score -1.291974e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88569 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -12920061.000000 Penalty: 5667.363281
	Iteration 32Q: 3 clusters Score -1.292006e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89094 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -12920328.000000 Penalty: 5667.363281
	Iteration 33Q: 3 clusters Score -1.292033e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89514 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -12920533.000000 Penalty: 5667.363281
	Iteration 34Q: 3 clusters Score -1.292053e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89842 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -12920658.000000 Penalty: 5667.363281
	Iteration 35Q: 3 clusters Score -1.292066e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90083 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -12920779.000000 Penalty: 5667.363281
	Iteration 36Q: 3 clusters Score -1.292078e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90255 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -12920867.000000 Penalty: 5667.363281
	Iteration 37Q: 3 clusters Score -1.292087e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90391 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -12920948.000000 Penalty: 5667.363281
	Iteration 38Q: 3 clusters Score -1.292095e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90506 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -12921007.000000 Penalty: 5667.363281
	Iteration 39Q: 3 clusters Score -1.292101e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90598 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -12921069.000000 Penalty: 5667.363281
	Iteration 40F: 3 clusters Score -1.292107e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90679 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -12921095.000000 Penalty: 5667.363281
	Iteration 41Q: 3 clusters Score -1.29211e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90741 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -12921138.000000 Penalty: 5667.363281
	Iteration 42Q: 3 clusters Score -1.292114e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90777 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -12921147.000000 Penalty: 5667.363281
	Iteration 43Q: 3 clusters Score -1.292115e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90808 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -12921165.000000 Penalty: 5667.363281
	Iteration 44Q: 3 clusters Score -1.292116e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90839 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -12921206.000000 Penalty: 5667.363281
	Iteration 45Q: 3 clusters Score -1.292121e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90869 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -12921215.000000 Penalty: 5667.363281
	Iteration 46Q: 3 clusters Score -1.292122e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90896 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -12921234.000000 Penalty: 5667.363281
	Iteration 47Q: 3 clusters Score -1.292123e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90912 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -12921247.000000 Penalty: 5667.363281
	Iteration 48Q: 3 clusters Score -1.292125e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90929 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -12921237.000000 Penalty: 5667.363281
	Iteration 49Q: 3 clusters Score -1.292124e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90943 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -12921252.000000 Penalty: 5667.363281
	Iteration 50Q: 3 clusters Score -1.292125e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90957 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -12921269.000000 Penalty: 5667.363281
	Iteration 51Q: 3 clusters Score -1.292127e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90970 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -12921267.000000 Penalty: 5667.363281
	Iteration 52Q: 3 clusters Score -1.292127e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90985 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -12921278.000000 Penalty: 5667.363281
	Iteration 53Q: 3 clusters Score -1.292128e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90994 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -12921268.000000 Penalty: 5667.363281
	Iteration 54Q: 3 clusters Score -1.292127e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91004 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -12921279.000000 Penalty: 5667.363281
	Iteration 55Q: 3 clusters Score -1.292128e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91011 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -12921288.000000 Penalty: 5667.363281
	Iteration 56Q: 3 clusters Score -1.292129e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91017 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -12921290.000000 Penalty: 5667.363281
	Iteration 57Q: 3 clusters Score -1.292129e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91023 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -12921291.000000 Penalty: 5667.363281
	Iteration 58Q: 3 clusters Score -1.292129e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91027 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -12921276.000000 Penalty: 5667.363281
	Iteration 59Q: 3 clusters Score -1.292128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91030 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -12921291.000000 Penalty: 5667.363281
	Iteration 60F: 3 clusters Score -1.292129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91033 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -12921298.000000 Penalty: 5667.363281
	Iteration 61Q: 3 clusters Score -1.29213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91038 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -12921290.000000 Penalty: 5667.363281
	Iteration 62Q: 3 clusters Score -1.292129e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91045 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -12921297.000000 Penalty: 5667.363281
	Iteration 63Q: 3 clusters Score -1.29213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91049 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -12921301.000000 Penalty: 5667.363281
	Iteration 64Q: 3 clusters Score -1.29213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91049 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -12921307.000000 Penalty: 5667.363281
	Iteration 65Q: 3 clusters Score -1.292131e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91049 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -12921307.000000 Penalty: 5667.363281
	Iteration 66F: 3 clusters Score -1.292131e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Entering Unmasked Estep 
Score: -136995.015625 Penalty: 1720.453857
	Iteration 0F: 2 clusters Score -136995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -135046.390625 Penalty: 3440.907715
	Iteration 0F: 3 clusters Score -135046.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -135354.937500 Penalty: 3440.907715
	Iteration 1F: 3 clusters Score -135354.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -135442.640625 Penalty: 3440.907715
	Iteration 2F: 3 clusters Score -135442.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -135498.265625 Penalty: 3440.907715
	Iteration 3Q: 3 clusters Score -135498.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -135543.546875 Penalty: 3440.907715
	Iteration 4Q: 3 clusters Score -135543.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -135598.484375 Penalty: 3440.907715
	Iteration 5Q: 3 clusters Score -135598.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -135638.000000 Penalty: 3440.907715
	Iteration 6Q: 3 clusters Score -135638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -135658.390625 Penalty: 3440.907715
	Iteration 7Q: 3 clusters Score -135658.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -135670.328125 Penalty: 3440.907715
	Iteration 8Q: 3 clusters Score -135670.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -135676.984375 Penalty: 3440.907715
	Iteration 9Q: 3 clusters Score -135677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -135683.281250 Penalty: 3440.907715
	Iteration 10Q: 3 clusters Score -135683.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -135687.718750 Penalty: 3440.907715
	Iteration 11Q: 3 clusters Score -135687.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -135687.718750 Penalty: 3440.907715
	Iteration 12F: 3 clusters Score -135687.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Entering Unmasked Estep 
Score: -2501946.000000 Penalty: 2424.756348
	Iteration 0F: 2 clusters Score -2501946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2489382.500000 Penalty: 4849.512695
	Iteration 0F: 3 clusters Score -2489382 nChanged 7697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2493603.250000 Penalty: 4849.512695
	Iteration 1F: 3 clusters Score -2493603 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -2493947.500000 Penalty: 4849.512695
	Iteration 2F: 3 clusters Score -2493948 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -2494180.250000 Penalty: 4849.512695
	Iteration 3Q: 3 clusters Score -2494180 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -2494380.500000 Penalty: 4849.512695
	Iteration 4Q: 3 clusters Score -2494380 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -2494550.000000 Penalty: 4849.512695
	Iteration 5Q: 3 clusters Score -2494550 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -2494649.000000 Penalty: 4849.512695
	Iteration 6Q: 3 clusters Score -2494649 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -2494749.500000 Penalty: 4849.512695
	Iteration 7Q: 3 clusters Score -2494750 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2494861.500000 Penalty: 4849.512695
	Iteration 8Q: 3 clusters Score -2494862 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2494980.500000 Penalty: 4849.512695
	Iteration 9Q: 3 clusters Score -2494980 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2495090.750000 Penalty: 4849.512695
	Iteration 10Q: 3 clusters Score -2495091 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -2495236.000000 Penalty: 4849.512695
	Iteration 11Q: 3 clusters Score -2495236 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2495391.000000 Penalty: 4849.512695
	Iteration 12Q: 3 clusters Score -2495391 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -2495581.250000 Penalty: 4849.512695
	Iteration 13Q: 3 clusters Score -2495581 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -2495814.000000 Penalty: 4849.512695
	Iteration 14Q: 3 clusters Score -2495814 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2496118.000000 Penalty: 4849.512695
	Iteration 15Q: 3 clusters Score -2496118 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2496550.500000 Penalty: 4849.512695
	Iteration 16Q: 3 clusters Score -2496550 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -2497116.000000 Penalty: 4849.512695
	Iteration 17Q: 3 clusters Score -2497116 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -2497723.000000 Penalty: 4849.512695
	Iteration 18Q: 3 clusters Score -2497723 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -2498358.750000 Penalty: 4849.512695
	Iteration 19Q: 3 clusters Score -2498359 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -2498837.250000 Penalty: 4849.512695
	Iteration 20F: 3 clusters Score -2498837 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -2499211.250000 Penalty: 4849.512695
	Iteration 21Q: 3 clusters Score -2499211 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -2499423.250000 Penalty: 4849.512695
	Iteration 22Q: 3 clusters Score -2499423 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -2499526.750000 Penalty: 4849.512695
	Iteration 23Q: 3 clusters Score -2499527 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -2499613.500000 Penalty: 4849.512695
	Iteration 24Q: 3 clusters Score -2499614 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -2499675.000000 Penalty: 4849.512695
	Iteration 25Q: 3 clusters Score -2499675 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -2499728.000000 Penalty: 4849.512695
	Iteration 26Q: 3 clusters Score -2499728 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -2499772.250000 Penalty: 4849.512695
	Iteration 27Q: 3 clusters Score -2499772 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -2499802.000000 Penalty: 4849.512695
	Iteration 28Q: 3 clusters Score -2499802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -2499823.500000 Penalty: 4849.512695
	Iteration 29Q: 3 clusters Score -2499824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -2499843.000000 Penalty: 4849.512695
	Iteration 30Q: 3 clusters Score -2499843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -2499855.750000 Penalty: 4849.512695
	Iteration 31Q: 3 clusters Score -2499856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -2499861.500000 Penalty: 4849.512695
	Iteration 32Q: 3 clusters Score -2499862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -2499870.250000 Penalty: 4849.512695
	Iteration 33Q: 3 clusters Score -2499870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -2499878.250000 Penalty: 4849.512695
	Iteration 34Q: 3 clusters Score -2499878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2499887.000000 Penalty: 4849.512695
	Iteration 35Q: 3 clusters Score -2499887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -2499896.750000 Penalty: 4849.512695
	Iteration 36Q: 3 clusters Score -2499897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -2499898.000000 Penalty: 4849.512695
	Iteration 37Q: 3 clusters Score -2499898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -2499899.500000 Penalty: 4849.512695
	Iteration 38Q: 3 clusters Score -2499900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -2499899.500000 Penalty: 4849.512695
	Iteration 39F: 3 clusters Score -2499900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Entering Unmasked Estep 
Score: -3691377.000000 Penalty: 2531.919678
	Iteration 0F: 2 clusters Score -3691377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -3672609.500000 Penalty: 5063.839355
	Iteration 0F: 3 clusters Score -3672610 nChanged 12169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -3679182.750000 Penalty: 5063.839355
	Iteration 1F: 3 clusters Score -3679183 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -3679997.000000 Penalty: 5063.839355
	Iteration 2F: 3 clusters Score -3679997 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -3680919.750000 Penalty: 5063.839355
	Iteration 3F: 3 clusters Score -3680920 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -3681899.250000 Penalty: 5063.839355
	Iteration 4F: 3 clusters Score -3681899 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -3682799.500000 Penalty: 5063.839355
	Iteration 5F: 3 clusters Score -3682800 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -3683717.500000 Penalty: 5063.839355
	Iteration 6F: 3 clusters Score -3683718 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -3684634.750000 Penalty: 5063.839355
	Iteration 7F: 3 clusters Score -3684635 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -3685554.500000 Penalty: 5063.839355
	Iteration 8F: 3 clusters Score -3685554 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -3686491.000000 Penalty: 5063.839355
	Iteration 9F: 3 clusters Score -3686491 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -3687300.000000 Penalty: 5063.839355
	Iteration 10Q: 3 clusters Score -3687300 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -3687965.500000 Penalty: 5063.839355
	Iteration 11Q: 3 clusters Score -3687966 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -3688460.250000 Penalty: 5063.839355
	Iteration 12Q: 3 clusters Score -3688460 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -3688831.250000 Penalty: 5063.839355
	Iteration 13Q: 3 clusters Score -3688831 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -3689187.750000 Penalty: 5063.839355
	Iteration 14Q: 3 clusters Score -3689188 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -3689503.500000 Penalty: 5063.839355
	Iteration 15Q: 3 clusters Score -3689504 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -3689747.750000 Penalty: 5063.839355
	Iteration 16Q: 3 clusters Score -3689748 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -3689994.500000 Penalty: 5063.839355
	Iteration 17Q: 3 clusters Score -3689994 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -3690182.250000 Penalty: 5063.839355
	Iteration 18Q: 3 clusters Score -3690182 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -3690338.750000 Penalty: 5063.839355
	Iteration 19Q: 3 clusters Score -3690339 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -3690509.250000 Penalty: 5063.839355
	Iteration 20F: 3 clusters Score -3690509 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -3690730.500000 Penalty: 5063.839355
	Iteration 21Q: 3 clusters Score -3690730 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3691019.500000 Penalty: 5063.839355
	Iteration 22Q: 3 clusters Score -3691020 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3691213.500000 Penalty: 5063.839355
	Iteration 23Q: 3 clusters Score -3691214 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3691333.000000 Penalty: 5063.839355
	Iteration 24Q: 3 clusters Score -3691333 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3691389.750000 Penalty: 5063.839355
	Iteration 25Q: 3 clusters Score -3691390 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3691416.000000 Penalty: 5063.839355
	Iteration 26Q: 3 clusters Score -3691416 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3691435.250000 Penalty: 5063.839355
	Iteration 27Q: 3 clusters Score -3691435 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3691456.500000 Penalty: 5063.839355
	Iteration 28Q: 3 clusters Score -3691456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3691459.000000 Penalty: 5063.839355
	Iteration 29Q: 3 clusters Score -3691459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3691466.000000 Penalty: 5063.839355
	Iteration 30Q: 3 clusters Score -3691466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3691466.750000 Penalty: 5063.839355
	Iteration 31Q: 3 clusters Score -3691467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3691467.250000 Penalty: 5063.839355
	Iteration 32Q: 3 clusters Score -3691467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3691475.000000 Penalty: 5063.839355
	Iteration 33Q: 3 clusters Score -3691475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3691479.750000 Penalty: 5063.839355
	Iteration 34Q: 3 clusters Score -3691480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3691485.000000 Penalty: 5063.839355
	Iteration 35Q: 3 clusters Score -3691485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3691483.000000 Penalty: 5063.839355
	Iteration 36Q: 3 clusters Score -3691483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3691480.750000 Penalty: 5063.839355
	Iteration 37Q: 3 clusters Score -3691481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3691481.750000 Penalty: 5063.839355
	Iteration 38Q: 3 clusters Score -3691482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3691483.000000 Penalty: 5063.839355
	Iteration 39Q: 3 clusters Score -3691483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3691480.000000 Penalty: 5063.839355
	Iteration 40F: 3 clusters Score -3691480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3691479.250000 Penalty: 5063.839355
	Iteration 41Q: 3 clusters Score -3691479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3691478.250000 Penalty: 5063.839355
	Iteration 42Q: 3 clusters Score -3691478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3691480.000000 Penalty: 5063.839355
	Iteration 43Q: 3 clusters Score -3691480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3691478.500000 Penalty: 5063.839355
	Iteration 44Q: 3 clusters Score -3691478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3691481.500000 Penalty: 5063.839355
	Iteration 45Q: 3 clusters Score -3691482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3691479.750000 Penalty: 5063.839355
	Iteration 46Q: 3 clusters Score -3691480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3691480.500000 Penalty: 5063.839355
	Iteration 47Q: 3 clusters Score -3691480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3691480.500000 Penalty: 5063.839355
	Iteration 48F: 3 clusters Score -3691480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 810 members 
Mstep: Class 4 contains 140709 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 3836 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 43894 members 
Mstep: Class 9 contains 91687 members 
Mstep: Class 10 contains 1030 members 
Mstep: Class 11 contains 17628 members 
Mstep: Class 12 contains 25856 members 
Mstep: Class 13 contains 17205 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 17608 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66433 members 
Mstep: Class 19 contains 7476 members 
Mstep: Class 20 contains 125837 members 
Mstep: Class 21 contains 19314 members 
Mstep: Class 22 contains 166155 members 
Mstep: Class 23 contains 174674 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 463 members 
Mstep: Class 26 contains 1300 members 
Entering Unmasked Estep 
Score: -132689176.000000 Penalty: 88826.445312
Splitting cluster 12 changes total score from -132689904.000000 to -132689176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (17205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Entering Unmasked Estep 
Score: -2439178.000000 Penalty: 2418.732910
	Iteration 0F: 2 clusters Score -2439178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -2426830.250000 Penalty: 4837.465820
	Iteration 0F: 3 clusters Score -2426830 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2430850.000000 Penalty: 4837.465820
	Iteration 1F: 3 clusters Score -2430850 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -2431301.000000 Penalty: 4837.465820
	Iteration 2F: 3 clusters Score -2431301 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -2431674.500000 Penalty: 4837.465820
	Iteration 3F: 3 clusters Score -2431674 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -2432052.750000 Penalty: 4837.465820
	Iteration 4Q: 3 clusters Score -2432053 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -2432494.500000 Penalty: 4837.465820
	Iteration 5Q: 3 clusters Score -2432494 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -2433034.750000 Penalty: 4837.465820
	Iteration 6F: 3 clusters Score -2433035 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -2433688.500000 Penalty: 4837.465820
	Iteration 7F: 3 clusters Score -2433688 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -2434363.250000 Penalty: 4837.465820
	Iteration 8F: 3 clusters Score -2434363 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2435105.250000 Penalty: 4837.465820
	Iteration 9F: 3 clusters Score -2435105 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2435797.750000 Penalty: 4837.465820
	Iteration 10Q: 3 clusters Score -2435798 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2436313.000000 Penalty: 4837.465820
	Iteration 11Q: 3 clusters Score -2436313 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2436607.500000 Penalty: 4837.465820
	Iteration 12Q: 3 clusters Score -2436608 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2436770.250000 Penalty: 4837.465820
	Iteration 13Q: 3 clusters Score -2436770 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2436873.500000 Penalty: 4837.465820
	Iteration 14Q: 3 clusters Score -2436874 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2436945.500000 Penalty: 4837.465820
	Iteration 15Q: 3 clusters Score -2436946 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2436993.500000 Penalty: 4837.465820
	Iteration 16Q: 3 clusters Score -2436994 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2437019.500000 Penalty: 4837.465820
	Iteration 17Q: 3 clusters Score -2437020 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2437044.250000 Penalty: 4837.465820
	Iteration 18Q: 3 clusters Score -2437044 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2437062.000000 Penalty: 4837.465820
	Iteration 19Q: 3 clusters Score -2437062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2437070.750000 Penalty: 4837.465820
	Iteration 20F: 3 clusters Score -2437071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2437081.250000 Penalty: 4837.465820
	Iteration 21Q: 3 clusters Score -2437081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2437083.000000 Penalty: 4837.465820
	Iteration 22Q: 3 clusters Score -2437083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2437089.250000 Penalty: 4837.465820
	Iteration 23Q: 3 clusters Score -2437089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2437088.750000 Penalty: 4837.465820
	Iteration 24Q: 3 clusters Score -2437089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2437091.000000 Penalty: 4837.465820
	Iteration 25Q: 3 clusters Score -2437091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2437093.750000 Penalty: 4837.465820
	Iteration 26Q: 3 clusters Score -2437094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2437097.500000 Penalty: 4837.465820
	Iteration 27Q: 3 clusters Score -2437098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2437099.000000 Penalty: 4837.465820
	Iteration 28Q: 3 clusters Score -2437099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2437099.750000 Penalty: 4837.465820
	Iteration 29Q: 3 clusters Score -2437100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2437100.500000 Penalty: 4837.465820
	Iteration 30Q: 3 clusters Score -2437100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2437105.000000 Penalty: 4837.465820
	Iteration 31Q: 3 clusters Score -2437105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2437104.750000 Penalty: 4837.465820
	Iteration 32Q: 3 clusters Score -2437105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2437107.250000 Penalty: 4837.465820
	Iteration 33Q: 3 clusters Score -2437107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2437108.250000 Penalty: 4837.465820
	Iteration 34Q: 3 clusters Score -2437108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2437109.250000 Penalty: 4837.465820
	Iteration 35Q: 3 clusters Score -2437109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2437114.500000 Penalty: 4837.465820
	Iteration 36Q: 3 clusters Score -2437114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2437115.250000 Penalty: 4837.465820
	Iteration 37Q: 3 clusters Score -2437115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2437122.000000 Penalty: 4837.465820
	Iteration 38Q: 3 clusters Score -2437122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2437120.000000 Penalty: 4837.465820
	Iteration 39Q: 3 clusters Score -2437120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2437124.750000 Penalty: 4837.465820
	Iteration 40F: 3 clusters Score -2437125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2437127.500000 Penalty: 4837.465820
	Iteration 41Q: 3 clusters Score -2437128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2437127.000000 Penalty: 4837.465820
	Iteration 42Q: 3 clusters Score -2437127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2437127.000000 Penalty: 4837.465820
	Iteration 43F: 3 clusters Score -2437127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -53275.125000 Penalty: 1537.726196
	Iteration 0F: 2 clusters Score -53275.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -51884.289062 Penalty: 3075.452393
	Iteration 0F: 3 clusters Score -51884.29 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -52256.246094 Penalty: 3075.452393
	Iteration 1F: 3 clusters Score -52256.25 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -52495.753906 Penalty: 3075.452393
	Iteration 2F: 3 clusters Score -52495.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -52661.027344 Penalty: 3075.452393
	Iteration 3F: 3 clusters Score -52661.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -52833.816406 Penalty: 3075.452393
	Iteration 4Q: 3 clusters Score -52833.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -53069.574219 Penalty: 3075.452393
	Iteration 5Q: 3 clusters Score -53069.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -53180.585938 Penalty: 3075.452393
	Iteration 6Q: 3 clusters Score -53180.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -53248.812500 Penalty: 3075.452393
	Iteration 7Q: 3 clusters Score -53248.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -53302.085938 Penalty: 3075.452393
	Iteration 8Q: 3 clusters Score -53302.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -53349.625000 Penalty: 3075.452393
	Iteration 9Q: 3 clusters Score -53349.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -53367.304688 Penalty: 3075.452393
	Iteration 10Q: 3 clusters Score -53367.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -53372.941406 Penalty: 3075.452393
	Iteration 11Q: 3 clusters Score -53372.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -53375.675781 Penalty: 3075.452393
	Iteration 12Q: 3 clusters Score -53375.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -53375.761719 Penalty: 3075.452393
	Iteration 13F: 3 clusters Score -53375.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -53385.351562 Penalty: 3075.452393
	Iteration 14Q: 3 clusters Score -53385.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -53401.257812 Penalty: 3075.452393
	Iteration 15Q: 3 clusters Score -53401.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -53401.257812 Penalty: 3075.452393
	Iteration 16F: 3 clusters Score -53401.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 810 members 
Mstep: Class 4 contains 140709 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 3836 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 43894 members 
Mstep: Class 9 contains 91687 members 
Mstep: Class 10 contains 1030 members 
Mstep: Class 11 contains 17628 members 
Mstep: Class 12 contains 27156 members 
Mstep: Class 13 contains 17205 members 
Mstep: Class 14 contains 104 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 17608 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66433 members 
Mstep: Class 19 contains 7476 members 
Mstep: Class 20 contains 125837 members 
Mstep: Class 21 contains 19314 members 
Mstep: Class 22 contains 166155 members 
Mstep: Class 23 contains 174674 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 463 members 
Mstep: Class 26 contains 389 members 
Entering Unmasked Estep 
Score: -132688528.000000 Penalty: 88826.445312
Splitting cluster 14 changes total score from -132689904.000000 to -132688528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (1694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Entering Unmasked Estep 
Score: -238653.687500 Penalty: 1843.842285
	Iteration 0F: 2 clusters Score -238653.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -236236.328125 Penalty: 3687.684570
	Iteration 0F: 3 clusters Score -236236.3 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -236626.468750 Penalty: 3687.684570
	Iteration 1F: 3 clusters Score -236626.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -236753.437500 Penalty: 3687.684570
	Iteration 2F: 3 clusters Score -236753.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -236816.281250 Penalty: 3687.684570
	Iteration 3Q: 3 clusters Score -236816.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -236850.484375 Penalty: 3687.684570
	Iteration 4Q: 3 clusters Score -236850.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -236872.109375 Penalty: 3687.684570
	Iteration 5Q: 3 clusters Score -236872.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -236896.125000 Penalty: 3687.684570
	Iteration 6Q: 3 clusters Score -236896.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -236909.984375 Penalty: 3687.684570
	Iteration 7Q: 3 clusters Score -236910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -236918.953125 Penalty: 3687.684570
	Iteration 8Q: 3 clusters Score -236919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -236923.765625 Penalty: 3687.684570
	Iteration 9Q: 3 clusters Score -236923.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -236930.718750 Penalty: 3687.684570
	Iteration 10Q: 3 clusters Score -236930.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -236939.031250 Penalty: 3687.684570
	Iteration 11Q: 3 clusters Score -236939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -236942.359375 Penalty: 3687.684570
	Iteration 12Q: 3 clusters Score -236942.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -236944.171875 Penalty: 3687.684570
	Iteration 13Q: 3 clusters Score -236944.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -236946.156250 Penalty: 3687.684570
	Iteration 14Q: 3 clusters Score -236946.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -236948.140625 Penalty: 3687.684570
	Iteration 15Q: 3 clusters Score -236948.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -236949.343750 Penalty: 3687.684570
	Iteration 16Q: 3 clusters Score -236949.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -236949.546875 Penalty: 3687.684570
	Iteration 17Q: 3 clusters Score -236949.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -236950.125000 Penalty: 3687.684570
	Iteration 18Q: 3 clusters Score -236950.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -236950.125000 Penalty: 3687.684570
	Iteration 19F: 3 clusters Score -236950.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Entering Unmasked Estep 
Score: -2485354.750000 Penalty: 2424.474854
	Iteration 0F: 2 clusters Score -2485355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -2473026.500000 Penalty: 4848.949707
	Iteration 0F: 3 clusters Score -2473026 nChanged 7575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -2477044.750000 Penalty: 4848.949707
	Iteration 1F: 3 clusters Score -2477045 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -2477404.000000 Penalty: 4848.949707
	Iteration 2F: 3 clusters Score -2477404 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -2477669.000000 Penalty: 4848.949707
	Iteration 3Q: 3 clusters Score -2477669 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -2477861.000000 Penalty: 4848.949707
	Iteration 4Q: 3 clusters Score -2477861 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -2478014.500000 Penalty: 4848.949707
	Iteration 5Q: 3 clusters Score -2478014 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -2478156.500000 Penalty: 4848.949707
	Iteration 6Q: 3 clusters Score -2478156 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -2478275.500000 Penalty: 4848.949707
	Iteration 7Q: 3 clusters Score -2478276 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -2478372.750000 Penalty: 4848.949707
	Iteration 8Q: 3 clusters Score -2478373 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2478517.750000 Penalty: 4848.949707
	Iteration 9Q: 3 clusters Score -2478518 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -2478711.250000 Penalty: 4848.949707
	Iteration 10Q: 3 clusters Score -2478711 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -2478963.000000 Penalty: 4848.949707
	Iteration 11Q: 3 clusters Score -2478963 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -2479306.500000 Penalty: 4848.949707
	Iteration 12Q: 3 clusters Score -2479306 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -2479804.500000 Penalty: 4848.949707
	Iteration 13Q: 3 clusters Score -2479804 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -2480469.750000 Penalty: 4848.949707
	Iteration 14F: 3 clusters Score -2480470 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2481227.500000 Penalty: 4848.949707
	Iteration 15F: 3 clusters Score -2481228 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2481979.250000 Penalty: 4848.949707
	Iteration 16Q: 3 clusters Score -2481979 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2482537.500000 Penalty: 4848.949707
	Iteration 17Q: 3 clusters Score -2482538 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2482861.250000 Penalty: 4848.949707
	Iteration 18Q: 3 clusters Score -2482861 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2483036.250000 Penalty: 4848.949707
	Iteration 19Q: 3 clusters Score -2483036 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2483131.250000 Penalty: 4848.949707
	Iteration 20F: 3 clusters Score -2483131 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2483184.500000 Penalty: 4848.949707
	Iteration 21Q: 3 clusters Score -2483184 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2483219.750000 Penalty: 4848.949707
	Iteration 22Q: 3 clusters Score -2483220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2483241.000000 Penalty: 4848.949707
	Iteration 23Q: 3 clusters Score -2483241 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2483253.750000 Penalty: 4848.949707
	Iteration 24Q: 3 clusters Score -2483254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2483262.750000 Penalty: 4848.949707
	Iteration 25Q: 3 clusters Score -2483263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2483265.750000 Penalty: 4848.949707
	Iteration 26Q: 3 clusters Score -2483266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2483268.500000 Penalty: 4848.949707
	Iteration 27Q: 3 clusters Score -2483268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2483274.250000 Penalty: 4848.949707
	Iteration 28Q: 3 clusters Score -2483274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2483274.250000 Penalty: 4848.949707
	Iteration 29F: 3 clusters Score -2483274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -51199.085938 Penalty: 1514.541626
	Iteration 0F: 2 clusters Score -51199.09 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 236 members 
Entering Unmasked Estep 
Score: -49716.398438 Penalty: 3029.083252
	Iteration 0F: 3 clusters Score -49716.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -49922.429688 Penalty: 3029.083252
	Iteration 1F: 3 clusters Score -49922.43 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50057.550781 Penalty: 3029.083252
	Iteration 2F: 3 clusters Score -50057.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50159.359375 Penalty: 3029.083252
	Iteration 3Q: 3 clusters Score -50159.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -50235.242188 Penalty: 3029.083252
	Iteration 4Q: 3 clusters Score -50235.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -50264.656250 Penalty: 3029.083252
	Iteration 5Q: 3 clusters Score -50264.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50283.359375 Penalty: 3029.083252
	Iteration 6Q: 3 clusters Score -50283.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -50301.500000 Penalty: 3029.083252
	Iteration 7Q: 3 clusters Score -50301.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -50313.156250 Penalty: 3029.083252
	Iteration 8Q: 3 clusters Score -50313.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -50332.902344 Penalty: 3029.083252
	Iteration 9Q: 3 clusters Score -50332.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -50354.515625 Penalty: 3029.083252
	Iteration 10Q: 3 clusters Score -50354.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50362.339844 Penalty: 3029.083252
	Iteration 11Q: 3 clusters Score -50362.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -50371.863281 Penalty: 3029.083252
	Iteration 12Q: 3 clusters Score -50371.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50374.121094 Penalty: 3029.083252
	Iteration 13Q: 3 clusters Score -50374.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -50378.621094 Penalty: 3029.083252
	Iteration 14Q: 3 clusters Score -50378.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -50387.019531 Penalty: 3029.083252
	Iteration 15Q: 3 clusters Score -50387.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50389.000000 Penalty: 3029.083252
	Iteration 16Q: 3 clusters Score -50389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50389.000000 Penalty: 3029.083252
	Iteration 17F: 3 clusters Score -50389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (66433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66433 members 
Entering Unmasked Estep 
Score: -9350352.000000 Penalty: 2753.779541
	Iteration 0F: 2 clusters Score -9350352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -9305830.000000 Penalty: 5507.559082
	Iteration 0F: 3 clusters Score -9305830 nChanged 30654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -9322943.000000 Penalty: 5507.559082
	Iteration 1F: 3 clusters Score -9322943 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -9323570.000000 Penalty: 5507.559082
	Iteration 2Q: 3 clusters Score -9323570 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -9324280.000000 Penalty: 5507.559082
	Iteration 3Q: 3 clusters Score -9324280 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37078 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -9325265.000000 Penalty: 5507.559082
	Iteration 4Q: 3 clusters Score -9325265 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -9326552.000000 Penalty: 5507.559082
	Iteration 5Q: 3 clusters Score -9326552 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -9328173.000000 Penalty: 5507.559082
	Iteration 6Q: 3 clusters Score -9328173 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43412 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -9330246.000000 Penalty: 5507.559082
	Iteration 7F: 3 clusters Score -9330246 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46540 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -9332790.000000 Penalty: 5507.559082
	Iteration 8F: 3 clusters Score -9332790 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50188 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -9335789.000000 Penalty: 5507.559082
	Iteration 9F: 3 clusters Score -9335789 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53995 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -9338950.000000 Penalty: 5507.559082
	Iteration 10F: 3 clusters Score -9338950 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57393 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -9341668.000000 Penalty: 5507.559082
	Iteration 11F: 3 clusters Score -9341668 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60199 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -9343938.000000 Penalty: 5507.559082
	Iteration 12Q: 3 clusters Score -9343938 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62202 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -9345379.000000 Penalty: 5507.559082
	Iteration 13Q: 3 clusters Score -9345379 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63573 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -9346333.000000 Penalty: 5507.559082
	Iteration 14Q: 3 clusters Score -9346333 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64453 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -9346948.000000 Penalty: 5507.559082
	Iteration 15Q: 3 clusters Score -9346948 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64983 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -9347313.000000 Penalty: 5507.559082
	Iteration 16Q: 3 clusters Score -9347313 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65306 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -9347528.000000 Penalty: 5507.559082
	Iteration 17Q: 3 clusters Score -9347528 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65489 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -9347668.000000 Penalty: 5507.559082
	Iteration 18Q: 3 clusters Score -9347668 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65615 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -9347759.000000 Penalty: 5507.559082
	Iteration 19Q: 3 clusters Score -9347759 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65695 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -9347808.000000 Penalty: 5507.559082
	Iteration 20F: 3 clusters Score -9347808 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65752 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -9347855.000000 Penalty: 5507.559082
	Iteration 21Q: 3 clusters Score -9347855 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65804 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -9347891.000000 Penalty: 5507.559082
	Iteration 22Q: 3 clusters Score -9347891 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65839 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -9347933.000000 Penalty: 5507.559082
	Iteration 23Q: 3 clusters Score -9347933 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65865 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -9347956.000000 Penalty: 5507.559082
	Iteration 24Q: 3 clusters Score -9347956 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65892 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -9347969.000000 Penalty: 5507.559082
	Iteration 25Q: 3 clusters Score -9347969 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65913 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -9347982.000000 Penalty: 5507.559082
	Iteration 26Q: 3 clusters Score -9347982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65921 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -9347981.000000 Penalty: 5507.559082
	Iteration 27Q: 3 clusters Score -9347981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65931 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -9347991.000000 Penalty: 5507.559082
	Iteration 28Q: 3 clusters Score -9347991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65935 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -9347990.000000 Penalty: 5507.559082
	Iteration 29Q: 3 clusters Score -9347990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65939 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -9347997.000000 Penalty: 5507.559082
	Iteration 30Q: 3 clusters Score -9347997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65942 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -9347999.000000 Penalty: 5507.559082
	Iteration 31Q: 3 clusters Score -9347999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65945 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -9348004.000000 Penalty: 5507.559082
	Iteration 32Q: 3 clusters Score -9348004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65950 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -9348005.000000 Penalty: 5507.559082
	Iteration 33Q: 3 clusters Score -9348005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65957 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -9348009.000000 Penalty: 5507.559082
	Iteration 34Q: 3 clusters Score -9348009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65960 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -9348011.000000 Penalty: 5507.559082
	Iteration 35Q: 3 clusters Score -9348011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65961 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -9348012.000000 Penalty: 5507.559082
	Iteration 36Q: 3 clusters Score -9348012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65962 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -9348010.000000 Penalty: 5507.559082
	Iteration 37Q: 3 clusters Score -9348010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65962 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -9348010.000000 Penalty: 5507.559082
	Iteration 38F: 3 clusters Score -9348010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Entering Unmasked Estep 
Score: -1012301.687500 Penalty: 2212.024414
	Iteration 0F: 2 clusters Score -1012302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1006242.812500 Penalty: 4424.048828
	Iteration 0F: 3 clusters Score -1006243 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1007891.625000 Penalty: 4424.048828
	Iteration 1F: 3 clusters Score -1007892 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1008248.437500 Penalty: 4424.048828
	Iteration 2F: 3 clusters Score -1008248 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1008556.750000 Penalty: 4424.048828
	Iteration 3F: 3 clusters Score -1008557 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1008836.625000 Penalty: 4424.048828
	Iteration 4F: 3 clusters Score -1008837 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1009106.562500 Penalty: 4424.048828
	Iteration 5F: 3 clusters Score -1009107 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1009352.250000 Penalty: 4424.048828
	Iteration 6Q: 3 clusters Score -1009352 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1009588.750000 Penalty: 4424.048828
	Iteration 7Q: 3 clusters Score -1009589 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1009789.312500 Penalty: 4424.048828
	Iteration 8Q: 3 clusters Score -1009789 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1009986.437500 Penalty: 4424.048828
	Iteration 9Q: 3 clusters Score -1009986 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1010151.187500 Penalty: 4424.048828
	Iteration 10Q: 3 clusters Score -1010151 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1010299.437500 Penalty: 4424.048828
	Iteration 11Q: 3 clusters Score -1010299 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1010421.375000 Penalty: 4424.048828
	Iteration 12Q: 3 clusters Score -1010421 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1010523.312500 Penalty: 4424.048828
	Iteration 13Q: 3 clusters Score -1010523 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1010637.250000 Penalty: 4424.048828
	Iteration 14Q: 3 clusters Score -1010637 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1010716.437500 Penalty: 4424.048828
	Iteration 15Q: 3 clusters Score -1010716 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1010804.875000 Penalty: 4424.048828
	Iteration 16Q: 3 clusters Score -1010805 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1010892.687500 Penalty: 4424.048828
	Iteration 17Q: 3 clusters Score -1010893 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1010964.937500 Penalty: 4424.048828
	Iteration 18Q: 3 clusters Score -1010965 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1011031.437500 Penalty: 4424.048828
	Iteration 19Q: 3 clusters Score -1011031 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1011092.312500 Penalty: 4424.048828
	Iteration 20F: 3 clusters Score -1011092 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1011138.187500 Penalty: 4424.048828
	Iteration 21Q: 3 clusters Score -1011138 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1011188.750000 Penalty: 4424.048828
	Iteration 22Q: 3 clusters Score -1011189 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1011266.625000 Penalty: 4424.048828
	Iteration 23Q: 3 clusters Score -1011267 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1011367.812500 Penalty: 4424.048828
	Iteration 24Q: 3 clusters Score -1011368 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1011460.750000 Penalty: 4424.048828
	Iteration 25Q: 3 clusters Score -1011461 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1011546.500000 Penalty: 4424.048828
	Iteration 26Q: 3 clusters Score -1011546 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1011591.687500 Penalty: 4424.048828
	Iteration 27Q: 3 clusters Score -1011592 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1011617.250000 Penalty: 4424.048828
	Iteration 28Q: 3 clusters Score -1011617 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1011642.687500 Penalty: 4424.048828
	Iteration 29Q: 3 clusters Score -1011643 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1011649.875000 Penalty: 4424.048828
	Iteration 30Q: 3 clusters Score -1011650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1011656.312500 Penalty: 4424.048828
	Iteration 31Q: 3 clusters Score -1011656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1011660.062500 Penalty: 4424.048828
	Iteration 32Q: 3 clusters Score -1011660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1011661.812500 Penalty: 4424.048828
	Iteration 33Q: 3 clusters Score -1011662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1011661.812500 Penalty: 4424.048828
	Iteration 34F: 3 clusters Score -1011662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (125837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125837 members 
Entering Unmasked Estep 
Score: -17815624.000000 Penalty: 2912.200195
	Iteration 0F: 2 clusters Score -1.781562e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62905 members 
Mstep: Class 2 contains 62932 members 
Entering Unmasked Estep 
Score: -17734888.000000 Penalty: 5824.400391
	Iteration 0F: 3 clusters Score -1.773489e+07 nChanged 60034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64261 members 
Mstep: Class 2 contains 61576 members 
Entering Unmasked Estep 
Score: -17769740.000000 Penalty: 5824.400391
	Iteration 1F: 3 clusters Score -1.776974e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64872 members 
Mstep: Class 2 contains 60965 members 
Entering Unmasked Estep 
Score: -17770654.000000 Penalty: 5824.400391
	Iteration 2Q: 3 clusters Score -1.777065e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65674 members 
Mstep: Class 2 contains 60163 members 
Entering Unmasked Estep 
Score: -17771816.000000 Penalty: 5824.400391
	Iteration 3Q: 3 clusters Score -1.777182e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66741 members 
Mstep: Class 2 contains 59096 members 
Entering Unmasked Estep 
Score: -17773376.000000 Penalty: 5824.400391
	Iteration 4Q: 3 clusters Score -1.777338e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68173 members 
Mstep: Class 2 contains 57664 members 
Entering Unmasked Estep 
Score: -17775428.000000 Penalty: 5824.400391
	Iteration 5Q: 3 clusters Score -1.777543e+07 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69921 members 
Mstep: Class 2 contains 55916 members 
Entering Unmasked Estep 
Score: -17777466.000000 Penalty: 5824.400391
	Iteration 6Q: 3 clusters Score -1.777747e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72024 members 
Mstep: Class 2 contains 53813 members 
Entering Unmasked Estep 
Score: -17779812.000000 Penalty: 5824.400391
	Iteration 7Q: 3 clusters Score -1.777981e+07 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74618 members 
Mstep: Class 2 contains 51219 members 
Entering Unmasked Estep 
Score: -17782408.000000 Penalty: 5824.400391
	Iteration 8Q: 3 clusters Score -1.778241e+07 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77447 members 
Mstep: Class 2 contains 48390 members 
Entering Unmasked Estep 
Score: -17785520.000000 Penalty: 5824.400391
	Iteration 9Q: 3 clusters Score -1.778552e+07 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80236 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -17789170.000000 Penalty: 5824.400391
	Iteration 10F: 3 clusters Score -1.778917e+07 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82477 members 
Mstep: Class 2 contains 43360 members 
Entering Unmasked Estep 
Score: -17793298.000000 Penalty: 5824.400391
	Iteration 11Q: 3 clusters Score -1.77933e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84102 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -17797162.000000 Penalty: 5824.400391
	Iteration 12Q: 3 clusters Score -1.779716e+07 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85368 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -17799576.000000 Penalty: 5824.400391
	Iteration 13Q: 3 clusters Score -1.779958e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86455 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -17800792.000000 Penalty: 5824.400391
	Iteration 14Q: 3 clusters Score -1.780079e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87507 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -17801454.000000 Penalty: 5824.400391
	Iteration 15Q: 3 clusters Score -1.780145e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88588 members 
Mstep: Class 2 contains 37249 members 
Entering Unmasked Estep 
Score: -17801892.000000 Penalty: 5824.400391
	Iteration 16Q: 3 clusters Score -1.780189e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89632 members 
Mstep: Class 2 contains 36205 members 
Entering Unmasked Estep 
Score: -17802300.000000 Penalty: 5824.400391
	Iteration 17Q: 3 clusters Score -1.78023e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90682 members 
Mstep: Class 2 contains 35155 members 
Entering Unmasked Estep 
Score: -17802674.000000 Penalty: 5824.400391
	Iteration 18Q: 3 clusters Score -1.780267e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91707 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -17802924.000000 Penalty: 5824.400391
	Iteration 19Q: 3 clusters Score -1.780292e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92745 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -17803232.000000 Penalty: 5824.400391
	Iteration 20F: 3 clusters Score -1.780323e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93799 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -17803512.000000 Penalty: 5824.400391
	Iteration 21Q: 3 clusters Score -1.780351e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94886 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -17803892.000000 Penalty: 5824.400391
	Iteration 22Q: 3 clusters Score -1.780389e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95992 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -17804206.000000 Penalty: 5824.400391
	Iteration 23Q: 3 clusters Score -1.780421e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97136 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -17804566.000000 Penalty: 5824.400391
	Iteration 24Q: 3 clusters Score -1.780457e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98261 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -17804968.000000 Penalty: 5824.400391
	Iteration 25Q: 3 clusters Score -1.780497e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99366 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -17805232.000000 Penalty: 5824.400391
	Iteration 26Q: 3 clusters Score -1.780523e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100495 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -17805574.000000 Penalty: 5824.400391
	Iteration 27Q: 3 clusters Score -1.780557e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101619 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -17805888.000000 Penalty: 5824.400391
	Iteration 28Q: 3 clusters Score -1.780589e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102762 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -17806144.000000 Penalty: 5824.400391
	Iteration 29Q: 3 clusters Score -1.780614e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103950 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -17806456.000000 Penalty: 5824.400391
	Iteration 30Q: 3 clusters Score -1.780646e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105188 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -17806814.000000 Penalty: 5824.400391
	Iteration 31Q: 3 clusters Score -1.780681e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106461 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -17807280.000000 Penalty: 5824.400391
	Iteration 32Q: 3 clusters Score -1.780728e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107694 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -17807684.000000 Penalty: 5824.400391
	Iteration 33Q: 3 clusters Score -1.780768e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108934 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -17808000.000000 Penalty: 5824.400391
	Iteration 34Q: 3 clusters Score -1.7808e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110156 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -17808402.000000 Penalty: 5824.400391
	Iteration 35Q: 3 clusters Score -1.78084e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111334 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -17808754.000000 Penalty: 5824.400391
	Iteration 36Q: 3 clusters Score -1.780875e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112455 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -17809084.000000 Penalty: 5824.400391
	Iteration 37Q: 3 clusters Score -1.780908e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113496 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -17809410.000000 Penalty: 5824.400391
	Iteration 38Q: 3 clusters Score -1.780941e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114502 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -17809840.000000 Penalty: 5824.400391
	Iteration 39Q: 3 clusters Score -1.780984e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115445 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -17810176.000000 Penalty: 5824.400391
	Iteration 40F: 3 clusters Score -1.781018e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116394 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -17810536.000000 Penalty: 5824.400391
	Iteration 41Q: 3 clusters Score -1.781054e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117241 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -17810860.000000 Penalty: 5824.400391
	Iteration 42Q: 3 clusters Score -1.781086e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118041 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -17811048.000000 Penalty: 5824.400391
	Iteration 43Q: 3 clusters Score -1.781105e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118755 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -17811260.000000 Penalty: 5824.400391
	Iteration 44Q: 3 clusters Score -1.781126e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119404 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -17811500.000000 Penalty: 5824.400391
	Iteration 45Q: 3 clusters Score -1.78115e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120010 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -17811742.000000 Penalty: 5824.400391
	Iteration 46Q: 3 clusters Score -1.781174e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120548 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -17811942.000000 Penalty: 5824.400391
	Iteration 47Q: 3 clusters Score -1.781194e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121013 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -17812156.000000 Penalty: 5824.400391
	Iteration 48Q: 3 clusters Score -1.781216e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121441 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -17812360.000000 Penalty: 5824.400391
	Iteration 49Q: 3 clusters Score -1.781236e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121804 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -17812514.000000 Penalty: 5824.400391
	Iteration 50Q: 3 clusters Score -1.781251e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122104 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -17812638.000000 Penalty: 5824.400391
	Iteration 51Q: 3 clusters Score -1.781264e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122375 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -17812710.000000 Penalty: 5824.400391
	Iteration 52Q: 3 clusters Score -1.781271e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122607 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -17812772.000000 Penalty: 5824.400391
	Iteration 53Q: 3 clusters Score -1.781277e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122806 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -17812844.000000 Penalty: 5824.400391
	Iteration 54Q: 3 clusters Score -1.781284e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122960 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -17812868.000000 Penalty: 5824.400391
	Iteration 55Q: 3 clusters Score -1.781287e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123078 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -17812890.000000 Penalty: 5824.400391
	Iteration 56Q: 3 clusters Score -1.781289e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123187 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -17812950.000000 Penalty: 5824.400391
	Iteration 57Q: 3 clusters Score -1.781295e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123276 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -17812990.000000 Penalty: 5824.400391
	Iteration 58Q: 3 clusters Score -1.781299e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123346 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -17813000.000000 Penalty: 5824.400391
	Iteration 59Q: 3 clusters Score -1.7813e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123406 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -17813036.000000 Penalty: 5824.400391
	Iteration 60F: 3 clusters Score -1.781304e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123450 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -17813062.000000 Penalty: 5824.400391
	Iteration 61Q: 3 clusters Score -1.781306e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123496 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -17813052.000000 Penalty: 5824.400391
	Iteration 62Q: 3 clusters Score -1.781305e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123546 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -17813070.000000 Penalty: 5824.400391
	Iteration 63Q: 3 clusters Score -1.781307e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123586 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -17813102.000000 Penalty: 5824.400391
	Iteration 64Q: 3 clusters Score -1.78131e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123623 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -17813114.000000 Penalty: 5824.400391
	Iteration 65Q: 3 clusters Score -1.781311e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123649 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -17813124.000000 Penalty: 5824.400391
	Iteration 66Q: 3 clusters Score -1.781312e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123677 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -17813134.000000 Penalty: 5824.400391
	Iteration 67Q: 3 clusters Score -1.781313e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123701 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -17813130.000000 Penalty: 5824.400391
	Iteration 68Q: 3 clusters Score -1.781313e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123728 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -17813138.000000 Penalty: 5824.400391
	Iteration 69Q: 3 clusters Score -1.781314e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123764 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -17813154.000000 Penalty: 5824.400391
	Iteration 70Q: 3 clusters Score -1.781315e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123786 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -17813178.000000 Penalty: 5824.400391
	Iteration 71Q: 3 clusters Score -1.781318e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123806 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -17813192.000000 Penalty: 5824.400391
	Iteration 72Q: 3 clusters Score -1.781319e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123826 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -17813196.000000 Penalty: 5824.400391
	Iteration 73Q: 3 clusters Score -1.78132e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123847 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -17813190.000000 Penalty: 5824.400391
	Iteration 74Q: 3 clusters Score -1.781319e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123873 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -17813192.000000 Penalty: 5824.400391
	Iteration 75Q: 3 clusters Score -1.781319e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123895 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -17813198.000000 Penalty: 5824.400391
	Iteration 76Q: 3 clusters Score -1.78132e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123906 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -17813234.000000 Penalty: 5824.400391
	Iteration 77Q: 3 clusters Score -1.781323e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123924 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -17813238.000000 Penalty: 5824.400391
	Iteration 78Q: 3 clusters Score -1.781324e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123938 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -17813244.000000 Penalty: 5824.400391
	Iteration 79Q: 3 clusters Score -1.781324e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123953 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -17813264.000000 Penalty: 5824.400391
	Iteration 80F: 3 clusters Score -1.781326e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123965 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -17813262.000000 Penalty: 5824.400391
	Iteration 81Q: 3 clusters Score -1.781326e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123988 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -17813284.000000 Penalty: 5824.400391
	Iteration 82Q: 3 clusters Score -1.781328e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124006 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -17813276.000000 Penalty: 5824.400391
	Iteration 83Q: 3 clusters Score -1.781328e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124019 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -17813278.000000 Penalty: 5824.400391
	Iteration 84Q: 3 clusters Score -1.781328e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124036 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -17813290.000000 Penalty: 5824.400391
	Iteration 85Q: 3 clusters Score -1.781329e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124050 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -17813290.000000 Penalty: 5824.400391
	Iteration 86Q: 3 clusters Score -1.781329e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124064 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -17813302.000000 Penalty: 5824.400391
	Iteration 87Q: 3 clusters Score -1.78133e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124079 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -17813292.000000 Penalty: 5824.400391
	Iteration 88Q: 3 clusters Score -1.781329e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124097 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -17813302.000000 Penalty: 5824.400391
	Iteration 89Q: 3 clusters Score -1.78133e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124112 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -17813328.000000 Penalty: 5824.400391
	Iteration 90Q: 3 clusters Score -1.781333e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124119 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -17813330.000000 Penalty: 5824.400391
	Iteration 91Q: 3 clusters Score -1.781333e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124125 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -17813312.000000 Penalty: 5824.400391
	Iteration 92Q: 3 clusters Score -1.781331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124129 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -17813306.000000 Penalty: 5824.400391
	Iteration 93Q: 3 clusters Score -1.781331e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124134 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -17813310.000000 Penalty: 5824.400391
	Iteration 94Q: 3 clusters Score -1.781331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124140 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -17813300.000000 Penalty: 5824.400391
	Iteration 95Q: 3 clusters Score -1.78133e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124153 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -17813308.000000 Penalty: 5824.400391
	Iteration 96Q: 3 clusters Score -1.781331e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124165 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -17813306.000000 Penalty: 5824.400391
	Iteration 97Q: 3 clusters Score -1.781331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124169 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -17813306.000000 Penalty: 5824.400391
	Iteration 98Q: 3 clusters Score -1.781331e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124171 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -17813308.000000 Penalty: 5824.400391
	Iteration 99Q: 3 clusters Score -1.781331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124175 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -17813312.000000 Penalty: 5824.400391
	Iteration 100F: 3 clusters Score -1.781331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124180 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -17813320.000000 Penalty: 5824.400391
	Iteration 101Q: 3 clusters Score -1.781332e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124187 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -17813322.000000 Penalty: 5824.400391
	Iteration 102Q: 3 clusters Score -1.781332e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124192 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -17813312.000000 Penalty: 5824.400391
	Iteration 103Q: 3 clusters Score -1.781331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124195 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -17813318.000000 Penalty: 5824.400391
	Iteration 104Q: 3 clusters Score -1.781332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124199 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -17813316.000000 Penalty: 5824.400391
	Iteration 105Q: 3 clusters Score -1.781332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124200 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -17813318.000000 Penalty: 5824.400391
	Iteration 106Q: 3 clusters Score -1.781332e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124200 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -17813318.000000 Penalty: 5824.400391
	Iteration 107F: 3 clusters Score -1.781332e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Entering Unmasked Estep 
Score: -2746428.000000 Penalty: 2447.409180
	Iteration 0F: 2 clusters Score -2746428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -2732921.750000 Penalty: 4894.818359
	Iteration 0F: 3 clusters Score -2732922 nChanged 8398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -2737358.250000 Penalty: 4894.818359
	Iteration 1F: 3 clusters Score -2737358 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2737718.500000 Penalty: 4894.818359
	Iteration 2F: 3 clusters Score -2737718 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2737991.000000 Penalty: 4894.818359
	Iteration 3Q: 3 clusters Score -2737991 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2738196.250000 Penalty: 4894.818359
	Iteration 4Q: 3 clusters Score -2738196 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2738404.500000 Penalty: 4894.818359
	Iteration 5Q: 3 clusters Score -2738404 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2738666.500000 Penalty: 4894.818359
	Iteration 6Q: 3 clusters Score -2738666 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -2739023.000000 Penalty: 4894.818359
	Iteration 7Q: 3 clusters Score -2739023 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -2739370.500000 Penalty: 4894.818359
	Iteration 8Q: 3 clusters Score -2739370 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -2739790.500000 Penalty: 4894.818359
	Iteration 9Q: 3 clusters Score -2739790 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -2740325.500000 Penalty: 4894.818359
	Iteration 10Q: 3 clusters Score -2740326 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2740900.000000 Penalty: 4894.818359
	Iteration 11Q: 3 clusters Score -2740900 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -2741494.250000 Penalty: 4894.818359
	Iteration 12Q: 3 clusters Score -2741494 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2742078.000000 Penalty: 4894.818359
	Iteration 13Q: 3 clusters Score -2742078 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -2742573.000000 Penalty: 4894.818359
	Iteration 14Q: 3 clusters Score -2742573 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -2742976.250000 Penalty: 4894.818359
	Iteration 15Q: 3 clusters Score -2742976 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -2743306.750000 Penalty: 4894.818359
	Iteration 16Q: 3 clusters Score -2743307 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -2743548.250000 Penalty: 4894.818359
	Iteration 17Q: 3 clusters Score -2743548 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -2743742.000000 Penalty: 4894.818359
	Iteration 18Q: 3 clusters Score -2743742 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -2743929.000000 Penalty: 4894.818359
	Iteration 19Q: 3 clusters Score -2743929 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -2744070.750000 Penalty: 4894.818359
	Iteration 20F: 3 clusters Score -2744071 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -2744191.250000 Penalty: 4894.818359
	Iteration 21Q: 3 clusters Score -2744191 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -2744294.000000 Penalty: 4894.818359
	Iteration 22Q: 3 clusters Score -2744294 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -2744391.500000 Penalty: 4894.818359
	Iteration 23Q: 3 clusters Score -2744392 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -2744458.750000 Penalty: 4894.818359
	Iteration 24Q: 3 clusters Score -2744459 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -2744525.000000 Penalty: 4894.818359
	Iteration 25Q: 3 clusters Score -2744525 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -2744580.250000 Penalty: 4894.818359
	Iteration 26Q: 3 clusters Score -2744580 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -2744632.750000 Penalty: 4894.818359
	Iteration 27Q: 3 clusters Score -2744633 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -2744673.750000 Penalty: 4894.818359
	Iteration 28Q: 3 clusters Score -2744674 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -2744710.000000 Penalty: 4894.818359
	Iteration 29Q: 3 clusters Score -2744710 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -2744737.750000 Penalty: 4894.818359
	Iteration 30Q: 3 clusters Score -2744738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -2744767.250000 Penalty: 4894.818359
	Iteration 31Q: 3 clusters Score -2744767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -2744777.000000 Penalty: 4894.818359
	Iteration 32Q: 3 clusters Score -2744777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -2744778.500000 Penalty: 4894.818359
	Iteration 33Q: 3 clusters Score -2744778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -2744779.250000 Penalty: 4894.818359
	Iteration 34Q: 3 clusters Score -2744779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -2744787.250000 Penalty: 4894.818359
	Iteration 35Q: 3 clusters Score -2744787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -2744793.000000 Penalty: 4894.818359
	Iteration 36Q: 3 clusters Score -2744793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -2744791.750000 Penalty: 4894.818359
	Iteration 37Q: 3 clusters Score -2744792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -2744797.500000 Penalty: 4894.818359
	Iteration 38Q: 3 clusters Score -2744798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -2744793.750000 Penalty: 4894.818359
	Iteration 39Q: 3 clusters Score -2744794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -2744802.250000 Penalty: 4894.818359
	Iteration 40F: 3 clusters Score -2744802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -2744813.000000 Penalty: 4894.818359
	Iteration 41Q: 3 clusters Score -2744813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -2744834.000000 Penalty: 4894.818359
	Iteration 42Q: 3 clusters Score -2744834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -2744854.000000 Penalty: 4894.818359
	Iteration 43Q: 3 clusters Score -2744854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -2744875.000000 Penalty: 4894.818359
	Iteration 44Q: 3 clusters Score -2744875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -2744894.250000 Penalty: 4894.818359
	Iteration 45Q: 3 clusters Score -2744894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -2744904.500000 Penalty: 4894.818359
	Iteration 46Q: 3 clusters Score -2744904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -2744909.500000 Penalty: 4894.818359
	Iteration 47Q: 3 clusters Score -2744910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -2744923.750000 Penalty: 4894.818359
	Iteration 48Q: 3 clusters Score -2744924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -2744934.750000 Penalty: 4894.818359
	Iteration 49Q: 3 clusters Score -2744935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -2744934.250000 Penalty: 4894.818359
	Iteration 50Q: 3 clusters Score -2744934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -2744933.500000 Penalty: 4894.818359
	Iteration 51Q: 3 clusters Score -2744934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -2744934.750000 Penalty: 4894.818359
	Iteration 52Q: 3 clusters Score -2744935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -2744935.000000 Penalty: 4894.818359
	Iteration 53F: 3 clusters Score -2744935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -2744937.750000 Penalty: 4894.818359
	Iteration 54Q: 3 clusters Score -2744938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -2744940.250000 Penalty: 4894.818359
	Iteration 55Q: 3 clusters Score -2744940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -2744940.250000 Penalty: 4894.818359
	Iteration 56F: 3 clusters Score -2744940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (166155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166155 members 
Entering Unmasked Estep 
Score: -23148948.000000 Penalty: 2981.127686
	Iteration 0F: 2 clusters Score -2.314895e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83374 members 
Mstep: Class 2 contains 82781 members 
Entering Unmasked Estep 
Score: -23043184.000000 Penalty: 5962.255371
	Iteration 0F: 3 clusters Score -2.304318e+07 nChanged 79591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86493 members 
Mstep: Class 2 contains 79662 members 
Entering Unmasked Estep 
Score: -23089578.000000 Penalty: 5962.255371
	Iteration 1F: 3 clusters Score -2.308958e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88684 members 
Mstep: Class 2 contains 77471 members 
Entering Unmasked Estep 
Score: -23090880.000000 Penalty: 5962.255371
	Iteration 2Q: 3 clusters Score -2.309088e+07 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92078 members 
Mstep: Class 2 contains 74077 members 
Entering Unmasked Estep 
Score: -23092598.000000 Penalty: 5962.255371
	Iteration 3Q: 3 clusters Score -2.30926e+07 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96993 members 
Mstep: Class 2 contains 69162 members 
Entering Unmasked Estep 
Score: -23095922.000000 Penalty: 5962.255371
	Iteration 4Q: 3 clusters Score -2.309592e+07 nChanged 8192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103721 members 
Mstep: Class 2 contains 62434 members 
Entering Unmasked Estep 
Score: -23101212.000000 Penalty: 5962.255371
	Iteration 5Q: 3 clusters Score -2.310121e+07 nChanged 9681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111904 members 
Mstep: Class 2 contains 54251 members 
Entering Unmasked Estep 
Score: -23108778.000000 Penalty: 5962.255371
	Iteration 6F: 3 clusters Score -2.310878e+07 nChanged 10224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120250 members 
Mstep: Class 2 contains 45905 members 
Entering Unmasked Estep 
Score: -23117166.000000 Penalty: 5962.255371
	Iteration 7F: 3 clusters Score -2.311717e+07 nChanged 9835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127517 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -23125110.000000 Penalty: 5962.255371
	Iteration 8F: 3 clusters Score -2.312511e+07 nChanged 8257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133024 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -23131236.000000 Penalty: 5962.255371
	Iteration 9Q: 3 clusters Score -2.313124e+07 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136937 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -23135180.000000 Penalty: 5962.255371
	Iteration 10Q: 3 clusters Score -2.313518e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139829 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -23137576.000000 Penalty: 5962.255371
	Iteration 11Q: 3 clusters Score -2.313758e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142264 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -23139076.000000 Penalty: 5962.255371
	Iteration 12Q: 3 clusters Score -2.313908e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144540 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -23140236.000000 Penalty: 5962.255371
	Iteration 13Q: 3 clusters Score -2.314024e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146642 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -23141248.000000 Penalty: 5962.255371
	Iteration 14Q: 3 clusters Score -2.314125e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148706 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -23142172.000000 Penalty: 5962.255371
	Iteration 15Q: 3 clusters Score -2.314217e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150734 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -23143282.000000 Penalty: 5962.255371
	Iteration 16Q: 3 clusters Score -2.314328e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152629 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -23144166.000000 Penalty: 5962.255371
	Iteration 17Q: 3 clusters Score -2.314417e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154307 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -23145096.000000 Penalty: 5962.255371
	Iteration 18Q: 3 clusters Score -2.31451e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155794 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -23145628.000000 Penalty: 5962.255371
	Iteration 19Q: 3 clusters Score -2.314563e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157137 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -23146228.000000 Penalty: 5962.255371
	Iteration 20F: 3 clusters Score -2.314623e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158239 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -23146496.000000 Penalty: 5962.255371
	Iteration 21Q: 3 clusters Score -2.31465e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159177 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -23146758.000000 Penalty: 5962.255371
	Iteration 22Q: 3 clusters Score -2.314676e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159969 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -23146828.000000 Penalty: 5962.255371
	Iteration 23Q: 3 clusters Score -2.314683e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160636 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -23146932.000000 Penalty: 5962.255371
	Iteration 24Q: 3 clusters Score -2.314693e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161184 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -23147040.000000 Penalty: 5962.255371
	Iteration 25Q: 3 clusters Score -2.314704e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161637 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -23147060.000000 Penalty: 5962.255371
	Iteration 26Q: 3 clusters Score -2.314706e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162040 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -23147078.000000 Penalty: 5962.255371
	Iteration 27Q: 3 clusters Score -2.314708e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162348 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -23147106.000000 Penalty: 5962.255371
	Iteration 28Q: 3 clusters Score -2.314711e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162590 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -23147084.000000 Penalty: 5962.255371
	Iteration 29Q: 3 clusters Score -2.314708e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162792 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -23147068.000000 Penalty: 5962.255371
	Iteration 30Q: 3 clusters Score -2.314707e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162969 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -23147052.000000 Penalty: 5962.255371
	Iteration 31Q: 3 clusters Score -2.314705e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163111 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -23147062.000000 Penalty: 5962.255371
	Iteration 32Q: 3 clusters Score -2.314706e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163232 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -23147068.000000 Penalty: 5962.255371
	Iteration 33Q: 3 clusters Score -2.314707e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163331 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -23147062.000000 Penalty: 5962.255371
	Iteration 34Q: 3 clusters Score -2.314706e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163423 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -23147082.000000 Penalty: 5962.255371
	Iteration 35Q: 3 clusters Score -2.314708e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163520 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -23147090.000000 Penalty: 5962.255371
	Iteration 36Q: 3 clusters Score -2.314709e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163603 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -23147112.000000 Penalty: 5962.255371
	Iteration 37Q: 3 clusters Score -2.314711e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163682 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -23147122.000000 Penalty: 5962.255371
	Iteration 38Q: 3 clusters Score -2.314712e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163750 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -23147084.000000 Penalty: 5962.255371
	Iteration 39Q: 3 clusters Score -2.314708e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163813 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -23147134.000000 Penalty: 5962.255371
	Iteration 40F: 3 clusters Score -2.314713e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163864 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -23147128.000000 Penalty: 5962.255371
	Iteration 41Q: 3 clusters Score -2.314713e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163917 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -23147134.000000 Penalty: 5962.255371
	Iteration 42Q: 3 clusters Score -2.314713e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163964 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -23147142.000000 Penalty: 5962.255371
	Iteration 43Q: 3 clusters Score -2.314714e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164005 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -23147172.000000 Penalty: 5962.255371
	Iteration 44Q: 3 clusters Score -2.314717e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164035 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -23147168.000000 Penalty: 5962.255371
	Iteration 45Q: 3 clusters Score -2.314717e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164063 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -23147180.000000 Penalty: 5962.255371
	Iteration 46Q: 3 clusters Score -2.314718e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164085 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -23147180.000000 Penalty: 5962.255371
	Iteration 47Q: 3 clusters Score -2.314718e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164097 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -23147182.000000 Penalty: 5962.255371
	Iteration 48Q: 3 clusters Score -2.314718e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164107 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -23147202.000000 Penalty: 5962.255371
	Iteration 49Q: 3 clusters Score -2.31472e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164120 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -23147154.000000 Penalty: 5962.255371
	Iteration 50Q: 3 clusters Score -2.314715e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164134 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -23147156.000000 Penalty: 5962.255371
	Iteration 51Q: 3 clusters Score -2.314716e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164140 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -23147144.000000 Penalty: 5962.255371
	Iteration 52Q: 3 clusters Score -2.314714e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164157 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -23147118.000000 Penalty: 5962.255371
	Iteration 53Q: 3 clusters Score -2.314712e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164173 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -23147138.000000 Penalty: 5962.255371
	Iteration 54Q: 3 clusters Score -2.314714e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164184 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -23147120.000000 Penalty: 5962.255371
	Iteration 55Q: 3 clusters Score -2.314712e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164198 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -23147134.000000 Penalty: 5962.255371
	Iteration 56Q: 3 clusters Score -2.314713e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164205 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -23147158.000000 Penalty: 5962.255371
	Iteration 57Q: 3 clusters Score -2.314716e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164212 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -23147152.000000 Penalty: 5962.255371
	Iteration 58Q: 3 clusters Score -2.314715e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164218 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -23147156.000000 Penalty: 5962.255371
	Iteration 59Q: 3 clusters Score -2.314716e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164224 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -23147156.000000 Penalty: 5962.255371
	Iteration 60F: 3 clusters Score -2.314716e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164236 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -23147160.000000 Penalty: 5962.255371
	Iteration 61Q: 3 clusters Score -2.314716e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164242 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -23147152.000000 Penalty: 5962.255371
	Iteration 62Q: 3 clusters Score -2.314715e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164247 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -23147168.000000 Penalty: 5962.255371
	Iteration 63Q: 3 clusters Score -2.314717e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164247 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -23147168.000000 Penalty: 5962.255371
	Iteration 64Q: 3 clusters Score -2.314717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164252 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -23147172.000000 Penalty: 5962.255371
	Iteration 65Q: 3 clusters Score -2.314717e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164256 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -23147178.000000 Penalty: 5962.255371
	Iteration 66Q: 3 clusters Score -2.314718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164258 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -23147184.000000 Penalty: 5962.255371
	Iteration 67Q: 3 clusters Score -2.314718e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164265 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -23147160.000000 Penalty: 5962.255371
	Iteration 68Q: 3 clusters Score -2.314716e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164271 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -23147174.000000 Penalty: 5962.255371
	Iteration 69Q: 3 clusters Score -2.314717e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164276 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -23147172.000000 Penalty: 5962.255371
	Iteration 70Q: 3 clusters Score -2.314717e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164276 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -23147162.000000 Penalty: 5962.255371
	Iteration 71Q: 3 clusters Score -2.314716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164276 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -23147154.000000 Penalty: 5962.255371
	Iteration 72Q: 3 clusters Score -2.314715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164277 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -23147168.000000 Penalty: 5962.255371
	Iteration 73Q: 3 clusters Score -2.314717e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164277 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -23147182.000000 Penalty: 5962.255371
	Iteration 74Q: 3 clusters Score -2.314718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164278 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -23147180.000000 Penalty: 5962.255371
	Iteration 75Q: 3 clusters Score -2.314718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164283 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -23147156.000000 Penalty: 5962.255371
	Iteration 76Q: 3 clusters Score -2.314716e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164289 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -23147146.000000 Penalty: 5962.255371
	Iteration 77Q: 3 clusters Score -2.314715e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164292 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -23147142.000000 Penalty: 5962.255371
	Iteration 78Q: 3 clusters Score -2.314714e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164296 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -23147178.000000 Penalty: 5962.255371
	Iteration 79Q: 3 clusters Score -2.314718e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164295 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -23147172.000000 Penalty: 5962.255371
	Iteration 80F: 3 clusters Score -2.314717e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164295 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -23147170.000000 Penalty: 5962.255371
	Iteration 81Q: 3 clusters Score -2.314717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164295 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -23147172.000000 Penalty: 5962.255371
	Iteration 82Q: 3 clusters Score -2.314717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164295 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -23147166.000000 Penalty: 5962.255371
	Iteration 83Q: 3 clusters Score -2.314717e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164295 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -23147166.000000 Penalty: 5962.255371
	Iteration 84F: 3 clusters Score -2.314717e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (174674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174674 members 
Entering Unmasked Estep 
Score: -24607738.000000 Penalty: 2993.527832
	Iteration 0F: 2 clusters Score -2.460774e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87540 members 
Mstep: Class 2 contains 87134 members 
Entering Unmasked Estep 
Score: -24498714.000000 Penalty: 5987.055664
	Iteration 0F: 3 clusters Score -2.449871e+07 nChanged 83886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90892 members 
Mstep: Class 2 contains 83782 members 
Entering Unmasked Estep 
Score: -24547744.000000 Penalty: 5987.055664
	Iteration 1F: 3 clusters Score -2.454774e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92784 members 
Mstep: Class 2 contains 81890 members 
Entering Unmasked Estep 
Score: -24548846.000000 Penalty: 5987.055664
	Iteration 2Q: 3 clusters Score -2.454885e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95666 members 
Mstep: Class 2 contains 79008 members 
Entering Unmasked Estep 
Score: -24550192.000000 Penalty: 5987.055664
	Iteration 3Q: 3 clusters Score -2.455019e+07 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99918 members 
Mstep: Class 2 contains 74756 members 
Entering Unmasked Estep 
Score: -24551984.000000 Penalty: 5987.055664
	Iteration 4Q: 3 clusters Score -2.455198e+07 nChanged 7925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105913 members 
Mstep: Class 2 contains 68761 members 
Entering Unmasked Estep 
Score: -24554430.000000 Penalty: 5987.055664
	Iteration 5Q: 3 clusters Score -2.455443e+07 nChanged 9428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113787 members 
Mstep: Class 2 contains 60887 members 
Entering Unmasked Estep 
Score: -24558348.000000 Penalty: 5987.055664
	Iteration 6F: 3 clusters Score -2.455835e+07 nChanged 10882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123505 members 
Mstep: Class 2 contains 51169 members 
Entering Unmasked Estep 
Score: -24563776.000000 Penalty: 5987.055664
	Iteration 7F: 3 clusters Score -2.456378e+07 nChanged 11231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133736 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -24570578.000000 Penalty: 5987.055664
	Iteration 8F: 3 clusters Score -2.457058e+07 nChanged 10172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142928 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -24577312.000000 Penalty: 5987.055664
	Iteration 9F: 3 clusters Score -2.457731e+07 nChanged 8109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150057 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -24583312.000000 Penalty: 5987.055664
	Iteration 10Q: 3 clusters Score -2.458331e+07 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154664 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -24589394.000000 Penalty: 5987.055664
	Iteration 11Q: 3 clusters Score -2.458939e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157762 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -24594574.000000 Penalty: 5987.055664
	Iteration 12Q: 3 clusters Score -2.459457e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160128 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -24597524.000000 Penalty: 5987.055664
	Iteration 13Q: 3 clusters Score -2.459752e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162266 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -24599662.000000 Penalty: 5987.055664
	Iteration 14Q: 3 clusters Score -2.459966e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164197 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -24601400.000000 Penalty: 5987.055664
	Iteration 15Q: 3 clusters Score -2.46014e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165907 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -24602716.000000 Penalty: 5987.055664
	Iteration 16Q: 3 clusters Score -2.460272e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167440 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -24603568.000000 Penalty: 5987.055664
	Iteration 17Q: 3 clusters Score -2.460357e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168824 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -24604234.000000 Penalty: 5987.055664
	Iteration 18Q: 3 clusters Score -2.460423e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170017 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -24604396.000000 Penalty: 5987.055664
	Iteration 19Q: 3 clusters Score -2.46044e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171052 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -24604668.000000 Penalty: 5987.055664
	Iteration 20F: 3 clusters Score -2.460467e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171929 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -24604780.000000 Penalty: 5987.055664
	Iteration 21Q: 3 clusters Score -2.460478e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172592 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -24604930.000000 Penalty: 5987.055664
	Iteration 22Q: 3 clusters Score -2.460493e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173069 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -24605064.000000 Penalty: 5987.055664
	Iteration 23Q: 3 clusters Score -2.460506e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173389 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -24605148.000000 Penalty: 5987.055664
	Iteration 24Q: 3 clusters Score -2.460515e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173610 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -24605110.000000 Penalty: 5987.055664
	Iteration 25Q: 3 clusters Score -2.460511e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173769 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -24605168.000000 Penalty: 5987.055664
	Iteration 26Q: 3 clusters Score -2.460517e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173895 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -24605204.000000 Penalty: 5987.055664
	Iteration 27Q: 3 clusters Score -2.46052e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173972 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -24605202.000000 Penalty: 5987.055664
	Iteration 28Q: 3 clusters Score -2.46052e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174029 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -24605176.000000 Penalty: 5987.055664
	Iteration 29Q: 3 clusters Score -2.460518e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174059 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -24605206.000000 Penalty: 5987.055664
	Iteration 30Q: 3 clusters Score -2.460521e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174087 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -24605220.000000 Penalty: 5987.055664
	Iteration 31Q: 3 clusters Score -2.460522e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174112 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -24605238.000000 Penalty: 5987.055664
	Iteration 32Q: 3 clusters Score -2.460524e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174132 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -24605238.000000 Penalty: 5987.055664
	Iteration 33Q: 3 clusters Score -2.460524e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174150 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -24605254.000000 Penalty: 5987.055664
	Iteration 34Q: 3 clusters Score -2.460525e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174166 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -24605286.000000 Penalty: 5987.055664
	Iteration 35Q: 3 clusters Score -2.460529e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174172 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -24605288.000000 Penalty: 5987.055664
	Iteration 36Q: 3 clusters Score -2.460529e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174184 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -24605284.000000 Penalty: 5987.055664
	Iteration 37Q: 3 clusters Score -2.460528e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174194 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -24605294.000000 Penalty: 5987.055664
	Iteration 38Q: 3 clusters Score -2.460529e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174199 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -24605290.000000 Penalty: 5987.055664
	Iteration 39Q: 3 clusters Score -2.460529e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174206 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -24605312.000000 Penalty: 5987.055664
	Iteration 40F: 3 clusters Score -2.460531e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174211 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -24605296.000000 Penalty: 5987.055664
	Iteration 41Q: 3 clusters Score -2.46053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174214 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -24605308.000000 Penalty: 5987.055664
	Iteration 42Q: 3 clusters Score -2.460531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174218 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -24605308.000000 Penalty: 5987.055664
	Iteration 43Q: 3 clusters Score -2.460531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174219 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -24605292.000000 Penalty: 5987.055664
	Iteration 44Q: 3 clusters Score -2.460529e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174219 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -24605292.000000 Penalty: 5987.055664
	Iteration 45F: 3 clusters Score -2.460529e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -62858.054688 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -62858.05 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 253 members 
Entering Unmasked Estep 
Score: -61341.992188 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -61341.99 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -61605.593750 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -61605.59 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -61740.414062 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -61740.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -61828.804688 Penalty: 3115.076416
	Iteration 3Q: 3 clusters Score -61828.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -61914.113281 Penalty: 3115.076416
	Iteration 4Q: 3 clusters Score -61914.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -61961.582031 Penalty: 3115.076416
	Iteration 5Q: 3 clusters Score -61961.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -62001.285156 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -62001.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -62049.617188 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -62049.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -62153.800781 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -62153.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -62318.226562 Penalty: 3115.076416
	Iteration 9Q: 3 clusters Score -62318.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -62490.816406 Penalty: 3115.076416
	Iteration 10Q: 3 clusters Score -62490.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -62711.464844 Penalty: 3115.076416
	Iteration 11Q: 3 clusters Score -62711.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -62768.367188 Penalty: 3115.076416
	Iteration 12Q: 3 clusters Score -62768.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -62806.160156 Penalty: 3115.076416
	Iteration 13Q: 3 clusters Score -62806.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -62855.359375 Penalty: 3115.076416
	Iteration 14Q: 3 clusters Score -62855.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -62915.796875 Penalty: 3115.076416
	Iteration 15Q: 3 clusters Score -62915.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -62954.863281 Penalty: 3115.076416
	Iteration 16Q: 3 clusters Score -62954.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -63007.847656 Penalty: 3115.076416
	Iteration 17Q: 3 clusters Score -63007.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -63044.445312 Penalty: 3115.076416
	Iteration 18Q: 3 clusters Score -63044.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -63097.320312 Penalty: 3115.076416
	Iteration 19Q: 3 clusters Score -63097.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -63150.738281 Penalty: 3115.076416
	Iteration 20F: 3 clusters Score -63150.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -63170.859375 Penalty: 3115.076416
	Iteration 21Q: 3 clusters Score -63170.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -63182.183594 Penalty: 3115.076416
	Iteration 22Q: 3 clusters Score -63182.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -63188.347656 Penalty: 3115.076416
	Iteration 23Q: 3 clusters Score -63188.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -63207.281250 Penalty: 3115.076416
	Iteration 24Q: 3 clusters Score -63207.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -63301.269531 Penalty: 3115.076416
	Iteration 25Q: 3 clusters Score -63301.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -63422.671875 Penalty: 3115.076416
	Iteration 26Q: 3 clusters Score -63422.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -63425.839844 Penalty: 3115.076416
	Iteration 27Q: 3 clusters Score -63425.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -63430.742188 Penalty: 3115.076416
	Iteration 28Q: 3 clusters Score -63430.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -63437.496094 Penalty: 3115.076416
	Iteration 29Q: 3 clusters Score -63437.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -63443.746094 Penalty: 3115.076416
	Iteration 30Q: 3 clusters Score -63443.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -63451.816406 Penalty: 3115.076416
	Iteration 31Q: 3 clusters Score -63451.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -63458.769531 Penalty: 3115.076416
	Iteration 32Q: 3 clusters Score -63458.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -63463.820312 Penalty: 3115.076416
	Iteration 33Q: 3 clusters Score -63463.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -63466.636719 Penalty: 3115.076416
	Iteration 34F: 3 clusters Score -63466.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -63476.449219 Penalty: 3115.076416
	Iteration 35Q: 3 clusters Score -63476.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -63476.449219 Penalty: 3115.076416
	Iteration 36F: 3 clusters Score -63476.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 810 members 
Mstep: Class 4 contains 140709 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 3836 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 43894 members 
Mstep: Class 9 contains 91687 members 
Mstep: Class 10 contains 1030 members 
Mstep: Class 11 contains 17628 members 
Mstep: Class 12 contains 27156 members 
Mstep: Class 13 contains 17205 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 17608 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66433 members 
Mstep: Class 19 contains 7476 members 
Mstep: Class 20 contains 125837 members 
Mstep: Class 21 contains 19314 members 
Mstep: Class 22 contains 166155 members 
Mstep: Class 23 contains 174674 members 
Mstep: Class 24 contains 313 members 
Mstep: Class 25 contains 463 members 
Mstep: Class 26 contains 221 members 
Entering Unmasked Estep 
Score: -132688984.000000 Penalty: 88826.445312
Splitting cluster 24 changes total score from -132689904.000000 to -132688984.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 810 members 
Mstep: Class 4 contains 140709 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 3836 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 43894 members 
Mstep: Class 9 contains 91687 members 
Mstep: Class 10 contains 1030 members 
Mstep: Class 11 contains 17628 members 
Mstep: Class 12 contains 27156 members 
Mstep: Class 13 contains 17205 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 17608 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66433 members 
Mstep: Class 19 contains 7476 members 
Mstep: Class 20 contains 125837 members 
Mstep: Class 21 contains 19314 members 
Mstep: Class 22 contains 166155 members 
Mstep: Class 23 contains 174674 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690360.000000 Penalty: 85410.039062
Iteration 239Q: 26 clusters Score -1.326904e+08 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 810 members 
Mstep: Class 4 contains 141154 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 3835 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 44204 members 
Mstep: Class 9 contains 91335 members 
Mstep: Class 10 contains 1030 members 
Mstep: Class 11 contains 17629 members 
Mstep: Class 12 contains 27157 members 
Mstep: Class 13 contains 17155 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 1693 members 
Mstep: Class 16 contains 17606 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66402 members 
Mstep: Class 19 contains 7461 members 
Mstep: Class 20 contains 125706 members 
Mstep: Class 21 contains 19309 members 
Mstep: Class 22 contains 166051 members 
Mstep: Class 23 contains 174610 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690616.000000 Penalty: 85410.039062
Iteration 240F: 26 clusters Score -1.326906e+08 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 809 members 
Mstep: Class 4 contains 141625 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3835 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 44487 members 
Mstep: Class 9 contains 91006 members 
Mstep: Class 10 contains 1030 members 
Mstep: Class 11 contains 17615 members 
Mstep: Class 12 contains 27155 members 
Mstep: Class 13 contains 17119 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 15 contains 1693 members 
Mstep: Class 16 contains 17606 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66384 members 
Mstep: Class 19 contains 7451 members 
Mstep: Class 20 contains 125614 members 
Mstep: Class 21 contains 19319 members 
Mstep: Class 22 contains 165919 members 
Mstep: Class 23 contains 174505 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690552.000000 Penalty: 85410.039062
Iteration 241Q: 26 clusters Score -1.326906e+08 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 807 members 
Mstep: Class 4 contains 142099 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 44773 members 
Mstep: Class 9 contains 90663 members 
Mstep: Class 10 contains 1030 members 
Mstep: Class 11 contains 17595 members 
Mstep: Class 12 contains 27157 members 
Mstep: Class 13 contains 17089 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 1693 members 
Mstep: Class 16 contains 17609 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66348 members 
Mstep: Class 19 contains 7439 members 
Mstep: Class 20 contains 125521 members 
Mstep: Class 21 contains 19340 members 
Mstep: Class 22 contains 165753 members 
Mstep: Class 23 contains 174419 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690816.000000 Penalty: 85410.039062
Iteration 242Q: 26 clusters Score -1.326908e+08 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 809 members 
Mstep: Class 4 contains 142551 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 45013 members 
Mstep: Class 9 contains 90311 members 
Mstep: Class 10 contains 1030 members 
Mstep: Class 11 contains 17578 members 
Mstep: Class 12 contains 27153 members 
Mstep: Class 13 contains 17045 members 
Mstep: Class 14 contains 473 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17604 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66315 members 
Mstep: Class 19 contains 7436 members 
Mstep: Class 20 contains 125447 members 
Mstep: Class 21 contains 19359 members 
Mstep: Class 22 contains 165660 members 
Mstep: Class 23 contains 174328 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132691024.000000 Penalty: 85410.039062
Iteration 243Q: 26 clusters Score -1.32691e+08 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 812 members 
Mstep: Class 4 contains 143002 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 45242 members 
Mstep: Class 9 contains 89972 members 
Mstep: Class 10 contains 1029 members 
Mstep: Class 11 contains 17555 members 
Mstep: Class 12 contains 27148 members 
Mstep: Class 13 contains 17008 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17603 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66289 members 
Mstep: Class 19 contains 7432 members 
Mstep: Class 20 contains 125381 members 
Mstep: Class 21 contains 19373 members 
Mstep: Class 22 contains 165586 members 
Mstep: Class 23 contains 174214 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132691440.000000 Penalty: 85410.039062
Iteration 244Q: 26 clusters Score -1.326914e+08 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33912 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 143420 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 45459 members 
Mstep: Class 9 contains 89627 members 
Mstep: Class 10 contains 1028 members 
Mstep: Class 11 contains 17539 members 
Mstep: Class 12 contains 27144 members 
Mstep: Class 13 contains 16977 members 
Mstep: Class 14 contains 464 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17606 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66257 members 
Mstep: Class 19 contains 7422 members 
Mstep: Class 20 contains 125307 members 
Mstep: Class 21 contains 19381 members 
Mstep: Class 22 contains 165547 members 
Mstep: Class 23 contains 174138 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132691648.000000 Penalty: 85410.039062
Iteration 245Q: 26 clusters Score -1.326916e+08 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 143804 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 45660 members 
Mstep: Class 9 contains 89301 members 
Mstep: Class 10 contains 1028 members 
Mstep: Class 11 contains 17526 members 
Mstep: Class 12 contains 27134 members 
Mstep: Class 13 contains 16944 members 
Mstep: Class 14 contains 460 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 17608 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66236 members 
Mstep: Class 19 contains 7416 members 
Mstep: Class 20 contains 125209 members 
Mstep: Class 21 contains 19385 members 
Mstep: Class 22 contains 165522 members 
Mstep: Class 23 contains 174088 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132691816.000000 Penalty: 85410.039062
Iteration 246Q: 26 clusters Score -1.326918e+08 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33896 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 144153 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 45895 members 
Mstep: Class 9 contains 88968 members 
Mstep: Class 10 contains 1028 members 
Mstep: Class 11 contains 17528 members 
Mstep: Class 12 contains 27122 members 
Mstep: Class 13 contains 16914 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1697 members 
Mstep: Class 16 contains 17610 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66212 members 
Mstep: Class 19 contains 7416 members 
Mstep: Class 20 contains 125105 members 
Mstep: Class 21 contains 19395 members 
Mstep: Class 22 contains 165479 members 
Mstep: Class 23 contains 174041 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132691872.000000 Penalty: 85410.039062
Iteration 247Q: 26 clusters Score -1.326919e+08 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 144504 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 46119 members 
Mstep: Class 9 contains 88664 members 
Mstep: Class 10 contains 1028 members 
Mstep: Class 11 contains 17522 members 
Mstep: Class 12 contains 27111 members 
Mstep: Class 13 contains 16890 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1697 members 
Mstep: Class 16 contains 17611 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66184 members 
Mstep: Class 19 contains 7411 members 
Mstep: Class 20 contains 125010 members 
Mstep: Class 21 contains 19409 members 
Mstep: Class 22 contains 165433 members 
Mstep: Class 23 contains 173986 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132692064.000000 Penalty: 85410.039062
Iteration 248Q: 26 clusters Score -1.326921e+08 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 144801 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 46349 members 
Mstep: Class 9 contains 88401 members 
Mstep: Class 10 contains 1028 members 
Mstep: Class 11 contains 17503 members 
Mstep: Class 12 contains 27105 members 
Mstep: Class 13 contains 16869 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1697 members 
Mstep: Class 16 contains 17614 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66181 members 
Mstep: Class 19 contains 7408 members 
Mstep: Class 20 contains 124911 members 
Mstep: Class 21 contains 19410 members 
Mstep: Class 22 contains 165413 members 
Mstep: Class 23 contains 173902 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132692400.000000 Penalty: 85410.039062
Iteration 249Q: 26 clusters Score -1.326924e+08 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33840 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 813 members 
Mstep: Class 4 contains 145112 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 46606 members 
Mstep: Class 9 contains 88141 members 
Mstep: Class 10 contains 1029 members 
Mstep: Class 11 contains 17487 members 
Mstep: Class 12 contains 27104 members 
Mstep: Class 13 contains 16819 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1697 members 
Mstep: Class 16 contains 17612 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66175 members 
Mstep: Class 19 contains 7408 members 
Mstep: Class 20 contains 124817 members 
Mstep: Class 21 contains 19399 members 
Mstep: Class 22 contains 165401 members 
Mstep: Class 23 contains 173813 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132692496.000000 Penalty: 85410.039062
Iteration 250Q: 26 clusters Score -1.326925e+08 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33821 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 145406 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 46892 members 
Mstep: Class 9 contains 87921 members 
Mstep: Class 10 contains 1030 members 
Mstep: Class 11 contains 17468 members 
Mstep: Class 12 contains 27095 members 
Mstep: Class 13 contains 16778 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1697 members 
Mstep: Class 16 contains 17618 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66165 members 
Mstep: Class 19 contains 7411 members 
Mstep: Class 20 contains 124705 members 
Mstep: Class 21 contains 19376 members 
Mstep: Class 22 contains 165362 members 
Mstep: Class 23 contains 173714 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132692528.000000 Penalty: 85410.039062
Iteration 251Q: 26 clusters Score -1.326925e+08 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 145666 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 47151 members 
Mstep: Class 9 contains 87722 members 
Mstep: Class 10 contains 1030 members 
Mstep: Class 11 contains 17463 members 
Mstep: Class 12 contains 27094 members 
Mstep: Class 13 contains 16737 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1697 members 
Mstep: Class 16 contains 17619 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66145 members 
Mstep: Class 19 contains 7403 members 
Mstep: Class 20 contains 124595 members 
Mstep: Class 21 contains 19369 members 
Mstep: Class 22 contains 165364 members 
Mstep: Class 23 contains 173611 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132693048.000000 Penalty: 85410.039062
Iteration 252Q: 26 clusters Score -1.32693e+08 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 145879 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 47376 members 
Mstep: Class 9 contains 87539 members 
Mstep: Class 10 contains 1031 members 
Mstep: Class 11 contains 17460 members 
Mstep: Class 12 contains 27087 members 
Mstep: Class 13 contains 16691 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1697 members 
Mstep: Class 16 contains 17619 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66122 members 
Mstep: Class 19 contains 7392 members 
Mstep: Class 20 contains 124476 members 
Mstep: Class 21 contains 19365 members 
Mstep: Class 22 contains 165419 members 
Mstep: Class 23 contains 173536 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132692952.000000 Penalty: 85410.039062
Iteration 253Q: 26 clusters Score -1.32693e+08 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33753 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 146033 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 47619 members 
Mstep: Class 9 contains 87326 members 
Mstep: Class 10 contains 1032 members 
Mstep: Class 11 contains 17454 members 
Mstep: Class 12 contains 27083 members 
Mstep: Class 13 contains 16655 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1697 members 
Mstep: Class 16 contains 17616 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66099 members 
Mstep: Class 19 contains 7391 members 
Mstep: Class 20 contains 124347 members 
Mstep: Class 21 contains 19361 members 
Mstep: Class 22 contains 165524 members 
Mstep: Class 23 contains 173468 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132692712.000000 Penalty: 85410.039062
Iteration 254Q: 26 clusters Score -1.326927e+08 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 813 members 
Mstep: Class 4 contains 146189 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 47860 members 
Mstep: Class 9 contains 87150 members 
Mstep: Class 10 contains 1032 members 
Mstep: Class 11 contains 17438 members 
Mstep: Class 12 contains 27095 members 
Mstep: Class 13 contains 16618 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1697 members 
Mstep: Class 16 contains 17608 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66084 members 
Mstep: Class 19 contains 7385 members 
Mstep: Class 20 contains 124224 members 
Mstep: Class 21 contains 19357 members 
Mstep: Class 22 contains 165591 members 
Mstep: Class 23 contains 173377 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132692792.000000 Penalty: 85410.039062
Iteration 255Q: 26 clusters Score -1.326928e+08 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 813 members 
Mstep: Class 4 contains 146318 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 48096 members 
Mstep: Class 9 contains 87022 members 
Mstep: Class 10 contains 1032 members 
Mstep: Class 11 contains 17420 members 
Mstep: Class 12 contains 27091 members 
Mstep: Class 13 contains 16590 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1697 members 
Mstep: Class 16 contains 17602 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66084 members 
Mstep: Class 19 contains 7380 members 
Mstep: Class 20 contains 124117 members 
Mstep: Class 21 contains 19357 members 
Mstep: Class 22 contains 165634 members 
Mstep: Class 23 contains 173293 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132692488.000000 Penalty: 85410.039062
Iteration 256Q: 26 clusters Score -1.326925e+08 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 815 members 
Mstep: Class 4 contains 146479 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 48348 members 
Mstep: Class 9 contains 86897 members 
Mstep: Class 10 contains 1032 members 
Mstep: Class 11 contains 17401 members 
Mstep: Class 12 contains 27090 members 
Mstep: Class 13 contains 16569 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1697 members 
Mstep: Class 16 contains 17597 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66067 members 
Mstep: Class 19 contains 7377 members 
Mstep: Class 20 contains 123992 members 
Mstep: Class 21 contains 19353 members 
Mstep: Class 22 contains 165628 members 
Mstep: Class 23 contains 173226 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132692456.000000 Penalty: 85410.039062
Iteration 257Q: 26 clusters Score -1.326925e+08 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 816 members 
Mstep: Class 4 contains 146642 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 48602 members 
Mstep: Class 9 contains 86764 members 
Mstep: Class 10 contains 1032 members 
Mstep: Class 11 contains 17390 members 
Mstep: Class 12 contains 27090 members 
Mstep: Class 13 contains 16535 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1698 members 
Mstep: Class 16 contains 17594 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66056 members 
Mstep: Class 19 contains 7371 members 
Mstep: Class 20 contains 123886 members 
Mstep: Class 21 contains 19348 members 
Mstep: Class 22 contains 165597 members 
Mstep: Class 23 contains 173157 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132692480.000000 Penalty: 85410.039062
Iteration 258Q: 26 clusters Score -1.326925e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 146770 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 48873 members 
Mstep: Class 9 contains 86630 members 
Mstep: Class 10 contains 1032 members 
Mstep: Class 11 contains 17376 members 
Mstep: Class 12 contains 27092 members 
Mstep: Class 13 contains 16505 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 17591 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66052 members 
Mstep: Class 19 contains 7379 members 
Mstep: Class 20 contains 123775 members 
Mstep: Class 21 contains 19343 members 
Mstep: Class 22 contains 165618 members 
Mstep: Class 23 contains 173042 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132692480.000000 Penalty: 85410.039062
Iteration 259Q: 26 clusters Score -1.326925e+08 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 146849 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 49134 members 
Mstep: Class 9 contains 86503 members 
Mstep: Class 10 contains 1032 members 
Mstep: Class 11 contains 17356 members 
Mstep: Class 12 contains 27087 members 
Mstep: Class 13 contains 16478 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 17593 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66054 members 
Mstep: Class 19 contains 7379 members 
Mstep: Class 20 contains 123675 members 
Mstep: Class 21 contains 19337 members 
Mstep: Class 22 contains 165656 members 
Mstep: Class 23 contains 172941 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132692728.000000 Penalty: 85410.039062
Iteration 260F: 26 clusters Score -1.326927e+08 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 818 members 
Mstep: Class 4 contains 146961 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 49400 members 
Mstep: Class 9 contains 86359 members 
Mstep: Class 10 contains 1032 members 
Mstep: Class 11 contains 17342 members 
Mstep: Class 12 contains 27084 members 
Mstep: Class 13 contains 16454 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 17585 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66052 members 
Mstep: Class 19 contains 7378 members 
Mstep: Class 20 contains 123572 members 
Mstep: Class 21 contains 19335 members 
Mstep: Class 22 contains 165650 members 
Mstep: Class 23 contains 172869 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132692632.000000 Penalty: 85410.039062
Iteration 261Q: 26 clusters Score -1.326926e+08 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 818 members 
Mstep: Class 4 contains 147079 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 49656 members 
Mstep: Class 9 contains 86251 members 
Mstep: Class 10 contains 1032 members 
Mstep: Class 11 contains 17328 members 
Mstep: Class 12 contains 27079 members 
Mstep: Class 13 contains 16430 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 17580 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66050 members 
Mstep: Class 19 contains 7375 members 
Mstep: Class 20 contains 123458 members 
Mstep: Class 21 contains 19331 members 
Mstep: Class 22 contains 165630 members 
Mstep: Class 23 contains 172796 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132692776.000000 Penalty: 85410.039062
Iteration 262Q: 26 clusters Score -1.326928e+08 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 819 members 
Mstep: Class 4 contains 147193 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 49937 members 
Mstep: Class 9 contains 86147 members 
Mstep: Class 10 contains 1032 members 
Mstep: Class 11 contains 17317 members 
Mstep: Class 12 contains 27083 members 
Mstep: Class 13 contains 16407 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 17584 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66042 members 
Mstep: Class 19 contains 7365 members 
Mstep: Class 20 contains 123330 members 
Mstep: Class 21 contains 19331 members 
Mstep: Class 22 contains 165601 members 
Mstep: Class 23 contains 172714 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132693000.000000 Penalty: 85410.039062
Iteration 263Q: 26 clusters Score -1.32693e+08 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 820 members 
Mstep: Class 4 contains 147300 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 50157 members 
Mstep: Class 9 contains 86072 members 
Mstep: Class 10 contains 1032 members 
Mstep: Class 11 contains 17303 members 
Mstep: Class 12 contains 27087 members 
Mstep: Class 13 contains 16389 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 17587 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66035 members 
Mstep: Class 19 contains 7361 members 
Mstep: Class 20 contains 123236 members 
Mstep: Class 21 contains 19329 members 
Mstep: Class 22 contains 165548 members 
Mstep: Class 23 contains 172643 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132693160.000000 Penalty: 85410.039062
Iteration 264Q: 26 clusters Score -1.326932e+08 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 820 members 
Mstep: Class 4 contains 147428 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 50330 members 
Mstep: Class 9 contains 85987 members 
Mstep: Class 10 contains 1032 members 
Mstep: Class 11 contains 17287 members 
Mstep: Class 12 contains 27087 members 
Mstep: Class 13 contains 16357 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 17588 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66031 members 
Mstep: Class 19 contains 7358 members 
Mstep: Class 20 contains 123152 members 
Mstep: Class 21 contains 19332 members 
Mstep: Class 22 contains 165524 members 
Mstep: Class 23 contains 172589 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132693168.000000 Penalty: 85410.039062
Iteration 265Q: 26 clusters Score -1.326932e+08 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 820 members 
Mstep: Class 4 contains 147516 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 50522 members 
Mstep: Class 9 contains 85889 members 
Mstep: Class 10 contains 1032 members 
Mstep: Class 11 contains 17270 members 
Mstep: Class 12 contains 27087 members 
Mstep: Class 13 contains 16335 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 17588 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66027 members 
Mstep: Class 19 contains 7354 members 
Mstep: Class 20 contains 123074 members 
Mstep: Class 21 contains 19334 members 
Mstep: Class 22 contains 165527 members 
Mstep: Class 23 contains 172540 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132693200.000000 Penalty: 85410.039062
Iteration 266Q: 26 clusters Score -1.326932e+08 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 819 members 
Mstep: Class 4 contains 147592 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 50711 members 
Mstep: Class 9 contains 85809 members 
Mstep: Class 10 contains 1032 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 27089 members 
Mstep: Class 13 contains 16318 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 17588 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66020 members 
Mstep: Class 19 contains 7351 members 
Mstep: Class 20 contains 123005 members 
Mstep: Class 21 contains 19333 members 
Mstep: Class 22 contains 165533 members 
Mstep: Class 23 contains 172473 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132693344.000000 Penalty: 85410.039062
Iteration 267Q: 26 clusters Score -1.326933e+08 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 820 members 
Mstep: Class 4 contains 147652 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 50894 members 
Mstep: Class 9 contains 85733 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 17240 members 
Mstep: Class 12 contains 27087 members 
Mstep: Class 13 contains 16291 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 17594 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66015 members 
Mstep: Class 19 contains 7346 members 
Mstep: Class 20 contains 122945 members 
Mstep: Class 21 contains 19336 members 
Mstep: Class 22 contains 165531 members 
Mstep: Class 23 contains 172424 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132693496.000000 Penalty: 85410.039062
Iteration 268Q: 26 clusters Score -1.326935e+08 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 820 members 
Mstep: Class 4 contains 147750 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 51055 members 
Mstep: Class 9 contains 85660 members 
Mstep: Class 10 contains 1034 members 
Mstep: Class 11 contains 17219 members 
Mstep: Class 12 contains 27082 members 
Mstep: Class 13 contains 16274 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 17594 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66007 members 
Mstep: Class 19 contains 7347 members 
Mstep: Class 20 contains 122869 members 
Mstep: Class 21 contains 19326 members 
Mstep: Class 22 contains 165533 members 
Mstep: Class 23 contains 172375 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132693496.000000 Penalty: 85410.039062
Iteration 269Q: 26 clusters Score -1.326935e+08 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 820 members 
Mstep: Class 4 contains 147819 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 51179 members 
Mstep: Class 9 contains 85598 members 
Mstep: Class 10 contains 1034 members 
Mstep: Class 11 contains 17200 members 
Mstep: Class 12 contains 27085 members 
Mstep: Class 13 contains 16253 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 17589 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 65998 members 
Mstep: Class 19 contains 7350 members 
Mstep: Class 20 contains 122808 members 
Mstep: Class 21 contains 19324 members 
Mstep: Class 22 contains 165542 members 
Mstep: Class 23 contains 172339 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132693272.000000 Penalty: 85410.039062
Iteration 270Q: 26 clusters Score -1.326933e+08 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 820 members 
Mstep: Class 4 contains 147907 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 51297 members 
Mstep: Class 9 contains 85548 members 
Mstep: Class 10 contains 1034 members 
Mstep: Class 11 contains 17176 members 
Mstep: Class 12 contains 27085 members 
Mstep: Class 13 contains 16227 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 17587 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 65993 members 
Mstep: Class 19 contains 7350 members 
Mstep: Class 20 contains 122747 members 
Mstep: Class 21 contains 19321 members 
Mstep: Class 22 contains 165560 members 
Mstep: Class 23 contains 172283 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132693360.000000 Penalty: 85410.039062
Iteration 271Q: 26 clusters Score -1.326934e+08 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 820 members 
Mstep: Class 4 contains 147970 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 51393 members 
Mstep: Class 9 contains 85501 members 
Mstep: Class 10 contains 1034 members 
Mstep: Class 11 contains 17161 members 
Mstep: Class 12 contains 27090 members 
Mstep: Class 13 contains 16199 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1701 members 
Mstep: Class 16 contains 17592 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 65998 members 
Mstep: Class 19 contains 7352 members 
Mstep: Class 20 contains 122692 members 
Mstep: Class 21 contains 19316 members 
Mstep: Class 22 contains 165572 members 
Mstep: Class 23 contains 172245 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132693312.000000 Penalty: 85410.039062
Iteration 272Q: 26 clusters Score -1.326933e+08 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 820 members 
Mstep: Class 4 contains 148031 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 51513 members 
Mstep: Class 9 contains 85473 members 
Mstep: Class 10 contains 1034 members 
Mstep: Class 11 contains 17158 members 
Mstep: Class 12 contains 27095 members 
Mstep: Class 13 contains 16186 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 17594 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 65996 members 
Mstep: Class 19 contains 7356 members 
Mstep: Class 20 contains 122609 members 
Mstep: Class 21 contains 19303 members 
Mstep: Class 22 contains 165543 members 
Mstep: Class 23 contains 172220 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132693512.000000 Penalty: 85410.039062
Iteration 273Q: 26 clusters Score -1.326935e+08 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33631 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 821 members 
Mstep: Class 4 contains 148132 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 51647 members 
Mstep: Class 9 contains 85434 members 
Mstep: Class 10 contains 1034 members 
Mstep: Class 11 contains 17144 members 
Mstep: Class 12 contains 27094 members 
Mstep: Class 13 contains 16172 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 17594 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 65998 members 
Mstep: Class 19 contains 7354 members 
Mstep: Class 20 contains 122532 members 
Mstep: Class 21 contains 19300 members 
Mstep: Class 22 contains 165506 members 
Mstep: Class 23 contains 172177 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132693680.000000 Penalty: 85410.039062
Iteration 274Q: 26 clusters Score -1.326937e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 822 members 
Mstep: Class 4 contains 148202 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 51761 members 
Mstep: Class 9 contains 85411 members 
Mstep: Class 10 contains 1034 members 
Mstep: Class 11 contains 17134 members 
Mstep: Class 12 contains 27094 members 
Mstep: Class 13 contains 16158 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1704 members 
Mstep: Class 16 contains 17596 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66003 members 
Mstep: Class 19 contains 7349 members 
Mstep: Class 20 contains 122471 members 
Mstep: Class 21 contains 19292 members 
Mstep: Class 22 contains 165471 members 
Mstep: Class 23 contains 172149 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132693560.000000 Penalty: 85410.039062
Iteration 275Q: 26 clusters Score -1.326936e+08 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 822 members 
Mstep: Class 4 contains 148261 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3829 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 51861 members 
Mstep: Class 9 contains 85377 members 
Mstep: Class 10 contains 1034 members 
Mstep: Class 11 contains 17126 members 
Mstep: Class 12 contains 27103 members 
Mstep: Class 13 contains 16149 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1704 members 
Mstep: Class 16 contains 17596 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66005 members 
Mstep: Class 19 contains 7348 members 
Mstep: Class 20 contains 122410 members 
Mstep: Class 21 contains 19286 members 
Mstep: Class 22 contains 165448 members 
Mstep: Class 23 contains 172117 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132693520.000000 Penalty: 85410.039062
Iteration 276Q: 26 clusters Score -1.326935e+08 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33615 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 822 members 
Mstep: Class 4 contains 148322 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3829 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 51945 members 
Mstep: Class 9 contains 85348 members 
Mstep: Class 10 contains 1034 members 
Mstep: Class 11 contains 17119 members 
Mstep: Class 12 contains 27099 members 
Mstep: Class 13 contains 16140 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 17603 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66004 members 
Mstep: Class 19 contains 7347 members 
Mstep: Class 20 contains 122362 members 
Mstep: Class 21 contains 19289 members 
Mstep: Class 22 contains 165445 members 
Mstep: Class 23 contains 172075 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132693760.000000 Penalty: 85410.039062
Iteration 277Q: 26 clusters Score -1.326938e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 822 members 
Mstep: Class 4 contains 148384 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3829 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 52027 members 
Mstep: Class 9 contains 85315 members 
Mstep: Class 10 contains 1034 members 
Mstep: Class 11 contains 17116 members 
Mstep: Class 12 contains 27101 members 
Mstep: Class 13 contains 16133 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1707 members 
Mstep: Class 16 contains 17597 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66001 members 
Mstep: Class 19 contains 7346 members 
Mstep: Class 20 contains 122314 members 
Mstep: Class 21 contains 19292 members 
Mstep: Class 22 contains 165443 members 
Mstep: Class 23 contains 172040 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132693552.000000 Penalty: 85410.039062
Iteration 278Q: 26 clusters Score -1.326936e+08 nChanged 622
Entering ConstructFrom: 
Score: -132693552.000000 Penalty: 85410.039062
Entering ConstructFrom: 
Trying to split cluster 1 (33596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33596 members 
Entering Unmasked Estep 
Score: -4759628.000000 Penalty: 2584.696289
	Iteration 0F: 2 clusters Score -4759628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -4736710.500000 Penalty: 5169.392578
	Iteration 0F: 3 clusters Score -4736710 nChanged 15277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -4744946.000000 Penalty: 5169.392578
	Iteration 1F: 3 clusters Score -4744946 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -4745442.500000 Penalty: 5169.392578
	Iteration 2Q: 3 clusters Score -4745442 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -4745949.000000 Penalty: 5169.392578
	Iteration 3Q: 3 clusters Score -4745949 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -4746518.500000 Penalty: 5169.392578
	Iteration 4Q: 3 clusters Score -4746518 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -4747218.000000 Penalty: 5169.392578
	Iteration 5Q: 3 clusters Score -4747218 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -4748268.000000 Penalty: 5169.392578
	Iteration 6F: 3 clusters Score -4748268 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -4750047.500000 Penalty: 5169.392578
	Iteration 7F: 3 clusters Score -4750048 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -4752462.500000 Penalty: 5169.392578
	Iteration 8F: 3 clusters Score -4752462 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -4754955.500000 Penalty: 5169.392578
	Iteration 9F: 3 clusters Score -4754956 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -4756830.500000 Penalty: 5169.392578
	Iteration 10F: 3 clusters Score -4756830 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4757841.500000 Penalty: 5169.392578
	Iteration 11Q: 3 clusters Score -4757842 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31981 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4758269.000000 Penalty: 5169.392578
	Iteration 12Q: 3 clusters Score -4758269 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4758448.000000 Penalty: 5169.392578
	Iteration 13Q: 3 clusters Score -4758448 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -4758526.500000 Penalty: 5169.392578
	Iteration 14Q: 3 clusters Score -4758526 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4758560.500000 Penalty: 5169.392578
	Iteration 15Q: 3 clusters Score -4758560 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4758599.500000 Penalty: 5169.392578
	Iteration 16Q: 3 clusters Score -4758600 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32520 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4758622.000000 Penalty: 5169.392578
	Iteration 17Q: 3 clusters Score -4758622 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4758635.000000 Penalty: 5169.392578
	Iteration 18Q: 3 clusters Score -4758635 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4758648.500000 Penalty: 5169.392578
	Iteration 19Q: 3 clusters Score -4758648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -4758659.000000 Penalty: 5169.392578
	Iteration 20F: 3 clusters Score -4758659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4758665.000000 Penalty: 5169.392578
	Iteration 21Q: 3 clusters Score -4758665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4758677.500000 Penalty: 5169.392578
	Iteration 22Q: 3 clusters Score -4758678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -4758672.500000 Penalty: 5169.392578
	Iteration 23Q: 3 clusters Score -4758672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4758674.000000 Penalty: 5169.392578
	Iteration 24Q: 3 clusters Score -4758674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4758674.000000 Penalty: 5169.392578
	Iteration 25F: 3 clusters Score -4758674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Entering Unmasked Estep 
Score: -186652.453125 Penalty: 1792.099854
	Iteration 0F: 2 clusters Score -186652.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -184416.984375 Penalty: 3584.199707
	Iteration 0F: 3 clusters Score -184417 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -184785.859375 Penalty: 3584.199707
	Iteration 1F: 3 clusters Score -184785.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -184905.828125 Penalty: 3584.199707
	Iteration 2F: 3 clusters Score -184905.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -184980.156250 Penalty: 3584.199707
	Iteration 3Q: 3 clusters Score -184980.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -185044.437500 Penalty: 3584.199707
	Iteration 4Q: 3 clusters Score -185044.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -185095.031250 Penalty: 3584.199707
	Iteration 5Q: 3 clusters Score -185095 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -185133.296875 Penalty: 3584.199707
	Iteration 6Q: 3 clusters Score -185133.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -185173.468750 Penalty: 3584.199707
	Iteration 7Q: 3 clusters Score -185173.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -185220.921875 Penalty: 3584.199707
	Iteration 8Q: 3 clusters Score -185220.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -185252.687500 Penalty: 3584.199707
	Iteration 9Q: 3 clusters Score -185252.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -185283.828125 Penalty: 3584.199707
	Iteration 10Q: 3 clusters Score -185283.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -185311.406250 Penalty: 3584.199707
	Iteration 11Q: 3 clusters Score -185311.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -185334.968750 Penalty: 3584.199707
	Iteration 12Q: 3 clusters Score -185335 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -185354.843750 Penalty: 3584.199707
	Iteration 13Q: 3 clusters Score -185354.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -185376.015625 Penalty: 3584.199707
	Iteration 14Q: 3 clusters Score -185376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -185389.718750 Penalty: 3584.199707
	Iteration 15Q: 3 clusters Score -185389.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -185406.125000 Penalty: 3584.199707
	Iteration 16Q: 3 clusters Score -185406.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -185419.390625 Penalty: 3584.199707
	Iteration 17Q: 3 clusters Score -185419.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -185434.156250 Penalty: 3584.199707
	Iteration 18Q: 3 clusters Score -185434.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -185445.765625 Penalty: 3584.199707
	Iteration 19Q: 3 clusters Score -185445.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -185451.437500 Penalty: 3584.199707
	Iteration 20F: 3 clusters Score -185451.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -185458.640625 Penalty: 3584.199707
	Iteration 21Q: 3 clusters Score -185458.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -185466.250000 Penalty: 3584.199707
	Iteration 22Q: 3 clusters Score -185466.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -185472.937500 Penalty: 3584.199707
	Iteration 23Q: 3 clusters Score -185472.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -185479.343750 Penalty: 3584.199707
	Iteration 24Q: 3 clusters Score -185479.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -185486.281250 Penalty: 3584.199707
	Iteration 25Q: 3 clusters Score -185486.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -185490.843750 Penalty: 3584.199707
	Iteration 26Q: 3 clusters Score -185490.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -185492.968750 Penalty: 3584.199707
	Iteration 27Q: 3 clusters Score -185493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -185494.781250 Penalty: 3584.199707
	Iteration 28Q: 3 clusters Score -185494.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -185495.828125 Penalty: 3584.199707
	Iteration 29Q: 3 clusters Score -185495.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -185495.828125 Penalty: 3584.199707
	Iteration 30F: 3 clusters Score -185495.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Entering Unmasked Estep 
Score: -104167.007812 Penalty: 1664.511597
	Iteration 0F: 2 clusters Score -104167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -102493.367188 Penalty: 3329.023193
	Iteration 0F: 3 clusters Score -102493.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -102890.773438 Penalty: 3329.023193
	Iteration 1F: 3 clusters Score -102890.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -103031.804688 Penalty: 3329.023193
	Iteration 2F: 3 clusters Score -103031.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -103146.406250 Penalty: 3329.023193
	Iteration 3Q: 3 clusters Score -103146.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -103221.984375 Penalty: 3329.023193
	Iteration 4Q: 3 clusters Score -103222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -103269.945312 Penalty: 3329.023193
	Iteration 5Q: 3 clusters Score -103269.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -103331.718750 Penalty: 3329.023193
	Iteration 6Q: 3 clusters Score -103331.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -103405.101562 Penalty: 3329.023193
	Iteration 7Q: 3 clusters Score -103405.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -103480.367188 Penalty: 3329.023193
	Iteration 8Q: 3 clusters Score -103480.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -103535.523438 Penalty: 3329.023193
	Iteration 9Q: 3 clusters Score -103535.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -103627.703125 Penalty: 3329.023193
	Iteration 10Q: 3 clusters Score -103627.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -103683.468750 Penalty: 3329.023193
	Iteration 11Q: 3 clusters Score -103683.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -103720.960938 Penalty: 3329.023193
	Iteration 12Q: 3 clusters Score -103721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -103740.570312 Penalty: 3329.023193
	Iteration 13Q: 3 clusters Score -103740.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -103742.875000 Penalty: 3329.023193
	Iteration 14Q: 3 clusters Score -103742.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -103742.875000 Penalty: 3329.023193
	Iteration 15F: 3 clusters Score -103742.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (148454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148454 members 
Entering Unmasked Estep 
Score: -20748776.000000 Penalty: 2953.191650
	Iteration 0F: 2 clusters Score -2.074878e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74077 members 
Mstep: Class 2 contains 74377 members 
Entering Unmasked Estep 
Score: -20652030.000000 Penalty: 5906.383301
	Iteration 0F: 3 clusters Score -2.065203e+07 nChanged 70902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71915 members 
Mstep: Class 2 contains 76539 members 
Entering Unmasked Estep 
Score: -20693042.000000 Penalty: 5906.383301
	Iteration 1F: 3 clusters Score -2.069304e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70771 members 
Mstep: Class 2 contains 77683 members 
Entering Unmasked Estep 
Score: -20694232.000000 Penalty: 5906.383301
	Iteration 2Q: 3 clusters Score -2.069423e+07 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69023 members 
Mstep: Class 2 contains 79431 members 
Entering Unmasked Estep 
Score: -20695584.000000 Penalty: 5906.383301
	Iteration 3Q: 3 clusters Score -2.069558e+07 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66281 members 
Mstep: Class 2 contains 82173 members 
Entering Unmasked Estep 
Score: -20697814.000000 Penalty: 5906.383301
	Iteration 4Q: 3 clusters Score -2.069781e+07 nChanged 7046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62151 members 
Mstep: Class 2 contains 86303 members 
Entering Unmasked Estep 
Score: -20700856.000000 Penalty: 5906.383301
	Iteration 5Q: 3 clusters Score -2.070086e+07 nChanged 8820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55845 members 
Mstep: Class 2 contains 92609 members 
Entering Unmasked Estep 
Score: -20705654.000000 Penalty: 5906.383301
	Iteration 6F: 3 clusters Score -2.070565e+07 nChanged 10542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47109 members 
Mstep: Class 2 contains 101345 members 
Entering Unmasked Estep 
Score: -20713164.000000 Penalty: 5906.383301
	Iteration 7F: 3 clusters Score -2.071316e+07 nChanged 11438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 111799 members 
Entering Unmasked Estep 
Score: -20722574.000000 Penalty: 5906.383301
	Iteration 8F: 3 clusters Score -2.072257e+07 nChanged 10617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 121866 members 
Entering Unmasked Estep 
Score: -20732020.000000 Penalty: 5906.383301
	Iteration 9F: 3 clusters Score -2.073202e+07 nChanged 8191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 129709 members 
Entering Unmasked Estep 
Score: -20738492.000000 Penalty: 5906.383301
	Iteration 10F: 3 clusters Score -2.073849e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 135080 members 
Entering Unmasked Estep 
Score: -20742314.000000 Penalty: 5906.383301
	Iteration 11Q: 3 clusters Score -2.074231e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 138863 members 
Entering Unmasked Estep 
Score: -20744562.000000 Penalty: 5906.383301
	Iteration 12Q: 3 clusters Score -2.074456e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 141423 members 
Entering Unmasked Estep 
Score: -20745584.000000 Penalty: 5906.383301
	Iteration 13Q: 3 clusters Score -2.074558e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 143222 members 
Entering Unmasked Estep 
Score: -20746288.000000 Penalty: 5906.383301
	Iteration 14Q: 3 clusters Score -2.074629e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 144491 members 
Entering Unmasked Estep 
Score: -20746652.000000 Penalty: 5906.383301
	Iteration 15Q: 3 clusters Score -2.074665e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 145318 members 
Entering Unmasked Estep 
Score: -20746836.000000 Penalty: 5906.383301
	Iteration 16Q: 3 clusters Score -2.074684e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 145876 members 
Entering Unmasked Estep 
Score: -20746938.000000 Penalty: 5906.383301
	Iteration 17Q: 3 clusters Score -2.074694e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 146262 members 
Entering Unmasked Estep 
Score: -20746992.000000 Penalty: 5906.383301
	Iteration 18Q: 3 clusters Score -2.074699e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 146529 members 
Entering Unmasked Estep 
Score: -20746958.000000 Penalty: 5906.383301
	Iteration 19Q: 3 clusters Score -2.074696e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 146719 members 
Entering Unmasked Estep 
Score: -20747032.000000 Penalty: 5906.383301
	Iteration 20F: 3 clusters Score -2.074703e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 146859 members 
Entering Unmasked Estep 
Score: -20747058.000000 Penalty: 5906.383301
	Iteration 21Q: 3 clusters Score -2.074706e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 146945 members 
Entering Unmasked Estep 
Score: -20747088.000000 Penalty: 5906.383301
	Iteration 22Q: 3 clusters Score -2.074709e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 147011 members 
Entering Unmasked Estep 
Score: -20747116.000000 Penalty: 5906.383301
	Iteration 23Q: 3 clusters Score -2.074712e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 147066 members 
Entering Unmasked Estep 
Score: -20747100.000000 Penalty: 5906.383301
	Iteration 24Q: 3 clusters Score -2.07471e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 147103 members 
Entering Unmasked Estep 
Score: -20747102.000000 Penalty: 5906.383301
	Iteration 25Q: 3 clusters Score -2.07471e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 147127 members 
Entering Unmasked Estep 
Score: -20747082.000000 Penalty: 5906.383301
	Iteration 26Q: 3 clusters Score -2.074708e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 147152 members 
Entering Unmasked Estep 
Score: -20747102.000000 Penalty: 5906.383301
	Iteration 27Q: 3 clusters Score -2.07471e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 147164 members 
Entering Unmasked Estep 
Score: -20747092.000000 Penalty: 5906.383301
	Iteration 28Q: 3 clusters Score -2.074709e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 147172 members 
Entering Unmasked Estep 
Score: -20747114.000000 Penalty: 5906.383301
	Iteration 29Q: 3 clusters Score -2.074711e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 147179 members 
Entering Unmasked Estep 
Score: -20747100.000000 Penalty: 5906.383301
	Iteration 30Q: 3 clusters Score -2.07471e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 147190 members 
Entering Unmasked Estep 
Score: -20747112.000000 Penalty: 5906.383301
	Iteration 31Q: 3 clusters Score -2.074711e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 147201 members 
Entering Unmasked Estep 
Score: -20747094.000000 Penalty: 5906.383301
	Iteration 32Q: 3 clusters Score -2.074709e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 147205 members 
Entering Unmasked Estep 
Score: -20747094.000000 Penalty: 5906.383301
	Iteration 33Q: 3 clusters Score -2.074709e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 147213 members 
Entering Unmasked Estep 
Score: -20747076.000000 Penalty: 5906.383301
	Iteration 34Q: 3 clusters Score -2.074708e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 147217 members 
Entering Unmasked Estep 
Score: -20747070.000000 Penalty: 5906.383301
	Iteration 35Q: 3 clusters Score -2.074707e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 147220 members 
Entering Unmasked Estep 
Score: -20747078.000000 Penalty: 5906.383301
	Iteration 36Q: 3 clusters Score -2.074708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 147218 members 
Entering Unmasked Estep 
Score: -20747062.000000 Penalty: 5906.383301
	Iteration 37Q: 3 clusters Score -2.074706e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 147221 members 
Entering Unmasked Estep 
Score: -20747044.000000 Penalty: 5906.383301
	Iteration 38Q: 3 clusters Score -2.074704e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 147229 members 
Entering Unmasked Estep 
Score: -20747056.000000 Penalty: 5906.383301
	Iteration 39Q: 3 clusters Score -2.074706e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 147232 members 
Entering Unmasked Estep 
Score: -20747060.000000 Penalty: 5906.383301
	Iteration 40F: 3 clusters Score -2.074706e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 147241 members 
Entering Unmasked Estep 
Score: -20747052.000000 Penalty: 5906.383301
	Iteration 41Q: 3 clusters Score -2.074705e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 147246 members 
Entering Unmasked Estep 
Score: -20747064.000000 Penalty: 5906.383301
	Iteration 42Q: 3 clusters Score -2.074706e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 147250 members 
Entering Unmasked Estep 
Score: -20747058.000000 Penalty: 5906.383301
	Iteration 43Q: 3 clusters Score -2.074706e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 147254 members 
Entering Unmasked Estep 
Score: -20747056.000000 Penalty: 5906.383301
	Iteration 44Q: 3 clusters Score -2.074706e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 147257 members 
Entering Unmasked Estep 
Score: -20747066.000000 Penalty: 5906.383301
	Iteration 45Q: 3 clusters Score -2.074707e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 147255 members 
Entering Unmasked Estep 
Score: -20747076.000000 Penalty: 5906.383301
	Iteration 46Q: 3 clusters Score -2.074708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 147260 members 
Entering Unmasked Estep 
Score: -20747074.000000 Penalty: 5906.383301
	Iteration 47Q: 3 clusters Score -2.074707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 147261 members 
Entering Unmasked Estep 
Score: -20747064.000000 Penalty: 5906.383301
	Iteration 48Q: 3 clusters Score -2.074706e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 147263 members 
Entering Unmasked Estep 
Score: -20747082.000000 Penalty: 5906.383301
	Iteration 49Q: 3 clusters Score -2.074708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 147264 members 
Entering Unmasked Estep 
Score: -20747086.000000 Penalty: 5906.383301
	Iteration 50Q: 3 clusters Score -2.074709e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 147268 members 
Entering Unmasked Estep 
Score: -20747084.000000 Penalty: 5906.383301
	Iteration 51Q: 3 clusters Score -2.074708e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 147273 members 
Entering Unmasked Estep 
Score: -20747088.000000 Penalty: 5906.383301
	Iteration 52Q: 3 clusters Score -2.074709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 147274 members 
Entering Unmasked Estep 
Score: -20747086.000000 Penalty: 5906.383301
	Iteration 53Q: 3 clusters Score -2.074709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 147272 members 
Entering Unmasked Estep 
Score: -20747092.000000 Penalty: 5906.383301
	Iteration 54Q: 3 clusters Score -2.074709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 147271 members 
Entering Unmasked Estep 
Score: -20747094.000000 Penalty: 5906.383301
	Iteration 55Q: 3 clusters Score -2.074709e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 147271 members 
Entering Unmasked Estep 
Score: -20747094.000000 Penalty: 5906.383301
	Iteration 56F: 3 clusters Score -2.074709e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Entering Unmasked Estep 
Score: -41186.171875 Penalty: 1449.198975
	Iteration 0F: 2 clusters Score -41186.17 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 168 members 
Entering Unmasked Estep 
Score: -39933.062500 Penalty: 2898.397949
	Iteration 0F: 3 clusters Score -39933.06 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -40103.210938 Penalty: 2898.397949
	Iteration 1F: 3 clusters Score -40103.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -40234.656250 Penalty: 2898.397949
	Iteration 2F: 3 clusters Score -40234.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -40260.914062 Penalty: 2898.397949
	Iteration 3Q: 3 clusters Score -40260.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -40280.628906 Penalty: 2898.397949
	Iteration 4Q: 3 clusters Score -40280.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -40307.742188 Penalty: 2898.397949
	Iteration 5Q: 3 clusters Score -40307.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -40388.843750 Penalty: 2898.397949
	Iteration 6Q: 3 clusters Score -40388.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -40471.972656 Penalty: 2898.397949
	Iteration 7Q: 3 clusters Score -40471.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -40586.101562 Penalty: 2898.397949
	Iteration 8Q: 3 clusters Score -40586.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -40709.039062 Penalty: 2898.397949
	Iteration 9Q: 3 clusters Score -40709.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -40736.480469 Penalty: 2898.397949
	Iteration 10Q: 3 clusters Score -40736.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -40762.972656 Penalty: 2898.397949
	Iteration 11Q: 3 clusters Score -40762.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -40791.800781 Penalty: 2898.397949
	Iteration 12Q: 3 clusters Score -40791.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -40829.332031 Penalty: 2898.397949
	Iteration 13Q: 3 clusters Score -40829.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -40851.734375 Penalty: 2898.397949
	Iteration 14Q: 3 clusters Score -40851.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -40865.214844 Penalty: 2898.397949
	Iteration 15Q: 3 clusters Score -40865.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -40873.339844 Penalty: 2898.397949
	Iteration 16Q: 3 clusters Score -40873.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -40878.703125 Penalty: 2898.397949
	Iteration 17Q: 3 clusters Score -40878.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -40878.703125 Penalty: 2898.397949
	Iteration 18F: 3 clusters Score -40878.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Entering Unmasked Estep 
Score: -527650.875000 Penalty: 2046.088867
	Iteration 0F: 2 clusters Score -527650.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -523864.718750 Penalty: 4092.177734
	Iteration 0F: 3 clusters Score -523864.7 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -524601.187500 Penalty: 4092.177734
	Iteration 1F: 3 clusters Score -524601.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -524820.562500 Penalty: 4092.177734
	Iteration 2F: 3 clusters Score -524820.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -524966.625000 Penalty: 4092.177734
	Iteration 3F: 3 clusters Score -524966.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -525086.500000 Penalty: 4092.177734
	Iteration 4Q: 3 clusters Score -525086.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -525165.750000 Penalty: 4092.177734
	Iteration 5Q: 3 clusters Score -525165.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -525237.000000 Penalty: 4092.177734
	Iteration 6Q: 3 clusters Score -525237 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -525304.875000 Penalty: 4092.177734
	Iteration 7Q: 3 clusters Score -525304.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -525366.812500 Penalty: 4092.177734
	Iteration 8Q: 3 clusters Score -525366.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -525426.250000 Penalty: 4092.177734
	Iteration 9Q: 3 clusters Score -525426.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -525472.750000 Penalty: 4092.177734
	Iteration 10Q: 3 clusters Score -525472.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -525520.187500 Penalty: 4092.177734
	Iteration 11Q: 3 clusters Score -525520.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -525583.250000 Penalty: 4092.177734
	Iteration 12Q: 3 clusters Score -525583.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -525667.437500 Penalty: 4092.177734
	Iteration 13Q: 3 clusters Score -525667.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -525752.562500 Penalty: 4092.177734
	Iteration 14Q: 3 clusters Score -525752.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -525828.000000 Penalty: 4092.177734
	Iteration 15Q: 3 clusters Score -525828 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -525903.187500 Penalty: 4092.177734
	Iteration 16Q: 3 clusters Score -525903.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -525958.250000 Penalty: 4092.177734
	Iteration 17Q: 3 clusters Score -525958.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -526014.062500 Penalty: 4092.177734
	Iteration 18Q: 3 clusters Score -526014.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -526080.437500 Penalty: 4092.177734
	Iteration 19Q: 3 clusters Score -526080.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -526152.812500 Penalty: 4092.177734
	Iteration 20F: 3 clusters Score -526152.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -526219.437500 Penalty: 4092.177734
	Iteration 21Q: 3 clusters Score -526219.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -526280.125000 Penalty: 4092.177734
	Iteration 22Q: 3 clusters Score -526280.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -526366.125000 Penalty: 4092.177734
	Iteration 23Q: 3 clusters Score -526366.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -526500.687500 Penalty: 4092.177734
	Iteration 24Q: 3 clusters Score -526500.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -526692.062500 Penalty: 4092.177734
	Iteration 25Q: 3 clusters Score -526692.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -526903.625000 Penalty: 4092.177734
	Iteration 26Q: 3 clusters Score -526903.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -527022.250000 Penalty: 4092.177734
	Iteration 27Q: 3 clusters Score -527022.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -527070.000000 Penalty: 4092.177734
	Iteration 28Q: 3 clusters Score -527070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -527085.937500 Penalty: 4092.177734
	Iteration 29Q: 3 clusters Score -527085.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -527088.125000 Penalty: 4092.177734
	Iteration 30Q: 3 clusters Score -527088.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -527089.687500 Penalty: 4092.177734
	Iteration 31Q: 3 clusters Score -527089.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -527089.687500 Penalty: 4092.177734
	Iteration 32F: 3 clusters Score -527089.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -29932.371094 Penalty: 1407.834961
	Iteration 0F: 2 clusters Score -29932.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -28899.183594 Penalty: 2815.669922
	Iteration 0F: 3 clusters Score -28899.18 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -29198.822266 Penalty: 2815.669922
	Iteration 1F: 3 clusters Score -29198.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -29305.419922 Penalty: 2815.669922
	Iteration 2F: 3 clusters Score -29305.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -29335.322266 Penalty: 2815.669922
	Iteration 3Q: 3 clusters Score -29335.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29367.853516 Penalty: 2815.669922
	Iteration 4Q: 3 clusters Score -29367.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -29376.460938 Penalty: 2815.669922
	Iteration 5Q: 3 clusters Score -29376.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -29392.615234 Penalty: 2815.669922
	Iteration 6Q: 3 clusters Score -29392.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -29426.935547 Penalty: 2815.669922
	Iteration 7Q: 3 clusters Score -29426.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -29459.664062 Penalty: 2815.669922
	Iteration 8Q: 3 clusters Score -29459.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -29459.664062 Penalty: 2815.669922
	Iteration 9F: 3 clusters Score -29459.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (52103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52103 members 
Entering Unmasked Estep 
Score: -7422428.000000 Penalty: 2693.522461
	Iteration 0F: 2 clusters Score -7422428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -7387424.500000 Penalty: 5387.044922
	Iteration 0F: 3 clusters Score -7387424 nChanged 24114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -7400808.000000 Penalty: 5387.044922
	Iteration 1F: 3 clusters Score -7400808 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -7401501.500000 Penalty: 5387.044922
	Iteration 2Q: 3 clusters Score -7401502 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -7402391.000000 Penalty: 5387.044922
	Iteration 3Q: 3 clusters Score -7402391 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -7403460.000000 Penalty: 5387.044922
	Iteration 4Q: 3 clusters Score -7403460 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -7404794.000000 Penalty: 5387.044922
	Iteration 5Q: 3 clusters Score -7404794 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -7406414.000000 Penalty: 5387.044922
	Iteration 6F: 3 clusters Score -7406414 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -7408483.000000 Penalty: 5387.044922
	Iteration 7F: 3 clusters Score -7408483 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -7410730.500000 Penalty: 5387.044922
	Iteration 8F: 3 clusters Score -7410730 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -7412497.500000 Penalty: 5387.044922
	Iteration 9F: 3 clusters Score -7412498 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -7413647.500000 Penalty: 5387.044922
	Iteration 10Q: 3 clusters Score -7413648 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -7414274.500000 Penalty: 5387.044922
	Iteration 11Q: 3 clusters Score -7414274 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -7414604.500000 Penalty: 5387.044922
	Iteration 12Q: 3 clusters Score -7414604 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -7414911.000000 Penalty: 5387.044922
	Iteration 13Q: 3 clusters Score -7414911 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -7415125.500000 Penalty: 5387.044922
	Iteration 14Q: 3 clusters Score -7415126 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -7415336.000000 Penalty: 5387.044922
	Iteration 15Q: 3 clusters Score -7415336 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -7415501.500000 Penalty: 5387.044922
	Iteration 16Q: 3 clusters Score -7415502 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36545 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -7415638.500000 Penalty: 5387.044922
	Iteration 17Q: 3 clusters Score -7415638 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -7415792.000000 Penalty: 5387.044922
	Iteration 18Q: 3 clusters Score -7415792 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -7415936.000000 Penalty: 5387.044922
	Iteration 19Q: 3 clusters Score -7415936 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -7416067.000000 Penalty: 5387.044922
	Iteration 20F: 3 clusters Score -7416067 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38251 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -7416234.000000 Penalty: 5387.044922
	Iteration 21Q: 3 clusters Score -7416234 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -7416385.500000 Penalty: 5387.044922
	Iteration 22Q: 3 clusters Score -7416386 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39251 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -7416514.500000 Penalty: 5387.044922
	Iteration 23Q: 3 clusters Score -7416514 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -7416661.000000 Penalty: 5387.044922
	Iteration 24Q: 3 clusters Score -7416661 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40245 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -7416812.000000 Penalty: 5387.044922
	Iteration 25Q: 3 clusters Score -7416812 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -7416970.500000 Penalty: 5387.044922
	Iteration 26Q: 3 clusters Score -7416970 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -7417095.500000 Penalty: 5387.044922
	Iteration 27Q: 3 clusters Score -7417096 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41719 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -7417205.000000 Penalty: 5387.044922
	Iteration 28Q: 3 clusters Score -7417205 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42205 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -7417341.500000 Penalty: 5387.044922
	Iteration 29Q: 3 clusters Score -7417342 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -7417445.500000 Penalty: 5387.044922
	Iteration 30Q: 3 clusters Score -7417446 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43104 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -7417547.000000 Penalty: 5387.044922
	Iteration 31Q: 3 clusters Score -7417547 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43538 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -7417664.000000 Penalty: 5387.044922
	Iteration 32Q: 3 clusters Score -7417664 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -7417817.500000 Penalty: 5387.044922
	Iteration 33Q: 3 clusters Score -7417818 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44418 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -7417936.500000 Penalty: 5387.044922
	Iteration 34Q: 3 clusters Score -7417936 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -7418070.500000 Penalty: 5387.044922
	Iteration 35Q: 3 clusters Score -7418070 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45278 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -7418206.000000 Penalty: 5387.044922
	Iteration 36Q: 3 clusters Score -7418206 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45713 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -7418307.000000 Penalty: 5387.044922
	Iteration 37Q: 3 clusters Score -7418307 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46125 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -7418469.000000 Penalty: 5387.044922
	Iteration 38Q: 3 clusters Score -7418469 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -7418603.000000 Penalty: 5387.044922
	Iteration 39Q: 3 clusters Score -7418603 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46941 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -7418736.000000 Penalty: 5387.044922
	Iteration 40F: 3 clusters Score -7418736 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47331 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -7418877.500000 Penalty: 5387.044922
	Iteration 41Q: 3 clusters Score -7418878 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47695 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -7418944.000000 Penalty: 5387.044922
	Iteration 42Q: 3 clusters Score -7418944 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48032 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -7419069.000000 Penalty: 5387.044922
	Iteration 43Q: 3 clusters Score -7419069 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48352 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -7419182.500000 Penalty: 5387.044922
	Iteration 44Q: 3 clusters Score -7419182 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48653 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -7419274.500000 Penalty: 5387.044922
	Iteration 45Q: 3 clusters Score -7419274 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -7419343.000000 Penalty: 5387.044922
	Iteration 46Q: 3 clusters Score -7419343 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49156 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -7419442.000000 Penalty: 5387.044922
	Iteration 47Q: 3 clusters Score -7419442 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49360 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -7419499.000000 Penalty: 5387.044922
	Iteration 48Q: 3 clusters Score -7419499 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49531 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -7419569.000000 Penalty: 5387.044922
	Iteration 49Q: 3 clusters Score -7419569 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49669 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -7419630.000000 Penalty: 5387.044922
	Iteration 50Q: 3 clusters Score -7419630 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49822 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -7419672.000000 Penalty: 5387.044922
	Iteration 51Q: 3 clusters Score -7419672 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49961 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -7419733.000000 Penalty: 5387.044922
	Iteration 52Q: 3 clusters Score -7419733 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50082 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -7419793.000000 Penalty: 5387.044922
	Iteration 53Q: 3 clusters Score -7419793 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50168 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -7419823.000000 Penalty: 5387.044922
	Iteration 54Q: 3 clusters Score -7419823 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50239 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -7419845.000000 Penalty: 5387.044922
	Iteration 55Q: 3 clusters Score -7419845 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50310 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -7419874.500000 Penalty: 5387.044922
	Iteration 56Q: 3 clusters Score -7419874 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50371 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -7419889.000000 Penalty: 5387.044922
	Iteration 57Q: 3 clusters Score -7419889 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50430 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -7419912.500000 Penalty: 5387.044922
	Iteration 58Q: 3 clusters Score -7419912 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50484 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -7419931.500000 Penalty: 5387.044922
	Iteration 59Q: 3 clusters Score -7419932 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50527 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -7419935.000000 Penalty: 5387.044922
	Iteration 60F: 3 clusters Score -7419935 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50570 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -7419966.500000 Penalty: 5387.044922
	Iteration 61Q: 3 clusters Score -7419966 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50615 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -7419978.000000 Penalty: 5387.044922
	Iteration 62Q: 3 clusters Score -7419978 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50655 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -7419982.500000 Penalty: 5387.044922
	Iteration 63Q: 3 clusters Score -7419982 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50688 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -7420002.000000 Penalty: 5387.044922
	Iteration 64Q: 3 clusters Score -7420002 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50714 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -7420025.000000 Penalty: 5387.044922
	Iteration 65Q: 3 clusters Score -7420025 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50730 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -7420026.000000 Penalty: 5387.044922
	Iteration 66Q: 3 clusters Score -7420026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50744 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -7420031.500000 Penalty: 5387.044922
	Iteration 67Q: 3 clusters Score -7420032 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50768 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -7420043.000000 Penalty: 5387.044922
	Iteration 68Q: 3 clusters Score -7420043 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50792 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -7420052.500000 Penalty: 5387.044922
	Iteration 69Q: 3 clusters Score -7420052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50813 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -7420064.500000 Penalty: 5387.044922
	Iteration 70Q: 3 clusters Score -7420064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50827 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -7420074.500000 Penalty: 5387.044922
	Iteration 71Q: 3 clusters Score -7420074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50841 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -7420083.500000 Penalty: 5387.044922
	Iteration 72Q: 3 clusters Score -7420084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50856 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -7420081.000000 Penalty: 5387.044922
	Iteration 73Q: 3 clusters Score -7420081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50868 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -7420082.500000 Penalty: 5387.044922
	Iteration 74Q: 3 clusters Score -7420082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50877 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -7420091.000000 Penalty: 5387.044922
	Iteration 75Q: 3 clusters Score -7420091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50890 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -7420091.000000 Penalty: 5387.044922
	Iteration 76Q: 3 clusters Score -7420091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50900 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -7420098.500000 Penalty: 5387.044922
	Iteration 77Q: 3 clusters Score -7420098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50910 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -7420111.000000 Penalty: 5387.044922
	Iteration 78Q: 3 clusters Score -7420111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50914 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -7420118.500000 Penalty: 5387.044922
	Iteration 79Q: 3 clusters Score -7420118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50925 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -7420113.500000 Penalty: 5387.044922
	Iteration 80F: 3 clusters Score -7420114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50933 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -7420116.500000 Penalty: 5387.044922
	Iteration 81Q: 3 clusters Score -7420116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50937 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -7420126.000000 Penalty: 5387.044922
	Iteration 82Q: 3 clusters Score -7420126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50939 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -7420119.500000 Penalty: 5387.044922
	Iteration 83Q: 3 clusters Score -7420120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50940 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -7420126.000000 Penalty: 5387.044922
	Iteration 84Q: 3 clusters Score -7420126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50941 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -7420121.000000 Penalty: 5387.044922
	Iteration 85Q: 3 clusters Score -7420121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50940 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -7420124.000000 Penalty: 5387.044922
	Iteration 86Q: 3 clusters Score -7420124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50940 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -7420124.000000 Penalty: 5387.044922
	Iteration 87F: 3 clusters Score -7420124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (85272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85272 members 
Entering Unmasked Estep 
Score: -12029978.000000 Penalty: 2815.693115
	Iteration 0F: 2 clusters Score -1.202998e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
Score: -11973057.000000 Penalty: 5631.386230
	Iteration 0F: 3 clusters Score -1.197306e+07 nChanged 39973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42388 members 
Mstep: Class 2 contains 42884 members 
Entering Unmasked Estep 
Score: -11995879.000000 Penalty: 5631.386230
	Iteration 1F: 3 clusters Score -1.199588e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42442 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
Score: -11996532.000000 Penalty: 5631.386230
	Iteration 2Q: 3 clusters Score -1.199653e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 42874 members 
Entering Unmasked Estep 
Score: -11997356.000000 Penalty: 5631.386230
	Iteration 3Q: 3 clusters Score -1.199736e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42412 members 
Mstep: Class 2 contains 42860 members 
Entering Unmasked Estep 
Score: -11998267.000000 Penalty: 5631.386230
	Iteration 4Q: 3 clusters Score -1.199827e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 42775 members 
Entering Unmasked Estep 
Score: -11999507.000000 Penalty: 5631.386230
	Iteration 5Q: 3 clusters Score -1.199951e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 42565 members 
Entering Unmasked Estep 
Score: -12001065.000000 Penalty: 5631.386230
	Iteration 6Q: 3 clusters Score -1.200106e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 42096 members 
Entering Unmasked Estep 
Score: -12003535.000000 Penalty: 5631.386230
	Iteration 7Q: 3 clusters Score -1.200354e+07 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43883 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -12006862.000000 Penalty: 5631.386230
	Iteration 8F: 3 clusters Score -1.200686e+07 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44833 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -12010960.000000 Penalty: 5631.386230
	Iteration 9F: 3 clusters Score -1.201096e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 39519 members 
Entering Unmasked Estep 
Score: -12014138.000000 Penalty: 5631.386230
	Iteration 10F: 3 clusters Score -1.201414e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46563 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
Score: -12015551.000000 Penalty: 5631.386230
	Iteration 11Q: 3 clusters Score -1.201555e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47278 members 
Mstep: Class 2 contains 37994 members 
Entering Unmasked Estep 
Score: -12016030.000000 Penalty: 5631.386230
	Iteration 12Q: 3 clusters Score -1.201603e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47987 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -12016308.000000 Penalty: 5631.386230
	Iteration 13Q: 3 clusters Score -1.201631e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48755 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -12016574.000000 Penalty: 5631.386230
	Iteration 14Q: 3 clusters Score -1.201657e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49597 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -12016831.000000 Penalty: 5631.386230
	Iteration 15Q: 3 clusters Score -1.201683e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50508 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -12017163.000000 Penalty: 5631.386230
	Iteration 16Q: 3 clusters Score -1.201716e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51476 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
Score: -12017435.000000 Penalty: 5631.386230
	Iteration 17Q: 3 clusters Score -1.201744e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52507 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -12017656.000000 Penalty: 5631.386230
	Iteration 18Q: 3 clusters Score -1.201766e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53592 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -12018058.000000 Penalty: 5631.386230
	Iteration 19Q: 3 clusters Score -1.201806e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54679 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -12018446.000000 Penalty: 5631.386230
	Iteration 20F: 3 clusters Score -1.201845e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55777 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -12018827.000000 Penalty: 5631.386230
	Iteration 21Q: 3 clusters Score -1.201883e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56938 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -12019237.000000 Penalty: 5631.386230
	Iteration 22Q: 3 clusters Score -1.201924e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58096 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -12019626.000000 Penalty: 5631.386230
	Iteration 23Q: 3 clusters Score -1.201963e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59300 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -12019972.000000 Penalty: 5631.386230
	Iteration 24Q: 3 clusters Score -1.201997e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60484 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -12020330.000000 Penalty: 5631.386230
	Iteration 25Q: 3 clusters Score -1.202033e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61631 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -12020629.000000 Penalty: 5631.386230
	Iteration 26Q: 3 clusters Score -1.202063e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62766 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -12021005.000000 Penalty: 5631.386230
	Iteration 27Q: 3 clusters Score -1.2021e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63886 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -12021376.000000 Penalty: 5631.386230
	Iteration 28Q: 3 clusters Score -1.202138e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64989 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -12021650.000000 Penalty: 5631.386230
	Iteration 29Q: 3 clusters Score -1.202165e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66114 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -12021980.000000 Penalty: 5631.386230
	Iteration 30Q: 3 clusters Score -1.202198e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67183 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -12022309.000000 Penalty: 5631.386230
	Iteration 31Q: 3 clusters Score -1.202231e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68294 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -12022693.000000 Penalty: 5631.386230
	Iteration 32Q: 3 clusters Score -1.202269e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69384 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -12023001.000000 Penalty: 5631.386230
	Iteration 33Q: 3 clusters Score -1.2023e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70441 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -12023292.000000 Penalty: 5631.386230
	Iteration 34Q: 3 clusters Score -1.202329e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71500 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -12023622.000000 Penalty: 5631.386230
	Iteration 35Q: 3 clusters Score -1.202362e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72511 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -12023949.000000 Penalty: 5631.386230
	Iteration 36Q: 3 clusters Score -1.202395e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73498 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -12024253.000000 Penalty: 5631.386230
	Iteration 37Q: 3 clusters Score -1.202425e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74407 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -12024545.000000 Penalty: 5631.386230
	Iteration 38Q: 3 clusters Score -1.202454e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75234 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -12024861.000000 Penalty: 5631.386230
	Iteration 39Q: 3 clusters Score -1.202486e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76030 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -12025101.000000 Penalty: 5631.386230
	Iteration 40F: 3 clusters Score -1.20251e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76816 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -12025433.000000 Penalty: 5631.386230
	Iteration 41Q: 3 clusters Score -1.202543e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77549 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -12025683.000000 Penalty: 5631.386230
	Iteration 42Q: 3 clusters Score -1.202568e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78232 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -12025887.000000 Penalty: 5631.386230
	Iteration 43Q: 3 clusters Score -1.202589e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78834 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -12026101.000000 Penalty: 5631.386230
	Iteration 44Q: 3 clusters Score -1.20261e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79364 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -12026231.000000 Penalty: 5631.386230
	Iteration 45Q: 3 clusters Score -1.202623e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79856 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -12026395.000000 Penalty: 5631.386230
	Iteration 46Q: 3 clusters Score -1.20264e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80305 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -12026546.000000 Penalty: 5631.386230
	Iteration 47Q: 3 clusters Score -1.202655e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80738 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -12026706.000000 Penalty: 5631.386230
	Iteration 48Q: 3 clusters Score -1.202671e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81133 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -12026887.000000 Penalty: 5631.386230
	Iteration 49Q: 3 clusters Score -1.202689e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81488 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -12026980.000000 Penalty: 5631.386230
	Iteration 50Q: 3 clusters Score -1.202698e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81789 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -12027075.000000 Penalty: 5631.386230
	Iteration 51Q: 3 clusters Score -1.202708e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82035 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -12027149.000000 Penalty: 5631.386230
	Iteration 52Q: 3 clusters Score -1.202715e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82258 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -12027251.000000 Penalty: 5631.386230
	Iteration 53Q: 3 clusters Score -1.202725e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82443 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -12027324.000000 Penalty: 5631.386230
	Iteration 54Q: 3 clusters Score -1.202732e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82615 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -12027363.000000 Penalty: 5631.386230
	Iteration 55Q: 3 clusters Score -1.202736e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82751 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -12027400.000000 Penalty: 5631.386230
	Iteration 56Q: 3 clusters Score -1.20274e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82879 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -12027443.000000 Penalty: 5631.386230
	Iteration 57Q: 3 clusters Score -1.202744e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83005 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -12027477.000000 Penalty: 5631.386230
	Iteration 58Q: 3 clusters Score -1.202748e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83125 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -12027521.000000 Penalty: 5631.386230
	Iteration 59Q: 3 clusters Score -1.202752e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83228 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -12027531.000000 Penalty: 5631.386230
	Iteration 60F: 3 clusters Score -1.202753e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83315 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -12027571.000000 Penalty: 5631.386230
	Iteration 61Q: 3 clusters Score -1.202757e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83381 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -12027578.000000 Penalty: 5631.386230
	Iteration 62Q: 3 clusters Score -1.202758e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83433 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -12027595.000000 Penalty: 5631.386230
	Iteration 63Q: 3 clusters Score -1.20276e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83478 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -12027606.000000 Penalty: 5631.386230
	Iteration 64Q: 3 clusters Score -1.202761e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83513 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -12027613.000000 Penalty: 5631.386230
	Iteration 65Q: 3 clusters Score -1.202761e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83546 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -12027616.000000 Penalty: 5631.386230
	Iteration 66Q: 3 clusters Score -1.202762e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83578 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -12027628.000000 Penalty: 5631.386230
	Iteration 67Q: 3 clusters Score -1.202763e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83612 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -12027625.000000 Penalty: 5631.386230
	Iteration 68Q: 3 clusters Score -1.202762e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83640 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -12027618.000000 Penalty: 5631.386230
	Iteration 69Q: 3 clusters Score -1.202762e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83664 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -12027630.000000 Penalty: 5631.386230
	Iteration 70Q: 3 clusters Score -1.202763e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83677 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -12027632.000000 Penalty: 5631.386230
	Iteration 71Q: 3 clusters Score -1.202763e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83692 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -12027632.000000 Penalty: 5631.386230
	Iteration 72Q: 3 clusters Score -1.202763e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83713 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -12027627.000000 Penalty: 5631.386230
	Iteration 73Q: 3 clusters Score -1.202763e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83722 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -12027634.000000 Penalty: 5631.386230
	Iteration 74Q: 3 clusters Score -1.202763e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83731 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -12027633.000000 Penalty: 5631.386230
	Iteration 75Q: 3 clusters Score -1.202763e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83740 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -12027637.000000 Penalty: 5631.386230
	Iteration 76Q: 3 clusters Score -1.202764e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83749 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -12027652.000000 Penalty: 5631.386230
	Iteration 77Q: 3 clusters Score -1.202765e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83757 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -12027655.000000 Penalty: 5631.386230
	Iteration 78Q: 3 clusters Score -1.202766e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83766 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -12027660.000000 Penalty: 5631.386230
	Iteration 79Q: 3 clusters Score -1.202766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83770 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -12027661.000000 Penalty: 5631.386230
	Iteration 80F: 3 clusters Score -1.202766e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83776 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -12027654.000000 Penalty: 5631.386230
	Iteration 81Q: 3 clusters Score -1.202765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83779 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -12027656.000000 Penalty: 5631.386230
	Iteration 82Q: 3 clusters Score -1.202766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83781 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -12027653.000000 Penalty: 5631.386230
	Iteration 83Q: 3 clusters Score -1.202765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83786 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -12027656.000000 Penalty: 5631.386230
	Iteration 84Q: 3 clusters Score -1.202766e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83792 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -12027660.000000 Penalty: 5631.386230
	Iteration 85Q: 3 clusters Score -1.202766e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83800 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -12027661.000000 Penalty: 5631.386230
	Iteration 86Q: 3 clusters Score -1.202766e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83808 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -12027660.000000 Penalty: 5631.386230
	Iteration 87Q: 3 clusters Score -1.202766e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83815 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -12027658.000000 Penalty: 5631.386230
	Iteration 88Q: 3 clusters Score -1.202766e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83825 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -12027657.000000 Penalty: 5631.386230
	Iteration 89Q: 3 clusters Score -1.202766e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83842 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -12027670.000000 Penalty: 5631.386230
	Iteration 90Q: 3 clusters Score -1.202767e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83858 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -12027665.000000 Penalty: 5631.386230
	Iteration 91Q: 3 clusters Score -1.202766e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83875 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -12027676.000000 Penalty: 5631.386230
	Iteration 92Q: 3 clusters Score -1.202768e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83893 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -12027678.000000 Penalty: 5631.386230
	Iteration 93Q: 3 clusters Score -1.202768e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83902 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -12027683.000000 Penalty: 5631.386230
	Iteration 94Q: 3 clusters Score -1.202768e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83911 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -12027686.000000 Penalty: 5631.386230
	Iteration 95Q: 3 clusters Score -1.202769e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83923 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -12027694.000000 Penalty: 5631.386230
	Iteration 96Q: 3 clusters Score -1.202769e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83929 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -12027681.000000 Penalty: 5631.386230
	Iteration 97Q: 3 clusters Score -1.202768e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83937 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -12027696.000000 Penalty: 5631.386230
	Iteration 98Q: 3 clusters Score -1.20277e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83945 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -12027707.000000 Penalty: 5631.386230
	Iteration 99Q: 3 clusters Score -1.202771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83947 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -12027706.000000 Penalty: 5631.386230
	Iteration 100F: 3 clusters Score -1.202771e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Entering Unmasked Estep 
Score: -137567.562500 Penalty: 1721.415161
	Iteration 0F: 2 clusters Score -137567.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -135633.328125 Penalty: 3442.830322
	Iteration 0F: 3 clusters Score -135633.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -135941.828125 Penalty: 3442.830322
	Iteration 1F: 3 clusters Score -135941.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -136029.015625 Penalty: 3442.830322
	Iteration 2F: 3 clusters Score -136029 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -136068.218750 Penalty: 3442.830322
	Iteration 3Q: 3 clusters Score -136068.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -136093.171875 Penalty: 3442.830322
	Iteration 4Q: 3 clusters Score -136093.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -136111.484375 Penalty: 3442.830322
	Iteration 5Q: 3 clusters Score -136111.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -136118.531250 Penalty: 3442.830322
	Iteration 6Q: 3 clusters Score -136118.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -136121.781250 Penalty: 3442.830322
	Iteration 7Q: 3 clusters Score -136121.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -136126.578125 Penalty: 3442.830322
	Iteration 8Q: 3 clusters Score -136126.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -136129.234375 Penalty: 3442.830322
	Iteration 9Q: 3 clusters Score -136129.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -136130.390625 Penalty: 3442.830322
	Iteration 10Q: 3 clusters Score -136130.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -136130.390625 Penalty: 3442.830322
	Iteration 11F: 3 clusters Score -136130.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Entering Unmasked Estep 
Score: -2427586.250000 Penalty: 2417.287109
	Iteration 0F: 2 clusters Score -2427586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2415402.500000 Penalty: 4834.574219
	Iteration 0F: 3 clusters Score -2415402 nChanged 7376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2419374.750000 Penalty: 4834.574219
	Iteration 1F: 3 clusters Score -2419375 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -2419759.000000 Penalty: 4834.574219
	Iteration 2F: 3 clusters Score -2419759 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -2420068.750000 Penalty: 4834.574219
	Iteration 3Q: 3 clusters Score -2420069 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -2420346.250000 Penalty: 4834.574219
	Iteration 4Q: 3 clusters Score -2420346 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -2420658.500000 Penalty: 4834.574219
	Iteration 5Q: 3 clusters Score -2420658 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -2420997.750000 Penalty: 4834.574219
	Iteration 6Q: 3 clusters Score -2420998 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -2421474.000000 Penalty: 4834.574219
	Iteration 7Q: 3 clusters Score -2421474 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -2422060.750000 Penalty: 4834.574219
	Iteration 8F: 3 clusters Score -2422061 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -2422721.500000 Penalty: 4834.574219
	Iteration 9F: 3 clusters Score -2422722 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -2423360.750000 Penalty: 4834.574219
	Iteration 10F: 3 clusters Score -2423361 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -2423900.250000 Penalty: 4834.574219
	Iteration 11Q: 3 clusters Score -2423900 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2424419.500000 Penalty: 4834.574219
	Iteration 12Q: 3 clusters Score -2424420 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2424799.500000 Penalty: 4834.574219
	Iteration 13Q: 3 clusters Score -2424800 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2425098.250000 Penalty: 4834.574219
	Iteration 14Q: 3 clusters Score -2425098 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2425270.000000 Penalty: 4834.574219
	Iteration 15Q: 3 clusters Score -2425270 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2425395.000000 Penalty: 4834.574219
	Iteration 16Q: 3 clusters Score -2425395 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2425447.750000 Penalty: 4834.574219
	Iteration 17Q: 3 clusters Score -2425448 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2425491.500000 Penalty: 4834.574219
	Iteration 18Q: 3 clusters Score -2425492 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2425536.750000 Penalty: 4834.574219
	Iteration 19Q: 3 clusters Score -2425537 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2425566.000000 Penalty: 4834.574219
	Iteration 20F: 3 clusters Score -2425566 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2425590.750000 Penalty: 4834.574219
	Iteration 21Q: 3 clusters Score -2425591 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2425619.500000 Penalty: 4834.574219
	Iteration 22Q: 3 clusters Score -2425620 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2425636.000000 Penalty: 4834.574219
	Iteration 23Q: 3 clusters Score -2425636 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2425655.750000 Penalty: 4834.574219
	Iteration 24Q: 3 clusters Score -2425656 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2425676.000000 Penalty: 4834.574219
	Iteration 25Q: 3 clusters Score -2425676 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2425691.000000 Penalty: 4834.574219
	Iteration 26Q: 3 clusters Score -2425691 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2425705.250000 Penalty: 4834.574219
	Iteration 27Q: 3 clusters Score -2425705 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2425716.500000 Penalty: 4834.574219
	Iteration 28Q: 3 clusters Score -2425716 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2425733.000000 Penalty: 4834.574219
	Iteration 29Q: 3 clusters Score -2425733 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2425747.250000 Penalty: 4834.574219
	Iteration 30Q: 3 clusters Score -2425747 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2425759.000000 Penalty: 4834.574219
	Iteration 31Q: 3 clusters Score -2425759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2425766.250000 Penalty: 4834.574219
	Iteration 32Q: 3 clusters Score -2425766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2425770.000000 Penalty: 4834.574219
	Iteration 33Q: 3 clusters Score -2425770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2425777.750000 Penalty: 4834.574219
	Iteration 34Q: 3 clusters Score -2425778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2425786.250000 Penalty: 4834.574219
	Iteration 35Q: 3 clusters Score -2425786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2425792.500000 Penalty: 4834.574219
	Iteration 36Q: 3 clusters Score -2425792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2425796.250000 Penalty: 4834.574219
	Iteration 37Q: 3 clusters Score -2425796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2425800.500000 Penalty: 4834.574219
	Iteration 38Q: 3 clusters Score -2425800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2425804.000000 Penalty: 4834.574219
	Iteration 39Q: 3 clusters Score -2425804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2425806.750000 Penalty: 4834.574219
	Iteration 40F: 3 clusters Score -2425807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2425808.750000 Penalty: 4834.574219
	Iteration 41Q: 3 clusters Score -2425809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2425809.750000 Penalty: 4834.574219
	Iteration 42Q: 3 clusters Score -2425810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2425811.000000 Penalty: 4834.574219
	Iteration 43Q: 3 clusters Score -2425811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2425810.500000 Penalty: 4834.574219
	Iteration 44Q: 3 clusters Score -2425810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2425811.500000 Penalty: 4834.574219
	Iteration 45Q: 3 clusters Score -2425812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2425810.250000 Penalty: 4834.574219
	Iteration 46Q: 3 clusters Score -2425810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2425810.250000 Penalty: 4834.574219
	Iteration 47F: 3 clusters Score -2425810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Entering Unmasked Estep 
Score: -3686131.000000 Penalty: 2531.535889
	Iteration 0F: 2 clusters Score -3686131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -3667554.000000 Penalty: 5063.071777
	Iteration 0F: 3 clusters Score -3667554 nChanged 12071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -3674711.000000 Penalty: 5063.071777
	Iteration 1F: 3 clusters Score -3674711 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -3676080.500000 Penalty: 5063.071777
	Iteration 2F: 3 clusters Score -3676080 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -3677502.000000 Penalty: 5063.071777
	Iteration 3F: 3 clusters Score -3677502 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -3678833.750000 Penalty: 5063.071777
	Iteration 4F: 3 clusters Score -3678834 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -3679977.250000 Penalty: 5063.071777
	Iteration 5F: 3 clusters Score -3679977 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -3680950.000000 Penalty: 5063.071777
	Iteration 6F: 3 clusters Score -3680950 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -3681683.250000 Penalty: 5063.071777
	Iteration 7F: 3 clusters Score -3681683 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -3682243.500000 Penalty: 5063.071777
	Iteration 8Q: 3 clusters Score -3682244 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -3682710.500000 Penalty: 5063.071777
	Iteration 9Q: 3 clusters Score -3682710 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -3683150.750000 Penalty: 5063.071777
	Iteration 10Q: 3 clusters Score -3683151 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -3683559.250000 Penalty: 5063.071777
	Iteration 11Q: 3 clusters Score -3683559 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -3683926.750000 Penalty: 5063.071777
	Iteration 12Q: 3 clusters Score -3683927 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -3684308.000000 Penalty: 5063.071777
	Iteration 13Q: 3 clusters Score -3684308 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -3684614.000000 Penalty: 5063.071777
	Iteration 14Q: 3 clusters Score -3684614 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -3684899.000000 Penalty: 5063.071777
	Iteration 15Q: 3 clusters Score -3684899 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -3685117.500000 Penalty: 5063.071777
	Iteration 16Q: 3 clusters Score -3685118 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -3685296.000000 Penalty: 5063.071777
	Iteration 17Q: 3 clusters Score -3685296 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -3685481.250000 Penalty: 5063.071777
	Iteration 18Q: 3 clusters Score -3685481 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -3685605.500000 Penalty: 5063.071777
	Iteration 19Q: 3 clusters Score -3685606 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -3685757.750000 Penalty: 5063.071777
	Iteration 20F: 3 clusters Score -3685758 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -3685956.500000 Penalty: 5063.071777
	Iteration 21Q: 3 clusters Score -3685956 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -3686071.750000 Penalty: 5063.071777
	Iteration 22Q: 3 clusters Score -3686072 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -3686138.250000 Penalty: 5063.071777
	Iteration 23Q: 3 clusters Score -3686138 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -3686192.250000 Penalty: 5063.071777
	Iteration 24Q: 3 clusters Score -3686192 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -3686213.500000 Penalty: 5063.071777
	Iteration 25Q: 3 clusters Score -3686214 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -3686231.000000 Penalty: 5063.071777
	Iteration 26Q: 3 clusters Score -3686231 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -3686240.000000 Penalty: 5063.071777
	Iteration 27Q: 3 clusters Score -3686240 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -3686247.750000 Penalty: 5063.071777
	Iteration 28Q: 3 clusters Score -3686248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -3686257.250000 Penalty: 5063.071777
	Iteration 29Q: 3 clusters Score -3686257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -3686265.500000 Penalty: 5063.071777
	Iteration 30Q: 3 clusters Score -3686266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -3686273.000000 Penalty: 5063.071777
	Iteration 31Q: 3 clusters Score -3686273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -3686276.000000 Penalty: 5063.071777
	Iteration 32Q: 3 clusters Score -3686276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -3686277.500000 Penalty: 5063.071777
	Iteration 33Q: 3 clusters Score -3686278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -3686280.250000 Penalty: 5063.071777
	Iteration 34Q: 3 clusters Score -3686280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -3686277.750000 Penalty: 5063.071777
	Iteration 35Q: 3 clusters Score -3686278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -3686272.250000 Penalty: 5063.071777
	Iteration 36Q: 3 clusters Score -3686272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -3686277.000000 Penalty: 5063.071777
	Iteration 37Q: 3 clusters Score -3686277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -3686280.000000 Penalty: 5063.071777
	Iteration 38Q: 3 clusters Score -3686280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -3686282.250000 Penalty: 5063.071777
	Iteration 39Q: 3 clusters Score -3686282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -3686282.250000 Penalty: 5063.071777
	Iteration 40F: 3 clusters Score -3686282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 822 members 
Mstep: Class 4 contains 148454 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3829 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 52103 members 
Mstep: Class 9 contains 85272 members 
Mstep: Class 10 contains 1034 members 
Mstep: Class 11 contains 17105 members 
Mstep: Class 12 contains 1345 members 
Mstep: Class 13 contains 16122 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1710 members 
Mstep: Class 16 contains 17589 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 65995 members 
Mstep: Class 19 contains 7345 members 
Mstep: Class 20 contains 122278 members 
Mstep: Class 21 contains 19290 members 
Mstep: Class 22 contains 165450 members 
Mstep: Class 23 contains 171995 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Mstep: Class 26 contains 25769 members 
Entering Unmasked Estep 
Score: -132692760.000000 Penalty: 88826.445312
Splitting cluster 12 changes total score from -132693552.000000 to -132692760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (16122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Entering Unmasked Estep 
Score: -2286782.750000 Penalty: 2402.609131
	Iteration 0F: 2 clusters Score -2286783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -2275075.250000 Penalty: 4805.218262
	Iteration 0F: 3 clusters Score -2275075 nChanged 7068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -2278945.750000 Penalty: 4805.218262
	Iteration 1F: 3 clusters Score -2278946 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -2279335.500000 Penalty: 4805.218262
	Iteration 2F: 3 clusters Score -2279336 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -2279637.250000 Penalty: 4805.218262
	Iteration 3Q: 3 clusters Score -2279637 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -2279886.250000 Penalty: 4805.218262
	Iteration 4Q: 3 clusters Score -2279886 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -2280104.750000 Penalty: 4805.218262
	Iteration 5Q: 3 clusters Score -2280105 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -2280332.250000 Penalty: 4805.218262
	Iteration 6Q: 3 clusters Score -2280332 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -2280563.250000 Penalty: 4805.218262
	Iteration 7Q: 3 clusters Score -2280563 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -2280815.000000 Penalty: 4805.218262
	Iteration 8Q: 3 clusters Score -2280815 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -2281080.500000 Penalty: 4805.218262
	Iteration 9Q: 3 clusters Score -2281080 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -2281391.000000 Penalty: 4805.218262
	Iteration 10Q: 3 clusters Score -2281391 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -2281736.000000 Penalty: 4805.218262
	Iteration 11Q: 3 clusters Score -2281736 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -2282091.250000 Penalty: 4805.218262
	Iteration 12Q: 3 clusters Score -2282091 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -2282385.250000 Penalty: 4805.218262
	Iteration 13Q: 3 clusters Score -2282385 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -2282659.000000 Penalty: 4805.218262
	Iteration 14Q: 3 clusters Score -2282659 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -2282897.250000 Penalty: 4805.218262
	Iteration 15Q: 3 clusters Score -2282897 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2283167.750000 Penalty: 4805.218262
	Iteration 16Q: 3 clusters Score -2283168 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2283422.500000 Penalty: 4805.218262
	Iteration 17Q: 3 clusters Score -2283422 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2283630.500000 Penalty: 4805.218262
	Iteration 18Q: 3 clusters Score -2283630 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2283794.500000 Penalty: 4805.218262
	Iteration 19Q: 3 clusters Score -2283794 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2283976.500000 Penalty: 4805.218262
	Iteration 20F: 3 clusters Score -2283976 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2284140.500000 Penalty: 4805.218262
	Iteration 21Q: 3 clusters Score -2284140 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2284267.750000 Penalty: 4805.218262
	Iteration 22Q: 3 clusters Score -2284268 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2284366.250000 Penalty: 4805.218262
	Iteration 23Q: 3 clusters Score -2284366 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2284449.250000 Penalty: 4805.218262
	Iteration 24Q: 3 clusters Score -2284449 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2284491.000000 Penalty: 4805.218262
	Iteration 25Q: 3 clusters Score -2284491 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2284536.250000 Penalty: 4805.218262
	Iteration 26Q: 3 clusters Score -2284536 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2284568.500000 Penalty: 4805.218262
	Iteration 27Q: 3 clusters Score -2284568 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2284597.250000 Penalty: 4805.218262
	Iteration 28Q: 3 clusters Score -2284597 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2284616.250000 Penalty: 4805.218262
	Iteration 29Q: 3 clusters Score -2284616 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2284633.500000 Penalty: 4805.218262
	Iteration 30Q: 3 clusters Score -2284634 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2284655.750000 Penalty: 4805.218262
	Iteration 31Q: 3 clusters Score -2284656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2284668.750000 Penalty: 4805.218262
	Iteration 32Q: 3 clusters Score -2284669 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2284690.000000 Penalty: 4805.218262
	Iteration 33Q: 3 clusters Score -2284690 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2284707.000000 Penalty: 4805.218262
	Iteration 34Q: 3 clusters Score -2284707 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2284716.000000 Penalty: 4805.218262
	Iteration 35Q: 3 clusters Score -2284716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2284719.750000 Penalty: 4805.218262
	Iteration 36Q: 3 clusters Score -2284720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2284726.250000 Penalty: 4805.218262
	Iteration 37Q: 3 clusters Score -2284726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2284734.250000 Penalty: 4805.218262
	Iteration 38Q: 3 clusters Score -2284734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2284743.000000 Penalty: 4805.218262
	Iteration 39Q: 3 clusters Score -2284743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2284751.750000 Penalty: 4805.218262
	Iteration 40F: 3 clusters Score -2284752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2284760.250000 Penalty: 4805.218262
	Iteration 41Q: 3 clusters Score -2284760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2284766.000000 Penalty: 4805.218262
	Iteration 42Q: 3 clusters Score -2284766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2284775.500000 Penalty: 4805.218262
	Iteration 43Q: 3 clusters Score -2284776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2284782.500000 Penalty: 4805.218262
	Iteration 44Q: 3 clusters Score -2284782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2284788.250000 Penalty: 4805.218262
	Iteration 45Q: 3 clusters Score -2284788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2284793.500000 Penalty: 4805.218262
	Iteration 46Q: 3 clusters Score -2284794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2284797.000000 Penalty: 4805.218262
	Iteration 47Q: 3 clusters Score -2284797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2284801.750000 Penalty: 4805.218262
	Iteration 48Q: 3 clusters Score -2284802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2284801.500000 Penalty: 4805.218262
	Iteration 49Q: 3 clusters Score -2284802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2284801.500000 Penalty: 4805.218262
	Iteration 50F: 3 clusters Score -2284802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -49710.195312 Penalty: 1520.004517
	Iteration 0F: 2 clusters Score -49710.2 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 246 members 
Entering Unmasked Estep 
Score: -48316.609375 Penalty: 3040.009033
	Iteration 0F: 3 clusters Score -48316.61 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -48602.816406 Penalty: 3040.009033
	Iteration 1F: 3 clusters Score -48602.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -48720.140625 Penalty: 3040.009033
	Iteration 2F: 3 clusters Score -48720.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -48839.390625 Penalty: 3040.009033
	Iteration 3F: 3 clusters Score -48839.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -48941.722656 Penalty: 3040.009033
	Iteration 4Q: 3 clusters Score -48941.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -49081.031250 Penalty: 3040.009033
	Iteration 5F: 3 clusters Score -49081.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -49193.343750 Penalty: 3040.009033
	Iteration 6Q: 3 clusters Score -49193.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -49309.843750 Penalty: 3040.009033
	Iteration 7Q: 3 clusters Score -49309.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -49407.136719 Penalty: 3040.009033
	Iteration 8Q: 3 clusters Score -49407.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -49446.726562 Penalty: 3040.009033
	Iteration 9Q: 3 clusters Score -49446.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -49506.519531 Penalty: 3040.009033
	Iteration 10Q: 3 clusters Score -49506.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -49590.042969 Penalty: 3040.009033
	Iteration 11Q: 3 clusters Score -49590.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -49689.257812 Penalty: 3040.009033
	Iteration 12Q: 3 clusters Score -49689.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -49813.800781 Penalty: 3040.009033
	Iteration 13Q: 3 clusters Score -49813.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -49926.644531 Penalty: 3040.009033
	Iteration 14Q: 3 clusters Score -49926.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -49979.878906 Penalty: 3040.009033
	Iteration 15Q: 3 clusters Score -49979.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -50085.789062 Penalty: 3040.009033
	Iteration 16Q: 3 clusters Score -50085.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -50110.406250 Penalty: 3040.009033
	Iteration 17Q: 3 clusters Score -50110.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -50125.066406 Penalty: 3040.009033
	Iteration 18Q: 3 clusters Score -50125.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -50132.898438 Penalty: 3040.009033
	Iteration 19Q: 3 clusters Score -50132.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -50149.355469 Penalty: 3040.009033
	Iteration 20F: 3 clusters Score -50149.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -50220.953125 Penalty: 3040.009033
	Iteration 21Q: 3 clusters Score -50220.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -50329.539062 Penalty: 3040.009033
	Iteration 22Q: 3 clusters Score -50329.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -50506.187500 Penalty: 3040.009033
	Iteration 23Q: 3 clusters Score -50506.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -50507.703125 Penalty: 3040.009033
	Iteration 24Q: 3 clusters Score -50507.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -50509.042969 Penalty: 3040.009033
	Iteration 25Q: 3 clusters Score -50509.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -50509.042969 Penalty: 3040.009033
	Iteration 26F: 3 clusters Score -50509.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 822 members 
Mstep: Class 4 contains 148454 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3829 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 52103 members 
Mstep: Class 9 contains 85272 members 
Mstep: Class 10 contains 1034 members 
Mstep: Class 11 contains 17105 members 
Mstep: Class 12 contains 27114 members 
Mstep: Class 13 contains 16122 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 1710 members 
Mstep: Class 16 contains 17589 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 65995 members 
Mstep: Class 19 contains 7345 members 
Mstep: Class 20 contains 122278 members 
Mstep: Class 21 contains 19290 members 
Mstep: Class 22 contains 165450 members 
Mstep: Class 23 contains 171995 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Mstep: Class 26 contains 163 members 
Entering Unmasked Estep 
Score: -132692560.000000 Penalty: 88826.445312
Splitting cluster 14 changes total score from -132693552.000000 to -132692560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (1710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Entering Unmasked Estep 
Score: -240913.578125 Penalty: 1846.173706
	Iteration 0F: 2 clusters Score -240913.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -238450.421875 Penalty: 3692.347412
	Iteration 0F: 3 clusters Score -238450.4 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -238839.812500 Penalty: 3692.347412
	Iteration 1F: 3 clusters Score -238839.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -238967.843750 Penalty: 3692.347412
	Iteration 2F: 3 clusters Score -238967.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -239041.109375 Penalty: 3692.347412
	Iteration 3Q: 3 clusters Score -239041.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -239086.750000 Penalty: 3692.347412
	Iteration 4Q: 3 clusters Score -239086.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -239122.140625 Penalty: 3692.347412
	Iteration 5Q: 3 clusters Score -239122.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -239148.921875 Penalty: 3692.347412
	Iteration 6Q: 3 clusters Score -239148.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -239166.515625 Penalty: 3692.347412
	Iteration 7Q: 3 clusters Score -239166.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -239179.187500 Penalty: 3692.347412
	Iteration 8Q: 3 clusters Score -239179.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -239198.796875 Penalty: 3692.347412
	Iteration 9Q: 3 clusters Score -239198.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -239211.843750 Penalty: 3692.347412
	Iteration 10Q: 3 clusters Score -239211.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -239220.609375 Penalty: 3692.347412
	Iteration 11Q: 3 clusters Score -239220.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -239228.562500 Penalty: 3692.347412
	Iteration 12Q: 3 clusters Score -239228.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -239240.578125 Penalty: 3692.347412
	Iteration 13Q: 3 clusters Score -239240.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -239251.187500 Penalty: 3692.347412
	Iteration 14Q: 3 clusters Score -239251.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -239258.343750 Penalty: 3692.347412
	Iteration 15Q: 3 clusters Score -239258.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -239262.015625 Penalty: 3692.347412
	Iteration 16Q: 3 clusters Score -239262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -239270.562500 Penalty: 3692.347412
	Iteration 17Q: 3 clusters Score -239270.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -239281.093750 Penalty: 3692.347412
	Iteration 18Q: 3 clusters Score -239281.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -239290.468750 Penalty: 3692.347412
	Iteration 19Q: 3 clusters Score -239290.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -239298.218750 Penalty: 3692.347412
	Iteration 20F: 3 clusters Score -239298.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -239302.546875 Penalty: 3692.347412
	Iteration 21Q: 3 clusters Score -239302.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -239308.109375 Penalty: 3692.347412
	Iteration 22Q: 3 clusters Score -239308.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -239311.750000 Penalty: 3692.347412
	Iteration 23Q: 3 clusters Score -239311.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -239317.203125 Penalty: 3692.347412
	Iteration 24Q: 3 clusters Score -239317.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -239323.203125 Penalty: 3692.347412
	Iteration 25Q: 3 clusters Score -239323.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -239326.437500 Penalty: 3692.347412
	Iteration 26Q: 3 clusters Score -239326.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -239329.546875 Penalty: 3692.347412
	Iteration 27Q: 3 clusters Score -239329.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -239334.187500 Penalty: 3692.347412
	Iteration 28Q: 3 clusters Score -239334.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -239335.921875 Penalty: 3692.347412
	Iteration 29Q: 3 clusters Score -239335.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -239336.593750 Penalty: 3692.347412
	Iteration 30Q: 3 clusters Score -239336.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -239337.468750 Penalty: 3692.347412
	Iteration 31Q: 3 clusters Score -239337.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -239338.046875 Penalty: 3692.347412
	Iteration 32Q: 3 clusters Score -239338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -239338.781250 Penalty: 3692.347412
	Iteration 33Q: 3 clusters Score -239338.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -239339.218750 Penalty: 3692.347412
	Iteration 34Q: 3 clusters Score -239339.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -239339.218750 Penalty: 3692.347412
	Iteration 35F: 3 clusters Score -239339.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Entering Unmasked Estep 
Score: -2482612.000000 Penalty: 2424.207275
	Iteration 0F: 2 clusters Score -2482612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -2470042.750000 Penalty: 4848.414551
	Iteration 0F: 3 clusters Score -2470043 nChanged 7603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -2474097.500000 Penalty: 4848.414551
	Iteration 1F: 3 clusters Score -2474098 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2474481.500000 Penalty: 4848.414551
	Iteration 2F: 3 clusters Score -2474482 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -2474732.000000 Penalty: 4848.414551
	Iteration 3Q: 3 clusters Score -2474732 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -2474935.250000 Penalty: 4848.414551
	Iteration 4Q: 3 clusters Score -2474935 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -2475116.250000 Penalty: 4848.414551
	Iteration 5Q: 3 clusters Score -2475116 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2475298.000000 Penalty: 4848.414551
	Iteration 6Q: 3 clusters Score -2475298 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -2475467.000000 Penalty: 4848.414551
	Iteration 7Q: 3 clusters Score -2475467 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2475657.250000 Penalty: 4848.414551
	Iteration 8Q: 3 clusters Score -2475657 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2475885.750000 Penalty: 4848.414551
	Iteration 9Q: 3 clusters Score -2475886 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -2476164.000000 Penalty: 4848.414551
	Iteration 10Q: 3 clusters Score -2476164 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2476507.000000 Penalty: 4848.414551
	Iteration 11Q: 3 clusters Score -2476507 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2476850.250000 Penalty: 4848.414551
	Iteration 12Q: 3 clusters Score -2476850 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -2477199.250000 Penalty: 4848.414551
	Iteration 13Q: 3 clusters Score -2477199 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -2477528.250000 Penalty: 4848.414551
	Iteration 14Q: 3 clusters Score -2477528 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -2477777.250000 Penalty: 4848.414551
	Iteration 15Q: 3 clusters Score -2477777 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -2477969.500000 Penalty: 4848.414551
	Iteration 16Q: 3 clusters Score -2477970 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2478082.000000 Penalty: 4848.414551
	Iteration 17Q: 3 clusters Score -2478082 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -2478156.750000 Penalty: 4848.414551
	Iteration 18Q: 3 clusters Score -2478157 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -2478211.250000 Penalty: 4848.414551
	Iteration 19Q: 3 clusters Score -2478211 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -2478236.500000 Penalty: 4848.414551
	Iteration 20F: 3 clusters Score -2478236 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -2478272.000000 Penalty: 4848.414551
	Iteration 21Q: 3 clusters Score -2478272 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -2478319.000000 Penalty: 4848.414551
	Iteration 22Q: 3 clusters Score -2478319 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -2478347.750000 Penalty: 4848.414551
	Iteration 23Q: 3 clusters Score -2478348 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -2478370.000000 Penalty: 4848.414551
	Iteration 24Q: 3 clusters Score -2478370 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -2478402.500000 Penalty: 4848.414551
	Iteration 25Q: 3 clusters Score -2478402 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -2478427.250000 Penalty: 4848.414551
	Iteration 26Q: 3 clusters Score -2478427 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -2478455.000000 Penalty: 4848.414551
	Iteration 27Q: 3 clusters Score -2478455 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2478498.500000 Penalty: 4848.414551
	Iteration 28Q: 3 clusters Score -2478498 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -2478535.250000 Penalty: 4848.414551
	Iteration 29Q: 3 clusters Score -2478535 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -2478556.250000 Penalty: 4848.414551
	Iteration 30Q: 3 clusters Score -2478556 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -2478602.750000 Penalty: 4848.414551
	Iteration 31Q: 3 clusters Score -2478603 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2478631.500000 Penalty: 4848.414551
	Iteration 32Q: 3 clusters Score -2478632 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -2478670.750000 Penalty: 4848.414551
	Iteration 33Q: 3 clusters Score -2478671 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -2478725.000000 Penalty: 4848.414551
	Iteration 34Q: 3 clusters Score -2478725 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -2478767.750000 Penalty: 4848.414551
	Iteration 35Q: 3 clusters Score -2478768 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -2478823.000000 Penalty: 4848.414551
	Iteration 36Q: 3 clusters Score -2478823 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -2478885.750000 Penalty: 4848.414551
	Iteration 37Q: 3 clusters Score -2478886 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -2478947.500000 Penalty: 4848.414551
	Iteration 38Q: 3 clusters Score -2478948 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -2479010.000000 Penalty: 4848.414551
	Iteration 39Q: 3 clusters Score -2479010 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -2479065.500000 Penalty: 4848.414551
	Iteration 40F: 3 clusters Score -2479066 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -2479123.500000 Penalty: 4848.414551
	Iteration 41Q: 3 clusters Score -2479124 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -2479201.000000 Penalty: 4848.414551
	Iteration 42Q: 3 clusters Score -2479201 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -2479268.250000 Penalty: 4848.414551
	Iteration 43Q: 3 clusters Score -2479268 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -2479337.500000 Penalty: 4848.414551
	Iteration 44Q: 3 clusters Score -2479338 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2479405.500000 Penalty: 4848.414551
	Iteration 45Q: 3 clusters Score -2479406 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -2479479.000000 Penalty: 4848.414551
	Iteration 46Q: 3 clusters Score -2479479 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2479548.000000 Penalty: 4848.414551
	Iteration 47Q: 3 clusters Score -2479548 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -2479607.250000 Penalty: 4848.414551
	Iteration 48Q: 3 clusters Score -2479607 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -2479691.000000 Penalty: 4848.414551
	Iteration 49Q: 3 clusters Score -2479691 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -2479768.750000 Penalty: 4848.414551
	Iteration 50Q: 3 clusters Score -2479769 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -2479863.250000 Penalty: 4848.414551
	Iteration 51Q: 3 clusters Score -2479863 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -2479952.750000 Penalty: 4848.414551
	Iteration 52Q: 3 clusters Score -2479953 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -2480030.500000 Penalty: 4848.414551
	Iteration 53Q: 3 clusters Score -2480030 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -2480099.250000 Penalty: 4848.414551
	Iteration 54Q: 3 clusters Score -2480099 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -2480147.750000 Penalty: 4848.414551
	Iteration 55Q: 3 clusters Score -2480148 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -2480188.500000 Penalty: 4848.414551
	Iteration 56Q: 3 clusters Score -2480188 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -2480231.500000 Penalty: 4848.414551
	Iteration 57Q: 3 clusters Score -2480232 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -2480280.750000 Penalty: 4848.414551
	Iteration 58Q: 3 clusters Score -2480281 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -2480311.500000 Penalty: 4848.414551
	Iteration 59Q: 3 clusters Score -2480312 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -2480336.000000 Penalty: 4848.414551
	Iteration 60F: 3 clusters Score -2480336 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -2480371.750000 Penalty: 4848.414551
	Iteration 61Q: 3 clusters Score -2480372 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -2480398.500000 Penalty: 4848.414551
	Iteration 62Q: 3 clusters Score -2480398 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -2480418.000000 Penalty: 4848.414551
	Iteration 63Q: 3 clusters Score -2480418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -2480430.000000 Penalty: 4848.414551
	Iteration 64Q: 3 clusters Score -2480430 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -2480441.750000 Penalty: 4848.414551
	Iteration 65Q: 3 clusters Score -2480442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -2480452.000000 Penalty: 4848.414551
	Iteration 66Q: 3 clusters Score -2480452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -2480459.250000 Penalty: 4848.414551
	Iteration 67Q: 3 clusters Score -2480459 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2480472.250000 Penalty: 4848.414551
	Iteration 68Q: 3 clusters Score -2480472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -2480474.500000 Penalty: 4848.414551
	Iteration 69Q: 3 clusters Score -2480474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -2480486.750000 Penalty: 4848.414551
	Iteration 70Q: 3 clusters Score -2480487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -2480491.000000 Penalty: 4848.414551
	Iteration 71Q: 3 clusters Score -2480491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -2480508.750000 Penalty: 4848.414551
	Iteration 72Q: 3 clusters Score -2480509 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -2480517.500000 Penalty: 4848.414551
	Iteration 73Q: 3 clusters Score -2480518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -2480531.000000 Penalty: 4848.414551
	Iteration 74Q: 3 clusters Score -2480531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -2480542.750000 Penalty: 4848.414551
	Iteration 75Q: 3 clusters Score -2480543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -2480545.250000 Penalty: 4848.414551
	Iteration 76Q: 3 clusters Score -2480545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -2480546.000000 Penalty: 4848.414551
	Iteration 77Q: 3 clusters Score -2480546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -2480551.250000 Penalty: 4848.414551
	Iteration 78Q: 3 clusters Score -2480551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -2480555.000000 Penalty: 4848.414551
	Iteration 79Q: 3 clusters Score -2480555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -2480563.250000 Penalty: 4848.414551
	Iteration 80F: 3 clusters Score -2480563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -2480567.500000 Penalty: 4848.414551
	Iteration 81Q: 3 clusters Score -2480568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -2480566.250000 Penalty: 4848.414551
	Iteration 82Q: 3 clusters Score -2480566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -2480565.250000 Penalty: 4848.414551
	Iteration 83Q: 3 clusters Score -2480565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -2480570.000000 Penalty: 4848.414551
	Iteration 84Q: 3 clusters Score -2480570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -2480570.000000 Penalty: 4848.414551
	Iteration 85Q: 3 clusters Score -2480570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2480570.500000 Penalty: 4848.414551
	Iteration 86Q: 3 clusters Score -2480570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -2480569.750000 Penalty: 4848.414551
	Iteration 87Q: 3 clusters Score -2480570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -2480574.750000 Penalty: 4848.414551
	Iteration 88Q: 3 clusters Score -2480575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -2480576.000000 Penalty: 4848.414551
	Iteration 89Q: 3 clusters Score -2480576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -2480585.000000 Penalty: 4848.414551
	Iteration 90Q: 3 clusters Score -2480585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2480586.500000 Penalty: 4848.414551
	Iteration 91Q: 3 clusters Score -2480586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -2480588.750000 Penalty: 4848.414551
	Iteration 92Q: 3 clusters Score -2480589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -2480592.000000 Penalty: 4848.414551
	Iteration 93Q: 3 clusters Score -2480592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2480595.500000 Penalty: 4848.414551
	Iteration 94Q: 3 clusters Score -2480596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -2480599.750000 Penalty: 4848.414551
	Iteration 95Q: 3 clusters Score -2480600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -2480599.750000 Penalty: 4848.414551
	Iteration 96F: 3 clusters Score -2480600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -51199.085938 Penalty: 1514.541626
	Iteration 0F: 2 clusters Score -51199.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -49731.976562 Penalty: 3029.083252
	Iteration 0F: 3 clusters Score -49731.98 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -50015.742188 Penalty: 3029.083252
	Iteration 1F: 3 clusters Score -50015.74 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50281.953125 Penalty: 3029.083252
	Iteration 2F: 3 clusters Score -50281.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -50589.167969 Penalty: 3029.083252
	Iteration 3F: 3 clusters Score -50589.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50701.089844 Penalty: 3029.083252
	Iteration 4Q: 3 clusters Score -50701.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50783.289062 Penalty: 3029.083252
	Iteration 5Q: 3 clusters Score -50783.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50856.335938 Penalty: 3029.083252
	Iteration 6Q: 3 clusters Score -50856.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50961.609375 Penalty: 3029.083252
	Iteration 7Q: 3 clusters Score -50961.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -50994.753906 Penalty: 3029.083252
	Iteration 8Q: 3 clusters Score -50994.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -51003.414062 Penalty: 3029.083252
	Iteration 9Q: 3 clusters Score -51003.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -51008.078125 Penalty: 3029.083252
	Iteration 10Q: 3 clusters Score -51008.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -51015.988281 Penalty: 3029.083252
	Iteration 11Q: 3 clusters Score -51015.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -51021.164062 Penalty: 3029.083252
	Iteration 12Q: 3 clusters Score -51021.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -51030.031250 Penalty: 3029.083252
	Iteration 13Q: 3 clusters Score -51030.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -51045.070312 Penalty: 3029.083252
	Iteration 14Q: 3 clusters Score -51045.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -51081.582031 Penalty: 3029.083252
	Iteration 15Q: 3 clusters Score -51081.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51110.292969 Penalty: 3029.083252
	Iteration 16Q: 3 clusters Score -51110.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -51126.742188 Penalty: 3029.083252
	Iteration 17Q: 3 clusters Score -51126.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51138.335938 Penalty: 3029.083252
	Iteration 18Q: 3 clusters Score -51138.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -51146.562500 Penalty: 3029.083252
	Iteration 19Q: 3 clusters Score -51146.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -51146.562500 Penalty: 3029.083252
	Iteration 20F: 3 clusters Score -51146.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (65995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65995 members 
Entering Unmasked Estep 
Score: -9289337.000000 Penalty: 2752.138916
	Iteration 0F: 2 clusters Score -9289337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -9245123.000000 Penalty: 5504.277832
	Iteration 0F: 3 clusters Score -9245123 nChanged 30794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -9262462.000000 Penalty: 5504.277832
	Iteration 1F: 3 clusters Score -9262462 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34464 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -9263215.000000 Penalty: 5504.277832
	Iteration 2Q: 3 clusters Score -9263215 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -9263936.000000 Penalty: 5504.277832
	Iteration 3Q: 3 clusters Score -9263936 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -9264815.000000 Penalty: 5504.277832
	Iteration 4Q: 3 clusters Score -9264815 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -9265890.000000 Penalty: 5504.277832
	Iteration 5Q: 3 clusters Score -9265890 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -9267276.000000 Penalty: 5504.277832
	Iteration 6Q: 3 clusters Score -9267276 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -9269181.000000 Penalty: 5504.277832
	Iteration 7Q: 3 clusters Score -9269181 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43814 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -9271855.000000 Penalty: 5504.277832
	Iteration 8F: 3 clusters Score -9271855 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46776 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -9275062.000000 Penalty: 5504.277832
	Iteration 9F: 3 clusters Score -9275062 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49446 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -9278242.000000 Penalty: 5504.277832
	Iteration 10F: 3 clusters Score -9278242 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51329 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -9280831.000000 Penalty: 5504.277832
	Iteration 11Q: 3 clusters Score -9280831 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52571 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -9282559.000000 Penalty: 5504.277832
	Iteration 12Q: 3 clusters Score -9282559 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53395 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -9283759.000000 Penalty: 5504.277832
	Iteration 13Q: 3 clusters Score -9283759 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53954 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -9284442.000000 Penalty: 5504.277832
	Iteration 14Q: 3 clusters Score -9284442 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54317 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -9284906.000000 Penalty: 5504.277832
	Iteration 15Q: 3 clusters Score -9284906 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54568 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -9285150.000000 Penalty: 5504.277832
	Iteration 16Q: 3 clusters Score -9285150 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54708 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -9285277.000000 Penalty: 5504.277832
	Iteration 17Q: 3 clusters Score -9285277 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54831 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -9285345.000000 Penalty: 5504.277832
	Iteration 18Q: 3 clusters Score -9285345 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54945 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -9285430.000000 Penalty: 5504.277832
	Iteration 19Q: 3 clusters Score -9285430 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55036 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -9285502.000000 Penalty: 5504.277832
	Iteration 20F: 3 clusters Score -9285502 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55117 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -9285510.000000 Penalty: 5504.277832
	Iteration 21Q: 3 clusters Score -9285510 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55193 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -9285537.000000 Penalty: 5504.277832
	Iteration 22Q: 3 clusters Score -9285537 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55254 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -9285557.000000 Penalty: 5504.277832
	Iteration 23Q: 3 clusters Score -9285557 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55320 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -9285563.000000 Penalty: 5504.277832
	Iteration 24Q: 3 clusters Score -9285563 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55380 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -9285568.000000 Penalty: 5504.277832
	Iteration 25Q: 3 clusters Score -9285568 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55460 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -9285555.000000 Penalty: 5504.277832
	Iteration 26Q: 3 clusters Score -9285555 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55521 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -9285576.000000 Penalty: 5504.277832
	Iteration 27Q: 3 clusters Score -9285576 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55576 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -9285573.000000 Penalty: 5504.277832
	Iteration 28Q: 3 clusters Score -9285573 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55622 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -9285579.000000 Penalty: 5504.277832
	Iteration 29Q: 3 clusters Score -9285579 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55658 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -9285600.000000 Penalty: 5504.277832
	Iteration 30Q: 3 clusters Score -9285600 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55711 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -9285599.000000 Penalty: 5504.277832
	Iteration 31Q: 3 clusters Score -9285599 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55755 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -9285601.000000 Penalty: 5504.277832
	Iteration 32Q: 3 clusters Score -9285601 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55805 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -9285613.000000 Penalty: 5504.277832
	Iteration 33Q: 3 clusters Score -9285613 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55839 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -9285625.000000 Penalty: 5504.277832
	Iteration 34Q: 3 clusters Score -9285625 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55858 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -9285619.000000 Penalty: 5504.277832
	Iteration 35Q: 3 clusters Score -9285619 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55873 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -9285630.000000 Penalty: 5504.277832
	Iteration 36Q: 3 clusters Score -9285630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55889 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -9285632.000000 Penalty: 5504.277832
	Iteration 37Q: 3 clusters Score -9285632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55902 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -9285633.000000 Penalty: 5504.277832
	Iteration 38Q: 3 clusters Score -9285633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55913 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -9285634.000000 Penalty: 5504.277832
	Iteration 39Q: 3 clusters Score -9285634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55925 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -9285633.000000 Penalty: 5504.277832
	Iteration 40F: 3 clusters Score -9285633 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55944 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -9285629.000000 Penalty: 5504.277832
	Iteration 41Q: 3 clusters Score -9285629 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55963 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -9285633.000000 Penalty: 5504.277832
	Iteration 42Q: 3 clusters Score -9285633 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55977 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -9285630.000000 Penalty: 5504.277832
	Iteration 43Q: 3 clusters Score -9285630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55991 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -9285628.000000 Penalty: 5504.277832
	Iteration 44Q: 3 clusters Score -9285628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56004 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -9285636.000000 Penalty: 5504.277832
	Iteration 45Q: 3 clusters Score -9285636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56015 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -9285638.000000 Penalty: 5504.277832
	Iteration 46Q: 3 clusters Score -9285638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56027 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -9285649.000000 Penalty: 5504.277832
	Iteration 47Q: 3 clusters Score -9285649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56038 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -9285654.000000 Penalty: 5504.277832
	Iteration 48Q: 3 clusters Score -9285654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56056 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -9285657.000000 Penalty: 5504.277832
	Iteration 49Q: 3 clusters Score -9285657 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56079 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -9285654.000000 Penalty: 5504.277832
	Iteration 50Q: 3 clusters Score -9285654 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56097 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -9285650.000000 Penalty: 5504.277832
	Iteration 51Q: 3 clusters Score -9285650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56113 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -9285651.000000 Penalty: 5504.277832
	Iteration 52Q: 3 clusters Score -9285651 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56131 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -9285656.000000 Penalty: 5504.277832
	Iteration 53Q: 3 clusters Score -9285656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56152 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -9285651.000000 Penalty: 5504.277832
	Iteration 54Q: 3 clusters Score -9285651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56165 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -9285656.000000 Penalty: 5504.277832
	Iteration 55Q: 3 clusters Score -9285656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56179 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -9285657.000000 Penalty: 5504.277832
	Iteration 56Q: 3 clusters Score -9285657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56185 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -9285650.000000 Penalty: 5504.277832
	Iteration 57Q: 3 clusters Score -9285650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56194 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -9285664.000000 Penalty: 5504.277832
	Iteration 58Q: 3 clusters Score -9285664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56202 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -9285658.000000 Penalty: 5504.277832
	Iteration 59Q: 3 clusters Score -9285658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56210 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -9285649.000000 Penalty: 5504.277832
	Iteration 60F: 3 clusters Score -9285649 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56224 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9285645 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56235 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9285653 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56240 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9285646 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56244 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9285653 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56253 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9285655 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56264 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9285661 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56280 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9285669 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56292 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9285666 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56305 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9285666 nChanged 12
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Mstep: Class 1 contains 56315 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9285665 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56325 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9285671 nChanged 13
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Mstep: Class 1 contains 56338 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9285669 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56353 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9285685 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56371 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9285695 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56387 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9285690 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56411 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9285691 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56432 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9285687 nChanged 31
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Mstep: Class 1 contains 56459 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9285706 nChanged 20
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Mstep: Class 1 contains 56477 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9285707 nChanged 25
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Mstep: Class 1 contains 56494 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9285707 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56518 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9285713 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56541 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9285705 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56560 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9285698 nChanged 15
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Mstep: Class 1 contains 56573 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9285690 nChanged 21
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Mstep: Class 1 contains 56594 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9285699 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56612 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9285708 nChanged 28
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Mstep: Class 1 contains 56640 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9285714 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56666 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9285725 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56698 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9285725 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56720 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9285731 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56742 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9285726 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56763 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9285730 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56788 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9285742 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56813 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9285733 nChanged 22
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9285743 nChanged 23
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9285746 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56876 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9285760 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56898 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9285765 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56922 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 56945 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9285749 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56969 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 56995 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9285754 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57026 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9285766 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57057 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9285777 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57092 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9285770 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9285761 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9285764 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9285762 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57223 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9285768 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 2 contains 8745 members 
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	Iteration 110Q: 3 clusters Score -9285773 nChanged 26
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Mstep: Class 1 contains 57276 members 
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	Iteration 111Q: 3 clusters Score -9285766 nChanged 31
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9285774 nChanged 41
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Mstep: Class 1 contains 57346 members 
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	Iteration 113Q: 3 clusters Score -9285789 nChanged 40
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9285788 nChanged 38
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9285770 nChanged 47
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	Iteration 118Q: 3 clusters Score -9285791 nChanged 48
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9285785 nChanged 47
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Mstep: Class 1 contains 57636 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9285813 nChanged 43
Entering Unmasked Mstep 
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	Iteration 121Q: 3 clusters Score -9285799 nChanged 45
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	Iteration 122Q: 3 clusters Score -9285805 nChanged 36
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9285789 nChanged 41
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Mstep: Class 1 contains 57793 members 
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	Iteration 124Q: 3 clusters Score -9285784 nChanged 40
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9285791 nChanged 52
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9285800 nChanged 56
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9285817 nChanged 58
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -9285824 nChanged 61
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	Iteration 129Q: 3 clusters Score -9285828 nChanged 57
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	Iteration 130Q: 3 clusters Score -9285825 nChanged 54
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	Iteration 131Q: 3 clusters Score -9285825 nChanged 54
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9285833 nChanged 41
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	Iteration 133Q: 3 clusters Score -9285835 nChanged 36
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	Iteration 134Q: 3 clusters Score -9285816 nChanged 33
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	Iteration 135Q: 3 clusters Score -9285830 nChanged 38
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	Iteration 136Q: 3 clusters Score -9285832 nChanged 32
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	Iteration 137Q: 3 clusters Score -9285835 nChanged 33
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	Iteration 138Q: 3 clusters Score -9285838 nChanged 39
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	Iteration 139Q: 3 clusters Score -9285839 nChanged 36
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	Iteration 140F: 3 clusters Score -9285860 nChanged 32
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	Iteration 141Q: 3 clusters Score -9285857 nChanged 35
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	Iteration 142Q: 3 clusters Score -9285879 nChanged 32
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	Iteration 143Q: 3 clusters Score -9285870 nChanged 36
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	Iteration 144Q: 3 clusters Score -9285868 nChanged 33
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	Iteration 145Q: 3 clusters Score -9285881 nChanged 38
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	Iteration 146Q: 3 clusters Score -9285873 nChanged 46
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	Iteration 147Q: 3 clusters Score -9285894 nChanged 50
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	Iteration 148Q: 3 clusters Score -9285879 nChanged 45
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	Iteration 149Q: 3 clusters Score -9285898 nChanged 45
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	Iteration 150Q: 3 clusters Score -9285906 nChanged 41
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	Iteration 151Q: 3 clusters Score -9285897 nChanged 56
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	Iteration 152Q: 3 clusters Score -9285890 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59022 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 59073 members 
Mstep: Class 2 contains 6922 members 
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Mstep: Class 1 contains 59120 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59163 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 59224 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 6748 members 
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Mstep: Class 1 contains 59276 members 
Mstep: Class 2 contains 6719 members 
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	Iteration 160F: 3 clusters Score -9285903 nChanged 31
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -9285904 nChanged 44
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -9285914 nChanged 55
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -9285911 nChanged 68
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -9285909 nChanged 86
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Mstep: Class 1 contains 59646 members 
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -9285933 nChanged 94
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Mstep: Class 1 contains 59740 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59823 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -9285993 nChanged 85
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 60113 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 60336 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 60468 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 60720 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 61217 members 
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -9286159 nChanged 131
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Mstep: Class 1 contains 61346 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -9286932 nChanged 18
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	Iteration 229Q: 3 clusters Score -9286963 nChanged 12
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	Iteration 233Q: 3 clusters Score -9286981 nChanged 16
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	Iteration 236Q: 3 clusters Score -9286989 nChanged 13
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	Iteration 239Q: 3 clusters Score -9287014 nChanged 11
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	Iteration 240F: 3 clusters Score -9287018 nChanged 13
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	Iteration 241Q: 3 clusters Score -9287022 nChanged 10
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	Iteration 244Q: 3 clusters Score -9287021 nChanged 7
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Mstep: Class 1 contains 64499 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -9287030.000000 Penalty: 5504.277832
	Iteration 245Q: 3 clusters Score -9287030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64508 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -9287028.000000 Penalty: 5504.277832
	Iteration 246Q: 3 clusters Score -9287028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64510 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -9287030.000000 Penalty: 5504.277832
	Iteration 247Q: 3 clusters Score -9287030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64515 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -9287033.000000 Penalty: 5504.277832
	Iteration 248Q: 3 clusters Score -9287033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64520 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -9287036.000000 Penalty: 5504.277832
	Iteration 249Q: 3 clusters Score -9287036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64521 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -9287037.000000 Penalty: 5504.277832
	Iteration 250Q: 3 clusters Score -9287037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64523 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -9287037.000000 Penalty: 5504.277832
	Iteration 251Q: 3 clusters Score -9287037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64525 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -9287036.000000 Penalty: 5504.277832
	Iteration 252Q: 3 clusters Score -9287036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64527 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -9287037.000000 Penalty: 5504.277832
	Iteration 253Q: 3 clusters Score -9287037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64531 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -9287034.000000 Penalty: 5504.277832
	Iteration 254Q: 3 clusters Score -9287034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64531 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -9287034.000000 Penalty: 5504.277832
	Iteration 255F: 3 clusters Score -9287034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Entering Unmasked Estep 
Score: -994766.062500 Penalty: 2207.640381
	Iteration 0F: 2 clusters Score -994766.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -988784.625000 Penalty: 4415.280762
	Iteration 0F: 3 clusters Score -988784.6 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -990407.000000 Penalty: 4415.280762
	Iteration 1F: 3 clusters Score -990407 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -990662.000000 Penalty: 4415.280762
	Iteration 2F: 3 clusters Score -990662 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -990878.812500 Penalty: 4415.280762
	Iteration 3Q: 3 clusters Score -990878.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -991095.937500 Penalty: 4415.280762
	Iteration 4Q: 3 clusters Score -991095.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -991351.625000 Penalty: 4415.280762
	Iteration 5Q: 3 clusters Score -991351.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -991591.437500 Penalty: 4415.280762
	Iteration 6Q: 3 clusters Score -991591.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -991794.500000 Penalty: 4415.280762
	Iteration 7Q: 3 clusters Score -991794.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -991971.312500 Penalty: 4415.280762
	Iteration 8Q: 3 clusters Score -991971.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -992124.125000 Penalty: 4415.280762
	Iteration 9Q: 3 clusters Score -992124.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -992257.250000 Penalty: 4415.280762
	Iteration 10Q: 3 clusters Score -992257.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -992399.687500 Penalty: 4415.280762
	Iteration 11Q: 3 clusters Score -992399.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -992537.687500 Penalty: 4415.280762
	Iteration 12Q: 3 clusters Score -992537.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -992647.437500 Penalty: 4415.280762
	Iteration 13Q: 3 clusters Score -992647.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -992725.437500 Penalty: 4415.280762
	Iteration 14Q: 3 clusters Score -992725.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -992790.937500 Penalty: 4415.280762
	Iteration 15Q: 3 clusters Score -992790.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -992859.062500 Penalty: 4415.280762
	Iteration 16Q: 3 clusters Score -992859.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -992921.312500 Penalty: 4415.280762
	Iteration 17Q: 3 clusters Score -992921.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -992978.187500 Penalty: 4415.280762
	Iteration 18Q: 3 clusters Score -992978.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -993020.687500 Penalty: 4415.280762
	Iteration 19Q: 3 clusters Score -993020.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -993057.250000 Penalty: 4415.280762
	Iteration 20F: 3 clusters Score -993057.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -993082.375000 Penalty: 4415.280762
	Iteration 21Q: 3 clusters Score -993082.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -993104.062500 Penalty: 4415.280762
	Iteration 22Q: 3 clusters Score -993104.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -993131.812500 Penalty: 4415.280762
	Iteration 23Q: 3 clusters Score -993131.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -993162.375000 Penalty: 4415.280762
	Iteration 24Q: 3 clusters Score -993162.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -993187.437500 Penalty: 4415.280762
	Iteration 25Q: 3 clusters Score -993187.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -993212.500000 Penalty: 4415.280762
	Iteration 26Q: 3 clusters Score -993212.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -993234.375000 Penalty: 4415.280762
	Iteration 27Q: 3 clusters Score -993234.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -993255.312500 Penalty: 4415.280762
	Iteration 28Q: 3 clusters Score -993255.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -993278.062500 Penalty: 4415.280762
	Iteration 29Q: 3 clusters Score -993278.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -993304.375000 Penalty: 4415.280762
	Iteration 30Q: 3 clusters Score -993304.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -993315.937500 Penalty: 4415.280762
	Iteration 31Q: 3 clusters Score -993315.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -993330.812500 Penalty: 4415.280762
	Iteration 32Q: 3 clusters Score -993330.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -993345.437500 Penalty: 4415.280762
	Iteration 33Q: 3 clusters Score -993345.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -993376.937500 Penalty: 4415.280762
	Iteration 34Q: 3 clusters Score -993376.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -993419.062500 Penalty: 4415.280762
	Iteration 35Q: 3 clusters Score -993419.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -993473.750000 Penalty: 4415.280762
	Iteration 36Q: 3 clusters Score -993473.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -993522.750000 Penalty: 4415.280762
	Iteration 37Q: 3 clusters Score -993522.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -993568.187500 Penalty: 4415.280762
	Iteration 38Q: 3 clusters Score -993568.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -993596.875000 Penalty: 4415.280762
	Iteration 39Q: 3 clusters Score -993596.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -993645.687500 Penalty: 4415.280762
	Iteration 40F: 3 clusters Score -993645.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -993712.062500 Penalty: 4415.280762
	Iteration 41Q: 3 clusters Score -993712.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -993794.875000 Penalty: 4415.280762
	Iteration 42Q: 3 clusters Score -993794.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -993910.500000 Penalty: 4415.280762
	Iteration 43Q: 3 clusters Score -993910.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -994003.250000 Penalty: 4415.280762
	Iteration 44Q: 3 clusters Score -994003.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -994065.750000 Penalty: 4415.280762
	Iteration 45Q: 3 clusters Score -994065.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -994098.500000 Penalty: 4415.280762
	Iteration 46Q: 3 clusters Score -994098.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -994119.500000 Penalty: 4415.280762
	Iteration 47Q: 3 clusters Score -994119.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -994133.812500 Penalty: 4415.280762
	Iteration 48Q: 3 clusters Score -994133.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -994138.750000 Penalty: 4415.280762
	Iteration 49Q: 3 clusters Score -994138.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -994142.750000 Penalty: 4415.280762
	Iteration 50Q: 3 clusters Score -994142.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -994145.062500 Penalty: 4415.280762
	Iteration 51Q: 3 clusters Score -994145.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -994147.125000 Penalty: 4415.280762
	Iteration 52Q: 3 clusters Score -994147.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -994150.625000 Penalty: 4415.280762
	Iteration 53Q: 3 clusters Score -994150.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -994152.062500 Penalty: 4415.280762
	Iteration 54Q: 3 clusters Score -994152.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -994152.062500 Penalty: 4415.280762
	Iteration 55F: 3 clusters Score -994152.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (122278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122278 members 
Entering Unmasked Estep 
Score: -17314246.000000 Penalty: 2905.084961
	Iteration 0F: 2 clusters Score -1.731425e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61298 members 
Mstep: Class 2 contains 60980 members 
Entering Unmasked Estep 
Score: -17235764.000000 Penalty: 5810.169922
	Iteration 0F: 3 clusters Score -1.723576e+07 nChanged 58169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63283 members 
Mstep: Class 2 contains 58995 members 
Entering Unmasked Estep 
Score: -17269010.000000 Penalty: 5810.169922
	Iteration 1F: 3 clusters Score -1.726901e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64498 members 
Mstep: Class 2 contains 57780 members 
Entering Unmasked Estep 
Score: -17269728.000000 Penalty: 5810.169922
	Iteration 2Q: 3 clusters Score -1.726973e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66319 members 
Mstep: Class 2 contains 55959 members 
Entering Unmasked Estep 
Score: -17270384.000000 Penalty: 5810.169922
	Iteration 3Q: 3 clusters Score -1.727038e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69110 members 
Mstep: Class 2 contains 53168 members 
Entering Unmasked Estep 
Score: -17271474.000000 Penalty: 5810.169922
	Iteration 4Q: 3 clusters Score -1.727147e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73268 members 
Mstep: Class 2 contains 49010 members 
Entering Unmasked Estep 
Score: -17273188.000000 Penalty: 5810.169922
	Iteration 5Q: 3 clusters Score -1.727319e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79483 members 
Mstep: Class 2 contains 42795 members 
Entering Unmasked Estep 
Score: -17276546.000000 Penalty: 5810.169922
	Iteration 6F: 3 clusters Score -1.727655e+07 nChanged 8631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88048 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -17282286.000000 Penalty: 5810.169922
	Iteration 7F: 3 clusters Score -1.728229e+07 nChanged 10705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98729 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -17290662.000000 Penalty: 5810.169922
	Iteration 8F: 3 clusters Score -1.729066e+07 nChanged 10427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109152 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -17300038.000000 Penalty: 5810.169922
	Iteration 9F: 3 clusters Score -1.730004e+07 nChanged 7305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116455 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -17306440.000000 Penalty: 5810.169922
	Iteration 10F: 3 clusters Score -1.730644e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119983 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -17309530.000000 Penalty: 5810.169922
	Iteration 11Q: 3 clusters Score -1.730953e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121367 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -17310878.000000 Penalty: 5810.169922
	Iteration 12Q: 3 clusters Score -1.731088e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121772 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -17311390.000000 Penalty: 5810.169922
	Iteration 13Q: 3 clusters Score -1.731139e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121871 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -17311544.000000 Penalty: 5810.169922
	Iteration 14Q: 3 clusters Score -1.731154e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121914 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -17311606.000000 Penalty: 5810.169922
	Iteration 15Q: 3 clusters Score -1.731161e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121933 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -17311684.000000 Penalty: 5810.169922
	Iteration 16Q: 3 clusters Score -1.731168e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121937 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -17311716.000000 Penalty: 5810.169922
	Iteration 17Q: 3 clusters Score -1.731172e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121944 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -17311754.000000 Penalty: 5810.169922
	Iteration 18Q: 3 clusters Score -1.731175e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121950 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -17311776.000000 Penalty: 5810.169922
	Iteration 19Q: 3 clusters Score -1.731178e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121956 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -17311790.000000 Penalty: 5810.169922
	Iteration 20F: 3 clusters Score -1.731179e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121958 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -17311788.000000 Penalty: 5810.169922
	Iteration 21Q: 3 clusters Score -1.731179e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121959 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -17311796.000000 Penalty: 5810.169922
	Iteration 22Q: 3 clusters Score -1.73118e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121964 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -17311806.000000 Penalty: 5810.169922
	Iteration 23Q: 3 clusters Score -1.731181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121966 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -17311812.000000 Penalty: 5810.169922
	Iteration 24Q: 3 clusters Score -1.731181e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121965 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -17311822.000000 Penalty: 5810.169922
	Iteration 25Q: 3 clusters Score -1.731182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121960 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -17311844.000000 Penalty: 5810.169922
	Iteration 26Q: 3 clusters Score -1.731184e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121958 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -17311860.000000 Penalty: 5810.169922
	Iteration 27Q: 3 clusters Score -1.731186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121956 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -17311868.000000 Penalty: 5810.169922
	Iteration 28Q: 3 clusters Score -1.731187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121957 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -17311862.000000 Penalty: 5810.169922
	Iteration 29Q: 3 clusters Score -1.731186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121959 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -17311854.000000 Penalty: 5810.169922
	Iteration 30Q: 3 clusters Score -1.731185e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121959 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -17311854.000000 Penalty: 5810.169922
	Iteration 31F: 3 clusters Score -1.731185e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Entering Unmasked Estep 
Score: -2742985.250000 Penalty: 2447.100830
	Iteration 0F: 2 clusters Score -2742985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2729432.500000 Penalty: 4894.201660
	Iteration 0F: 3 clusters Score -2729432 nChanged 8410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2733961.250000 Penalty: 4894.201660
	Iteration 1F: 3 clusters Score -2733961 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -2734247.000000 Penalty: 4894.201660
	Iteration 2Q: 3 clusters Score -2734247 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -2734459.750000 Penalty: 4894.201660
	Iteration 3Q: 3 clusters Score -2734460 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -2734643.250000 Penalty: 4894.201660
	Iteration 4Q: 3 clusters Score -2734643 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -2734847.250000 Penalty: 4894.201660
	Iteration 5Q: 3 clusters Score -2734847 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2735104.250000 Penalty: 4894.201660
	Iteration 6Q: 3 clusters Score -2735104 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2735451.500000 Penalty: 4894.201660
	Iteration 7Q: 3 clusters Score -2735452 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -2736011.000000 Penalty: 4894.201660
	Iteration 8Q: 3 clusters Score -2736011 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2736873.000000 Penalty: 4894.201660
	Iteration 9F: 3 clusters Score -2736873 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -2737951.500000 Penalty: 4894.201660
	Iteration 10F: 3 clusters Score -2737952 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -2739135.750000 Penalty: 4894.201660
	Iteration 11F: 3 clusters Score -2739136 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -2740196.250000 Penalty: 4894.201660
	Iteration 12F: 3 clusters Score -2740196 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -2740879.250000 Penalty: 4894.201660
	Iteration 13Q: 3 clusters Score -2740879 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -2741278.000000 Penalty: 4894.201660
	Iteration 14Q: 3 clusters Score -2741278 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -2741485.750000 Penalty: 4894.201660
	Iteration 15Q: 3 clusters Score -2741486 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -2741605.750000 Penalty: 4894.201660
	Iteration 16Q: 3 clusters Score -2741606 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -2741665.750000 Penalty: 4894.201660
	Iteration 17Q: 3 clusters Score -2741666 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -2741689.000000 Penalty: 4894.201660
	Iteration 18Q: 3 clusters Score -2741689 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -2741710.750000 Penalty: 4894.201660
	Iteration 19Q: 3 clusters Score -2741711 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -2741731.750000 Penalty: 4894.201660
	Iteration 20F: 3 clusters Score -2741732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -2741730.500000 Penalty: 4894.201660
	Iteration 21Q: 3 clusters Score -2741730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -2741739.500000 Penalty: 4894.201660
	Iteration 22Q: 3 clusters Score -2741740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -2741752.000000 Penalty: 4894.201660
	Iteration 23Q: 3 clusters Score -2741752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -2741754.250000 Penalty: 4894.201660
	Iteration 24Q: 3 clusters Score -2741754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -2741755.750000 Penalty: 4894.201660
	Iteration 25Q: 3 clusters Score -2741756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -2741757.750000 Penalty: 4894.201660
	Iteration 26Q: 3 clusters Score -2741758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -2741757.750000 Penalty: 4894.201660
	Iteration 27F: 3 clusters Score -2741758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (165450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165450 members 
Entering Unmasked Estep 
Score: -23048600.000000 Penalty: 2980.073242
	Iteration 0F: 2 clusters Score -2.30486e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82653 members 
Mstep: Class 2 contains 82797 members 
Entering Unmasked Estep 
Score: -22942864.000000 Penalty: 5960.146484
	Iteration 0F: 3 clusters Score -2.294286e+07 nChanged 79197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82084 members 
Mstep: Class 2 contains 83366 members 
Entering Unmasked Estep 
Score: -22988658.000000 Penalty: 5960.146484
	Iteration 1F: 3 clusters Score -2.298866e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81621 members 
Mstep: Class 2 contains 83829 members 
Entering Unmasked Estep 
Score: -22989792.000000 Penalty: 5960.146484
	Iteration 2Q: 3 clusters Score -2.298979e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80635 members 
Mstep: Class 2 contains 84815 members 
Entering Unmasked Estep 
Score: -22991590.000000 Penalty: 5960.146484
	Iteration 3Q: 3 clusters Score -2.299159e+07 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78825 members 
Mstep: Class 2 contains 86625 members 
Entering Unmasked Estep 
Score: -22993836.000000 Penalty: 5960.146484
	Iteration 4Q: 3 clusters Score -2.299384e+07 nChanged 7451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75684 members 
Mstep: Class 2 contains 89766 members 
Entering Unmasked Estep 
Score: -22996906.000000 Penalty: 5960.146484
	Iteration 5Q: 3 clusters Score -2.299691e+07 nChanged 8846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70678 members 
Mstep: Class 2 contains 94772 members 
Entering Unmasked Estep 
Score: -23001186.000000 Penalty: 5960.146484
	Iteration 6F: 3 clusters Score -2.300119e+07 nChanged 10412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63510 members 
Mstep: Class 2 contains 101940 members 
Entering Unmasked Estep 
Score: -23007684.000000 Penalty: 5960.146484
	Iteration 7F: 3 clusters Score -2.300768e+07 nChanged 11310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54794 members 
Mstep: Class 2 contains 110656 members 
Entering Unmasked Estep 
Score: -23015662.000000 Penalty: 5960.146484
	Iteration 8F: 3 clusters Score -2.301566e+07 nChanged 10876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 119428 members 
Entering Unmasked Estep 
Score: -23024366.000000 Penalty: 5960.146484
	Iteration 9F: 3 clusters Score -2.302437e+07 nChanged 9128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 126762 members 
Entering Unmasked Estep 
Score: -23031598.000000 Penalty: 5960.146484
	Iteration 10F: 3 clusters Score -2.30316e+07 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 132412 members 
Entering Unmasked Estep 
Score: -23037340.000000 Penalty: 5960.146484
	Iteration 11Q: 3 clusters Score -2.303734e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 136846 members 
Entering Unmasked Estep 
Score: -23040950.000000 Penalty: 5960.146484
	Iteration 12Q: 3 clusters Score -2.304095e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 140486 members 
Entering Unmasked Estep 
Score: -23042862.000000 Penalty: 5960.146484
	Iteration 13Q: 3 clusters Score -2.304286e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 143698 members 
Entering Unmasked Estep 
Score: -23044174.000000 Penalty: 5960.146484
	Iteration 14Q: 3 clusters Score -2.304417e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 146529 members 
Entering Unmasked Estep 
Score: -23045138.000000 Penalty: 5960.146484
	Iteration 15Q: 3 clusters Score -2.304514e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 149102 members 
Entering Unmasked Estep 
Score: -23046050.000000 Penalty: 5960.146484
	Iteration 16Q: 3 clusters Score -2.304605e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 151358 members 
Entering Unmasked Estep 
Score: -23046686.000000 Penalty: 5960.146484
	Iteration 17Q: 3 clusters Score -2.304669e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 153411 members 
Entering Unmasked Estep 
Score: -23047376.000000 Penalty: 5960.146484
	Iteration 18Q: 3 clusters Score -2.304738e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 155244 members 
Entering Unmasked Estep 
Score: -23048038.000000 Penalty: 5960.146484
	Iteration 19Q: 3 clusters Score -2.304804e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 156901 members 
Entering Unmasked Estep 
Score: -23048308.000000 Penalty: 5960.146484
	Iteration 20F: 3 clusters Score -2.304831e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 158427 members 
Entering Unmasked Estep 
Score: -23048118.000000 Penalty: 5960.146484
	Iteration 21Q: 3 clusters Score -2.304812e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 159665 members 
Entering Unmasked Estep 
Score: -23047948.000000 Penalty: 5960.146484
	Iteration 22Q: 3 clusters Score -2.304795e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 160742 members 
Entering Unmasked Estep 
Score: -23047790.000000 Penalty: 5960.146484
	Iteration 23Q: 3 clusters Score -2.304779e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 161630 members 
Entering Unmasked Estep 
Score: -23047644.000000 Penalty: 5960.146484
	Iteration 24Q: 3 clusters Score -2.304764e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 162330 members 
Entering Unmasked Estep 
Score: -23047470.000000 Penalty: 5960.146484
	Iteration 25Q: 3 clusters Score -2.304747e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 162863 members 
Entering Unmasked Estep 
Score: -23047304.000000 Penalty: 5960.146484
	Iteration 26Q: 3 clusters Score -2.30473e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 163266 members 
Entering Unmasked Estep 
Score: -23047204.000000 Penalty: 5960.146484
	Iteration 27Q: 3 clusters Score -2.30472e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 163558 members 
Entering Unmasked Estep 
Score: -23047110.000000 Penalty: 5960.146484
	Iteration 28Q: 3 clusters Score -2.304711e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 163768 members 
Entering Unmasked Estep 
Score: -23047080.000000 Penalty: 5960.146484
	Iteration 29Q: 3 clusters Score -2.304708e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 163942 members 
Entering Unmasked Estep 
Score: -23047024.000000 Penalty: 5960.146484
	Iteration 30Q: 3 clusters Score -2.304702e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 164085 members 
Entering Unmasked Estep 
Score: -23046994.000000 Penalty: 5960.146484
	Iteration 31Q: 3 clusters Score -2.304699e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 164194 members 
Entering Unmasked Estep 
Score: -23046928.000000 Penalty: 5960.146484
	Iteration 32Q: 3 clusters Score -2.304693e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 164291 members 
Entering Unmasked Estep 
Score: -23046890.000000 Penalty: 5960.146484
	Iteration 33Q: 3 clusters Score -2.304689e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 164373 members 
Entering Unmasked Estep 
Score: -23046792.000000 Penalty: 5960.146484
	Iteration 34Q: 3 clusters Score -2.304679e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 164419 members 
Entering Unmasked Estep 
Score: -23046770.000000 Penalty: 5960.146484
	Iteration 35Q: 3 clusters Score -2.304677e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 164460 members 
Entering Unmasked Estep 
Score: -23046748.000000 Penalty: 5960.146484
	Iteration 36Q: 3 clusters Score -2.304675e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 164493 members 
Entering Unmasked Estep 
Score: -23046736.000000 Penalty: 5960.146484
	Iteration 37Q: 3 clusters Score -2.304674e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 164519 members 
Entering Unmasked Estep 
Score: -23046730.000000 Penalty: 5960.146484
	Iteration 38Q: 3 clusters Score -2.304673e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 164542 members 
Entering Unmasked Estep 
Score: -23046718.000000 Penalty: 5960.146484
	Iteration 39Q: 3 clusters Score -2.304672e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 164558 members 
Entering Unmasked Estep 
Score: -23046728.000000 Penalty: 5960.146484
	Iteration 40F: 3 clusters Score -2.304673e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 164573 members 
Entering Unmasked Estep 
Score: -23046726.000000 Penalty: 5960.146484
	Iteration 41Q: 3 clusters Score -2.304673e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 164587 members 
Entering Unmasked Estep 
Score: -23046714.000000 Penalty: 5960.146484
	Iteration 42Q: 3 clusters Score -2.304671e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 164599 members 
Entering Unmasked Estep 
Score: -23046698.000000 Penalty: 5960.146484
	Iteration 43Q: 3 clusters Score -2.30467e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 164609 members 
Entering Unmasked Estep 
Score: -23046690.000000 Penalty: 5960.146484
	Iteration 44Q: 3 clusters Score -2.304669e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 164617 members 
Entering Unmasked Estep 
Score: -23046682.000000 Penalty: 5960.146484
	Iteration 45Q: 3 clusters Score -2.304668e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 164627 members 
Entering Unmasked Estep 
Score: -23046670.000000 Penalty: 5960.146484
	Iteration 46Q: 3 clusters Score -2.304667e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 164635 members 
Entering Unmasked Estep 
Score: -23046666.000000 Penalty: 5960.146484
	Iteration 47Q: 3 clusters Score -2.304667e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 164640 members 
Entering Unmasked Estep 
Score: -23046674.000000 Penalty: 5960.146484
	Iteration 48Q: 3 clusters Score -2.304667e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 164643 members 
Entering Unmasked Estep 
Score: -23046664.000000 Penalty: 5960.146484
	Iteration 49Q: 3 clusters Score -2.304666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 164644 members 
Entering Unmasked Estep 
Score: -23046664.000000 Penalty: 5960.146484
	Iteration 50Q: 3 clusters Score -2.304666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 164647 members 
Entering Unmasked Estep 
Score: -23046670.000000 Penalty: 5960.146484
	Iteration 51Q: 3 clusters Score -2.304667e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 164650 members 
Entering Unmasked Estep 
Score: -23046680.000000 Penalty: 5960.146484
	Iteration 52Q: 3 clusters Score -2.304668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 164654 members 
Entering Unmasked Estep 
Score: -23046670.000000 Penalty: 5960.146484
	Iteration 53Q: 3 clusters Score -2.304667e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 164654 members 
Entering Unmasked Estep 
Score: -23046684.000000 Penalty: 5960.146484
	Iteration 54Q: 3 clusters Score -2.304668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 164656 members 
Entering Unmasked Estep 
Score: -23046688.000000 Penalty: 5960.146484
	Iteration 55Q: 3 clusters Score -2.304669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 164661 members 
Entering Unmasked Estep 
Score: -23046664.000000 Penalty: 5960.146484
	Iteration 56Q: 3 clusters Score -2.304666e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 164667 members 
Entering Unmasked Estep 
Score: -23046664.000000 Penalty: 5960.146484
	Iteration 57Q: 3 clusters Score -2.304666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 164674 members 
Entering Unmasked Estep 
Score: -23046656.000000 Penalty: 5960.146484
	Iteration 58Q: 3 clusters Score -2.304666e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 164680 members 
Entering Unmasked Estep 
Score: -23046656.000000 Penalty: 5960.146484
	Iteration 59Q: 3 clusters Score -2.304666e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 164686 members 
Entering Unmasked Estep 
Score: -23046662.000000 Penalty: 5960.146484
	Iteration 60F: 3 clusters Score -2.304666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 164691 members 
Entering Unmasked Estep 
Score: -23046680.000000 Penalty: 5960.146484
	Iteration 61Q: 3 clusters Score -2.304668e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 164700 members 
Entering Unmasked Estep 
Score: -23046664.000000 Penalty: 5960.146484
	Iteration 62Q: 3 clusters Score -2.304666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 164703 members 
Entering Unmasked Estep 
Score: -23046652.000000 Penalty: 5960.146484
	Iteration 63Q: 3 clusters Score -2.304665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 164707 members 
Entering Unmasked Estep 
Score: -23046656.000000 Penalty: 5960.146484
	Iteration 64Q: 3 clusters Score -2.304666e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 164715 members 
Entering Unmasked Estep 
Score: -23046628.000000 Penalty: 5960.146484
	Iteration 65Q: 3 clusters Score -2.304663e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 164719 members 
Entering Unmasked Estep 
Score: -23046620.000000 Penalty: 5960.146484
	Iteration 66Q: 3 clusters Score -2.304662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 164720 members 
Entering Unmasked Estep 
Score: -23046652.000000 Penalty: 5960.146484
	Iteration 67Q: 3 clusters Score -2.304665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 164721 members 
Entering Unmasked Estep 
Score: -23046648.000000 Penalty: 5960.146484
	Iteration 68Q: 3 clusters Score -2.304665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 164723 members 
Entering Unmasked Estep 
Score: -23046640.000000 Penalty: 5960.146484
	Iteration 69Q: 3 clusters Score -2.304664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 164724 members 
Entering Unmasked Estep 
Score: -23046634.000000 Penalty: 5960.146484
	Iteration 70Q: 3 clusters Score -2.304663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 164723 members 
Entering Unmasked Estep 
Score: -23046638.000000 Penalty: 5960.146484
	Iteration 71Q: 3 clusters Score -2.304664e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 164723 members 
Entering Unmasked Estep 
Score: -23046638.000000 Penalty: 5960.146484
	Iteration 72F: 3 clusters Score -2.304664e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (171995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171995 members 
Entering Unmasked Estep 
Score: -24232436.000000 Penalty: 2989.694824
	Iteration 0F: 2 clusters Score -2.423244e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85953 members 
Mstep: Class 2 contains 86042 members 
Entering Unmasked Estep 
Score: -24123652.000000 Penalty: 5979.389648
	Iteration 0F: 3 clusters Score -2.412365e+07 nChanged 82477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85234 members 
Mstep: Class 2 contains 86761 members 
Entering Unmasked Estep 
Score: -24171764.000000 Penalty: 5979.389648
	Iteration 1F: 3 clusters Score -2.417176e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84575 members 
Mstep: Class 2 contains 87420 members 
Entering Unmasked Estep 
Score: -24172576.000000 Penalty: 5979.389648
	Iteration 2Q: 3 clusters Score -2.417258e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83633 members 
Mstep: Class 2 contains 88362 members 
Entering Unmasked Estep 
Score: -24173450.000000 Penalty: 5979.389648
	Iteration 3Q: 3 clusters Score -2.417345e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82246 members 
Mstep: Class 2 contains 89749 members 
Entering Unmasked Estep 
Score: -24174366.000000 Penalty: 5979.389648
	Iteration 4Q: 3 clusters Score -2.417437e+07 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80323 members 
Mstep: Class 2 contains 91672 members 
Entering Unmasked Estep 
Score: -24175634.000000 Penalty: 5979.389648
	Iteration 5Q: 3 clusters Score -2.417563e+07 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77543 members 
Mstep: Class 2 contains 94452 members 
Entering Unmasked Estep 
Score: -24177690.000000 Penalty: 5979.389648
	Iteration 6Q: 3 clusters Score -2.417769e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73990 members 
Mstep: Class 2 contains 98005 members 
Entering Unmasked Estep 
Score: -24180530.000000 Penalty: 5979.389648
	Iteration 7Q: 3 clusters Score -2.418053e+07 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69714 members 
Mstep: Class 2 contains 102281 members 
Entering Unmasked Estep 
Score: -24184702.000000 Penalty: 5979.389648
	Iteration 8F: 3 clusters Score -2.41847e+07 nChanged 10037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65685 members 
Mstep: Class 2 contains 106310 members 
Entering Unmasked Estep 
Score: -24190984.000000 Penalty: 5979.389648
	Iteration 9F: 3 clusters Score -2.419098e+07 nChanged 10982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63191 members 
Mstep: Class 2 contains 108804 members 
Entering Unmasked Estep 
Score: -24198690.000000 Penalty: 5979.389648
	Iteration 10F: 3 clusters Score -2.419869e+07 nChanged 10386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62673 members 
Mstep: Class 2 contains 109322 members 
Entering Unmasked Estep 
Score: -24204776.000000 Penalty: 5979.389648
	Iteration 11F: 3 clusters Score -2.420478e+07 nChanged 7768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63359 members 
Mstep: Class 2 contains 108636 members 
Entering Unmasked Estep 
Score: -24207320.000000 Penalty: 5979.389648
	Iteration 12Q: 3 clusters Score -2.420732e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64244 members 
Mstep: Class 2 contains 107751 members 
Entering Unmasked Estep 
Score: -24208298.000000 Penalty: 5979.389648
	Iteration 13Q: 3 clusters Score -2.42083e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65199 members 
Mstep: Class 2 contains 106796 members 
Entering Unmasked Estep 
Score: -24208494.000000 Penalty: 5979.389648
	Iteration 14Q: 3 clusters Score -2.420849e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66203 members 
Mstep: Class 2 contains 105792 members 
Entering Unmasked Estep 
Score: -24208582.000000 Penalty: 5979.389648
	Iteration 15Q: 3 clusters Score -2.420858e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67284 members 
Mstep: Class 2 contains 104711 members 
Entering Unmasked Estep 
Score: -24208726.000000 Penalty: 5979.389648
	Iteration 16Q: 3 clusters Score -2.420873e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68474 members 
Mstep: Class 2 contains 103521 members 
Entering Unmasked Estep 
Score: -24208868.000000 Penalty: 5979.389648
	Iteration 17Q: 3 clusters Score -2.420887e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69729 members 
Mstep: Class 2 contains 102266 members 
Entering Unmasked Estep 
Score: -24209144.000000 Penalty: 5979.389648
	Iteration 18Q: 3 clusters Score -2.420914e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70954 members 
Mstep: Class 2 contains 101041 members 
Entering Unmasked Estep 
Score: -24209308.000000 Penalty: 5979.389648
	Iteration 19Q: 3 clusters Score -2.420931e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72215 members 
Mstep: Class 2 contains 99780 members 
Entering Unmasked Estep 
Score: -24209482.000000 Penalty: 5979.389648
	Iteration 20F: 3 clusters Score -2.420948e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73479 members 
Mstep: Class 2 contains 98516 members 
Entering Unmasked Estep 
Score: -24209712.000000 Penalty: 5979.389648
	Iteration 21Q: 3 clusters Score -2.420971e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74704 members 
Mstep: Class 2 contains 97291 members 
Entering Unmasked Estep 
Score: -24210006.000000 Penalty: 5979.389648
	Iteration 22Q: 3 clusters Score -2.421001e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75917 members 
Mstep: Class 2 contains 96078 members 
Entering Unmasked Estep 
Score: -24210368.000000 Penalty: 5979.389648
	Iteration 23Q: 3 clusters Score -2.421037e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 94854 members 
Entering Unmasked Estep 
Score: -24210636.000000 Penalty: 5979.389648
	Iteration 24Q: 3 clusters Score -2.421064e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78278 members 
Mstep: Class 2 contains 93717 members 
Entering Unmasked Estep 
Score: -24210838.000000 Penalty: 5979.389648
	Iteration 25Q: 3 clusters Score -2.421084e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79460 members 
Mstep: Class 2 contains 92535 members 
Entering Unmasked Estep 
Score: -24211054.000000 Penalty: 5979.389648
	Iteration 26Q: 3 clusters Score -2.421105e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80663 members 
Mstep: Class 2 contains 91332 members 
Entering Unmasked Estep 
Score: -24211222.000000 Penalty: 5979.389648
	Iteration 27Q: 3 clusters Score -2.421122e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81811 members 
Mstep: Class 2 contains 90184 members 
Entering Unmasked Estep 
Score: -24211652.000000 Penalty: 5979.389648
	Iteration 28Q: 3 clusters Score -2.421165e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83059 members 
Mstep: Class 2 contains 88936 members 
Entering Unmasked Estep 
Score: -24211952.000000 Penalty: 5979.389648
	Iteration 29Q: 3 clusters Score -2.421195e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84362 members 
Mstep: Class 2 contains 87633 members 
Entering Unmasked Estep 
Score: -24212382.000000 Penalty: 5979.389648
	Iteration 30Q: 3 clusters Score -2.421238e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85575 members 
Mstep: Class 2 contains 86420 members 
Entering Unmasked Estep 
Score: -24212720.000000 Penalty: 5979.389648
	Iteration 31Q: 3 clusters Score -2.421272e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86757 members 
Mstep: Class 2 contains 85238 members 
Entering Unmasked Estep 
Score: -24212994.000000 Penalty: 5979.389648
	Iteration 32Q: 3 clusters Score -2.421299e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88006 members 
Mstep: Class 2 contains 83989 members 
Entering Unmasked Estep 
Score: -24213374.000000 Penalty: 5979.389648
	Iteration 33Q: 3 clusters Score -2.421337e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89391 members 
Mstep: Class 2 contains 82604 members 
Entering Unmasked Estep 
Score: -24213852.000000 Penalty: 5979.389648
	Iteration 34Q: 3 clusters Score -2.421385e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90744 members 
Mstep: Class 2 contains 81251 members 
Entering Unmasked Estep 
Score: -24214272.000000 Penalty: 5979.389648
	Iteration 35Q: 3 clusters Score -2.421427e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92171 members 
Mstep: Class 2 contains 79824 members 
Entering Unmasked Estep 
Score: -24214748.000000 Penalty: 5979.389648
	Iteration 36Q: 3 clusters Score -2.421475e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93535 members 
Mstep: Class 2 contains 78460 members 
Entering Unmasked Estep 
Score: -24215126.000000 Penalty: 5979.389648
	Iteration 37Q: 3 clusters Score -2.421513e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94908 members 
Mstep: Class 2 contains 77087 members 
Entering Unmasked Estep 
Score: -24215450.000000 Penalty: 5979.389648
	Iteration 38Q: 3 clusters Score -2.421545e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96355 members 
Mstep: Class 2 contains 75640 members 
Entering Unmasked Estep 
Score: -24215764.000000 Penalty: 5979.389648
	Iteration 39Q: 3 clusters Score -2.421576e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97711 members 
Mstep: Class 2 contains 74284 members 
Entering Unmasked Estep 
Score: -24216070.000000 Penalty: 5979.389648
	Iteration 40F: 3 clusters Score -2.421607e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99200 members 
Mstep: Class 2 contains 72795 members 
Entering Unmasked Estep 
Score: -24216316.000000 Penalty: 5979.389648
	Iteration 41Q: 3 clusters Score -2.421632e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100629 members 
Mstep: Class 2 contains 71366 members 
Entering Unmasked Estep 
Score: -24216694.000000 Penalty: 5979.389648
	Iteration 42Q: 3 clusters Score -2.421669e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102004 members 
Mstep: Class 2 contains 69991 members 
Entering Unmasked Estep 
Score: -24216988.000000 Penalty: 5979.389648
	Iteration 43Q: 3 clusters Score -2.421699e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103249 members 
Mstep: Class 2 contains 68746 members 
Entering Unmasked Estep 
Score: -24217236.000000 Penalty: 5979.389648
	Iteration 44Q: 3 clusters Score -2.421724e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104482 members 
Mstep: Class 2 contains 67513 members 
Entering Unmasked Estep 
Score: -24217252.000000 Penalty: 5979.389648
	Iteration 45Q: 3 clusters Score -2.421725e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105693 members 
Mstep: Class 2 contains 66302 members 
Entering Unmasked Estep 
Score: -24217292.000000 Penalty: 5979.389648
	Iteration 46Q: 3 clusters Score -2.421729e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106881 members 
Mstep: Class 2 contains 65114 members 
Entering Unmasked Estep 
Score: -24217316.000000 Penalty: 5979.389648
	Iteration 47Q: 3 clusters Score -2.421732e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108063 members 
Mstep: Class 2 contains 63932 members 
Entering Unmasked Estep 
Score: -24217486.000000 Penalty: 5979.389648
	Iteration 48Q: 3 clusters Score -2.421749e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109226 members 
Mstep: Class 2 contains 62769 members 
Entering Unmasked Estep 
Score: -24217522.000000 Penalty: 5979.389648
	Iteration 49Q: 3 clusters Score -2.421752e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110349 members 
Mstep: Class 2 contains 61646 members 
Entering Unmasked Estep 
Score: -24217476.000000 Penalty: 5979.389648
	Iteration 50Q: 3 clusters Score -2.421748e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111471 members 
Mstep: Class 2 contains 60524 members 
Entering Unmasked Estep 
Score: -24217396.000000 Penalty: 5979.389648
	Iteration 51Q: 3 clusters Score -2.42174e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112575 members 
Mstep: Class 2 contains 59420 members 
Entering Unmasked Estep 
Score: -24217414.000000 Penalty: 5979.389648
	Iteration 52Q: 3 clusters Score -2.421741e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113650 members 
Mstep: Class 2 contains 58345 members 
Entering Unmasked Estep 
Score: -24217424.000000 Penalty: 5979.389648
	Iteration 53Q: 3 clusters Score -2.421742e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114674 members 
Mstep: Class 2 contains 57321 members 
Entering Unmasked Estep 
Score: -24217386.000000 Penalty: 5979.389648
	Iteration 54Q: 3 clusters Score -2.421739e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115705 members 
Mstep: Class 2 contains 56290 members 
Entering Unmasked Estep 
Score: -24217320.000000 Penalty: 5979.389648
	Iteration 55Q: 3 clusters Score -2.421732e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116775 members 
Mstep: Class 2 contains 55220 members 
Entering Unmasked Estep 
Score: -24217350.000000 Penalty: 5979.389648
	Iteration 56Q: 3 clusters Score -2.421735e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117857 members 
Mstep: Class 2 contains 54138 members 
Entering Unmasked Estep 
Score: -24217446.000000 Penalty: 5979.389648
	Iteration 57Q: 3 clusters Score -2.421745e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118931 members 
Mstep: Class 2 contains 53064 members 
Entering Unmasked Estep 
Score: -24217460.000000 Penalty: 5979.389648
	Iteration 58Q: 3 clusters Score -2.421746e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119978 members 
Mstep: Class 2 contains 52017 members 
Entering Unmasked Estep 
Score: -24217490.000000 Penalty: 5979.389648
	Iteration 59Q: 3 clusters Score -2.421749e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121002 members 
Mstep: Class 2 contains 50993 members 
Entering Unmasked Estep 
Score: -24217418.000000 Penalty: 5979.389648
	Iteration 60F: 3 clusters Score -2.421742e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121997 members 
Mstep: Class 2 contains 49998 members 
Entering Unmasked Estep 
Score: -24217490.000000 Penalty: 5979.389648
	Iteration 61Q: 3 clusters Score -2.421749e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122943 members 
Mstep: Class 2 contains 49052 members 
Entering Unmasked Estep 
Score: -24217458.000000 Penalty: 5979.389648
	Iteration 62Q: 3 clusters Score -2.421746e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123873 members 
Mstep: Class 2 contains 48122 members 
Entering Unmasked Estep 
Score: -24217490.000000 Penalty: 5979.389648
	Iteration 63Q: 3 clusters Score -2.421749e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124817 members 
Mstep: Class 2 contains 47178 members 
Entering Unmasked Estep 
Score: -24217598.000000 Penalty: 5979.389648
	Iteration 64Q: 3 clusters Score -2.42176e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125732 members 
Mstep: Class 2 contains 46263 members 
Entering Unmasked Estep 
Score: -24217528.000000 Penalty: 5979.389648
	Iteration 65Q: 3 clusters Score -2.421753e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126635 members 
Mstep: Class 2 contains 45360 members 
Entering Unmasked Estep 
Score: -24217496.000000 Penalty: 5979.389648
	Iteration 66Q: 3 clusters Score -2.42175e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127558 members 
Mstep: Class 2 contains 44437 members 
Entering Unmasked Estep 
Score: -24217520.000000 Penalty: 5979.389648
	Iteration 67Q: 3 clusters Score -2.421752e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128499 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -24217574.000000 Penalty: 5979.389648
	Iteration 68Q: 3 clusters Score -2.421757e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129471 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -24217634.000000 Penalty: 5979.389648
	Iteration 69Q: 3 clusters Score -2.421763e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130498 members 
Mstep: Class 2 contains 41497 members 
Entering Unmasked Estep 
Score: -24217752.000000 Penalty: 5979.389648
	Iteration 70Q: 3 clusters Score -2.421775e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131531 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -24217720.000000 Penalty: 5979.389648
	Iteration 71Q: 3 clusters Score -2.421772e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132596 members 
Mstep: Class 2 contains 39399 members 
Entering Unmasked Estep 
Score: -24217814.000000 Penalty: 5979.389648
	Iteration 72Q: 3 clusters Score -2.421781e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133627 members 
Mstep: Class 2 contains 38368 members 
Entering Unmasked Estep 
Score: -24217962.000000 Penalty: 5979.389648
	Iteration 73Q: 3 clusters Score -2.421796e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134635 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -24218106.000000 Penalty: 5979.389648
	Iteration 74Q: 3 clusters Score -2.421811e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135681 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -24218218.000000 Penalty: 5979.389648
	Iteration 75Q: 3 clusters Score -2.421822e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136794 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -24218244.000000 Penalty: 5979.389648
	Iteration 76Q: 3 clusters Score -2.421824e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137860 members 
Mstep: Class 2 contains 34135 members 
Entering Unmasked Estep 
Score: -24218442.000000 Penalty: 5979.389648
	Iteration 77Q: 3 clusters Score -2.421844e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138924 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -24218490.000000 Penalty: 5979.389648
	Iteration 78Q: 3 clusters Score -2.421849e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139998 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -24218712.000000 Penalty: 5979.389648
	Iteration 79Q: 3 clusters Score -2.421871e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141113 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -24218850.000000 Penalty: 5979.389648
	Iteration 80F: 3 clusters Score -2.421885e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142264 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -24219032.000000 Penalty: 5979.389648
	Iteration 81Q: 3 clusters Score -2.421903e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143424 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -24219318.000000 Penalty: 5979.389648
	Iteration 82Q: 3 clusters Score -2.421932e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144564 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -24219498.000000 Penalty: 5979.389648
	Iteration 83Q: 3 clusters Score -2.42195e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145688 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -24219700.000000 Penalty: 5979.389648
	Iteration 84Q: 3 clusters Score -2.42197e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146775 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -24219944.000000 Penalty: 5979.389648
	Iteration 85Q: 3 clusters Score -2.421994e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147902 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -24220194.000000 Penalty: 5979.389648
	Iteration 86Q: 3 clusters Score -2.422019e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149045 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -24220556.000000 Penalty: 5979.389648
	Iteration 87Q: 3 clusters Score -2.422056e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150242 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -24220688.000000 Penalty: 5979.389648
	Iteration 88Q: 3 clusters Score -2.422069e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151395 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -24221110.000000 Penalty: 5979.389648
	Iteration 89Q: 3 clusters Score -2.422111e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152518 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -24221628.000000 Penalty: 5979.389648
	Iteration 90Q: 3 clusters Score -2.422163e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153656 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -24222326.000000 Penalty: 5979.389648
	Iteration 91Q: 3 clusters Score -2.422233e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154768 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -24223036.000000 Penalty: 5979.389648
	Iteration 92Q: 3 clusters Score -2.422304e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155899 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -24223926.000000 Penalty: 5979.389648
	Iteration 93Q: 3 clusters Score -2.422393e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157082 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -24224794.000000 Penalty: 5979.389648
	Iteration 94Q: 3 clusters Score -2.422479e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158292 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -24225858.000000 Penalty: 5979.389648
	Iteration 95Q: 3 clusters Score -2.422586e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159522 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -24226574.000000 Penalty: 5979.389648
	Iteration 96Q: 3 clusters Score -2.422657e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160719 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -24227344.000000 Penalty: 5979.389648
	Iteration 97Q: 3 clusters Score -2.422734e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161873 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -24227926.000000 Penalty: 5979.389648
	Iteration 98Q: 3 clusters Score -2.422793e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162934 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -24228312.000000 Penalty: 5979.389648
	Iteration 99Q: 3 clusters Score -2.422831e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163962 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -24228880.000000 Penalty: 5979.389648
	Iteration 100F: 3 clusters Score -2.422888e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164932 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -24229342.000000 Penalty: 5979.389648
	Iteration 101Q: 3 clusters Score -2.422934e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165798 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -24229698.000000 Penalty: 5979.389648
	Iteration 102Q: 3 clusters Score -2.42297e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166554 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -24230080.000000 Penalty: 5979.389648
	Iteration 103Q: 3 clusters Score -2.423008e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167226 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -24230290.000000 Penalty: 5979.389648
	Iteration 104Q: 3 clusters Score -2.423029e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167773 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -24230360.000000 Penalty: 5979.389648
	Iteration 105Q: 3 clusters Score -2.423036e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168214 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -24230464.000000 Penalty: 5979.389648
	Iteration 106Q: 3 clusters Score -2.423046e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168584 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -24230494.000000 Penalty: 5979.389648
	Iteration 107Q: 3 clusters Score -2.423049e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168894 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -24230524.000000 Penalty: 5979.389648
	Iteration 108Q: 3 clusters Score -2.423052e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169158 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -24230530.000000 Penalty: 5979.389648
	Iteration 109Q: 3 clusters Score -2.423053e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169383 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -24230500.000000 Penalty: 5979.389648
	Iteration 110Q: 3 clusters Score -2.42305e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169569 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -24230504.000000 Penalty: 5979.389648
	Iteration 111Q: 3 clusters Score -2.42305e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169748 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -24230532.000000 Penalty: 5979.389648
	Iteration 112Q: 3 clusters Score -2.423053e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169878 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -24230554.000000 Penalty: 5979.389648
	Iteration 113Q: 3 clusters Score -2.423055e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169989 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -24230540.000000 Penalty: 5979.389648
	Iteration 114Q: 3 clusters Score -2.423054e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170097 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -24230514.000000 Penalty: 5979.389648
	Iteration 115Q: 3 clusters Score -2.423051e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170182 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -24230502.000000 Penalty: 5979.389648
	Iteration 116Q: 3 clusters Score -2.42305e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170264 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -24230520.000000 Penalty: 5979.389648
	Iteration 117Q: 3 clusters Score -2.423052e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170334 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -24230558.000000 Penalty: 5979.389648
	Iteration 118Q: 3 clusters Score -2.423056e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170416 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -24230566.000000 Penalty: 5979.389648
	Iteration 119Q: 3 clusters Score -2.423057e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170493 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -24230564.000000 Penalty: 5979.389648
	Iteration 120F: 3 clusters Score -2.423056e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170556 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -24230538.000000 Penalty: 5979.389648
	Iteration 121Q: 3 clusters Score -2.423054e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170612 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -24230558.000000 Penalty: 5979.389648
	Iteration 122Q: 3 clusters Score -2.423056e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170663 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -24230564.000000 Penalty: 5979.389648
	Iteration 123Q: 3 clusters Score -2.423056e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170701 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -24230538.000000 Penalty: 5979.389648
	Iteration 124Q: 3 clusters Score -2.423054e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170728 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -24230500.000000 Penalty: 5979.389648
	Iteration 125Q: 3 clusters Score -2.42305e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170755 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -24230484.000000 Penalty: 5979.389648
	Iteration 126Q: 3 clusters Score -2.423048e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170780 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -24230484.000000 Penalty: 5979.389648
	Iteration 127Q: 3 clusters Score -2.423048e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170801 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -24230498.000000 Penalty: 5979.389648
	Iteration 128Q: 3 clusters Score -2.42305e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170819 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -24230498.000000 Penalty: 5979.389648
	Iteration 129Q: 3 clusters Score -2.42305e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170836 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -24230502.000000 Penalty: 5979.389648
	Iteration 130Q: 3 clusters Score -2.42305e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170864 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -24230492.000000 Penalty: 5979.389648
	Iteration 131Q: 3 clusters Score -2.423049e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170884 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -24230498.000000 Penalty: 5979.389648
	Iteration 132Q: 3 clusters Score -2.42305e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170899 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -24230480.000000 Penalty: 5979.389648
	Iteration 133Q: 3 clusters Score -2.423048e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170917 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -24230478.000000 Penalty: 5979.389648
	Iteration 134Q: 3 clusters Score -2.423048e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170937 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -24230486.000000 Penalty: 5979.389648
	Iteration 135Q: 3 clusters Score -2.423049e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170950 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -24230460.000000 Penalty: 5979.389648
	Iteration 136Q: 3 clusters Score -2.423046e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170955 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -24230464.000000 Penalty: 5979.389648
	Iteration 137Q: 3 clusters Score -2.423046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170961 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -24230452.000000 Penalty: 5979.389648
	Iteration 138Q: 3 clusters Score -2.423045e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170969 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -24230464.000000 Penalty: 5979.389648
	Iteration 139Q: 3 clusters Score -2.423046e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170976 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -24230474.000000 Penalty: 5979.389648
	Iteration 140F: 3 clusters Score -2.423047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170978 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -24230466.000000 Penalty: 5979.389648
	Iteration 141Q: 3 clusters Score -2.423047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170981 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -24230460.000000 Penalty: 5979.389648
	Iteration 142Q: 3 clusters Score -2.423046e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170981 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -24230460.000000 Penalty: 5979.389648
	Iteration 143F: 3 clusters Score -2.423046e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -62858.054688 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -62858.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -61368.007812 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -61368.01 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -61639.542969 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -61639.54 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -61800.660156 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -61800.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -61914.636719 Penalty: 3115.076416
	Iteration 3Q: 3 clusters Score -61914.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -61954.816406 Penalty: 3115.076416
	Iteration 4Q: 3 clusters Score -61954.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -61989.503906 Penalty: 3115.076416
	Iteration 5Q: 3 clusters Score -61989.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -62031.664062 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -62031.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -62094.187500 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -62094.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -62197.417969 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -62197.42 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -62396.488281 Penalty: 3115.076416
	Iteration 9F: 3 clusters Score -62396.49 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -62666.992188 Penalty: 3115.076416
	Iteration 10F: 3 clusters Score -62666.99 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -63001.949219 Penalty: 3115.076416
	Iteration 11F: 3 clusters Score -63001.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -63360.335938 Penalty: 3115.076416
	Iteration 12Q: 3 clusters Score -63360.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -63545.046875 Penalty: 3115.076416
	Iteration 13Q: 3 clusters Score -63545.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -63742.519531 Penalty: 3115.076416
	Iteration 14Q: 3 clusters Score -63742.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -63866.734375 Penalty: 3115.076416
	Iteration 15Q: 3 clusters Score -63866.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -63866.734375 Penalty: 3115.076416
	Iteration 16F: 3 clusters Score -63866.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 822 members 
Mstep: Class 4 contains 148454 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3829 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 52103 members 
Mstep: Class 9 contains 85272 members 
Mstep: Class 10 contains 1034 members 
Mstep: Class 11 contains 17105 members 
Mstep: Class 12 contains 27114 members 
Mstep: Class 13 contains 16122 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1710 members 
Mstep: Class 16 contains 17589 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 65995 members 
Mstep: Class 19 contains 7345 members 
Mstep: Class 20 contains 122278 members 
Mstep: Class 21 contains 19290 members 
Mstep: Class 22 contains 165450 members 
Mstep: Class 23 contains 171995 members 
Mstep: Class 24 contains 265 members 
Mstep: Class 25 contains 496 members 
Mstep: Class 26 contains 269 members 
Entering Unmasked Estep 
Score: -132692720.000000 Penalty: 88826.445312
Splitting cluster 24 changes total score from -132693552.000000 to -132692720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -56803.230469 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -56803.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -55337.046875 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -55337.05 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -55541.460938 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -55541.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -55629.539062 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -55629.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -55681.312500 Penalty: 3078.461670
	Iteration 3Q: 3 clusters Score -55681.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -55728.167969 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -55728.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -55799.273438 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -55799.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -55867.917969 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -55867.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -55894.554688 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -55894.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -55928.640625 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -55928.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -55969.382812 Penalty: 3078.461670
	Iteration 9Q: 3 clusters Score -55969.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -55981.597656 Penalty: 3078.461670
	Iteration 10Q: 3 clusters Score -55981.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -55994.125000 Penalty: 3078.461670
	Iteration 11Q: 3 clusters Score -55994.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -56003.996094 Penalty: 3078.461670
	Iteration 12Q: 3 clusters Score -56004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -56010.542969 Penalty: 3078.461670
	Iteration 13Q: 3 clusters Score -56010.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -56014.964844 Penalty: 3078.461670
	Iteration 14Q: 3 clusters Score -56014.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -56014.964844 Penalty: 3078.461670
	Iteration 15F: 3 clusters Score -56014.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 822 members 
Mstep: Class 4 contains 148454 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3829 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 52103 members 
Mstep: Class 9 contains 85272 members 
Mstep: Class 10 contains 1034 members 
Mstep: Class 11 contains 17105 members 
Mstep: Class 12 contains 27114 members 
Mstep: Class 13 contains 16122 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1710 members 
Mstep: Class 16 contains 17589 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 65995 members 
Mstep: Class 19 contains 7345 members 
Mstep: Class 20 contains 122278 members 
Mstep: Class 21 contains 19290 members 
Mstep: Class 22 contains 165450 members 
Mstep: Class 23 contains 171995 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132693648.000000 Penalty: 85410.039062
Iteration 279Q: 26 clusters Score -1.326936e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 823 members 
Mstep: Class 4 contains 148530 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3829 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 52179 members 
Mstep: Class 9 contains 85218 members 
Mstep: Class 10 contains 1034 members 
Mstep: Class 11 contains 17088 members 
Mstep: Class 12 contains 27130 members 
Mstep: Class 13 contains 16105 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1710 members 
Mstep: Class 16 contains 17582 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 65996 members 
Mstep: Class 19 contains 7344 members 
Mstep: Class 20 contains 122251 members 
Mstep: Class 21 contains 19286 members 
Mstep: Class 22 contains 165442 members 
Mstep: Class 23 contains 171971 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132693664.000000 Penalty: 85410.039062
Iteration 280F: 26 clusters Score -1.326937e+08 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 823 members 
Mstep: Class 4 contains 148590 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3829 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 52261 members 
Mstep: Class 9 contains 85157 members 
Mstep: Class 10 contains 1034 members 
Mstep: Class 11 contains 17071 members 
Mstep: Class 12 contains 27139 members 
Mstep: Class 13 contains 16093 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1707 members 
Mstep: Class 16 contains 17575 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 65992 members 
Mstep: Class 19 contains 7344 members 
Mstep: Class 20 contains 122202 members 
Mstep: Class 21 contains 19280 members 
Mstep: Class 22 contains 165468 members 
Mstep: Class 23 contains 171956 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132693728.000000 Penalty: 85410.039062
Iteration 281Q: 26 clusters Score -1.326937e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33570 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 823 members 
Mstep: Class 4 contains 148649 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3829 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 52308 members 
Mstep: Class 9 contains 85090 members 
Mstep: Class 10 contains 1034 members 
Mstep: Class 11 contains 17064 members 
Mstep: Class 12 contains 27143 members 
Mstep: Class 13 contains 16087 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 17569 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 65991 members 
Mstep: Class 19 contains 7347 members 
Mstep: Class 20 contains 122179 members 
Mstep: Class 21 contains 19277 members 
Mstep: Class 22 contains 165493 members 
Mstep: Class 23 contains 171945 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132693704.000000 Penalty: 85410.039062
Iteration 282Q: 26 clusters Score -1.326937e+08 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 822 members 
Mstep: Class 4 contains 148741 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3829 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 52356 members 
Mstep: Class 9 contains 85033 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 17058 members 
Mstep: Class 12 contains 27155 members 
Mstep: Class 13 contains 16075 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 17564 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66001 members 
Mstep: Class 19 contains 7344 members 
Mstep: Class 20 contains 122136 members 
Mstep: Class 21 contains 19259 members 
Mstep: Class 22 contains 165511 members 
Mstep: Class 23 contains 171923 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132693784.000000 Penalty: 85410.039062
Iteration 283Q: 26 clusters Score -1.326938e+08 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 825 members 
Mstep: Class 4 contains 148834 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3829 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 52423 members 
Mstep: Class 9 contains 84984 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 17049 members 
Mstep: Class 12 contains 27157 members 
Mstep: Class 13 contains 16065 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1707 members 
Mstep: Class 16 contains 17561 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 65996 members 
Mstep: Class 19 contains 7344 members 
Mstep: Class 20 contains 122088 members 
Mstep: Class 21 contains 19248 members 
Mstep: Class 22 contains 165514 members 
Mstep: Class 23 contains 171900 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132693824.000000 Penalty: 85410.039062
Iteration 284Q: 26 clusters Score -1.326938e+08 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 826 members 
Mstep: Class 4 contains 148946 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3829 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 52493 members 
Mstep: Class 9 contains 84934 members 
Mstep: Class 10 contains 1031 members 
Mstep: Class 11 contains 17046 members 
Mstep: Class 12 contains 27165 members 
Mstep: Class 13 contains 16054 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1707 members 
Mstep: Class 16 contains 17557 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 65990 members 
Mstep: Class 19 contains 7340 members 
Mstep: Class 20 contains 122034 members 
Mstep: Class 21 contains 19246 members 
Mstep: Class 22 contains 165486 members 
Mstep: Class 23 contains 171887 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132693880.000000 Penalty: 85410.039062
Iteration 285Q: 26 clusters Score -1.326939e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 826 members 
Mstep: Class 4 contains 149044 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3829 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 52557 members 
Mstep: Class 9 contains 84880 members 
Mstep: Class 10 contains 1031 members 
Mstep: Class 11 contains 17039 members 
Mstep: Class 12 contains 27175 members 
Mstep: Class 13 contains 16049 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1709 members 
Mstep: Class 16 contains 17554 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 65988 members 
Mstep: Class 19 contains 7337 members 
Mstep: Class 20 contains 121993 members 
Mstep: Class 21 contains 19237 members 
Mstep: Class 22 contains 165465 members 
Mstep: Class 23 contains 171863 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132693600.000000 Penalty: 85410.039062
Iteration 286Q: 26 clusters Score -1.326936e+08 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 826 members 
Mstep: Class 4 contains 149114 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3829 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 52604 members 
Mstep: Class 9 contains 84826 members 
Mstep: Class 10 contains 1031 members 
Mstep: Class 11 contains 17040 members 
Mstep: Class 12 contains 27182 members 
Mstep: Class 13 contains 16039 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1710 members 
Mstep: Class 16 contains 17551 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 65989 members 
Mstep: Class 19 contains 7335 members 
Mstep: Class 20 contains 121964 members 
Mstep: Class 21 contains 19226 members 
Mstep: Class 22 contains 165471 members 
Mstep: Class 23 contains 171848 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132693520.000000 Penalty: 85410.039062
Iteration 287Q: 26 clusters Score -1.326935e+08 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 826 members 
Mstep: Class 4 contains 149178 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3829 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 52666 members 
Mstep: Class 9 contains 84780 members 
Mstep: Class 10 contains 1031 members 
Mstep: Class 11 contains 17030 members 
Mstep: Class 12 contains 27188 members 
Mstep: Class 13 contains 16036 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1709 members 
Mstep: Class 16 contains 17550 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 65989 members 
Mstep: Class 19 contains 7333 members 
Mstep: Class 20 contains 121939 members 
Mstep: Class 21 contains 19218 members 
Mstep: Class 22 contains 165468 members 
Mstep: Class 23 contains 171820 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132693728.000000 Penalty: 85410.039062
Iteration 288Q: 26 clusters Score -1.326937e+08 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 149266 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3829 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 52720 members 
Mstep: Class 9 contains 84742 members 
Mstep: Class 10 contains 1031 members 
Mstep: Class 11 contains 17015 members 
Mstep: Class 12 contains 27186 members 
Mstep: Class 13 contains 16021 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1708 members 
Mstep: Class 16 contains 17550 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 65999 members 
Mstep: Class 19 contains 7329 members 
Mstep: Class 20 contains 121897 members 
Mstep: Class 21 contains 19220 members 
Mstep: Class 22 contains 165469 members 
Mstep: Class 23 contains 171783 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132693760.000000 Penalty: 85410.039062
Iteration 289Q: 26 clusters Score -1.326938e+08 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 149364 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3829 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 52793 members 
Mstep: Class 9 contains 84710 members 
Mstep: Class 10 contains 1031 members 
Mstep: Class 11 contains 17012 members 
Mstep: Class 12 contains 27189 members 
Mstep: Class 13 contains 16006 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1708 members 
Mstep: Class 16 contains 17550 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66007 members 
Mstep: Class 19 contains 7325 members 
Mstep: Class 20 contains 121842 members 
Mstep: Class 21 contains 19215 members 
Mstep: Class 22 contains 165466 members 
Mstep: Class 23 contains 171725 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132693896.000000 Penalty: 85410.039062
Iteration 290Q: 26 clusters Score -1.326939e+08 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 149439 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3829 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 52853 members 
Mstep: Class 9 contains 84681 members 
Mstep: Class 10 contains 1031 members 
Mstep: Class 11 contains 17005 members 
Mstep: Class 12 contains 27196 members 
Mstep: Class 13 contains 15998 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1709 members 
Mstep: Class 16 contains 17552 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66010 members 
Mstep: Class 19 contains 7325 members 
Mstep: Class 20 contains 121794 members 
Mstep: Class 21 contains 19209 members 
Mstep: Class 22 contains 165444 members 
Mstep: Class 23 contains 171694 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132694008.000000 Penalty: 85410.039062
Iteration 291Q: 26 clusters Score -1.32694e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 149499 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3829 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 52932 members 
Mstep: Class 9 contains 84639 members 
Mstep: Class 10 contains 1031 members 
Mstep: Class 11 contains 17003 members 
Mstep: Class 12 contains 27199 members 
Mstep: Class 13 contains 15982 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1710 members 
Mstep: Class 16 contains 17549 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66013 members 
Mstep: Class 19 contains 7324 members 
Mstep: Class 20 contains 121750 members 
Mstep: Class 21 contains 19197 members 
Mstep: Class 22 contains 165439 members 
Mstep: Class 23 contains 171660 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132694120.000000 Penalty: 85410.039062
Iteration 292Q: 26 clusters Score -1.326941e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 149546 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 53009 members 
Mstep: Class 9 contains 84594 members 
Mstep: Class 10 contains 1030 members 
Mstep: Class 11 contains 16998 members 
Mstep: Class 12 contains 27206 members 
Mstep: Class 13 contains 15963 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1712 members 
Mstep: Class 16 contains 17546 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66013 members 
Mstep: Class 19 contains 7324 members 
Mstep: Class 20 contains 121708 members 
Mstep: Class 21 contains 19188 members 
Mstep: Class 22 contains 165448 members 
Mstep: Class 23 contains 171635 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132694200.000000 Penalty: 85410.039062
Iteration 293Q: 26 clusters Score -1.326942e+08 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 149556 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 53070 members 
Mstep: Class 9 contains 84572 members 
Mstep: Class 10 contains 1030 members 
Mstep: Class 11 contains 16996 members 
Mstep: Class 12 contains 27214 members 
Mstep: Class 13 contains 15945 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1712 members 
Mstep: Class 16 contains 17545 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66019 members 
Mstep: Class 19 contains 7325 members 
Mstep: Class 20 contains 121676 members 
Mstep: Class 21 contains 19181 members 
Mstep: Class 22 contains 165460 members 
Mstep: Class 23 contains 171604 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132694184.000000 Penalty: 85410.039062
Iteration 294Q: 26 clusters Score -1.326942e+08 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 826 members 
Mstep: Class 4 contains 149583 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 53136 members 
Mstep: Class 9 contains 84549 members 
Mstep: Class 10 contains 1030 members 
Mstep: Class 11 contains 16985 members 
Mstep: Class 12 contains 27215 members 
Mstep: Class 13 contains 15935 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1712 members 
Mstep: Class 16 contains 17543 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66016 members 
Mstep: Class 19 contains 7325 members 
Mstep: Class 20 contains 121640 members 
Mstep: Class 21 contains 19178 members 
Mstep: Class 22 contains 165485 members 
Mstep: Class 23 contains 171562 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132694128.000000 Penalty: 85410.039062
Iteration 295Q: 26 clusters Score -1.326941e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 826 members 
Mstep: Class 4 contains 149613 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 53184 members 
Mstep: Class 9 contains 84515 members 
Mstep: Class 10 contains 1030 members 
Mstep: Class 11 contains 16984 members 
Mstep: Class 12 contains 27227 members 
Mstep: Class 13 contains 15924 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1712 members 
Mstep: Class 16 contains 17537 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66012 members 
Mstep: Class 19 contains 7329 members 
Mstep: Class 20 contains 121627 members 
Mstep: Class 21 contains 19168 members 
Mstep: Class 22 contains 165510 members 
Mstep: Class 23 contains 171520 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132694384.000000 Penalty: 85410.039062
Iteration 296Q: 26 clusters Score -1.326944e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 826 members 
Mstep: Class 4 contains 149620 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 53238 members 
Mstep: Class 9 contains 84484 members 
Mstep: Class 10 contains 1030 members 
Mstep: Class 11 contains 16982 members 
Mstep: Class 12 contains 27232 members 
Mstep: Class 13 contains 15915 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1712 members 
Mstep: Class 16 contains 17536 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66012 members 
Mstep: Class 19 contains 7327 members 
Mstep: Class 20 contains 121602 members 
Mstep: Class 21 contains 19165 members 
Mstep: Class 22 contains 165530 members 
Mstep: Class 23 contains 171491 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132694336.000000 Penalty: 85410.039062
Iteration 297Q: 26 clusters Score -1.326943e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33570 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 826 members 
Mstep: Class 4 contains 149646 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 53283 members 
Mstep: Class 9 contains 84447 members 
Mstep: Class 10 contains 1030 members 
Mstep: Class 11 contains 16976 members 
Mstep: Class 12 contains 27237 members 
Mstep: Class 13 contains 15913 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1712 members 
Mstep: Class 16 contains 17538 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66015 members 
Mstep: Class 19 contains 7327 members 
Mstep: Class 20 contains 121577 members 
Mstep: Class 21 contains 19152 members 
Mstep: Class 22 contains 165548 members 
Mstep: Class 23 contains 171476 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132694280.000000 Penalty: 85410.039062
Iteration 298Q: 26 clusters Score -1.326943e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 826 members 
Mstep: Class 4 contains 149653 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 53335 members 
Mstep: Class 9 contains 84423 members 
Mstep: Class 10 contains 1030 members 
Mstep: Class 11 contains 16972 members 
Mstep: Class 12 contains 27246 members 
Mstep: Class 13 contains 15909 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1712 members 
Mstep: Class 16 contains 17539 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66028 members 
Mstep: Class 19 contains 7329 members 
Mstep: Class 20 contains 121548 members 
Mstep: Class 21 contains 19142 members 
Mstep: Class 22 contains 165541 members 
Mstep: Class 23 contains 171471 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132694328.000000 Penalty: 85410.039062
Iteration 299Q: 26 clusters Score -1.326943e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 826 members 
Mstep: Class 4 contains 149698 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 53360 members 
Mstep: Class 9 contains 84414 members 
Mstep: Class 10 contains 1030 members 
Mstep: Class 11 contains 16971 members 
Mstep: Class 12 contains 27250 members 
Mstep: Class 13 contains 15904 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1712 members 
Mstep: Class 16 contains 17536 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66032 members 
Mstep: Class 19 contains 7329 members 
Mstep: Class 20 contains 121531 members 
Mstep: Class 21 contains 19134 members 
Mstep: Class 22 contains 165522 members 
Mstep: Class 23 contains 171463 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132694216.000000 Penalty: 85410.039062
Iteration 300F: 26 clusters Score -1.326942e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 149754 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 53404 members 
Mstep: Class 9 contains 84390 members 
Mstep: Class 10 contains 1031 members 
Mstep: Class 11 contains 16960 members 
Mstep: Class 12 contains 27249 members 
Mstep: Class 13 contains 15898 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1712 members 
Mstep: Class 16 contains 17532 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66031 members 
Mstep: Class 19 contains 7333 members 
Mstep: Class 20 contains 121512 members 
Mstep: Class 21 contains 19135 members 
Mstep: Class 22 contains 165508 members 
Mstep: Class 23 contains 171442 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132694392.000000 Penalty: 85410.039062
Iteration 301Q: 26 clusters Score -1.326944e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 828 members 
Mstep: Class 4 contains 149834 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 53442 members 
Mstep: Class 9 contains 84360 members 
Mstep: Class 10 contains 1031 members 
Mstep: Class 11 contains 16949 members 
Mstep: Class 12 contains 27244 members 
Mstep: Class 13 contains 15890 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1712 members 
Mstep: Class 16 contains 17531 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66032 members 
Mstep: Class 19 contains 7335 members 
Mstep: Class 20 contains 121481 members 
Mstep: Class 21 contains 19125 members 
Mstep: Class 22 contains 165510 members 
Mstep: Class 23 contains 171419 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132694560.000000 Penalty: 85410.039062
Iteration 302Q: 26 clusters Score -1.326946e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 828 members 
Mstep: Class 4 contains 149891 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 53487 members 
Mstep: Class 9 contains 84330 members 
Mstep: Class 10 contains 1031 members 
Mstep: Class 11 contains 16932 members 
Mstep: Class 12 contains 27249 members 
Mstep: Class 13 contains 15881 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1712 members 
Mstep: Class 16 contains 17528 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66034 members 
Mstep: Class 19 contains 7338 members 
Mstep: Class 20 contains 121450 members 
Mstep: Class 21 contains 19125 members 
Mstep: Class 22 contains 165509 members 
Mstep: Class 23 contains 171401 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132694520.000000 Penalty: 85410.039062
Iteration 303Q: 26 clusters Score -1.326945e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 828 members 
Mstep: Class 4 contains 149973 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 53559 members 
Mstep: Class 9 contains 84302 members 
Mstep: Class 10 contains 1031 members 
Mstep: Class 11 contains 16916 members 
Mstep: Class 12 contains 27245 members 
Mstep: Class 13 contains 15873 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1712 members 
Mstep: Class 16 contains 17524 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66035 members 
Mstep: Class 19 contains 7337 members 
Mstep: Class 20 contains 121417 members 
Mstep: Class 21 contains 19119 members 
Mstep: Class 22 contains 165477 members 
Mstep: Class 23 contains 171378 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132694536.000000 Penalty: 85410.039062
Iteration 304Q: 26 clusters Score -1.326945e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 828 members 
Mstep: Class 4 contains 150020 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 53616 members 
Mstep: Class 9 contains 84289 members 
Mstep: Class 10 contains 1031 members 
Mstep: Class 11 contains 16907 members 
Mstep: Class 12 contains 27245 members 
Mstep: Class 13 contains 15873 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1712 members 
Mstep: Class 16 contains 17521 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66040 members 
Mstep: Class 19 contains 7337 members 
Mstep: Class 20 contains 121392 members 
Mstep: Class 21 contains 19115 members 
Mstep: Class 22 contains 165450 members 
Mstep: Class 23 contains 171352 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132694536.000000 Penalty: 85410.039062
Iteration 305Q: 26 clusters Score -1.326945e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 828 members 
Mstep: Class 4 contains 150082 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 53668 members 
Mstep: Class 9 contains 84266 members 
Mstep: Class 10 contains 1031 members 
Mstep: Class 11 contains 16893 members 
Mstep: Class 12 contains 27246 members 
Mstep: Class 13 contains 15867 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1712 members 
Mstep: Class 16 contains 17520 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66045 members 
Mstep: Class 19 contains 7338 members 
Mstep: Class 20 contains 121368 members 
Mstep: Class 21 contains 19116 members 
Mstep: Class 22 contains 165417 members 
Mstep: Class 23 contains 171327 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132694720.000000 Penalty: 85410.039062
Iteration 306Q: 26 clusters Score -1.326947e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 828 members 
Mstep: Class 4 contains 150113 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 53724 members 
Mstep: Class 9 contains 84242 members 
Mstep: Class 10 contains 1031 members 
Mstep: Class 11 contains 16882 members 
Mstep: Class 12 contains 27251 members 
Mstep: Class 13 contains 15860 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1712 members 
Mstep: Class 16 contains 17521 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66040 members 
Mstep: Class 19 contains 7338 members 
Mstep: Class 20 contains 121345 members 
Mstep: Class 21 contains 19115 members 
Mstep: Class 22 contains 165411 members 
Mstep: Class 23 contains 171303 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132694768.000000 Penalty: 85410.039062
Iteration 307Q: 26 clusters Score -1.326948e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 828 members 
Mstep: Class 4 contains 150144 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 53781 members 
Mstep: Class 9 contains 84224 members 
Mstep: Class 10 contains 1031 members 
Mstep: Class 11 contains 16873 members 
Mstep: Class 12 contains 27252 members 
Mstep: Class 13 contains 15856 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1712 members 
Mstep: Class 16 contains 17521 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66034 members 
Mstep: Class 19 contains 7338 members 
Mstep: Class 20 contains 121320 members 
Mstep: Class 21 contains 19113 members 
Mstep: Class 22 contains 165395 members 
Mstep: Class 23 contains 171289 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132694816.000000 Penalty: 85410.039062
Iteration 308Q: 26 clusters Score -1.326948e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 828 members 
Mstep: Class 4 contains 150173 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 53830 members 
Mstep: Class 9 contains 84198 members 
Mstep: Class 10 contains 1031 members 
Mstep: Class 11 contains 16866 members 
Mstep: Class 12 contains 27255 members 
Mstep: Class 13 contains 15846 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1712 members 
Mstep: Class 16 contains 17520 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66028 members 
Mstep: Class 19 contains 7338 members 
Mstep: Class 20 contains 121287 members 
Mstep: Class 21 contains 19105 members 
Mstep: Class 22 contains 165416 members 
Mstep: Class 23 contains 171277 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132694936.000000 Penalty: 85410.039062
Iteration 309Q: 26 clusters Score -1.326949e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 828 members 
Mstep: Class 4 contains 150200 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 53873 members 
Mstep: Class 9 contains 84180 members 
Mstep: Class 10 contains 1031 members 
Mstep: Class 11 contains 16856 members 
Mstep: Class 12 contains 27258 members 
Mstep: Class 13 contains 15838 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1712 members 
Mstep: Class 16 contains 17518 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66024 members 
Mstep: Class 19 contains 7338 members 
Mstep: Class 20 contains 121271 members 
Mstep: Class 21 contains 19101 members 
Mstep: Class 22 contains 165421 members 
Mstep: Class 23 contains 171263 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695072.000000 Penalty: 85410.039062
Iteration 310Q: 26 clusters Score -1.326951e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 828 members 
Mstep: Class 4 contains 150243 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 53915 members 
Mstep: Class 9 contains 84165 members 
Mstep: Class 10 contains 1031 members 
Mstep: Class 11 contains 16845 members 
Mstep: Class 12 contains 27257 members 
Mstep: Class 13 contains 15831 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1712 members 
Mstep: Class 16 contains 17517 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66019 members 
Mstep: Class 19 contains 7337 members 
Mstep: Class 20 contains 121249 members 
Mstep: Class 21 contains 19103 members 
Mstep: Class 22 contains 165422 members 
Mstep: Class 23 contains 171246 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695032.000000 Penalty: 85410.039062
Iteration 311Q: 26 clusters Score -1.32695e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 828 members 
Mstep: Class 4 contains 150306 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 53971 members 
Mstep: Class 9 contains 84144 members 
Mstep: Class 10 contains 1031 members 
Mstep: Class 11 contains 16834 members 
Mstep: Class 12 contains 27259 members 
Mstep: Class 13 contains 15826 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1712 members 
Mstep: Class 16 contains 17518 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66011 members 
Mstep: Class 19 contains 7337 members 
Mstep: Class 20 contains 121216 members 
Mstep: Class 21 contains 19103 members 
Mstep: Class 22 contains 165406 members 
Mstep: Class 23 contains 171214 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132694920.000000 Penalty: 85410.039062
Iteration 312Q: 26 clusters Score -1.326949e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 828 members 
Mstep: Class 4 contains 150342 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 54021 members 
Mstep: Class 9 contains 84119 members 
Mstep: Class 10 contains 1031 members 
Mstep: Class 11 contains 16828 members 
Mstep: Class 12 contains 27260 members 
Mstep: Class 13 contains 15820 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1712 members 
Mstep: Class 16 contains 17516 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66003 members 
Mstep: Class 19 contains 7339 members 
Mstep: Class 20 contains 121200 members 
Mstep: Class 21 contains 19098 members 
Mstep: Class 22 contains 165403 members 
Mstep: Class 23 contains 171182 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132694960.000000 Penalty: 85410.039062
Iteration 313Q: 26 clusters Score -1.32695e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 828 members 
Mstep: Class 4 contains 150360 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 54067 members 
Mstep: Class 9 contains 84086 members 
Mstep: Class 10 contains 1031 members 
Mstep: Class 11 contains 16823 members 
Mstep: Class 12 contains 27263 members 
Mstep: Class 13 contains 15818 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1712 members 
Mstep: Class 16 contains 17518 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 65996 members 
Mstep: Class 19 contains 7337 members 
Mstep: Class 20 contains 121177 members 
Mstep: Class 21 contains 19096 members 
Mstep: Class 22 contains 165416 members 
Mstep: Class 23 contains 171158 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132694856.000000 Penalty: 85410.039062
Iteration 314Q: 26 clusters Score -1.326949e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 150370 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 54096 members 
Mstep: Class 9 contains 84064 members 
Mstep: Class 10 contains 1031 members 
Mstep: Class 11 contains 16820 members 
Mstep: Class 12 contains 27264 members 
Mstep: Class 13 contains 15821 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1712 members 
Mstep: Class 16 contains 17517 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 65997 members 
Mstep: Class 19 contains 7336 members 
Mstep: Class 20 contains 121153 members 
Mstep: Class 21 contains 19093 members 
Mstep: Class 22 contains 165427 members 
Mstep: Class 23 contains 171150 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132694816.000000 Penalty: 85410.039062
Iteration 315Q: 26 clusters Score -1.326948e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 150389 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 54128 members 
Mstep: Class 9 contains 84029 members 
Mstep: Class 10 contains 1031 members 
Mstep: Class 11 contains 16818 members 
Mstep: Class 12 contains 27266 members 
Mstep: Class 13 contains 15823 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1712 members 
Mstep: Class 16 contains 17518 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66001 members 
Mstep: Class 19 contains 7336 members 
Mstep: Class 20 contains 121135 members 
Mstep: Class 21 contains 19092 members 
Mstep: Class 22 contains 165441 members 
Mstep: Class 23 contains 171133 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132694840.000000 Penalty: 85410.039062
Iteration 316Q: 26 clusters Score -1.326948e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 826 members 
Mstep: Class 4 contains 150404 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 54145 members 
Mstep: Class 9 contains 84005 members 
Mstep: Class 10 contains 1031 members 
Mstep: Class 11 contains 16813 members 
Mstep: Class 12 contains 27268 members 
Mstep: Class 13 contains 15821 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1712 members 
Mstep: Class 16 contains 17518 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66005 members 
Mstep: Class 19 contains 7338 members 
Mstep: Class 20 contains 121110 members 
Mstep: Class 21 contains 19089 members 
Mstep: Class 22 contains 165457 members 
Mstep: Class 23 contains 171132 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132694848.000000 Penalty: 85410.039062
Iteration 317Q: 26 clusters Score -1.326948e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 825 members 
Mstep: Class 4 contains 150417 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 54171 members 
Mstep: Class 9 contains 83991 members 
Mstep: Class 10 contains 1031 members 
Mstep: Class 11 contains 16808 members 
Mstep: Class 12 contains 27274 members 
Mstep: Class 13 contains 15814 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1712 members 
Mstep: Class 16 contains 17512 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66008 members 
Mstep: Class 19 contains 7339 members 
Mstep: Class 20 contains 121080 members 
Mstep: Class 21 contains 19084 members 
Mstep: Class 22 contains 165480 members 
Mstep: Class 23 contains 171121 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132694816.000000 Penalty: 85410.039062
Iteration 318Q: 26 clusters Score -1.326948e+08 nChanged 393
Entering ConstructFrom: 
Score: -132694816.000000 Penalty: 85410.039062
Entering ConstructFrom: 
Trying to split cluster 1 (33614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Entering Unmasked Estep 
Score: -4762246.500000 Penalty: 2584.829102
	Iteration 0F: 2 clusters Score -4762246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -4739217.500000 Penalty: 5169.658203
	Iteration 0F: 3 clusters Score -4739218 nChanged 15168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -4747455.000000 Penalty: 5169.658203
	Iteration 1F: 3 clusters Score -4747455 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -4747903.000000 Penalty: 5169.658203
	Iteration 2Q: 3 clusters Score -4747903 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -4748308.500000 Penalty: 5169.658203
	Iteration 3Q: 3 clusters Score -4748308 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -4748720.500000 Penalty: 5169.658203
	Iteration 4Q: 3 clusters Score -4748720 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -4749116.000000 Penalty: 5169.658203
	Iteration 5Q: 3 clusters Score -4749116 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -4749496.500000 Penalty: 5169.658203
	Iteration 6Q: 3 clusters Score -4749496 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -4749989.500000 Penalty: 5169.658203
	Iteration 7Q: 3 clusters Score -4749990 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -4750623.000000 Penalty: 5169.658203
	Iteration 8Q: 3 clusters Score -4750623 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -4751404.500000 Penalty: 5169.658203
	Iteration 9Q: 3 clusters Score -4751404 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -4752449.000000 Penalty: 5169.658203
	Iteration 10F: 3 clusters Score -4752449 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -4753708.000000 Penalty: 5169.658203
	Iteration 11F: 3 clusters Score -4753708 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -4755262.000000 Penalty: 5169.658203
	Iteration 12F: 3 clusters Score -4755262 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -4756805.500000 Penalty: 5169.658203
	Iteration 13F: 3 clusters Score -4756806 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -4758251.000000 Penalty: 5169.658203
	Iteration 14F: 3 clusters Score -4758251 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -4759375.000000 Penalty: 5169.658203
	Iteration 15Q: 3 clusters Score -4759375 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -4760190.500000 Penalty: 5169.658203
	Iteration 16Q: 3 clusters Score -4760190 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -4760681.500000 Penalty: 5169.658203
	Iteration 17Q: 3 clusters Score -4760682 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -4760940.500000 Penalty: 5169.658203
	Iteration 18Q: 3 clusters Score -4760940 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -4761083.000000 Penalty: 5169.658203
	Iteration 19Q: 3 clusters Score -4761083 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -4761178.000000 Penalty: 5169.658203
	Iteration 20F: 3 clusters Score -4761178 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -4761219.000000 Penalty: 5169.658203
	Iteration 21Q: 3 clusters Score -4761219 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -4761257.500000 Penalty: 5169.658203
	Iteration 22Q: 3 clusters Score -4761258 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -4761277.000000 Penalty: 5169.658203
	Iteration 23Q: 3 clusters Score -4761277 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -4761295.000000 Penalty: 5169.658203
	Iteration 24Q: 3 clusters Score -4761295 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -4761311.500000 Penalty: 5169.658203
	Iteration 25Q: 3 clusters Score -4761312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -4761325.500000 Penalty: 5169.658203
	Iteration 26Q: 3 clusters Score -4761326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -4761336.500000 Penalty: 5169.658203
	Iteration 27Q: 3 clusters Score -4761336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -4761338.000000 Penalty: 5169.658203
	Iteration 28Q: 3 clusters Score -4761338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -4761334.000000 Penalty: 5169.658203
	Iteration 29Q: 3 clusters Score -4761334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -4761339.500000 Penalty: 5169.658203
	Iteration 30Q: 3 clusters Score -4761340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -4761338.000000 Penalty: 5169.658203
	Iteration 31Q: 3 clusters Score -4761338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -4761346.000000 Penalty: 5169.658203
	Iteration 32Q: 3 clusters Score -4761346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -4761342.000000 Penalty: 5169.658203
	Iteration 33Q: 3 clusters Score -4761342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -4761342.000000 Penalty: 5169.658203
	Iteration 34F: 3 clusters Score -4761342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -186369.593750 Penalty: 1791.738892
	Iteration 0F: 2 clusters Score -186369.6 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 693 members 
Entering Unmasked Estep 
Score: -184161.671875 Penalty: 3583.477783
	Iteration 0F: 3 clusters Score -184161.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -184510.234375 Penalty: 3583.477783
	Iteration 1F: 3 clusters Score -184510.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -184602.750000 Penalty: 3583.477783
	Iteration 2F: 3 clusters Score -184602.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -184647.281250 Penalty: 3583.477783
	Iteration 3Q: 3 clusters Score -184647.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -184678.390625 Penalty: 3583.477783
	Iteration 4Q: 3 clusters Score -184678.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -184718.312500 Penalty: 3583.477783
	Iteration 5Q: 3 clusters Score -184718.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -184752.281250 Penalty: 3583.477783
	Iteration 6Q: 3 clusters Score -184752.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -184774.906250 Penalty: 3583.477783
	Iteration 7Q: 3 clusters Score -184774.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -184794.125000 Penalty: 3583.477783
	Iteration 8Q: 3 clusters Score -184794.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -184806.046875 Penalty: 3583.477783
	Iteration 9Q: 3 clusters Score -184806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -184814.265625 Penalty: 3583.477783
	Iteration 10Q: 3 clusters Score -184814.3 nChanged 8
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: -184823.265625 Penalty: 3583.477783
	Iteration 11Q: 3 clusters Score -184823.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -184833.046875 Penalty: 3583.477783
	Iteration 12Q: 3 clusters Score -184833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -184837.484375 Penalty: 3583.477783
	Iteration 13Q: 3 clusters Score -184837.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -184839.828125 Penalty: 3583.477783
	Iteration 14Q: 3 clusters Score -184839.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -184843.703125 Penalty: 3583.477783
	Iteration 15Q: 3 clusters Score -184843.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -184853.281250 Penalty: 3583.477783
	Iteration 16Q: 3 clusters Score -184853.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -184862.484375 Penalty: 3583.477783
	Iteration 17Q: 3 clusters Score -184862.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -184870.984375 Penalty: 3583.477783
	Iteration 18Q: 3 clusters Score -184871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -184881.093750 Penalty: 3583.477783
	Iteration 19Q: 3 clusters Score -184881.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -184887.718750 Penalty: 3583.477783
	Iteration 20F: 3 clusters Score -184887.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -184899.437500 Penalty: 3583.477783
	Iteration 21Q: 3 clusters Score -184899.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -184917.812500 Penalty: 3583.477783
	Iteration 22Q: 3 clusters Score -184917.8 nChanged 13
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: -184942.968750 Penalty: 3583.477783
	Iteration 23Q: 3 clusters Score -184943 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -184981.593750 Penalty: 3583.477783
	Iteration 24Q: 3 clusters Score -184981.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -185011.359375 Penalty: 3583.477783
	Iteration 25Q: 3 clusters Score -185011.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -185024.562500 Penalty: 3583.477783
	Iteration 26Q: 3 clusters Score -185024.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -185035.046875 Penalty: 3583.477783
	Iteration 27Q: 3 clusters Score -185035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -185047.015625 Penalty: 3583.477783
	Iteration 28Q: 3 clusters Score -185047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -185057.156250 Penalty: 3583.477783
	Iteration 29Q: 3 clusters Score -185057.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -185068.203125 Penalty: 3583.477783
	Iteration 30Q: 3 clusters Score -185068.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -185086.093750 Penalty: 3583.477783
	Iteration 31Q: 3 clusters Score -185086.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -185104.734375 Penalty: 3583.477783
	Iteration 32Q: 3 clusters Score -185104.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -185124.953125 Penalty: 3583.477783
	Iteration 33Q: 3 clusters Score -185125 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -185145.250000 Penalty: 3583.477783
	Iteration 34Q: 3 clusters Score -185145.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -185154.218750 Penalty: 3583.477783
	Iteration 35Q: 3 clusters Score -185154.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -185167.187500 Penalty: 3583.477783
	Iteration 36Q: 3 clusters Score -185167.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -185182.828125 Penalty: 3583.477783
	Iteration 37Q: 3 clusters Score -185182.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -185189.546875 Penalty: 3583.477783
	Iteration 38Q: 3 clusters Score -185189.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -185195.765625 Penalty: 3583.477783
	Iteration 39Q: 3 clusters Score -185195.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -185201.500000 Penalty: 3583.477783
	Iteration 40F: 3 clusters Score -185201.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -185211.296875 Penalty: 3583.477783
	Iteration 41Q: 3 clusters Score -185211.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -185222.750000 Penalty: 3583.477783
	Iteration 42Q: 3 clusters Score -185222.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -185233.609375 Penalty: 3583.477783
	Iteration 43Q: 3 clusters Score -185233.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -185243.640625 Penalty: 3583.477783
	Iteration 44Q: 3 clusters Score -185243.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -185248.718750 Penalty: 3583.477783
	Iteration 45Q: 3 clusters Score -185248.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -185250.906250 Penalty: 3583.477783
	Iteration 46Q: 3 clusters Score -185250.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -185252.718750 Penalty: 3583.477783
	Iteration 47Q: 3 clusters Score -185252.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -185257.046875 Penalty: 3583.477783
	Iteration 48Q: 3 clusters Score -185257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -185260.031250 Penalty: 3583.477783
	Iteration 49Q: 3 clusters Score -185260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -185263.156250 Penalty: 3583.477783
	Iteration 50Q: 3 clusters Score -185263.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -185264.265625 Penalty: 3583.477783
	Iteration 51Q: 3 clusters Score -185264.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -185264.968750 Penalty: 3583.477783
	Iteration 52Q: 3 clusters Score -185265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -185264.968750 Penalty: 3583.477783
	Iteration 53F: 3 clusters Score -185265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -104558.664062 Penalty: 1665.415161
	Iteration 0F: 2 clusters Score -104558.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -102844.992188 Penalty: 3330.830322
	Iteration 0F: 3 clusters Score -102845 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -103140.187500 Penalty: 3330.830322
	Iteration 1F: 3 clusters Score -103140.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -103206.296875 Penalty: 3330.830322
	Iteration 2Q: 3 clusters Score -103206.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -103254.070312 Penalty: 3330.830322
	Iteration 3Q: 3 clusters Score -103254.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -103303.007812 Penalty: 3330.830322
	Iteration 4Q: 3 clusters Score -103303 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -103364.789062 Penalty: 3330.830322
	Iteration 5Q: 3 clusters Score -103364.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -103423.796875 Penalty: 3330.830322
	Iteration 6Q: 3 clusters Score -103423.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -103486.585938 Penalty: 3330.830322
	Iteration 7Q: 3 clusters Score -103486.6 nChanged 23
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: -103529.570312 Penalty: 3330.830322
	Iteration 8Q: 3 clusters Score -103529.6 nChanged 19
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: -103567.171875 Penalty: 3330.830322
	Iteration 9Q: 3 clusters Score -103567.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -103587.195312 Penalty: 3330.830322
	Iteration 10Q: 3 clusters Score -103587.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -103603.843750 Penalty: 3330.830322
	Iteration 11Q: 3 clusters Score -103603.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -103620.484375 Penalty: 3330.830322
	Iteration 12Q: 3 clusters Score -103620.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -103639.078125 Penalty: 3330.830322
	Iteration 13Q: 3 clusters Score -103639.1 nChanged 14
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: -103678.664062 Penalty: 3330.830322
	Iteration 14Q: 3 clusters Score -103678.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -103701.132812 Penalty: 3330.830322
	Iteration 15Q: 3 clusters Score -103701.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -103721.554688 Penalty: 3330.830322
	Iteration 16Q: 3 clusters Score -103721.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -103743.890625 Penalty: 3330.830322
	Iteration 17Q: 3 clusters Score -103743.9 nChanged 12
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: -103765.531250 Penalty: 3330.830322
	Iteration 18Q: 3 clusters Score -103765.5 nChanged 9
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: -103779.906250 Penalty: 3330.830322
	Iteration 19Q: 3 clusters Score -103779.9 nChanged 11
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: -103804.875000 Penalty: 3330.830322
	Iteration 20F: 3 clusters Score -103804.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -103822.023438 Penalty: 3330.830322
	Iteration 21Q: 3 clusters Score -103822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -103834.335938 Penalty: 3330.830322
	Iteration 22Q: 3 clusters Score -103834.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -103843.265625 Penalty: 3330.830322
	Iteration 23Q: 3 clusters Score -103843.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -103846.585938 Penalty: 3330.830322
	Iteration 24Q: 3 clusters Score -103846.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -103846.585938 Penalty: 3330.830322
	Iteration 25F: 3 clusters Score -103846.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (150453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150453 members 
Entering Unmasked Estep 
Score: -21026586.000000 Penalty: 2956.508545
	Iteration 0F: 2 clusters Score -2.102659e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75080 members 
Mstep: Class 2 contains 75373 members 
Entering Unmasked Estep 
Score: -20928596.000000 Penalty: 5913.017090
	Iteration 0F: 3 clusters Score -2.09286e+07 nChanged 71994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72666 members 
Mstep: Class 2 contains 77787 members 
Entering Unmasked Estep 
Score: -20970608.000000 Penalty: 5913.017090
	Iteration 1F: 3 clusters Score -2.097061e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71147 members 
Mstep: Class 2 contains 79306 members 
Entering Unmasked Estep 
Score: -20971814.000000 Penalty: 5913.017090
	Iteration 2Q: 3 clusters Score -2.097181e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68862 members 
Mstep: Class 2 contains 81591 members 
Entering Unmasked Estep 
Score: -20973344.000000 Penalty: 5913.017090
	Iteration 3Q: 3 clusters Score -2.097334e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65725 members 
Mstep: Class 2 contains 84728 members 
Entering Unmasked Estep 
Score: -20975732.000000 Penalty: 5913.017090
	Iteration 4Q: 3 clusters Score -2.097573e+07 nChanged 6905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61416 members 
Mstep: Class 2 contains 89037 members 
Entering Unmasked Estep 
Score: -20979236.000000 Penalty: 5913.017090
	Iteration 5Q: 3 clusters Score -2.097924e+07 nChanged 7915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56127 members 
Mstep: Class 2 contains 94326 members 
Entering Unmasked Estep 
Score: -20983360.000000 Penalty: 5913.017090
	Iteration 6F: 3 clusters Score -2.098336e+07 nChanged 8390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50093 members 
Mstep: Class 2 contains 100360 members 
Entering Unmasked Estep 
Score: -20988364.000000 Penalty: 5913.017090
	Iteration 7F: 3 clusters Score -2.098836e+07 nChanged 8407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44060 members 
Mstep: Class 2 contains 106393 members 
Entering Unmasked Estep 
Score: -20993554.000000 Penalty: 5913.017090
	Iteration 8F: 3 clusters Score -2.099355e+07 nChanged 7802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 111765 members 
Entering Unmasked Estep 
Score: -20998474.000000 Penalty: 5913.017090
	Iteration 9F: 3 clusters Score -2.099847e+07 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34468 members 
Mstep: Class 2 contains 115985 members 
Entering Unmasked Estep 
Score: -21002840.000000 Penalty: 5913.017090
	Iteration 10Q: 3 clusters Score -2.100284e+07 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 118920 members 
Entering Unmasked Estep 
Score: -21006900.000000 Penalty: 5913.017090
	Iteration 11Q: 3 clusters Score -2.10069e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 120667 members 
Entering Unmasked Estep 
Score: -21010052.000000 Penalty: 5913.017090
	Iteration 12Q: 3 clusters Score -2.101005e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 121744 members 
Entering Unmasked Estep 
Score: -21011904.000000 Penalty: 5913.017090
	Iteration 13Q: 3 clusters Score -2.10119e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 122624 members 
Entering Unmasked Estep 
Score: -21012898.000000 Penalty: 5913.017090
	Iteration 14Q: 3 clusters Score -2.10129e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 123424 members 
Entering Unmasked Estep 
Score: -21013512.000000 Penalty: 5913.017090
	Iteration 15Q: 3 clusters Score -2.101351e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 124186 members 
Entering Unmasked Estep 
Score: -21013896.000000 Penalty: 5913.017090
	Iteration 16Q: 3 clusters Score -2.10139e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 124907 members 
Entering Unmasked Estep 
Score: -21014174.000000 Penalty: 5913.017090
	Iteration 17Q: 3 clusters Score -2.101417e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 125501 members 
Entering Unmasked Estep 
Score: -21014344.000000 Penalty: 5913.017090
	Iteration 18Q: 3 clusters Score -2.101434e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 126033 members 
Entering Unmasked Estep 
Score: -21014542.000000 Penalty: 5913.017090
	Iteration 19Q: 3 clusters Score -2.101454e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 126538 members 
Entering Unmasked Estep 
Score: -21014754.000000 Penalty: 5913.017090
	Iteration 20F: 3 clusters Score -2.101475e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 127058 members 
Entering Unmasked Estep 
Score: -21015024.000000 Penalty: 5913.017090
	Iteration 21Q: 3 clusters Score -2.101502e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 127544 members 
Entering Unmasked Estep 
Score: -21015240.000000 Penalty: 5913.017090
	Iteration 22Q: 3 clusters Score -2.101524e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 128014 members 
Entering Unmasked Estep 
Score: -21015364.000000 Penalty: 5913.017090
	Iteration 23Q: 3 clusters Score -2.101536e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 128533 members 
Entering Unmasked Estep 
Score: -21015562.000000 Penalty: 5913.017090
	Iteration 24Q: 3 clusters Score -2.101556e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 129034 members 
Entering Unmasked Estep 
Score: -21015736.000000 Penalty: 5913.017090
	Iteration 25Q: 3 clusters Score -2.101574e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 129569 members 
Entering Unmasked Estep 
Score: -21015908.000000 Penalty: 5913.017090
	Iteration 26Q: 3 clusters Score -2.101591e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 130144 members 
Entering Unmasked Estep 
Score: -21016146.000000 Penalty: 5913.017090
	Iteration 27Q: 3 clusters Score -2.101615e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 130705 members 
Entering Unmasked Estep 
Score: -21016378.000000 Penalty: 5913.017090
	Iteration 28Q: 3 clusters Score -2.101638e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 131283 members 
Entering Unmasked Estep 
Score: -21016672.000000 Penalty: 5913.017090
	Iteration 29Q: 3 clusters Score -2.101667e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 131855 members 
Entering Unmasked Estep 
Score: -21016894.000000 Penalty: 5913.017090
	Iteration 30Q: 3 clusters Score -2.101689e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 132447 members 
Entering Unmasked Estep 
Score: -21017074.000000 Penalty: 5913.017090
	Iteration 31Q: 3 clusters Score -2.101707e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 133048 members 
Entering Unmasked Estep 
Score: -21017310.000000 Penalty: 5913.017090
	Iteration 32Q: 3 clusters Score -2.101731e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 133646 members 
Entering Unmasked Estep 
Score: -21017538.000000 Penalty: 5913.017090
	Iteration 33Q: 3 clusters Score -2.101754e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 134241 members 
Entering Unmasked Estep 
Score: -21017672.000000 Penalty: 5913.017090
	Iteration 34Q: 3 clusters Score -2.101767e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 134838 members 
Entering Unmasked Estep 
Score: -21017874.000000 Penalty: 5913.017090
	Iteration 35Q: 3 clusters Score -2.101787e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 135443 members 
Entering Unmasked Estep 
Score: -21018068.000000 Penalty: 5913.017090
	Iteration 36Q: 3 clusters Score -2.101807e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 136022 members 
Entering Unmasked Estep 
Score: -21018294.000000 Penalty: 5913.017090
	Iteration 37Q: 3 clusters Score -2.101829e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 136586 members 
Entering Unmasked Estep 
Score: -21018500.000000 Penalty: 5913.017090
	Iteration 38Q: 3 clusters Score -2.10185e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 137170 members 
Entering Unmasked Estep 
Score: -21018750.000000 Penalty: 5913.017090
	Iteration 39Q: 3 clusters Score -2.101875e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 137752 members 
Entering Unmasked Estep 
Score: -21018874.000000 Penalty: 5913.017090
	Iteration 40F: 3 clusters Score -2.101887e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 138356 members 
Entering Unmasked Estep 
Score: -21019140.000000 Penalty: 5913.017090
	Iteration 41Q: 3 clusters Score -2.101914e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 138936 members 
Entering Unmasked Estep 
Score: -21019406.000000 Penalty: 5913.017090
	Iteration 42Q: 3 clusters Score -2.101941e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 139540 members 
Entering Unmasked Estep 
Score: -21019614.000000 Penalty: 5913.017090
	Iteration 43Q: 3 clusters Score -2.101961e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 140117 members 
Entering Unmasked Estep 
Score: -21019824.000000 Penalty: 5913.017090
	Iteration 44Q: 3 clusters Score -2.101982e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 140658 members 
Entering Unmasked Estep 
Score: -21020076.000000 Penalty: 5913.017090
	Iteration 45Q: 3 clusters Score -2.102008e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 141177 members 
Entering Unmasked Estep 
Score: -21020266.000000 Penalty: 5913.017090
	Iteration 46Q: 3 clusters Score -2.102027e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 141687 members 
Entering Unmasked Estep 
Score: -21020498.000000 Penalty: 5913.017090
	Iteration 47Q: 3 clusters Score -2.10205e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 142136 members 
Entering Unmasked Estep 
Score: -21020734.000000 Penalty: 5913.017090
	Iteration 48Q: 3 clusters Score -2.102073e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 142559 members 
Entering Unmasked Estep 
Score: -21020986.000000 Penalty: 5913.017090
	Iteration 49Q: 3 clusters Score -2.102099e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 143001 members 
Entering Unmasked Estep 
Score: -21021218.000000 Penalty: 5913.017090
	Iteration 50Q: 3 clusters Score -2.102122e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 143446 members 
Entering Unmasked Estep 
Score: -21021378.000000 Penalty: 5913.017090
	Iteration 51Q: 3 clusters Score -2.102138e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 143848 members 
Entering Unmasked Estep 
Score: -21021550.000000 Penalty: 5913.017090
	Iteration 52Q: 3 clusters Score -2.102155e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 144258 members 
Entering Unmasked Estep 
Score: -21021746.000000 Penalty: 5913.017090
	Iteration 53Q: 3 clusters Score -2.102175e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 144647 members 
Entering Unmasked Estep 
Score: -21021970.000000 Penalty: 5913.017090
	Iteration 54Q: 3 clusters Score -2.102197e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 144997 members 
Entering Unmasked Estep 
Score: -21022136.000000 Penalty: 5913.017090
	Iteration 55Q: 3 clusters Score -2.102214e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 145316 members 
Entering Unmasked Estep 
Score: -21022218.000000 Penalty: 5913.017090
	Iteration 56Q: 3 clusters Score -2.102222e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 145583 members 
Entering Unmasked Estep 
Score: -21022350.000000 Penalty: 5913.017090
	Iteration 57Q: 3 clusters Score -2.102235e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 145858 members 
Entering Unmasked Estep 
Score: -21022516.000000 Penalty: 5913.017090
	Iteration 58Q: 3 clusters Score -2.102252e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 146104 members 
Entering Unmasked Estep 
Score: -21022666.000000 Penalty: 5913.017090
	Iteration 59Q: 3 clusters Score -2.102267e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 146322 members 
Entering Unmasked Estep 
Score: -21022724.000000 Penalty: 5913.017090
	Iteration 60F: 3 clusters Score -2.102272e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 146494 members 
Entering Unmasked Estep 
Score: -21022770.000000 Penalty: 5913.017090
	Iteration 61Q: 3 clusters Score -2.102277e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 146667 members 
Entering Unmasked Estep 
Score: -21022906.000000 Penalty: 5913.017090
	Iteration 62Q: 3 clusters Score -2.102291e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 146822 members 
Entering Unmasked Estep 
Score: -21022904.000000 Penalty: 5913.017090
	Iteration 63Q: 3 clusters Score -2.10229e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 146961 members 
Entering Unmasked Estep 
Score: -21022966.000000 Penalty: 5913.017090
	Iteration 64Q: 3 clusters Score -2.102297e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 147098 members 
Entering Unmasked Estep 
Score: -21023090.000000 Penalty: 5913.017090
	Iteration 65Q: 3 clusters Score -2.102309e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 147218 members 
Entering Unmasked Estep 
Score: -21023134.000000 Penalty: 5913.017090
	Iteration 66Q: 3 clusters Score -2.102313e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 147327 members 
Entering Unmasked Estep 
Score: -21023188.000000 Penalty: 5913.017090
	Iteration 67Q: 3 clusters Score -2.102319e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 147421 members 
Entering Unmasked Estep 
Score: -21023226.000000 Penalty: 5913.017090
	Iteration 68Q: 3 clusters Score -2.102323e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 147515 members 
Entering Unmasked Estep 
Score: -21023216.000000 Penalty: 5913.017090
	Iteration 69Q: 3 clusters Score -2.102322e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 147596 members 
Entering Unmasked Estep 
Score: -21023256.000000 Penalty: 5913.017090
	Iteration 70Q: 3 clusters Score -2.102326e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 147662 members 
Entering Unmasked Estep 
Score: -21023258.000000 Penalty: 5913.017090
	Iteration 71Q: 3 clusters Score -2.102326e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 147729 members 
Entering Unmasked Estep 
Score: -21023280.000000 Penalty: 5913.017090
	Iteration 72Q: 3 clusters Score -2.102328e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 147793 members 
Entering Unmasked Estep 
Score: -21023310.000000 Penalty: 5913.017090
	Iteration 73Q: 3 clusters Score -2.102331e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 147859 members 
Entering Unmasked Estep 
Score: -21023360.000000 Penalty: 5913.017090
	Iteration 74Q: 3 clusters Score -2.102336e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 147910 members 
Entering Unmasked Estep 
Score: -21023392.000000 Penalty: 5913.017090
	Iteration 75Q: 3 clusters Score -2.102339e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 147953 members 
Entering Unmasked Estep 
Score: -21023362.000000 Penalty: 5913.017090
	Iteration 76Q: 3 clusters Score -2.102336e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 147998 members 
Entering Unmasked Estep 
Score: -21023410.000000 Penalty: 5913.017090
	Iteration 77Q: 3 clusters Score -2.102341e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 148026 members 
Entering Unmasked Estep 
Score: -21023400.000000 Penalty: 5913.017090
	Iteration 78Q: 3 clusters Score -2.10234e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 148061 members 
Entering Unmasked Estep 
Score: -21023418.000000 Penalty: 5913.017090
	Iteration 79Q: 3 clusters Score -2.102342e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 148098 members 
Entering Unmasked Estep 
Score: -21023428.000000 Penalty: 5913.017090
	Iteration 80F: 3 clusters Score -2.102343e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 148133 members 
Entering Unmasked Estep 
Score: -21023414.000000 Penalty: 5913.017090
	Iteration 81Q: 3 clusters Score -2.102341e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 148161 members 
Entering Unmasked Estep 
Score: -21023430.000000 Penalty: 5913.017090
	Iteration 82Q: 3 clusters Score -2.102343e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 148189 members 
Entering Unmasked Estep 
Score: -21023438.000000 Penalty: 5913.017090
	Iteration 83Q: 3 clusters Score -2.102344e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 148217 members 
Entering Unmasked Estep 
Score: -21023448.000000 Penalty: 5913.017090
	Iteration 84Q: 3 clusters Score -2.102345e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 148242 members 
Entering Unmasked Estep 
Score: -21023460.000000 Penalty: 5913.017090
	Iteration 85Q: 3 clusters Score -2.102346e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 148263 members 
Entering Unmasked Estep 
Score: -21023484.000000 Penalty: 5913.017090
	Iteration 86Q: 3 clusters Score -2.102348e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 148290 members 
Entering Unmasked Estep 
Score: -21023488.000000 Penalty: 5913.017090
	Iteration 87Q: 3 clusters Score -2.102349e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 148317 members 
Entering Unmasked Estep 
Score: -21023484.000000 Penalty: 5913.017090
	Iteration 88Q: 3 clusters Score -2.102348e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 148335 members 
Entering Unmasked Estep 
Score: -21023490.000000 Penalty: 5913.017090
	Iteration 89Q: 3 clusters Score -2.102349e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 148357 members 
Entering Unmasked Estep 
Score: -21023514.000000 Penalty: 5913.017090
	Iteration 90Q: 3 clusters Score -2.102351e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 148380 members 
Entering Unmasked Estep 
Score: -21023540.000000 Penalty: 5913.017090
	Iteration 91Q: 3 clusters Score -2.102354e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 148397 members 
Entering Unmasked Estep 
Score: -21023542.000000 Penalty: 5913.017090
	Iteration 92Q: 3 clusters Score -2.102354e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 148410 members 
Entering Unmasked Estep 
Score: -21023566.000000 Penalty: 5913.017090
	Iteration 93Q: 3 clusters Score -2.102357e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 148424 members 
Entering Unmasked Estep 
Score: -21023550.000000 Penalty: 5913.017090
	Iteration 94Q: 3 clusters Score -2.102355e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 148441 members 
Entering Unmasked Estep 
Score: -21023558.000000 Penalty: 5913.017090
	Iteration 95Q: 3 clusters Score -2.102356e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 148459 members 
Entering Unmasked Estep 
Score: -21023576.000000 Penalty: 5913.017090
	Iteration 96Q: 3 clusters Score -2.102358e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 148472 members 
Entering Unmasked Estep 
Score: -21023588.000000 Penalty: 5913.017090
	Iteration 97Q: 3 clusters Score -2.102359e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 148481 members 
Entering Unmasked Estep 
Score: -21023572.000000 Penalty: 5913.017090
	Iteration 98Q: 3 clusters Score -2.102357e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 148491 members 
Entering Unmasked Estep 
Score: -21023602.000000 Penalty: 5913.017090
	Iteration 99Q: 3 clusters Score -2.10236e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 148499 members 
Entering Unmasked Estep 
Score: -21023620.000000 Penalty: 5913.017090
	Iteration 100F: 3 clusters Score -2.102362e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 148511 members 
Entering Unmasked Estep 
Score: -21023632.000000 Penalty: 5913.017090
	Iteration 101Q: 3 clusters Score -2.102363e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 148521 members 
Entering Unmasked Estep 
Score: -21023644.000000 Penalty: 5913.017090
	Iteration 102Q: 3 clusters Score -2.102364e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 148528 members 
Entering Unmasked Estep 
Score: -21023662.000000 Penalty: 5913.017090
	Iteration 103Q: 3 clusters Score -2.102366e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 148538 members 
Entering Unmasked Estep 
Score: -21023668.000000 Penalty: 5913.017090
	Iteration 104Q: 3 clusters Score -2.102367e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 148546 members 
Entering Unmasked Estep 
Score: -21023686.000000 Penalty: 5913.017090
	Iteration 105Q: 3 clusters Score -2.102369e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 148554 members 
Entering Unmasked Estep 
Score: -21023666.000000 Penalty: 5913.017090
	Iteration 106Q: 3 clusters Score -2.102367e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 148562 members 
Entering Unmasked Estep 
Score: -21023660.000000 Penalty: 5913.017090
	Iteration 107Q: 3 clusters Score -2.102366e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 148568 members 
Entering Unmasked Estep 
Score: -21023678.000000 Penalty: 5913.017090
	Iteration 108Q: 3 clusters Score -2.102368e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 148577 members 
Entering Unmasked Estep 
Score: -21023666.000000 Penalty: 5913.017090
	Iteration 109Q: 3 clusters Score -2.102367e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 148584 members 
Entering Unmasked Estep 
Score: -21023662.000000 Penalty: 5913.017090
	Iteration 110Q: 3 clusters Score -2.102366e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 148594 members 
Entering Unmasked Estep 
Score: -21023670.000000 Penalty: 5913.017090
	Iteration 111Q: 3 clusters Score -2.102367e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 148603 members 
Entering Unmasked Estep 
Score: -21023652.000000 Penalty: 5913.017090
	Iteration 112Q: 3 clusters Score -2.102365e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 148616 members 
Entering Unmasked Estep 
Score: -21023660.000000 Penalty: 5913.017090
	Iteration 113Q: 3 clusters Score -2.102366e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 148632 members 
Entering Unmasked Estep 
Score: -21023662.000000 Penalty: 5913.017090
	Iteration 114Q: 3 clusters Score -2.102366e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 148642 members 
Entering Unmasked Estep 
Score: -21023672.000000 Penalty: 5913.017090
	Iteration 115Q: 3 clusters Score -2.102367e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 148652 members 
Entering Unmasked Estep 
Score: -21023670.000000 Penalty: 5913.017090
	Iteration 116Q: 3 clusters Score -2.102367e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 148659 members 
Entering Unmasked Estep 
Score: -21023670.000000 Penalty: 5913.017090
	Iteration 117Q: 3 clusters Score -2.102367e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 148670 members 
Entering Unmasked Estep 
Score: -21023670.000000 Penalty: 5913.017090
	Iteration 118Q: 3 clusters Score -2.102367e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 148683 members 
Entering Unmasked Estep 
Score: -21023680.000000 Penalty: 5913.017090
	Iteration 119Q: 3 clusters Score -2.102368e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 148694 members 
Entering Unmasked Estep 
Score: -21023686.000000 Penalty: 5913.017090
	Iteration 120F: 3 clusters Score -2.102369e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 148704 members 
Entering Unmasked Estep 
Score: -21023690.000000 Penalty: 5913.017090
	Iteration 121Q: 3 clusters Score -2.102369e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 148716 members 
Entering Unmasked Estep 
Score: -21023702.000000 Penalty: 5913.017090
	Iteration 122Q: 3 clusters Score -2.10237e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 148727 members 
Entering Unmasked Estep 
Score: -21023712.000000 Penalty: 5913.017090
	Iteration 123Q: 3 clusters Score -2.102371e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 148732 members 
Entering Unmasked Estep 
Score: -21023718.000000 Penalty: 5913.017090
	Iteration 124Q: 3 clusters Score -2.102372e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 148738 members 
Entering Unmasked Estep 
Score: -21023718.000000 Penalty: 5913.017090
	Iteration 125Q: 3 clusters Score -2.102372e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 148751 members 
Entering Unmasked Estep 
Score: -21023700.000000 Penalty: 5913.017090
	Iteration 126Q: 3 clusters Score -2.10237e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 148758 members 
Entering Unmasked Estep 
Score: -21023716.000000 Penalty: 5913.017090
	Iteration 127Q: 3 clusters Score -2.102372e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 148769 members 
Entering Unmasked Estep 
Score: -21023682.000000 Penalty: 5913.017090
	Iteration 128Q: 3 clusters Score -2.102368e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 148780 members 
Entering Unmasked Estep 
Score: -21023694.000000 Penalty: 5913.017090
	Iteration 129Q: 3 clusters Score -2.102369e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 148786 members 
Entering Unmasked Estep 
Score: -21023716.000000 Penalty: 5913.017090
	Iteration 130Q: 3 clusters Score -2.102372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 148790 members 
Entering Unmasked Estep 
Score: -21023700.000000 Penalty: 5913.017090
	Iteration 131Q: 3 clusters Score -2.10237e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 148797 members 
Entering Unmasked Estep 
Score: -21023706.000000 Penalty: 5913.017090
	Iteration 132Q: 3 clusters Score -2.102371e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 148805 members 
Entering Unmasked Estep 
Score: -21023726.000000 Penalty: 5913.017090
	Iteration 133Q: 3 clusters Score -2.102373e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 148813 members 
Entering Unmasked Estep 
Score: -21023734.000000 Penalty: 5913.017090
	Iteration 134Q: 3 clusters Score -2.102373e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 148818 members 
Entering Unmasked Estep 
Score: -21023728.000000 Penalty: 5913.017090
	Iteration 135Q: 3 clusters Score -2.102373e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 148822 members 
Entering Unmasked Estep 
Score: -21023720.000000 Penalty: 5913.017090
	Iteration 136Q: 3 clusters Score -2.102372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 148827 members 
Entering Unmasked Estep 
Score: -21023742.000000 Penalty: 5913.017090
	Iteration 137Q: 3 clusters Score -2.102374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 148828 members 
Entering Unmasked Estep 
Score: -21023738.000000 Penalty: 5913.017090
	Iteration 138Q: 3 clusters Score -2.102374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 148836 members 
Entering Unmasked Estep 
Score: -21023756.000000 Penalty: 5913.017090
	Iteration 139Q: 3 clusters Score -2.102376e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 148844 members 
Entering Unmasked Estep 
Score: -21023730.000000 Penalty: 5913.017090
	Iteration 140F: 3 clusters Score -2.102373e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 148845 members 
Entering Unmasked Estep 
Score: -21023752.000000 Penalty: 5913.017090
	Iteration 141Q: 3 clusters Score -2.102375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 148851 members 
Entering Unmasked Estep 
Score: -21023752.000000 Penalty: 5913.017090
	Iteration 142Q: 3 clusters Score -2.102375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 148853 members 
Entering Unmasked Estep 
Score: -21023754.000000 Penalty: 5913.017090
	Iteration 143Q: 3 clusters Score -2.102375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 148856 members 
Entering Unmasked Estep 
Score: -21023754.000000 Penalty: 5913.017090
	Iteration 144Q: 3 clusters Score -2.102375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 148860 members 
Entering Unmasked Estep 
Score: -21023748.000000 Penalty: 5913.017090
	Iteration 145Q: 3 clusters Score -2.102375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 148864 members 
Entering Unmasked Estep 
Score: -21023742.000000 Penalty: 5913.017090
	Iteration 146Q: 3 clusters Score -2.102374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 148870 members 
Entering Unmasked Estep 
Score: -21023752.000000 Penalty: 5913.017090
	Iteration 147Q: 3 clusters Score -2.102375e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 148875 members 
Entering Unmasked Estep 
Score: -21023758.000000 Penalty: 5913.017090
	Iteration 148Q: 3 clusters Score -2.102376e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 148876 members 
Entering Unmasked Estep 
Score: -21023746.000000 Penalty: 5913.017090
	Iteration 149Q: 3 clusters Score -2.102375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 148878 members 
Entering Unmasked Estep 
Score: -21023758.000000 Penalty: 5913.017090
	Iteration 150Q: 3 clusters Score -2.102376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 148882 members 
Entering Unmasked Estep 
Score: -21023746.000000 Penalty: 5913.017090
	Iteration 151Q: 3 clusters Score -2.102375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 148884 members 
Entering Unmasked Estep 
Score: -21023752.000000 Penalty: 5913.017090
	Iteration 152Q: 3 clusters Score -2.102375e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 148887 members 
Entering Unmasked Estep 
Score: -21023748.000000 Penalty: 5913.017090
	Iteration 153Q: 3 clusters Score -2.102375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 148890 members 
Entering Unmasked Estep 
Score: -21023752.000000 Penalty: 5913.017090
	Iteration 154Q: 3 clusters Score -2.102375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 148892 members 
Entering Unmasked Estep 
Score: -21023754.000000 Penalty: 5913.017090
	Iteration 155Q: 3 clusters Score -2.102375e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 148896 members 
Entering Unmasked Estep 
Score: -21023768.000000 Penalty: 5913.017090
	Iteration 156Q: 3 clusters Score -2.102377e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 148902 members 
Entering Unmasked Estep 
Score: -21023768.000000 Penalty: 5913.017090
	Iteration 157Q: 3 clusters Score -2.102377e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 148909 members 
Entering Unmasked Estep 
Score: -21023774.000000 Penalty: 5913.017090
	Iteration 158Q: 3 clusters Score -2.102377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 148913 members 
Entering Unmasked Estep 
Score: -21023774.000000 Penalty: 5913.017090
	Iteration 159Q: 3 clusters Score -2.102377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 148915 members 
Entering Unmasked Estep 
Score: -21023770.000000 Penalty: 5913.017090
	Iteration 160F: 3 clusters Score -2.102377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 148916 members 
Entering Unmasked Estep 
Score: -21023784.000000 Penalty: 5913.017090
	Iteration 161Q: 3 clusters Score -2.102378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 148918 members 
Entering Unmasked Estep 
Score: -21023758.000000 Penalty: 5913.017090
	Iteration 162Q: 3 clusters Score -2.102376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 148921 members 
Entering Unmasked Estep 
Score: -21023764.000000 Penalty: 5913.017090
	Iteration 163Q: 3 clusters Score -2.102376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 148918 members 
Entering Unmasked Estep 
Score: -21023772.000000 Penalty: 5913.017090
	Iteration 164Q: 3 clusters Score -2.102377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 148918 members 
Entering Unmasked Estep 
Score: -21023762.000000 Penalty: 5913.017090
	Iteration 165Q: 3 clusters Score -2.102376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 148920 members 
Entering Unmasked Estep 
Score: -21023762.000000 Penalty: 5913.017090
	Iteration 166Q: 3 clusters Score -2.102376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 148922 members 
Entering Unmasked Estep 
Score: -21023762.000000 Penalty: 5913.017090
	Iteration 167Q: 3 clusters Score -2.102376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 148923 members 
Entering Unmasked Estep 
Score: -21023770.000000 Penalty: 5913.017090
	Iteration 168Q: 3 clusters Score -2.102377e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 148924 members 
Entering Unmasked Estep 
Score: -21023774.000000 Penalty: 5913.017090
	Iteration 169Q: 3 clusters Score -2.102377e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 148924 members 
Entering Unmasked Estep 
Score: -21023774.000000 Penalty: 5913.017090
	Iteration 170F: 3 clusters Score -2.102377e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Entering Unmasked Estep 
Score: -41186.171875 Penalty: 1449.198975
	Iteration 0F: 2 clusters Score -41186.17 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 169 members 
Entering Unmasked Estep 
Score: -39860.261719 Penalty: 2898.397949
	Iteration 0F: 3 clusters Score -39860.26 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -39965.832031 Penalty: 2898.397949
	Iteration 1F: 3 clusters Score -39965.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -40013.578125 Penalty: 2898.397949
	Iteration 2Q: 3 clusters Score -40013.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -40035.675781 Penalty: 2898.397949
	Iteration 3Q: 3 clusters Score -40035.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -40050.050781 Penalty: 2898.397949
	Iteration 4Q: 3 clusters Score -40050.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -40061.390625 Penalty: 2898.397949
	Iteration 5Q: 3 clusters Score -40061.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -40066.484375 Penalty: 2898.397949
	Iteration 6Q: 3 clusters Score -40066.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -40072.777344 Penalty: 2898.397949
	Iteration 7Q: 3 clusters Score -40072.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -40117.851562 Penalty: 2898.397949
	Iteration 8Q: 3 clusters Score -40117.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -40228.468750 Penalty: 2898.397949
	Iteration 9Q: 3 clusters Score -40228.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -40245.460938 Penalty: 2898.397949
	Iteration 10Q: 3 clusters Score -40245.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -40263.054688 Penalty: 2898.397949
	Iteration 11Q: 3 clusters Score -40263.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -40278.699219 Penalty: 2898.397949
	Iteration 12Q: 3 clusters Score -40278.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -40291.093750 Penalty: 2898.397949
	Iteration 13Q: 3 clusters Score -40291.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -40299.578125 Penalty: 2898.397949
	Iteration 14Q: 3 clusters Score -40299.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -40333.359375 Penalty: 2898.397949
	Iteration 15Q: 3 clusters Score -40333.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -40364.523438 Penalty: 2898.397949
	Iteration 16Q: 3 clusters Score -40364.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -40434.562500 Penalty: 2898.397949
	Iteration 17Q: 3 clusters Score -40434.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -40570.574219 Penalty: 2898.397949
	Iteration 18Q: 3 clusters Score -40570.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -40720.636719 Penalty: 2898.397949
	Iteration 19Q: 3 clusters Score -40720.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -40754.761719 Penalty: 2898.397949
	Iteration 20F: 3 clusters Score -40754.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -40761.824219 Penalty: 2898.397949
	Iteration 21Q: 3 clusters Score -40761.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -40761.824219 Penalty: 2898.397949
	Iteration 22F: 3 clusters Score -40761.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Entering Unmasked Estep 
Score: -527792.562500 Penalty: 2046.153687
	Iteration 0F: 2 clusters Score -527792.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -523979.406250 Penalty: 4092.307373
	Iteration 0F: 3 clusters Score -523979.4 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -524886.625000 Penalty: 4092.307373
	Iteration 1F: 3 clusters Score -524886.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -525092.312500 Penalty: 4092.307373
	Iteration 2F: 3 clusters Score -525092.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -525195.062500 Penalty: 4092.307373
	Iteration 3Q: 3 clusters Score -525195.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -525278.875000 Penalty: 4092.307373
	Iteration 4Q: 3 clusters Score -525278.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -525357.375000 Penalty: 4092.307373
	Iteration 5Q: 3 clusters Score -525357.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -525402.312500 Penalty: 4092.307373
	Iteration 6Q: 3 clusters Score -525402.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -525436.437500 Penalty: 4092.307373
	Iteration 7Q: 3 clusters Score -525436.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -525465.750000 Penalty: 4092.307373
	Iteration 8Q: 3 clusters Score -525465.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -525494.187500 Penalty: 4092.307373
	Iteration 9Q: 3 clusters Score -525494.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -525519.625000 Penalty: 4092.307373
	Iteration 10Q: 3 clusters Score -525519.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -525540.812500 Penalty: 4092.307373
	Iteration 11Q: 3 clusters Score -525540.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -525565.312500 Penalty: 4092.307373
	Iteration 12Q: 3 clusters Score -525565.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -525587.937500 Penalty: 4092.307373
	Iteration 13Q: 3 clusters Score -525587.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -525604.437500 Penalty: 4092.307373
	Iteration 14Q: 3 clusters Score -525604.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -525622.000000 Penalty: 4092.307373
	Iteration 15Q: 3 clusters Score -525622 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -525643.187500 Penalty: 4092.307373
	Iteration 16Q: 3 clusters Score -525643.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -525665.625000 Penalty: 4092.307373
	Iteration 17Q: 3 clusters Score -525665.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -525698.312500 Penalty: 4092.307373
	Iteration 18Q: 3 clusters Score -525698.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -525733.375000 Penalty: 4092.307373
	Iteration 19Q: 3 clusters Score -525733.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -525772.812500 Penalty: 4092.307373
	Iteration 20F: 3 clusters Score -525772.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -525813.000000 Penalty: 4092.307373
	Iteration 21Q: 3 clusters Score -525813 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -525856.625000 Penalty: 4092.307373
	Iteration 22Q: 3 clusters Score -525856.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -525893.312500 Penalty: 4092.307373
	Iteration 23Q: 3 clusters Score -525893.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -525934.625000 Penalty: 4092.307373
	Iteration 24Q: 3 clusters Score -525934.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -525978.812500 Penalty: 4092.307373
	Iteration 25Q: 3 clusters Score -525978.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -526016.250000 Penalty: 4092.307373
	Iteration 26Q: 3 clusters Score -526016.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -526055.250000 Penalty: 4092.307373
	Iteration 27Q: 3 clusters Score -526055.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -526096.375000 Penalty: 4092.307373
	Iteration 28Q: 3 clusters Score -526096.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -526130.562500 Penalty: 4092.307373
	Iteration 29Q: 3 clusters Score -526130.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -526171.125000 Penalty: 4092.307373
	Iteration 30Q: 3 clusters Score -526171.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -526204.375000 Penalty: 4092.307373
	Iteration 31Q: 3 clusters Score -526204.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -526233.312500 Penalty: 4092.307373
	Iteration 32Q: 3 clusters Score -526233.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -526260.250000 Penalty: 4092.307373
	Iteration 33Q: 3 clusters Score -526260.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -526278.062500 Penalty: 4092.307373
	Iteration 34Q: 3 clusters Score -526278.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -526297.375000 Penalty: 4092.307373
	Iteration 35Q: 3 clusters Score -526297.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -526316.375000 Penalty: 4092.307373
	Iteration 36Q: 3 clusters Score -526316.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -526330.625000 Penalty: 4092.307373
	Iteration 37Q: 3 clusters Score -526330.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -526341.437500 Penalty: 4092.307373
	Iteration 38Q: 3 clusters Score -526341.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -526347.937500 Penalty: 4092.307373
	Iteration 39Q: 3 clusters Score -526347.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -526351.812500 Penalty: 4092.307373
	Iteration 40F: 3 clusters Score -526351.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -526357.125000 Penalty: 4092.307373
	Iteration 41Q: 3 clusters Score -526357.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -526363.562500 Penalty: 4092.307373
	Iteration 42Q: 3 clusters Score -526363.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -526370.375000 Penalty: 4092.307373
	Iteration 43Q: 3 clusters Score -526370.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -526380.312500 Penalty: 4092.307373
	Iteration 44Q: 3 clusters Score -526380.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -526389.437500 Penalty: 4092.307373
	Iteration 45Q: 3 clusters Score -526389.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -526399.187500 Penalty: 4092.307373
	Iteration 46Q: 3 clusters Score -526399.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -526405.000000 Penalty: 4092.307373
	Iteration 47Q: 3 clusters Score -526405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -526408.875000 Penalty: 4092.307373
	Iteration 48Q: 3 clusters Score -526408.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -526411.562500 Penalty: 4092.307373
	Iteration 49Q: 3 clusters Score -526411.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -526411.562500 Penalty: 4092.307373
	Iteration 50F: 3 clusters Score -526411.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -29932.371094 Penalty: 1407.834961
	Iteration 0F: 2 clusters Score -29932.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -28736.759766 Penalty: 2815.669922
	Iteration 0F: 3 clusters Score -28736.76 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29185.164062 Penalty: 2815.669922
	Iteration 1F: 3 clusters Score -29185.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -29356.417969 Penalty: 2815.669922
	Iteration 2F: 3 clusters Score -29356.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -29451.642578 Penalty: 2815.669922
	Iteration 3F: 3 clusters Score -29451.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -29485.470703 Penalty: 2815.669922
	Iteration 4Q: 3 clusters Score -29485.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -29492.300781 Penalty: 2815.669922
	Iteration 5Q: 3 clusters Score -29492.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -29499.582031 Penalty: 2815.669922
	Iteration 6Q: 3 clusters Score -29499.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -29499.582031 Penalty: 2815.669922
	Iteration 7F: 3 clusters Score -29499.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (54208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54208 members 
Entering Unmasked Estep 
Score: -7723828.000000 Penalty: 2703.344971
	Iteration 0F: 2 clusters Score -7723828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -7687134.500000 Penalty: 5406.689941
	Iteration 0F: 3 clusters Score -7687134 nChanged 25218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -7701400.500000 Penalty: 5406.689941
	Iteration 1F: 3 clusters Score -7701400 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30567 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -7702109.000000 Penalty: 5406.689941
	Iteration 2Q: 3 clusters Score -7702109 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -7703001.500000 Penalty: 5406.689941
	Iteration 3Q: 3 clusters Score -7703002 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -7704334.000000 Penalty: 5406.689941
	Iteration 4Q: 3 clusters Score -7704334 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -7706471.000000 Penalty: 5406.689941
	Iteration 5F: 3 clusters Score -7706471 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42356 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -7709899.000000 Penalty: 5406.689941
	Iteration 6F: 3 clusters Score -7709899 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46981 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -7714302.500000 Penalty: 5406.689941
	Iteration 7F: 3 clusters Score -7714302 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50783 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -7718134.000000 Penalty: 5406.689941
	Iteration 8F: 3 clusters Score -7718134 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52845 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -7720184.500000 Penalty: 5406.689941
	Iteration 9Q: 3 clusters Score -7720184 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53632 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -7720966.500000 Penalty: 5406.689941
	Iteration 10Q: 3 clusters Score -7720966 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53857 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -7721197.500000 Penalty: 5406.689941
	Iteration 11Q: 3 clusters Score -7721198 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53924 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -7721289.000000 Penalty: 5406.689941
	Iteration 12Q: 3 clusters Score -7721289 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53955 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -7721332.500000 Penalty: 5406.689941
	Iteration 13Q: 3 clusters Score -7721332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53968 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -7721369.000000 Penalty: 5406.689941
	Iteration 14Q: 3 clusters Score -7721369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53979 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7721388.000000 Penalty: 5406.689941
	Iteration 15Q: 3 clusters Score -7721388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53987 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -7721401.000000 Penalty: 5406.689941
	Iteration 16Q: 3 clusters Score -7721401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53990 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -7721400.500000 Penalty: 5406.689941
	Iteration 17Q: 3 clusters Score -7721400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53993 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -7721421.500000 Penalty: 5406.689941
	Iteration 18Q: 3 clusters Score -7721422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53995 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -7721431.500000 Penalty: 5406.689941
	Iteration 19Q: 3 clusters Score -7721432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53997 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -7721443.500000 Penalty: 5406.689941
	Iteration 20F: 3 clusters Score -7721444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53998 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7721444.000000 Penalty: 5406.689941
	Iteration 21Q: 3 clusters Score -7721444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54000 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -7721444.000000 Penalty: 5406.689941
	Iteration 22Q: 3 clusters Score -7721444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53999 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -7721444.000000 Penalty: 5406.689941
	Iteration 23Q: 3 clusters Score -7721444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54000 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -7721445.000000 Penalty: 5406.689941
	Iteration 24Q: 3 clusters Score -7721445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54000 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -7721445.000000 Penalty: 5406.689941
	Iteration 25F: 3 clusters Score -7721445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (83966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83966 members 
Entering Unmasked Estep 
Score: -11847443.000000 Penalty: 2811.865479
	Iteration 0F: 2 clusters Score -1.184744e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -11791206.000000 Penalty: 5623.730957
	Iteration 0F: 3 clusters Score -1.179121e+07 nChanged 39575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -11813773.000000 Penalty: 5623.730957
	Iteration 1F: 3 clusters Score -1.181377e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 39690 members 
Entering Unmasked Estep 
Score: -11814542.000000 Penalty: 5623.730957
	Iteration 2Q: 3 clusters Score -1.181454e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45575 members 
Mstep: Class 2 contains 38391 members 
Entering Unmasked Estep 
Score: -11815438.000000 Penalty: 5623.730957
	Iteration 3Q: 3 clusters Score -1.181544e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47480 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -11816358.000000 Penalty: 5623.730957
	Iteration 4Q: 3 clusters Score -1.181636e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50064 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -11817740.000000 Penalty: 5623.730957
	Iteration 5Q: 3 clusters Score -1.181774e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53567 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -11819928.000000 Penalty: 5623.730957
	Iteration 6Q: 3 clusters Score -1.181993e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58068 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -11823149.000000 Penalty: 5623.730957
	Iteration 7F: 3 clusters Score -1.182315e+07 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63353 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -11827581.000000 Penalty: 5623.730957
	Iteration 8F: 3 clusters Score -1.182758e+07 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68958 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -11832751.000000 Penalty: 5623.730957
	Iteration 9F: 3 clusters Score -1.183275e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73660 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -11837022.000000 Penalty: 5623.730957
	Iteration 10F: 3 clusters Score -1.183702e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77120 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -11840033.000000 Penalty: 5623.730957
	Iteration 11Q: 3 clusters Score -1.184003e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79415 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -11841959.000000 Penalty: 5623.730957
	Iteration 12Q: 3 clusters Score -1.184196e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80966 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -11843192.000000 Penalty: 5623.730957
	Iteration 13Q: 3 clusters Score -1.184319e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81901 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -11843877.000000 Penalty: 5623.730957
	Iteration 14Q: 3 clusters Score -1.184388e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82471 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -11844270.000000 Penalty: 5623.730957
	Iteration 15Q: 3 clusters Score -1.184427e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82794 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -11844508.000000 Penalty: 5623.730957
	Iteration 16Q: 3 clusters Score -1.184451e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82987 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -11844648.000000 Penalty: 5623.730957
	Iteration 17Q: 3 clusters Score -1.184465e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83106 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -11844759.000000 Penalty: 5623.730957
	Iteration 18Q: 3 clusters Score -1.184476e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83191 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -11844827.000000 Penalty: 5623.730957
	Iteration 19Q: 3 clusters Score -1.184483e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83257 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -11844902.000000 Penalty: 5623.730957
	Iteration 20F: 3 clusters Score -1.18449e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83305 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -11844946.000000 Penalty: 5623.730957
	Iteration 21Q: 3 clusters Score -1.184495e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83336 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -11844977.000000 Penalty: 5623.730957
	Iteration 22Q: 3 clusters Score -1.184498e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83363 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -11844997.000000 Penalty: 5623.730957
	Iteration 23Q: 3 clusters Score -1.1845e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83377 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -11845007.000000 Penalty: 5623.730957
	Iteration 24Q: 3 clusters Score -1.184501e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83387 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -11845020.000000 Penalty: 5623.730957
	Iteration 25Q: 3 clusters Score -1.184502e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83394 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -11845029.000000 Penalty: 5623.730957
	Iteration 26Q: 3 clusters Score -1.184503e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83403 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -11845044.000000 Penalty: 5623.730957
	Iteration 27Q: 3 clusters Score -1.184504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83407 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -11845052.000000 Penalty: 5623.730957
	Iteration 28Q: 3 clusters Score -1.184505e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83415 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -11845065.000000 Penalty: 5623.730957
	Iteration 29Q: 3 clusters Score -1.184506e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83417 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -11845071.000000 Penalty: 5623.730957
	Iteration 30Q: 3 clusters Score -1.184507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83422 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -11845078.000000 Penalty: 5623.730957
	Iteration 31Q: 3 clusters Score -1.184508e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83426 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -11845071.000000 Penalty: 5623.730957
	Iteration 32Q: 3 clusters Score -1.184507e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83432 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -11845074.000000 Penalty: 5623.730957
	Iteration 33Q: 3 clusters Score -1.184507e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83433 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -11845085.000000 Penalty: 5623.730957
	Iteration 34Q: 3 clusters Score -1.184508e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83439 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -11845077.000000 Penalty: 5623.730957
	Iteration 35Q: 3 clusters Score -1.184508e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83448 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -11845081.000000 Penalty: 5623.730957
	Iteration 36Q: 3 clusters Score -1.184508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83453 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -11845094.000000 Penalty: 5623.730957
	Iteration 37Q: 3 clusters Score -1.184509e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83458 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -11845092.000000 Penalty: 5623.730957
	Iteration 38Q: 3 clusters Score -1.184509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83461 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -11845104.000000 Penalty: 5623.730957
	Iteration 39Q: 3 clusters Score -1.18451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83462 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -11845103.000000 Penalty: 5623.730957
	Iteration 40F: 3 clusters Score -1.18451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83463 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -11845104.000000 Penalty: 5623.730957
	Iteration 41Q: 3 clusters Score -1.18451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83465 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -11845104.000000 Penalty: 5623.730957
	Iteration 42Q: 3 clusters Score -1.18451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83467 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -11845108.000000 Penalty: 5623.730957
	Iteration 43Q: 3 clusters Score -1.184511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83468 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -11845106.000000 Penalty: 5623.730957
	Iteration 44Q: 3 clusters Score -1.184511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83468 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -11845110.000000 Penalty: 5623.730957
	Iteration 45Q: 3 clusters Score -1.184511e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83468 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -11845110.000000 Penalty: 5623.730957
	Iteration 46Q: 3 clusters Score -1.184511e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83469 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -11845111.000000 Penalty: 5623.730957
	Iteration 47Q: 3 clusters Score -1.184511e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83469 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -11845111.000000 Penalty: 5623.730957
	Iteration 48F: 3 clusters Score -1.184511e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Entering Unmasked Estep 
Score: -137315.140625 Penalty: 1720.934937
	Iteration 0F: 2 clusters Score -137315.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -135364.250000 Penalty: 3441.869873
	Iteration 0F: 3 clusters Score -135364.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -135623.500000 Penalty: 3441.869873
	Iteration 1F: 3 clusters Score -135623.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -135724.671875 Penalty: 3441.869873
	Iteration 2F: 3 clusters Score -135724.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -135784.078125 Penalty: 3441.869873
	Iteration 3Q: 3 clusters Score -135784.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -135806.875000 Penalty: 3441.869873
	Iteration 4Q: 3 clusters Score -135806.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -135824.546875 Penalty: 3441.869873
	Iteration 5Q: 3 clusters Score -135824.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -135837.750000 Penalty: 3441.869873
	Iteration 6Q: 3 clusters Score -135837.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -135847.109375 Penalty: 3441.869873
	Iteration 7Q: 3 clusters Score -135847.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -135854.531250 Penalty: 3441.869873
	Iteration 8Q: 3 clusters Score -135854.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -135858.703125 Penalty: 3441.869873
	Iteration 9Q: 3 clusters Score -135858.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -135861.203125 Penalty: 3441.869873
	Iteration 10Q: 3 clusters Score -135861.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -135861.671875 Penalty: 3441.869873
	Iteration 11Q: 3 clusters Score -135861.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -135862.906250 Penalty: 3441.869873
	Iteration 12Q: 3 clusters Score -135862.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -135862.906250 Penalty: 3441.869873
	Iteration 13F: 3 clusters Score -135862.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Entering Unmasked Estep 
Score: -2385205.000000 Penalty: 2412.869629
	Iteration 0F: 2 clusters Score -2385205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2373294.500000 Penalty: 4825.739258
	Iteration 0F: 3 clusters Score -2373294 nChanged 7219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2377029.250000 Penalty: 4825.739258
	Iteration 1F: 3 clusters Score -2377029 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -2377359.000000 Penalty: 4825.739258
	Iteration 2F: 3 clusters Score -2377359 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -2377629.000000 Penalty: 4825.739258
	Iteration 3Q: 3 clusters Score -2377629 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -2377851.000000 Penalty: 4825.739258
	Iteration 4Q: 3 clusters Score -2377851 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -2378074.000000 Penalty: 4825.739258
	Iteration 5Q: 3 clusters Score -2378074 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -2378251.750000 Penalty: 4825.739258
	Iteration 6Q: 3 clusters Score -2378252 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2378438.000000 Penalty: 4825.739258
	Iteration 7Q: 3 clusters Score -2378438 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -2378664.000000 Penalty: 4825.739258
	Iteration 8Q: 3 clusters Score -2378664 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -2378905.000000 Penalty: 4825.739258
	Iteration 9Q: 3 clusters Score -2378905 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -2379242.250000 Penalty: 4825.739258
	Iteration 10Q: 3 clusters Score -2379242 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -2379742.750000 Penalty: 4825.739258
	Iteration 11Q: 3 clusters Score -2379743 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2380361.750000 Penalty: 4825.739258
	Iteration 12F: 3 clusters Score -2380362 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -2380950.000000 Penalty: 4825.739258
	Iteration 13Q: 3 clusters Score -2380950 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2381426.250000 Penalty: 4825.739258
	Iteration 14Q: 3 clusters Score -2381426 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -2381786.500000 Penalty: 4825.739258
	Iteration 15Q: 3 clusters Score -2381786 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -2382014.750000 Penalty: 4825.739258
	Iteration 16Q: 3 clusters Score -2382015 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -2382211.750000 Penalty: 4825.739258
	Iteration 17Q: 3 clusters Score -2382212 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -2382356.750000 Penalty: 4825.739258
	Iteration 18Q: 3 clusters Score -2382357 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -2382479.500000 Penalty: 4825.739258
	Iteration 19Q: 3 clusters Score -2382480 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -2382576.000000 Penalty: 4825.739258
	Iteration 20F: 3 clusters Score -2382576 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -2382648.750000 Penalty: 4825.739258
	Iteration 21Q: 3 clusters Score -2382649 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -2382727.750000 Penalty: 4825.739258
	Iteration 22Q: 3 clusters Score -2382728 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -2382805.500000 Penalty: 4825.739258
	Iteration 23Q: 3 clusters Score -2382806 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -2382876.250000 Penalty: 4825.739258
	Iteration 24Q: 3 clusters Score -2382876 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -2382934.500000 Penalty: 4825.739258
	Iteration 25Q: 3 clusters Score -2382934 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -2382994.750000 Penalty: 4825.739258
	Iteration 26Q: 3 clusters Score -2382995 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -2383045.000000 Penalty: 4825.739258
	Iteration 27Q: 3 clusters Score -2383045 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -2383083.500000 Penalty: 4825.739258
	Iteration 28Q: 3 clusters Score -2383084 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -2383109.250000 Penalty: 4825.739258
	Iteration 29Q: 3 clusters Score -2383109 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -2383142.500000 Penalty: 4825.739258
	Iteration 30Q: 3 clusters Score -2383142 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -2383170.250000 Penalty: 4825.739258
	Iteration 31Q: 3 clusters Score -2383170 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -2383182.750000 Penalty: 4825.739258
	Iteration 32Q: 3 clusters Score -2383183 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -2383207.000000 Penalty: 4825.739258
	Iteration 33Q: 3 clusters Score -2383207 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -2383226.750000 Penalty: 4825.739258
	Iteration 34Q: 3 clusters Score -2383227 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -2383233.000000 Penalty: 4825.739258
	Iteration 35Q: 3 clusters Score -2383233 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -2383241.250000 Penalty: 4825.739258
	Iteration 36Q: 3 clusters Score -2383241 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -2383254.500000 Penalty: 4825.739258
	Iteration 37Q: 3 clusters Score -2383254 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -2383271.000000 Penalty: 4825.739258
	Iteration 38Q: 3 clusters Score -2383271 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -2383283.250000 Penalty: 4825.739258
	Iteration 39Q: 3 clusters Score -2383283 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -2383297.000000 Penalty: 4825.739258
	Iteration 40F: 3 clusters Score -2383297 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2383307.000000 Penalty: 4825.739258
	Iteration 41Q: 3 clusters Score -2383307 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -2383316.250000 Penalty: 4825.739258
	Iteration 42Q: 3 clusters Score -2383316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -2383324.750000 Penalty: 4825.739258
	Iteration 43Q: 3 clusters Score -2383325 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -2383325.750000 Penalty: 4825.739258
	Iteration 44Q: 3 clusters Score -2383326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -2383335.750000 Penalty: 4825.739258
	Iteration 45Q: 3 clusters Score -2383336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -2383346.500000 Penalty: 4825.739258
	Iteration 46Q: 3 clusters Score -2383346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -2383357.000000 Penalty: 4825.739258
	Iteration 47Q: 3 clusters Score -2383357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -2383359.000000 Penalty: 4825.739258
	Iteration 48Q: 3 clusters Score -2383359 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -2383365.500000 Penalty: 4825.739258
	Iteration 49Q: 3 clusters Score -2383366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -2383376.500000 Penalty: 4825.739258
	Iteration 50Q: 3 clusters Score -2383376 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -2383382.250000 Penalty: 4825.739258
	Iteration 51Q: 3 clusters Score -2383382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -2383384.250000 Penalty: 4825.739258
	Iteration 52Q: 3 clusters Score -2383384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -2383388.250000 Penalty: 4825.739258
	Iteration 53Q: 3 clusters Score -2383388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -2383399.000000 Penalty: 4825.739258
	Iteration 54Q: 3 clusters Score -2383399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -2383399.250000 Penalty: 4825.739258
	Iteration 55Q: 3 clusters Score -2383399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -2383401.750000 Penalty: 4825.739258
	Iteration 56Q: 3 clusters Score -2383402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -2383405.000000 Penalty: 4825.739258
	Iteration 57Q: 3 clusters Score -2383405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -2383406.250000 Penalty: 4825.739258
	Iteration 58Q: 3 clusters Score -2383406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -2383408.250000 Penalty: 4825.739258
	Iteration 59Q: 3 clusters Score -2383408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -2383409.250000 Penalty: 4825.739258
	Iteration 60F: 3 clusters Score -2383409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -2383412.000000 Penalty: 4825.739258
	Iteration 61Q: 3 clusters Score -2383412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -2383416.750000 Penalty: 4825.739258
	Iteration 62Q: 3 clusters Score -2383417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -2383415.000000 Penalty: 4825.739258
	Iteration 63Q: 3 clusters Score -2383415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -2383419.500000 Penalty: 4825.739258
	Iteration 64Q: 3 clusters Score -2383420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -2383416.500000 Penalty: 4825.739258
	Iteration 65Q: 3 clusters Score -2383416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -2383419.750000 Penalty: 4825.739258
	Iteration 66Q: 3 clusters Score -2383420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -2383419.500000 Penalty: 4825.739258
	Iteration 67Q: 3 clusters Score -2383420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -2383417.500000 Penalty: 4825.739258
	Iteration 68Q: 3 clusters Score -2383418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -2383420.500000 Penalty: 4825.739258
	Iteration 69Q: 3 clusters Score -2383420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -2383420.500000 Penalty: 4825.739258
	Iteration 70Q: 3 clusters Score -2383420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -2383424.000000 Penalty: 4825.739258
	Iteration 71Q: 3 clusters Score -2383424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -2383420.750000 Penalty: 4825.739258
	Iteration 72Q: 3 clusters Score -2383421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -2383422.250000 Penalty: 4825.739258
	Iteration 73Q: 3 clusters Score -2383422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -2383422.250000 Penalty: 4825.739258
	Iteration 74F: 3 clusters Score -2383422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Entering Unmasked Estep 
Score: -3709257.750000 Penalty: 2533.076660
	Iteration 0F: 2 clusters Score -3709258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -3690440.250000 Penalty: 5066.153320
	Iteration 0F: 3 clusters Score -3690440 nChanged 12194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -3697141.750000 Penalty: 5066.153320
	Iteration 1F: 3 clusters Score -3697142 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -3697854.500000 Penalty: 5066.153320
	Iteration 2F: 3 clusters Score -3697854 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -3698865.250000 Penalty: 5066.153320
	Iteration 3F: 3 clusters Score -3698865 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -3700309.500000 Penalty: 5066.153320
	Iteration 4F: 3 clusters Score -3700310 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -3702054.750000 Penalty: 5066.153320
	Iteration 5F: 3 clusters Score -3702055 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -3703755.500000 Penalty: 5066.153320
	Iteration 6F: 3 clusters Score -3703756 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -3705213.750000 Penalty: 5066.153320
	Iteration 7F: 3 clusters Score -3705214 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -3706275.000000 Penalty: 5066.153320
	Iteration 8F: 3 clusters Score -3706275 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -3706988.250000 Penalty: 5066.153320
	Iteration 9Q: 3 clusters Score -3706988 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -3707523.250000 Penalty: 5066.153320
	Iteration 10Q: 3 clusters Score -3707523 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -3707881.500000 Penalty: 5066.153320
	Iteration 11Q: 3 clusters Score -3707882 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -3708171.000000 Penalty: 5066.153320
	Iteration 12Q: 3 clusters Score -3708171 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -3708398.000000 Penalty: 5066.153320
	Iteration 13Q: 3 clusters Score -3708398 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -3708622.250000 Penalty: 5066.153320
	Iteration 14Q: 3 clusters Score -3708622 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -3708855.500000 Penalty: 5066.153320
	Iteration 15Q: 3 clusters Score -3708856 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -3709038.250000 Penalty: 5066.153320
	Iteration 16Q: 3 clusters Score -3709038 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -3709161.750000 Penalty: 5066.153320
	Iteration 17Q: 3 clusters Score -3709162 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -3709242.250000 Penalty: 5066.153320
	Iteration 18Q: 3 clusters Score -3709242 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -3709279.250000 Penalty: 5066.153320
	Iteration 19Q: 3 clusters Score -3709279 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -3709315.500000 Penalty: 5066.153320
	Iteration 20F: 3 clusters Score -3709316 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -3709334.750000 Penalty: 5066.153320
	Iteration 21Q: 3 clusters Score -3709335 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -3709350.750000 Penalty: 5066.153320
	Iteration 22Q: 3 clusters Score -3709351 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -3709349.500000 Penalty: 5066.153320
	Iteration 23Q: 3 clusters Score -3709350 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -3709357.750000 Penalty: 5066.153320
	Iteration 24Q: 3 clusters Score -3709358 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -3709372.250000 Penalty: 5066.153320
	Iteration 25Q: 3 clusters Score -3709372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -3709382.750000 Penalty: 5066.153320
	Iteration 26Q: 3 clusters Score -3709383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -3709382.750000 Penalty: 5066.153320
	Iteration 27Q: 3 clusters Score -3709383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -3709388.500000 Penalty: 5066.153320
	Iteration 28Q: 3 clusters Score -3709388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -3709385.000000 Penalty: 5066.153320
	Iteration 29Q: 3 clusters Score -3709385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -3709386.750000 Penalty: 5066.153320
	Iteration 30Q: 3 clusters Score -3709387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -3709386.500000 Penalty: 5066.153320
	Iteration 31Q: 3 clusters Score -3709386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -3709386.500000 Penalty: 5066.153320
	Iteration 32Q: 3 clusters Score -3709386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -3709385.000000 Penalty: 5066.153320
	Iteration 33Q: 3 clusters Score -3709385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -3709383.750000 Penalty: 5066.153320
	Iteration 34Q: 3 clusters Score -3709384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -3709381.750000 Penalty: 5066.153320
	Iteration 35Q: 3 clusters Score -3709382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -3709386.250000 Penalty: 5066.153320
	Iteration 36Q: 3 clusters Score -3709386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -3709387.750000 Penalty: 5066.153320
	Iteration 37Q: 3 clusters Score -3709388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -3709390.000000 Penalty: 5066.153320
	Iteration 38Q: 3 clusters Score -3709390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -3709390.000000 Penalty: 5066.153320
	Iteration 39F: 3 clusters Score -3709390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 825 members 
Mstep: Class 4 contains 150453 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 54208 members 
Mstep: Class 9 contains 83966 members 
Mstep: Class 10 contains 1032 members 
Mstep: Class 11 contains 16803 members 
Mstep: Class 12 contains 1346 members 
Mstep: Class 13 contains 15812 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1712 members 
Mstep: Class 16 contains 17510 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66014 members 
Mstep: Class 19 contains 7342 members 
Mstep: Class 20 contains 121052 members 
Mstep: Class 21 contains 19076 members 
Mstep: Class 22 contains 165461 members 
Mstep: Class 23 contains 171112 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Mstep: Class 26 contains 25937 members 
Entering Unmasked Estep 
Score: -132694008.000000 Penalty: 88826.445312
Splitting cluster 12 changes total score from -132694816.000000 to -132694008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (15812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Entering Unmasked Estep 
Score: -2243280.250000 Penalty: 2397.794189
	Iteration 0F: 2 clusters Score -2243280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -2231884.000000 Penalty: 4795.588379
	Iteration 0F: 3 clusters Score -2231884 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -2235486.750000 Penalty: 4795.588379
	Iteration 1F: 3 clusters Score -2235487 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2235820.500000 Penalty: 4795.588379
	Iteration 2F: 3 clusters Score -2235820 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -2236080.000000 Penalty: 4795.588379
	Iteration 3Q: 3 clusters Score -2236080 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -2236278.250000 Penalty: 4795.588379
	Iteration 4Q: 3 clusters Score -2236278 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -2236450.000000 Penalty: 4795.588379
	Iteration 5Q: 3 clusters Score -2236450 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -2236579.750000 Penalty: 4795.588379
	Iteration 6Q: 3 clusters Score -2236580 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -2236721.500000 Penalty: 4795.588379
	Iteration 7Q: 3 clusters Score -2236722 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2236862.750000 Penalty: 4795.588379
	Iteration 8Q: 3 clusters Score -2236863 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -2237013.750000 Penalty: 4795.588379
	Iteration 9Q: 3 clusters Score -2237014 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -2237208.000000 Penalty: 4795.588379
	Iteration 10Q: 3 clusters Score -2237208 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -2237420.250000 Penalty: 4795.588379
	Iteration 11Q: 3 clusters Score -2237420 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2237674.250000 Penalty: 4795.588379
	Iteration 12Q: 3 clusters Score -2237674 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -2237991.000000 Penalty: 4795.588379
	Iteration 13Q: 3 clusters Score -2237991 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -2238392.500000 Penalty: 4795.588379
	Iteration 14Q: 3 clusters Score -2238392 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -2238867.750000 Penalty: 4795.588379
	Iteration 15Q: 3 clusters Score -2238868 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -2239317.500000 Penalty: 4795.588379
	Iteration 16Q: 3 clusters Score -2239318 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -2239680.750000 Penalty: 4795.588379
	Iteration 17Q: 3 clusters Score -2239681 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -2239922.500000 Penalty: 4795.588379
	Iteration 18Q: 3 clusters Score -2239922 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2240095.750000 Penalty: 4795.588379
	Iteration 19Q: 3 clusters Score -2240096 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2240245.500000 Penalty: 4795.588379
	Iteration 20F: 3 clusters Score -2240246 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2240346.000000 Penalty: 4795.588379
	Iteration 21Q: 3 clusters Score -2240346 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2240448.000000 Penalty: 4795.588379
	Iteration 22Q: 3 clusters Score -2240448 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2240538.000000 Penalty: 4795.588379
	Iteration 23Q: 3 clusters Score -2240538 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2240628.000000 Penalty: 4795.588379
	Iteration 24Q: 3 clusters Score -2240628 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2240712.000000 Penalty: 4795.588379
	Iteration 25Q: 3 clusters Score -2240712 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2240783.250000 Penalty: 4795.588379
	Iteration 26Q: 3 clusters Score -2240783 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2240848.500000 Penalty: 4795.588379
	Iteration 27Q: 3 clusters Score -2240848 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2240900.750000 Penalty: 4795.588379
	Iteration 28Q: 3 clusters Score -2240901 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2240931.000000 Penalty: 4795.588379
	Iteration 29Q: 3 clusters Score -2240931 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2240956.250000 Penalty: 4795.588379
	Iteration 30Q: 3 clusters Score -2240956 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2240978.750000 Penalty: 4795.588379
	Iteration 31Q: 3 clusters Score -2240979 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2241003.000000 Penalty: 4795.588379
	Iteration 32Q: 3 clusters Score -2241003 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2241029.250000 Penalty: 4795.588379
	Iteration 33Q: 3 clusters Score -2241029 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2241052.500000 Penalty: 4795.588379
	Iteration 34Q: 3 clusters Score -2241052 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2241074.250000 Penalty: 4795.588379
	Iteration 35Q: 3 clusters Score -2241074 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2241093.250000 Penalty: 4795.588379
	Iteration 36Q: 3 clusters Score -2241093 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2241108.500000 Penalty: 4795.588379
	Iteration 37Q: 3 clusters Score -2241108 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2241119.500000 Penalty: 4795.588379
	Iteration 38Q: 3 clusters Score -2241120 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2241131.500000 Penalty: 4795.588379
	Iteration 39Q: 3 clusters Score -2241132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2241139.750000 Penalty: 4795.588379
	Iteration 40F: 3 clusters Score -2241140 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2241149.500000 Penalty: 4795.588379
	Iteration 41Q: 3 clusters Score -2241150 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2241166.500000 Penalty: 4795.588379
	Iteration 42Q: 3 clusters Score -2241166 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2241185.750000 Penalty: 4795.588379
	Iteration 43Q: 3 clusters Score -2241186 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2241197.250000 Penalty: 4795.588379
	Iteration 44Q: 3 clusters Score -2241197 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2241208.750000 Penalty: 4795.588379
	Iteration 45Q: 3 clusters Score -2241209 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2241216.750000 Penalty: 4795.588379
	Iteration 46Q: 3 clusters Score -2241217 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2241224.750000 Penalty: 4795.588379
	Iteration 47Q: 3 clusters Score -2241225 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2241225.000000 Penalty: 4795.588379
	Iteration 48Q: 3 clusters Score -2241225 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2241230.500000 Penalty: 4795.588379
	Iteration 49Q: 3 clusters Score -2241230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2241233.750000 Penalty: 4795.588379
	Iteration 50Q: 3 clusters Score -2241234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2241246.000000 Penalty: 4795.588379
	Iteration 51Q: 3 clusters Score -2241246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2241250.250000 Penalty: 4795.588379
	Iteration 52Q: 3 clusters Score -2241250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2241252.000000 Penalty: 4795.588379
	Iteration 53Q: 3 clusters Score -2241252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2241251.500000 Penalty: 4795.588379
	Iteration 54Q: 3 clusters Score -2241252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2241254.000000 Penalty: 4795.588379
	Iteration 55Q: 3 clusters Score -2241254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2241252.250000 Penalty: 4795.588379
	Iteration 56Q: 3 clusters Score -2241252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2241263.000000 Penalty: 4795.588379
	Iteration 57Q: 3 clusters Score -2241263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2241258.750000 Penalty: 4795.588379
	Iteration 58Q: 3 clusters Score -2241259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2241258.500000 Penalty: 4795.588379
	Iteration 59Q: 3 clusters Score -2241258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2241261.250000 Penalty: 4795.588379
	Iteration 60F: 3 clusters Score -2241261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2241265.750000 Penalty: 4795.588379
	Iteration 61Q: 3 clusters Score -2241266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2241270.250000 Penalty: 4795.588379
	Iteration 62Q: 3 clusters Score -2241270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2241272.500000 Penalty: 4795.588379
	Iteration 63Q: 3 clusters Score -2241272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2241272.500000 Penalty: 4795.588379
	Iteration 64Q: 3 clusters Score -2241272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2241279.000000 Penalty: 4795.588379
	Iteration 65Q: 3 clusters Score -2241279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2241283.500000 Penalty: 4795.588379
	Iteration 66Q: 3 clusters Score -2241284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2241281.250000 Penalty: 4795.588379
	Iteration 67Q: 3 clusters Score -2241281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2241284.250000 Penalty: 4795.588379
	Iteration 68Q: 3 clusters Score -2241284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2241287.250000 Penalty: 4795.588379
	Iteration 69Q: 3 clusters Score -2241287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2241285.000000 Penalty: 4795.588379
	Iteration 70Q: 3 clusters Score -2241285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2241286.750000 Penalty: 4795.588379
	Iteration 71Q: 3 clusters Score -2241287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2241284.750000 Penalty: 4795.588379
	Iteration 72Q: 3 clusters Score -2241285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2241284.750000 Penalty: 4795.588379
	Iteration 73F: 3 clusters Score -2241285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -49710.195312 Penalty: 1520.004517
	Iteration 0F: 2 clusters Score -49710.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -48362.703125 Penalty: 3040.009033
	Iteration 0F: 3 clusters Score -48362.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -48685.152344 Penalty: 3040.009033
	Iteration 1F: 3 clusters Score -48685.15 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -48986.328125 Penalty: 3040.009033
	Iteration 2F: 3 clusters Score -48986.33 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -49207.453125 Penalty: 3040.009033
	Iteration 3F: 3 clusters Score -49207.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -49476.375000 Penalty: 3040.009033
	Iteration 4F: 3 clusters Score -49476.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -49770.726562 Penalty: 3040.009033
	Iteration 5F: 3 clusters Score -49770.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -49934.093750 Penalty: 3040.009033
	Iteration 6Q: 3 clusters Score -49934.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -50049.183594 Penalty: 3040.009033
	Iteration 7Q: 3 clusters Score -50049.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -50092.285156 Penalty: 3040.009033
	Iteration 8Q: 3 clusters Score -50092.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -50201.371094 Penalty: 3040.009033
	Iteration 9Q: 3 clusters Score -50201.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -50230.121094 Penalty: 3040.009033
	Iteration 10Q: 3 clusters Score -50230.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -50290.234375 Penalty: 3040.009033
	Iteration 11Q: 3 clusters Score -50290.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -50478.722656 Penalty: 3040.009033
	Iteration 12Q: 3 clusters Score -50478.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -50611.285156 Penalty: 3040.009033
	Iteration 13Q: 3 clusters Score -50611.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -50617.402344 Penalty: 3040.009033
	Iteration 14Q: 3 clusters Score -50617.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -50617.402344 Penalty: 3040.009033
	Iteration 15F: 3 clusters Score -50617.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 825 members 
Mstep: Class 4 contains 150453 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 54208 members 
Mstep: Class 9 contains 83966 members 
Mstep: Class 10 contains 1032 members 
Mstep: Class 11 contains 16803 members 
Mstep: Class 12 contains 27283 members 
Mstep: Class 13 contains 15812 members 
Mstep: Class 14 contains 144 members 
Mstep: Class 15 contains 1712 members 
Mstep: Class 16 contains 17510 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66014 members 
Mstep: Class 19 contains 7342 members 
Mstep: Class 20 contains 121052 members 
Mstep: Class 21 contains 19076 members 
Mstep: Class 22 contains 165461 members 
Mstep: Class 23 contains 171112 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Mstep: Class 26 contains 315 members 
Entering Unmasked Estep 
Score: -132693912.000000 Penalty: 88826.445312
Splitting cluster 14 changes total score from -132694816.000000 to -132693912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (1712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Entering Unmasked Estep 
Score: -241188.421875 Penalty: 1846.463501
	Iteration 0F: 2 clusters Score -241188.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -238753.203125 Penalty: 3692.927002
	Iteration 0F: 3 clusters Score -238753.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -239128.796875 Penalty: 3692.927002
	Iteration 1F: 3 clusters Score -239128.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -239221.031250 Penalty: 3692.927002
	Iteration 2F: 3 clusters Score -239221 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -239285.687500 Penalty: 3692.927002
	Iteration 3Q: 3 clusters Score -239285.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -239320.718750 Penalty: 3692.927002
	Iteration 4Q: 3 clusters Score -239320.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -239342.078125 Penalty: 3692.927002
	Iteration 5Q: 3 clusters Score -239342.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -239360.515625 Penalty: 3692.927002
	Iteration 6Q: 3 clusters Score -239360.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -239372.921875 Penalty: 3692.927002
	Iteration 7Q: 3 clusters Score -239372.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -239382.937500 Penalty: 3692.927002
	Iteration 8Q: 3 clusters Score -239382.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -239389.218750 Penalty: 3692.927002
	Iteration 9Q: 3 clusters Score -239389.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -239392.718750 Penalty: 3692.927002
	Iteration 10Q: 3 clusters Score -239392.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -239398.500000 Penalty: 3692.927002
	Iteration 11Q: 3 clusters Score -239398.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -239402.828125 Penalty: 3692.927002
	Iteration 12Q: 3 clusters Score -239402.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -239409.968750 Penalty: 3692.927002
	Iteration 13Q: 3 clusters Score -239410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -239415.421875 Penalty: 3692.927002
	Iteration 14Q: 3 clusters Score -239415.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -239419.656250 Penalty: 3692.927002
	Iteration 15Q: 3 clusters Score -239419.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -239422.250000 Penalty: 3692.927002
	Iteration 16Q: 3 clusters Score -239422.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -239423.750000 Penalty: 3692.927002
	Iteration 17Q: 3 clusters Score -239423.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -239425.656250 Penalty: 3692.927002
	Iteration 18Q: 3 clusters Score -239425.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -239428.890625 Penalty: 3692.927002
	Iteration 19Q: 3 clusters Score -239428.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -239429.406250 Penalty: 3692.927002
	Iteration 20F: 3 clusters Score -239429.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -239429.984375 Penalty: 3692.927002
	Iteration 21Q: 3 clusters Score -239430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -239429.984375 Penalty: 3692.927002
	Iteration 22F: 3 clusters Score -239430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Entering Unmasked Estep 
Score: -2471504.750000 Penalty: 2423.090820
	Iteration 0F: 2 clusters Score -2471505 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 8693 members 
Entering Unmasked Estep 
Score: -2459040.500000 Penalty: 4846.181641
	Iteration 0F: 3 clusters Score -2459040 nChanged 7636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -2463240.750000 Penalty: 4846.181641
	Iteration 1F: 3 clusters Score -2463241 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -2463546.000000 Penalty: 4846.181641
	Iteration 2F: 3 clusters Score -2463546 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -2463795.250000 Penalty: 4846.181641
	Iteration 3Q: 3 clusters Score -2463795 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -2463965.250000 Penalty: 4846.181641
	Iteration 4Q: 3 clusters Score -2463965 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -2464117.000000 Penalty: 4846.181641
	Iteration 5Q: 3 clusters Score -2464117 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -2464274.000000 Penalty: 4846.181641
	Iteration 6Q: 3 clusters Score -2464274 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -2464449.000000 Penalty: 4846.181641
	Iteration 7Q: 3 clusters Score -2464449 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -2464624.000000 Penalty: 4846.181641
	Iteration 8Q: 3 clusters Score -2464624 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2464865.750000 Penalty: 4846.181641
	Iteration 9Q: 3 clusters Score -2464866 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -2465198.750000 Penalty: 4846.181641
	Iteration 10Q: 3 clusters Score -2465199 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -2465636.750000 Penalty: 4846.181641
	Iteration 11Q: 3 clusters Score -2465637 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -2466225.750000 Penalty: 4846.181641
	Iteration 12Q: 3 clusters Score -2466226 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2466934.250000 Penalty: 4846.181641
	Iteration 13F: 3 clusters Score -2466934 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2467641.000000 Penalty: 4846.181641
	Iteration 14Q: 3 clusters Score -2467641 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2468265.500000 Penalty: 4846.181641
	Iteration 15Q: 3 clusters Score -2468266 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2468705.250000 Penalty: 4846.181641
	Iteration 16Q: 3 clusters Score -2468705 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2469000.250000 Penalty: 4846.181641
	Iteration 17Q: 3 clusters Score -2469000 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2469148.000000 Penalty: 4846.181641
	Iteration 18Q: 3 clusters Score -2469148 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2469249.500000 Penalty: 4846.181641
	Iteration 19Q: 3 clusters Score -2469250 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2469322.750000 Penalty: 4846.181641
	Iteration 20F: 3 clusters Score -2469323 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2469347.250000 Penalty: 4846.181641
	Iteration 21Q: 3 clusters Score -2469347 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2469365.750000 Penalty: 4846.181641
	Iteration 22Q: 3 clusters Score -2469366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2469385.250000 Penalty: 4846.181641
	Iteration 23Q: 3 clusters Score -2469385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2469395.750000 Penalty: 4846.181641
	Iteration 24Q: 3 clusters Score -2469396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2469400.750000 Penalty: 4846.181641
	Iteration 25Q: 3 clusters Score -2469401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2469409.750000 Penalty: 4846.181641
	Iteration 26Q: 3 clusters Score -2469410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2469412.250000 Penalty: 4846.181641
	Iteration 27Q: 3 clusters Score -2469412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2469415.750000 Penalty: 4846.181641
	Iteration 28Q: 3 clusters Score -2469416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2469421.000000 Penalty: 4846.181641
	Iteration 29Q: 3 clusters Score -2469421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2469422.500000 Penalty: 4846.181641
	Iteration 30Q: 3 clusters Score -2469422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2469424.750000 Penalty: 4846.181641
	Iteration 31Q: 3 clusters Score -2469425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2469424.750000 Penalty: 4846.181641
	Iteration 32F: 3 clusters Score -2469425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -51199.085938 Penalty: 1514.541626
	Iteration 0F: 2 clusters Score -51199.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -49734.968750 Penalty: 3029.083252
	Iteration 0F: 3 clusters Score -49734.97 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -49920.777344 Penalty: 3029.083252
	Iteration 1F: 3 clusters Score -49920.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -50028.519531 Penalty: 3029.083252
	Iteration 2F: 3 clusters Score -50028.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -50180.953125 Penalty: 3029.083252
	Iteration 3F: 3 clusters Score -50180.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50390.218750 Penalty: 3029.083252
	Iteration 4F: 3 clusters Score -50390.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50590.214844 Penalty: 3029.083252
	Iteration 5Q: 3 clusters Score -50590.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50691.507812 Penalty: 3029.083252
	Iteration 6Q: 3 clusters Score -50691.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50761.023438 Penalty: 3029.083252
	Iteration 7Q: 3 clusters Score -50761.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50807.199219 Penalty: 3029.083252
	Iteration 8Q: 3 clusters Score -50807.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -50829.300781 Penalty: 3029.083252
	Iteration 9Q: 3 clusters Score -50829.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50842.406250 Penalty: 3029.083252
	Iteration 10Q: 3 clusters Score -50842.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50847.343750 Penalty: 3029.083252
	Iteration 11Q: 3 clusters Score -50847.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -50849.039062 Penalty: 3029.083252
	Iteration 12Q: 3 clusters Score -50849.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -50849.039062 Penalty: 3029.083252
	Iteration 13F: 3 clusters Score -50849.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (66014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66014 members 
Entering Unmasked Estep 
Score: -9291904.000000 Penalty: 2752.210205
	Iteration 0F: 2 clusters Score -9291904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -9247728.000000 Penalty: 5504.420410
	Iteration 0F: 3 clusters Score -9247728 nChanged 30564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -9264666.000000 Penalty: 5504.420410
	Iteration 1F: 3 clusters Score -9264666 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -9265232.000000 Penalty: 5504.420410
	Iteration 2Q: 3 clusters Score -9265232 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -9265660.000000 Penalty: 5504.420410
	Iteration 3Q: 3 clusters Score -9265660 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -9266062.000000 Penalty: 5504.420410
	Iteration 4Q: 3 clusters Score -9266062 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -9266471.000000 Penalty: 5504.420410
	Iteration 5Q: 3 clusters Score -9266471 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -9266816.000000 Penalty: 5504.420410
	Iteration 6Q: 3 clusters Score -9266816 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -9267304.000000 Penalty: 5504.420410
	Iteration 7Q: 3 clusters Score -9267304 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -9267937.000000 Penalty: 5504.420410
	Iteration 8Q: 3 clusters Score -9267937 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
Score: -9268954.000000 Penalty: 5504.420410
	Iteration 9Q: 3 clusters Score -9268954 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -9270678.000000 Penalty: 5504.420410
	Iteration 10Q: 3 clusters Score -9270678 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 46537 members 
Entering Unmasked Estep 
Score: -9273086.000000 Penalty: 5504.420410
	Iteration 11F: 3 clusters Score -9273086 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 50716 members 
Entering Unmasked Estep 
Score: -9276325.000000 Penalty: 5504.420410
	Iteration 12F: 3 clusters Score -9276325 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 55222 members 
Entering Unmasked Estep 
Score: -9280164.000000 Penalty: 5504.420410
	Iteration 13F: 3 clusters Score -9280164 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 59299 members 
Entering Unmasked Estep 
Score: -9283833.000000 Penalty: 5504.420410
	Iteration 14F: 3 clusters Score -9283833 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 62282 members 
Entering Unmasked Estep 
Score: -9286530.000000 Penalty: 5504.420410
	Iteration 15Q: 3 clusters Score -9286530 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 63990 members 
Entering Unmasked Estep 
Score: -9287998.000000 Penalty: 5504.420410
	Iteration 16Q: 3 clusters Score -9287998 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 64802 members 
Entering Unmasked Estep 
Score: -9288708.000000 Penalty: 5504.420410
	Iteration 17Q: 3 clusters Score -9288708 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 65188 members 
Entering Unmasked Estep 
Score: -9289069.000000 Penalty: 5504.420410
	Iteration 18Q: 3 clusters Score -9289069 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 65366 members 
Entering Unmasked Estep 
Score: -9289240.000000 Penalty: 5504.420410
	Iteration 19Q: 3 clusters Score -9289240 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 65459 members 
Entering Unmasked Estep 
Score: -9289334.000000 Penalty: 5504.420410
	Iteration 20F: 3 clusters Score -9289334 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 65514 members 
Entering Unmasked Estep 
Score: -9289365.000000 Penalty: 5504.420410
	Iteration 21Q: 3 clusters Score -9289365 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 65546 members 
Entering Unmasked Estep 
Score: -9289391.000000 Penalty: 5504.420410
	Iteration 22Q: 3 clusters Score -9289391 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 65563 members 
Entering Unmasked Estep 
Score: -9289416.000000 Penalty: 5504.420410
	Iteration 23Q: 3 clusters Score -9289416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 65573 members 
Entering Unmasked Estep 
Score: -9289426.000000 Penalty: 5504.420410
	Iteration 24Q: 3 clusters Score -9289426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 65585 members 
Entering Unmasked Estep 
Score: -9289447.000000 Penalty: 5504.420410
	Iteration 25Q: 3 clusters Score -9289447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 65590 members 
Entering Unmasked Estep 
Score: -9289455.000000 Penalty: 5504.420410
	Iteration 26Q: 3 clusters Score -9289455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 65598 members 
Entering Unmasked Estep 
Score: -9289462.000000 Penalty: 5504.420410
	Iteration 27Q: 3 clusters Score -9289462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 65600 members 
Entering Unmasked Estep 
Score: -9289472.000000 Penalty: 5504.420410
	Iteration 28Q: 3 clusters Score -9289472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 65606 members 
Entering Unmasked Estep 
Score: -9289469.000000 Penalty: 5504.420410
	Iteration 29Q: 3 clusters Score -9289469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 65615 members 
Entering Unmasked Estep 
Score: -9289474.000000 Penalty: 5504.420410
	Iteration 30Q: 3 clusters Score -9289474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 65619 members 
Entering Unmasked Estep 
Score: -9289471.000000 Penalty: 5504.420410
	Iteration 31Q: 3 clusters Score -9289471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 65624 members 
Entering Unmasked Estep 
Score: -9289480.000000 Penalty: 5504.420410
	Iteration 32Q: 3 clusters Score -9289480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 65627 members 
Entering Unmasked Estep 
Score: -9289488.000000 Penalty: 5504.420410
	Iteration 33Q: 3 clusters Score -9289488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 65626 members 
Entering Unmasked Estep 
Score: -9289489.000000 Penalty: 5504.420410
	Iteration 34Q: 3 clusters Score -9289489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 65627 members 
Entering Unmasked Estep 
Score: -9289501.000000 Penalty: 5504.420410
	Iteration 35Q: 3 clusters Score -9289501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 65627 members 
Entering Unmasked Estep 
Score: -9289505.000000 Penalty: 5504.420410
	Iteration 36Q: 3 clusters Score -9289505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 65630 members 
Entering Unmasked Estep 
Score: -9289515.000000 Penalty: 5504.420410
	Iteration 37Q: 3 clusters Score -9289515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 65630 members 
Entering Unmasked Estep 
Score: -9289512.000000 Penalty: 5504.420410
	Iteration 38Q: 3 clusters Score -9289512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 65633 members 
Entering Unmasked Estep 
Score: -9289521.000000 Penalty: 5504.420410
	Iteration 39Q: 3 clusters Score -9289521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 65634 members 
Entering Unmasked Estep 
Score: -9289522.000000 Penalty: 5504.420410
	Iteration 40F: 3 clusters Score -9289522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 65633 members 
Entering Unmasked Estep 
Score: -9289528.000000 Penalty: 5504.420410
	Iteration 41Q: 3 clusters Score -9289528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 65631 members 
Entering Unmasked Estep 
Score: -9289532.000000 Penalty: 5504.420410
	Iteration 42Q: 3 clusters Score -9289532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 65635 members 
Entering Unmasked Estep 
Score: -9289542.000000 Penalty: 5504.420410
	Iteration 43Q: 3 clusters Score -9289542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 65639 members 
Entering Unmasked Estep 
Score: -9289545.000000 Penalty: 5504.420410
	Iteration 44Q: 3 clusters Score -9289545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 65641 members 
Entering Unmasked Estep 
Score: -9289549.000000 Penalty: 5504.420410
	Iteration 45Q: 3 clusters Score -9289549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 65642 members 
Entering Unmasked Estep 
Score: -9289543.000000 Penalty: 5504.420410
	Iteration 46Q: 3 clusters Score -9289543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 65643 members 
Entering Unmasked Estep 
Score: -9289551.000000 Penalty: 5504.420410
	Iteration 47Q: 3 clusters Score -9289551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 65644 members 
Entering Unmasked Estep 
Score: -9289544.000000 Penalty: 5504.420410
	Iteration 48Q: 3 clusters Score -9289544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 65645 members 
Entering Unmasked Estep 
Score: -9289550.000000 Penalty: 5504.420410
	Iteration 49Q: 3 clusters Score -9289550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 65650 members 
Entering Unmasked Estep 
Score: -9289564.000000 Penalty: 5504.420410
	Iteration 50Q: 3 clusters Score -9289564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 65651 members 
Entering Unmasked Estep 
Score: -9289566.000000 Penalty: 5504.420410
	Iteration 51Q: 3 clusters Score -9289566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 65651 members 
Entering Unmasked Estep 
Score: -9289566.000000 Penalty: 5504.420410
	Iteration 52F: 3 clusters Score -9289566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Entering Unmasked Estep 
Score: -994404.500000 Penalty: 2207.538818
	Iteration 0F: 2 clusters Score -994404.5 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 3633 members 
Entering Unmasked Estep 
Score: -988353.875000 Penalty: 4415.077637
	Iteration 0F: 3 clusters Score -988353.9 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -989862.312500 Penalty: 4415.077637
	Iteration 1F: 3 clusters Score -989862.3 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -990129.937500 Penalty: 4415.077637
	Iteration 2F: 3 clusters Score -990129.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -990334.562500 Penalty: 4415.077637
	Iteration 3F: 3 clusters Score -990334.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -990527.750000 Penalty: 4415.077637
	Iteration 4Q: 3 clusters Score -990527.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -990704.437500 Penalty: 4415.077637
	Iteration 5Q: 3 clusters Score -990704.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -990882.750000 Penalty: 4415.077637
	Iteration 6Q: 3 clusters Score -990882.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -991159.375000 Penalty: 4415.077637
	Iteration 7Q: 3 clusters Score -991159.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -991502.750000 Penalty: 4415.077637
	Iteration 8F: 3 clusters Score -991502.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -991843.812500 Penalty: 4415.077637
	Iteration 9F: 3 clusters Score -991843.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -992189.125000 Penalty: 4415.077637
	Iteration 10Q: 3 clusters Score -992189.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -992528.875000 Penalty: 4415.077637
	Iteration 11Q: 3 clusters Score -992528.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -992818.937500 Penalty: 4415.077637
	Iteration 12Q: 3 clusters Score -992818.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -993024.250000 Penalty: 4415.077637
	Iteration 13Q: 3 clusters Score -993024.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -993143.312500 Penalty: 4415.077637
	Iteration 14Q: 3 clusters Score -993143.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -993239.500000 Penalty: 4415.077637
	Iteration 15Q: 3 clusters Score -993239.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -993336.625000 Penalty: 4415.077637
	Iteration 16Q: 3 clusters Score -993336.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -993422.375000 Penalty: 4415.077637
	Iteration 17Q: 3 clusters Score -993422.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -993504.312500 Penalty: 4415.077637
	Iteration 18Q: 3 clusters Score -993504.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -993572.187500 Penalty: 4415.077637
	Iteration 19Q: 3 clusters Score -993572.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -993657.187500 Penalty: 4415.077637
	Iteration 20F: 3 clusters Score -993657.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -993717.500000 Penalty: 4415.077637
	Iteration 21Q: 3 clusters Score -993717.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -993747.875000 Penalty: 4415.077637
	Iteration 22Q: 3 clusters Score -993747.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -993767.562500 Penalty: 4415.077637
	Iteration 23Q: 3 clusters Score -993767.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -993781.125000 Penalty: 4415.077637
	Iteration 24Q: 3 clusters Score -993781.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -993787.812500 Penalty: 4415.077637
	Iteration 25Q: 3 clusters Score -993787.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -993792.687500 Penalty: 4415.077637
	Iteration 26Q: 3 clusters Score -993792.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -993794.625000 Penalty: 4415.077637
	Iteration 27Q: 3 clusters Score -993794.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -993799.187500 Penalty: 4415.077637
	Iteration 28Q: 3 clusters Score -993799.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -993799.750000 Penalty: 4415.077637
	Iteration 29Q: 3 clusters Score -993799.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -993799.750000 Penalty: 4415.077637
	Iteration 30F: 3 clusters Score -993799.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (121052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121052 members 
Entering Unmasked Estep 
Score: -17141200.000000 Penalty: 2902.585938
	Iteration 0F: 2 clusters Score -1.71412e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59956 members 
Mstep: Class 2 contains 61096 members 
Entering Unmasked Estep 
Score: -17063328.000000 Penalty: 5805.171875
	Iteration 0F: 3 clusters Score -1.706333e+07 nChanged 57574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53058 members 
Mstep: Class 2 contains 67994 members 
Entering Unmasked Estep 
Score: -17096440.000000 Penalty: 5805.171875
	Iteration 1F: 3 clusters Score -1.709644e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48530 members 
Mstep: Class 2 contains 72522 members 
Entering Unmasked Estep 
Score: -17098512.000000 Penalty: 5805.171875
	Iteration 2Q: 3 clusters Score -1.709851e+07 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 79495 members 
Entering Unmasked Estep 
Score: -17102404.000000 Penalty: 5805.171875
	Iteration 3F: 3 clusters Score -1.71024e+07 nChanged 9899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 89366 members 
Entering Unmasked Estep 
Score: -17109686.000000 Penalty: 5805.171875
	Iteration 4F: 3 clusters Score -1.710969e+07 nChanged 12005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 101369 members 
Entering Unmasked Estep 
Score: -17120326.000000 Penalty: 5805.171875
	Iteration 5F: 3 clusters Score -1.712033e+07 nChanged 10972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 112341 members 
Entering Unmasked Estep 
Score: -17130548.000000 Penalty: 5805.171875
	Iteration 6F: 3 clusters Score -1.713055e+07 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 118424 members 
Entering Unmasked Estep 
Score: -17136156.000000 Penalty: 5805.171875
	Iteration 7F: 3 clusters Score -1.713616e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 120328 members 
Entering Unmasked Estep 
Score: -17137840.000000 Penalty: 5805.171875
	Iteration 8Q: 3 clusters Score -1.713784e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 120745 members 
Entering Unmasked Estep 
Score: -17138314.000000 Penalty: 5805.171875
	Iteration 9Q: 3 clusters Score -1.713831e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 120824 members 
Entering Unmasked Estep 
Score: -17138482.000000 Penalty: 5805.171875
	Iteration 10Q: 3 clusters Score -1.713848e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 120858 members 
Entering Unmasked Estep 
Score: -17138536.000000 Penalty: 5805.171875
	Iteration 11Q: 3 clusters Score -1.713854e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 120870 members 
Entering Unmasked Estep 
Score: -17138578.000000 Penalty: 5805.171875
	Iteration 12Q: 3 clusters Score -1.713858e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 120873 members 
Entering Unmasked Estep 
Score: -17138596.000000 Penalty: 5805.171875
	Iteration 13Q: 3 clusters Score -1.71386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 120876 members 
Entering Unmasked Estep 
Score: -17138604.000000 Penalty: 5805.171875
	Iteration 14Q: 3 clusters Score -1.71386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 120879 members 
Entering Unmasked Estep 
Score: -17138620.000000 Penalty: 5805.171875
	Iteration 15Q: 3 clusters Score -1.713862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 120880 members 
Entering Unmasked Estep 
Score: -17138622.000000 Penalty: 5805.171875
	Iteration 16Q: 3 clusters Score -1.713862e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 120880 members 
Entering Unmasked Estep 
Score: -17138622.000000 Penalty: 5805.171875
	Iteration 17F: 3 clusters Score -1.713862e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Entering Unmasked Estep 
Score: -2712755.000000 Penalty: 2444.333984
	Iteration 0F: 2 clusters Score -2712755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -2699189.250000 Penalty: 4888.667969
	Iteration 0F: 3 clusters Score -2699189 nChanged 8362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2703565.250000 Penalty: 4888.667969
	Iteration 1F: 3 clusters Score -2703565 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2703938.000000 Penalty: 4888.667969
	Iteration 2F: 3 clusters Score -2703938 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2704313.000000 Penalty: 4888.667969
	Iteration 3Q: 3 clusters Score -2704313 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2704862.000000 Penalty: 4888.667969
	Iteration 4Q: 3 clusters Score -2704862 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2705533.500000 Penalty: 4888.667969
	Iteration 5F: 3 clusters Score -2705534 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2706179.500000 Penalty: 4888.667969
	Iteration 6F: 3 clusters Score -2706180 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -2706907.000000 Penalty: 4888.667969
	Iteration 7F: 3 clusters Score -2706907 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2707726.000000 Penalty: 4888.667969
	Iteration 8F: 3 clusters Score -2707726 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -2708608.500000 Penalty: 4888.667969
	Iteration 9F: 3 clusters Score -2708608 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2709384.750000 Penalty: 4888.667969
	Iteration 10F: 3 clusters Score -2709385 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2710001.250000 Penalty: 4888.667969
	Iteration 11Q: 3 clusters Score -2710001 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2710468.000000 Penalty: 4888.667969
	Iteration 12Q: 3 clusters Score -2710468 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -2710769.000000 Penalty: 4888.667969
	Iteration 13Q: 3 clusters Score -2710769 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -2710971.250000 Penalty: 4888.667969
	Iteration 14Q: 3 clusters Score -2710971 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -2711097.500000 Penalty: 4888.667969
	Iteration 15Q: 3 clusters Score -2711098 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -2711189.000000 Penalty: 4888.667969
	Iteration 16Q: 3 clusters Score -2711189 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -2711258.000000 Penalty: 4888.667969
	Iteration 17Q: 3 clusters Score -2711258 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -2711310.000000 Penalty: 4888.667969
	Iteration 18Q: 3 clusters Score -2711310 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2711348.250000 Penalty: 4888.667969
	Iteration 19Q: 3 clusters Score -2711348 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -2711380.250000 Penalty: 4888.667969
	Iteration 20F: 3 clusters Score -2711380 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -2711410.250000 Penalty: 4888.667969
	Iteration 21Q: 3 clusters Score -2711410 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -2711435.250000 Penalty: 4888.667969
	Iteration 22Q: 3 clusters Score -2711435 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -2711448.000000 Penalty: 4888.667969
	Iteration 23Q: 3 clusters Score -2711448 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -2711456.250000 Penalty: 4888.667969
	Iteration 24Q: 3 clusters Score -2711456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -2711468.500000 Penalty: 4888.667969
	Iteration 25Q: 3 clusters Score -2711468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -2711474.250000 Penalty: 4888.667969
	Iteration 26Q: 3 clusters Score -2711474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -2711490.500000 Penalty: 4888.667969
	Iteration 27Q: 3 clusters Score -2711490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -2711494.000000 Penalty: 4888.667969
	Iteration 28Q: 3 clusters Score -2711494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -2711495.250000 Penalty: 4888.667969
	Iteration 29Q: 3 clusters Score -2711495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -2711510.750000 Penalty: 4888.667969
	Iteration 30Q: 3 clusters Score -2711511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -2711511.750000 Penalty: 4888.667969
	Iteration 31Q: 3 clusters Score -2711512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -2711509.750000 Penalty: 4888.667969
	Iteration 32Q: 3 clusters Score -2711510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -2711514.000000 Penalty: 4888.667969
	Iteration 33Q: 3 clusters Score -2711514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -2711514.250000 Penalty: 4888.667969
	Iteration 34Q: 3 clusters Score -2711514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -2711518.000000 Penalty: 4888.667969
	Iteration 35Q: 3 clusters Score -2711518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -2711520.250000 Penalty: 4888.667969
	Iteration 36Q: 3 clusters Score -2711520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -2711520.250000 Penalty: 4888.667969
	Iteration 37F: 3 clusters Score -2711520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (165461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165461 members 
Entering Unmasked Estep 
Score: -23049224.000000 Penalty: 2980.089844
	Iteration 0F: 2 clusters Score -2.304922e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83159 members 
Mstep: Class 2 contains 82302 members 
Entering Unmasked Estep 
Score: -22943140.000000 Penalty: 5960.179688
	Iteration 0F: 3 clusters Score -2.294314e+07 nChanged 79505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90244 members 
Mstep: Class 2 contains 75217 members 
Entering Unmasked Estep 
Score: -22989690.000000 Penalty: 5960.179688
	Iteration 1F: 3 clusters Score -2.298969e+07 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94647 members 
Mstep: Class 2 contains 70814 members 
Entering Unmasked Estep 
Score: -22991610.000000 Penalty: 5960.179688
	Iteration 2Q: 3 clusters Score -2.299161e+07 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101285 members 
Mstep: Class 2 contains 64176 members 
Entering Unmasked Estep 
Score: -22994574.000000 Penalty: 5960.179688
	Iteration 3Q: 3 clusters Score -2.299457e+07 nChanged 9757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110700 members 
Mstep: Class 2 contains 54761 members 
Entering Unmasked Estep 
Score: -22999840.000000 Penalty: 5960.179688
	Iteration 4F: 3 clusters Score -2.299984e+07 nChanged 12756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123382 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -23009428.000000 Penalty: 5960.179688
	Iteration 5F: 3 clusters Score -2.300943e+07 nChanged 14488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137858 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -23022718.000000 Penalty: 5960.179688
	Iteration 6F: 3 clusters Score -2.302272e+07 nChanged 12924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150778 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -23035386.000000 Penalty: 5960.179688
	Iteration 7F: 3 clusters Score -2.303539e+07 nChanged 8291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159061 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -23042912.000000 Penalty: 5960.179688
	Iteration 8F: 3 clusters Score -2.304291e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162884 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -23045168.000000 Penalty: 5960.179688
	Iteration 9Q: 3 clusters Score -2.304517e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164335 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -23045926.000000 Penalty: 5960.179688
	Iteration 10Q: 3 clusters Score -2.304593e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164833 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -23046312.000000 Penalty: 5960.179688
	Iteration 11Q: 3 clusters Score -2.304631e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164995 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -23046490.000000 Penalty: 5960.179688
	Iteration 12Q: 3 clusters Score -2.304649e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165063 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -23046534.000000 Penalty: 5960.179688
	Iteration 13Q: 3 clusters Score -2.304653e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165092 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -23046592.000000 Penalty: 5960.179688
	Iteration 14Q: 3 clusters Score -2.304659e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165104 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -23046608.000000 Penalty: 5960.179688
	Iteration 15Q: 3 clusters Score -2.304661e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165117 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -23046614.000000 Penalty: 5960.179688
	Iteration 16Q: 3 clusters Score -2.304661e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165121 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -23046634.000000 Penalty: 5960.179688
	Iteration 17Q: 3 clusters Score -2.304663e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165125 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -23046658.000000 Penalty: 5960.179688
	Iteration 18Q: 3 clusters Score -2.304666e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165127 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -23046672.000000 Penalty: 5960.179688
	Iteration 19Q: 3 clusters Score -2.304667e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165135 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -23046676.000000 Penalty: 5960.179688
	Iteration 20F: 3 clusters Score -2.304668e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165138 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -23046670.000000 Penalty: 5960.179688
	Iteration 21Q: 3 clusters Score -2.304667e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165137 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -23046690.000000 Penalty: 5960.179688
	Iteration 22Q: 3 clusters Score -2.304669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165135 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -23046690.000000 Penalty: 5960.179688
	Iteration 23Q: 3 clusters Score -2.304669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165137 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -23046690.000000 Penalty: 5960.179688
	Iteration 24Q: 3 clusters Score -2.304669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165136 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -23046686.000000 Penalty: 5960.179688
	Iteration 25Q: 3 clusters Score -2.304669e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165136 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -23046686.000000 Penalty: 5960.179688
	Iteration 26F: 3 clusters Score -2.304669e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (171112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171112 members 
Entering Unmasked Estep 
Score: -24107932.000000 Penalty: 2988.418213
	Iteration 0F: 2 clusters Score -2.410793e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85409 members 
Mstep: Class 2 contains 85703 members 
Entering Unmasked Estep 
Score: -23999182.000000 Penalty: 5976.836426
	Iteration 0F: 3 clusters Score -2.399918e+07 nChanged 82099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82358 members 
Mstep: Class 2 contains 88754 members 
Entering Unmasked Estep 
Score: -24046916.000000 Penalty: 5976.836426
	Iteration 1F: 3 clusters Score -2.404692e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80842 members 
Mstep: Class 2 contains 90270 members 
Entering Unmasked Estep 
Score: -24047822.000000 Penalty: 5976.836426
	Iteration 2Q: 3 clusters Score -2.404782e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78523 members 
Mstep: Class 2 contains 92589 members 
Entering Unmasked Estep 
Score: -24048858.000000 Penalty: 5976.836426
	Iteration 3Q: 3 clusters Score -2.404886e+07 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75175 members 
Mstep: Class 2 contains 95937 members 
Entering Unmasked Estep 
Score: -24050226.000000 Penalty: 5976.836426
	Iteration 4Q: 3 clusters Score -2.405023e+07 nChanged 7424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70701 members 
Mstep: Class 2 contains 100411 members 
Entering Unmasked Estep 
Score: -24052322.000000 Penalty: 5976.836426
	Iteration 5Q: 3 clusters Score -2.405232e+07 nChanged 8557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64870 members 
Mstep: Class 2 contains 106242 members 
Entering Unmasked Estep 
Score: -24055666.000000 Penalty: 5976.836426
	Iteration 6F: 3 clusters Score -2.405567e+07 nChanged 9425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58259 members 
Mstep: Class 2 contains 112853 members 
Entering Unmasked Estep 
Score: -24060020.000000 Penalty: 5976.836426
	Iteration 7F: 3 clusters Score -2.406002e+07 nChanged 9705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52086 members 
Mstep: Class 2 contains 119026 members 
Entering Unmasked Estep 
Score: -24065436.000000 Penalty: 5976.836426
	Iteration 8F: 3 clusters Score -2.406544e+07 nChanged 9534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47794 members 
Mstep: Class 2 contains 123318 members 
Entering Unmasked Estep 
Score: -24071216.000000 Penalty: 5976.836426
	Iteration 9F: 3 clusters Score -2.407122e+07 nChanged 8903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46179 members 
Mstep: Class 2 contains 124933 members 
Entering Unmasked Estep 
Score: -24076296.000000 Penalty: 5976.836426
	Iteration 10F: 3 clusters Score -2.40763e+07 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46505 members 
Mstep: Class 2 contains 124607 members 
Entering Unmasked Estep 
Score: -24079540.000000 Penalty: 5976.836426
	Iteration 11Q: 3 clusters Score -2.407954e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47274 members 
Mstep: Class 2 contains 123838 members 
Entering Unmasked Estep 
Score: -24080526.000000 Penalty: 5976.836426
	Iteration 12Q: 3 clusters Score -2.408053e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48059 members 
Mstep: Class 2 contains 123053 members 
Entering Unmasked Estep 
Score: -24080680.000000 Penalty: 5976.836426
	Iteration 13Q: 3 clusters Score -2.408068e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48864 members 
Mstep: Class 2 contains 122248 members 
Entering Unmasked Estep 
Score: -24080712.000000 Penalty: 5976.836426
	Iteration 14Q: 3 clusters Score -2.408071e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49609 members 
Mstep: Class 2 contains 121503 members 
Entering Unmasked Estep 
Score: -24080688.000000 Penalty: 5976.836426
	Iteration 15Q: 3 clusters Score -2.408069e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50358 members 
Mstep: Class 2 contains 120754 members 
Entering Unmasked Estep 
Score: -24080594.000000 Penalty: 5976.836426
	Iteration 16Q: 3 clusters Score -2.408059e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51160 members 
Mstep: Class 2 contains 119952 members 
Entering Unmasked Estep 
Score: -24080536.000000 Penalty: 5976.836426
	Iteration 17Q: 3 clusters Score -2.408054e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52023 members 
Mstep: Class 2 contains 119089 members 
Entering Unmasked Estep 
Score: -24080402.000000 Penalty: 5976.836426
	Iteration 18Q: 3 clusters Score -2.40804e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52896 members 
Mstep: Class 2 contains 118216 members 
Entering Unmasked Estep 
Score: -24080322.000000 Penalty: 5976.836426
	Iteration 19Q: 3 clusters Score -2.408032e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53785 members 
Mstep: Class 2 contains 117327 members 
Entering Unmasked Estep 
Score: -24080256.000000 Penalty: 5976.836426
	Iteration 20F: 3 clusters Score -2.408026e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54702 members 
Mstep: Class 2 contains 116410 members 
Entering Unmasked Estep 
Score: -24080276.000000 Penalty: 5976.836426
	Iteration 21Q: 3 clusters Score -2.408028e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55671 members 
Mstep: Class 2 contains 115441 members 
Entering Unmasked Estep 
Score: -24080252.000000 Penalty: 5976.836426
	Iteration 22Q: 3 clusters Score -2.408025e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56660 members 
Mstep: Class 2 contains 114452 members 
Entering Unmasked Estep 
Score: -24080252.000000 Penalty: 5976.836426
	Iteration 23Q: 3 clusters Score -2.408025e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57687 members 
Mstep: Class 2 contains 113425 members 
Entering Unmasked Estep 
Score: -24080164.000000 Penalty: 5976.836426
	Iteration 24Q: 3 clusters Score -2.408016e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58702 members 
Mstep: Class 2 contains 112410 members 
Entering Unmasked Estep 
Score: -24080154.000000 Penalty: 5976.836426
	Iteration 25Q: 3 clusters Score -2.408015e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59773 members 
Mstep: Class 2 contains 111339 members 
Entering Unmasked Estep 
Score: -24080104.000000 Penalty: 5976.836426
	Iteration 26Q: 3 clusters Score -2.40801e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60863 members 
Mstep: Class 2 contains 110249 members 
Entering Unmasked Estep 
Score: -24080088.000000 Penalty: 5976.836426
	Iteration 27Q: 3 clusters Score -2.408009e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61924 members 
Mstep: Class 2 contains 109188 members 
Entering Unmasked Estep 
Score: -24080030.000000 Penalty: 5976.836426
	Iteration 28Q: 3 clusters Score -2.408003e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63059 members 
Mstep: Class 2 contains 108053 members 
Entering Unmasked Estep 
Score: -24080112.000000 Penalty: 5976.836426
	Iteration 29Q: 3 clusters Score -2.408011e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64196 members 
Mstep: Class 2 contains 106916 members 
Entering Unmasked Estep 
Score: -24079988.000000 Penalty: 5976.836426
	Iteration 30Q: 3 clusters Score -2.407999e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65290 members 
Mstep: Class 2 contains 105822 members 
Entering Unmasked Estep 
Score: -24080044.000000 Penalty: 5976.836426
	Iteration 31Q: 3 clusters Score -2.408004e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66469 members 
Mstep: Class 2 contains 104643 members 
Entering Unmasked Estep 
Score: -24080078.000000 Penalty: 5976.836426
	Iteration 32Q: 3 clusters Score -2.408008e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67682 members 
Mstep: Class 2 contains 103430 members 
Entering Unmasked Estep 
Score: -24080096.000000 Penalty: 5976.836426
	Iteration 33Q: 3 clusters Score -2.40801e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68974 members 
Mstep: Class 2 contains 102138 members 
Entering Unmasked Estep 
Score: -24080148.000000 Penalty: 5976.836426
	Iteration 34Q: 3 clusters Score -2.408015e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70268 members 
Mstep: Class 2 contains 100844 members 
Entering Unmasked Estep 
Score: -24080174.000000 Penalty: 5976.836426
	Iteration 35Q: 3 clusters Score -2.408017e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71603 members 
Mstep: Class 2 contains 99509 members 
Entering Unmasked Estep 
Score: -24080150.000000 Penalty: 5976.836426
	Iteration 36Q: 3 clusters Score -2.408015e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72863 members 
Mstep: Class 2 contains 98249 members 
Entering Unmasked Estep 
Score: -24080156.000000 Penalty: 5976.836426
	Iteration 37Q: 3 clusters Score -2.408016e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74043 members 
Mstep: Class 2 contains 97069 members 
Entering Unmasked Estep 
Score: -24080078.000000 Penalty: 5976.836426
	Iteration 38Q: 3 clusters Score -2.408008e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75194 members 
Mstep: Class 2 contains 95918 members 
Entering Unmasked Estep 
Score: -24080132.000000 Penalty: 5976.836426
	Iteration 39Q: 3 clusters Score -2.408013e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76290 members 
Mstep: Class 2 contains 94822 members 
Entering Unmasked Estep 
Score: -24080178.000000 Penalty: 5976.836426
	Iteration 40F: 3 clusters Score -2.408018e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77431 members 
Mstep: Class 2 contains 93681 members 
Entering Unmasked Estep 
Score: -24080366.000000 Penalty: 5976.836426
	Iteration 41Q: 3 clusters Score -2.408037e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78551 members 
Mstep: Class 2 contains 92561 members 
Entering Unmasked Estep 
Score: -24080500.000000 Penalty: 5976.836426
	Iteration 42Q: 3 clusters Score -2.40805e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79789 members 
Mstep: Class 2 contains 91323 members 
Entering Unmasked Estep 
Score: -24080582.000000 Penalty: 5976.836426
	Iteration 43Q: 3 clusters Score -2.408058e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81030 members 
Mstep: Class 2 contains 90082 members 
Entering Unmasked Estep 
Score: -24080728.000000 Penalty: 5976.836426
	Iteration 44Q: 3 clusters Score -2.408073e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82314 members 
Mstep: Class 2 contains 88798 members 
Entering Unmasked Estep 
Score: -24080774.000000 Penalty: 5976.836426
	Iteration 45Q: 3 clusters Score -2.408077e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83534 members 
Mstep: Class 2 contains 87578 members 
Entering Unmasked Estep 
Score: -24080790.000000 Penalty: 5976.836426
	Iteration 46Q: 3 clusters Score -2.408079e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84867 members 
Mstep: Class 2 contains 86245 members 
Entering Unmasked Estep 
Score: -24080894.000000 Penalty: 5976.836426
	Iteration 47Q: 3 clusters Score -2.408089e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86211 members 
Mstep: Class 2 contains 84901 members 
Entering Unmasked Estep 
Score: -24080934.000000 Penalty: 5976.836426
	Iteration 48Q: 3 clusters Score -2.408093e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87665 members 
Mstep: Class 2 contains 83447 members 
Entering Unmasked Estep 
Score: -24081132.000000 Penalty: 5976.836426
	Iteration 49Q: 3 clusters Score -2.408113e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89233 members 
Mstep: Class 2 contains 81879 members 
Entering Unmasked Estep 
Score: -24081342.000000 Penalty: 5976.836426
	Iteration 50Q: 3 clusters Score -2.408134e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90933 members 
Mstep: Class 2 contains 80179 members 
Entering Unmasked Estep 
Score: -24081514.000000 Penalty: 5976.836426
	Iteration 51Q: 3 clusters Score -2.408151e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92730 members 
Mstep: Class 2 contains 78382 members 
Entering Unmasked Estep 
Score: -24081792.000000 Penalty: 5976.836426
	Iteration 52Q: 3 clusters Score -2.408179e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94738 members 
Mstep: Class 2 contains 76374 members 
Entering Unmasked Estep 
Score: -24082068.000000 Penalty: 5976.836426
	Iteration 53Q: 3 clusters Score -2.408207e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96986 members 
Mstep: Class 2 contains 74126 members 
Entering Unmasked Estep 
Score: -24082538.000000 Penalty: 5976.836426
	Iteration 54Q: 3 clusters Score -2.408254e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99582 members 
Mstep: Class 2 contains 71530 members 
Entering Unmasked Estep 
Score: -24082806.000000 Penalty: 5976.836426
	Iteration 55Q: 3 clusters Score -2.408281e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102550 members 
Mstep: Class 2 contains 68562 members 
Entering Unmasked Estep 
Score: -24083340.000000 Penalty: 5976.836426
	Iteration 56Q: 3 clusters Score -2.408334e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105815 members 
Mstep: Class 2 contains 65297 members 
Entering Unmasked Estep 
Score: -24084068.000000 Penalty: 5976.836426
	Iteration 57Q: 3 clusters Score -2.408407e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109284 members 
Mstep: Class 2 contains 61828 members 
Entering Unmasked Estep 
Score: -24084908.000000 Penalty: 5976.836426
	Iteration 58Q: 3 clusters Score -2.408491e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112820 members 
Mstep: Class 2 contains 58292 members 
Entering Unmasked Estep 
Score: -24085698.000000 Penalty: 5976.836426
	Iteration 59Q: 3 clusters Score -2.40857e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116248 members 
Mstep: Class 2 contains 54864 members 
Entering Unmasked Estep 
Score: -24086724.000000 Penalty: 5976.836426
	Iteration 60F: 3 clusters Score -2.408672e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119893 members 
Mstep: Class 2 contains 51219 members 
Entering Unmasked Estep 
Score: -24087704.000000 Penalty: 5976.836426
	Iteration 61Q: 3 clusters Score -2.40877e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123413 members 
Mstep: Class 2 contains 47699 members 
Entering Unmasked Estep 
Score: -24088864.000000 Penalty: 5976.836426
	Iteration 62Q: 3 clusters Score -2.408886e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126666 members 
Mstep: Class 2 contains 44446 members 
Entering Unmasked Estep 
Score: -24089710.000000 Penalty: 5976.836426
	Iteration 63Q: 3 clusters Score -2.408971e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129543 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -24090390.000000 Penalty: 5976.836426
	Iteration 64Q: 3 clusters Score -2.409039e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132202 members 
Mstep: Class 2 contains 38910 members 
Entering Unmasked Estep 
Score: -24091040.000000 Penalty: 5976.836426
	Iteration 65Q: 3 clusters Score -2.409104e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134661 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
Score: -24091450.000000 Penalty: 5976.836426
	Iteration 66Q: 3 clusters Score -2.409145e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136799 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -24091854.000000 Penalty: 5976.836426
	Iteration 67Q: 3 clusters Score -2.409185e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138844 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -24092174.000000 Penalty: 5976.836426
	Iteration 68Q: 3 clusters Score -2.409217e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140730 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -24092638.000000 Penalty: 5976.836426
	Iteration 69Q: 3 clusters Score -2.409264e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142551 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -24092844.000000 Penalty: 5976.836426
	Iteration 70Q: 3 clusters Score -2.409284e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144299 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -24093276.000000 Penalty: 5976.836426
	Iteration 71Q: 3 clusters Score -2.409328e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145913 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -24093604.000000 Penalty: 5976.836426
	Iteration 72Q: 3 clusters Score -2.40936e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147427 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -24093880.000000 Penalty: 5976.836426
	Iteration 73Q: 3 clusters Score -2.409388e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148904 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -24094236.000000 Penalty: 5976.836426
	Iteration 74Q: 3 clusters Score -2.409424e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150328 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -24094522.000000 Penalty: 5976.836426
	Iteration 75Q: 3 clusters Score -2.409452e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151746 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -24095088.000000 Penalty: 5976.836426
	Iteration 76Q: 3 clusters Score -2.409509e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153110 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -24095890.000000 Penalty: 5976.836426
	Iteration 77Q: 3 clusters Score -2.409589e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154422 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -24096726.000000 Penalty: 5976.836426
	Iteration 78Q: 3 clusters Score -2.409673e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155739 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -24097806.000000 Penalty: 5976.836426
	Iteration 79Q: 3 clusters Score -2.409781e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157032 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -24098914.000000 Penalty: 5976.836426
	Iteration 80F: 3 clusters Score -2.409891e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158304 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -24100040.000000 Penalty: 5976.836426
	Iteration 81Q: 3 clusters Score -2.410004e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159593 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -24101056.000000 Penalty: 5976.836426
	Iteration 82Q: 3 clusters Score -2.410106e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160870 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -24101852.000000 Penalty: 5976.836426
	Iteration 83Q: 3 clusters Score -2.410185e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162117 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -24102634.000000 Penalty: 5976.836426
	Iteration 84Q: 3 clusters Score -2.410263e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163277 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -24103292.000000 Penalty: 5976.836426
	Iteration 85Q: 3 clusters Score -2.410329e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164338 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -24103936.000000 Penalty: 5976.836426
	Iteration 86Q: 3 clusters Score -2.410394e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165305 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -24104368.000000 Penalty: 5976.836426
	Iteration 87Q: 3 clusters Score -2.410437e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166150 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -24104726.000000 Penalty: 5976.836426
	Iteration 88Q: 3 clusters Score -2.410473e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166833 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -24105046.000000 Penalty: 5976.836426
	Iteration 89Q: 3 clusters Score -2.410505e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167425 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -24105272.000000 Penalty: 5976.836426
	Iteration 90Q: 3 clusters Score -2.410527e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167894 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -24105448.000000 Penalty: 5976.836426
	Iteration 91Q: 3 clusters Score -2.410545e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168273 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -24105540.000000 Penalty: 5976.836426
	Iteration 92Q: 3 clusters Score -2.410554e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168565 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -24105650.000000 Penalty: 5976.836426
	Iteration 93Q: 3 clusters Score -2.410565e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168805 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -24105694.000000 Penalty: 5976.836426
	Iteration 94Q: 3 clusters Score -2.410569e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169007 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -24105764.000000 Penalty: 5976.836426
	Iteration 95Q: 3 clusters Score -2.410576e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169190 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -24105838.000000 Penalty: 5976.836426
	Iteration 96Q: 3 clusters Score -2.410584e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169342 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -24105814.000000 Penalty: 5976.836426
	Iteration 97Q: 3 clusters Score -2.410581e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169469 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -24105796.000000 Penalty: 5976.836426
	Iteration 98Q: 3 clusters Score -2.41058e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169577 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -24105816.000000 Penalty: 5976.836426
	Iteration 99Q: 3 clusters Score -2.410582e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169666 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -24105852.000000 Penalty: 5976.836426
	Iteration 100F: 3 clusters Score -2.410585e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169727 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -24105840.000000 Penalty: 5976.836426
	Iteration 101Q: 3 clusters Score -2.410584e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169774 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -24105840.000000 Penalty: 5976.836426
	Iteration 102Q: 3 clusters Score -2.410584e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169817 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -24105834.000000 Penalty: 5976.836426
	Iteration 103Q: 3 clusters Score -2.410583e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169856 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -24105854.000000 Penalty: 5976.836426
	Iteration 104Q: 3 clusters Score -2.410585e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169891 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -24105886.000000 Penalty: 5976.836426
	Iteration 105Q: 3 clusters Score -2.410589e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169920 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -24105876.000000 Penalty: 5976.836426
	Iteration 106Q: 3 clusters Score -2.410588e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169946 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -24105878.000000 Penalty: 5976.836426
	Iteration 107Q: 3 clusters Score -2.410588e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169960 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -24105892.000000 Penalty: 5976.836426
	Iteration 108Q: 3 clusters Score -2.410589e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169970 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -24105888.000000 Penalty: 5976.836426
	Iteration 109Q: 3 clusters Score -2.410589e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169978 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -24105888.000000 Penalty: 5976.836426
	Iteration 110Q: 3 clusters Score -2.410589e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169989 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -24105888.000000 Penalty: 5976.836426
	Iteration 111Q: 3 clusters Score -2.410589e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170003 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -24105878.000000 Penalty: 5976.836426
	Iteration 112Q: 3 clusters Score -2.410588e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170017 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -24105878.000000 Penalty: 5976.836426
	Iteration 113Q: 3 clusters Score -2.410588e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170030 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -24105864.000000 Penalty: 5976.836426
	Iteration 114Q: 3 clusters Score -2.410586e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170042 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -24105868.000000 Penalty: 5976.836426
	Iteration 115Q: 3 clusters Score -2.410587e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170053 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -24105874.000000 Penalty: 5976.836426
	Iteration 116Q: 3 clusters Score -2.410587e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170067 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -24105876.000000 Penalty: 5976.836426
	Iteration 117Q: 3 clusters Score -2.410588e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170076 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -24105870.000000 Penalty: 5976.836426
	Iteration 118Q: 3 clusters Score -2.410587e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170087 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -24105882.000000 Penalty: 5976.836426
	Iteration 119Q: 3 clusters Score -2.410588e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170100 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -24105910.000000 Penalty: 5976.836426
	Iteration 120F: 3 clusters Score -2.410591e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170105 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -24105912.000000 Penalty: 5976.836426
	Iteration 121Q: 3 clusters Score -2.410591e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170115 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -24105888.000000 Penalty: 5976.836426
	Iteration 122Q: 3 clusters Score -2.410589e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170122 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -24105904.000000 Penalty: 5976.836426
	Iteration 123Q: 3 clusters Score -2.41059e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170129 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -24105888.000000 Penalty: 5976.836426
	Iteration 124Q: 3 clusters Score -2.410589e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170135 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -24105884.000000 Penalty: 5976.836426
	Iteration 125Q: 3 clusters Score -2.410588e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170143 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -24105862.000000 Penalty: 5976.836426
	Iteration 126Q: 3 clusters Score -2.410586e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170151 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -24105876.000000 Penalty: 5976.836426
	Iteration 127Q: 3 clusters Score -2.410588e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170162 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -24105870.000000 Penalty: 5976.836426
	Iteration 128Q: 3 clusters Score -2.410587e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170173 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -24105852.000000 Penalty: 5976.836426
	Iteration 129Q: 3 clusters Score -2.410585e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170180 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -24105870.000000 Penalty: 5976.836426
	Iteration 130Q: 3 clusters Score -2.410587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170184 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -24105868.000000 Penalty: 5976.836426
	Iteration 131Q: 3 clusters Score -2.410587e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170187 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -24105860.000000 Penalty: 5976.836426
	Iteration 132Q: 3 clusters Score -2.410586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170191 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -24105858.000000 Penalty: 5976.836426
	Iteration 133Q: 3 clusters Score -2.410586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170192 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -24105862.000000 Penalty: 5976.836426
	Iteration 134Q: 3 clusters Score -2.410586e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170192 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -24105862.000000 Penalty: 5976.836426
	Iteration 135F: 3 clusters Score -2.410586e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -62858.054688 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -62858.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -61378.132812 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -61378.13 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -61751.929688 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -61751.93 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -62054.363281 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -62054.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -62202.039062 Penalty: 3115.076416
	Iteration 3F: 3 clusters Score -62202.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -62358.339844 Penalty: 3115.076416
	Iteration 4Q: 3 clusters Score -62358.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -62514.156250 Penalty: 3115.076416
	Iteration 5Q: 3 clusters Score -62514.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -62631.472656 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -62631.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -62701.304688 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -62701.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -62785.816406 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -62785.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -62850.589844 Penalty: 3115.076416
	Iteration 9Q: 3 clusters Score -62850.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -62939.402344 Penalty: 3115.076416
	Iteration 10Q: 3 clusters Score -62939.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -63006.199219 Penalty: 3115.076416
	Iteration 11Q: 3 clusters Score -63006.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -63075.859375 Penalty: 3115.076416
	Iteration 12Q: 3 clusters Score -63075.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -63161.742188 Penalty: 3115.076416
	Iteration 13Q: 3 clusters Score -63161.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -63174.726562 Penalty: 3115.076416
	Iteration 14Q: 3 clusters Score -63174.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -63174.726562 Penalty: 3115.076416
	Iteration 15F: 3 clusters Score -63174.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 825 members 
Mstep: Class 4 contains 150453 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 54208 members 
Mstep: Class 9 contains 83966 members 
Mstep: Class 10 contains 1032 members 
Mstep: Class 11 contains 16803 members 
Mstep: Class 12 contains 27283 members 
Mstep: Class 13 contains 15812 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1712 members 
Mstep: Class 16 contains 17510 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66014 members 
Mstep: Class 19 contains 7342 members 
Mstep: Class 20 contains 121052 members 
Mstep: Class 21 contains 19076 members 
Mstep: Class 22 contains 165461 members 
Mstep: Class 23 contains 171112 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 496 members 
Mstep: Class 26 contains 283 members 
Entering Unmasked Estep 
Score: -132693320.000000 Penalty: 88826.445312
Splitting cluster 24 changes total score from -132694816.000000 to -132693320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -56803.230469 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -56803.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55459.902344 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -55459.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -55734.785156 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -55734.79 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -55895.781250 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -55895.78 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -56100.824219 Penalty: 3078.461670
	Iteration 3F: 3 clusters Score -56100.82 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -56295.671875 Penalty: 3078.461670
	Iteration 4F: 3 clusters Score -56295.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -56400.164062 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -56400.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -56441.742188 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -56441.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -56477.195312 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -56477.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -56530.789062 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -56530.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -56605.523438 Penalty: 3078.461670
	Iteration 9Q: 3 clusters Score -56605.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -56650.984375 Penalty: 3078.461670
	Iteration 10Q: 3 clusters Score -56650.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -56673.398438 Penalty: 3078.461670
	Iteration 11Q: 3 clusters Score -56673.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -56673.398438 Penalty: 3078.461670
	Iteration 12F: 3 clusters Score -56673.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 825 members 
Mstep: Class 4 contains 150453 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 54208 members 
Mstep: Class 9 contains 83966 members 
Mstep: Class 10 contains 1032 members 
Mstep: Class 11 contains 16803 members 
Mstep: Class 12 contains 27283 members 
Mstep: Class 13 contains 15812 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1712 members 
Mstep: Class 16 contains 17510 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66014 members 
Mstep: Class 19 contains 7342 members 
Mstep: Class 20 contains 121052 members 
Mstep: Class 21 contains 19076 members 
Mstep: Class 22 contains 165461 members 
Mstep: Class 23 contains 171112 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132694912.000000 Penalty: 85410.039062
Iteration 319Q: 26 clusters Score -1.326949e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 825 members 
Mstep: Class 4 contains 150502 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 54238 members 
Mstep: Class 9 contains 83947 members 
Mstep: Class 10 contains 1032 members 
Mstep: Class 11 contains 16802 members 
Mstep: Class 12 contains 27289 members 
Mstep: Class 13 contains 15811 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1712 members 
Mstep: Class 16 contains 17505 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66012 members 
Mstep: Class 19 contains 7342 members 
Mstep: Class 20 contains 121032 members 
Mstep: Class 21 contains 19070 members 
Mstep: Class 22 contains 165434 members 
Mstep: Class 23 contains 171104 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132694960.000000 Penalty: 85410.039062
Iteration 320F: 26 clusters Score -1.32695e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 825 members 
Mstep: Class 4 contains 150535 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 54282 members 
Mstep: Class 9 contains 83929 members 
Mstep: Class 10 contains 1032 members 
Mstep: Class 11 contains 16796 members 
Mstep: Class 12 contains 27289 members 
Mstep: Class 13 contains 15809 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1712 members 
Mstep: Class 16 contains 17503 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66008 members 
Mstep: Class 19 contains 7340 members 
Mstep: Class 20 contains 121010 members 
Mstep: Class 21 contains 19066 members 
Mstep: Class 22 contains 165414 members 
Mstep: Class 23 contains 171093 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132694936.000000 Penalty: 85410.039062
Iteration 321Q: 26 clusters Score -1.326949e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 825 members 
Mstep: Class 4 contains 150579 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 54319 members 
Mstep: Class 9 contains 83904 members 
Mstep: Class 10 contains 1032 members 
Mstep: Class 11 contains 16792 members 
Mstep: Class 12 contains 27293 members 
Mstep: Class 13 contains 15802 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1712 members 
Mstep: Class 16 contains 17503 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66011 members 
Mstep: Class 19 contains 7341 members 
Mstep: Class 20 contains 120982 members 
Mstep: Class 21 contains 19060 members 
Mstep: Class 22 contains 165405 members 
Mstep: Class 23 contains 171076 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695080.000000 Penalty: 85410.039062
Iteration 322Q: 26 clusters Score -1.326951e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 825 members 
Mstep: Class 4 contains 150630 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 54349 members 
Mstep: Class 9 contains 83883 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16785 members 
Mstep: Class 12 contains 27295 members 
Mstep: Class 13 contains 15801 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1712 members 
Mstep: Class 16 contains 17499 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66016 members 
Mstep: Class 19 contains 7340 members 
Mstep: Class 20 contains 120956 members 
Mstep: Class 21 contains 19058 members 
Mstep: Class 22 contains 165388 members 
Mstep: Class 23 contains 171056 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695152.000000 Penalty: 85410.039062
Iteration 323Q: 26 clusters Score -1.326952e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 824 members 
Mstep: Class 4 contains 150654 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 54375 members 
Mstep: Class 9 contains 83867 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16775 members 
Mstep: Class 12 contains 27295 members 
Mstep: Class 13 contains 15793 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1713 members 
Mstep: Class 16 contains 17498 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66023 members 
Mstep: Class 19 contains 7342 members 
Mstep: Class 20 contains 120947 members 
Mstep: Class 21 contains 19054 members 
Mstep: Class 22 contains 165383 members 
Mstep: Class 23 contains 171042 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695200.000000 Penalty: 85410.039062
Iteration 324Q: 26 clusters Score -1.326952e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 825 members 
Mstep: Class 4 contains 150685 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 54407 members 
Mstep: Class 9 contains 83834 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16769 members 
Mstep: Class 12 contains 27296 members 
Mstep: Class 13 contains 15790 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1715 members 
Mstep: Class 16 contains 17498 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66032 members 
Mstep: Class 19 contains 7345 members 
Mstep: Class 20 contains 120936 members 
Mstep: Class 21 contains 19050 members 
Mstep: Class 22 contains 165374 members 
Mstep: Class 23 contains 171020 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695056.000000 Penalty: 85410.039062
Iteration 325Q: 26 clusters Score -1.326951e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 825 members 
Mstep: Class 4 contains 150707 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 54443 members 
Mstep: Class 9 contains 83820 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16762 members 
Mstep: Class 12 contains 27294 members 
Mstep: Class 13 contains 15787 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1720 members 
Mstep: Class 16 contains 17497 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66040 members 
Mstep: Class 19 contains 7346 members 
Mstep: Class 20 contains 120924 members 
Mstep: Class 21 contains 19048 members 
Mstep: Class 22 contains 165350 members 
Mstep: Class 23 contains 171002 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695240.000000 Penalty: 85410.039062
Iteration 326Q: 26 clusters Score -1.326952e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 825 members 
Mstep: Class 4 contains 150751 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 54487 members 
Mstep: Class 9 contains 83785 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16751 members 
Mstep: Class 12 contains 27291 members 
Mstep: Class 13 contains 15782 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17495 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66052 members 
Mstep: Class 19 contains 7345 members 
Mstep: Class 20 contains 120910 members 
Mstep: Class 21 contains 19044 members 
Mstep: Class 22 contains 165340 members 
Mstep: Class 23 contains 170979 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695216.000000 Penalty: 85410.039062
Iteration 327Q: 26 clusters Score -1.326952e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 825 members 
Mstep: Class 4 contains 150766 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 54525 members 
Mstep: Class 9 contains 83756 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16748 members 
Mstep: Class 12 contains 27288 members 
Mstep: Class 13 contains 15779 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1723 members 
Mstep: Class 16 contains 17495 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66063 members 
Mstep: Class 19 contains 7347 members 
Mstep: Class 20 contains 120899 members 
Mstep: Class 21 contains 19029 members 
Mstep: Class 22 contains 165343 members 
Mstep: Class 23 contains 170965 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695112.000000 Penalty: 85410.039062
Iteration 328Q: 26 clusters Score -1.326951e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 825 members 
Mstep: Class 4 contains 150755 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 54560 members 
Mstep: Class 9 contains 83734 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16744 members 
Mstep: Class 12 contains 27288 members 
Mstep: Class 13 contains 15776 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1722 members 
Mstep: Class 16 contains 17494 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66066 members 
Mstep: Class 19 contains 7347 members 
Mstep: Class 20 contains 120892 members 
Mstep: Class 21 contains 19017 members 
Mstep: Class 22 contains 165371 members 
Mstep: Class 23 contains 170955 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695136.000000 Penalty: 85410.039062
Iteration 329Q: 26 clusters Score -1.326951e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 825 members 
Mstep: Class 4 contains 150766 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 54602 members 
Mstep: Class 9 contains 83728 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16742 members 
Mstep: Class 12 contains 27281 members 
Mstep: Class 13 contains 15772 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1723 members 
Mstep: Class 16 contains 17491 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66076 members 
Mstep: Class 19 contains 7348 members 
Mstep: Class 20 contains 120880 members 
Mstep: Class 21 contains 19009 members 
Mstep: Class 22 contains 165380 members 
Mstep: Class 23 contains 170921 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695232.000000 Penalty: 85410.039062
Iteration 330Q: 26 clusters Score -1.326952e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33700 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 825 members 
Mstep: Class 4 contains 150789 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 54639 members 
Mstep: Class 9 contains 83716 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16736 members 
Mstep: Class 12 contains 27279 members 
Mstep: Class 13 contains 15769 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17489 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66080 members 
Mstep: Class 19 contains 7349 members 
Mstep: Class 20 contains 120865 members 
Mstep: Class 21 contains 19006 members 
Mstep: Class 22 contains 165369 members 
Mstep: Class 23 contains 170905 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695160.000000 Penalty: 85410.039062
Iteration 331Q: 26 clusters Score -1.326952e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 825 members 
Mstep: Class 4 contains 150828 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 54683 members 
Mstep: Class 9 contains 83723 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16732 members 
Mstep: Class 12 contains 27275 members 
Mstep: Class 13 contains 15763 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1726 members 
Mstep: Class 16 contains 17486 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66083 members 
Mstep: Class 19 contains 7347 members 
Mstep: Class 20 contains 120846 members 
Mstep: Class 21 contains 18996 members 
Mstep: Class 22 contains 165351 members 
Mstep: Class 23 contains 170881 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695088.000000 Penalty: 85410.039062
Iteration 332Q: 26 clusters Score -1.326951e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 825 members 
Mstep: Class 4 contains 150877 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 54722 members 
Mstep: Class 9 contains 83713 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16734 members 
Mstep: Class 12 contains 27277 members 
Mstep: Class 13 contains 15761 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1727 members 
Mstep: Class 16 contains 17482 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66083 members 
Mstep: Class 19 contains 7348 members 
Mstep: Class 20 contains 120833 members 
Mstep: Class 21 contains 18988 members 
Mstep: Class 22 contains 165304 members 
Mstep: Class 23 contains 170869 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132694896.000000 Penalty: 85410.039062
Iteration 333Q: 26 clusters Score -1.326949e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 825 members 
Mstep: Class 4 contains 150917 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 54767 members 
Mstep: Class 9 contains 83686 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16729 members 
Mstep: Class 12 contains 27273 members 
Mstep: Class 13 contains 15760 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1727 members 
Mstep: Class 16 contains 17479 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66084 members 
Mstep: Class 19 contains 7350 members 
Mstep: Class 20 contains 120820 members 
Mstep: Class 21 contains 18987 members 
Mstep: Class 22 contains 165286 members 
Mstep: Class 23 contains 170848 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132694912.000000 Penalty: 85410.039062
Iteration 334Q: 26 clusters Score -1.326949e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33706 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 825 members 
Mstep: Class 4 contains 150952 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 54796 members 
Mstep: Class 9 contains 83649 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16729 members 
Mstep: Class 12 contains 27274 members 
Mstep: Class 13 contains 15752 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1727 members 
Mstep: Class 16 contains 17477 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66087 members 
Mstep: Class 19 contains 7351 members 
Mstep: Class 20 contains 120801 members 
Mstep: Class 21 contains 18988 members 
Mstep: Class 22 contains 165298 members 
Mstep: Class 23 contains 170828 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132694976.000000 Penalty: 85410.039062
Iteration 335Q: 26 clusters Score -1.32695e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 825 members 
Mstep: Class 4 contains 150987 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 54831 members 
Mstep: Class 9 contains 83627 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16726 members 
Mstep: Class 12 contains 27277 members 
Mstep: Class 13 contains 15740 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1727 members 
Mstep: Class 16 contains 17475 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66090 members 
Mstep: Class 19 contains 7353 members 
Mstep: Class 20 contains 120778 members 
Mstep: Class 21 contains 18991 members 
Mstep: Class 22 contains 165293 members 
Mstep: Class 23 contains 170812 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695072.000000 Penalty: 85410.039062
Iteration 336Q: 26 clusters Score -1.326951e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 825 members 
Mstep: Class 4 contains 151030 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 54877 members 
Mstep: Class 9 contains 83602 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16727 members 
Mstep: Class 12 contains 27280 members 
Mstep: Class 13 contains 15734 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1727 members 
Mstep: Class 16 contains 17476 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66091 members 
Mstep: Class 19 contains 7354 members 
Mstep: Class 20 contains 120748 members 
Mstep: Class 21 contains 18991 members 
Mstep: Class 22 contains 165271 members 
Mstep: Class 23 contains 170793 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695168.000000 Penalty: 85410.039062
Iteration 337Q: 26 clusters Score -1.326952e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33728 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 825 members 
Mstep: Class 4 contains 151082 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 54904 members 
Mstep: Class 9 contains 83571 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16725 members 
Mstep: Class 12 contains 27280 members 
Mstep: Class 13 contains 15729 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1726 members 
Mstep: Class 16 contains 17475 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66092 members 
Mstep: Class 19 contains 7353 members 
Mstep: Class 20 contains 120723 members 
Mstep: Class 21 contains 18989 members 
Mstep: Class 22 contains 165259 members 
Mstep: Class 23 contains 170779 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695160.000000 Penalty: 85410.039062
Iteration 338Q: 26 clusters Score -1.326952e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 825 members 
Mstep: Class 4 contains 151107 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 54948 members 
Mstep: Class 9 contains 83538 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16719 members 
Mstep: Class 12 contains 27281 members 
Mstep: Class 13 contains 15728 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1726 members 
Mstep: Class 16 contains 17473 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66093 members 
Mstep: Class 19 contains 7353 members 
Mstep: Class 20 contains 120707 members 
Mstep: Class 21 contains 18990 members 
Mstep: Class 22 contains 165253 members 
Mstep: Class 23 contains 170769 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695168.000000 Penalty: 85410.039062
Iteration 339Q: 26 clusters Score -1.326952e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33735 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 825 members 
Mstep: Class 4 contains 151125 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 54987 members 
Mstep: Class 9 contains 83513 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16718 members 
Mstep: Class 12 contains 27279 members 
Mstep: Class 13 contains 15724 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1726 members 
Mstep: Class 16 contains 17472 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66097 members 
Mstep: Class 19 contains 7355 members 
Mstep: Class 20 contains 120696 members 
Mstep: Class 21 contains 18987 members 
Mstep: Class 22 contains 165238 members 
Mstep: Class 23 contains 170763 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695112.000000 Penalty: 85410.039062
Iteration 340F: 26 clusters Score -1.326951e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 825 members 
Mstep: Class 4 contains 151160 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 55025 members 
Mstep: Class 9 contains 83472 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16716 members 
Mstep: Class 12 contains 27282 members 
Mstep: Class 13 contains 15720 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17471 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66105 members 
Mstep: Class 19 contains 7355 members 
Mstep: Class 20 contains 120686 members 
Mstep: Class 21 contains 18986 members 
Mstep: Class 22 contains 165217 members 
Mstep: Class 23 contains 170758 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695088.000000 Penalty: 85410.039062
Iteration 341Q: 26 clusters Score -1.326951e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 826 members 
Mstep: Class 4 contains 151188 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 55068 members 
Mstep: Class 9 contains 83434 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16716 members 
Mstep: Class 12 contains 27280 members 
Mstep: Class 13 contains 15713 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17467 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66108 members 
Mstep: Class 19 contains 7357 members 
Mstep: Class 20 contains 120674 members 
Mstep: Class 21 contains 18986 members 
Mstep: Class 22 contains 165212 members 
Mstep: Class 23 contains 170750 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695032.000000 Penalty: 85410.039062
Iteration 342Q: 26 clusters Score -1.32695e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 826 members 
Mstep: Class 4 contains 151229 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 55096 members 
Mstep: Class 9 contains 83402 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16719 members 
Mstep: Class 12 contains 27279 members 
Mstep: Class 13 contains 15714 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17464 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66109 members 
Mstep: Class 19 contains 7358 members 
Mstep: Class 20 contains 120671 members 
Mstep: Class 21 contains 18979 members 
Mstep: Class 22 contains 165179 members 
Mstep: Class 23 contains 170751 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695112.000000 Penalty: 85410.039062
Iteration 343Q: 26 clusters Score -1.326951e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 826 members 
Mstep: Class 4 contains 151261 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 55136 members 
Mstep: Class 9 contains 83378 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16718 members 
Mstep: Class 12 contains 27279 members 
Mstep: Class 13 contains 15715 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17459 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66117 members 
Mstep: Class 19 contains 7361 members 
Mstep: Class 20 contains 120663 members 
Mstep: Class 21 contains 18977 members 
Mstep: Class 22 contains 165157 members 
Mstep: Class 23 contains 170736 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695064.000000 Penalty: 85410.039062
Iteration 344Q: 26 clusters Score -1.326951e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 826 members 
Mstep: Class 4 contains 151275 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 55162 members 
Mstep: Class 9 contains 83360 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16715 members 
Mstep: Class 12 contains 27277 members 
Mstep: Class 13 contains 15716 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17448 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66121 members 
Mstep: Class 19 contains 7362 members 
Mstep: Class 20 contains 120663 members 
Mstep: Class 21 contains 18977 members 
Mstep: Class 22 contains 165143 members 
Mstep: Class 23 contains 170731 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695128.000000 Penalty: 85410.039062
Iteration 345Q: 26 clusters Score -1.326951e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 826 members 
Mstep: Class 4 contains 151294 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 55193 members 
Mstep: Class 9 contains 83320 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16714 members 
Mstep: Class 12 contains 27278 members 
Mstep: Class 13 contains 15720 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17446 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66128 members 
Mstep: Class 19 contains 7362 members 
Mstep: Class 20 contains 120655 members 
Mstep: Class 21 contains 18979 members 
Mstep: Class 22 contains 165146 members 
Mstep: Class 23 contains 170715 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695208.000000 Penalty: 85410.039062
Iteration 346Q: 26 clusters Score -1.326952e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 826 members 
Mstep: Class 4 contains 151318 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 55221 members 
Mstep: Class 9 contains 83285 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16712 members 
Mstep: Class 12 contains 27278 members 
Mstep: Class 13 contains 15721 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17445 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66132 members 
Mstep: Class 19 contains 7364 members 
Mstep: Class 20 contains 120643 members 
Mstep: Class 21 contains 18980 members 
Mstep: Class 22 contains 165137 members 
Mstep: Class 23 contains 170708 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695104.000000 Penalty: 85410.039062
Iteration 347Q: 26 clusters Score -1.326951e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 826 members 
Mstep: Class 4 contains 151343 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 55238 members 
Mstep: Class 9 contains 83255 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16713 members 
Mstep: Class 12 contains 27278 members 
Mstep: Class 13 contains 15723 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17445 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66131 members 
Mstep: Class 19 contains 7363 members 
Mstep: Class 20 contains 120634 members 
Mstep: Class 21 contains 18977 members 
Mstep: Class 22 contains 165129 members 
Mstep: Class 23 contains 170706 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695080.000000 Penalty: 85410.039062
Iteration 348Q: 26 clusters Score -1.326951e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 826 members 
Mstep: Class 4 contains 151359 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 55263 members 
Mstep: Class 9 contains 83231 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16712 members 
Mstep: Class 12 contains 27275 members 
Mstep: Class 13 contains 15725 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17446 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66137 members 
Mstep: Class 19 contains 7364 members 
Mstep: Class 20 contains 120628 members 
Mstep: Class 21 contains 18975 members 
Mstep: Class 22 contains 165116 members 
Mstep: Class 23 contains 170698 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695056.000000 Penalty: 85410.039062
Iteration 349Q: 26 clusters Score -1.326951e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 826 members 
Mstep: Class 4 contains 151377 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 55299 members 
Mstep: Class 9 contains 83191 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16710 members 
Mstep: Class 12 contains 27276 members 
Mstep: Class 13 contains 15728 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17447 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66141 members 
Mstep: Class 19 contains 7363 members 
Mstep: Class 20 contains 120621 members 
Mstep: Class 21 contains 18968 members 
Mstep: Class 22 contains 165121 members 
Mstep: Class 23 contains 170686 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695176.000000 Penalty: 85410.039062
Iteration 350Q: 26 clusters Score -1.326952e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 826 members 
Mstep: Class 4 contains 151405 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 55333 members 
Mstep: Class 9 contains 83157 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16711 members 
Mstep: Class 12 contains 27274 members 
Mstep: Class 13 contains 15730 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17450 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66145 members 
Mstep: Class 19 contains 7363 members 
Mstep: Class 20 contains 120616 members 
Mstep: Class 21 contains 18967 members 
Mstep: Class 22 contains 165107 members 
Mstep: Class 23 contains 170670 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695192.000000 Penalty: 85410.039062
Iteration 351Q: 26 clusters Score -1.326952e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33767 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 826 members 
Mstep: Class 4 contains 151444 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 55366 members 
Mstep: Class 9 contains 83125 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16710 members 
Mstep: Class 12 contains 27269 members 
Mstep: Class 13 contains 15739 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17450 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66146 members 
Mstep: Class 19 contains 7366 members 
Mstep: Class 20 contains 120606 members 
Mstep: Class 21 contains 18962 members 
Mstep: Class 22 contains 165093 members 
Mstep: Class 23 contains 170647 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695288.000000 Penalty: 85410.039062
Iteration 352Q: 26 clusters Score -1.326953e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 826 members 
Mstep: Class 4 contains 151460 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 55411 members 
Mstep: Class 9 contains 83106 members 
Mstep: Class 10 contains 1034 members 
Mstep: Class 11 contains 16708 members 
Mstep: Class 12 contains 27271 members 
Mstep: Class 13 contains 15740 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17449 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66147 members 
Mstep: Class 19 contains 7366 members 
Mstep: Class 20 contains 120581 members 
Mstep: Class 21 contains 18958 members 
Mstep: Class 22 contains 165109 members 
Mstep: Class 23 contains 170621 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695232.000000 Penalty: 85410.039062
Iteration 353Q: 26 clusters Score -1.326952e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33765 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 826 members 
Mstep: Class 4 contains 151460 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 55452 members 
Mstep: Class 9 contains 83093 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16706 members 
Mstep: Class 12 contains 27270 members 
Mstep: Class 13 contains 15740 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17446 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66148 members 
Mstep: Class 19 contains 7365 members 
Mstep: Class 20 contains 120567 members 
Mstep: Class 21 contains 18960 members 
Mstep: Class 22 contains 165120 members 
Mstep: Class 23 contains 170596 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695320.000000 Penalty: 85410.039062
Iteration 354Q: 26 clusters Score -1.326953e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33768 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 826 members 
Mstep: Class 4 contains 151465 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 55498 members 
Mstep: Class 9 contains 83074 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16709 members 
Mstep: Class 12 contains 27267 members 
Mstep: Class 13 contains 15743 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17444 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66147 members 
Mstep: Class 19 contains 7363 members 
Mstep: Class 20 contains 120559 members 
Mstep: Class 21 contains 18960 members 
Mstep: Class 22 contains 165114 members 
Mstep: Class 23 contains 170577 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695336.000000 Penalty: 85410.039062
Iteration 355Q: 26 clusters Score -1.326953e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151483 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 55544 members 
Mstep: Class 9 contains 83057 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16709 members 
Mstep: Class 12 contains 27268 members 
Mstep: Class 13 contains 15739 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17442 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66151 members 
Mstep: Class 19 contains 7364 members 
Mstep: Class 20 contains 120542 members 
Mstep: Class 21 contains 18965 members 
Mstep: Class 22 contains 165090 members 
Mstep: Class 23 contains 170560 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695496.000000 Penalty: 85410.039062
Iteration 356Q: 26 clusters Score -1.326955e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33774 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151498 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 55600 members 
Mstep: Class 9 contains 83042 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16706 members 
Mstep: Class 12 contains 27270 members 
Mstep: Class 13 contains 15738 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17441 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66149 members 
Mstep: Class 19 contains 7362 members 
Mstep: Class 20 contains 120521 members 
Mstep: Class 21 contains 18968 members 
Mstep: Class 22 contains 165081 members 
Mstep: Class 23 contains 170537 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695480.000000 Penalty: 85410.039062
Iteration 357Q: 26 clusters Score -1.326955e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151522 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 55629 members 
Mstep: Class 9 contains 83026 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16704 members 
Mstep: Class 12 contains 27270 members 
Mstep: Class 13 contains 15741 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17441 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66150 members 
Mstep: Class 19 contains 7363 members 
Mstep: Class 20 contains 120515 members 
Mstep: Class 21 contains 18975 members 
Mstep: Class 22 contains 165054 members 
Mstep: Class 23 contains 170522 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695504.000000 Penalty: 85410.039062
Iteration 358Q: 26 clusters Score -1.326955e+08 nChanged 190
Entering ConstructFrom: 
Score: -132695504.000000 Penalty: 85410.039062
Entering ConstructFrom: 
Trying to split cluster 1 (33777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Entering Unmasked Estep 
Score: -4785250.500000 Penalty: 2586.028809
	Iteration 0F: 2 clusters Score -4785250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -4762267.000000 Penalty: 5172.057617
	Iteration 0F: 3 clusters Score -4762267 nChanged 15258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -4770752.000000 Penalty: 5172.057617
	Iteration 1F: 3 clusters Score -4770752 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -4771469.000000 Penalty: 5172.057617
	Iteration 2F: 3 clusters Score -4771469 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -4772517.000000 Penalty: 5172.057617
	Iteration 3F: 3 clusters Score -4772517 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -4774044.000000 Penalty: 5172.057617
	Iteration 4F: 3 clusters Score -4774044 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -4776277.000000 Penalty: 5172.057617
	Iteration 5F: 3 clusters Score -4776277 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -4778828.500000 Penalty: 5172.057617
	Iteration 6F: 3 clusters Score -4778828 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -4781096.000000 Penalty: 5172.057617
	Iteration 7F: 3 clusters Score -4781096 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -4782656.500000 Penalty: 5172.057617
	Iteration 8F: 3 clusters Score -4782656 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -4783433.500000 Penalty: 5172.057617
	Iteration 9Q: 3 clusters Score -4783434 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -4783842.500000 Penalty: 5172.057617
	Iteration 10Q: 3 clusters Score -4783842 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -4784017.000000 Penalty: 5172.057617
	Iteration 11Q: 3 clusters Score -4784017 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -4784144.500000 Penalty: 5172.057617
	Iteration 12Q: 3 clusters Score -4784144 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -4784228.000000 Penalty: 5172.057617
	Iteration 13Q: 3 clusters Score -4784228 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -4784269.000000 Penalty: 5172.057617
	Iteration 14Q: 3 clusters Score -4784269 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -4784287.500000 Penalty: 5172.057617
	Iteration 15Q: 3 clusters Score -4784288 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -4784309.500000 Penalty: 5172.057617
	Iteration 16Q: 3 clusters Score -4784310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -4784318.000000 Penalty: 5172.057617
	Iteration 17Q: 3 clusters Score -4784318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 32655 members 
Entering Unmasked Estep 
Score: -4784329.000000 Penalty: 5172.057617
	Iteration 18Q: 3 clusters Score -4784329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -4784332.500000 Penalty: 5172.057617
	Iteration 19Q: 3 clusters Score -4784332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -4784336.500000 Penalty: 5172.057617
	Iteration 20F: 3 clusters Score -4784336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 32677 members 
Entering Unmasked Estep 
Score: -4784338.000000 Penalty: 5172.057617
	Iteration 21Q: 3 clusters Score -4784338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -4784340.000000 Penalty: 5172.057617
	Iteration 22Q: 3 clusters Score -4784340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -4784336.500000 Penalty: 5172.057617
	Iteration 23Q: 3 clusters Score -4784336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -4784339.500000 Penalty: 5172.057617
	Iteration 24Q: 3 clusters Score -4784340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -4784339.500000 Penalty: 5172.057617
	Iteration 25F: 3 clusters Score -4784340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Entering Unmasked Estep 
Score: -186507.796875 Penalty: 1791.919434
	Iteration 0F: 2 clusters Score -186507.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -184267.203125 Penalty: 3583.838867
	Iteration 0F: 3 clusters Score -184267.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -184615.765625 Penalty: 3583.838867
	Iteration 1F: 3 clusters Score -184615.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -184714.765625 Penalty: 3583.838867
	Iteration 2F: 3 clusters Score -184714.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -184776.312500 Penalty: 3583.838867
	Iteration 3Q: 3 clusters Score -184776.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -184802.906250 Penalty: 3583.838867
	Iteration 4Q: 3 clusters Score -184802.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -184826.750000 Penalty: 3583.838867
	Iteration 5Q: 3 clusters Score -184826.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -184857.734375 Penalty: 3583.838867
	Iteration 6Q: 3 clusters Score -184857.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -184874.781250 Penalty: 3583.838867
	Iteration 7Q: 3 clusters Score -184874.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -184891.937500 Penalty: 3583.838867
	Iteration 8Q: 3 clusters Score -184891.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -184909.671875 Penalty: 3583.838867
	Iteration 9Q: 3 clusters Score -184909.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -184921.640625 Penalty: 3583.838867
	Iteration 10Q: 3 clusters Score -184921.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -184927.375000 Penalty: 3583.838867
	Iteration 11Q: 3 clusters Score -184927.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -184929.703125 Penalty: 3583.838867
	Iteration 12Q: 3 clusters Score -184929.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -184930.531250 Penalty: 3583.838867
	Iteration 13Q: 3 clusters Score -184930.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -184930.890625 Penalty: 3583.838867
	Iteration 14Q: 3 clusters Score -184930.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -184932.562500 Penalty: 3583.838867
	Iteration 15Q: 3 clusters Score -184932.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -184934.484375 Penalty: 3583.838867
	Iteration 16Q: 3 clusters Score -184934.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -184935.937500 Penalty: 3583.838867
	Iteration 17Q: 3 clusters Score -184935.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -184937.437500 Penalty: 3583.838867
	Iteration 18Q: 3 clusters Score -184937.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -184938.828125 Penalty: 3583.838867
	Iteration 19Q: 3 clusters Score -184938.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -184938.828125 Penalty: 3583.838867
	Iteration 20F: 3 clusters Score -184938.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Entering Unmasked Estep 
Score: -104836.671875 Penalty: 1666.015625
	Iteration 0F: 2 clusters Score -104836.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -103130.218750 Penalty: 3332.031250
	Iteration 0F: 3 clusters Score -103130.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -103414.242188 Penalty: 3332.031250
	Iteration 1F: 3 clusters Score -103414.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -103578.617188 Penalty: 3332.031250
	Iteration 2F: 3 clusters Score -103578.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -103795.656250 Penalty: 3332.031250
	Iteration 3F: 3 clusters Score -103795.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -104005.070312 Penalty: 3332.031250
	Iteration 4F: 3 clusters Score -104005.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -104147.234375 Penalty: 3332.031250
	Iteration 5F: 3 clusters Score -104147.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -104225.484375 Penalty: 3332.031250
	Iteration 6Q: 3 clusters Score -104225.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -104256.570312 Penalty: 3332.031250
	Iteration 7Q: 3 clusters Score -104256.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -104290.132812 Penalty: 3332.031250
	Iteration 8Q: 3 clusters Score -104290.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -104315.578125 Penalty: 3332.031250
	Iteration 9Q: 3 clusters Score -104315.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -104331.304688 Penalty: 3332.031250
	Iteration 10Q: 3 clusters Score -104331.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -104340.367188 Penalty: 3332.031250
	Iteration 11Q: 3 clusters Score -104340.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -104344.000000 Penalty: 3332.031250
	Iteration 12Q: 3 clusters Score -104344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -104344.000000 Penalty: 3332.031250
	Iteration 13F: 3 clusters Score -104344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (151540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151540 members 
Entering Unmasked Estep 
Score: -21177834.000000 Penalty: 2958.293945
	Iteration 0F: 2 clusters Score -2.117783e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75962 members 
Mstep: Class 2 contains 75578 members 
Entering Unmasked Estep 
Score: -21079114.000000 Penalty: 5916.587891
	Iteration 0F: 3 clusters Score -2.107911e+07 nChanged 72316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79418 members 
Mstep: Class 2 contains 72122 members 
Entering Unmasked Estep 
Score: -21122124.000000 Penalty: 5916.587891
	Iteration 1F: 3 clusters Score -2.112212e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81357 members 
Mstep: Class 2 contains 70183 members 
Entering Unmasked Estep 
Score: -21123644.000000 Penalty: 5916.587891
	Iteration 2Q: 3 clusters Score -2.112364e+07 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84490 members 
Mstep: Class 2 contains 67050 members 
Entering Unmasked Estep 
Score: -21125952.000000 Penalty: 5916.587891
	Iteration 3Q: 3 clusters Score -2.112595e+07 nChanged 7941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89483 members 
Mstep: Class 2 contains 62057 members 
Entering Unmasked Estep 
Score: -21129732.000000 Penalty: 5916.587891
	Iteration 4F: 3 clusters Score -2.112973e+07 nChanged 9684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96829 members 
Mstep: Class 2 contains 54711 members 
Entering Unmasked Estep 
Score: -21135814.000000 Penalty: 5916.587891
	Iteration 5F: 3 clusters Score -2.113581e+07 nChanged 11304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106531 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -21144542.000000 Penalty: 5916.587891
	Iteration 6F: 3 clusters Score -2.114454e+07 nChanged 11844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117457 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -21154884.000000 Penalty: 5916.587891
	Iteration 7F: 3 clusters Score -2.115488e+07 nChanged 9992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127073 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -21163932.000000 Penalty: 5916.587891
	Iteration 8F: 3 clusters Score -2.116393e+07 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133813 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -21169430.000000 Penalty: 5916.587891
	Iteration 9Q: 3 clusters Score -2.116943e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138147 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -21171988.000000 Penalty: 5916.587891
	Iteration 10Q: 3 clusters Score -2.117199e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141447 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -21173540.000000 Penalty: 5916.587891
	Iteration 11Q: 3 clusters Score -2.117354e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143999 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -21174200.000000 Penalty: 5916.587891
	Iteration 12Q: 3 clusters Score -2.11742e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145988 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -21174898.000000 Penalty: 5916.587891
	Iteration 13Q: 3 clusters Score -2.11749e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147460 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -21175194.000000 Penalty: 5916.587891
	Iteration 14Q: 3 clusters Score -2.117519e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148473 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -21175382.000000 Penalty: 5916.587891
	Iteration 15Q: 3 clusters Score -2.117538e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149181 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -21175484.000000 Penalty: 5916.587891
	Iteration 16Q: 3 clusters Score -2.117548e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149696 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -21175580.000000 Penalty: 5916.587891
	Iteration 17Q: 3 clusters Score -2.117558e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150063 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -21175668.000000 Penalty: 5916.587891
	Iteration 18Q: 3 clusters Score -2.117567e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150301 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -21175676.000000 Penalty: 5916.587891
	Iteration 19Q: 3 clusters Score -2.117568e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150483 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -21175712.000000 Penalty: 5916.587891
	Iteration 20F: 3 clusters Score -2.117571e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150630 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -21175730.000000 Penalty: 5916.587891
	Iteration 21Q: 3 clusters Score -2.117573e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150739 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -21175760.000000 Penalty: 5916.587891
	Iteration 22Q: 3 clusters Score -2.117576e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150811 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -21175774.000000 Penalty: 5916.587891
	Iteration 23Q: 3 clusters Score -2.117577e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150855 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -21175794.000000 Penalty: 5916.587891
	Iteration 24Q: 3 clusters Score -2.117579e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150899 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -21175784.000000 Penalty: 5916.587891
	Iteration 25Q: 3 clusters Score -2.117578e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150920 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -21175764.000000 Penalty: 5916.587891
	Iteration 26Q: 3 clusters Score -2.117576e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150934 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -21175790.000000 Penalty: 5916.587891
	Iteration 27Q: 3 clusters Score -2.117579e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150949 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -21175800.000000 Penalty: 5916.587891
	Iteration 28Q: 3 clusters Score -2.11758e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150962 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -21175794.000000 Penalty: 5916.587891
	Iteration 29Q: 3 clusters Score -2.117579e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150967 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -21175792.000000 Penalty: 5916.587891
	Iteration 30Q: 3 clusters Score -2.117579e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150973 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -21175792.000000 Penalty: 5916.587891
	Iteration 31Q: 3 clusters Score -2.117579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150976 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -21175798.000000 Penalty: 5916.587891
	Iteration 32Q: 3 clusters Score -2.11758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150977 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -21175800.000000 Penalty: 5916.587891
	Iteration 33Q: 3 clusters Score -2.11758e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150977 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -21175800.000000 Penalty: 5916.587891
	Iteration 34F: 3 clusters Score -2.11758e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Entering Unmasked Estep 
Score: -41186.171875 Penalty: 1449.198975
	Iteration 0F: 2 clusters Score -41186.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -39895.824219 Penalty: 2898.397949
	Iteration 0F: 3 clusters Score -39895.82 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -40080.519531 Penalty: 2898.397949
	Iteration 1F: 3 clusters Score -40080.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -40226.257812 Penalty: 2898.397949
	Iteration 2F: 3 clusters Score -40226.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40291.648438 Penalty: 2898.397949
	Iteration 3Q: 3 clusters Score -40291.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -40316.265625 Penalty: 2898.397949
	Iteration 4Q: 3 clusters Score -40316.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -40338.070312 Penalty: 2898.397949
	Iteration 5Q: 3 clusters Score -40338.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -40378.050781 Penalty: 2898.397949
	Iteration 6Q: 3 clusters Score -40378.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -40400.738281 Penalty: 2898.397949
	Iteration 7Q: 3 clusters Score -40400.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -40431.785156 Penalty: 2898.397949
	Iteration 8Q: 3 clusters Score -40431.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -40474.742188 Penalty: 2898.397949
	Iteration 9Q: 3 clusters Score -40474.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -40478.175781 Penalty: 2898.397949
	Iteration 10Q: 3 clusters Score -40478.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -40483.535156 Penalty: 2898.397949
	Iteration 11Q: 3 clusters Score -40483.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40493.167969 Penalty: 2898.397949
	Iteration 12Q: 3 clusters Score -40493.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40493.167969 Penalty: 2898.397949
	Iteration 13F: 3 clusters Score -40493.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Entering Unmasked Estep 
Score: -527931.812500 Penalty: 2046.218506
	Iteration 0F: 2 clusters Score -527931.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -524117.593750 Penalty: 4092.437012
	Iteration 0F: 3 clusters Score -524117.6 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -524930.625000 Penalty: 4092.437012
	Iteration 1F: 3 clusters Score -524930.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -525181.937500 Penalty: 4092.437012
	Iteration 2F: 3 clusters Score -525181.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -525367.187500 Penalty: 4092.437012
	Iteration 3F: 3 clusters Score -525367.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -525496.562500 Penalty: 4092.437012
	Iteration 4Q: 3 clusters Score -525496.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -525577.562500 Penalty: 4092.437012
	Iteration 5Q: 3 clusters Score -525577.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -525668.625000 Penalty: 4092.437012
	Iteration 6Q: 3 clusters Score -525668.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -525760.562500 Penalty: 4092.437012
	Iteration 7Q: 3 clusters Score -525760.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -525863.687500 Penalty: 4092.437012
	Iteration 8Q: 3 clusters Score -525863.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -525952.062500 Penalty: 4092.437012
	Iteration 9Q: 3 clusters Score -525952.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -526020.562500 Penalty: 4092.437012
	Iteration 10Q: 3 clusters Score -526020.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -526081.812500 Penalty: 4092.437012
	Iteration 11Q: 3 clusters Score -526081.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -526133.625000 Penalty: 4092.437012
	Iteration 12Q: 3 clusters Score -526133.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -526166.625000 Penalty: 4092.437012
	Iteration 13Q: 3 clusters Score -526166.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -526195.875000 Penalty: 4092.437012
	Iteration 14Q: 3 clusters Score -526195.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -526223.312500 Penalty: 4092.437012
	Iteration 15Q: 3 clusters Score -526223.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -526247.062500 Penalty: 4092.437012
	Iteration 16Q: 3 clusters Score -526247.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -526274.812500 Penalty: 4092.437012
	Iteration 17Q: 3 clusters Score -526274.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -526297.437500 Penalty: 4092.437012
	Iteration 18Q: 3 clusters Score -526297.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -526326.562500 Penalty: 4092.437012
	Iteration 19Q: 3 clusters Score -526326.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -526361.687500 Penalty: 4092.437012
	Iteration 20F: 3 clusters Score -526361.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -526394.375000 Penalty: 4092.437012
	Iteration 21Q: 3 clusters Score -526394.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -526412.000000 Penalty: 4092.437012
	Iteration 22Q: 3 clusters Score -526412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -526426.375000 Penalty: 4092.437012
	Iteration 23Q: 3 clusters Score -526426.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -526442.187500 Penalty: 4092.437012
	Iteration 24Q: 3 clusters Score -526442.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -526452.812500 Penalty: 4092.437012
	Iteration 25Q: 3 clusters Score -526452.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -526463.250000 Penalty: 4092.437012
	Iteration 26Q: 3 clusters Score -526463.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -526477.000000 Penalty: 4092.437012
	Iteration 27Q: 3 clusters Score -526477 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -526490.562500 Penalty: 4092.437012
	Iteration 28Q: 3 clusters Score -526490.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -526498.000000 Penalty: 4092.437012
	Iteration 29Q: 3 clusters Score -526498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -526505.500000 Penalty: 4092.437012
	Iteration 30Q: 3 clusters Score -526505.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -526506.937500 Penalty: 4092.437012
	Iteration 31Q: 3 clusters Score -526506.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -526510.125000 Penalty: 4092.437012
	Iteration 32Q: 3 clusters Score -526510.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -526515.312500 Penalty: 4092.437012
	Iteration 33Q: 3 clusters Score -526515.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -526522.250000 Penalty: 4092.437012
	Iteration 34Q: 3 clusters Score -526522.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -526523.125000 Penalty: 4092.437012
	Iteration 35Q: 3 clusters Score -526523.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -526524.062500 Penalty: 4092.437012
	Iteration 36Q: 3 clusters Score -526524.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -526523.937500 Penalty: 4092.437012
	Iteration 37Q: 3 clusters Score -526523.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -526524.375000 Penalty: 4092.437012
	Iteration 38Q: 3 clusters Score -526524.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -526524.937500 Penalty: 4092.437012
	Iteration 39Q: 3 clusters Score -526524.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -526526.437500 Penalty: 4092.437012
	Iteration 40F: 3 clusters Score -526526.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -29932.371094 Penalty: 1407.834961
	Iteration 0F: 2 clusters Score -29932.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -28811.658203 Penalty: 2815.669922
	Iteration 0F: 3 clusters Score -28811.66 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -29131.080078 Penalty: 2815.669922
	Iteration 1F: 3 clusters Score -29131.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29419.867188 Penalty: 2815.669922
	Iteration 2F: 3 clusters Score -29419.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -29476.361328 Penalty: 2815.669922
	Iteration 3Q: 3 clusters Score -29476.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -29513.439453 Penalty: 2815.669922
	Iteration 4Q: 3 clusters Score -29513.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29556.210938 Penalty: 2815.669922
	Iteration 5Q: 3 clusters Score -29556.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -29563.783203 Penalty: 2815.669922
	Iteration 6Q: 3 clusters Score -29563.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -29578.402344 Penalty: 2815.669922
	Iteration 7Q: 3 clusters Score -29578.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -29583.910156 Penalty: 2815.669922
	Iteration 8Q: 3 clusters Score -29583.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -29587.154297 Penalty: 2815.669922
	Iteration 9Q: 3 clusters Score -29587.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -29587.154297 Penalty: 2815.669922
	Iteration 10F: 3 clusters Score -29587.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (55661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55661 members 
Entering Unmasked Estep 
Score: -7930925.500000 Penalty: 2709.904785
	Iteration 0F: 2 clusters Score -7930926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -7893472.500000 Penalty: 5419.809570
	Iteration 0F: 3 clusters Score -7893472 nChanged 25887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -7907902.000000 Penalty: 5419.809570
	Iteration 1F: 3 clusters Score -7907902 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -7908528.000000 Penalty: 5419.809570
	Iteration 2Q: 3 clusters Score -7908528 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -7908918.000000 Penalty: 5419.809570
	Iteration 3Q: 3 clusters Score -7908918 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -7909414.000000 Penalty: 5419.809570
	Iteration 4Q: 3 clusters Score -7909414 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -7909998.500000 Penalty: 5419.809570
	Iteration 5Q: 3 clusters Score -7909998 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -7910698.000000 Penalty: 5419.809570
	Iteration 6Q: 3 clusters Score -7910698 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -7911673.000000 Penalty: 5419.809570
	Iteration 7Q: 3 clusters Score -7911673 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -7913310.000000 Penalty: 5419.809570
	Iteration 8F: 3 clusters Score -7913310 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 37280 members 
Entering Unmasked Estep 
Score: -7915731.000000 Penalty: 5419.809570
	Iteration 9F: 3 clusters Score -7915731 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 40305 members 
Entering Unmasked Estep 
Score: -7918815.500000 Penalty: 5419.809570
	Iteration 10F: 3 clusters Score -7918816 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 42980 members 
Entering Unmasked Estep 
Score: -7921732.500000 Penalty: 5419.809570
	Iteration 11F: 3 clusters Score -7921732 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 44885 members 
Entering Unmasked Estep 
Score: -7923721.500000 Penalty: 5419.809570
	Iteration 12Q: 3 clusters Score -7923722 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -7924848.000000 Penalty: 5419.809570
	Iteration 13Q: 3 clusters Score -7924848 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 47172 members 
Entering Unmasked Estep 
Score: -7925468.500000 Penalty: 5419.809570
	Iteration 14Q: 3 clusters Score -7925468 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 48068 members 
Entering Unmasked Estep 
Score: -7925929.500000 Penalty: 5419.809570
	Iteration 15Q: 3 clusters Score -7925930 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 48854 members 
Entering Unmasked Estep 
Score: -7926350.500000 Penalty: 5419.809570
	Iteration 16Q: 3 clusters Score -7926350 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 49580 members 
Entering Unmasked Estep 
Score: -7926687.000000 Penalty: 5419.809570
	Iteration 17Q: 3 clusters Score -7926687 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 50215 members 
Entering Unmasked Estep 
Score: -7927008.000000 Penalty: 5419.809570
	Iteration 18Q: 3 clusters Score -7927008 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 50762 members 
Entering Unmasked Estep 
Score: -7927221.500000 Penalty: 5419.809570
	Iteration 19Q: 3 clusters Score -7927222 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 51261 members 
Entering Unmasked Estep 
Score: -7927401.500000 Penalty: 5419.809570
	Iteration 20F: 3 clusters Score -7927402 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 51725 members 
Entering Unmasked Estep 
Score: -7927583.000000 Penalty: 5419.809570
	Iteration 21Q: 3 clusters Score -7927583 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 52133 members 
Entering Unmasked Estep 
Score: -7927790.000000 Penalty: 5419.809570
	Iteration 22Q: 3 clusters Score -7927790 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 52483 members 
Entering Unmasked Estep 
Score: -7927924.000000 Penalty: 5419.809570
	Iteration 23Q: 3 clusters Score -7927924 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 52816 members 
Entering Unmasked Estep 
Score: -7928052.000000 Penalty: 5419.809570
	Iteration 24Q: 3 clusters Score -7928052 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 53098 members 
Entering Unmasked Estep 
Score: -7928184.000000 Penalty: 5419.809570
	Iteration 25Q: 3 clusters Score -7928184 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 53323 members 
Entering Unmasked Estep 
Score: -7928279.500000 Penalty: 5419.809570
	Iteration 26Q: 3 clusters Score -7928280 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 53534 members 
Entering Unmasked Estep 
Score: -7928358.000000 Penalty: 5419.809570
	Iteration 27Q: 3 clusters Score -7928358 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 53710 members 
Entering Unmasked Estep 
Score: -7928445.000000 Penalty: 5419.809570
	Iteration 28Q: 3 clusters Score -7928445 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 53850 members 
Entering Unmasked Estep 
Score: -7928511.500000 Penalty: 5419.809570
	Iteration 29Q: 3 clusters Score -7928512 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 53969 members 
Entering Unmasked Estep 
Score: -7928558.500000 Penalty: 5419.809570
	Iteration 30Q: 3 clusters Score -7928558 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 54061 members 
Entering Unmasked Estep 
Score: -7928557.500000 Penalty: 5419.809570
	Iteration 31Q: 3 clusters Score -7928558 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 54140 members 
Entering Unmasked Estep 
Score: -7928584.500000 Penalty: 5419.809570
	Iteration 32Q: 3 clusters Score -7928584 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 54211 members 
Entering Unmasked Estep 
Score: -7928604.500000 Penalty: 5419.809570
	Iteration 33Q: 3 clusters Score -7928604 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 54263 members 
Entering Unmasked Estep 
Score: -7928636.500000 Penalty: 5419.809570
	Iteration 34Q: 3 clusters Score -7928636 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 54320 members 
Entering Unmasked Estep 
Score: -7928645.500000 Penalty: 5419.809570
	Iteration 35Q: 3 clusters Score -7928646 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 54373 members 
Entering Unmasked Estep 
Score: -7928663.000000 Penalty: 5419.809570
	Iteration 36Q: 3 clusters Score -7928663 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 54416 members 
Entering Unmasked Estep 
Score: -7928681.000000 Penalty: 5419.809570
	Iteration 37Q: 3 clusters Score -7928681 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 54452 members 
Entering Unmasked Estep 
Score: -7928695.500000 Penalty: 5419.809570
	Iteration 38Q: 3 clusters Score -7928696 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 54480 members 
Entering Unmasked Estep 
Score: -7928711.500000 Penalty: 5419.809570
	Iteration 39Q: 3 clusters Score -7928712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 54499 members 
Entering Unmasked Estep 
Score: -7928708.000000 Penalty: 5419.809570
	Iteration 40F: 3 clusters Score -7928708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 54513 members 
Entering Unmasked Estep 
Score: -7928718.500000 Penalty: 5419.809570
	Iteration 41Q: 3 clusters Score -7928718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 54528 members 
Entering Unmasked Estep 
Score: -7928720.000000 Penalty: 5419.809570
	Iteration 42Q: 3 clusters Score -7928720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 54535 members 
Entering Unmasked Estep 
Score: -7928714.500000 Penalty: 5419.809570
	Iteration 43Q: 3 clusters Score -7928714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 54550 members 
Entering Unmasked Estep 
Score: -7928713.500000 Penalty: 5419.809570
	Iteration 44Q: 3 clusters Score -7928714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 54566 members 
Entering Unmasked Estep 
Score: -7928735.000000 Penalty: 5419.809570
	Iteration 45Q: 3 clusters Score -7928735 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 54586 members 
Entering Unmasked Estep 
Score: -7928733.500000 Penalty: 5419.809570
	Iteration 46Q: 3 clusters Score -7928734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 54605 members 
Entering Unmasked Estep 
Score: -7928735.500000 Penalty: 5419.809570
	Iteration 47Q: 3 clusters Score -7928736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 54621 members 
Entering Unmasked Estep 
Score: -7928736.500000 Penalty: 5419.809570
	Iteration 48Q: 3 clusters Score -7928736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 54639 members 
Entering Unmasked Estep 
Score: -7928736.500000 Penalty: 5419.809570
	Iteration 49Q: 3 clusters Score -7928736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 54650 members 
Entering Unmasked Estep 
Score: -7928744.000000 Penalty: 5419.809570
	Iteration 50Q: 3 clusters Score -7928744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 54669 members 
Entering Unmasked Estep 
Score: -7928740.500000 Penalty: 5419.809570
	Iteration 51Q: 3 clusters Score -7928740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 54687 members 
Entering Unmasked Estep 
Score: -7928748.500000 Penalty: 5419.809570
	Iteration 52Q: 3 clusters Score -7928748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 54700 members 
Entering Unmasked Estep 
Score: -7928763.000000 Penalty: 5419.809570
	Iteration 53Q: 3 clusters Score -7928763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 54707 members 
Entering Unmasked Estep 
Score: -7928758.000000 Penalty: 5419.809570
	Iteration 54Q: 3 clusters Score -7928758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 54711 members 
Entering Unmasked Estep 
Score: -7928768.000000 Penalty: 5419.809570
	Iteration 55Q: 3 clusters Score -7928768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 54712 members 
Entering Unmasked Estep 
Score: -7928770.500000 Penalty: 5419.809570
	Iteration 56Q: 3 clusters Score -7928770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 54713 members 
Entering Unmasked Estep 
Score: -7928765.000000 Penalty: 5419.809570
	Iteration 57Q: 3 clusters Score -7928765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 54715 members 
Entering Unmasked Estep 
Score: -7928772.000000 Penalty: 5419.809570
	Iteration 58Q: 3 clusters Score -7928772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 54716 members 
Entering Unmasked Estep 
Score: -7928770.500000 Penalty: 5419.809570
	Iteration 59Q: 3 clusters Score -7928770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 54716 members 
Entering Unmasked Estep 
Score: -7928770.500000 Penalty: 5419.809570
	Iteration 60F: 3 clusters Score -7928770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (82994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82994 members 
Entering Unmasked Estep 
Score: -11711138.000000 Penalty: 2808.977783
	Iteration 0F: 2 clusters Score -1.171114e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -11655825.000000 Penalty: 5617.955566
	Iteration 0F: 3 clusters Score -1.165582e+07 nChanged 38870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Mstep: Class 2 contains 40791 members 
Entering Unmasked Estep 
Score: -11677473.000000 Penalty: 5617.955566
	Iteration 1F: 3 clusters Score -1.167747e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42608 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
Score: -11678265.000000 Penalty: 5617.955566
	Iteration 2Q: 3 clusters Score -1.167826e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 2 contains 39704 members 
Entering Unmasked Estep 
Score: -11678977.000000 Penalty: 5617.955566
	Iteration 3Q: 3 clusters Score -1.167898e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44290 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
Score: -11679840.000000 Penalty: 5617.955566
	Iteration 4Q: 3 clusters Score -1.167984e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45751 members 
Mstep: Class 2 contains 37243 members 
Entering Unmasked Estep 
Score: -11680910.000000 Penalty: 5617.955566
	Iteration 5Q: 3 clusters Score -1.168091e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47737 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -11682369.000000 Penalty: 5617.955566
	Iteration 6Q: 3 clusters Score -1.168237e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50375 members 
Mstep: Class 2 contains 32619 members 
Entering Unmasked Estep 
Score: -11684457.000000 Penalty: 5617.955566
	Iteration 7Q: 3 clusters Score -1.168446e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53638 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -11687265.000000 Penalty: 5617.955566
	Iteration 8F: 3 clusters Score -1.168726e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57266 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -11690513.000000 Penalty: 5617.955566
	Iteration 9F: 3 clusters Score -1.169051e+07 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60957 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -11694129.000000 Penalty: 5617.955566
	Iteration 10F: 3 clusters Score -1.169413e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64138 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -11696950.000000 Penalty: 5617.955566
	Iteration 11F: 3 clusters Score -1.169695e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66618 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -11698824.000000 Penalty: 5617.955566
	Iteration 12Q: 3 clusters Score -1.169882e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68720 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -11700251.000000 Penalty: 5617.955566
	Iteration 13Q: 3 clusters Score -1.170025e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70592 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -11701382.000000 Penalty: 5617.955566
	Iteration 14Q: 3 clusters Score -1.170138e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72399 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -11702435.000000 Penalty: 5617.955566
	Iteration 15Q: 3 clusters Score -1.170244e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74134 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -11703363.000000 Penalty: 5617.955566
	Iteration 16Q: 3 clusters Score -1.170336e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75732 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -11704249.000000 Penalty: 5617.955566
	Iteration 17Q: 3 clusters Score -1.170425e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77154 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -11705204.000000 Penalty: 5617.955566
	Iteration 18Q: 3 clusters Score -1.17052e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78405 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -11706002.000000 Penalty: 5617.955566
	Iteration 19Q: 3 clusters Score -1.1706e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79430 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -11706674.000000 Penalty: 5617.955566
	Iteration 20F: 3 clusters Score -1.170667e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80230 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -11707179.000000 Penalty: 5617.955566
	Iteration 21Q: 3 clusters Score -1.170718e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80852 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -11707585.000000 Penalty: 5617.955566
	Iteration 22Q: 3 clusters Score -1.170758e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81333 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -11707931.000000 Penalty: 5617.955566
	Iteration 23Q: 3 clusters Score -1.170793e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81677 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -11708142.000000 Penalty: 5617.955566
	Iteration 24Q: 3 clusters Score -1.170814e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81902 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -11708279.000000 Penalty: 5617.955566
	Iteration 25Q: 3 clusters Score -1.170828e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82050 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -11708373.000000 Penalty: 5617.955566
	Iteration 26Q: 3 clusters Score -1.170837e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82142 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -11708441.000000 Penalty: 5617.955566
	Iteration 27Q: 3 clusters Score -1.170844e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82216 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -11708505.000000 Penalty: 5617.955566
	Iteration 28Q: 3 clusters Score -1.17085e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82259 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -11708537.000000 Penalty: 5617.955566
	Iteration 29Q: 3 clusters Score -1.170854e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82295 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -11708561.000000 Penalty: 5617.955566
	Iteration 30Q: 3 clusters Score -1.170856e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82327 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -11708592.000000 Penalty: 5617.955566
	Iteration 31Q: 3 clusters Score -1.170859e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82352 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -11708616.000000 Penalty: 5617.955566
	Iteration 32Q: 3 clusters Score -1.170862e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82365 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -11708631.000000 Penalty: 5617.955566
	Iteration 33Q: 3 clusters Score -1.170863e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82371 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -11708620.000000 Penalty: 5617.955566
	Iteration 34Q: 3 clusters Score -1.170862e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82373 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -11708628.000000 Penalty: 5617.955566
	Iteration 35Q: 3 clusters Score -1.170863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82372 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -11708618.000000 Penalty: 5617.955566
	Iteration 36Q: 3 clusters Score -1.170862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82372 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -11708623.000000 Penalty: 5617.955566
	Iteration 37Q: 3 clusters Score -1.170862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82373 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -11708623.000000 Penalty: 5617.955566
	Iteration 38Q: 3 clusters Score -1.170862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82376 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -11708623.000000 Penalty: 5617.955566
	Iteration 39Q: 3 clusters Score -1.170862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82380 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -11708637.000000 Penalty: 5617.955566
	Iteration 40F: 3 clusters Score -1.170864e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82384 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -11708634.000000 Penalty: 5617.955566
	Iteration 41Q: 3 clusters Score -1.170863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82387 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -11708649.000000 Penalty: 5617.955566
	Iteration 42Q: 3 clusters Score -1.170865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82386 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -11708644.000000 Penalty: 5617.955566
	Iteration 43Q: 3 clusters Score -1.170864e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82386 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -11708644.000000 Penalty: 5617.955566
	Iteration 44F: 3 clusters Score -1.170864e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Entering Unmasked Estep 
Score: -137711.203125 Penalty: 1721.654907
	Iteration 0F: 2 clusters Score -137711.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -135748.375000 Penalty: 3443.309814
	Iteration 0F: 3 clusters Score -135748.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -136051.343750 Penalty: 3443.309814
	Iteration 1F: 3 clusters Score -136051.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -136173.140625 Penalty: 3443.309814
	Iteration 2F: 3 clusters Score -136173.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -136226.500000 Penalty: 3443.309814
	Iteration 3Q: 3 clusters Score -136226.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -136261.203125 Penalty: 3443.309814
	Iteration 4Q: 3 clusters Score -136261.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -136288.750000 Penalty: 3443.309814
	Iteration 5Q: 3 clusters Score -136288.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -136304.890625 Penalty: 3443.309814
	Iteration 6Q: 3 clusters Score -136304.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -136312.031250 Penalty: 3443.309814
	Iteration 7Q: 3 clusters Score -136312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -136321.296875 Penalty: 3443.309814
	Iteration 8Q: 3 clusters Score -136321.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -136330.843750 Penalty: 3443.309814
	Iteration 9Q: 3 clusters Score -136330.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -136342.265625 Penalty: 3443.309814
	Iteration 10Q: 3 clusters Score -136342.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -136351.453125 Penalty: 3443.309814
	Iteration 11Q: 3 clusters Score -136351.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -136360.828125 Penalty: 3443.309814
	Iteration 12Q: 3 clusters Score -136360.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -136369.687500 Penalty: 3443.309814
	Iteration 13Q: 3 clusters Score -136369.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -136373.515625 Penalty: 3443.309814
	Iteration 14Q: 3 clusters Score -136373.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -136376.796875 Penalty: 3443.309814
	Iteration 15Q: 3 clusters Score -136376.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -136382.531250 Penalty: 3443.309814
	Iteration 16Q: 3 clusters Score -136382.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -136382.531250 Penalty: 3443.309814
	Iteration 17F: 3 clusters Score -136382.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Entering Unmasked Estep 
Score: -2371066.000000 Penalty: 2411.418945
	Iteration 0F: 2 clusters Score -2371066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -2359058.250000 Penalty: 4822.837891
	Iteration 0F: 3 clusters Score -2359058 nChanged 7313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -2362974.500000 Penalty: 4822.837891
	Iteration 1F: 3 clusters Score -2362974 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -2363336.750000 Penalty: 4822.837891
	Iteration 2F: 3 clusters Score -2363337 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -2363641.250000 Penalty: 4822.837891
	Iteration 3Q: 3 clusters Score -2363641 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2363927.250000 Penalty: 4822.837891
	Iteration 4Q: 3 clusters Score -2363927 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -2364250.750000 Penalty: 4822.837891
	Iteration 5Q: 3 clusters Score -2364251 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2364527.000000 Penalty: 4822.837891
	Iteration 6Q: 3 clusters Score -2364527 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2364824.250000 Penalty: 4822.837891
	Iteration 7Q: 3 clusters Score -2364824 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -2365129.250000 Penalty: 4822.837891
	Iteration 8Q: 3 clusters Score -2365129 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2365456.000000 Penalty: 4822.837891
	Iteration 9Q: 3 clusters Score -2365456 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -2365801.750000 Penalty: 4822.837891
	Iteration 10Q: 3 clusters Score -2365802 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -2366169.000000 Penalty: 4822.837891
	Iteration 11Q: 3 clusters Score -2366169 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -2366532.500000 Penalty: 4822.837891
	Iteration 12Q: 3 clusters Score -2366532 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -2366824.750000 Penalty: 4822.837891
	Iteration 13Q: 3 clusters Score -2366825 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2367057.500000 Penalty: 4822.837891
	Iteration 14Q: 3 clusters Score -2367058 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2367241.250000 Penalty: 4822.837891
	Iteration 15Q: 3 clusters Score -2367241 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -2367382.250000 Penalty: 4822.837891
	Iteration 16Q: 3 clusters Score -2367382 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -2367495.000000 Penalty: 4822.837891
	Iteration 17Q: 3 clusters Score -2367495 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -2367599.750000 Penalty: 4822.837891
	Iteration 18Q: 3 clusters Score -2367600 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -2367703.000000 Penalty: 4822.837891
	Iteration 19Q: 3 clusters Score -2367703 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -2367780.000000 Penalty: 4822.837891
	Iteration 20F: 3 clusters Score -2367780 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -2367850.500000 Penalty: 4822.837891
	Iteration 21Q: 3 clusters Score -2367850 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -2367907.000000 Penalty: 4822.837891
	Iteration 22Q: 3 clusters Score -2367907 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -2367966.500000 Penalty: 4822.837891
	Iteration 23Q: 3 clusters Score -2367966 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -2368021.500000 Penalty: 4822.837891
	Iteration 24Q: 3 clusters Score -2368022 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -2368080.750000 Penalty: 4822.837891
	Iteration 25Q: 3 clusters Score -2368081 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -2368117.750000 Penalty: 4822.837891
	Iteration 26Q: 3 clusters Score -2368118 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -2368162.750000 Penalty: 4822.837891
	Iteration 27Q: 3 clusters Score -2368163 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2368201.250000 Penalty: 4822.837891
	Iteration 28Q: 3 clusters Score -2368201 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -2368246.250000 Penalty: 4822.837891
	Iteration 29Q: 3 clusters Score -2368246 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2368290.750000 Penalty: 4822.837891
	Iteration 30Q: 3 clusters Score -2368291 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -2368340.750000 Penalty: 4822.837891
	Iteration 31Q: 3 clusters Score -2368341 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -2368381.250000 Penalty: 4822.837891
	Iteration 32Q: 3 clusters Score -2368381 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -2368425.500000 Penalty: 4822.837891
	Iteration 33Q: 3 clusters Score -2368426 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -2368461.750000 Penalty: 4822.837891
	Iteration 34Q: 3 clusters Score -2368462 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -2368504.250000 Penalty: 4822.837891
	Iteration 35Q: 3 clusters Score -2368504 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -2368530.750000 Penalty: 4822.837891
	Iteration 36Q: 3 clusters Score -2368531 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2368567.000000 Penalty: 4822.837891
	Iteration 37Q: 3 clusters Score -2368567 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -2368598.750000 Penalty: 4822.837891
	Iteration 38Q: 3 clusters Score -2368599 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -2368625.250000 Penalty: 4822.837891
	Iteration 39Q: 3 clusters Score -2368625 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -2368651.000000 Penalty: 4822.837891
	Iteration 40F: 3 clusters Score -2368651 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -2368667.000000 Penalty: 4822.837891
	Iteration 41Q: 3 clusters Score -2368667 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2368695.250000 Penalty: 4822.837891
	Iteration 42Q: 3 clusters Score -2368695 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -2368716.000000 Penalty: 4822.837891
	Iteration 43Q: 3 clusters Score -2368716 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -2368739.500000 Penalty: 4822.837891
	Iteration 44Q: 3 clusters Score -2368740 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -2368754.250000 Penalty: 4822.837891
	Iteration 45Q: 3 clusters Score -2368754 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -2368772.250000 Penalty: 4822.837891
	Iteration 46Q: 3 clusters Score -2368772 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -2368790.250000 Penalty: 4822.837891
	Iteration 47Q: 3 clusters Score -2368790 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -2368808.000000 Penalty: 4822.837891
	Iteration 48Q: 3 clusters Score -2368808 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -2368826.000000 Penalty: 4822.837891
	Iteration 49Q: 3 clusters Score -2368826 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -2368833.500000 Penalty: 4822.837891
	Iteration 50Q: 3 clusters Score -2368834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2368843.750000 Penalty: 4822.837891
	Iteration 51Q: 3 clusters Score -2368844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -2368854.500000 Penalty: 4822.837891
	Iteration 52Q: 3 clusters Score -2368854 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -2368866.000000 Penalty: 4822.837891
	Iteration 53Q: 3 clusters Score -2368866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2368876.000000 Penalty: 4822.837891
	Iteration 54Q: 3 clusters Score -2368876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -2368889.750000 Penalty: 4822.837891
	Iteration 55Q: 3 clusters Score -2368890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -2368894.000000 Penalty: 4822.837891
	Iteration 56Q: 3 clusters Score -2368894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -2368897.500000 Penalty: 4822.837891
	Iteration 57Q: 3 clusters Score -2368898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2368905.000000 Penalty: 4822.837891
	Iteration 58Q: 3 clusters Score -2368905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2368907.000000 Penalty: 4822.837891
	Iteration 59Q: 3 clusters Score -2368907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -2368915.250000 Penalty: 4822.837891
	Iteration 60F: 3 clusters Score -2368915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -2368917.750000 Penalty: 4822.837891
	Iteration 61Q: 3 clusters Score -2368918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -2368920.750000 Penalty: 4822.837891
	Iteration 62Q: 3 clusters Score -2368921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -2368926.250000 Penalty: 4822.837891
	Iteration 63Q: 3 clusters Score -2368926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -2368927.250000 Penalty: 4822.837891
	Iteration 64Q: 3 clusters Score -2368927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -2368935.250000 Penalty: 4822.837891
	Iteration 65Q: 3 clusters Score -2368935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -2368941.500000 Penalty: 4822.837891
	Iteration 66Q: 3 clusters Score -2368942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -2368942.000000 Penalty: 4822.837891
	Iteration 67Q: 3 clusters Score -2368942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -2368944.750000 Penalty: 4822.837891
	Iteration 68Q: 3 clusters Score -2368945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -2368952.250000 Penalty: 4822.837891
	Iteration 69Q: 3 clusters Score -2368952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -2368955.000000 Penalty: 4822.837891
	Iteration 70Q: 3 clusters Score -2368955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -2368959.750000 Penalty: 4822.837891
	Iteration 71Q: 3 clusters Score -2368960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -2368966.250000 Penalty: 4822.837891
	Iteration 72Q: 3 clusters Score -2368966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -2368970.750000 Penalty: 4822.837891
	Iteration 73Q: 3 clusters Score -2368971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -2368974.500000 Penalty: 4822.837891
	Iteration 74Q: 3 clusters Score -2368974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -2368982.000000 Penalty: 4822.837891
	Iteration 75Q: 3 clusters Score -2368982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -2368994.500000 Penalty: 4822.837891
	Iteration 76Q: 3 clusters Score -2368994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -2368998.250000 Penalty: 4822.837891
	Iteration 77Q: 3 clusters Score -2368998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -2369004.750000 Penalty: 4822.837891
	Iteration 78Q: 3 clusters Score -2369005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -2369004.500000 Penalty: 4822.837891
	Iteration 79Q: 3 clusters Score -2369004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -2369006.750000 Penalty: 4822.837891
	Iteration 80F: 3 clusters Score -2369007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2369007.250000 Penalty: 4822.837891
	Iteration 81Q: 3 clusters Score -2369007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -2369010.000000 Penalty: 4822.837891
	Iteration 82Q: 3 clusters Score -2369010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -2369009.500000 Penalty: 4822.837891
	Iteration 83Q: 3 clusters Score -2369010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -2369013.000000 Penalty: 4822.837891
	Iteration 84Q: 3 clusters Score -2369013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -2369020.500000 Penalty: 4822.837891
	Iteration 85Q: 3 clusters Score -2369020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2369022.750000 Penalty: 4822.837891
	Iteration 86Q: 3 clusters Score -2369023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -2369025.000000 Penalty: 4822.837891
	Iteration 87Q: 3 clusters Score -2369025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -2369030.750000 Penalty: 4822.837891
	Iteration 88Q: 3 clusters Score -2369031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -2369027.750000 Penalty: 4822.837891
	Iteration 89Q: 3 clusters Score -2369028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -2369029.250000 Penalty: 4822.837891
	Iteration 90Q: 3 clusters Score -2369029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -2369031.500000 Penalty: 4822.837891
	Iteration 91Q: 3 clusters Score -2369032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -2369032.500000 Penalty: 4822.837891
	Iteration 92Q: 3 clusters Score -2369032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -2369032.500000 Penalty: 4822.837891
	Iteration 93F: 3 clusters Score -2369032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Entering Unmasked Estep 
Score: -3707807.500000 Penalty: 2532.976562
	Iteration 0F: 2 clusters Score -3707808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -3689154.750000 Penalty: 5065.953125
	Iteration 0F: 3 clusters Score -3689155 nChanged 12178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -3695617.500000 Penalty: 5065.953125
	Iteration 1F: 3 clusters Score -3695618 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -3696369.500000 Penalty: 5065.953125
	Iteration 2F: 3 clusters Score -3696370 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -3697409.250000 Penalty: 5065.953125
	Iteration 3F: 3 clusters Score -3697409 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -3698770.750000 Penalty: 5065.953125
	Iteration 4F: 3 clusters Score -3698771 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -3700461.500000 Penalty: 5065.953125
	Iteration 5F: 3 clusters Score -3700462 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -3702257.500000 Penalty: 5065.953125
	Iteration 6F: 3 clusters Score -3702258 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -3703746.250000 Penalty: 5065.953125
	Iteration 7F: 3 clusters Score -3703746 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -3704723.000000 Penalty: 5065.953125
	Iteration 8F: 3 clusters Score -3704723 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -3705392.250000 Penalty: 5065.953125
	Iteration 9Q: 3 clusters Score -3705392 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -3705865.500000 Penalty: 5065.953125
	Iteration 10Q: 3 clusters Score -3705866 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -3706248.250000 Penalty: 5065.953125
	Iteration 11Q: 3 clusters Score -3706248 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -3706599.500000 Penalty: 5065.953125
	Iteration 12Q: 3 clusters Score -3706600 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -3706937.250000 Penalty: 5065.953125
	Iteration 13Q: 3 clusters Score -3706937 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -3707193.250000 Penalty: 5065.953125
	Iteration 14Q: 3 clusters Score -3707193 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -3707459.000000 Penalty: 5065.953125
	Iteration 15Q: 3 clusters Score -3707459 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -3707655.500000 Penalty: 5065.953125
	Iteration 16Q: 3 clusters Score -3707656 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -3707781.000000 Penalty: 5065.953125
	Iteration 17Q: 3 clusters Score -3707781 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -3707860.750000 Penalty: 5065.953125
	Iteration 18Q: 3 clusters Score -3707861 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -3707891.000000 Penalty: 5065.953125
	Iteration 19Q: 3 clusters Score -3707891 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -3707904.000000 Penalty: 5065.953125
	Iteration 20F: 3 clusters Score -3707904 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -3707917.500000 Penalty: 5065.953125
	Iteration 21Q: 3 clusters Score -3707918 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -3707935.250000 Penalty: 5065.953125
	Iteration 22Q: 3 clusters Score -3707935 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -3707940.750000 Penalty: 5065.953125
	Iteration 23Q: 3 clusters Score -3707941 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -3707944.250000 Penalty: 5065.953125
	Iteration 24Q: 3 clusters Score -3707944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -3707943.750000 Penalty: 5065.953125
	Iteration 25Q: 3 clusters Score -3707944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -3707950.000000 Penalty: 5065.953125
	Iteration 26Q: 3 clusters Score -3707950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -3707949.500000 Penalty: 5065.953125
	Iteration 27Q: 3 clusters Score -3707950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -3707948.250000 Penalty: 5065.953125
	Iteration 28Q: 3 clusters Score -3707948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -3707954.750000 Penalty: 5065.953125
	Iteration 29Q: 3 clusters Score -3707955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -3707953.000000 Penalty: 5065.953125
	Iteration 30Q: 3 clusters Score -3707953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -3707955.000000 Penalty: 5065.953125
	Iteration 31Q: 3 clusters Score -3707955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -3707953.500000 Penalty: 5065.953125
	Iteration 32Q: 3 clusters Score -3707954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -3707958.750000 Penalty: 5065.953125
	Iteration 33Q: 3 clusters Score -3707959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -3707953.000000 Penalty: 5065.953125
	Iteration 34Q: 3 clusters Score -3707953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -3707954.000000 Penalty: 5065.953125
	Iteration 35Q: 3 clusters Score -3707954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -3707954.000000 Penalty: 5065.953125
	Iteration 36F: 3 clusters Score -3707954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151540 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 55661 members 
Mstep: Class 9 contains 82994 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16705 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 15742 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17442 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66148 members 
Mstep: Class 19 contains 7361 members 
Mstep: Class 20 contains 120505 members 
Mstep: Class 21 contains 18984 members 
Mstep: Class 22 contains 165042 members 
Mstep: Class 23 contains 170514 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Mstep: Class 26 contains 25939 members 
Entering Unmasked Estep 
Score: -132694624.000000 Penalty: 88826.445312
Splitting cluster 12 changes total score from -132695504.000000 to -132694624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (15742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Entering Unmasked Estep 
Score: -2233293.500000 Penalty: 2396.693604
	Iteration 0F: 2 clusters Score -2233294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -2222004.500000 Penalty: 4793.387207
	Iteration 0F: 3 clusters Score -2222004 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2225604.500000 Penalty: 4793.387207
	Iteration 1F: 3 clusters Score -2225604 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -2225993.250000 Penalty: 4793.387207
	Iteration 2F: 3 clusters Score -2225993 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2226322.750000 Penalty: 4793.387207
	Iteration 3F: 3 clusters Score -2226323 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -2226648.000000 Penalty: 4793.387207
	Iteration 4Q: 3 clusters Score -2226648 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -2226950.000000 Penalty: 4793.387207
	Iteration 5Q: 3 clusters Score -2226950 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2227316.750000 Penalty: 4793.387207
	Iteration 6Q: 3 clusters Score -2227317 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -2227770.750000 Penalty: 4793.387207
	Iteration 7Q: 3 clusters Score -2227771 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -2228354.250000 Penalty: 4793.387207
	Iteration 8F: 3 clusters Score -2228354 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -2228993.250000 Penalty: 4793.387207
	Iteration 9F: 3 clusters Score -2228993 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2229623.000000 Penalty: 4793.387207
	Iteration 10Q: 3 clusters Score -2229623 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2230158.500000 Penalty: 4793.387207
	Iteration 11Q: 3 clusters Score -2230158 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2230538.500000 Penalty: 4793.387207
	Iteration 12Q: 3 clusters Score -2230538 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2230821.250000 Penalty: 4793.387207
	Iteration 13Q: 3 clusters Score -2230821 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2231008.750000 Penalty: 4793.387207
	Iteration 14Q: 3 clusters Score -2231009 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2231124.000000 Penalty: 4793.387207
	Iteration 15Q: 3 clusters Score -2231124 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2231203.000000 Penalty: 4793.387207
	Iteration 16Q: 3 clusters Score -2231203 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2231246.750000 Penalty: 4793.387207
	Iteration 17Q: 3 clusters Score -2231247 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2231282.000000 Penalty: 4793.387207
	Iteration 18Q: 3 clusters Score -2231282 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2231311.000000 Penalty: 4793.387207
	Iteration 19Q: 3 clusters Score -2231311 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2231326.500000 Penalty: 4793.387207
	Iteration 20F: 3 clusters Score -2231326 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2231336.750000 Penalty: 4793.387207
	Iteration 21Q: 3 clusters Score -2231337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2231345.750000 Penalty: 4793.387207
	Iteration 22Q: 3 clusters Score -2231346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2231360.500000 Penalty: 4793.387207
	Iteration 23Q: 3 clusters Score -2231360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2231367.500000 Penalty: 4793.387207
	Iteration 24Q: 3 clusters Score -2231368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2231379.250000 Penalty: 4793.387207
	Iteration 25Q: 3 clusters Score -2231379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2231388.500000 Penalty: 4793.387207
	Iteration 26Q: 3 clusters Score -2231388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2231397.250000 Penalty: 4793.387207
	Iteration 27Q: 3 clusters Score -2231397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2231400.000000 Penalty: 4793.387207
	Iteration 28Q: 3 clusters Score -2231400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2231398.500000 Penalty: 4793.387207
	Iteration 29Q: 3 clusters Score -2231398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2231407.750000 Penalty: 4793.387207
	Iteration 30Q: 3 clusters Score -2231408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2231413.250000 Penalty: 4793.387207
	Iteration 31Q: 3 clusters Score -2231413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2231417.500000 Penalty: 4793.387207
	Iteration 32Q: 3 clusters Score -2231418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2231421.000000 Penalty: 4793.387207
	Iteration 33Q: 3 clusters Score -2231421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2231420.250000 Penalty: 4793.387207
	Iteration 34Q: 3 clusters Score -2231420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2231420.250000 Penalty: 4793.387207
	Iteration 35F: 3 clusters Score -2231420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -49710.195312 Penalty: 1520.004517
	Iteration 0F: 2 clusters Score -49710.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -48300.964844 Penalty: 3040.009033
	Iteration 0F: 3 clusters Score -48300.96 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -48524.296875 Penalty: 3040.009033
	Iteration 1F: 3 clusters Score -48524.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -48672.941406 Penalty: 3040.009033
	Iteration 2F: 3 clusters Score -48672.94 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -48758.226562 Penalty: 3040.009033
	Iteration 3F: 3 clusters Score -48758.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -48853.718750 Penalty: 3040.009033
	Iteration 4Q: 3 clusters Score -48853.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -48928.113281 Penalty: 3040.009033
	Iteration 5Q: 3 clusters Score -48928.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -49037.156250 Penalty: 3040.009033
	Iteration 6Q: 3 clusters Score -49037.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -49231.390625 Penalty: 3040.009033
	Iteration 7Q: 3 clusters Score -49231.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -49447.761719 Penalty: 3040.009033
	Iteration 8Q: 3 clusters Score -49447.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -49649.750000 Penalty: 3040.009033
	Iteration 9Q: 3 clusters Score -49649.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -49808.343750 Penalty: 3040.009033
	Iteration 10Q: 3 clusters Score -49808.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -50049.562500 Penalty: 3040.009033
	Iteration 11Q: 3 clusters Score -50049.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -50111.308594 Penalty: 3040.009033
	Iteration 12Q: 3 clusters Score -50111.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -50125.148438 Penalty: 3040.009033
	Iteration 13Q: 3 clusters Score -50125.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -50182.117188 Penalty: 3040.009033
	Iteration 14F: 3 clusters Score -50182.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -50483.402344 Penalty: 3040.009033
	Iteration 15Q: 3 clusters Score -50483.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -50483.402344 Penalty: 3040.009033
	Iteration 16F: 3 clusters Score -50483.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151540 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 55661 members 
Mstep: Class 9 contains 82994 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16705 members 
Mstep: Class 12 contains 27272 members 
Mstep: Class 13 contains 15742 members 
Mstep: Class 14 contains 331 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17442 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66148 members 
Mstep: Class 19 contains 7361 members 
Mstep: Class 20 contains 120505 members 
Mstep: Class 21 contains 18984 members 
Mstep: Class 22 contains 165042 members 
Mstep: Class 23 contains 170514 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Mstep: Class 26 contains 128 members 
Entering Unmasked Estep 
Score: -132694320.000000 Penalty: 88826.445312
Splitting cluster 14 changes total score from -132695504.000000 to -132694320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (1724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Entering Unmasked Estep 
Score: -242866.796875 Penalty: 1848.195801
	Iteration 0F: 2 clusters Score -242866.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -240453.890625 Penalty: 3696.391602
	Iteration 0F: 3 clusters Score -240453.9 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -240823.765625 Penalty: 3696.391602
	Iteration 1F: 3 clusters Score -240823.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -240930.515625 Penalty: 3696.391602
	Iteration 2F: 3 clusters Score -240930.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -240990.109375 Penalty: 3696.391602
	Iteration 3Q: 3 clusters Score -240990.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -241039.562500 Penalty: 3696.391602
	Iteration 4Q: 3 clusters Score -241039.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -241062.312500 Penalty: 3696.391602
	Iteration 5Q: 3 clusters Score -241062.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -241074.406250 Penalty: 3696.391602
	Iteration 6Q: 3 clusters Score -241074.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -241083.546875 Penalty: 3696.391602
	Iteration 7Q: 3 clusters Score -241083.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -241089.359375 Penalty: 3696.391602
	Iteration 8Q: 3 clusters Score -241089.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -241095.437500 Penalty: 3696.391602
	Iteration 9Q: 3 clusters Score -241095.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -241099.328125 Penalty: 3696.391602
	Iteration 10Q: 3 clusters Score -241099.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -241104.125000 Penalty: 3696.391602
	Iteration 11Q: 3 clusters Score -241104.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -241109.828125 Penalty: 3696.391602
	Iteration 12Q: 3 clusters Score -241109.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -241111.234375 Penalty: 3696.391602
	Iteration 13Q: 3 clusters Score -241111.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -241112.468750 Penalty: 3696.391602
	Iteration 14Q: 3 clusters Score -241112.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -241115.703125 Penalty: 3696.391602
	Iteration 15Q: 3 clusters Score -241115.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -241118.375000 Penalty: 3696.391602
	Iteration 16Q: 3 clusters Score -241118.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -241119.890625 Penalty: 3696.391602
	Iteration 17Q: 3 clusters Score -241119.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -241121.015625 Penalty: 3696.391602
	Iteration 18Q: 3 clusters Score -241121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -241122.171875 Penalty: 3696.391602
	Iteration 19Q: 3 clusters Score -241122.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -241122.171875 Penalty: 3696.391602
	Iteration 20F: 3 clusters Score -241122.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Entering Unmasked Estep 
Score: -2461991.000000 Penalty: 2422.125732
	Iteration 0F: 2 clusters Score -2461991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2449664.000000 Penalty: 4844.251465
	Iteration 0F: 3 clusters Score -2449664 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -2453591.750000 Penalty: 4844.251465
	Iteration 1F: 3 clusters Score -2453592 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -2453953.500000 Penalty: 4844.251465
	Iteration 2F: 3 clusters Score -2453954 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -2454223.500000 Penalty: 4844.251465
	Iteration 3Q: 3 clusters Score -2454224 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -2454444.500000 Penalty: 4844.251465
	Iteration 4Q: 3 clusters Score -2454444 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -2454664.500000 Penalty: 4844.251465
	Iteration 5Q: 3 clusters Score -2454664 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -2454895.250000 Penalty: 4844.251465
	Iteration 6Q: 3 clusters Score -2454895 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2455112.750000 Penalty: 4844.251465
	Iteration 7Q: 3 clusters Score -2455113 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -2455342.000000 Penalty: 4844.251465
	Iteration 8Q: 3 clusters Score -2455342 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -2455618.750000 Penalty: 4844.251465
	Iteration 9Q: 3 clusters Score -2455619 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -2455939.000000 Penalty: 4844.251465
	Iteration 10Q: 3 clusters Score -2455939 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -2456296.750000 Penalty: 4844.251465
	Iteration 11Q: 3 clusters Score -2456297 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -2456748.500000 Penalty: 4844.251465
	Iteration 12Q: 3 clusters Score -2456748 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -2457270.500000 Penalty: 4844.251465
	Iteration 13Q: 3 clusters Score -2457270 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -2457843.000000 Penalty: 4844.251465
	Iteration 14Q: 3 clusters Score -2457843 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -2458410.250000 Penalty: 4844.251465
	Iteration 15Q: 3 clusters Score -2458410 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -2458905.000000 Penalty: 4844.251465
	Iteration 16Q: 3 clusters Score -2458905 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -2459289.000000 Penalty: 4844.251465
	Iteration 17Q: 3 clusters Score -2459289 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -2459535.500000 Penalty: 4844.251465
	Iteration 18Q: 3 clusters Score -2459536 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2459717.000000 Penalty: 4844.251465
	Iteration 19Q: 3 clusters Score -2459717 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2459817.500000 Penalty: 4844.251465
	Iteration 20F: 3 clusters Score -2459818 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -2459873.250000 Penalty: 4844.251465
	Iteration 21Q: 3 clusters Score -2459873 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -2459911.500000 Penalty: 4844.251465
	Iteration 22Q: 3 clusters Score -2459912 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -2459929.750000 Penalty: 4844.251465
	Iteration 23Q: 3 clusters Score -2459930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2459943.500000 Penalty: 4844.251465
	Iteration 24Q: 3 clusters Score -2459944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -2459953.750000 Penalty: 4844.251465
	Iteration 25Q: 3 clusters Score -2459954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2459951.750000 Penalty: 4844.251465
	Iteration 26Q: 3 clusters Score -2459952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2459956.500000 Penalty: 4844.251465
	Iteration 27Q: 3 clusters Score -2459956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2459959.250000 Penalty: 4844.251465
	Iteration 28Q: 3 clusters Score -2459959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -2459960.000000 Penalty: 4844.251465
	Iteration 29Q: 3 clusters Score -2459960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -2459960.000000 Penalty: 4844.251465
	Iteration 30F: 3 clusters Score -2459960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -51199.085938 Penalty: 1514.541626
	Iteration 0F: 2 clusters Score -51199.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -49755.968750 Penalty: 3029.083252
	Iteration 0F: 3 clusters Score -49755.97 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50011.179688 Penalty: 3029.083252
	Iteration 1F: 3 clusters Score -50011.18 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -50101.929688 Penalty: 3029.083252
	Iteration 2F: 3 clusters Score -50101.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50179.632812 Penalty: 3029.083252
	Iteration 3Q: 3 clusters Score -50179.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -50304.203125 Penalty: 3029.083252
	Iteration 4Q: 3 clusters Score -50304.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50518.664062 Penalty: 3029.083252
	Iteration 5Q: 3 clusters Score -50518.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50879.902344 Penalty: 3029.083252
	Iteration 6F: 3 clusters Score -50879.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -50961.281250 Penalty: 3029.083252
	Iteration 7Q: 3 clusters Score -50961.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50989.371094 Penalty: 3029.083252
	Iteration 8Q: 3 clusters Score -50989.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -50991.207031 Penalty: 3029.083252
	Iteration 9Q: 3 clusters Score -50991.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -50991.207031 Penalty: 3029.083252
	Iteration 10F: 3 clusters Score -50991.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (66148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66148 members 
Entering Unmasked Estep 
Score: -9310641.000000 Penalty: 2752.713379
	Iteration 0F: 2 clusters Score -9310641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -9266207.000000 Penalty: 5505.426758
	Iteration 0F: 3 clusters Score -9266207 nChanged 30885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -9284084.000000 Penalty: 5505.426758
	Iteration 1F: 3 clusters Score -9284084 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -9285234.000000 Penalty: 5505.426758
	Iteration 2Q: 3 clusters Score -9285234 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -9286650.000000 Penalty: 5505.426758
	Iteration 3Q: 3 clusters Score -9286650 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -9288474.000000 Penalty: 5505.426758
	Iteration 4F: 3 clusters Score -9288474 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
Score: -9290513.000000 Penalty: 5505.426758
	Iteration 5F: 3 clusters Score -9290513 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 40910 members 
Entering Unmasked Estep 
Score: -9292742.000000 Penalty: 5505.426758
	Iteration 6F: 3 clusters Score -9292742 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 44037 members 
Entering Unmasked Estep 
Score: -9294957.000000 Penalty: 5505.426758
	Iteration 7F: 3 clusters Score -9294957 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 47469 members 
Entering Unmasked Estep 
Score: -9297187.000000 Penalty: 5505.426758
	Iteration 8F: 3 clusters Score -9297187 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 51084 members 
Entering Unmasked Estep 
Score: -9299649.000000 Penalty: 5505.426758
	Iteration 9F: 3 clusters Score -9299649 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 54622 members 
Entering Unmasked Estep 
Score: -9302154.000000 Penalty: 5505.426758
	Iteration 10F: 3 clusters Score -9302154 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 57827 members 
Entering Unmasked Estep 
Score: -9304513.000000 Penalty: 5505.426758
	Iteration 11Q: 3 clusters Score -9304513 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 60347 members 
Entering Unmasked Estep 
Score: -9306327.000000 Penalty: 5505.426758
	Iteration 12Q: 3 clusters Score -9306327 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 62047 members 
Entering Unmasked Estep 
Score: -9307472.000000 Penalty: 5505.426758
	Iteration 13Q: 3 clusters Score -9307472 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 63147 members 
Entering Unmasked Estep 
Score: -9308108.000000 Penalty: 5505.426758
	Iteration 14Q: 3 clusters Score -9308108 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 63802 members 
Entering Unmasked Estep 
Score: -9308432.000000 Penalty: 5505.426758
	Iteration 15Q: 3 clusters Score -9308432 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 64209 members 
Entering Unmasked Estep 
Score: -9308605.000000 Penalty: 5505.426758
	Iteration 16Q: 3 clusters Score -9308605 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 64453 members 
Entering Unmasked Estep 
Score: -9308704.000000 Penalty: 5505.426758
	Iteration 17Q: 3 clusters Score -9308704 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 64599 members 
Entering Unmasked Estep 
Score: -9308773.000000 Penalty: 5505.426758
	Iteration 18Q: 3 clusters Score -9308773 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 64687 members 
Entering Unmasked Estep 
Score: -9308812.000000 Penalty: 5505.426758
	Iteration 19Q: 3 clusters Score -9308812 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 64745 members 
Entering Unmasked Estep 
Score: -9308840.000000 Penalty: 5505.426758
	Iteration 20F: 3 clusters Score -9308840 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 64786 members 
Entering Unmasked Estep 
Score: -9308854.000000 Penalty: 5505.426758
	Iteration 21Q: 3 clusters Score -9308854 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 64825 members 
Entering Unmasked Estep 
Score: -9308850.000000 Penalty: 5505.426758
	Iteration 22Q: 3 clusters Score -9308850 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 64859 members 
Entering Unmasked Estep 
Score: -9308887.000000 Penalty: 5505.426758
	Iteration 23Q: 3 clusters Score -9308887 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 64886 members 
Entering Unmasked Estep 
Score: -9308895.000000 Penalty: 5505.426758
	Iteration 24Q: 3 clusters Score -9308895 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 64908 members 
Entering Unmasked Estep 
Score: -9308895.000000 Penalty: 5505.426758
	Iteration 25Q: 3 clusters Score -9308895 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 64924 members 
Entering Unmasked Estep 
Score: -9308907.000000 Penalty: 5505.426758
	Iteration 26Q: 3 clusters Score -9308907 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 64943 members 
Entering Unmasked Estep 
Score: -9308923.000000 Penalty: 5505.426758
	Iteration 27Q: 3 clusters Score -9308923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 64954 members 
Entering Unmasked Estep 
Score: -9308922.000000 Penalty: 5505.426758
	Iteration 28Q: 3 clusters Score -9308922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 64960 members 
Entering Unmasked Estep 
Score: -9308924.000000 Penalty: 5505.426758
	Iteration 29Q: 3 clusters Score -9308924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 64968 members 
Entering Unmasked Estep 
Score: -9308928.000000 Penalty: 5505.426758
	Iteration 30Q: 3 clusters Score -9308928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 64970 members 
Entering Unmasked Estep 
Score: -9308933.000000 Penalty: 5505.426758
	Iteration 31Q: 3 clusters Score -9308933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 64972 members 
Entering Unmasked Estep 
Score: -9308931.000000 Penalty: 5505.426758
	Iteration 32Q: 3 clusters Score -9308931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 64974 members 
Entering Unmasked Estep 
Score: -9308934.000000 Penalty: 5505.426758
	Iteration 33Q: 3 clusters Score -9308934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 64976 members 
Entering Unmasked Estep 
Score: -9308937.000000 Penalty: 5505.426758
	Iteration 34Q: 3 clusters Score -9308937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 64978 members 
Entering Unmasked Estep 
Score: -9308934.000000 Penalty: 5505.426758
	Iteration 35Q: 3 clusters Score -9308934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 64980 members 
Entering Unmasked Estep 
Score: -9308932.000000 Penalty: 5505.426758
	Iteration 36Q: 3 clusters Score -9308932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 64982 members 
Entering Unmasked Estep 
Score: -9308936.000000 Penalty: 5505.426758
	Iteration 37Q: 3 clusters Score -9308936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 64984 members 
Entering Unmasked Estep 
Score: -9308935.000000 Penalty: 5505.426758
	Iteration 38Q: 3 clusters Score -9308935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 64983 members 
Entering Unmasked Estep 
Score: -9308948.000000 Penalty: 5505.426758
	Iteration 39Q: 3 clusters Score -9308948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 64986 members 
Entering Unmasked Estep 
Score: -9308939.000000 Penalty: 5505.426758
	Iteration 40F: 3 clusters Score -9308939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 64988 members 
Entering Unmasked Estep 
Score: -9308942.000000 Penalty: 5505.426758
	Iteration 41Q: 3 clusters Score -9308942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 64990 members 
Entering Unmasked Estep 
Score: -9308948.000000 Penalty: 5505.426758
	Iteration 42Q: 3 clusters Score -9308948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 64991 members 
Entering Unmasked Estep 
Score: -9308952.000000 Penalty: 5505.426758
	Iteration 43Q: 3 clusters Score -9308952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 64993 members 
Entering Unmasked Estep 
Score: -9308957.000000 Penalty: 5505.426758
	Iteration 44Q: 3 clusters Score -9308957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 64995 members 
Entering Unmasked Estep 
Score: -9308951.000000 Penalty: 5505.426758
	Iteration 45Q: 3 clusters Score -9308951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 64994 members 
Entering Unmasked Estep 
Score: -9308950.000000 Penalty: 5505.426758
	Iteration 46Q: 3 clusters Score -9308950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 64994 members 
Entering Unmasked Estep 
Score: -9308950.000000 Penalty: 5505.426758
	Iteration 47F: 3 clusters Score -9308950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Entering Unmasked Estep 
Score: -996989.687500 Penalty: 2208.179688
	Iteration 0F: 2 clusters Score -996989.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -990955.000000 Penalty: 4416.359375
	Iteration 0F: 3 clusters Score -990955 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -992588.625000 Penalty: 4416.359375
	Iteration 1F: 3 clusters Score -992588.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -992854.562500 Penalty: 4416.359375
	Iteration 2F: 3 clusters Score -992854.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -993070.250000 Penalty: 4416.359375
	Iteration 3F: 3 clusters Score -993070.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -993246.875000 Penalty: 4416.359375
	Iteration 4Q: 3 clusters Score -993246.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -993442.687500 Penalty: 4416.359375
	Iteration 5Q: 3 clusters Score -993442.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -993653.000000 Penalty: 4416.359375
	Iteration 6Q: 3 clusters Score -993653 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -993837.375000 Penalty: 4416.359375
	Iteration 7Q: 3 clusters Score -993837.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -993987.750000 Penalty: 4416.359375
	Iteration 8Q: 3 clusters Score -993987.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -994123.375000 Penalty: 4416.359375
	Iteration 9Q: 3 clusters Score -994123.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -994216.687500 Penalty: 4416.359375
	Iteration 10Q: 3 clusters Score -994216.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -994297.875000 Penalty: 4416.359375
	Iteration 11Q: 3 clusters Score -994297.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -994362.187500 Penalty: 4416.359375
	Iteration 12Q: 3 clusters Score -994362.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -994425.625000 Penalty: 4416.359375
	Iteration 13Q: 3 clusters Score -994425.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -994493.937500 Penalty: 4416.359375
	Iteration 14Q: 3 clusters Score -994493.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -994561.750000 Penalty: 4416.359375
	Iteration 15Q: 3 clusters Score -994561.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -994609.437500 Penalty: 4416.359375
	Iteration 16Q: 3 clusters Score -994609.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -994656.625000 Penalty: 4416.359375
	Iteration 17Q: 3 clusters Score -994656.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -994695.750000 Penalty: 4416.359375
	Iteration 18Q: 3 clusters Score -994695.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -994733.750000 Penalty: 4416.359375
	Iteration 19Q: 3 clusters Score -994733.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -994779.250000 Penalty: 4416.359375
	Iteration 20F: 3 clusters Score -994779.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -994826.750000 Penalty: 4416.359375
	Iteration 21Q: 3 clusters Score -994826.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -994877.187500 Penalty: 4416.359375
	Iteration 22Q: 3 clusters Score -994877.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -994933.625000 Penalty: 4416.359375
	Iteration 23Q: 3 clusters Score -994933.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -994984.375000 Penalty: 4416.359375
	Iteration 24Q: 3 clusters Score -994984.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -995027.000000 Penalty: 4416.359375
	Iteration 25Q: 3 clusters Score -995027 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -995066.375000 Penalty: 4416.359375
	Iteration 26Q: 3 clusters Score -995066.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -995109.625000 Penalty: 4416.359375
	Iteration 27Q: 3 clusters Score -995109.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -995159.500000 Penalty: 4416.359375
	Iteration 28Q: 3 clusters Score -995159.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -995226.937500 Penalty: 4416.359375
	Iteration 29Q: 3 clusters Score -995226.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -995302.250000 Penalty: 4416.359375
	Iteration 30Q: 3 clusters Score -995302.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -995389.375000 Penalty: 4416.359375
	Iteration 31Q: 3 clusters Score -995389.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -995480.000000 Penalty: 4416.359375
	Iteration 32Q: 3 clusters Score -995480 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -995550.500000 Penalty: 4416.359375
	Iteration 33Q: 3 clusters Score -995550.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -995604.875000 Penalty: 4416.359375
	Iteration 34Q: 3 clusters Score -995604.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -995633.125000 Penalty: 4416.359375
	Iteration 35Q: 3 clusters Score -995633.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -995653.187500 Penalty: 4416.359375
	Iteration 36Q: 3 clusters Score -995653.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -995662.937500 Penalty: 4416.359375
	Iteration 37Q: 3 clusters Score -995662.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -995670.000000 Penalty: 4416.359375
	Iteration 38Q: 3 clusters Score -995670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -995673.750000 Penalty: 4416.359375
	Iteration 39Q: 3 clusters Score -995673.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -995676.812500 Penalty: 4416.359375
	Iteration 40F: 3 clusters Score -995676.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -995677.187500 Penalty: 4416.359375
	Iteration 41Q: 3 clusters Score -995677.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -995677.125000 Penalty: 4416.359375
	Iteration 42Q: 3 clusters Score -995677.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -995678.937500 Penalty: 4416.359375
	Iteration 43Q: 3 clusters Score -995678.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -995677.750000 Penalty: 4416.359375
	Iteration 44Q: 3 clusters Score -995677.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -995678.250000 Penalty: 4416.359375
	Iteration 45Q: 3 clusters Score -995678.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -995677.500000 Penalty: 4416.359375
	Iteration 46Q: 3 clusters Score -995677.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -995677.500000 Penalty: 4416.359375
	Iteration 47F: 3 clusters Score -995677.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (120505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120505 members 
Entering Unmasked Estep 
Score: -17064014.000000 Penalty: 2901.462891
	Iteration 0F: 2 clusters Score -1.706401e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60042 members 
Mstep: Class 2 contains 60463 members 
Entering Unmasked Estep 
Score: -16986680.000000 Penalty: 5802.925781
	Iteration 0F: 3 clusters Score -1.698668e+07 nChanged 57042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58152 members 
Mstep: Class 2 contains 62353 members 
Entering Unmasked Estep 
Score: -17019368.000000 Penalty: 5802.925781
	Iteration 1F: 3 clusters Score -1.701937e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57036 members 
Mstep: Class 2 contains 63469 members 
Entering Unmasked Estep 
Score: -17020278.000000 Penalty: 5802.925781
	Iteration 2Q: 3 clusters Score -1.702028e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55250 members 
Mstep: Class 2 contains 65255 members 
Entering Unmasked Estep 
Score: -17021530.000000 Penalty: 5802.925781
	Iteration 3Q: 3 clusters Score -1.702153e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52504 members 
Mstep: Class 2 contains 68001 members 
Entering Unmasked Estep 
Score: -17023588.000000 Penalty: 5802.925781
	Iteration 4Q: 3 clusters Score -1.702359e+07 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48354 members 
Mstep: Class 2 contains 72151 members 
Entering Unmasked Estep 
Score: -17026498.000000 Penalty: 5802.925781
	Iteration 5F: 3 clusters Score -1.70265e+07 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 78155 members 
Entering Unmasked Estep 
Score: -17031410.000000 Penalty: 5802.925781
	Iteration 6F: 3 clusters Score -1.703141e+07 nChanged 8996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 85959 members 
Entering Unmasked Estep 
Score: -17038052.000000 Penalty: 5802.925781
	Iteration 7F: 3 clusters Score -1.703805e+07 nChanged 9116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 94361 members 
Entering Unmasked Estep 
Score: -17045632.000000 Penalty: 5802.925781
	Iteration 8F: 3 clusters Score -1.704563e+07 nChanged 7660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 101537 members 
Entering Unmasked Estep 
Score: -17052302.000000 Penalty: 5802.925781
	Iteration 9F: 3 clusters Score -1.70523e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 106395 members 
Entering Unmasked Estep 
Score: -17056590.000000 Penalty: 5802.925781
	Iteration 10Q: 3 clusters Score -1.705659e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 109522 members 
Entering Unmasked Estep 
Score: -17058934.000000 Penalty: 5802.925781
	Iteration 11Q: 3 clusters Score -1.705893e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 111746 members 
Entering Unmasked Estep 
Score: -17060348.000000 Penalty: 5802.925781
	Iteration 12Q: 3 clusters Score -1.706035e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 113377 members 
Entering Unmasked Estep 
Score: -17061338.000000 Penalty: 5802.925781
	Iteration 13Q: 3 clusters Score -1.706134e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 114575 members 
Entering Unmasked Estep 
Score: -17062040.000000 Penalty: 5802.925781
	Iteration 14Q: 3 clusters Score -1.706204e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 115459 members 
Entering Unmasked Estep 
Score: -17062380.000000 Penalty: 5802.925781
	Iteration 15Q: 3 clusters Score -1.706238e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 116114 members 
Entering Unmasked Estep 
Score: -17062610.000000 Penalty: 5802.925781
	Iteration 16Q: 3 clusters Score -1.706261e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 116605 members 
Entering Unmasked Estep 
Score: -17062796.000000 Penalty: 5802.925781
	Iteration 17Q: 3 clusters Score -1.70628e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 116987 members 
Entering Unmasked Estep 
Score: -17062890.000000 Penalty: 5802.925781
	Iteration 18Q: 3 clusters Score -1.706289e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 117293 members 
Entering Unmasked Estep 
Score: -17062990.000000 Penalty: 5802.925781
	Iteration 19Q: 3 clusters Score -1.706299e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 117533 members 
Entering Unmasked Estep 
Score: -17063010.000000 Penalty: 5802.925781
	Iteration 20F: 3 clusters Score -1.706301e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 117713 members 
Entering Unmasked Estep 
Score: -17062992.000000 Penalty: 5802.925781
	Iteration 21Q: 3 clusters Score -1.706299e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 117845 members 
Entering Unmasked Estep 
Score: -17063006.000000 Penalty: 5802.925781
	Iteration 22Q: 3 clusters Score -1.706301e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 117958 members 
Entering Unmasked Estep 
Score: -17063026.000000 Penalty: 5802.925781
	Iteration 23Q: 3 clusters Score -1.706303e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 118058 members 
Entering Unmasked Estep 
Score: -17063056.000000 Penalty: 5802.925781
	Iteration 24Q: 3 clusters Score -1.706306e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 118137 members 
Entering Unmasked Estep 
Score: -17063092.000000 Penalty: 5802.925781
	Iteration 25Q: 3 clusters Score -1.706309e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 118206 members 
Entering Unmasked Estep 
Score: -17063118.000000 Penalty: 5802.925781
	Iteration 26Q: 3 clusters Score -1.706312e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 118260 members 
Entering Unmasked Estep 
Score: -17063082.000000 Penalty: 5802.925781
	Iteration 27Q: 3 clusters Score -1.706308e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 118312 members 
Entering Unmasked Estep 
Score: -17063064.000000 Penalty: 5802.925781
	Iteration 28Q: 3 clusters Score -1.706306e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 118350 members 
Entering Unmasked Estep 
Score: -17063082.000000 Penalty: 5802.925781
	Iteration 29Q: 3 clusters Score -1.706308e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 118379 members 
Entering Unmasked Estep 
Score: -17063082.000000 Penalty: 5802.925781
	Iteration 30Q: 3 clusters Score -1.706308e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 118400 members 
Entering Unmasked Estep 
Score: -17063062.000000 Penalty: 5802.925781
	Iteration 31Q: 3 clusters Score -1.706306e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 118425 members 
Entering Unmasked Estep 
Score: -17063054.000000 Penalty: 5802.925781
	Iteration 32Q: 3 clusters Score -1.706305e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 118439 members 
Entering Unmasked Estep 
Score: -17063058.000000 Penalty: 5802.925781
	Iteration 33Q: 3 clusters Score -1.706306e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 118448 members 
Entering Unmasked Estep 
Score: -17063056.000000 Penalty: 5802.925781
	Iteration 34Q: 3 clusters Score -1.706306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 118455 members 
Entering Unmasked Estep 
Score: -17063070.000000 Penalty: 5802.925781
	Iteration 35Q: 3 clusters Score -1.706307e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 118463 members 
Entering Unmasked Estep 
Score: -17063068.000000 Penalty: 5802.925781
	Iteration 36Q: 3 clusters Score -1.706307e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 118472 members 
Entering Unmasked Estep 
Score: -17063052.000000 Penalty: 5802.925781
	Iteration 37Q: 3 clusters Score -1.706305e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 118483 members 
Entering Unmasked Estep 
Score: -17063046.000000 Penalty: 5802.925781
	Iteration 38Q: 3 clusters Score -1.706305e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 118490 members 
Entering Unmasked Estep 
Score: -17063042.000000 Penalty: 5802.925781
	Iteration 39Q: 3 clusters Score -1.706304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 118495 members 
Entering Unmasked Estep 
Score: -17063052.000000 Penalty: 5802.925781
	Iteration 40F: 3 clusters Score -1.706305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 118498 members 
Entering Unmasked Estep 
Score: -17063052.000000 Penalty: 5802.925781
	Iteration 41Q: 3 clusters Score -1.706305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 118501 members 
Entering Unmasked Estep 
Score: -17063038.000000 Penalty: 5802.925781
	Iteration 42Q: 3 clusters Score -1.706304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 118503 members 
Entering Unmasked Estep 
Score: -17063042.000000 Penalty: 5802.925781
	Iteration 43Q: 3 clusters Score -1.706304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 118507 members 
Entering Unmasked Estep 
Score: -17063040.000000 Penalty: 5802.925781
	Iteration 44Q: 3 clusters Score -1.706304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 118511 members 
Entering Unmasked Estep 
Score: -17063032.000000 Penalty: 5802.925781
	Iteration 45Q: 3 clusters Score -1.706303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 118513 members 
Entering Unmasked Estep 
Score: -17063032.000000 Penalty: 5802.925781
	Iteration 46Q: 3 clusters Score -1.706303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 118517 members 
Entering Unmasked Estep 
Score: -17063030.000000 Penalty: 5802.925781
	Iteration 47Q: 3 clusters Score -1.706303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 118519 members 
Entering Unmasked Estep 
Score: -17063044.000000 Penalty: 5802.925781
	Iteration 48Q: 3 clusters Score -1.706304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 118523 members 
Entering Unmasked Estep 
Score: -17063040.000000 Penalty: 5802.925781
	Iteration 49Q: 3 clusters Score -1.706304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 118531 members 
Entering Unmasked Estep 
Score: -17063032.000000 Penalty: 5802.925781
	Iteration 50Q: 3 clusters Score -1.706303e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 118537 members 
Entering Unmasked Estep 
Score: -17063026.000000 Penalty: 5802.925781
	Iteration 51Q: 3 clusters Score -1.706303e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 118544 members 
Entering Unmasked Estep 
Score: -17063032.000000 Penalty: 5802.925781
	Iteration 52Q: 3 clusters Score -1.706303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 118548 members 
Entering Unmasked Estep 
Score: -17063036.000000 Penalty: 5802.925781
	Iteration 53Q: 3 clusters Score -1.706304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 118548 members 
Entering Unmasked Estep 
Score: -17063034.000000 Penalty: 5802.925781
	Iteration 54Q: 3 clusters Score -1.706303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 118550 members 
Entering Unmasked Estep 
Score: -17063028.000000 Penalty: 5802.925781
	Iteration 55Q: 3 clusters Score -1.706303e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 118550 members 
Entering Unmasked Estep 
Score: -17063028.000000 Penalty: 5802.925781
	Iteration 56F: 3 clusters Score -1.706303e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Entering Unmasked Estep 
Score: -2699787.000000 Penalty: 2443.135254
	Iteration 0F: 2 clusters Score -2699787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2686373.250000 Penalty: 4886.270508
	Iteration 0F: 3 clusters Score -2686373 nChanged 8304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2690755.250000 Penalty: 4886.270508
	Iteration 1F: 3 clusters Score -2690755 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -2691183.250000 Penalty: 4886.270508
	Iteration 2F: 3 clusters Score -2691183 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -2691602.250000 Penalty: 4886.270508
	Iteration 3Q: 3 clusters Score -2691602 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -2692135.000000 Penalty: 4886.270508
	Iteration 4F: 3 clusters Score -2692135 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -2692786.500000 Penalty: 4886.270508
	Iteration 5F: 3 clusters Score -2692786 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -2693572.750000 Penalty: 4886.270508
	Iteration 6F: 3 clusters Score -2693573 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2694473.500000 Penalty: 4886.270508
	Iteration 7F: 3 clusters Score -2694474 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -2695489.000000 Penalty: 4886.270508
	Iteration 8F: 3 clusters Score -2695489 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2696493.500000 Penalty: 4886.270508
	Iteration 9F: 3 clusters Score -2696494 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2697314.250000 Penalty: 4886.270508
	Iteration 10Q: 3 clusters Score -2697314 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2697841.500000 Penalty: 4886.270508
	Iteration 11Q: 3 clusters Score -2697842 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2698180.250000 Penalty: 4886.270508
	Iteration 12Q: 3 clusters Score -2698180 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2698356.000000 Penalty: 4886.270508
	Iteration 13Q: 3 clusters Score -2698356 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2698443.750000 Penalty: 4886.270508
	Iteration 14Q: 3 clusters Score -2698444 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2698488.250000 Penalty: 4886.270508
	Iteration 15Q: 3 clusters Score -2698488 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2698516.000000 Penalty: 4886.270508
	Iteration 16Q: 3 clusters Score -2698516 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2698536.000000 Penalty: 4886.270508
	Iteration 17Q: 3 clusters Score -2698536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2698544.500000 Penalty: 4886.270508
	Iteration 18Q: 3 clusters Score -2698544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2698548.750000 Penalty: 4886.270508
	Iteration 19Q: 3 clusters Score -2698549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2698551.000000 Penalty: 4886.270508
	Iteration 20F: 3 clusters Score -2698551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2698555.500000 Penalty: 4886.270508
	Iteration 21Q: 3 clusters Score -2698556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2698561.750000 Penalty: 4886.270508
	Iteration 22Q: 3 clusters Score -2698562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2698566.000000 Penalty: 4886.270508
	Iteration 23Q: 3 clusters Score -2698566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2698567.250000 Penalty: 4886.270508
	Iteration 24Q: 3 clusters Score -2698567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2698568.250000 Penalty: 4886.270508
	Iteration 25Q: 3 clusters Score -2698568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2698569.750000 Penalty: 4886.270508
	Iteration 26Q: 3 clusters Score -2698570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2698569.750000 Penalty: 4886.270508
	Iteration 27F: 3 clusters Score -2698570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (165042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165042 members 
Entering Unmasked Estep 
Score: -22991234.000000 Penalty: 2979.460938
	Iteration 0F: 2 clusters Score -2.299123e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82523 members 
Mstep: Class 2 contains 82519 members 
Entering Unmasked Estep 
Score: -22885632.000000 Penalty: 5958.921875
	Iteration 0F: 3 clusters Score -2.288563e+07 nChanged 79285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82928 members 
Mstep: Class 2 contains 82114 members 
Entering Unmasked Estep 
Score: -22931904.000000 Penalty: 5958.921875
	Iteration 1F: 3 clusters Score -2.29319e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83336 members 
Mstep: Class 2 contains 81706 members 
Entering Unmasked Estep 
Score: -22932814.000000 Penalty: 5958.921875
	Iteration 2Q: 3 clusters Score -2.293281e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84005 members 
Mstep: Class 2 contains 81037 members 
Entering Unmasked Estep 
Score: -22934082.000000 Penalty: 5958.921875
	Iteration 3Q: 3 clusters Score -2.293408e+07 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85133 members 
Mstep: Class 2 contains 79909 members 
Entering Unmasked Estep 
Score: -22935910.000000 Penalty: 5958.921875
	Iteration 4Q: 3 clusters Score -2.293591e+07 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86804 members 
Mstep: Class 2 contains 78238 members 
Entering Unmasked Estep 
Score: -22938154.000000 Penalty: 5958.921875
	Iteration 5Q: 3 clusters Score -2.293815e+07 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89429 members 
Mstep: Class 2 contains 75613 members 
Entering Unmasked Estep 
Score: -22941044.000000 Penalty: 5958.921875
	Iteration 6Q: 3 clusters Score -2.294104e+07 nChanged 8317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93430 members 
Mstep: Class 2 contains 71612 members 
Entering Unmasked Estep 
Score: -22944748.000000 Penalty: 5958.921875
	Iteration 7F: 3 clusters Score -2.294475e+07 nChanged 9323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98857 members 
Mstep: Class 2 contains 66185 members 
Entering Unmasked Estep 
Score: -22949482.000000 Penalty: 5958.921875
	Iteration 8F: 3 clusters Score -2.294948e+07 nChanged 9730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105343 members 
Mstep: Class 2 contains 59699 members 
Entering Unmasked Estep 
Score: -22955884.000000 Penalty: 5958.921875
	Iteration 9F: 3 clusters Score -2.295588e+07 nChanged 9419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112160 members 
Mstep: Class 2 contains 52882 members 
Entering Unmasked Estep 
Score: -22962726.000000 Penalty: 5958.921875
	Iteration 10F: 3 clusters Score -2.296273e+07 nChanged 8489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118619 members 
Mstep: Class 2 contains 46423 members 
Entering Unmasked Estep 
Score: -22969858.000000 Penalty: 5958.921875
	Iteration 11F: 3 clusters Score -2.296986e+07 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124101 members 
Mstep: Class 2 contains 40941 members 
Entering Unmasked Estep 
Score: -22974726.000000 Penalty: 5958.921875
	Iteration 12Q: 3 clusters Score -2.297473e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128871 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -22977430.000000 Penalty: 5958.921875
	Iteration 13Q: 3 clusters Score -2.297743e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133406 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -22979596.000000 Penalty: 5958.921875
	Iteration 14Q: 3 clusters Score -2.29796e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137706 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -22981780.000000 Penalty: 5958.921875
	Iteration 15Q: 3 clusters Score -2.298178e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141823 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -22983652.000000 Penalty: 5958.921875
	Iteration 16Q: 3 clusters Score -2.298365e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145557 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -22985574.000000 Penalty: 5958.921875
	Iteration 17Q: 3 clusters Score -2.298557e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148704 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -22987324.000000 Penalty: 5958.921875
	Iteration 18Q: 3 clusters Score -2.298732e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151324 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -22988438.000000 Penalty: 5958.921875
	Iteration 19Q: 3 clusters Score -2.298844e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153595 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -22989602.000000 Penalty: 5958.921875
	Iteration 20F: 3 clusters Score -2.29896e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155455 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -22990252.000000 Penalty: 5958.921875
	Iteration 21Q: 3 clusters Score -2.299025e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156953 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -22990416.000000 Penalty: 5958.921875
	Iteration 22Q: 3 clusters Score -2.299042e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158184 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -22990450.000000 Penalty: 5958.921875
	Iteration 23Q: 3 clusters Score -2.299045e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159212 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -22990468.000000 Penalty: 5958.921875
	Iteration 24Q: 3 clusters Score -2.299047e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160088 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -22990290.000000 Penalty: 5958.921875
	Iteration 25Q: 3 clusters Score -2.299029e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160800 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -22990226.000000 Penalty: 5958.921875
	Iteration 26Q: 3 clusters Score -2.299023e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161366 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -22990118.000000 Penalty: 5958.921875
	Iteration 27Q: 3 clusters Score -2.299012e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161863 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -22989922.000000 Penalty: 5958.921875
	Iteration 28Q: 3 clusters Score -2.298992e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162251 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -22989834.000000 Penalty: 5958.921875
	Iteration 29Q: 3 clusters Score -2.298983e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162558 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -22989738.000000 Penalty: 5958.921875
	Iteration 30Q: 3 clusters Score -2.298974e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162820 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -22989704.000000 Penalty: 5958.921875
	Iteration 31Q: 3 clusters Score -2.29897e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163040 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -22989596.000000 Penalty: 5958.921875
	Iteration 32Q: 3 clusters Score -2.29896e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163240 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -22989596.000000 Penalty: 5958.921875
	Iteration 33Q: 3 clusters Score -2.29896e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163411 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -22989554.000000 Penalty: 5958.921875
	Iteration 34Q: 3 clusters Score -2.298955e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163544 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -22989486.000000 Penalty: 5958.921875
	Iteration 35Q: 3 clusters Score -2.298949e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163666 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -22989484.000000 Penalty: 5958.921875
	Iteration 36Q: 3 clusters Score -2.298948e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163758 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -22989432.000000 Penalty: 5958.921875
	Iteration 37Q: 3 clusters Score -2.298943e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163840 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -22989400.000000 Penalty: 5958.921875
	Iteration 38Q: 3 clusters Score -2.29894e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163903 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -22989358.000000 Penalty: 5958.921875
	Iteration 39Q: 3 clusters Score -2.298936e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163949 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -22989296.000000 Penalty: 5958.921875
	Iteration 40F: 3 clusters Score -2.29893e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163998 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -22989286.000000 Penalty: 5958.921875
	Iteration 41Q: 3 clusters Score -2.298929e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164044 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -22989280.000000 Penalty: 5958.921875
	Iteration 42Q: 3 clusters Score -2.298928e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164072 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -22989278.000000 Penalty: 5958.921875
	Iteration 43Q: 3 clusters Score -2.298928e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164098 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -22989272.000000 Penalty: 5958.921875
	Iteration 44Q: 3 clusters Score -2.298927e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164121 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -22989274.000000 Penalty: 5958.921875
	Iteration 45Q: 3 clusters Score -2.298927e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164138 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -22989246.000000 Penalty: 5958.921875
	Iteration 46Q: 3 clusters Score -2.298925e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164151 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -22989234.000000 Penalty: 5958.921875
	Iteration 47Q: 3 clusters Score -2.298923e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164161 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -22989248.000000 Penalty: 5958.921875
	Iteration 48Q: 3 clusters Score -2.298925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164166 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -22989248.000000 Penalty: 5958.921875
	Iteration 49Q: 3 clusters Score -2.298925e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164174 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -22989236.000000 Penalty: 5958.921875
	Iteration 50Q: 3 clusters Score -2.298924e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164183 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -22989226.000000 Penalty: 5958.921875
	Iteration 51Q: 3 clusters Score -2.298923e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164189 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -22989208.000000 Penalty: 5958.921875
	Iteration 52Q: 3 clusters Score -2.298921e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164192 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -22989194.000000 Penalty: 5958.921875
	Iteration 53Q: 3 clusters Score -2.298919e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164199 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -22989180.000000 Penalty: 5958.921875
	Iteration 54Q: 3 clusters Score -2.298918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164200 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -22989186.000000 Penalty: 5958.921875
	Iteration 55Q: 3 clusters Score -2.298919e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164205 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -22989214.000000 Penalty: 5958.921875
	Iteration 56Q: 3 clusters Score -2.298921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164209 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -22989204.000000 Penalty: 5958.921875
	Iteration 57Q: 3 clusters Score -2.29892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164211 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -22989192.000000 Penalty: 5958.921875
	Iteration 58Q: 3 clusters Score -2.298919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164212 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -22989198.000000 Penalty: 5958.921875
	Iteration 59Q: 3 clusters Score -2.29892e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164212 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -22989198.000000 Penalty: 5958.921875
	Iteration 60F: 3 clusters Score -2.29892e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (170514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170514 members 
Entering Unmasked Estep 
Score: -24023644.000000 Penalty: 2987.550049
	Iteration 0F: 2 clusters Score -2.402364e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85326 members 
Mstep: Class 2 contains 85188 members 
Entering Unmasked Estep 
Score: -23914924.000000 Penalty: 5975.100098
	Iteration 0F: 3 clusters Score -2.391492e+07 nChanged 81728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88546 members 
Mstep: Class 2 contains 81968 members 
Entering Unmasked Estep 
Score: -23963124.000000 Penalty: 5975.100098
	Iteration 1F: 3 clusters Score -2.396312e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90406 members 
Mstep: Class 2 contains 80108 members 
Entering Unmasked Estep 
Score: -23964420.000000 Penalty: 5975.100098
	Iteration 2Q: 3 clusters Score -2.396442e+07 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93041 members 
Mstep: Class 2 contains 77473 members 
Entering Unmasked Estep 
Score: -23966246.000000 Penalty: 5975.100098
	Iteration 3Q: 3 clusters Score -2.396625e+07 nChanged 7506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96703 members 
Mstep: Class 2 contains 73811 members 
Entering Unmasked Estep 
Score: -23968826.000000 Penalty: 5975.100098
	Iteration 4Q: 3 clusters Score -2.396883e+07 nChanged 8561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101502 members 
Mstep: Class 2 contains 69012 members 
Entering Unmasked Estep 
Score: -23972210.000000 Penalty: 5975.100098
	Iteration 5F: 3 clusters Score -2.397221e+07 nChanged 9694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107346 members 
Mstep: Class 2 contains 63168 members 
Entering Unmasked Estep 
Score: -23977338.000000 Penalty: 5975.100098
	Iteration 6F: 3 clusters Score -2.397734e+07 nChanged 10465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113487 members 
Mstep: Class 2 contains 57027 members 
Entering Unmasked Estep 
Score: -23984712.000000 Penalty: 5975.100098
	Iteration 7F: 3 clusters Score -2.398471e+07 nChanged 10723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118500 members 
Mstep: Class 2 contains 52014 members 
Entering Unmasked Estep 
Score: -23993754.000000 Penalty: 5975.100098
	Iteration 8F: 3 clusters Score -2.399375e+07 nChanged 9715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121049 members 
Mstep: Class 2 contains 49465 members 
Entering Unmasked Estep 
Score: -24000072.000000 Penalty: 5975.100098
	Iteration 9F: 3 clusters Score -2.400007e+07 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122060 members 
Mstep: Class 2 contains 48454 members 
Entering Unmasked Estep 
Score: -24002330.000000 Penalty: 5975.100098
	Iteration 10Q: 3 clusters Score -2.400233e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122696 members 
Mstep: Class 2 contains 47818 members 
Entering Unmasked Estep 
Score: -24003022.000000 Penalty: 5975.100098
	Iteration 11Q: 3 clusters Score -2.400302e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123260 members 
Mstep: Class 2 contains 47254 members 
Entering Unmasked Estep 
Score: -24003428.000000 Penalty: 5975.100098
	Iteration 12Q: 3 clusters Score -2.400343e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123824 members 
Mstep: Class 2 contains 46690 members 
Entering Unmasked Estep 
Score: -24003592.000000 Penalty: 5975.100098
	Iteration 13Q: 3 clusters Score -2.400359e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124382 members 
Mstep: Class 2 contains 46132 members 
Entering Unmasked Estep 
Score: -24003916.000000 Penalty: 5975.100098
	Iteration 14Q: 3 clusters Score -2.400392e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124936 members 
Mstep: Class 2 contains 45578 members 
Entering Unmasked Estep 
Score: -24004136.000000 Penalty: 5975.100098
	Iteration 15Q: 3 clusters Score -2.400414e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125472 members 
Mstep: Class 2 contains 45042 members 
Entering Unmasked Estep 
Score: -24004296.000000 Penalty: 5975.100098
	Iteration 16Q: 3 clusters Score -2.40043e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126043 members 
Mstep: Class 2 contains 44471 members 
Entering Unmasked Estep 
Score: -24004592.000000 Penalty: 5975.100098
	Iteration 17Q: 3 clusters Score -2.400459e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126653 members 
Mstep: Class 2 contains 43861 members 
Entering Unmasked Estep 
Score: -24004904.000000 Penalty: 5975.100098
	Iteration 18Q: 3 clusters Score -2.40049e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127250 members 
Mstep: Class 2 contains 43264 members 
Entering Unmasked Estep 
Score: -24005102.000000 Penalty: 5975.100098
	Iteration 19Q: 3 clusters Score -2.40051e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127849 members 
Mstep: Class 2 contains 42665 members 
Entering Unmasked Estep 
Score: -24005390.000000 Penalty: 5975.100098
	Iteration 20F: 3 clusters Score -2.400539e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128467 members 
Mstep: Class 2 contains 42047 members 
Entering Unmasked Estep 
Score: -24005578.000000 Penalty: 5975.100098
	Iteration 21Q: 3 clusters Score -2.400558e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129113 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -24005788.000000 Penalty: 5975.100098
	Iteration 22Q: 3 clusters Score -2.400579e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129773 members 
Mstep: Class 2 contains 40741 members 
Entering Unmasked Estep 
Score: -24005992.000000 Penalty: 5975.100098
	Iteration 23Q: 3 clusters Score -2.400599e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130474 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -24006364.000000 Penalty: 5975.100098
	Iteration 24Q: 3 clusters Score -2.400636e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131205 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -24006640.000000 Penalty: 5975.100098
	Iteration 25Q: 3 clusters Score -2.400664e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132005 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -24006882.000000 Penalty: 5975.100098
	Iteration 26Q: 3 clusters Score -2.400688e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132877 members 
Mstep: Class 2 contains 37637 members 
Entering Unmasked Estep 
Score: -24007092.000000 Penalty: 5975.100098
	Iteration 27Q: 3 clusters Score -2.400709e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133741 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -24007198.000000 Penalty: 5975.100098
	Iteration 28Q: 3 clusters Score -2.40072e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134617 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -24007336.000000 Penalty: 5975.100098
	Iteration 29Q: 3 clusters Score -2.400734e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135520 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -24007688.000000 Penalty: 5975.100098
	Iteration 30Q: 3 clusters Score -2.400769e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136495 members 
Mstep: Class 2 contains 34019 members 
Entering Unmasked Estep 
Score: -24007920.000000 Penalty: 5975.100098
	Iteration 31Q: 3 clusters Score -2.400792e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137474 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -24008116.000000 Penalty: 5975.100098
	Iteration 32Q: 3 clusters Score -2.400812e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138489 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -24008388.000000 Penalty: 5975.100098
	Iteration 33Q: 3 clusters Score -2.400839e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139500 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -24008594.000000 Penalty: 5975.100098
	Iteration 34Q: 3 clusters Score -2.400859e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140496 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -24008884.000000 Penalty: 5975.100098
	Iteration 35Q: 3 clusters Score -2.400888e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141484 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -24009242.000000 Penalty: 5975.100098
	Iteration 36Q: 3 clusters Score -2.400924e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142465 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -24009410.000000 Penalty: 5975.100098
	Iteration 37Q: 3 clusters Score -2.400941e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143506 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -24009704.000000 Penalty: 5975.100098
	Iteration 38Q: 3 clusters Score -2.40097e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144588 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -24009930.000000 Penalty: 5975.100098
	Iteration 39Q: 3 clusters Score -2.400993e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145670 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -24010190.000000 Penalty: 5975.100098
	Iteration 40F: 3 clusters Score -2.401019e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146797 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -24010472.000000 Penalty: 5975.100098
	Iteration 41Q: 3 clusters Score -2.401047e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147891 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -24010738.000000 Penalty: 5975.100098
	Iteration 42Q: 3 clusters Score -2.401074e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149028 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -24011150.000000 Penalty: 5975.100098
	Iteration 43Q: 3 clusters Score -2.401115e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150182 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -24011302.000000 Penalty: 5975.100098
	Iteration 44Q: 3 clusters Score -2.40113e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151301 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -24011718.000000 Penalty: 5975.100098
	Iteration 45Q: 3 clusters Score -2.401172e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152374 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -24012508.000000 Penalty: 5975.100098
	Iteration 46Q: 3 clusters Score -2.401251e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153508 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -24013264.000000 Penalty: 5975.100098
	Iteration 47Q: 3 clusters Score -2.401326e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154644 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -24013976.000000 Penalty: 5975.100098
	Iteration 48Q: 3 clusters Score -2.401398e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155850 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -24014994.000000 Penalty: 5975.100098
	Iteration 49Q: 3 clusters Score -2.401499e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157048 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -24015976.000000 Penalty: 5975.100098
	Iteration 50Q: 3 clusters Score -2.401598e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158224 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -24016936.000000 Penalty: 5975.100098
	Iteration 51Q: 3 clusters Score -2.401694e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159345 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -24017750.000000 Penalty: 5975.100098
	Iteration 52Q: 3 clusters Score -2.401775e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160443 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -24018364.000000 Penalty: 5975.100098
	Iteration 53Q: 3 clusters Score -2.401836e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161483 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -24019002.000000 Penalty: 5975.100098
	Iteration 54Q: 3 clusters Score -2.4019e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162489 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -24019496.000000 Penalty: 5975.100098
	Iteration 55Q: 3 clusters Score -2.40195e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163450 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -24019870.000000 Penalty: 5975.100098
	Iteration 56Q: 3 clusters Score -2.401987e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164318 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -24020426.000000 Penalty: 5975.100098
	Iteration 57Q: 3 clusters Score -2.402043e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165068 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -24020738.000000 Penalty: 5975.100098
	Iteration 58Q: 3 clusters Score -2.402074e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165679 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -24020956.000000 Penalty: 5975.100098
	Iteration 59Q: 3 clusters Score -2.402096e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166198 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -24021038.000000 Penalty: 5975.100098
	Iteration 60F: 3 clusters Score -2.402104e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166630 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -24021266.000000 Penalty: 5975.100098
	Iteration 61Q: 3 clusters Score -2.402127e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167000 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -24021292.000000 Penalty: 5975.100098
	Iteration 62Q: 3 clusters Score -2.402129e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167317 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -24021344.000000 Penalty: 5975.100098
	Iteration 63Q: 3 clusters Score -2.402134e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167554 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -24021386.000000 Penalty: 5975.100098
	Iteration 64Q: 3 clusters Score -2.402139e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167786 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -24021462.000000 Penalty: 5975.100098
	Iteration 65Q: 3 clusters Score -2.402146e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167989 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -24021514.000000 Penalty: 5975.100098
	Iteration 66Q: 3 clusters Score -2.402151e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168161 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -24021494.000000 Penalty: 5975.100098
	Iteration 67Q: 3 clusters Score -2.402149e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168300 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -24021506.000000 Penalty: 5975.100098
	Iteration 68Q: 3 clusters Score -2.402151e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168406 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -24021562.000000 Penalty: 5975.100098
	Iteration 69Q: 3 clusters Score -2.402156e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168521 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -24021592.000000 Penalty: 5975.100098
	Iteration 70Q: 3 clusters Score -2.402159e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168623 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -24021678.000000 Penalty: 5975.100098
	Iteration 71Q: 3 clusters Score -2.402168e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168728 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -24021668.000000 Penalty: 5975.100098
	Iteration 72Q: 3 clusters Score -2.402167e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168815 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -24021658.000000 Penalty: 5975.100098
	Iteration 73Q: 3 clusters Score -2.402166e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168897 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -24021668.000000 Penalty: 5975.100098
	Iteration 74Q: 3 clusters Score -2.402167e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168964 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -24021658.000000 Penalty: 5975.100098
	Iteration 75Q: 3 clusters Score -2.402166e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169018 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -24021648.000000 Penalty: 5975.100098
	Iteration 76Q: 3 clusters Score -2.402165e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169070 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -24021640.000000 Penalty: 5975.100098
	Iteration 77Q: 3 clusters Score -2.402164e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169112 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -24021628.000000 Penalty: 5975.100098
	Iteration 78Q: 3 clusters Score -2.402163e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169148 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -24021636.000000 Penalty: 5975.100098
	Iteration 79Q: 3 clusters Score -2.402164e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169179 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -24021622.000000 Penalty: 5975.100098
	Iteration 80F: 3 clusters Score -2.402162e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169203 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -24021648.000000 Penalty: 5975.100098
	Iteration 81Q: 3 clusters Score -2.402165e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169221 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -24021636.000000 Penalty: 5975.100098
	Iteration 82Q: 3 clusters Score -2.402164e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169233 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -24021620.000000 Penalty: 5975.100098
	Iteration 83Q: 3 clusters Score -2.402162e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169243 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -24021628.000000 Penalty: 5975.100098
	Iteration 84Q: 3 clusters Score -2.402163e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169254 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -24021608.000000 Penalty: 5975.100098
	Iteration 85Q: 3 clusters Score -2.402161e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169270 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -24021620.000000 Penalty: 5975.100098
	Iteration 86Q: 3 clusters Score -2.402162e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169285 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -24021628.000000 Penalty: 5975.100098
	Iteration 87Q: 3 clusters Score -2.402163e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169302 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -24021638.000000 Penalty: 5975.100098
	Iteration 88Q: 3 clusters Score -2.402164e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169315 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -24021630.000000 Penalty: 5975.100098
	Iteration 89Q: 3 clusters Score -2.402163e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169327 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -24021628.000000 Penalty: 5975.100098
	Iteration 90Q: 3 clusters Score -2.402163e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169337 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -24021616.000000 Penalty: 5975.100098
	Iteration 91Q: 3 clusters Score -2.402162e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169348 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -24021606.000000 Penalty: 5975.100098
	Iteration 92Q: 3 clusters Score -2.402161e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169356 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -24021598.000000 Penalty: 5975.100098
	Iteration 93Q: 3 clusters Score -2.40216e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169369 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -24021600.000000 Penalty: 5975.100098
	Iteration 94Q: 3 clusters Score -2.40216e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169381 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -24021596.000000 Penalty: 5975.100098
	Iteration 95Q: 3 clusters Score -2.40216e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169387 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -24021594.000000 Penalty: 5975.100098
	Iteration 96Q: 3 clusters Score -2.402159e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169397 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -24021586.000000 Penalty: 5975.100098
	Iteration 97Q: 3 clusters Score -2.402159e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169405 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -24021600.000000 Penalty: 5975.100098
	Iteration 98Q: 3 clusters Score -2.40216e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169408 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -24021598.000000 Penalty: 5975.100098
	Iteration 99Q: 3 clusters Score -2.40216e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169413 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -24021598.000000 Penalty: 5975.100098
	Iteration 100F: 3 clusters Score -2.40216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169414 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -24021602.000000 Penalty: 5975.100098
	Iteration 101Q: 3 clusters Score -2.40216e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169414 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -24021602.000000 Penalty: 5975.100098
	Iteration 102F: 3 clusters Score -2.40216e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -62858.054688 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -62858.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -61335.960938 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -61335.96 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -61650.804688 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -61650.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -61828.546875 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -61828.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -61950.292969 Penalty: 3115.076416
	Iteration 3Q: 3 clusters Score -61950.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -62088.636719 Penalty: 3115.076416
	Iteration 4Q: 3 clusters Score -62088.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -62213.660156 Penalty: 3115.076416
	Iteration 5Q: 3 clusters Score -62213.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -62460.878906 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -62460.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -62656.082031 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -62656.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -62746.046875 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -62746.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -62813.019531 Penalty: 3115.076416
	Iteration 9Q: 3 clusters Score -62813.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -62860.265625 Penalty: 3115.076416
	Iteration 10Q: 3 clusters Score -62860.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -62916.316406 Penalty: 3115.076416
	Iteration 11Q: 3 clusters Score -62916.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -63003.460938 Penalty: 3115.076416
	Iteration 12Q: 3 clusters Score -63003.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -63121.437500 Penalty: 3115.076416
	Iteration 13Q: 3 clusters Score -63121.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -63267.050781 Penalty: 3115.076416
	Iteration 14Q: 3 clusters Score -63267.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -63416.820312 Penalty: 3115.076416
	Iteration 15Q: 3 clusters Score -63416.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -63426.425781 Penalty: 3115.076416
	Iteration 16Q: 3 clusters Score -63426.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -63426.425781 Penalty: 3115.076416
	Iteration 17F: 3 clusters Score -63426.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151540 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 55661 members 
Mstep: Class 9 contains 82994 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16705 members 
Mstep: Class 12 contains 27272 members 
Mstep: Class 13 contains 15742 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17442 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66148 members 
Mstep: Class 19 contains 7361 members 
Mstep: Class 20 contains 120505 members 
Mstep: Class 21 contains 18984 members 
Mstep: Class 22 contains 165042 members 
Mstep: Class 23 contains 170514 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 496 members 
Mstep: Class 26 contains 210 members 
Entering Unmasked Estep 
Score: -132694112.000000 Penalty: 88826.445312
Splitting cluster 24 changes total score from -132695504.000000 to -132694112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -56803.230469 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -56803.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -55329.613281 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -55329.61 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -55577.019531 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -55577.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -55647.472656 Penalty: 3078.461670
	Iteration 2Q: 3 clusters Score -55647.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -55692.925781 Penalty: 3078.461670
	Iteration 3Q: 3 clusters Score -55692.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -55726.664062 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -55726.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -55736.382812 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -55736.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -55742.218750 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -55742.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -55745.957031 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -55745.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -55745.957031 Penalty: 3078.461670
	Iteration 8F: 3 clusters Score -55745.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151540 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 55661 members 
Mstep: Class 9 contains 82994 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16705 members 
Mstep: Class 12 contains 27272 members 
Mstep: Class 13 contains 15742 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17442 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66148 members 
Mstep: Class 19 contains 7361 members 
Mstep: Class 20 contains 120505 members 
Mstep: Class 21 contains 18984 members 
Mstep: Class 22 contains 165042 members 
Mstep: Class 23 contains 170514 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695488.000000 Penalty: 85410.039062
Iteration 359Q: 26 clusters Score -1.326955e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33776 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151546 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 55693 members 
Mstep: Class 9 contains 82979 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16703 members 
Mstep: Class 12 contains 27275 members 
Mstep: Class 13 contains 15744 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17441 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66146 members 
Mstep: Class 19 contains 7360 members 
Mstep: Class 20 contains 120498 members 
Mstep: Class 21 contains 18986 members 
Mstep: Class 22 contains 165043 members 
Mstep: Class 23 contains 170497 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695568.000000 Penalty: 85410.039062
Iteration 360F: 26 clusters Score -1.326956e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33774 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151544 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 55733 members 
Mstep: Class 9 contains 82957 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16708 members 
Mstep: Class 12 contains 27276 members 
Mstep: Class 13 contains 15747 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17442 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66148 members 
Mstep: Class 19 contains 7359 members 
Mstep: Class 20 contains 120484 members 
Mstep: Class 21 contains 18985 members 
Mstep: Class 22 contains 165046 members 
Mstep: Class 23 contains 170484 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695688.000000 Penalty: 85410.039062
Iteration 361Q: 26 clusters Score -1.326957e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151524 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 55781 members 
Mstep: Class 9 contains 82934 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16709 members 
Mstep: Class 12 contains 27278 members 
Mstep: Class 13 contains 15748 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17443 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66149 members 
Mstep: Class 19 contains 7358 members 
Mstep: Class 20 contains 120476 members 
Mstep: Class 21 contains 18986 members 
Mstep: Class 22 contains 165063 members 
Mstep: Class 23 contains 170461 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695544.000000 Penalty: 85410.039062
Iteration 362Q: 26 clusters Score -1.326955e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151511 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 55812 members 
Mstep: Class 9 contains 82909 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16706 members 
Mstep: Class 12 contains 27277 members 
Mstep: Class 13 contains 15749 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17444 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66153 members 
Mstep: Class 19 contains 7357 members 
Mstep: Class 20 contains 120472 members 
Mstep: Class 21 contains 18989 members 
Mstep: Class 22 contains 165078 members 
Mstep: Class 23 contains 170448 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695544.000000 Penalty: 85410.039062
Iteration 363Q: 26 clusters Score -1.326955e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151507 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 55847 members 
Mstep: Class 9 contains 82891 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16709 members 
Mstep: Class 12 contains 27275 members 
Mstep: Class 13 contains 15748 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17444 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66154 members 
Mstep: Class 19 contains 7356 members 
Mstep: Class 20 contains 120469 members 
Mstep: Class 21 contains 18989 members 
Mstep: Class 22 contains 165089 members 
Mstep: Class 23 contains 170424 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695576.000000 Penalty: 85410.039062
Iteration 364Q: 26 clusters Score -1.326956e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151503 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 55880 members 
Mstep: Class 9 contains 82873 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16710 members 
Mstep: Class 12 contains 27272 members 
Mstep: Class 13 contains 15749 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17441 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66154 members 
Mstep: Class 19 contains 7353 members 
Mstep: Class 20 contains 120463 members 
Mstep: Class 21 contains 18991 members 
Mstep: Class 22 contains 165104 members 
Mstep: Class 23 contains 170404 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695696.000000 Penalty: 85410.039062
Iteration 365Q: 26 clusters Score -1.326957e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151500 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 55926 members 
Mstep: Class 9 contains 82861 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16709 members 
Mstep: Class 12 contains 27274 members 
Mstep: Class 13 contains 15747 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17440 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66152 members 
Mstep: Class 19 contains 7350 members 
Mstep: Class 20 contains 120452 members 
Mstep: Class 21 contains 18989 members 
Mstep: Class 22 contains 165112 members 
Mstep: Class 23 contains 170383 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695712.000000 Penalty: 85410.039062
Iteration 366Q: 26 clusters Score -1.326957e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151479 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 55974 members 
Mstep: Class 9 contains 82856 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16707 members 
Mstep: Class 12 contains 27275 members 
Mstep: Class 13 contains 15744 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17440 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66152 members 
Mstep: Class 19 contains 7352 members 
Mstep: Class 20 contains 120438 members 
Mstep: Class 21 contains 18991 members 
Mstep: Class 22 contains 165113 members 
Mstep: Class 23 contains 170368 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695752.000000 Penalty: 85410.039062
Iteration 367Q: 26 clusters Score -1.326958e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151451 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56022 members 
Mstep: Class 9 contains 82848 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16709 members 
Mstep: Class 12 contains 27274 members 
Mstep: Class 13 contains 15741 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17441 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66154 members 
Mstep: Class 19 contains 7350 members 
Mstep: Class 20 contains 120428 members 
Mstep: Class 21 contains 18991 members 
Mstep: Class 22 contains 165135 members 
Mstep: Class 23 contains 170343 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695752.000000 Penalty: 85410.039062
Iteration 368Q: 26 clusters Score -1.326958e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151446 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56069 members 
Mstep: Class 9 contains 82827 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16712 members 
Mstep: Class 12 contains 27272 members 
Mstep: Class 13 contains 15743 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17441 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66152 members 
Mstep: Class 19 contains 7351 members 
Mstep: Class 20 contains 120421 members 
Mstep: Class 21 contains 18992 members 
Mstep: Class 22 contains 165138 members 
Mstep: Class 23 contains 170323 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695760.000000 Penalty: 85410.039062
Iteration 369Q: 26 clusters Score -1.326958e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151445 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56111 members 
Mstep: Class 9 contains 82809 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16715 members 
Mstep: Class 12 contains 27272 members 
Mstep: Class 13 contains 15745 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17443 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66157 members 
Mstep: Class 19 contains 7352 members 
Mstep: Class 20 contains 120413 members 
Mstep: Class 21 contains 18992 members 
Mstep: Class 22 contains 165124 members 
Mstep: Class 23 contains 170307 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695832.000000 Penalty: 85410.039062
Iteration 370Q: 26 clusters Score -1.326958e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151437 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56138 members 
Mstep: Class 9 contains 82804 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16719 members 
Mstep: Class 12 contains 27270 members 
Mstep: Class 13 contains 15746 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17444 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66160 members 
Mstep: Class 19 contains 7353 members 
Mstep: Class 20 contains 120405 members 
Mstep: Class 21 contains 18994 members 
Mstep: Class 22 contains 165123 members 
Mstep: Class 23 contains 170292 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695760.000000 Penalty: 85410.039062
Iteration 371Q: 26 clusters Score -1.326958e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151440 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56164 members 
Mstep: Class 9 contains 82786 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16722 members 
Mstep: Class 12 contains 27268 members 
Mstep: Class 13 contains 15751 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17445 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66164 members 
Mstep: Class 19 contains 7353 members 
Mstep: Class 20 contains 120401 members 
Mstep: Class 21 contains 18994 members 
Mstep: Class 22 contains 165118 members 
Mstep: Class 23 contains 170281 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695760.000000 Penalty: 85410.039062
Iteration 372Q: 26 clusters Score -1.326958e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151449 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56185 members 
Mstep: Class 9 contains 82768 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16721 members 
Mstep: Class 12 contains 27267 members 
Mstep: Class 13 contains 15752 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17445 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66169 members 
Mstep: Class 19 contains 7352 members 
Mstep: Class 20 contains 120400 members 
Mstep: Class 21 contains 18993 members 
Mstep: Class 22 contains 165115 members 
Mstep: Class 23 contains 170269 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695736.000000 Penalty: 85410.039062
Iteration 373Q: 26 clusters Score -1.326957e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151456 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56208 members 
Mstep: Class 9 contains 82756 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16722 members 
Mstep: Class 12 contains 27267 members 
Mstep: Class 13 contains 15757 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17446 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66173 members 
Mstep: Class 19 contains 7352 members 
Mstep: Class 20 contains 120395 members 
Mstep: Class 21 contains 18992 members 
Mstep: Class 22 contains 165099 members 
Mstep: Class 23 contains 170259 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695792.000000 Penalty: 85410.039062
Iteration 374Q: 26 clusters Score -1.326958e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151462 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56229 members 
Mstep: Class 9 contains 82747 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 27268 members 
Mstep: Class 13 contains 15760 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17447 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66177 members 
Mstep: Class 19 contains 7352 members 
Mstep: Class 20 contains 120385 members 
Mstep: Class 21 contains 18989 members 
Mstep: Class 22 contains 165097 members 
Mstep: Class 23 contains 170243 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695792.000000 Penalty: 85410.039062
Iteration 375Q: 26 clusters Score -1.326958e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33814 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151458 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56249 members 
Mstep: Class 9 contains 82739 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16724 members 
Mstep: Class 12 contains 27270 members 
Mstep: Class 13 contains 15761 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17446 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66176 members 
Mstep: Class 19 contains 7353 members 
Mstep: Class 20 contains 120379 members 
Mstep: Class 21 contains 18986 members 
Mstep: Class 22 contains 165101 members 
Mstep: Class 23 contains 170230 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695768.000000 Penalty: 85410.039062
Iteration 376Q: 26 clusters Score -1.326958e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151444 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56269 members 
Mstep: Class 9 contains 82730 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16726 members 
Mstep: Class 12 contains 27271 members 
Mstep: Class 13 contains 15759 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17446 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66178 members 
Mstep: Class 19 contains 7353 members 
Mstep: Class 20 contains 120371 members 
Mstep: Class 21 contains 18987 members 
Mstep: Class 22 contains 165119 members 
Mstep: Class 23 contains 170216 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695648.000000 Penalty: 85410.039062
Iteration 377Q: 26 clusters Score -1.326956e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151461 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56283 members 
Mstep: Class 9 contains 82726 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16729 members 
Mstep: Class 12 contains 27272 members 
Mstep: Class 13 contains 15758 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17443 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66179 members 
Mstep: Class 19 contains 7353 members 
Mstep: Class 20 contains 120360 members 
Mstep: Class 21 contains 18990 members 
Mstep: Class 22 contains 165111 members 
Mstep: Class 23 contains 170205 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695656.000000 Penalty: 85410.039062
Iteration 378Q: 26 clusters Score -1.326957e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151465 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56299 members 
Mstep: Class 9 contains 82722 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16730 members 
Mstep: Class 12 contains 27274 members 
Mstep: Class 13 contains 15757 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17443 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66181 members 
Mstep: Class 19 contains 7353 members 
Mstep: Class 20 contains 120349 members 
Mstep: Class 21 contains 18992 members 
Mstep: Class 22 contains 165105 members 
Mstep: Class 23 contains 170200 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695616.000000 Penalty: 85410.039062
Iteration 379Q: 26 clusters Score -1.326956e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151471 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56328 members 
Mstep: Class 9 contains 82712 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16731 members 
Mstep: Class 12 contains 27277 members 
Mstep: Class 13 contains 15756 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17442 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66181 members 
Mstep: Class 19 contains 7354 members 
Mstep: Class 20 contains 120334 members 
Mstep: Class 21 contains 18993 members 
Mstep: Class 22 contains 165107 members 
Mstep: Class 23 contains 170188 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695648.000000 Penalty: 85410.039062
Iteration 380F: 26 clusters Score -1.326956e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 828 members 
Mstep: Class 4 contains 151463 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56358 members 
Mstep: Class 9 contains 82695 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16730 members 
Mstep: Class 12 contains 27274 members 
Mstep: Class 13 contains 15755 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17441 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66183 members 
Mstep: Class 19 contains 7357 members 
Mstep: Class 20 contains 120314 members 
Mstep: Class 21 contains 18990 members 
Mstep: Class 22 contains 165126 members 
Mstep: Class 23 contains 170182 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695704.000000 Penalty: 85410.039062
Iteration 381Q: 26 clusters Score -1.326957e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33821 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 828 members 
Mstep: Class 4 contains 151471 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56386 members 
Mstep: Class 9 contains 82690 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16730 members 
Mstep: Class 12 contains 27271 members 
Mstep: Class 13 contains 15755 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17442 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66184 members 
Mstep: Class 19 contains 7358 members 
Mstep: Class 20 contains 120294 members 
Mstep: Class 21 contains 18988 members 
Mstep: Class 22 contains 165120 members 
Mstep: Class 23 contains 170175 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695688.000000 Penalty: 85410.039062
Iteration 382Q: 26 clusters Score -1.326957e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 828 members 
Mstep: Class 4 contains 151476 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56409 members 
Mstep: Class 9 contains 82683 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16728 members 
Mstep: Class 12 contains 27269 members 
Mstep: Class 13 contains 15755 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17443 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66186 members 
Mstep: Class 19 contains 7358 members 
Mstep: Class 20 contains 120288 members 
Mstep: Class 21 contains 18987 members 
Mstep: Class 22 contains 165121 members 
Mstep: Class 23 contains 170164 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695632.000000 Penalty: 85410.039062
Iteration 383Q: 26 clusters Score -1.326956e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33821 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 828 members 
Mstep: Class 4 contains 151482 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56428 members 
Mstep: Class 9 contains 82681 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16724 members 
Mstep: Class 12 contains 27268 members 
Mstep: Class 13 contains 15756 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17443 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66187 members 
Mstep: Class 19 contains 7357 members 
Mstep: Class 20 contains 120283 members 
Mstep: Class 21 contains 18989 members 
Mstep: Class 22 contains 165119 members 
Mstep: Class 23 contains 170147 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695664.000000 Penalty: 85410.039062
Iteration 384Q: 26 clusters Score -1.326957e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33821 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 828 members 
Mstep: Class 4 contains 151480 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56455 members 
Mstep: Class 9 contains 82685 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16721 members 
Mstep: Class 12 contains 27268 members 
Mstep: Class 13 contains 15755 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17442 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66186 members 
Mstep: Class 19 contains 7355 members 
Mstep: Class 20 contains 120281 members 
Mstep: Class 21 contains 18988 members 
Mstep: Class 22 contains 165117 members 
Mstep: Class 23 contains 170131 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695680.000000 Penalty: 85410.039062
Iteration 385Q: 26 clusters Score -1.326957e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 828 members 
Mstep: Class 4 contains 151472 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56478 members 
Mstep: Class 9 contains 82684 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16722 members 
Mstep: Class 12 contains 27267 members 
Mstep: Class 13 contains 15755 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17441 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66191 members 
Mstep: Class 19 contains 7354 members 
Mstep: Class 20 contains 120274 members 
Mstep: Class 21 contains 18988 members 
Mstep: Class 22 contains 165115 members 
Mstep: Class 23 contains 170122 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695608.000000 Penalty: 85410.039062
Iteration 386Q: 26 clusters Score -1.326956e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 828 members 
Mstep: Class 4 contains 151463 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56494 members 
Mstep: Class 9 contains 82684 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16719 members 
Mstep: Class 12 contains 27269 members 
Mstep: Class 13 contains 15753 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17441 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66196 members 
Mstep: Class 19 contains 7357 members 
Mstep: Class 20 contains 120263 members 
Mstep: Class 21 contains 18992 members 
Mstep: Class 22 contains 165113 members 
Mstep: Class 23 contains 170117 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695656.000000 Penalty: 85410.039062
Iteration 387Q: 26 clusters Score -1.326957e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 828 members 
Mstep: Class 4 contains 151451 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56512 members 
Mstep: Class 9 contains 82683 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16715 members 
Mstep: Class 12 contains 27269 members 
Mstep: Class 13 contains 15749 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17441 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66199 members 
Mstep: Class 19 contains 7357 members 
Mstep: Class 20 contains 120256 members 
Mstep: Class 21 contains 18991 members 
Mstep: Class 22 contains 165123 members 
Mstep: Class 23 contains 170114 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695592.000000 Penalty: 85410.039062
Iteration 388Q: 26 clusters Score -1.326956e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151454 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56531 members 
Mstep: Class 9 contains 82680 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16715 members 
Mstep: Class 12 contains 27267 members 
Mstep: Class 13 contains 15748 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17441 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66199 members 
Mstep: Class 19 contains 7355 members 
Mstep: Class 20 contains 120242 members 
Mstep: Class 21 contains 18991 members 
Mstep: Class 22 contains 165132 members 
Mstep: Class 23 contains 170103 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695552.000000 Penalty: 85410.039062
Iteration 389Q: 26 clusters Score -1.326956e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151462 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56545 members 
Mstep: Class 9 contains 82680 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16718 members 
Mstep: Class 12 contains 27264 members 
Mstep: Class 13 contains 15749 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17443 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66201 members 
Mstep: Class 19 contains 7353 members 
Mstep: Class 20 contains 120233 members 
Mstep: Class 21 contains 18991 members 
Mstep: Class 22 contains 165122 members 
Mstep: Class 23 contains 170091 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695480.000000 Penalty: 85410.039062
Iteration 390Q: 26 clusters Score -1.326955e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151466 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56554 members 
Mstep: Class 9 contains 82682 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16717 members 
Mstep: Class 12 contains 27261 members 
Mstep: Class 13 contains 15750 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17442 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66201 members 
Mstep: Class 19 contains 7352 members 
Mstep: Class 20 contains 120228 members 
Mstep: Class 21 contains 18993 members 
Mstep: Class 22 contains 165112 members 
Mstep: Class 23 contains 170089 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695648.000000 Penalty: 85410.039062
Iteration 391Q: 26 clusters Score -1.326956e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151477 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56564 members 
Mstep: Class 9 contains 82676 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16717 members 
Mstep: Class 12 contains 27261 members 
Mstep: Class 13 contains 15749 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17442 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66201 members 
Mstep: Class 19 contains 7351 members 
Mstep: Class 20 contains 120225 members 
Mstep: Class 21 contains 18993 members 
Mstep: Class 22 contains 165105 members 
Mstep: Class 23 contains 170082 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695560.000000 Penalty: 85410.039062
Iteration 392Q: 26 clusters Score -1.326956e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151485 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56577 members 
Mstep: Class 9 contains 82676 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16714 members 
Mstep: Class 12 contains 27262 members 
Mstep: Class 13 contains 15746 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17441 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66202 members 
Mstep: Class 19 contains 7350 members 
Mstep: Class 20 contains 120221 members 
Mstep: Class 21 contains 18994 members 
Mstep: Class 22 contains 165098 members 
Mstep: Class 23 contains 170073 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695656.000000 Penalty: 85410.039062
Iteration 393Q: 26 clusters Score -1.326957e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151482 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56591 members 
Mstep: Class 9 contains 82670 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16714 members 
Mstep: Class 12 contains 27262 members 
Mstep: Class 13 contains 15746 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17441 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66205 members 
Mstep: Class 19 contains 7349 members 
Mstep: Class 20 contains 120218 members 
Mstep: Class 21 contains 18997 members 
Mstep: Class 22 contains 165097 members 
Mstep: Class 23 contains 170064 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695648.000000 Penalty: 85410.039062
Iteration 394Q: 26 clusters Score -1.326956e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151485 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56594 members 
Mstep: Class 9 contains 82668 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16716 members 
Mstep: Class 12 contains 27263 members 
Mstep: Class 13 contains 15745 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17440 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66203 members 
Mstep: Class 19 contains 7348 members 
Mstep: Class 20 contains 120221 members 
Mstep: Class 21 contains 19001 members 
Mstep: Class 22 contains 165099 members 
Mstep: Class 23 contains 170053 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695576.000000 Penalty: 85410.039062
Iteration 395Q: 26 clusters Score -1.326956e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151491 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56612 members 
Mstep: Class 9 contains 82662 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16716 members 
Mstep: Class 12 contains 27263 members 
Mstep: Class 13 contains 15744 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17440 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66204 members 
Mstep: Class 19 contains 7348 members 
Mstep: Class 20 contains 120218 members 
Mstep: Class 21 contains 18998 members 
Mstep: Class 22 contains 165097 members 
Mstep: Class 23 contains 170039 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695544.000000 Penalty: 85410.039062
Iteration 396Q: 26 clusters Score -1.326955e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151490 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56619 members 
Mstep: Class 9 contains 82662 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16719 members 
Mstep: Class 12 contains 27264 members 
Mstep: Class 13 contains 15743 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17440 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66206 members 
Mstep: Class 19 contains 7349 members 
Mstep: Class 20 contains 120214 members 
Mstep: Class 21 contains 19004 members 
Mstep: Class 22 contains 165094 members 
Mstep: Class 23 contains 170028 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695504.000000 Penalty: 85410.039062
Iteration 397Q: 26 clusters Score -1.326955e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151494 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56626 members 
Mstep: Class 9 contains 82659 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16717 members 
Mstep: Class 12 contains 27263 members 
Mstep: Class 13 contains 15744 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17440 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66206 members 
Mstep: Class 19 contains 7349 members 
Mstep: Class 20 contains 120210 members 
Mstep: Class 21 contains 19005 members 
Mstep: Class 22 contains 165096 members 
Mstep: Class 23 contains 170023 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695496.000000 Penalty: 85410.039062
Iteration 398Q: 26 clusters Score -1.326955e+08 nChanged 60
Entering ConstructFrom: 
Score: -132695496.000000 Penalty: 85410.039062
Entering ConstructFrom: 
Trying to split cluster 1 (33856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33856 members 
Entering Unmasked Estep 
Score: -4796424.000000 Penalty: 2586.608154
	Iteration 0F: 2 clusters Score -4796424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -4773429.000000 Penalty: 5173.216309
	Iteration 0F: 3 clusters Score -4773429 nChanged 15310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -4781844.500000 Penalty: 5173.216309
	Iteration 1F: 3 clusters Score -4781844 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -4782502.500000 Penalty: 5173.216309
	Iteration 2Q: 3 clusters Score -4782502 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -4783238.500000 Penalty: 5173.216309
	Iteration 3F: 3 clusters Score -4783238 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -4784258.500000 Penalty: 5173.216309
	Iteration 4F: 3 clusters Score -4784258 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -4785751.500000 Penalty: 5173.216309
	Iteration 5F: 3 clusters Score -4785752 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -4787849.500000 Penalty: 5173.216309
	Iteration 6F: 3 clusters Score -4787850 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -4790181.500000 Penalty: 5173.216309
	Iteration 7F: 3 clusters Score -4790182 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -4792224.500000 Penalty: 5173.216309
	Iteration 8F: 3 clusters Score -4792224 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -4793603.500000 Penalty: 5173.216309
	Iteration 9Q: 3 clusters Score -4793604 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -4794474.500000 Penalty: 5173.216309
	Iteration 10Q: 3 clusters Score -4794474 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -4794972.000000 Penalty: 5173.216309
	Iteration 11Q: 3 clusters Score -4794972 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32229 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -4795181.500000 Penalty: 5173.216309
	Iteration 12Q: 3 clusters Score -4795182 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4795267.500000 Penalty: 5173.216309
	Iteration 13Q: 3 clusters Score -4795268 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -4795340.500000 Penalty: 5173.216309
	Iteration 14Q: 3 clusters Score -4795340 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4795377.500000 Penalty: 5173.216309
	Iteration 15Q: 3 clusters Score -4795378 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4795412.000000 Penalty: 5173.216309
	Iteration 16Q: 3 clusters Score -4795412 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4795433.000000 Penalty: 5173.216309
	Iteration 17Q: 3 clusters Score -4795433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4795447.000000 Penalty: 5173.216309
	Iteration 18Q: 3 clusters Score -4795447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4795454.500000 Penalty: 5173.216309
	Iteration 19Q: 3 clusters Score -4795454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -4795457.500000 Penalty: 5173.216309
	Iteration 20F: 3 clusters Score -4795458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32759 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4795465.000000 Penalty: 5173.216309
	Iteration 21Q: 3 clusters Score -4795465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32769 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4795471.000000 Penalty: 5173.216309
	Iteration 22Q: 3 clusters Score -4795471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4795489.000000 Penalty: 5173.216309
	Iteration 23Q: 3 clusters Score -4795489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32797 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4795492.000000 Penalty: 5173.216309
	Iteration 24Q: 3 clusters Score -4795492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -4795499.500000 Penalty: 5173.216309
	Iteration 25Q: 3 clusters Score -4795500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -4795504.000000 Penalty: 5173.216309
	Iteration 26Q: 3 clusters Score -4795504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4795509.500000 Penalty: 5173.216309
	Iteration 27Q: 3 clusters Score -4795510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4795514.500000 Penalty: 5173.216309
	Iteration 28Q: 3 clusters Score -4795514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4795517.000000 Penalty: 5173.216309
	Iteration 29Q: 3 clusters Score -4795517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32840 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -4795519.000000 Penalty: 5173.216309
	Iteration 30Q: 3 clusters Score -4795519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4795520.000000 Penalty: 5173.216309
	Iteration 31Q: 3 clusters Score -4795520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4795522.500000 Penalty: 5173.216309
	Iteration 32Q: 3 clusters Score -4795522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4795522.000000 Penalty: 5173.216309
	Iteration 33Q: 3 clusters Score -4795522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -4795522.000000 Penalty: 5173.216309
	Iteration 34Q: 3 clusters Score -4795522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4795523.500000 Penalty: 5173.216309
	Iteration 35Q: 3 clusters Score -4795524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4795523.500000 Penalty: 5173.216309
	Iteration 36F: 3 clusters Score -4795524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Entering Unmasked Estep 
Score: -186511.656250 Penalty: 1791.919434
	Iteration 0F: 2 clusters Score -186511.7 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 696 members 
Entering Unmasked Estep 
Score: -184351.843750 Penalty: 3583.838867
	Iteration 0F: 3 clusters Score -184351.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -184716.578125 Penalty: 3583.838867
	Iteration 1F: 3 clusters Score -184716.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -184852.562500 Penalty: 3583.838867
	Iteration 2F: 3 clusters Score -184852.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -184934.593750 Penalty: 3583.838867
	Iteration 3F: 3 clusters Score -184934.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -185008.015625 Penalty: 3583.838867
	Iteration 4Q: 3 clusters Score -185008 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -185093.750000 Penalty: 3583.838867
	Iteration 5Q: 3 clusters Score -185093.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -185173.500000 Penalty: 3583.838867
	Iteration 6Q: 3 clusters Score -185173.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -185227.593750 Penalty: 3583.838867
	Iteration 7Q: 3 clusters Score -185227.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -185306.265625 Penalty: 3583.838867
	Iteration 8Q: 3 clusters Score -185306.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -185344.328125 Penalty: 3583.838867
	Iteration 9Q: 3 clusters Score -185344.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -185375.625000 Penalty: 3583.838867
	Iteration 10Q: 3 clusters Score -185375.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -185393.265625 Penalty: 3583.838867
	Iteration 11Q: 3 clusters Score -185393.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -185405.046875 Penalty: 3583.838867
	Iteration 12Q: 3 clusters Score -185405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -185413.031250 Penalty: 3583.838867
	Iteration 13Q: 3 clusters Score -185413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -185417.703125 Penalty: 3583.838867
	Iteration 14Q: 3 clusters Score -185417.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -185420.593750 Penalty: 3583.838867
	Iteration 15Q: 3 clusters Score -185420.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -185426.203125 Penalty: 3583.838867
	Iteration 16Q: 3 clusters Score -185426.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -185432.046875 Penalty: 3583.838867
	Iteration 17Q: 3 clusters Score -185432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -185440.875000 Penalty: 3583.838867
	Iteration 18Q: 3 clusters Score -185440.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -185460.203125 Penalty: 3583.838867
	Iteration 19Q: 3 clusters Score -185460.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -185484.062500 Penalty: 3583.838867
	Iteration 20F: 3 clusters Score -185484.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -185514.062500 Penalty: 3583.838867
	Iteration 21Q: 3 clusters Score -185514.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -185547.859375 Penalty: 3583.838867
	Iteration 22Q: 3 clusters Score -185547.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -185586.765625 Penalty: 3583.838867
	Iteration 23Q: 3 clusters Score -185586.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -185689.609375 Penalty: 3583.838867
	Iteration 24Q: 3 clusters Score -185689.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -185950.500000 Penalty: 3583.838867
	Iteration 25Q: 3 clusters Score -185950.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -186681.250000 Penalty: 3583.838867
	Iteration 26Q: 3 clusters Score -186681.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -187105.062500 Penalty: 3583.838867
	Iteration 27Q: 3 clusters Score -187105.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -187268.437500 Penalty: 3583.838867
	Iteration 28Q: 3 clusters Score -187268.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -187533.718750 Penalty: 3583.838867
	Iteration 29Q: 3 clusters Score -187533.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -187632.687500 Penalty: 3583.838867
	Iteration 30Q: 3 clusters Score -187632.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -187632.687500 Penalty: 3583.838867
	Iteration 31F: 3 clusters Score -187632.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 784 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151496 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56631 members 
Mstep: Class 9 contains 82653 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16716 members 
Mstep: Class 12 contains 27265 members 
Mstep: Class 13 contains 15744 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17440 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66209 members 
Mstep: Class 19 contains 7349 members 
Mstep: Class 20 contains 120205 members 
Mstep: Class 21 contains 19008 members 
Mstep: Class 22 contains 165093 members 
Mstep: Class 23 contains 170021 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Mstep: Class 26 contains 590 members 
Entering Unmasked Estep 
Score: -132694928.000000 Penalty: 88826.445312
Splitting cluster 2 changes total score from -132695496.000000 to -132694928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Entering Unmasked Estep 
Score: -104828.234375 Penalty: 1666.015625
	Iteration 0F: 2 clusters Score -104828.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -103051.070312 Penalty: 3332.031250
	Iteration 0F: 3 clusters Score -103051.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -103333.523438 Penalty: 3332.031250
	Iteration 1F: 3 clusters Score -103333.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -103484.156250 Penalty: 3332.031250
	Iteration 2F: 3 clusters Score -103484.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -103590.500000 Penalty: 3332.031250
	Iteration 3F: 3 clusters Score -103590.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -103694.445312 Penalty: 3332.031250
	Iteration 4Q: 3 clusters Score -103694.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -103818.851562 Penalty: 3332.031250
	Iteration 5F: 3 clusters Score -103818.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -103952.632812 Penalty: 3332.031250
	Iteration 6F: 3 clusters Score -103952.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -104038.781250 Penalty: 3332.031250
	Iteration 7Q: 3 clusters Score -104038.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -104079.234375 Penalty: 3332.031250
	Iteration 8Q: 3 clusters Score -104079.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -104105.093750 Penalty: 3332.031250
	Iteration 9Q: 3 clusters Score -104105.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -104125.070312 Penalty: 3332.031250
	Iteration 10Q: 3 clusters Score -104125.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -104166.640625 Penalty: 3332.031250
	Iteration 11Q: 3 clusters Score -104166.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -104178.304688 Penalty: 3332.031250
	Iteration 12Q: 3 clusters Score -104178.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -104185.539062 Penalty: 3332.031250
	Iteration 13Q: 3 clusters Score -104185.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -104193.789062 Penalty: 3332.031250
	Iteration 14Q: 3 clusters Score -104193.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -104201.257812 Penalty: 3332.031250
	Iteration 15Q: 3 clusters Score -104201.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -104205.437500 Penalty: 3332.031250
	Iteration 16Q: 3 clusters Score -104205.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -104207.875000 Penalty: 3332.031250
	Iteration 17Q: 3 clusters Score -104207.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -104213.023438 Penalty: 3332.031250
	Iteration 18Q: 3 clusters Score -104213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -104224.070312 Penalty: 3332.031250
	Iteration 19Q: 3 clusters Score -104224.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -104241.062500 Penalty: 3332.031250
	Iteration 20F: 3 clusters Score -104241.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -104272.125000 Penalty: 3332.031250
	Iteration 21Q: 3 clusters Score -104272.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -104287.320312 Penalty: 3332.031250
	Iteration 22Q: 3 clusters Score -104287.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -104313.937500 Penalty: 3332.031250
	Iteration 23Q: 3 clusters Score -104313.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -104322.421875 Penalty: 3332.031250
	Iteration 24Q: 3 clusters Score -104322.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -104322.421875 Penalty: 3332.031250
	Iteration 25F: 3 clusters Score -104322.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (151496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151496 members 
Entering Unmasked Estep 
Score: -21171022.000000 Penalty: 2958.221924
	Iteration 0F: 2 clusters Score -2.117102e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75708 members 
Mstep: Class 2 contains 75788 members 
Entering Unmasked Estep 
Score: -21072116.000000 Penalty: 5916.443848
	Iteration 0F: 3 clusters Score -2.107212e+07 nChanged 72569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74497 members 
Mstep: Class 2 contains 76999 members 
Entering Unmasked Estep 
Score: -21114166.000000 Penalty: 5916.443848
	Iteration 1F: 3 clusters Score -2.111417e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73927 members 
Mstep: Class 2 contains 77569 members 
Entering Unmasked Estep 
Score: -21114790.000000 Penalty: 5916.443848
	Iteration 2Q: 3 clusters Score -2.111479e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73084 members 
Mstep: Class 2 contains 78412 members 
Entering Unmasked Estep 
Score: -21115504.000000 Penalty: 5916.443848
	Iteration 3Q: 3 clusters Score -2.11155e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71729 members 
Mstep: Class 2 contains 79767 members 
Entering Unmasked Estep 
Score: -21116068.000000 Penalty: 5916.443848
	Iteration 4Q: 3 clusters Score -2.111607e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69638 members 
Mstep: Class 2 contains 81858 members 
Entering Unmasked Estep 
Score: -21116888.000000 Penalty: 5916.443848
	Iteration 5Q: 3 clusters Score -2.111689e+07 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66602 members 
Mstep: Class 2 contains 84894 members 
Entering Unmasked Estep 
Score: -21118454.000000 Penalty: 5916.443848
	Iteration 6Q: 3 clusters Score -2.111845e+07 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62151 members 
Mstep: Class 2 contains 89345 members 
Entering Unmasked Estep 
Score: -21120784.000000 Penalty: 5916.443848
	Iteration 7Q: 3 clusters Score -2.112078e+07 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55834 members 
Mstep: Class 2 contains 95662 members 
Entering Unmasked Estep 
Score: -21124180.000000 Penalty: 5916.443848
	Iteration 8Q: 3 clusters Score -2.112418e+07 nChanged 8594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47616 members 
Mstep: Class 2 contains 103880 members 
Entering Unmasked Estep 
Score: -21129896.000000 Penalty: 5916.443848
	Iteration 9F: 3 clusters Score -2.11299e+07 nChanged 10201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 113839 members 
Entering Unmasked Estep 
Score: -21137912.000000 Penalty: 5916.443848
	Iteration 10F: 3 clusters Score -2.113791e+07 nChanged 10207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 123836 members 
Entering Unmasked Estep 
Score: -21146546.000000 Penalty: 5916.443848
	Iteration 11F: 3 clusters Score -2.114655e+07 nChanged 8487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 132117 members 
Entering Unmasked Estep 
Score: -21153666.000000 Penalty: 5916.443848
	Iteration 12F: 3 clusters Score -2.115367e+07 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 137865 members 
Entering Unmasked Estep 
Score: -21158458.000000 Penalty: 5916.443848
	Iteration 13Q: 3 clusters Score -2.115846e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 141593 members 
Entering Unmasked Estep 
Score: -21161578.000000 Penalty: 5916.443848
	Iteration 14Q: 3 clusters Score -2.116158e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 144008 members 
Entering Unmasked Estep 
Score: -21163418.000000 Penalty: 5916.443848
	Iteration 15Q: 3 clusters Score -2.116342e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 145661 members 
Entering Unmasked Estep 
Score: -21164626.000000 Penalty: 5916.443848
	Iteration 16Q: 3 clusters Score -2.116463e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 146803 members 
Entering Unmasked Estep 
Score: -21165502.000000 Penalty: 5916.443848
	Iteration 17Q: 3 clusters Score -2.11655e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 147618 members 
Entering Unmasked Estep 
Score: -21166174.000000 Penalty: 5916.443848
	Iteration 18Q: 3 clusters Score -2.116617e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 148246 members 
Entering Unmasked Estep 
Score: -21166574.000000 Penalty: 5916.443848
	Iteration 19Q: 3 clusters Score -2.116657e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 148726 members 
Entering Unmasked Estep 
Score: -21166878.000000 Penalty: 5916.443848
	Iteration 20F: 3 clusters Score -2.116688e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 149084 members 
Entering Unmasked Estep 
Score: -21167166.000000 Penalty: 5916.443848
	Iteration 21Q: 3 clusters Score -2.116717e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 149355 members 
Entering Unmasked Estep 
Score: -21167382.000000 Penalty: 5916.443848
	Iteration 22Q: 3 clusters Score -2.116738e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 149557 members 
Entering Unmasked Estep 
Score: -21167548.000000 Penalty: 5916.443848
	Iteration 23Q: 3 clusters Score -2.116755e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 149706 members 
Entering Unmasked Estep 
Score: -21167702.000000 Penalty: 5916.443848
	Iteration 24Q: 3 clusters Score -2.11677e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 149797 members 
Entering Unmasked Estep 
Score: -21167756.000000 Penalty: 5916.443848
	Iteration 25Q: 3 clusters Score -2.116776e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 149875 members 
Entering Unmasked Estep 
Score: -21167822.000000 Penalty: 5916.443848
	Iteration 26Q: 3 clusters Score -2.116782e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 149941 members 
Entering Unmasked Estep 
Score: -21167848.000000 Penalty: 5916.443848
	Iteration 27Q: 3 clusters Score -2.116785e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 149996 members 
Entering Unmasked Estep 
Score: -21167904.000000 Penalty: 5916.443848
	Iteration 28Q: 3 clusters Score -2.11679e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 150045 members 
Entering Unmasked Estep 
Score: -21167938.000000 Penalty: 5916.443848
	Iteration 29Q: 3 clusters Score -2.116794e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 150084 members 
Entering Unmasked Estep 
Score: -21167960.000000 Penalty: 5916.443848
	Iteration 30Q: 3 clusters Score -2.116796e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 150123 members 
Entering Unmasked Estep 
Score: -21167992.000000 Penalty: 5916.443848
	Iteration 31Q: 3 clusters Score -2.116799e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 150159 members 
Entering Unmasked Estep 
Score: -21167998.000000 Penalty: 5916.443848
	Iteration 32Q: 3 clusters Score -2.1168e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 150188 members 
Entering Unmasked Estep 
Score: -21167988.000000 Penalty: 5916.443848
	Iteration 33Q: 3 clusters Score -2.116799e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 150209 members 
Entering Unmasked Estep 
Score: -21168018.000000 Penalty: 5916.443848
	Iteration 34Q: 3 clusters Score -2.116802e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 150223 members 
Entering Unmasked Estep 
Score: -21168022.000000 Penalty: 5916.443848
	Iteration 35Q: 3 clusters Score -2.116802e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 150238 members 
Entering Unmasked Estep 
Score: -21168034.000000 Penalty: 5916.443848
	Iteration 36Q: 3 clusters Score -2.116803e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 150252 members 
Entering Unmasked Estep 
Score: -21168052.000000 Penalty: 5916.443848
	Iteration 37Q: 3 clusters Score -2.116805e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 150260 members 
Entering Unmasked Estep 
Score: -21168062.000000 Penalty: 5916.443848
	Iteration 38Q: 3 clusters Score -2.116806e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 150271 members 
Entering Unmasked Estep 
Score: -21168046.000000 Penalty: 5916.443848
	Iteration 39Q: 3 clusters Score -2.116805e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 150284 members 
Entering Unmasked Estep 
Score: -21168036.000000 Penalty: 5916.443848
	Iteration 40F: 3 clusters Score -2.116804e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 150296 members 
Entering Unmasked Estep 
Score: -21168058.000000 Penalty: 5916.443848
	Iteration 41Q: 3 clusters Score -2.116806e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 150305 members 
Entering Unmasked Estep 
Score: -21168066.000000 Penalty: 5916.443848
	Iteration 42Q: 3 clusters Score -2.116807e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 150313 members 
Entering Unmasked Estep 
Score: -21168078.000000 Penalty: 5916.443848
	Iteration 43Q: 3 clusters Score -2.116808e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 150317 members 
Entering Unmasked Estep 
Score: -21168084.000000 Penalty: 5916.443848
	Iteration 44Q: 3 clusters Score -2.116808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 150319 members 
Entering Unmasked Estep 
Score: -21168082.000000 Penalty: 5916.443848
	Iteration 45Q: 3 clusters Score -2.116808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 150321 members 
Entering Unmasked Estep 
Score: -21168086.000000 Penalty: 5916.443848
	Iteration 46Q: 3 clusters Score -2.116809e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 150330 members 
Entering Unmasked Estep 
Score: -21168084.000000 Penalty: 5916.443848
	Iteration 47Q: 3 clusters Score -2.116808e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 150337 members 
Entering Unmasked Estep 
Score: -21168092.000000 Penalty: 5916.443848
	Iteration 48Q: 3 clusters Score -2.116809e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 150347 members 
Entering Unmasked Estep 
Score: -21168086.000000 Penalty: 5916.443848
	Iteration 49Q: 3 clusters Score -2.116809e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 150354 members 
Entering Unmasked Estep 
Score: -21168100.000000 Penalty: 5916.443848
	Iteration 50Q: 3 clusters Score -2.11681e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 150361 members 
Entering Unmasked Estep 
Score: -21168098.000000 Penalty: 5916.443848
	Iteration 51Q: 3 clusters Score -2.11681e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 150366 members 
Entering Unmasked Estep 
Score: -21168084.000000 Penalty: 5916.443848
	Iteration 52Q: 3 clusters Score -2.116808e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 150374 members 
Entering Unmasked Estep 
Score: -21168098.000000 Penalty: 5916.443848
	Iteration 53Q: 3 clusters Score -2.11681e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 150378 members 
Entering Unmasked Estep 
Score: -21168106.000000 Penalty: 5916.443848
	Iteration 54Q: 3 clusters Score -2.116811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 150382 members 
Entering Unmasked Estep 
Score: -21168110.000000 Penalty: 5916.443848
	Iteration 55Q: 3 clusters Score -2.116811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 150386 members 
Entering Unmasked Estep 
Score: -21168116.000000 Penalty: 5916.443848
	Iteration 56Q: 3 clusters Score -2.116812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 150389 members 
Entering Unmasked Estep 
Score: -21168132.000000 Penalty: 5916.443848
	Iteration 57Q: 3 clusters Score -2.116813e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 150393 members 
Entering Unmasked Estep 
Score: -21168138.000000 Penalty: 5916.443848
	Iteration 58Q: 3 clusters Score -2.116814e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 150394 members 
Entering Unmasked Estep 
Score: -21168134.000000 Penalty: 5916.443848
	Iteration 59Q: 3 clusters Score -2.116813e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 150395 members 
Entering Unmasked Estep 
Score: -21168128.000000 Penalty: 5916.443848
	Iteration 60F: 3 clusters Score -2.116813e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 150400 members 
Entering Unmasked Estep 
Score: -21168144.000000 Penalty: 5916.443848
	Iteration 61Q: 3 clusters Score -2.116814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 150399 members 
Entering Unmasked Estep 
Score: -21168140.000000 Penalty: 5916.443848
	Iteration 62Q: 3 clusters Score -2.116814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 150400 members 
Entering Unmasked Estep 
Score: -21168148.000000 Penalty: 5916.443848
	Iteration 63Q: 3 clusters Score -2.116815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 150403 members 
Entering Unmasked Estep 
Score: -21168140.000000 Penalty: 5916.443848
	Iteration 64Q: 3 clusters Score -2.116814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 150405 members 
Entering Unmasked Estep 
Score: -21168144.000000 Penalty: 5916.443848
	Iteration 65Q: 3 clusters Score -2.116814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 150405 members 
Entering Unmasked Estep 
Score: -21168140.000000 Penalty: 5916.443848
	Iteration 66Q: 3 clusters Score -2.116814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 150408 members 
Entering Unmasked Estep 
Score: -21168148.000000 Penalty: 5916.443848
	Iteration 67Q: 3 clusters Score -2.116815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 150410 members 
Entering Unmasked Estep 
Score: -21168142.000000 Penalty: 5916.443848
	Iteration 68Q: 3 clusters Score -2.116814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 150414 members 
Entering Unmasked Estep 
Score: -21168144.000000 Penalty: 5916.443848
	Iteration 69Q: 3 clusters Score -2.116814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 150418 members 
Entering Unmasked Estep 
Score: -21168142.000000 Penalty: 5916.443848
	Iteration 70Q: 3 clusters Score -2.116814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 150422 members 
Entering Unmasked Estep 
Score: -21168152.000000 Penalty: 5916.443848
	Iteration 71Q: 3 clusters Score -2.116815e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 150430 members 
Entering Unmasked Estep 
Score: -21168164.000000 Penalty: 5916.443848
	Iteration 72Q: 3 clusters Score -2.116816e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 150442 members 
Entering Unmasked Estep 
Score: -21168176.000000 Penalty: 5916.443848
	Iteration 73Q: 3 clusters Score -2.116818e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 150457 members 
Entering Unmasked Estep 
Score: -21168196.000000 Penalty: 5916.443848
	Iteration 74Q: 3 clusters Score -2.11682e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 150466 members 
Entering Unmasked Estep 
Score: -21168230.000000 Penalty: 5916.443848
	Iteration 75Q: 3 clusters Score -2.116823e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 150474 members 
Entering Unmasked Estep 
Score: -21168230.000000 Penalty: 5916.443848
	Iteration 76Q: 3 clusters Score -2.116823e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 150482 members 
Entering Unmasked Estep 
Score: -21168216.000000 Penalty: 5916.443848
	Iteration 77Q: 3 clusters Score -2.116822e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 150489 members 
Entering Unmasked Estep 
Score: -21168224.000000 Penalty: 5916.443848
	Iteration 78Q: 3 clusters Score -2.116822e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 150495 members 
Entering Unmasked Estep 
Score: -21168234.000000 Penalty: 5916.443848
	Iteration 79Q: 3 clusters Score -2.116823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 150498 members 
Entering Unmasked Estep 
Score: -21168234.000000 Penalty: 5916.443848
	Iteration 80F: 3 clusters Score -2.116823e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 150505 members 
Entering Unmasked Estep 
Score: -21168246.000000 Penalty: 5916.443848
	Iteration 81Q: 3 clusters Score -2.116825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 150507 members 
Entering Unmasked Estep 
Score: -21168258.000000 Penalty: 5916.443848
	Iteration 82Q: 3 clusters Score -2.116826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 150508 members 
Entering Unmasked Estep 
Score: -21168250.000000 Penalty: 5916.443848
	Iteration 83Q: 3 clusters Score -2.116825e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 150511 members 
Entering Unmasked Estep 
Score: -21168242.000000 Penalty: 5916.443848
	Iteration 84Q: 3 clusters Score -2.116824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 150517 members 
Entering Unmasked Estep 
Score: -21168270.000000 Penalty: 5916.443848
	Iteration 85Q: 3 clusters Score -2.116827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 150518 members 
Entering Unmasked Estep 
Score: -21168266.000000 Penalty: 5916.443848
	Iteration 86Q: 3 clusters Score -2.116827e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 150518 members 
Entering Unmasked Estep 
Score: -21168274.000000 Penalty: 5916.443848
	Iteration 87Q: 3 clusters Score -2.116827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 150517 members 
Entering Unmasked Estep 
Score: -21168280.000000 Penalty: 5916.443848
	Iteration 88Q: 3 clusters Score -2.116828e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 150517 members 
Entering Unmasked Estep 
Score: -21168280.000000 Penalty: 5916.443848
	Iteration 89F: 3 clusters Score -2.116828e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Entering Unmasked Estep 
Score: -41186.171875 Penalty: 1449.198975
	Iteration 0F: 2 clusters Score -41186.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -40062.542969 Penalty: 2898.397949
	Iteration 0F: 3 clusters Score -40062.54 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -40216.308594 Penalty: 2898.397949
	Iteration 1F: 3 clusters Score -40216.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -40261.265625 Penalty: 2898.397949
	Iteration 2Q: 3 clusters Score -40261.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40285.832031 Penalty: 2898.397949
	Iteration 3Q: 3 clusters Score -40285.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -40316.906250 Penalty: 2898.397949
	Iteration 4Q: 3 clusters Score -40316.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -40361.660156 Penalty: 2898.397949
	Iteration 5Q: 3 clusters Score -40361.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40409.074219 Penalty: 2898.397949
	Iteration 6Q: 3 clusters Score -40409.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -40428.617188 Penalty: 2898.397949
	Iteration 7Q: 3 clusters Score -40428.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40506.140625 Penalty: 2898.397949
	Iteration 8Q: 3 clusters Score -40506.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -40735.765625 Penalty: 2898.397949
	Iteration 9Q: 3 clusters Score -40735.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -40797.250000 Penalty: 2898.397949
	Iteration 10Q: 3 clusters Score -40797.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -40826.894531 Penalty: 2898.397949
	Iteration 11Q: 3 clusters Score -40826.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -40846.027344 Penalty: 2898.397949
	Iteration 12Q: 3 clusters Score -40846.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -40846.027344 Penalty: 2898.397949
	Iteration 13F: 3 clusters Score -40846.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Entering Unmasked Estep 
Score: -528069.437500 Penalty: 2046.283325
	Iteration 0F: 2 clusters Score -528069.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -524320.625000 Penalty: 4092.566650
	Iteration 0F: 3 clusters Score -524320.6 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -525208.062500 Penalty: 4092.566650
	Iteration 1F: 3 clusters Score -525208.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -525429.125000 Penalty: 4092.566650
	Iteration 2F: 3 clusters Score -525429.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -525584.000000 Penalty: 4092.566650
	Iteration 3F: 3 clusters Score -525584 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -525674.437500 Penalty: 4092.566650
	Iteration 4Q: 3 clusters Score -525674.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -525736.062500 Penalty: 4092.566650
	Iteration 5Q: 3 clusters Score -525736.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -525788.625000 Penalty: 4092.566650
	Iteration 6Q: 3 clusters Score -525788.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -525833.187500 Penalty: 4092.566650
	Iteration 7Q: 3 clusters Score -525833.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -525870.500000 Penalty: 4092.566650
	Iteration 8Q: 3 clusters Score -525870.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -525919.125000 Penalty: 4092.566650
	Iteration 9Q: 3 clusters Score -525919.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -525960.312500 Penalty: 4092.566650
	Iteration 10Q: 3 clusters Score -525960.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -526000.875000 Penalty: 4092.566650
	Iteration 11Q: 3 clusters Score -526000.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -526032.687500 Penalty: 4092.566650
	Iteration 12Q: 3 clusters Score -526032.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -526058.875000 Penalty: 4092.566650
	Iteration 13Q: 3 clusters Score -526058.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -526089.250000 Penalty: 4092.566650
	Iteration 14Q: 3 clusters Score -526089.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -526116.375000 Penalty: 4092.566650
	Iteration 15Q: 3 clusters Score -526116.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -526153.937500 Penalty: 4092.566650
	Iteration 16Q: 3 clusters Score -526153.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -526200.875000 Penalty: 4092.566650
	Iteration 17Q: 3 clusters Score -526200.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -526243.000000 Penalty: 4092.566650
	Iteration 18Q: 3 clusters Score -526243 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -526281.875000 Penalty: 4092.566650
	Iteration 19Q: 3 clusters Score -526281.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -526315.312500 Penalty: 4092.566650
	Iteration 20F: 3 clusters Score -526315.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -526340.125000 Penalty: 4092.566650
	Iteration 21Q: 3 clusters Score -526340.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -526358.875000 Penalty: 4092.566650
	Iteration 22Q: 3 clusters Score -526358.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -526376.125000 Penalty: 4092.566650
	Iteration 23Q: 3 clusters Score -526376.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -526397.312500 Penalty: 4092.566650
	Iteration 24Q: 3 clusters Score -526397.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -526414.875000 Penalty: 4092.566650
	Iteration 25Q: 3 clusters Score -526414.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -526432.125000 Penalty: 4092.566650
	Iteration 26Q: 3 clusters Score -526432.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -526446.750000 Penalty: 4092.566650
	Iteration 27Q: 3 clusters Score -526446.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -526465.500000 Penalty: 4092.566650
	Iteration 28Q: 3 clusters Score -526465.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -526484.187500 Penalty: 4092.566650
	Iteration 29Q: 3 clusters Score -526484.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -526495.562500 Penalty: 4092.566650
	Iteration 30Q: 3 clusters Score -526495.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -526502.562500 Penalty: 4092.566650
	Iteration 31Q: 3 clusters Score -526502.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -526503.562500 Penalty: 4092.566650
	Iteration 32Q: 3 clusters Score -526503.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -526505.687500 Penalty: 4092.566650
	Iteration 33Q: 3 clusters Score -526505.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -526508.125000 Penalty: 4092.566650
	Iteration 34Q: 3 clusters Score -526508.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -526512.000000 Penalty: 4092.566650
	Iteration 35Q: 3 clusters Score -526512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -526513.000000 Penalty: 4092.566650
	Iteration 36Q: 3 clusters Score -526513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -526512.937500 Penalty: 4092.566650
	Iteration 37Q: 3 clusters Score -526512.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -526516.312500 Penalty: 4092.566650
	Iteration 38Q: 3 clusters Score -526516.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -526519.125000 Penalty: 4092.566650
	Iteration 39Q: 3 clusters Score -526519.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -526522.625000 Penalty: 4092.566650
	Iteration 40F: 3 clusters Score -526522.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -526527.937500 Penalty: 4092.566650
	Iteration 41Q: 3 clusters Score -526527.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -526532.750000 Penalty: 4092.566650
	Iteration 42Q: 3 clusters Score -526532.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -526536.937500 Penalty: 4092.566650
	Iteration 43Q: 3 clusters Score -526536.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -526539.625000 Penalty: 4092.566650
	Iteration 44Q: 3 clusters Score -526539.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -526541.437500 Penalty: 4092.566650
	Iteration 45Q: 3 clusters Score -526541.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -526543.812500 Penalty: 4092.566650
	Iteration 46Q: 3 clusters Score -526543.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -526546.875000 Penalty: 4092.566650
	Iteration 47Q: 3 clusters Score -526546.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -526548.687500 Penalty: 4092.566650
	Iteration 48Q: 3 clusters Score -526548.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -526548.875000 Penalty: 4092.566650
	Iteration 49Q: 3 clusters Score -526548.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -526550.875000 Penalty: 4092.566650
	Iteration 50Q: 3 clusters Score -526550.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -526553.625000 Penalty: 4092.566650
	Iteration 51Q: 3 clusters Score -526553.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -526557.125000 Penalty: 4092.566650
	Iteration 52Q: 3 clusters Score -526557.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -526558.937500 Penalty: 4092.566650
	Iteration 53Q: 3 clusters Score -526558.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -526558.937500 Penalty: 4092.566650
	Iteration 54F: 3 clusters Score -526558.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -29932.371094 Penalty: 1407.834961
	Iteration 0F: 2 clusters Score -29932.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -28783.164062 Penalty: 2815.669922
	Iteration 0F: 3 clusters Score -28783.16 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -29044.556641 Penalty: 2815.669922
	Iteration 1F: 3 clusters Score -29044.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29203.685547 Penalty: 2815.669922
	Iteration 2Q: 3 clusters Score -29203.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29250.199219 Penalty: 2815.669922
	Iteration 3Q: 3 clusters Score -29250.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -29274.048828 Penalty: 2815.669922
	Iteration 4Q: 3 clusters Score -29274.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29285.576172 Penalty: 2815.669922
	Iteration 5Q: 3 clusters Score -29285.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -29311.302734 Penalty: 2815.669922
	Iteration 6Q: 3 clusters Score -29311.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -29345.835938 Penalty: 2815.669922
	Iteration 7Q: 3 clusters Score -29345.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -29370.162109 Penalty: 2815.669922
	Iteration 8Q: 3 clusters Score -29370.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -29390.449219 Penalty: 2815.669922
	Iteration 9Q: 3 clusters Score -29390.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -29408.150391 Penalty: 2815.669922
	Iteration 10Q: 3 clusters Score -29408.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -29408.150391 Penalty: 2815.669922
	Iteration 11F: 3 clusters Score -29408.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (56631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56631 members 
Entering Unmasked Estep 
Score: -8069018.500000 Penalty: 2714.189453
	Iteration 0F: 2 clusters Score -8069018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -8030725.000000 Penalty: 5428.378906
	Iteration 0F: 3 clusters Score -8030725 nChanged 26279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -8045516.500000 Penalty: 5428.378906
	Iteration 1F: 3 clusters Score -8045516 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -8046073.500000 Penalty: 5428.378906
	Iteration 2Q: 3 clusters Score -8046074 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -8046536.000000 Penalty: 5428.378906
	Iteration 3Q: 3 clusters Score -8046536 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -8047084.500000 Penalty: 5428.378906
	Iteration 4Q: 3 clusters Score -8047084 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -8047829.000000 Penalty: 5428.378906
	Iteration 5Q: 3 clusters Score -8047829 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33725 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -8049146.000000 Penalty: 5428.378906
	Iteration 6Q: 3 clusters Score -8049146 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -8051137.000000 Penalty: 5428.378906
	Iteration 7F: 3 clusters Score -8051137 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -8053983.000000 Penalty: 5428.378906
	Iteration 8F: 3 clusters Score -8053983 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42655 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -8057472.500000 Penalty: 5428.378906
	Iteration 9F: 3 clusters Score -8057472 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45406 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -8060483.000000 Penalty: 5428.378906
	Iteration 10F: 3 clusters Score -8060483 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47206 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -8062459.500000 Penalty: 5428.378906
	Iteration 11Q: 3 clusters Score -8062460 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48358 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -8063513.500000 Penalty: 5428.378906
	Iteration 12Q: 3 clusters Score -8063514 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49238 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -8064133.000000 Penalty: 5428.378906
	Iteration 13Q: 3 clusters Score -8064133 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49977 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -8064548.500000 Penalty: 5428.378906
	Iteration 14Q: 3 clusters Score -8064548 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50596 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -8064822.000000 Penalty: 5428.378906
	Iteration 15Q: 3 clusters Score -8064822 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51113 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -8065019.500000 Penalty: 5428.378906
	Iteration 16Q: 3 clusters Score -8065020 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51588 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -8065207.000000 Penalty: 5428.378906
	Iteration 17Q: 3 clusters Score -8065207 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52053 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -8065378.000000 Penalty: 5428.378906
	Iteration 18Q: 3 clusters Score -8065378 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52450 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -8065580.500000 Penalty: 5428.378906
	Iteration 19Q: 3 clusters Score -8065580 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52821 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -8065734.500000 Penalty: 5428.378906
	Iteration 20F: 3 clusters Score -8065734 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53155 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -8065906.500000 Penalty: 5428.378906
	Iteration 21Q: 3 clusters Score -8065906 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53473 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -8066026.000000 Penalty: 5428.378906
	Iteration 22Q: 3 clusters Score -8066026 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53780 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -8066174.000000 Penalty: 5428.378906
	Iteration 23Q: 3 clusters Score -8066174 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54045 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -8066287.500000 Penalty: 5428.378906
	Iteration 24Q: 3 clusters Score -8066288 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54283 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -8066382.500000 Penalty: 5428.378906
	Iteration 25Q: 3 clusters Score -8066382 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54472 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -8066454.000000 Penalty: 5428.378906
	Iteration 26Q: 3 clusters Score -8066454 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54656 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -8066513.000000 Penalty: 5428.378906
	Iteration 27Q: 3 clusters Score -8066513 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54808 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -8066572.000000 Penalty: 5428.378906
	Iteration 28Q: 3 clusters Score -8066572 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54925 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -8066617.500000 Penalty: 5428.378906
	Iteration 29Q: 3 clusters Score -8066618 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55033 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -8066667.500000 Penalty: 5428.378906
	Iteration 30Q: 3 clusters Score -8066668 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55120 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -8066691.000000 Penalty: 5428.378906
	Iteration 31Q: 3 clusters Score -8066691 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55196 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -8066704.000000 Penalty: 5428.378906
	Iteration 32Q: 3 clusters Score -8066704 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55259 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -8066729.000000 Penalty: 5428.378906
	Iteration 33Q: 3 clusters Score -8066729 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55312 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -8066744.000000 Penalty: 5428.378906
	Iteration 34Q: 3 clusters Score -8066744 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55367 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -8066736.500000 Penalty: 5428.378906
	Iteration 35Q: 3 clusters Score -8066736 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55413 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -8066764.000000 Penalty: 5428.378906
	Iteration 36Q: 3 clusters Score -8066764 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55448 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -8066790.000000 Penalty: 5428.378906
	Iteration 37Q: 3 clusters Score -8066790 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55485 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -8066816.500000 Penalty: 5428.378906
	Iteration 38Q: 3 clusters Score -8066816 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55518 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -8066834.500000 Penalty: 5428.378906
	Iteration 39Q: 3 clusters Score -8066834 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55548 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -8066832.500000 Penalty: 5428.378906
	Iteration 40F: 3 clusters Score -8066832 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55578 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -8066855.000000 Penalty: 5428.378906
	Iteration 41Q: 3 clusters Score -8066855 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55600 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -8066870.500000 Penalty: 5428.378906
	Iteration 42Q: 3 clusters Score -8066870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55611 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -8066873.500000 Penalty: 5428.378906
	Iteration 43Q: 3 clusters Score -8066874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55621 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -8066891.000000 Penalty: 5428.378906
	Iteration 44Q: 3 clusters Score -8066891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55627 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -8066878.500000 Penalty: 5428.378906
	Iteration 45Q: 3 clusters Score -8066878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55633 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -8066873.500000 Penalty: 5428.378906
	Iteration 46Q: 3 clusters Score -8066874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55639 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -8066878.500000 Penalty: 5428.378906
	Iteration 47Q: 3 clusters Score -8066878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55643 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -8066880.000000 Penalty: 5428.378906
	Iteration 48Q: 3 clusters Score -8066880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55648 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -8066888.500000 Penalty: 5428.378906
	Iteration 49Q: 3 clusters Score -8066888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55651 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -8066885.000000 Penalty: 5428.378906
	Iteration 50Q: 3 clusters Score -8066885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55654 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -8066882.000000 Penalty: 5428.378906
	Iteration 51Q: 3 clusters Score -8066882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55659 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -8066885.000000 Penalty: 5428.378906
	Iteration 52Q: 3 clusters Score -8066885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55663 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -8066884.500000 Penalty: 5428.378906
	Iteration 53Q: 3 clusters Score -8066884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55664 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -8066880.500000 Penalty: 5428.378906
	Iteration 54Q: 3 clusters Score -8066880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55665 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -8066893.000000 Penalty: 5428.378906
	Iteration 55Q: 3 clusters Score -8066893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55666 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -8066897.500000 Penalty: 5428.378906
	Iteration 56Q: 3 clusters Score -8066898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55669 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -8066893.500000 Penalty: 5428.378906
	Iteration 57Q: 3 clusters Score -8066894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55671 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -8066888.000000 Penalty: 5428.378906
	Iteration 58Q: 3 clusters Score -8066888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55676 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -8066893.500000 Penalty: 5428.378906
	Iteration 59Q: 3 clusters Score -8066894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55687 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -8066903.500000 Penalty: 5428.378906
	Iteration 60F: 3 clusters Score -8066904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55696 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -8066912.000000 Penalty: 5428.378906
	Iteration 61Q: 3 clusters Score -8066912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55705 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -8066917.500000 Penalty: 5428.378906
	Iteration 62Q: 3 clusters Score -8066918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55714 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -8066922.000000 Penalty: 5428.378906
	Iteration 63Q: 3 clusters Score -8066922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55721 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -8066922.500000 Penalty: 5428.378906
	Iteration 64Q: 3 clusters Score -8066922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55724 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -8066923.000000 Penalty: 5428.378906
	Iteration 65Q: 3 clusters Score -8066923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55727 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -8066921.500000 Penalty: 5428.378906
	Iteration 66Q: 3 clusters Score -8066922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55728 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -8066924.000000 Penalty: 5428.378906
	Iteration 67Q: 3 clusters Score -8066924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55728 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -8066924.000000 Penalty: 5428.378906
	Iteration 68F: 3 clusters Score -8066924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (82653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82653 members 
Entering Unmasked Estep 
Score: -11663649.000000 Penalty: 2807.956787
	Iteration 0F: 2 clusters Score -1.166365e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41309 members 
Mstep: Class 2 contains 41344 members 
Entering Unmasked Estep 
Score: -11608659.000000 Penalty: 5615.913574
	Iteration 0F: 3 clusters Score -1.160866e+07 nChanged 38561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41400 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
Score: -11630115.000000 Penalty: 5615.913574
	Iteration 1F: 3 clusters Score -1.163012e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41407 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -11630730.000000 Penalty: 5615.913574
	Iteration 2Q: 3 clusters Score -1.163073e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 41336 members 
Entering Unmasked Estep 
Score: -11631163.000000 Penalty: 5615.913574
	Iteration 3Q: 3 clusters Score -1.163116e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41184 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -11631596.000000 Penalty: 5615.913574
	Iteration 4Q: 3 clusters Score -1.16316e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -11632085.000000 Penalty: 5615.913574
	Iteration 5Q: 3 clusters Score -1.163208e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 42022 members 
Entering Unmasked Estep 
Score: -11632436.000000 Penalty: 5615.913574
	Iteration 6Q: 3 clusters Score -1.163244e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40283 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -11633090.000000 Penalty: 5615.913574
	Iteration 7Q: 3 clusters Score -1.163309e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -11633710.000000 Penalty: 5615.913574
	Iteration 8Q: 3 clusters Score -1.163371e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38869 members 
Mstep: Class 2 contains 43784 members 
Entering Unmasked Estep 
Score: -11634557.000000 Penalty: 5615.913574
	Iteration 9Q: 3 clusters Score -1.163456e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37782 members 
Mstep: Class 2 contains 44871 members 
Entering Unmasked Estep 
Score: -11635587.000000 Penalty: 5615.913574
	Iteration 10Q: 3 clusters Score -1.163559e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 46271 members 
Entering Unmasked Estep 
Score: -11637008.000000 Penalty: 5615.913574
	Iteration 11Q: 3 clusters Score -1.163701e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 47848 members 
Entering Unmasked Estep 
Score: -11638457.000000 Penalty: 5615.913574
	Iteration 12Q: 3 clusters Score -1.163846e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 49648 members 
Entering Unmasked Estep 
Score: -11640178.000000 Penalty: 5615.913574
	Iteration 13Q: 3 clusters Score -1.164018e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 51617 members 
Entering Unmasked Estep 
Score: -11642474.000000 Penalty: 5615.913574
	Iteration 14Q: 3 clusters Score -1.164247e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 53574 members 
Entering Unmasked Estep 
Score: -11645031.000000 Penalty: 5615.913574
	Iteration 15Q: 3 clusters Score -1.164503e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 55294 members 
Entering Unmasked Estep 
Score: -11647552.000000 Penalty: 5615.913574
	Iteration 16Q: 3 clusters Score -1.164755e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 56675 members 
Entering Unmasked Estep 
Score: -11649351.000000 Penalty: 5615.913574
	Iteration 17Q: 3 clusters Score -1.164935e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 57887 members 
Entering Unmasked Estep 
Score: -11650374.000000 Penalty: 5615.913574
	Iteration 18Q: 3 clusters Score -1.165037e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 59145 members 
Entering Unmasked Estep 
Score: -11651107.000000 Penalty: 5615.913574
	Iteration 19Q: 3 clusters Score -1.165111e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 60348 members 
Entering Unmasked Estep 
Score: -11651587.000000 Penalty: 5615.913574
	Iteration 20F: 3 clusters Score -1.165159e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 61552 members 
Entering Unmasked Estep 
Score: -11652044.000000 Penalty: 5615.913574
	Iteration 21Q: 3 clusters Score -1.165204e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 62797 members 
Entering Unmasked Estep 
Score: -11652392.000000 Penalty: 5615.913574
	Iteration 22Q: 3 clusters Score -1.165239e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 64014 members 
Entering Unmasked Estep 
Score: -11652708.000000 Penalty: 5615.913574
	Iteration 23Q: 3 clusters Score -1.165271e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 65295 members 
Entering Unmasked Estep 
Score: -11653206.000000 Penalty: 5615.913574
	Iteration 24Q: 3 clusters Score -1.165321e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 66629 members 
Entering Unmasked Estep 
Score: -11653694.000000 Penalty: 5615.913574
	Iteration 25Q: 3 clusters Score -1.165369e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 67990 members 
Entering Unmasked Estep 
Score: -11654201.000000 Penalty: 5615.913574
	Iteration 26Q: 3 clusters Score -1.16542e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 69436 members 
Entering Unmasked Estep 
Score: -11654863.000000 Penalty: 5615.913574
	Iteration 27Q: 3 clusters Score -1.165486e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 70900 members 
Entering Unmasked Estep 
Score: -11655522.000000 Penalty: 5615.913574
	Iteration 28Q: 3 clusters Score -1.165552e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 72346 members 
Entering Unmasked Estep 
Score: -11656207.000000 Penalty: 5615.913574
	Iteration 29Q: 3 clusters Score -1.165621e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 73749 members 
Entering Unmasked Estep 
Score: -11656897.000000 Penalty: 5615.913574
	Iteration 30Q: 3 clusters Score -1.16569e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 75041 members 
Entering Unmasked Estep 
Score: -11657585.000000 Penalty: 5615.913574
	Iteration 31Q: 3 clusters Score -1.165758e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 76295 members 
Entering Unmasked Estep 
Score: -11658305.000000 Penalty: 5615.913574
	Iteration 32Q: 3 clusters Score -1.16583e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 77341 members 
Entering Unmasked Estep 
Score: -11658803.000000 Penalty: 5615.913574
	Iteration 33Q: 3 clusters Score -1.16588e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 78256 members 
Entering Unmasked Estep 
Score: -11659271.000000 Penalty: 5615.913574
	Iteration 34Q: 3 clusters Score -1.165927e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 79041 members 
Entering Unmasked Estep 
Score: -11659694.000000 Penalty: 5615.913574
	Iteration 35Q: 3 clusters Score -1.165969e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 79691 members 
Entering Unmasked Estep 
Score: -11660036.000000 Penalty: 5615.913574
	Iteration 36Q: 3 clusters Score -1.166004e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 80216 members 
Entering Unmasked Estep 
Score: -11660316.000000 Penalty: 5615.913574
	Iteration 37Q: 3 clusters Score -1.166032e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 80622 members 
Entering Unmasked Estep 
Score: -11660547.000000 Penalty: 5615.913574
	Iteration 38Q: 3 clusters Score -1.166055e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 80920 members 
Entering Unmasked Estep 
Score: -11660683.000000 Penalty: 5615.913574
	Iteration 39Q: 3 clusters Score -1.166068e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 81147 members 
Entering Unmasked Estep 
Score: -11660825.000000 Penalty: 5615.913574
	Iteration 40F: 3 clusters Score -1.166082e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 81333 members 
Entering Unmasked Estep 
Score: -11660884.000000 Penalty: 5615.913574
	Iteration 41Q: 3 clusters Score -1.166088e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 81483 members 
Entering Unmasked Estep 
Score: -11660964.000000 Penalty: 5615.913574
	Iteration 42Q: 3 clusters Score -1.166096e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 81592 members 
Entering Unmasked Estep 
Score: -11661013.000000 Penalty: 5615.913574
	Iteration 43Q: 3 clusters Score -1.166101e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 81672 members 
Entering Unmasked Estep 
Score: -11661028.000000 Penalty: 5615.913574
	Iteration 44Q: 3 clusters Score -1.166103e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 81737 members 
Entering Unmasked Estep 
Score: -11661081.000000 Penalty: 5615.913574
	Iteration 45Q: 3 clusters Score -1.166108e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 81783 members 
Entering Unmasked Estep 
Score: -11661114.000000 Penalty: 5615.913574
	Iteration 46Q: 3 clusters Score -1.166111e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 81823 members 
Entering Unmasked Estep 
Score: -11661133.000000 Penalty: 5615.913574
	Iteration 47Q: 3 clusters Score -1.166113e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 81845 members 
Entering Unmasked Estep 
Score: -11661145.000000 Penalty: 5615.913574
	Iteration 48Q: 3 clusters Score -1.166114e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 81868 members 
Entering Unmasked Estep 
Score: -11661155.000000 Penalty: 5615.913574
	Iteration 49Q: 3 clusters Score -1.166116e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 81879 members 
Entering Unmasked Estep 
Score: -11661163.000000 Penalty: 5615.913574
	Iteration 50Q: 3 clusters Score -1.166116e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 81893 members 
Entering Unmasked Estep 
Score: -11661182.000000 Penalty: 5615.913574
	Iteration 51Q: 3 clusters Score -1.166118e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 81903 members 
Entering Unmasked Estep 
Score: -11661205.000000 Penalty: 5615.913574
	Iteration 52Q: 3 clusters Score -1.16612e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 81916 members 
Entering Unmasked Estep 
Score: -11661205.000000 Penalty: 5615.913574
	Iteration 53Q: 3 clusters Score -1.16612e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 81926 members 
Entering Unmasked Estep 
Score: -11661210.000000 Penalty: 5615.913574
	Iteration 54Q: 3 clusters Score -1.166121e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 81937 members 
Entering Unmasked Estep 
Score: -11661219.000000 Penalty: 5615.913574
	Iteration 55Q: 3 clusters Score -1.166122e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 81945 members 
Entering Unmasked Estep 
Score: -11661228.000000 Penalty: 5615.913574
	Iteration 56Q: 3 clusters Score -1.166123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 81949 members 
Entering Unmasked Estep 
Score: -11661238.000000 Penalty: 5615.913574
	Iteration 57Q: 3 clusters Score -1.166124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 81952 members 
Entering Unmasked Estep 
Score: -11661232.000000 Penalty: 5615.913574
	Iteration 58Q: 3 clusters Score -1.166123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 81953 members 
Entering Unmasked Estep 
Score: -11661226.000000 Penalty: 5615.913574
	Iteration 59Q: 3 clusters Score -1.166123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 81955 members 
Entering Unmasked Estep 
Score: -11661236.000000 Penalty: 5615.913574
	Iteration 60F: 3 clusters Score -1.166124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 81956 members 
Entering Unmasked Estep 
Score: -11661235.000000 Penalty: 5615.913574
	Iteration 61Q: 3 clusters Score -1.166124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 81957 members 
Entering Unmasked Estep 
Score: -11661236.000000 Penalty: 5615.913574
	Iteration 62Q: 3 clusters Score -1.166124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 81957 members 
Entering Unmasked Estep 
Score: -11661243.000000 Penalty: 5615.913574
	Iteration 63Q: 3 clusters Score -1.166124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 81958 members 
Entering Unmasked Estep 
Score: -11661246.000000 Penalty: 5615.913574
	Iteration 64Q: 3 clusters Score -1.166125e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 81958 members 
Entering Unmasked Estep 
Score: -11661246.000000 Penalty: 5615.913574
	Iteration 65F: 3 clusters Score -1.166125e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Entering Unmasked Estep 
Score: -137711.203125 Penalty: 1721.654907
	Iteration 0F: 2 clusters Score -137711.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -135761.546875 Penalty: 3443.309814
	Iteration 0F: 3 clusters Score -135761.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -136057.531250 Penalty: 3443.309814
	Iteration 1F: 3 clusters Score -136057.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -136128.093750 Penalty: 3443.309814
	Iteration 2F: 3 clusters Score -136128.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -136163.140625 Penalty: 3443.309814
	Iteration 3Q: 3 clusters Score -136163.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -136174.078125 Penalty: 3443.309814
	Iteration 4Q: 3 clusters Score -136174.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -136190.156250 Penalty: 3443.309814
	Iteration 5Q: 3 clusters Score -136190.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -136205.562500 Penalty: 3443.309814
	Iteration 6Q: 3 clusters Score -136205.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -136212.375000 Penalty: 3443.309814
	Iteration 7Q: 3 clusters Score -136212.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -136228.718750 Penalty: 3443.309814
	Iteration 8Q: 3 clusters Score -136228.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -136233.515625 Penalty: 3443.309814
	Iteration 9Q: 3 clusters Score -136233.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -136237.109375 Penalty: 3443.309814
	Iteration 10Q: 3 clusters Score -136237.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -136243.531250 Penalty: 3443.309814
	Iteration 11Q: 3 clusters Score -136243.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -136249.406250 Penalty: 3443.309814
	Iteration 12Q: 3 clusters Score -136249.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -136250.656250 Penalty: 3443.309814
	Iteration 13Q: 3 clusters Score -136250.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -136251.734375 Penalty: 3443.309814
	Iteration 14Q: 3 clusters Score -136251.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -136252.359375 Penalty: 3443.309814
	Iteration 15Q: 3 clusters Score -136252.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -136252.359375 Penalty: 3443.309814
	Iteration 16F: 3 clusters Score -136252.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Entering Unmasked Estep 
Score: -2372539.500000 Penalty: 2411.582275
	Iteration 0F: 2 clusters Score -2372540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2360646.500000 Penalty: 4823.164551
	Iteration 0F: 3 clusters Score -2360646 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2364463.750000 Penalty: 4823.164551
	Iteration 1F: 3 clusters Score -2364464 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -2364784.750000 Penalty: 4823.164551
	Iteration 2F: 3 clusters Score -2364785 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2365030.000000 Penalty: 4823.164551
	Iteration 3Q: 3 clusters Score -2365030 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -2365227.000000 Penalty: 4823.164551
	Iteration 4Q: 3 clusters Score -2365227 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -2365419.750000 Penalty: 4823.164551
	Iteration 5Q: 3 clusters Score -2365420 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -2365591.250000 Penalty: 4823.164551
	Iteration 6Q: 3 clusters Score -2365591 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -2365765.000000 Penalty: 4823.164551
	Iteration 7Q: 3 clusters Score -2365765 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -2365960.000000 Penalty: 4823.164551
	Iteration 8Q: 3 clusters Score -2365960 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -2366167.000000 Penalty: 4823.164551
	Iteration 9Q: 3 clusters Score -2366167 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -2366444.250000 Penalty: 4823.164551
	Iteration 10Q: 3 clusters Score -2366444 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -2366807.250000 Penalty: 4823.164551
	Iteration 11Q: 3 clusters Score -2366807 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -2367255.250000 Penalty: 4823.164551
	Iteration 12Q: 3 clusters Score -2367255 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -2367748.000000 Penalty: 4823.164551
	Iteration 13Q: 3 clusters Score -2367748 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -2368292.750000 Penalty: 4823.164551
	Iteration 14Q: 3 clusters Score -2368293 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2368787.250000 Penalty: 4823.164551
	Iteration 15Q: 3 clusters Score -2368787 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2369165.250000 Penalty: 4823.164551
	Iteration 16Q: 3 clusters Score -2369165 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2369486.250000 Penalty: 4823.164551
	Iteration 17Q: 3 clusters Score -2369486 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2369707.500000 Penalty: 4823.164551
	Iteration 18Q: 3 clusters Score -2369708 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2369850.750000 Penalty: 4823.164551
	Iteration 19Q: 3 clusters Score -2369851 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2369962.250000 Penalty: 4823.164551
	Iteration 20F: 3 clusters Score -2369962 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2370056.750000 Penalty: 4823.164551
	Iteration 21Q: 3 clusters Score -2370057 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2370142.750000 Penalty: 4823.164551
	Iteration 22Q: 3 clusters Score -2370143 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2370204.250000 Penalty: 4823.164551
	Iteration 23Q: 3 clusters Score -2370204 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2370252.750000 Penalty: 4823.164551
	Iteration 24Q: 3 clusters Score -2370253 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2370284.000000 Penalty: 4823.164551
	Iteration 25Q: 3 clusters Score -2370284 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2370312.750000 Penalty: 4823.164551
	Iteration 26Q: 3 clusters Score -2370313 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2370336.750000 Penalty: 4823.164551
	Iteration 27Q: 3 clusters Score -2370337 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2370351.000000 Penalty: 4823.164551
	Iteration 28Q: 3 clusters Score -2370351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2370363.000000 Penalty: 4823.164551
	Iteration 29Q: 3 clusters Score -2370363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2370375.500000 Penalty: 4823.164551
	Iteration 30Q: 3 clusters Score -2370376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2370382.000000 Penalty: 4823.164551
	Iteration 31Q: 3 clusters Score -2370382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2370383.250000 Penalty: 4823.164551
	Iteration 32Q: 3 clusters Score -2370383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2370387.000000 Penalty: 4823.164551
	Iteration 33Q: 3 clusters Score -2370387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2370393.250000 Penalty: 4823.164551
	Iteration 34Q: 3 clusters Score -2370393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2370396.250000 Penalty: 4823.164551
	Iteration 35Q: 3 clusters Score -2370396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2370399.750000 Penalty: 4823.164551
	Iteration 36Q: 3 clusters Score -2370400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2370400.000000 Penalty: 4823.164551
	Iteration 37Q: 3 clusters Score -2370400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2370403.000000 Penalty: 4823.164551
	Iteration 38Q: 3 clusters Score -2370403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2370402.750000 Penalty: 4823.164551
	Iteration 39Q: 3 clusters Score -2370403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2370404.500000 Penalty: 4823.164551
	Iteration 40F: 3 clusters Score -2370404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2370406.500000 Penalty: 4823.164551
	Iteration 41Q: 3 clusters Score -2370406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2370406.500000 Penalty: 4823.164551
	Iteration 42Q: 3 clusters Score -2370406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2370406.250000 Penalty: 4823.164551
	Iteration 43Q: 3 clusters Score -2370406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2370409.750000 Penalty: 4823.164551
	Iteration 44Q: 3 clusters Score -2370410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2370415.500000 Penalty: 4823.164551
	Iteration 45Q: 3 clusters Score -2370416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2370415.500000 Penalty: 4823.164551
	Iteration 46F: 3 clusters Score -2370416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -3706847.000000 Penalty: 2532.913086
	Iteration 0F: 2 clusters Score -3706847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -3688075.000000 Penalty: 5065.826172
	Iteration 0F: 3 clusters Score -3688075 nChanged 12223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -3695098.750000 Penalty: 5065.826172
	Iteration 1F: 3 clusters Score -3695099 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -3696416.000000 Penalty: 5065.826172
	Iteration 2F: 3 clusters Score -3696416 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -3698315.500000 Penalty: 5065.826172
	Iteration 3F: 3 clusters Score -3698316 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -3700644.000000 Penalty: 5065.826172
	Iteration 4F: 3 clusters Score -3700644 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -3702734.250000 Penalty: 5065.826172
	Iteration 5F: 3 clusters Score -3702734 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -3704275.000000 Penalty: 5065.826172
	Iteration 6F: 3 clusters Score -3704275 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -3705208.250000 Penalty: 5065.826172
	Iteration 7Q: 3 clusters Score -3705208 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -3705701.250000 Penalty: 5065.826172
	Iteration 8Q: 3 clusters Score -3705701 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -3705977.500000 Penalty: 5065.826172
	Iteration 9Q: 3 clusters Score -3705978 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -3706240.750000 Penalty: 5065.826172
	Iteration 10Q: 3 clusters Score -3706241 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -3706470.250000 Penalty: 5065.826172
	Iteration 11Q: 3 clusters Score -3706470 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -3706642.500000 Penalty: 5065.826172
	Iteration 12Q: 3 clusters Score -3706642 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -3706771.000000 Penalty: 5065.826172
	Iteration 13Q: 3 clusters Score -3706771 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -3706846.750000 Penalty: 5065.826172
	Iteration 14Q: 3 clusters Score -3706847 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -3706894.750000 Penalty: 5065.826172
	Iteration 15Q: 3 clusters Score -3706895 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -3706927.000000 Penalty: 5065.826172
	Iteration 16Q: 3 clusters Score -3706927 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -3706945.000000 Penalty: 5065.826172
	Iteration 17Q: 3 clusters Score -3706945 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -3706968.750000 Penalty: 5065.826172
	Iteration 18Q: 3 clusters Score -3706969 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -3706978.750000 Penalty: 5065.826172
	Iteration 19Q: 3 clusters Score -3706979 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -3706982.250000 Penalty: 5065.826172
	Iteration 20F: 3 clusters Score -3706982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -3706989.000000 Penalty: 5065.826172
	Iteration 21Q: 3 clusters Score -3706989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -3706994.250000 Penalty: 5065.826172
	Iteration 22Q: 3 clusters Score -3706994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -3706993.000000 Penalty: 5065.826172
	Iteration 23Q: 3 clusters Score -3706993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -3706996.000000 Penalty: 5065.826172
	Iteration 24Q: 3 clusters Score -3706996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -3707001.000000 Penalty: 5065.826172
	Iteration 25Q: 3 clusters Score -3707001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -3707001.000000 Penalty: 5065.826172
	Iteration 26Q: 3 clusters Score -3707001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -3707002.250000 Penalty: 5065.826172
	Iteration 27Q: 3 clusters Score -3707002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -3707002.250000 Penalty: 5065.826172
	Iteration 28F: 3 clusters Score -3707002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151496 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56631 members 
Mstep: Class 9 contains 82653 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16716 members 
Mstep: Class 12 contains 1350 members 
Mstep: Class 13 contains 15744 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17440 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66209 members 
Mstep: Class 19 contains 7349 members 
Mstep: Class 20 contains 120205 members 
Mstep: Class 21 contains 19008 members 
Mstep: Class 22 contains 165093 members 
Mstep: Class 23 contains 170021 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Mstep: Class 26 contains 25915 members 
Entering Unmasked Estep 
Score: -132694592.000000 Penalty: 88826.445312
Splitting cluster 12 changes total score from -132695496.000000 to -132694592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (15744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Entering Unmasked Estep 
Score: -2233589.750000 Penalty: 2396.725342
	Iteration 0F: 2 clusters Score -2233590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -2222338.750000 Penalty: 4793.450684
	Iteration 0F: 3 clusters Score -2222339 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -2225735.250000 Penalty: 4793.450684
	Iteration 1F: 3 clusters Score -2225735 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -2226071.250000 Penalty: 4793.450684
	Iteration 2F: 3 clusters Score -2226071 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2226303.000000 Penalty: 4793.450684
	Iteration 3Q: 3 clusters Score -2226303 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -2226503.250000 Penalty: 4793.450684
	Iteration 4Q: 3 clusters Score -2226503 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -2226675.000000 Penalty: 4793.450684
	Iteration 5Q: 3 clusters Score -2226675 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -2226818.750000 Penalty: 4793.450684
	Iteration 6Q: 3 clusters Score -2226819 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -2226954.250000 Penalty: 4793.450684
	Iteration 7Q: 3 clusters Score -2226954 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -2227095.750000 Penalty: 4793.450684
	Iteration 8Q: 3 clusters Score -2227096 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -2227256.500000 Penalty: 4793.450684
	Iteration 9Q: 3 clusters Score -2227256 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2227448.750000 Penalty: 4793.450684
	Iteration 10Q: 3 clusters Score -2227449 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -2227695.500000 Penalty: 4793.450684
	Iteration 11Q: 3 clusters Score -2227696 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -2228064.250000 Penalty: 4793.450684
	Iteration 12Q: 3 clusters Score -2228064 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -2228543.500000 Penalty: 4793.450684
	Iteration 13Q: 3 clusters Score -2228544 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2229130.250000 Penalty: 4793.450684
	Iteration 14Q: 3 clusters Score -2229130 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -2229693.500000 Penalty: 4793.450684
	Iteration 15Q: 3 clusters Score -2229694 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -2230098.000000 Penalty: 4793.450684
	Iteration 16Q: 3 clusters Score -2230098 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -2230352.000000 Penalty: 4793.450684
	Iteration 17Q: 3 clusters Score -2230352 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2230473.500000 Penalty: 4793.450684
	Iteration 18Q: 3 clusters Score -2230474 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -2230553.500000 Penalty: 4793.450684
	Iteration 19Q: 3 clusters Score -2230554 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -2230618.250000 Penalty: 4793.450684
	Iteration 20F: 3 clusters Score -2230618 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -2230660.000000 Penalty: 4793.450684
	Iteration 21Q: 3 clusters Score -2230660 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -2230702.250000 Penalty: 4793.450684
	Iteration 22Q: 3 clusters Score -2230702 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -2230735.750000 Penalty: 4793.450684
	Iteration 23Q: 3 clusters Score -2230736 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -2230776.000000 Penalty: 4793.450684
	Iteration 24Q: 3 clusters Score -2230776 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -2230814.750000 Penalty: 4793.450684
	Iteration 25Q: 3 clusters Score -2230815 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2230858.000000 Penalty: 4793.450684
	Iteration 26Q: 3 clusters Score -2230858 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2230912.750000 Penalty: 4793.450684
	Iteration 27Q: 3 clusters Score -2230913 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2230948.250000 Penalty: 4793.450684
	Iteration 28Q: 3 clusters Score -2230948 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2230977.000000 Penalty: 4793.450684
	Iteration 29Q: 3 clusters Score -2230977 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2231009.750000 Penalty: 4793.450684
	Iteration 30Q: 3 clusters Score -2231010 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2231041.000000 Penalty: 4793.450684
	Iteration 31Q: 3 clusters Score -2231041 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2231062.250000 Penalty: 4793.450684
	Iteration 32Q: 3 clusters Score -2231062 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2231087.500000 Penalty: 4793.450684
	Iteration 33Q: 3 clusters Score -2231088 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2231113.000000 Penalty: 4793.450684
	Iteration 34Q: 3 clusters Score -2231113 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2231132.000000 Penalty: 4793.450684
	Iteration 35Q: 3 clusters Score -2231132 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2231139.000000 Penalty: 4793.450684
	Iteration 36Q: 3 clusters Score -2231139 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2231152.000000 Penalty: 4793.450684
	Iteration 37Q: 3 clusters Score -2231152 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2231163.000000 Penalty: 4793.450684
	Iteration 38Q: 3 clusters Score -2231163 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2231178.250000 Penalty: 4793.450684
	Iteration 39Q: 3 clusters Score -2231178 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2231184.250000 Penalty: 4793.450684
	Iteration 40F: 3 clusters Score -2231184 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2231195.250000 Penalty: 4793.450684
	Iteration 41Q: 3 clusters Score -2231195 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2231205.000000 Penalty: 4793.450684
	Iteration 42Q: 3 clusters Score -2231205 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2231221.500000 Penalty: 4793.450684
	Iteration 43Q: 3 clusters Score -2231222 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2231228.000000 Penalty: 4793.450684
	Iteration 44Q: 3 clusters Score -2231228 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2231237.250000 Penalty: 4793.450684
	Iteration 45Q: 3 clusters Score -2231237 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2231244.000000 Penalty: 4793.450684
	Iteration 46Q: 3 clusters Score -2231244 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2231251.250000 Penalty: 4793.450684
	Iteration 47Q: 3 clusters Score -2231251 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2231263.250000 Penalty: 4793.450684
	Iteration 48Q: 3 clusters Score -2231263 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2231278.000000 Penalty: 4793.450684
	Iteration 49Q: 3 clusters Score -2231278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2231277.500000 Penalty: 4793.450684
	Iteration 50Q: 3 clusters Score -2231278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2231281.500000 Penalty: 4793.450684
	Iteration 51Q: 3 clusters Score -2231282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2231287.750000 Penalty: 4793.450684
	Iteration 52Q: 3 clusters Score -2231288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2231292.500000 Penalty: 4793.450684
	Iteration 53Q: 3 clusters Score -2231292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2231301.500000 Penalty: 4793.450684
	Iteration 54Q: 3 clusters Score -2231302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2231308.000000 Penalty: 4793.450684
	Iteration 55Q: 3 clusters Score -2231308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2231310.750000 Penalty: 4793.450684
	Iteration 56Q: 3 clusters Score -2231311 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2231319.250000 Penalty: 4793.450684
	Iteration 57Q: 3 clusters Score -2231319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2231318.000000 Penalty: 4793.450684
	Iteration 58Q: 3 clusters Score -2231318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2231322.500000 Penalty: 4793.450684
	Iteration 59Q: 3 clusters Score -2231322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2231323.500000 Penalty: 4793.450684
	Iteration 60F: 3 clusters Score -2231324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2231327.250000 Penalty: 4793.450684
	Iteration 61Q: 3 clusters Score -2231327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2231333.250000 Penalty: 4793.450684
	Iteration 62Q: 3 clusters Score -2231333 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2231339.250000 Penalty: 4793.450684
	Iteration 63Q: 3 clusters Score -2231339 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2231342.500000 Penalty: 4793.450684
	Iteration 64Q: 3 clusters Score -2231342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2231358.000000 Penalty: 4793.450684
	Iteration 65Q: 3 clusters Score -2231358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2231361.500000 Penalty: 4793.450684
	Iteration 66Q: 3 clusters Score -2231362 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2231367.250000 Penalty: 4793.450684
	Iteration 67Q: 3 clusters Score -2231367 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2231371.250000 Penalty: 4793.450684
	Iteration 68Q: 3 clusters Score -2231371 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2231383.500000 Penalty: 4793.450684
	Iteration 69Q: 3 clusters Score -2231384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2231387.250000 Penalty: 4793.450684
	Iteration 70Q: 3 clusters Score -2231387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2231390.500000 Penalty: 4793.450684
	Iteration 71Q: 3 clusters Score -2231390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2231397.500000 Penalty: 4793.450684
	Iteration 72Q: 3 clusters Score -2231398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2231402.000000 Penalty: 4793.450684
	Iteration 73Q: 3 clusters Score -2231402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2231403.750000 Penalty: 4793.450684
	Iteration 74Q: 3 clusters Score -2231404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2231409.750000 Penalty: 4793.450684
	Iteration 75Q: 3 clusters Score -2231410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2231407.500000 Penalty: 4793.450684
	Iteration 76Q: 3 clusters Score -2231408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2231412.750000 Penalty: 4793.450684
	Iteration 77Q: 3 clusters Score -2231413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2231414.000000 Penalty: 4793.450684
	Iteration 78Q: 3 clusters Score -2231414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2231414.250000 Penalty: 4793.450684
	Iteration 79Q: 3 clusters Score -2231414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2231417.500000 Penalty: 4793.450684
	Iteration 80F: 3 clusters Score -2231418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2231418.000000 Penalty: 4793.450684
	Iteration 81Q: 3 clusters Score -2231418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2231419.500000 Penalty: 4793.450684
	Iteration 82Q: 3 clusters Score -2231420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2231418.750000 Penalty: 4793.450684
	Iteration 83Q: 3 clusters Score -2231419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2231421.500000 Penalty: 4793.450684
	Iteration 84Q: 3 clusters Score -2231422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2231427.500000 Penalty: 4793.450684
	Iteration 85Q: 3 clusters Score -2231428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2231431.250000 Penalty: 4793.450684
	Iteration 86Q: 3 clusters Score -2231431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2231435.250000 Penalty: 4793.450684
	Iteration 87Q: 3 clusters Score -2231435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2231433.000000 Penalty: 4793.450684
	Iteration 88Q: 3 clusters Score -2231433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2231437.750000 Penalty: 4793.450684
	Iteration 89Q: 3 clusters Score -2231438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2231441.750000 Penalty: 4793.450684
	Iteration 90Q: 3 clusters Score -2231442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2231442.750000 Penalty: 4793.450684
	Iteration 91Q: 3 clusters Score -2231443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2231445.250000 Penalty: 4793.450684
	Iteration 92Q: 3 clusters Score -2231445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2231447.500000 Penalty: 4793.450684
	Iteration 93Q: 3 clusters Score -2231448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2231445.250000 Penalty: 4793.450684
	Iteration 94Q: 3 clusters Score -2231445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2231447.500000 Penalty: 4793.450684
	Iteration 95Q: 3 clusters Score -2231448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2231451.750000 Penalty: 4793.450684
	Iteration 96Q: 3 clusters Score -2231452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2231451.250000 Penalty: 4793.450684
	Iteration 97Q: 3 clusters Score -2231451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2231453.500000 Penalty: 4793.450684
	Iteration 98Q: 3 clusters Score -2231454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2231455.750000 Penalty: 4793.450684
	Iteration 99Q: 3 clusters Score -2231456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2231457.500000 Penalty: 4793.450684
	Iteration 100F: 3 clusters Score -2231458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2231458.250000 Penalty: 4793.450684
	Iteration 101Q: 3 clusters Score -2231458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2231459.750000 Penalty: 4793.450684
	Iteration 102Q: 3 clusters Score -2231460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2231467.250000 Penalty: 4793.450684
	Iteration 103Q: 3 clusters Score -2231467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2231468.000000 Penalty: 4793.450684
	Iteration 104Q: 3 clusters Score -2231468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2231474.250000 Penalty: 4793.450684
	Iteration 105Q: 3 clusters Score -2231474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2231475.750000 Penalty: 4793.450684
	Iteration 106Q: 3 clusters Score -2231476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2231480.000000 Penalty: 4793.450684
	Iteration 107Q: 3 clusters Score -2231480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2231479.250000 Penalty: 4793.450684
	Iteration 108Q: 3 clusters Score -2231479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2231481.750000 Penalty: 4793.450684
	Iteration 109Q: 3 clusters Score -2231482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2231483.000000 Penalty: 4793.450684
	Iteration 110Q: 3 clusters Score -2231483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2231482.500000 Penalty: 4793.450684
	Iteration 111Q: 3 clusters Score -2231482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2231486.750000 Penalty: 4793.450684
	Iteration 112Q: 3 clusters Score -2231487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2231486.500000 Penalty: 4793.450684
	Iteration 113Q: 3 clusters Score -2231486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2231495.750000 Penalty: 4793.450684
	Iteration 114Q: 3 clusters Score -2231496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2231497.500000 Penalty: 4793.450684
	Iteration 115Q: 3 clusters Score -2231498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2231502.500000 Penalty: 4793.450684
	Iteration 116Q: 3 clusters Score -2231502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2231503.250000 Penalty: 4793.450684
	Iteration 117Q: 3 clusters Score -2231503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2231502.000000 Penalty: 4793.450684
	Iteration 118Q: 3 clusters Score -2231502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2231502.500000 Penalty: 4793.450684
	Iteration 119Q: 3 clusters Score -2231502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2231506.500000 Penalty: 4793.450684
	Iteration 120F: 3 clusters Score -2231506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2231506.750000 Penalty: 4793.450684
	Iteration 121Q: 3 clusters Score -2231507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2231508.250000 Penalty: 4793.450684
	Iteration 122Q: 3 clusters Score -2231508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2231511.250000 Penalty: 4793.450684
	Iteration 123Q: 3 clusters Score -2231511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2231512.000000 Penalty: 4793.450684
	Iteration 124Q: 3 clusters Score -2231512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2231512.000000 Penalty: 4793.450684
	Iteration 125F: 3 clusters Score -2231512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -49710.195312 Penalty: 1520.004517
	Iteration 0F: 2 clusters Score -49710.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -48306.800781 Penalty: 3040.009033
	Iteration 0F: 3 clusters Score -48306.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -48537.750000 Penalty: 3040.009033
	Iteration 1F: 3 clusters Score -48537.75 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -48666.976562 Penalty: 3040.009033
	Iteration 2F: 3 clusters Score -48666.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -48809.968750 Penalty: 3040.009033
	Iteration 3F: 3 clusters Score -48809.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -48903.203125 Penalty: 3040.009033
	Iteration 4Q: 3 clusters Score -48903.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -48999.964844 Penalty: 3040.009033
	Iteration 5Q: 3 clusters Score -48999.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -49052.769531 Penalty: 3040.009033
	Iteration 6Q: 3 clusters Score -49052.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -49070.242188 Penalty: 3040.009033
	Iteration 7Q: 3 clusters Score -49070.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -49091.804688 Penalty: 3040.009033
	Iteration 8Q: 3 clusters Score -49091.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -49099.867188 Penalty: 3040.009033
	Iteration 9Q: 3 clusters Score -49099.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -49105.476562 Penalty: 3040.009033
	Iteration 10Q: 3 clusters Score -49105.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -49111.308594 Penalty: 3040.009033
	Iteration 11Q: 3 clusters Score -49111.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -49116.363281 Penalty: 3040.009033
	Iteration 12Q: 3 clusters Score -49116.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -49119.097656 Penalty: 3040.009033
	Iteration 13Q: 3 clusters Score -49119.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -49119.097656 Penalty: 3040.009033
	Iteration 14F: 3 clusters Score -49119.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Entering Unmasked Estep 
Score: -242866.796875 Penalty: 1848.195801
	Iteration 0F: 2 clusters Score -242866.8 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 887 members 
Entering Unmasked Estep 
Score: -240441.671875 Penalty: 3696.391602
	Iteration 0F: 3 clusters Score -240441.7 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -240840.953125 Penalty: 3696.391602
	Iteration 1F: 3 clusters Score -240841 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -240938.109375 Penalty: 3696.391602
	Iteration 2F: 3 clusters Score -240938.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -240986.625000 Penalty: 3696.391602
	Iteration 3Q: 3 clusters Score -240986.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -241024.062500 Penalty: 3696.391602
	Iteration 4Q: 3 clusters Score -241024.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -241066.296875 Penalty: 3696.391602
	Iteration 5Q: 3 clusters Score -241066.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -241103.984375 Penalty: 3696.391602
	Iteration 6Q: 3 clusters Score -241104 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -241124.265625 Penalty: 3696.391602
	Iteration 7Q: 3 clusters Score -241124.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -241141.953125 Penalty: 3696.391602
	Iteration 8Q: 3 clusters Score -241142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -241156.000000 Penalty: 3696.391602
	Iteration 9Q: 3 clusters Score -241156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -241167.187500 Penalty: 3696.391602
	Iteration 10Q: 3 clusters Score -241167.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -241175.218750 Penalty: 3696.391602
	Iteration 11Q: 3 clusters Score -241175.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -241183.781250 Penalty: 3696.391602
	Iteration 12Q: 3 clusters Score -241183.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -241185.781250 Penalty: 3696.391602
	Iteration 13Q: 3 clusters Score -241185.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -241186.140625 Penalty: 3696.391602
	Iteration 14Q: 3 clusters Score -241186.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -241186.468750 Penalty: 3696.391602
	Iteration 15Q: 3 clusters Score -241186.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -241186.468750 Penalty: 3696.391602
	Iteration 16F: 3 clusters Score -241186.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Entering Unmasked Estep 
Score: -2461654.250000 Penalty: 2422.097412
	Iteration 0F: 2 clusters Score -2461654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -2449249.500000 Penalty: 4844.194824
	Iteration 0F: 3 clusters Score -2449250 nChanged 7645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2453289.750000 Penalty: 4844.194824
	Iteration 1F: 3 clusters Score -2453290 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2453661.250000 Penalty: 4844.194824
	Iteration 2F: 3 clusters Score -2453661 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -2453959.250000 Penalty: 4844.194824
	Iteration 3Q: 3 clusters Score -2453959 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2454167.750000 Penalty: 4844.194824
	Iteration 4Q: 3 clusters Score -2454168 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -2454359.750000 Penalty: 4844.194824
	Iteration 5Q: 3 clusters Score -2454360 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -2454549.250000 Penalty: 4844.194824
	Iteration 6Q: 3 clusters Score -2454549 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -2454729.500000 Penalty: 4844.194824
	Iteration 7Q: 3 clusters Score -2454730 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -2454923.000000 Penalty: 4844.194824
	Iteration 8Q: 3 clusters Score -2454923 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2455101.750000 Penalty: 4844.194824
	Iteration 9Q: 3 clusters Score -2455102 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2455305.250000 Penalty: 4844.194824
	Iteration 10Q: 3 clusters Score -2455305 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -2455588.750000 Penalty: 4844.194824
	Iteration 11Q: 3 clusters Score -2455589 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -2455923.000000 Penalty: 4844.194824
	Iteration 12Q: 3 clusters Score -2455923 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2456308.750000 Penalty: 4844.194824
	Iteration 13Q: 3 clusters Score -2456309 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -2456677.500000 Penalty: 4844.194824
	Iteration 14Q: 3 clusters Score -2456678 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2456944.750000 Penalty: 4844.194824
	Iteration 15Q: 3 clusters Score -2456945 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -2457147.750000 Penalty: 4844.194824
	Iteration 16Q: 3 clusters Score -2457148 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -2457284.000000 Penalty: 4844.194824
	Iteration 17Q: 3 clusters Score -2457284 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -2457356.750000 Penalty: 4844.194824
	Iteration 18Q: 3 clusters Score -2457357 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -2457416.250000 Penalty: 4844.194824
	Iteration 19Q: 3 clusters Score -2457416 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -2457455.000000 Penalty: 4844.194824
	Iteration 20F: 3 clusters Score -2457455 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -2457515.500000 Penalty: 4844.194824
	Iteration 21Q: 3 clusters Score -2457516 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -2457553.250000 Penalty: 4844.194824
	Iteration 22Q: 3 clusters Score -2457553 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2457586.750000 Penalty: 4844.194824
	Iteration 23Q: 3 clusters Score -2457587 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -2457607.500000 Penalty: 4844.194824
	Iteration 24Q: 3 clusters Score -2457608 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -2457623.250000 Penalty: 4844.194824
	Iteration 25Q: 3 clusters Score -2457623 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -2457643.500000 Penalty: 4844.194824
	Iteration 26Q: 3 clusters Score -2457644 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2457654.000000 Penalty: 4844.194824
	Iteration 27Q: 3 clusters Score -2457654 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -2457669.250000 Penalty: 4844.194824
	Iteration 28Q: 3 clusters Score -2457669 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -2457687.500000 Penalty: 4844.194824
	Iteration 29Q: 3 clusters Score -2457688 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -2457699.750000 Penalty: 4844.194824
	Iteration 30Q: 3 clusters Score -2457700 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -2457737.750000 Penalty: 4844.194824
	Iteration 31Q: 3 clusters Score -2457738 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -2457761.250000 Penalty: 4844.194824
	Iteration 32Q: 3 clusters Score -2457761 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -2457806.500000 Penalty: 4844.194824
	Iteration 33Q: 3 clusters Score -2457806 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2457839.000000 Penalty: 4844.194824
	Iteration 34Q: 3 clusters Score -2457839 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -2457874.000000 Penalty: 4844.194824
	Iteration 35Q: 3 clusters Score -2457874 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2457905.250000 Penalty: 4844.194824
	Iteration 36Q: 3 clusters Score -2457905 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -2457940.250000 Penalty: 4844.194824
	Iteration 37Q: 3 clusters Score -2457940 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -2457978.000000 Penalty: 4844.194824
	Iteration 38Q: 3 clusters Score -2457978 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -2458021.000000 Penalty: 4844.194824
	Iteration 39Q: 3 clusters Score -2458021 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2458051.500000 Penalty: 4844.194824
	Iteration 40F: 3 clusters Score -2458052 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -2458086.750000 Penalty: 4844.194824
	Iteration 41Q: 3 clusters Score -2458087 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -2458129.750000 Penalty: 4844.194824
	Iteration 42Q: 3 clusters Score -2458130 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -2458172.250000 Penalty: 4844.194824
	Iteration 43Q: 3 clusters Score -2458172 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -2458205.250000 Penalty: 4844.194824
	Iteration 44Q: 3 clusters Score -2458205 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2458249.250000 Penalty: 4844.194824
	Iteration 45Q: 3 clusters Score -2458249 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -2458317.500000 Penalty: 4844.194824
	Iteration 46Q: 3 clusters Score -2458318 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -2458405.500000 Penalty: 4844.194824
	Iteration 47Q: 3 clusters Score -2458406 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -2458477.250000 Penalty: 4844.194824
	Iteration 48Q: 3 clusters Score -2458477 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -2458543.500000 Penalty: 4844.194824
	Iteration 49Q: 3 clusters Score -2458544 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -2458613.750000 Penalty: 4844.194824
	Iteration 50Q: 3 clusters Score -2458614 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -2458664.750000 Penalty: 4844.194824
	Iteration 51Q: 3 clusters Score -2458665 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -2458716.500000 Penalty: 4844.194824
	Iteration 52Q: 3 clusters Score -2458716 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -2458770.500000 Penalty: 4844.194824
	Iteration 53Q: 3 clusters Score -2458770 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -2458822.500000 Penalty: 4844.194824
	Iteration 54Q: 3 clusters Score -2458822 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -2458879.000000 Penalty: 4844.194824
	Iteration 55Q: 3 clusters Score -2458879 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -2458936.250000 Penalty: 4844.194824
	Iteration 56Q: 3 clusters Score -2458936 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2458995.500000 Penalty: 4844.194824
	Iteration 57Q: 3 clusters Score -2458996 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -2459044.000000 Penalty: 4844.194824
	Iteration 58Q: 3 clusters Score -2459044 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -2459098.000000 Penalty: 4844.194824
	Iteration 59Q: 3 clusters Score -2459098 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -2459134.250000 Penalty: 4844.194824
	Iteration 60F: 3 clusters Score -2459134 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -2459177.750000 Penalty: 4844.194824
	Iteration 61Q: 3 clusters Score -2459178 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -2459225.250000 Penalty: 4844.194824
	Iteration 62Q: 3 clusters Score -2459225 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -2459282.000000 Penalty: 4844.194824
	Iteration 63Q: 3 clusters Score -2459282 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -2459320.250000 Penalty: 4844.194824
	Iteration 64Q: 3 clusters Score -2459320 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -2459347.250000 Penalty: 4844.194824
	Iteration 65Q: 3 clusters Score -2459347 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2459364.000000 Penalty: 4844.194824
	Iteration 66Q: 3 clusters Score -2459364 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -2459390.000000 Penalty: 4844.194824
	Iteration 67Q: 3 clusters Score -2459390 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -2459404.500000 Penalty: 4844.194824
	Iteration 68Q: 3 clusters Score -2459404 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -2459415.250000 Penalty: 4844.194824
	Iteration 69Q: 3 clusters Score -2459415 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -2459419.750000 Penalty: 4844.194824
	Iteration 70Q: 3 clusters Score -2459420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2459433.500000 Penalty: 4844.194824
	Iteration 71Q: 3 clusters Score -2459434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -2459444.750000 Penalty: 4844.194824
	Iteration 72Q: 3 clusters Score -2459445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -2459450.250000 Penalty: 4844.194824
	Iteration 73Q: 3 clusters Score -2459450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -2459456.000000 Penalty: 4844.194824
	Iteration 74Q: 3 clusters Score -2459456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -2459462.250000 Penalty: 4844.194824
	Iteration 75Q: 3 clusters Score -2459462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -2459469.500000 Penalty: 4844.194824
	Iteration 76Q: 3 clusters Score -2459470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -2459472.500000 Penalty: 4844.194824
	Iteration 77Q: 3 clusters Score -2459472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -2459479.000000 Penalty: 4844.194824
	Iteration 78Q: 3 clusters Score -2459479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -2459478.750000 Penalty: 4844.194824
	Iteration 79Q: 3 clusters Score -2459479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2459482.000000 Penalty: 4844.194824
	Iteration 80F: 3 clusters Score -2459482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2459483.250000 Penalty: 4844.194824
	Iteration 81Q: 3 clusters Score -2459483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -2459485.750000 Penalty: 4844.194824
	Iteration 82Q: 3 clusters Score -2459486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -2459489.250000 Penalty: 4844.194824
	Iteration 83Q: 3 clusters Score -2459489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -2459491.250000 Penalty: 4844.194824
	Iteration 84Q: 3 clusters Score -2459491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -2459493.750000 Penalty: 4844.194824
	Iteration 85Q: 3 clusters Score -2459494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -2459494.500000 Penalty: 4844.194824
	Iteration 86Q: 3 clusters Score -2459494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -2459495.750000 Penalty: 4844.194824
	Iteration 87Q: 3 clusters Score -2459496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2459498.000000 Penalty: 4844.194824
	Iteration 88Q: 3 clusters Score -2459498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -2459506.500000 Penalty: 4844.194824
	Iteration 89Q: 3 clusters Score -2459506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -2459520.000000 Penalty: 4844.194824
	Iteration 90Q: 3 clusters Score -2459520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -2459521.500000 Penalty: 4844.194824
	Iteration 91Q: 3 clusters Score -2459522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -2459525.000000 Penalty: 4844.194824
	Iteration 92Q: 3 clusters Score -2459525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2459525.500000 Penalty: 4844.194824
	Iteration 93Q: 3 clusters Score -2459526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2459526.500000 Penalty: 4844.194824
	Iteration 94Q: 3 clusters Score -2459526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2459528.250000 Penalty: 4844.194824
	Iteration 95Q: 3 clusters Score -2459528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2459528.250000 Penalty: 4844.194824
	Iteration 96F: 3 clusters Score -2459528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -51199.085938 Penalty: 1514.541626
	Iteration 0F: 2 clusters Score -51199.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -49747.671875 Penalty: 3029.083252
	Iteration 0F: 3 clusters Score -49747.67 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -50033.164062 Penalty: 3029.083252
	Iteration 1F: 3 clusters Score -50033.16 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -50153.308594 Penalty: 3029.083252
	Iteration 2F: 3 clusters Score -50153.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50274.714844 Penalty: 3029.083252
	Iteration 3Q: 3 clusters Score -50274.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -50388.859375 Penalty: 3029.083252
	Iteration 4Q: 3 clusters Score -50388.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50490.933594 Penalty: 3029.083252
	Iteration 5Q: 3 clusters Score -50490.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50547.191406 Penalty: 3029.083252
	Iteration 6Q: 3 clusters Score -50547.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50568.273438 Penalty: 3029.083252
	Iteration 7Q: 3 clusters Score -50568.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50610.550781 Penalty: 3029.083252
	Iteration 8Q: 3 clusters Score -50610.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -50642.140625 Penalty: 3029.083252
	Iteration 9Q: 3 clusters Score -50642.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -50652.031250 Penalty: 3029.083252
	Iteration 10Q: 3 clusters Score -50652.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50656.609375 Penalty: 3029.083252
	Iteration 11Q: 3 clusters Score -50656.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50657.839844 Penalty: 3029.083252
	Iteration 12F: 3 clusters Score -50657.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -50674.027344 Penalty: 3029.083252
	Iteration 13Q: 3 clusters Score -50674.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50679.101562 Penalty: 3029.083252
	Iteration 14Q: 3 clusters Score -50679.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50679.750000 Penalty: 3029.083252
	Iteration 15F: 3 clusters Score -50679.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50691.417969 Penalty: 3029.083252
	Iteration 16Q: 3 clusters Score -50691.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50697.636719 Penalty: 3029.083252
	Iteration 17Q: 3 clusters Score -50697.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50700.824219 Penalty: 3029.083252
	Iteration 18Q: 3 clusters Score -50700.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50700.824219 Penalty: 3029.083252
	Iteration 19F: 3 clusters Score -50700.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (66209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66209 members 
Entering Unmasked Estep 
Score: -9319173.000000 Penalty: 2752.941650
	Iteration 0F: 2 clusters Score -9319173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -9274623.000000 Penalty: 5505.883301
	Iteration 0F: 3 clusters Score -9274623 nChanged 30796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -9291597.000000 Penalty: 5505.883301
	Iteration 1F: 3 clusters Score -9291597 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -9292230.000000 Penalty: 5505.883301
	Iteration 2Q: 3 clusters Score -9292230 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -9293049.000000 Penalty: 5505.883301
	Iteration 3Q: 3 clusters Score -9293049 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 38568 members 
Entering Unmasked Estep 
Score: -9294161.000000 Penalty: 5505.883301
	Iteration 4Q: 3 clusters Score -9294161 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 41044 members 
Entering Unmasked Estep 
Score: -9295861.000000 Penalty: 5505.883301
	Iteration 5Q: 3 clusters Score -9295861 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -9298357.000000 Penalty: 5505.883301
	Iteration 6F: 3 clusters Score -9298357 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 48264 members 
Entering Unmasked Estep 
Score: -9301529.000000 Penalty: 5505.883301
	Iteration 7F: 3 clusters Score -9301529 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 52814 members 
Entering Unmasked Estep 
Score: -9305387.000000 Penalty: 5505.883301
	Iteration 8F: 3 clusters Score -9305387 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 57332 members 
Entering Unmasked Estep 
Score: -9309310.000000 Penalty: 5505.883301
	Iteration 9F: 3 clusters Score -9309310 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 61063 members 
Entering Unmasked Estep 
Score: -9312592.000000 Penalty: 5505.883301
	Iteration 10F: 3 clusters Score -9312592 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 63489 members 
Entering Unmasked Estep 
Score: -9314697.000000 Penalty: 5505.883301
	Iteration 11Q: 3 clusters Score -9314697 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 64726 members 
Entering Unmasked Estep 
Score: -9315769.000000 Penalty: 5505.883301
	Iteration 12Q: 3 clusters Score -9315769 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 65280 members 
Entering Unmasked Estep 
Score: -9316266.000000 Penalty: 5505.883301
	Iteration 13Q: 3 clusters Score -9316266 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 65508 members 
Entering Unmasked Estep 
Score: -9316460.000000 Penalty: 5505.883301
	Iteration 14Q: 3 clusters Score -9316460 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 65619 members 
Entering Unmasked Estep 
Score: -9316566.000000 Penalty: 5505.883301
	Iteration 15Q: 3 clusters Score -9316566 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 65692 members 
Entering Unmasked Estep 
Score: -9316636.000000 Penalty: 5505.883301
	Iteration 16Q: 3 clusters Score -9316636 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 65731 members 
Entering Unmasked Estep 
Score: -9316668.000000 Penalty: 5505.883301
	Iteration 17Q: 3 clusters Score -9316668 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 65760 members 
Entering Unmasked Estep 
Score: -9316710.000000 Penalty: 5505.883301
	Iteration 18Q: 3 clusters Score -9316710 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 65780 members 
Entering Unmasked Estep 
Score: -9316729.000000 Penalty: 5505.883301
	Iteration 19Q: 3 clusters Score -9316729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 65793 members 
Entering Unmasked Estep 
Score: -9316734.000000 Penalty: 5505.883301
	Iteration 20F: 3 clusters Score -9316734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 65800 members 
Entering Unmasked Estep 
Score: -9316746.000000 Penalty: 5505.883301
	Iteration 21Q: 3 clusters Score -9316746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 65807 members 
Entering Unmasked Estep 
Score: -9316747.000000 Penalty: 5505.883301
	Iteration 22Q: 3 clusters Score -9316747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 65811 members 
Entering Unmasked Estep 
Score: -9316750.000000 Penalty: 5505.883301
	Iteration 23Q: 3 clusters Score -9316750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 65814 members 
Entering Unmasked Estep 
Score: -9316751.000000 Penalty: 5505.883301
	Iteration 24Q: 3 clusters Score -9316751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 65816 members 
Entering Unmasked Estep 
Score: -9316766.000000 Penalty: 5505.883301
	Iteration 25Q: 3 clusters Score -9316766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 65820 members 
Entering Unmasked Estep 
Score: -9316766.000000 Penalty: 5505.883301
	Iteration 26Q: 3 clusters Score -9316766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 65825 members 
Entering Unmasked Estep 
Score: -9316774.000000 Penalty: 5505.883301
	Iteration 27Q: 3 clusters Score -9316774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 65829 members 
Entering Unmasked Estep 
Score: -9316778.000000 Penalty: 5505.883301
	Iteration 28Q: 3 clusters Score -9316778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 65829 members 
Entering Unmasked Estep 
Score: -9316783.000000 Penalty: 5505.883301
	Iteration 29Q: 3 clusters Score -9316783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 65831 members 
Entering Unmasked Estep 
Score: -9316783.000000 Penalty: 5505.883301
	Iteration 30Q: 3 clusters Score -9316783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 65832 members 
Entering Unmasked Estep 
Score: -9316789.000000 Penalty: 5505.883301
	Iteration 31Q: 3 clusters Score -9316789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 65837 members 
Entering Unmasked Estep 
Score: -9316794.000000 Penalty: 5505.883301
	Iteration 32Q: 3 clusters Score -9316794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 65839 members 
Entering Unmasked Estep 
Score: -9316800.000000 Penalty: 5505.883301
	Iteration 33Q: 3 clusters Score -9316800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 65842 members 
Entering Unmasked Estep 
Score: -9316801.000000 Penalty: 5505.883301
	Iteration 34Q: 3 clusters Score -9316801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 65843 members 
Entering Unmasked Estep 
Score: -9316801.000000 Penalty: 5505.883301
	Iteration 35Q: 3 clusters Score -9316801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 65845 members 
Entering Unmasked Estep 
Score: -9316801.000000 Penalty: 5505.883301
	Iteration 36Q: 3 clusters Score -9316801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 65846 members 
Entering Unmasked Estep 
Score: -9316807.000000 Penalty: 5505.883301
	Iteration 37Q: 3 clusters Score -9316807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 65847 members 
Entering Unmasked Estep 
Score: -9316805.000000 Penalty: 5505.883301
	Iteration 38Q: 3 clusters Score -9316805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 65847 members 
Entering Unmasked Estep 
Score: -9316809.000000 Penalty: 5505.883301
	Iteration 39Q: 3 clusters Score -9316809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 65848 members 
Entering Unmasked Estep 
Score: -9316814.000000 Penalty: 5505.883301
	Iteration 40F: 3 clusters Score -9316814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Entering Unmasked Estep 
Score: -995370.250000 Penalty: 2207.775391
	Iteration 0F: 2 clusters Score -995370.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -989363.250000 Penalty: 4415.550781
	Iteration 0F: 3 clusters Score -989363.2 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -990970.750000 Penalty: 4415.550781
	Iteration 1F: 3 clusters Score -990970.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -991189.062500 Penalty: 4415.550781
	Iteration 2F: 3 clusters Score -991189.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -991357.312500 Penalty: 4415.550781
	Iteration 3Q: 3 clusters Score -991357.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -991540.500000 Penalty: 4415.550781
	Iteration 4Q: 3 clusters Score -991540.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -991726.500000 Penalty: 4415.550781
	Iteration 5Q: 3 clusters Score -991726.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -991960.062500 Penalty: 4415.550781
	Iteration 6Q: 3 clusters Score -991960.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -992246.687500 Penalty: 4415.550781
	Iteration 7Q: 3 clusters Score -992246.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -992551.062500 Penalty: 4415.550781
	Iteration 8Q: 3 clusters Score -992551.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -992813.687500 Penalty: 4415.550781
	Iteration 9Q: 3 clusters Score -992813.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -993035.937500 Penalty: 4415.550781
	Iteration 10Q: 3 clusters Score -993035.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -993211.375000 Penalty: 4415.550781
	Iteration 11Q: 3 clusters Score -993211.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -993361.937500 Penalty: 4415.550781
	Iteration 12Q: 3 clusters Score -993361.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -993516.375000 Penalty: 4415.550781
	Iteration 13Q: 3 clusters Score -993516.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -993664.500000 Penalty: 4415.550781
	Iteration 14Q: 3 clusters Score -993664.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -993804.875000 Penalty: 4415.550781
	Iteration 15Q: 3 clusters Score -993804.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -993930.250000 Penalty: 4415.550781
	Iteration 16Q: 3 clusters Score -993930.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -994050.562500 Penalty: 4415.550781
	Iteration 17Q: 3 clusters Score -994050.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -994141.375000 Penalty: 4415.550781
	Iteration 18Q: 3 clusters Score -994141.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -994224.000000 Penalty: 4415.550781
	Iteration 19Q: 3 clusters Score -994224 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -994290.687500 Penalty: 4415.550781
	Iteration 20F: 3 clusters Score -994290.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -994343.562500 Penalty: 4415.550781
	Iteration 21Q: 3 clusters Score -994343.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -994390.437500 Penalty: 4415.550781
	Iteration 22Q: 3 clusters Score -994390.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -994442.062500 Penalty: 4415.550781
	Iteration 23Q: 3 clusters Score -994442.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -994485.500000 Penalty: 4415.550781
	Iteration 24Q: 3 clusters Score -994485.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -994536.000000 Penalty: 4415.550781
	Iteration 25Q: 3 clusters Score -994536 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -994611.187500 Penalty: 4415.550781
	Iteration 26Q: 3 clusters Score -994611.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -994677.562500 Penalty: 4415.550781
	Iteration 27Q: 3 clusters Score -994677.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -994720.375000 Penalty: 4415.550781
	Iteration 28Q: 3 clusters Score -994720.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -994752.062500 Penalty: 4415.550781
	Iteration 29Q: 3 clusters Score -994752.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -994765.062500 Penalty: 4415.550781
	Iteration 30Q: 3 clusters Score -994765.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -994774.500000 Penalty: 4415.550781
	Iteration 31Q: 3 clusters Score -994774.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -994777.375000 Penalty: 4415.550781
	Iteration 32Q: 3 clusters Score -994777.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -994780.312500 Penalty: 4415.550781
	Iteration 33Q: 3 clusters Score -994780.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -994781.250000 Penalty: 4415.550781
	Iteration 34Q: 3 clusters Score -994781.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -994781.250000 Penalty: 4415.550781
	Iteration 35Q: 3 clusters Score -994781.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -994781.687500 Penalty: 4415.550781
	Iteration 36Q: 3 clusters Score -994781.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -994782.312500 Penalty: 4415.550781
	Iteration 37Q: 3 clusters Score -994782.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -994782.312500 Penalty: 4415.550781
	Iteration 38F: 3 clusters Score -994782.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (120205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120205 members 
Entering Unmasked Estep 
Score: -17021422.000000 Penalty: 2900.844482
	Iteration 0F: 2 clusters Score -1.702142e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59891 members 
Mstep: Class 2 contains 60314 members 
Entering Unmasked Estep 
Score: -16943890.000000 Penalty: 5801.688965
	Iteration 0F: 3 clusters Score -1.694389e+07 nChanged 57127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56032 members 
Mstep: Class 2 contains 64173 members 
Entering Unmasked Estep 
Score: -16976640.000000 Penalty: 5801.688965
	Iteration 1F: 3 clusters Score -1.697664e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53622 members 
Mstep: Class 2 contains 66583 members 
Entering Unmasked Estep 
Score: -16977928.000000 Penalty: 5801.688965
	Iteration 2Q: 3 clusters Score -1.697793e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49994 members 
Mstep: Class 2 contains 70211 members 
Entering Unmasked Estep 
Score: -16979860.000000 Penalty: 5801.688965
	Iteration 3Q: 3 clusters Score -1.697986e+07 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44532 members 
Mstep: Class 2 contains 75673 members 
Entering Unmasked Estep 
Score: -16983266.000000 Penalty: 5801.688965
	Iteration 4F: 3 clusters Score -1.698327e+07 nChanged 8777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36805 members 
Mstep: Class 2 contains 83400 members 
Entering Unmasked Estep 
Score: -16989038.000000 Penalty: 5801.688965
	Iteration 5F: 3 clusters Score -1.698904e+07 nChanged 10571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 93297 members 
Entering Unmasked Estep 
Score: -16997684.000000 Penalty: 5801.688965
	Iteration 6F: 3 clusters Score -1.699768e+07 nChanged 10263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 103256 members 
Entering Unmasked Estep 
Score: -17007208.000000 Penalty: 5801.688965
	Iteration 7F: 3 clusters Score -1.700721e+07 nChanged 7297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 110425 members 
Entering Unmasked Estep 
Score: -17013852.000000 Penalty: 5801.688965
	Iteration 8F: 3 clusters Score -1.701385e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 114052 members 
Entering Unmasked Estep 
Score: -17017558.000000 Penalty: 5801.688965
	Iteration 9Q: 3 clusters Score -1.701756e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 115554 members 
Entering Unmasked Estep 
Score: -17019092.000000 Penalty: 5801.688965
	Iteration 10Q: 3 clusters Score -1.701909e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 116300 members 
Entering Unmasked Estep 
Score: -17019814.000000 Penalty: 5801.688965
	Iteration 11Q: 3 clusters Score -1.701981e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 116751 members 
Entering Unmasked Estep 
Score: -17020086.000000 Penalty: 5801.688965
	Iteration 12Q: 3 clusters Score -1.702009e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 117093 members 
Entering Unmasked Estep 
Score: -17020234.000000 Penalty: 5801.688965
	Iteration 13Q: 3 clusters Score -1.702023e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 117368 members 
Entering Unmasked Estep 
Score: -17020332.000000 Penalty: 5801.688965
	Iteration 14Q: 3 clusters Score -1.702033e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 117563 members 
Entering Unmasked Estep 
Score: -17020406.000000 Penalty: 5801.688965
	Iteration 15Q: 3 clusters Score -1.702041e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 117712 members 
Entering Unmasked Estep 
Score: -17020404.000000 Penalty: 5801.688965
	Iteration 16Q: 3 clusters Score -1.70204e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 117813 members 
Entering Unmasked Estep 
Score: -17020438.000000 Penalty: 5801.688965
	Iteration 17Q: 3 clusters Score -1.702044e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 117898 members 
Entering Unmasked Estep 
Score: -17020460.000000 Penalty: 5801.688965
	Iteration 18Q: 3 clusters Score -1.702046e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 117963 members 
Entering Unmasked Estep 
Score: -17020450.000000 Penalty: 5801.688965
	Iteration 19Q: 3 clusters Score -1.702045e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 118011 members 
Entering Unmasked Estep 
Score: -17020452.000000 Penalty: 5801.688965
	Iteration 20F: 3 clusters Score -1.702045e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 118057 members 
Entering Unmasked Estep 
Score: -17020480.000000 Penalty: 5801.688965
	Iteration 21Q: 3 clusters Score -1.702048e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 118100 members 
Entering Unmasked Estep 
Score: -17020470.000000 Penalty: 5801.688965
	Iteration 22Q: 3 clusters Score -1.702047e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 118131 members 
Entering Unmasked Estep 
Score: -17020480.000000 Penalty: 5801.688965
	Iteration 23Q: 3 clusters Score -1.702048e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 118153 members 
Entering Unmasked Estep 
Score: -17020474.000000 Penalty: 5801.688965
	Iteration 24Q: 3 clusters Score -1.702047e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 118172 members 
Entering Unmasked Estep 
Score: -17020472.000000 Penalty: 5801.688965
	Iteration 25Q: 3 clusters Score -1.702047e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 118188 members 
Entering Unmasked Estep 
Score: -17020466.000000 Penalty: 5801.688965
	Iteration 26Q: 3 clusters Score -1.702047e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 118204 members 
Entering Unmasked Estep 
Score: -17020458.000000 Penalty: 5801.688965
	Iteration 27Q: 3 clusters Score -1.702046e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 118224 members 
Entering Unmasked Estep 
Score: -17020462.000000 Penalty: 5801.688965
	Iteration 28Q: 3 clusters Score -1.702046e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 118233 members 
Entering Unmasked Estep 
Score: -17020466.000000 Penalty: 5801.688965
	Iteration 29Q: 3 clusters Score -1.702047e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 118243 members 
Entering Unmasked Estep 
Score: -17020474.000000 Penalty: 5801.688965
	Iteration 30Q: 3 clusters Score -1.702047e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 118249 members 
Entering Unmasked Estep 
Score: -17020472.000000 Penalty: 5801.688965
	Iteration 31Q: 3 clusters Score -1.702047e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 118256 members 
Entering Unmasked Estep 
Score: -17020488.000000 Penalty: 5801.688965
	Iteration 32Q: 3 clusters Score -1.702049e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 118263 members 
Entering Unmasked Estep 
Score: -17020472.000000 Penalty: 5801.688965
	Iteration 33Q: 3 clusters Score -1.702047e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 118269 members 
Entering Unmasked Estep 
Score: -17020462.000000 Penalty: 5801.688965
	Iteration 34Q: 3 clusters Score -1.702046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 118272 members 
Entering Unmasked Estep 
Score: -17020456.000000 Penalty: 5801.688965
	Iteration 35Q: 3 clusters Score -1.702046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 118275 members 
Entering Unmasked Estep 
Score: -17020446.000000 Penalty: 5801.688965
	Iteration 36Q: 3 clusters Score -1.702045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 118277 members 
Entering Unmasked Estep 
Score: -17020450.000000 Penalty: 5801.688965
	Iteration 37Q: 3 clusters Score -1.702045e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 118278 members 
Entering Unmasked Estep 
Score: -17020454.000000 Penalty: 5801.688965
	Iteration 38Q: 3 clusters Score -1.702045e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 118278 members 
Entering Unmasked Estep 
Score: -17020454.000000 Penalty: 5801.688965
	Iteration 39F: 3 clusters Score -1.702045e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Entering Unmasked Estep 
Score: -2703073.750000 Penalty: 2443.448730
	Iteration 0F: 2 clusters Score -2703074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2689626.500000 Penalty: 4886.897461
	Iteration 0F: 3 clusters Score -2689626 nChanged 8402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2694021.500000 Penalty: 4886.897461
	Iteration 1F: 3 clusters Score -2694022 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -2694424.750000 Penalty: 4886.897461
	Iteration 2F: 3 clusters Score -2694425 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2694778.500000 Penalty: 4886.897461
	Iteration 3Q: 3 clusters Score -2694778 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -2695050.250000 Penalty: 4886.897461
	Iteration 4Q: 3 clusters Score -2695050 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -2695282.250000 Penalty: 4886.897461
	Iteration 5Q: 3 clusters Score -2695282 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -2695517.000000 Penalty: 4886.897461
	Iteration 6Q: 3 clusters Score -2695517 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -2695766.250000 Penalty: 4886.897461
	Iteration 7Q: 3 clusters Score -2695766 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -2696056.000000 Penalty: 4886.897461
	Iteration 8Q: 3 clusters Score -2696056 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -2696446.250000 Penalty: 4886.897461
	Iteration 9Q: 3 clusters Score -2696446 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -2696982.500000 Penalty: 4886.897461
	Iteration 10Q: 3 clusters Score -2696982 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2697678.750000 Penalty: 4886.897461
	Iteration 11F: 3 clusters Score -2697679 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -2698519.500000 Penalty: 4886.897461
	Iteration 12F: 3 clusters Score -2698520 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -2699507.000000 Penalty: 4886.897461
	Iteration 13F: 3 clusters Score -2699507 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -2700302.000000 Penalty: 4886.897461
	Iteration 14F: 3 clusters Score -2700302 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2700849.500000 Penalty: 4886.897461
	Iteration 15Q: 3 clusters Score -2700850 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -2701221.750000 Penalty: 4886.897461
	Iteration 16Q: 3 clusters Score -2701222 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -2701444.500000 Penalty: 4886.897461
	Iteration 17Q: 3 clusters Score -2701444 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -2701569.250000 Penalty: 4886.897461
	Iteration 18Q: 3 clusters Score -2701569 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -2701654.250000 Penalty: 4886.897461
	Iteration 19Q: 3 clusters Score -2701654 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -2701708.500000 Penalty: 4886.897461
	Iteration 20F: 3 clusters Score -2701708 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -2701747.250000 Penalty: 4886.897461
	Iteration 21Q: 3 clusters Score -2701747 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -2701780.750000 Penalty: 4886.897461
	Iteration 22Q: 3 clusters Score -2701781 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -2701825.250000 Penalty: 4886.897461
	Iteration 23Q: 3 clusters Score -2701825 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -2701855.250000 Penalty: 4886.897461
	Iteration 24Q: 3 clusters Score -2701855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -2701860.750000 Penalty: 4886.897461
	Iteration 25Q: 3 clusters Score -2701861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -2701860.250000 Penalty: 4886.897461
	Iteration 26Q: 3 clusters Score -2701860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -2701861.000000 Penalty: 4886.897461
	Iteration 27Q: 3 clusters Score -2701861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -2701860.500000 Penalty: 4886.897461
	Iteration 28Q: 3 clusters Score -2701860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -2701868.000000 Penalty: 4886.897461
	Iteration 29Q: 3 clusters Score -2701868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -2701870.000000 Penalty: 4886.897461
	Iteration 30Q: 3 clusters Score -2701870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -2701870.000000 Penalty: 4886.897461
	Iteration 31F: 3 clusters Score -2701870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (165093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165093 members 
Entering Unmasked Estep 
Score: -22998420.000000 Penalty: 2979.537598
	Iteration 0F: 2 clusters Score -2.299842e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82352 members 
Mstep: Class 2 contains 82741 members 
Entering Unmasked Estep 
Score: -22893212.000000 Penalty: 5959.075195
	Iteration 0F: 3 clusters Score -2.289321e+07 nChanged 79026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80148 members 
Mstep: Class 2 contains 84945 members 
Entering Unmasked Estep 
Score: -22939062.000000 Penalty: 5959.075195
	Iteration 1F: 3 clusters Score -2.293906e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78611 members 
Mstep: Class 2 contains 86482 members 
Entering Unmasked Estep 
Score: -22940084.000000 Penalty: 5959.075195
	Iteration 2Q: 3 clusters Score -2.294008e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76264 members 
Mstep: Class 2 contains 88829 members 
Entering Unmasked Estep 
Score: -22941370.000000 Penalty: 5959.075195
	Iteration 3Q: 3 clusters Score -2.294137e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72789 members 
Mstep: Class 2 contains 92304 members 
Entering Unmasked Estep 
Score: -22943078.000000 Penalty: 5959.075195
	Iteration 4Q: 3 clusters Score -2.294308e+07 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67563 members 
Mstep: Class 2 contains 97530 members 
Entering Unmasked Estep 
Score: -22945676.000000 Penalty: 5959.075195
	Iteration 5Q: 3 clusters Score -2.294568e+07 nChanged 8751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60012 members 
Mstep: Class 2 contains 105081 members 
Entering Unmasked Estep 
Score: -22950596.000000 Penalty: 5959.075195
	Iteration 6F: 3 clusters Score -2.29506e+07 nChanged 10973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49965 members 
Mstep: Class 2 contains 115128 members 
Entering Unmasked Estep 
Score: -22958004.000000 Penalty: 5959.075195
	Iteration 7F: 3 clusters Score -2.2958e+07 nChanged 12117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 126557 members 
Entering Unmasked Estep 
Score: -22967442.000000 Penalty: 5959.075195
	Iteration 8F: 3 clusters Score -2.296744e+07 nChanged 11195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 137248 members 
Entering Unmasked Estep 
Score: -22976840.000000 Penalty: 5959.075195
	Iteration 9F: 3 clusters Score -2.297684e+07 nChanged 8700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 145616 members 
Entering Unmasked Estep 
Score: -22984342.000000 Penalty: 5959.075195
	Iteration 10F: 3 clusters Score -2.298434e+07 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 151484 members 
Entering Unmasked Estep 
Score: -22989200.000000 Penalty: 5959.075195
	Iteration 11Q: 3 clusters Score -2.29892e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 155524 members 
Entering Unmasked Estep 
Score: -22992424.000000 Penalty: 5959.075195
	Iteration 12Q: 3 clusters Score -2.299242e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 158436 members 
Entering Unmasked Estep 
Score: -22993974.000000 Penalty: 5959.075195
	Iteration 13Q: 3 clusters Score -2.299397e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 160577 members 
Entering Unmasked Estep 
Score: -22994890.000000 Penalty: 5959.075195
	Iteration 14Q: 3 clusters Score -2.299489e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 162025 members 
Entering Unmasked Estep 
Score: -22995450.000000 Penalty: 5959.075195
	Iteration 15Q: 3 clusters Score -2.299545e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 162946 members 
Entering Unmasked Estep 
Score: -22995736.000000 Penalty: 5959.075195
	Iteration 16Q: 3 clusters Score -2.299574e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 163535 members 
Entering Unmasked Estep 
Score: -22995860.000000 Penalty: 5959.075195
	Iteration 17Q: 3 clusters Score -2.299586e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 163932 members 
Entering Unmasked Estep 
Score: -22996022.000000 Penalty: 5959.075195
	Iteration 18Q: 3 clusters Score -2.299602e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 164177 members 
Entering Unmasked Estep 
Score: -22996062.000000 Penalty: 5959.075195
	Iteration 19Q: 3 clusters Score -2.299606e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 164316 members 
Entering Unmasked Estep 
Score: -22996058.000000 Penalty: 5959.075195
	Iteration 20F: 3 clusters Score -2.299606e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 164422 members 
Entering Unmasked Estep 
Score: -22996112.000000 Penalty: 5959.075195
	Iteration 21Q: 3 clusters Score -2.299611e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 164475 members 
Entering Unmasked Estep 
Score: -22996150.000000 Penalty: 5959.075195
	Iteration 22Q: 3 clusters Score -2.299615e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 164521 members 
Entering Unmasked Estep 
Score: -22996118.000000 Penalty: 5959.075195
	Iteration 23Q: 3 clusters Score -2.299612e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 164543 members 
Entering Unmasked Estep 
Score: -22996152.000000 Penalty: 5959.075195
	Iteration 24Q: 3 clusters Score -2.299615e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 164560 members 
Entering Unmasked Estep 
Score: -22996154.000000 Penalty: 5959.075195
	Iteration 25Q: 3 clusters Score -2.299615e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 164576 members 
Entering Unmasked Estep 
Score: -22996154.000000 Penalty: 5959.075195
	Iteration 26Q: 3 clusters Score -2.299615e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 164588 members 
Entering Unmasked Estep 
Score: -22996162.000000 Penalty: 5959.075195
	Iteration 27Q: 3 clusters Score -2.299616e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 164594 members 
Entering Unmasked Estep 
Score: -22996164.000000 Penalty: 5959.075195
	Iteration 28Q: 3 clusters Score -2.299616e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 164598 members 
Entering Unmasked Estep 
Score: -22996158.000000 Penalty: 5959.075195
	Iteration 29Q: 3 clusters Score -2.299616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 164603 members 
Entering Unmasked Estep 
Score: -22996152.000000 Penalty: 5959.075195
	Iteration 30Q: 3 clusters Score -2.299615e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 164609 members 
Entering Unmasked Estep 
Score: -22996160.000000 Penalty: 5959.075195
	Iteration 31Q: 3 clusters Score -2.299616e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 164613 members 
Entering Unmasked Estep 
Score: -22996170.000000 Penalty: 5959.075195
	Iteration 32Q: 3 clusters Score -2.299617e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 164620 members 
Entering Unmasked Estep 
Score: -22996160.000000 Penalty: 5959.075195
	Iteration 33Q: 3 clusters Score -2.299616e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 164626 members 
Entering Unmasked Estep 
Score: -22996154.000000 Penalty: 5959.075195
	Iteration 34Q: 3 clusters Score -2.299615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 164626 members 
Entering Unmasked Estep 
Score: -22996138.000000 Penalty: 5959.075195
	Iteration 35Q: 3 clusters Score -2.299614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 164626 members 
Entering Unmasked Estep 
Score: -22996158.000000 Penalty: 5959.075195
	Iteration 36Q: 3 clusters Score -2.299616e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 164627 members 
Entering Unmasked Estep 
Score: -22996168.000000 Penalty: 5959.075195
	Iteration 37Q: 3 clusters Score -2.299617e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 164627 members 
Entering Unmasked Estep 
Score: -22996168.000000 Penalty: 5959.075195
	Iteration 38F: 3 clusters Score -2.299617e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (170021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170021 members 
Entering Unmasked Estep 
Score: -23954420.000000 Penalty: 2986.832031
	Iteration 0F: 2 clusters Score -2.395442e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84822 members 
Mstep: Class 2 contains 85199 members 
Entering Unmasked Estep 
Score: -23845652.000000 Penalty: 5973.664062
	Iteration 0F: 3 clusters Score -2.384565e+07 nChanged 81503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81591 members 
Mstep: Class 2 contains 88430 members 
Entering Unmasked Estep 
Score: -23893534.000000 Penalty: 5973.664062
	Iteration 1F: 3 clusters Score -2.389353e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80026 members 
Mstep: Class 2 contains 89995 members 
Entering Unmasked Estep 
Score: -23894350.000000 Penalty: 5973.664062
	Iteration 2Q: 3 clusters Score -2.389435e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77778 members 
Mstep: Class 2 contains 92243 members 
Entering Unmasked Estep 
Score: -23895384.000000 Penalty: 5973.664062
	Iteration 3Q: 3 clusters Score -2.389538e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74516 members 
Mstep: Class 2 contains 95505 members 
Entering Unmasked Estep 
Score: -23896658.000000 Penalty: 5973.664062
	Iteration 4Q: 3 clusters Score -2.389666e+07 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69778 members 
Mstep: Class 2 contains 100243 members 
Entering Unmasked Estep 
Score: -23898810.000000 Penalty: 5973.664062
	Iteration 5Q: 3 clusters Score -2.389881e+07 nChanged 7998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63302 members 
Mstep: Class 2 contains 106719 members 
Entering Unmasked Estep 
Score: -23901812.000000 Penalty: 5973.664062
	Iteration 6Q: 3 clusters Score -2.390181e+07 nChanged 9469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54951 members 
Mstep: Class 2 contains 115070 members 
Entering Unmasked Estep 
Score: -23906668.000000 Penalty: 5973.664062
	Iteration 7F: 3 clusters Score -2.390667e+07 nChanged 10688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 124596 members 
Entering Unmasked Estep 
Score: -23913588.000000 Penalty: 5973.664062
	Iteration 8F: 3 clusters Score -2.391359e+07 nChanged 10350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 133468 members 
Entering Unmasked Estep 
Score: -23921172.000000 Penalty: 5973.664062
	Iteration 9F: 3 clusters Score -2.392117e+07 nChanged 8615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 139891 members 
Entering Unmasked Estep 
Score: -23927006.000000 Penalty: 5973.664062
	Iteration 10F: 3 clusters Score -2.392701e+07 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 143959 members 
Entering Unmasked Estep 
Score: -23931106.000000 Penalty: 5973.664062
	Iteration 11Q: 3 clusters Score -2.393111e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 146300 members 
Entering Unmasked Estep 
Score: -23933368.000000 Penalty: 5973.664062
	Iteration 12Q: 3 clusters Score -2.393337e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 147860 members 
Entering Unmasked Estep 
Score: -23934714.000000 Penalty: 5973.664062
	Iteration 13Q: 3 clusters Score -2.393471e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 149039 members 
Entering Unmasked Estep 
Score: -23935534.000000 Penalty: 5973.664062
	Iteration 14Q: 3 clusters Score -2.393553e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 150068 members 
Entering Unmasked Estep 
Score: -23936020.000000 Penalty: 5973.664062
	Iteration 15Q: 3 clusters Score -2.393602e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 150988 members 
Entering Unmasked Estep 
Score: -23936506.000000 Penalty: 5973.664062
	Iteration 16Q: 3 clusters Score -2.393651e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 151877 members 
Entering Unmasked Estep 
Score: -23937202.000000 Penalty: 5973.664062
	Iteration 17Q: 3 clusters Score -2.39372e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 152755 members 
Entering Unmasked Estep 
Score: -23937890.000000 Penalty: 5973.664062
	Iteration 18Q: 3 clusters Score -2.393789e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 153704 members 
Entering Unmasked Estep 
Score: -23938700.000000 Penalty: 5973.664062
	Iteration 19Q: 3 clusters Score -2.39387e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 154703 members 
Entering Unmasked Estep 
Score: -23939612.000000 Penalty: 5973.664062
	Iteration 20F: 3 clusters Score -2.393961e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 155769 members 
Entering Unmasked Estep 
Score: -23940714.000000 Penalty: 5973.664062
	Iteration 21Q: 3 clusters Score -2.394071e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 156841 members 
Entering Unmasked Estep 
Score: -23941920.000000 Penalty: 5973.664062
	Iteration 22Q: 3 clusters Score -2.394192e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 157953 members 
Entering Unmasked Estep 
Score: -23943002.000000 Penalty: 5973.664062
	Iteration 23Q: 3 clusters Score -2.3943e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 159110 members 
Entering Unmasked Estep 
Score: -23944148.000000 Penalty: 5973.664062
	Iteration 24Q: 3 clusters Score -2.394415e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 160290 members 
Entering Unmasked Estep 
Score: -23945130.000000 Penalty: 5973.664062
	Iteration 25Q: 3 clusters Score -2.394513e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 161461 members 
Entering Unmasked Estep 
Score: -23946120.000000 Penalty: 5973.664062
	Iteration 26Q: 3 clusters Score -2.394612e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 162612 members 
Entering Unmasked Estep 
Score: -23947068.000000 Penalty: 5973.664062
	Iteration 27Q: 3 clusters Score -2.394707e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 163719 members 
Entering Unmasked Estep 
Score: -23947948.000000 Penalty: 5973.664062
	Iteration 28Q: 3 clusters Score -2.394795e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 164774 members 
Entering Unmasked Estep 
Score: -23948768.000000 Penalty: 5973.664062
	Iteration 29Q: 3 clusters Score -2.394877e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 165745 members 
Entering Unmasked Estep 
Score: -23949422.000000 Penalty: 5973.664062
	Iteration 30Q: 3 clusters Score -2.394942e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 166534 members 
Entering Unmasked Estep 
Score: -23949932.000000 Penalty: 5973.664062
	Iteration 31Q: 3 clusters Score -2.394993e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 167170 members 
Entering Unmasked Estep 
Score: -23950396.000000 Penalty: 5973.664062
	Iteration 32Q: 3 clusters Score -2.39504e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 167693 members 
Entering Unmasked Estep 
Score: -23950792.000000 Penalty: 5973.664062
	Iteration 33Q: 3 clusters Score -2.395079e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 168106 members 
Entering Unmasked Estep 
Score: -23951110.000000 Penalty: 5973.664062
	Iteration 34Q: 3 clusters Score -2.395111e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 168436 members 
Entering Unmasked Estep 
Score: -23951276.000000 Penalty: 5973.664062
	Iteration 35Q: 3 clusters Score -2.395128e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 168687 members 
Entering Unmasked Estep 
Score: -23951358.000000 Penalty: 5973.664062
	Iteration 36Q: 3 clusters Score -2.395136e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 168846 members 
Entering Unmasked Estep 
Score: -23951464.000000 Penalty: 5973.664062
	Iteration 37Q: 3 clusters Score -2.395146e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 168987 members 
Entering Unmasked Estep 
Score: -23951536.000000 Penalty: 5973.664062
	Iteration 38Q: 3 clusters Score -2.395154e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 169098 members 
Entering Unmasked Estep 
Score: -23951626.000000 Penalty: 5973.664062
	Iteration 39Q: 3 clusters Score -2.395163e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 169187 members 
Entering Unmasked Estep 
Score: -23951696.000000 Penalty: 5973.664062
	Iteration 40F: 3 clusters Score -2.39517e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 169249 members 
Entering Unmasked Estep 
Score: -23951754.000000 Penalty: 5973.664062
	Iteration 41Q: 3 clusters Score -2.395175e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 169298 members 
Entering Unmasked Estep 
Score: -23951794.000000 Penalty: 5973.664062
	Iteration 42Q: 3 clusters Score -2.395179e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 169323 members 
Entering Unmasked Estep 
Score: -23951814.000000 Penalty: 5973.664062
	Iteration 43Q: 3 clusters Score -2.395181e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 169343 members 
Entering Unmasked Estep 
Score: -23951840.000000 Penalty: 5973.664062
	Iteration 44Q: 3 clusters Score -2.395184e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 169344 members 
Entering Unmasked Estep 
Score: -23951834.000000 Penalty: 5973.664062
	Iteration 45Q: 3 clusters Score -2.395183e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 169356 members 
Entering Unmasked Estep 
Score: -23951846.000000 Penalty: 5973.664062
	Iteration 46Q: 3 clusters Score -2.395185e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 169372 members 
Entering Unmasked Estep 
Score: -23951866.000000 Penalty: 5973.664062
	Iteration 47Q: 3 clusters Score -2.395187e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 169376 members 
Entering Unmasked Estep 
Score: -23951876.000000 Penalty: 5973.664062
	Iteration 48Q: 3 clusters Score -2.395188e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 169385 members 
Entering Unmasked Estep 
Score: -23951896.000000 Penalty: 5973.664062
	Iteration 49Q: 3 clusters Score -2.39519e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 169389 members 
Entering Unmasked Estep 
Score: -23951880.000000 Penalty: 5973.664062
	Iteration 50Q: 3 clusters Score -2.395188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 169392 members 
Entering Unmasked Estep 
Score: -23951876.000000 Penalty: 5973.664062
	Iteration 51Q: 3 clusters Score -2.395188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 169396 members 
Entering Unmasked Estep 
Score: -23951888.000000 Penalty: 5973.664062
	Iteration 52Q: 3 clusters Score -2.395189e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 169401 members 
Entering Unmasked Estep 
Score: -23951884.000000 Penalty: 5973.664062
	Iteration 53Q: 3 clusters Score -2.395188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 169402 members 
Entering Unmasked Estep 
Score: -23951880.000000 Penalty: 5973.664062
	Iteration 54Q: 3 clusters Score -2.395188e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 169405 members 
Entering Unmasked Estep 
Score: -23951882.000000 Penalty: 5973.664062
	Iteration 55Q: 3 clusters Score -2.395188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 169411 members 
Entering Unmasked Estep 
Score: -23951884.000000 Penalty: 5973.664062
	Iteration 56Q: 3 clusters Score -2.395188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 169413 members 
Entering Unmasked Estep 
Score: -23951888.000000 Penalty: 5973.664062
	Iteration 57Q: 3 clusters Score -2.395189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 169415 members 
Entering Unmasked Estep 
Score: -23951896.000000 Penalty: 5973.664062
	Iteration 58Q: 3 clusters Score -2.39519e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 169419 members 
Entering Unmasked Estep 
Score: -23951890.000000 Penalty: 5973.664062
	Iteration 59Q: 3 clusters Score -2.395189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 169421 members 
Entering Unmasked Estep 
Score: -23951890.000000 Penalty: 5973.664062
	Iteration 60F: 3 clusters Score -2.395189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 169425 members 
Entering Unmasked Estep 
Score: -23951904.000000 Penalty: 5973.664062
	Iteration 61Q: 3 clusters Score -2.39519e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 169430 members 
Entering Unmasked Estep 
Score: -23951904.000000 Penalty: 5973.664062
	Iteration 62Q: 3 clusters Score -2.39519e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 169436 members 
Entering Unmasked Estep 
Score: -23951912.000000 Penalty: 5973.664062
	Iteration 63Q: 3 clusters Score -2.395191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 169441 members 
Entering Unmasked Estep 
Score: -23951906.000000 Penalty: 5973.664062
	Iteration 64Q: 3 clusters Score -2.395191e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 169447 members 
Entering Unmasked Estep 
Score: -23951898.000000 Penalty: 5973.664062
	Iteration 65Q: 3 clusters Score -2.39519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 169450 members 
Entering Unmasked Estep 
Score: -23951882.000000 Penalty: 5973.664062
	Iteration 66Q: 3 clusters Score -2.395188e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 169450 members 
Entering Unmasked Estep 
Score: -23951882.000000 Penalty: 5973.664062
	Iteration 67F: 3 clusters Score -2.395188e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -62858.054688 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -62858.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -61406.281250 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -61406.28 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -61665.273438 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -61665.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -61765.617188 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -61765.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -61828.777344 Penalty: 3115.076416
	Iteration 3Q: 3 clusters Score -61828.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -61917.527344 Penalty: 3115.076416
	Iteration 4Q: 3 clusters Score -61917.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -62010.468750 Penalty: 3115.076416
	Iteration 5Q: 3 clusters Score -62010.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -62084.199219 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -62084.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -62185.007812 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -62185.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -62239.187500 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -62239.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -62339.921875 Penalty: 3115.076416
	Iteration 9Q: 3 clusters Score -62339.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -62516.484375 Penalty: 3115.076416
	Iteration 10Q: 3 clusters Score -62516.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -62564.648438 Penalty: 3115.076416
	Iteration 11Q: 3 clusters Score -62564.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -62635.613281 Penalty: 3115.076416
	Iteration 12Q: 3 clusters Score -62635.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -62680.429688 Penalty: 3115.076416
	Iteration 13Q: 3 clusters Score -62680.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -62737.398438 Penalty: 3115.076416
	Iteration 14Q: 3 clusters Score -62737.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -62781.621094 Penalty: 3115.076416
	Iteration 15Q: 3 clusters Score -62781.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -62813.171875 Penalty: 3115.076416
	Iteration 16Q: 3 clusters Score -62813.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -62883.210938 Penalty: 3115.076416
	Iteration 17Q: 3 clusters Score -62883.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -62949.226562 Penalty: 3115.076416
	Iteration 18Q: 3 clusters Score -62949.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -62982.183594 Penalty: 3115.076416
	Iteration 19Q: 3 clusters Score -62982.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -63015.035156 Penalty: 3115.076416
	Iteration 20F: 3 clusters Score -63015.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -63037.671875 Penalty: 3115.076416
	Iteration 21Q: 3 clusters Score -63037.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -63069.402344 Penalty: 3115.076416
	Iteration 22Q: 3 clusters Score -63069.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -63143.601562 Penalty: 3115.076416
	Iteration 23Q: 3 clusters Score -63143.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -63307.269531 Penalty: 3115.076416
	Iteration 24Q: 3 clusters Score -63307.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -63516.449219 Penalty: 3115.076416
	Iteration 25Q: 3 clusters Score -63516.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -63571.378906 Penalty: 3115.076416
	Iteration 26Q: 3 clusters Score -63571.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -63771.019531 Penalty: 3115.076416
	Iteration 27Q: 3 clusters Score -63771.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -63866.734375 Penalty: 3115.076416
	Iteration 28Q: 3 clusters Score -63866.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -63866.734375 Penalty: 3115.076416
	Iteration 29F: 3 clusters Score -63866.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151496 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56631 members 
Mstep: Class 9 contains 82653 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16716 members 
Mstep: Class 12 contains 27265 members 
Mstep: Class 13 contains 15744 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17440 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66209 members 
Mstep: Class 19 contains 7349 members 
Mstep: Class 20 contains 120205 members 
Mstep: Class 21 contains 19008 members 
Mstep: Class 22 contains 165093 members 
Mstep: Class 23 contains 170021 members 
Mstep: Class 24 contains 269 members 
Mstep: Class 25 contains 496 members 
Mstep: Class 26 contains 265 members 
Entering Unmasked Estep 
Score: -132694560.000000 Penalty: 88826.445312
Splitting cluster 24 changes total score from -132695496.000000 to -132694560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -56803.230469 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -56803.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -55378.214844 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -55378.21 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -55604.796875 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -55604.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -55708.277344 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -55708.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -55736.226562 Penalty: 3078.461670
	Iteration 3Q: 3 clusters Score -55736.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -55790.113281 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -55790.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -55817.429688 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -55817.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -55860.179688 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -55860.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -55896.011719 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -55896.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -55922.480469 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -55922.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -55945.457031 Penalty: 3078.461670
	Iteration 9Q: 3 clusters Score -55945.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -55965.484375 Penalty: 3078.461670
	Iteration 10Q: 3 clusters Score -55965.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -56011.078125 Penalty: 3078.461670
	Iteration 11Q: 3 clusters Score -56011.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -56066.195312 Penalty: 3078.461670
	Iteration 12Q: 3 clusters Score -56066.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -56113.613281 Penalty: 3078.461670
	Iteration 13Q: 3 clusters Score -56113.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -56157.457031 Penalty: 3078.461670
	Iteration 14Q: 3 clusters Score -56157.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -56195.625000 Penalty: 3078.461670
	Iteration 15Q: 3 clusters Score -56195.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -56227.414062 Penalty: 3078.461670
	Iteration 16Q: 3 clusters Score -56227.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -56244.625000 Penalty: 3078.461670
	Iteration 17Q: 3 clusters Score -56244.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -56283.199219 Penalty: 3078.461670
	Iteration 18Q: 3 clusters Score -56283.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -56319.812500 Penalty: 3078.461670
	Iteration 19Q: 3 clusters Score -56319.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -56328.144531 Penalty: 3078.461670
	Iteration 20F: 3 clusters Score -56328.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -56348.625000 Penalty: 3078.461670
	Iteration 21Q: 3 clusters Score -56348.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -56405.230469 Penalty: 3078.461670
	Iteration 22Q: 3 clusters Score -56405.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -56483.863281 Penalty: 3078.461670
	Iteration 23Q: 3 clusters Score -56483.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -56552.347656 Penalty: 3078.461670
	Iteration 24Q: 3 clusters Score -56552.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -56578.066406 Penalty: 3078.461670
	Iteration 25Q: 3 clusters Score -56578.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -56587.519531 Penalty: 3078.461670
	Iteration 26Q: 3 clusters Score -56587.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -56609.167969 Penalty: 3078.461670
	Iteration 27Q: 3 clusters Score -56609.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -56613.734375 Penalty: 3078.461670
	Iteration 28Q: 3 clusters Score -56613.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -56613.734375 Penalty: 3078.461670
	Iteration 29F: 3 clusters Score -56613.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151496 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56631 members 
Mstep: Class 9 contains 82653 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16716 members 
Mstep: Class 12 contains 27265 members 
Mstep: Class 13 contains 15744 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17440 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66209 members 
Mstep: Class 19 contains 7349 members 
Mstep: Class 20 contains 120205 members 
Mstep: Class 21 contains 19008 members 
Mstep: Class 22 contains 165093 members 
Mstep: Class 23 contains 170021 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695488.000000 Penalty: 85410.039062
Iteration 399Q: 26 clusters Score -1.326955e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151498 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56636 members 
Mstep: Class 9 contains 82651 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16715 members 
Mstep: Class 12 contains 27268 members 
Mstep: Class 13 contains 15744 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17440 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66209 members 
Mstep: Class 19 contains 7349 members 
Mstep: Class 20 contains 120199 members 
Mstep: Class 21 contains 19010 members 
Mstep: Class 22 contains 165089 members 
Mstep: Class 23 contains 170025 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695584.000000 Penalty: 85410.039062
Iteration 400F: 26 clusters Score -1.326956e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33852 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151505 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56640 members 
Mstep: Class 9 contains 82643 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16715 members 
Mstep: Class 12 contains 27267 members 
Mstep: Class 13 contains 15745 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17440 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66211 members 
Mstep: Class 19 contains 7349 members 
Mstep: Class 20 contains 120197 members 
Mstep: Class 21 contains 19010 members 
Mstep: Class 22 contains 165088 members 
Mstep: Class 23 contains 170023 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695600.000000 Penalty: 85410.039062
Iteration 401Q: 26 clusters Score -1.326956e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33852 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151510 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56646 members 
Mstep: Class 9 contains 82638 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16715 members 
Mstep: Class 12 contains 27265 members 
Mstep: Class 13 contains 15746 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17441 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66213 members 
Mstep: Class 19 contains 7349 members 
Mstep: Class 20 contains 120188 members 
Mstep: Class 21 contains 19010 members 
Mstep: Class 22 contains 165089 members 
Mstep: Class 23 contains 170024 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695504.000000 Penalty: 85410.039062
Iteration 402Q: 26 clusters Score -1.326955e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33852 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151524 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56647 members 
Mstep: Class 9 contains 82634 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16715 members 
Mstep: Class 12 contains 27263 members 
Mstep: Class 13 contains 15745 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17442 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66214 members 
Mstep: Class 19 contains 7349 members 
Mstep: Class 20 contains 120184 members 
Mstep: Class 21 contains 19011 members 
Mstep: Class 22 contains 165086 members 
Mstep: Class 23 contains 170020 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695504.000000 Penalty: 85410.039062
Iteration 403Q: 26 clusters Score -1.326955e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151535 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56651 members 
Mstep: Class 9 contains 82634 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16715 members 
Mstep: Class 12 contains 27262 members 
Mstep: Class 13 contains 15745 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17441 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66216 members 
Mstep: Class 19 contains 7348 members 
Mstep: Class 20 contains 120178 members 
Mstep: Class 21 contains 19013 members 
Mstep: Class 22 contains 165080 members 
Mstep: Class 23 contains 170017 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695504.000000 Penalty: 85410.039062
Iteration 404Q: 26 clusters Score -1.326955e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151549 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56661 members 
Mstep: Class 9 contains 82634 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16715 members 
Mstep: Class 12 contains 27259 members 
Mstep: Class 13 contains 15745 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17441 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66217 members 
Mstep: Class 19 contains 7348 members 
Mstep: Class 20 contains 120173 members 
Mstep: Class 21 contains 19012 members 
Mstep: Class 22 contains 165070 members 
Mstep: Class 23 contains 170009 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695488.000000 Penalty: 85410.039062
Iteration 405Q: 26 clusters Score -1.326955e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33852 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151559 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56663 members 
Mstep: Class 9 contains 82636 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16713 members 
Mstep: Class 12 contains 27260 members 
Mstep: Class 13 contains 15745 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17442 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66216 members 
Mstep: Class 19 contains 7348 members 
Mstep: Class 20 contains 120170 members 
Mstep: Class 21 contains 19013 members 
Mstep: Class 22 contains 165067 members 
Mstep: Class 23 contains 170002 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695464.000000 Penalty: 85410.039062
Iteration 406Q: 26 clusters Score -1.326955e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151572 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56670 members 
Mstep: Class 9 contains 82636 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16712 members 
Mstep: Class 12 contains 27260 members 
Mstep: Class 13 contains 15745 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17442 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66215 members 
Mstep: Class 19 contains 7347 members 
Mstep: Class 20 contains 120166 members 
Mstep: Class 21 contains 19011 members 
Mstep: Class 22 contains 165061 members 
Mstep: Class 23 contains 169999 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695464.000000 Penalty: 85410.039062
Iteration 407Q: 26 clusters Score -1.326955e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151584 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56680 members 
Mstep: Class 9 contains 82637 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16712 members 
Mstep: Class 12 contains 27261 members 
Mstep: Class 13 contains 15745 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17442 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66214 members 
Mstep: Class 19 contains 7347 members 
Mstep: Class 20 contains 120162 members 
Mstep: Class 21 contains 19006 members 
Mstep: Class 22 contains 165056 members 
Mstep: Class 23 contains 169993 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695496.000000 Penalty: 85410.039062
Iteration 408Q: 26 clusters Score -1.326955e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151593 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56687 members 
Mstep: Class 9 contains 82634 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16713 members 
Mstep: Class 12 contains 27262 members 
Mstep: Class 13 contains 15743 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17442 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66214 members 
Mstep: Class 19 contains 7346 members 
Mstep: Class 20 contains 120159 members 
Mstep: Class 21 contains 19003 members 
Mstep: Class 22 contains 165056 members 
Mstep: Class 23 contains 169989 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695432.000000 Penalty: 85410.039062
Iteration 409Q: 26 clusters Score -1.326954e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151597 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56690 members 
Mstep: Class 9 contains 82630 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16715 members 
Mstep: Class 12 contains 27264 members 
Mstep: Class 13 contains 15744 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17441 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66214 members 
Mstep: Class 19 contains 7346 members 
Mstep: Class 20 contains 120156 members 
Mstep: Class 21 contains 19005 members 
Mstep: Class 22 contains 165050 members 
Mstep: Class 23 contains 169989 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695464.000000 Penalty: 85410.039062
Iteration 410Q: 26 clusters Score -1.326955e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151601 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56698 members 
Mstep: Class 9 contains 82627 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16714 members 
Mstep: Class 12 contains 27266 members 
Mstep: Class 13 contains 15744 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17442 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66214 members 
Mstep: Class 19 contains 7346 members 
Mstep: Class 20 contains 120152 members 
Mstep: Class 21 contains 19004 members 
Mstep: Class 22 contains 165047 members 
Mstep: Class 23 contains 169985 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695464.000000 Penalty: 85410.039062
Iteration 411Q: 26 clusters Score -1.326955e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151609 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56704 members 
Mstep: Class 9 contains 82624 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16712 members 
Mstep: Class 12 contains 27266 members 
Mstep: Class 13 contains 15742 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17443 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66213 members 
Mstep: Class 19 contains 7346 members 
Mstep: Class 20 contains 120151 members 
Mstep: Class 21 contains 19004 members 
Mstep: Class 22 contains 165049 members 
Mstep: Class 23 contains 169981 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695520.000000 Penalty: 85410.039062
Iteration 412Q: 26 clusters Score -1.326955e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151627 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56713 members 
Mstep: Class 9 contains 82621 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16709 members 
Mstep: Class 12 contains 27266 members 
Mstep: Class 13 contains 15742 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17443 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66213 members 
Mstep: Class 19 contains 7346 members 
Mstep: Class 20 contains 120141 members 
Mstep: Class 21 contains 19005 members 
Mstep: Class 22 contains 165041 members 
Mstep: Class 23 contains 169980 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695496.000000 Penalty: 85410.039062
Iteration 413Q: 26 clusters Score -1.326955e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151647 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56723 members 
Mstep: Class 9 contains 82616 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16706 members 
Mstep: Class 12 contains 27266 members 
Mstep: Class 13 contains 15742 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17443 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66214 members 
Mstep: Class 19 contains 7346 members 
Mstep: Class 20 contains 120133 members 
Mstep: Class 21 contains 19004 members 
Mstep: Class 22 contains 165032 members 
Mstep: Class 23 contains 169976 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695504.000000 Penalty: 85410.039062
Iteration 414Q: 26 clusters Score -1.326955e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151657 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56731 members 
Mstep: Class 9 contains 82616 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16704 members 
Mstep: Class 12 contains 27265 members 
Mstep: Class 13 contains 15742 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17442 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66215 members 
Mstep: Class 19 contains 7346 members 
Mstep: Class 20 contains 120130 members 
Mstep: Class 21 contains 19004 members 
Mstep: Class 22 contains 165025 members 
Mstep: Class 23 contains 169972 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695432.000000 Penalty: 85410.039062
Iteration 415Q: 26 clusters Score -1.326954e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151663 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56733 members 
Mstep: Class 9 contains 82615 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16702 members 
Mstep: Class 12 contains 27265 members 
Mstep: Class 13 contains 15742 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17442 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66216 members 
Mstep: Class 19 contains 7346 members 
Mstep: Class 20 contains 120129 members 
Mstep: Class 21 contains 19004 members 
Mstep: Class 22 contains 165020 members 
Mstep: Class 23 contains 169972 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695368.000000 Penalty: 85410.039062
Iteration 416Q: 26 clusters Score -1.326954e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151669 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56738 members 
Mstep: Class 9 contains 82615 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16703 members 
Mstep: Class 12 contains 27265 members 
Mstep: Class 13 contains 15742 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17442 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66215 members 
Mstep: Class 19 contains 7345 members 
Mstep: Class 20 contains 120126 members 
Mstep: Class 21 contains 19004 members 
Mstep: Class 22 contains 165011 members 
Mstep: Class 23 contains 169975 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695480.000000 Penalty: 85410.039062
Iteration 417Q: 26 clusters Score -1.326955e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151681 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56742 members 
Mstep: Class 9 contains 82618 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16703 members 
Mstep: Class 12 contains 27265 members 
Mstep: Class 13 contains 15742 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17442 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66215 members 
Mstep: Class 19 contains 7344 members 
Mstep: Class 20 contains 120123 members 
Mstep: Class 21 contains 19004 members 
Mstep: Class 22 contains 164998 members 
Mstep: Class 23 contains 169976 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695384.000000 Penalty: 85410.039062
Iteration 418Q: 26 clusters Score -1.326954e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151696 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56749 members 
Mstep: Class 9 contains 82613 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16703 members 
Mstep: Class 12 contains 27265 members 
Mstep: Class 13 contains 15743 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17442 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66214 members 
Mstep: Class 19 contains 7344 members 
Mstep: Class 20 contains 120120 members 
Mstep: Class 21 contains 19004 members 
Mstep: Class 22 contains 164992 members 
Mstep: Class 23 contains 169974 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695440.000000 Penalty: 85410.039062
Iteration 419Q: 26 clusters Score -1.326954e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151707 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56756 members 
Mstep: Class 9 contains 82602 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16703 members 
Mstep: Class 12 contains 27265 members 
Mstep: Class 13 contains 15743 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17442 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66214 members 
Mstep: Class 19 contains 7344 members 
Mstep: Class 20 contains 120123 members 
Mstep: Class 21 contains 19003 members 
Mstep: Class 22 contains 164985 members 
Mstep: Class 23 contains 169975 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695440.000000 Penalty: 85410.039062
Iteration 420F: 26 clusters Score -1.326954e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151709 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56769 members 
Mstep: Class 9 contains 82598 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16703 members 
Mstep: Class 12 contains 27265 members 
Mstep: Class 13 contains 15745 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17443 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66215 members 
Mstep: Class 19 contains 7344 members 
Mstep: Class 20 contains 120115 members 
Mstep: Class 21 contains 19003 members 
Mstep: Class 22 contains 164977 members 
Mstep: Class 23 contains 169975 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695424.000000 Penalty: 85410.039062
Iteration 421Q: 26 clusters Score -1.326954e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151715 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56773 members 
Mstep: Class 9 contains 82600 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16703 members 
Mstep: Class 12 contains 27265 members 
Mstep: Class 13 contains 15747 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17442 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66214 members 
Mstep: Class 19 contains 7344 members 
Mstep: Class 20 contains 120111 members 
Mstep: Class 21 contains 19004 members 
Mstep: Class 22 contains 164965 members 
Mstep: Class 23 contains 169977 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695376.000000 Penalty: 85410.039062
Iteration 422Q: 26 clusters Score -1.326954e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151710 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56779 members 
Mstep: Class 9 contains 82601 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16703 members 
Mstep: Class 12 contains 27266 members 
Mstep: Class 13 contains 15746 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17442 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66212 members 
Mstep: Class 19 contains 7343 members 
Mstep: Class 20 contains 120107 members 
Mstep: Class 21 contains 19003 members 
Mstep: Class 22 contains 164971 members 
Mstep: Class 23 contains 169977 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695424.000000 Penalty: 85410.039062
Iteration 423Q: 26 clusters Score -1.326954e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151718 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56780 members 
Mstep: Class 9 contains 82599 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16702 members 
Mstep: Class 12 contains 27266 members 
Mstep: Class 13 contains 15744 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17441 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66212 members 
Mstep: Class 19 contains 7343 members 
Mstep: Class 20 contains 120104 members 
Mstep: Class 21 contains 19006 members 
Mstep: Class 22 contains 164966 members 
Mstep: Class 23 contains 169982 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695408.000000 Penalty: 85410.039062
Iteration 424Q: 26 clusters Score -1.326954e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151718 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56786 members 
Mstep: Class 9 contains 82602 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16702 members 
Mstep: Class 12 contains 27265 members 
Mstep: Class 13 contains 15744 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17441 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66209 members 
Mstep: Class 19 contains 7343 members 
Mstep: Class 20 contains 120103 members 
Mstep: Class 21 contains 19007 members 
Mstep: Class 22 contains 164964 members 
Mstep: Class 23 contains 169982 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695400.000000 Penalty: 85410.039062
Iteration 425Q: 26 clusters Score -1.326954e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151722 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56791 members 
Mstep: Class 9 contains 82606 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16700 members 
Mstep: Class 12 contains 27265 members 
Mstep: Class 13 contains 15744 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17440 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66209 members 
Mstep: Class 19 contains 7343 members 
Mstep: Class 20 contains 120102 members 
Mstep: Class 21 contains 19009 members 
Mstep: Class 22 contains 164956 members 
Mstep: Class 23 contains 169982 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695456.000000 Penalty: 85410.039062
Iteration 426Q: 26 clusters Score -1.326955e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151723 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56797 members 
Mstep: Class 9 contains 82613 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16699 members 
Mstep: Class 12 contains 27265 members 
Mstep: Class 13 contains 15745 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17439 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66211 members 
Mstep: Class 19 contains 7342 members 
Mstep: Class 20 contains 120101 members 
Mstep: Class 21 contains 19010 members 
Mstep: Class 22 contains 164948 members 
Mstep: Class 23 contains 169982 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695440.000000 Penalty: 85410.039062
Iteration 427Q: 26 clusters Score -1.326954e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151717 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56801 members 
Mstep: Class 9 contains 82617 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16698 members 
Mstep: Class 12 contains 27267 members 
Mstep: Class 13 contains 15745 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17436 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66214 members 
Mstep: Class 19 contains 7342 members 
Mstep: Class 20 contains 120104 members 
Mstep: Class 21 contains 19011 members 
Mstep: Class 22 contains 164949 members 
Mstep: Class 23 contains 169981 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695496.000000 Penalty: 85410.039062
Iteration 428Q: 26 clusters Score -1.326955e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151711 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56803 members 
Mstep: Class 9 contains 82616 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16698 members 
Mstep: Class 12 contains 27267 members 
Mstep: Class 13 contains 15745 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17434 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66218 members 
Mstep: Class 19 contains 7343 members 
Mstep: Class 20 contains 120104 members 
Mstep: Class 21 contains 19012 members 
Mstep: Class 22 contains 164953 members 
Mstep: Class 23 contains 169982 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695496.000000 Penalty: 85410.039062
Iteration 429Q: 26 clusters Score -1.326955e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151707 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56808 members 
Mstep: Class 9 contains 82619 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16698 members 
Mstep: Class 12 contains 27266 members 
Mstep: Class 13 contains 15745 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17431 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66220 members 
Mstep: Class 19 contains 7343 members 
Mstep: Class 20 contains 120105 members 
Mstep: Class 21 contains 19011 members 
Mstep: Class 22 contains 164951 members 
Mstep: Class 23 contains 169984 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695504.000000 Penalty: 85410.039062
Iteration 430Q: 26 clusters Score -1.326955e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151711 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56808 members 
Mstep: Class 9 contains 82620 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16698 members 
Mstep: Class 12 contains 27266 members 
Mstep: Class 13 contains 15745 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17429 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66220 members 
Mstep: Class 19 contains 7343 members 
Mstep: Class 20 contains 120110 members 
Mstep: Class 21 contains 19010 members 
Mstep: Class 22 contains 164945 members 
Mstep: Class 23 contains 169985 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695528.000000 Penalty: 85410.039062
Iteration 431Q: 26 clusters Score -1.326955e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151714 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56820 members 
Mstep: Class 9 contains 82606 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16699 members 
Mstep: Class 12 contains 27265 members 
Mstep: Class 13 contains 15745 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17427 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66223 members 
Mstep: Class 19 contains 7343 members 
Mstep: Class 20 contains 120111 members 
Mstep: Class 21 contains 19008 members 
Mstep: Class 22 contains 164950 members 
Mstep: Class 23 contains 169982 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695552.000000 Penalty: 85410.039062
Iteration 432Q: 26 clusters Score -1.326956e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151707 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56834 members 
Mstep: Class 9 contains 82599 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 16700 members 
Mstep: Class 12 contains 27265 members 
Mstep: Class 13 contains 15744 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17425 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66225 members 
Mstep: Class 19 contains 7343 members 
Mstep: Class 20 contains 120107 members 
Mstep: Class 21 contains 19010 members 
Mstep: Class 22 contains 164954 members 
Mstep: Class 23 contains 169981 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695544.000000 Penalty: 85410.039062
Iteration 433Q: 26 clusters Score -1.326955e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151702 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56846 members 
Mstep: Class 9 contains 82593 members 
Mstep: Class 10 contains 1034 members 
Mstep: Class 11 contains 16700 members 
Mstep: Class 12 contains 27265 members 
Mstep: Class 13 contains 15745 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17424 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66228 members 
Mstep: Class 19 contains 7343 members 
Mstep: Class 20 contains 120103 members 
Mstep: Class 21 contains 19009 members 
Mstep: Class 22 contains 164955 members 
Mstep: Class 23 contains 169981 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695568.000000 Penalty: 85410.039062
Iteration 434Q: 26 clusters Score -1.326956e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151692 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56853 members 
Mstep: Class 9 contains 82580 members 
Mstep: Class 10 contains 1034 members 
Mstep: Class 11 contains 16700 members 
Mstep: Class 12 contains 27265 members 
Mstep: Class 13 contains 15747 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17424 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66229 members 
Mstep: Class 19 contains 7342 members 
Mstep: Class 20 contains 120105 members 
Mstep: Class 21 contains 19008 members 
Mstep: Class 22 contains 164973 members 
Mstep: Class 23 contains 169977 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695672.000000 Penalty: 85410.039062
Iteration 435Q: 26 clusters Score -1.326957e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151678 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56861 members 
Mstep: Class 9 contains 82577 members 
Mstep: Class 10 contains 1034 members 
Mstep: Class 11 contains 16701 members 
Mstep: Class 12 contains 27266 members 
Mstep: Class 13 contains 15747 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17423 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66231 members 
Mstep: Class 19 contains 7343 members 
Mstep: Class 20 contains 120103 members 
Mstep: Class 21 contains 19009 members 
Mstep: Class 22 contains 164981 members 
Mstep: Class 23 contains 169976 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695608.000000 Penalty: 85410.039062
Iteration 436Q: 26 clusters Score -1.326956e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151680 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56872 members 
Mstep: Class 9 contains 82570 members 
Mstep: Class 10 contains 1034 members 
Mstep: Class 11 contains 16700 members 
Mstep: Class 12 contains 27265 members 
Mstep: Class 13 contains 15748 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17422 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66236 members 
Mstep: Class 19 contains 7343 members 
Mstep: Class 20 contains 120100 members 
Mstep: Class 21 contains 19010 members 
Mstep: Class 22 contains 164980 members 
Mstep: Class 23 contains 169968 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695648.000000 Penalty: 85410.039062
Iteration 437Q: 26 clusters Score -1.326956e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151678 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56880 members 
Mstep: Class 9 contains 82566 members 
Mstep: Class 10 contains 1034 members 
Mstep: Class 11 contains 16699 members 
Mstep: Class 12 contains 27266 members 
Mstep: Class 13 contains 15748 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17421 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66236 members 
Mstep: Class 19 contains 7343 members 
Mstep: Class 20 contains 120098 members 
Mstep: Class 21 contains 19009 members 
Mstep: Class 22 contains 164989 members 
Mstep: Class 23 contains 169962 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695608.000000 Penalty: 85410.039062
Iteration 438Q: 26 clusters Score -1.326956e+08 nChanged 100
Entering ConstructFrom: 
Score: -132695608.000000 Penalty: 85410.039062
Entering ConstructFrom: 
Trying to split cluster 1 (33790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33790 members 
Entering Unmasked Estep 
Score: -4786984.500000 Penalty: 2586.124268
	Iteration 0F: 2 clusters Score -4786984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -4763835.000000 Penalty: 5172.248535
	Iteration 0F: 3 clusters Score -4763835 nChanged 15384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -4772447.500000 Penalty: 5172.248535
	Iteration 1F: 3 clusters Score -4772448 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -4772992.500000 Penalty: 5172.248535
	Iteration 2Q: 3 clusters Score -4772992 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -4773515.000000 Penalty: 5172.248535
	Iteration 3Q: 3 clusters Score -4773515 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -4774099.000000 Penalty: 5172.248535
	Iteration 4Q: 3 clusters Score -4774099 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -4774720.500000 Penalty: 5172.248535
	Iteration 5Q: 3 clusters Score -4774720 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -4775344.500000 Penalty: 5172.248535
	Iteration 6Q: 3 clusters Score -4775344 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -4775947.500000 Penalty: 5172.248535
	Iteration 7Q: 3 clusters Score -4775948 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -4776546.500000 Penalty: 5172.248535
	Iteration 8Q: 3 clusters Score -4776546 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -4777230.500000 Penalty: 5172.248535
	Iteration 9Q: 3 clusters Score -4777230 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -4777984.000000 Penalty: 5172.248535
	Iteration 10Q: 3 clusters Score -4777984 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -4778832.500000 Penalty: 5172.248535
	Iteration 11Q: 3 clusters Score -4778832 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -4779819.500000 Penalty: 5172.248535
	Iteration 12Q: 3 clusters Score -4779820 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -4780840.000000 Penalty: 5172.248535
	Iteration 13F: 3 clusters Score -4780840 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -4781787.000000 Penalty: 5172.248535
	Iteration 14Q: 3 clusters Score -4781787 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -4782668.000000 Penalty: 5172.248535
	Iteration 15Q: 3 clusters Score -4782668 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28500 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -4783413.500000 Penalty: 5172.248535
	Iteration 16Q: 3 clusters Score -4783414 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -4784097.000000 Penalty: 5172.248535
	Iteration 17Q: 3 clusters Score -4784097 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -4784672.000000 Penalty: 5172.248535
	Iteration 18Q: 3 clusters Score -4784672 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -4785126.500000 Penalty: 5172.248535
	Iteration 19Q: 3 clusters Score -4785126 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -4785476.000000 Penalty: 5172.248535
	Iteration 20F: 3 clusters Score -4785476 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31943 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4785728.500000 Penalty: 5172.248535
	Iteration 21Q: 3 clusters Score -4785728 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -4785861.000000 Penalty: 5172.248535
	Iteration 22Q: 3 clusters Score -4785861 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -4785914.500000 Penalty: 5172.248535
	Iteration 23Q: 3 clusters Score -4785914 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4785969.500000 Penalty: 5172.248535
	Iteration 24Q: 3 clusters Score -4785970 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4786001.000000 Penalty: 5172.248535
	Iteration 25Q: 3 clusters Score -4786001 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4786018.500000 Penalty: 5172.248535
	Iteration 26Q: 3 clusters Score -4786018 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -4786027.500000 Penalty: 5172.248535
	Iteration 27Q: 3 clusters Score -4786028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4786039.500000 Penalty: 5172.248535
	Iteration 28Q: 3 clusters Score -4786040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4786047.000000 Penalty: 5172.248535
	Iteration 29Q: 3 clusters Score -4786047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4786043.500000 Penalty: 5172.248535
	Iteration 30Q: 3 clusters Score -4786044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4786043.500000 Penalty: 5172.248535
	Iteration 31Q: 3 clusters Score -4786044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4786044.500000 Penalty: 5172.248535
	Iteration 32Q: 3 clusters Score -4786044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4786047.000000 Penalty: 5172.248535
	Iteration 33Q: 3 clusters Score -4786047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -4786049.500000 Penalty: 5172.248535
	Iteration 34Q: 3 clusters Score -4786050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -4786053.500000 Penalty: 5172.248535
	Iteration 35Q: 3 clusters Score -4786054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4786049.000000 Penalty: 5172.248535
	Iteration 36Q: 3 clusters Score -4786049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -4786052.500000 Penalty: 5172.248535
	Iteration 37Q: 3 clusters Score -4786052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -4786060.000000 Penalty: 5172.248535
	Iteration 38Q: 3 clusters Score -4786060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -4786059.500000 Penalty: 5172.248535
	Iteration 39Q: 3 clusters Score -4786060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4786060.000000 Penalty: 5172.248535
	Iteration 40F: 3 clusters Score -4786060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -186373.765625 Penalty: 1791.738892
	Iteration 0F: 2 clusters Score -186373.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -184172.421875 Penalty: 3583.477783
	Iteration 0F: 3 clusters Score -184172.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -184562.125000 Penalty: 3583.477783
	Iteration 1F: 3 clusters Score -184562.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -184653.015625 Penalty: 3583.477783
	Iteration 2F: 3 clusters Score -184653 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -184697.953125 Penalty: 3583.477783
	Iteration 3Q: 3 clusters Score -184698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -184724.046875 Penalty: 3583.477783
	Iteration 4Q: 3 clusters Score -184724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -184739.078125 Penalty: 3583.477783
	Iteration 5Q: 3 clusters Score -184739.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -184752.921875 Penalty: 3583.477783
	Iteration 6Q: 3 clusters Score -184752.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -184760.093750 Penalty: 3583.477783
	Iteration 7Q: 3 clusters Score -184760.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -184762.562500 Penalty: 3583.477783
	Iteration 8Q: 3 clusters Score -184762.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -184763.125000 Penalty: 3583.477783
	Iteration 9Q: 3 clusters Score -184763.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -184763.125000 Penalty: 3583.477783
	Iteration 10F: 3 clusters Score -184763.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Entering Unmasked Estep 
Score: -104828.234375 Penalty: 1666.015625
	Iteration 0F: 2 clusters Score -104828.2 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 409 members 
Entering Unmasked Estep 
Score: -103063.898438 Penalty: 3332.031250
	Iteration 0F: 3 clusters Score -103063.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -103442.203125 Penalty: 3332.031250
	Iteration 1F: 3 clusters Score -103442.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -103559.609375 Penalty: 3332.031250
	Iteration 2F: 3 clusters Score -103559.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -103642.351562 Penalty: 3332.031250
	Iteration 3Q: 3 clusters Score -103642.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -103710.476562 Penalty: 3332.031250
	Iteration 4Q: 3 clusters Score -103710.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -103792.476562 Penalty: 3332.031250
	Iteration 5Q: 3 clusters Score -103792.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -103870.843750 Penalty: 3332.031250
	Iteration 6Q: 3 clusters Score -103870.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -103925.796875 Penalty: 3332.031250
	Iteration 7Q: 3 clusters Score -103925.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -103966.828125 Penalty: 3332.031250
	Iteration 8Q: 3 clusters Score -103966.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -104023.156250 Penalty: 3332.031250
	Iteration 9Q: 3 clusters Score -104023.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -104084.804688 Penalty: 3332.031250
	Iteration 10Q: 3 clusters Score -104084.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -104172.695312 Penalty: 3332.031250
	Iteration 11Q: 3 clusters Score -104172.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -104231.484375 Penalty: 3332.031250
	Iteration 12Q: 3 clusters Score -104231.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -104291.187500 Penalty: 3332.031250
	Iteration 13Q: 3 clusters Score -104291.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -104310.546875 Penalty: 3332.031250
	Iteration 14Q: 3 clusters Score -104310.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -104318.500000 Penalty: 3332.031250
	Iteration 15Q: 3 clusters Score -104318.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -104327.492188 Penalty: 3332.031250
	Iteration 16Q: 3 clusters Score -104327.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -104335.101562 Penalty: 3332.031250
	Iteration 17Q: 3 clusters Score -104335.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -104355.320312 Penalty: 3332.031250
	Iteration 18F: 3 clusters Score -104355.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -104435.960938 Penalty: 3332.031250
	Iteration 19Q: 3 clusters Score -104436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -104446.625000 Penalty: 3332.031250
	Iteration 20F: 3 clusters Score -104446.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -104456.476562 Penalty: 3332.031250
	Iteration 21Q: 3 clusters Score -104456.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -104460.570312 Penalty: 3332.031250
	Iteration 22Q: 3 clusters Score -104460.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -104463.023438 Penalty: 3332.031250
	Iteration 23Q: 3 clusters Score -104463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -104463.023438 Penalty: 3332.031250
	Iteration 24F: 3 clusters Score -104463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (151689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151689 members 
Entering Unmasked Estep 
Score: -21197922.000000 Penalty: 2958.537598
	Iteration 0F: 2 clusters Score -2.119792e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75971 members 
Mstep: Class 2 contains 75718 members 
Entering Unmasked Estep 
Score: -21099354.000000 Penalty: 5917.075195
	Iteration 0F: 3 clusters Score -2.109935e+07 nChanged 72535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76794 members 
Mstep: Class 2 contains 74895 members 
Entering Unmasked Estep 
Score: -21141392.000000 Penalty: 5917.075195
	Iteration 1F: 3 clusters Score -2.114139e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77358 members 
Mstep: Class 2 contains 74331 members 
Entering Unmasked Estep 
Score: -21142208.000000 Penalty: 5917.075195
	Iteration 2Q: 3 clusters Score -2.114221e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78231 members 
Mstep: Class 2 contains 73458 members 
Entering Unmasked Estep 
Score: -21143332.000000 Penalty: 5917.075195
	Iteration 3Q: 3 clusters Score -2.114333e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79566 members 
Mstep: Class 2 contains 72123 members 
Entering Unmasked Estep 
Score: -21144796.000000 Penalty: 5917.075195
	Iteration 4Q: 3 clusters Score -2.11448e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81410 members 
Mstep: Class 2 contains 70279 members 
Entering Unmasked Estep 
Score: -21146788.000000 Penalty: 5917.075195
	Iteration 5Q: 3 clusters Score -2.114679e+07 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84042 members 
Mstep: Class 2 contains 67647 members 
Entering Unmasked Estep 
Score: -21149410.000000 Penalty: 5917.075195
	Iteration 6Q: 3 clusters Score -2.114941e+07 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87506 members 
Mstep: Class 2 contains 64183 members 
Entering Unmasked Estep 
Score: -21152980.000000 Penalty: 5917.075195
	Iteration 7Q: 3 clusters Score -2.115298e+07 nChanged 7984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91688 members 
Mstep: Class 2 contains 60001 members 
Entering Unmasked Estep 
Score: -21158008.000000 Penalty: 5917.075195
	Iteration 8F: 3 clusters Score -2.115801e+07 nChanged 8768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95744 members 
Mstep: Class 2 contains 55945 members 
Entering Unmasked Estep 
Score: -21164156.000000 Penalty: 5917.075195
	Iteration 9F: 3 clusters Score -2.116416e+07 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98613 members 
Mstep: Class 2 contains 53076 members 
Entering Unmasked Estep 
Score: -21170958.000000 Penalty: 5917.075195
	Iteration 10F: 3 clusters Score -2.117096e+07 nChanged 8589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100128 members 
Mstep: Class 2 contains 51561 members 
Entering Unmasked Estep 
Score: -21176334.000000 Penalty: 5917.075195
	Iteration 11F: 3 clusters Score -2.117633e+07 nChanged 6865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100649 members 
Mstep: Class 2 contains 51040 members 
Entering Unmasked Estep 
Score: -21179450.000000 Penalty: 5917.075195
	Iteration 12Q: 3 clusters Score -2.117945e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100913 members 
Mstep: Class 2 contains 50776 members 
Entering Unmasked Estep 
Score: -21180334.000000 Penalty: 5917.075195
	Iteration 13Q: 3 clusters Score -2.118033e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101085 members 
Mstep: Class 2 contains 50604 members 
Entering Unmasked Estep 
Score: -21180972.000000 Penalty: 5917.075195
	Iteration 14Q: 3 clusters Score -2.118097e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101231 members 
Mstep: Class 2 contains 50458 members 
Entering Unmasked Estep 
Score: -21181398.000000 Penalty: 5917.075195
	Iteration 15Q: 3 clusters Score -2.11814e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101329 members 
Mstep: Class 2 contains 50360 members 
Entering Unmasked Estep 
Score: -21181664.000000 Penalty: 5917.075195
	Iteration 16Q: 3 clusters Score -2.118166e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101388 members 
Mstep: Class 2 contains 50301 members 
Entering Unmasked Estep 
Score: -21181834.000000 Penalty: 5917.075195
	Iteration 17Q: 3 clusters Score -2.118183e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101374 members 
Mstep: Class 2 contains 50315 members 
Entering Unmasked Estep 
Score: -21182002.000000 Penalty: 5917.075195
	Iteration 18Q: 3 clusters Score -2.1182e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101280 members 
Mstep: Class 2 contains 50409 members 
Entering Unmasked Estep 
Score: -21182300.000000 Penalty: 5917.075195
	Iteration 19Q: 3 clusters Score -2.11823e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101134 members 
Mstep: Class 2 contains 50555 members 
Entering Unmasked Estep 
Score: -21182570.000000 Penalty: 5917.075195
	Iteration 20F: 3 clusters Score -2.118257e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100856 members 
Mstep: Class 2 contains 50833 members 
Entering Unmasked Estep 
Score: -21182836.000000 Penalty: 5917.075195
	Iteration 21Q: 3 clusters Score -2.118284e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100502 members 
Mstep: Class 2 contains 51187 members 
Entering Unmasked Estep 
Score: -21182984.000000 Penalty: 5917.075195
	Iteration 22Q: 3 clusters Score -2.118298e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100037 members 
Mstep: Class 2 contains 51652 members 
Entering Unmasked Estep 
Score: -21183202.000000 Penalty: 5917.075195
	Iteration 23Q: 3 clusters Score -2.11832e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99525 members 
Mstep: Class 2 contains 52164 members 
Entering Unmasked Estep 
Score: -21183402.000000 Penalty: 5917.075195
	Iteration 24Q: 3 clusters Score -2.11834e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98974 members 
Mstep: Class 2 contains 52715 members 
Entering Unmasked Estep 
Score: -21183480.000000 Penalty: 5917.075195
	Iteration 25Q: 3 clusters Score -2.118348e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98323 members 
Mstep: Class 2 contains 53366 members 
Entering Unmasked Estep 
Score: -21183682.000000 Penalty: 5917.075195
	Iteration 26Q: 3 clusters Score -2.118368e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97582 members 
Mstep: Class 2 contains 54107 members 
Entering Unmasked Estep 
Score: -21183810.000000 Penalty: 5917.075195
	Iteration 27Q: 3 clusters Score -2.118381e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96727 members 
Mstep: Class 2 contains 54962 members 
Entering Unmasked Estep 
Score: -21184064.000000 Penalty: 5917.075195
	Iteration 28Q: 3 clusters Score -2.118406e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95779 members 
Mstep: Class 2 contains 55910 members 
Entering Unmasked Estep 
Score: -21184390.000000 Penalty: 5917.075195
	Iteration 29Q: 3 clusters Score -2.118439e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94790 members 
Mstep: Class 2 contains 56899 members 
Entering Unmasked Estep 
Score: -21184684.000000 Penalty: 5917.075195
	Iteration 30Q: 3 clusters Score -2.118468e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93814 members 
Mstep: Class 2 contains 57875 members 
Entering Unmasked Estep 
Score: -21184894.000000 Penalty: 5917.075195
	Iteration 31Q: 3 clusters Score -2.118489e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92774 members 
Mstep: Class 2 contains 58915 members 
Entering Unmasked Estep 
Score: -21185270.000000 Penalty: 5917.075195
	Iteration 32Q: 3 clusters Score -2.118527e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91797 members 
Mstep: Class 2 contains 59892 members 
Entering Unmasked Estep 
Score: -21185396.000000 Penalty: 5917.075195
	Iteration 33Q: 3 clusters Score -2.11854e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90822 members 
Mstep: Class 2 contains 60867 members 
Entering Unmasked Estep 
Score: -21185676.000000 Penalty: 5917.075195
	Iteration 34Q: 3 clusters Score -2.118568e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89858 members 
Mstep: Class 2 contains 61831 members 
Entering Unmasked Estep 
Score: -21185954.000000 Penalty: 5917.075195
	Iteration 35Q: 3 clusters Score -2.118595e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89013 members 
Mstep: Class 2 contains 62676 members 
Entering Unmasked Estep 
Score: -21186224.000000 Penalty: 5917.075195
	Iteration 36Q: 3 clusters Score -2.118622e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88266 members 
Mstep: Class 2 contains 63423 members 
Entering Unmasked Estep 
Score: -21186394.000000 Penalty: 5917.075195
	Iteration 37Q: 3 clusters Score -2.118639e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87566 members 
Mstep: Class 2 contains 64123 members 
Entering Unmasked Estep 
Score: -21186426.000000 Penalty: 5917.075195
	Iteration 38Q: 3 clusters Score -2.118643e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86942 members 
Mstep: Class 2 contains 64747 members 
Entering Unmasked Estep 
Score: -21186500.000000 Penalty: 5917.075195
	Iteration 39Q: 3 clusters Score -2.11865e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86403 members 
Mstep: Class 2 contains 65286 members 
Entering Unmasked Estep 
Score: -21186656.000000 Penalty: 5917.075195
	Iteration 40F: 3 clusters Score -2.118666e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85759 members 
Mstep: Class 2 contains 65930 members 
Entering Unmasked Estep 
Score: -21186660.000000 Penalty: 5917.075195
	Iteration 41Q: 3 clusters Score -2.118666e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85205 members 
Mstep: Class 2 contains 66484 members 
Entering Unmasked Estep 
Score: -21186770.000000 Penalty: 5917.075195
	Iteration 42Q: 3 clusters Score -2.118677e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84622 members 
Mstep: Class 2 contains 67067 members 
Entering Unmasked Estep 
Score: -21186804.000000 Penalty: 5917.075195
	Iteration 43Q: 3 clusters Score -2.11868e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84125 members 
Mstep: Class 2 contains 67564 members 
Entering Unmasked Estep 
Score: -21186846.000000 Penalty: 5917.075195
	Iteration 44Q: 3 clusters Score -2.118685e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83615 members 
Mstep: Class 2 contains 68074 members 
Entering Unmasked Estep 
Score: -21186880.000000 Penalty: 5917.075195
	Iteration 45Q: 3 clusters Score -2.118688e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83098 members 
Mstep: Class 2 contains 68591 members 
Entering Unmasked Estep 
Score: -21186898.000000 Penalty: 5917.075195
	Iteration 46Q: 3 clusters Score -2.11869e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82634 members 
Mstep: Class 2 contains 69055 members 
Entering Unmasked Estep 
Score: -21186926.000000 Penalty: 5917.075195
	Iteration 47Q: 3 clusters Score -2.118693e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82179 members 
Mstep: Class 2 contains 69510 members 
Entering Unmasked Estep 
Score: -21186960.000000 Penalty: 5917.075195
	Iteration 48Q: 3 clusters Score -2.118696e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81779 members 
Mstep: Class 2 contains 69910 members 
Entering Unmasked Estep 
Score: -21186986.000000 Penalty: 5917.075195
	Iteration 49Q: 3 clusters Score -2.118699e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81381 members 
Mstep: Class 2 contains 70308 members 
Entering Unmasked Estep 
Score: -21187024.000000 Penalty: 5917.075195
	Iteration 50Q: 3 clusters Score -2.118702e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80989 members 
Mstep: Class 2 contains 70700 members 
Entering Unmasked Estep 
Score: -21187062.000000 Penalty: 5917.075195
	Iteration 51Q: 3 clusters Score -2.118706e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80624 members 
Mstep: Class 2 contains 71065 members 
Entering Unmasked Estep 
Score: -21187060.000000 Penalty: 5917.075195
	Iteration 52Q: 3 clusters Score -2.118706e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80222 members 
Mstep: Class 2 contains 71467 members 
Entering Unmasked Estep 
Score: -21187062.000000 Penalty: 5917.075195
	Iteration 53Q: 3 clusters Score -2.118706e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79824 members 
Mstep: Class 2 contains 71865 members 
Entering Unmasked Estep 
Score: -21187070.000000 Penalty: 5917.075195
	Iteration 54Q: 3 clusters Score -2.118707e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79421 members 
Mstep: Class 2 contains 72268 members 
Entering Unmasked Estep 
Score: -21187018.000000 Penalty: 5917.075195
	Iteration 55Q: 3 clusters Score -2.118702e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79003 members 
Mstep: Class 2 contains 72686 members 
Entering Unmasked Estep 
Score: -21187026.000000 Penalty: 5917.075195
	Iteration 56Q: 3 clusters Score -2.118703e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78568 members 
Mstep: Class 2 contains 73121 members 
Entering Unmasked Estep 
Score: -21187108.000000 Penalty: 5917.075195
	Iteration 57Q: 3 clusters Score -2.118711e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78164 members 
Mstep: Class 2 contains 73525 members 
Entering Unmasked Estep 
Score: -21187088.000000 Penalty: 5917.075195
	Iteration 58Q: 3 clusters Score -2.118709e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77781 members 
Mstep: Class 2 contains 73908 members 
Entering Unmasked Estep 
Score: -21187104.000000 Penalty: 5917.075195
	Iteration 59Q: 3 clusters Score -2.11871e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77402 members 
Mstep: Class 2 contains 74287 members 
Entering Unmasked Estep 
Score: -21187148.000000 Penalty: 5917.075195
	Iteration 60F: 3 clusters Score -2.118715e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77053 members 
Mstep: Class 2 contains 74636 members 
Entering Unmasked Estep 
Score: -21187140.000000 Penalty: 5917.075195
	Iteration 61Q: 3 clusters Score -2.118714e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76725 members 
Mstep: Class 2 contains 74964 members 
Entering Unmasked Estep 
Score: -21187164.000000 Penalty: 5917.075195
	Iteration 62Q: 3 clusters Score -2.118716e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76366 members 
Mstep: Class 2 contains 75323 members 
Entering Unmasked Estep 
Score: -21187198.000000 Penalty: 5917.075195
	Iteration 63Q: 3 clusters Score -2.11872e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76026 members 
Mstep: Class 2 contains 75663 members 
Entering Unmasked Estep 
Score: -21187214.000000 Penalty: 5917.075195
	Iteration 64Q: 3 clusters Score -2.118721e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75685 members 
Mstep: Class 2 contains 76004 members 
Entering Unmasked Estep 
Score: -21187250.000000 Penalty: 5917.075195
	Iteration 65Q: 3 clusters Score -2.118725e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75308 members 
Mstep: Class 2 contains 76381 members 
Entering Unmasked Estep 
Score: -21187226.000000 Penalty: 5917.075195
	Iteration 66Q: 3 clusters Score -2.118723e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74947 members 
Mstep: Class 2 contains 76742 members 
Entering Unmasked Estep 
Score: -21187202.000000 Penalty: 5917.075195
	Iteration 67Q: 3 clusters Score -2.11872e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74602 members 
Mstep: Class 2 contains 77087 members 
Entering Unmasked Estep 
Score: -21187272.000000 Penalty: 5917.075195
	Iteration 68Q: 3 clusters Score -2.118727e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74218 members 
Mstep: Class 2 contains 77471 members 
Entering Unmasked Estep 
Score: -21187264.000000 Penalty: 5917.075195
	Iteration 69Q: 3 clusters Score -2.118726e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73815 members 
Mstep: Class 2 contains 77874 members 
Entering Unmasked Estep 
Score: -21187292.000000 Penalty: 5917.075195
	Iteration 70Q: 3 clusters Score -2.118729e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73441 members 
Mstep: Class 2 contains 78248 members 
Entering Unmasked Estep 
Score: -21187292.000000 Penalty: 5917.075195
	Iteration 71Q: 3 clusters Score -2.118729e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73039 members 
Mstep: Class 2 contains 78650 members 
Entering Unmasked Estep 
Score: -21187306.000000 Penalty: 5917.075195
	Iteration 72Q: 3 clusters Score -2.118731e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72525 members 
Mstep: Class 2 contains 79164 members 
Entering Unmasked Estep 
Score: -21187294.000000 Penalty: 5917.075195
	Iteration 73Q: 3 clusters Score -2.118729e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72008 members 
Mstep: Class 2 contains 79681 members 
Entering Unmasked Estep 
Score: -21187314.000000 Penalty: 5917.075195
	Iteration 74Q: 3 clusters Score -2.118731e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71409 members 
Mstep: Class 2 contains 80280 members 
Entering Unmasked Estep 
Score: -21187350.000000 Penalty: 5917.075195
	Iteration 75Q: 3 clusters Score -2.118735e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70770 members 
Mstep: Class 2 contains 80919 members 
Entering Unmasked Estep 
Score: -21187346.000000 Penalty: 5917.075195
	Iteration 76Q: 3 clusters Score -2.118735e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70063 members 
Mstep: Class 2 contains 81626 members 
Entering Unmasked Estep 
Score: -21187372.000000 Penalty: 5917.075195
	Iteration 77Q: 3 clusters Score -2.118737e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69298 members 
Mstep: Class 2 contains 82391 members 
Entering Unmasked Estep 
Score: -21187372.000000 Penalty: 5917.075195
	Iteration 78Q: 3 clusters Score -2.118737e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68488 members 
Mstep: Class 2 contains 83201 members 
Entering Unmasked Estep 
Score: -21187414.000000 Penalty: 5917.075195
	Iteration 79Q: 3 clusters Score -2.118741e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67620 members 
Mstep: Class 2 contains 84069 members 
Entering Unmasked Estep 
Score: -21187348.000000 Penalty: 5917.075195
	Iteration 80F: 3 clusters Score -2.118735e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66621 members 
Mstep: Class 2 contains 85068 members 
Entering Unmasked Estep 
Score: -21187400.000000 Penalty: 5917.075195
	Iteration 81Q: 3 clusters Score -2.11874e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65505 members 
Mstep: Class 2 contains 86184 members 
Entering Unmasked Estep 
Score: -21187590.000000 Penalty: 5917.075195
	Iteration 82Q: 3 clusters Score -2.118759e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64239 members 
Mstep: Class 2 contains 87450 members 
Entering Unmasked Estep 
Score: -21187644.000000 Penalty: 5917.075195
	Iteration 83Q: 3 clusters Score -2.118764e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62869 members 
Mstep: Class 2 contains 88820 members 
Entering Unmasked Estep 
Score: -21187818.000000 Penalty: 5917.075195
	Iteration 84Q: 3 clusters Score -2.118782e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61446 members 
Mstep: Class 2 contains 90243 members 
Entering Unmasked Estep 
Score: -21187904.000000 Penalty: 5917.075195
	Iteration 85Q: 3 clusters Score -2.11879e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59894 members 
Mstep: Class 2 contains 91795 members 
Entering Unmasked Estep 
Score: -21187844.000000 Penalty: 5917.075195
	Iteration 86Q: 3 clusters Score -2.118784e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58231 members 
Mstep: Class 2 contains 93458 members 
Entering Unmasked Estep 
Score: -21187938.000000 Penalty: 5917.075195
	Iteration 87Q: 3 clusters Score -2.118794e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56396 members 
Mstep: Class 2 contains 95293 members 
Entering Unmasked Estep 
Score: -21187964.000000 Penalty: 5917.075195
	Iteration 88Q: 3 clusters Score -2.118796e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54228 members 
Mstep: Class 2 contains 97461 members 
Entering Unmasked Estep 
Score: -21188016.000000 Penalty: 5917.075195
	Iteration 89Q: 3 clusters Score -2.118802e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51826 members 
Mstep: Class 2 contains 99863 members 
Entering Unmasked Estep 
Score: -21188188.000000 Penalty: 5917.075195
	Iteration 90Q: 3 clusters Score -2.118819e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49338 members 
Mstep: Class 2 contains 102351 members 
Entering Unmasked Estep 
Score: -21188288.000000 Penalty: 5917.075195
	Iteration 91Q: 3 clusters Score -2.118829e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46603 members 
Mstep: Class 2 contains 105086 members 
Entering Unmasked Estep 
Score: -21188464.000000 Penalty: 5917.075195
	Iteration 92Q: 3 clusters Score -2.118846e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43547 members 
Mstep: Class 2 contains 108142 members 
Entering Unmasked Estep 
Score: -21188548.000000 Penalty: 5917.075195
	Iteration 93Q: 3 clusters Score -2.118855e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 111523 members 
Entering Unmasked Estep 
Score: -21188948.000000 Penalty: 5917.075195
	Iteration 94Q: 3 clusters Score -2.118895e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 115119 members 
Entering Unmasked Estep 
Score: -21189184.000000 Penalty: 5917.075195
	Iteration 95Q: 3 clusters Score -2.118918e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 118880 members 
Entering Unmasked Estep 
Score: -21189464.000000 Penalty: 5917.075195
	Iteration 96Q: 3 clusters Score -2.118946e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 122763 members 
Entering Unmasked Estep 
Score: -21189990.000000 Penalty: 5917.075195
	Iteration 97Q: 3 clusters Score -2.118999e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 126469 members 
Entering Unmasked Estep 
Score: -21190102.000000 Penalty: 5917.075195
	Iteration 98Q: 3 clusters Score -2.11901e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 129463 members 
Entering Unmasked Estep 
Score: -21190212.000000 Penalty: 5917.075195
	Iteration 99Q: 3 clusters Score -2.119021e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 131224 members 
Entering Unmasked Estep 
Score: -21191210.000000 Penalty: 5917.075195
	Iteration 100F: 3 clusters Score -2.119121e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 134888 members 
Entering Unmasked Estep 
Score: -21191976.000000 Penalty: 5917.075195
	Iteration 101Q: 3 clusters Score -2.119198e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 138168 members 
Entering Unmasked Estep 
Score: -21192788.000000 Penalty: 5917.075195
	Iteration 102Q: 3 clusters Score -2.119279e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 141018 members 
Entering Unmasked Estep 
Score: -21193564.000000 Penalty: 5917.075195
	Iteration 103Q: 3 clusters Score -2.119356e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 143457 members 
Entering Unmasked Estep 
Score: -21194178.000000 Penalty: 5917.075195
	Iteration 104Q: 3 clusters Score -2.119418e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 145457 members 
Entering Unmasked Estep 
Score: -21194656.000000 Penalty: 5917.075195
	Iteration 105Q: 3 clusters Score -2.119466e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 147025 members 
Entering Unmasked Estep 
Score: -21194978.000000 Penalty: 5917.075195
	Iteration 106Q: 3 clusters Score -2.119498e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 148222 members 
Entering Unmasked Estep 
Score: -21195230.000000 Penalty: 5917.075195
	Iteration 107Q: 3 clusters Score -2.119523e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 149061 members 
Entering Unmasked Estep 
Score: -21195386.000000 Penalty: 5917.075195
	Iteration 108Q: 3 clusters Score -2.119539e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 149658 members 
Entering Unmasked Estep 
Score: -21195468.000000 Penalty: 5917.075195
	Iteration 109Q: 3 clusters Score -2.119547e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 150080 members 
Entering Unmasked Estep 
Score: -21195598.000000 Penalty: 5917.075195
	Iteration 110Q: 3 clusters Score -2.11956e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 150380 members 
Entering Unmasked Estep 
Score: -21195706.000000 Penalty: 5917.075195
	Iteration 111Q: 3 clusters Score -2.119571e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 150593 members 
Entering Unmasked Estep 
Score: -21195782.000000 Penalty: 5917.075195
	Iteration 112Q: 3 clusters Score -2.119578e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 150748 members 
Entering Unmasked Estep 
Score: -21195784.000000 Penalty: 5917.075195
	Iteration 113Q: 3 clusters Score -2.119578e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 150861 members 
Entering Unmasked Estep 
Score: -21195796.000000 Penalty: 5917.075195
	Iteration 114Q: 3 clusters Score -2.11958e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 150942 members 
Entering Unmasked Estep 
Score: -21195822.000000 Penalty: 5917.075195
	Iteration 115Q: 3 clusters Score -2.119582e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 151010 members 
Entering Unmasked Estep 
Score: -21195846.000000 Penalty: 5917.075195
	Iteration 116Q: 3 clusters Score -2.119585e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 151066 members 
Entering Unmasked Estep 
Score: -21195848.000000 Penalty: 5917.075195
	Iteration 117Q: 3 clusters Score -2.119585e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 151093 members 
Entering Unmasked Estep 
Score: -21195858.000000 Penalty: 5917.075195
	Iteration 118Q: 3 clusters Score -2.119586e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 151114 members 
Entering Unmasked Estep 
Score: -21195888.000000 Penalty: 5917.075195
	Iteration 119Q: 3 clusters Score -2.119589e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 151132 members 
Entering Unmasked Estep 
Score: -21195916.000000 Penalty: 5917.075195
	Iteration 120F: 3 clusters Score -2.119592e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 151143 members 
Entering Unmasked Estep 
Score: -21195924.000000 Penalty: 5917.075195
	Iteration 121Q: 3 clusters Score -2.119592e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 151154 members 
Entering Unmasked Estep 
Score: -21195932.000000 Penalty: 5917.075195
	Iteration 122Q: 3 clusters Score -2.119593e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 151168 members 
Entering Unmasked Estep 
Score: -21195954.000000 Penalty: 5917.075195
	Iteration 123Q: 3 clusters Score -2.119595e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 151187 members 
Entering Unmasked Estep 
Score: -21195974.000000 Penalty: 5917.075195
	Iteration 124Q: 3 clusters Score -2.119597e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 151195 members 
Entering Unmasked Estep 
Score: -21195982.000000 Penalty: 5917.075195
	Iteration 125Q: 3 clusters Score -2.119598e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 151208 members 
Entering Unmasked Estep 
Score: -21196012.000000 Penalty: 5917.075195
	Iteration 126Q: 3 clusters Score -2.119601e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 151212 members 
Entering Unmasked Estep 
Score: -21196012.000000 Penalty: 5917.075195
	Iteration 127Q: 3 clusters Score -2.119601e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 151217 members 
Entering Unmasked Estep 
Score: -21196006.000000 Penalty: 5917.075195
	Iteration 128Q: 3 clusters Score -2.119601e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 151222 members 
Entering Unmasked Estep 
Score: -21195996.000000 Penalty: 5917.075195
	Iteration 129Q: 3 clusters Score -2.1196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 151224 members 
Entering Unmasked Estep 
Score: -21195998.000000 Penalty: 5917.075195
	Iteration 130Q: 3 clusters Score -2.1196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 151223 members 
Entering Unmasked Estep 
Score: -21196002.000000 Penalty: 5917.075195
	Iteration 131Q: 3 clusters Score -2.1196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 151225 members 
Entering Unmasked Estep 
Score: -21196000.000000 Penalty: 5917.075195
	Iteration 132Q: 3 clusters Score -2.1196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 151225 members 
Entering Unmasked Estep 
Score: -21196000.000000 Penalty: 5917.075195
	Iteration 133Q: 3 clusters Score -2.1196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 151225 members 
Entering Unmasked Estep 
Score: -21196002.000000 Penalty: 5917.075195
	Iteration 134Q: 3 clusters Score -2.1196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 151226 members 
Entering Unmasked Estep 
Score: -21195996.000000 Penalty: 5917.075195
	Iteration 135Q: 3 clusters Score -2.1196e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 151226 members 
Entering Unmasked Estep 
Score: -21195996.000000 Penalty: 5917.075195
	Iteration 136F: 3 clusters Score -2.1196e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Entering Unmasked Estep 
Score: -41186.171875 Penalty: 1449.198975
	Iteration 0F: 2 clusters Score -41186.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -39937.636719 Penalty: 2898.397949
	Iteration 0F: 3 clusters Score -39937.64 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -40070.042969 Penalty: 2898.397949
	Iteration 1F: 3 clusters Score -40070.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -40142.464844 Penalty: 2898.397949
	Iteration 2F: 3 clusters Score -40142.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -40174.253906 Penalty: 2898.397949
	Iteration 3Q: 3 clusters Score -40174.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40218.742188 Penalty: 2898.397949
	Iteration 4Q: 3 clusters Score -40218.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -40258.285156 Penalty: 2898.397949
	Iteration 5Q: 3 clusters Score -40258.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40288.152344 Penalty: 2898.397949
	Iteration 6Q: 3 clusters Score -40288.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40331.019531 Penalty: 2898.397949
	Iteration 7Q: 3 clusters Score -40331.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40343.878906 Penalty: 2898.397949
	Iteration 8Q: 3 clusters Score -40343.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -40358.562500 Penalty: 2898.397949
	Iteration 9Q: 3 clusters Score -40358.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -40369.085938 Penalty: 2898.397949
	Iteration 10Q: 3 clusters Score -40369.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -40408.679688 Penalty: 2898.397949
	Iteration 11Q: 3 clusters Score -40408.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -40463.992188 Penalty: 2898.397949
	Iteration 12Q: 3 clusters Score -40463.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40578.664062 Penalty: 2898.397949
	Iteration 13Q: 3 clusters Score -40578.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40640.921875 Penalty: 2898.397949
	Iteration 14Q: 3 clusters Score -40640.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -40657.902344 Penalty: 2898.397949
	Iteration 15Q: 3 clusters Score -40657.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -40677.324219 Penalty: 2898.397949
	Iteration 16Q: 3 clusters Score -40677.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -40690.964844 Penalty: 2898.397949
	Iteration 17Q: 3 clusters Score -40690.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -40716.082031 Penalty: 2898.397949
	Iteration 18Q: 3 clusters Score -40716.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -40720.953125 Penalty: 2898.397949
	Iteration 19Q: 3 clusters Score -40720.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -40720.953125 Penalty: 2898.397949
	Iteration 20F: 3 clusters Score -40720.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Entering Unmasked Estep 
Score: -528072.562500 Penalty: 2046.283325
	Iteration 0F: 2 clusters Score -528072.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -524241.531250 Penalty: 4092.566650
	Iteration 0F: 3 clusters Score -524241.5 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -525120.875000 Penalty: 4092.566650
	Iteration 1F: 3 clusters Score -525120.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -525334.437500 Penalty: 4092.566650
	Iteration 2F: 3 clusters Score -525334.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -525464.062500 Penalty: 4092.566650
	Iteration 3F: 3 clusters Score -525464.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -525539.500000 Penalty: 4092.566650
	Iteration 4Q: 3 clusters Score -525539.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -525595.625000 Penalty: 4092.566650
	Iteration 5Q: 3 clusters Score -525595.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -525653.562500 Penalty: 4092.566650
	Iteration 6Q: 3 clusters Score -525653.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -525694.437500 Penalty: 4092.566650
	Iteration 7Q: 3 clusters Score -525694.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -525731.250000 Penalty: 4092.566650
	Iteration 8Q: 3 clusters Score -525731.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -525782.937500 Penalty: 4092.566650
	Iteration 9Q: 3 clusters Score -525782.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -525837.187500 Penalty: 4092.566650
	Iteration 10Q: 3 clusters Score -525837.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -525909.500000 Penalty: 4092.566650
	Iteration 11Q: 3 clusters Score -525909.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -525983.062500 Penalty: 4092.566650
	Iteration 12Q: 3 clusters Score -525983.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -526082.437500 Penalty: 4092.566650
	Iteration 13Q: 3 clusters Score -526082.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -526183.375000 Penalty: 4092.566650
	Iteration 14Q: 3 clusters Score -526183.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -526269.750000 Penalty: 4092.566650
	Iteration 15Q: 3 clusters Score -526269.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -526346.750000 Penalty: 4092.566650
	Iteration 16Q: 3 clusters Score -526346.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -526428.062500 Penalty: 4092.566650
	Iteration 17Q: 3 clusters Score -526428.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -526487.937500 Penalty: 4092.566650
	Iteration 18Q: 3 clusters Score -526487.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -526539.187500 Penalty: 4092.566650
	Iteration 19Q: 3 clusters Score -526539.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -526582.250000 Penalty: 4092.566650
	Iteration 20F: 3 clusters Score -526582.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -526621.437500 Penalty: 4092.566650
	Iteration 21Q: 3 clusters Score -526621.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -526646.687500 Penalty: 4092.566650
	Iteration 22Q: 3 clusters Score -526646.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -526670.750000 Penalty: 4092.566650
	Iteration 23Q: 3 clusters Score -526670.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -526688.625000 Penalty: 4092.566650
	Iteration 24Q: 3 clusters Score -526688.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -526700.187500 Penalty: 4092.566650
	Iteration 25Q: 3 clusters Score -526700.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -526706.000000 Penalty: 4092.566650
	Iteration 26Q: 3 clusters Score -526706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -526712.937500 Penalty: 4092.566650
	Iteration 27Q: 3 clusters Score -526712.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -526717.562500 Penalty: 4092.566650
	Iteration 28Q: 3 clusters Score -526717.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -526728.125000 Penalty: 4092.566650
	Iteration 29Q: 3 clusters Score -526728.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -526732.562500 Penalty: 4092.566650
	Iteration 30Q: 3 clusters Score -526732.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -526738.562500 Penalty: 4092.566650
	Iteration 31Q: 3 clusters Score -526738.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -526744.375000 Penalty: 4092.566650
	Iteration 32Q: 3 clusters Score -526744.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -526748.375000 Penalty: 4092.566650
	Iteration 33Q: 3 clusters Score -526748.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -526752.750000 Penalty: 4092.566650
	Iteration 34Q: 3 clusters Score -526752.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -526755.187500 Penalty: 4092.566650
	Iteration 35Q: 3 clusters Score -526755.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -526761.125000 Penalty: 4092.566650
	Iteration 36Q: 3 clusters Score -526761.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -526765.875000 Penalty: 4092.566650
	Iteration 37Q: 3 clusters Score -526765.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -526770.500000 Penalty: 4092.566650
	Iteration 38Q: 3 clusters Score -526770.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -526772.437500 Penalty: 4092.566650
	Iteration 39Q: 3 clusters Score -526772.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -526773.500000 Penalty: 4092.566650
	Iteration 40F: 3 clusters Score -526773.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -29932.371094 Penalty: 1407.834961
	Iteration 0F: 2 clusters Score -29932.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -28777.113281 Penalty: 2815.669922
	Iteration 0F: 3 clusters Score -28777.11 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -29019.562500 Penalty: 2815.669922
	Iteration 1F: 3 clusters Score -29019.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -29074.478516 Penalty: 2815.669922
	Iteration 2Q: 3 clusters Score -29074.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29120.095703 Penalty: 2815.669922
	Iteration 3Q: 3 clusters Score -29120.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -29151.558594 Penalty: 2815.669922
	Iteration 4Q: 3 clusters Score -29151.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -29166.705078 Penalty: 2815.669922
	Iteration 5Q: 3 clusters Score -29166.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29189.371094 Penalty: 2815.669922
	Iteration 6Q: 3 clusters Score -29189.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -29199.576172 Penalty: 2815.669922
	Iteration 7Q: 3 clusters Score -29199.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29209.501953 Penalty: 2815.669922
	Iteration 8Q: 3 clusters Score -29209.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29209.501953 Penalty: 2815.669922
	Iteration 9F: 3 clusters Score -29209.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (56888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56888 members 
Entering Unmasked Estep 
Score: -8105905.000000 Penalty: 2715.312256
	Iteration 0F: 2 clusters Score -8105905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -8067808.000000 Penalty: 5430.624512
	Iteration 0F: 3 clusters Score -8067808 nChanged 26379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -8082286.000000 Penalty: 5430.624512
	Iteration 1F: 3 clusters Score -8082286 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -8082800.500000 Penalty: 5430.624512
	Iteration 2Q: 3 clusters Score -8082800 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -8083322.500000 Penalty: 5430.624512
	Iteration 3Q: 3 clusters Score -8083322 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -8084078.000000 Penalty: 5430.624512
	Iteration 4Q: 3 clusters Score -8084078 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -8085009.000000 Penalty: 5430.624512
	Iteration 5Q: 3 clusters Score -8085009 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36315 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -8086368.000000 Penalty: 5430.624512
	Iteration 6Q: 3 clusters Score -8086368 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -8088420.500000 Penalty: 5430.624512
	Iteration 7F: 3 clusters Score -8088420 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43313 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -8091477.500000 Penalty: 5430.624512
	Iteration 8F: 3 clusters Score -8091478 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47483 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -8095172.000000 Penalty: 5430.624512
	Iteration 9F: 3 clusters Score -8095172 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51196 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -8098624.500000 Penalty: 5430.624512
	Iteration 10F: 3 clusters Score -8098624 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53823 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -8100990.500000 Penalty: 5430.624512
	Iteration 11Q: 3 clusters Score -8100990 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55320 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -8102296.000000 Penalty: 5430.624512
	Iteration 12Q: 3 clusters Score -8102296 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56015 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8102872.000000 Penalty: 5430.624512
	Iteration 13Q: 3 clusters Score -8102872 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56335 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8103126.500000 Penalty: 5430.624512
	Iteration 14Q: 3 clusters Score -8103126 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56471 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8103259.500000 Penalty: 5430.624512
	Iteration 15Q: 3 clusters Score -8103260 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56534 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -8103324.000000 Penalty: 5430.624512
	Iteration 16Q: 3 clusters Score -8103324 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56578 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -8103377.000000 Penalty: 5430.624512
	Iteration 17Q: 3 clusters Score -8103377 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56601 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8103400.000000 Penalty: 5430.624512
	Iteration 18Q: 3 clusters Score -8103400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56610 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8103425.000000 Penalty: 5430.624512
	Iteration 19Q: 3 clusters Score -8103425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56617 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -8103431.000000 Penalty: 5430.624512
	Iteration 20F: 3 clusters Score -8103431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56617 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -8103433.000000 Penalty: 5430.624512
	Iteration 21Q: 3 clusters Score -8103433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56620 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -8103448.000000 Penalty: 5430.624512
	Iteration 22Q: 3 clusters Score -8103448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56621 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -8103447.000000 Penalty: 5430.624512
	Iteration 23Q: 3 clusters Score -8103447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56622 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -8103449.000000 Penalty: 5430.624512
	Iteration 24Q: 3 clusters Score -8103449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56622 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -8103449.000000 Penalty: 5430.624512
	Iteration 25F: 3 clusters Score -8103449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (82560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82560 members 
Entering Unmasked Estep 
Score: -11650464.000000 Penalty: 2807.677490
	Iteration 0F: 2 clusters Score -1.165046e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 41228 members 
Entering Unmasked Estep 
Score: -11595264.000000 Penalty: 5615.354980
	Iteration 0F: 3 clusters Score -1.159526e+07 nChanged 38854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
Score: -11617162.000000 Penalty: 5615.354980
	Iteration 1F: 3 clusters Score -1.161716e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 40010 members 
Entering Unmasked Estep 
Score: -11617840.000000 Penalty: 5615.354980
	Iteration 2Q: 3 clusters Score -1.161784e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 39427 members 
Entering Unmasked Estep 
Score: -11618652.000000 Penalty: 5615.354980
	Iteration 3Q: 3 clusters Score -1.161865e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 38665 members 
Entering Unmasked Estep 
Score: -11619589.000000 Penalty: 5615.354980
	Iteration 4Q: 3 clusters Score -1.161959e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44860 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
Score: -11620697.000000 Penalty: 5615.354980
	Iteration 5Q: 3 clusters Score -1.16207e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46171 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -11621798.000000 Penalty: 5615.354980
	Iteration 6Q: 3 clusters Score -1.16218e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47773 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -11623207.000000 Penalty: 5615.354980
	Iteration 7Q: 3 clusters Score -1.162321e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49810 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -11624875.000000 Penalty: 5615.354980
	Iteration 8Q: 3 clusters Score -1.162488e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52236 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -11626906.000000 Penalty: 5615.354980
	Iteration 9Q: 3 clusters Score -1.162691e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55004 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -11629318.000000 Penalty: 5615.354980
	Iteration 10Q: 3 clusters Score -1.162932e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58040 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -11631840.000000 Penalty: 5615.354980
	Iteration 11Q: 3 clusters Score -1.163184e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61082 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -11634523.000000 Penalty: 5615.354980
	Iteration 12Q: 3 clusters Score -1.163452e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63899 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -11636865.000000 Penalty: 5615.354980
	Iteration 13Q: 3 clusters Score -1.163686e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66430 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -11638861.000000 Penalty: 5615.354980
	Iteration 14Q: 3 clusters Score -1.163886e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68720 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -11640389.000000 Penalty: 5615.354980
	Iteration 15Q: 3 clusters Score -1.164039e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70725 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -11641472.000000 Penalty: 5615.354980
	Iteration 16Q: 3 clusters Score -1.164147e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72555 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -11642514.000000 Penalty: 5615.354980
	Iteration 17Q: 3 clusters Score -1.164251e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74255 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -11643438.000000 Penalty: 5615.354980
	Iteration 18Q: 3 clusters Score -1.164344e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75788 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -11644404.000000 Penalty: 5615.354980
	Iteration 19Q: 3 clusters Score -1.16444e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77125 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -11645131.000000 Penalty: 5615.354980
	Iteration 20F: 3 clusters Score -1.164513e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78276 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -11645848.000000 Penalty: 5615.354980
	Iteration 21Q: 3 clusters Score -1.164585e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79197 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -11646362.000000 Penalty: 5615.354980
	Iteration 22Q: 3 clusters Score -1.164636e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79914 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -11646773.000000 Penalty: 5615.354980
	Iteration 23Q: 3 clusters Score -1.164677e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80446 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -11647098.000000 Penalty: 5615.354980
	Iteration 24Q: 3 clusters Score -1.16471e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80861 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -11647336.000000 Penalty: 5615.354980
	Iteration 25Q: 3 clusters Score -1.164734e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81150 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -11647534.000000 Penalty: 5615.354980
	Iteration 26Q: 3 clusters Score -1.164753e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81362 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -11647651.000000 Penalty: 5615.354980
	Iteration 27Q: 3 clusters Score -1.164765e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81495 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -11647735.000000 Penalty: 5615.354980
	Iteration 28Q: 3 clusters Score -1.164774e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81589 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -11647800.000000 Penalty: 5615.354980
	Iteration 29Q: 3 clusters Score -1.16478e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81654 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -11647844.000000 Penalty: 5615.354980
	Iteration 30Q: 3 clusters Score -1.164784e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81708 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -11647861.000000 Penalty: 5615.354980
	Iteration 31Q: 3 clusters Score -1.164786e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81753 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -11647885.000000 Penalty: 5615.354980
	Iteration 32Q: 3 clusters Score -1.164788e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81789 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -11647924.000000 Penalty: 5615.354980
	Iteration 33Q: 3 clusters Score -1.164792e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81810 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -11647943.000000 Penalty: 5615.354980
	Iteration 34Q: 3 clusters Score -1.164794e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81833 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -11647953.000000 Penalty: 5615.354980
	Iteration 35Q: 3 clusters Score -1.164795e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81856 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -11647983.000000 Penalty: 5615.354980
	Iteration 36Q: 3 clusters Score -1.164798e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81877 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -11647985.000000 Penalty: 5615.354980
	Iteration 37Q: 3 clusters Score -1.164798e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81891 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -11647988.000000 Penalty: 5615.354980
	Iteration 38Q: 3 clusters Score -1.164799e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81905 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -11647990.000000 Penalty: 5615.354980
	Iteration 39Q: 3 clusters Score -1.164799e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81917 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -11647986.000000 Penalty: 5615.354980
	Iteration 40F: 3 clusters Score -1.164799e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81924 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -11647998.000000 Penalty: 5615.354980
	Iteration 41Q: 3 clusters Score -1.1648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81928 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -11647995.000000 Penalty: 5615.354980
	Iteration 42Q: 3 clusters Score -1.1648e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81936 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -11648000.000000 Penalty: 5615.354980
	Iteration 43Q: 3 clusters Score -1.1648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81942 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -11648005.000000 Penalty: 5615.354980
	Iteration 44Q: 3 clusters Score -1.1648e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81946 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -11648017.000000 Penalty: 5615.354980
	Iteration 45Q: 3 clusters Score -1.164802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81947 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -11648015.000000 Penalty: 5615.354980
	Iteration 46Q: 3 clusters Score -1.164802e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81947 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -11648015.000000 Penalty: 5615.354980
	Iteration 47F: 3 clusters Score -1.164802e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Entering Unmasked Estep 
Score: -137574.921875 Penalty: 1721.415161
	Iteration 0F: 2 clusters Score -137574.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -135639.250000 Penalty: 3442.830322
	Iteration 0F: 3 clusters Score -135639.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -135920.875000 Penalty: 3442.830322
	Iteration 1F: 3 clusters Score -135920.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -136006.562500 Penalty: 3442.830322
	Iteration 2F: 3 clusters Score -136006.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -136051.875000 Penalty: 3442.830322
	Iteration 3Q: 3 clusters Score -136051.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -136074.640625 Penalty: 3442.830322
	Iteration 4Q: 3 clusters Score -136074.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -136095.093750 Penalty: 3442.830322
	Iteration 5Q: 3 clusters Score -136095.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -136114.312500 Penalty: 3442.830322
	Iteration 6Q: 3 clusters Score -136114.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -136122.359375 Penalty: 3442.830322
	Iteration 7Q: 3 clusters Score -136122.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -136130.703125 Penalty: 3442.830322
	Iteration 8Q: 3 clusters Score -136130.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -136135.000000 Penalty: 3442.830322
	Iteration 9Q: 3 clusters Score -136135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -136137.328125 Penalty: 3442.830322
	Iteration 10Q: 3 clusters Score -136137.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -136140.296875 Penalty: 3442.830322
	Iteration 11Q: 3 clusters Score -136140.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -136140.734375 Penalty: 3442.830322
	Iteration 12Q: 3 clusters Score -136140.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -136140.734375 Penalty: 3442.830322
	Iteration 13F: 3 clusters Score -136140.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Entering Unmasked Estep 
Score: -2369576.500000 Penalty: 2411.270264
	Iteration 0F: 2 clusters Score -2369576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -2357591.750000 Penalty: 4822.540527
	Iteration 0F: 3 clusters Score -2357592 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2361460.500000 Penalty: 4822.540527
	Iteration 1F: 3 clusters Score -2361460 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -2361772.250000 Penalty: 4822.540527
	Iteration 2F: 3 clusters Score -2361772 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2362026.500000 Penalty: 4822.540527
	Iteration 3Q: 3 clusters Score -2362026 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -2362238.250000 Penalty: 4822.540527
	Iteration 4Q: 3 clusters Score -2362238 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -2362425.750000 Penalty: 4822.540527
	Iteration 5Q: 3 clusters Score -2362426 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2362607.750000 Penalty: 4822.540527
	Iteration 6Q: 3 clusters Score -2362608 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -2362778.500000 Penalty: 4822.540527
	Iteration 7Q: 3 clusters Score -2362778 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2362976.000000 Penalty: 4822.540527
	Iteration 8Q: 3 clusters Score -2362976 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -2363208.750000 Penalty: 4822.540527
	Iteration 9Q: 3 clusters Score -2363209 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -2363487.000000 Penalty: 4822.540527
	Iteration 10Q: 3 clusters Score -2363487 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -2363776.500000 Penalty: 4822.540527
	Iteration 11Q: 3 clusters Score -2363776 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -2364134.500000 Penalty: 4822.540527
	Iteration 12Q: 3 clusters Score -2364134 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -2364533.250000 Penalty: 4822.540527
	Iteration 13Q: 3 clusters Score -2364533 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -2364954.500000 Penalty: 4822.540527
	Iteration 14Q: 3 clusters Score -2364954 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -2365357.000000 Penalty: 4822.540527
	Iteration 15Q: 3 clusters Score -2365357 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -2365766.000000 Penalty: 4822.540527
	Iteration 16Q: 3 clusters Score -2365766 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -2366108.750000 Penalty: 4822.540527
	Iteration 17Q: 3 clusters Score -2366109 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -2366377.750000 Penalty: 4822.540527
	Iteration 18Q: 3 clusters Score -2366378 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2366583.000000 Penalty: 4822.540527
	Iteration 19Q: 3 clusters Score -2366583 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2366733.750000 Penalty: 4822.540527
	Iteration 20F: 3 clusters Score -2366734 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2366847.000000 Penalty: 4822.540527
	Iteration 21Q: 3 clusters Score -2366847 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2366951.000000 Penalty: 4822.540527
	Iteration 22Q: 3 clusters Score -2366951 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2367051.500000 Penalty: 4822.540527
	Iteration 23Q: 3 clusters Score -2367052 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2367149.000000 Penalty: 4822.540527
	Iteration 24Q: 3 clusters Score -2367149 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2367227.750000 Penalty: 4822.540527
	Iteration 25Q: 3 clusters Score -2367228 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2367291.000000 Penalty: 4822.540527
	Iteration 26Q: 3 clusters Score -2367291 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2367343.750000 Penalty: 4822.540527
	Iteration 27Q: 3 clusters Score -2367344 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2367385.250000 Penalty: 4822.540527
	Iteration 28Q: 3 clusters Score -2367385 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2367412.750000 Penalty: 4822.540527
	Iteration 29Q: 3 clusters Score -2367413 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2367454.250000 Penalty: 4822.540527
	Iteration 30Q: 3 clusters Score -2367454 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2367484.000000 Penalty: 4822.540527
	Iteration 31Q: 3 clusters Score -2367484 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2367511.000000 Penalty: 4822.540527
	Iteration 32Q: 3 clusters Score -2367511 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2367539.000000 Penalty: 4822.540527
	Iteration 33Q: 3 clusters Score -2367539 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2367562.000000 Penalty: 4822.540527
	Iteration 34Q: 3 clusters Score -2367562 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2367590.000000 Penalty: 4822.540527
	Iteration 35Q: 3 clusters Score -2367590 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2367616.500000 Penalty: 4822.540527
	Iteration 36Q: 3 clusters Score -2367616 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2367640.250000 Penalty: 4822.540527
	Iteration 37Q: 3 clusters Score -2367640 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2367659.250000 Penalty: 4822.540527
	Iteration 38Q: 3 clusters Score -2367659 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2367683.000000 Penalty: 4822.540527
	Iteration 39Q: 3 clusters Score -2367683 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2367708.000000 Penalty: 4822.540527
	Iteration 40F: 3 clusters Score -2367708 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2367733.750000 Penalty: 4822.540527
	Iteration 41Q: 3 clusters Score -2367734 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2367751.250000 Penalty: 4822.540527
	Iteration 42Q: 3 clusters Score -2367751 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2367763.250000 Penalty: 4822.540527
	Iteration 43Q: 3 clusters Score -2367763 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2367775.500000 Penalty: 4822.540527
	Iteration 44Q: 3 clusters Score -2367776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2367775.500000 Penalty: 4822.540527
	Iteration 45Q: 3 clusters Score -2367776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2367776.750000 Penalty: 4822.540527
	Iteration 46Q: 3 clusters Score -2367777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2367783.500000 Penalty: 4822.540527
	Iteration 47Q: 3 clusters Score -2367784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2367785.500000 Penalty: 4822.540527
	Iteration 48Q: 3 clusters Score -2367786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2367786.750000 Penalty: 4822.540527
	Iteration 49Q: 3 clusters Score -2367787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2367792.750000 Penalty: 4822.540527
	Iteration 50Q: 3 clusters Score -2367793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2367790.750000 Penalty: 4822.540527
	Iteration 51Q: 3 clusters Score -2367791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2367795.250000 Penalty: 4822.540527
	Iteration 52Q: 3 clusters Score -2367795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2367795.500000 Penalty: 4822.540527
	Iteration 53Q: 3 clusters Score -2367796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2367794.500000 Penalty: 4822.540527
	Iteration 54Q: 3 clusters Score -2367794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2367798.500000 Penalty: 4822.540527
	Iteration 55Q: 3 clusters Score -2367798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2367798.500000 Penalty: 4822.540527
	Iteration 56Q: 3 clusters Score -2367798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2367798.750000 Penalty: 4822.540527
	Iteration 57Q: 3 clusters Score -2367799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2367799.750000 Penalty: 4822.540527
	Iteration 58Q: 3 clusters Score -2367800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2367798.750000 Penalty: 4822.540527
	Iteration 59Q: 3 clusters Score -2367799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2367799.000000 Penalty: 4822.540527
	Iteration 60F: 3 clusters Score -2367799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Entering Unmasked Estep 
Score: -3706991.000000 Penalty: 2532.922119
	Iteration 0F: 2 clusters Score -3706991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -3688365.000000 Penalty: 5065.844238
	Iteration 0F: 3 clusters Score -3688365 nChanged 12068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -3694620.750000 Penalty: 5065.844238
	Iteration 1F: 3 clusters Score -3694621 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -3695206.500000 Penalty: 5065.844238
	Iteration 2F: 3 clusters Score -3695206 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -3696215.250000 Penalty: 5065.844238
	Iteration 3F: 3 clusters Score -3696215 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -3698153.750000 Penalty: 5065.844238
	Iteration 4F: 3 clusters Score -3698154 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -3700704.500000 Penalty: 5065.844238
	Iteration 5F: 3 clusters Score -3700704 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -3703019.000000 Penalty: 5065.844238
	Iteration 6F: 3 clusters Score -3703019 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -3704498.500000 Penalty: 5065.844238
	Iteration 7F: 3 clusters Score -3704498 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -3705348.000000 Penalty: 5065.844238
	Iteration 8Q: 3 clusters Score -3705348 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -3705815.750000 Penalty: 5065.844238
	Iteration 9Q: 3 clusters Score -3705816 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3706161.250000 Penalty: 5065.844238
	Iteration 10Q: 3 clusters Score -3706161 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3706542.250000 Penalty: 5065.844238
	Iteration 11Q: 3 clusters Score -3706542 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3706753.500000 Penalty: 5065.844238
	Iteration 12Q: 3 clusters Score -3706754 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3706814.000000 Penalty: 5065.844238
	Iteration 13Q: 3 clusters Score -3706814 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3706831.500000 Penalty: 5065.844238
	Iteration 14Q: 3 clusters Score -3706832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3706844.250000 Penalty: 5065.844238
	Iteration 15Q: 3 clusters Score -3706844 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3706854.500000 Penalty: 5065.844238
	Iteration 16Q: 3 clusters Score -3706854 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3706859.750000 Penalty: 5065.844238
	Iteration 17Q: 3 clusters Score -3706860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3706866.750000 Penalty: 5065.844238
	Iteration 18Q: 3 clusters Score -3706867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3706866.750000 Penalty: 5065.844238
	Iteration 19Q: 3 clusters Score -3706867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3706862.750000 Penalty: 5065.844238
	Iteration 20F: 3 clusters Score -3706863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3706864.000000 Penalty: 5065.844238
	Iteration 21Q: 3 clusters Score -3706864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3706865.500000 Penalty: 5065.844238
	Iteration 22Q: 3 clusters Score -3706866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3706862.750000 Penalty: 5065.844238
	Iteration 23Q: 3 clusters Score -3706863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3706867.750000 Penalty: 5065.844238
	Iteration 24Q: 3 clusters Score -3706868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3706873.250000 Penalty: 5065.844238
	Iteration 25Q: 3 clusters Score -3706873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3706875.750000 Penalty: 5065.844238
	Iteration 26Q: 3 clusters Score -3706876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3706878.000000 Penalty: 5065.844238
	Iteration 27Q: 3 clusters Score -3706878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3706872.000000 Penalty: 5065.844238
	Iteration 28Q: 3 clusters Score -3706872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3706874.250000 Penalty: 5065.844238
	Iteration 29Q: 3 clusters Score -3706874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3706877.000000 Penalty: 5065.844238
	Iteration 30Q: 3 clusters Score -3706877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3706877.000000 Penalty: 5065.844238
	Iteration 31F: 3 clusters Score -3706877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Entering Unmasked Estep 
Score: -2234050.250000 Penalty: 2396.772461
	Iteration 0F: 2 clusters Score -2234050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -2222704.250000 Penalty: 4793.544922
	Iteration 0F: 3 clusters Score -2222704 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2226285.250000 Penalty: 4793.544922
	Iteration 1F: 3 clusters Score -2226285 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -2226647.250000 Penalty: 4793.544922
	Iteration 2F: 3 clusters Score -2226647 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -2226904.750000 Penalty: 4793.544922
	Iteration 3Q: 3 clusters Score -2226905 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -2227083.750000 Penalty: 4793.544922
	Iteration 4Q: 3 clusters Score -2227084 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -2227236.000000 Penalty: 4793.544922
	Iteration 5Q: 3 clusters Score -2227236 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -2227367.750000 Penalty: 4793.544922
	Iteration 6Q: 3 clusters Score -2227368 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -2227472.500000 Penalty: 4793.544922
	Iteration 7Q: 3 clusters Score -2227472 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -2227571.000000 Penalty: 4793.544922
	Iteration 8Q: 3 clusters Score -2227571 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2227679.750000 Penalty: 4793.544922
	Iteration 9Q: 3 clusters Score -2227680 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -2227780.750000 Penalty: 4793.544922
	Iteration 10Q: 3 clusters Score -2227781 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -2227889.250000 Penalty: 4793.544922
	Iteration 11Q: 3 clusters Score -2227889 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2227988.500000 Penalty: 4793.544922
	Iteration 12Q: 3 clusters Score -2227988 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -2228110.000000 Penalty: 4793.544922
	Iteration 13Q: 3 clusters Score -2228110 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -2228262.750000 Penalty: 4793.544922
	Iteration 14Q: 3 clusters Score -2228263 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -2228445.250000 Penalty: 4793.544922
	Iteration 15Q: 3 clusters Score -2228445 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -2228662.500000 Penalty: 4793.544922
	Iteration 16Q: 3 clusters Score -2228662 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2228924.500000 Penalty: 4793.544922
	Iteration 17Q: 3 clusters Score -2228924 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -2229198.250000 Penalty: 4793.544922
	Iteration 18Q: 3 clusters Score -2229198 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2229508.000000 Penalty: 4793.544922
	Iteration 19Q: 3 clusters Score -2229508 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -2229809.750000 Penalty: 4793.544922
	Iteration 20F: 3 clusters Score -2229810 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -2230097.500000 Penalty: 4793.544922
	Iteration 21Q: 3 clusters Score -2230098 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -2230426.000000 Penalty: 4793.544922
	Iteration 22Q: 3 clusters Score -2230426 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -2230713.250000 Penalty: 4793.544922
	Iteration 23Q: 3 clusters Score -2230713 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -2230946.500000 Penalty: 4793.544922
	Iteration 24Q: 3 clusters Score -2230946 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -2231161.000000 Penalty: 4793.544922
	Iteration 25Q: 3 clusters Score -2231161 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -2231325.500000 Penalty: 4793.544922
	Iteration 26Q: 3 clusters Score -2231326 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -2231433.000000 Penalty: 4793.544922
	Iteration 27Q: 3 clusters Score -2231433 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -2231539.750000 Penalty: 4793.544922
	Iteration 28Q: 3 clusters Score -2231540 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -2231654.000000 Penalty: 4793.544922
	Iteration 29Q: 3 clusters Score -2231654 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2231748.000000 Penalty: 4793.544922
	Iteration 30Q: 3 clusters Score -2231748 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -2231825.250000 Penalty: 4793.544922
	Iteration 31Q: 3 clusters Score -2231825 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -2231873.000000 Penalty: 4793.544922
	Iteration 32Q: 3 clusters Score -2231873 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -2231896.500000 Penalty: 4793.544922
	Iteration 33Q: 3 clusters Score -2231896 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -2231930.500000 Penalty: 4793.544922
	Iteration 34Q: 3 clusters Score -2231930 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -2231958.250000 Penalty: 4793.544922
	Iteration 35Q: 3 clusters Score -2231958 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -2231981.000000 Penalty: 4793.544922
	Iteration 36Q: 3 clusters Score -2231981 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -2231995.500000 Penalty: 4793.544922
	Iteration 37Q: 3 clusters Score -2231996 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -2232014.000000 Penalty: 4793.544922
	Iteration 38Q: 3 clusters Score -2232014 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2232026.500000 Penalty: 4793.544922
	Iteration 39Q: 3 clusters Score -2232026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2232042.000000 Penalty: 4793.544922
	Iteration 40F: 3 clusters Score -2232042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -2232049.750000 Penalty: 4793.544922
	Iteration 41Q: 3 clusters Score -2232050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -2232057.500000 Penalty: 4793.544922
	Iteration 42Q: 3 clusters Score -2232058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -2232061.250000 Penalty: 4793.544922
	Iteration 43Q: 3 clusters Score -2232061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2232065.000000 Penalty: 4793.544922
	Iteration 44Q: 3 clusters Score -2232065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -2232066.250000 Penalty: 4793.544922
	Iteration 45Q: 3 clusters Score -2232066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -2232066.250000 Penalty: 4793.544922
	Iteration 46Q: 3 clusters Score -2232066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -2232068.750000 Penalty: 4793.544922
	Iteration 47Q: 3 clusters Score -2232069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -2232075.000000 Penalty: 4793.544922
	Iteration 48Q: 3 clusters Score -2232075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -2232073.500000 Penalty: 4793.544922
	Iteration 49Q: 3 clusters Score -2232074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -2232080.750000 Penalty: 4793.544922
	Iteration 50Q: 3 clusters Score -2232081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -2232084.750000 Penalty: 4793.544922
	Iteration 51Q: 3 clusters Score -2232085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -2232085.000000 Penalty: 4793.544922
	Iteration 52Q: 3 clusters Score -2232085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -2232091.750000 Penalty: 4793.544922
	Iteration 53Q: 3 clusters Score -2232092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -2232092.750000 Penalty: 4793.544922
	Iteration 54Q: 3 clusters Score -2232093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -2232093.500000 Penalty: 4793.544922
	Iteration 55Q: 3 clusters Score -2232094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2232095.750000 Penalty: 4793.544922
	Iteration 56Q: 3 clusters Score -2232096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2232096.750000 Penalty: 4793.544922
	Iteration 57Q: 3 clusters Score -2232097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -2232096.000000 Penalty: 4793.544922
	Iteration 58Q: 3 clusters Score -2232096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -2232096.000000 Penalty: 4793.544922
	Iteration 59F: 3 clusters Score -2232096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -49710.195312 Penalty: 1520.004517
	Iteration 0F: 2 clusters Score -49710.2 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 257 members 
Entering Unmasked Estep 
Score: -48291.507812 Penalty: 3040.009033
	Iteration 0F: 3 clusters Score -48291.51 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -48593.425781 Penalty: 3040.009033
	Iteration 1F: 3 clusters Score -48593.43 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -48812.328125 Penalty: 3040.009033
	Iteration 2F: 3 clusters Score -48812.33 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -48992.750000 Penalty: 3040.009033
	Iteration 3F: 3 clusters Score -48992.75 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -49181.570312 Penalty: 3040.009033
	Iteration 4F: 3 clusters Score -49181.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -49492.667969 Penalty: 3040.009033
	Iteration 5F: 3 clusters Score -49492.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -49868.007812 Penalty: 3040.009033
	Iteration 6Q: 3 clusters Score -49868.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -50317.445312 Penalty: 3040.009033
	Iteration 7F: 3 clusters Score -50317.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -50417.953125 Penalty: 3040.009033
	Iteration 8Q: 3 clusters Score -50417.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -50458.414062 Penalty: 3040.009033
	Iteration 9Q: 3 clusters Score -50458.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -50474.195312 Penalty: 3040.009033
	Iteration 10Q: 3 clusters Score -50474.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -50482.273438 Penalty: 3040.009033
	Iteration 11Q: 3 clusters Score -50482.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -50486.886719 Penalty: 3040.009033
	Iteration 12Q: 3 clusters Score -50486.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -50486.886719 Penalty: 3040.009033
	Iteration 13F: 3 clusters Score -50486.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33790 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151689 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56888 members 
Mstep: Class 9 contains 82560 members 
Mstep: Class 10 contains 1034 members 
Mstep: Class 11 contains 16695 members 
Mstep: Class 12 contains 27266 members 
Mstep: Class 13 contains 15747 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17419 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66237 members 
Mstep: Class 19 contains 7342 members 
Mstep: Class 20 contains 120096 members 
Mstep: Class 21 contains 19009 members 
Mstep: Class 22 contains 164989 members 
Mstep: Class 23 contains 169961 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Mstep: Class 26 contains 158 members 
Entering Unmasked Estep 
Score: -132694568.000000 Penalty: 88826.445312
Splitting cluster 14 changes total score from -132695608.000000 to -132694568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (1724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Entering Unmasked Estep 
Score: -242866.796875 Penalty: 1848.195801
	Iteration 0F: 2 clusters Score -242866.8 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 831 members 
Entering Unmasked Estep 
Score: -240406.234375 Penalty: 3696.391602
	Iteration 0F: 3 clusters Score -240406.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -240818.406250 Penalty: 3696.391602
	Iteration 1F: 3 clusters Score -240818.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -240938.968750 Penalty: 3696.391602
	Iteration 2F: 3 clusters Score -240939 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -240998.687500 Penalty: 3696.391602
	Iteration 3Q: 3 clusters Score -240998.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -241029.437500 Penalty: 3696.391602
	Iteration 4Q: 3 clusters Score -241029.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -241051.359375 Penalty: 3696.391602
	Iteration 5Q: 3 clusters Score -241051.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -241076.750000 Penalty: 3696.391602
	Iteration 6Q: 3 clusters Score -241076.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -241098.625000 Penalty: 3696.391602
	Iteration 7Q: 3 clusters Score -241098.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -241118.203125 Penalty: 3696.391602
	Iteration 8Q: 3 clusters Score -241118.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -241134.062500 Penalty: 3696.391602
	Iteration 9Q: 3 clusters Score -241134.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -241145.015625 Penalty: 3696.391602
	Iteration 10Q: 3 clusters Score -241145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -241150.281250 Penalty: 3696.391602
	Iteration 11Q: 3 clusters Score -241150.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -241157.078125 Penalty: 3696.391602
	Iteration 12Q: 3 clusters Score -241157.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -241161.796875 Penalty: 3696.391602
	Iteration 13Q: 3 clusters Score -241161.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -241168.406250 Penalty: 3696.391602
	Iteration 14Q: 3 clusters Score -241168.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -241171.171875 Penalty: 3696.391602
	Iteration 15Q: 3 clusters Score -241171.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -241173.156250 Penalty: 3696.391602
	Iteration 16Q: 3 clusters Score -241173.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -241177.265625 Penalty: 3696.391602
	Iteration 17Q: 3 clusters Score -241177.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -241181.703125 Penalty: 3696.391602
	Iteration 18Q: 3 clusters Score -241181.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -241185.078125 Penalty: 3696.391602
	Iteration 19Q: 3 clusters Score -241185.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -241185.546875 Penalty: 3696.391602
	Iteration 20F: 3 clusters Score -241185.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -241186.203125 Penalty: 3696.391602
	Iteration 21Q: 3 clusters Score -241186.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -241186.203125 Penalty: 3696.391602
	Iteration 22F: 3 clusters Score -241186.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Entering Unmasked Estep 
Score: -2458678.250000 Penalty: 2421.798584
	Iteration 0F: 2 clusters Score -2458678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -2446285.750000 Penalty: 4843.597168
	Iteration 0F: 3 clusters Score -2446286 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -2450497.250000 Penalty: 4843.597168
	Iteration 1F: 3 clusters Score -2450497 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -2450979.750000 Penalty: 4843.597168
	Iteration 2F: 3 clusters Score -2450980 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -2451475.250000 Penalty: 4843.597168
	Iteration 3F: 3 clusters Score -2451475 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -2451955.250000 Penalty: 4843.597168
	Iteration 4F: 3 clusters Score -2451955 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -2452505.000000 Penalty: 4843.597168
	Iteration 5F: 3 clusters Score -2452505 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -2453077.250000 Penalty: 4843.597168
	Iteration 6F: 3 clusters Score -2453077 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -2453828.000000 Penalty: 4843.597168
	Iteration 7F: 3 clusters Score -2453828 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -2454594.500000 Penalty: 4843.597168
	Iteration 8F: 3 clusters Score -2454594 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -2455244.750000 Penalty: 4843.597168
	Iteration 9Q: 3 clusters Score -2455245 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -2455783.500000 Penalty: 4843.597168
	Iteration 10Q: 3 clusters Score -2455784 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -2456132.500000 Penalty: 4843.597168
	Iteration 11Q: 3 clusters Score -2456132 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -2456348.250000 Penalty: 4843.597168
	Iteration 12Q: 3 clusters Score -2456348 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -2456475.250000 Penalty: 4843.597168
	Iteration 13Q: 3 clusters Score -2456475 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2456540.000000 Penalty: 4843.597168
	Iteration 14Q: 3 clusters Score -2456540 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -2456581.750000 Penalty: 4843.597168
	Iteration 15Q: 3 clusters Score -2456582 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -2456611.500000 Penalty: 4843.597168
	Iteration 16Q: 3 clusters Score -2456612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -2456627.000000 Penalty: 4843.597168
	Iteration 17Q: 3 clusters Score -2456627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -2456640.500000 Penalty: 4843.597168
	Iteration 18Q: 3 clusters Score -2456640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -2456643.500000 Penalty: 4843.597168
	Iteration 19Q: 3 clusters Score -2456644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -2456645.250000 Penalty: 4843.597168
	Iteration 20F: 3 clusters Score -2456645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -2456648.250000 Penalty: 4843.597168
	Iteration 21Q: 3 clusters Score -2456648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -2456648.250000 Penalty: 4843.597168
	Iteration 22F: 3 clusters Score -2456648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -51199.085938 Penalty: 1514.541626
	Iteration 0F: 2 clusters Score -51199.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -49776.613281 Penalty: 3029.083252
	Iteration 0F: 3 clusters Score -49776.61 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -50101.246094 Penalty: 3029.083252
	Iteration 1F: 3 clusters Score -50101.25 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -50396.972656 Penalty: 3029.083252
	Iteration 2F: 3 clusters Score -50396.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50539.671875 Penalty: 3029.083252
	Iteration 3F: 3 clusters Score -50539.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50592.488281 Penalty: 3029.083252
	Iteration 4Q: 3 clusters Score -50592.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -50608.031250 Penalty: 3029.083252
	Iteration 5Q: 3 clusters Score -50608.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -50620.507812 Penalty: 3029.083252
	Iteration 6Q: 3 clusters Score -50620.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -50636.570312 Penalty: 3029.083252
	Iteration 7Q: 3 clusters Score -50636.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -50654.500000 Penalty: 3029.083252
	Iteration 8Q: 3 clusters Score -50654.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -50670.894531 Penalty: 3029.083252
	Iteration 9Q: 3 clusters Score -50670.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50682.878906 Penalty: 3029.083252
	Iteration 10Q: 3 clusters Score -50682.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -50685.097656 Penalty: 3029.083252
	Iteration 11Q: 3 clusters Score -50685.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -50685.097656 Penalty: 3029.083252
	Iteration 12F: 3 clusters Score -50685.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (66237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66237 members 
Entering Unmasked Estep 
Score: -9323112.000000 Penalty: 2753.046631
	Iteration 0F: 2 clusters Score -9323112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -9278482.000000 Penalty: 5506.093262
	Iteration 0F: 3 clusters Score -9278482 nChanged 31055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31979 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -9296029.000000 Penalty: 5506.093262
	Iteration 1F: 3 clusters Score -9296029 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -9296573.000000 Penalty: 5506.093262
	Iteration 2Q: 3 clusters Score -9296573 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -9297246.000000 Penalty: 5506.093262
	Iteration 3Q: 3 clusters Score -9297246 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 37848 members 
Entering Unmasked Estep 
Score: -9298061.000000 Penalty: 5506.093262
	Iteration 4Q: 3 clusters Score -9298061 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 40305 members 
Entering Unmasked Estep 
Score: -9299245.000000 Penalty: 5506.093262
	Iteration 5Q: 3 clusters Score -9299245 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -9301329.000000 Penalty: 5506.093262
	Iteration 6F: 3 clusters Score -9301329 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 48414 members 
Entering Unmasked Estep 
Score: -9305082.000000 Penalty: 5506.093262
	Iteration 7F: 3 clusters Score -9305082 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 53938 members 
Entering Unmasked Estep 
Score: -9310463.000000 Penalty: 5506.093262
	Iteration 8F: 3 clusters Score -9310463 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 58839 members 
Entering Unmasked Estep 
Score: -9315578.000000 Penalty: 5506.093262
	Iteration 9F: 3 clusters Score -9315578 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 61959 members 
Entering Unmasked Estep 
Score: -9318779.000000 Penalty: 5506.093262
	Iteration 10F: 3 clusters Score -9318779 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 63579 members 
Entering Unmasked Estep 
Score: -9320317.000000 Penalty: 5506.093262
	Iteration 11Q: 3 clusters Score -9320317 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 64302 members 
Entering Unmasked Estep 
Score: -9320860.000000 Penalty: 5506.093262
	Iteration 12Q: 3 clusters Score -9320860 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 64672 members 
Entering Unmasked Estep 
Score: -9321098.000000 Penalty: 5506.093262
	Iteration 13Q: 3 clusters Score -9321098 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 64834 members 
Entering Unmasked Estep 
Score: -9321207.000000 Penalty: 5506.093262
	Iteration 14Q: 3 clusters Score -9321207 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 64952 members 
Entering Unmasked Estep 
Score: -9321282.000000 Penalty: 5506.093262
	Iteration 15Q: 3 clusters Score -9321282 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 65021 members 
Entering Unmasked Estep 
Score: -9321331.000000 Penalty: 5506.093262
	Iteration 16Q: 3 clusters Score -9321331 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 65065 members 
Entering Unmasked Estep 
Score: -9321344.000000 Penalty: 5506.093262
	Iteration 17Q: 3 clusters Score -9321344 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 65096 members 
Entering Unmasked Estep 
Score: -9321369.000000 Penalty: 5506.093262
	Iteration 18Q: 3 clusters Score -9321369 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 65127 members 
Entering Unmasked Estep 
Score: -9321384.000000 Penalty: 5506.093262
	Iteration 19Q: 3 clusters Score -9321384 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 65153 members 
Entering Unmasked Estep 
Score: -9321403.000000 Penalty: 5506.093262
	Iteration 20F: 3 clusters Score -9321403 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 65165 members 
Entering Unmasked Estep 
Score: -9321413.000000 Penalty: 5506.093262
	Iteration 21Q: 3 clusters Score -9321413 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 65173 members 
Entering Unmasked Estep 
Score: -9321416.000000 Penalty: 5506.093262
	Iteration 22Q: 3 clusters Score -9321416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 65180 members 
Entering Unmasked Estep 
Score: -9321414.000000 Penalty: 5506.093262
	Iteration 23Q: 3 clusters Score -9321414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 65186 members 
Entering Unmasked Estep 
Score: -9321423.000000 Penalty: 5506.093262
	Iteration 24Q: 3 clusters Score -9321423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 65188 members 
Entering Unmasked Estep 
Score: -9321430.000000 Penalty: 5506.093262
	Iteration 25Q: 3 clusters Score -9321430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 65191 members 
Entering Unmasked Estep 
Score: -9321427.000000 Penalty: 5506.093262
	Iteration 26Q: 3 clusters Score -9321427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 65191 members 
Entering Unmasked Estep 
Score: -9321427.000000 Penalty: 5506.093262
	Iteration 27F: 3 clusters Score -9321427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Entering Unmasked Estep 
Score: -994405.000000 Penalty: 2207.538818
	Iteration 0F: 2 clusters Score -994405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -988391.062500 Penalty: 4415.077637
	Iteration 0F: 3 clusters Score -988391.1 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -989909.250000 Penalty: 4415.077637
	Iteration 1F: 3 clusters Score -989909.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -990161.312500 Penalty: 4415.077637
	Iteration 2F: 3 clusters Score -990161.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -990410.750000 Penalty: 4415.077637
	Iteration 3F: 3 clusters Score -990410.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -990699.125000 Penalty: 4415.077637
	Iteration 4F: 3 clusters Score -990699.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -991071.062500 Penalty: 4415.077637
	Iteration 5F: 3 clusters Score -991071.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -991494.312500 Penalty: 4415.077637
	Iteration 6F: 3 clusters Score -991494.3 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -991814.062500 Penalty: 4415.077637
	Iteration 7F: 3 clusters Score -991814.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -992036.875000 Penalty: 4415.077637
	Iteration 8Q: 3 clusters Score -992036.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -992199.250000 Penalty: 4415.077637
	Iteration 9Q: 3 clusters Score -992199.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -992338.687500 Penalty: 4415.077637
	Iteration 10Q: 3 clusters Score -992338.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -992440.125000 Penalty: 4415.077637
	Iteration 11Q: 3 clusters Score -992440.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -992507.812500 Penalty: 4415.077637
	Iteration 12Q: 3 clusters Score -992507.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -992575.625000 Penalty: 4415.077637
	Iteration 13Q: 3 clusters Score -992575.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -992628.625000 Penalty: 4415.077637
	Iteration 14Q: 3 clusters Score -992628.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -992659.375000 Penalty: 4415.077637
	Iteration 15Q: 3 clusters Score -992659.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -992689.750000 Penalty: 4415.077637
	Iteration 16Q: 3 clusters Score -992689.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -992716.937500 Penalty: 4415.077637
	Iteration 17Q: 3 clusters Score -992716.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -992738.500000 Penalty: 4415.077637
	Iteration 18Q: 3 clusters Score -992738.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -992767.250000 Penalty: 4415.077637
	Iteration 19Q: 3 clusters Score -992767.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -992798.625000 Penalty: 4415.077637
	Iteration 20F: 3 clusters Score -992798.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -992833.812500 Penalty: 4415.077637
	Iteration 21Q: 3 clusters Score -992833.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -992859.750000 Penalty: 4415.077637
	Iteration 22Q: 3 clusters Score -992859.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -992889.062500 Penalty: 4415.077637
	Iteration 23Q: 3 clusters Score -992889.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -992917.437500 Penalty: 4415.077637
	Iteration 24Q: 3 clusters Score -992917.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -992937.312500 Penalty: 4415.077637
	Iteration 25Q: 3 clusters Score -992937.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -992962.062500 Penalty: 4415.077637
	Iteration 26Q: 3 clusters Score -992962.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -992988.437500 Penalty: 4415.077637
	Iteration 27Q: 3 clusters Score -992988.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -993014.625000 Penalty: 4415.077637
	Iteration 28Q: 3 clusters Score -993014.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -993045.312500 Penalty: 4415.077637
	Iteration 29Q: 3 clusters Score -993045.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -993088.500000 Penalty: 4415.077637
	Iteration 30Q: 3 clusters Score -993088.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -993144.500000 Penalty: 4415.077637
	Iteration 31Q: 3 clusters Score -993144.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -993209.937500 Penalty: 4415.077637
	Iteration 32Q: 3 clusters Score -993209.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -993274.750000 Penalty: 4415.077637
	Iteration 33Q: 3 clusters Score -993274.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -993334.312500 Penalty: 4415.077637
	Iteration 34Q: 3 clusters Score -993334.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -993375.875000 Penalty: 4415.077637
	Iteration 35Q: 3 clusters Score -993375.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -993414.437500 Penalty: 4415.077637
	Iteration 36Q: 3 clusters Score -993414.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -993462.500000 Penalty: 4415.077637
	Iteration 37Q: 3 clusters Score -993462.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -993520.125000 Penalty: 4415.077637
	Iteration 38Q: 3 clusters Score -993520.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -993591.000000 Penalty: 4415.077637
	Iteration 39Q: 3 clusters Score -993591 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -993663.437500 Penalty: 4415.077637
	Iteration 40F: 3 clusters Score -993663.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -993722.312500 Penalty: 4415.077637
	Iteration 41Q: 3 clusters Score -993722.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -993759.687500 Penalty: 4415.077637
	Iteration 42Q: 3 clusters Score -993759.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -993780.875000 Penalty: 4415.077637
	Iteration 43Q: 3 clusters Score -993780.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -993795.250000 Penalty: 4415.077637
	Iteration 44Q: 3 clusters Score -993795.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -993799.187500 Penalty: 4415.077637
	Iteration 45Q: 3 clusters Score -993799.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -993810.062500 Penalty: 4415.077637
	Iteration 46Q: 3 clusters Score -993810.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -993816.187500 Penalty: 4415.077637
	Iteration 47Q: 3 clusters Score -993816.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -993817.125000 Penalty: 4415.077637
	Iteration 48Q: 3 clusters Score -993817.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -993819.000000 Penalty: 4415.077637
	Iteration 49Q: 3 clusters Score -993819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -993820.687500 Penalty: 4415.077637
	Iteration 50Q: 3 clusters Score -993820.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -993821.062500 Penalty: 4415.077637
	Iteration 51Q: 3 clusters Score -993821.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -993823.000000 Penalty: 4415.077637
	Iteration 52Q: 3 clusters Score -993823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -993823.000000 Penalty: 4415.077637
	Iteration 53F: 3 clusters Score -993823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (120096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120096 members 
Entering Unmasked Estep 
Score: -17006018.000000 Penalty: 2900.619629
	Iteration 0F: 2 clusters Score -1.700602e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59949 members 
Mstep: Class 2 contains 60147 members 
Entering Unmasked Estep 
Score: -16928838.000000 Penalty: 5801.239258
	Iteration 0F: 3 clusters Score -1.692884e+07 nChanged 56865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59160 members 
Mstep: Class 2 contains 60936 members 
Entering Unmasked Estep 
Score: -16960886.000000 Penalty: 5801.239258
	Iteration 1F: 3 clusters Score -1.696089e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58778 members 
Mstep: Class 2 contains 61318 members 
Entering Unmasked Estep 
Score: -16961462.000000 Penalty: 5801.239258
	Iteration 2Q: 3 clusters Score -1.696146e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58121 members 
Mstep: Class 2 contains 61975 members 
Entering Unmasked Estep 
Score: -16961994.000000 Penalty: 5801.239258
	Iteration 3Q: 3 clusters Score -1.696199e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57082 members 
Mstep: Class 2 contains 63014 members 
Entering Unmasked Estep 
Score: -16962600.000000 Penalty: 5801.239258
	Iteration 4Q: 3 clusters Score -1.69626e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55488 members 
Mstep: Class 2 contains 64608 members 
Entering Unmasked Estep 
Score: -16963452.000000 Penalty: 5801.239258
	Iteration 5Q: 3 clusters Score -1.696345e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52987 members 
Mstep: Class 2 contains 67109 members 
Entering Unmasked Estep 
Score: -16964834.000000 Penalty: 5801.239258
	Iteration 6Q: 3 clusters Score -1.696483e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49119 members 
Mstep: Class 2 contains 70977 members 
Entering Unmasked Estep 
Score: -16967030.000000 Penalty: 5801.239258
	Iteration 7Q: 3 clusters Score -1.696703e+07 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43353 members 
Mstep: Class 2 contains 76743 members 
Entering Unmasked Estep 
Score: -16970690.000000 Penalty: 5801.239258
	Iteration 8F: 3 clusters Score -1.697069e+07 nChanged 8846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 84759 members 
Entering Unmasked Estep 
Score: -16976840.000000 Penalty: 5801.239258
	Iteration 9F: 3 clusters Score -1.697684e+07 nChanged 10280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 94647 members 
Entering Unmasked Estep 
Score: -16985450.000000 Penalty: 5801.239258
	Iteration 10F: 3 clusters Score -1.698545e+07 nChanged 9362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 103871 members 
Entering Unmasked Estep 
Score: -16994122.000000 Penalty: 5801.239258
	Iteration 11F: 3 clusters Score -1.699412e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 109637 members 
Entering Unmasked Estep 
Score: -16999994.000000 Penalty: 5801.239258
	Iteration 12Q: 3 clusters Score -1.699999e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 112307 members 
Entering Unmasked Estep 
Score: -17002636.000000 Penalty: 5801.239258
	Iteration 13Q: 3 clusters Score -1.700264e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 113830 members 
Entering Unmasked Estep 
Score: -17003746.000000 Penalty: 5801.239258
	Iteration 14Q: 3 clusters Score -1.700375e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 114837 members 
Entering Unmasked Estep 
Score: -17004312.000000 Penalty: 5801.239258
	Iteration 15Q: 3 clusters Score -1.700431e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 115540 members 
Entering Unmasked Estep 
Score: -17004582.000000 Penalty: 5801.239258
	Iteration 16Q: 3 clusters Score -1.700458e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 116062 members 
Entering Unmasked Estep 
Score: -17004810.000000 Penalty: 5801.239258
	Iteration 17Q: 3 clusters Score -1.700481e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 116481 members 
Entering Unmasked Estep 
Score: -17004884.000000 Penalty: 5801.239258
	Iteration 18Q: 3 clusters Score -1.700488e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 116786 members 
Entering Unmasked Estep 
Score: -17004964.000000 Penalty: 5801.239258
	Iteration 19Q: 3 clusters Score -1.700496e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 117024 members 
Entering Unmasked Estep 
Score: -17005002.000000 Penalty: 5801.239258
	Iteration 20F: 3 clusters Score -1.7005e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 117190 members 
Entering Unmasked Estep 
Score: -17005036.000000 Penalty: 5801.239258
	Iteration 21Q: 3 clusters Score -1.700504e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 117340 members 
Entering Unmasked Estep 
Score: -17005044.000000 Penalty: 5801.239258
	Iteration 22Q: 3 clusters Score -1.700504e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 117470 members 
Entering Unmasked Estep 
Score: -17005078.000000 Penalty: 5801.239258
	Iteration 23Q: 3 clusters Score -1.700508e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 117577 members 
Entering Unmasked Estep 
Score: -17005092.000000 Penalty: 5801.239258
	Iteration 24Q: 3 clusters Score -1.700509e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 117659 members 
Entering Unmasked Estep 
Score: -17005100.000000 Penalty: 5801.239258
	Iteration 25Q: 3 clusters Score -1.70051e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 117731 members 
Entering Unmasked Estep 
Score: -17005090.000000 Penalty: 5801.239258
	Iteration 26Q: 3 clusters Score -1.700509e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 117789 members 
Entering Unmasked Estep 
Score: -17005090.000000 Penalty: 5801.239258
	Iteration 27Q: 3 clusters Score -1.700509e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 117840 members 
Entering Unmasked Estep 
Score: -17005082.000000 Penalty: 5801.239258
	Iteration 28Q: 3 clusters Score -1.700508e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 117879 members 
Entering Unmasked Estep 
Score: -17005084.000000 Penalty: 5801.239258
	Iteration 29Q: 3 clusters Score -1.700508e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 117906 members 
Entering Unmasked Estep 
Score: -17005084.000000 Penalty: 5801.239258
	Iteration 30Q: 3 clusters Score -1.700508e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 117932 members 
Entering Unmasked Estep 
Score: -17005082.000000 Penalty: 5801.239258
	Iteration 31Q: 3 clusters Score -1.700508e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 117957 members 
Entering Unmasked Estep 
Score: -17005086.000000 Penalty: 5801.239258
	Iteration 32Q: 3 clusters Score -1.700509e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 117974 members 
Entering Unmasked Estep 
Score: -17005070.000000 Penalty: 5801.239258
	Iteration 33Q: 3 clusters Score -1.700507e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 117988 members 
Entering Unmasked Estep 
Score: -17005078.000000 Penalty: 5801.239258
	Iteration 34Q: 3 clusters Score -1.700508e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 118006 members 
Entering Unmasked Estep 
Score: -17005072.000000 Penalty: 5801.239258
	Iteration 35Q: 3 clusters Score -1.700507e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 118018 members 
Entering Unmasked Estep 
Score: -17005096.000000 Penalty: 5801.239258
	Iteration 36Q: 3 clusters Score -1.70051e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 118030 members 
Entering Unmasked Estep 
Score: -17005088.000000 Penalty: 5801.239258
	Iteration 37Q: 3 clusters Score -1.700509e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 118047 members 
Entering Unmasked Estep 
Score: -17005086.000000 Penalty: 5801.239258
	Iteration 38Q: 3 clusters Score -1.700509e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 118061 members 
Entering Unmasked Estep 
Score: -17005072.000000 Penalty: 5801.239258
	Iteration 39Q: 3 clusters Score -1.700507e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 118065 members 
Entering Unmasked Estep 
Score: -17005068.000000 Penalty: 5801.239258
	Iteration 40F: 3 clusters Score -1.700507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 118067 members 
Entering Unmasked Estep 
Score: -17005070.000000 Penalty: 5801.239258
	Iteration 41Q: 3 clusters Score -1.700507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 118069 members 
Entering Unmasked Estep 
Score: -17005068.000000 Penalty: 5801.239258
	Iteration 42Q: 3 clusters Score -1.700507e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 118075 members 
Entering Unmasked Estep 
Score: -17005064.000000 Penalty: 5801.239258
	Iteration 43Q: 3 clusters Score -1.700506e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 118081 members 
Entering Unmasked Estep 
Score: -17005062.000000 Penalty: 5801.239258
	Iteration 44Q: 3 clusters Score -1.700506e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 118087 members 
Entering Unmasked Estep 
Score: -17005064.000000 Penalty: 5801.239258
	Iteration 45Q: 3 clusters Score -1.700506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 118090 members 
Entering Unmasked Estep 
Score: -17005068.000000 Penalty: 5801.239258
	Iteration 46Q: 3 clusters Score -1.700507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 118092 members 
Entering Unmasked Estep 
Score: -17005066.000000 Penalty: 5801.239258
	Iteration 47Q: 3 clusters Score -1.700507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 118094 members 
Entering Unmasked Estep 
Score: -17005074.000000 Penalty: 5801.239258
	Iteration 48Q: 3 clusters Score -1.700507e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 118094 members 
Entering Unmasked Estep 
Score: -17005074.000000 Penalty: 5801.239258
	Iteration 49F: 3 clusters Score -1.700507e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Entering Unmasked Estep 
Score: -2703222.750000 Penalty: 2443.461670
	Iteration 0F: 2 clusters Score -2703223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -2689778.250000 Penalty: 4886.923340
	Iteration 0F: 3 clusters Score -2689778 nChanged 8285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2694315.000000 Penalty: 4886.923340
	Iteration 1F: 3 clusters Score -2694315 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -2694765.750000 Penalty: 4886.923340
	Iteration 2F: 3 clusters Score -2694766 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -2695145.000000 Penalty: 4886.923340
	Iteration 3Q: 3 clusters Score -2695145 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -2695543.000000 Penalty: 4886.923340
	Iteration 4Q: 3 clusters Score -2695543 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2695919.500000 Penalty: 4886.923340
	Iteration 5Q: 3 clusters Score -2695920 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -2696295.750000 Penalty: 4886.923340
	Iteration 6Q: 3 clusters Score -2696296 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -2696725.250000 Penalty: 4886.923340
	Iteration 7Q: 3 clusters Score -2696725 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -2697272.750000 Penalty: 4886.923340
	Iteration 8Q: 3 clusters Score -2697273 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -2697830.500000 Penalty: 4886.923340
	Iteration 9Q: 3 clusters Score -2697830 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -2698456.500000 Penalty: 4886.923340
	Iteration 10Q: 3 clusters Score -2698456 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -2699027.500000 Penalty: 4886.923340
	Iteration 11Q: 3 clusters Score -2699028 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -2699484.000000 Penalty: 4886.923340
	Iteration 12Q: 3 clusters Score -2699484 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -2699852.000000 Penalty: 4886.923340
	Iteration 13Q: 3 clusters Score -2699852 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -2700156.250000 Penalty: 4886.923340
	Iteration 14Q: 3 clusters Score -2700156 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -2700419.750000 Penalty: 4886.923340
	Iteration 15Q: 3 clusters Score -2700420 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2700619.750000 Penalty: 4886.923340
	Iteration 16Q: 3 clusters Score -2700620 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2700787.250000 Penalty: 4886.923340
	Iteration 17Q: 3 clusters Score -2700787 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2700938.000000 Penalty: 4886.923340
	Iteration 18Q: 3 clusters Score -2700938 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2701058.500000 Penalty: 4886.923340
	Iteration 19Q: 3 clusters Score -2701058 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2701177.500000 Penalty: 4886.923340
	Iteration 20F: 3 clusters Score -2701178 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2701283.750000 Penalty: 4886.923340
	Iteration 21Q: 3 clusters Score -2701284 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2701390.500000 Penalty: 4886.923340
	Iteration 22Q: 3 clusters Score -2701390 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2701500.000000 Penalty: 4886.923340
	Iteration 23Q: 3 clusters Score -2701500 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2701578.750000 Penalty: 4886.923340
	Iteration 24Q: 3 clusters Score -2701579 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2701631.250000 Penalty: 4886.923340
	Iteration 25Q: 3 clusters Score -2701631 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2701671.750000 Penalty: 4886.923340
	Iteration 26Q: 3 clusters Score -2701672 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2701717.500000 Penalty: 4886.923340
	Iteration 27Q: 3 clusters Score -2701718 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2701766.000000 Penalty: 4886.923340
	Iteration 28Q: 3 clusters Score -2701766 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2701789.500000 Penalty: 4886.923340
	Iteration 29Q: 3 clusters Score -2701790 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2701812.750000 Penalty: 4886.923340
	Iteration 30Q: 3 clusters Score -2701813 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2701818.500000 Penalty: 4886.923340
	Iteration 31Q: 3 clusters Score -2701818 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2701832.750000 Penalty: 4886.923340
	Iteration 32Q: 3 clusters Score -2701833 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2701839.750000 Penalty: 4886.923340
	Iteration 33Q: 3 clusters Score -2701840 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2701856.000000 Penalty: 4886.923340
	Iteration 34Q: 3 clusters Score -2701856 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2701867.000000 Penalty: 4886.923340
	Iteration 35Q: 3 clusters Score -2701867 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2701885.500000 Penalty: 4886.923340
	Iteration 36Q: 3 clusters Score -2701886 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2701904.750000 Penalty: 4886.923340
	Iteration 37Q: 3 clusters Score -2701905 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2701913.750000 Penalty: 4886.923340
	Iteration 38Q: 3 clusters Score -2701914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2701928.250000 Penalty: 4886.923340
	Iteration 39Q: 3 clusters Score -2701928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2701923.250000 Penalty: 4886.923340
	Iteration 40F: 3 clusters Score -2701923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2701936.250000 Penalty: 4886.923340
	Iteration 41Q: 3 clusters Score -2701936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2701942.750000 Penalty: 4886.923340
	Iteration 42Q: 3 clusters Score -2701943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2701947.750000 Penalty: 4886.923340
	Iteration 43Q: 3 clusters Score -2701948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2701951.000000 Penalty: 4886.923340
	Iteration 44Q: 3 clusters Score -2701951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2701954.250000 Penalty: 4886.923340
	Iteration 45Q: 3 clusters Score -2701954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2701961.250000 Penalty: 4886.923340
	Iteration 46Q: 3 clusters Score -2701961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2701959.250000 Penalty: 4886.923340
	Iteration 47Q: 3 clusters Score -2701959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2701962.250000 Penalty: 4886.923340
	Iteration 48Q: 3 clusters Score -2701962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2701964.250000 Penalty: 4886.923340
	Iteration 49Q: 3 clusters Score -2701964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2701963.000000 Penalty: 4886.923340
	Iteration 50Q: 3 clusters Score -2701963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2701963.000000 Penalty: 4886.923340
	Iteration 51F: 3 clusters Score -2701963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (164989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164989 members 
Entering Unmasked Estep 
Score: -22983682.000000 Penalty: 2979.381104
	Iteration 0F: 2 clusters Score -2.298368e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82629 members 
Mstep: Class 2 contains 82360 members 
Entering Unmasked Estep 
Score: -22878164.000000 Penalty: 5958.762207
	Iteration 0F: 3 clusters Score -2.287816e+07 nChanged 79487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85414 members 
Mstep: Class 2 contains 79575 members 
Entering Unmasked Estep 
Score: -22924760.000000 Penalty: 5958.762207
	Iteration 1F: 3 clusters Score -2.292476e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87192 members 
Mstep: Class 2 contains 77797 members 
Entering Unmasked Estep 
Score: -22925784.000000 Penalty: 5958.762207
	Iteration 2Q: 3 clusters Score -2.292578e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89798 members 
Mstep: Class 2 contains 75191 members 
Entering Unmasked Estep 
Score: -22927200.000000 Penalty: 5958.762207
	Iteration 3Q: 3 clusters Score -2.29272e+07 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93654 members 
Mstep: Class 2 contains 71335 members 
Entering Unmasked Estep 
Score: -22929250.000000 Penalty: 5958.762207
	Iteration 4Q: 3 clusters Score -2.292925e+07 nChanged 7568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98924 members 
Mstep: Class 2 contains 66065 members 
Entering Unmasked Estep 
Score: -22932474.000000 Penalty: 5958.762207
	Iteration 5Q: 3 clusters Score -2.293247e+07 nChanged 8825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105849 members 
Mstep: Class 2 contains 59140 members 
Entering Unmasked Estep 
Score: -22937288.000000 Penalty: 5958.762207
	Iteration 6F: 3 clusters Score -2.293729e+07 nChanged 9940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113985 members 
Mstep: Class 2 contains 51004 members 
Entering Unmasked Estep 
Score: -22944286.000000 Penalty: 5958.762207
	Iteration 7F: 3 clusters Score -2.294429e+07 nChanged 10076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122133 members 
Mstep: Class 2 contains 42856 members 
Entering Unmasked Estep 
Score: -22952930.000000 Penalty: 5958.762207
	Iteration 8F: 3 clusters Score -2.295293e+07 nChanged 9113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128668 members 
Mstep: Class 2 contains 36321 members 
Entering Unmasked Estep 
Score: -22960822.000000 Penalty: 5958.762207
	Iteration 9F: 3 clusters Score -2.296082e+07 nChanged 7499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132865 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
Score: -22966288.000000 Penalty: 5958.762207
	Iteration 10Q: 3 clusters Score -2.296629e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135424 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -22969320.000000 Penalty: 5958.762207
	Iteration 11Q: 3 clusters Score -2.296932e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137686 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -22970990.000000 Penalty: 5958.762207
	Iteration 12Q: 3 clusters Score -2.297099e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139773 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -22972130.000000 Penalty: 5958.762207
	Iteration 13Q: 3 clusters Score -2.297213e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141699 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -22973052.000000 Penalty: 5958.762207
	Iteration 14Q: 3 clusters Score -2.297305e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143533 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -22973944.000000 Penalty: 5958.762207
	Iteration 15Q: 3 clusters Score -2.297394e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145314 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -22974808.000000 Penalty: 5958.762207
	Iteration 16Q: 3 clusters Score -2.297481e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147059 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -22975744.000000 Penalty: 5958.762207
	Iteration 17Q: 3 clusters Score -2.297574e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148695 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -22976612.000000 Penalty: 5958.762207
	Iteration 18Q: 3 clusters Score -2.297661e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150257 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -22977316.000000 Penalty: 5958.762207
	Iteration 19Q: 3 clusters Score -2.297732e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151756 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -22978172.000000 Penalty: 5958.762207
	Iteration 20F: 3 clusters Score -2.297817e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153162 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -22978884.000000 Penalty: 5958.762207
	Iteration 21Q: 3 clusters Score -2.297888e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154422 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -22979570.000000 Penalty: 5958.762207
	Iteration 22Q: 3 clusters Score -2.297957e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155523 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -22980206.000000 Penalty: 5958.762207
	Iteration 23Q: 3 clusters Score -2.298021e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156521 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -22980584.000000 Penalty: 5958.762207
	Iteration 24Q: 3 clusters Score -2.298058e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157373 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -22980830.000000 Penalty: 5958.762207
	Iteration 25Q: 3 clusters Score -2.298083e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158093 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -22981016.000000 Penalty: 5958.762207
	Iteration 26Q: 3 clusters Score -2.298102e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158725 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -22981110.000000 Penalty: 5958.762207
	Iteration 27Q: 3 clusters Score -2.298111e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159214 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -22981164.000000 Penalty: 5958.762207
	Iteration 28Q: 3 clusters Score -2.298116e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159643 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -22981258.000000 Penalty: 5958.762207
	Iteration 29Q: 3 clusters Score -2.298126e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160019 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -22981322.000000 Penalty: 5958.762207
	Iteration 30Q: 3 clusters Score -2.298132e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160329 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -22981360.000000 Penalty: 5958.762207
	Iteration 31Q: 3 clusters Score -2.298136e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160607 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -22981466.000000 Penalty: 5958.762207
	Iteration 32Q: 3 clusters Score -2.298147e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160850 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -22981550.000000 Penalty: 5958.762207
	Iteration 33Q: 3 clusters Score -2.298155e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161073 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -22981534.000000 Penalty: 5958.762207
	Iteration 34Q: 3 clusters Score -2.298153e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161241 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -22981580.000000 Penalty: 5958.762207
	Iteration 35Q: 3 clusters Score -2.298158e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161393 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -22981646.000000 Penalty: 5958.762207
	Iteration 36Q: 3 clusters Score -2.298165e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161526 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -22981624.000000 Penalty: 5958.762207
	Iteration 37Q: 3 clusters Score -2.298162e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161646 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -22981632.000000 Penalty: 5958.762207
	Iteration 38Q: 3 clusters Score -2.298163e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161742 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -22981614.000000 Penalty: 5958.762207
	Iteration 39Q: 3 clusters Score -2.298161e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161816 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -22981646.000000 Penalty: 5958.762207
	Iteration 40F: 3 clusters Score -2.298165e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161890 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -22981662.000000 Penalty: 5958.762207
	Iteration 41Q: 3 clusters Score -2.298166e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161962 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -22981676.000000 Penalty: 5958.762207
	Iteration 42Q: 3 clusters Score -2.298168e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162035 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -22981686.000000 Penalty: 5958.762207
	Iteration 43Q: 3 clusters Score -2.298169e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162097 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -22981688.000000 Penalty: 5958.762207
	Iteration 44Q: 3 clusters Score -2.298169e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162160 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -22981670.000000 Penalty: 5958.762207
	Iteration 45Q: 3 clusters Score -2.298167e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162225 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -22981698.000000 Penalty: 5958.762207
	Iteration 46Q: 3 clusters Score -2.29817e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162273 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -22981710.000000 Penalty: 5958.762207
	Iteration 47Q: 3 clusters Score -2.298171e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162321 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -22981720.000000 Penalty: 5958.762207
	Iteration 48Q: 3 clusters Score -2.298172e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162374 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -22981706.000000 Penalty: 5958.762207
	Iteration 49Q: 3 clusters Score -2.298171e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162425 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -22981746.000000 Penalty: 5958.762207
	Iteration 50Q: 3 clusters Score -2.298175e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162462 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -22981730.000000 Penalty: 5958.762207
	Iteration 51Q: 3 clusters Score -2.298173e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162503 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -22981764.000000 Penalty: 5958.762207
	Iteration 52Q: 3 clusters Score -2.298176e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162530 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -22981762.000000 Penalty: 5958.762207
	Iteration 53Q: 3 clusters Score -2.298176e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162550 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -22981758.000000 Penalty: 5958.762207
	Iteration 54Q: 3 clusters Score -2.298176e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162568 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -22981762.000000 Penalty: 5958.762207
	Iteration 55Q: 3 clusters Score -2.298176e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162591 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -22981758.000000 Penalty: 5958.762207
	Iteration 56Q: 3 clusters Score -2.298176e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162602 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -22981764.000000 Penalty: 5958.762207
	Iteration 57Q: 3 clusters Score -2.298176e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162611 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -22981770.000000 Penalty: 5958.762207
	Iteration 58Q: 3 clusters Score -2.298177e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162622 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -22981758.000000 Penalty: 5958.762207
	Iteration 59Q: 3 clusters Score -2.298176e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162640 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -22981732.000000 Penalty: 5958.762207
	Iteration 60F: 3 clusters Score -2.298173e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162661 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -22981738.000000 Penalty: 5958.762207
	Iteration 61Q: 3 clusters Score -2.298174e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162682 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -22981712.000000 Penalty: 5958.762207
	Iteration 62Q: 3 clusters Score -2.298171e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162703 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -22981702.000000 Penalty: 5958.762207
	Iteration 63Q: 3 clusters Score -2.29817e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162724 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -22981698.000000 Penalty: 5958.762207
	Iteration 64Q: 3 clusters Score -2.29817e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162739 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -22981718.000000 Penalty: 5958.762207
	Iteration 65Q: 3 clusters Score -2.298172e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162752 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -22981704.000000 Penalty: 5958.762207
	Iteration 66Q: 3 clusters Score -2.29817e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162761 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -22981710.000000 Penalty: 5958.762207
	Iteration 67Q: 3 clusters Score -2.298171e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162769 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -22981718.000000 Penalty: 5958.762207
	Iteration 68Q: 3 clusters Score -2.298172e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162778 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -22981714.000000 Penalty: 5958.762207
	Iteration 69Q: 3 clusters Score -2.298171e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162784 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -22981698.000000 Penalty: 5958.762207
	Iteration 70Q: 3 clusters Score -2.29817e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162792 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -22981692.000000 Penalty: 5958.762207
	Iteration 71Q: 3 clusters Score -2.298169e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162802 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -22981690.000000 Penalty: 5958.762207
	Iteration 72Q: 3 clusters Score -2.298169e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162815 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -22981694.000000 Penalty: 5958.762207
	Iteration 73Q: 3 clusters Score -2.298169e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162825 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -22981698.000000 Penalty: 5958.762207
	Iteration 74Q: 3 clusters Score -2.29817e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162833 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -22981700.000000 Penalty: 5958.762207
	Iteration 75Q: 3 clusters Score -2.29817e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162843 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -22981682.000000 Penalty: 5958.762207
	Iteration 76Q: 3 clusters Score -2.298168e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162854 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -22981690.000000 Penalty: 5958.762207
	Iteration 77Q: 3 clusters Score -2.298169e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162862 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -22981696.000000 Penalty: 5958.762207
	Iteration 78Q: 3 clusters Score -2.29817e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162869 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -22981696.000000 Penalty: 5958.762207
	Iteration 79Q: 3 clusters Score -2.29817e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162875 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -22981686.000000 Penalty: 5958.762207
	Iteration 80F: 3 clusters Score -2.298169e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162883 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -22981700.000000 Penalty: 5958.762207
	Iteration 81Q: 3 clusters Score -2.29817e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162891 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -22981700.000000 Penalty: 5958.762207
	Iteration 82Q: 3 clusters Score -2.29817e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162897 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -22981702.000000 Penalty: 5958.762207
	Iteration 83Q: 3 clusters Score -2.29817e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162907 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -22981686.000000 Penalty: 5958.762207
	Iteration 84Q: 3 clusters Score -2.298169e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162915 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -22981684.000000 Penalty: 5958.762207
	Iteration 85Q: 3 clusters Score -2.298168e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162923 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -22981688.000000 Penalty: 5958.762207
	Iteration 86Q: 3 clusters Score -2.298169e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162935 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -22981686.000000 Penalty: 5958.762207
	Iteration 87Q: 3 clusters Score -2.298169e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162943 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -22981666.000000 Penalty: 5958.762207
	Iteration 88Q: 3 clusters Score -2.298167e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162951 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -22981672.000000 Penalty: 5958.762207
	Iteration 89Q: 3 clusters Score -2.298167e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162955 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -22981670.000000 Penalty: 5958.762207
	Iteration 90Q: 3 clusters Score -2.298167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162958 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -22981660.000000 Penalty: 5958.762207
	Iteration 91Q: 3 clusters Score -2.298166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162960 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -22981664.000000 Penalty: 5958.762207
	Iteration 92Q: 3 clusters Score -2.298166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162962 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -22981662.000000 Penalty: 5958.762207
	Iteration 93Q: 3 clusters Score -2.298166e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162967 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -22981668.000000 Penalty: 5958.762207
	Iteration 94Q: 3 clusters Score -2.298167e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162974 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -22981676.000000 Penalty: 5958.762207
	Iteration 95Q: 3 clusters Score -2.298168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162976 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -22981676.000000 Penalty: 5958.762207
	Iteration 96Q: 3 clusters Score -2.298168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162980 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -22981668.000000 Penalty: 5958.762207
	Iteration 97Q: 3 clusters Score -2.298167e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162982 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -22981686.000000 Penalty: 5958.762207
	Iteration 98Q: 3 clusters Score -2.298169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162983 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -22981686.000000 Penalty: 5958.762207
	Iteration 99Q: 3 clusters Score -2.298169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162985 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -22981690.000000 Penalty: 5958.762207
	Iteration 100F: 3 clusters Score -2.298169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162986 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -22981696.000000 Penalty: 5958.762207
	Iteration 101Q: 3 clusters Score -2.29817e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162986 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -22981696.000000 Penalty: 5958.762207
	Iteration 102F: 3 clusters Score -2.29817e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (169961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169961 members 
Entering Unmasked Estep 
Score: -23945938.000000 Penalty: 2986.744385
	Iteration 0F: 2 clusters Score -2.394594e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85218 members 
Mstep: Class 2 contains 84743 members 
Entering Unmasked Estep 
Score: -23837496.000000 Penalty: 5973.488770
	Iteration 0F: 3 clusters Score -2.38375e+07 nChanged 81321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89143 members 
Mstep: Class 2 contains 80818 members 
Entering Unmasked Estep 
Score: -23884820.000000 Penalty: 5973.488770
	Iteration 1F: 3 clusters Score -2.388482e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91797 members 
Mstep: Class 2 contains 78164 members 
Entering Unmasked Estep 
Score: -23886176.000000 Penalty: 5973.488770
	Iteration 2Q: 3 clusters Score -2.388618e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95763 members 
Mstep: Class 2 contains 74198 members 
Entering Unmasked Estep 
Score: -23887748.000000 Penalty: 5973.488770
	Iteration 3Q: 3 clusters Score -2.388775e+07 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101361 members 
Mstep: Class 2 contains 68600 members 
Entering Unmasked Estep 
Score: -23890150.000000 Penalty: 5973.488770
	Iteration 4Q: 3 clusters Score -2.389015e+07 nChanged 8767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108756 members 
Mstep: Class 2 contains 61205 members 
Entering Unmasked Estep 
Score: -23894124.000000 Penalty: 5973.488770
	Iteration 5F: 3 clusters Score -2.389412e+07 nChanged 10361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117985 members 
Mstep: Class 2 contains 51976 members 
Entering Unmasked Estep 
Score: -23899618.000000 Penalty: 5973.488770
	Iteration 6F: 3 clusters Score -2.389962e+07 nChanged 10904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127601 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -23906122.000000 Penalty: 5973.488770
	Iteration 7F: 3 clusters Score -2.390612e+07 nChanged 10083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135900 members 
Mstep: Class 2 contains 34061 members 
Entering Unmasked Estep 
Score: -23913094.000000 Penalty: 5973.488770
	Iteration 8F: 3 clusters Score -2.391309e+07 nChanged 8106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141408 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -23918648.000000 Penalty: 5973.488770
	Iteration 9Q: 3 clusters Score -2.391865e+07 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144379 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -23922368.000000 Penalty: 5973.488770
	Iteration 10Q: 3 clusters Score -2.392237e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145845 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -23924330.000000 Penalty: 5973.488770
	Iteration 11Q: 3 clusters Score -2.392433e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146728 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -23925356.000000 Penalty: 5973.488770
	Iteration 12Q: 3 clusters Score -2.392536e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147395 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -23925896.000000 Penalty: 5973.488770
	Iteration 13Q: 3 clusters Score -2.39259e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148059 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -23926180.000000 Penalty: 5973.488770
	Iteration 14Q: 3 clusters Score -2.392618e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148735 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -23926410.000000 Penalty: 5973.488770
	Iteration 15Q: 3 clusters Score -2.392641e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149380 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -23926774.000000 Penalty: 5973.488770
	Iteration 16Q: 3 clusters Score -2.392677e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150049 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -23927058.000000 Penalty: 5973.488770
	Iteration 17Q: 3 clusters Score -2.392706e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150720 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -23927308.000000 Penalty: 5973.488770
	Iteration 18Q: 3 clusters Score -2.392731e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151382 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -23927878.000000 Penalty: 5973.488770
	Iteration 19Q: 3 clusters Score -2.392788e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152128 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -23928528.000000 Penalty: 5973.488770
	Iteration 20F: 3 clusters Score -2.392853e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152915 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -23929136.000000 Penalty: 5973.488770
	Iteration 21Q: 3 clusters Score -2.392914e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153744 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -23929846.000000 Penalty: 5973.488770
	Iteration 22Q: 3 clusters Score -2.392985e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154578 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -23930682.000000 Penalty: 5973.488770
	Iteration 23Q: 3 clusters Score -2.393068e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155484 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -23931756.000000 Penalty: 5973.488770
	Iteration 24Q: 3 clusters Score -2.393176e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156391 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -23932840.000000 Penalty: 5973.488770
	Iteration 25Q: 3 clusters Score -2.393284e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157326 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -23933784.000000 Penalty: 5973.488770
	Iteration 26Q: 3 clusters Score -2.393378e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158311 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -23934694.000000 Penalty: 5973.488770
	Iteration 27Q: 3 clusters Score -2.393469e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159381 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -23935922.000000 Penalty: 5973.488770
	Iteration 28Q: 3 clusters Score -2.393592e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160446 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -23937068.000000 Penalty: 5973.488770
	Iteration 29Q: 3 clusters Score -2.393707e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161507 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -23937800.000000 Penalty: 5973.488770
	Iteration 30Q: 3 clusters Score -2.39378e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162508 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -23938672.000000 Penalty: 5973.488770
	Iteration 31Q: 3 clusters Score -2.393867e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163453 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -23939386.000000 Penalty: 5973.488770
	Iteration 32Q: 3 clusters Score -2.393939e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164365 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -23939970.000000 Penalty: 5973.488770
	Iteration 33Q: 3 clusters Score -2.393997e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165214 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -23940602.000000 Penalty: 5973.488770
	Iteration 34Q: 3 clusters Score -2.39406e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165992 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -23941152.000000 Penalty: 5973.488770
	Iteration 35Q: 3 clusters Score -2.394115e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166684 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -23941698.000000 Penalty: 5973.488770
	Iteration 36Q: 3 clusters Score -2.39417e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167211 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -23941908.000000 Penalty: 5973.488770
	Iteration 37Q: 3 clusters Score -2.394191e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167660 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -23942292.000000 Penalty: 5973.488770
	Iteration 38Q: 3 clusters Score -2.394229e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168023 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -23942502.000000 Penalty: 5973.488770
	Iteration 39Q: 3 clusters Score -2.39425e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168302 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -23942722.000000 Penalty: 5973.488770
	Iteration 40F: 3 clusters Score -2.394272e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168520 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -23942874.000000 Penalty: 5973.488770
	Iteration 41Q: 3 clusters Score -2.394287e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168693 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -23942988.000000 Penalty: 5973.488770
	Iteration 42Q: 3 clusters Score -2.394299e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168816 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -23943068.000000 Penalty: 5973.488770
	Iteration 43Q: 3 clusters Score -2.394307e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168903 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -23943162.000000 Penalty: 5973.488770
	Iteration 44Q: 3 clusters Score -2.394316e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168975 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -23943182.000000 Penalty: 5973.488770
	Iteration 45Q: 3 clusters Score -2.394318e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169048 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -23943182.000000 Penalty: 5973.488770
	Iteration 46Q: 3 clusters Score -2.394318e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169096 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -23943242.000000 Penalty: 5973.488770
	Iteration 47Q: 3 clusters Score -2.394324e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169135 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -23943250.000000 Penalty: 5973.488770
	Iteration 48Q: 3 clusters Score -2.394325e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169169 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -23943264.000000 Penalty: 5973.488770
	Iteration 49Q: 3 clusters Score -2.394326e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169196 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -23943274.000000 Penalty: 5973.488770
	Iteration 50Q: 3 clusters Score -2.394327e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169216 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -23943290.000000 Penalty: 5973.488770
	Iteration 51Q: 3 clusters Score -2.394329e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169234 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -23943306.000000 Penalty: 5973.488770
	Iteration 52Q: 3 clusters Score -2.394331e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169244 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -23943312.000000 Penalty: 5973.488770
	Iteration 53Q: 3 clusters Score -2.394331e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169253 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -23943324.000000 Penalty: 5973.488770
	Iteration 54Q: 3 clusters Score -2.394332e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169259 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -23943338.000000 Penalty: 5973.488770
	Iteration 55Q: 3 clusters Score -2.394334e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169267 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -23943338.000000 Penalty: 5973.488770
	Iteration 56Q: 3 clusters Score -2.394334e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169273 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -23943346.000000 Penalty: 5973.488770
	Iteration 57Q: 3 clusters Score -2.394335e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169279 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -23943342.000000 Penalty: 5973.488770
	Iteration 58Q: 3 clusters Score -2.394334e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169289 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -23943350.000000 Penalty: 5973.488770
	Iteration 59Q: 3 clusters Score -2.394335e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169297 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -23943362.000000 Penalty: 5973.488770
	Iteration 60F: 3 clusters Score -2.394336e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169306 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -23943360.000000 Penalty: 5973.488770
	Iteration 61Q: 3 clusters Score -2.394336e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169316 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -23943380.000000 Penalty: 5973.488770
	Iteration 62Q: 3 clusters Score -2.394338e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169324 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -23943368.000000 Penalty: 5973.488770
	Iteration 63Q: 3 clusters Score -2.394337e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169333 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -23943372.000000 Penalty: 5973.488770
	Iteration 64Q: 3 clusters Score -2.394337e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169337 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -23943388.000000 Penalty: 5973.488770
	Iteration 65Q: 3 clusters Score -2.394339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169338 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -23943382.000000 Penalty: 5973.488770
	Iteration 66Q: 3 clusters Score -2.394338e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169338 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -23943382.000000 Penalty: 5973.488770
	Iteration 67F: 3 clusters Score -2.394338e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -62858.054688 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -62858.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -61362.070312 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -61362.07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -61582.117188 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -61582.12 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -61668.718750 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -61668.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -61764.054688 Penalty: 3115.076416
	Iteration 3Q: 3 clusters Score -61764.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -61846.527344 Penalty: 3115.076416
	Iteration 4Q: 3 clusters Score -61846.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -61931.496094 Penalty: 3115.076416
	Iteration 5Q: 3 clusters Score -61931.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -61962.175781 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -61962.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -61979.675781 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -61979.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -62015.031250 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -62015.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -62057.242188 Penalty: 3115.076416
	Iteration 9Q: 3 clusters Score -62057.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -62126.218750 Penalty: 3115.076416
	Iteration 10Q: 3 clusters Score -62126.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -62225.722656 Penalty: 3115.076416
	Iteration 11Q: 3 clusters Score -62225.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -62400.746094 Penalty: 3115.076416
	Iteration 12Q: 3 clusters Score -62400.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -62713.847656 Penalty: 3115.076416
	Iteration 13Q: 3 clusters Score -62713.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -62914.433594 Penalty: 3115.076416
	Iteration 14Q: 3 clusters Score -62914.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -63096.359375 Penalty: 3115.076416
	Iteration 15Q: 3 clusters Score -63096.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -63201.804688 Penalty: 3115.076416
	Iteration 16Q: 3 clusters Score -63201.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -63266.437500 Penalty: 3115.076416
	Iteration 17Q: 3 clusters Score -63266.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -63316.824219 Penalty: 3115.076416
	Iteration 18Q: 3 clusters Score -63316.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -63384.351562 Penalty: 3115.076416
	Iteration 19Q: 3 clusters Score -63384.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -63551.039062 Penalty: 3115.076416
	Iteration 20F: 3 clusters Score -63551.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -63887.539062 Penalty: 3115.076416
	Iteration 21Q: 3 clusters Score -63887.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -63922.230469 Penalty: 3115.076416
	Iteration 22Q: 3 clusters Score -63922.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -63922.230469 Penalty: 3115.076416
	Iteration 23F: 3 clusters Score -63922.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33790 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151689 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56888 members 
Mstep: Class 9 contains 82560 members 
Mstep: Class 10 contains 1034 members 
Mstep: Class 11 contains 16695 members 
Mstep: Class 12 contains 27266 members 
Mstep: Class 13 contains 15747 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17419 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66237 members 
Mstep: Class 19 contains 7342 members 
Mstep: Class 20 contains 120096 members 
Mstep: Class 21 contains 19009 members 
Mstep: Class 22 contains 164989 members 
Mstep: Class 23 contains 169961 members 
Mstep: Class 24 contains 264 members 
Mstep: Class 25 contains 496 members 
Mstep: Class 26 contains 270 members 
Entering Unmasked Estep 
Score: -132694856.000000 Penalty: 88826.445312
Splitting cluster 24 changes total score from -132695608.000000 to -132694856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -56803.230469 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -56803.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -55331.992188 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -55331.99 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -55568.531250 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -55568.53 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -55735.667969 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -55735.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -55859.957031 Penalty: 3078.461670
	Iteration 3Q: 3 clusters Score -55859.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -55937.644531 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -55937.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -56009.613281 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -56009.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -56086.851562 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -56086.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -56132.972656 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -56132.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -56178.488281 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -56178.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -56258.152344 Penalty: 3078.461670
	Iteration 9Q: 3 clusters Score -56258.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -56290.578125 Penalty: 3078.461670
	Iteration 10Q: 3 clusters Score -56290.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -56322.785156 Penalty: 3078.461670
	Iteration 11Q: 3 clusters Score -56322.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -56328.914062 Penalty: 3078.461670
	Iteration 12Q: 3 clusters Score -56328.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -56329.000000 Penalty: 3078.461670
	Iteration 13F: 3 clusters Score -56329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -56332.433594 Penalty: 3078.461670
	Iteration 14Q: 3 clusters Score -56332.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -56342.683594 Penalty: 3078.461670
	Iteration 15Q: 3 clusters Score -56342.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -56377.554688 Penalty: 3078.461670
	Iteration 16Q: 3 clusters Score -56377.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -56382.328125 Penalty: 3078.461670
	Iteration 17Q: 3 clusters Score -56382.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -56382.328125 Penalty: 3078.461670
	Iteration 18F: 3 clusters Score -56382.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33790 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151689 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56888 members 
Mstep: Class 9 contains 82560 members 
Mstep: Class 10 contains 1034 members 
Mstep: Class 11 contains 16695 members 
Mstep: Class 12 contains 27266 members 
Mstep: Class 13 contains 15747 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17419 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66237 members 
Mstep: Class 19 contains 7342 members 
Mstep: Class 20 contains 120096 members 
Mstep: Class 21 contains 19009 members 
Mstep: Class 22 contains 164989 members 
Mstep: Class 23 contains 169961 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695680.000000 Penalty: 85410.039062
Iteration 439Q: 26 clusters Score -1.326957e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151700 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56906 members 
Mstep: Class 9 contains 82552 members 
Mstep: Class 10 contains 1034 members 
Mstep: Class 11 contains 16691 members 
Mstep: Class 12 contains 27268 members 
Mstep: Class 13 contains 15747 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17419 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66238 members 
Mstep: Class 19 contains 7343 members 
Mstep: Class 20 contains 120088 members 
Mstep: Class 21 contains 19010 members 
Mstep: Class 22 contains 164979 members 
Mstep: Class 23 contains 169961 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695720.000000 Penalty: 85410.039062
Iteration 440F: 26 clusters Score -1.326957e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151705 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56922 members 
Mstep: Class 9 contains 82546 members 
Mstep: Class 10 contains 1034 members 
Mstep: Class 11 contains 16689 members 
Mstep: Class 12 contains 27266 members 
Mstep: Class 13 contains 15747 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17415 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66241 members 
Mstep: Class 19 contains 7343 members 
Mstep: Class 20 contains 120089 members 
Mstep: Class 21 contains 19014 members 
Mstep: Class 22 contains 164968 members 
Mstep: Class 23 contains 169959 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695608.000000 Penalty: 85410.039062
Iteration 441Q: 26 clusters Score -1.326956e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151715 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56938 members 
Mstep: Class 9 contains 82540 members 
Mstep: Class 10 contains 1034 members 
Mstep: Class 11 contains 16687 members 
Mstep: Class 12 contains 27265 members 
Mstep: Class 13 contains 15746 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17413 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66241 members 
Mstep: Class 19 contains 7344 members 
Mstep: Class 20 contains 120083 members 
Mstep: Class 21 contains 19012 members 
Mstep: Class 22 contains 164964 members 
Mstep: Class 23 contains 169958 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695576.000000 Penalty: 85410.039062
Iteration 442Q: 26 clusters Score -1.326956e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33776 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151741 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56957 members 
Mstep: Class 9 contains 82534 members 
Mstep: Class 10 contains 1034 members 
Mstep: Class 11 contains 16685 members 
Mstep: Class 12 contains 27261 members 
Mstep: Class 13 contains 15744 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17412 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66242 members 
Mstep: Class 19 contains 7343 members 
Mstep: Class 20 contains 120073 members 
Mstep: Class 21 contains 19012 members 
Mstep: Class 22 contains 164956 members 
Mstep: Class 23 contains 169951 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695456.000000 Penalty: 85410.039062
Iteration 443Q: 26 clusters Score -1.326955e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33770 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151757 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56975 members 
Mstep: Class 9 contains 82524 members 
Mstep: Class 10 contains 1034 members 
Mstep: Class 11 contains 16683 members 
Mstep: Class 12 contains 27263 members 
Mstep: Class 13 contains 15744 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17412 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66243 members 
Mstep: Class 19 contains 7343 members 
Mstep: Class 20 contains 120065 members 
Mstep: Class 21 contains 19012 members 
Mstep: Class 22 contains 164945 members 
Mstep: Class 23 contains 169951 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695552.000000 Penalty: 85410.039062
Iteration 444Q: 26 clusters Score -1.326956e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151776 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56987 members 
Mstep: Class 9 contains 82527 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16681 members 
Mstep: Class 12 contains 27261 members 
Mstep: Class 13 contains 15745 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17413 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66244 members 
Mstep: Class 19 contains 7344 members 
Mstep: Class 20 contains 120060 members 
Mstep: Class 21 contains 19014 members 
Mstep: Class 22 contains 164930 members 
Mstep: Class 23 contains 169943 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695568.000000 Penalty: 85410.039062
Iteration 445Q: 26 clusters Score -1.326956e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151799 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 56995 members 
Mstep: Class 9 contains 82521 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16682 members 
Mstep: Class 12 contains 27261 members 
Mstep: Class 13 contains 15745 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17412 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66247 members 
Mstep: Class 19 contains 7343 members 
Mstep: Class 20 contains 120057 members 
Mstep: Class 21 contains 19015 members 
Mstep: Class 22 contains 164913 members 
Mstep: Class 23 contains 169938 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695568.000000 Penalty: 85410.039062
Iteration 446Q: 26 clusters Score -1.326956e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33751 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151828 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57002 members 
Mstep: Class 9 contains 82519 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16683 members 
Mstep: Class 12 contains 27262 members 
Mstep: Class 13 contains 15744 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 17410 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66249 members 
Mstep: Class 19 contains 7342 members 
Mstep: Class 20 contains 120055 members 
Mstep: Class 21 contains 19016 members 
Mstep: Class 22 contains 164896 members 
Mstep: Class 23 contains 169931 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695568.000000 Penalty: 85410.039062
Iteration 447Q: 26 clusters Score -1.326956e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151844 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57007 members 
Mstep: Class 9 contains 82514 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16684 members 
Mstep: Class 12 contains 27262 members 
Mstep: Class 13 contains 15743 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17407 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66252 members 
Mstep: Class 19 contains 7342 members 
Mstep: Class 20 contains 120052 members 
Mstep: Class 21 contains 19018 members 
Mstep: Class 22 contains 164888 members 
Mstep: Class 23 contains 169930 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695600.000000 Penalty: 85410.039062
Iteration 448Q: 26 clusters Score -1.326956e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151871 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57013 members 
Mstep: Class 9 contains 82506 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16682 members 
Mstep: Class 12 contains 27263 members 
Mstep: Class 13 contains 15742 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17406 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66256 members 
Mstep: Class 19 contains 7342 members 
Mstep: Class 20 contains 120048 members 
Mstep: Class 21 contains 19021 members 
Mstep: Class 22 contains 164874 members 
Mstep: Class 23 contains 169929 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695512.000000 Penalty: 85410.039062
Iteration 449Q: 26 clusters Score -1.326955e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151886 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57019 members 
Mstep: Class 9 contains 82508 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16680 members 
Mstep: Class 12 contains 27263 members 
Mstep: Class 13 contains 15742 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17402 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66253 members 
Mstep: Class 19 contains 7342 members 
Mstep: Class 20 contains 120050 members 
Mstep: Class 21 contains 19023 members 
Mstep: Class 22 contains 164858 members 
Mstep: Class 23 contains 169931 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695608.000000 Penalty: 85410.039062
Iteration 450Q: 26 clusters Score -1.326956e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151891 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57030 members 
Mstep: Class 9 contains 82512 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16679 members 
Mstep: Class 12 contains 27263 members 
Mstep: Class 13 contains 15742 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17394 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66254 members 
Mstep: Class 19 contains 7341 members 
Mstep: Class 20 contains 120050 members 
Mstep: Class 21 contains 19022 members 
Mstep: Class 22 contains 164851 members 
Mstep: Class 23 contains 169931 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695520.000000 Penalty: 85410.039062
Iteration 451Q: 26 clusters Score -1.326955e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151898 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57045 members 
Mstep: Class 9 contains 82505 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16676 members 
Mstep: Class 12 contains 27263 members 
Mstep: Class 13 contains 15743 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17391 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66254 members 
Mstep: Class 19 contains 7340 members 
Mstep: Class 20 contains 120048 members 
Mstep: Class 21 contains 19021 members 
Mstep: Class 22 contains 164850 members 
Mstep: Class 23 contains 169926 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695648.000000 Penalty: 85410.039062
Iteration 452Q: 26 clusters Score -1.326956e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33724 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151909 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57052 members 
Mstep: Class 9 contains 82504 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16676 members 
Mstep: Class 12 contains 27263 members 
Mstep: Class 13 contains 15743 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17387 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66252 members 
Mstep: Class 19 contains 7337 members 
Mstep: Class 20 contains 120046 members 
Mstep: Class 21 contains 19021 members 
Mstep: Class 22 contains 164842 members 
Mstep: Class 23 contains 169931 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695560.000000 Penalty: 85410.039062
Iteration 453Q: 26 clusters Score -1.326956e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33720 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151908 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57063 members 
Mstep: Class 9 contains 82503 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16674 members 
Mstep: Class 12 contains 27266 members 
Mstep: Class 13 contains 15744 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17382 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66251 members 
Mstep: Class 19 contains 7336 members 
Mstep: Class 20 contains 120052 members 
Mstep: Class 21 contains 19021 members 
Mstep: Class 22 contains 164831 members 
Mstep: Class 23 contains 169936 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695480.000000 Penalty: 85410.039062
Iteration 454Q: 26 clusters Score -1.326955e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151903 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57079 members 
Mstep: Class 9 contains 82500 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16673 members 
Mstep: Class 12 contains 27270 members 
Mstep: Class 13 contains 15748 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17381 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66252 members 
Mstep: Class 19 contains 7336 members 
Mstep: Class 20 contains 120052 members 
Mstep: Class 21 contains 19020 members 
Mstep: Class 22 contains 164821 members 
Mstep: Class 23 contains 169934 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695704.000000 Penalty: 85410.039062
Iteration 455Q: 26 clusters Score -1.326957e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151898 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57095 members 
Mstep: Class 9 contains 82498 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16673 members 
Mstep: Class 12 contains 27271 members 
Mstep: Class 13 contains 15750 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17380 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66253 members 
Mstep: Class 19 contains 7336 members 
Mstep: Class 20 contains 120050 members 
Mstep: Class 21 contains 19018 members 
Mstep: Class 22 contains 164820 members 
Mstep: Class 23 contains 169930 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695728.000000 Penalty: 85410.039062
Iteration 456Q: 26 clusters Score -1.326957e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151898 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57116 members 
Mstep: Class 9 contains 82494 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16673 members 
Mstep: Class 12 contains 27269 members 
Mstep: Class 13 contains 15751 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17379 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66251 members 
Mstep: Class 19 contains 7336 members 
Mstep: Class 20 contains 120046 members 
Mstep: Class 21 contains 19017 members 
Mstep: Class 22 contains 164815 members 
Mstep: Class 23 contains 169927 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695696.000000 Penalty: 85410.039062
Iteration 457Q: 26 clusters Score -1.326957e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151900 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57130 members 
Mstep: Class 9 contains 82494 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16673 members 
Mstep: Class 12 contains 27272 members 
Mstep: Class 13 contains 15752 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17375 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66250 members 
Mstep: Class 19 contains 7336 members 
Mstep: Class 20 contains 120043 members 
Mstep: Class 21 contains 19015 members 
Mstep: Class 22 contains 164807 members 
Mstep: Class 23 contains 169925 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695792.000000 Penalty: 85410.039062
Iteration 458Q: 26 clusters Score -1.326958e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151895 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57153 members 
Mstep: Class 9 contains 82487 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16673 members 
Mstep: Class 12 contains 27271 members 
Mstep: Class 13 contains 15757 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17371 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66248 members 
Mstep: Class 19 contains 7336 members 
Mstep: Class 20 contains 120037 members 
Mstep: Class 21 contains 19014 members 
Mstep: Class 22 contains 164801 members 
Mstep: Class 23 contains 169927 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695784.000000 Penalty: 85410.039062
Iteration 459Q: 26 clusters Score -1.326958e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151896 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57161 members 
Mstep: Class 9 contains 82488 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16674 members 
Mstep: Class 12 contains 27273 members 
Mstep: Class 13 contains 15760 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17371 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66246 members 
Mstep: Class 19 contains 7336 members 
Mstep: Class 20 contains 120036 members 
Mstep: Class 21 contains 19011 members 
Mstep: Class 22 contains 164795 members 
Mstep: Class 23 contains 169925 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695808.000000 Penalty: 85410.039062
Iteration 460F: 26 clusters Score -1.326958e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151893 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57174 members 
Mstep: Class 9 contains 82491 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16674 members 
Mstep: Class 12 contains 27275 members 
Mstep: Class 13 contains 15760 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17370 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66249 members 
Mstep: Class 19 contains 7337 members 
Mstep: Class 20 contains 120029 members 
Mstep: Class 21 contains 19011 members 
Mstep: Class 22 contains 164789 members 
Mstep: Class 23 contains 169925 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695864.000000 Penalty: 85410.039062
Iteration 461Q: 26 clusters Score -1.326959e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151889 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57186 members 
Mstep: Class 9 contains 82493 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16674 members 
Mstep: Class 12 contains 27276 members 
Mstep: Class 13 contains 15758 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17371 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66252 members 
Mstep: Class 19 contains 7337 members 
Mstep: Class 20 contains 120025 members 
Mstep: Class 21 contains 19012 members 
Mstep: Class 22 contains 164781 members 
Mstep: Class 23 contains 169925 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695840.000000 Penalty: 85410.039062
Iteration 462Q: 26 clusters Score -1.326958e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151881 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57199 members 
Mstep: Class 9 contains 82498 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16674 members 
Mstep: Class 12 contains 27276 members 
Mstep: Class 13 contains 15759 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17370 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66253 members 
Mstep: Class 19 contains 7336 members 
Mstep: Class 20 contains 120020 members 
Mstep: Class 21 contains 19013 members 
Mstep: Class 22 contains 164781 members 
Mstep: Class 23 contains 169920 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695856.000000 Penalty: 85410.039062
Iteration 463Q: 26 clusters Score -1.326959e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33706 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151868 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57209 members 
Mstep: Class 9 contains 82502 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16674 members 
Mstep: Class 12 contains 27276 members 
Mstep: Class 13 contains 15760 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17369 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66256 members 
Mstep: Class 19 contains 7337 members 
Mstep: Class 20 contains 120015 members 
Mstep: Class 21 contains 19014 members 
Mstep: Class 22 contains 164784 members 
Mstep: Class 23 contains 169917 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695912.000000 Penalty: 85410.039062
Iteration 464Q: 26 clusters Score -1.326959e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151848 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57218 members 
Mstep: Class 9 contains 82505 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16674 members 
Mstep: Class 12 contains 27277 members 
Mstep: Class 13 contains 15761 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17369 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66260 members 
Mstep: Class 19 contains 7337 members 
Mstep: Class 20 contains 120012 members 
Mstep: Class 21 contains 19013 members 
Mstep: Class 22 contains 164790 members 
Mstep: Class 23 contains 169918 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695824.000000 Penalty: 85410.039062
Iteration 465Q: 26 clusters Score -1.326958e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151825 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57231 members 
Mstep: Class 9 contains 82506 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16675 members 
Mstep: Class 12 contains 27279 members 
Mstep: Class 13 contains 15761 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17370 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66260 members 
Mstep: Class 19 contains 7337 members 
Mstep: Class 20 contains 120009 members 
Mstep: Class 21 contains 19013 members 
Mstep: Class 22 contains 164800 members 
Mstep: Class 23 contains 169918 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695904.000000 Penalty: 85410.039062
Iteration 466Q: 26 clusters Score -1.326959e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151814 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57244 members 
Mstep: Class 9 contains 82509 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16676 members 
Mstep: Class 12 contains 27280 members 
Mstep: Class 13 contains 15763 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17370 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66261 members 
Mstep: Class 19 contains 7337 members 
Mstep: Class 20 contains 120009 members 
Mstep: Class 21 contains 19013 members 
Mstep: Class 22 contains 164796 members 
Mstep: Class 23 contains 169911 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695848.000000 Penalty: 85410.039062
Iteration 467Q: 26 clusters Score -1.326958e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151807 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57252 members 
Mstep: Class 9 contains 82515 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16677 members 
Mstep: Class 12 contains 27280 members 
Mstep: Class 13 contains 15764 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17370 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66259 members 
Mstep: Class 19 contains 7337 members 
Mstep: Class 20 contains 120007 members 
Mstep: Class 21 contains 19014 members 
Mstep: Class 22 contains 164797 members 
Mstep: Class 23 contains 169906 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695904.000000 Penalty: 85410.039062
Iteration 468Q: 26 clusters Score -1.326959e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151798 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57259 members 
Mstep: Class 9 contains 82514 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16679 members 
Mstep: Class 12 contains 27282 members 
Mstep: Class 13 contains 15764 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17370 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66258 members 
Mstep: Class 19 contains 7337 members 
Mstep: Class 20 contains 120004 members 
Mstep: Class 21 contains 19013 members 
Mstep: Class 22 contains 164802 members 
Mstep: Class 23 contains 169905 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695928.000000 Penalty: 85410.039062
Iteration 469Q: 26 clusters Score -1.326959e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151793 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57260 members 
Mstep: Class 9 contains 82512 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16680 members 
Mstep: Class 12 contains 27283 members 
Mstep: Class 13 contains 15764 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17370 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66259 members 
Mstep: Class 19 contains 7337 members 
Mstep: Class 20 contains 120003 members 
Mstep: Class 21 contains 19013 members 
Mstep: Class 22 contains 164807 members 
Mstep: Class 23 contains 169905 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695920.000000 Penalty: 85410.039062
Iteration 470Q: 26 clusters Score -1.326959e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151791 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57266 members 
Mstep: Class 9 contains 82512 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16680 members 
Mstep: Class 12 contains 27283 members 
Mstep: Class 13 contains 15764 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17370 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66260 members 
Mstep: Class 19 contains 7338 members 
Mstep: Class 20 contains 120002 members 
Mstep: Class 21 contains 19013 members 
Mstep: Class 22 contains 164805 members 
Mstep: Class 23 contains 169902 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695904.000000 Penalty: 85410.039062
Iteration 471Q: 26 clusters Score -1.326959e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151791 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57266 members 
Mstep: Class 9 contains 82512 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16680 members 
Mstep: Class 12 contains 27286 members 
Mstep: Class 13 contains 15765 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17370 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66262 members 
Mstep: Class 19 contains 7338 members 
Mstep: Class 20 contains 119999 members 
Mstep: Class 21 contains 19013 members 
Mstep: Class 22 contains 164803 members 
Mstep: Class 23 contains 169901 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695960.000000 Penalty: 85410.039062
Iteration 472Q: 26 clusters Score -1.32696e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151776 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57267 members 
Mstep: Class 9 contains 82514 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16679 members 
Mstep: Class 12 contains 27286 members 
Mstep: Class 13 contains 15769 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17370 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66266 members 
Mstep: Class 19 contains 7339 members 
Mstep: Class 20 contains 119999 members 
Mstep: Class 21 contains 19016 members 
Mstep: Class 22 contains 164802 members 
Mstep: Class 23 contains 169903 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695912.000000 Penalty: 85410.039062
Iteration 473Q: 26 clusters Score -1.326959e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151770 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57270 members 
Mstep: Class 9 contains 82519 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16679 members 
Mstep: Class 12 contains 27287 members 
Mstep: Class 13 contains 15768 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17369 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66269 members 
Mstep: Class 19 contains 7339 members 
Mstep: Class 20 contains 119998 members 
Mstep: Class 21 contains 19018 members 
Mstep: Class 22 contains 164799 members 
Mstep: Class 23 contains 169901 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695952.000000 Penalty: 85410.039062
Iteration 474Q: 26 clusters Score -1.32696e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33701 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151759 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57274 members 
Mstep: Class 9 contains 82517 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16679 members 
Mstep: Class 12 contains 27287 members 
Mstep: Class 13 contains 15769 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17369 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66271 members 
Mstep: Class 19 contains 7339 members 
Mstep: Class 20 contains 119998 members 
Mstep: Class 21 contains 19019 members 
Mstep: Class 22 contains 164806 members 
Mstep: Class 23 contains 169901 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695928.000000 Penalty: 85410.039062
Iteration 475Q: 26 clusters Score -1.326959e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151755 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57279 members 
Mstep: Class 9 contains 82520 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16680 members 
Mstep: Class 12 contains 27288 members 
Mstep: Class 13 contains 15769 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17369 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66272 members 
Mstep: Class 19 contains 7339 members 
Mstep: Class 20 contains 119998 members 
Mstep: Class 21 contains 19017 members 
Mstep: Class 22 contains 164805 members 
Mstep: Class 23 contains 169901 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695952.000000 Penalty: 85410.039062
Iteration 476Q: 26 clusters Score -1.32696e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151747 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57281 members 
Mstep: Class 9 contains 82525 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16682 members 
Mstep: Class 12 contains 27290 members 
Mstep: Class 13 contains 15769 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17369 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66274 members 
Mstep: Class 19 contains 7340 members 
Mstep: Class 20 contains 119998 members 
Mstep: Class 21 contains 19016 members 
Mstep: Class 22 contains 164806 members 
Mstep: Class 23 contains 169901 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695984.000000 Penalty: 85410.039062
Iteration 477Q: 26 clusters Score -1.32696e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151738 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57283 members 
Mstep: Class 9 contains 82530 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16681 members 
Mstep: Class 12 contains 27292 members 
Mstep: Class 13 contains 15768 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17369 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66275 members 
Mstep: Class 19 contains 7341 members 
Mstep: Class 20 contains 120000 members 
Mstep: Class 21 contains 19016 members 
Mstep: Class 22 contains 164807 members 
Mstep: Class 23 contains 169901 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695992.000000 Penalty: 85410.039062
Iteration 478Q: 26 clusters Score -1.32696e+08 nChanged 47
Entering ConstructFrom: 
Score: -132695992.000000 Penalty: 85410.039062
Entering ConstructFrom: 
Trying to split cluster 1 (33686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Entering Unmasked Estep 
Score: -4772183.500000 Penalty: 2585.359863
	Iteration 0F: 2 clusters Score -4772184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -4749228.000000 Penalty: 5170.719727
	Iteration 0F: 3 clusters Score -4749228 nChanged 15278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -4757752.500000 Penalty: 5170.719727
	Iteration 1F: 3 clusters Score -4757752 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -4758403.500000 Penalty: 5170.719727
	Iteration 2Q: 3 clusters Score -4758404 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -4759243.000000 Penalty: 5170.719727
	Iteration 3F: 3 clusters Score -4759243 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -4760136.500000 Penalty: 5170.719727
	Iteration 4F: 3 clusters Score -4760136 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -4761197.500000 Penalty: 5170.719727
	Iteration 5F: 3 clusters Score -4761198 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -4762270.500000 Penalty: 5170.719727
	Iteration 6F: 3 clusters Score -4762270 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -4763380.000000 Penalty: 5170.719727
	Iteration 7F: 3 clusters Score -4763380 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -4764550.500000 Penalty: 5170.719727
	Iteration 8F: 3 clusters Score -4764550 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -4765703.000000 Penalty: 5170.719727
	Iteration 9F: 3 clusters Score -4765703 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -4766688.500000 Penalty: 5170.719727
	Iteration 10Q: 3 clusters Score -4766688 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -4767486.000000 Penalty: 5170.719727
	Iteration 11Q: 3 clusters Score -4767486 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -4768176.500000 Penalty: 5170.719727
	Iteration 12Q: 3 clusters Score -4768176 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -4768897.500000 Penalty: 5170.719727
	Iteration 13Q: 3 clusters Score -4768898 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -4769485.000000 Penalty: 5170.719727
	Iteration 14Q: 3 clusters Score -4769485 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -4769980.000000 Penalty: 5170.719727
	Iteration 15Q: 3 clusters Score -4769980 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -4770362.000000 Penalty: 5170.719727
	Iteration 16Q: 3 clusters Score -4770362 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -4770626.500000 Penalty: 5170.719727
	Iteration 17Q: 3 clusters Score -4770626 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 31555 members 
Entering Unmasked Estep 
Score: -4770807.500000 Penalty: 5170.719727
	Iteration 18Q: 3 clusters Score -4770808 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -4770976.500000 Penalty: 5170.719727
	Iteration 19Q: 3 clusters Score -4770976 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -4771074.000000 Penalty: 5170.719727
	Iteration 20F: 3 clusters Score -4771074 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -4771136.000000 Penalty: 5170.719727
	Iteration 21Q: 3 clusters Score -4771136 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -4771156.000000 Penalty: 5170.719727
	Iteration 22Q: 3 clusters Score -4771156 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -4771179.500000 Penalty: 5170.719727
	Iteration 23Q: 3 clusters Score -4771180 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -4771202.500000 Penalty: 5170.719727
	Iteration 24Q: 3 clusters Score -4771202 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -4771226.500000 Penalty: 5170.719727
	Iteration 25Q: 3 clusters Score -4771226 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -4771238.500000 Penalty: 5170.719727
	Iteration 26Q: 3 clusters Score -4771238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -4771247.000000 Penalty: 5170.719727
	Iteration 27Q: 3 clusters Score -4771247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -4771244.500000 Penalty: 5170.719727
	Iteration 28Q: 3 clusters Score -4771244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -4771243.500000 Penalty: 5170.719727
	Iteration 29Q: 3 clusters Score -4771244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -4771247.000000 Penalty: 5170.719727
	Iteration 30Q: 3 clusters Score -4771247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -4771249.500000 Penalty: 5170.719727
	Iteration 31Q: 3 clusters Score -4771250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -4771252.000000 Penalty: 5170.719727
	Iteration 32Q: 3 clusters Score -4771252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -4771253.000000 Penalty: 5170.719727
	Iteration 33Q: 3 clusters Score -4771253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -4771257.500000 Penalty: 5170.719727
	Iteration 34Q: 3 clusters Score -4771258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -4771257.000000 Penalty: 5170.719727
	Iteration 35Q: 3 clusters Score -4771257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
Score: -4771255.500000 Penalty: 5170.719727
	Iteration 36Q: 3 clusters Score -4771256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -4771255.500000 Penalty: 5170.719727
	Iteration 37Q: 3 clusters Score -4771256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -4771253.500000 Penalty: 5170.719727
	Iteration 38Q: 3 clusters Score -4771254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -4771249.000000 Penalty: 5170.719727
	Iteration 39Q: 3 clusters Score -4771249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -4771248.500000 Penalty: 5170.719727
	Iteration 40F: 3 clusters Score -4771248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -186235.625000 Penalty: 1791.558105
	Iteration 0F: 2 clusters Score -186235.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -184029.281250 Penalty: 3583.116211
	Iteration 0F: 3 clusters Score -184029.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -184366.812500 Penalty: 3583.116211
	Iteration 1F: 3 clusters Score -184366.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -184468.015625 Penalty: 3583.116211
	Iteration 2F: 3 clusters Score -184468 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -184519.062500 Penalty: 3583.116211
	Iteration 3Q: 3 clusters Score -184519.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -184545.921875 Penalty: 3583.116211
	Iteration 4Q: 3 clusters Score -184545.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -184561.406250 Penalty: 3583.116211
	Iteration 5Q: 3 clusters Score -184561.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -184577.203125 Penalty: 3583.116211
	Iteration 6Q: 3 clusters Score -184577.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -184589.671875 Penalty: 3583.116211
	Iteration 7Q: 3 clusters Score -184589.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -184600.640625 Penalty: 3583.116211
	Iteration 8Q: 3 clusters Score -184600.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -184608.125000 Penalty: 3583.116211
	Iteration 9Q: 3 clusters Score -184608.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -184616.640625 Penalty: 3583.116211
	Iteration 10Q: 3 clusters Score -184616.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -184620.375000 Penalty: 3583.116211
	Iteration 11Q: 3 clusters Score -184620.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -184630.750000 Penalty: 3583.116211
	Iteration 12Q: 3 clusters Score -184630.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -184640.640625 Penalty: 3583.116211
	Iteration 13Q: 3 clusters Score -184640.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -184663.984375 Penalty: 3583.116211
	Iteration 14Q: 3 clusters Score -184664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -184679.015625 Penalty: 3583.116211
	Iteration 15Q: 3 clusters Score -184679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -184689.125000 Penalty: 3583.116211
	Iteration 16Q: 3 clusters Score -184689.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -184698.390625 Penalty: 3583.116211
	Iteration 17Q: 3 clusters Score -184698.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -184707.031250 Penalty: 3583.116211
	Iteration 18Q: 3 clusters Score -184707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -184715.343750 Penalty: 3583.116211
	Iteration 19Q: 3 clusters Score -184715.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -184725.593750 Penalty: 3583.116211
	Iteration 20F: 3 clusters Score -184725.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -184740.046875 Penalty: 3583.116211
	Iteration 21Q: 3 clusters Score -184740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -184751.625000 Penalty: 3583.116211
	Iteration 22Q: 3 clusters Score -184751.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -184775.156250 Penalty: 3583.116211
	Iteration 23Q: 3 clusters Score -184775.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -184799.609375 Penalty: 3583.116211
	Iteration 24Q: 3 clusters Score -184799.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -184815.140625 Penalty: 3583.116211
	Iteration 25Q: 3 clusters Score -184815.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -184824.578125 Penalty: 3583.116211
	Iteration 26Q: 3 clusters Score -184824.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -184830.843750 Penalty: 3583.116211
	Iteration 27Q: 3 clusters Score -184830.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -184836.765625 Penalty: 3583.116211
	Iteration 28Q: 3 clusters Score -184836.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -184839.093750 Penalty: 3583.116211
	Iteration 29Q: 3 clusters Score -184839.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -184841.437500 Penalty: 3583.116211
	Iteration 30Q: 3 clusters Score -184841.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -184851.515625 Penalty: 3583.116211
	Iteration 31Q: 3 clusters Score -184851.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -184865.781250 Penalty: 3583.116211
	Iteration 32Q: 3 clusters Score -184865.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -184881.218750 Penalty: 3583.116211
	Iteration 33Q: 3 clusters Score -184881.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -184909.578125 Penalty: 3583.116211
	Iteration 34Q: 3 clusters Score -184909.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -184929.375000 Penalty: 3583.116211
	Iteration 35Q: 3 clusters Score -184929.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -184951.921875 Penalty: 3583.116211
	Iteration 36Q: 3 clusters Score -184951.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -184983.203125 Penalty: 3583.116211
	Iteration 37Q: 3 clusters Score -184983.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -185015.421875 Penalty: 3583.116211
	Iteration 38Q: 3 clusters Score -185015.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -185088.703125 Penalty: 3583.116211
	Iteration 39Q: 3 clusters Score -185088.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -185276.718750 Penalty: 3583.116211
	Iteration 40F: 3 clusters Score -185276.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -185833.250000 Penalty: 3583.116211
	Iteration 41F: 3 clusters Score -185833.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -186619.437500 Penalty: 3583.116211
	Iteration 42F: 3 clusters Score -186619.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -186898.203125 Penalty: 3583.116211
	Iteration 43Q: 3 clusters Score -186898.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -187300.156250 Penalty: 3583.116211
	Iteration 44Q: 3 clusters Score -187300.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -187353.796875 Penalty: 3583.116211
	Iteration 45Q: 3 clusters Score -187353.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -187353.796875 Penalty: 3583.116211
	Iteration 46F: 3 clusters Score -187353.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 590 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151734 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57284 members 
Mstep: Class 9 contains 82532 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16679 members 
Mstep: Class 12 contains 27292 members 
Mstep: Class 13 contains 15769 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17369 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66275 members 
Mstep: Class 19 contains 7340 members 
Mstep: Class 20 contains 119999 members 
Mstep: Class 21 contains 19016 members 
Mstep: Class 22 contains 164810 members 
Mstep: Class 23 contains 169904 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Mstep: Class 26 contains 782 members 
Entering Unmasked Estep 
Score: -132695408.000000 Penalty: 88826.445312
Splitting cluster 2 changes total score from -132695992.000000 to -132695408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Entering Unmasked Estep 
Score: -104828.234375 Penalty: 1666.015625
	Iteration 0F: 2 clusters Score -104828.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -103154.945312 Penalty: 3332.031250
	Iteration 0F: 3 clusters Score -103154.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -103545.687500 Penalty: 3332.031250
	Iteration 1F: 3 clusters Score -103545.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -103767.015625 Penalty: 3332.031250
	Iteration 2F: 3 clusters Score -103767 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -103913.609375 Penalty: 3332.031250
	Iteration 3F: 3 clusters Score -103913.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -104066.898438 Penalty: 3332.031250
	Iteration 4F: 3 clusters Score -104066.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -104174.914062 Penalty: 3332.031250
	Iteration 5Q: 3 clusters Score -104174.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -104246.570312 Penalty: 3332.031250
	Iteration 6Q: 3 clusters Score -104246.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -104288.734375 Penalty: 3332.031250
	Iteration 7Q: 3 clusters Score -104288.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -104303.304688 Penalty: 3332.031250
	Iteration 8Q: 3 clusters Score -104303.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -104310.882812 Penalty: 3332.031250
	Iteration 9Q: 3 clusters Score -104310.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -104320.406250 Penalty: 3332.031250
	Iteration 10Q: 3 clusters Score -104320.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -104322.921875 Penalty: 3332.031250
	Iteration 11Q: 3 clusters Score -104322.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -104324.429688 Penalty: 3332.031250
	Iteration 12Q: 3 clusters Score -104324.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -104326.039062 Penalty: 3332.031250
	Iteration 13Q: 3 clusters Score -104326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -104326.039062 Penalty: 3332.031250
	Iteration 14F: 3 clusters Score -104326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (151734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151734 members 
Entering Unmasked Estep 
Score: -21203926.000000 Penalty: 2958.611328
	Iteration 0F: 2 clusters Score -2.120393e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76051 members 
Mstep: Class 2 contains 75683 members 
Entering Unmasked Estep 
Score: -21105134.000000 Penalty: 5917.222656
	Iteration 0F: 3 clusters Score -2.110513e+07 nChanged 72746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78679 members 
Mstep: Class 2 contains 73055 members 
Entering Unmasked Estep 
Score: -21147142.000000 Penalty: 5917.222656
	Iteration 1F: 3 clusters Score -2.114714e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80388 members 
Mstep: Class 2 contains 71346 members 
Entering Unmasked Estep 
Score: -21147984.000000 Penalty: 5917.222656
	Iteration 2Q: 3 clusters Score -2.114798e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82966 members 
Mstep: Class 2 contains 68768 members 
Entering Unmasked Estep 
Score: -21149386.000000 Penalty: 5917.222656
	Iteration 3Q: 3 clusters Score -2.114939e+07 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86804 members 
Mstep: Class 2 contains 64930 members 
Entering Unmasked Estep 
Score: -21151720.000000 Penalty: 5917.222656
	Iteration 4Q: 3 clusters Score -2.115172e+07 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92156 members 
Mstep: Class 2 contains 59578 members 
Entering Unmasked Estep 
Score: -21155302.000000 Penalty: 5917.222656
	Iteration 5Q: 3 clusters Score -2.11553e+07 nChanged 8385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98989 members 
Mstep: Class 2 contains 52745 members 
Entering Unmasked Estep 
Score: -21160592.000000 Penalty: 5917.222656
	Iteration 6F: 3 clusters Score -2.116059e+07 nChanged 9273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106640 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -21167414.000000 Penalty: 5917.222656
	Iteration 7F: 3 clusters Score -2.116741e+07 nChanged 9121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113851 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -21174530.000000 Penalty: 5917.222656
	Iteration 8F: 3 clusters Score -2.117453e+07 nChanged 8127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119634 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -21180452.000000 Penalty: 5917.222656
	Iteration 9F: 3 clusters Score -2.118045e+07 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123428 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -21185020.000000 Penalty: 5917.222656
	Iteration 10Q: 3 clusters Score -2.118502e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125809 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -21187778.000000 Penalty: 5917.222656
	Iteration 11Q: 3 clusters Score -2.118778e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127477 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -21189294.000000 Penalty: 5917.222656
	Iteration 12Q: 3 clusters Score -2.118929e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128909 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -21190292.000000 Penalty: 5917.222656
	Iteration 13Q: 3 clusters Score -2.119029e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130267 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -21190928.000000 Penalty: 5917.222656
	Iteration 14Q: 3 clusters Score -2.119093e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131526 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -21191612.000000 Penalty: 5917.222656
	Iteration 15Q: 3 clusters Score -2.119161e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132725 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -21192148.000000 Penalty: 5917.222656
	Iteration 16Q: 3 clusters Score -2.119215e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133922 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -21192712.000000 Penalty: 5917.222656
	Iteration 17Q: 3 clusters Score -2.119271e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135084 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -21193262.000000 Penalty: 5917.222656
	Iteration 18Q: 3 clusters Score -2.119326e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136232 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -21193772.000000 Penalty: 5917.222656
	Iteration 19Q: 3 clusters Score -2.119377e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137338 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -21194290.000000 Penalty: 5917.222656
	Iteration 20F: 3 clusters Score -2.119429e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138468 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -21194834.000000 Penalty: 5917.222656
	Iteration 21Q: 3 clusters Score -2.119483e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139525 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -21195408.000000 Penalty: 5917.222656
	Iteration 22Q: 3 clusters Score -2.119541e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140511 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -21195908.000000 Penalty: 5917.222656
	Iteration 23Q: 3 clusters Score -2.119591e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141441 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -21196492.000000 Penalty: 5917.222656
	Iteration 24Q: 3 clusters Score -2.119649e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142306 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -21196918.000000 Penalty: 5917.222656
	Iteration 25Q: 3 clusters Score -2.119692e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143122 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -21197364.000000 Penalty: 5917.222656
	Iteration 26Q: 3 clusters Score -2.119736e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143857 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -21197722.000000 Penalty: 5917.222656
	Iteration 27Q: 3 clusters Score -2.119772e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144524 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -21198014.000000 Penalty: 5917.222656
	Iteration 28Q: 3 clusters Score -2.119801e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145140 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -21198370.000000 Penalty: 5917.222656
	Iteration 29Q: 3 clusters Score -2.119837e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145708 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -21198602.000000 Penalty: 5917.222656
	Iteration 30Q: 3 clusters Score -2.11986e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146234 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -21198880.000000 Penalty: 5917.222656
	Iteration 31Q: 3 clusters Score -2.119888e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146664 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -21199070.000000 Penalty: 5917.222656
	Iteration 32Q: 3 clusters Score -2.119907e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147040 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -21199346.000000 Penalty: 5917.222656
	Iteration 33Q: 3 clusters Score -2.119935e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147353 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -21199466.000000 Penalty: 5917.222656
	Iteration 34Q: 3 clusters Score -2.119947e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147637 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -21199578.000000 Penalty: 5917.222656
	Iteration 35Q: 3 clusters Score -2.119958e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147920 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -21199750.000000 Penalty: 5917.222656
	Iteration 36Q: 3 clusters Score -2.119975e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148164 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -21199928.000000 Penalty: 5917.222656
	Iteration 37Q: 3 clusters Score -2.119993e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148362 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -21200056.000000 Penalty: 5917.222656
	Iteration 38Q: 3 clusters Score -2.120006e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148540 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -21200146.000000 Penalty: 5917.222656
	Iteration 39Q: 3 clusters Score -2.120015e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148687 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -21200226.000000 Penalty: 5917.222656
	Iteration 40F: 3 clusters Score -2.120023e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148827 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -21200294.000000 Penalty: 5917.222656
	Iteration 41Q: 3 clusters Score -2.120029e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148959 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -21200380.000000 Penalty: 5917.222656
	Iteration 42Q: 3 clusters Score -2.120038e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149081 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -21200434.000000 Penalty: 5917.222656
	Iteration 43Q: 3 clusters Score -2.120043e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149195 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -21200470.000000 Penalty: 5917.222656
	Iteration 44Q: 3 clusters Score -2.120047e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149280 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -21200490.000000 Penalty: 5917.222656
	Iteration 45Q: 3 clusters Score -2.120049e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149356 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -21200544.000000 Penalty: 5917.222656
	Iteration 46Q: 3 clusters Score -2.120054e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149412 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -21200612.000000 Penalty: 5917.222656
	Iteration 47Q: 3 clusters Score -2.120061e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149450 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -21200644.000000 Penalty: 5917.222656
	Iteration 48Q: 3 clusters Score -2.120064e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149493 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -21200686.000000 Penalty: 5917.222656
	Iteration 49Q: 3 clusters Score -2.120069e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149529 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -21200686.000000 Penalty: 5917.222656
	Iteration 50Q: 3 clusters Score -2.120069e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149562 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -21200702.000000 Penalty: 5917.222656
	Iteration 51Q: 3 clusters Score -2.12007e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149598 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -21200724.000000 Penalty: 5917.222656
	Iteration 52Q: 3 clusters Score -2.120072e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149635 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -21200770.000000 Penalty: 5917.222656
	Iteration 53Q: 3 clusters Score -2.120077e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149667 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -21200756.000000 Penalty: 5917.222656
	Iteration 54Q: 3 clusters Score -2.120076e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149689 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -21200770.000000 Penalty: 5917.222656
	Iteration 55Q: 3 clusters Score -2.120077e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149700 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -21200760.000000 Penalty: 5917.222656
	Iteration 56Q: 3 clusters Score -2.120076e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149717 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -21200770.000000 Penalty: 5917.222656
	Iteration 57Q: 3 clusters Score -2.120077e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149724 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -21200778.000000 Penalty: 5917.222656
	Iteration 58Q: 3 clusters Score -2.120078e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149732 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -21200782.000000 Penalty: 5917.222656
	Iteration 59Q: 3 clusters Score -2.120078e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149745 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -21200794.000000 Penalty: 5917.222656
	Iteration 60F: 3 clusters Score -2.120079e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149759 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -21200808.000000 Penalty: 5917.222656
	Iteration 61Q: 3 clusters Score -2.120081e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149777 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -21200830.000000 Penalty: 5917.222656
	Iteration 62Q: 3 clusters Score -2.120083e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149791 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -21200834.000000 Penalty: 5917.222656
	Iteration 63Q: 3 clusters Score -2.120083e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149801 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -21200834.000000 Penalty: 5917.222656
	Iteration 64Q: 3 clusters Score -2.120083e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149814 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -21200862.000000 Penalty: 5917.222656
	Iteration 65Q: 3 clusters Score -2.120086e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149823 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -21200854.000000 Penalty: 5917.222656
	Iteration 66Q: 3 clusters Score -2.120085e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149844 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -21200870.000000 Penalty: 5917.222656
	Iteration 67Q: 3 clusters Score -2.120087e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149864 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -21200894.000000 Penalty: 5917.222656
	Iteration 68Q: 3 clusters Score -2.120089e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149881 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -21200906.000000 Penalty: 5917.222656
	Iteration 69Q: 3 clusters Score -2.120091e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149897 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -21200912.000000 Penalty: 5917.222656
	Iteration 70Q: 3 clusters Score -2.120091e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149917 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -21200920.000000 Penalty: 5917.222656
	Iteration 71Q: 3 clusters Score -2.120092e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149935 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -21200928.000000 Penalty: 5917.222656
	Iteration 72Q: 3 clusters Score -2.120093e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149949 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -21200928.000000 Penalty: 5917.222656
	Iteration 73Q: 3 clusters Score -2.120093e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149956 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -21200944.000000 Penalty: 5917.222656
	Iteration 74Q: 3 clusters Score -2.120094e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149963 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -21200952.000000 Penalty: 5917.222656
	Iteration 75Q: 3 clusters Score -2.120095e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149973 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -21200952.000000 Penalty: 5917.222656
	Iteration 76Q: 3 clusters Score -2.120095e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149985 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -21200946.000000 Penalty: 5917.222656
	Iteration 77Q: 3 clusters Score -2.120095e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149996 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -21200946.000000 Penalty: 5917.222656
	Iteration 78Q: 3 clusters Score -2.120095e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149999 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -21200934.000000 Penalty: 5917.222656
	Iteration 79Q: 3 clusters Score -2.120093e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150000 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -21200938.000000 Penalty: 5917.222656
	Iteration 80F: 3 clusters Score -2.120094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150003 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -21200944.000000 Penalty: 5917.222656
	Iteration 81Q: 3 clusters Score -2.120094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150009 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -21200944.000000 Penalty: 5917.222656
	Iteration 82Q: 3 clusters Score -2.120094e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150016 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -21200950.000000 Penalty: 5917.222656
	Iteration 83Q: 3 clusters Score -2.120095e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150019 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -21200946.000000 Penalty: 5917.222656
	Iteration 84Q: 3 clusters Score -2.120095e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150026 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -21200948.000000 Penalty: 5917.222656
	Iteration 85Q: 3 clusters Score -2.120095e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150034 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -21200982.000000 Penalty: 5917.222656
	Iteration 86Q: 3 clusters Score -2.120098e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150041 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -21200988.000000 Penalty: 5917.222656
	Iteration 87Q: 3 clusters Score -2.120099e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150049 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -21200976.000000 Penalty: 5917.222656
	Iteration 88Q: 3 clusters Score -2.120098e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150056 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -21200984.000000 Penalty: 5917.222656
	Iteration 89Q: 3 clusters Score -2.120098e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150059 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -21200982.000000 Penalty: 5917.222656
	Iteration 90Q: 3 clusters Score -2.120098e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150064 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -21200984.000000 Penalty: 5917.222656
	Iteration 91Q: 3 clusters Score -2.120098e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150067 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -21200984.000000 Penalty: 5917.222656
	Iteration 92Q: 3 clusters Score -2.120098e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150072 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -21200980.000000 Penalty: 5917.222656
	Iteration 93Q: 3 clusters Score -2.120098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150076 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -21200980.000000 Penalty: 5917.222656
	Iteration 94Q: 3 clusters Score -2.120098e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150081 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -21200998.000000 Penalty: 5917.222656
	Iteration 95Q: 3 clusters Score -2.1201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150085 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -21200996.000000 Penalty: 5917.222656
	Iteration 96Q: 3 clusters Score -2.1201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150082 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -21200996.000000 Penalty: 5917.222656
	Iteration 97Q: 3 clusters Score -2.1201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150083 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -21201002.000000 Penalty: 5917.222656
	Iteration 98Q: 3 clusters Score -2.1201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150082 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -21201008.000000 Penalty: 5917.222656
	Iteration 99Q: 3 clusters Score -2.120101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150084 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -21201000.000000 Penalty: 5917.222656
	Iteration 100F: 3 clusters Score -2.1201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150085 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -21201014.000000 Penalty: 5917.222656
	Iteration 101Q: 3 clusters Score -2.120101e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150085 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -21201004.000000 Penalty: 5917.222656
	Iteration 102Q: 3 clusters Score -2.1201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150087 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -21201010.000000 Penalty: 5917.222656
	Iteration 103Q: 3 clusters Score -2.120101e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150089 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -21201006.000000 Penalty: 5917.222656
	Iteration 104Q: 3 clusters Score -2.120101e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150089 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -21201006.000000 Penalty: 5917.222656
	Iteration 105F: 3 clusters Score -2.120101e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Entering Unmasked Estep 
Score: -41186.171875 Penalty: 1449.198975
	Iteration 0F: 2 clusters Score -41186.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -39894.984375 Penalty: 2898.397949
	Iteration 0F: 3 clusters Score -39894.98 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -40002.171875 Penalty: 2898.397949
	Iteration 1F: 3 clusters Score -40002.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -40049.210938 Penalty: 2898.397949
	Iteration 2F: 3 clusters Score -40049.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -40073.496094 Penalty: 2898.397949
	Iteration 3Q: 3 clusters Score -40073.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -40082.421875 Penalty: 2898.397949
	Iteration 4Q: 3 clusters Score -40082.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -40090.648438 Penalty: 2898.397949
	Iteration 5Q: 3 clusters Score -40090.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -40117.554688 Penalty: 2898.397949
	Iteration 6Q: 3 clusters Score -40117.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -40132.167969 Penalty: 2898.397949
	Iteration 7Q: 3 clusters Score -40132.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -40140.785156 Penalty: 2898.397949
	Iteration 8Q: 3 clusters Score -40140.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -40140.785156 Penalty: 2898.397949
	Iteration 9F: 3 clusters Score -40140.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Entering Unmasked Estep 
Score: -528072.000000 Penalty: 2046.283325
	Iteration 0F: 2 clusters Score -528072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -524264.593750 Penalty: 4092.566650
	Iteration 0F: 3 clusters Score -524264.6 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -525114.312500 Penalty: 4092.566650
	Iteration 1F: 3 clusters Score -525114.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -525383.375000 Penalty: 4092.566650
	Iteration 2F: 3 clusters Score -525383.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -525614.500000 Penalty: 4092.566650
	Iteration 3F: 3 clusters Score -525614.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -525809.312500 Penalty: 4092.566650
	Iteration 4F: 3 clusters Score -525809.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -526000.000000 Penalty: 4092.566650
	Iteration 5F: 3 clusters Score -526000 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -526148.250000 Penalty: 4092.566650
	Iteration 6Q: 3 clusters Score -526148.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -526271.687500 Penalty: 4092.566650
	Iteration 7Q: 3 clusters Score -526271.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -526389.562500 Penalty: 4092.566650
	Iteration 8Q: 3 clusters Score -526389.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -526463.687500 Penalty: 4092.566650
	Iteration 9Q: 3 clusters Score -526463.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -526526.687500 Penalty: 4092.566650
	Iteration 10Q: 3 clusters Score -526526.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -526584.562500 Penalty: 4092.566650
	Iteration 11Q: 3 clusters Score -526584.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -526631.875000 Penalty: 4092.566650
	Iteration 12Q: 3 clusters Score -526631.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -526673.375000 Penalty: 4092.566650
	Iteration 13Q: 3 clusters Score -526673.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -526696.187500 Penalty: 4092.566650
	Iteration 14Q: 3 clusters Score -526696.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -526710.250000 Penalty: 4092.566650
	Iteration 15Q: 3 clusters Score -526710.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -526728.375000 Penalty: 4092.566650
	Iteration 16Q: 3 clusters Score -526728.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -526739.437500 Penalty: 4092.566650
	Iteration 17Q: 3 clusters Score -526739.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -526749.750000 Penalty: 4092.566650
	Iteration 18Q: 3 clusters Score -526749.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -526757.375000 Penalty: 4092.566650
	Iteration 19Q: 3 clusters Score -526757.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -526770.250000 Penalty: 4092.566650
	Iteration 20F: 3 clusters Score -526770.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -526779.937500 Penalty: 4092.566650
	Iteration 21Q: 3 clusters Score -526779.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -526784.187500 Penalty: 4092.566650
	Iteration 22Q: 3 clusters Score -526784.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -526786.812500 Penalty: 4092.566650
	Iteration 23Q: 3 clusters Score -526786.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -526788.687500 Penalty: 4092.566650
	Iteration 24Q: 3 clusters Score -526788.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -526788.937500 Penalty: 4092.566650
	Iteration 25Q: 3 clusters Score -526788.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -526790.812500 Penalty: 4092.566650
	Iteration 26Q: 3 clusters Score -526790.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -526793.000000 Penalty: 4092.566650
	Iteration 27Q: 3 clusters Score -526793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -526795.687500 Penalty: 4092.566650
	Iteration 28Q: 3 clusters Score -526795.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -526798.437500 Penalty: 4092.566650
	Iteration 29Q: 3 clusters Score -526798.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -526799.937500 Penalty: 4092.566650
	Iteration 30Q: 3 clusters Score -526799.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -526799.937500 Penalty: 4092.566650
	Iteration 31F: 3 clusters Score -526799.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -29932.371094 Penalty: 1407.834961
	Iteration 0F: 2 clusters Score -29932.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -28825.751953 Penalty: 2815.669922
	Iteration 0F: 3 clusters Score -28825.75 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -29144.201172 Penalty: 2815.669922
	Iteration 1F: 3 clusters Score -29144.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29350.824219 Penalty: 2815.669922
	Iteration 2F: 3 clusters Score -29350.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29463.156250 Penalty: 2815.669922
	Iteration 3F: 3 clusters Score -29463.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29561.613281 Penalty: 2815.669922
	Iteration 4Q: 3 clusters Score -29561.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -29654.644531 Penalty: 2815.669922
	Iteration 5Q: 3 clusters Score -29654.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -29698.421875 Penalty: 2815.669922
	Iteration 6Q: 3 clusters Score -29698.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -29716.869141 Penalty: 2815.669922
	Iteration 7Q: 3 clusters Score -29716.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -29722.525391 Penalty: 2815.669922
	Iteration 8Q: 3 clusters Score -29722.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -29722.525391 Penalty: 2815.669922
	Iteration 9F: 3 clusters Score -29722.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (57284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57284 members 
Entering Unmasked Estep 
Score: -8162319.500000 Penalty: 2717.032471
	Iteration 0F: 2 clusters Score -8162320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -8123787.000000 Penalty: 5434.064941
	Iteration 0F: 3 clusters Score -8123787 nChanged 26414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -8138328.500000 Penalty: 5434.064941
	Iteration 1F: 3 clusters Score -8138328 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -8138815.500000 Penalty: 5434.064941
	Iteration 2Q: 3 clusters Score -8138816 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -8139262.500000 Penalty: 5434.064941
	Iteration 3Q: 3 clusters Score -8139262 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -8139754.500000 Penalty: 5434.064941
	Iteration 4Q: 3 clusters Score -8139754 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -8140286.000000 Penalty: 5434.064941
	Iteration 5Q: 3 clusters Score -8140286 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -8140886.500000 Penalty: 5434.064941
	Iteration 6Q: 3 clusters Score -8140886 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32306 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -8141707.000000 Penalty: 5434.064941
	Iteration 7Q: 3 clusters Score -8141707 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33930 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -8142788.500000 Penalty: 5434.064941
	Iteration 8Q: 3 clusters Score -8142788 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -8144591.000000 Penalty: 5434.064941
	Iteration 9F: 3 clusters Score -8144591 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -8147155.500000 Penalty: 5434.064941
	Iteration 10F: 3 clusters Score -8147156 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -8150344.000000 Penalty: 5434.064941
	Iteration 11F: 3 clusters Score -8150344 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44564 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -8153287.500000 Penalty: 5434.064941
	Iteration 12F: 3 clusters Score -8153288 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46334 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -8155142.000000 Penalty: 5434.064941
	Iteration 13Q: 3 clusters Score -8155142 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47586 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -8156225.500000 Penalty: 5434.064941
	Iteration 14Q: 3 clusters Score -8156226 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48642 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -8156883.000000 Penalty: 5434.064941
	Iteration 15Q: 3 clusters Score -8156883 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49524 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -8157351.500000 Penalty: 5434.064941
	Iteration 16Q: 3 clusters Score -8157352 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50280 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -8157720.500000 Penalty: 5434.064941
	Iteration 17Q: 3 clusters Score -8157720 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50942 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -8157962.500000 Penalty: 5434.064941
	Iteration 18Q: 3 clusters Score -8157962 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51540 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -8158166.500000 Penalty: 5434.064941
	Iteration 19Q: 3 clusters Score -8158166 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52092 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -8158392.500000 Penalty: 5434.064941
	Iteration 20F: 3 clusters Score -8158392 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52574 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -8158578.500000 Penalty: 5434.064941
	Iteration 21Q: 3 clusters Score -8158578 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53048 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -8158782.500000 Penalty: 5434.064941
	Iteration 22Q: 3 clusters Score -8158782 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53476 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -8158948.000000 Penalty: 5434.064941
	Iteration 23Q: 3 clusters Score -8158948 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53858 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -8159099.500000 Penalty: 5434.064941
	Iteration 24Q: 3 clusters Score -8159100 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54197 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -8159271.500000 Penalty: 5434.064941
	Iteration 25Q: 3 clusters Score -8159272 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54532 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -8159430.000000 Penalty: 5434.064941
	Iteration 26Q: 3 clusters Score -8159430 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54833 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -8159597.500000 Penalty: 5434.064941
	Iteration 27Q: 3 clusters Score -8159598 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55097 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -8159724.500000 Penalty: 5434.064941
	Iteration 28Q: 3 clusters Score -8159724 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55307 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -8159819.500000 Penalty: 5434.064941
	Iteration 29Q: 3 clusters Score -8159820 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55500 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -8159918.000000 Penalty: 5434.064941
	Iteration 30Q: 3 clusters Score -8159918 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55643 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -8159956.000000 Penalty: 5434.064941
	Iteration 31Q: 3 clusters Score -8159956 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55749 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -8160003.500000 Penalty: 5434.064941
	Iteration 32Q: 3 clusters Score -8160004 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55823 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -8160038.000000 Penalty: 5434.064941
	Iteration 33Q: 3 clusters Score -8160038 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55891 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -8160064.000000 Penalty: 5434.064941
	Iteration 34Q: 3 clusters Score -8160064 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55937 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -8160080.000000 Penalty: 5434.064941
	Iteration 35Q: 3 clusters Score -8160080 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55979 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -8160101.500000 Penalty: 5434.064941
	Iteration 36Q: 3 clusters Score -8160102 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56014 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -8160107.500000 Penalty: 5434.064941
	Iteration 37Q: 3 clusters Score -8160108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56038 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -8160120.500000 Penalty: 5434.064941
	Iteration 38Q: 3 clusters Score -8160120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56059 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -8160118.000000 Penalty: 5434.064941
	Iteration 39Q: 3 clusters Score -8160118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56079 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -8160125.500000 Penalty: 5434.064941
	Iteration 40F: 3 clusters Score -8160126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56088 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -8160132.000000 Penalty: 5434.064941
	Iteration 41Q: 3 clusters Score -8160132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56095 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -8160125.500000 Penalty: 5434.064941
	Iteration 42Q: 3 clusters Score -8160126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56107 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -8160127.000000 Penalty: 5434.064941
	Iteration 43Q: 3 clusters Score -8160127 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56124 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -8160127.500000 Penalty: 5434.064941
	Iteration 44Q: 3 clusters Score -8160128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56131 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -8160136.500000 Penalty: 5434.064941
	Iteration 45Q: 3 clusters Score -8160136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56138 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -8160138.000000 Penalty: 5434.064941
	Iteration 46Q: 3 clusters Score -8160138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56149 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -8160141.500000 Penalty: 5434.064941
	Iteration 47Q: 3 clusters Score -8160142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56155 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -8160154.000000 Penalty: 5434.064941
	Iteration 48Q: 3 clusters Score -8160154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56156 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -8160157.500000 Penalty: 5434.064941
	Iteration 49Q: 3 clusters Score -8160158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56156 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -8160157.500000 Penalty: 5434.064941
	Iteration 50F: 3 clusters Score -8160158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (82532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82532 members 
Entering Unmasked Estep 
Score: -11646407.000000 Penalty: 2807.593262
	Iteration 0F: 2 clusters Score -1.164641e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -11591043.000000 Penalty: 5615.186523
	Iteration 0F: 3 clusters Score -1.159104e+07 nChanged 38726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 41674 members 
Entering Unmasked Estep 
Score: -11613468.000000 Penalty: 5615.186523
	Iteration 1F: 3 clusters Score -1.161347e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 41841 members 
Entering Unmasked Estep 
Score: -11614215.000000 Penalty: 5615.186523
	Iteration 2Q: 3 clusters Score -1.161422e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 42055 members 
Entering Unmasked Estep 
Score: -11615061.000000 Penalty: 5615.186523
	Iteration 3Q: 3 clusters Score -1.161506e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -11615984.000000 Penalty: 5615.186523
	Iteration 4Q: 3 clusters Score -1.161598e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 42584 members 
Entering Unmasked Estep 
Score: -11617096.000000 Penalty: 5615.186523
	Iteration 5Q: 3 clusters Score -1.16171e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39626 members 
Mstep: Class 2 contains 42906 members 
Entering Unmasked Estep 
Score: -11618353.000000 Penalty: 5615.186523
	Iteration 6Q: 3 clusters Score -1.161835e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39299 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -11620082.000000 Penalty: 5615.186523
	Iteration 7Q: 3 clusters Score -1.162008e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39066 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
Score: -11622013.000000 Penalty: 5615.186523
	Iteration 8Q: 3 clusters Score -1.162201e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39039 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -11624578.000000 Penalty: 5615.186523
	Iteration 9F: 3 clusters Score -1.162458e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39227 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -11627450.000000 Penalty: 5615.186523
	Iteration 10F: 3 clusters Score -1.162745e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 43014 members 
Entering Unmasked Estep 
Score: -11630107.000000 Penalty: 5615.186523
	Iteration 11F: 3 clusters Score -1.163011e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39974 members 
Mstep: Class 2 contains 42558 members 
Entering Unmasked Estep 
Score: -11632115.000000 Penalty: 5615.186523
	Iteration 12Q: 3 clusters Score -1.163212e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 42120 members 
Entering Unmasked Estep 
Score: -11632996.000000 Penalty: 5615.186523
	Iteration 13Q: 3 clusters Score -1.1633e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40848 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
Score: -11633456.000000 Penalty: 5615.186523
	Iteration 14Q: 3 clusters Score -1.163346e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -11633685.000000 Penalty: 5615.186523
	Iteration 15Q: 3 clusters Score -1.163368e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41813 members 
Mstep: Class 2 contains 40719 members 
Entering Unmasked Estep 
Score: -11633887.000000 Penalty: 5615.186523
	Iteration 16Q: 3 clusters Score -1.163389e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 40249 members 
Entering Unmasked Estep 
Score: -11634043.000000 Penalty: 5615.186523
	Iteration 17Q: 3 clusters Score -1.163404e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 39771 members 
Entering Unmasked Estep 
Score: -11634171.000000 Penalty: 5615.186523
	Iteration 18Q: 3 clusters Score -1.163417e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 39254 members 
Entering Unmasked Estep 
Score: -11634320.000000 Penalty: 5615.186523
	Iteration 19Q: 3 clusters Score -1.163432e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 38724 members 
Entering Unmasked Estep 
Score: -11634525.000000 Penalty: 5615.186523
	Iteration 20F: 3 clusters Score -1.163452e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44396 members 
Mstep: Class 2 contains 38136 members 
Entering Unmasked Estep 
Score: -11634616.000000 Penalty: 5615.186523
	Iteration 21Q: 3 clusters Score -1.163462e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44998 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -11634693.000000 Penalty: 5615.186523
	Iteration 22Q: 3 clusters Score -1.163469e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45617 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -11634735.000000 Penalty: 5615.186523
	Iteration 23Q: 3 clusters Score -1.163474e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46254 members 
Mstep: Class 2 contains 36278 members 
Entering Unmasked Estep 
Score: -11634894.000000 Penalty: 5615.186523
	Iteration 24Q: 3 clusters Score -1.163489e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -11635068.000000 Penalty: 5615.186523
	Iteration 25Q: 3 clusters Score -1.163507e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47565 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -11635197.000000 Penalty: 5615.186523
	Iteration 26Q: 3 clusters Score -1.16352e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48285 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
Score: -11635379.000000 Penalty: 5615.186523
	Iteration 27Q: 3 clusters Score -1.163538e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49068 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -11635525.000000 Penalty: 5615.186523
	Iteration 28Q: 3 clusters Score -1.163552e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49820 members 
Mstep: Class 2 contains 32712 members 
Entering Unmasked Estep 
Score: -11635598.000000 Penalty: 5615.186523
	Iteration 29Q: 3 clusters Score -1.16356e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50586 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
Score: -11635741.000000 Penalty: 5615.186523
	Iteration 30Q: 3 clusters Score -1.163574e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51409 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -11635906.000000 Penalty: 5615.186523
	Iteration 31Q: 3 clusters Score -1.163591e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52223 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -11636029.000000 Penalty: 5615.186523
	Iteration 32Q: 3 clusters Score -1.163603e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53000 members 
Mstep: Class 2 contains 29532 members 
Entering Unmasked Estep 
Score: -11636139.000000 Penalty: 5615.186523
	Iteration 33Q: 3 clusters Score -1.163614e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53804 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -11636297.000000 Penalty: 5615.186523
	Iteration 34Q: 3 clusters Score -1.16363e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54634 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -11636407.000000 Penalty: 5615.186523
	Iteration 35Q: 3 clusters Score -1.163641e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55434 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -11636554.000000 Penalty: 5615.186523
	Iteration 36Q: 3 clusters Score -1.163655e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56265 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -11636744.000000 Penalty: 5615.186523
	Iteration 37Q: 3 clusters Score -1.163674e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57155 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -11636964.000000 Penalty: 5615.186523
	Iteration 38Q: 3 clusters Score -1.163696e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58086 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -11637216.000000 Penalty: 5615.186523
	Iteration 39Q: 3 clusters Score -1.163722e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59032 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -11637449.000000 Penalty: 5615.186523
	Iteration 40F: 3 clusters Score -1.163745e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60018 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -11637657.000000 Penalty: 5615.186523
	Iteration 41Q: 3 clusters Score -1.163766e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61024 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -11637831.000000 Penalty: 5615.186523
	Iteration 42Q: 3 clusters Score -1.163783e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62007 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -11638108.000000 Penalty: 5615.186523
	Iteration 43Q: 3 clusters Score -1.163811e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62968 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -11638291.000000 Penalty: 5615.186523
	Iteration 44Q: 3 clusters Score -1.163829e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63996 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -11638516.000000 Penalty: 5615.186523
	Iteration 45Q: 3 clusters Score -1.163852e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65003 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -11638818.000000 Penalty: 5615.186523
	Iteration 46Q: 3 clusters Score -1.163882e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66045 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -11639115.000000 Penalty: 5615.186523
	Iteration 47Q: 3 clusters Score -1.163912e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67066 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -11639446.000000 Penalty: 5615.186523
	Iteration 48Q: 3 clusters Score -1.163945e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68121 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -11639726.000000 Penalty: 5615.186523
	Iteration 49Q: 3 clusters Score -1.163973e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69159 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -11640059.000000 Penalty: 5615.186523
	Iteration 50Q: 3 clusters Score -1.164006e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70102 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -11640309.000000 Penalty: 5615.186523
	Iteration 51Q: 3 clusters Score -1.164031e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70999 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -11640624.000000 Penalty: 5615.186523
	Iteration 52Q: 3 clusters Score -1.164062e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71869 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -11640889.000000 Penalty: 5615.186523
	Iteration 53Q: 3 clusters Score -1.164089e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72720 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -11641250.000000 Penalty: 5615.186523
	Iteration 54Q: 3 clusters Score -1.164125e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73511 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -11641482.000000 Penalty: 5615.186523
	Iteration 55Q: 3 clusters Score -1.164148e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74276 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -11641762.000000 Penalty: 5615.186523
	Iteration 56Q: 3 clusters Score -1.164176e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74985 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -11642015.000000 Penalty: 5615.186523
	Iteration 57Q: 3 clusters Score -1.164202e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75657 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -11642247.000000 Penalty: 5615.186523
	Iteration 58Q: 3 clusters Score -1.164225e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76293 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -11642491.000000 Penalty: 5615.186523
	Iteration 59Q: 3 clusters Score -1.164249e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76865 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -11642714.000000 Penalty: 5615.186523
	Iteration 60F: 3 clusters Score -1.164271e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77382 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -11642840.000000 Penalty: 5615.186523
	Iteration 61Q: 3 clusters Score -1.164284e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77847 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -11643031.000000 Penalty: 5615.186523
	Iteration 62Q: 3 clusters Score -1.164303e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78269 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -11643138.000000 Penalty: 5615.186523
	Iteration 63Q: 3 clusters Score -1.164314e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78650 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -11643293.000000 Penalty: 5615.186523
	Iteration 64Q: 3 clusters Score -1.164329e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78970 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -11643379.000000 Penalty: 5615.186523
	Iteration 65Q: 3 clusters Score -1.164338e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79254 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -11643476.000000 Penalty: 5615.186523
	Iteration 66Q: 3 clusters Score -1.164348e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79478 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -11643564.000000 Penalty: 5615.186523
	Iteration 67Q: 3 clusters Score -1.164356e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79676 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -11643602.000000 Penalty: 5615.186523
	Iteration 68Q: 3 clusters Score -1.16436e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79855 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -11643682.000000 Penalty: 5615.186523
	Iteration 69Q: 3 clusters Score -1.164368e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80031 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -11643773.000000 Penalty: 5615.186523
	Iteration 70Q: 3 clusters Score -1.164377e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80186 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -11643828.000000 Penalty: 5615.186523
	Iteration 71Q: 3 clusters Score -1.164383e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80312 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -11643885.000000 Penalty: 5615.186523
	Iteration 72Q: 3 clusters Score -1.164388e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80437 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -11643946.000000 Penalty: 5615.186523
	Iteration 73Q: 3 clusters Score -1.164395e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80539 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -11644007.000000 Penalty: 5615.186523
	Iteration 74Q: 3 clusters Score -1.164401e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80630 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -11644035.000000 Penalty: 5615.186523
	Iteration 75Q: 3 clusters Score -1.164404e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80697 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -11644050.000000 Penalty: 5615.186523
	Iteration 76Q: 3 clusters Score -1.164405e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80754 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -11644073.000000 Penalty: 5615.186523
	Iteration 77Q: 3 clusters Score -1.164407e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80808 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -11644088.000000 Penalty: 5615.186523
	Iteration 78Q: 3 clusters Score -1.164409e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80847 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -11644083.000000 Penalty: 5615.186523
	Iteration 79Q: 3 clusters Score -1.164408e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80877 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -11644069.000000 Penalty: 5615.186523
	Iteration 80F: 3 clusters Score -1.164407e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80911 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -11644067.000000 Penalty: 5615.186523
	Iteration 81Q: 3 clusters Score -1.164407e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80935 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -11644072.000000 Penalty: 5615.186523
	Iteration 82Q: 3 clusters Score -1.164407e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80953 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -11644064.000000 Penalty: 5615.186523
	Iteration 83Q: 3 clusters Score -1.164406e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80975 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -11644072.000000 Penalty: 5615.186523
	Iteration 84Q: 3 clusters Score -1.164407e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80991 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -11644088.000000 Penalty: 5615.186523
	Iteration 85Q: 3 clusters Score -1.164409e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81008 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -11644077.000000 Penalty: 5615.186523
	Iteration 86Q: 3 clusters Score -1.164408e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81026 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -11644080.000000 Penalty: 5615.186523
	Iteration 87Q: 3 clusters Score -1.164408e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81041 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -11644085.000000 Penalty: 5615.186523
	Iteration 88Q: 3 clusters Score -1.164408e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81053 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -11644099.000000 Penalty: 5615.186523
	Iteration 89Q: 3 clusters Score -1.16441e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81057 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -11644091.000000 Penalty: 5615.186523
	Iteration 90Q: 3 clusters Score -1.164409e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81065 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -11644080.000000 Penalty: 5615.186523
	Iteration 91Q: 3 clusters Score -1.164408e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81072 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -11644096.000000 Penalty: 5615.186523
	Iteration 92Q: 3 clusters Score -1.16441e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81080 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -11644090.000000 Penalty: 5615.186523
	Iteration 93Q: 3 clusters Score -1.164409e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81091 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -11644083.000000 Penalty: 5615.186523
	Iteration 94Q: 3 clusters Score -1.164408e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81100 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -11644100.000000 Penalty: 5615.186523
	Iteration 95Q: 3 clusters Score -1.16441e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81109 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -11644091.000000 Penalty: 5615.186523
	Iteration 96Q: 3 clusters Score -1.164409e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81120 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -11644098.000000 Penalty: 5615.186523
	Iteration 97Q: 3 clusters Score -1.16441e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81133 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -11644102.000000 Penalty: 5615.186523
	Iteration 98Q: 3 clusters Score -1.16441e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81144 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -11644109.000000 Penalty: 5615.186523
	Iteration 99Q: 3 clusters Score -1.164411e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81151 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -11644105.000000 Penalty: 5615.186523
	Iteration 100F: 3 clusters Score -1.16441e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81158 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -11644107.000000 Penalty: 5615.186523
	Iteration 101Q: 3 clusters Score -1.164411e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81168 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -11644111.000000 Penalty: 5615.186523
	Iteration 102Q: 3 clusters Score -1.164411e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81175 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -11644121.000000 Penalty: 5615.186523
	Iteration 103Q: 3 clusters Score -1.164412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81178 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -11644123.000000 Penalty: 5615.186523
	Iteration 104Q: 3 clusters Score -1.164412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81178 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -11644123.000000 Penalty: 5615.186523
	Iteration 105F: 3 clusters Score -1.164412e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Entering Unmasked Estep 
Score: -137439.890625 Penalty: 1721.175171
	Iteration 0F: 2 clusters Score -137439.9 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 500 members 
Entering Unmasked Estep 
Score: -135480.656250 Penalty: 3442.350342
	Iteration 0F: 3 clusters Score -135480.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -135791.062500 Penalty: 3442.350342
	Iteration 1F: 3 clusters Score -135791.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -135882.500000 Penalty: 3442.350342
	Iteration 2F: 3 clusters Score -135882.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -135922.250000 Penalty: 3442.350342
	Iteration 3Q: 3 clusters Score -135922.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -135953.203125 Penalty: 3442.350342
	Iteration 4Q: 3 clusters Score -135953.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -135968.140625 Penalty: 3442.350342
	Iteration 5Q: 3 clusters Score -135968.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -135978.156250 Penalty: 3442.350342
	Iteration 6Q: 3 clusters Score -135978.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -135983.343750 Penalty: 3442.350342
	Iteration 7Q: 3 clusters Score -135983.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -135987.796875 Penalty: 3442.350342
	Iteration 8Q: 3 clusters Score -135987.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -135995.406250 Penalty: 3442.350342
	Iteration 9Q: 3 clusters Score -135995.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -135995.406250 Penalty: 3442.350342
	Iteration 10F: 3 clusters Score -135995.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Entering Unmasked Estep 
Score: -2367371.500000 Penalty: 2411.032715
	Iteration 0F: 2 clusters Score -2367372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -2355313.500000 Penalty: 4822.065430
	Iteration 0F: 3 clusters Score -2355314 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -2359211.750000 Penalty: 4822.065430
	Iteration 1F: 3 clusters Score -2359212 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -2359558.250000 Penalty: 4822.065430
	Iteration 2F: 3 clusters Score -2359558 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -2359829.250000 Penalty: 4822.065430
	Iteration 3Q: 3 clusters Score -2359829 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -2360083.000000 Penalty: 4822.065430
	Iteration 4Q: 3 clusters Score -2360083 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -2360323.500000 Penalty: 4822.065430
	Iteration 5Q: 3 clusters Score -2360324 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -2360580.000000 Penalty: 4822.065430
	Iteration 6Q: 3 clusters Score -2360580 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2360859.250000 Penalty: 4822.065430
	Iteration 7Q: 3 clusters Score -2360859 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2361177.250000 Penalty: 4822.065430
	Iteration 8Q: 3 clusters Score -2361177 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2361560.000000 Penalty: 4822.065430
	Iteration 9Q: 3 clusters Score -2361560 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2362067.500000 Penalty: 4822.065430
	Iteration 10F: 3 clusters Score -2362068 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -2362668.250000 Penalty: 4822.065430
	Iteration 11F: 3 clusters Score -2362668 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -2363248.500000 Penalty: 4822.065430
	Iteration 12F: 3 clusters Score -2363248 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -2363789.500000 Penalty: 4822.065430
	Iteration 13Q: 3 clusters Score -2363790 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -2364212.000000 Penalty: 4822.065430
	Iteration 14Q: 3 clusters Score -2364212 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -2364530.000000 Penalty: 4822.065430
	Iteration 15Q: 3 clusters Score -2364530 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -2364764.500000 Penalty: 4822.065430
	Iteration 16Q: 3 clusters Score -2364764 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -2364933.250000 Penalty: 4822.065430
	Iteration 17Q: 3 clusters Score -2364933 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2365070.000000 Penalty: 4822.065430
	Iteration 18Q: 3 clusters Score -2365070 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -2365192.000000 Penalty: 4822.065430
	Iteration 19Q: 3 clusters Score -2365192 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -2365294.750000 Penalty: 4822.065430
	Iteration 20F: 3 clusters Score -2365295 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -2365363.000000 Penalty: 4822.065430
	Iteration 21Q: 3 clusters Score -2365363 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -2365413.250000 Penalty: 4822.065430
	Iteration 22Q: 3 clusters Score -2365413 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -2365451.750000 Penalty: 4822.065430
	Iteration 23Q: 3 clusters Score -2365452 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -2365479.500000 Penalty: 4822.065430
	Iteration 24Q: 3 clusters Score -2365480 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -2365506.750000 Penalty: 4822.065430
	Iteration 25Q: 3 clusters Score -2365507 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -2365520.250000 Penalty: 4822.065430
	Iteration 26Q: 3 clusters Score -2365520 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -2365529.750000 Penalty: 4822.065430
	Iteration 27Q: 3 clusters Score -2365530 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -2365550.250000 Penalty: 4822.065430
	Iteration 28Q: 3 clusters Score -2365550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -2365562.500000 Penalty: 4822.065430
	Iteration 29Q: 3 clusters Score -2365562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -2365571.000000 Penalty: 4822.065430
	Iteration 30Q: 3 clusters Score -2365571 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -2365576.000000 Penalty: 4822.065430
	Iteration 31Q: 3 clusters Score -2365576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -2365577.250000 Penalty: 4822.065430
	Iteration 32Q: 3 clusters Score -2365577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2365582.500000 Penalty: 4822.065430
	Iteration 33Q: 3 clusters Score -2365582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -2365587.000000 Penalty: 4822.065430
	Iteration 34Q: 3 clusters Score -2365587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -2365588.500000 Penalty: 4822.065430
	Iteration 35Q: 3 clusters Score -2365588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -2365590.000000 Penalty: 4822.065430
	Iteration 36Q: 3 clusters Score -2365590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -2365591.750000 Penalty: 4822.065430
	Iteration 37Q: 3 clusters Score -2365592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2365592.250000 Penalty: 4822.065430
	Iteration 38Q: 3 clusters Score -2365592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2365592.500000 Penalty: 4822.065430
	Iteration 39Q: 3 clusters Score -2365592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2365594.500000 Penalty: 4822.065430
	Iteration 40F: 3 clusters Score -2365594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2365595.250000 Penalty: 4822.065430
	Iteration 41Q: 3 clusters Score -2365595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2365595.250000 Penalty: 4822.065430
	Iteration 42F: 3 clusters Score -2365595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Entering Unmasked Estep 
Score: -3710545.500000 Penalty: 2533.158447
	Iteration 0F: 2 clusters Score -3710546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -3691897.750000 Penalty: 5066.316895
	Iteration 0F: 3 clusters Score -3691898 nChanged 12087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -3699210.000000 Penalty: 5066.316895
	Iteration 1F: 3 clusters Score -3699210 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -3700600.000000 Penalty: 5066.316895
	Iteration 2F: 3 clusters Score -3700600 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -3702259.500000 Penalty: 5066.316895
	Iteration 3F: 3 clusters Score -3702260 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -3704003.000000 Penalty: 5066.316895
	Iteration 4F: 3 clusters Score -3704003 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -3705652.750000 Penalty: 5066.316895
	Iteration 5F: 3 clusters Score -3705653 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -3706923.000000 Penalty: 5066.316895
	Iteration 6F: 3 clusters Score -3706923 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -3707816.750000 Penalty: 5066.316895
	Iteration 7Q: 3 clusters Score -3707817 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -3708387.750000 Penalty: 5066.316895
	Iteration 8Q: 3 clusters Score -3708388 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -3708803.000000 Penalty: 5066.316895
	Iteration 9Q: 3 clusters Score -3708803 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -3709093.250000 Penalty: 5066.316895
	Iteration 10Q: 3 clusters Score -3709093 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -3709330.750000 Penalty: 5066.316895
	Iteration 11Q: 3 clusters Score -3709331 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -3709539.250000 Penalty: 5066.316895
	Iteration 12Q: 3 clusters Score -3709539 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -3709843.750000 Penalty: 5066.316895
	Iteration 13Q: 3 clusters Score -3709844 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3710178.750000 Penalty: 5066.316895
	Iteration 14Q: 3 clusters Score -3710179 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3710315.250000 Penalty: 5066.316895
	Iteration 15Q: 3 clusters Score -3710315 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3710363.250000 Penalty: 5066.316895
	Iteration 16Q: 3 clusters Score -3710363 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3710380.750000 Penalty: 5066.316895
	Iteration 17Q: 3 clusters Score -3710381 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3710385.250000 Penalty: 5066.316895
	Iteration 18Q: 3 clusters Score -3710385 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3710401.500000 Penalty: 5066.316895
	Iteration 19Q: 3 clusters Score -3710402 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3710414.000000 Penalty: 5066.316895
	Iteration 20F: 3 clusters Score -3710414 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3710408.500000 Penalty: 5066.316895
	Iteration 21Q: 3 clusters Score -3710408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3710406.750000 Penalty: 5066.316895
	Iteration 22Q: 3 clusters Score -3710407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3710411.000000 Penalty: 5066.316895
	Iteration 23Q: 3 clusters Score -3710411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3710407.500000 Penalty: 5066.316895
	Iteration 24Q: 3 clusters Score -3710408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3710409.500000 Penalty: 5066.316895
	Iteration 25Q: 3 clusters Score -3710410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3710406.750000 Penalty: 5066.316895
	Iteration 26Q: 3 clusters Score -3710407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3710406.250000 Penalty: 5066.316895
	Iteration 27Q: 3 clusters Score -3710406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3710411.000000 Penalty: 5066.316895
	Iteration 28Q: 3 clusters Score -3710411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3710417.250000 Penalty: 5066.316895
	Iteration 29Q: 3 clusters Score -3710417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3710425.500000 Penalty: 5066.316895
	Iteration 30Q: 3 clusters Score -3710426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3710427.000000 Penalty: 5066.316895
	Iteration 31Q: 3 clusters Score -3710427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3710427.750000 Penalty: 5066.316895
	Iteration 32Q: 3 clusters Score -3710428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3710428.500000 Penalty: 5066.316895
	Iteration 33Q: 3 clusters Score -3710428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3710429.750000 Penalty: 5066.316895
	Iteration 34Q: 3 clusters Score -3710430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3710432.250000 Penalty: 5066.316895
	Iteration 35Q: 3 clusters Score -3710432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3710431.250000 Penalty: 5066.316895
	Iteration 36Q: 3 clusters Score -3710431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3710429.250000 Penalty: 5066.316895
	Iteration 37Q: 3 clusters Score -3710429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3710429.250000 Penalty: 5066.316895
	Iteration 38F: 3 clusters Score -3710429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Entering Unmasked Estep 
Score: -2237138.750000 Penalty: 2397.118652
	Iteration 0F: 2 clusters Score -2237139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2225791.500000 Penalty: 4794.237305
	Iteration 0F: 3 clusters Score -2225792 nChanged 6829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -2229430.250000 Penalty: 4794.237305
	Iteration 1F: 3 clusters Score -2229430 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -2229792.500000 Penalty: 4794.237305
	Iteration 2F: 3 clusters Score -2229792 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2230055.250000 Penalty: 4794.237305
	Iteration 3Q: 3 clusters Score -2230055 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -2230313.750000 Penalty: 4794.237305
	Iteration 4Q: 3 clusters Score -2230314 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -2230565.000000 Penalty: 4794.237305
	Iteration 5Q: 3 clusters Score -2230565 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2230823.750000 Penalty: 4794.237305
	Iteration 6Q: 3 clusters Score -2230824 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -2231097.750000 Penalty: 4794.237305
	Iteration 7Q: 3 clusters Score -2231098 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -2231372.750000 Penalty: 4794.237305
	Iteration 8Q: 3 clusters Score -2231373 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -2231677.250000 Penalty: 4794.237305
	Iteration 9Q: 3 clusters Score -2231677 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -2232054.250000 Penalty: 4794.237305
	Iteration 10Q: 3 clusters Score -2232054 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -2232496.000000 Penalty: 4794.237305
	Iteration 11Q: 3 clusters Score -2232496 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -2232966.250000 Penalty: 4794.237305
	Iteration 12Q: 3 clusters Score -2232966 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -2233341.500000 Penalty: 4794.237305
	Iteration 13Q: 3 clusters Score -2233342 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -2233607.250000 Penalty: 4794.237305
	Iteration 14Q: 3 clusters Score -2233607 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -2233770.000000 Penalty: 4794.237305
	Iteration 15Q: 3 clusters Score -2233770 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2233862.750000 Penalty: 4794.237305
	Iteration 16Q: 3 clusters Score -2233863 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2233950.750000 Penalty: 4794.237305
	Iteration 17Q: 3 clusters Score -2233951 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -2234016.000000 Penalty: 4794.237305
	Iteration 18Q: 3 clusters Score -2234016 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -2234060.750000 Penalty: 4794.237305
	Iteration 19Q: 3 clusters Score -2234061 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -2234105.500000 Penalty: 4794.237305
	Iteration 20F: 3 clusters Score -2234106 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -2234153.750000 Penalty: 4794.237305
	Iteration 21Q: 3 clusters Score -2234154 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -2234191.000000 Penalty: 4794.237305
	Iteration 22Q: 3 clusters Score -2234191 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -2234243.250000 Penalty: 4794.237305
	Iteration 23Q: 3 clusters Score -2234243 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2234281.250000 Penalty: 4794.237305
	Iteration 24Q: 3 clusters Score -2234281 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -2234333.000000 Penalty: 4794.237305
	Iteration 25Q: 3 clusters Score -2234333 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -2234373.000000 Penalty: 4794.237305
	Iteration 26Q: 3 clusters Score -2234373 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -2234410.000000 Penalty: 4794.237305
	Iteration 27Q: 3 clusters Score -2234410 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -2234445.000000 Penalty: 4794.237305
	Iteration 28Q: 3 clusters Score -2234445 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -2234486.250000 Penalty: 4794.237305
	Iteration 29Q: 3 clusters Score -2234486 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -2234519.250000 Penalty: 4794.237305
	Iteration 30Q: 3 clusters Score -2234519 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2234547.500000 Penalty: 4794.237305
	Iteration 31Q: 3 clusters Score -2234548 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -2234591.500000 Penalty: 4794.237305
	Iteration 32Q: 3 clusters Score -2234592 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -2234619.250000 Penalty: 4794.237305
	Iteration 33Q: 3 clusters Score -2234619 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2234648.500000 Penalty: 4794.237305
	Iteration 34Q: 3 clusters Score -2234648 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -2234681.000000 Penalty: 4794.237305
	Iteration 35Q: 3 clusters Score -2234681 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -2234709.000000 Penalty: 4794.237305
	Iteration 36Q: 3 clusters Score -2234709 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2234732.750000 Penalty: 4794.237305
	Iteration 37Q: 3 clusters Score -2234733 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2234748.000000 Penalty: 4794.237305
	Iteration 38Q: 3 clusters Score -2234748 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -2234766.500000 Penalty: 4794.237305
	Iteration 39Q: 3 clusters Score -2234766 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -2234782.750000 Penalty: 4794.237305
	Iteration 40F: 3 clusters Score -2234783 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -2234783.500000 Penalty: 4794.237305
	Iteration 41Q: 3 clusters Score -2234784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -2234789.250000 Penalty: 4794.237305
	Iteration 42Q: 3 clusters Score -2234789 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -2234796.750000 Penalty: 4794.237305
	Iteration 43Q: 3 clusters Score -2234797 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -2234801.750000 Penalty: 4794.237305
	Iteration 44Q: 3 clusters Score -2234802 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -2234814.750000 Penalty: 4794.237305
	Iteration 45Q: 3 clusters Score -2234815 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -2234824.750000 Penalty: 4794.237305
	Iteration 46Q: 3 clusters Score -2234825 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -2234843.500000 Penalty: 4794.237305
	Iteration 47Q: 3 clusters Score -2234844 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -2234855.500000 Penalty: 4794.237305
	Iteration 48Q: 3 clusters Score -2234856 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -2234865.250000 Penalty: 4794.237305
	Iteration 49Q: 3 clusters Score -2234865 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -2234872.000000 Penalty: 4794.237305
	Iteration 50Q: 3 clusters Score -2234872 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -2234877.250000 Penalty: 4794.237305
	Iteration 51Q: 3 clusters Score -2234877 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -2234889.000000 Penalty: 4794.237305
	Iteration 52Q: 3 clusters Score -2234889 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -2234894.250000 Penalty: 4794.237305
	Iteration 53Q: 3 clusters Score -2234894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -2234897.000000 Penalty: 4794.237305
	Iteration 54Q: 3 clusters Score -2234897 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -2234907.000000 Penalty: 4794.237305
	Iteration 55Q: 3 clusters Score -2234907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -2234913.500000 Penalty: 4794.237305
	Iteration 56Q: 3 clusters Score -2234914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -2234922.750000 Penalty: 4794.237305
	Iteration 57Q: 3 clusters Score -2234923 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -2234931.000000 Penalty: 4794.237305
	Iteration 58Q: 3 clusters Score -2234931 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2234935.500000 Penalty: 4794.237305
	Iteration 59Q: 3 clusters Score -2234936 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -2234940.000000 Penalty: 4794.237305
	Iteration 60F: 3 clusters Score -2234940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -2234946.750000 Penalty: 4794.237305
	Iteration 61Q: 3 clusters Score -2234947 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -2234952.250000 Penalty: 4794.237305
	Iteration 62Q: 3 clusters Score -2234952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -2234951.000000 Penalty: 4794.237305
	Iteration 63Q: 3 clusters Score -2234951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -2234960.000000 Penalty: 4794.237305
	Iteration 64Q: 3 clusters Score -2234960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -2234962.250000 Penalty: 4794.237305
	Iteration 65Q: 3 clusters Score -2234962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -2234964.750000 Penalty: 4794.237305
	Iteration 66Q: 3 clusters Score -2234965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2234966.500000 Penalty: 4794.237305
	Iteration 67Q: 3 clusters Score -2234966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -2234965.250000 Penalty: 4794.237305
	Iteration 68Q: 3 clusters Score -2234965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -2234970.250000 Penalty: 4794.237305
	Iteration 69Q: 3 clusters Score -2234970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -2234976.750000 Penalty: 4794.237305
	Iteration 70Q: 3 clusters Score -2234977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -2234975.000000 Penalty: 4794.237305
	Iteration 71Q: 3 clusters Score -2234975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -2234980.500000 Penalty: 4794.237305
	Iteration 72Q: 3 clusters Score -2234980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -2234977.750000 Penalty: 4794.237305
	Iteration 73Q: 3 clusters Score -2234978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -2234980.750000 Penalty: 4794.237305
	Iteration 74Q: 3 clusters Score -2234981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -2234980.000000 Penalty: 4794.237305
	Iteration 75Q: 3 clusters Score -2234980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -2234983.250000 Penalty: 4794.237305
	Iteration 76Q: 3 clusters Score -2234983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -2234984.750000 Penalty: 4794.237305
	Iteration 77Q: 3 clusters Score -2234985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2234987.000000 Penalty: 4794.237305
	Iteration 78Q: 3 clusters Score -2234987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -2234988.250000 Penalty: 4794.237305
	Iteration 79Q: 3 clusters Score -2234988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -2234990.250000 Penalty: 4794.237305
	Iteration 80F: 3 clusters Score -2234990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -2234991.250000 Penalty: 4794.237305
	Iteration 81Q: 3 clusters Score -2234991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -2234990.750000 Penalty: 4794.237305
	Iteration 82Q: 3 clusters Score -2234991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -2234993.250000 Penalty: 4794.237305
	Iteration 83Q: 3 clusters Score -2234993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -2234994.750000 Penalty: 4794.237305
	Iteration 84Q: 3 clusters Score -2234995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -2234995.000000 Penalty: 4794.237305
	Iteration 85Q: 3 clusters Score -2234995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -2234998.750000 Penalty: 4794.237305
	Iteration 86Q: 3 clusters Score -2234999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -2235001.750000 Penalty: 4794.237305
	Iteration 87Q: 3 clusters Score -2235002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -2235010.250000 Penalty: 4794.237305
	Iteration 88Q: 3 clusters Score -2235010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -2235010.750000 Penalty: 4794.237305
	Iteration 89Q: 3 clusters Score -2235011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -2235014.250000 Penalty: 4794.237305
	Iteration 90Q: 3 clusters Score -2235014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -2235016.250000 Penalty: 4794.237305
	Iteration 91Q: 3 clusters Score -2235016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -2235020.250000 Penalty: 4794.237305
	Iteration 92Q: 3 clusters Score -2235020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -2235024.500000 Penalty: 4794.237305
	Iteration 93Q: 3 clusters Score -2235024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -2235023.750000 Penalty: 4794.237305
	Iteration 94Q: 3 clusters Score -2235024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -2235025.000000 Penalty: 4794.237305
	Iteration 95Q: 3 clusters Score -2235025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -2235029.250000 Penalty: 4794.237305
	Iteration 96Q: 3 clusters Score -2235029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -2235031.000000 Penalty: 4794.237305
	Iteration 97Q: 3 clusters Score -2235031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -2235032.750000 Penalty: 4794.237305
	Iteration 98Q: 3 clusters Score -2235033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -2235029.000000 Penalty: 4794.237305
	Iteration 99Q: 3 clusters Score -2235029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -2235033.250000 Penalty: 4794.237305
	Iteration 100F: 3 clusters Score -2235033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -2235039.250000 Penalty: 4794.237305
	Iteration 101Q: 3 clusters Score -2235039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -2235045.750000 Penalty: 4794.237305
	Iteration 102Q: 3 clusters Score -2235046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -2235047.250000 Penalty: 4794.237305
	Iteration 103Q: 3 clusters Score -2235047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -2235047.250000 Penalty: 4794.237305
	Iteration 104Q: 3 clusters Score -2235047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -2235055.000000 Penalty: 4794.237305
	Iteration 105Q: 3 clusters Score -2235055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -2235060.250000 Penalty: 4794.237305
	Iteration 106Q: 3 clusters Score -2235060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -2235060.250000 Penalty: 4794.237305
	Iteration 107Q: 3 clusters Score -2235060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -2235063.500000 Penalty: 4794.237305
	Iteration 108Q: 3 clusters Score -2235064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -2235062.750000 Penalty: 4794.237305
	Iteration 109Q: 3 clusters Score -2235063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -2235062.250000 Penalty: 4794.237305
	Iteration 110Q: 3 clusters Score -2235062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -2235062.500000 Penalty: 4794.237305
	Iteration 111Q: 3 clusters Score -2235062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -2235064.500000 Penalty: 4794.237305
	Iteration 112Q: 3 clusters Score -2235064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -2235064.500000 Penalty: 4794.237305
	Iteration 113F: 3 clusters Score -2235064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -49710.195312 Penalty: 1520.004517
	Iteration 0F: 2 clusters Score -49710.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -48400.152344 Penalty: 3040.009033
	Iteration 0F: 3 clusters Score -48400.15 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -48843.390625 Penalty: 3040.009033
	Iteration 1F: 3 clusters Score -48843.39 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -49164.230469 Penalty: 3040.009033
	Iteration 2F: 3 clusters Score -49164.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -49488.691406 Penalty: 3040.009033
	Iteration 3F: 3 clusters Score -49488.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -49720.988281 Penalty: 3040.009033
	Iteration 4Q: 3 clusters Score -49720.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -49818.031250 Penalty: 3040.009033
	Iteration 5Q: 3 clusters Score -49818.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -49886.785156 Penalty: 3040.009033
	Iteration 6Q: 3 clusters Score -49886.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -49919.316406 Penalty: 3040.009033
	Iteration 7Q: 3 clusters Score -49919.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -49959.867188 Penalty: 3040.009033
	Iteration 8Q: 3 clusters Score -49959.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -49991.250000 Penalty: 3040.009033
	Iteration 9Q: 3 clusters Score -49991.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -50010.910156 Penalty: 3040.009033
	Iteration 10Q: 3 clusters Score -50010.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -50029.660156 Penalty: 3040.009033
	Iteration 11Q: 3 clusters Score -50029.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -50055.359375 Penalty: 3040.009033
	Iteration 12Q: 3 clusters Score -50055.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -50085.558594 Penalty: 3040.009033
	Iteration 13Q: 3 clusters Score -50085.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -50122.625000 Penalty: 3040.009033
	Iteration 14Q: 3 clusters Score -50122.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -50221.335938 Penalty: 3040.009033
	Iteration 15Q: 3 clusters Score -50221.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -50399.285156 Penalty: 3040.009033
	Iteration 16Q: 3 clusters Score -50399.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -50594.332031 Penalty: 3040.009033
	Iteration 17Q: 3 clusters Score -50594.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -50594.332031 Penalty: 3040.009033
	Iteration 18F: 3 clusters Score -50594.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151734 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57284 members 
Mstep: Class 9 contains 82532 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16679 members 
Mstep: Class 12 contains 27292 members 
Mstep: Class 13 contains 15769 members 
Mstep: Class 14 contains 148 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17369 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66275 members 
Mstep: Class 19 contains 7340 members 
Mstep: Class 20 contains 119999 members 
Mstep: Class 21 contains 19016 members 
Mstep: Class 22 contains 164810 members 
Mstep: Class 23 contains 169904 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Mstep: Class 26 contains 311 members 
Entering Unmasked Estep 
Score: -132694952.000000 Penalty: 88826.445312
Splitting cluster 14 changes total score from -132695992.000000 to -132694952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (1725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Entering Unmasked Estep 
Score: -243006.593750 Penalty: 1848.339600
	Iteration 0F: 2 clusters Score -243006.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -240558.859375 Penalty: 3696.679199
	Iteration 0F: 3 clusters Score -240558.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -240978.890625 Penalty: 3696.679199
	Iteration 1F: 3 clusters Score -240978.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -241073.359375 Penalty: 3696.679199
	Iteration 2F: 3 clusters Score -241073.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -241116.296875 Penalty: 3696.679199
	Iteration 3Q: 3 clusters Score -241116.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -241140.437500 Penalty: 3696.679199
	Iteration 4Q: 3 clusters Score -241140.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -241158.468750 Penalty: 3696.679199
	Iteration 5Q: 3 clusters Score -241158.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -241171.265625 Penalty: 3696.679199
	Iteration 6Q: 3 clusters Score -241171.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -241181.875000 Penalty: 3696.679199
	Iteration 7Q: 3 clusters Score -241181.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -241197.109375 Penalty: 3696.679199
	Iteration 8Q: 3 clusters Score -241197.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -241211.593750 Penalty: 3696.679199
	Iteration 9Q: 3 clusters Score -241211.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -241229.734375 Penalty: 3696.679199
	Iteration 10Q: 3 clusters Score -241229.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -241250.718750 Penalty: 3696.679199
	Iteration 11Q: 3 clusters Score -241250.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -241267.906250 Penalty: 3696.679199
	Iteration 12Q: 3 clusters Score -241267.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -241281.750000 Penalty: 3696.679199
	Iteration 13Q: 3 clusters Score -241281.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -241289.015625 Penalty: 3696.679199
	Iteration 14Q: 3 clusters Score -241289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -241294.187500 Penalty: 3696.679199
	Iteration 15Q: 3 clusters Score -241294.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -241300.671875 Penalty: 3696.679199
	Iteration 16Q: 3 clusters Score -241300.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -241307.078125 Penalty: 3696.679199
	Iteration 17Q: 3 clusters Score -241307.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -241310.781250 Penalty: 3696.679199
	Iteration 18Q: 3 clusters Score -241310.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -241312.718750 Penalty: 3696.679199
	Iteration 19Q: 3 clusters Score -241312.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -241314.671875 Penalty: 3696.679199
	Iteration 20F: 3 clusters Score -241314.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -241315.578125 Penalty: 3696.679199
	Iteration 21Q: 3 clusters Score -241315.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -241317.453125 Penalty: 3696.679199
	Iteration 22Q: 3 clusters Score -241317.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -241318.562500 Penalty: 3696.679199
	Iteration 23Q: 3 clusters Score -241318.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -241318.562500 Penalty: 3696.679199
	Iteration 24F: 3 clusters Score -241318.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Entering Unmasked Estep 
Score: -2451685.000000 Penalty: 2421.085693
	Iteration 0F: 2 clusters Score -2451685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -2439316.500000 Penalty: 4842.171387
	Iteration 0F: 3 clusters Score -2439316 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2443241.750000 Penalty: 4842.171387
	Iteration 1F: 3 clusters Score -2443242 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -2443648.250000 Penalty: 4842.171387
	Iteration 2F: 3 clusters Score -2443648 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2443983.250000 Penalty: 4842.171387
	Iteration 3F: 3 clusters Score -2443983 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2444234.500000 Penalty: 4842.171387
	Iteration 4Q: 3 clusters Score -2444234 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -2444439.000000 Penalty: 4842.171387
	Iteration 5Q: 3 clusters Score -2444439 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -2444653.500000 Penalty: 4842.171387
	Iteration 6Q: 3 clusters Score -2444654 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -2444878.500000 Penalty: 4842.171387
	Iteration 7Q: 3 clusters Score -2444878 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -2445163.500000 Penalty: 4842.171387
	Iteration 8Q: 3 clusters Score -2445164 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -2445490.750000 Penalty: 4842.171387
	Iteration 9Q: 3 clusters Score -2445491 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -2445929.750000 Penalty: 4842.171387
	Iteration 10Q: 3 clusters Score -2445930 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -2446437.250000 Penalty: 4842.171387
	Iteration 11Q: 3 clusters Score -2446437 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -2447014.500000 Penalty: 4842.171387
	Iteration 12Q: 3 clusters Score -2447014 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -2447574.250000 Penalty: 4842.171387
	Iteration 13Q: 3 clusters Score -2447574 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -2448139.250000 Penalty: 4842.171387
	Iteration 14Q: 3 clusters Score -2448139 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -2448606.750000 Penalty: 4842.171387
	Iteration 15Q: 3 clusters Score -2448607 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -2448940.250000 Penalty: 4842.171387
	Iteration 16Q: 3 clusters Score -2448940 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -2449168.750000 Penalty: 4842.171387
	Iteration 17Q: 3 clusters Score -2449169 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2449293.250000 Penalty: 4842.171387
	Iteration 18Q: 3 clusters Score -2449293 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -2449387.750000 Penalty: 4842.171387
	Iteration 19Q: 3 clusters Score -2449388 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -2449445.250000 Penalty: 4842.171387
	Iteration 20F: 3 clusters Score -2449445 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -2449483.250000 Penalty: 4842.171387
	Iteration 21Q: 3 clusters Score -2449483 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -2449505.750000 Penalty: 4842.171387
	Iteration 22Q: 3 clusters Score -2449506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -2449526.750000 Penalty: 4842.171387
	Iteration 23Q: 3 clusters Score -2449527 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -2449545.250000 Penalty: 4842.171387
	Iteration 24Q: 3 clusters Score -2449545 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -2449556.500000 Penalty: 4842.171387
	Iteration 25Q: 3 clusters Score -2449556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -2449563.250000 Penalty: 4842.171387
	Iteration 26Q: 3 clusters Score -2449563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -2449574.250000 Penalty: 4842.171387
	Iteration 27Q: 3 clusters Score -2449574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -2449580.250000 Penalty: 4842.171387
	Iteration 28Q: 3 clusters Score -2449580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -2449584.250000 Penalty: 4842.171387
	Iteration 29Q: 3 clusters Score -2449584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -2449590.250000 Penalty: 4842.171387
	Iteration 30Q: 3 clusters Score -2449590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2449596.750000 Penalty: 4842.171387
	Iteration 31Q: 3 clusters Score -2449597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -2449598.500000 Penalty: 4842.171387
	Iteration 32Q: 3 clusters Score -2449598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2449601.250000 Penalty: 4842.171387
	Iteration 33Q: 3 clusters Score -2449601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2449602.500000 Penalty: 4842.171387
	Iteration 34Q: 3 clusters Score -2449602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -2449609.750000 Penalty: 4842.171387
	Iteration 35Q: 3 clusters Score -2449610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -2449609.250000 Penalty: 4842.171387
	Iteration 36Q: 3 clusters Score -2449609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -2449610.500000 Penalty: 4842.171387
	Iteration 37Q: 3 clusters Score -2449610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -2449618.750000 Penalty: 4842.171387
	Iteration 38Q: 3 clusters Score -2449619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -2449624.000000 Penalty: 4842.171387
	Iteration 39Q: 3 clusters Score -2449624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -2449629.250000 Penalty: 4842.171387
	Iteration 40F: 3 clusters Score -2449629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -2449634.750000 Penalty: 4842.171387
	Iteration 41Q: 3 clusters Score -2449635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -2449633.750000 Penalty: 4842.171387
	Iteration 42Q: 3 clusters Score -2449634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -2449642.000000 Penalty: 4842.171387
	Iteration 43Q: 3 clusters Score -2449642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -2449641.000000 Penalty: 4842.171387
	Iteration 44Q: 3 clusters Score -2449641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -2449641.000000 Penalty: 4842.171387
	Iteration 45F: 3 clusters Score -2449641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -51199.085938 Penalty: 1514.541626
	Iteration 0F: 2 clusters Score -51199.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -49756.628906 Penalty: 3029.083252
	Iteration 0F: 3 clusters Score -49756.63 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -49993.507812 Penalty: 3029.083252
	Iteration 1F: 3 clusters Score -49993.51 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -50289.246094 Penalty: 3029.083252
	Iteration 2F: 3 clusters Score -50289.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -50485.582031 Penalty: 3029.083252
	Iteration 3Q: 3 clusters Score -50485.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50560.285156 Penalty: 3029.083252
	Iteration 4Q: 3 clusters Score -50560.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50621.335938 Penalty: 3029.083252
	Iteration 5Q: 3 clusters Score -50621.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50665.156250 Penalty: 3029.083252
	Iteration 6Q: 3 clusters Score -50665.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -50737.929688 Penalty: 3029.083252
	Iteration 7Q: 3 clusters Score -50737.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -50861.378906 Penalty: 3029.083252
	Iteration 8Q: 3 clusters Score -50861.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50931.585938 Penalty: 3029.083252
	Iteration 9Q: 3 clusters Score -50931.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -51044.531250 Penalty: 3029.083252
	Iteration 10Q: 3 clusters Score -51044.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -51082.492188 Penalty: 3029.083252
	Iteration 11Q: 3 clusters Score -51082.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -51100.128906 Penalty: 3029.083252
	Iteration 12Q: 3 clusters Score -51100.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -51108.906250 Penalty: 3029.083252
	Iteration 13Q: 3 clusters Score -51108.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -51113.957031 Penalty: 3029.083252
	Iteration 14Q: 3 clusters Score -51113.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -51120.109375 Penalty: 3029.083252
	Iteration 15Q: 3 clusters Score -51120.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -51122.652344 Penalty: 3029.083252
	Iteration 16Q: 3 clusters Score -51122.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -51122.652344 Penalty: 3029.083252
	Iteration 17F: 3 clusters Score -51122.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (66275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66275 members 
Entering Unmasked Estep 
Score: -9328428.000000 Penalty: 2753.188965
	Iteration 0F: 2 clusters Score -9328428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -9283975.000000 Penalty: 5506.377930
	Iteration 0F: 3 clusters Score -9283975 nChanged 30856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -9301304.000000 Penalty: 5506.377930
	Iteration 1F: 3 clusters Score -9301304 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -9301966.000000 Penalty: 5506.377930
	Iteration 2Q: 3 clusters Score -9301966 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 32487 members 
Entering Unmasked Estep 
Score: -9302631.000000 Penalty: 5506.377930
	Iteration 3Q: 3 clusters Score -9302631 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33981 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -9303499.000000 Penalty: 5506.377930
	Iteration 4Q: 3 clusters Score -9303499 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -9304431.000000 Penalty: 5506.377930
	Iteration 5Q: 3 clusters Score -9304431 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34604 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -9305538.000000 Penalty: 5506.377930
	Iteration 6Q: 3 clusters Score -9305538 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -9306812.000000 Penalty: 5506.377930
	Iteration 7Q: 3 clusters Score -9306812 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -9308248.000000 Penalty: 5506.377930
	Iteration 8Q: 3 clusters Score -9308248 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -9309675.000000 Penalty: 5506.377930
	Iteration 9Q: 3 clusters Score -9309675 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -9311158.000000 Penalty: 5506.377930
	Iteration 10Q: 3 clusters Score -9311158 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38457 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -9312771.000000 Penalty: 5506.377930
	Iteration 11Q: 3 clusters Score -9312771 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -9314447.000000 Penalty: 5506.377930
	Iteration 12Q: 3 clusters Score -9314447 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -9315842.000000 Penalty: 5506.377930
	Iteration 13Q: 3 clusters Score -9315842 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41797 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -9316920.000000 Penalty: 5506.377930
	Iteration 14Q: 3 clusters Score -9316920 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42841 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -9317864.000000 Penalty: 5506.377930
	Iteration 15Q: 3 clusters Score -9317864 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43805 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -9318766.000000 Penalty: 5506.377930
	Iteration 16Q: 3 clusters Score -9318766 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44806 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -9319685.000000 Penalty: 5506.377930
	Iteration 17Q: 3 clusters Score -9319685 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45802 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -9320663.000000 Penalty: 5506.377930
	Iteration 18Q: 3 clusters Score -9320663 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46694 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -9321571.000000 Penalty: 5506.377930
	Iteration 19Q: 3 clusters Score -9321571 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47496 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -9322367.000000 Penalty: 5506.377930
	Iteration 20F: 3 clusters Score -9322367 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48138 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -9323000.000000 Penalty: 5506.377930
	Iteration 21Q: 3 clusters Score -9323000 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48689 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -9323435.000000 Penalty: 5506.377930
	Iteration 22Q: 3 clusters Score -9323435 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49156 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -9323798.000000 Penalty: 5506.377930
	Iteration 23Q: 3 clusters Score -9323798 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49559 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -9323980.000000 Penalty: 5506.377930
	Iteration 24Q: 3 clusters Score -9323980 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49891 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -9324172.000000 Penalty: 5506.377930
	Iteration 25Q: 3 clusters Score -9324172 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50150 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -9324283.000000 Penalty: 5506.377930
	Iteration 26Q: 3 clusters Score -9324283 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50392 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -9324371.000000 Penalty: 5506.377930
	Iteration 27Q: 3 clusters Score -9324371 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50609 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -9324429.000000 Penalty: 5506.377930
	Iteration 28Q: 3 clusters Score -9324429 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50814 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -9324469.000000 Penalty: 5506.377930
	Iteration 29Q: 3 clusters Score -9324469 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50981 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -9324538.000000 Penalty: 5506.377930
	Iteration 30Q: 3 clusters Score -9324538 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51127 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -9324548.000000 Penalty: 5506.377930
	Iteration 31Q: 3 clusters Score -9324548 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51251 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -9324564.000000 Penalty: 5506.377930
	Iteration 32Q: 3 clusters Score -9324564 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51337 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -9324585.000000 Penalty: 5506.377930
	Iteration 33Q: 3 clusters Score -9324585 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51409 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -9324588.000000 Penalty: 5506.377930
	Iteration 34Q: 3 clusters Score -9324588 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51474 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -9324577.000000 Penalty: 5506.377930
	Iteration 35Q: 3 clusters Score -9324577 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51519 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -9324579.000000 Penalty: 5506.377930
	Iteration 36Q: 3 clusters Score -9324579 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51567 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -9324588.000000 Penalty: 5506.377930
	Iteration 37Q: 3 clusters Score -9324588 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51610 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -9324581.000000 Penalty: 5506.377930
	Iteration 38Q: 3 clusters Score -9324581 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51649 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -9324582.000000 Penalty: 5506.377930
	Iteration 39Q: 3 clusters Score -9324582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51677 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -9324590.000000 Penalty: 5506.377930
	Iteration 40F: 3 clusters Score -9324590 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51696 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -9324577.000000 Penalty: 5506.377930
	Iteration 41Q: 3 clusters Score -9324577 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51710 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -9324583.000000 Penalty: 5506.377930
	Iteration 42Q: 3 clusters Score -9324583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51727 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -9324573.000000 Penalty: 5506.377930
	Iteration 43Q: 3 clusters Score -9324573 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51743 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -9324573.000000 Penalty: 5506.377930
	Iteration 44Q: 3 clusters Score -9324573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51748 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -9324574.000000 Penalty: 5506.377930
	Iteration 45Q: 3 clusters Score -9324574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51751 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -9324577.000000 Penalty: 5506.377930
	Iteration 46Q: 3 clusters Score -9324577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51753 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -9324568.000000 Penalty: 5506.377930
	Iteration 47Q: 3 clusters Score -9324568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51756 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -9324576.000000 Penalty: 5506.377930
	Iteration 48Q: 3 clusters Score -9324576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51757 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -9324574.000000 Penalty: 5506.377930
	Iteration 49Q: 3 clusters Score -9324574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51758 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -9324577.000000 Penalty: 5506.377930
	Iteration 50Q: 3 clusters Score -9324577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51759 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -9324576.000000 Penalty: 5506.377930
	Iteration 51Q: 3 clusters Score -9324576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51762 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -9324580.000000 Penalty: 5506.377930
	Iteration 52Q: 3 clusters Score -9324580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51763 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -9324576.000000 Penalty: 5506.377930
	Iteration 53Q: 3 clusters Score -9324576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51763 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -9324576.000000 Penalty: 5506.377930
	Iteration 54F: 3 clusters Score -9324576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Entering Unmasked Estep 
Score: -994110.937500 Penalty: 2207.471436
	Iteration 0F: 2 clusters Score -994110.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -988074.750000 Penalty: 4414.942871
	Iteration 0F: 3 clusters Score -988074.8 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -989644.125000 Penalty: 4414.942871
	Iteration 1F: 3 clusters Score -989644.1 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -989927.375000 Penalty: 4414.942871
	Iteration 2F: 3 clusters Score -989927.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -990131.562500 Penalty: 4414.942871
	Iteration 3F: 3 clusters Score -990131.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -990252.187500 Penalty: 4414.942871
	Iteration 4Q: 3 clusters Score -990252.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -990346.437500 Penalty: 4414.942871
	Iteration 5Q: 3 clusters Score -990346.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -990425.250000 Penalty: 4414.942871
	Iteration 6Q: 3 clusters Score -990425.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -990497.812500 Penalty: 4414.942871
	Iteration 7Q: 3 clusters Score -990497.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -990564.312500 Penalty: 4414.942871
	Iteration 8Q: 3 clusters Score -990564.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -990623.437500 Penalty: 4414.942871
	Iteration 9Q: 3 clusters Score -990623.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -990680.812500 Penalty: 4414.942871
	Iteration 10Q: 3 clusters Score -990680.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -990743.187500 Penalty: 4414.942871
	Iteration 11Q: 3 clusters Score -990743.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -990812.687500 Penalty: 4414.942871
	Iteration 12Q: 3 clusters Score -990812.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -990885.062500 Penalty: 4414.942871
	Iteration 13Q: 3 clusters Score -990885.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -990959.062500 Penalty: 4414.942871
	Iteration 14Q: 3 clusters Score -990959.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -991037.312500 Penalty: 4414.942871
	Iteration 15Q: 3 clusters Score -991037.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -991130.562500 Penalty: 4414.942871
	Iteration 16Q: 3 clusters Score -991130.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -991222.812500 Penalty: 4414.942871
	Iteration 17Q: 3 clusters Score -991222.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -991324.000000 Penalty: 4414.942871
	Iteration 18Q: 3 clusters Score -991324 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -991437.750000 Penalty: 4414.942871
	Iteration 19Q: 3 clusters Score -991437.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -991575.687500 Penalty: 4414.942871
	Iteration 20F: 3 clusters Score -991575.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -991742.062500 Penalty: 4414.942871
	Iteration 21Q: 3 clusters Score -991742.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -991945.312500 Penalty: 4414.942871
	Iteration 22Q: 3 clusters Score -991945.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -992135.812500 Penalty: 4414.942871
	Iteration 23Q: 3 clusters Score -992135.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -992319.125000 Penalty: 4414.942871
	Iteration 24Q: 3 clusters Score -992319.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -992516.125000 Penalty: 4414.942871
	Iteration 25Q: 3 clusters Score -992516.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -992697.187500 Penalty: 4414.942871
	Iteration 26Q: 3 clusters Score -992697.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -992854.375000 Penalty: 4414.942871
	Iteration 27Q: 3 clusters Score -992854.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -993048.500000 Penalty: 4414.942871
	Iteration 28Q: 3 clusters Score -993048.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -993226.187500 Penalty: 4414.942871
	Iteration 29Q: 3 clusters Score -993226.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -993315.875000 Penalty: 4414.942871
	Iteration 30Q: 3 clusters Score -993315.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -993374.250000 Penalty: 4414.942871
	Iteration 31Q: 3 clusters Score -993374.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -993409.812500 Penalty: 4414.942871
	Iteration 32Q: 3 clusters Score -993409.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -993430.312500 Penalty: 4414.942871
	Iteration 33Q: 3 clusters Score -993430.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -993441.562500 Penalty: 4414.942871
	Iteration 34Q: 3 clusters Score -993441.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -993448.875000 Penalty: 4414.942871
	Iteration 35Q: 3 clusters Score -993448.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -993453.375000 Penalty: 4414.942871
	Iteration 36Q: 3 clusters Score -993453.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -993454.750000 Penalty: 4414.942871
	Iteration 37Q: 3 clusters Score -993454.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -993462.875000 Penalty: 4414.942871
	Iteration 38Q: 3 clusters Score -993462.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -993492.250000 Penalty: 4414.942871
	Iteration 39F: 3 clusters Score -993492.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -993502.312500 Penalty: 4414.942871
	Iteration 40F: 3 clusters Score -993502.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -993507.625000 Penalty: 4414.942871
	Iteration 41Q: 3 clusters Score -993507.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -993513.562500 Penalty: 4414.942871
	Iteration 42Q: 3 clusters Score -993513.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -993513.812500 Penalty: 4414.942871
	Iteration 43Q: 3 clusters Score -993513.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -993518.062500 Penalty: 4414.942871
	Iteration 44Q: 3 clusters Score -993518.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -993519.312500 Penalty: 4414.942871
	Iteration 45Q: 3 clusters Score -993519.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -993520.062500 Penalty: 4414.942871
	Iteration 46Q: 3 clusters Score -993520.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -993520.312500 Penalty: 4414.942871
	Iteration 47Q: 3 clusters Score -993520.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -993523.625000 Penalty: 4414.942871
	Iteration 48Q: 3 clusters Score -993523.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -993523.562500 Penalty: 4414.942871
	Iteration 49Q: 3 clusters Score -993523.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -993524.187500 Penalty: 4414.942871
	Iteration 50Q: 3 clusters Score -993524.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -993524.187500 Penalty: 4414.942871
	Iteration 51F: 3 clusters Score -993524.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (119999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119999 members 
Entering Unmasked Estep 
Score: -16992244.000000 Penalty: 2900.419189
	Iteration 0F: 2 clusters Score -1.699224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59805 members 
Mstep: Class 2 contains 60194 members 
Entering Unmasked Estep 
Score: -16914756.000000 Penalty: 5800.838379
	Iteration 0F: 3 clusters Score -1.691476e+07 nChanged 57179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57302 members 
Mstep: Class 2 contains 62697 members 
Entering Unmasked Estep 
Score: -16947942.000000 Penalty: 5800.838379
	Iteration 1F: 3 clusters Score -1.694794e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55527 members 
Mstep: Class 2 contains 64472 members 
Entering Unmasked Estep 
Score: -16949114.000000 Penalty: 5800.838379
	Iteration 2Q: 3 clusters Score -1.694911e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52740 members 
Mstep: Class 2 contains 67259 members 
Entering Unmasked Estep 
Score: -16950944.000000 Penalty: 5800.838379
	Iteration 3Q: 3 clusters Score -1.695094e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48555 members 
Mstep: Class 2 contains 71444 members 
Entering Unmasked Estep 
Score: -16953622.000000 Penalty: 5800.838379
	Iteration 4F: 3 clusters Score -1.695362e+07 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42434 members 
Mstep: Class 2 contains 77565 members 
Entering Unmasked Estep 
Score: -16958176.000000 Penalty: 5800.838379
	Iteration 5F: 3 clusters Score -1.695818e+07 nChanged 9256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 85835 members 
Entering Unmasked Estep 
Score: -16965198.000000 Penalty: 5800.838379
	Iteration 6F: 3 clusters Score -1.69652e+07 nChanged 9935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 95262 members 
Entering Unmasked Estep 
Score: -16974072.000000 Penalty: 5800.838379
	Iteration 7F: 3 clusters Score -1.697407e+07 nChanged 8206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 103176 members 
Entering Unmasked Estep 
Score: -16981956.000000 Penalty: 5800.838379
	Iteration 8F: 3 clusters Score -1.698196e+07 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 108042 members 
Entering Unmasked Estep 
Score: -16986420.000000 Penalty: 5800.838379
	Iteration 9Q: 3 clusters Score -1.698642e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 110765 members 
Entering Unmasked Estep 
Score: -16988502.000000 Penalty: 5800.838379
	Iteration 10Q: 3 clusters Score -1.69885e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 112557 members 
Entering Unmasked Estep 
Score: -16989652.000000 Penalty: 5800.838379
	Iteration 11Q: 3 clusters Score -1.698965e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 113837 members 
Entering Unmasked Estep 
Score: -16990262.000000 Penalty: 5800.838379
	Iteration 12Q: 3 clusters Score -1.699026e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 114772 members 
Entering Unmasked Estep 
Score: -16990606.000000 Penalty: 5800.838379
	Iteration 13Q: 3 clusters Score -1.699061e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 115444 members 
Entering Unmasked Estep 
Score: -16990916.000000 Penalty: 5800.838379
	Iteration 14Q: 3 clusters Score -1.699092e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 115982 members 
Entering Unmasked Estep 
Score: -16991084.000000 Penalty: 5800.838379
	Iteration 15Q: 3 clusters Score -1.699108e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 116389 members 
Entering Unmasked Estep 
Score: -16991172.000000 Penalty: 5800.838379
	Iteration 16Q: 3 clusters Score -1.699117e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 116702 members 
Entering Unmasked Estep 
Score: -16991182.000000 Penalty: 5800.838379
	Iteration 17Q: 3 clusters Score -1.699118e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 116929 members 
Entering Unmasked Estep 
Score: -16991254.000000 Penalty: 5800.838379
	Iteration 18Q: 3 clusters Score -1.699125e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 117115 members 
Entering Unmasked Estep 
Score: -16991270.000000 Penalty: 5800.838379
	Iteration 19Q: 3 clusters Score -1.699127e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 117264 members 
Entering Unmasked Estep 
Score: -16991314.000000 Penalty: 5800.838379
	Iteration 20F: 3 clusters Score -1.699131e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 117381 members 
Entering Unmasked Estep 
Score: -16991328.000000 Penalty: 5800.838379
	Iteration 21Q: 3 clusters Score -1.699133e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 117479 members 
Entering Unmasked Estep 
Score: -16991298.000000 Penalty: 5800.838379
	Iteration 22Q: 3 clusters Score -1.69913e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 117568 members 
Entering Unmasked Estep 
Score: -16991308.000000 Penalty: 5800.838379
	Iteration 23Q: 3 clusters Score -1.699131e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 117637 members 
Entering Unmasked Estep 
Score: -16991314.000000 Penalty: 5800.838379
	Iteration 24Q: 3 clusters Score -1.699131e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 117699 members 
Entering Unmasked Estep 
Score: -16991322.000000 Penalty: 5800.838379
	Iteration 25Q: 3 clusters Score -1.699132e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 117756 members 
Entering Unmasked Estep 
Score: -16991332.000000 Penalty: 5800.838379
	Iteration 26Q: 3 clusters Score -1.699133e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 117802 members 
Entering Unmasked Estep 
Score: -16991316.000000 Penalty: 5800.838379
	Iteration 27Q: 3 clusters Score -1.699132e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 117830 members 
Entering Unmasked Estep 
Score: -16991308.000000 Penalty: 5800.838379
	Iteration 28Q: 3 clusters Score -1.699131e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 117851 members 
Entering Unmasked Estep 
Score: -16991312.000000 Penalty: 5800.838379
	Iteration 29Q: 3 clusters Score -1.699131e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 117866 members 
Entering Unmasked Estep 
Score: -16991296.000000 Penalty: 5800.838379
	Iteration 30Q: 3 clusters Score -1.69913e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 117882 members 
Entering Unmasked Estep 
Score: -16991298.000000 Penalty: 5800.838379
	Iteration 31Q: 3 clusters Score -1.69913e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 117892 members 
Entering Unmasked Estep 
Score: -16991298.000000 Penalty: 5800.838379
	Iteration 32Q: 3 clusters Score -1.69913e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 117908 members 
Entering Unmasked Estep 
Score: -16991290.000000 Penalty: 5800.838379
	Iteration 33Q: 3 clusters Score -1.699129e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 117924 members 
Entering Unmasked Estep 
Score: -16991300.000000 Penalty: 5800.838379
	Iteration 34Q: 3 clusters Score -1.69913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 117931 members 
Entering Unmasked Estep 
Score: -16991296.000000 Penalty: 5800.838379
	Iteration 35Q: 3 clusters Score -1.69913e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 117941 members 
Entering Unmasked Estep 
Score: -16991308.000000 Penalty: 5800.838379
	Iteration 36Q: 3 clusters Score -1.699131e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 117949 members 
Entering Unmasked Estep 
Score: -16991286.000000 Penalty: 5800.838379
	Iteration 37Q: 3 clusters Score -1.699129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 117952 members 
Entering Unmasked Estep 
Score: -16991284.000000 Penalty: 5800.838379
	Iteration 38Q: 3 clusters Score -1.699128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 117955 members 
Entering Unmasked Estep 
Score: -16991268.000000 Penalty: 5800.838379
	Iteration 39Q: 3 clusters Score -1.699127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 117962 members 
Entering Unmasked Estep 
Score: -16991264.000000 Penalty: 5800.838379
	Iteration 40F: 3 clusters Score -1.699126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 117967 members 
Entering Unmasked Estep 
Score: -16991266.000000 Penalty: 5800.838379
	Iteration 41Q: 3 clusters Score -1.699127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 117969 members 
Entering Unmasked Estep 
Score: -16991264.000000 Penalty: 5800.838379
	Iteration 42Q: 3 clusters Score -1.699126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 117972 members 
Entering Unmasked Estep 
Score: -16991256.000000 Penalty: 5800.838379
	Iteration 43Q: 3 clusters Score -1.699126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 117976 members 
Entering Unmasked Estep 
Score: -16991256.000000 Penalty: 5800.838379
	Iteration 44Q: 3 clusters Score -1.699126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 117982 members 
Entering Unmasked Estep 
Score: -16991250.000000 Penalty: 5800.838379
	Iteration 45Q: 3 clusters Score -1.699125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 117987 members 
Entering Unmasked Estep 
Score: -16991244.000000 Penalty: 5800.838379
	Iteration 46Q: 3 clusters Score -1.699124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 117988 members 
Entering Unmasked Estep 
Score: -16991244.000000 Penalty: 5800.838379
	Iteration 47Q: 3 clusters Score -1.699124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 117989 members 
Entering Unmasked Estep 
Score: -16991248.000000 Penalty: 5800.838379
	Iteration 48Q: 3 clusters Score -1.699125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 117991 members 
Entering Unmasked Estep 
Score: -16991254.000000 Penalty: 5800.838379
	Iteration 49Q: 3 clusters Score -1.699125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 117992 members 
Entering Unmasked Estep 
Score: -16991262.000000 Penalty: 5800.838379
	Iteration 50Q: 3 clusters Score -1.699126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 117993 members 
Entering Unmasked Estep 
Score: -16991270.000000 Penalty: 5800.838379
	Iteration 51Q: 3 clusters Score -1.699127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 117994 members 
Entering Unmasked Estep 
Score: -16991272.000000 Penalty: 5800.838379
	Iteration 52Q: 3 clusters Score -1.699127e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 117994 members 
Entering Unmasked Estep 
Score: -16991272.000000 Penalty: 5800.838379
	Iteration 53F: 3 clusters Score -1.699127e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Entering Unmasked Estep 
Score: -2704184.500000 Penalty: 2443.552979
	Iteration 0F: 2 clusters Score -2704184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2690823.750000 Penalty: 4887.105957
	Iteration 0F: 3 clusters Score -2690824 nChanged 8308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -2695320.750000 Penalty: 4887.105957
	Iteration 1F: 3 clusters Score -2695321 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -2695722.250000 Penalty: 4887.105957
	Iteration 2F: 3 clusters Score -2695722 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2696064.250000 Penalty: 4887.105957
	Iteration 3Q: 3 clusters Score -2696064 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -2696338.250000 Penalty: 4887.105957
	Iteration 4Q: 3 clusters Score -2696338 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -2696571.500000 Penalty: 4887.105957
	Iteration 5Q: 3 clusters Score -2696572 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -2696772.000000 Penalty: 4887.105957
	Iteration 6Q: 3 clusters Score -2696772 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -2696973.500000 Penalty: 4887.105957
	Iteration 7Q: 3 clusters Score -2696974 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -2697153.000000 Penalty: 4887.105957
	Iteration 8Q: 3 clusters Score -2697153 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2697372.750000 Penalty: 4887.105957
	Iteration 9Q: 3 clusters Score -2697373 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -2697601.500000 Penalty: 4887.105957
	Iteration 10Q: 3 clusters Score -2697602 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -2697887.250000 Penalty: 4887.105957
	Iteration 11Q: 3 clusters Score -2697887 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -2698214.000000 Penalty: 4887.105957
	Iteration 12Q: 3 clusters Score -2698214 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -2698618.750000 Penalty: 4887.105957
	Iteration 13Q: 3 clusters Score -2698619 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2699103.000000 Penalty: 4887.105957
	Iteration 14Q: 3 clusters Score -2699103 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -2699588.500000 Penalty: 4887.105957
	Iteration 15Q: 3 clusters Score -2699588 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -2700033.500000 Penalty: 4887.105957
	Iteration 16Q: 3 clusters Score -2700034 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -2700439.750000 Penalty: 4887.105957
	Iteration 17Q: 3 clusters Score -2700440 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2700761.750000 Penalty: 4887.105957
	Iteration 18Q: 3 clusters Score -2700762 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -2701037.750000 Penalty: 4887.105957
	Iteration 19Q: 3 clusters Score -2701038 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -2701301.250000 Penalty: 4887.105957
	Iteration 20F: 3 clusters Score -2701301 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -2701557.750000 Penalty: 4887.105957
	Iteration 21Q: 3 clusters Score -2701558 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -2701776.000000 Penalty: 4887.105957
	Iteration 22Q: 3 clusters Score -2701776 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -2701940.500000 Penalty: 4887.105957
	Iteration 23Q: 3 clusters Score -2701940 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -2702079.000000 Penalty: 4887.105957
	Iteration 24Q: 3 clusters Score -2702079 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -2702188.750000 Penalty: 4887.105957
	Iteration 25Q: 3 clusters Score -2702189 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -2702264.750000 Penalty: 4887.105957
	Iteration 26Q: 3 clusters Score -2702265 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -2702328.250000 Penalty: 4887.105957
	Iteration 27Q: 3 clusters Score -2702328 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2702381.000000 Penalty: 4887.105957
	Iteration 28Q: 3 clusters Score -2702381 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -2702425.000000 Penalty: 4887.105957
	Iteration 29Q: 3 clusters Score -2702425 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -2702459.750000 Penalty: 4887.105957
	Iteration 30Q: 3 clusters Score -2702460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -2702475.250000 Penalty: 4887.105957
	Iteration 31Q: 3 clusters Score -2702475 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -2702487.750000 Penalty: 4887.105957
	Iteration 32Q: 3 clusters Score -2702488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -2702506.000000 Penalty: 4887.105957
	Iteration 33Q: 3 clusters Score -2702506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -2702520.000000 Penalty: 4887.105957
	Iteration 34Q: 3 clusters Score -2702520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -2702533.000000 Penalty: 4887.105957
	Iteration 35Q: 3 clusters Score -2702533 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -2702539.000000 Penalty: 4887.105957
	Iteration 36Q: 3 clusters Score -2702539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -2702549.500000 Penalty: 4887.105957
	Iteration 37Q: 3 clusters Score -2702550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -2702559.500000 Penalty: 4887.105957
	Iteration 38Q: 3 clusters Score -2702560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -2702563.750000 Penalty: 4887.105957
	Iteration 39Q: 3 clusters Score -2702564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -2702586.750000 Penalty: 4887.105957
	Iteration 40F: 3 clusters Score -2702587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -2702607.250000 Penalty: 4887.105957
	Iteration 41Q: 3 clusters Score -2702607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -2702621.250000 Penalty: 4887.105957
	Iteration 42Q: 3 clusters Score -2702621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -2702652.000000 Penalty: 4887.105957
	Iteration 43Q: 3 clusters Score -2702652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -2702672.000000 Penalty: 4887.105957
	Iteration 44Q: 3 clusters Score -2702672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -2702680.250000 Penalty: 4887.105957
	Iteration 45Q: 3 clusters Score -2702680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -2702686.000000 Penalty: 4887.105957
	Iteration 46Q: 3 clusters Score -2702686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -2702693.250000 Penalty: 4887.105957
	Iteration 47Q: 3 clusters Score -2702693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -2702693.750000 Penalty: 4887.105957
	Iteration 48Q: 3 clusters Score -2702694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -2702689.500000 Penalty: 4887.105957
	Iteration 49Q: 3 clusters Score -2702690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -2702695.250000 Penalty: 4887.105957
	Iteration 50Q: 3 clusters Score -2702695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -2702694.000000 Penalty: 4887.105957
	Iteration 51Q: 3 clusters Score -2702694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -2702696.500000 Penalty: 4887.105957
	Iteration 52Q: 3 clusters Score -2702696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -2702697.750000 Penalty: 4887.105957
	Iteration 53F: 3 clusters Score -2702698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -2702697.500000 Penalty: 4887.105957
	Iteration 54Q: 3 clusters Score -2702698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -2702702.500000 Penalty: 4887.105957
	Iteration 55Q: 3 clusters Score -2702702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -2702704.000000 Penalty: 4887.105957
	Iteration 56Q: 3 clusters Score -2702704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -2702705.000000 Penalty: 4887.105957
	Iteration 57Q: 3 clusters Score -2702705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -2702707.750000 Penalty: 4887.105957
	Iteration 58Q: 3 clusters Score -2702708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -2702709.500000 Penalty: 4887.105957
	Iteration 59Q: 3 clusters Score -2702710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -2702713.750000 Penalty: 4887.105957
	Iteration 60F: 3 clusters Score -2702714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -2702719.750000 Penalty: 4887.105957
	Iteration 61Q: 3 clusters Score -2702720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -2702723.000000 Penalty: 4887.105957
	Iteration 62Q: 3 clusters Score -2702723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -2702723.750000 Penalty: 4887.105957
	Iteration 63Q: 3 clusters Score -2702724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -2702723.750000 Penalty: 4887.105957
	Iteration 64F: 3 clusters Score -2702724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (164810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164810 members 
Entering Unmasked Estep 
Score: -22959136.000000 Penalty: 2979.112061
	Iteration 0F: 2 clusters Score -2.295914e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82384 members 
Mstep: Class 2 contains 82426 members 
Entering Unmasked Estep 
Score: -22854038.000000 Penalty: 5958.224121
	Iteration 0F: 3 clusters Score -2.285404e+07 nChanged 78666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82348 members 
Mstep: Class 2 contains 82462 members 
Entering Unmasked Estep 
Score: -22899416.000000 Penalty: 5958.224121
	Iteration 1F: 3 clusters Score -2.289942e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81935 members 
Mstep: Class 2 contains 82875 members 
Entering Unmasked Estep 
Score: -22900242.000000 Penalty: 5958.224121
	Iteration 2Q: 3 clusters Score -2.290024e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81227 members 
Mstep: Class 2 contains 83583 members 
Entering Unmasked Estep 
Score: -22901182.000000 Penalty: 5958.224121
	Iteration 3Q: 3 clusters Score -2.290118e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80098 members 
Mstep: Class 2 contains 84712 members 
Entering Unmasked Estep 
Score: -22902214.000000 Penalty: 5958.224121
	Iteration 4Q: 3 clusters Score -2.290221e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78496 members 
Mstep: Class 2 contains 86314 members 
Entering Unmasked Estep 
Score: -22903378.000000 Penalty: 5958.224121
	Iteration 5Q: 3 clusters Score -2.290338e+07 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76196 members 
Mstep: Class 2 contains 88614 members 
Entering Unmasked Estep 
Score: -22904988.000000 Penalty: 5958.224121
	Iteration 6Q: 3 clusters Score -2.290499e+07 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72904 members 
Mstep: Class 2 contains 91906 members 
Entering Unmasked Estep 
Score: -22907950.000000 Penalty: 5958.224121
	Iteration 7Q: 3 clusters Score -2.290795e+07 nChanged 8134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68582 members 
Mstep: Class 2 contains 96228 members 
Entering Unmasked Estep 
Score: -22912782.000000 Penalty: 5958.224121
	Iteration 8Q: 3 clusters Score -2.291278e+07 nChanged 9800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63632 members 
Mstep: Class 2 contains 101178 members 
Entering Unmasked Estep 
Score: -22919874.000000 Penalty: 5958.224121
	Iteration 9F: 3 clusters Score -2.291987e+07 nChanged 10489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59003 members 
Mstep: Class 2 contains 105807 members 
Entering Unmasked Estep 
Score: -22927580.000000 Penalty: 5958.224121
	Iteration 10F: 3 clusters Score -2.292758e+07 nChanged 8806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55401 members 
Mstep: Class 2 contains 109409 members 
Entering Unmasked Estep 
Score: -22932510.000000 Penalty: 5958.224121
	Iteration 11F: 3 clusters Score -2.293251e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52267 members 
Mstep: Class 2 contains 112543 members 
Entering Unmasked Estep 
Score: -22934364.000000 Penalty: 5958.224121
	Iteration 12Q: 3 clusters Score -2.293436e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49102 members 
Mstep: Class 2 contains 115708 members 
Entering Unmasked Estep 
Score: -22935358.000000 Penalty: 5958.224121
	Iteration 13Q: 3 clusters Score -2.293536e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45878 members 
Mstep: Class 2 contains 118932 members 
Entering Unmasked Estep 
Score: -22936284.000000 Penalty: 5958.224121
	Iteration 14Q: 3 clusters Score -2.293628e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42539 members 
Mstep: Class 2 contains 122271 members 
Entering Unmasked Estep 
Score: -22937422.000000 Penalty: 5958.224121
	Iteration 15Q: 3 clusters Score -2.293742e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 125723 members 
Entering Unmasked Estep 
Score: -22938488.000000 Penalty: 5958.224121
	Iteration 16Q: 3 clusters Score -2.293849e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 129284 members 
Entering Unmasked Estep 
Score: -22939562.000000 Penalty: 5958.224121
	Iteration 17Q: 3 clusters Score -2.293956e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 132841 members 
Entering Unmasked Estep 
Score: -22940924.000000 Penalty: 5958.224121
	Iteration 18Q: 3 clusters Score -2.294092e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 136424 members 
Entering Unmasked Estep 
Score: -22942438.000000 Penalty: 5958.224121
	Iteration 19Q: 3 clusters Score -2.294244e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 139976 members 
Entering Unmasked Estep 
Score: -22944068.000000 Penalty: 5958.224121
	Iteration 20F: 3 clusters Score -2.294407e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 143459 members 
Entering Unmasked Estep 
Score: -22945644.000000 Penalty: 5958.224121
	Iteration 21Q: 3 clusters Score -2.294564e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 146725 members 
Entering Unmasked Estep 
Score: -22947542.000000 Penalty: 5958.224121
	Iteration 22Q: 3 clusters Score -2.294754e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 149698 members 
Entering Unmasked Estep 
Score: -22949252.000000 Penalty: 5958.224121
	Iteration 23Q: 3 clusters Score -2.294925e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 152450 members 
Entering Unmasked Estep 
Score: -22951196.000000 Penalty: 5958.224121
	Iteration 24Q: 3 clusters Score -2.29512e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 154805 members 
Entering Unmasked Estep 
Score: -22952736.000000 Penalty: 5958.224121
	Iteration 25Q: 3 clusters Score -2.295274e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 156838 members 
Entering Unmasked Estep 
Score: -22953918.000000 Penalty: 5958.224121
	Iteration 26Q: 3 clusters Score -2.295392e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 158485 members 
Entering Unmasked Estep 
Score: -22954692.000000 Penalty: 5958.224121
	Iteration 27Q: 3 clusters Score -2.295469e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 159796 members 
Entering Unmasked Estep 
Score: -22955284.000000 Penalty: 5958.224121
	Iteration 28Q: 3 clusters Score -2.295528e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 160793 members 
Entering Unmasked Estep 
Score: -22955660.000000 Penalty: 5958.224121
	Iteration 29Q: 3 clusters Score -2.295566e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 161580 members 
Entering Unmasked Estep 
Score: -22956086.000000 Penalty: 5958.224121
	Iteration 30Q: 3 clusters Score -2.295609e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 162125 members 
Entering Unmasked Estep 
Score: -22956220.000000 Penalty: 5958.224121
	Iteration 31Q: 3 clusters Score -2.295622e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 162535 members 
Entering Unmasked Estep 
Score: -22956400.000000 Penalty: 5958.224121
	Iteration 32Q: 3 clusters Score -2.29564e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 162834 members 
Entering Unmasked Estep 
Score: -22956518.000000 Penalty: 5958.224121
	Iteration 33Q: 3 clusters Score -2.295652e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 163049 members 
Entering Unmasked Estep 
Score: -22956618.000000 Penalty: 5958.224121
	Iteration 34Q: 3 clusters Score -2.295662e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 163208 members 
Entering Unmasked Estep 
Score: -22956734.000000 Penalty: 5958.224121
	Iteration 35Q: 3 clusters Score -2.295673e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 163332 members 
Entering Unmasked Estep 
Score: -22956748.000000 Penalty: 5958.224121
	Iteration 36Q: 3 clusters Score -2.295675e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 163414 members 
Entering Unmasked Estep 
Score: -22956796.000000 Penalty: 5958.224121
	Iteration 37Q: 3 clusters Score -2.29568e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 163471 members 
Entering Unmasked Estep 
Score: -22956814.000000 Penalty: 5958.224121
	Iteration 38Q: 3 clusters Score -2.295681e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 163522 members 
Entering Unmasked Estep 
Score: -22956840.000000 Penalty: 5958.224121
	Iteration 39Q: 3 clusters Score -2.295684e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 163562 members 
Entering Unmasked Estep 
Score: -22956858.000000 Penalty: 5958.224121
	Iteration 40F: 3 clusters Score -2.295686e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 163597 members 
Entering Unmasked Estep 
Score: -22956862.000000 Penalty: 5958.224121
	Iteration 41Q: 3 clusters Score -2.295686e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 163634 members 
Entering Unmasked Estep 
Score: -22956896.000000 Penalty: 5958.224121
	Iteration 42Q: 3 clusters Score -2.29569e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 163662 members 
Entering Unmasked Estep 
Score: -22956860.000000 Penalty: 5958.224121
	Iteration 43Q: 3 clusters Score -2.295686e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 163682 members 
Entering Unmasked Estep 
Score: -22956866.000000 Penalty: 5958.224121
	Iteration 44Q: 3 clusters Score -2.295687e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 163704 members 
Entering Unmasked Estep 
Score: -22956878.000000 Penalty: 5958.224121
	Iteration 45Q: 3 clusters Score -2.295688e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 163725 members 
Entering Unmasked Estep 
Score: -22956896.000000 Penalty: 5958.224121
	Iteration 46Q: 3 clusters Score -2.29569e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 163741 members 
Entering Unmasked Estep 
Score: -22956892.000000 Penalty: 5958.224121
	Iteration 47Q: 3 clusters Score -2.295689e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 163746 members 
Entering Unmasked Estep 
Score: -22956896.000000 Penalty: 5958.224121
	Iteration 48Q: 3 clusters Score -2.29569e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 163758 members 
Entering Unmasked Estep 
Score: -22956892.000000 Penalty: 5958.224121
	Iteration 49Q: 3 clusters Score -2.295689e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 163764 members 
Entering Unmasked Estep 
Score: -22956902.000000 Penalty: 5958.224121
	Iteration 50Q: 3 clusters Score -2.29569e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 163774 members 
Entering Unmasked Estep 
Score: -22956902.000000 Penalty: 5958.224121
	Iteration 51Q: 3 clusters Score -2.29569e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 163783 members 
Entering Unmasked Estep 
Score: -22956912.000000 Penalty: 5958.224121
	Iteration 52Q: 3 clusters Score -2.295691e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 163796 members 
Entering Unmasked Estep 
Score: -22956910.000000 Penalty: 5958.224121
	Iteration 53Q: 3 clusters Score -2.295691e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 163805 members 
Entering Unmasked Estep 
Score: -22956918.000000 Penalty: 5958.224121
	Iteration 54Q: 3 clusters Score -2.295692e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 163809 members 
Entering Unmasked Estep 
Score: -22956910.000000 Penalty: 5958.224121
	Iteration 55Q: 3 clusters Score -2.295691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 163814 members 
Entering Unmasked Estep 
Score: -22956910.000000 Penalty: 5958.224121
	Iteration 56Q: 3 clusters Score -2.295691e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 163821 members 
Entering Unmasked Estep 
Score: -22956908.000000 Penalty: 5958.224121
	Iteration 57Q: 3 clusters Score -2.295691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 163825 members 
Entering Unmasked Estep 
Score: -22956914.000000 Penalty: 5958.224121
	Iteration 58Q: 3 clusters Score -2.295691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 163829 members 
Entering Unmasked Estep 
Score: -22956912.000000 Penalty: 5958.224121
	Iteration 59Q: 3 clusters Score -2.295691e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 163836 members 
Entering Unmasked Estep 
Score: -22956908.000000 Penalty: 5958.224121
	Iteration 60F: 3 clusters Score -2.295691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 163838 members 
Entering Unmasked Estep 
Score: -22956906.000000 Penalty: 5958.224121
	Iteration 61Q: 3 clusters Score -2.295691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 163838 members 
Entering Unmasked Estep 
Score: -22956914.000000 Penalty: 5958.224121
	Iteration 62Q: 3 clusters Score -2.295691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 163840 members 
Entering Unmasked Estep 
Score: -22956912.000000 Penalty: 5958.224121
	Iteration 63Q: 3 clusters Score -2.295691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 163845 members 
Entering Unmasked Estep 
Score: -22956902.000000 Penalty: 5958.224121
	Iteration 64Q: 3 clusters Score -2.29569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 163847 members 
Entering Unmasked Estep 
Score: -22956902.000000 Penalty: 5958.224121
	Iteration 65Q: 3 clusters Score -2.29569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 163848 members 
Entering Unmasked Estep 
Score: -22956904.000000 Penalty: 5958.224121
	Iteration 66Q: 3 clusters Score -2.29569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 163849 members 
Entering Unmasked Estep 
Score: -22956912.000000 Penalty: 5958.224121
	Iteration 67Q: 3 clusters Score -2.295691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 163853 members 
Entering Unmasked Estep 
Score: -22956900.000000 Penalty: 5958.224121
	Iteration 68Q: 3 clusters Score -2.29569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 163857 members 
Entering Unmasked Estep 
Score: -22956898.000000 Penalty: 5958.224121
	Iteration 69Q: 3 clusters Score -2.29569e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 163861 members 
Entering Unmasked Estep 
Score: -22956898.000000 Penalty: 5958.224121
	Iteration 70Q: 3 clusters Score -2.29569e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 163867 members 
Entering Unmasked Estep 
Score: -22956908.000000 Penalty: 5958.224121
	Iteration 71Q: 3 clusters Score -2.295691e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 163874 members 
Entering Unmasked Estep 
Score: -22956920.000000 Penalty: 5958.224121
	Iteration 72Q: 3 clusters Score -2.295692e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 163886 members 
Entering Unmasked Estep 
Score: -22956926.000000 Penalty: 5958.224121
	Iteration 73Q: 3 clusters Score -2.295693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 163891 members 
Entering Unmasked Estep 
Score: -22956912.000000 Penalty: 5958.224121
	Iteration 74Q: 3 clusters Score -2.295691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 163892 members 
Entering Unmasked Estep 
Score: -22956908.000000 Penalty: 5958.224121
	Iteration 75Q: 3 clusters Score -2.295691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 163893 members 
Entering Unmasked Estep 
Score: -22956902.000000 Penalty: 5958.224121
	Iteration 76Q: 3 clusters Score -2.29569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 163894 members 
Entering Unmasked Estep 
Score: -22956904.000000 Penalty: 5958.224121
	Iteration 77Q: 3 clusters Score -2.29569e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 163894 members 
Entering Unmasked Estep 
Score: -22956904.000000 Penalty: 5958.224121
	Iteration 78F: 3 clusters Score -2.29569e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (169904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169904 members 
Entering Unmasked Estep 
Score: -23937850.000000 Penalty: 2986.661133
	Iteration 0F: 2 clusters Score -2.393785e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85267 members 
Mstep: Class 2 contains 84637 members 
Entering Unmasked Estep 
Score: -23829288.000000 Penalty: 5973.322266
	Iteration 0F: 3 clusters Score -2.382929e+07 nChanged 81559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90182 members 
Mstep: Class 2 contains 79722 members 
Entering Unmasked Estep 
Score: -23876862.000000 Penalty: 5973.322266
	Iteration 1F: 3 clusters Score -2.387686e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93089 members 
Mstep: Class 2 contains 76815 members 
Entering Unmasked Estep 
Score: -23878284.000000 Penalty: 5973.322266
	Iteration 2Q: 3 clusters Score -2.387828e+07 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97437 members 
Mstep: Class 2 contains 72467 members 
Entering Unmasked Estep 
Score: -23880080.000000 Penalty: 5973.322266
	Iteration 3Q: 3 clusters Score -2.388008e+07 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103287 members 
Mstep: Class 2 contains 66617 members 
Entering Unmasked Estep 
Score: -23882902.000000 Penalty: 5973.322266
	Iteration 4Q: 3 clusters Score -2.38829e+07 nChanged 9504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110675 members 
Mstep: Class 2 contains 59229 members 
Entering Unmasked Estep 
Score: -23886968.000000 Penalty: 5973.322266
	Iteration 5F: 3 clusters Score -2.388697e+07 nChanged 10438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118983 members 
Mstep: Class 2 contains 50921 members 
Entering Unmasked Estep 
Score: -23892288.000000 Penalty: 5973.322266
	Iteration 6F: 3 clusters Score -2.389229e+07 nChanged 10426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126935 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -23898382.000000 Penalty: 5973.322266
	Iteration 7F: 3 clusters Score -2.389838e+07 nChanged 9185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132524 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -23904468.000000 Penalty: 5973.322266
	Iteration 8F: 3 clusters Score -2.390447e+07 nChanged 7661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135323 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -23909570.000000 Penalty: 5973.322266
	Iteration 9Q: 3 clusters Score -2.390957e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136158 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -23912314.000000 Penalty: 5973.322266
	Iteration 10Q: 3 clusters Score -2.391231e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136334 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -23913238.000000 Penalty: 5973.322266
	Iteration 11Q: 3 clusters Score -2.391324e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136400 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -23913524.000000 Penalty: 5973.322266
	Iteration 12Q: 3 clusters Score -2.391352e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136456 members 
Mstep: Class 2 contains 33448 members 
Entering Unmasked Estep 
Score: -23913518.000000 Penalty: 5973.322266
	Iteration 13Q: 3 clusters Score -2.391352e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136484 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -23913540.000000 Penalty: 5973.322266
	Iteration 14Q: 3 clusters Score -2.391354e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136499 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -23913594.000000 Penalty: 5973.322266
	Iteration 15Q: 3 clusters Score -2.391359e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136537 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -23913592.000000 Penalty: 5973.322266
	Iteration 16Q: 3 clusters Score -2.391359e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136575 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -23913648.000000 Penalty: 5973.322266
	Iteration 17Q: 3 clusters Score -2.391365e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136588 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -23913710.000000 Penalty: 5973.322266
	Iteration 18Q: 3 clusters Score -2.391371e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136581 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -23913698.000000 Penalty: 5973.322266
	Iteration 19Q: 3 clusters Score -2.39137e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136587 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -23913688.000000 Penalty: 5973.322266
	Iteration 20F: 3 clusters Score -2.391369e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136576 members 
Mstep: Class 2 contains 33328 members 
Entering Unmasked Estep 
Score: -23913702.000000 Penalty: 5973.322266
	Iteration 21Q: 3 clusters Score -2.39137e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136555 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -23913772.000000 Penalty: 5973.322266
	Iteration 22Q: 3 clusters Score -2.391377e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136570 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -23913840.000000 Penalty: 5973.322266
	Iteration 23Q: 3 clusters Score -2.391384e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136583 members 
Mstep: Class 2 contains 33321 members 
Entering Unmasked Estep 
Score: -23913880.000000 Penalty: 5973.322266
	Iteration 24Q: 3 clusters Score -2.391388e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136599 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -23913882.000000 Penalty: 5973.322266
	Iteration 25Q: 3 clusters Score -2.391388e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136588 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -23913968.000000 Penalty: 5973.322266
	Iteration 26Q: 3 clusters Score -2.391397e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136563 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -23913968.000000 Penalty: 5973.322266
	Iteration 27Q: 3 clusters Score -2.391397e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136521 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -23913952.000000 Penalty: 5973.322266
	Iteration 28Q: 3 clusters Score -2.391395e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136505 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
Score: -23913978.000000 Penalty: 5973.322266
	Iteration 29Q: 3 clusters Score -2.391398e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136464 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -23913994.000000 Penalty: 5973.322266
	Iteration 30Q: 3 clusters Score -2.391399e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136413 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -23914040.000000 Penalty: 5973.322266
	Iteration 31Q: 3 clusters Score -2.391404e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136372 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -23914052.000000 Penalty: 5973.322266
	Iteration 32Q: 3 clusters Score -2.391405e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136350 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -23914126.000000 Penalty: 5973.322266
	Iteration 33Q: 3 clusters Score -2.391413e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136332 members 
Mstep: Class 2 contains 33572 members 
Entering Unmasked Estep 
Score: -23914200.000000 Penalty: 5973.322266
	Iteration 34Q: 3 clusters Score -2.39142e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136272 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -23914240.000000 Penalty: 5973.322266
	Iteration 35Q: 3 clusters Score -2.391424e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136223 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -23914332.000000 Penalty: 5973.322266
	Iteration 36Q: 3 clusters Score -2.391433e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136119 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -23914400.000000 Penalty: 5973.322266
	Iteration 37Q: 3 clusters Score -2.39144e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136014 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -23914432.000000 Penalty: 5973.322266
	Iteration 38Q: 3 clusters Score -2.391443e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135888 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -23914478.000000 Penalty: 5973.322266
	Iteration 39Q: 3 clusters Score -2.391448e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135739 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -23914472.000000 Penalty: 5973.322266
	Iteration 40F: 3 clusters Score -2.391447e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135556 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -23914428.000000 Penalty: 5973.322266
	Iteration 41Q: 3 clusters Score -2.391443e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135386 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -23914442.000000 Penalty: 5973.322266
	Iteration 42Q: 3 clusters Score -2.391444e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135220 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -23914518.000000 Penalty: 5973.322266
	Iteration 43Q: 3 clusters Score -2.391452e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135002 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
Score: -23914456.000000 Penalty: 5973.322266
	Iteration 44Q: 3 clusters Score -2.391446e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134780 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -23914386.000000 Penalty: 5973.322266
	Iteration 45Q: 3 clusters Score -2.391439e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134533 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -23914310.000000 Penalty: 5973.322266
	Iteration 46Q: 3 clusters Score -2.391431e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134271 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -23914304.000000 Penalty: 5973.322266
	Iteration 47Q: 3 clusters Score -2.39143e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133984 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -23914190.000000 Penalty: 5973.322266
	Iteration 48Q: 3 clusters Score -2.391419e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133685 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -23914208.000000 Penalty: 5973.322266
	Iteration 49Q: 3 clusters Score -2.391421e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133406 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -23914132.000000 Penalty: 5973.322266
	Iteration 50Q: 3 clusters Score -2.391413e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133114 members 
Mstep: Class 2 contains 36790 members 
Entering Unmasked Estep 
Score: -23914114.000000 Penalty: 5973.322266
	Iteration 51Q: 3 clusters Score -2.391411e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132814 members 
Mstep: Class 2 contains 37090 members 
Entering Unmasked Estep 
Score: -23914102.000000 Penalty: 5973.322266
	Iteration 52Q: 3 clusters Score -2.39141e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132505 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
Score: -23914048.000000 Penalty: 5973.322266
	Iteration 53Q: 3 clusters Score -2.391405e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132191 members 
Mstep: Class 2 contains 37713 members 
Entering Unmasked Estep 
Score: -23913982.000000 Penalty: 5973.322266
	Iteration 54Q: 3 clusters Score -2.391398e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131885 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
Score: -23913902.000000 Penalty: 5973.322266
	Iteration 55Q: 3 clusters Score -2.39139e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131569 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -23913818.000000 Penalty: 5973.322266
	Iteration 56Q: 3 clusters Score -2.391382e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131262 members 
Mstep: Class 2 contains 38642 members 
Entering Unmasked Estep 
Score: -23913808.000000 Penalty: 5973.322266
	Iteration 57Q: 3 clusters Score -2.391381e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130953 members 
Mstep: Class 2 contains 38951 members 
Entering Unmasked Estep 
Score: -23913784.000000 Penalty: 5973.322266
	Iteration 58Q: 3 clusters Score -2.391378e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130604 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
Score: -23913758.000000 Penalty: 5973.322266
	Iteration 59Q: 3 clusters Score -2.391376e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130250 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
Score: -23913736.000000 Penalty: 5973.322266
	Iteration 60F: 3 clusters Score -2.391374e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129856 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -23913716.000000 Penalty: 5973.322266
	Iteration 61Q: 3 clusters Score -2.391372e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129439 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -23913808.000000 Penalty: 5973.322266
	Iteration 62Q: 3 clusters Score -2.391381e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129012 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -23913718.000000 Penalty: 5973.322266
	Iteration 63Q: 3 clusters Score -2.391372e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128558 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -23913716.000000 Penalty: 5973.322266
	Iteration 64Q: 3 clusters Score -2.391372e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128064 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -23913654.000000 Penalty: 5973.322266
	Iteration 65Q: 3 clusters Score -2.391365e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127518 members 
Mstep: Class 2 contains 42386 members 
Entering Unmasked Estep 
Score: -23913682.000000 Penalty: 5973.322266
	Iteration 66Q: 3 clusters Score -2.391368e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126958 members 
Mstep: Class 2 contains 42946 members 
Entering Unmasked Estep 
Score: -23913638.000000 Penalty: 5973.322266
	Iteration 67Q: 3 clusters Score -2.391364e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126398 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
Score: -23913678.000000 Penalty: 5973.322266
	Iteration 68Q: 3 clusters Score -2.391368e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125809 members 
Mstep: Class 2 contains 44095 members 
Entering Unmasked Estep 
Score: -23913580.000000 Penalty: 5973.322266
	Iteration 69Q: 3 clusters Score -2.391358e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125239 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -23913582.000000 Penalty: 5973.322266
	Iteration 70Q: 3 clusters Score -2.391358e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124689 members 
Mstep: Class 2 contains 45215 members 
Entering Unmasked Estep 
Score: -23913620.000000 Penalty: 5973.322266
	Iteration 71Q: 3 clusters Score -2.391362e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124128 members 
Mstep: Class 2 contains 45776 members 
Entering Unmasked Estep 
Score: -23913616.000000 Penalty: 5973.322266
	Iteration 72Q: 3 clusters Score -2.391362e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123544 members 
Mstep: Class 2 contains 46360 members 
Entering Unmasked Estep 
Score: -23913686.000000 Penalty: 5973.322266
	Iteration 73Q: 3 clusters Score -2.391369e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122938 members 
Mstep: Class 2 contains 46966 members 
Entering Unmasked Estep 
Score: -23913590.000000 Penalty: 5973.322266
	Iteration 74Q: 3 clusters Score -2.391359e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122312 members 
Mstep: Class 2 contains 47592 members 
Entering Unmasked Estep 
Score: -23913592.000000 Penalty: 5973.322266
	Iteration 75Q: 3 clusters Score -2.391359e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121665 members 
Mstep: Class 2 contains 48239 members 
Entering Unmasked Estep 
Score: -23913596.000000 Penalty: 5973.322266
	Iteration 76Q: 3 clusters Score -2.39136e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120961 members 
Mstep: Class 2 contains 48943 members 
Entering Unmasked Estep 
Score: -23913566.000000 Penalty: 5973.322266
	Iteration 77Q: 3 clusters Score -2.391357e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120218 members 
Mstep: Class 2 contains 49686 members 
Entering Unmasked Estep 
Score: -23913604.000000 Penalty: 5973.322266
	Iteration 78Q: 3 clusters Score -2.39136e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119426 members 
Mstep: Class 2 contains 50478 members 
Entering Unmasked Estep 
Score: -23913608.000000 Penalty: 5973.322266
	Iteration 79Q: 3 clusters Score -2.391361e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118594 members 
Mstep: Class 2 contains 51310 members 
Entering Unmasked Estep 
Score: -23913538.000000 Penalty: 5973.322266
	Iteration 80F: 3 clusters Score -2.391354e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117783 members 
Mstep: Class 2 contains 52121 members 
Entering Unmasked Estep 
Score: -23913556.000000 Penalty: 5973.322266
	Iteration 81Q: 3 clusters Score -2.391356e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116939 members 
Mstep: Class 2 contains 52965 members 
Entering Unmasked Estep 
Score: -23913560.000000 Penalty: 5973.322266
	Iteration 82Q: 3 clusters Score -2.391356e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116124 members 
Mstep: Class 2 contains 53780 members 
Entering Unmasked Estep 
Score: -23913566.000000 Penalty: 5973.322266
	Iteration 83Q: 3 clusters Score -2.391357e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115322 members 
Mstep: Class 2 contains 54582 members 
Entering Unmasked Estep 
Score: -23913486.000000 Penalty: 5973.322266
	Iteration 84Q: 3 clusters Score -2.391349e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114507 members 
Mstep: Class 2 contains 55397 members 
Entering Unmasked Estep 
Score: -23913508.000000 Penalty: 5973.322266
	Iteration 85Q: 3 clusters Score -2.391351e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113681 members 
Mstep: Class 2 contains 56223 members 
Entering Unmasked Estep 
Score: -23913550.000000 Penalty: 5973.322266
	Iteration 86Q: 3 clusters Score -2.391355e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112862 members 
Mstep: Class 2 contains 57042 members 
Entering Unmasked Estep 
Score: -23913574.000000 Penalty: 5973.322266
	Iteration 87Q: 3 clusters Score -2.391357e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112017 members 
Mstep: Class 2 contains 57887 members 
Entering Unmasked Estep 
Score: -23913654.000000 Penalty: 5973.322266
	Iteration 88Q: 3 clusters Score -2.391365e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111194 members 
Mstep: Class 2 contains 58710 members 
Entering Unmasked Estep 
Score: -23913676.000000 Penalty: 5973.322266
	Iteration 89Q: 3 clusters Score -2.391368e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110320 members 
Mstep: Class 2 contains 59584 members 
Entering Unmasked Estep 
Score: -23913796.000000 Penalty: 5973.322266
	Iteration 90Q: 3 clusters Score -2.39138e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109439 members 
Mstep: Class 2 contains 60465 members 
Entering Unmasked Estep 
Score: -23913734.000000 Penalty: 5973.322266
	Iteration 91Q: 3 clusters Score -2.391373e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108580 members 
Mstep: Class 2 contains 61324 members 
Entering Unmasked Estep 
Score: -23913750.000000 Penalty: 5973.322266
	Iteration 92Q: 3 clusters Score -2.391375e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107706 members 
Mstep: Class 2 contains 62198 members 
Entering Unmasked Estep 
Score: -23913726.000000 Penalty: 5973.322266
	Iteration 93Q: 3 clusters Score -2.391373e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106791 members 
Mstep: Class 2 contains 63113 members 
Entering Unmasked Estep 
Score: -23913824.000000 Penalty: 5973.322266
	Iteration 94Q: 3 clusters Score -2.391382e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105839 members 
Mstep: Class 2 contains 64065 members 
Entering Unmasked Estep 
Score: -23913842.000000 Penalty: 5973.322266
	Iteration 95Q: 3 clusters Score -2.391384e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104871 members 
Mstep: Class 2 contains 65033 members 
Entering Unmasked Estep 
Score: -23913868.000000 Penalty: 5973.322266
	Iteration 96Q: 3 clusters Score -2.391387e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103916 members 
Mstep: Class 2 contains 65988 members 
Entering Unmasked Estep 
Score: -23913866.000000 Penalty: 5973.322266
	Iteration 97Q: 3 clusters Score -2.391387e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102934 members 
Mstep: Class 2 contains 66970 members 
Entering Unmasked Estep 
Score: -23914008.000000 Penalty: 5973.322266
	Iteration 98Q: 3 clusters Score -2.391401e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102015 members 
Mstep: Class 2 contains 67889 members 
Entering Unmasked Estep 
Score: -23914080.000000 Penalty: 5973.322266
	Iteration 99Q: 3 clusters Score -2.391408e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101066 members 
Mstep: Class 2 contains 68838 members 
Entering Unmasked Estep 
Score: -23914178.000000 Penalty: 5973.322266
	Iteration 100F: 3 clusters Score -2.391418e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100106 members 
Mstep: Class 2 contains 69798 members 
Entering Unmasked Estep 
Score: -23914258.000000 Penalty: 5973.322266
	Iteration 101Q: 3 clusters Score -2.391426e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99159 members 
Mstep: Class 2 contains 70745 members 
Entering Unmasked Estep 
Score: -23914414.000000 Penalty: 5973.322266
	Iteration 102Q: 3 clusters Score -2.391441e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98178 members 
Mstep: Class 2 contains 71726 members 
Entering Unmasked Estep 
Score: -23914652.000000 Penalty: 5973.322266
	Iteration 103Q: 3 clusters Score -2.391465e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97219 members 
Mstep: Class 2 contains 72685 members 
Entering Unmasked Estep 
Score: -23914734.000000 Penalty: 5973.322266
	Iteration 104Q: 3 clusters Score -2.391473e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96213 members 
Mstep: Class 2 contains 73691 members 
Entering Unmasked Estep 
Score: -23914874.000000 Penalty: 5973.322266
	Iteration 105Q: 3 clusters Score -2.391487e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95182 members 
Mstep: Class 2 contains 74722 members 
Entering Unmasked Estep 
Score: -23915076.000000 Penalty: 5973.322266
	Iteration 106Q: 3 clusters Score -2.391508e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94137 members 
Mstep: Class 2 contains 75767 members 
Entering Unmasked Estep 
Score: -23915250.000000 Penalty: 5973.322266
	Iteration 107Q: 3 clusters Score -2.391525e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93058 members 
Mstep: Class 2 contains 76846 members 
Entering Unmasked Estep 
Score: -23915524.000000 Penalty: 5973.322266
	Iteration 108Q: 3 clusters Score -2.391552e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91901 members 
Mstep: Class 2 contains 78003 members 
Entering Unmasked Estep 
Score: -23915794.000000 Penalty: 5973.322266
	Iteration 109Q: 3 clusters Score -2.391579e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90703 members 
Mstep: Class 2 contains 79201 members 
Entering Unmasked Estep 
Score: -23916154.000000 Penalty: 5973.322266
	Iteration 110Q: 3 clusters Score -2.391615e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89413 members 
Mstep: Class 2 contains 80491 members 
Entering Unmasked Estep 
Score: -23916590.000000 Penalty: 5973.322266
	Iteration 111Q: 3 clusters Score -2.391659e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88034 members 
Mstep: Class 2 contains 81870 members 
Entering Unmasked Estep 
Score: -23916936.000000 Penalty: 5973.322266
	Iteration 112Q: 3 clusters Score -2.391694e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86574 members 
Mstep: Class 2 contains 83330 members 
Entering Unmasked Estep 
Score: -23917410.000000 Penalty: 5973.322266
	Iteration 113Q: 3 clusters Score -2.391741e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84950 members 
Mstep: Class 2 contains 84954 members 
Entering Unmasked Estep 
Score: -23917978.000000 Penalty: 5973.322266
	Iteration 114Q: 3 clusters Score -2.391798e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83241 members 
Mstep: Class 2 contains 86663 members 
Entering Unmasked Estep 
Score: -23918476.000000 Penalty: 5973.322266
	Iteration 115Q: 3 clusters Score -2.391848e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81435 members 
Mstep: Class 2 contains 88469 members 
Entering Unmasked Estep 
Score: -23919122.000000 Penalty: 5973.322266
	Iteration 116Q: 3 clusters Score -2.391912e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79651 members 
Mstep: Class 2 contains 90253 members 
Entering Unmasked Estep 
Score: -23919694.000000 Penalty: 5973.322266
	Iteration 117Q: 3 clusters Score -2.391969e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77911 members 
Mstep: Class 2 contains 91993 members 
Entering Unmasked Estep 
Score: -23920230.000000 Penalty: 5973.322266
	Iteration 118Q: 3 clusters Score -2.392023e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76209 members 
Mstep: Class 2 contains 93695 members 
Entering Unmasked Estep 
Score: -23920640.000000 Penalty: 5973.322266
	Iteration 119Q: 3 clusters Score -2.392064e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74497 members 
Mstep: Class 2 contains 95407 members 
Entering Unmasked Estep 
Score: -23921160.000000 Penalty: 5973.322266
	Iteration 120F: 3 clusters Score -2.392116e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72712 members 
Mstep: Class 2 contains 97192 members 
Entering Unmasked Estep 
Score: -23921636.000000 Penalty: 5973.322266
	Iteration 121Q: 3 clusters Score -2.392164e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70966 members 
Mstep: Class 2 contains 98938 members 
Entering Unmasked Estep 
Score: -23921748.000000 Penalty: 5973.322266
	Iteration 122Q: 3 clusters Score -2.392175e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69247 members 
Mstep: Class 2 contains 100657 members 
Entering Unmasked Estep 
Score: -23921926.000000 Penalty: 5973.322266
	Iteration 123Q: 3 clusters Score -2.392193e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67579 members 
Mstep: Class 2 contains 102325 members 
Entering Unmasked Estep 
Score: -23922134.000000 Penalty: 5973.322266
	Iteration 124Q: 3 clusters Score -2.392213e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65925 members 
Mstep: Class 2 contains 103979 members 
Entering Unmasked Estep 
Score: -23922324.000000 Penalty: 5973.322266
	Iteration 125Q: 3 clusters Score -2.392232e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64349 members 
Mstep: Class 2 contains 105555 members 
Entering Unmasked Estep 
Score: -23922290.000000 Penalty: 5973.322266
	Iteration 126Q: 3 clusters Score -2.392229e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62815 members 
Mstep: Class 2 contains 107089 members 
Entering Unmasked Estep 
Score: -23922380.000000 Penalty: 5973.322266
	Iteration 127Q: 3 clusters Score -2.392238e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61247 members 
Mstep: Class 2 contains 108657 members 
Entering Unmasked Estep 
Score: -23922414.000000 Penalty: 5973.322266
	Iteration 128Q: 3 clusters Score -2.392241e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59780 members 
Mstep: Class 2 contains 110124 members 
Entering Unmasked Estep 
Score: -23922514.000000 Penalty: 5973.322266
	Iteration 129Q: 3 clusters Score -2.392251e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58336 members 
Mstep: Class 2 contains 111568 members 
Entering Unmasked Estep 
Score: -23922518.000000 Penalty: 5973.322266
	Iteration 130Q: 3 clusters Score -2.392252e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56922 members 
Mstep: Class 2 contains 112982 members 
Entering Unmasked Estep 
Score: -23922568.000000 Penalty: 5973.322266
	Iteration 131Q: 3 clusters Score -2.392257e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55460 members 
Mstep: Class 2 contains 114444 members 
Entering Unmasked Estep 
Score: -23922530.000000 Penalty: 5973.322266
	Iteration 132Q: 3 clusters Score -2.392253e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53996 members 
Mstep: Class 2 contains 115908 members 
Entering Unmasked Estep 
Score: -23922528.000000 Penalty: 5973.322266
	Iteration 133Q: 3 clusters Score -2.392253e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52540 members 
Mstep: Class 2 contains 117364 members 
Entering Unmasked Estep 
Score: -23922460.000000 Penalty: 5973.322266
	Iteration 134Q: 3 clusters Score -2.392246e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51151 members 
Mstep: Class 2 contains 118753 members 
Entering Unmasked Estep 
Score: -23922418.000000 Penalty: 5973.322266
	Iteration 135Q: 3 clusters Score -2.392242e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49797 members 
Mstep: Class 2 contains 120107 members 
Entering Unmasked Estep 
Score: -23922546.000000 Penalty: 5973.322266
	Iteration 136Q: 3 clusters Score -2.392255e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48420 members 
Mstep: Class 2 contains 121484 members 
Entering Unmasked Estep 
Score: -23922544.000000 Penalty: 5973.322266
	Iteration 137Q: 3 clusters Score -2.392254e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47109 members 
Mstep: Class 2 contains 122795 members 
Entering Unmasked Estep 
Score: -23922600.000000 Penalty: 5973.322266
	Iteration 138Q: 3 clusters Score -2.39226e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45799 members 
Mstep: Class 2 contains 124105 members 
Entering Unmasked Estep 
Score: -23922704.000000 Penalty: 5973.322266
	Iteration 139Q: 3 clusters Score -2.39227e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 125386 members 
Entering Unmasked Estep 
Score: -23922794.000000 Penalty: 5973.322266
	Iteration 140F: 3 clusters Score -2.392279e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43220 members 
Mstep: Class 2 contains 126684 members 
Entering Unmasked Estep 
Score: -23922834.000000 Penalty: 5973.322266
	Iteration 141Q: 3 clusters Score -2.392283e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 127982 members 
Entering Unmasked Estep 
Score: -23922892.000000 Penalty: 5973.322266
	Iteration 142Q: 3 clusters Score -2.392289e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 129318 members 
Entering Unmasked Estep 
Score: -23922898.000000 Penalty: 5973.322266
	Iteration 143Q: 3 clusters Score -2.39229e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 130662 members 
Entering Unmasked Estep 
Score: -23922962.000000 Penalty: 5973.322266
	Iteration 144Q: 3 clusters Score -2.392296e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37916 members 
Mstep: Class 2 contains 131988 members 
Entering Unmasked Estep 
Score: -23923080.000000 Penalty: 5973.322266
	Iteration 145Q: 3 clusters Score -2.392308e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 133283 members 
Entering Unmasked Estep 
Score: -23923096.000000 Penalty: 5973.322266
	Iteration 146Q: 3 clusters Score -2.39231e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35314 members 
Mstep: Class 2 contains 134590 members 
Entering Unmasked Estep 
Score: -23923252.000000 Penalty: 5973.322266
	Iteration 147Q: 3 clusters Score -2.392325e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 135913 members 
Entering Unmasked Estep 
Score: -23923382.000000 Penalty: 5973.322266
	Iteration 148Q: 3 clusters Score -2.392338e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 137175 members 
Entering Unmasked Estep 
Score: -23923554.000000 Penalty: 5973.322266
	Iteration 149Q: 3 clusters Score -2.392355e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 138392 members 
Entering Unmasked Estep 
Score: -23923772.000000 Penalty: 5973.322266
	Iteration 150Q: 3 clusters Score -2.392377e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 139629 members 
Entering Unmasked Estep 
Score: -23923906.000000 Penalty: 5973.322266
	Iteration 151Q: 3 clusters Score -2.392391e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 140918 members 
Entering Unmasked Estep 
Score: -23924182.000000 Penalty: 5973.322266
	Iteration 152Q: 3 clusters Score -2.392418e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 142126 members 
Entering Unmasked Estep 
Score: -23924400.000000 Penalty: 5973.322266
	Iteration 153Q: 3 clusters Score -2.39244e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 143385 members 
Entering Unmasked Estep 
Score: -23924642.000000 Penalty: 5973.322266
	Iteration 154Q: 3 clusters Score -2.392464e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 144646 members 
Entering Unmasked Estep 
Score: -23924922.000000 Penalty: 5973.322266
	Iteration 155Q: 3 clusters Score -2.392492e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 145930 members 
Entering Unmasked Estep 
Score: -23925146.000000 Penalty: 5973.322266
	Iteration 156Q: 3 clusters Score -2.392515e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 147187 members 
Entering Unmasked Estep 
Score: -23925290.000000 Penalty: 5973.322266
	Iteration 157Q: 3 clusters Score -2.392529e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 148445 members 
Entering Unmasked Estep 
Score: -23925494.000000 Penalty: 5973.322266
	Iteration 158Q: 3 clusters Score -2.392549e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 149661 members 
Entering Unmasked Estep 
Score: -23925764.000000 Penalty: 5973.322266
	Iteration 159Q: 3 clusters Score -2.392576e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 150860 members 
Entering Unmasked Estep 
Score: -23925988.000000 Penalty: 5973.322266
	Iteration 160F: 3 clusters Score -2.392599e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 152021 members 
Entering Unmasked Estep 
Score: -23926726.000000 Penalty: 5973.322266
	Iteration 161Q: 3 clusters Score -2.392673e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 153190 members 
Entering Unmasked Estep 
Score: -23927392.000000 Penalty: 5973.322266
	Iteration 162Q: 3 clusters Score -2.392739e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 154376 members 
Entering Unmasked Estep 
Score: -23928132.000000 Penalty: 5973.322266
	Iteration 163Q: 3 clusters Score -2.392813e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 155594 members 
Entering Unmasked Estep 
Score: -23929062.000000 Penalty: 5973.322266
	Iteration 164Q: 3 clusters Score -2.392906e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 156773 members 
Entering Unmasked Estep 
Score: -23930058.000000 Penalty: 5973.322266
	Iteration 165Q: 3 clusters Score -2.393006e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 157944 members 
Entering Unmasked Estep 
Score: -23930868.000000 Penalty: 5973.322266
	Iteration 166Q: 3 clusters Score -2.393087e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 159063 members 
Entering Unmasked Estep 
Score: -23931738.000000 Penalty: 5973.322266
	Iteration 167Q: 3 clusters Score -2.393174e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 160200 members 
Entering Unmasked Estep 
Score: -23932440.000000 Penalty: 5973.322266
	Iteration 168Q: 3 clusters Score -2.393244e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 161227 members 
Entering Unmasked Estep 
Score: -23933014.000000 Penalty: 5973.322266
	Iteration 169Q: 3 clusters Score -2.393301e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 162205 members 
Entering Unmasked Estep 
Score: -23933478.000000 Penalty: 5973.322266
	Iteration 170Q: 3 clusters Score -2.393348e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 163129 members 
Entering Unmasked Estep 
Score: -23933932.000000 Penalty: 5973.322266
	Iteration 171Q: 3 clusters Score -2.393393e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 163916 members 
Entering Unmasked Estep 
Score: -23934450.000000 Penalty: 5973.322266
	Iteration 172Q: 3 clusters Score -2.393445e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 164624 members 
Entering Unmasked Estep 
Score: -23934716.000000 Penalty: 5973.322266
	Iteration 173Q: 3 clusters Score -2.393472e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 165182 members 
Entering Unmasked Estep 
Score: -23934898.000000 Penalty: 5973.322266
	Iteration 174Q: 3 clusters Score -2.39349e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 165678 members 
Entering Unmasked Estep 
Score: -23935084.000000 Penalty: 5973.322266
	Iteration 175Q: 3 clusters Score -2.393508e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 166091 members 
Entering Unmasked Estep 
Score: -23935182.000000 Penalty: 5973.322266
	Iteration 176Q: 3 clusters Score -2.393518e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 166433 members 
Entering Unmasked Estep 
Score: -23935232.000000 Penalty: 5973.322266
	Iteration 177Q: 3 clusters Score -2.393523e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 166717 members 
Entering Unmasked Estep 
Score: -23935352.000000 Penalty: 5973.322266
	Iteration 178Q: 3 clusters Score -2.393535e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 166967 members 
Entering Unmasked Estep 
Score: -23935396.000000 Penalty: 5973.322266
	Iteration 179Q: 3 clusters Score -2.39354e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 167176 members 
Entering Unmasked Estep 
Score: -23935414.000000 Penalty: 5973.322266
	Iteration 180F: 3 clusters Score -2.393541e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 167357 members 
Entering Unmasked Estep 
Score: -23935480.000000 Penalty: 5973.322266
	Iteration 181Q: 3 clusters Score -2.393548e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 167508 members 
Entering Unmasked Estep 
Score: -23935486.000000 Penalty: 5973.322266
	Iteration 182Q: 3 clusters Score -2.393549e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 167635 members 
Entering Unmasked Estep 
Score: -23935566.000000 Penalty: 5973.322266
	Iteration 183Q: 3 clusters Score -2.393557e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 167740 members 
Entering Unmasked Estep 
Score: -23935578.000000 Penalty: 5973.322266
	Iteration 184Q: 3 clusters Score -2.393558e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 167830 members 
Entering Unmasked Estep 
Score: -23935564.000000 Penalty: 5973.322266
	Iteration 185Q: 3 clusters Score -2.393556e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 167925 members 
Entering Unmasked Estep 
Score: -23935638.000000 Penalty: 5973.322266
	Iteration 186Q: 3 clusters Score -2.393564e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 167990 members 
Entering Unmasked Estep 
Score: -23935676.000000 Penalty: 5973.322266
	Iteration 187Q: 3 clusters Score -2.393568e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 168067 members 
Entering Unmasked Estep 
Score: -23935718.000000 Penalty: 5973.322266
	Iteration 188Q: 3 clusters Score -2.393572e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 168137 members 
Entering Unmasked Estep 
Score: -23935756.000000 Penalty: 5973.322266
	Iteration 189Q: 3 clusters Score -2.393576e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 168204 members 
Entering Unmasked Estep 
Score: -23935752.000000 Penalty: 5973.322266
	Iteration 190Q: 3 clusters Score -2.393575e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 168269 members 
Entering Unmasked Estep 
Score: -23935768.000000 Penalty: 5973.322266
	Iteration 191Q: 3 clusters Score -2.393577e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 168322 members 
Entering Unmasked Estep 
Score: -23935782.000000 Penalty: 5973.322266
	Iteration 192Q: 3 clusters Score -2.393578e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 168374 members 
Entering Unmasked Estep 
Score: -23935794.000000 Penalty: 5973.322266
	Iteration 193Q: 3 clusters Score -2.393579e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 168431 members 
Entering Unmasked Estep 
Score: -23935816.000000 Penalty: 5973.322266
	Iteration 194Q: 3 clusters Score -2.393582e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 168488 members 
Entering Unmasked Estep 
Score: -23935834.000000 Penalty: 5973.322266
	Iteration 195Q: 3 clusters Score -2.393583e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 168533 members 
Entering Unmasked Estep 
Score: -23935822.000000 Penalty: 5973.322266
	Iteration 196Q: 3 clusters Score -2.393582e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 168561 members 
Entering Unmasked Estep 
Score: -23935826.000000 Penalty: 5973.322266
	Iteration 197Q: 3 clusters Score -2.393583e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 168590 members 
Entering Unmasked Estep 
Score: -23935814.000000 Penalty: 5973.322266
	Iteration 198Q: 3 clusters Score -2.393581e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 168613 members 
Entering Unmasked Estep 
Score: -23935818.000000 Penalty: 5973.322266
	Iteration 199Q: 3 clusters Score -2.393582e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 168634 members 
Entering Unmasked Estep 
Score: -23935818.000000 Penalty: 5973.322266
	Iteration 200F: 3 clusters Score -2.393582e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 168654 members 
Entering Unmasked Estep 
Score: -23935798.000000 Penalty: 5973.322266
	Iteration 201Q: 3 clusters Score -2.39358e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 168674 members 
Entering Unmasked Estep 
Score: -23935804.000000 Penalty: 5973.322266
	Iteration 202Q: 3 clusters Score -2.39358e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 168694 members 
Entering Unmasked Estep 
Score: -23935794.000000 Penalty: 5973.322266
	Iteration 203Q: 3 clusters Score -2.393579e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 168710 members 
Entering Unmasked Estep 
Score: -23935766.000000 Penalty: 5973.322266
	Iteration 204Q: 3 clusters Score -2.393577e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 168722 members 
Entering Unmasked Estep 
Score: -23935772.000000 Penalty: 5973.322266
	Iteration 205Q: 3 clusters Score -2.393577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 168727 members 
Entering Unmasked Estep 
Score: -23935782.000000 Penalty: 5973.322266
	Iteration 206Q: 3 clusters Score -2.393578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 168731 members 
Entering Unmasked Estep 
Score: -23935794.000000 Penalty: 5973.322266
	Iteration 207Q: 3 clusters Score -2.393579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 168734 members 
Entering Unmasked Estep 
Score: -23935792.000000 Penalty: 5973.322266
	Iteration 208Q: 3 clusters Score -2.393579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 168738 members 
Entering Unmasked Estep 
Score: -23935784.000000 Penalty: 5973.322266
	Iteration 209Q: 3 clusters Score -2.393578e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 168744 members 
Entering Unmasked Estep 
Score: -23935778.000000 Penalty: 5973.322266
	Iteration 210Q: 3 clusters Score -2.393578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 168750 members 
Entering Unmasked Estep 
Score: -23935774.000000 Penalty: 5973.322266
	Iteration 211Q: 3 clusters Score -2.393577e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 168757 members 
Entering Unmasked Estep 
Score: -23935772.000000 Penalty: 5973.322266
	Iteration 212Q: 3 clusters Score -2.393577e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 168765 members 
Entering Unmasked Estep 
Score: -23935764.000000 Penalty: 5973.322266
	Iteration 213Q: 3 clusters Score -2.393576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 168772 members 
Entering Unmasked Estep 
Score: -23935762.000000 Penalty: 5973.322266
	Iteration 214Q: 3 clusters Score -2.393576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 168775 members 
Entering Unmasked Estep 
Score: -23935752.000000 Penalty: 5973.322266
	Iteration 215Q: 3 clusters Score -2.393575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 168780 members 
Entering Unmasked Estep 
Score: -23935766.000000 Penalty: 5973.322266
	Iteration 216Q: 3 clusters Score -2.393577e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 168785 members 
Entering Unmasked Estep 
Score: -23935776.000000 Penalty: 5973.322266
	Iteration 217Q: 3 clusters Score -2.393578e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 168794 members 
Entering Unmasked Estep 
Score: -23935774.000000 Penalty: 5973.322266
	Iteration 218Q: 3 clusters Score -2.393577e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 168802 members 
Entering Unmasked Estep 
Score: -23935742.000000 Penalty: 5973.322266
	Iteration 219Q: 3 clusters Score -2.393574e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 168806 members 
Entering Unmasked Estep 
Score: -23935750.000000 Penalty: 5973.322266
	Iteration 220F: 3 clusters Score -2.393575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 168811 members 
Entering Unmasked Estep 
Score: -23935760.000000 Penalty: 5973.322266
	Iteration 221Q: 3 clusters Score -2.393576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 168812 members 
Entering Unmasked Estep 
Score: -23935778.000000 Penalty: 5973.322266
	Iteration 222Q: 3 clusters Score -2.393578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 168813 members 
Entering Unmasked Estep 
Score: -23935764.000000 Penalty: 5973.322266
	Iteration 223Q: 3 clusters Score -2.393576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 168815 members 
Entering Unmasked Estep 
Score: -23935764.000000 Penalty: 5973.322266
	Iteration 224Q: 3 clusters Score -2.393576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 168817 members 
Entering Unmasked Estep 
Score: -23935756.000000 Penalty: 5973.322266
	Iteration 225Q: 3 clusters Score -2.393576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 168819 members 
Entering Unmasked Estep 
Score: -23935762.000000 Penalty: 5973.322266
	Iteration 226Q: 3 clusters Score -2.393576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 168821 members 
Entering Unmasked Estep 
Score: -23935750.000000 Penalty: 5973.322266
	Iteration 227Q: 3 clusters Score -2.393575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 168824 members 
Entering Unmasked Estep 
Score: -23935742.000000 Penalty: 5973.322266
	Iteration 228Q: 3 clusters Score -2.393574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 168827 members 
Entering Unmasked Estep 
Score: -23935758.000000 Penalty: 5973.322266
	Iteration 229Q: 3 clusters Score -2.393576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 168831 members 
Entering Unmasked Estep 
Score: -23935750.000000 Penalty: 5973.322266
	Iteration 230Q: 3 clusters Score -2.393575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 168836 members 
Entering Unmasked Estep 
Score: -23935748.000000 Penalty: 5973.322266
	Iteration 231Q: 3 clusters Score -2.393575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 168839 members 
Entering Unmasked Estep 
Score: -23935760.000000 Penalty: 5973.322266
	Iteration 232Q: 3 clusters Score -2.393576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 168844 members 
Entering Unmasked Estep 
Score: -23935750.000000 Penalty: 5973.322266
	Iteration 233Q: 3 clusters Score -2.393575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 168848 members 
Entering Unmasked Estep 
Score: -23935744.000000 Penalty: 5973.322266
	Iteration 234Q: 3 clusters Score -2.393574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 168849 members 
Entering Unmasked Estep 
Score: -23935748.000000 Penalty: 5973.322266
	Iteration 235Q: 3 clusters Score -2.393575e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 168849 members 
Entering Unmasked Estep 
Score: -23935748.000000 Penalty: 5973.322266
	Iteration 236F: 3 clusters Score -2.393575e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -62858.054688 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -62858.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -61359.867188 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -61359.87 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -61548.906250 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -61548.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -61647.812500 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -61647.81 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -61718.281250 Penalty: 3115.076416
	Iteration 3Q: 3 clusters Score -61718.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -61750.566406 Penalty: 3115.076416
	Iteration 4Q: 3 clusters Score -61750.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -61768.062500 Penalty: 3115.076416
	Iteration 5Q: 3 clusters Score -61768.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -61786.082031 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -61786.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -61800.039062 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -61800.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -61820.367188 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -61820.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -61854.062500 Penalty: 3115.076416
	Iteration 9Q: 3 clusters Score -61854.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -61885.671875 Penalty: 3115.076416
	Iteration 10Q: 3 clusters Score -61885.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -61922.910156 Penalty: 3115.076416
	Iteration 11Q: 3 clusters Score -61922.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -61991.175781 Penalty: 3115.076416
	Iteration 12Q: 3 clusters Score -61991.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -62061.609375 Penalty: 3115.076416
	Iteration 13Q: 3 clusters Score -62061.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -62103.664062 Penalty: 3115.076416
	Iteration 14Q: 3 clusters Score -62103.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -62132.683594 Penalty: 3115.076416
	Iteration 15Q: 3 clusters Score -62132.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -62166.160156 Penalty: 3115.076416
	Iteration 16Q: 3 clusters Score -62166.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -62200.101562 Penalty: 3115.076416
	Iteration 17Q: 3 clusters Score -62200.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -62243.578125 Penalty: 3115.076416
	Iteration 18Q: 3 clusters Score -62243.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -62277.437500 Penalty: 3115.076416
	Iteration 19Q: 3 clusters Score -62277.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -62329.835938 Penalty: 3115.076416
	Iteration 20F: 3 clusters Score -62329.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -62425.273438 Penalty: 3115.076416
	Iteration 21Q: 3 clusters Score -62425.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -62575.429688 Penalty: 3115.076416
	Iteration 22Q: 3 clusters Score -62575.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -62734.335938 Penalty: 3115.076416
	Iteration 23Q: 3 clusters Score -62734.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -62890.226562 Penalty: 3115.076416
	Iteration 24Q: 3 clusters Score -62890.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -63058.566406 Penalty: 3115.076416
	Iteration 25Q: 3 clusters Score -63058.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -63136.632812 Penalty: 3115.076416
	Iteration 26Q: 3 clusters Score -63136.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -63161.078125 Penalty: 3115.076416
	Iteration 27Q: 3 clusters Score -63161.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -63171.230469 Penalty: 3115.076416
	Iteration 28Q: 3 clusters Score -63171.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -63172.847656 Penalty: 3115.076416
	Iteration 29F: 3 clusters Score -63172.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -63180.027344 Penalty: 3115.076416
	Iteration 30Q: 3 clusters Score -63180.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -63184.328125 Penalty: 3115.076416
	Iteration 31Q: 3 clusters Score -63184.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -63187.777344 Penalty: 3115.076416
	Iteration 32Q: 3 clusters Score -63187.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -63187.777344 Penalty: 3115.076416
	Iteration 33F: 3 clusters Score -63187.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151734 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57284 members 
Mstep: Class 9 contains 82532 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16679 members 
Mstep: Class 12 contains 27292 members 
Mstep: Class 13 contains 15769 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17369 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66275 members 
Mstep: Class 19 contains 7340 members 
Mstep: Class 20 contains 119999 members 
Mstep: Class 21 contains 19016 members 
Mstep: Class 22 contains 164810 members 
Mstep: Class 23 contains 169904 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 496 members 
Mstep: Class 26 contains 233 members 
Entering Unmasked Estep 
Score: -132694392.000000 Penalty: 88826.445312
Splitting cluster 24 changes total score from -132695992.000000 to -132694392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -56803.230469 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -56803.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -55376.910156 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -55376.91 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -55572.453125 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -55572.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -55644.851562 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -55644.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -55698.082031 Penalty: 3078.461670
	Iteration 3Q: 3 clusters Score -55698.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -55794.062500 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -55794.06 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -55864.937500 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -55864.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -55907.609375 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -55907.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -55939.515625 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -55939.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -56027.558594 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -56027.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -56059.699219 Penalty: 3078.461670
	Iteration 9Q: 3 clusters Score -56059.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -56073.382812 Penalty: 3078.461670
	Iteration 10Q: 3 clusters Score -56073.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -56093.929688 Penalty: 3078.461670
	Iteration 11Q: 3 clusters Score -56093.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -56096.417969 Penalty: 3078.461670
	Iteration 12Q: 3 clusters Score -56096.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -56101.265625 Penalty: 3078.461670
	Iteration 13Q: 3 clusters Score -56101.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -56109.589844 Penalty: 3078.461670
	Iteration 14F: 3 clusters Score -56109.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -56148.601562 Penalty: 3078.461670
	Iteration 15Q: 3 clusters Score -56148.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -56159.171875 Penalty: 3078.461670
	Iteration 16Q: 3 clusters Score -56159.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -56162.164062 Penalty: 3078.461670
	Iteration 17Q: 3 clusters Score -56162.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -56163.937500 Penalty: 3078.461670
	Iteration 18Q: 3 clusters Score -56163.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -56175.167969 Penalty: 3078.461670
	Iteration 19Q: 3 clusters Score -56175.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -56181.542969 Penalty: 3078.461670
	Iteration 20F: 3 clusters Score -56181.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -56183.425781 Penalty: 3078.461670
	Iteration 21Q: 3 clusters Score -56183.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -56192.988281 Penalty: 3078.461670
	Iteration 22Q: 3 clusters Score -56192.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -56196.488281 Penalty: 3078.461670
	Iteration 23Q: 3 clusters Score -56196.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -56203.105469 Penalty: 3078.461670
	Iteration 24Q: 3 clusters Score -56203.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -56209.792969 Penalty: 3078.461670
	Iteration 25Q: 3 clusters Score -56209.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -56224.367188 Penalty: 3078.461670
	Iteration 26Q: 3 clusters Score -56224.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -56226.664062 Penalty: 3078.461670
	Iteration 27Q: 3 clusters Score -56226.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -56226.664062 Penalty: 3078.461670
	Iteration 28F: 3 clusters Score -56226.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151734 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57284 members 
Mstep: Class 9 contains 82532 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16679 members 
Mstep: Class 12 contains 27292 members 
Mstep: Class 13 contains 15769 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17369 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66275 members 
Mstep: Class 19 contains 7340 members 
Mstep: Class 20 contains 119999 members 
Mstep: Class 21 contains 19016 members 
Mstep: Class 22 contains 164810 members 
Mstep: Class 23 contains 169904 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695960.000000 Penalty: 85410.039062
Iteration 479Q: 26 clusters Score -1.32696e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151737 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57287 members 
Mstep: Class 9 contains 82533 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16677 members 
Mstep: Class 12 contains 27292 members 
Mstep: Class 13 contains 15769 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17369 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66279 members 
Mstep: Class 19 contains 7340 members 
Mstep: Class 20 contains 119999 members 
Mstep: Class 21 contains 19016 members 
Mstep: Class 22 contains 164808 members 
Mstep: Class 23 contains 169902 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695904.000000 Penalty: 85410.039062
Iteration 480F: 26 clusters Score -1.326959e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151734 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57295 members 
Mstep: Class 9 contains 82532 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16677 members 
Mstep: Class 12 contains 27293 members 
Mstep: Class 13 contains 15769 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17369 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66279 members 
Mstep: Class 19 contains 7340 members 
Mstep: Class 20 contains 119998 members 
Mstep: Class 21 contains 19015 members 
Mstep: Class 22 contains 164817 members 
Mstep: Class 23 contains 169894 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695848.000000 Penalty: 85410.039062
Iteration 481Q: 26 clusters Score -1.326958e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151732 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57293 members 
Mstep: Class 9 contains 82535 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16676 members 
Mstep: Class 12 contains 27293 members 
Mstep: Class 13 contains 15770 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17369 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66279 members 
Mstep: Class 19 contains 7340 members 
Mstep: Class 20 contains 119996 members 
Mstep: Class 21 contains 19015 members 
Mstep: Class 22 contains 164822 members 
Mstep: Class 23 contains 169894 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695864.000000 Penalty: 85410.039062
Iteration 482Q: 26 clusters Score -1.326959e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151720 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57293 members 
Mstep: Class 9 contains 82533 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16676 members 
Mstep: Class 12 contains 27295 members 
Mstep: Class 13 contains 15771 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17368 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66279 members 
Mstep: Class 19 contains 7340 members 
Mstep: Class 20 contains 119996 members 
Mstep: Class 21 contains 19015 members 
Mstep: Class 22 contains 164836 members 
Mstep: Class 23 contains 169891 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695840.000000 Penalty: 85410.039062
Iteration 483Q: 26 clusters Score -1.326958e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151706 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57295 members 
Mstep: Class 9 contains 82534 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16676 members 
Mstep: Class 12 contains 27295 members 
Mstep: Class 13 contains 15770 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17368 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66280 members 
Mstep: Class 19 contains 7340 members 
Mstep: Class 20 contains 119993 members 
Mstep: Class 21 contains 19016 members 
Mstep: Class 22 contains 164849 members 
Mstep: Class 23 contains 169891 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695872.000000 Penalty: 85410.039062
Iteration 484Q: 26 clusters Score -1.326959e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151695 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57300 members 
Mstep: Class 9 contains 82534 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16676 members 
Mstep: Class 12 contains 27294 members 
Mstep: Class 13 contains 15770 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17368 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66281 members 
Mstep: Class 19 contains 7340 members 
Mstep: Class 20 contains 119990 members 
Mstep: Class 21 contains 19020 members 
Mstep: Class 22 contains 164859 members 
Mstep: Class 23 contains 169887 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695856.000000 Penalty: 85410.039062
Iteration 485Q: 26 clusters Score -1.326959e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151683 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57309 members 
Mstep: Class 9 contains 82532 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16676 members 
Mstep: Class 12 contains 27294 members 
Mstep: Class 13 contains 15769 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17368 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66282 members 
Mstep: Class 19 contains 7340 members 
Mstep: Class 20 contains 119990 members 
Mstep: Class 21 contains 19024 members 
Mstep: Class 22 contains 164860 members 
Mstep: Class 23 contains 169887 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695864.000000 Penalty: 85410.039062
Iteration 486Q: 26 clusters Score -1.326959e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151678 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57313 members 
Mstep: Class 9 contains 82533 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16676 members 
Mstep: Class 12 contains 27294 members 
Mstep: Class 13 contains 15767 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17368 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66282 members 
Mstep: Class 19 contains 7340 members 
Mstep: Class 20 contains 119986 members 
Mstep: Class 21 contains 19027 members 
Mstep: Class 22 contains 164862 members 
Mstep: Class 23 contains 169888 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695848.000000 Penalty: 85410.039062
Iteration 487Q: 26 clusters Score -1.326958e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151675 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57316 members 
Mstep: Class 9 contains 82536 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16676 members 
Mstep: Class 12 contains 27295 members 
Mstep: Class 13 contains 15767 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17368 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66284 members 
Mstep: Class 19 contains 7340 members 
Mstep: Class 20 contains 119980 members 
Mstep: Class 21 contains 19025 members 
Mstep: Class 22 contains 164862 members 
Mstep: Class 23 contains 169889 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695816.000000 Penalty: 85410.039062
Iteration 488Q: 26 clusters Score -1.326958e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151665 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57324 members 
Mstep: Class 9 contains 82533 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16676 members 
Mstep: Class 12 contains 27295 members 
Mstep: Class 13 contains 15766 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17367 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66284 members 
Mstep: Class 19 contains 7340 members 
Mstep: Class 20 contains 119978 members 
Mstep: Class 21 contains 19024 members 
Mstep: Class 22 contains 164875 members 
Mstep: Class 23 contains 169886 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695840.000000 Penalty: 85410.039062
Iteration 489Q: 26 clusters Score -1.326958e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151666 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57330 members 
Mstep: Class 9 contains 82536 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16676 members 
Mstep: Class 12 contains 27296 members 
Mstep: Class 13 contains 15764 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17366 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66284 members 
Mstep: Class 19 contains 7340 members 
Mstep: Class 20 contains 119974 members 
Mstep: Class 21 contains 19024 members 
Mstep: Class 22 contains 164877 members 
Mstep: Class 23 contains 169881 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695872.000000 Penalty: 85410.039062
Iteration 490Q: 26 clusters Score -1.326959e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33674 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151662 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57336 members 
Mstep: Class 9 contains 82537 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16676 members 
Mstep: Class 12 contains 27296 members 
Mstep: Class 13 contains 15763 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17365 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66285 members 
Mstep: Class 19 contains 7339 members 
Mstep: Class 20 contains 119972 members 
Mstep: Class 21 contains 19026 members 
Mstep: Class 22 contains 164878 members 
Mstep: Class 23 contains 169880 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695752.000000 Penalty: 85410.039062
Iteration 491Q: 26 clusters Score -1.326958e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33674 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151659 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57336 members 
Mstep: Class 9 contains 82537 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16677 members 
Mstep: Class 12 contains 27296 members 
Mstep: Class 13 contains 15762 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17363 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66286 members 
Mstep: Class 19 contains 7339 members 
Mstep: Class 20 contains 119971 members 
Mstep: Class 21 contains 19025 members 
Mstep: Class 22 contains 164880 members 
Mstep: Class 23 contains 169884 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695808.000000 Penalty: 85410.039062
Iteration 492Q: 26 clusters Score -1.326958e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151655 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57338 members 
Mstep: Class 9 contains 82541 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16677 members 
Mstep: Class 12 contains 27296 members 
Mstep: Class 13 contains 15762 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17362 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66287 members 
Mstep: Class 19 contains 7339 members 
Mstep: Class 20 contains 119970 members 
Mstep: Class 21 contains 19024 members 
Mstep: Class 22 contains 164880 members 
Mstep: Class 23 contains 169885 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695776.000000 Penalty: 85410.039062
Iteration 493Q: 26 clusters Score -1.326958e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151647 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57342 members 
Mstep: Class 9 contains 82543 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16674 members 
Mstep: Class 12 contains 27298 members 
Mstep: Class 13 contains 15762 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17362 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66287 members 
Mstep: Class 19 contains 7339 members 
Mstep: Class 20 contains 119970 members 
Mstep: Class 21 contains 19024 members 
Mstep: Class 22 contains 164883 members 
Mstep: Class 23 contains 169885 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695800.000000 Penalty: 85410.039062
Iteration 494Q: 26 clusters Score -1.326958e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151644 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57342 members 
Mstep: Class 9 contains 82546 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16675 members 
Mstep: Class 12 contains 27299 members 
Mstep: Class 13 contains 15762 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17362 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66288 members 
Mstep: Class 19 contains 7339 members 
Mstep: Class 20 contains 119970 members 
Mstep: Class 21 contains 19024 members 
Mstep: Class 22 contains 164880 members 
Mstep: Class 23 contains 169885 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695800.000000 Penalty: 85410.039062
Iteration 495Q: 26 clusters Score -1.326958e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151641 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57343 members 
Mstep: Class 9 contains 82544 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16676 members 
Mstep: Class 12 contains 27299 members 
Mstep: Class 13 contains 15762 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17362 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66289 members 
Mstep: Class 19 contains 7339 members 
Mstep: Class 20 contains 119969 members 
Mstep: Class 21 contains 19024 members 
Mstep: Class 22 contains 164881 members 
Mstep: Class 23 contains 169885 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695816.000000 Penalty: 85410.039062
Iteration 496Q: 26 clusters Score -1.326958e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151636 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57347 members 
Mstep: Class 9 contains 82546 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16676 members 
Mstep: Class 12 contains 27299 members 
Mstep: Class 13 contains 15762 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17363 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66288 members 
Mstep: Class 19 contains 7339 members 
Mstep: Class 20 contains 119966 members 
Mstep: Class 21 contains 19024 members 
Mstep: Class 22 contains 164885 members 
Mstep: Class 23 contains 169885 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695768.000000 Penalty: 85410.039062
Iteration 497Q: 26 clusters Score -1.326958e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33674 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151624 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57347 members 
Mstep: Class 9 contains 82546 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16676 members 
Mstep: Class 12 contains 27301 members 
Mstep: Class 13 contains 15762 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17364 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66289 members 
Mstep: Class 19 contains 7339 members 
Mstep: Class 20 contains 119966 members 
Mstep: Class 21 contains 19025 members 
Mstep: Class 22 contains 164890 members 
Mstep: Class 23 contains 169886 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695752.000000 Penalty: 85410.039062
Iteration 498Q: 26 clusters Score -1.326958e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33674 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151620 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57349 members 
Mstep: Class 9 contains 82545 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16676 members 
Mstep: Class 12 contains 27302 members 
Mstep: Class 13 contains 15762 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17365 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66289 members 
Mstep: Class 19 contains 7339 members 
Mstep: Class 20 contains 119966 members 
Mstep: Class 21 contains 19025 members 
Mstep: Class 22 contains 164891 members 
Mstep: Class 23 contains 169886 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695736.000000 Penalty: 85410.039062
Iteration 499Q: 26 clusters Score -1.326957e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33674 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 151618 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 57349 members 
Mstep: Class 9 contains 82545 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 16676 members 
Mstep: Class 12 contains 27303 members 
Mstep: Class 13 contains 15762 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 17366 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 66289 members 
Mstep: Class 19 contains 7339 members 
Mstep: Class 20 contains 119966 members 
Mstep: Class 21 contains 19025 members 
Mstep: Class 22 contains 164891 members 
Mstep: Class 23 contains 169886 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132695728.000000 Penalty: 85410.039062
Iteration 500F: 26 clusters Score -1.326957e+08 nChanged 6
Maximum iterations exceeded
--- Evaluating fit on full set of 2883241 points ---
Entering Unmasked Estep 
Score: -391887136.000000 Penalty: 92221.437500
24->26 Clusters: Score -391887136.000000, best is -391950080.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 961080 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40254 members 
Mstep: Class 2 contains 39874 members 
Mstep: Class 3 contains 40401 members 
Mstep: Class 4 contains 39896 members 
Mstep: Class 5 contains 39970 members 
Mstep: Class 6 contains 40213 members 
Mstep: Class 7 contains 39888 members 
Mstep: Class 8 contains 40064 members 
Mstep: Class 9 contains 39938 members 
Mstep: Class 10 contains 39796 members 
Mstep: Class 11 contains 39926 members 
Mstep: Class 12 contains 40083 members 
Mstep: Class 13 contains 40333 members 
Mstep: Class 14 contains 40118 members 
Mstep: Class 15 contains 40185 members 
Mstep: Class 16 contains 39979 members 
Mstep: Class 17 contains 40176 members 
Mstep: Class 18 contains 39650 members 
Mstep: Class 19 contains 40048 members 
Mstep: Class 20 contains 40197 members 
Mstep: Class 21 contains 40006 members 
Mstep: Class 22 contains 40102 members 
Mstep: Class 23 contains 40124 members 
Mstep: Class 24 contains 39859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 184.116058 but Gain 3416.406250
Score: -126629736.000000 Penalty: 78577.234375
Iteration 0F: 24 clusters Score -1.266297e+08 nChanged 918949
Entering Unmasked Mstep 
Mstep: Class 0 contains 2575 members 
Mstep: Class 2 contains 10538 members 
Mstep: Class 3 contains 5095 members 
Mstep: Class 4 contains 11198 members 
Mstep: Class 5 contains 234270 members 
Mstep: Class 6 contains 42102 members 
Mstep: Class 7 contains 25415 members 
Mstep: Class 8 contains 15191 members 
Mstep: Class 9 contains 66327 members 
Mstep: Class 10 contains 19074 members 
Mstep: Class 11 contains 11631 members 
Mstep: Class 12 contains 18486 members 
Mstep: Class 13 contains 28219 members 
Mstep: Class 14 contains 62555 members 
Mstep: Class 15 contains 35958 members 
Mstep: Class 16 contains 28718 members 
Mstep: Class 17 contains 3536 members 
Mstep: Class 18 contains 14491 members 
Mstep: Class 19 contains 12542 members 
Mstep: Class 20 contains 74634 members 
Mstep: Class 21 contains 74172 members 
Mstep: Class 22 contains 99750 members 
Mstep: Class 23 contains 40273 members 
Mstep: Class 24 contains 24330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1266.093994 but Gain 3416.398438
Score: -130902296.000000 Penalty: 75160.835938
Iteration 1F: 23 clusters Score -1.309023e+08 nChanged 359947
Entering Unmasked Mstep 
Mstep: Class 0 contains 2658 members 
Mstep: Class 2 contains 3056 members 
Mstep: Class 3 contains 2662 members 
Mstep: Class 4 contains 5845 members 
Mstep: Class 5 contains 290867 members 
Mstep: Class 6 contains 49911 members 
Mstep: Class 7 contains 14827 members 
Mstep: Class 8 contains 10179 members 
Mstep: Class 9 contains 61141 members 
Mstep: Class 10 contains 13048 members 
Mstep: Class 11 contains 6258 members 
Mstep: Class 12 contains 7700 members 
Mstep: Class 13 contains 19378 members 
Mstep: Class 14 contains 68204 members 
Mstep: Class 15 contains 26190 members 
Mstep: Class 16 contains 19024 members 
Mstep: Class 18 contains 6406 members 
Mstep: Class 19 contains 5784 members 
Mstep: Class 20 contains 80936 members 
Mstep: Class 21 contains 68685 members 
Mstep: Class 22 contains 137907 members 
Mstep: Class 23 contains 41127 members 
Mstep: Class 24 contains 19287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1701.930786 but Gain 3416.398438
Score: -131339056.000000 Penalty: 71744.437500
Iteration 2F: 22 clusters Score -1.313391e+08 nChanged 245488
Entering Unmasked Mstep 
Mstep: Class 0 contains 2564 members 
Mstep: Class 2 contains 607 members 
Mstep: Class 4 contains 3903 members 
Mstep: Class 5 contains 248269 members 
Mstep: Class 6 contains 64427 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 7522 members 
Mstep: Class 9 contains 54436 members 
Mstep: Class 10 contains 10112 members 
Mstep: Class 11 contains 3525 members 
Mstep: Class 12 contains 3753 members 
Mstep: Class 13 contains 13852 members 
Mstep: Class 14 contains 83134 members 
Mstep: Class 15 contains 19994 members 
Mstep: Class 16 contains 17174 members 
Mstep: Class 18 contains 3315 members 
Mstep: Class 19 contains 4269 members 
Mstep: Class 20 contains 99045 members 
Mstep: Class 21 contains 67646 members 
Mstep: Class 22 contains 188917 members 
Mstep: Class 23 contains 41721 members 
Mstep: Class 24 contains 13869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2621.884277 but Gain 3416.406250
Score: -131646072.000000 Penalty: 68328.031250
Iteration 3F: 21 clusters Score -1.316461e+08 nChanged 193304
Entering Unmasked Mstep 
Mstep: Class 0 contains 2404 members 
Mstep: Class 2 contains 427 members 
Mstep: Class 4 contains 3309 members 
Mstep: Class 5 contains 201012 members 
Mstep: Class 6 contains 82527 members 
Mstep: Class 7 contains 6343 members 
Mstep: Class 8 contains 5961 members 
Mstep: Class 9 contains 45085 members 
Mstep: Class 10 contains 8450 members 
Mstep: Class 12 contains 1780 members 
Mstep: Class 13 contains 9749 members 
Mstep: Class 14 contains 91469 members 
Mstep: Class 15 contains 15154 members 
Mstep: Class 16 contains 16607 members 
Mstep: Class 18 contains 1921 members 
Mstep: Class 19 contains 4115 members 
Mstep: Class 20 contains 108392 members 
Mstep: Class 21 contains 65870 members 
Mstep: Class 22 contains 236456 members 
Mstep: Class 23 contains 45202 members 
Mstep: Class 24 contains 8847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -131827456.000000 Penalty: 68328.031250
Iteration 4F: 21 clusters Score -1.318275e+08 nChanged 154093
Entering Unmasked Mstep 
Mstep: Class 0 contains 2086 members 
Mstep: Class 2 contains 648 members 
Mstep: Class 4 contains 3530 members 
Mstep: Class 5 contains 183804 members 
Mstep: Class 6 contains 99157 members 
Mstep: Class 7 contains 5715 members 
Mstep: Class 8 contains 5370 members 
Mstep: Class 9 contains 38041 members 
Mstep: Class 10 contains 6714 members 
Mstep: Class 12 contains 1012 members 
Mstep: Class 13 contains 7227 members 
Mstep: Class 14 contains 96571 members 
Mstep: Class 15 contains 11619 members 
Mstep: Class 16 contains 15552 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 19 contains 4324 members 
Mstep: Class 20 contains 111647 members 
Mstep: Class 21 contains 65998 members 
Mstep: Class 22 contains 245492 members 
Mstep: Class 23 contains 49695 members 
Mstep: Class 24 contains 5642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -131971160.000000 Penalty: 68328.031250
Iteration 5F: 21 clusters Score -1.319712e+08 nChanged 114021
Entering Unmasked Mstep 
Mstep: Class 0 contains 1440 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 4 contains 4190 members 
Mstep: Class 5 contains 185639 members 
Mstep: Class 6 contains 110550 members 
Mstep: Class 7 contains 6317 members 
Mstep: Class 8 contains 5302 members 
Mstep: Class 9 contains 32355 members 
Mstep: Class 10 contains 5043 members 
Mstep: Class 12 contains 794 members 
Mstep: Class 13 contains 5320 members 
Mstep: Class 14 contains 100918 members 
Mstep: Class 15 contains 9014 members 
Mstep: Class 16 contains 13593 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 4500 members 
Mstep: Class 20 contains 111763 members 
Mstep: Class 21 contains 67514 members 
Mstep: Class 22 contains 237527 members 
Mstep: Class 23 contains 53206 members 
Mstep: Class 24 contains 3862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 3173.773682 but Gain 3416.398438
Score: -132110552.000000 Penalty: 64911.632812
Iteration 6F: 20 clusters Score -1.321106e+08 nChanged 91421
Entering Unmasked Mstep 
Mstep: Class 0 contains 774 members 
Mstep: Class 2 contains 1946 members 
Mstep: Class 4 contains 5113 members 
Mstep: Class 5 contains 183955 members 
Mstep: Class 6 contains 122854 members 
Mstep: Class 7 contains 7112 members 
Mstep: Class 8 contains 5623 members 
Mstep: Class 9 contains 28839 members 
Mstep: Class 10 contains 3628 members 
Mstep: Class 12 contains 750 members 
Mstep: Class 13 contains 4169 members 
Mstep: Class 14 contains 104969 members 
Mstep: Class 15 contains 7385 members 
Mstep: Class 16 contains 11424 members 
Mstep: Class 18 contains 887 members 
Mstep: Class 19 contains 4620 members 
Mstep: Class 20 contains 110413 members 
Mstep: Class 21 contains 70332 members 
Mstep: Class 22 contains 230338 members 
Mstep: Class 23 contains 55949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 3031.501953 but Gain 3416.402344
Score: -132224904.000000 Penalty: 61495.230469
Iteration 7F: 19 clusters Score -1.322249e+08 nChanged 75034
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 2 contains 2530 members 
Mstep: Class 4 contains 6140 members 
Mstep: Class 5 contains 179235 members 
Mstep: Class 6 contains 133487 members 
Mstep: Class 7 contains 7690 members 
Mstep: Class 8 contains 6213 members 
Mstep: Class 9 contains 27123 members 
Mstep: Class 12 contains 763 members 
Mstep: Class 13 contains 3424 members 
Mstep: Class 14 contains 109135 members 
Mstep: Class 15 contains 6387 members 
Mstep: Class 16 contains 9397 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 4818 members 
Mstep: Class 20 contains 107927 members 
Mstep: Class 21 contains 74908 members 
Mstep: Class 22 contains 222284 members 
Mstep: Class 23 contains 58557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132293048.000000 Penalty: 61495.230469
Iteration 8F: 19 clusters Score -1.32293e+08 nChanged 60431
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 2 contains 2617 members 
Mstep: Class 4 contains 7183 members 
Mstep: Class 5 contains 174160 members 
Mstep: Class 6 contains 142316 members 
Mstep: Class 7 contains 7872 members 
Mstep: Class 8 contains 6884 members 
Mstep: Class 9 contains 26963 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 2913 members 
Mstep: Class 14 contains 113116 members 
Mstep: Class 15 contains 5844 members 
Mstep: Class 16 contains 7400 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 5193 members 
Mstep: Class 20 contains 104258 members 
Mstep: Class 21 contains 80555 members 
Mstep: Class 22 contains 213004 members 
Mstep: Class 23 contains 59056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132343144.000000 Penalty: 61495.230469
Iteration 9F: 19 clusters Score -1.323431e+08 nChanged 51006
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 2 contains 2677 members 
Mstep: Class 4 contains 8080 members 
Mstep: Class 5 contains 170078 members 
Mstep: Class 6 contains 148720 members 
Mstep: Class 7 contains 7746 members 
Mstep: Class 8 contains 7606 members 
Mstep: Class 9 contains 28236 members 
Mstep: Class 12 contains 792 members 
Mstep: Class 13 contains 2558 members 
Mstep: Class 14 contains 116999 members 
Mstep: Class 15 contains 5644 members 
Mstep: Class 16 contains 5778 members 
Mstep: Class 18 contains 866 members 
Mstep: Class 19 contains 5746 members 
Mstep: Class 20 contains 99773 members 
Mstep: Class 21 contains 87504 members 
Mstep: Class 22 contains 203579 members 
Mstep: Class 23 contains 58655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132385184.000000 Penalty: 61495.230469
Iteration 10F: 19 clusters Score -1.323852e+08 nChanged 45592
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 2677 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 166653 members 
Mstep: Class 6 contains 152759 members 
Mstep: Class 7 contains 7621 members 
Mstep: Class 8 contains 8203 members 
Mstep: Class 9 contains 30549 members 
Mstep: Class 12 contains 800 members 
Mstep: Class 13 contains 2317 members 
Mstep: Class 14 contains 120888 members 
Mstep: Class 15 contains 5678 members 
Mstep: Class 16 contains 4573 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6372 members 
Mstep: Class 20 contains 94442 members 
Mstep: Class 21 contains 94944 members 
Mstep: Class 22 contains 194849 members 
Mstep: Class 23 contains 58016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132416872.000000 Penalty: 61495.230469
Iteration 11Q: 19 clusters Score -1.324169e+08 nChanged 41767
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 2676 members 
Mstep: Class 4 contains 9495 members 
Mstep: Class 5 contains 163391 members 
Mstep: Class 6 contains 155264 members 
Mstep: Class 7 contains 7661 members 
Mstep: Class 8 contains 8736 members 
Mstep: Class 9 contains 33407 members 
Mstep: Class 12 contains 805 members 
Mstep: Class 13 contains 2108 members 
Mstep: Class 14 contains 125521 members 
Mstep: Class 15 contains 5845 members 
Mstep: Class 16 contains 3773 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 6983 members 
Mstep: Class 20 contains 88458 members 
Mstep: Class 21 contains 102628 members 
Mstep: Class 22 contains 186014 members 
Mstep: Class 23 contains 57407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132446072.000000 Penalty: 61495.230469
Iteration 12Q: 19 clusters Score -1.324461e+08 nChanged 39008
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 2675 members 
Mstep: Class 4 contains 10128 members 
Mstep: Class 5 contains 159720 members 
Mstep: Class 6 contains 157182 members 
Mstep: Class 7 contains 7838 members 
Mstep: Class 8 contains 9276 members 
Mstep: Class 9 contains 36165 members 
Mstep: Class 12 contains 809 members 
Mstep: Class 13 contains 1946 members 
Mstep: Class 14 contains 130350 members 
Mstep: Class 15 contains 6093 members 
Mstep: Class 16 contains 3237 members 
Mstep: Class 18 contains 872 members 
Mstep: Class 19 contains 7378 members 
Mstep: Class 20 contains 82296 members 
Mstep: Class 21 contains 110976 members 
Mstep: Class 22 contains 177198 members 
Mstep: Class 23 contains 56902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132469240.000000 Penalty: 61495.230469
Iteration 13Q: 19 clusters Score -1.324692e+08 nChanged 36633
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 2675 members 
Mstep: Class 4 contains 10737 members 
Mstep: Class 5 contains 156107 members 
Mstep: Class 6 contains 158957 members 
Mstep: Class 7 contains 8048 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 38305 members 
Mstep: Class 12 contains 814 members 
Mstep: Class 13 contains 1828 members 
Mstep: Class 14 contains 134933 members 
Mstep: Class 15 contains 6412 members 
Mstep: Class 16 contains 2911 members 
Mstep: Class 18 contains 872 members 
Mstep: Class 19 contains 7573 members 
Mstep: Class 20 contains 76178 members 
Mstep: Class 21 contains 119714 members 
Mstep: Class 22 contains 168620 members 
Mstep: Class 23 contains 56604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132486408.000000 Penalty: 61495.230469
Iteration 14Q: 19 clusters Score -1.324864e+08 nChanged 35391
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 2675 members 
Mstep: Class 4 contains 11395 members 
Mstep: Class 5 contains 153047 members 
Mstep: Class 6 contains 160577 members 
Mstep: Class 7 contains 8317 members 
Mstep: Class 8 contains 10089 members 
Mstep: Class 9 contains 39707 members 
Mstep: Class 12 contains 818 members 
Mstep: Class 13 contains 1765 members 
Mstep: Class 14 contains 139360 members 
Mstep: Class 15 contains 6703 members 
Mstep: Class 16 contains 2752 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 7602 members 
Mstep: Class 20 contains 70333 members 
Mstep: Class 21 contains 128859 members 
Mstep: Class 22 contains 159767 members 
Mstep: Class 23 contains 56404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132499112.000000 Penalty: 61495.230469
Iteration 15Q: 19 clusters Score -1.324991e+08 nChanged 34187
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 2675 members 
Mstep: Class 4 contains 11948 members 
Mstep: Class 5 contains 149106 members 
Mstep: Class 6 contains 162678 members 
Mstep: Class 7 contains 8637 members 
Mstep: Class 8 contains 10316 members 
Mstep: Class 9 contains 40630 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 143717 members 
Mstep: Class 15 contains 7119 members 
Mstep: Class 16 contains 2660 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 7456 members 
Mstep: Class 20 contains 64773 members 
Mstep: Class 21 contains 138047 members 
Mstep: Class 22 contains 151562 members 
Mstep: Class 23 contains 56311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132511744.000000 Penalty: 61495.230469
Iteration 16Q: 19 clusters Score -1.325117e+08 nChanged 34002
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 2675 members 
Mstep: Class 4 contains 12428 members 
Mstep: Class 5 contains 143280 members 
Mstep: Class 6 contains 166591 members 
Mstep: Class 7 contains 8952 members 
Mstep: Class 8 contains 10476 members 
Mstep: Class 9 contains 41442 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 1674 members 
Mstep: Class 14 contains 147992 members 
Mstep: Class 15 contains 7699 members 
Mstep: Class 16 contains 2618 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 7205 members 
Mstep: Class 20 contains 59749 members 
Mstep: Class 21 contains 147480 members 
Mstep: Class 22 contains 142786 members 
Mstep: Class 23 contains 56299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132524400.000000 Penalty: 61495.230469
Iteration 17Q: 19 clusters Score -1.325244e+08 nChanged 35016
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 2675 members 
Mstep: Class 4 contains 12835 members 
Mstep: Class 5 contains 134922 members 
Mstep: Class 6 contains 173381 members 
Mstep: Class 7 contains 9245 members 
Mstep: Class 8 contains 10583 members 
Mstep: Class 9 contains 42301 members 
Mstep: Class 12 contains 828 members 
Mstep: Class 13 contains 1645 members 
Mstep: Class 14 contains 151874 members 
Mstep: Class 15 contains 8467 members 
Mstep: Class 16 contains 2627 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 6861 members 
Mstep: Class 20 contains 55180 members 
Mstep: Class 21 contains 157064 members 
Mstep: Class 22 contains 133377 members 
Mstep: Class 23 contains 56305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132538032.000000 Penalty: 61495.230469
Iteration 18Q: 19 clusters Score -1.32538e+08 nChanged 39639
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 2675 members 
Mstep: Class 4 contains 13232 members 
Mstep: Class 5 contains 122417 members 
Mstep: Class 6 contains 184120 members 
Mstep: Class 7 contains 9521 members 
Mstep: Class 8 contains 10730 members 
Mstep: Class 9 contains 43272 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 1629 members 
Mstep: Class 14 contains 154874 members 
Mstep: Class 15 contains 9389 members 
Mstep: Class 16 contains 2658 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 6382 members 
Mstep: Class 20 contains 51232 members 
Mstep: Class 21 contains 167257 members 
Mstep: Class 22 contains 123432 members 
Mstep: Class 23 contains 56521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132541352.000000 Penalty: 61495.230469
Iteration 19Q: 19 clusters Score -1.325414e+08 nChanged 48717
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 2675 members 
Mstep: Class 4 contains 13647 members 
Mstep: Class 5 contains 106110 members 
Mstep: Class 6 contains 197507 members 
Mstep: Class 7 contains 9732 members 
Mstep: Class 8 contains 10990 members 
Mstep: Class 9 contains 44626 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 1613 members 
Mstep: Class 14 contains 156522 members 
Mstep: Class 15 contains 10443 members 
Mstep: Class 16 contains 2710 members 
Mstep: Class 18 contains 872 members 
Mstep: Class 19 contains 5800 members 
Mstep: Class 20 contains 48324 members 
Mstep: Class 21 contains 178196 members 
Mstep: Class 22 contains 113144 members 
Mstep: Class 23 contains 57305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132528888.000000 Penalty: 61495.230469
Iteration 20F: 19 clusters Score -1.325289e+08 nChanged 52999
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 2670 members 
Mstep: Class 4 contains 13865 members 
Mstep: Class 5 contains 90961 members 
Mstep: Class 6 contains 207731 members 
Mstep: Class 7 contains 9885 members 
Mstep: Class 8 contains 11682 members 
Mstep: Class 9 contains 46450 members 
Mstep: Class 12 contains 817 members 
Mstep: Class 13 contains 1603 members 
Mstep: Class 14 contains 158817 members 
Mstep: Class 15 contains 11897 members 
Mstep: Class 16 contains 2813 members 
Mstep: Class 18 contains 870 members 
Mstep: Class 19 contains 5194 members 
Mstep: Class 20 contains 46156 members 
Mstep: Class 21 contains 186818 members 
Mstep: Class 22 contains 104343 members 
Mstep: Class 23 contains 58469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132511272.000000 Penalty: 61495.230469
Iteration 21F: 19 clusters Score -1.325113e+08 nChanged 44387
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 2670 members 
Mstep: Class 4 contains 14160 members 
Mstep: Class 5 contains 83493 members 
Mstep: Class 6 contains 209947 members 
Mstep: Class 7 contains 9891 members 
Mstep: Class 8 contains 12565 members 
Mstep: Class 9 contains 47983 members 
Mstep: Class 12 contains 816 members 
Mstep: Class 13 contains 1593 members 
Mstep: Class 14 contains 162731 members 
Mstep: Class 15 contains 13348 members 
Mstep: Class 16 contains 2905 members 
Mstep: Class 18 contains 870 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 45068 members 
Mstep: Class 21 contains 189187 members 
Mstep: Class 22 contains 99455 members 
Mstep: Class 23 contains 59799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132509008.000000 Penalty: 61495.230469
Iteration 22Q: 19 clusters Score -1.32509e+08 nChanged 35443
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 2670 members 
Mstep: Class 4 contains 14674 members 
Mstep: Class 5 contains 80370 members 
Mstep: Class 6 contains 208784 members 
Mstep: Class 7 contains 9766 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 49262 members 
Mstep: Class 12 contains 811 members 
Mstep: Class 13 contains 1579 members 
Mstep: Class 14 contains 167748 members 
Mstep: Class 15 contains 14826 members 
Mstep: Class 16 contains 2983 members 
Mstep: Class 18 contains 870 members 
Mstep: Class 19 contains 4062 members 
Mstep: Class 20 contains 44135 members 
Mstep: Class 21 contains 186646 members 
Mstep: Class 22 contains 97097 members 
Mstep: Class 23 contains 61187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132517368.000000 Penalty: 61495.230469
Iteration 23Q: 19 clusters Score -1.325174e+08 nChanged 29608
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 2670 members 
Mstep: Class 4 contains 15294 members 
Mstep: Class 5 contains 79067 members 
Mstep: Class 6 contains 206699 members 
Mstep: Class 7 contains 9435 members 
Mstep: Class 8 contains 14651 members 
Mstep: Class 9 contains 50306 members 
Mstep: Class 12 contains 808 members 
Mstep: Class 13 contains 1569 members 
Mstep: Class 14 contains 172743 members 
Mstep: Class 15 contains 16254 members 
Mstep: Class 16 contains 3042 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 3892 members 
Mstep: Class 20 contains 43153 members 
Mstep: Class 21 contains 182455 members 
Mstep: Class 22 contains 95661 members 
Mstep: Class 23 contains 62473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132526504.000000 Penalty: 61495.230469
Iteration 24Q: 19 clusters Score -1.325265e+08 nChanged 26650
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 2670 members 
Mstep: Class 4 contains 15940 members 
Mstep: Class 5 contains 78762 members 
Mstep: Class 6 contains 204512 members 
Mstep: Class 7 contains 9073 members 
Mstep: Class 8 contains 15820 members 
Mstep: Class 9 contains 51019 members 
Mstep: Class 12 contains 809 members 
Mstep: Class 13 contains 1554 members 
Mstep: Class 14 contains 177447 members 
Mstep: Class 15 contains 17691 members 
Mstep: Class 16 contains 3074 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 3856 members 
Mstep: Class 20 contains 42399 members 
Mstep: Class 21 contains 177415 members 
Mstep: Class 22 contains 94531 members 
Mstep: Class 23 contains 63600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132535248.000000 Penalty: 61495.230469
Iteration 25Q: 19 clusters Score -1.325352e+08 nChanged 23749
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 2670 members 
Mstep: Class 4 contains 16590 members 
Mstep: Class 5 contains 79210 members 
Mstep: Class 6 contains 202128 members 
Mstep: Class 7 contains 8929 members 
Mstep: Class 8 contains 16930 members 
Mstep: Class 9 contains 51407 members 
Mstep: Class 12 contains 815 members 
Mstep: Class 13 contains 1542 members 
Mstep: Class 14 contains 180866 members 
Mstep: Class 15 contains 19040 members 
Mstep: Class 16 contains 3097 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 41896 members 
Mstep: Class 21 contains 172963 members 
Mstep: Class 22 contains 93664 members 
Mstep: Class 23 contains 64575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132542560.000000 Penalty: 61495.230469
Iteration 26Q: 19 clusters Score -1.325426e+08 nChanged 21026
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 2670 members 
Mstep: Class 4 contains 17271 members 
Mstep: Class 5 contains 80130 members 
Mstep: Class 6 contains 199884 members 
Mstep: Class 7 contains 8903 members 
Mstep: Class 8 contains 17984 members 
Mstep: Class 9 contains 51595 members 
Mstep: Class 12 contains 816 members 
Mstep: Class 13 contains 1533 members 
Mstep: Class 14 contains 182456 members 
Mstep: Class 15 contains 20356 members 
Mstep: Class 16 contains 3120 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 3853 members 
Mstep: Class 20 contains 41656 members 
Mstep: Class 21 contains 169791 members 
Mstep: Class 22 contains 92877 members 
Mstep: Class 23 contains 65277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132547776.000000 Penalty: 61495.230469
Iteration 27Q: 19 clusters Score -1.325478e+08 nChanged 18974
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 2670 members 
Mstep: Class 4 contains 17888 members 
Mstep: Class 5 contains 81702 members 
Mstep: Class 6 contains 197627 members 
Mstep: Class 7 contains 9006 members 
Mstep: Class 8 contains 18928 members 
Mstep: Class 9 contains 51484 members 
Mstep: Class 12 contains 814 members 
Mstep: Class 13 contains 1527 members 
Mstep: Class 14 contains 182547 members 
Mstep: Class 15 contains 21630 members 
Mstep: Class 16 contains 3134 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 3855 members 
Mstep: Class 20 contains 41441 members 
Mstep: Class 21 contains 167936 members 
Mstep: Class 22 contains 92221 members 
Mstep: Class 23 contains 65762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132552920.000000 Penalty: 61495.230469
Iteration 28Q: 19 clusters Score -1.325529e+08 nChanged 17309
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 2670 members 
Mstep: Class 4 contains 18519 members 
Mstep: Class 5 contains 83853 members 
Mstep: Class 6 contains 195315 members 
Mstep: Class 7 contains 9059 members 
Mstep: Class 8 contains 19815 members 
Mstep: Class 9 contains 51090 members 
Mstep: Class 12 contains 815 members 
Mstep: Class 13 contains 1521 members 
Mstep: Class 14 contains 181394 members 
Mstep: Class 15 contains 22875 members 
Mstep: Class 16 contains 3146 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 3856 members 
Mstep: Class 20 contains 41261 members 
Mstep: Class 21 contains 167258 members 
Mstep: Class 22 contains 91655 members 
Mstep: Class 23 contains 66070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132557856.000000 Penalty: 61495.230469
Iteration 29Q: 19 clusters Score -1.325579e+08 nChanged 16262
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 2670 members 
Mstep: Class 4 contains 19149 members 
Mstep: Class 5 contains 86576 members 
Mstep: Class 6 contains 192861 members 
Mstep: Class 7 contains 9098 members 
Mstep: Class 8 contains 20685 members 
Mstep: Class 9 contains 50488 members 
Mstep: Class 12 contains 814 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 179361 members 
Mstep: Class 15 contains 24056 members 
Mstep: Class 16 contains 3165 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 3855 members 
Mstep: Class 20 contains 41028 members 
Mstep: Class 21 contains 167373 members 
Mstep: Class 22 contains 91194 members 
Mstep: Class 23 contains 66282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132564488.000000 Penalty: 61495.230469
Iteration 30Q: 19 clusters Score -1.325645e+08 nChanged 15686
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 2670 members 
Mstep: Class 4 contains 19781 members 
Mstep: Class 5 contains 89924 members 
Mstep: Class 6 contains 190239 members 
Mstep: Class 7 contains 9132 members 
Mstep: Class 8 contains 21544 members 
Mstep: Class 9 contains 49739 members 
Mstep: Class 12 contains 817 members 
Mstep: Class 13 contains 1513 members 
Mstep: Class 14 contains 177109 members 
Mstep: Class 15 contains 25097 members 
Mstep: Class 16 contains 3165 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 3857 members 
Mstep: Class 20 contains 40705 members 
Mstep: Class 21 contains 167833 members 
Mstep: Class 22 contains 90605 members 
Mstep: Class 23 contains 66442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132570856.000000 Penalty: 61495.230469
Iteration 31Q: 19 clusters Score -1.325709e+08 nChanged 15858
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 2671 members 
Mstep: Class 4 contains 20444 members 
Mstep: Class 5 contains 94168 members 
Mstep: Class 6 contains 187230 members 
Mstep: Class 7 contains 9121 members 
Mstep: Class 8 contains 22335 members 
Mstep: Class 9 contains 48685 members 
Mstep: Class 12 contains 819 members 
Mstep: Class 13 contains 1508 members 
Mstep: Class 14 contains 174772 members 
Mstep: Class 15 contains 26080 members 
Mstep: Class 16 contains 3177 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 3857 members 
Mstep: Class 20 contains 40359 members 
Mstep: Class 21 contains 168225 members 
Mstep: Class 22 contains 90142 members 
Mstep: Class 23 contains 66579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132578888.000000 Penalty: 61495.230469
Iteration 32Q: 19 clusters Score -1.325789e+08 nChanged 16202
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 2671 members 
Mstep: Class 4 contains 21093 members 
Mstep: Class 5 contains 99035 members 
Mstep: Class 6 contains 184207 members 
Mstep: Class 7 contains 9063 members 
Mstep: Class 8 contains 23077 members 
Mstep: Class 9 contains 47380 members 
Mstep: Class 12 contains 818 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 172549 members 
Mstep: Class 15 contains 26855 members 
Mstep: Class 16 contains 3176 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 3857 members 
Mstep: Class 20 contains 39974 members 
Mstep: Class 21 contains 168625 members 
Mstep: Class 22 contains 89640 members 
Mstep: Class 23 contains 66648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132586272.000000 Penalty: 61495.230469
Iteration 33Q: 19 clusters Score -1.325863e+08 nChanged 16559
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 2671 members 
Mstep: Class 4 contains 21739 members 
Mstep: Class 5 contains 104209 members 
Mstep: Class 6 contains 181169 members 
Mstep: Class 7 contains 9033 members 
Mstep: Class 8 contains 23795 members 
Mstep: Class 9 contains 45855 members 
Mstep: Class 12 contains 818 members 
Mstep: Class 13 contains 1502 members 
Mstep: Class 14 contains 170422 members 
Mstep: Class 15 contains 27499 members 
Mstep: Class 16 contains 3166 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 39577 members 
Mstep: Class 21 contains 168975 members 
Mstep: Class 22 contains 89174 members 
Mstep: Class 23 contains 66714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132594712.000000 Penalty: 61495.230469
Iteration 34Q: 19 clusters Score -1.325947e+08 nChanged 16652
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 2671 members 
Mstep: Class 4 contains 22360 members 
Mstep: Class 5 contains 109590 members 
Mstep: Class 6 contains 178230 members 
Mstep: Class 7 contains 9031 members 
Mstep: Class 8 contains 24429 members 
Mstep: Class 9 contains 44216 members 
Mstep: Class 12 contains 817 members 
Mstep: Class 13 contains 1499 members 
Mstep: Class 14 contains 168581 members 
Mstep: Class 15 contains 28023 members 
Mstep: Class 16 contains 3154 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 3852 members 
Mstep: Class 20 contains 39210 members 
Mstep: Class 21 contains 169131 members 
Mstep: Class 22 contains 88637 members 
Mstep: Class 23 contains 66741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132602960.000000 Penalty: 61495.230469
Iteration 35Q: 19 clusters Score -1.32603e+08 nChanged 16850
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 2671 members 
Mstep: Class 4 contains 22929 members 
Mstep: Class 5 contains 114930 members 
Mstep: Class 6 contains 175469 members 
Mstep: Class 7 contains 9055 members 
Mstep: Class 8 contains 24993 members 
Mstep: Class 9 contains 42508 members 
Mstep: Class 12 contains 817 members 
Mstep: Class 13 contains 1499 members 
Mstep: Class 14 contains 166868 members 
Mstep: Class 15 contains 28486 members 
Mstep: Class 16 contains 3160 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 3853 members 
Mstep: Class 20 contains 38857 members 
Mstep: Class 21 contains 169207 members 
Mstep: Class 22 contains 88122 members 
Mstep: Class 23 contains 66748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132611696.000000 Penalty: 61495.230469
Iteration 36Q: 19 clusters Score -1.326117e+08 nChanged 17240
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 2671 members 
Mstep: Class 4 contains 23473 members 
Mstep: Class 5 contains 120252 members 
Mstep: Class 6 contains 173073 members 
Mstep: Class 7 contains 9104 members 
Mstep: Class 8 contains 25552 members 
Mstep: Class 9 contains 40483 members 
Mstep: Class 12 contains 815 members 
Mstep: Class 13 contains 1499 members 
Mstep: Class 14 contains 165372 members 
Mstep: Class 15 contains 28848 members 
Mstep: Class 16 contains 3156 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 3852 members 
Mstep: Class 20 contains 38514 members 
Mstep: Class 21 contains 169273 members 
Mstep: Class 22 contains 87505 members 
Mstep: Class 23 contains 66730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132620760.000000 Penalty: 61495.230469
Iteration 37Q: 19 clusters Score -1.326208e+08 nChanged 17026
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 2671 members 
Mstep: Class 4 contains 23978 members 
Mstep: Class 5 contains 125362 members 
Mstep: Class 6 contains 170965 members 
Mstep: Class 7 contains 9173 members 
Mstep: Class 8 contains 26106 members 
Mstep: Class 9 contains 38430 members 
Mstep: Class 12 contains 816 members 
Mstep: Class 13 contains 1498 members 
Mstep: Class 14 contains 164196 members 
Mstep: Class 15 contains 29107 members 
Mstep: Class 16 contains 3165 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 3852 members 
Mstep: Class 20 contains 38207 members 
Mstep: Class 21 contains 169105 members 
Mstep: Class 22 contains 86862 members 
Mstep: Class 23 contains 66679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132629048.000000 Penalty: 61495.230469
Iteration 38Q: 19 clusters Score -1.32629e+08 nChanged 16414
Entering ConstructFrom: 
Score: -132629048.000000 Penalty: 61495.230469
Entering ConstructFrom: 
Trying to split cluster 2 (2671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Entering Unmasked Estep 
Score: -263707.218750 Penalty: 1956.771606
	Iteration 0F: 2 clusters Score -263707.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -261167.656250 Penalty: 3913.543213
	Iteration 0F: 3 clusters Score -261167.7 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -266400.625000 Penalty: 3913.543213
	Iteration 1F: 3 clusters Score -266400.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -268107.687500 Penalty: 3913.543213
	Iteration 2F: 3 clusters Score -268107.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -269342.843750 Penalty: 3913.543213
	Iteration 3F: 3 clusters Score -269342.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -270803.000000 Penalty: 3913.543213
	Iteration 4F: 3 clusters Score -270803 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -271879.875000 Penalty: 3913.543213
	Iteration 5Q: 3 clusters Score -271879.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -272256.406250 Penalty: 3913.543213
	Iteration 6Q: 3 clusters Score -272256.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -272391.000000 Penalty: 3913.543213
	Iteration 7Q: 3 clusters Score -272391 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -272532.281250 Penalty: 3913.543213
	Iteration 8Q: 3 clusters Score -272532.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -272813.781250 Penalty: 3913.543213
	Iteration 9Q: 3 clusters Score -272813.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -273417.312500 Penalty: 3913.543213
	Iteration 10Q: 3 clusters Score -273417.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -273792.562500 Penalty: 3913.543213
	Iteration 11Q: 3 clusters Score -273792.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -274149.312500 Penalty: 3913.543213
	Iteration 12Q: 3 clusters Score -274149.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -274402.000000 Penalty: 3913.543213
	Iteration 13Q: 3 clusters Score -274402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -274710.093750 Penalty: 3913.543213
	Iteration 14Q: 3 clusters Score -274710.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -275174.812500 Penalty: 3913.543213
	Iteration 15Q: 3 clusters Score -275174.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -275669.906250 Penalty: 3913.543213
	Iteration 16Q: 3 clusters Score -275669.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -275733.843750 Penalty: 3913.543213
	Iteration 17Q: 3 clusters Score -275733.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -275867.218750 Penalty: 3913.543213
	Iteration 18Q: 3 clusters Score -275867.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -275923.500000 Penalty: 3913.543213
	Iteration 19Q: 3 clusters Score -275923.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -276526.781250 Penalty: 3913.543213
	Iteration 20F: 3 clusters Score -276526.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -277806.656250 Penalty: 3913.543213
	Iteration 21Q: 3 clusters Score -277806.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -277951.937500 Penalty: 3913.543213
	Iteration 22Q: 3 clusters Score -277951.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -278074.562500 Penalty: 3913.543213
	Iteration 23Q: 3 clusters Score -278074.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -278611.531250 Penalty: 3913.543213
	Iteration 24Q: 3 clusters Score -278611.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -279214.187500 Penalty: 3913.543213
	Iteration 25Q: 3 clusters Score -279214.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -279809.687500 Penalty: 3913.543213
	Iteration 26Q: 3 clusters Score -279809.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -280793.906250 Penalty: 3913.543213
	Iteration 27Q: 3 clusters Score -280793.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -282001.000000 Penalty: 3913.543213
	Iteration 28Q: 3 clusters Score -282001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -282001.000000 Penalty: 3913.543213
	Iteration 29F: 3 clusters Score -282001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1189 members 
Mstep: Class 4 contains 24452 members 
Mstep: Class 5 contains 130150 members 
Mstep: Class 6 contains 169254 members 
Mstep: Class 7 contains 9171 members 
Mstep: Class 8 contains 26584 members 
Mstep: Class 9 contains 36358 members 
Mstep: Class 12 contains 816 members 
Mstep: Class 13 contains 1495 members 
Mstep: Class 14 contains 163387 members 
Mstep: Class 15 contains 29284 members 
Mstep: Class 16 contains 3163 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 37926 members 
Mstep: Class 21 contains 168788 members 
Mstep: Class 22 contains 86249 members 
Mstep: Class 23 contains 66570 members 
Entering Unmasked Estep 
Score: -132649816.000000 Penalty: 64911.632812
Splitting cluster 2 changes total score from -132629048.000000 to -132649816.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 4 (24452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Entering Unmasked Estep 
Score: -3475380.000000 Penalty: 2505.907959
	Iteration 0F: 2 clusters Score -3475380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -3458541.750000 Penalty: 5011.815918
	Iteration 0F: 3 clusters Score -3458542 nChanged 10754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -3464310.750000 Penalty: 5011.815918
	Iteration 1F: 3 clusters Score -3464311 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -3464686.250000 Penalty: 5011.815918
	Iteration 2Q: 3 clusters Score -3464686 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -3464966.500000 Penalty: 5011.815918
	Iteration 3Q: 3 clusters Score -3464966 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -3465199.250000 Penalty: 5011.815918
	Iteration 4Q: 3 clusters Score -3465199 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -3465452.000000 Penalty: 5011.815918
	Iteration 5Q: 3 clusters Score -3465452 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -3465755.250000 Penalty: 5011.815918
	Iteration 6Q: 3 clusters Score -3465755 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -3466176.250000 Penalty: 5011.815918
	Iteration 7Q: 3 clusters Score -3466176 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -3466746.750000 Penalty: 5011.815918
	Iteration 8Q: 3 clusters Score -3466747 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -3467547.250000 Penalty: 5011.815918
	Iteration 9F: 3 clusters Score -3467547 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -3468675.000000 Penalty: 5011.815918
	Iteration 10F: 3 clusters Score -3468675 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -3470015.250000 Penalty: 5011.815918
	Iteration 11F: 3 clusters Score -3470015 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -3471278.500000 Penalty: 5011.815918
	Iteration 12F: 3 clusters Score -3471278 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3472193.750000 Penalty: 5011.815918
	Iteration 13Q: 3 clusters Score -3472194 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3472683.250000 Penalty: 5011.815918
	Iteration 14Q: 3 clusters Score -3472683 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3472926.250000 Penalty: 5011.815918
	Iteration 15Q: 3 clusters Score -3472926 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3473092.750000 Penalty: 5011.815918
	Iteration 16Q: 3 clusters Score -3473093 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3473157.000000 Penalty: 5011.815918
	Iteration 17Q: 3 clusters Score -3473157 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3473210.250000 Penalty: 5011.815918
	Iteration 18Q: 3 clusters Score -3473210 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3473248.000000 Penalty: 5011.815918
	Iteration 19Q: 3 clusters Score -3473248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3473273.500000 Penalty: 5011.815918
	Iteration 20F: 3 clusters Score -3473274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3473290.000000 Penalty: 5011.815918
	Iteration 21Q: 3 clusters Score -3473290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3473308.250000 Penalty: 5011.815918
	Iteration 22Q: 3 clusters Score -3473308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3473321.000000 Penalty: 5011.815918
	Iteration 23Q: 3 clusters Score -3473321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3473344.500000 Penalty: 5011.815918
	Iteration 24Q: 3 clusters Score -3473344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3473361.500000 Penalty: 5011.815918
	Iteration 25Q: 3 clusters Score -3473362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3473371.000000 Penalty: 5011.815918
	Iteration 26Q: 3 clusters Score -3473371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3473377.500000 Penalty: 5011.815918
	Iteration 27Q: 3 clusters Score -3473378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3473382.000000 Penalty: 5011.815918
	Iteration 28Q: 3 clusters Score -3473382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3473385.750000 Penalty: 5011.815918
	Iteration 29Q: 3 clusters Score -3473386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3473386.750000 Penalty: 5011.815918
	Iteration 30Q: 3 clusters Score -3473387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3473387.500000 Penalty: 5011.815918
	Iteration 31Q: 3 clusters Score -3473388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3473387.500000 Penalty: 5011.815918
	Iteration 32F: 3 clusters Score -3473388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (130150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130150 members 
Entering Unmasked Estep 
Score: -18388684.000000 Penalty: 2920.557861
	Iteration 0F: 2 clusters Score -1.838868e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65068 members 
Mstep: Class 2 contains 65082 members 
Entering Unmasked Estep 
Score: -18305624.000000 Penalty: 5841.115723
	Iteration 0F: 3 clusters Score -1.830562e+07 nChanged 61943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64855 members 
Mstep: Class 2 contains 65295 members 
Entering Unmasked Estep 
Score: -18341162.000000 Penalty: 5841.115723
	Iteration 1F: 3 clusters Score -1.834116e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64966 members 
Mstep: Class 2 contains 65184 members 
Entering Unmasked Estep 
Score: -18341746.000000 Penalty: 5841.115723
	Iteration 2Q: 3 clusters Score -1.834175e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65171 members 
Mstep: Class 2 contains 64979 members 
Entering Unmasked Estep 
Score: -18342344.000000 Penalty: 5841.115723
	Iteration 3Q: 3 clusters Score -1.834234e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65485 members 
Mstep: Class 2 contains 64665 members 
Entering Unmasked Estep 
Score: -18343082.000000 Penalty: 5841.115723
	Iteration 4Q: 3 clusters Score -1.834308e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65809 members 
Mstep: Class 2 contains 64341 members 
Entering Unmasked Estep 
Score: -18344054.000000 Penalty: 5841.115723
	Iteration 5Q: 3 clusters Score -1.834405e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66116 members 
Mstep: Class 2 contains 64034 members 
Entering Unmasked Estep 
Score: -18345370.000000 Penalty: 5841.115723
	Iteration 6Q: 3 clusters Score -1.834537e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66420 members 
Mstep: Class 2 contains 63730 members 
Entering Unmasked Estep 
Score: -18346998.000000 Penalty: 5841.115723
	Iteration 7Q: 3 clusters Score -1.8347e+07 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66671 members 
Mstep: Class 2 contains 63479 members 
Entering Unmasked Estep 
Score: -18349124.000000 Penalty: 5841.115723
	Iteration 8Q: 3 clusters Score -1.834912e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66686 members 
Mstep: Class 2 contains 63464 members 
Entering Unmasked Estep 
Score: -18352296.000000 Penalty: 5841.115723
	Iteration 9Q: 3 clusters Score -1.83523e+07 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66453 members 
Mstep: Class 2 contains 63697 members 
Entering Unmasked Estep 
Score: -18356392.000000 Penalty: 5841.115723
	Iteration 10F: 3 clusters Score -1.835639e+07 nChanged 7653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66110 members 
Mstep: Class 2 contains 64040 members 
Entering Unmasked Estep 
Score: -18361792.000000 Penalty: 5841.115723
	Iteration 11F: 3 clusters Score -1.836179e+07 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65693 members 
Mstep: Class 2 contains 64457 members 
Entering Unmasked Estep 
Score: -18366812.000000 Penalty: 5841.115723
	Iteration 12F: 3 clusters Score -1.836681e+07 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65385 members 
Mstep: Class 2 contains 64765 members 
Entering Unmasked Estep 
Score: -18369820.000000 Penalty: 5841.115723
	Iteration 13F: 3 clusters Score -1.836982e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65122 members 
Mstep: Class 2 contains 65028 members 
Entering Unmasked Estep 
Score: -18370980.000000 Penalty: 5841.115723
	Iteration 14Q: 3 clusters Score -1.837098e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64932 members 
Mstep: Class 2 contains 65218 members 
Entering Unmasked Estep 
Score: -18371328.000000 Penalty: 5841.115723
	Iteration 15Q: 3 clusters Score -1.837133e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64676 members 
Mstep: Class 2 contains 65474 members 
Entering Unmasked Estep 
Score: -18371620.000000 Penalty: 5841.115723
	Iteration 16Q: 3 clusters Score -1.837162e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64379 members 
Mstep: Class 2 contains 65771 members 
Entering Unmasked Estep 
Score: -18371806.000000 Penalty: 5841.115723
	Iteration 17Q: 3 clusters Score -1.837181e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64113 members 
Mstep: Class 2 contains 66037 members 
Entering Unmasked Estep 
Score: -18371940.000000 Penalty: 5841.115723
	Iteration 18Q: 3 clusters Score -1.837194e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63819 members 
Mstep: Class 2 contains 66331 members 
Entering Unmasked Estep 
Score: -18372106.000000 Penalty: 5841.115723
	Iteration 19Q: 3 clusters Score -1.837211e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63491 members 
Mstep: Class 2 contains 66659 members 
Entering Unmasked Estep 
Score: -18372262.000000 Penalty: 5841.115723
	Iteration 20F: 3 clusters Score -1.837226e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63151 members 
Mstep: Class 2 contains 66999 members 
Entering Unmasked Estep 
Score: -18372476.000000 Penalty: 5841.115723
	Iteration 21Q: 3 clusters Score -1.837248e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62770 members 
Mstep: Class 2 contains 67380 members 
Entering Unmasked Estep 
Score: -18372660.000000 Penalty: 5841.115723
	Iteration 22Q: 3 clusters Score -1.837266e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62322 members 
Mstep: Class 2 contains 67828 members 
Entering Unmasked Estep 
Score: -18372844.000000 Penalty: 5841.115723
	Iteration 23Q: 3 clusters Score -1.837284e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61834 members 
Mstep: Class 2 contains 68316 members 
Entering Unmasked Estep 
Score: -18373100.000000 Penalty: 5841.115723
	Iteration 24Q: 3 clusters Score -1.83731e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61302 members 
Mstep: Class 2 contains 68848 members 
Entering Unmasked Estep 
Score: -18373290.000000 Penalty: 5841.115723
	Iteration 25Q: 3 clusters Score -1.837329e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60717 members 
Mstep: Class 2 contains 69433 members 
Entering Unmasked Estep 
Score: -18373532.000000 Penalty: 5841.115723
	Iteration 26Q: 3 clusters Score -1.837353e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60074 members 
Mstep: Class 2 contains 70076 members 
Entering Unmasked Estep 
Score: -18373704.000000 Penalty: 5841.115723
	Iteration 27Q: 3 clusters Score -1.83737e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59335 members 
Mstep: Class 2 contains 70815 members 
Entering Unmasked Estep 
Score: -18373862.000000 Penalty: 5841.115723
	Iteration 28Q: 3 clusters Score -1.837386e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58531 members 
Mstep: Class 2 contains 71619 members 
Entering Unmasked Estep 
Score: -18374276.000000 Penalty: 5841.115723
	Iteration 29Q: 3 clusters Score -1.837428e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57718 members 
Mstep: Class 2 contains 72432 members 
Entering Unmasked Estep 
Score: -18374622.000000 Penalty: 5841.115723
	Iteration 30Q: 3 clusters Score -1.837462e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56905 members 
Mstep: Class 2 contains 73245 members 
Entering Unmasked Estep 
Score: -18374992.000000 Penalty: 5841.115723
	Iteration 31Q: 3 clusters Score -1.837499e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56123 members 
Mstep: Class 2 contains 74027 members 
Entering Unmasked Estep 
Score: -18375266.000000 Penalty: 5841.115723
	Iteration 32Q: 3 clusters Score -1.837527e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55364 members 
Mstep: Class 2 contains 74786 members 
Entering Unmasked Estep 
Score: -18375416.000000 Penalty: 5841.115723
	Iteration 33Q: 3 clusters Score -1.837542e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54672 members 
Mstep: Class 2 contains 75478 members 
Entering Unmasked Estep 
Score: -18375714.000000 Penalty: 5841.115723
	Iteration 34Q: 3 clusters Score -1.837571e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54049 members 
Mstep: Class 2 contains 76101 members 
Entering Unmasked Estep 
Score: -18375892.000000 Penalty: 5841.115723
	Iteration 35Q: 3 clusters Score -1.837589e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53429 members 
Mstep: Class 2 contains 76721 members 
Entering Unmasked Estep 
Score: -18376066.000000 Penalty: 5841.115723
	Iteration 36Q: 3 clusters Score -1.837607e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52792 members 
Mstep: Class 2 contains 77358 members 
Entering Unmasked Estep 
Score: -18376210.000000 Penalty: 5841.115723
	Iteration 37Q: 3 clusters Score -1.837621e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52108 members 
Mstep: Class 2 contains 78042 members 
Entering Unmasked Estep 
Score: -18376408.000000 Penalty: 5841.115723
	Iteration 38Q: 3 clusters Score -1.837641e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51441 members 
Mstep: Class 2 contains 78709 members 
Entering Unmasked Estep 
Score: -18376510.000000 Penalty: 5841.115723
	Iteration 39Q: 3 clusters Score -1.837651e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50780 members 
Mstep: Class 2 contains 79370 members 
Entering Unmasked Estep 
Score: -18376656.000000 Penalty: 5841.115723
	Iteration 40F: 3 clusters Score -1.837666e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50191 members 
Mstep: Class 2 contains 79959 members 
Entering Unmasked Estep 
Score: -18376742.000000 Penalty: 5841.115723
	Iteration 41Q: 3 clusters Score -1.837674e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49612 members 
Mstep: Class 2 contains 80538 members 
Entering Unmasked Estep 
Score: -18376830.000000 Penalty: 5841.115723
	Iteration 42Q: 3 clusters Score -1.837683e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49038 members 
Mstep: Class 2 contains 81112 members 
Entering Unmasked Estep 
Score: -18376928.000000 Penalty: 5841.115723
	Iteration 43Q: 3 clusters Score -1.837693e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48501 members 
Mstep: Class 2 contains 81649 members 
Entering Unmasked Estep 
Score: -18377048.000000 Penalty: 5841.115723
	Iteration 44Q: 3 clusters Score -1.837705e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47964 members 
Mstep: Class 2 contains 82186 members 
Entering Unmasked Estep 
Score: -18377198.000000 Penalty: 5841.115723
	Iteration 45Q: 3 clusters Score -1.83772e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47420 members 
Mstep: Class 2 contains 82730 members 
Entering Unmasked Estep 
Score: -18377256.000000 Penalty: 5841.115723
	Iteration 46Q: 3 clusters Score -1.837726e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46851 members 
Mstep: Class 2 contains 83299 members 
Entering Unmasked Estep 
Score: -18377230.000000 Penalty: 5841.115723
	Iteration 47Q: 3 clusters Score -1.837723e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46302 members 
Mstep: Class 2 contains 83848 members 
Entering Unmasked Estep 
Score: -18377302.000000 Penalty: 5841.115723
	Iteration 48Q: 3 clusters Score -1.83773e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45732 members 
Mstep: Class 2 contains 84418 members 
Entering Unmasked Estep 
Score: -18377320.000000 Penalty: 5841.115723
	Iteration 49Q: 3 clusters Score -1.837732e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 84945 members 
Entering Unmasked Estep 
Score: -18377376.000000 Penalty: 5841.115723
	Iteration 50Q: 3 clusters Score -1.837738e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44702 members 
Mstep: Class 2 contains 85448 members 
Entering Unmasked Estep 
Score: -18377386.000000 Penalty: 5841.115723
	Iteration 51Q: 3 clusters Score -1.837739e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 85964 members 
Entering Unmasked Estep 
Score: -18377446.000000 Penalty: 5841.115723
	Iteration 52Q: 3 clusters Score -1.837745e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43609 members 
Mstep: Class 2 contains 86541 members 
Entering Unmasked Estep 
Score: -18377488.000000 Penalty: 5841.115723
	Iteration 53Q: 3 clusters Score -1.837749e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 87157 members 
Entering Unmasked Estep 
Score: -18377538.000000 Penalty: 5841.115723
	Iteration 54Q: 3 clusters Score -1.837754e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42386 members 
Mstep: Class 2 contains 87764 members 
Entering Unmasked Estep 
Score: -18377618.000000 Penalty: 5841.115723
	Iteration 55Q: 3 clusters Score -1.837762e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 88372 members 
Entering Unmasked Estep 
Score: -18377698.000000 Penalty: 5841.115723
	Iteration 56Q: 3 clusters Score -1.83777e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41163 members 
Mstep: Class 2 contains 88987 members 
Entering Unmasked Estep 
Score: -18377760.000000 Penalty: 5841.115723
	Iteration 57Q: 3 clusters Score -1.837776e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 89614 members 
Entering Unmasked Estep 
Score: -18377784.000000 Penalty: 5841.115723
	Iteration 58Q: 3 clusters Score -1.837778e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 90254 members 
Entering Unmasked Estep 
Score: -18377814.000000 Penalty: 5841.115723
	Iteration 59Q: 3 clusters Score -1.837781e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 90883 members 
Entering Unmasked Estep 
Score: -18377884.000000 Penalty: 5841.115723
	Iteration 60F: 3 clusters Score -1.837788e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 91546 members 
Entering Unmasked Estep 
Score: -18377968.000000 Penalty: 5841.115723
	Iteration 61Q: 3 clusters Score -1.837797e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 92255 members 
Entering Unmasked Estep 
Score: -18377990.000000 Penalty: 5841.115723
	Iteration 62Q: 3 clusters Score -1.837799e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37197 members 
Mstep: Class 2 contains 92953 members 
Entering Unmasked Estep 
Score: -18378076.000000 Penalty: 5841.115723
	Iteration 63Q: 3 clusters Score -1.837808e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 93663 members 
Entering Unmasked Estep 
Score: -18378084.000000 Penalty: 5841.115723
	Iteration 64Q: 3 clusters Score -1.837808e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 94442 members 
Entering Unmasked Estep 
Score: -18378100.000000 Penalty: 5841.115723
	Iteration 65Q: 3 clusters Score -1.83781e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 95189 members 
Entering Unmasked Estep 
Score: -18378184.000000 Penalty: 5841.115723
	Iteration 66Q: 3 clusters Score -1.837818e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 95929 members 
Entering Unmasked Estep 
Score: -18378216.000000 Penalty: 5841.115723
	Iteration 67Q: 3 clusters Score -1.837822e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 96667 members 
Entering Unmasked Estep 
Score: -18378268.000000 Penalty: 5841.115723
	Iteration 68Q: 3 clusters Score -1.837827e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 97376 members 
Entering Unmasked Estep 
Score: -18378350.000000 Penalty: 5841.115723
	Iteration 69Q: 3 clusters Score -1.837835e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 98123 members 
Entering Unmasked Estep 
Score: -18378410.000000 Penalty: 5841.115723
	Iteration 70Q: 3 clusters Score -1.837841e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 98928 members 
Entering Unmasked Estep 
Score: -18378496.000000 Penalty: 5841.115723
	Iteration 71Q: 3 clusters Score -1.83785e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Mstep: Class 2 contains 99792 members 
Entering Unmasked Estep 
Score: -18378528.000000 Penalty: 5841.115723
	Iteration 72Q: 3 clusters Score -1.837853e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 100732 members 
Entering Unmasked Estep 
Score: -18378640.000000 Penalty: 5841.115723
	Iteration 73Q: 3 clusters Score -1.837864e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 101692 members 
Entering Unmasked Estep 
Score: -18378732.000000 Penalty: 5841.115723
	Iteration 74Q: 3 clusters Score -1.837873e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 102667 members 
Entering Unmasked Estep 
Score: -18378848.000000 Penalty: 5841.115723
	Iteration 75Q: 3 clusters Score -1.837885e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 103697 members 
Entering Unmasked Estep 
Score: -18378982.000000 Penalty: 5841.115723
	Iteration 76Q: 3 clusters Score -1.837898e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 104757 members 
Entering Unmasked Estep 
Score: -18379086.000000 Penalty: 5841.115723
	Iteration 77Q: 3 clusters Score -1.837909e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 105851 members 
Entering Unmasked Estep 
Score: -18379312.000000 Penalty: 5841.115723
	Iteration 78Q: 3 clusters Score -1.837931e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 106984 members 
Entering Unmasked Estep 
Score: -18379638.000000 Penalty: 5841.115723
	Iteration 79Q: 3 clusters Score -1.837964e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 108162 members 
Entering Unmasked Estep 
Score: -18379922.000000 Penalty: 5841.115723
	Iteration 80F: 3 clusters Score -1.837992e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 109411 members 
Entering Unmasked Estep 
Score: -18380254.000000 Penalty: 5841.115723
	Iteration 81Q: 3 clusters Score -1.838025e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 110688 members 
Entering Unmasked Estep 
Score: -18380630.000000 Penalty: 5841.115723
	Iteration 82Q: 3 clusters Score -1.838063e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 111901 members 
Entering Unmasked Estep 
Score: -18380964.000000 Penalty: 5841.115723
	Iteration 83Q: 3 clusters Score -1.838096e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 113077 members 
Entering Unmasked Estep 
Score: -18381384.000000 Penalty: 5841.115723
	Iteration 84Q: 3 clusters Score -1.838138e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 114275 members 
Entering Unmasked Estep 
Score: -18381624.000000 Penalty: 5841.115723
	Iteration 85Q: 3 clusters Score -1.838162e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 115428 members 
Entering Unmasked Estep 
Score: -18381874.000000 Penalty: 5841.115723
	Iteration 86Q: 3 clusters Score -1.838187e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 116524 members 
Entering Unmasked Estep 
Score: -18382224.000000 Penalty: 5841.115723
	Iteration 87Q: 3 clusters Score -1.838222e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 117638 members 
Entering Unmasked Estep 
Score: -18382568.000000 Penalty: 5841.115723
	Iteration 88Q: 3 clusters Score -1.838257e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 118706 members 
Entering Unmasked Estep 
Score: -18382974.000000 Penalty: 5841.115723
	Iteration 89Q: 3 clusters Score -1.838297e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 119699 members 
Entering Unmasked Estep 
Score: -18383388.000000 Penalty: 5841.115723
	Iteration 90Q: 3 clusters Score -1.838339e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 120678 members 
Entering Unmasked Estep 
Score: -18383800.000000 Penalty: 5841.115723
	Iteration 91Q: 3 clusters Score -1.83838e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 121562 members 
Entering Unmasked Estep 
Score: -18384228.000000 Penalty: 5841.115723
	Iteration 92Q: 3 clusters Score -1.838423e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 122453 members 
Entering Unmasked Estep 
Score: -18384628.000000 Penalty: 5841.115723
	Iteration 93Q: 3 clusters Score -1.838463e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 123285 members 
Entering Unmasked Estep 
Score: -18385034.000000 Penalty: 5841.115723
	Iteration 94Q: 3 clusters Score -1.838503e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 124042 members 
Entering Unmasked Estep 
Score: -18385466.000000 Penalty: 5841.115723
	Iteration 95Q: 3 clusters Score -1.838547e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 124684 members 
Entering Unmasked Estep 
Score: -18385884.000000 Penalty: 5841.115723
	Iteration 96Q: 3 clusters Score -1.838588e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 125238 members 
Entering Unmasked Estep 
Score: -18386200.000000 Penalty: 5841.115723
	Iteration 97Q: 3 clusters Score -1.83862e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 125671 members 
Entering Unmasked Estep 
Score: -18386460.000000 Penalty: 5841.115723
	Iteration 98Q: 3 clusters Score -1.838646e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 126045 members 
Entering Unmasked Estep 
Score: -18386734.000000 Penalty: 5841.115723
	Iteration 99Q: 3 clusters Score -1.838673e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 126382 members 
Entering Unmasked Estep 
Score: -18386952.000000 Penalty: 5841.115723
	Iteration 100F: 3 clusters Score -1.838695e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 126616 members 
Entering Unmasked Estep 
Score: -18387094.000000 Penalty: 5841.115723
	Iteration 101Q: 3 clusters Score -1.838709e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 126802 members 
Entering Unmasked Estep 
Score: -18387260.000000 Penalty: 5841.115723
	Iteration 102Q: 3 clusters Score -1.838726e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 126978 members 
Entering Unmasked Estep 
Score: -18387280.000000 Penalty: 5841.115723
	Iteration 103Q: 3 clusters Score -1.838728e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 127128 members 
Entering Unmasked Estep 
Score: -18387374.000000 Penalty: 5841.115723
	Iteration 104Q: 3 clusters Score -1.838737e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 127244 members 
Entering Unmasked Estep 
Score: -18387420.000000 Penalty: 5841.115723
	Iteration 105Q: 3 clusters Score -1.838742e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 127336 members 
Entering Unmasked Estep 
Score: -18387488.000000 Penalty: 5841.115723
	Iteration 106Q: 3 clusters Score -1.838749e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 127420 members 
Entering Unmasked Estep 
Score: -18387518.000000 Penalty: 5841.115723
	Iteration 107Q: 3 clusters Score -1.838752e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 127496 members 
Entering Unmasked Estep 
Score: -18387536.000000 Penalty: 5841.115723
	Iteration 108Q: 3 clusters Score -1.838754e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 127546 members 
Entering Unmasked Estep 
Score: -18387532.000000 Penalty: 5841.115723
	Iteration 109Q: 3 clusters Score -1.838753e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 127582 members 
Entering Unmasked Estep 
Score: -18387548.000000 Penalty: 5841.115723
	Iteration 110Q: 3 clusters Score -1.838755e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 127633 members 
Entering Unmasked Estep 
Score: -18387560.000000 Penalty: 5841.115723
	Iteration 111Q: 3 clusters Score -1.838756e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 127669 members 
Entering Unmasked Estep 
Score: -18387554.000000 Penalty: 5841.115723
	Iteration 112Q: 3 clusters Score -1.838755e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 127689 members 
Entering Unmasked Estep 
Score: -18387550.000000 Penalty: 5841.115723
	Iteration 113Q: 3 clusters Score -1.838755e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 127709 members 
Entering Unmasked Estep 
Score: -18387568.000000 Penalty: 5841.115723
	Iteration 114Q: 3 clusters Score -1.838757e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 127720 members 
Entering Unmasked Estep 
Score: -18387556.000000 Penalty: 5841.115723
	Iteration 115Q: 3 clusters Score -1.838756e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 127729 members 
Entering Unmasked Estep 
Score: -18387560.000000 Penalty: 5841.115723
	Iteration 116Q: 3 clusters Score -1.838756e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 127736 members 
Entering Unmasked Estep 
Score: -18387554.000000 Penalty: 5841.115723
	Iteration 117Q: 3 clusters Score -1.838755e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 127752 members 
Entering Unmasked Estep 
Score: -18387570.000000 Penalty: 5841.115723
	Iteration 118Q: 3 clusters Score -1.838757e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 127770 members 
Entering Unmasked Estep 
Score: -18387574.000000 Penalty: 5841.115723
	Iteration 119Q: 3 clusters Score -1.838757e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 127786 members 
Entering Unmasked Estep 
Score: -18387576.000000 Penalty: 5841.115723
	Iteration 120F: 3 clusters Score -1.838758e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 127800 members 
Entering Unmasked Estep 
Score: -18387576.000000 Penalty: 5841.115723
	Iteration 121Q: 3 clusters Score -1.838758e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 127813 members 
Entering Unmasked Estep 
Score: -18387586.000000 Penalty: 5841.115723
	Iteration 122Q: 3 clusters Score -1.838759e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 127823 members 
Entering Unmasked Estep 
Score: -18387576.000000 Penalty: 5841.115723
	Iteration 123Q: 3 clusters Score -1.838758e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 127835 members 
Entering Unmasked Estep 
Score: -18387580.000000 Penalty: 5841.115723
	Iteration 124Q: 3 clusters Score -1.838758e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 127839 members 
Entering Unmasked Estep 
Score: -18387572.000000 Penalty: 5841.115723
	Iteration 125Q: 3 clusters Score -1.838757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 127842 members 
Entering Unmasked Estep 
Score: -18387580.000000 Penalty: 5841.115723
	Iteration 126Q: 3 clusters Score -1.838758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 127849 members 
Entering Unmasked Estep 
Score: -18387596.000000 Penalty: 5841.115723
	Iteration 127Q: 3 clusters Score -1.83876e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 127854 members 
Entering Unmasked Estep 
Score: -18387604.000000 Penalty: 5841.115723
	Iteration 128Q: 3 clusters Score -1.83876e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 127866 members 
Entering Unmasked Estep 
Score: -18387606.000000 Penalty: 5841.115723
	Iteration 129Q: 3 clusters Score -1.838761e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 127881 members 
Entering Unmasked Estep 
Score: -18387594.000000 Penalty: 5841.115723
	Iteration 130Q: 3 clusters Score -1.838759e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 127893 members 
Entering Unmasked Estep 
Score: -18387624.000000 Penalty: 5841.115723
	Iteration 131Q: 3 clusters Score -1.838762e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 127908 members 
Entering Unmasked Estep 
Score: -18387620.000000 Penalty: 5841.115723
	Iteration 132Q: 3 clusters Score -1.838762e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 127916 members 
Entering Unmasked Estep 
Score: -18387632.000000 Penalty: 5841.115723
	Iteration 133Q: 3 clusters Score -1.838763e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 127925 members 
Entering Unmasked Estep 
Score: -18387636.000000 Penalty: 5841.115723
	Iteration 134Q: 3 clusters Score -1.838764e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 127930 members 
Entering Unmasked Estep 
Score: -18387620.000000 Penalty: 5841.115723
	Iteration 135Q: 3 clusters Score -1.838762e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 127936 members 
Entering Unmasked Estep 
Score: -18387610.000000 Penalty: 5841.115723
	Iteration 136Q: 3 clusters Score -1.838761e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 127945 members 
Entering Unmasked Estep 
Score: -18387604.000000 Penalty: 5841.115723
	Iteration 137Q: 3 clusters Score -1.83876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 127947 members 
Entering Unmasked Estep 
Score: -18387618.000000 Penalty: 5841.115723
	Iteration 138Q: 3 clusters Score -1.838762e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 127953 members 
Entering Unmasked Estep 
Score: -18387630.000000 Penalty: 5841.115723
	Iteration 139Q: 3 clusters Score -1.838763e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 127960 members 
Entering Unmasked Estep 
Score: -18387634.000000 Penalty: 5841.115723
	Iteration 140F: 3 clusters Score -1.838763e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 127966 members 
Entering Unmasked Estep 
Score: -18387628.000000 Penalty: 5841.115723
	Iteration 141Q: 3 clusters Score -1.838763e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 127976 members 
Entering Unmasked Estep 
Score: -18387634.000000 Penalty: 5841.115723
	Iteration 142Q: 3 clusters Score -1.838763e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 127981 members 
Entering Unmasked Estep 
Score: -18387632.000000 Penalty: 5841.115723
	Iteration 143Q: 3 clusters Score -1.838763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 127983 members 
Entering Unmasked Estep 
Score: -18387640.000000 Penalty: 5841.115723
	Iteration 144Q: 3 clusters Score -1.838764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 127984 members 
Entering Unmasked Estep 
Score: -18387630.000000 Penalty: 5841.115723
	Iteration 145Q: 3 clusters Score -1.838763e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 127984 members 
Entering Unmasked Estep 
Score: -18387630.000000 Penalty: 5841.115723
	Iteration 146F: 3 clusters Score -1.838763e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (169254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169254 members 
Entering Unmasked Estep 
Score: -23897530.000000 Penalty: 2985.710693
	Iteration 0F: 2 clusters Score -2.389753e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84355 members 
Mstep: Class 2 contains 84899 members 
Entering Unmasked Estep 
Score: -23790688.000000 Penalty: 5971.421387
	Iteration 0F: 3 clusters Score -2.379069e+07 nChanged 81281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81946 members 
Mstep: Class 2 contains 87308 members 
Entering Unmasked Estep 
Score: -23838002.000000 Penalty: 5971.421387
	Iteration 1F: 3 clusters Score -2.3838e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80130 members 
Mstep: Class 2 contains 89124 members 
Entering Unmasked Estep 
Score: -23838752.000000 Penalty: 5971.421387
	Iteration 2Q: 3 clusters Score -2.383875e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77288 members 
Mstep: Class 2 contains 91966 members 
Entering Unmasked Estep 
Score: -23839994.000000 Penalty: 5971.421387
	Iteration 3Q: 3 clusters Score -2.383999e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72960 members 
Mstep: Class 2 contains 96294 members 
Entering Unmasked Estep 
Score: -23841930.000000 Penalty: 5971.421387
	Iteration 4Q: 3 clusters Score -2.384193e+07 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66705 members 
Mstep: Class 2 contains 102549 members 
Entering Unmasked Estep 
Score: -23844380.000000 Penalty: 5971.421387
	Iteration 5Q: 3 clusters Score -2.384438e+07 nChanged 9306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58285 members 
Mstep: Class 2 contains 110969 members 
Entering Unmasked Estep 
Score: -23848172.000000 Penalty: 5971.421387
	Iteration 6F: 3 clusters Score -2.384817e+07 nChanged 11012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47915 members 
Mstep: Class 2 contains 121339 members 
Entering Unmasked Estep 
Score: -23853936.000000 Penalty: 5971.421387
	Iteration 7F: 3 clusters Score -2.385394e+07 nChanged 11605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36752 members 
Mstep: Class 2 contains 132502 members 
Entering Unmasked Estep 
Score: -23860996.000000 Penalty: 5971.421387
	Iteration 8F: 3 clusters Score -2.3861e+07 nChanged 10295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 142513 members 
Entering Unmasked Estep 
Score: -23867598.000000 Penalty: 5971.421387
	Iteration 9F: 3 clusters Score -2.38676e+07 nChanged 8105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 150392 members 
Entering Unmasked Estep 
Score: -23873220.000000 Penalty: 5971.421387
	Iteration 10Q: 3 clusters Score -2.387322e+07 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 155972 members 
Entering Unmasked Estep 
Score: -23880782.000000 Penalty: 5971.421387
	Iteration 11Q: 3 clusters Score -2.388078e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 160130 members 
Entering Unmasked Estep 
Score: -23886494.000000 Penalty: 5971.421387
	Iteration 12Q: 3 clusters Score -2.388649e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 163192 members 
Entering Unmasked Estep 
Score: -23890228.000000 Penalty: 5971.421387
	Iteration 13Q: 3 clusters Score -2.389023e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 165316 members 
Entering Unmasked Estep 
Score: -23892470.000000 Penalty: 5971.421387
	Iteration 14Q: 3 clusters Score -2.389247e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 166691 members 
Entering Unmasked Estep 
Score: -23893560.000000 Penalty: 5971.421387
	Iteration 15Q: 3 clusters Score -2.389356e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 167467 members 
Entering Unmasked Estep 
Score: -23894126.000000 Penalty: 5971.421387
	Iteration 16Q: 3 clusters Score -2.389413e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 167923 members 
Entering Unmasked Estep 
Score: -23894558.000000 Penalty: 5971.421387
	Iteration 17Q: 3 clusters Score -2.389456e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 168174 members 
Entering Unmasked Estep 
Score: -23894776.000000 Penalty: 5971.421387
	Iteration 18Q: 3 clusters Score -2.389478e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 168310 members 
Entering Unmasked Estep 
Score: -23894882.000000 Penalty: 5971.421387
	Iteration 19Q: 3 clusters Score -2.389488e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 168401 members 
Entering Unmasked Estep 
Score: -23895002.000000 Penalty: 5971.421387
	Iteration 20F: 3 clusters Score -2.3895e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 168464 members 
Entering Unmasked Estep 
Score: -23895050.000000 Penalty: 5971.421387
	Iteration 21Q: 3 clusters Score -2.389505e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 168499 members 
Entering Unmasked Estep 
Score: -23895096.000000 Penalty: 5971.421387
	Iteration 22Q: 3 clusters Score -2.38951e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 168517 members 
Entering Unmasked Estep 
Score: -23895142.000000 Penalty: 5971.421387
	Iteration 23Q: 3 clusters Score -2.389514e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 168529 members 
Entering Unmasked Estep 
Score: -23895164.000000 Penalty: 5971.421387
	Iteration 24Q: 3 clusters Score -2.389516e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 168534 members 
Entering Unmasked Estep 
Score: -23895182.000000 Penalty: 5971.421387
	Iteration 25Q: 3 clusters Score -2.389518e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 168555 members 
Entering Unmasked Estep 
Score: -23895196.000000 Penalty: 5971.421387
	Iteration 26Q: 3 clusters Score -2.38952e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 168553 members 
Entering Unmasked Estep 
Score: -23895214.000000 Penalty: 5971.421387
	Iteration 27Q: 3 clusters Score -2.389521e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 168545 members 
Entering Unmasked Estep 
Score: -23895246.000000 Penalty: 5971.421387
	Iteration 28Q: 3 clusters Score -2.389525e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 168555 members 
Entering Unmasked Estep 
Score: -23895262.000000 Penalty: 5971.421387
	Iteration 29Q: 3 clusters Score -2.389526e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 168561 members 
Entering Unmasked Estep 
Score: -23895270.000000 Penalty: 5971.421387
	Iteration 30Q: 3 clusters Score -2.389527e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 168557 members 
Entering Unmasked Estep 
Score: -23895270.000000 Penalty: 5971.421387
	Iteration 31Q: 3 clusters Score -2.389527e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 168564 members 
Entering Unmasked Estep 
Score: -23895268.000000 Penalty: 5971.421387
	Iteration 32Q: 3 clusters Score -2.389527e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 168570 members 
Entering Unmasked Estep 
Score: -23895286.000000 Penalty: 5971.421387
	Iteration 33Q: 3 clusters Score -2.389529e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 168575 members 
Entering Unmasked Estep 
Score: -23895312.000000 Penalty: 5971.421387
	Iteration 34Q: 3 clusters Score -2.389531e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 168578 members 
Entering Unmasked Estep 
Score: -23895364.000000 Penalty: 5971.421387
	Iteration 35Q: 3 clusters Score -2.389536e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 168586 members 
Entering Unmasked Estep 
Score: -23895386.000000 Penalty: 5971.421387
	Iteration 36Q: 3 clusters Score -2.389539e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 168592 members 
Entering Unmasked Estep 
Score: -23895420.000000 Penalty: 5971.421387
	Iteration 37Q: 3 clusters Score -2.389542e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 168594 members 
Entering Unmasked Estep 
Score: -23895424.000000 Penalty: 5971.421387
	Iteration 38Q: 3 clusters Score -2.389542e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 168601 members 
Entering Unmasked Estep 
Score: -23895466.000000 Penalty: 5971.421387
	Iteration 39Q: 3 clusters Score -2.389547e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 168608 members 
Entering Unmasked Estep 
Score: -23895528.000000 Penalty: 5971.421387
	Iteration 40F: 3 clusters Score -2.389553e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 168588 members 
Entering Unmasked Estep 
Score: -23895606.000000 Penalty: 5971.421387
	Iteration 41Q: 3 clusters Score -2.389561e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 168557 members 
Entering Unmasked Estep 
Score: -23895650.000000 Penalty: 5971.421387
	Iteration 42Q: 3 clusters Score -2.389565e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 168515 members 
Entering Unmasked Estep 
Score: -23895720.000000 Penalty: 5971.421387
	Iteration 43Q: 3 clusters Score -2.389572e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 168475 members 
Entering Unmasked Estep 
Score: -23895876.000000 Penalty: 5971.421387
	Iteration 44Q: 3 clusters Score -2.389588e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 168431 members 
Entering Unmasked Estep 
Score: -23895946.000000 Penalty: 5971.421387
	Iteration 45Q: 3 clusters Score -2.389595e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 168384 members 
Entering Unmasked Estep 
Score: -23896076.000000 Penalty: 5971.421387
	Iteration 46Q: 3 clusters Score -2.389608e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 168335 members 
Entering Unmasked Estep 
Score: -23896216.000000 Penalty: 5971.421387
	Iteration 47Q: 3 clusters Score -2.389622e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 168281 members 
Entering Unmasked Estep 
Score: -23896282.000000 Penalty: 5971.421387
	Iteration 48Q: 3 clusters Score -2.389628e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 168252 members 
Entering Unmasked Estep 
Score: -23896318.000000 Penalty: 5971.421387
	Iteration 49Q: 3 clusters Score -2.389632e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 168244 members 
Entering Unmasked Estep 
Score: -23896342.000000 Penalty: 5971.421387
	Iteration 50Q: 3 clusters Score -2.389634e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 168238 members 
Entering Unmasked Estep 
Score: -23896370.000000 Penalty: 5971.421387
	Iteration 51Q: 3 clusters Score -2.389637e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 168238 members 
Entering Unmasked Estep 
Score: -23896366.000000 Penalty: 5971.421387
	Iteration 52Q: 3 clusters Score -2.389637e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 168236 members 
Entering Unmasked Estep 
Score: -23896358.000000 Penalty: 5971.421387
	Iteration 53Q: 3 clusters Score -2.389636e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 168235 members 
Entering Unmasked Estep 
Score: -23896400.000000 Penalty: 5971.421387
	Iteration 54Q: 3 clusters Score -2.38964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 168233 members 
Entering Unmasked Estep 
Score: -23896396.000000 Penalty: 5971.421387
	Iteration 55Q: 3 clusters Score -2.38964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 168230 members 
Entering Unmasked Estep 
Score: -23896388.000000 Penalty: 5971.421387
	Iteration 56Q: 3 clusters Score -2.389639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 168228 members 
Entering Unmasked Estep 
Score: -23896406.000000 Penalty: 5971.421387
	Iteration 57Q: 3 clusters Score -2.389641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 168228 members 
Entering Unmasked Estep 
Score: -23896396.000000 Penalty: 5971.421387
	Iteration 58Q: 3 clusters Score -2.38964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 168226 members 
Entering Unmasked Estep 
Score: -23896408.000000 Penalty: 5971.421387
	Iteration 59Q: 3 clusters Score -2.389641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 168226 members 
Entering Unmasked Estep 
Score: -23896486.000000 Penalty: 5971.421387
	Iteration 60F: 3 clusters Score -2.389649e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 168131 members 
Entering Unmasked Estep 
Score: -23896580.000000 Penalty: 5971.421387
	Iteration 61Q: 3 clusters Score -2.389658e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 168068 members 
Entering Unmasked Estep 
Score: -23896602.000000 Penalty: 5971.421387
	Iteration 62Q: 3 clusters Score -2.38966e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 168013 members 
Entering Unmasked Estep 
Score: -23896656.000000 Penalty: 5971.421387
	Iteration 63Q: 3 clusters Score -2.389666e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 167972 members 
Entering Unmasked Estep 
Score: -23896706.000000 Penalty: 5971.421387
	Iteration 64Q: 3 clusters Score -2.389671e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 167948 members 
Entering Unmasked Estep 
Score: -23896704.000000 Penalty: 5971.421387
	Iteration 65Q: 3 clusters Score -2.38967e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 167931 members 
Entering Unmasked Estep 
Score: -23896732.000000 Penalty: 5971.421387
	Iteration 66Q: 3 clusters Score -2.389673e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 167920 members 
Entering Unmasked Estep 
Score: -23896762.000000 Penalty: 5971.421387
	Iteration 67Q: 3 clusters Score -2.389676e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 167910 members 
Entering Unmasked Estep 
Score: -23896746.000000 Penalty: 5971.421387
	Iteration 68Q: 3 clusters Score -2.389675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 167907 members 
Entering Unmasked Estep 
Score: -23896746.000000 Penalty: 5971.421387
	Iteration 69Q: 3 clusters Score -2.389675e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 167901 members 
Entering Unmasked Estep 
Score: -23896768.000000 Penalty: 5971.421387
	Iteration 70Q: 3 clusters Score -2.389677e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 167894 members 
Entering Unmasked Estep 
Score: -23896774.000000 Penalty: 5971.421387
	Iteration 71Q: 3 clusters Score -2.389677e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 167886 members 
Entering Unmasked Estep 
Score: -23896734.000000 Penalty: 5971.421387
	Iteration 72Q: 3 clusters Score -2.389673e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 167881 members 
Entering Unmasked Estep 
Score: -23896744.000000 Penalty: 5971.421387
	Iteration 73Q: 3 clusters Score -2.389674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 167878 members 
Entering Unmasked Estep 
Score: -23896760.000000 Penalty: 5971.421387
	Iteration 74Q: 3 clusters Score -2.389676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 167875 members 
Entering Unmasked Estep 
Score: -23896768.000000 Penalty: 5971.421387
	Iteration 75Q: 3 clusters Score -2.389677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 167874 members 
Entering Unmasked Estep 
Score: -23896764.000000 Penalty: 5971.421387
	Iteration 76Q: 3 clusters Score -2.389676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 167873 members 
Entering Unmasked Estep 
Score: -23896768.000000 Penalty: 5971.421387
	Iteration 77Q: 3 clusters Score -2.389677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 167871 members 
Entering Unmasked Estep 
Score: -23896768.000000 Penalty: 5971.421387
	Iteration 78Q: 3 clusters Score -2.389677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 167870 members 
Entering Unmasked Estep 
Score: -23896764.000000 Penalty: 5971.421387
	Iteration 79Q: 3 clusters Score -2.389676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 167869 members 
Entering Unmasked Estep 
Score: -23896772.000000 Penalty: 5971.421387
	Iteration 80F: 3 clusters Score -2.389677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 167868 members 
Entering Unmasked Estep 
Score: -23896770.000000 Penalty: 5971.421387
	Iteration 81Q: 3 clusters Score -2.389677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 167865 members 
Entering Unmasked Estep 
Score: -23896780.000000 Penalty: 5971.421387
	Iteration 82Q: 3 clusters Score -2.389678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 167862 members 
Entering Unmasked Estep 
Score: -23896770.000000 Penalty: 5971.421387
	Iteration 83Q: 3 clusters Score -2.389677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 167859 members 
Entering Unmasked Estep 
Score: -23896764.000000 Penalty: 5971.421387
	Iteration 84Q: 3 clusters Score -2.389676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 167858 members 
Entering Unmasked Estep 
Score: -23896760.000000 Penalty: 5971.421387
	Iteration 85Q: 3 clusters Score -2.389676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 167856 members 
Entering Unmasked Estep 
Score: -23896754.000000 Penalty: 5971.421387
	Iteration 86Q: 3 clusters Score -2.389675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 167853 members 
Entering Unmasked Estep 
Score: -23896766.000000 Penalty: 5971.421387
	Iteration 87Q: 3 clusters Score -2.389677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 167850 members 
Entering Unmasked Estep 
Score: -23896770.000000 Penalty: 5971.421387
	Iteration 88Q: 3 clusters Score -2.389677e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 167850 members 
Entering Unmasked Estep 
Score: -23896770.000000 Penalty: 5971.421387
	Iteration 89F: 3 clusters Score -2.389677e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Entering Unmasked Estep 
Score: -1244329.750000 Penalty: 2262.702637
	Iteration 0F: 2 clusters Score -1244330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1237226.750000 Penalty: 4525.405273
	Iteration 0F: 3 clusters Score -1237227 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1239198.875000 Penalty: 4525.405273
	Iteration 1F: 3 clusters Score -1239199 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1239507.750000 Penalty: 4525.405273
	Iteration 2F: 3 clusters Score -1239508 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1239785.250000 Penalty: 4525.405273
	Iteration 3F: 3 clusters Score -1239785 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1240052.250000 Penalty: 4525.405273
	Iteration 4F: 3 clusters Score -1240052 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1240336.250000 Penalty: 4525.405273
	Iteration 5Q: 3 clusters Score -1240336 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1240639.125000 Penalty: 4525.405273
	Iteration 6Q: 3 clusters Score -1240639 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1241005.000000 Penalty: 4525.405273
	Iteration 7F: 3 clusters Score -1241005 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1241404.625000 Penalty: 4525.405273
	Iteration 8F: 3 clusters Score -1241405 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1241758.500000 Penalty: 4525.405273
	Iteration 9F: 3 clusters Score -1241758 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1242061.750000 Penalty: 4525.405273
	Iteration 10Q: 3 clusters Score -1242062 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1242324.125000 Penalty: 4525.405273
	Iteration 11Q: 3 clusters Score -1242324 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1242524.125000 Penalty: 4525.405273
	Iteration 12Q: 3 clusters Score -1242524 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1242666.125000 Penalty: 4525.405273
	Iteration 13Q: 3 clusters Score -1242666 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1242765.875000 Penalty: 4525.405273
	Iteration 14Q: 3 clusters Score -1242766 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1242827.500000 Penalty: 4525.405273
	Iteration 15Q: 3 clusters Score -1242828 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1242865.250000 Penalty: 4525.405273
	Iteration 16Q: 3 clusters Score -1242865 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1242900.125000 Penalty: 4525.405273
	Iteration 17Q: 3 clusters Score -1242900 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1242948.875000 Penalty: 4525.405273
	Iteration 18Q: 3 clusters Score -1242949 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1242998.250000 Penalty: 4525.405273
	Iteration 19Q: 3 clusters Score -1242998 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1243045.375000 Penalty: 4525.405273
	Iteration 20F: 3 clusters Score -1243045 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1243101.500000 Penalty: 4525.405273
	Iteration 21Q: 3 clusters Score -1243102 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1243154.375000 Penalty: 4525.405273
	Iteration 22Q: 3 clusters Score -1243154 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1243224.750000 Penalty: 4525.405273
	Iteration 23Q: 3 clusters Score -1243225 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1243309.375000 Penalty: 4525.405273
	Iteration 24Q: 3 clusters Score -1243309 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1243412.625000 Penalty: 4525.405273
	Iteration 25Q: 3 clusters Score -1243413 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1243481.375000 Penalty: 4525.405273
	Iteration 26Q: 3 clusters Score -1243481 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1243520.875000 Penalty: 4525.405273
	Iteration 27Q: 3 clusters Score -1243521 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1243545.500000 Penalty: 4525.405273
	Iteration 28Q: 3 clusters Score -1243546 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1243558.625000 Penalty: 4525.405273
	Iteration 29Q: 3 clusters Score -1243559 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1243564.125000 Penalty: 4525.405273
	Iteration 30Q: 3 clusters Score -1243564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1243568.000000 Penalty: 4525.405273
	Iteration 31Q: 3 clusters Score -1243568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1243569.875000 Penalty: 4525.405273
	Iteration 32Q: 3 clusters Score -1243570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1243574.625000 Penalty: 4525.405273
	Iteration 33Q: 3 clusters Score -1243575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1243573.500000 Penalty: 4525.405273
	Iteration 34Q: 3 clusters Score -1243574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1243579.500000 Penalty: 4525.405273
	Iteration 35Q: 3 clusters Score -1243580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1243580.875000 Penalty: 4525.405273
	Iteration 36Q: 3 clusters Score -1243581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1243580.000000 Penalty: 4525.405273
	Iteration 37Q: 3 clusters Score -1243580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1243580.000000 Penalty: 4525.405273
	Iteration 38F: 3 clusters Score -1243580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Entering Unmasked Estep 
Score: -3761834.250000 Penalty: 2526.640137
	Iteration 0F: 2 clusters Score -3761834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -3743604.250000 Penalty: 5053.280273
	Iteration 0F: 3 clusters Score -3743604 nChanged 11891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -3749973.250000 Penalty: 5053.280273
	Iteration 1F: 3 clusters Score -3749973 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -3750522.500000 Penalty: 5053.280273
	Iteration 2F: 3 clusters Score -3750522 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -3750968.250000 Penalty: 5053.280273
	Iteration 3Q: 3 clusters Score -3750968 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -3751369.000000 Penalty: 5053.280273
	Iteration 4Q: 3 clusters Score -3751369 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -3751740.250000 Penalty: 5053.280273
	Iteration 5Q: 3 clusters Score -3751740 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -3752141.500000 Penalty: 5053.280273
	Iteration 6Q: 3 clusters Score -3752142 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -3752599.000000 Penalty: 5053.280273
	Iteration 7Q: 3 clusters Score -3752599 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -3753144.500000 Penalty: 5053.280273
	Iteration 8Q: 3 clusters Score -3753144 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -3753887.250000 Penalty: 5053.280273
	Iteration 9Q: 3 clusters Score -3753887 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -3754907.750000 Penalty: 5053.280273
	Iteration 10F: 3 clusters Score -3754908 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -3756161.250000 Penalty: 5053.280273
	Iteration 11F: 3 clusters Score -3756161 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -3757349.500000 Penalty: 5053.280273
	Iteration 12F: 3 clusters Score -3757350 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -3758182.000000 Penalty: 5053.280273
	Iteration 13Q: 3 clusters Score -3758182 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -3758627.250000 Penalty: 5053.280273
	Iteration 14Q: 3 clusters Score -3758627 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -3758886.000000 Penalty: 5053.280273
	Iteration 15Q: 3 clusters Score -3758886 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -3759049.250000 Penalty: 5053.280273
	Iteration 16Q: 3 clusters Score -3759049 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -3759135.750000 Penalty: 5053.280273
	Iteration 17Q: 3 clusters Score -3759136 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -3759200.250000 Penalty: 5053.280273
	Iteration 18Q: 3 clusters Score -3759200 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -3759245.750000 Penalty: 5053.280273
	Iteration 19Q: 3 clusters Score -3759246 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -3759261.000000 Penalty: 5053.280273
	Iteration 20F: 3 clusters Score -3759261 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -3759291.750000 Penalty: 5053.280273
	Iteration 21Q: 3 clusters Score -3759292 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -3759326.250000 Penalty: 5053.280273
	Iteration 22Q: 3 clusters Score -3759326 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -3759374.000000 Penalty: 5053.280273
	Iteration 23Q: 3 clusters Score -3759374 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -3759425.000000 Penalty: 5053.280273
	Iteration 24Q: 3 clusters Score -3759425 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -3759472.250000 Penalty: 5053.280273
	Iteration 25Q: 3 clusters Score -3759472 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -3759474.750000 Penalty: 5053.280273
	Iteration 26Q: 3 clusters Score -3759475 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -3759502.000000 Penalty: 5053.280273
	Iteration 27Q: 3 clusters Score -3759502 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -3759515.250000 Penalty: 5053.280273
	Iteration 28Q: 3 clusters Score -3759515 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -3759545.500000 Penalty: 5053.280273
	Iteration 29Q: 3 clusters Score -3759546 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -3759577.000000 Penalty: 5053.280273
	Iteration 30Q: 3 clusters Score -3759577 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -3759600.750000 Penalty: 5053.280273
	Iteration 31Q: 3 clusters Score -3759601 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -3759615.250000 Penalty: 5053.280273
	Iteration 32Q: 3 clusters Score -3759615 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -3759635.750000 Penalty: 5053.280273
	Iteration 33Q: 3 clusters Score -3759636 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -3759666.000000 Penalty: 5053.280273
	Iteration 34Q: 3 clusters Score -3759666 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -3759694.250000 Penalty: 5053.280273
	Iteration 35Q: 3 clusters Score -3759694 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -3759703.000000 Penalty: 5053.280273
	Iteration 36Q: 3 clusters Score -3759703 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -3759719.000000 Penalty: 5053.280273
	Iteration 37Q: 3 clusters Score -3759719 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -3759764.000000 Penalty: 5053.280273
	Iteration 38Q: 3 clusters Score -3759764 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -3759792.250000 Penalty: 5053.280273
	Iteration 39Q: 3 clusters Score -3759792 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -3759812.000000 Penalty: 5053.280273
	Iteration 40F: 3 clusters Score -3759812 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -3759854.250000 Penalty: 5053.280273
	Iteration 41Q: 3 clusters Score -3759854 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -3759871.250000 Penalty: 5053.280273
	Iteration 42Q: 3 clusters Score -3759871 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -3759899.750000 Penalty: 5053.280273
	Iteration 43Q: 3 clusters Score -3759900 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -3759915.250000 Penalty: 5053.280273
	Iteration 44Q: 3 clusters Score -3759915 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -3759926.000000 Penalty: 5053.280273
	Iteration 45Q: 3 clusters Score -3759926 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -3759941.000000 Penalty: 5053.280273
	Iteration 46Q: 3 clusters Score -3759941 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -3759959.000000 Penalty: 5053.280273
	Iteration 47Q: 3 clusters Score -3759959 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -3759947.250000 Penalty: 5053.280273
	Iteration 48Q: 3 clusters Score -3759947 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -3759953.500000 Penalty: 5053.280273
	Iteration 49Q: 3 clusters Score -3759954 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -3759960.750000 Penalty: 5053.280273
	Iteration 50Q: 3 clusters Score -3759961 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -3759966.750000 Penalty: 5053.280273
	Iteration 51Q: 3 clusters Score -3759967 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -3759972.250000 Penalty: 5053.280273
	Iteration 52Q: 3 clusters Score -3759972 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -3759969.750000 Penalty: 5053.280273
	Iteration 53Q: 3 clusters Score -3759970 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -3759977.500000 Penalty: 5053.280273
	Iteration 54Q: 3 clusters Score -3759978 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -3759977.750000 Penalty: 5053.280273
	Iteration 55Q: 3 clusters Score -3759978 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -3759986.750000 Penalty: 5053.280273
	Iteration 56Q: 3 clusters Score -3759987 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -3759985.750000 Penalty: 5053.280273
	Iteration 57Q: 3 clusters Score -3759986 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -3759992.500000 Penalty: 5053.280273
	Iteration 58Q: 3 clusters Score -3759992 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -3759987.750000 Penalty: 5053.280273
	Iteration 59Q: 3 clusters Score -3759988 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -3759999.000000 Penalty: 5053.280273
	Iteration 60F: 3 clusters Score -3759999 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -3760002.500000 Penalty: 5053.280273
	Iteration 61Q: 3 clusters Score -3760002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -3760004.250000 Penalty: 5053.280273
	Iteration 62Q: 3 clusters Score -3760004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -3760005.250000 Penalty: 5053.280273
	Iteration 63Q: 3 clusters Score -3760005 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -3760000.000000 Penalty: 5053.280273
	Iteration 64Q: 3 clusters Score -3760000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -3759995.750000 Penalty: 5053.280273
	Iteration 65Q: 3 clusters Score -3759996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -3759995.750000 Penalty: 5053.280273
	Iteration 66Q: 3 clusters Score -3759996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -3759997.000000 Penalty: 5053.280273
	Iteration 67Q: 3 clusters Score -3759997 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -3760005.000000 Penalty: 5053.280273
	Iteration 68Q: 3 clusters Score -3760005 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -3760008.250000 Penalty: 5053.280273
	Iteration 69Q: 3 clusters Score -3760008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -3760005.250000 Penalty: 5053.280273
	Iteration 70Q: 3 clusters Score -3760005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -3760004.250000 Penalty: 5053.280273
	Iteration 71Q: 3 clusters Score -3760004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -3760006.500000 Penalty: 5053.280273
	Iteration 72Q: 3 clusters Score -3760006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -3760002.000000 Penalty: 5053.280273
	Iteration 73Q: 3 clusters Score -3760002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -3760008.000000 Penalty: 5053.280273
	Iteration 74Q: 3 clusters Score -3760008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -3760009.750000 Penalty: 5053.280273
	Iteration 75Q: 3 clusters Score -3760010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -3760005.750000 Penalty: 5053.280273
	Iteration 76Q: 3 clusters Score -3760006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -3760005.750000 Penalty: 5053.280273
	Iteration 77Q: 3 clusters Score -3760006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -3760008.750000 Penalty: 5053.280273
	Iteration 78Q: 3 clusters Score -3760009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -3760021.750000 Penalty: 5053.280273
	Iteration 79Q: 3 clusters Score -3760022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -3760017.250000 Penalty: 5053.280273
	Iteration 80F: 3 clusters Score -3760017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -3760030.000000 Penalty: 5053.280273
	Iteration 81Q: 3 clusters Score -3760030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -3760024.250000 Penalty: 5053.280273
	Iteration 82Q: 3 clusters Score -3760024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -3760031.000000 Penalty: 5053.280273
	Iteration 83Q: 3 clusters Score -3760031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -3760033.500000 Penalty: 5053.280273
	Iteration 84Q: 3 clusters Score -3760034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -3760028.000000 Penalty: 5053.280273
	Iteration 85Q: 3 clusters Score -3760028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -3760033.500000 Penalty: 5053.280273
	Iteration 86Q: 3 clusters Score -3760034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -3760038.750000 Penalty: 5053.280273
	Iteration 87Q: 3 clusters Score -3760039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -3760037.500000 Penalty: 5053.280273
	Iteration 88Q: 3 clusters Score -3760038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -3760037.500000 Penalty: 5053.280273
	Iteration 89Q: 3 clusters Score -3760038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -3760032.250000 Penalty: 5053.280273
	Iteration 90Q: 3 clusters Score -3760032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -3760033.500000 Penalty: 5053.280273
	Iteration 91Q: 3 clusters Score -3760034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -3760034.750000 Penalty: 5053.280273
	Iteration 92Q: 3 clusters Score -3760035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -3760038.750000 Penalty: 5053.280273
	Iteration 93Q: 3 clusters Score -3760039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -3760033.750000 Penalty: 5053.280273
	Iteration 94Q: 3 clusters Score -3760034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -3760038.250000 Penalty: 5053.280273
	Iteration 95Q: 3 clusters Score -3760038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -3760035.250000 Penalty: 5053.280273
	Iteration 96Q: 3 clusters Score -3760035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -3760042.500000 Penalty: 5053.280273
	Iteration 97Q: 3 clusters Score -3760042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -3760038.250000 Penalty: 5053.280273
	Iteration 98Q: 3 clusters Score -3760038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -3760032.250000 Penalty: 5053.280273
	Iteration 99Q: 3 clusters Score -3760032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -3760035.250000 Penalty: 5053.280273
	Iteration 100F: 3 clusters Score -3760035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -3760033.250000 Penalty: 5053.280273
	Iteration 101Q: 3 clusters Score -3760033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -3760033.250000 Penalty: 5053.280273
	Iteration 102Q: 3 clusters Score -3760033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -3760035.250000 Penalty: 5053.280273
	Iteration 103Q: 3 clusters Score -3760035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -3760035.250000 Penalty: 5053.280273
	Iteration 104F: 3 clusters Score -3760035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (36358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36358 members 
Entering Unmasked Estep 
Score: -5120100.500000 Penalty: 2604.290039
	Iteration 0F: 2 clusters Score -5120100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -5095303.500000 Penalty: 5208.580078
	Iteration 0F: 3 clusters Score -5095304 nChanged 16555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -5104376.500000 Penalty: 5208.580078
	Iteration 1F: 3 clusters Score -5104376 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -5104944.000000 Penalty: 5208.580078
	Iteration 2Q: 3 clusters Score -5104944 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -5105552.500000 Penalty: 5208.580078
	Iteration 3Q: 3 clusters Score -5105552 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -5106412.000000 Penalty: 5208.580078
	Iteration 4Q: 3 clusters Score -5106412 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -5107502.500000 Penalty: 5208.580078
	Iteration 5F: 3 clusters Score -5107502 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -5108999.500000 Penalty: 5208.580078
	Iteration 6F: 3 clusters Score -5109000 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -5110915.500000 Penalty: 5208.580078
	Iteration 7F: 3 clusters Score -5110916 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
Score: -5112942.000000 Penalty: 5208.580078
	Iteration 8F: 3 clusters Score -5112942 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -5114704.000000 Penalty: 5208.580078
	Iteration 9F: 3 clusters Score -5114704 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -5115975.000000 Penalty: 5208.580078
	Iteration 10Q: 3 clusters Score -5115975 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -5116821.000000 Penalty: 5208.580078
	Iteration 11Q: 3 clusters Score -5116821 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -5117271.500000 Penalty: 5208.580078
	Iteration 12Q: 3 clusters Score -5117272 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -5117492.500000 Penalty: 5208.580078
	Iteration 13Q: 3 clusters Score -5117492 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -5117617.000000 Penalty: 5208.580078
	Iteration 14Q: 3 clusters Score -5117617 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -5117693.500000 Penalty: 5208.580078
	Iteration 15Q: 3 clusters Score -5117694 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -5117735.500000 Penalty: 5208.580078
	Iteration 16Q: 3 clusters Score -5117736 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -5117773.500000 Penalty: 5208.580078
	Iteration 17Q: 3 clusters Score -5117774 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -5117803.000000 Penalty: 5208.580078
	Iteration 18Q: 3 clusters Score -5117803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -5117820.500000 Penalty: 5208.580078
	Iteration 19Q: 3 clusters Score -5117820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -5117835.000000 Penalty: 5208.580078
	Iteration 20F: 3 clusters Score -5117835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -5117846.500000 Penalty: 5208.580078
	Iteration 21Q: 3 clusters Score -5117846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
Score: -5117854.000000 Penalty: 5208.580078
	Iteration 22Q: 3 clusters Score -5117854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 36058 members 
Entering Unmasked Estep 
Score: -5117864.000000 Penalty: 5208.580078
	Iteration 23Q: 3 clusters Score -5117864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -5117866.000000 Penalty: 5208.580078
	Iteration 24Q: 3 clusters Score -5117866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -5117869.500000 Penalty: 5208.580078
	Iteration 25Q: 3 clusters Score -5117870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -5117869.500000 Penalty: 5208.580078
	Iteration 26F: 3 clusters Score -5117870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Entering Unmasked Estep 
Score: -110189.140625 Penalty: 1662.694824
	Iteration 0F: 2 clusters Score -110189.1 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 412 members 
Entering Unmasked Estep 
Score: -108377.546875 Penalty: 3325.389648
	Iteration 0F: 3 clusters Score -108377.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -108610.921875 Penalty: 3325.389648
	Iteration 1F: 3 clusters Score -108610.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -108710.710938 Penalty: 3325.389648
	Iteration 2F: 3 clusters Score -108710.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -108750.203125 Penalty: 3325.389648
	Iteration 3Q: 3 clusters Score -108750.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -108774.546875 Penalty: 3325.389648
	Iteration 4Q: 3 clusters Score -108774.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -108786.875000 Penalty: 3325.389648
	Iteration 5Q: 3 clusters Score -108786.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -108803.695312 Penalty: 3325.389648
	Iteration 6Q: 3 clusters Score -108803.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -108814.445312 Penalty: 3325.389648
	Iteration 7Q: 3 clusters Score -108814.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -108819.703125 Penalty: 3325.389648
	Iteration 8Q: 3 clusters Score -108819.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -108829.390625 Penalty: 3325.389648
	Iteration 9Q: 3 clusters Score -108829.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -108837.914062 Penalty: 3325.389648
	Iteration 10Q: 3 clusters Score -108837.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -108843.132812 Penalty: 3325.389648
	Iteration 11Q: 3 clusters Score -108843.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -108849.484375 Penalty: 3325.389648
	Iteration 12Q: 3 clusters Score -108849.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -108853.343750 Penalty: 3325.389648
	Iteration 13Q: 3 clusters Score -108853.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -108853.343750 Penalty: 3325.389648
	Iteration 14F: 3 clusters Score -108853.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Entering Unmasked Estep 
Score: -202911.828125 Penalty: 1812.850708
	Iteration 0F: 2 clusters Score -202911.8 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 747 members 
Entering Unmasked Estep 
Score: -200608.062500 Penalty: 3625.701416
	Iteration 0F: 3 clusters Score -200608.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -200985.031250 Penalty: 3625.701416
	Iteration 1F: 3 clusters Score -200985 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -201099.156250 Penalty: 3625.701416
	Iteration 2F: 3 clusters Score -201099.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -201163.171875 Penalty: 3625.701416
	Iteration 3Q: 3 clusters Score -201163.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -201205.406250 Penalty: 3625.701416
	Iteration 4Q: 3 clusters Score -201205.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -201236.562500 Penalty: 3625.701416
	Iteration 5Q: 3 clusters Score -201236.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -201260.312500 Penalty: 3625.701416
	Iteration 6Q: 3 clusters Score -201260.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -201277.437500 Penalty: 3625.701416
	Iteration 7Q: 3 clusters Score -201277.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -201290.281250 Penalty: 3625.701416
	Iteration 8Q: 3 clusters Score -201290.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -201297.515625 Penalty: 3625.701416
	Iteration 9Q: 3 clusters Score -201297.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -201304.890625 Penalty: 3625.701416
	Iteration 10Q: 3 clusters Score -201304.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -201313.281250 Penalty: 3625.701416
	Iteration 11Q: 3 clusters Score -201313.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -201320.656250 Penalty: 3625.701416
	Iteration 12Q: 3 clusters Score -201320.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -201327.812500 Penalty: 3625.701416
	Iteration 13Q: 3 clusters Score -201327.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -201331.453125 Penalty: 3625.701416
	Iteration 14Q: 3 clusters Score -201331.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -201333.968750 Penalty: 3625.701416
	Iteration 15Q: 3 clusters Score -201334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -201337.125000 Penalty: 3625.701416
	Iteration 16Q: 3 clusters Score -201337.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -201340.859375 Penalty: 3625.701416
	Iteration 17Q: 3 clusters Score -201340.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -201344.437500 Penalty: 3625.701416
	Iteration 18Q: 3 clusters Score -201344.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -201346.421875 Penalty: 3625.701416
	Iteration 19Q: 3 clusters Score -201346.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -201348.078125 Penalty: 3625.701416
	Iteration 20F: 3 clusters Score -201348.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -201351.531250 Penalty: 3625.701416
	Iteration 21Q: 3 clusters Score -201351.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -201359.437500 Penalty: 3625.701416
	Iteration 22Q: 3 clusters Score -201359.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -201365.984375 Penalty: 3625.701416
	Iteration 23Q: 3 clusters Score -201366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -201373.093750 Penalty: 3625.701416
	Iteration 24Q: 3 clusters Score -201373.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -201382.328125 Penalty: 3625.701416
	Iteration 25Q: 3 clusters Score -201382.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -201393.156250 Penalty: 3625.701416
	Iteration 26Q: 3 clusters Score -201393.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -201411.750000 Penalty: 3625.701416
	Iteration 27Q: 3 clusters Score -201411.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -201431.671875 Penalty: 3625.701416
	Iteration 28Q: 3 clusters Score -201431.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -201447.859375 Penalty: 3625.701416
	Iteration 29Q: 3 clusters Score -201447.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -201471.312500 Penalty: 3625.701416
	Iteration 30Q: 3 clusters Score -201471.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -201484.390625 Penalty: 3625.701416
	Iteration 31Q: 3 clusters Score -201484.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -201499.734375 Penalty: 3625.701416
	Iteration 32Q: 3 clusters Score -201499.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -201512.671875 Penalty: 3625.701416
	Iteration 33Q: 3 clusters Score -201512.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -201536.968750 Penalty: 3625.701416
	Iteration 34Q: 3 clusters Score -201537 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -201565.984375 Penalty: 3625.701416
	Iteration 35Q: 3 clusters Score -201566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -201602.140625 Penalty: 3625.701416
	Iteration 36Q: 3 clusters Score -201602.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -201635.656250 Penalty: 3625.701416
	Iteration 37Q: 3 clusters Score -201635.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -201692.671875 Penalty: 3625.701416
	Iteration 38Q: 3 clusters Score -201692.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -201749.671875 Penalty: 3625.701416
	Iteration 39Q: 3 clusters Score -201749.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -201807.515625 Penalty: 3625.701416
	Iteration 40F: 3 clusters Score -201807.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -201943.234375 Penalty: 3625.701416
	Iteration 41Q: 3 clusters Score -201943.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -202211.953125 Penalty: 3625.701416
	Iteration 42Q: 3 clusters Score -202212 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -202776.453125 Penalty: 3625.701416
	Iteration 43Q: 3 clusters Score -202776.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -203394.234375 Penalty: 3625.701416
	Iteration 44Q: 3 clusters Score -203394.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -203474.031250 Penalty: 3625.701416
	Iteration 45Q: 3 clusters Score -203474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -203578.890625 Penalty: 3625.701416
	Iteration 46Q: 3 clusters Score -203578.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -203659.203125 Penalty: 3625.701416
	Iteration 47Q: 3 clusters Score -203659.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -203802.875000 Penalty: 3625.701416
	Iteration 48Q: 3 clusters Score -203802.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -203814.890625 Penalty: 3625.701416
	Iteration 49Q: 3 clusters Score -203814.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -203833.265625 Penalty: 3625.701416
	Iteration 50Q: 3 clusters Score -203833.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -203833.265625 Penalty: 3625.701416
	Iteration 51F: 3 clusters Score -203833.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1189 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 24452 members 
Mstep: Class 5 contains 130150 members 
Mstep: Class 6 contains 169254 members 
Mstep: Class 7 contains 9171 members 
Mstep: Class 8 contains 26584 members 
Mstep: Class 9 contains 36358 members 
Mstep: Class 12 contains 816 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 163387 members 
Mstep: Class 15 contains 29284 members 
Mstep: Class 16 contains 3163 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 37926 members 
Mstep: Class 21 contains 168788 members 
Mstep: Class 22 contains 86249 members 
Mstep: Class 23 contains 66570 members 
Entering Unmasked Estep 
Score: -132649216.000000 Penalty: 68328.031250
Splitting cluster 13 changes total score from -132629048.000000 to -132649216.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 14 (163387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163387 members 
Entering Unmasked Estep 
Score: -22802178.000000 Penalty: 2976.961426
	Iteration 0F: 2 clusters Score -2.280218e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81692 members 
Mstep: Class 2 contains 81695 members 
Entering Unmasked Estep 
Score: -22695656.000000 Penalty: 5953.922852
	Iteration 0F: 3 clusters Score -2.269566e+07 nChanged 78251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82297 members 
Mstep: Class 2 contains 81090 members 
Entering Unmasked Estep 
Score: -22741700.000000 Penalty: 5953.922852
	Iteration 1F: 3 clusters Score -2.27417e+07 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82807 members 
Mstep: Class 2 contains 80580 members 
Entering Unmasked Estep 
Score: -22743124.000000 Penalty: 5953.922852
	Iteration 2Q: 3 clusters Score -2.274312e+07 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83761 members 
Mstep: Class 2 contains 79626 members 
Entering Unmasked Estep 
Score: -22745432.000000 Penalty: 5953.922852
	Iteration 3Q: 3 clusters Score -2.274543e+07 nChanged 7225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85452 members 
Mstep: Class 2 contains 77935 members 
Entering Unmasked Estep 
Score: -22748860.000000 Penalty: 5953.922852
	Iteration 4Q: 3 clusters Score -2.274886e+07 nChanged 9102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88468 members 
Mstep: Class 2 contains 74919 members 
Entering Unmasked Estep 
Score: -22754160.000000 Penalty: 5953.922852
	Iteration 5F: 3 clusters Score -2.275416e+07 nChanged 10895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92981 members 
Mstep: Class 2 contains 70406 members 
Entering Unmasked Estep 
Score: -22761798.000000 Penalty: 5953.922852
	Iteration 6F: 3 clusters Score -2.27618e+07 nChanged 12116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98717 members 
Mstep: Class 2 contains 64670 members 
Entering Unmasked Estep 
Score: -22771404.000000 Penalty: 5953.922852
	Iteration 7F: 3 clusters Score -2.27714e+07 nChanged 11418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104269 members 
Mstep: Class 2 contains 59118 members 
Entering Unmasked Estep 
Score: -22781004.000000 Penalty: 5953.922852
	Iteration 8F: 3 clusters Score -2.2781e+07 nChanged 9019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108736 members 
Mstep: Class 2 contains 54651 members 
Entering Unmasked Estep 
Score: -22787204.000000 Penalty: 5953.922852
	Iteration 9F: 3 clusters Score -2.27872e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112358 members 
Mstep: Class 2 contains 51029 members 
Entering Unmasked Estep 
Score: -22790130.000000 Penalty: 5953.922852
	Iteration 10Q: 3 clusters Score -2.279013e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115597 members 
Mstep: Class 2 contains 47790 members 
Entering Unmasked Estep 
Score: -22792080.000000 Penalty: 5953.922852
	Iteration 11Q: 3 clusters Score -2.279208e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118478 members 
Mstep: Class 2 contains 44909 members 
Entering Unmasked Estep 
Score: -22793334.000000 Penalty: 5953.922852
	Iteration 12Q: 3 clusters Score -2.279333e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121112 members 
Mstep: Class 2 contains 42275 members 
Entering Unmasked Estep 
Score: -22794398.000000 Penalty: 5953.922852
	Iteration 13Q: 3 clusters Score -2.27944e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123520 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -22795186.000000 Penalty: 5953.922852
	Iteration 14Q: 3 clusters Score -2.279519e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125851 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -22795916.000000 Penalty: 5953.922852
	Iteration 15Q: 3 clusters Score -2.279592e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128047 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
Score: -22796578.000000 Penalty: 5953.922852
	Iteration 16Q: 3 clusters Score -2.279658e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130151 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -22797156.000000 Penalty: 5953.922852
	Iteration 17Q: 3 clusters Score -2.279716e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132160 members 
Mstep: Class 2 contains 31227 members 
Entering Unmasked Estep 
Score: -22797542.000000 Penalty: 5953.922852
	Iteration 18Q: 3 clusters Score -2.279754e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134053 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -22798008.000000 Penalty: 5953.922852
	Iteration 19Q: 3 clusters Score -2.279801e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135885 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -22798432.000000 Penalty: 5953.922852
	Iteration 20F: 3 clusters Score -2.279843e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137617 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -22798840.000000 Penalty: 5953.922852
	Iteration 21Q: 3 clusters Score -2.279884e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139300 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -22799246.000000 Penalty: 5953.922852
	Iteration 22Q: 3 clusters Score -2.279925e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140849 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -22799646.000000 Penalty: 5953.922852
	Iteration 23Q: 3 clusters Score -2.279965e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142272 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -22799678.000000 Penalty: 5953.922852
	Iteration 24Q: 3 clusters Score -2.279968e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143548 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -22799850.000000 Penalty: 5953.922852
	Iteration 25Q: 3 clusters Score -2.279985e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144783 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -22800208.000000 Penalty: 5953.922852
	Iteration 26Q: 3 clusters Score -2.280021e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145957 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -22800370.000000 Penalty: 5953.922852
	Iteration 27Q: 3 clusters Score -2.280037e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147059 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -22800586.000000 Penalty: 5953.922852
	Iteration 28Q: 3 clusters Score -2.280059e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148091 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -22800748.000000 Penalty: 5953.922852
	Iteration 29Q: 3 clusters Score -2.280075e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149057 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -22801006.000000 Penalty: 5953.922852
	Iteration 30Q: 3 clusters Score -2.280101e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149951 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -22801094.000000 Penalty: 5953.922852
	Iteration 31Q: 3 clusters Score -2.280109e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150765 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -22801312.000000 Penalty: 5953.922852
	Iteration 32Q: 3 clusters Score -2.280131e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151527 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -22801392.000000 Penalty: 5953.922852
	Iteration 33Q: 3 clusters Score -2.280139e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152210 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -22801454.000000 Penalty: 5953.922852
	Iteration 34Q: 3 clusters Score -2.280145e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152828 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -22801642.000000 Penalty: 5953.922852
	Iteration 35Q: 3 clusters Score -2.280164e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153397 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -22801712.000000 Penalty: 5953.922852
	Iteration 36Q: 3 clusters Score -2.280171e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153884 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -22801748.000000 Penalty: 5953.922852
	Iteration 37Q: 3 clusters Score -2.280175e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154370 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -22801812.000000 Penalty: 5953.922852
	Iteration 38Q: 3 clusters Score -2.280181e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154805 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -22801864.000000 Penalty: 5953.922852
	Iteration 39Q: 3 clusters Score -2.280186e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155229 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -22801870.000000 Penalty: 5953.922852
	Iteration 40F: 3 clusters Score -2.280187e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155634 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -22801862.000000 Penalty: 5953.922852
	Iteration 41Q: 3 clusters Score -2.280186e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156011 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -22801906.000000 Penalty: 5953.922852
	Iteration 42Q: 3 clusters Score -2.280191e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156335 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -22801838.000000 Penalty: 5953.922852
	Iteration 43Q: 3 clusters Score -2.280184e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156641 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -22801830.000000 Penalty: 5953.922852
	Iteration 44Q: 3 clusters Score -2.280183e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156927 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -22801786.000000 Penalty: 5953.922852
	Iteration 45Q: 3 clusters Score -2.280179e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157180 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -22801792.000000 Penalty: 5953.922852
	Iteration 46Q: 3 clusters Score -2.280179e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157428 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -22801718.000000 Penalty: 5953.922852
	Iteration 47Q: 3 clusters Score -2.280172e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157639 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -22801698.000000 Penalty: 5953.922852
	Iteration 48Q: 3 clusters Score -2.28017e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157825 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -22801678.000000 Penalty: 5953.922852
	Iteration 49Q: 3 clusters Score -2.280168e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157998 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -22801690.000000 Penalty: 5953.922852
	Iteration 50Q: 3 clusters Score -2.280169e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158171 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -22801634.000000 Penalty: 5953.922852
	Iteration 51Q: 3 clusters Score -2.280163e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158345 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -22801624.000000 Penalty: 5953.922852
	Iteration 52Q: 3 clusters Score -2.280162e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158497 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -22801590.000000 Penalty: 5953.922852
	Iteration 53Q: 3 clusters Score -2.280159e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158639 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -22801538.000000 Penalty: 5953.922852
	Iteration 54Q: 3 clusters Score -2.280154e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158760 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -22801504.000000 Penalty: 5953.922852
	Iteration 55Q: 3 clusters Score -2.28015e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158869 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -22801468.000000 Penalty: 5953.922852
	Iteration 56Q: 3 clusters Score -2.280147e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158976 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -22801474.000000 Penalty: 5953.922852
	Iteration 57Q: 3 clusters Score -2.280147e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159083 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -22801454.000000 Penalty: 5953.922852
	Iteration 58Q: 3 clusters Score -2.280145e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159184 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -22801448.000000 Penalty: 5953.922852
	Iteration 59Q: 3 clusters Score -2.280145e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159272 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -22801436.000000 Penalty: 5953.922852
	Iteration 60F: 3 clusters Score -2.280144e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159345 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -22801420.000000 Penalty: 5953.922852
	Iteration 61Q: 3 clusters Score -2.280142e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159413 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -22801444.000000 Penalty: 5953.922852
	Iteration 62Q: 3 clusters Score -2.280144e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159473 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -22801430.000000 Penalty: 5953.922852
	Iteration 63Q: 3 clusters Score -2.280143e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159532 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -22801430.000000 Penalty: 5953.922852
	Iteration 64Q: 3 clusters Score -2.280143e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159582 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -22801400.000000 Penalty: 5953.922852
	Iteration 65Q: 3 clusters Score -2.28014e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159629 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -22801386.000000 Penalty: 5953.922852
	Iteration 66Q: 3 clusters Score -2.280139e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159667 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -22801376.000000 Penalty: 5953.922852
	Iteration 67Q: 3 clusters Score -2.280138e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159703 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -22801348.000000 Penalty: 5953.922852
	Iteration 68Q: 3 clusters Score -2.280135e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159739 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -22801350.000000 Penalty: 5953.922852
	Iteration 69Q: 3 clusters Score -2.280135e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159775 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -22801332.000000 Penalty: 5953.922852
	Iteration 70Q: 3 clusters Score -2.280133e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159820 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -22801324.000000 Penalty: 5953.922852
	Iteration 71Q: 3 clusters Score -2.280132e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159861 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -22801334.000000 Penalty: 5953.922852
	Iteration 72Q: 3 clusters Score -2.280133e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159900 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -22801312.000000 Penalty: 5953.922852
	Iteration 73Q: 3 clusters Score -2.280131e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159945 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -22801342.000000 Penalty: 5953.922852
	Iteration 74Q: 3 clusters Score -2.280134e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159986 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -22801340.000000 Penalty: 5953.922852
	Iteration 75Q: 3 clusters Score -2.280134e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160015 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -22801366.000000 Penalty: 5953.922852
	Iteration 76Q: 3 clusters Score -2.280137e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160040 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -22801330.000000 Penalty: 5953.922852
	Iteration 77Q: 3 clusters Score -2.280133e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160064 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -22801312.000000 Penalty: 5953.922852
	Iteration 78Q: 3 clusters Score -2.280131e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160078 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -22801320.000000 Penalty: 5953.922852
	Iteration 79Q: 3 clusters Score -2.280132e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160099 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -22801310.000000 Penalty: 5953.922852
	Iteration 80F: 3 clusters Score -2.280131e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160117 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -22801316.000000 Penalty: 5953.922852
	Iteration 81Q: 3 clusters Score -2.280132e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160138 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -22801304.000000 Penalty: 5953.922852
	Iteration 82Q: 3 clusters Score -2.28013e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160158 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -22801312.000000 Penalty: 5953.922852
	Iteration 83Q: 3 clusters Score -2.280131e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160177 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -22801278.000000 Penalty: 5953.922852
	Iteration 84Q: 3 clusters Score -2.280128e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160194 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -22801258.000000 Penalty: 5953.922852
	Iteration 85Q: 3 clusters Score -2.280126e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160212 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -22801292.000000 Penalty: 5953.922852
	Iteration 86Q: 3 clusters Score -2.280129e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160231 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -22801302.000000 Penalty: 5953.922852
	Iteration 87Q: 3 clusters Score -2.28013e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160247 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -22801270.000000 Penalty: 5953.922852
	Iteration 88Q: 3 clusters Score -2.280127e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160267 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -22801278.000000 Penalty: 5953.922852
	Iteration 89Q: 3 clusters Score -2.280128e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160290 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -22801282.000000 Penalty: 5953.922852
	Iteration 90Q: 3 clusters Score -2.280128e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160314 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -22801286.000000 Penalty: 5953.922852
	Iteration 91Q: 3 clusters Score -2.280129e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160344 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -22801276.000000 Penalty: 5953.922852
	Iteration 92Q: 3 clusters Score -2.280128e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160369 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -22801254.000000 Penalty: 5953.922852
	Iteration 93Q: 3 clusters Score -2.280125e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160393 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -22801236.000000 Penalty: 5953.922852
	Iteration 94Q: 3 clusters Score -2.280124e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160419 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -22801234.000000 Penalty: 5953.922852
	Iteration 95Q: 3 clusters Score -2.280123e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160447 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -22801188.000000 Penalty: 5953.922852
	Iteration 96Q: 3 clusters Score -2.280119e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160477 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -22801158.000000 Penalty: 5953.922852
	Iteration 97Q: 3 clusters Score -2.280116e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160502 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -22801158.000000 Penalty: 5953.922852
	Iteration 98Q: 3 clusters Score -2.280116e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160527 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -22801158.000000 Penalty: 5953.922852
	Iteration 99Q: 3 clusters Score -2.280116e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160553 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -22801152.000000 Penalty: 5953.922852
	Iteration 100F: 3 clusters Score -2.280115e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160582 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -22801150.000000 Penalty: 5953.922852
	Iteration 101Q: 3 clusters Score -2.280115e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160609 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -22801148.000000 Penalty: 5953.922852
	Iteration 102Q: 3 clusters Score -2.280115e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160632 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -22801166.000000 Penalty: 5953.922852
	Iteration 103Q: 3 clusters Score -2.280117e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160649 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -22801140.000000 Penalty: 5953.922852
	Iteration 104Q: 3 clusters Score -2.280114e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160665 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -22801138.000000 Penalty: 5953.922852
	Iteration 105Q: 3 clusters Score -2.280114e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160681 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -22801126.000000 Penalty: 5953.922852
	Iteration 106Q: 3 clusters Score -2.280113e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160688 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -22801120.000000 Penalty: 5953.922852
	Iteration 107Q: 3 clusters Score -2.280112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160693 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -22801120.000000 Penalty: 5953.922852
	Iteration 108Q: 3 clusters Score -2.280112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160696 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -22801120.000000 Penalty: 5953.922852
	Iteration 109Q: 3 clusters Score -2.280112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160701 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -22801106.000000 Penalty: 5953.922852
	Iteration 110Q: 3 clusters Score -2.280111e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160706 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -22801110.000000 Penalty: 5953.922852
	Iteration 111Q: 3 clusters Score -2.280111e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160716 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -22801094.000000 Penalty: 5953.922852
	Iteration 112Q: 3 clusters Score -2.280109e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160726 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -22801074.000000 Penalty: 5953.922852
	Iteration 113Q: 3 clusters Score -2.280107e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160737 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -22801100.000000 Penalty: 5953.922852
	Iteration 114Q: 3 clusters Score -2.28011e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160750 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -22801110.000000 Penalty: 5953.922852
	Iteration 115Q: 3 clusters Score -2.280111e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160763 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -22801100.000000 Penalty: 5953.922852
	Iteration 116Q: 3 clusters Score -2.28011e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160777 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -22801098.000000 Penalty: 5953.922852
	Iteration 117Q: 3 clusters Score -2.28011e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160796 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -22801076.000000 Penalty: 5953.922852
	Iteration 118Q: 3 clusters Score -2.280108e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160812 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -22801060.000000 Penalty: 5953.922852
	Iteration 119Q: 3 clusters Score -2.280106e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160818 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -22801060.000000 Penalty: 5953.922852
	Iteration 120F: 3 clusters Score -2.280106e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160823 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -22801054.000000 Penalty: 5953.922852
	Iteration 121Q: 3 clusters Score -2.280105e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160829 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -22801052.000000 Penalty: 5953.922852
	Iteration 122Q: 3 clusters Score -2.280105e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160835 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -22801054.000000 Penalty: 5953.922852
	Iteration 123Q: 3 clusters Score -2.280105e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160836 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -22801044.000000 Penalty: 5953.922852
	Iteration 124Q: 3 clusters Score -2.280104e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160836 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -22801044.000000 Penalty: 5953.922852
	Iteration 125F: 3 clusters Score -2.280104e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Entering Unmasked Estep 
Score: -4160946.500000 Penalty: 2550.629639
	Iteration 0F: 2 clusters Score -4160946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -4141018.750000 Penalty: 5101.259277
	Iteration 0F: 3 clusters Score -4141019 nChanged 13117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -4148090.000000 Penalty: 5101.259277
	Iteration 1F: 3 clusters Score -4148090 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -4148642.250000 Penalty: 5101.259277
	Iteration 2F: 3 clusters Score -4148642 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -4149204.500000 Penalty: 5101.259277
	Iteration 3Q: 3 clusters Score -4149204 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -4149769.250000 Penalty: 5101.259277
	Iteration 4Q: 3 clusters Score -4149769 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -4150326.250000 Penalty: 5101.259277
	Iteration 5Q: 3 clusters Score -4150326 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -4150898.250000 Penalty: 5101.259277
	Iteration 6Q: 3 clusters Score -4150898 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -4151618.750000 Penalty: 5101.259277
	Iteration 7Q: 3 clusters Score -4151619 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -4152461.750000 Penalty: 5101.259277
	Iteration 8Q: 3 clusters Score -4152462 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -4153436.500000 Penalty: 5101.259277
	Iteration 9F: 3 clusters Score -4153436 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -4154388.000000 Penalty: 5101.259277
	Iteration 10F: 3 clusters Score -4154388 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -4155107.750000 Penalty: 5101.259277
	Iteration 11Q: 3 clusters Score -4155108 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -4155508.750000 Penalty: 5101.259277
	Iteration 12Q: 3 clusters Score -4155509 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -4155705.250000 Penalty: 5101.259277
	Iteration 13Q: 3 clusters Score -4155705 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -4155813.500000 Penalty: 5101.259277
	Iteration 14Q: 3 clusters Score -4155814 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -4155885.500000 Penalty: 5101.259277
	Iteration 15Q: 3 clusters Score -4155886 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -4155933.750000 Penalty: 5101.259277
	Iteration 16Q: 3 clusters Score -4155934 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -4155977.750000 Penalty: 5101.259277
	Iteration 17Q: 3 clusters Score -4155978 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -4156022.250000 Penalty: 5101.259277
	Iteration 18Q: 3 clusters Score -4156022 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -4156052.500000 Penalty: 5101.259277
	Iteration 19Q: 3 clusters Score -4156052 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -4156072.000000 Penalty: 5101.259277
	Iteration 20F: 3 clusters Score -4156072 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -4156087.750000 Penalty: 5101.259277
	Iteration 21Q: 3 clusters Score -4156088 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -4156125.750000 Penalty: 5101.259277
	Iteration 22Q: 3 clusters Score -4156126 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -4156150.000000 Penalty: 5101.259277
	Iteration 23Q: 3 clusters Score -4156150 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -4156202.750000 Penalty: 5101.259277
	Iteration 24Q: 3 clusters Score -4156203 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -4156219.250000 Penalty: 5101.259277
	Iteration 25Q: 3 clusters Score -4156219 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -4156263.500000 Penalty: 5101.259277
	Iteration 26Q: 3 clusters Score -4156264 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -4156306.000000 Penalty: 5101.259277
	Iteration 27Q: 3 clusters Score -4156306 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -4156352.250000 Penalty: 5101.259277
	Iteration 28Q: 3 clusters Score -4156352 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -4156390.000000 Penalty: 5101.259277
	Iteration 29Q: 3 clusters Score -4156390 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -4156425.000000 Penalty: 5101.259277
	Iteration 30Q: 3 clusters Score -4156425 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -4156470.500000 Penalty: 5101.259277
	Iteration 31Q: 3 clusters Score -4156470 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -4156495.500000 Penalty: 5101.259277
	Iteration 32Q: 3 clusters Score -4156496 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -4156545.000000 Penalty: 5101.259277
	Iteration 33Q: 3 clusters Score -4156545 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -4156569.250000 Penalty: 5101.259277
	Iteration 34Q: 3 clusters Score -4156569 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -4156608.000000 Penalty: 5101.259277
	Iteration 35Q: 3 clusters Score -4156608 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -4156649.500000 Penalty: 5101.259277
	Iteration 36Q: 3 clusters Score -4156650 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -4156670.500000 Penalty: 5101.259277
	Iteration 37Q: 3 clusters Score -4156670 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -4156697.500000 Penalty: 5101.259277
	Iteration 38Q: 3 clusters Score -4156698 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -4156714.750000 Penalty: 5101.259277
	Iteration 39Q: 3 clusters Score -4156715 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -4156740.750000 Penalty: 5101.259277
	Iteration 40F: 3 clusters Score -4156741 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -4156770.500000 Penalty: 5101.259277
	Iteration 41Q: 3 clusters Score -4156770 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -4156810.000000 Penalty: 5101.259277
	Iteration 42Q: 3 clusters Score -4156810 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -4156849.000000 Penalty: 5101.259277
	Iteration 43Q: 3 clusters Score -4156849 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -4156898.500000 Penalty: 5101.259277
	Iteration 44Q: 3 clusters Score -4156898 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -4156951.000000 Penalty: 5101.259277
	Iteration 45Q: 3 clusters Score -4156951 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -4156988.000000 Penalty: 5101.259277
	Iteration 46Q: 3 clusters Score -4156988 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -4157012.750000 Penalty: 5101.259277
	Iteration 47Q: 3 clusters Score -4157013 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -4157065.250000 Penalty: 5101.259277
	Iteration 48Q: 3 clusters Score -4157065 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -4157118.000000 Penalty: 5101.259277
	Iteration 49Q: 3 clusters Score -4157118 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -4157161.750000 Penalty: 5101.259277
	Iteration 50Q: 3 clusters Score -4157162 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -4157219.750000 Penalty: 5101.259277
	Iteration 51Q: 3 clusters Score -4157220 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -4157285.250000 Penalty: 5101.259277
	Iteration 52Q: 3 clusters Score -4157285 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -4157335.500000 Penalty: 5101.259277
	Iteration 53Q: 3 clusters Score -4157336 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -4157395.750000 Penalty: 5101.259277
	Iteration 54Q: 3 clusters Score -4157396 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -4157438.750000 Penalty: 5101.259277
	Iteration 55Q: 3 clusters Score -4157439 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -4157480.500000 Penalty: 5101.259277
	Iteration 56Q: 3 clusters Score -4157480 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -4157520.500000 Penalty: 5101.259277
	Iteration 57Q: 3 clusters Score -4157520 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -4157568.750000 Penalty: 5101.259277
	Iteration 58Q: 3 clusters Score -4157569 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -4157620.500000 Penalty: 5101.259277
	Iteration 59Q: 3 clusters Score -4157620 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -4157655.500000 Penalty: 5101.259277
	Iteration 60F: 3 clusters Score -4157656 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -4157699.750000 Penalty: 5101.259277
	Iteration 61Q: 3 clusters Score -4157700 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -4157738.500000 Penalty: 5101.259277
	Iteration 62Q: 3 clusters Score -4157738 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -4157782.250000 Penalty: 5101.259277
	Iteration 63Q: 3 clusters Score -4157782 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -4157823.250000 Penalty: 5101.259277
	Iteration 64Q: 3 clusters Score -4157823 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -4157868.250000 Penalty: 5101.259277
	Iteration 65Q: 3 clusters Score -4157868 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -4157913.750000 Penalty: 5101.259277
	Iteration 66Q: 3 clusters Score -4157914 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -4157943.750000 Penalty: 5101.259277
	Iteration 67Q: 3 clusters Score -4157944 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -4157981.500000 Penalty: 5101.259277
	Iteration 68Q: 3 clusters Score -4157982 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -4158025.750000 Penalty: 5101.259277
	Iteration 69Q: 3 clusters Score -4158026 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -4158074.500000 Penalty: 5101.259277
	Iteration 70Q: 3 clusters Score -4158074 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -4158135.000000 Penalty: 5101.259277
	Iteration 71Q: 3 clusters Score -4158135 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -4158174.000000 Penalty: 5101.259277
	Iteration 72Q: 3 clusters Score -4158174 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -4158207.250000 Penalty: 5101.259277
	Iteration 73Q: 3 clusters Score -4158207 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -4158258.250000 Penalty: 5101.259277
	Iteration 74Q: 3 clusters Score -4158258 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -4158300.000000 Penalty: 5101.259277
	Iteration 75Q: 3 clusters Score -4158300 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -4158334.000000 Penalty: 5101.259277
	Iteration 76Q: 3 clusters Score -4158334 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -4158369.250000 Penalty: 5101.259277
	Iteration 77Q: 3 clusters Score -4158369 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -4158410.000000 Penalty: 5101.259277
	Iteration 78Q: 3 clusters Score -4158410 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -4158431.250000 Penalty: 5101.259277
	Iteration 79Q: 3 clusters Score -4158431 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -4158469.750000 Penalty: 5101.259277
	Iteration 80F: 3 clusters Score -4158470 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -4158501.250000 Penalty: 5101.259277
	Iteration 81Q: 3 clusters Score -4158501 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -4158520.500000 Penalty: 5101.259277
	Iteration 82Q: 3 clusters Score -4158520 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -4158544.750000 Penalty: 5101.259277
	Iteration 83Q: 3 clusters Score -4158545 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4158555.750000 Penalty: 5101.259277
	Iteration 84Q: 3 clusters Score -4158556 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4158579.250000 Penalty: 5101.259277
	Iteration 85Q: 3 clusters Score -4158579 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -4158596.750000 Penalty: 5101.259277
	Iteration 86Q: 3 clusters Score -4158597 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4158613.750000 Penalty: 5101.259277
	Iteration 87Q: 3 clusters Score -4158614 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4158620.000000 Penalty: 5101.259277
	Iteration 88Q: 3 clusters Score -4158620 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -4158636.750000 Penalty: 5101.259277
	Iteration 89Q: 3 clusters Score -4158637 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4158644.750000 Penalty: 5101.259277
	Iteration 90Q: 3 clusters Score -4158645 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4158650.750000 Penalty: 5101.259277
	Iteration 91Q: 3 clusters Score -4158651 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -4158653.250000 Penalty: 5101.259277
	Iteration 92Q: 3 clusters Score -4158653 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -4158661.750000 Penalty: 5101.259277
	Iteration 93Q: 3 clusters Score -4158662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -4158666.750000 Penalty: 5101.259277
	Iteration 94Q: 3 clusters Score -4158667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4158681.250000 Penalty: 5101.259277
	Iteration 95Q: 3 clusters Score -4158681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4158687.000000 Penalty: 5101.259277
	Iteration 96Q: 3 clusters Score -4158687 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4158691.000000 Penalty: 5101.259277
	Iteration 97Q: 3 clusters Score -4158691 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4158701.500000 Penalty: 5101.259277
	Iteration 98Q: 3 clusters Score -4158702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4158706.500000 Penalty: 5101.259277
	Iteration 99Q: 3 clusters Score -4158706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4158716.250000 Penalty: 5101.259277
	Iteration 100F: 3 clusters Score -4158716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4158723.000000 Penalty: 5101.259277
	Iteration 101Q: 3 clusters Score -4158723 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -4158735.000000 Penalty: 5101.259277
	Iteration 102Q: 3 clusters Score -4158735 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4158740.500000 Penalty: 5101.259277
	Iteration 103Q: 3 clusters Score -4158740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4158742.500000 Penalty: 5101.259277
	Iteration 104Q: 3 clusters Score -4158742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -4158746.250000 Penalty: 5101.259277
	Iteration 105Q: 3 clusters Score -4158746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4158746.750000 Penalty: 5101.259277
	Iteration 106Q: 3 clusters Score -4158747 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4158761.250000 Penalty: 5101.259277
	Iteration 107Q: 3 clusters Score -4158761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -4158756.750000 Penalty: 5101.259277
	Iteration 108Q: 3 clusters Score -4158757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -4158763.000000 Penalty: 5101.259277
	Iteration 109Q: 3 clusters Score -4158763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4158771.750000 Penalty: 5101.259277
	Iteration 110Q: 3 clusters Score -4158772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4158769.750000 Penalty: 5101.259277
	Iteration 111Q: 3 clusters Score -4158770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4158768.250000 Penalty: 5101.259277
	Iteration 112Q: 3 clusters Score -4158768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4158768.750000 Penalty: 5101.259277
	Iteration 113Q: 3 clusters Score -4158769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4158768.750000 Penalty: 5101.259277
	Iteration 114Q: 3 clusters Score -4158769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4158768.750000 Penalty: 5101.259277
	Iteration 115F: 3 clusters Score -4158769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Entering Unmasked Estep 
Score: -423306.281250 Penalty: 1998.700562
	Iteration 0F: 2 clusters Score -423306.3 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 1586 members 
Entering Unmasked Estep 
Score: -420027.375000 Penalty: 3997.401123
	Iteration 0F: 3 clusters Score -420027.4 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -420811.000000 Penalty: 3997.401123
	Iteration 1F: 3 clusters Score -420811 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -421179.218750 Penalty: 3997.401123
	Iteration 2F: 3 clusters Score -421179.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -421544.781250 Penalty: 3997.401123
	Iteration 3F: 3 clusters Score -421544.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -421827.906250 Penalty: 3997.401123
	Iteration 4F: 3 clusters Score -421827.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -422042.562500 Penalty: 3997.401123
	Iteration 5F: 3 clusters Score -422042.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -422189.375000 Penalty: 3997.401123
	Iteration 6Q: 3 clusters Score -422189.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -422314.843750 Penalty: 3997.401123
	Iteration 7Q: 3 clusters Score -422314.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -422455.312500 Penalty: 3997.401123
	Iteration 8Q: 3 clusters Score -422455.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -422551.093750 Penalty: 3997.401123
	Iteration 9Q: 3 clusters Score -422551.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -422607.062500 Penalty: 3997.401123
	Iteration 10Q: 3 clusters Score -422607.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -422633.843750 Penalty: 3997.401123
	Iteration 11Q: 3 clusters Score -422633.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -422648.937500 Penalty: 3997.401123
	Iteration 12Q: 3 clusters Score -422648.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -422662.125000 Penalty: 3997.401123
	Iteration 13Q: 3 clusters Score -422662.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -422687.750000 Penalty: 3997.401123
	Iteration 14Q: 3 clusters Score -422687.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -422717.718750 Penalty: 3997.401123
	Iteration 15Q: 3 clusters Score -422717.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -422732.187500 Penalty: 3997.401123
	Iteration 16Q: 3 clusters Score -422732.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -422745.343750 Penalty: 3997.401123
	Iteration 17Q: 3 clusters Score -422745.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -422748.281250 Penalty: 3997.401123
	Iteration 18Q: 3 clusters Score -422748.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -422751.718750 Penalty: 3997.401123
	Iteration 19Q: 3 clusters Score -422751.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -422753.656250 Penalty: 3997.401123
	Iteration 20F: 3 clusters Score -422753.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -422756.968750 Penalty: 3997.401123
	Iteration 21Q: 3 clusters Score -422757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -422758.093750 Penalty: 3997.401123
	Iteration 22Q: 3 clusters Score -422758.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -422758.093750 Penalty: 3997.401123
	Iteration 23F: 3 clusters Score -422758.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -111849.171875 Penalty: 1678.301025
	Iteration 0F: 2 clusters Score -111849.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -110050.531250 Penalty: 3356.602051
	Iteration 0F: 3 clusters Score -110050.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -110347.460938 Penalty: 3356.602051
	Iteration 1F: 3 clusters Score -110347.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -110497.070312 Penalty: 3356.602051
	Iteration 2F: 3 clusters Score -110497.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -110722.789062 Penalty: 3356.602051
	Iteration 3F: 3 clusters Score -110722.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -111233.078125 Penalty: 3356.602051
	Iteration 4F: 3 clusters Score -111233.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -112137.453125 Penalty: 3356.602051
	Iteration 5F: 3 clusters Score -112137.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -112853.007812 Penalty: 3356.602051
	Iteration 6F: 3 clusters Score -112853 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -113399.554688 Penalty: 3356.602051
	Iteration 7Q: 3 clusters Score -113399.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -113962.515625 Penalty: 3356.602051
	Iteration 8Q: 3 clusters Score -113962.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -114167.515625 Penalty: 3356.602051
	Iteration 9Q: 3 clusters Score -114167.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -114202.242188 Penalty: 3356.602051
	Iteration 10Q: 3 clusters Score -114202.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -114202.242188 Penalty: 3356.602051
	Iteration 11F: 3 clusters Score -114202.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1189 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 24452 members 
Mstep: Class 5 contains 130150 members 
Mstep: Class 6 contains 169254 members 
Mstep: Class 7 contains 9171 members 
Mstep: Class 8 contains 26584 members 
Mstep: Class 9 contains 36358 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 12 contains 816 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 163387 members 
Mstep: Class 15 contains 29284 members 
Mstep: Class 16 contains 3163 members 
Mstep: Class 18 contains 300 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 37926 members 
Mstep: Class 21 contains 168788 members 
Mstep: Class 22 contains 86249 members 
Mstep: Class 23 contains 66570 members 
Entering Unmasked Estep 
Score: -132649840.000000 Penalty: 71744.437500
Splitting cluster 18 changes total score from -132629048.000000 to -132649840.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 19 (3854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Entering Unmasked Estep 
Score: -531347.562500 Penalty: 2047.702881
	Iteration 0F: 2 clusters Score -531347.6 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 1949 members 
Entering Unmasked Estep 
Score: -527512.687500 Penalty: 4095.405762
	Iteration 0F: 3 clusters Score -527512.7 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -528401.500000 Penalty: 4095.405762
	Iteration 1F: 3 clusters Score -528401.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -528592.187500 Penalty: 4095.405762
	Iteration 2F: 3 clusters Score -528592.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -528768.562500 Penalty: 4095.405762
	Iteration 3F: 3 clusters Score -528768.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -528903.125000 Penalty: 4095.405762
	Iteration 4Q: 3 clusters Score -528903.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -529003.687500 Penalty: 4095.405762
	Iteration 5Q: 3 clusters Score -529003.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -529083.375000 Penalty: 4095.405762
	Iteration 6Q: 3 clusters Score -529083.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -529143.187500 Penalty: 4095.405762
	Iteration 7Q: 3 clusters Score -529143.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -529184.000000 Penalty: 4095.405762
	Iteration 8Q: 3 clusters Score -529184 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -529229.312500 Penalty: 4095.405762
	Iteration 9Q: 3 clusters Score -529229.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -529267.812500 Penalty: 4095.405762
	Iteration 10Q: 3 clusters Score -529267.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -529299.875000 Penalty: 4095.405762
	Iteration 11Q: 3 clusters Score -529299.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -529326.750000 Penalty: 4095.405762
	Iteration 12Q: 3 clusters Score -529326.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -529353.500000 Penalty: 4095.405762
	Iteration 13Q: 3 clusters Score -529353.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -529389.312500 Penalty: 4095.405762
	Iteration 14Q: 3 clusters Score -529389.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -529422.125000 Penalty: 4095.405762
	Iteration 15Q: 3 clusters Score -529422.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -529456.125000 Penalty: 4095.405762
	Iteration 16Q: 3 clusters Score -529456.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -529490.125000 Penalty: 4095.405762
	Iteration 17Q: 3 clusters Score -529490.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -529525.000000 Penalty: 4095.405762
	Iteration 18Q: 3 clusters Score -529525 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -529561.437500 Penalty: 4095.405762
	Iteration 19Q: 3 clusters Score -529561.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -529592.437500 Penalty: 4095.405762
	Iteration 20F: 3 clusters Score -529592.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -529632.500000 Penalty: 4095.405762
	Iteration 21Q: 3 clusters Score -529632.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -529673.687500 Penalty: 4095.405762
	Iteration 22Q: 3 clusters Score -529673.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -529726.000000 Penalty: 4095.405762
	Iteration 23Q: 3 clusters Score -529726 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -529769.625000 Penalty: 4095.405762
	Iteration 24Q: 3 clusters Score -529769.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -529810.750000 Penalty: 4095.405762
	Iteration 25Q: 3 clusters Score -529810.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -529843.812500 Penalty: 4095.405762
	Iteration 26Q: 3 clusters Score -529843.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -529858.500000 Penalty: 4095.405762
	Iteration 27Q: 3 clusters Score -529858.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -529863.500000 Penalty: 4095.405762
	Iteration 28Q: 3 clusters Score -529863.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -529872.187500 Penalty: 4095.405762
	Iteration 29Q: 3 clusters Score -529872.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -529879.375000 Penalty: 4095.405762
	Iteration 30Q: 3 clusters Score -529879.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -529886.687500 Penalty: 4095.405762
	Iteration 31Q: 3 clusters Score -529886.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -529892.812500 Penalty: 4095.405762
	Iteration 32Q: 3 clusters Score -529892.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -529897.687500 Penalty: 4095.405762
	Iteration 33Q: 3 clusters Score -529897.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -529899.812500 Penalty: 4095.405762
	Iteration 34Q: 3 clusters Score -529899.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -529903.187500 Penalty: 4095.405762
	Iteration 35Q: 3 clusters Score -529903.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -529905.875000 Penalty: 4095.405762
	Iteration 36Q: 3 clusters Score -529905.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -529910.000000 Penalty: 4095.405762
	Iteration 37Q: 3 clusters Score -529910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -529912.312500 Penalty: 4095.405762
	Iteration 38Q: 3 clusters Score -529912.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -529916.000000 Penalty: 4095.405762
	Iteration 39Q: 3 clusters Score -529916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -529917.875000 Penalty: 4095.405762
	Iteration 40F: 3 clusters Score -529917.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -529919.062500 Penalty: 4095.405762
	Iteration 41Q: 3 clusters Score -529919.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -529923.187500 Penalty: 4095.405762
	Iteration 42Q: 3 clusters Score -529923.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -529924.875000 Penalty: 4095.405762
	Iteration 43Q: 3 clusters Score -529924.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -529926.062500 Penalty: 4095.405762
	Iteration 44Q: 3 clusters Score -529926.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -529927.062500 Penalty: 4095.405762
	Iteration 45Q: 3 clusters Score -529927.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -529928.875000 Penalty: 4095.405762
	Iteration 46Q: 3 clusters Score -529928.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -529929.812500 Penalty: 4095.405762
	Iteration 47Q: 3 clusters Score -529929.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -529930.625000 Penalty: 4095.405762
	Iteration 48Q: 3 clusters Score -529930.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -529930.625000 Penalty: 4095.405762
	Iteration 49Q: 3 clusters Score -529930.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -529930.625000 Penalty: 4095.405762
	Iteration 50F: 3 clusters Score -529930.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Entering Unmasked Estep 
Score: -5172708.500000 Penalty: 2614.761230
	Iteration 0F: 2 clusters Score -5172708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -5146867.500000 Penalty: 5229.522461
	Iteration 0F: 3 clusters Score -5146868 nChanged 17402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -5157128.500000 Penalty: 5229.522461
	Iteration 1F: 3 clusters Score -5157128 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -5158685.500000 Penalty: 5229.522461
	Iteration 2F: 3 clusters Score -5158686 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -5160832.500000 Penalty: 5229.522461
	Iteration 3F: 3 clusters Score -5160832 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -5163315.500000 Penalty: 5229.522461
	Iteration 4F: 3 clusters Score -5163316 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -5165933.500000 Penalty: 5229.522461
	Iteration 5F: 3 clusters Score -5165934 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -5168277.000000 Penalty: 5229.522461
	Iteration 6F: 3 clusters Score -5168277 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -5170067.000000 Penalty: 5229.522461
	Iteration 7F: 3 clusters Score -5170067 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -5171140.000000 Penalty: 5229.522461
	Iteration 8Q: 3 clusters Score -5171140 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 33804 members 
Entering Unmasked Estep 
Score: -5171842.000000 Penalty: 5229.522461
	Iteration 9Q: 3 clusters Score -5171842 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -5172381.500000 Penalty: 5229.522461
	Iteration 10Q: 3 clusters Score -5172382 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -5172944.000000 Penalty: 5229.522461
	Iteration 11Q: 3 clusters Score -5172944 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -5173169.500000 Penalty: 5229.522461
	Iteration 12Q: 3 clusters Score -5173170 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 35533 members 
Entering Unmasked Estep 
Score: -5173287.500000 Penalty: 5229.522461
	Iteration 13Q: 3 clusters Score -5173288 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -5173347.500000 Penalty: 5229.522461
	Iteration 14Q: 3 clusters Score -5173348 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -5173386.500000 Penalty: 5229.522461
	Iteration 15Q: 3 clusters Score -5173386 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 35890 members 
Entering Unmasked Estep 
Score: -5173407.500000 Penalty: 5229.522461
	Iteration 16Q: 3 clusters Score -5173408 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -5173423.500000 Penalty: 5229.522461
	Iteration 17Q: 3 clusters Score -5173424 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -5173430.500000 Penalty: 5229.522461
	Iteration 18Q: 3 clusters Score -5173430 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -5173446.000000 Penalty: 5229.522461
	Iteration 19Q: 3 clusters Score -5173446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -5173444.000000 Penalty: 5229.522461
	Iteration 20F: 3 clusters Score -5173444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -5173452.000000 Penalty: 5229.522461
	Iteration 21Q: 3 clusters Score -5173452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -5173453.000000 Penalty: 5229.522461
	Iteration 22Q: 3 clusters Score -5173453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -5173455.500000 Penalty: 5229.522461
	Iteration 23Q: 3 clusters Score -5173456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
Score: -5173457.500000 Penalty: 5229.522461
	Iteration 24Q: 3 clusters Score -5173458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -5173458.500000 Penalty: 5229.522461
	Iteration 25Q: 3 clusters Score -5173458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -5173462.000000 Penalty: 5229.522461
	Iteration 26Q: 3 clusters Score -5173462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -5173468.500000 Penalty: 5229.522461
	Iteration 27Q: 3 clusters Score -5173468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -5173467.500000 Penalty: 5229.522461
	Iteration 28Q: 3 clusters Score -5173468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -5173465.500000 Penalty: 5229.522461
	Iteration 29Q: 3 clusters Score -5173466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -5173469.500000 Penalty: 5229.522461
	Iteration 30Q: 3 clusters Score -5173470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
Score: -5173468.000000 Penalty: 5229.522461
	Iteration 31Q: 3 clusters Score -5173468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -5173466.500000 Penalty: 5229.522461
	Iteration 32Q: 3 clusters Score -5173466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -5173464.500000 Penalty: 5229.522461
	Iteration 33Q: 3 clusters Score -5173464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -5173468.500000 Penalty: 5229.522461
	Iteration 34Q: 3 clusters Score -5173468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -5173468.500000 Penalty: 5229.522461
	Iteration 35F: 3 clusters Score -5173468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1189 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 24452 members 
Mstep: Class 5 contains 130150 members 
Mstep: Class 6 contains 169254 members 
Mstep: Class 7 contains 9171 members 
Mstep: Class 8 contains 26584 members 
Mstep: Class 9 contains 36358 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 36123 members 
Mstep: Class 12 contains 816 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 163387 members 
Mstep: Class 15 contains 29284 members 
Mstep: Class 16 contains 3163 members 
Mstep: Class 18 contains 300 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 1803 members 
Mstep: Class 21 contains 168788 members 
Mstep: Class 22 contains 86249 members 
Mstep: Class 23 contains 66570 members 
Entering Unmasked Estep 
Score: -132649504.000000 Penalty: 75160.835938
Splitting cluster 20 changes total score from -132629048.000000 to -132649504.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 21 (168788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168788 members 
Entering Unmasked Estep 
Score: -23578376.000000 Penalty: 2985.026855
	Iteration 0F: 2 clusters Score -2.357838e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84252 members 
Mstep: Class 2 contains 84536 members 
Entering Unmasked Estep 
Score: -23469562.000000 Penalty: 5970.053711
	Iteration 0F: 3 clusters Score -2.346956e+07 nChanged 80997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83131 members 
Mstep: Class 2 contains 85657 members 
Entering Unmasked Estep 
Score: -23516680.000000 Penalty: 5970.053711
	Iteration 1F: 3 clusters Score -2.351668e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82156 members 
Mstep: Class 2 contains 86632 members 
Entering Unmasked Estep 
Score: -23517456.000000 Penalty: 5970.053711
	Iteration 2Q: 3 clusters Score -2.351746e+07 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80655 members 
Mstep: Class 2 contains 88133 members 
Entering Unmasked Estep 
Score: -23518578.000000 Penalty: 5970.053711
	Iteration 3Q: 3 clusters Score -2.351858e+07 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78248 members 
Mstep: Class 2 contains 90540 members 
Entering Unmasked Estep 
Score: -23520446.000000 Penalty: 5970.053711
	Iteration 4Q: 3 clusters Score -2.352045e+07 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74480 members 
Mstep: Class 2 contains 94308 members 
Entering Unmasked Estep 
Score: -23523464.000000 Penalty: 5970.053711
	Iteration 5Q: 3 clusters Score -2.352346e+07 nChanged 8929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68795 members 
Mstep: Class 2 contains 99993 members 
Entering Unmasked Estep 
Score: -23528072.000000 Penalty: 5970.053711
	Iteration 6F: 3 clusters Score -2.352807e+07 nChanged 11090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60903 members 
Mstep: Class 2 contains 107885 members 
Entering Unmasked Estep 
Score: -23535476.000000 Penalty: 5970.053711
	Iteration 7F: 3 clusters Score -2.353548e+07 nChanged 12768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51089 members 
Mstep: Class 2 contains 117699 members 
Entering Unmasked Estep 
Score: -23545392.000000 Penalty: 5970.053711
	Iteration 8F: 3 clusters Score -2.354539e+07 nChanged 12502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 127449 members 
Entering Unmasked Estep 
Score: -23556710.000000 Penalty: 5970.053711
	Iteration 9F: 3 clusters Score -2.355671e+07 nChanged 9897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 134464 members 
Entering Unmasked Estep 
Score: -23565184.000000 Penalty: 5970.053711
	Iteration 10F: 3 clusters Score -2.356518e+07 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 138770 members 
Entering Unmasked Estep 
Score: -23569672.000000 Penalty: 5970.053711
	Iteration 11Q: 3 clusters Score -2.356967e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 141869 members 
Entering Unmasked Estep 
Score: -23572156.000000 Penalty: 5970.053711
	Iteration 12Q: 3 clusters Score -2.357216e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 144595 members 
Entering Unmasked Estep 
Score: -23573616.000000 Penalty: 5970.053711
	Iteration 13Q: 3 clusters Score -2.357362e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 146946 members 
Entering Unmasked Estep 
Score: -23574900.000000 Penalty: 5970.053711
	Iteration 14Q: 3 clusters Score -2.35749e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 149005 members 
Entering Unmasked Estep 
Score: -23575718.000000 Penalty: 5970.053711
	Iteration 15Q: 3 clusters Score -2.357572e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 150837 members 
Entering Unmasked Estep 
Score: -23576382.000000 Penalty: 5970.053711
	Iteration 16Q: 3 clusters Score -2.357638e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 152459 members 
Entering Unmasked Estep 
Score: -23576994.000000 Penalty: 5970.053711
	Iteration 17Q: 3 clusters Score -2.357699e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 153907 members 
Entering Unmasked Estep 
Score: -23577502.000000 Penalty: 5970.053711
	Iteration 18Q: 3 clusters Score -2.35775e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 155188 members 
Entering Unmasked Estep 
Score: -23577952.000000 Penalty: 5970.053711
	Iteration 19Q: 3 clusters Score -2.357795e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 156325 members 
Entering Unmasked Estep 
Score: -23578264.000000 Penalty: 5970.053711
	Iteration 20F: 3 clusters Score -2.357826e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 157300 members 
Entering Unmasked Estep 
Score: -23578480.000000 Penalty: 5970.053711
	Iteration 21Q: 3 clusters Score -2.357848e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 158191 members 
Entering Unmasked Estep 
Score: -23578606.000000 Penalty: 5970.053711
	Iteration 22Q: 3 clusters Score -2.357861e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 159001 members 
Entering Unmasked Estep 
Score: -23578742.000000 Penalty: 5970.053711
	Iteration 23Q: 3 clusters Score -2.357874e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 159722 members 
Entering Unmasked Estep 
Score: -23578660.000000 Penalty: 5970.053711
	Iteration 24Q: 3 clusters Score -2.357866e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 160316 members 
Entering Unmasked Estep 
Score: -23578596.000000 Penalty: 5970.053711
	Iteration 25Q: 3 clusters Score -2.35786e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 160831 members 
Entering Unmasked Estep 
Score: -23578612.000000 Penalty: 5970.053711
	Iteration 26Q: 3 clusters Score -2.357861e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 161302 members 
Entering Unmasked Estep 
Score: -23578578.000000 Penalty: 5970.053711
	Iteration 27Q: 3 clusters Score -2.357858e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 161742 members 
Entering Unmasked Estep 
Score: -23578476.000000 Penalty: 5970.053711
	Iteration 28Q: 3 clusters Score -2.357848e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 162153 members 
Entering Unmasked Estep 
Score: -23578508.000000 Penalty: 5970.053711
	Iteration 29Q: 3 clusters Score -2.357851e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 162521 members 
Entering Unmasked Estep 
Score: -23578510.000000 Penalty: 5970.053711
	Iteration 30Q: 3 clusters Score -2.357851e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 162821 members 
Entering Unmasked Estep 
Score: -23578486.000000 Penalty: 5970.053711
	Iteration 31Q: 3 clusters Score -2.357849e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 163089 members 
Entering Unmasked Estep 
Score: -23578408.000000 Penalty: 5970.053711
	Iteration 32Q: 3 clusters Score -2.357841e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 163352 members 
Entering Unmasked Estep 
Score: -23578350.000000 Penalty: 5970.053711
	Iteration 33Q: 3 clusters Score -2.357835e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 163581 members 
Entering Unmasked Estep 
Score: -23578260.000000 Penalty: 5970.053711
	Iteration 34Q: 3 clusters Score -2.357826e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 163806 members 
Entering Unmasked Estep 
Score: -23578166.000000 Penalty: 5970.053711
	Iteration 35Q: 3 clusters Score -2.357817e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 163994 members 
Entering Unmasked Estep 
Score: -23578100.000000 Penalty: 5970.053711
	Iteration 36Q: 3 clusters Score -2.35781e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 164158 members 
Entering Unmasked Estep 
Score: -23578040.000000 Penalty: 5970.053711
	Iteration 37Q: 3 clusters Score -2.357804e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 164300 members 
Entering Unmasked Estep 
Score: -23577948.000000 Penalty: 5970.053711
	Iteration 38Q: 3 clusters Score -2.357795e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 164419 members 
Entering Unmasked Estep 
Score: -23577932.000000 Penalty: 5970.053711
	Iteration 39Q: 3 clusters Score -2.357793e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 164537 members 
Entering Unmasked Estep 
Score: -23577884.000000 Penalty: 5970.053711
	Iteration 40F: 3 clusters Score -2.357788e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 164654 members 
Entering Unmasked Estep 
Score: -23577890.000000 Penalty: 5970.053711
	Iteration 41Q: 3 clusters Score -2.357789e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 164751 members 
Entering Unmasked Estep 
Score: -23577904.000000 Penalty: 5970.053711
	Iteration 42Q: 3 clusters Score -2.35779e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 164847 members 
Entering Unmasked Estep 
Score: -23577834.000000 Penalty: 5970.053711
	Iteration 43Q: 3 clusters Score -2.357783e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 164948 members 
Entering Unmasked Estep 
Score: -23577768.000000 Penalty: 5970.053711
	Iteration 44Q: 3 clusters Score -2.357777e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 165048 members 
Entering Unmasked Estep 
Score: -23577736.000000 Penalty: 5970.053711
	Iteration 45Q: 3 clusters Score -2.357774e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 165145 members 
Entering Unmasked Estep 
Score: -23577704.000000 Penalty: 5970.053711
	Iteration 46Q: 3 clusters Score -2.35777e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 165228 members 
Entering Unmasked Estep 
Score: -23577666.000000 Penalty: 5970.053711
	Iteration 47Q: 3 clusters Score -2.357767e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 165298 members 
Entering Unmasked Estep 
Score: -23577656.000000 Penalty: 5970.053711
	Iteration 48Q: 3 clusters Score -2.357766e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 165365 members 
Entering Unmasked Estep 
Score: -23577640.000000 Penalty: 5970.053711
	Iteration 49Q: 3 clusters Score -2.357764e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 165412 members 
Entering Unmasked Estep 
Score: -23577610.000000 Penalty: 5970.053711
	Iteration 50Q: 3 clusters Score -2.357761e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 165459 members 
Entering Unmasked Estep 
Score: -23577564.000000 Penalty: 5970.053711
	Iteration 51Q: 3 clusters Score -2.357756e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 165515 members 
Entering Unmasked Estep 
Score: -23577594.000000 Penalty: 5970.053711
	Iteration 52Q: 3 clusters Score -2.357759e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 165572 members 
Entering Unmasked Estep 
Score: -23577580.000000 Penalty: 5970.053711
	Iteration 53Q: 3 clusters Score -2.357758e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 165618 members 
Entering Unmasked Estep 
Score: -23577564.000000 Penalty: 5970.053711
	Iteration 54Q: 3 clusters Score -2.357756e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 165661 members 
Entering Unmasked Estep 
Score: -23577548.000000 Penalty: 5970.053711
	Iteration 55Q: 3 clusters Score -2.357755e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 165710 members 
Entering Unmasked Estep 
Score: -23577530.000000 Penalty: 5970.053711
	Iteration 56Q: 3 clusters Score -2.357753e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 165755 members 
Entering Unmasked Estep 
Score: -23577518.000000 Penalty: 5970.053711
	Iteration 57Q: 3 clusters Score -2.357752e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 165800 members 
Entering Unmasked Estep 
Score: -23577466.000000 Penalty: 5970.053711
	Iteration 58Q: 3 clusters Score -2.357747e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 165838 members 
Entering Unmasked Estep 
Score: -23577480.000000 Penalty: 5970.053711
	Iteration 59Q: 3 clusters Score -2.357748e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 165876 members 
Entering Unmasked Estep 
Score: -23577478.000000 Penalty: 5970.053711
	Iteration 60F: 3 clusters Score -2.357748e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 165917 members 
Entering Unmasked Estep 
Score: -23577448.000000 Penalty: 5970.053711
	Iteration 61Q: 3 clusters Score -2.357745e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 165955 members 
Entering Unmasked Estep 
Score: -23577450.000000 Penalty: 5970.053711
	Iteration 62Q: 3 clusters Score -2.357745e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 165992 members 
Entering Unmasked Estep 
Score: -23577454.000000 Penalty: 5970.053711
	Iteration 63Q: 3 clusters Score -2.357745e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 166031 members 
Entering Unmasked Estep 
Score: -23577446.000000 Penalty: 5970.053711
	Iteration 64Q: 3 clusters Score -2.357745e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 166061 members 
Entering Unmasked Estep 
Score: -23577422.000000 Penalty: 5970.053711
	Iteration 65Q: 3 clusters Score -2.357742e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 166091 members 
Entering Unmasked Estep 
Score: -23577422.000000 Penalty: 5970.053711
	Iteration 66Q: 3 clusters Score -2.357742e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 166123 members 
Entering Unmasked Estep 
Score: -23577410.000000 Penalty: 5970.053711
	Iteration 67Q: 3 clusters Score -2.357741e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 166141 members 
Entering Unmasked Estep 
Score: -23577406.000000 Penalty: 5970.053711
	Iteration 68Q: 3 clusters Score -2.357741e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 166159 members 
Entering Unmasked Estep 
Score: -23577424.000000 Penalty: 5970.053711
	Iteration 69Q: 3 clusters Score -2.357742e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 166182 members 
Entering Unmasked Estep 
Score: -23577406.000000 Penalty: 5970.053711
	Iteration 70Q: 3 clusters Score -2.357741e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 166193 members 
Entering Unmasked Estep 
Score: -23577394.000000 Penalty: 5970.053711
	Iteration 71Q: 3 clusters Score -2.357739e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 166202 members 
Entering Unmasked Estep 
Score: -23577402.000000 Penalty: 5970.053711
	Iteration 72Q: 3 clusters Score -2.35774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 166208 members 
Entering Unmasked Estep 
Score: -23577406.000000 Penalty: 5970.053711
	Iteration 73Q: 3 clusters Score -2.357741e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 166218 members 
Entering Unmasked Estep 
Score: -23577380.000000 Penalty: 5970.053711
	Iteration 74Q: 3 clusters Score -2.357738e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 166229 members 
Entering Unmasked Estep 
Score: -23577394.000000 Penalty: 5970.053711
	Iteration 75Q: 3 clusters Score -2.357739e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 166248 members 
Entering Unmasked Estep 
Score: -23577390.000000 Penalty: 5970.053711
	Iteration 76Q: 3 clusters Score -2.357739e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 166266 members 
Entering Unmasked Estep 
Score: -23577366.000000 Penalty: 5970.053711
	Iteration 77Q: 3 clusters Score -2.357737e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 166276 members 
Entering Unmasked Estep 
Score: -23577344.000000 Penalty: 5970.053711
	Iteration 78Q: 3 clusters Score -2.357734e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 166288 members 
Entering Unmasked Estep 
Score: -23577356.000000 Penalty: 5970.053711
	Iteration 79Q: 3 clusters Score -2.357736e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 166298 members 
Entering Unmasked Estep 
Score: -23577378.000000 Penalty: 5970.053711
	Iteration 80F: 3 clusters Score -2.357738e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 166310 members 
Entering Unmasked Estep 
Score: -23577384.000000 Penalty: 5970.053711
	Iteration 81Q: 3 clusters Score -2.357738e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 166323 members 
Entering Unmasked Estep 
Score: -23577378.000000 Penalty: 5970.053711
	Iteration 82Q: 3 clusters Score -2.357738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 166331 members 
Entering Unmasked Estep 
Score: -23577364.000000 Penalty: 5970.053711
	Iteration 83Q: 3 clusters Score -2.357736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 166336 members 
Entering Unmasked Estep 
Score: -23577358.000000 Penalty: 5970.053711
	Iteration 84Q: 3 clusters Score -2.357736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 166338 members 
Entering Unmasked Estep 
Score: -23577358.000000 Penalty: 5970.053711
	Iteration 85Q: 3 clusters Score -2.357736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 166341 members 
Entering Unmasked Estep 
Score: -23577360.000000 Penalty: 5970.053711
	Iteration 86Q: 3 clusters Score -2.357736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 166344 members 
Entering Unmasked Estep 
Score: -23577336.000000 Penalty: 5970.053711
	Iteration 87Q: 3 clusters Score -2.357734e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 166350 members 
Entering Unmasked Estep 
Score: -23577354.000000 Penalty: 5970.053711
	Iteration 88Q: 3 clusters Score -2.357735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 166352 members 
Entering Unmasked Estep 
Score: -23577344.000000 Penalty: 5970.053711
	Iteration 89Q: 3 clusters Score -2.357734e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 166352 members 
Entering Unmasked Estep 
Score: -23577344.000000 Penalty: 5970.053711
	Iteration 90F: 3 clusters Score -2.357734e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (86249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86249 members 
Entering Unmasked Estep 
Score: -12178983.000000 Penalty: 2818.518555
	Iteration 0F: 2 clusters Score -1.217898e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43436 members 
Mstep: Class 2 contains 42813 members 
Entering Unmasked Estep 
Score: -12121357.000000 Penalty: 5637.037109
	Iteration 0F: 3 clusters Score -1.212136e+07 nChanged 40534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46570 members 
Mstep: Class 2 contains 39679 members 
Entering Unmasked Estep 
Score: -12144931.000000 Penalty: 5637.037109
	Iteration 1F: 3 clusters Score -1.214493e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48791 members 
Mstep: Class 2 contains 37458 members 
Entering Unmasked Estep 
Score: -12146350.000000 Penalty: 5637.037109
	Iteration 2Q: 3 clusters Score -1.214635e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51933 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -12148256.000000 Penalty: 5637.037109
	Iteration 3F: 3 clusters Score -1.214826e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56181 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -12151303.000000 Penalty: 5637.037109
	Iteration 4F: 3 clusters Score -1.21513e+07 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61727 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -12155919.000000 Penalty: 5637.037109
	Iteration 5F: 3 clusters Score -1.215592e+07 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67738 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -12161558.000000 Penalty: 5637.037109
	Iteration 6F: 3 clusters Score -1.216156e+07 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73141 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -12166834.000000 Penalty: 5637.037109
	Iteration 7F: 3 clusters Score -1.216683e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77016 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -12170632.000000 Penalty: 5637.037109
	Iteration 8Q: 3 clusters Score -1.217063e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79487 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -12173056.000000 Penalty: 5637.037109
	Iteration 9Q: 3 clusters Score -1.217306e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80923 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -12174591.000000 Penalty: 5637.037109
	Iteration 10Q: 3 clusters Score -1.217459e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81751 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -12175468.000000 Penalty: 5637.037109
	Iteration 11Q: 3 clusters Score -1.217547e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82281 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -12175971.000000 Penalty: 5637.037109
	Iteration 12Q: 3 clusters Score -1.217597e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82620 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -12176235.000000 Penalty: 5637.037109
	Iteration 13Q: 3 clusters Score -1.217624e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82892 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -12176390.000000 Penalty: 5637.037109
	Iteration 14Q: 3 clusters Score -1.217639e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83108 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -12176490.000000 Penalty: 5637.037109
	Iteration 15Q: 3 clusters Score -1.217649e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83272 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -12176545.000000 Penalty: 5637.037109
	Iteration 16Q: 3 clusters Score -1.217654e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83409 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -12176597.000000 Penalty: 5637.037109
	Iteration 17Q: 3 clusters Score -1.21766e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83515 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -12176620.000000 Penalty: 5637.037109
	Iteration 18Q: 3 clusters Score -1.217662e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83627 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -12176663.000000 Penalty: 5637.037109
	Iteration 19Q: 3 clusters Score -1.217666e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83728 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -12176701.000000 Penalty: 5637.037109
	Iteration 20F: 3 clusters Score -1.21767e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83808 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -12176712.000000 Penalty: 5637.037109
	Iteration 21Q: 3 clusters Score -1.217671e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83880 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -12176746.000000 Penalty: 5637.037109
	Iteration 22Q: 3 clusters Score -1.217675e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83942 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -12176774.000000 Penalty: 5637.037109
	Iteration 23Q: 3 clusters Score -1.217677e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83993 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -12176770.000000 Penalty: 5637.037109
	Iteration 24Q: 3 clusters Score -1.217677e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84043 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -12176769.000000 Penalty: 5637.037109
	Iteration 25Q: 3 clusters Score -1.217677e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84086 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -12176767.000000 Penalty: 5637.037109
	Iteration 26Q: 3 clusters Score -1.217677e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84128 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -12176794.000000 Penalty: 5637.037109
	Iteration 27Q: 3 clusters Score -1.217679e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84172 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -12176798.000000 Penalty: 5637.037109
	Iteration 28Q: 3 clusters Score -1.21768e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84198 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -12176798.000000 Penalty: 5637.037109
	Iteration 29Q: 3 clusters Score -1.21768e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84225 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -12176802.000000 Penalty: 5637.037109
	Iteration 30Q: 3 clusters Score -1.21768e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84242 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -12176816.000000 Penalty: 5637.037109
	Iteration 31Q: 3 clusters Score -1.217682e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84266 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -12176830.000000 Penalty: 5637.037109
	Iteration 32Q: 3 clusters Score -1.217683e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84286 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -12176816.000000 Penalty: 5637.037109
	Iteration 33Q: 3 clusters Score -1.217682e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84295 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -12176831.000000 Penalty: 5637.037109
	Iteration 34Q: 3 clusters Score -1.217683e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84303 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -12176837.000000 Penalty: 5637.037109
	Iteration 35Q: 3 clusters Score -1.217684e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84310 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -12176845.000000 Penalty: 5637.037109
	Iteration 36Q: 3 clusters Score -1.217684e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84316 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -12176841.000000 Penalty: 5637.037109
	Iteration 37Q: 3 clusters Score -1.217684e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84324 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -12176835.000000 Penalty: 5637.037109
	Iteration 38Q: 3 clusters Score -1.217684e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84331 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -12176836.000000 Penalty: 5637.037109
	Iteration 39Q: 3 clusters Score -1.217684e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84341 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -12176830.000000 Penalty: 5637.037109
	Iteration 40F: 3 clusters Score -1.217683e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84346 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -12176824.000000 Penalty: 5637.037109
	Iteration 41Q: 3 clusters Score -1.217682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84351 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -12176825.000000 Penalty: 5637.037109
	Iteration 42Q: 3 clusters Score -1.217682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84356 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -12176815.000000 Penalty: 5637.037109
	Iteration 43Q: 3 clusters Score -1.217682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84360 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -12176831.000000 Penalty: 5637.037109
	Iteration 44Q: 3 clusters Score -1.217683e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84365 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -12176824.000000 Penalty: 5637.037109
	Iteration 45Q: 3 clusters Score -1.217682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84369 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -12176822.000000 Penalty: 5637.037109
	Iteration 46Q: 3 clusters Score -1.217682e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84376 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -12176810.000000 Penalty: 5637.037109
	Iteration 47Q: 3 clusters Score -1.217681e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84384 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -12176824.000000 Penalty: 5637.037109
	Iteration 48Q: 3 clusters Score -1.217682e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84393 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -12176821.000000 Penalty: 5637.037109
	Iteration 49Q: 3 clusters Score -1.217682e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84399 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -12176824.000000 Penalty: 5637.037109
	Iteration 50Q: 3 clusters Score -1.217682e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84406 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -12176828.000000 Penalty: 5637.037109
	Iteration 51Q: 3 clusters Score -1.217683e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84414 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -12176831.000000 Penalty: 5637.037109
	Iteration 52Q: 3 clusters Score -1.217683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84418 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -12176825.000000 Penalty: 5637.037109
	Iteration 53Q: 3 clusters Score -1.217682e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84420 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -12176832.000000 Penalty: 5637.037109
	Iteration 54Q: 3 clusters Score -1.217683e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84425 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -12176824.000000 Penalty: 5637.037109
	Iteration 55Q: 3 clusters Score -1.217682e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84431 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -12176837.000000 Penalty: 5637.037109
	Iteration 56Q: 3 clusters Score -1.217684e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84437 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -12176841.000000 Penalty: 5637.037109
	Iteration 57Q: 3 clusters Score -1.217684e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84441 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -12176840.000000 Penalty: 5637.037109
	Iteration 58Q: 3 clusters Score -1.217684e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84447 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -12176840.000000 Penalty: 5637.037109
	Iteration 59Q: 3 clusters Score -1.217684e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84456 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -12176846.000000 Penalty: 5637.037109
	Iteration 60F: 3 clusters Score -1.217685e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84462 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -12176837.000000 Penalty: 5637.037109
	Iteration 61Q: 3 clusters Score -1.217684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84467 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -12176846.000000 Penalty: 5637.037109
	Iteration 62Q: 3 clusters Score -1.217685e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84469 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -12176850.000000 Penalty: 5637.037109
	Iteration 63Q: 3 clusters Score -1.217685e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84471 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -12176855.000000 Penalty: 5637.037109
	Iteration 64Q: 3 clusters Score -1.217686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84477 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -12176861.000000 Penalty: 5637.037109
	Iteration 65Q: 3 clusters Score -1.217686e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84485 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -12176858.000000 Penalty: 5637.037109
	Iteration 66Q: 3 clusters Score -1.217686e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84490 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -12176854.000000 Penalty: 5637.037109
	Iteration 67Q: 3 clusters Score -1.217685e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84495 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -12176853.000000 Penalty: 5637.037109
	Iteration 68Q: 3 clusters Score -1.217685e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84501 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -12176859.000000 Penalty: 5637.037109
	Iteration 69Q: 3 clusters Score -1.217686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84506 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -12176862.000000 Penalty: 5637.037109
	Iteration 70Q: 3 clusters Score -1.217686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84509 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -12176868.000000 Penalty: 5637.037109
	Iteration 71Q: 3 clusters Score -1.217687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84511 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -12176863.000000 Penalty: 5637.037109
	Iteration 72Q: 3 clusters Score -1.217686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84513 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -12176861.000000 Penalty: 5637.037109
	Iteration 73Q: 3 clusters Score -1.217686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84517 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -12176866.000000 Penalty: 5637.037109
	Iteration 74Q: 3 clusters Score -1.217687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84519 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -12176870.000000 Penalty: 5637.037109
	Iteration 75Q: 3 clusters Score -1.217687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84520 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -12176864.000000 Penalty: 5637.037109
	Iteration 76Q: 3 clusters Score -1.217686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84522 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -12176866.000000 Penalty: 5637.037109
	Iteration 77Q: 3 clusters Score -1.217687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84523 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -12176858.000000 Penalty: 5637.037109
	Iteration 78Q: 3 clusters Score -1.217686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84524 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -12176868.000000 Penalty: 5637.037109
	Iteration 79Q: 3 clusters Score -1.217687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84526 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -12176863.000000 Penalty: 5637.037109
	Iteration 80F: 3 clusters Score -1.217686e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (66570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66570 members 
Entering Unmasked Estep 
Score: -9376667.000000 Penalty: 2754.290283
	Iteration 0F: 2 clusters Score -9376667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -9332038.000000 Penalty: 5508.580566
	Iteration 0F: 3 clusters Score -9332038 nChanged 31063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 33941 members 
Entering Unmasked Estep 
Score: -9349288.000000 Penalty: 5508.580566
	Iteration 1F: 3 clusters Score -9349288 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -9349736.000000 Penalty: 5508.580566
	Iteration 2Q: 3 clusters Score -9349736 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 35045 members 
Entering Unmasked Estep 
Score: -9350225.000000 Penalty: 5508.580566
	Iteration 3Q: 3 clusters Score -9350225 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -9350674.000000 Penalty: 5508.580566
	Iteration 4Q: 3 clusters Score -9350674 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -9351325.000000 Penalty: 5508.580566
	Iteration 5Q: 3 clusters Score -9351325 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -9352188.000000 Penalty: 5508.580566
	Iteration 6Q: 3 clusters Score -9352188 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
Score: -9353591.000000 Penalty: 5508.580566
	Iteration 7Q: 3 clusters Score -9353591 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -9356077.000000 Penalty: 5508.580566
	Iteration 8F: 3 clusters Score -9356077 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 51297 members 
Entering Unmasked Estep 
Score: -9360052.000000 Penalty: 5508.580566
	Iteration 9F: 3 clusters Score -9360052 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 56774 members 
Entering Unmasked Estep 
Score: -9365209.000000 Penalty: 5508.580566
	Iteration 10F: 3 clusters Score -9365209 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 61289 members 
Entering Unmasked Estep 
Score: -9369683.000000 Penalty: 5508.580566
	Iteration 11F: 3 clusters Score -9369683 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 64013 members 
Entering Unmasked Estep 
Score: -9372268.000000 Penalty: 5508.580566
	Iteration 12Q: 3 clusters Score -9372268 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 65258 members 
Entering Unmasked Estep 
Score: -9373500.000000 Penalty: 5508.580566
	Iteration 13Q: 3 clusters Score -9373500 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 65749 members 
Entering Unmasked Estep 
Score: -9373957.000000 Penalty: 5508.580566
	Iteration 14Q: 3 clusters Score -9373957 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 65931 members 
Entering Unmasked Estep 
Score: -9374203.000000 Penalty: 5508.580566
	Iteration 15Q: 3 clusters Score -9374203 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 66000 members 
Entering Unmasked Estep 
Score: -9374289.000000 Penalty: 5508.580566
	Iteration 16Q: 3 clusters Score -9374289 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 66032 members 
Entering Unmasked Estep 
Score: -9374343.000000 Penalty: 5508.580566
	Iteration 17Q: 3 clusters Score -9374343 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 66036 members 
Entering Unmasked Estep 
Score: -9374367.000000 Penalty: 5508.580566
	Iteration 18Q: 3 clusters Score -9374367 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 66050 members 
Entering Unmasked Estep 
Score: -9374373.000000 Penalty: 5508.580566
	Iteration 19Q: 3 clusters Score -9374373 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 66065 members 
Entering Unmasked Estep 
Score: -9374400.000000 Penalty: 5508.580566
	Iteration 20F: 3 clusters Score -9374400 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 66080 members 
Entering Unmasked Estep 
Score: -9374418.000000 Penalty: 5508.580566
	Iteration 21Q: 3 clusters Score -9374418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 66097 members 
Entering Unmasked Estep 
Score: -9374436.000000 Penalty: 5508.580566
	Iteration 22Q: 3 clusters Score -9374436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 66106 members 
Entering Unmasked Estep 
Score: -9374448.000000 Penalty: 5508.580566
	Iteration 23Q: 3 clusters Score -9374448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 66108 members 
Entering Unmasked Estep 
Score: -9374465.000000 Penalty: 5508.580566
	Iteration 24Q: 3 clusters Score -9374465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 66102 members 
Entering Unmasked Estep 
Score: -9374462.000000 Penalty: 5508.580566
	Iteration 25Q: 3 clusters Score -9374462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 66102 members 
Entering Unmasked Estep 
Score: -9374467.000000 Penalty: 5508.580566
	Iteration 26Q: 3 clusters Score -9374467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 66102 members 
Entering Unmasked Estep 
Score: -9374471.000000 Penalty: 5508.580566
	Iteration 27Q: 3 clusters Score -9374471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 66102 members 
Entering Unmasked Estep 
Score: -9374468.000000 Penalty: 5508.580566
	Iteration 28Q: 3 clusters Score -9374468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 66102 members 
Entering Unmasked Estep 
Score: -9374470.000000 Penalty: 5508.580566
	Iteration 29Q: 3 clusters Score -9374470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 66104 members 
Entering Unmasked Estep 
Score: -9374474.000000 Penalty: 5508.580566
	Iteration 30Q: 3 clusters Score -9374474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 66105 members 
Entering Unmasked Estep 
Score: -9374468.000000 Penalty: 5508.580566
	Iteration 31Q: 3 clusters Score -9374468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 66105 members 
Entering Unmasked Estep 
Score: -9374468.000000 Penalty: 5508.580566
	Iteration 32F: 3 clusters Score -9374468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 1189 members 
Mstep: Class 4 contains 24452 members 
Mstep: Class 5 contains 130150 members 
Mstep: Class 6 contains 169254 members 
Mstep: Class 7 contains 9171 members 
Mstep: Class 8 contains 26584 members 
Mstep: Class 9 contains 36358 members 
Mstep: Class 12 contains 816 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 163387 members 
Mstep: Class 15 contains 29284 members 
Mstep: Class 16 contains 3163 members 
Mstep: Class 18 contains 300 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 1803 members 
Mstep: Class 21 contains 168788 members 
Mstep: Class 22 contains 86249 members 
Mstep: Class 23 contains 66570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132652824.000000 Penalty: 75160.835938
Iteration 39Q: 23 clusters Score -1.326528e+08 nChanged 15595
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 1097 members 
Mstep: Class 4 contains 24865 members 
Mstep: Class 5 contains 134342 members 
Mstep: Class 6 contains 168104 members 
Mstep: Class 7 contains 9206 members 
Mstep: Class 8 contains 26998 members 
Mstep: Class 9 contains 34416 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 35870 members 
Mstep: Class 12 contains 811 members 
Mstep: Class 13 contains 409 members 
Mstep: Class 14 contains 162863 members 
Mstep: Class 15 contains 29389 members 
Mstep: Class 16 contains 3156 members 
Mstep: Class 18 contains 314 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 1804 members 
Mstep: Class 21 contains 168252 members 
Mstep: Class 22 contains 85576 members 
Mstep: Class 23 contains 66480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132661312.000000 Penalty: 75160.835938
Iteration 40F: 23 clusters Score -1.326613e+08 nChanged 15915
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 1201 members 
Mstep: Class 4 contains 25258 members 
Mstep: Class 5 contains 139400 members 
Mstep: Class 6 contains 166182 members 
Mstep: Class 7 contains 9120 members 
Mstep: Class 8 contains 27375 members 
Mstep: Class 9 contains 32322 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 36531 members 
Mstep: Class 12 contains 801 members 
Mstep: Class 13 contains 415 members 
Mstep: Class 14 contains 161922 members 
Mstep: Class 15 contains 29482 members 
Mstep: Class 16 contains 3160 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 1812 members 
Mstep: Class 21 contains 167493 members 
Mstep: Class 22 contains 84806 members 
Mstep: Class 23 contains 66357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132667848.000000 Penalty: 75160.835938
Iteration 41Q: 23 clusters Score -1.326678e+08 nChanged 14078
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 25663 members 
Mstep: Class 5 contains 143656 members 
Mstep: Class 6 contains 164609 members 
Mstep: Class 7 contains 9084 members 
Mstep: Class 8 contains 27711 members 
Mstep: Class 9 contains 30478 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 36913 members 
Mstep: Class 12 contains 796 members 
Mstep: Class 13 contains 420 members 
Mstep: Class 14 contains 161385 members 
Mstep: Class 15 contains 29477 members 
Mstep: Class 16 contains 3154 members 
Mstep: Class 18 contains 319 members 
Mstep: Class 19 contains 3853 members 
Mstep: Class 20 contains 1828 members 
Mstep: Class 21 contains 166942 members 
Mstep: Class 22 contains 84080 members 
Mstep: Class 23 contains 66184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132672624.000000 Penalty: 75160.835938
Iteration 42Q: 23 clusters Score -1.326726e+08 nChanged 12150
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 1287 members 
Mstep: Class 4 contains 26015 members 
Mstep: Class 5 contains 147316 members 
Mstep: Class 6 contains 163288 members 
Mstep: Class 7 contains 9056 members 
Mstep: Class 8 contains 28022 members 
Mstep: Class 9 contains 28726 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 37196 members 
Mstep: Class 12 contains 791 members 
Mstep: Class 13 contains 424 members 
Mstep: Class 14 contains 161144 members 
Mstep: Class 15 contains 29445 members 
Mstep: Class 16 contains 3146 members 
Mstep: Class 18 contains 322 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 1854 members 
Mstep: Class 21 contains 166481 members 
Mstep: Class 22 contains 83429 members 
Mstep: Class 23 contains 66012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132675616.000000 Penalty: 75160.835938
Iteration 43Q: 23 clusters Score -1.326756e+08 nChanged 10727
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 1300 members 
Mstep: Class 4 contains 26347 members 
Mstep: Class 5 contains 150475 members 
Mstep: Class 6 contains 162102 members 
Mstep: Class 7 contains 9007 members 
Mstep: Class 8 contains 28313 members 
Mstep: Class 9 contains 27110 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 37406 members 
Mstep: Class 12 contains 787 members 
Mstep: Class 13 contains 429 members 
Mstep: Class 14 contains 161280 members 
Mstep: Class 15 contains 29339 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 18 contains 326 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 1875 members 
Mstep: Class 21 contains 165906 members 
Mstep: Class 22 contains 82933 members 
Mstep: Class 23 contains 65878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132677544.000000 Penalty: 75160.835938
Iteration 44Q: 23 clusters Score -1.326775e+08 nChanged 9316
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 1307 members 
Mstep: Class 4 contains 26626 members 
Mstep: Class 5 contains 153363 members 
Mstep: Class 6 contains 160812 members 
Mstep: Class 7 contains 8948 members 
Mstep: Class 8 contains 28616 members 
Mstep: Class 9 contains 25664 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 37570 members 
Mstep: Class 12 contains 783 members 
Mstep: Class 13 contains 435 members 
Mstep: Class 14 contains 161651 members 
Mstep: Class 15 contains 29242 members 
Mstep: Class 16 contains 3128 members 
Mstep: Class 18 contains 328 members 
Mstep: Class 19 contains 3853 members 
Mstep: Class 20 contains 1892 members 
Mstep: Class 21 contains 165280 members 
Mstep: Class 22 contains 82554 members 
Mstep: Class 23 contains 65756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132681584.000000 Penalty: 75160.835938
Iteration 45Q: 23 clusters Score -1.326816e+08 nChanged 8511
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 1316 members 
Mstep: Class 4 contains 26882 members 
Mstep: Class 5 contains 155998 members 
Mstep: Class 6 contains 159466 members 
Mstep: Class 7 contains 8899 members 
Mstep: Class 8 contains 28883 members 
Mstep: Class 9 contains 24434 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 37709 members 
Mstep: Class 12 contains 774 members 
Mstep: Class 13 contains 444 members 
Mstep: Class 14 contains 162075 members 
Mstep: Class 15 contains 29139 members 
Mstep: Class 16 contains 3140 members 
Mstep: Class 18 contains 328 members 
Mstep: Class 19 contains 3853 members 
Mstep: Class 20 contains 1917 members 
Mstep: Class 21 contains 164663 members 
Mstep: Class 22 contains 82252 members 
Mstep: Class 23 contains 65636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132684464.000000 Penalty: 75160.835938
Iteration 46Q: 23 clusters Score -1.326845e+08 nChanged 8057
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 1324 members 
Mstep: Class 4 contains 27096 members 
Mstep: Class 5 contains 158618 members 
Mstep: Class 6 contains 157984 members 
Mstep: Class 7 contains 8855 members 
Mstep: Class 8 contains 29153 members 
Mstep: Class 9 contains 23396 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 37802 members 
Mstep: Class 12 contains 767 members 
Mstep: Class 13 contains 450 members 
Mstep: Class 14 contains 162497 members 
Mstep: Class 15 contains 29026 members 
Mstep: Class 16 contains 3157 members 
Mstep: Class 18 contains 328 members 
Mstep: Class 19 contains 3853 members 
Mstep: Class 20 contains 1949 members 
Mstep: Class 21 contains 164121 members 
Mstep: Class 22 contains 81932 members 
Mstep: Class 23 contains 65500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687032.000000 Penalty: 75160.835938
Iteration 47Q: 23 clusters Score -1.32687e+08 nChanged 8089
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 27259 members 
Mstep: Class 5 contains 161252 members 
Mstep: Class 6 contains 156315 members 
Mstep: Class 7 contains 8819 members 
Mstep: Class 8 contains 29395 members 
Mstep: Class 9 contains 22480 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 37904 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 454 members 
Mstep: Class 14 contains 162925 members 
Mstep: Class 15 contains 28904 members 
Mstep: Class 16 contains 3156 members 
Mstep: Class 18 contains 328 members 
Mstep: Class 19 contains 3852 members 
Mstep: Class 20 contains 1984 members 
Mstep: Class 21 contains 163638 members 
Mstep: Class 22 contains 81674 members 
Mstep: Class 23 contains 65378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688048.000000 Penalty: 75160.835938
Iteration 48Q: 23 clusters Score -1.32688e+08 nChanged 7935
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 1330 members 
Mstep: Class 4 contains 27373 members 
Mstep: Class 5 contains 163846 members 
Mstep: Class 6 contains 154569 members 
Mstep: Class 7 contains 8795 members 
Mstep: Class 8 contains 29621 members 
Mstep: Class 9 contains 21709 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 38019 members 
Mstep: Class 12 contains 763 members 
Mstep: Class 13 contains 456 members 
Mstep: Class 14 contains 163286 members 
Mstep: Class 15 contains 28810 members 
Mstep: Class 16 contains 3155 members 
Mstep: Class 18 contains 329 members 
Mstep: Class 19 contains 3852 members 
Mstep: Class 20 contains 2003 members 
Mstep: Class 21 contains 163222 members 
Mstep: Class 22 contains 81401 members 
Mstep: Class 23 contains 65269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688168.000000 Penalty: 75160.835938
Iteration 49Q: 23 clusters Score -1.326882e+08 nChanged 7856
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 1333 members 
Mstep: Class 4 contains 27487 members 
Mstep: Class 5 contains 166383 members 
Mstep: Class 6 contains 152646 members 
Mstep: Class 7 contains 8765 members 
Mstep: Class 8 contains 29838 members 
Mstep: Class 9 contains 21135 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 38129 members 
Mstep: Class 12 contains 760 members 
Mstep: Class 13 contains 458 members 
Mstep: Class 14 contains 163480 members 
Mstep: Class 15 contains 28710 members 
Mstep: Class 16 contains 3156 members 
Mstep: Class 18 contains 329 members 
Mstep: Class 19 contains 3851 members 
Mstep: Class 20 contains 2022 members 
Mstep: Class 21 contains 162980 members 
Mstep: Class 22 contains 81172 members 
Mstep: Class 23 contains 65174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132688192.000000 Penalty: 75160.835938
Iteration 50Q: 23 clusters Score -1.326882e+08 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 1332 members 
Mstep: Class 4 contains 27613 members 
Mstep: Class 5 contains 168763 members 
Mstep: Class 6 contains 150751 members 
Mstep: Class 7 contains 8743 members 
Mstep: Class 8 contains 30047 members 
Mstep: Class 9 contains 20632 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 38224 members 
Mstep: Class 12 contains 760 members 
Mstep: Class 13 contains 459 members 
Mstep: Class 14 contains 163534 members 
Mstep: Class 15 contains 28617 members 
Mstep: Class 16 contains 3161 members 
Mstep: Class 18 contains 329 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2044 members 
Mstep: Class 21 contains 162820 members 
Mstep: Class 22 contains 81042 members 
Mstep: Class 23 contains 65087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687584.000000 Penalty: 75160.835938
Iteration 51Q: 23 clusters Score -1.326876e+08 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 1335 members 
Mstep: Class 4 contains 27741 members 
Mstep: Class 5 contains 170885 members 
Mstep: Class 6 contains 148861 members 
Mstep: Class 7 contains 8717 members 
Mstep: Class 8 contains 30237 members 
Mstep: Class 9 contains 20236 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 38316 members 
Mstep: Class 12 contains 759 members 
Mstep: Class 13 contains 460 members 
Mstep: Class 14 contains 163460 members 
Mstep: Class 15 contains 28548 members 
Mstep: Class 16 contains 3162 members 
Mstep: Class 18 contains 328 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2084 members 
Mstep: Class 21 contains 162808 members 
Mstep: Class 22 contains 81002 members 
Mstep: Class 23 contains 65019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132687360.000000 Penalty: 75160.835938
Iteration 52Q: 23 clusters Score -1.326874e+08 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 1338 members 
Mstep: Class 4 contains 27860 members 
Mstep: Class 5 contains 172722 members 
Mstep: Class 6 contains 147042 members 
Mstep: Class 7 contains 8693 members 
Mstep: Class 8 contains 30436 members 
Mstep: Class 9 contains 19915 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 38408 members 
Mstep: Class 12 contains 758 members 
Mstep: Class 13 contains 461 members 
Mstep: Class 14 contains 163323 members 
Mstep: Class 15 contains 28487 members 
Mstep: Class 16 contains 3158 members 
Mstep: Class 18 contains 328 members 
Mstep: Class 19 contains 3849 members 
Mstep: Class 20 contains 2108 members 
Mstep: Class 21 contains 162923 members 
Mstep: Class 22 contains 81036 members 
Mstep: Class 23 contains 64963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132686408.000000 Penalty: 75160.835938
Iteration 53Q: 23 clusters Score -1.326864e+08 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 1340 members 
Mstep: Class 4 contains 27963 members 
Mstep: Class 5 contains 174267 members 
Mstep: Class 6 contains 145434 members 
Mstep: Class 7 contains 8666 members 
Mstep: Class 8 contains 30596 members 
Mstep: Class 9 contains 19699 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 38506 members 
Mstep: Class 12 contains 760 members 
Mstep: Class 13 contains 461 members 
Mstep: Class 14 contains 163012 members 
Mstep: Class 15 contains 28456 members 
Mstep: Class 16 contains 3159 members 
Mstep: Class 18 contains 328 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 163091 members 
Mstep: Class 22 contains 81156 members 
Mstep: Class 23 contains 64934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132685728.000000 Penalty: 75160.835938
Iteration 54Q: 23 clusters Score -1.326857e+08 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 1342 members 
Mstep: Class 4 contains 28092 members 
Mstep: Class 5 contains 175577 members 
Mstep: Class 6 contains 144050 members 
Mstep: Class 7 contains 8639 members 
Mstep: Class 8 contains 30709 members 
Mstep: Class 9 contains 19505 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 38588 members 
Mstep: Class 12 contains 760 members 
Mstep: Class 13 contains 461 members 
Mstep: Class 14 contains 162653 members 
Mstep: Class 15 contains 28430 members 
Mstep: Class 16 contains 3151 members 
Mstep: Class 18 contains 328 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2149 members 
Mstep: Class 21 contains 163363 members 
Mstep: Class 22 contains 81272 members 
Mstep: Class 23 contains 64889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132684840.000000 Penalty: 75160.835938
Iteration 55Q: 23 clusters Score -1.326848e+08 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 1347 members 
Mstep: Class 4 contains 28212 members 
Mstep: Class 5 contains 176608 members 
Mstep: Class 6 contains 142820 members 
Mstep: Class 7 contains 8599 members 
Mstep: Class 8 contains 30810 members 
Mstep: Class 9 contains 19363 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 38686 members 
Mstep: Class 12 contains 760 members 
Mstep: Class 13 contains 461 members 
Mstep: Class 14 contains 162272 members 
Mstep: Class 15 contains 28363 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 18 contains 328 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2168 members 
Mstep: Class 21 contains 163749 members 
Mstep: Class 22 contains 81416 members 
Mstep: Class 23 contains 64847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132684184.000000 Penalty: 75160.835938
Iteration 56Q: 23 clusters Score -1.326842e+08 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 1351 members 
Mstep: Class 4 contains 28342 members 
Mstep: Class 5 contains 177426 members 
Mstep: Class 6 contains 141790 members 
Mstep: Class 7 contains 8575 members 
Mstep: Class 8 contains 30896 members 
Mstep: Class 9 contains 19248 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 38756 members 
Mstep: Class 12 contains 761 members 
Mstep: Class 13 contains 461 members 
Mstep: Class 14 contains 161870 members 
Mstep: Class 15 contains 28332 members 
Mstep: Class 16 contains 3148 members 
Mstep: Class 18 contains 328 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2187 members 
Mstep: Class 21 contains 164168 members 
Mstep: Class 22 contains 81492 members 
Mstep: Class 23 contains 64827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132683504.000000 Penalty: 75160.835938
Iteration 57Q: 23 clusters Score -1.326835e+08 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 1357 members 
Mstep: Class 4 contains 28445 members 
Mstep: Class 5 contains 178024 members 
Mstep: Class 6 contains 140918 members 
Mstep: Class 7 contains 8558 members 
Mstep: Class 8 contains 30996 members 
Mstep: Class 9 contains 19164 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 38810 members 
Mstep: Class 12 contains 761 members 
Mstep: Class 13 contains 461 members 
Mstep: Class 14 contains 161495 members 
Mstep: Class 15 contains 28288 members 
Mstep: Class 16 contains 3154 members 
Mstep: Class 18 contains 328 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2210 members 
Mstep: Class 21 contains 164639 members 
Mstep: Class 22 contains 81555 members 
Mstep: Class 23 contains 64795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132682424.000000 Penalty: 75160.835938
Iteration 58Q: 23 clusters Score -1.326824e+08 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 4 contains 28546 members 
Mstep: Class 5 contains 178406 members 
Mstep: Class 6 contains 140156 members 
Mstep: Class 7 contains 8547 members 
Mstep: Class 8 contains 31094 members 
Mstep: Class 9 contains 19112 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 38859 members 
Mstep: Class 12 contains 761 members 
Mstep: Class 13 contains 461 members 
Mstep: Class 14 contains 161149 members 
Mstep: Class 15 contains 28243 members 
Mstep: Class 16 contains 3157 members 
Mstep: Class 18 contains 328 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2228 members 
Mstep: Class 21 contains 165078 members 
Mstep: Class 22 contains 81694 members 
Mstep: Class 23 contains 64776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132682000.000000 Penalty: 75160.835938
Iteration 59Q: 23 clusters Score -1.32682e+08 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 28625 members 
Mstep: Class 5 contains 178707 members 
Mstep: Class 6 contains 139508 members 
Mstep: Class 7 contains 8544 members 
Mstep: Class 8 contains 31199 members 
Mstep: Class 9 contains 19048 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 38898 members 
Mstep: Class 12 contains 761 members 
Mstep: Class 13 contains 461 members 
Mstep: Class 14 contains 160859 members 
Mstep: Class 15 contains 28197 members 
Mstep: Class 16 contains 3157 members 
Mstep: Class 18 contains 328 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2243 members 
Mstep: Class 21 contains 165491 members 
Mstep: Class 22 contains 81815 members 
Mstep: Class 23 contains 64753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132681384.000000 Penalty: 75160.835938
Iteration 60F: 23 clusters Score -1.326814e+08 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 1367 members 
Mstep: Class 4 contains 28694 members 
Mstep: Class 5 contains 178936 members 
Mstep: Class 6 contains 138948 members 
Mstep: Class 7 contains 8546 members 
Mstep: Class 8 contains 31261 members 
Mstep: Class 9 contains 18994 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 38940 members 
Mstep: Class 12 contains 757 members 
Mstep: Class 13 contains 466 members 
Mstep: Class 14 contains 160606 members 
Mstep: Class 15 contains 28155 members 
Mstep: Class 16 contains 3157 members 
Mstep: Class 18 contains 332 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2260 members 
Mstep: Class 21 contains 165842 members 
Mstep: Class 22 contains 81971 members 
Mstep: Class 23 contains 64727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132681456.000000 Penalty: 75160.835938
Iteration 61Q: 23 clusters Score -1.326815e+08 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 1370 members 
Mstep: Class 4 contains 28734 members 
Mstep: Class 5 contains 179095 members 
Mstep: Class 6 contains 138445 members 
Mstep: Class 7 contains 8539 members 
Mstep: Class 8 contains 31352 members 
Mstep: Class 9 contains 18953 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 38979 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 160404 members 
Mstep: Class 15 contains 28111 members 
Mstep: Class 16 contains 3163 members 
Mstep: Class 18 contains 339 members 
Mstep: Class 19 contains 3849 members 
Mstep: Class 20 contains 2273 members 
Mstep: Class 21 contains 166131 members 
Mstep: Class 22 contains 82147 members 
Mstep: Class 23 contains 64702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132681320.000000 Penalty: 75160.835938
Iteration 62Q: 23 clusters Score -1.326813e+08 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 1373 members 
Mstep: Class 4 contains 28767 members 
Mstep: Class 5 contains 179214 members 
Mstep: Class 6 contains 137964 members 
Mstep: Class 7 contains 8536 members 
Mstep: Class 8 contains 31451 members 
Mstep: Class 9 contains 18929 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39024 members 
Mstep: Class 12 contains 741 members 
Mstep: Class 13 contains 481 members 
Mstep: Class 14 contains 160322 members 
Mstep: Class 15 contains 28075 members 
Mstep: Class 16 contains 3166 members 
Mstep: Class 18 contains 345 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 2281 members 
Mstep: Class 21 contains 166271 members 
Mstep: Class 22 contains 82352 members 
Mstep: Class 23 contains 64669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132681080.000000 Penalty: 75160.835938
Iteration 63Q: 23 clusters Score -1.326811e+08 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 1373 members 
Mstep: Class 4 contains 28817 members 
Mstep: Class 5 contains 179302 members 
Mstep: Class 6 contains 137541 members 
Mstep: Class 7 contains 8530 members 
Mstep: Class 8 contains 31537 members 
Mstep: Class 9 contains 18903 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39067 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 489 members 
Mstep: Class 14 contains 160283 members 
Mstep: Class 15 contains 28045 members 
Mstep: Class 16 contains 3167 members 
Mstep: Class 18 contains 353 members 
Mstep: Class 19 contains 3846 members 
Mstep: Class 20 contains 2291 members 
Mstep: Class 21 contains 166343 members 
Mstep: Class 22 contains 82529 members 
Mstep: Class 23 contains 64659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132681032.000000 Penalty: 75160.835938
Iteration 64Q: 23 clusters Score -1.32681e+08 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 1373 members 
Mstep: Class 4 contains 28865 members 
Mstep: Class 5 contains 179363 members 
Mstep: Class 6 contains 137163 members 
Mstep: Class 7 contains 8539 members 
Mstep: Class 8 contains 31608 members 
Mstep: Class 9 contains 18871 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39118 members 
Mstep: Class 12 contains 721 members 
Mstep: Class 13 contains 502 members 
Mstep: Class 14 contains 160297 members 
Mstep: Class 15 contains 28014 members 
Mstep: Class 16 contains 3165 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 19 contains 3846 members 
Mstep: Class 20 contains 2303 members 
Mstep: Class 21 contains 166344 members 
Mstep: Class 22 contains 82715 members 
Mstep: Class 23 contains 64641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132680784.000000 Penalty: 75160.835938
Iteration 65Q: 23 clusters Score -1.326808e+08 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 1375 members 
Mstep: Class 4 contains 28912 members 
Mstep: Class 5 contains 179407 members 
Mstep: Class 6 contains 136823 members 
Mstep: Class 7 contains 8541 members 
Mstep: Class 8 contains 31660 members 
Mstep: Class 9 contains 18845 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39153 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 515 members 
Mstep: Class 14 contains 160377 members 
Mstep: Class 15 contains 28002 members 
Mstep: Class 16 contains 3163 members 
Mstep: Class 18 contains 368 members 
Mstep: Class 19 contains 3846 members 
Mstep: Class 20 contains 2310 members 
Mstep: Class 21 contains 166332 members 
Mstep: Class 22 contains 82852 members 
Mstep: Class 23 contains 64622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132680424.000000 Penalty: 75160.835938
Iteration 66Q: 23 clusters Score -1.326804e+08 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 28959 members 
Mstep: Class 5 contains 179471 members 
Mstep: Class 6 contains 136500 members 
Mstep: Class 7 contains 8542 members 
Mstep: Class 8 contains 31709 members 
Mstep: Class 9 contains 18810 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39200 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 160490 members 
Mstep: Class 15 contains 27991 members 
Mstep: Class 16 contains 3169 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 3846 members 
Mstep: Class 20 contains 2315 members 
Mstep: Class 21 contains 166233 members 
Mstep: Class 22 contains 82983 members 
Mstep: Class 23 contains 64619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132680632.000000 Penalty: 75160.835938
Iteration 67Q: 23 clusters Score -1.326806e+08 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 29009 members 
Mstep: Class 5 contains 179499 members 
Mstep: Class 6 contains 136204 members 
Mstep: Class 7 contains 8549 members 
Mstep: Class 8 contains 31757 members 
Mstep: Class 9 contains 18773 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39240 members 
Mstep: Class 12 contains 682 members 
Mstep: Class 13 contains 543 members 
Mstep: Class 14 contains 160688 members 
Mstep: Class 15 contains 27970 members 
Mstep: Class 16 contains 3169 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 3846 members 
Mstep: Class 20 contains 2321 members 
Mstep: Class 21 contains 166096 members 
Mstep: Class 22 contains 83114 members 
Mstep: Class 23 contains 64596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132680696.000000 Penalty: 75160.835938
Iteration 68Q: 23 clusters Score -1.326807e+08 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 29056 members 
Mstep: Class 5 contains 179539 members 
Mstep: Class 6 contains 135920 members 
Mstep: Class 7 contains 8548 members 
Mstep: Class 8 contains 31816 members 
Mstep: Class 9 contains 18742 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39277 members 
Mstep: Class 12 contains 669 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 160880 members 
Mstep: Class 15 contains 27943 members 
Mstep: Class 16 contains 3169 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 3846 members 
Mstep: Class 20 contains 2328 members 
Mstep: Class 21 contains 165950 members 
Mstep: Class 22 contains 83236 members 
Mstep: Class 23 contains 64578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132680600.000000 Penalty: 75160.835938
Iteration 69Q: 23 clusters Score -1.326806e+08 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 29101 members 
Mstep: Class 5 contains 179575 members 
Mstep: Class 6 contains 135633 members 
Mstep: Class 7 contains 8541 members 
Mstep: Class 8 contains 31865 members 
Mstep: Class 9 contains 18715 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39313 members 
Mstep: Class 12 contains 645 members 
Mstep: Class 13 contains 584 members 
Mstep: Class 14 contains 161034 members 
Mstep: Class 15 contains 27927 members 
Mstep: Class 16 contains 3163 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 3846 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 165817 members 
Mstep: Class 22 contains 83385 members 
Mstep: Class 23 contains 64574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132680752.000000 Penalty: 75160.835938
Iteration 70Q: 23 clusters Score -1.326808e+08 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 1381 members 
Mstep: Class 4 contains 29166 members 
Mstep: Class 5 contains 179595 members 
Mstep: Class 6 contains 135381 members 
Mstep: Class 7 contains 8534 members 
Mstep: Class 8 contains 31917 members 
Mstep: Class 9 contains 18685 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39341 members 
Mstep: Class 12 contains 614 members 
Mstep: Class 13 contains 619 members 
Mstep: Class 14 contains 161174 members 
Mstep: Class 15 contains 27916 members 
Mstep: Class 16 contains 3157 members 
Mstep: Class 18 contains 380 members 
Mstep: Class 19 contains 3846 members 
Mstep: Class 20 contains 2340 members 
Mstep: Class 21 contains 165701 members 
Mstep: Class 22 contains 83507 members 
Mstep: Class 23 contains 64555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132681048.000000 Penalty: 75160.835938
Iteration 71Q: 23 clusters Score -1.32681e+08 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 1382 members 
Mstep: Class 4 contains 29229 members 
Mstep: Class 5 contains 179571 members 
Mstep: Class 6 contains 135164 members 
Mstep: Class 7 contains 8531 members 
Mstep: Class 8 contains 31962 members 
Mstep: Class 9 contains 18662 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39360 members 
Mstep: Class 12 contains 636 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 161292 members 
Mstep: Class 15 contains 27896 members 
Mstep: Class 16 contains 3155 members 
Mstep: Class 18 contains 381 members 
Mstep: Class 19 contains 3846 members 
Mstep: Class 20 contains 2343 members 
Mstep: Class 21 contains 165577 members 
Mstep: Class 22 contains 83656 members 
Mstep: Class 23 contains 64541 members 
Entering Unmasked Estep 
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Iteration 72Q: 23 clusters Score -1.326813e+08 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 1384 members 
Mstep: Class 4 contains 29277 members 
Mstep: Class 5 contains 179564 members 
Mstep: Class 6 contains 134954 members 
Mstep: Class 7 contains 8531 members 
Mstep: Class 8 contains 31998 members 
Mstep: Class 9 contains 18639 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39386 members 
Mstep: Class 12 contains 661 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 161398 members 
Mstep: Class 15 contains 27883 members 
Mstep: Class 16 contains 3156 members 
Mstep: Class 18 contains 381 members 
Mstep: Class 19 contains 3846 members 
Mstep: Class 20 contains 2344 members 
Mstep: Class 21 contains 165443 members 
Mstep: Class 22 contains 83802 members 
Mstep: Class 23 contains 64537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132681656.000000 Penalty: 75160.835938
Iteration 73Q: 23 clusters Score -1.326817e+08 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 1387 members 
Mstep: Class 4 contains 29322 members 
Mstep: Class 5 contains 179606 members 
Mstep: Class 6 contains 134757 members 
Mstep: Class 7 contains 8526 members 
Mstep: Class 8 contains 32023 members 
Mstep: Class 9 contains 18610 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39401 members 
Mstep: Class 12 contains 669 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 161464 members 
Mstep: Class 15 contains 27864 members 
Mstep: Class 16 contains 3156 members 
Mstep: Class 18 contains 381 members 
Mstep: Class 19 contains 3846 members 
Mstep: Class 20 contains 2344 members 
Mstep: Class 21 contains 165384 members 
Mstep: Class 22 contains 83910 members 
Mstep: Class 23 contains 64534 members 
Entering Unmasked Estep 
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Score: -132681864.000000 Penalty: 75160.835938
Iteration 74Q: 23 clusters Score -1.326819e+08 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 1387 members 
Mstep: Class 4 contains 29369 members 
Mstep: Class 5 contains 179615 members 
Mstep: Class 6 contains 134589 members 
Mstep: Class 7 contains 8518 members 
Mstep: Class 8 contains 32055 members 
Mstep: Class 9 contains 18582 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39418 members 
Mstep: Class 12 contains 676 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 161455 members 
Mstep: Class 15 contains 27864 members 
Mstep: Class 16 contains 3159 members 
Mstep: Class 18 contains 381 members 
Mstep: Class 19 contains 3846 members 
Mstep: Class 20 contains 2345 members 
Mstep: Class 21 contains 165387 members 
Mstep: Class 22 contains 84000 members 
Mstep: Class 23 contains 64538 members 
Entering Unmasked Estep 
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Score: -132681824.000000 Penalty: 75160.835938
Iteration 75Q: 23 clusters Score -1.326818e+08 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 29429 members 
Mstep: Class 5 contains 179614 members 
Mstep: Class 6 contains 134405 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 32077 members 
Mstep: Class 9 contains 18559 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39434 members 
Mstep: Class 12 contains 681 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 161457 members 
Mstep: Class 15 contains 27851 members 
Mstep: Class 16 contains 3158 members 
Mstep: Class 18 contains 381 members 
Mstep: Class 19 contains 3847 members 
Mstep: Class 20 contains 2346 members 
Mstep: Class 21 contains 165403 members 
Mstep: Class 22 contains 84096 members 
Mstep: Class 23 contains 64542 members 
Entering Unmasked Estep 
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Iteration 76Q: 23 clusters Score -1.326819e+08 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 1391 members 
Mstep: Class 4 contains 29477 members 
Mstep: Class 5 contains 179618 members 
Mstep: Class 6 contains 134239 members 
Mstep: Class 7 contains 8513 members 
Mstep: Class 8 contains 32101 members 
Mstep: Class 9 contains 18544 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39461 members 
Mstep: Class 12 contains 685 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 161378 members 
Mstep: Class 15 contains 27841 members 
Mstep: Class 16 contains 3160 members 
Mstep: Class 18 contains 381 members 
Mstep: Class 19 contains 3847 members 
Mstep: Class 20 contains 2347 members 
Mstep: Class 21 contains 165468 members 
Mstep: Class 22 contains 84186 members 
Mstep: Class 23 contains 64547 members 
Entering Unmasked Estep 
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Iteration 77Q: 23 clusters Score -1.326818e+08 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 1393 members 
Mstep: Class 4 contains 29520 members 
Mstep: Class 5 contains 179637 members 
Mstep: Class 6 contains 134071 members 
Mstep: Class 7 contains 8511 members 
Mstep: Class 8 contains 32115 members 
Mstep: Class 9 contains 18527 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39483 members 
Mstep: Class 12 contains 687 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 161340 members 
Mstep: Class 15 contains 27844 members 
Mstep: Class 16 contains 3161 members 
Mstep: Class 18 contains 381 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 2347 members 
Mstep: Class 21 contains 165505 members 
Mstep: Class 22 contains 84272 members 
Mstep: Class 23 contains 64542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132682168.000000 Penalty: 75160.835938
Iteration 78Q: 23 clusters Score -1.326822e+08 nChanged 1054
Entering ConstructFrom: 
Score: -132682168.000000 Penalty: 75160.835938
Entering ConstructFrom: 
Trying to split cluster 1 (1473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Entering Unmasked Estep 
Score: -152047.359375 Penalty: 1809.173950
	Iteration 0F: 2 clusters Score -152047.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -150401.859375 Penalty: 3618.347900
	Iteration 0F: 3 clusters Score -150401.9 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -153686.343750 Penalty: 3618.347900
	Iteration 1F: 3 clusters Score -153686.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -155322.765625 Penalty: 3618.347900
	Iteration 2F: 3 clusters Score -155322.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -156202.531250 Penalty: 3618.347900
	Iteration 3Q: 3 clusters Score -156202.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -156769.359375 Penalty: 3618.347900
	Iteration 4Q: 3 clusters Score -156769.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -157317.750000 Penalty: 3618.347900
	Iteration 5Q: 3 clusters Score -157317.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -158074.468750 Penalty: 3618.347900
	Iteration 6Q: 3 clusters Score -158074.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -158849.984375 Penalty: 3618.347900
	Iteration 7Q: 3 clusters Score -158850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -158891.093750 Penalty: 3618.347900
	Iteration 8Q: 3 clusters Score -158891.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -158913.281250 Penalty: 3618.347900
	Iteration 9Q: 3 clusters Score -158913.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -158938.718750 Penalty: 3618.347900
	Iteration 10Q: 3 clusters Score -158938.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -158948.109375 Penalty: 3618.347900
	Iteration 11Q: 3 clusters Score -158948.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -158950.906250 Penalty: 3618.347900
	Iteration 12Q: 3 clusters Score -158950.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -158950.906250 Penalty: 3618.347900
	Iteration 13F: 3 clusters Score -158950.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 29555 members 
Mstep: Class 5 contains 179656 members 
Mstep: Class 6 contains 133918 members 
Mstep: Class 7 contains 8508 members 
Mstep: Class 8 contains 32124 members 
Mstep: Class 9 contains 18518 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39494 members 
Mstep: Class 12 contains 691 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 161320 members 
Mstep: Class 15 contains 27834 members 
Mstep: Class 16 contains 3163 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 381 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 2349 members 
Mstep: Class 21 contains 165564 members 
Mstep: Class 22 contains 84317 members 
Mstep: Class 23 contains 64550 members 
Entering Unmasked Estep 
Score: -132687432.000000 Penalty: 78577.234375
Splitting cluster 1 changes total score from -132682168.000000 to -132687432.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 2 (1190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Entering Unmasked Estep 
Score: -131739.687500 Penalty: 1756.263672
	Iteration 0F: 2 clusters Score -131739.7 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 620 members 
Entering Unmasked Estep 
Score: -129761.968750 Penalty: 3512.527344
	Iteration 0F: 3 clusters Score -129762 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -130255.656250 Penalty: 3512.527344
	Iteration 1F: 3 clusters Score -130255.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -130637.492188 Penalty: 3512.527344
	Iteration 2F: 3 clusters Score -130637.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -131312.390625 Penalty: 3512.527344
	Iteration 3F: 3 clusters Score -131312.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -132092.718750 Penalty: 3512.527344
	Iteration 4F: 3 clusters Score -132092.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -132859.421875 Penalty: 3512.527344
	Iteration 5F: 3 clusters Score -132859.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -133519.609375 Penalty: 3512.527344
	Iteration 6F: 3 clusters Score -133519.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -134010.140625 Penalty: 3512.527344
	Iteration 7Q: 3 clusters Score -134010.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -134554.515625 Penalty: 3512.527344
	Iteration 8Q: 3 clusters Score -134554.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -134803.734375 Penalty: 3512.527344
	Iteration 9Q: 3 clusters Score -134803.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -134845.968750 Penalty: 3512.527344
	Iteration 10Q: 3 clusters Score -134846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -134875.421875 Penalty: 3512.527344
	Iteration 11Q: 3 clusters Score -134875.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -134889.078125 Penalty: 3512.527344
	Iteration 12Q: 3 clusters Score -134889.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -134894.921875 Penalty: 3512.527344
	Iteration 13Q: 3 clusters Score -134894.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -134899.937500 Penalty: 3512.527344
	Iteration 14Q: 3 clusters Score -134899.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -134905.281250 Penalty: 3512.527344
	Iteration 15Q: 3 clusters Score -134905.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -134907.390625 Penalty: 3512.527344
	Iteration 16Q: 3 clusters Score -134907.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -134910.906250 Penalty: 3512.527344
	Iteration 17Q: 3 clusters Score -134910.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -134915.203125 Penalty: 3512.527344
	Iteration 18Q: 3 clusters Score -134915.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -134917.140625 Penalty: 3512.527344
	Iteration 19Q: 3 clusters Score -134917.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -134917.546875 Penalty: 3512.527344
	Iteration 20F: 3 clusters Score -134917.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -134922.000000 Penalty: 3512.527344
	Iteration 21Q: 3 clusters Score -134922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -134933.968750 Penalty: 3512.527344
	Iteration 22Q: 3 clusters Score -134934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -134969.875000 Penalty: 3512.527344
	Iteration 23Q: 3 clusters Score -134969.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -134969.875000 Penalty: 3512.527344
	Iteration 24F: 3 clusters Score -134969.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 29555 members 
Mstep: Class 5 contains 179656 members 
Mstep: Class 6 contains 133918 members 
Mstep: Class 7 contains 8508 members 
Mstep: Class 8 contains 32124 members 
Mstep: Class 9 contains 18518 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39494 members 
Mstep: Class 12 contains 691 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 161320 members 
Mstep: Class 15 contains 27834 members 
Mstep: Class 16 contains 3163 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 381 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 2349 members 
Mstep: Class 21 contains 165564 members 
Mstep: Class 22 contains 84317 members 
Mstep: Class 23 contains 64550 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
Score: -132689000.000000 Penalty: 81993.640625
Splitting cluster 2 changes total score from -132682168.000000 to -132689000.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 3 (1394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Entering Unmasked Estep 
Score: -193244.281250 Penalty: 1795.503296
	Iteration 0F: 2 clusters Score -193244.3 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 714 members 
Entering Unmasked Estep 
Score: -191033.359375 Penalty: 3591.006592
	Iteration 0F: 3 clusters Score -191033.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -191361.078125 Penalty: 3591.006592
	Iteration 1F: 3 clusters Score -191361.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -191436.578125 Penalty: 3591.006592
	Iteration 2F: 3 clusters Score -191436.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -191477.921875 Penalty: 3591.006592
	Iteration 3Q: 3 clusters Score -191477.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -191499.234375 Penalty: 3591.006592
	Iteration 4Q: 3 clusters Score -191499.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -191515.250000 Penalty: 3591.006592
	Iteration 5Q: 3 clusters Score -191515.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -191529.453125 Penalty: 3591.006592
	Iteration 6Q: 3 clusters Score -191529.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -191541.390625 Penalty: 3591.006592
	Iteration 7Q: 3 clusters Score -191541.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -191552.671875 Penalty: 3591.006592
	Iteration 8Q: 3 clusters Score -191552.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -191561.734375 Penalty: 3591.006592
	Iteration 9Q: 3 clusters Score -191561.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -191567.953125 Penalty: 3591.006592
	Iteration 10Q: 3 clusters Score -191568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -191573.765625 Penalty: 3591.006592
	Iteration 11Q: 3 clusters Score -191573.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -191576.593750 Penalty: 3591.006592
	Iteration 12Q: 3 clusters Score -191576.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -191579.359375 Penalty: 3591.006592
	Iteration 13Q: 3 clusters Score -191579.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -191580.484375 Penalty: 3591.006592
	Iteration 14Q: 3 clusters Score -191580.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -191580.484375 Penalty: 3591.006592
	Iteration 15F: 3 clusters Score -191580.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (29555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Entering Unmasked Estep 
Score: -4193627.000000 Penalty: 2552.914062
	Iteration 0F: 2 clusters Score -4193627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -4173363.750000 Penalty: 5105.828125
	Iteration 0F: 3 clusters Score -4173364 nChanged 13398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -4180716.750000 Penalty: 5105.828125
	Iteration 1F: 3 clusters Score -4180717 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -4181244.500000 Penalty: 5105.828125
	Iteration 2Q: 3 clusters Score -4181244 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -4181812.750000 Penalty: 5105.828125
	Iteration 3Q: 3 clusters Score -4181813 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -4182615.750000 Penalty: 5105.828125
	Iteration 4F: 3 clusters Score -4182616 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -4183720.000000 Penalty: 5105.828125
	Iteration 5F: 3 clusters Score -4183720 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -4185258.000000 Penalty: 5105.828125
	Iteration 6F: 3 clusters Score -4185258 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -4186931.250000 Penalty: 5105.828125
	Iteration 7F: 3 clusters Score -4186931 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -4188547.750000 Penalty: 5105.828125
	Iteration 8F: 3 clusters Score -4188548 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -4189804.750000 Penalty: 5105.828125
	Iteration 9F: 3 clusters Score -4189805 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -4190613.750000 Penalty: 5105.828125
	Iteration 10Q: 3 clusters Score -4190614 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -4191120.750000 Penalty: 5105.828125
	Iteration 11Q: 3 clusters Score -4191121 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -4191435.250000 Penalty: 5105.828125
	Iteration 12Q: 3 clusters Score -4191435 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4191670.000000 Penalty: 5105.828125
	Iteration 13Q: 3 clusters Score -4191670 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -4191812.250000 Penalty: 5105.828125
	Iteration 14Q: 3 clusters Score -4191812 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4191912.750000 Penalty: 5105.828125
	Iteration 15Q: 3 clusters Score -4191913 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -4191978.000000 Penalty: 5105.828125
	Iteration 16Q: 3 clusters Score -4191978 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -4192004.250000 Penalty: 5105.828125
	Iteration 17Q: 3 clusters Score -4192004 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -4192030.000000 Penalty: 5105.828125
	Iteration 18Q: 3 clusters Score -4192030 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4192045.000000 Penalty: 5105.828125
	Iteration 19Q: 3 clusters Score -4192045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4192053.250000 Penalty: 5105.828125
	Iteration 20F: 3 clusters Score -4192053 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -4192062.000000 Penalty: 5105.828125
	Iteration 21Q: 3 clusters Score -4192062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4192065.250000 Penalty: 5105.828125
	Iteration 22Q: 3 clusters Score -4192065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -4192067.000000 Penalty: 5105.828125
	Iteration 23Q: 3 clusters Score -4192067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4192064.500000 Penalty: 5105.828125
	Iteration 24Q: 3 clusters Score -4192064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4192062.500000 Penalty: 5105.828125
	Iteration 25Q: 3 clusters Score -4192062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4192064.750000 Penalty: 5105.828125
	Iteration 26Q: 3 clusters Score -4192065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4192064.750000 Penalty: 5105.828125
	Iteration 27F: 3 clusters Score -4192065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (179656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179656 members 
Entering Unmasked Estep 
Score: -25303424.000000 Penalty: 3000.502197
	Iteration 0F: 2 clusters Score -2.530342e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90327 members 
Mstep: Class 2 contains 89329 members 
Entering Unmasked Estep 
Score: -25196728.000000 Penalty: 6001.004395
	Iteration 0F: 3 clusters Score -2.519673e+07 nChanged 86079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98414 members 
Mstep: Class 2 contains 81242 members 
Entering Unmasked Estep 
Score: -25247636.000000 Penalty: 6001.004395
	Iteration 1F: 3 clusters Score -2.524764e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103167 members 
Mstep: Class 2 contains 76489 members 
Entering Unmasked Estep 
Score: -25249474.000000 Penalty: 6001.004395
	Iteration 2Q: 3 clusters Score -2.524947e+07 nChanged 8423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109872 members 
Mstep: Class 2 contains 69784 members 
Entering Unmasked Estep 
Score: -25252056.000000 Penalty: 6001.004395
	Iteration 3Q: 3 clusters Score -2.525206e+07 nChanged 10280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118906 members 
Mstep: Class 2 contains 60750 members 
Entering Unmasked Estep 
Score: -25256298.000000 Penalty: 6001.004395
	Iteration 4F: 3 clusters Score -2.52563e+07 nChanged 11874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129796 members 
Mstep: Class 2 contains 49860 members 
Entering Unmasked Estep 
Score: -25261946.000000 Penalty: 6001.004395
	Iteration 5F: 3 clusters Score -2.526195e+07 nChanged 12321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141205 members 
Mstep: Class 2 contains 38451 members 
Entering Unmasked Estep 
Score: -25270138.000000 Penalty: 6001.004395
	Iteration 6F: 3 clusters Score -2.527014e+07 nChanged 10883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151170 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -25278466.000000 Penalty: 6001.004395
	Iteration 7F: 3 clusters Score -2.527847e+07 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158162 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -25288692.000000 Penalty: 6001.004395
	Iteration 8Q: 3 clusters Score -2.528869e+07 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163578 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -25295390.000000 Penalty: 6001.004395
	Iteration 9Q: 3 clusters Score -2.529539e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168048 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -25299116.000000 Penalty: 6001.004395
	Iteration 10Q: 3 clusters Score -2.529912e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171646 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -25300964.000000 Penalty: 6001.004395
	Iteration 11Q: 3 clusters Score -2.530096e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174395 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -25301620.000000 Penalty: 6001.004395
	Iteration 12Q: 3 clusters Score -2.530162e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176372 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -25301680.000000 Penalty: 6001.004395
	Iteration 13Q: 3 clusters Score -2.530168e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177588 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -25301512.000000 Penalty: 6001.004395
	Iteration 14Q: 3 clusters Score -2.530151e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178241 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -25301430.000000 Penalty: 6001.004395
	Iteration 15Q: 3 clusters Score -2.530143e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178607 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -25301346.000000 Penalty: 6001.004395
	Iteration 16Q: 3 clusters Score -2.530135e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178807 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -25301252.000000 Penalty: 6001.004395
	Iteration 17Q: 3 clusters Score -2.530125e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178930 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -25301212.000000 Penalty: 6001.004395
	Iteration 18Q: 3 clusters Score -2.530121e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179014 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -25301186.000000 Penalty: 6001.004395
	Iteration 19Q: 3 clusters Score -2.530119e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179074 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -25301160.000000 Penalty: 6001.004395
	Iteration 20F: 3 clusters Score -2.530116e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179111 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -25301126.000000 Penalty: 6001.004395
	Iteration 21Q: 3 clusters Score -2.530113e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179135 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -25301170.000000 Penalty: 6001.004395
	Iteration 22Q: 3 clusters Score -2.530117e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179154 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -25301178.000000 Penalty: 6001.004395
	Iteration 23Q: 3 clusters Score -2.530118e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179165 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -25301202.000000 Penalty: 6001.004395
	Iteration 24Q: 3 clusters Score -2.53012e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179169 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -25301226.000000 Penalty: 6001.004395
	Iteration 25Q: 3 clusters Score -2.530123e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179174 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -25301232.000000 Penalty: 6001.004395
	Iteration 26Q: 3 clusters Score -2.530123e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179184 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -25301230.000000 Penalty: 6001.004395
	Iteration 27Q: 3 clusters Score -2.530123e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179190 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -25301244.000000 Penalty: 6001.004395
	Iteration 28Q: 3 clusters Score -2.530124e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179191 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -25301228.000000 Penalty: 6001.004395
	Iteration 29Q: 3 clusters Score -2.530123e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179193 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -25301228.000000 Penalty: 6001.004395
	Iteration 30Q: 3 clusters Score -2.530123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179195 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -25301224.000000 Penalty: 6001.004395
	Iteration 31Q: 3 clusters Score -2.530122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179196 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -25301234.000000 Penalty: 6001.004395
	Iteration 32Q: 3 clusters Score -2.530123e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179196 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -25301234.000000 Penalty: 6001.004395
	Iteration 33F: 3 clusters Score -2.530123e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (133918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133918 members 
Entering Unmasked Estep 
Score: -18957384.000000 Penalty: 2927.635742
	Iteration 0F: 2 clusters Score -1.895738e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66868 members 
Mstep: Class 2 contains 67050 members 
Entering Unmasked Estep 
Score: -18872272.000000 Penalty: 5855.271484
	Iteration 0F: 3 clusters Score -1.887227e+07 nChanged 64138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66734 members 
Mstep: Class 2 contains 67184 members 
Entering Unmasked Estep 
Score: -18908816.000000 Penalty: 5855.271484
	Iteration 1F: 3 clusters Score -1.890882e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66515 members 
Mstep: Class 2 contains 67403 members 
Entering Unmasked Estep 
Score: -18909444.000000 Penalty: 5855.271484
	Iteration 2Q: 3 clusters Score -1.890944e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66140 members 
Mstep: Class 2 contains 67778 members 
Entering Unmasked Estep 
Score: -18910014.000000 Penalty: 5855.271484
	Iteration 3Q: 3 clusters Score -1.891001e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65620 members 
Mstep: Class 2 contains 68298 members 
Entering Unmasked Estep 
Score: -18910474.000000 Penalty: 5855.271484
	Iteration 4Q: 3 clusters Score -1.891047e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64732 members 
Mstep: Class 2 contains 69186 members 
Entering Unmasked Estep 
Score: -18911236.000000 Penalty: 5855.271484
	Iteration 5Q: 3 clusters Score -1.891124e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63409 members 
Mstep: Class 2 contains 70509 members 
Entering Unmasked Estep 
Score: -18912244.000000 Penalty: 5855.271484
	Iteration 6Q: 3 clusters Score -1.891224e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61354 members 
Mstep: Class 2 contains 72564 members 
Entering Unmasked Estep 
Score: -18913404.000000 Penalty: 5855.271484
	Iteration 7Q: 3 clusters Score -1.89134e+07 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58268 members 
Mstep: Class 2 contains 75650 members 
Entering Unmasked Estep 
Score: -18915326.000000 Penalty: 5855.271484
	Iteration 8Q: 3 clusters Score -1.891533e+07 nChanged 6432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53672 members 
Mstep: Class 2 contains 80246 members 
Entering Unmasked Estep 
Score: -18918706.000000 Penalty: 5855.271484
	Iteration 9Q: 3 clusters Score -1.891871e+07 nChanged 7841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47345 members 
Mstep: Class 2 contains 86573 members 
Entering Unmasked Estep 
Score: -18923744.000000 Penalty: 5855.271484
	Iteration 10F: 3 clusters Score -1.892374e+07 nChanged 9000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 94337 members 
Entering Unmasked Estep 
Score: -18930076.000000 Penalty: 5855.271484
	Iteration 11F: 3 clusters Score -1.893008e+07 nChanged 9267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 102718 members 
Entering Unmasked Estep 
Score: -18936874.000000 Penalty: 5855.271484
	Iteration 12F: 3 clusters Score -1.893687e+07 nChanged 8346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 110454 members 
Entering Unmasked Estep 
Score: -18942748.000000 Penalty: 5855.271484
	Iteration 13F: 3 clusters Score -1.894275e+07 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 116625 members 
Entering Unmasked Estep 
Score: -18946986.000000 Penalty: 5855.271484
	Iteration 14Q: 3 clusters Score -1.894699e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 121148 members 
Entering Unmasked Estep 
Score: -18950036.000000 Penalty: 5855.271484
	Iteration 15Q: 3 clusters Score -1.895004e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 124338 members 
Entering Unmasked Estep 
Score: -18951970.000000 Penalty: 5855.271484
	Iteration 16Q: 3 clusters Score -1.895197e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 126502 members 
Entering Unmasked Estep 
Score: -18953238.000000 Penalty: 5855.271484
	Iteration 17Q: 3 clusters Score -1.895324e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 128031 members 
Entering Unmasked Estep 
Score: -18954146.000000 Penalty: 5855.271484
	Iteration 18Q: 3 clusters Score -1.895415e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 129147 members 
Entering Unmasked Estep 
Score: -18954776.000000 Penalty: 5855.271484
	Iteration 19Q: 3 clusters Score -1.895478e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 129946 members 
Entering Unmasked Estep 
Score: -18955214.000000 Penalty: 5855.271484
	Iteration 20F: 3 clusters Score -1.895521e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 130487 members 
Entering Unmasked Estep 
Score: -18955418.000000 Penalty: 5855.271484
	Iteration 21Q: 3 clusters Score -1.895542e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 130883 members 
Entering Unmasked Estep 
Score: -18955670.000000 Penalty: 5855.271484
	Iteration 22Q: 3 clusters Score -1.895567e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 131188 members 
Entering Unmasked Estep 
Score: -18955828.000000 Penalty: 5855.271484
	Iteration 23Q: 3 clusters Score -1.895583e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 131413 members 
Entering Unmasked Estep 
Score: -18955952.000000 Penalty: 5855.271484
	Iteration 24Q: 3 clusters Score -1.895595e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 131585 members 
Entering Unmasked Estep 
Score: -18955988.000000 Penalty: 5855.271484
	Iteration 25Q: 3 clusters Score -1.895599e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 131716 members 
Entering Unmasked Estep 
Score: -18956054.000000 Penalty: 5855.271484
	Iteration 26Q: 3 clusters Score -1.895605e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 131817 members 
Entering Unmasked Estep 
Score: -18956066.000000 Penalty: 5855.271484
	Iteration 27Q: 3 clusters Score -1.895607e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 131890 members 
Entering Unmasked Estep 
Score: -18956044.000000 Penalty: 5855.271484
	Iteration 28Q: 3 clusters Score -1.895604e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 131948 members 
Entering Unmasked Estep 
Score: -18956028.000000 Penalty: 5855.271484
	Iteration 29Q: 3 clusters Score -1.895603e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 131989 members 
Entering Unmasked Estep 
Score: -18956042.000000 Penalty: 5855.271484
	Iteration 30Q: 3 clusters Score -1.895604e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 132021 members 
Entering Unmasked Estep 
Score: -18956054.000000 Penalty: 5855.271484
	Iteration 31Q: 3 clusters Score -1.895605e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 132041 members 
Entering Unmasked Estep 
Score: -18956054.000000 Penalty: 5855.271484
	Iteration 32Q: 3 clusters Score -1.895605e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 132062 members 
Entering Unmasked Estep 
Score: -18956072.000000 Penalty: 5855.271484
	Iteration 33Q: 3 clusters Score -1.895607e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 132081 members 
Entering Unmasked Estep 
Score: -18956054.000000 Penalty: 5855.271484
	Iteration 34Q: 3 clusters Score -1.895605e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 132098 members 
Entering Unmasked Estep 
Score: -18956084.000000 Penalty: 5855.271484
	Iteration 35Q: 3 clusters Score -1.895608e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 132115 members 
Entering Unmasked Estep 
Score: -18956110.000000 Penalty: 5855.271484
	Iteration 36Q: 3 clusters Score -1.895611e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 132131 members 
Entering Unmasked Estep 
Score: -18956100.000000 Penalty: 5855.271484
	Iteration 37Q: 3 clusters Score -1.89561e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 132149 members 
Entering Unmasked Estep 
Score: -18956080.000000 Penalty: 5855.271484
	Iteration 38Q: 3 clusters Score -1.895608e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 132158 members 
Entering Unmasked Estep 
Score: -18956092.000000 Penalty: 5855.271484
	Iteration 39Q: 3 clusters Score -1.895609e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 132166 members 
Entering Unmasked Estep 
Score: -18956108.000000 Penalty: 5855.271484
	Iteration 40F: 3 clusters Score -1.895611e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 132170 members 
Entering Unmasked Estep 
Score: -18956104.000000 Penalty: 5855.271484
	Iteration 41Q: 3 clusters Score -1.89561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 132174 members 
Entering Unmasked Estep 
Score: -18956104.000000 Penalty: 5855.271484
	Iteration 42Q: 3 clusters Score -1.89561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 132180 members 
Entering Unmasked Estep 
Score: -18956098.000000 Penalty: 5855.271484
	Iteration 43Q: 3 clusters Score -1.89561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 132184 members 
Entering Unmasked Estep 
Score: -18956106.000000 Penalty: 5855.271484
	Iteration 44Q: 3 clusters Score -1.895611e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 132191 members 
Entering Unmasked Estep 
Score: -18956108.000000 Penalty: 5855.271484
	Iteration 45Q: 3 clusters Score -1.895611e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 132198 members 
Entering Unmasked Estep 
Score: -18956096.000000 Penalty: 5855.271484
	Iteration 46Q: 3 clusters Score -1.89561e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 132207 members 
Entering Unmasked Estep 
Score: -18956114.000000 Penalty: 5855.271484
	Iteration 47Q: 3 clusters Score -1.895611e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 132216 members 
Entering Unmasked Estep 
Score: -18956120.000000 Penalty: 5855.271484
	Iteration 48Q: 3 clusters Score -1.895612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 132225 members 
Entering Unmasked Estep 
Score: -18956114.000000 Penalty: 5855.271484
	Iteration 49Q: 3 clusters Score -1.895611e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 132229 members 
Entering Unmasked Estep 
Score: -18956108.000000 Penalty: 5855.271484
	Iteration 50Q: 3 clusters Score -1.895611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 132232 members 
Entering Unmasked Estep 
Score: -18956112.000000 Penalty: 5855.271484
	Iteration 51Q: 3 clusters Score -1.895611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 132235 members 
Entering Unmasked Estep 
Score: -18956110.000000 Penalty: 5855.271484
	Iteration 52Q: 3 clusters Score -1.895611e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 132239 members 
Entering Unmasked Estep 
Score: -18956118.000000 Penalty: 5855.271484
	Iteration 53Q: 3 clusters Score -1.895612e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 132241 members 
Entering Unmasked Estep 
Score: -18956126.000000 Penalty: 5855.271484
	Iteration 54Q: 3 clusters Score -1.895613e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 132241 members 
Entering Unmasked Estep 
Score: -18956126.000000 Penalty: 5855.271484
	Iteration 55F: 3 clusters Score -1.895613e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Entering Unmasked Estep 
Score: -1154212.125000 Penalty: 2244.093018
	Iteration 0F: 2 clusters Score -1154212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1147418.875000 Penalty: 4488.186035
	Iteration 0F: 3 clusters Score -1147419 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1149318.500000 Penalty: 4488.186035
	Iteration 1F: 3 clusters Score -1149318 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1149671.250000 Penalty: 4488.186035
	Iteration 2F: 3 clusters Score -1149671 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1149988.875000 Penalty: 4488.186035
	Iteration 3F: 3 clusters Score -1149989 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1150331.375000 Penalty: 4488.186035
	Iteration 4F: 3 clusters Score -1150331 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1150709.500000 Penalty: 4488.186035
	Iteration 5F: 3 clusters Score -1150710 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1151158.250000 Penalty: 4488.186035
	Iteration 6F: 3 clusters Score -1151158 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1151587.375000 Penalty: 4488.186035
	Iteration 7F: 3 clusters Score -1151587 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1151903.000000 Penalty: 4488.186035
	Iteration 8F: 3 clusters Score -1151903 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1152108.625000 Penalty: 4488.186035
	Iteration 9Q: 3 clusters Score -1152109 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1152232.625000 Penalty: 4488.186035
	Iteration 10Q: 3 clusters Score -1152233 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1152324.375000 Penalty: 4488.186035
	Iteration 11Q: 3 clusters Score -1152324 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1152382.875000 Penalty: 4488.186035
	Iteration 12Q: 3 clusters Score -1152383 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1152425.000000 Penalty: 4488.186035
	Iteration 13Q: 3 clusters Score -1152425 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1152450.250000 Penalty: 4488.186035
	Iteration 14Q: 3 clusters Score -1152450 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1152472.375000 Penalty: 4488.186035
	Iteration 15Q: 3 clusters Score -1152472 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1152483.625000 Penalty: 4488.186035
	Iteration 16Q: 3 clusters Score -1152484 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1152492.250000 Penalty: 4488.186035
	Iteration 17Q: 3 clusters Score -1152492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1152500.125000 Penalty: 4488.186035
	Iteration 18Q: 3 clusters Score -1152500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1152505.500000 Penalty: 4488.186035
	Iteration 19Q: 3 clusters Score -1152506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1152510.250000 Penalty: 4488.186035
	Iteration 20F: 3 clusters Score -1152510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1152514.250000 Penalty: 4488.186035
	Iteration 21Q: 3 clusters Score -1152514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1152520.375000 Penalty: 4488.186035
	Iteration 22Q: 3 clusters Score -1152520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1152523.000000 Penalty: 4488.186035
	Iteration 23Q: 3 clusters Score -1152523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1152523.625000 Penalty: 4488.186035
	Iteration 24Q: 3 clusters Score -1152524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1152526.250000 Penalty: 4488.186035
	Iteration 25Q: 3 clusters Score -1152526 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1152532.000000 Penalty: 4488.186035
	Iteration 26Q: 3 clusters Score -1152532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1152532.375000 Penalty: 4488.186035
	Iteration 27Q: 3 clusters Score -1152532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1152535.875000 Penalty: 4488.186035
	Iteration 28Q: 3 clusters Score -1152536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1152540.750000 Penalty: 4488.186035
	Iteration 29Q: 3 clusters Score -1152541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1152545.625000 Penalty: 4488.186035
	Iteration 30Q: 3 clusters Score -1152546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1152549.000000 Penalty: 4488.186035
	Iteration 31Q: 3 clusters Score -1152549 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1152552.625000 Penalty: 4488.186035
	Iteration 32Q: 3 clusters Score -1152553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1152557.750000 Penalty: 4488.186035
	Iteration 33Q: 3 clusters Score -1152558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1152558.375000 Penalty: 4488.186035
	Iteration 34Q: 3 clusters Score -1152558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1152563.750000 Penalty: 4488.186035
	Iteration 35Q: 3 clusters Score -1152564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1152566.750000 Penalty: 4488.186035
	Iteration 36Q: 3 clusters Score -1152567 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1152571.375000 Penalty: 4488.186035
	Iteration 37Q: 3 clusters Score -1152571 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1152574.625000 Penalty: 4488.186035
	Iteration 38Q: 3 clusters Score -1152575 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1152583.875000 Penalty: 4488.186035
	Iteration 39Q: 3 clusters Score -1152584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1152587.000000 Penalty: 4488.186035
	Iteration 40F: 3 clusters Score -1152587 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1152600.125000 Penalty: 4488.186035
	Iteration 41Q: 3 clusters Score -1152600 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1152612.625000 Penalty: 4488.186035
	Iteration 42Q: 3 clusters Score -1152613 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1152628.500000 Penalty: 4488.186035
	Iteration 43Q: 3 clusters Score -1152628 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1152646.375000 Penalty: 4488.186035
	Iteration 44Q: 3 clusters Score -1152646 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1152671.125000 Penalty: 4488.186035
	Iteration 45Q: 3 clusters Score -1152671 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1152699.125000 Penalty: 4488.186035
	Iteration 46Q: 3 clusters Score -1152699 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1152740.750000 Penalty: 4488.186035
	Iteration 47Q: 3 clusters Score -1152741 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1152782.000000 Penalty: 4488.186035
	Iteration 48Q: 3 clusters Score -1152782 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1152823.500000 Penalty: 4488.186035
	Iteration 49Q: 3 clusters Score -1152824 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1152876.000000 Penalty: 4488.186035
	Iteration 50Q: 3 clusters Score -1152876 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1152933.500000 Penalty: 4488.186035
	Iteration 51Q: 3 clusters Score -1152934 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1152990.125000 Penalty: 4488.186035
	Iteration 52Q: 3 clusters Score -1152990 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1153036.625000 Penalty: 4488.186035
	Iteration 53Q: 3 clusters Score -1153037 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1153101.000000 Penalty: 4488.186035
	Iteration 54Q: 3 clusters Score -1153101 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1153171.625000 Penalty: 4488.186035
	Iteration 55Q: 3 clusters Score -1153172 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1153247.000000 Penalty: 4488.186035
	Iteration 56Q: 3 clusters Score -1153247 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1153360.625000 Penalty: 4488.186035
	Iteration 57Q: 3 clusters Score -1153361 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1153500.500000 Penalty: 4488.186035
	Iteration 58Q: 3 clusters Score -1153500 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1153612.625000 Penalty: 4488.186035
	Iteration 59Q: 3 clusters Score -1153613 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1153721.750000 Penalty: 4488.186035
	Iteration 60F: 3 clusters Score -1153722 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1153822.625000 Penalty: 4488.186035
	Iteration 61Q: 3 clusters Score -1153823 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1153863.875000 Penalty: 4488.186035
	Iteration 62Q: 3 clusters Score -1153864 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1153899.875000 Penalty: 4488.186035
	Iteration 63Q: 3 clusters Score -1153900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1153914.125000 Penalty: 4488.186035
	Iteration 64Q: 3 clusters Score -1153914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1153921.625000 Penalty: 4488.186035
	Iteration 65Q: 3 clusters Score -1153922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1153926.750000 Penalty: 4488.186035
	Iteration 66Q: 3 clusters Score -1153927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1153930.375000 Penalty: 4488.186035
	Iteration 67Q: 3 clusters Score -1153930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1153934.875000 Penalty: 4488.186035
	Iteration 68Q: 3 clusters Score -1153935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1153934.875000 Penalty: 4488.186035
	Iteration 69F: 3 clusters Score -1153935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Entering Unmasked Estep 
Score: -4545594.500000 Penalty: 2573.584961
	Iteration 0F: 2 clusters Score -4545594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -4523565.500000 Penalty: 5147.169922
	Iteration 0F: 3 clusters Score -4523566 nChanged 14529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -4531495.000000 Penalty: 5147.169922
	Iteration 1F: 3 clusters Score -4531495 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -4531993.500000 Penalty: 5147.169922
	Iteration 2Q: 3 clusters Score -4531994 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -4532417.000000 Penalty: 5147.169922
	Iteration 3Q: 3 clusters Score -4532417 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -4532919.000000 Penalty: 5147.169922
	Iteration 4Q: 3 clusters Score -4532919 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -4533455.500000 Penalty: 5147.169922
	Iteration 5Q: 3 clusters Score -4533456 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -4534257.000000 Penalty: 5147.169922
	Iteration 6Q: 3 clusters Score -4534257 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -4535444.500000 Penalty: 5147.169922
	Iteration 7F: 3 clusters Score -4535444 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -4537022.000000 Penalty: 5147.169922
	Iteration 8F: 3 clusters Score -4537022 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -4538943.500000 Penalty: 5147.169922
	Iteration 9F: 3 clusters Score -4538944 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -4540759.500000 Penalty: 5147.169922
	Iteration 10F: 3 clusters Score -4540760 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -4542089.000000 Penalty: 5147.169922
	Iteration 11Q: 3 clusters Score -4542089 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30915 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4542815.000000 Penalty: 5147.169922
	Iteration 12Q: 3 clusters Score -4542815 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4543248.000000 Penalty: 5147.169922
	Iteration 13Q: 3 clusters Score -4543248 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4543474.500000 Penalty: 5147.169922
	Iteration 14Q: 3 clusters Score -4543474 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -4543603.000000 Penalty: 5147.169922
	Iteration 15Q: 3 clusters Score -4543603 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4543681.000000 Penalty: 5147.169922
	Iteration 16Q: 3 clusters Score -4543681 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4543736.500000 Penalty: 5147.169922
	Iteration 17Q: 3 clusters Score -4543736 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4543767.500000 Penalty: 5147.169922
	Iteration 18Q: 3 clusters Score -4543768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4543788.000000 Penalty: 5147.169922
	Iteration 19Q: 3 clusters Score -4543788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31768 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4543818.000000 Penalty: 5147.169922
	Iteration 20F: 3 clusters Score -4543818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4543843.500000 Penalty: 5147.169922
	Iteration 21Q: 3 clusters Score -4543844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4543856.500000 Penalty: 5147.169922
	Iteration 22Q: 3 clusters Score -4543856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4543854.500000 Penalty: 5147.169922
	Iteration 23Q: 3 clusters Score -4543854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4543855.500000 Penalty: 5147.169922
	Iteration 24Q: 3 clusters Score -4543856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4543860.500000 Penalty: 5147.169922
	Iteration 25Q: 3 clusters Score -4543860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4543867.500000 Penalty: 5147.169922
	Iteration 26Q: 3 clusters Score -4543868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31768 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4543868.500000 Penalty: 5147.169922
	Iteration 27Q: 3 clusters Score -4543868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4543871.000000 Penalty: 5147.169922
	Iteration 28Q: 3 clusters Score -4543871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4543871.000000 Penalty: 5147.169922
	Iteration 29F: 3 clusters Score -4543871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Entering Unmasked Estep 
Score: -2614273.750000 Penalty: 2436.971436
	Iteration 0F: 2 clusters Score -2614274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -2601095.500000 Penalty: 4873.942871
	Iteration 0F: 3 clusters Score -2601096 nChanged 8109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -2605366.750000 Penalty: 4873.942871
	Iteration 1F: 3 clusters Score -2605367 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2605715.750000 Penalty: 4873.942871
	Iteration 2F: 3 clusters Score -2605716 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2606003.250000 Penalty: 4873.942871
	Iteration 3Q: 3 clusters Score -2606003 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -2606207.000000 Penalty: 4873.942871
	Iteration 4Q: 3 clusters Score -2606207 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -2606403.250000 Penalty: 4873.942871
	Iteration 5Q: 3 clusters Score -2606403 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -2606586.250000 Penalty: 4873.942871
	Iteration 6Q: 3 clusters Score -2606586 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2606750.000000 Penalty: 4873.942871
	Iteration 7Q: 3 clusters Score -2606750 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2606957.250000 Penalty: 4873.942871
	Iteration 8Q: 3 clusters Score -2606957 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -2607154.500000 Penalty: 4873.942871
	Iteration 9Q: 3 clusters Score -2607154 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -2607445.000000 Penalty: 4873.942871
	Iteration 10Q: 3 clusters Score -2607445 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -2607761.000000 Penalty: 4873.942871
	Iteration 11Q: 3 clusters Score -2607761 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -2608143.000000 Penalty: 4873.942871
	Iteration 12Q: 3 clusters Score -2608143 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -2608596.500000 Penalty: 4873.942871
	Iteration 13Q: 3 clusters Score -2608596 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -2609084.000000 Penalty: 4873.942871
	Iteration 14Q: 3 clusters Score -2609084 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -2609529.750000 Penalty: 4873.942871
	Iteration 15Q: 3 clusters Score -2609530 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -2609896.750000 Penalty: 4873.942871
	Iteration 16Q: 3 clusters Score -2609897 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -2610194.500000 Penalty: 4873.942871
	Iteration 17Q: 3 clusters Score -2610194 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -2610464.000000 Penalty: 4873.942871
	Iteration 18Q: 3 clusters Score -2610464 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -2610722.500000 Penalty: 4873.942871
	Iteration 19Q: 3 clusters Score -2610722 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -2610943.500000 Penalty: 4873.942871
	Iteration 20F: 3 clusters Score -2610944 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -2611177.250000 Penalty: 4873.942871
	Iteration 21Q: 3 clusters Score -2611177 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -2611380.250000 Penalty: 4873.942871
	Iteration 22Q: 3 clusters Score -2611380 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -2611577.500000 Penalty: 4873.942871
	Iteration 23Q: 3 clusters Score -2611578 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2611714.250000 Penalty: 4873.942871
	Iteration 24Q: 3 clusters Score -2611714 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -2611813.250000 Penalty: 4873.942871
	Iteration 25Q: 3 clusters Score -2611813 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -2611889.500000 Penalty: 4873.942871
	Iteration 26Q: 3 clusters Score -2611890 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -2611965.750000 Penalty: 4873.942871
	Iteration 27Q: 3 clusters Score -2611966 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -2612016.750000 Penalty: 4873.942871
	Iteration 28Q: 3 clusters Score -2612017 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -2612046.750000 Penalty: 4873.942871
	Iteration 29Q: 3 clusters Score -2612047 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2612064.000000 Penalty: 4873.942871
	Iteration 30Q: 3 clusters Score -2612064 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -2612083.500000 Penalty: 4873.942871
	Iteration 31Q: 3 clusters Score -2612084 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -2612106.250000 Penalty: 4873.942871
	Iteration 32Q: 3 clusters Score -2612106 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2612121.500000 Penalty: 4873.942871
	Iteration 33Q: 3 clusters Score -2612122 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -2612140.250000 Penalty: 4873.942871
	Iteration 34Q: 3 clusters Score -2612140 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -2612145.250000 Penalty: 4873.942871
	Iteration 35Q: 3 clusters Score -2612145 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -2612161.750000 Penalty: 4873.942871
	Iteration 36Q: 3 clusters Score -2612162 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -2612167.500000 Penalty: 4873.942871
	Iteration 37Q: 3 clusters Score -2612168 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -2612173.500000 Penalty: 4873.942871
	Iteration 38Q: 3 clusters Score -2612174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2612188.250000 Penalty: 4873.942871
	Iteration 39Q: 3 clusters Score -2612188 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2612191.750000 Penalty: 4873.942871
	Iteration 40F: 3 clusters Score -2612192 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -2612194.750000 Penalty: 4873.942871
	Iteration 41Q: 3 clusters Score -2612195 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2612202.000000 Penalty: 4873.942871
	Iteration 42Q: 3 clusters Score -2612202 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2612210.500000 Penalty: 4873.942871
	Iteration 43Q: 3 clusters Score -2612210 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -2612211.500000 Penalty: 4873.942871
	Iteration 44Q: 3 clusters Score -2612212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -2612211.500000 Penalty: 4873.942871
	Iteration 45Q: 3 clusters Score -2612212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2612214.500000 Penalty: 4873.942871
	Iteration 46Q: 3 clusters Score -2612214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2612223.000000 Penalty: 4873.942871
	Iteration 47Q: 3 clusters Score -2612223 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -2612227.500000 Penalty: 4873.942871
	Iteration 48Q: 3 clusters Score -2612228 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -2612234.250000 Penalty: 4873.942871
	Iteration 49Q: 3 clusters Score -2612234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -2612230.250000 Penalty: 4873.942871
	Iteration 50Q: 3 clusters Score -2612230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -2612240.750000 Penalty: 4873.942871
	Iteration 51Q: 3 clusters Score -2612241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2612240.000000 Penalty: 4873.942871
	Iteration 52Q: 3 clusters Score -2612240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -2612245.000000 Penalty: 4873.942871
	Iteration 53Q: 3 clusters Score -2612245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2612246.500000 Penalty: 4873.942871
	Iteration 54Q: 3 clusters Score -2612246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -2612247.000000 Penalty: 4873.942871
	Iteration 55Q: 3 clusters Score -2612247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2612249.500000 Penalty: 4873.942871
	Iteration 56Q: 3 clusters Score -2612250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -2612245.750000 Penalty: 4873.942871
	Iteration 57Q: 3 clusters Score -2612246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2612247.750000 Penalty: 4873.942871
	Iteration 58Q: 3 clusters Score -2612248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2612249.500000 Penalty: 4873.942871
	Iteration 59Q: 3 clusters Score -2612250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2612247.750000 Penalty: 4873.942871
	Iteration 60F: 3 clusters Score -2612248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -2612254.500000 Penalty: 4873.942871
	Iteration 61Q: 3 clusters Score -2612254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2612254.000000 Penalty: 4873.942871
	Iteration 62Q: 3 clusters Score -2612254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2612250.750000 Penalty: 4873.942871
	Iteration 63Q: 3 clusters Score -2612251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2612254.250000 Penalty: 4873.942871
	Iteration 64Q: 3 clusters Score -2612254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2612252.750000 Penalty: 4873.942871
	Iteration 65Q: 3 clusters Score -2612253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2612253.500000 Penalty: 4873.942871
	Iteration 66Q: 3 clusters Score -2612254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2612255.500000 Penalty: 4873.942871
	Iteration 67Q: 3 clusters Score -2612256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2612258.750000 Penalty: 4873.942871
	Iteration 68Q: 3 clusters Score -2612259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2612260.750000 Penalty: 4873.942871
	Iteration 69Q: 3 clusters Score -2612261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2612260.750000 Penalty: 4873.942871
	Iteration 70Q: 3 clusters Score -2612261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2612262.500000 Penalty: 4873.942871
	Iteration 71Q: 3 clusters Score -2612262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2612259.500000 Penalty: 4873.942871
	Iteration 72Q: 3 clusters Score -2612260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2612258.250000 Penalty: 4873.942871
	Iteration 73Q: 3 clusters Score -2612258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -2612261.000000 Penalty: 4873.942871
	Iteration 74Q: 3 clusters Score -2612261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2612259.000000 Penalty: 4873.942871
	Iteration 75Q: 3 clusters Score -2612259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2612259.000000 Penalty: 4873.942871
	Iteration 76F: 3 clusters Score -2612259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Entering Unmasked Estep 
Score: -77580.429688 Penalty: 1573.282349
	Iteration 0F: 2 clusters Score -77580.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -75967.742188 Penalty: 3146.564697
	Iteration 0F: 3 clusters Score -75967.74 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -76144.929688 Penalty: 3146.564697
	Iteration 1F: 3 clusters Score -76144.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -76212.828125 Penalty: 3146.564697
	Iteration 2F: 3 clusters Score -76212.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -76246.812500 Penalty: 3146.564697
	Iteration 3Q: 3 clusters Score -76246.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -76258.343750 Penalty: 3146.564697
	Iteration 4Q: 3 clusters Score -76258.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -76275.218750 Penalty: 3146.564697
	Iteration 5Q: 3 clusters Score -76275.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -76285.632812 Penalty: 3146.564697
	Iteration 6Q: 3 clusters Score -76285.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -76286.625000 Penalty: 3146.564697
	Iteration 7Q: 3 clusters Score -76286.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -76286.625000 Penalty: 3146.564697
	Iteration 8F: 3 clusters Score -76286.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Entering Unmasked Estep 
Score: -5413514.500000 Penalty: 2624.808350
	Iteration 0F: 2 clusters Score -5413514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -5386742.000000 Penalty: 5249.616699
	Iteration 0F: 3 clusters Score -5386742 nChanged 18080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -5396790.000000 Penalty: 5249.616699
	Iteration 1F: 3 clusters Score -5396790 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -5397305.500000 Penalty: 5249.616699
	Iteration 2Q: 3 clusters Score -5397306 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -5397860.500000 Penalty: 5249.616699
	Iteration 3Q: 3 clusters Score -5397860 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -5398440.500000 Penalty: 5249.616699
	Iteration 4Q: 3 clusters Score -5398440 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -5399253.000000 Penalty: 5249.616699
	Iteration 5Q: 3 clusters Score -5399253 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -5400593.500000 Penalty: 5249.616699
	Iteration 6F: 3 clusters Score -5400594 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -5402627.500000 Penalty: 5249.616699
	Iteration 7F: 3 clusters Score -5402628 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -5405322.000000 Penalty: 5249.616699
	Iteration 8F: 3 clusters Score -5405322 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -5407831.000000 Penalty: 5249.616699
	Iteration 9F: 3 clusters Score -5407831 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -5409526.500000 Penalty: 5249.616699
	Iteration 10Q: 3 clusters Score -5409526 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 38540 members 
Entering Unmasked Estep 
Score: -5410416.000000 Penalty: 5249.616699
	Iteration 11Q: 3 clusters Score -5410416 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -5410773.500000 Penalty: 5249.616699
	Iteration 12Q: 3 clusters Score -5410774 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -5410995.500000 Penalty: 5249.616699
	Iteration 13Q: 3 clusters Score -5410996 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -5411075.000000 Penalty: 5249.616699
	Iteration 14Q: 3 clusters Score -5411075 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
Score: -5411121.500000 Penalty: 5249.616699
	Iteration 15Q: 3 clusters Score -5411122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -5411143.000000 Penalty: 5249.616699
	Iteration 16Q: 3 clusters Score -5411143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -5411166.000000 Penalty: 5249.616699
	Iteration 17Q: 3 clusters Score -5411166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 39243 members 
Entering Unmasked Estep 
Score: -5411174.000000 Penalty: 5249.616699
	Iteration 18Q: 3 clusters Score -5411174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 39247 members 
Entering Unmasked Estep 
Score: -5411177.000000 Penalty: 5249.616699
	Iteration 19Q: 3 clusters Score -5411177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -5411184.500000 Penalty: 5249.616699
	Iteration 20F: 3 clusters Score -5411184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -5411185.000000 Penalty: 5249.616699
	Iteration 21Q: 3 clusters Score -5411185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -5411190.000000 Penalty: 5249.616699
	Iteration 22Q: 3 clusters Score -5411190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 39254 members 
Entering Unmasked Estep 
Score: -5411194.500000 Penalty: 5249.616699
	Iteration 23Q: 3 clusters Score -5411194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 39255 members 
Entering Unmasked Estep 
Score: -5411195.000000 Penalty: 5249.616699
	Iteration 24Q: 3 clusters Score -5411195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 39255 members 
Entering Unmasked Estep 
Score: -5411195.000000 Penalty: 5249.616699
	Iteration 25F: 3 clusters Score -5411195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -95008.664062 Penalty: 1621.458618
	Iteration 0F: 2 clusters Score -95008.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -93316.867188 Penalty: 3242.917236
	Iteration 0F: 3 clusters Score -93316.87 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -93530.906250 Penalty: 3242.917236
	Iteration 1F: 3 clusters Score -93530.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -93583.625000 Penalty: 3242.917236
	Iteration 2Q: 3 clusters Score -93583.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -93593.273438 Penalty: 3242.917236
	Iteration 3Q: 3 clusters Score -93593.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -93602.906250 Penalty: 3242.917236
	Iteration 4Q: 3 clusters Score -93602.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -93616.882812 Penalty: 3242.917236
	Iteration 5Q: 3 clusters Score -93616.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -93626.656250 Penalty: 3242.917236
	Iteration 6Q: 3 clusters Score -93626.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -93629.453125 Penalty: 3242.917236
	Iteration 7Q: 3 clusters Score -93629.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -93631.476562 Penalty: 3242.917236
	Iteration 8Q: 3 clusters Score -93631.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -93631.476562 Penalty: 3242.917236
	Iteration 9F: 3 clusters Score -93631.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -83711.242188 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -83711.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -82067.218750 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -82067.22 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -82303.820312 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -82303.82 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -82382.023438 Penalty: 3193.125000
	Iteration 2Q: 3 clusters Score -82382.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -82418.632812 Penalty: 3193.125000
	Iteration 3Q: 3 clusters Score -82418.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -82436.437500 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -82436.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -82447.695312 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -82447.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -82452.625000 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -82452.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -82452.625000 Penalty: 3193.125000
	Iteration 7F: 3 clusters Score -82452.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (161320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161320 members 
Entering Unmasked Estep 
Score: -22524618.000000 Penalty: 2973.803955
	Iteration 0F: 2 clusters Score -2.252462e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80805 members 
Mstep: Class 2 contains 80515 members 
Entering Unmasked Estep 
Score: -22419080.000000 Penalty: 5947.607910
	Iteration 0F: 3 clusters Score -2.241908e+07 nChanged 77162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82123 members 
Mstep: Class 2 contains 79197 members 
Entering Unmasked Estep 
Score: -22463632.000000 Penalty: 5947.607910
	Iteration 1F: 3 clusters Score -2.246363e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82927 members 
Mstep: Class 2 contains 78393 members 
Entering Unmasked Estep 
Score: -22465004.000000 Penalty: 5947.607910
	Iteration 2Q: 3 clusters Score -2.2465e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84278 members 
Mstep: Class 2 contains 77042 members 
Entering Unmasked Estep 
Score: -22466594.000000 Penalty: 5947.607910
	Iteration 3Q: 3 clusters Score -2.246659e+07 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86606 members 
Mstep: Class 2 contains 74714 members 
Entering Unmasked Estep 
Score: -22469114.000000 Penalty: 5947.607910
	Iteration 4Q: 3 clusters Score -2.246911e+07 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90204 members 
Mstep: Class 2 contains 71116 members 
Entering Unmasked Estep 
Score: -22473204.000000 Penalty: 5947.607910
	Iteration 5Q: 3 clusters Score -2.24732e+07 nChanged 9797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95357 members 
Mstep: Class 2 contains 65963 members 
Entering Unmasked Estep 
Score: -22479526.000000 Penalty: 5947.607910
	Iteration 6F: 3 clusters Score -2.247953e+07 nChanged 11322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101715 members 
Mstep: Class 2 contains 59605 members 
Entering Unmasked Estep 
Score: -22487880.000000 Penalty: 5947.607910
	Iteration 7F: 3 clusters Score -2.248788e+07 nChanged 11532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107919 members 
Mstep: Class 2 contains 53401 members 
Entering Unmasked Estep 
Score: -22497134.000000 Penalty: 5947.607910
	Iteration 8F: 3 clusters Score -2.249713e+07 nChanged 9909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112458 members 
Mstep: Class 2 contains 48862 members 
Entering Unmasked Estep 
Score: -22504364.000000 Penalty: 5947.607910
	Iteration 9F: 3 clusters Score -2.250436e+07 nChanged 7178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115554 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -22508182.000000 Penalty: 5947.607910
	Iteration 10Q: 3 clusters Score -2.250818e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118109 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -22510220.000000 Penalty: 5947.607910
	Iteration 11Q: 3 clusters Score -2.251022e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120613 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -22511574.000000 Penalty: 5947.607910
	Iteration 12Q: 3 clusters Score -2.251157e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123024 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -22512856.000000 Penalty: 5947.607910
	Iteration 13Q: 3 clusters Score -2.251286e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125372 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -22514194.000000 Penalty: 5947.607910
	Iteration 14Q: 3 clusters Score -2.251419e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127705 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -22515286.000000 Penalty: 5947.607910
	Iteration 15Q: 3 clusters Score -2.251529e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129908 members 
Mstep: Class 2 contains 31412 members 
Entering Unmasked Estep 
Score: -22516246.000000 Penalty: 5947.607910
	Iteration 16Q: 3 clusters Score -2.251625e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132000 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -22517232.000000 Penalty: 5947.607910
	Iteration 17Q: 3 clusters Score -2.251723e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134043 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -22517972.000000 Penalty: 5947.607910
	Iteration 18Q: 3 clusters Score -2.251797e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136011 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -22518712.000000 Penalty: 5947.607910
	Iteration 19Q: 3 clusters Score -2.251871e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137893 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -22519410.000000 Penalty: 5947.607910
	Iteration 20F: 3 clusters Score -2.251941e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139673 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -22520100.000000 Penalty: 5947.607910
	Iteration 21Q: 3 clusters Score -2.25201e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141326 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -22520582.000000 Penalty: 5947.607910
	Iteration 22Q: 3 clusters Score -2.252058e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142902 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -22520990.000000 Penalty: 5947.607910
	Iteration 23Q: 3 clusters Score -2.252099e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144378 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -22521390.000000 Penalty: 5947.607910
	Iteration 24Q: 3 clusters Score -2.252139e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145727 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -22521780.000000 Penalty: 5947.607910
	Iteration 25Q: 3 clusters Score -2.252178e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146917 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -22521930.000000 Penalty: 5947.607910
	Iteration 26Q: 3 clusters Score -2.252193e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147969 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -22522200.000000 Penalty: 5947.607910
	Iteration 27Q: 3 clusters Score -2.25222e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149002 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -22522386.000000 Penalty: 5947.607910
	Iteration 28Q: 3 clusters Score -2.252239e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149939 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -22522588.000000 Penalty: 5947.607910
	Iteration 29Q: 3 clusters Score -2.252259e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150755 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -22522736.000000 Penalty: 5947.607910
	Iteration 30Q: 3 clusters Score -2.252274e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151494 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -22522926.000000 Penalty: 5947.607910
	Iteration 31Q: 3 clusters Score -2.252293e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152150 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -22523054.000000 Penalty: 5947.607910
	Iteration 32Q: 3 clusters Score -2.252305e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152737 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -22523146.000000 Penalty: 5947.607910
	Iteration 33Q: 3 clusters Score -2.252315e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153266 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -22523194.000000 Penalty: 5947.607910
	Iteration 34Q: 3 clusters Score -2.252319e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153729 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -22523256.000000 Penalty: 5947.607910
	Iteration 35Q: 3 clusters Score -2.252326e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154138 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -22523304.000000 Penalty: 5947.607910
	Iteration 36Q: 3 clusters Score -2.25233e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154520 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -22523322.000000 Penalty: 5947.607910
	Iteration 37Q: 3 clusters Score -2.252332e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154854 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -22523378.000000 Penalty: 5947.607910
	Iteration 38Q: 3 clusters Score -2.252338e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155166 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -22523376.000000 Penalty: 5947.607910
	Iteration 39Q: 3 clusters Score -2.252338e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155457 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -22523446.000000 Penalty: 5947.607910
	Iteration 40F: 3 clusters Score -2.252345e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155723 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -22523434.000000 Penalty: 5947.607910
	Iteration 41Q: 3 clusters Score -2.252343e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155966 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -22523438.000000 Penalty: 5947.607910
	Iteration 42Q: 3 clusters Score -2.252344e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156164 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -22523392.000000 Penalty: 5947.607910
	Iteration 43Q: 3 clusters Score -2.252339e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156339 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -22523372.000000 Penalty: 5947.607910
	Iteration 44Q: 3 clusters Score -2.252337e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156490 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -22523382.000000 Penalty: 5947.607910
	Iteration 45Q: 3 clusters Score -2.252338e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156641 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -22523340.000000 Penalty: 5947.607910
	Iteration 46Q: 3 clusters Score -2.252334e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156775 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -22523386.000000 Penalty: 5947.607910
	Iteration 47Q: 3 clusters Score -2.252339e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156909 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -22523430.000000 Penalty: 5947.607910
	Iteration 48Q: 3 clusters Score -2.252343e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157038 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -22523446.000000 Penalty: 5947.607910
	Iteration 49Q: 3 clusters Score -2.252345e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157155 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -22523458.000000 Penalty: 5947.607910
	Iteration 50Q: 3 clusters Score -2.252346e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157263 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -22523428.000000 Penalty: 5947.607910
	Iteration 51Q: 3 clusters Score -2.252343e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157363 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -22523406.000000 Penalty: 5947.607910
	Iteration 52Q: 3 clusters Score -2.252341e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157442 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -22523392.000000 Penalty: 5947.607910
	Iteration 53Q: 3 clusters Score -2.252339e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157512 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -22523344.000000 Penalty: 5947.607910
	Iteration 54Q: 3 clusters Score -2.252334e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157594 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -22523362.000000 Penalty: 5947.607910
	Iteration 55Q: 3 clusters Score -2.252336e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157651 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -22523338.000000 Penalty: 5947.607910
	Iteration 56Q: 3 clusters Score -2.252334e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157708 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -22523338.000000 Penalty: 5947.607910
	Iteration 57Q: 3 clusters Score -2.252334e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157747 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -22523350.000000 Penalty: 5947.607910
	Iteration 58Q: 3 clusters Score -2.252335e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157780 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -22523348.000000 Penalty: 5947.607910
	Iteration 59Q: 3 clusters Score -2.252335e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157809 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -22523344.000000 Penalty: 5947.607910
	Iteration 60F: 3 clusters Score -2.252334e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157830 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -22523352.000000 Penalty: 5947.607910
	Iteration 61Q: 3 clusters Score -2.252335e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157846 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -22523334.000000 Penalty: 5947.607910
	Iteration 62Q: 3 clusters Score -2.252333e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157861 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -22523332.000000 Penalty: 5947.607910
	Iteration 63Q: 3 clusters Score -2.252333e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157873 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -22523350.000000 Penalty: 5947.607910
	Iteration 64Q: 3 clusters Score -2.252335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157879 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -22523352.000000 Penalty: 5947.607910
	Iteration 65Q: 3 clusters Score -2.252335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157884 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -22523370.000000 Penalty: 5947.607910
	Iteration 66Q: 3 clusters Score -2.252337e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157892 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -22523376.000000 Penalty: 5947.607910
	Iteration 67Q: 3 clusters Score -2.252338e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157900 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -22523370.000000 Penalty: 5947.607910
	Iteration 68Q: 3 clusters Score -2.252337e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157909 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -22523356.000000 Penalty: 5947.607910
	Iteration 69Q: 3 clusters Score -2.252336e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157919 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -22523380.000000 Penalty: 5947.607910
	Iteration 70Q: 3 clusters Score -2.252338e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157926 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -22523360.000000 Penalty: 5947.607910
	Iteration 71Q: 3 clusters Score -2.252336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157933 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -22523354.000000 Penalty: 5947.607910
	Iteration 72Q: 3 clusters Score -2.252335e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157942 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -22523356.000000 Penalty: 5947.607910
	Iteration 73Q: 3 clusters Score -2.252336e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157954 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -22523344.000000 Penalty: 5947.607910
	Iteration 74Q: 3 clusters Score -2.252334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157963 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -22523358.000000 Penalty: 5947.607910
	Iteration 75Q: 3 clusters Score -2.252336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157972 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -22523360.000000 Penalty: 5947.607910
	Iteration 76Q: 3 clusters Score -2.252336e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157986 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -22523374.000000 Penalty: 5947.607910
	Iteration 77Q: 3 clusters Score -2.252337e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157993 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -22523360.000000 Penalty: 5947.607910
	Iteration 78Q: 3 clusters Score -2.252336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157997 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -22523362.000000 Penalty: 5947.607910
	Iteration 79Q: 3 clusters Score -2.252336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158002 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -22523364.000000 Penalty: 5947.607910
	Iteration 80F: 3 clusters Score -2.252336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158004 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -22523366.000000 Penalty: 5947.607910
	Iteration 81Q: 3 clusters Score -2.252337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158009 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -22523362.000000 Penalty: 5947.607910
	Iteration 82Q: 3 clusters Score -2.252336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158016 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -22523342.000000 Penalty: 5947.607910
	Iteration 83Q: 3 clusters Score -2.252334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158027 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -22523340.000000 Penalty: 5947.607910
	Iteration 84Q: 3 clusters Score -2.252334e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158039 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -22523356.000000 Penalty: 5947.607910
	Iteration 85Q: 3 clusters Score -2.252336e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158056 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -22523370.000000 Penalty: 5947.607910
	Iteration 86Q: 3 clusters Score -2.252337e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158070 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -22523390.000000 Penalty: 5947.607910
	Iteration 87Q: 3 clusters Score -2.252339e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158081 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -22523394.000000 Penalty: 5947.607910
	Iteration 88Q: 3 clusters Score -2.252339e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158090 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -22523408.000000 Penalty: 5947.607910
	Iteration 89Q: 3 clusters Score -2.252341e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158097 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -22523416.000000 Penalty: 5947.607910
	Iteration 90Q: 3 clusters Score -2.252342e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158110 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -22523382.000000 Penalty: 5947.607910
	Iteration 91Q: 3 clusters Score -2.252338e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158125 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -22523398.000000 Penalty: 5947.607910
	Iteration 92Q: 3 clusters Score -2.25234e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158135 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -22523366.000000 Penalty: 5947.607910
	Iteration 93Q: 3 clusters Score -2.252337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158137 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -22523362.000000 Penalty: 5947.607910
	Iteration 94Q: 3 clusters Score -2.252336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158139 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -22523366.000000 Penalty: 5947.607910
	Iteration 95Q: 3 clusters Score -2.252337e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158139 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -22523366.000000 Penalty: 5947.607910
	Iteration 96F: 3 clusters Score -2.252337e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Entering Unmasked Estep 
Score: -3957316.750000 Penalty: 2538.035400
	Iteration 0F: 2 clusters Score -3957317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -3938114.000000 Penalty: 5076.070801
	Iteration 0F: 3 clusters Score -3938114 nChanged 12540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -3944755.000000 Penalty: 5076.070801
	Iteration 1F: 3 clusters Score -3944755 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -3945100.750000 Penalty: 5076.070801
	Iteration 2Q: 3 clusters Score -3945101 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -3945367.500000 Penalty: 5076.070801
	Iteration 3Q: 3 clusters Score -3945368 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -3945624.250000 Penalty: 5076.070801
	Iteration 4Q: 3 clusters Score -3945624 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -3945881.000000 Penalty: 5076.070801
	Iteration 5Q: 3 clusters Score -3945881 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -3946168.500000 Penalty: 5076.070801
	Iteration 6Q: 3 clusters Score -3946168 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -3946479.000000 Penalty: 5076.070801
	Iteration 7Q: 3 clusters Score -3946479 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -3946903.500000 Penalty: 5076.070801
	Iteration 8Q: 3 clusters Score -3946904 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -3947450.500000 Penalty: 5076.070801
	Iteration 9Q: 3 clusters Score -3947450 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -3948145.250000 Penalty: 5076.070801
	Iteration 10Q: 3 clusters Score -3948145 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -3949044.750000 Penalty: 5076.070801
	Iteration 11Q: 3 clusters Score -3949045 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -3950158.750000 Penalty: 5076.070801
	Iteration 12F: 3 clusters Score -3950159 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -3951265.500000 Penalty: 5076.070801
	Iteration 13F: 3 clusters Score -3951266 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -3952097.750000 Penalty: 5076.070801
	Iteration 14Q: 3 clusters Score -3952098 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -3952634.500000 Penalty: 5076.070801
	Iteration 15Q: 3 clusters Score -3952634 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -3952966.750000 Penalty: 5076.070801
	Iteration 16Q: 3 clusters Score -3952967 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -3953165.750000 Penalty: 5076.070801
	Iteration 17Q: 3 clusters Score -3953166 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -3953320.250000 Penalty: 5076.070801
	Iteration 18Q: 3 clusters Score -3953320 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -3953458.250000 Penalty: 5076.070801
	Iteration 19Q: 3 clusters Score -3953458 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -3953593.750000 Penalty: 5076.070801
	Iteration 20F: 3 clusters Score -3953594 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -3953718.500000 Penalty: 5076.070801
	Iteration 21Q: 3 clusters Score -3953718 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -3953840.000000 Penalty: 5076.070801
	Iteration 22Q: 3 clusters Score -3953840 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -3953955.250000 Penalty: 5076.070801
	Iteration 23Q: 3 clusters Score -3953955 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -3954057.000000 Penalty: 5076.070801
	Iteration 24Q: 3 clusters Score -3954057 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -3954138.250000 Penalty: 5076.070801
	Iteration 25Q: 3 clusters Score -3954138 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -3954234.750000 Penalty: 5076.070801
	Iteration 26Q: 3 clusters Score -3954235 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -3954305.250000 Penalty: 5076.070801
	Iteration 27Q: 3 clusters Score -3954305 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -3954376.000000 Penalty: 5076.070801
	Iteration 28Q: 3 clusters Score -3954376 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -3954464.250000 Penalty: 5076.070801
	Iteration 29Q: 3 clusters Score -3954464 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -3954548.000000 Penalty: 5076.070801
	Iteration 30Q: 3 clusters Score -3954548 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -3954627.750000 Penalty: 5076.070801
	Iteration 31Q: 3 clusters Score -3954628 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3954682.000000 Penalty: 5076.070801
	Iteration 32Q: 3 clusters Score -3954682 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -3954734.250000 Penalty: 5076.070801
	Iteration 33Q: 3 clusters Score -3954734 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -3954793.250000 Penalty: 5076.070801
	Iteration 34Q: 3 clusters Score -3954793 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3954828.000000 Penalty: 5076.070801
	Iteration 35Q: 3 clusters Score -3954828 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3954862.000000 Penalty: 5076.070801
	Iteration 36Q: 3 clusters Score -3954862 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3954896.500000 Penalty: 5076.070801
	Iteration 37Q: 3 clusters Score -3954896 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3954918.250000 Penalty: 5076.070801
	Iteration 38Q: 3 clusters Score -3954918 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3954944.500000 Penalty: 5076.070801
	Iteration 39Q: 3 clusters Score -3954944 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3954960.500000 Penalty: 5076.070801
	Iteration 40F: 3 clusters Score -3954960 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3954986.750000 Penalty: 5076.070801
	Iteration 41Q: 3 clusters Score -3954987 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3955011.500000 Penalty: 5076.070801
	Iteration 42Q: 3 clusters Score -3955012 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3955031.750000 Penalty: 5076.070801
	Iteration 43Q: 3 clusters Score -3955032 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3955047.750000 Penalty: 5076.070801
	Iteration 44Q: 3 clusters Score -3955048 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3955077.500000 Penalty: 5076.070801
	Iteration 45Q: 3 clusters Score -3955078 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3955085.250000 Penalty: 5076.070801
	Iteration 46Q: 3 clusters Score -3955085 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3955096.250000 Penalty: 5076.070801
	Iteration 47Q: 3 clusters Score -3955096 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3955121.250000 Penalty: 5076.070801
	Iteration 48Q: 3 clusters Score -3955121 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3955126.250000 Penalty: 5076.070801
	Iteration 49Q: 3 clusters Score -3955126 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3955137.000000 Penalty: 5076.070801
	Iteration 50Q: 3 clusters Score -3955137 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3955138.750000 Penalty: 5076.070801
	Iteration 51Q: 3 clusters Score -3955139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3955143.000000 Penalty: 5076.070801
	Iteration 52Q: 3 clusters Score -3955143 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3955154.500000 Penalty: 5076.070801
	Iteration 53Q: 3 clusters Score -3955154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3955164.250000 Penalty: 5076.070801
	Iteration 54Q: 3 clusters Score -3955164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3955173.000000 Penalty: 5076.070801
	Iteration 55Q: 3 clusters Score -3955173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3955170.250000 Penalty: 5076.070801
	Iteration 56Q: 3 clusters Score -3955170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3955167.500000 Penalty: 5076.070801
	Iteration 57Q: 3 clusters Score -3955168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3955170.500000 Penalty: 5076.070801
	Iteration 58Q: 3 clusters Score -3955170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3955176.250000 Penalty: 5076.070801
	Iteration 59Q: 3 clusters Score -3955176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3955175.250000 Penalty: 5076.070801
	Iteration 60F: 3 clusters Score -3955175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3955181.000000 Penalty: 5076.070801
	Iteration 61Q: 3 clusters Score -3955181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3955181.000000 Penalty: 5076.070801
	Iteration 62Q: 3 clusters Score -3955181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3955181.500000 Penalty: 5076.070801
	Iteration 63Q: 3 clusters Score -3955182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3955181.000000 Penalty: 5076.070801
	Iteration 64Q: 3 clusters Score -3955181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3955180.250000 Penalty: 5076.070801
	Iteration 65Q: 3 clusters Score -3955180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3955181.000000 Penalty: 5076.070801
	Iteration 66Q: 3 clusters Score -3955181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3955183.000000 Penalty: 5076.070801
	Iteration 67Q: 3 clusters Score -3955183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3955180.250000 Penalty: 5076.070801
	Iteration 68Q: 3 clusters Score -3955180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3955180.250000 Penalty: 5076.070801
	Iteration 69F: 3 clusters Score -3955180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Entering Unmasked Estep 
Score: -422665.750000 Penalty: 1998.700562
	Iteration 0F: 2 clusters Score -422665.8 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 1591 members 
Entering Unmasked Estep 
Score: -419305.812500 Penalty: 3997.401123
	Iteration 0F: 3 clusters Score -419305.8 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -420030.937500 Penalty: 3997.401123
	Iteration 1F: 3 clusters Score -420030.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -420264.812500 Penalty: 3997.401123
	Iteration 2F: 3 clusters Score -420264.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -420444.656250 Penalty: 3997.401123
	Iteration 3F: 3 clusters Score -420444.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -420612.093750 Penalty: 3997.401123
	Iteration 4F: 3 clusters Score -420612.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -420868.875000 Penalty: 3997.401123
	Iteration 5F: 3 clusters Score -420868.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -421223.250000 Penalty: 3997.401123
	Iteration 6F: 3 clusters Score -421223.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -421541.062500 Penalty: 3997.401123
	Iteration 7F: 3 clusters Score -421541.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -421737.375000 Penalty: 3997.401123
	Iteration 8F: 3 clusters Score -421737.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -421842.531250 Penalty: 3997.401123
	Iteration 9Q: 3 clusters Score -421842.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -421903.656250 Penalty: 3997.401123
	Iteration 10Q: 3 clusters Score -421903.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -421952.593750 Penalty: 3997.401123
	Iteration 11Q: 3 clusters Score -421952.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -421981.312500 Penalty: 3997.401123
	Iteration 12Q: 3 clusters Score -421981.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -422005.281250 Penalty: 3997.401123
	Iteration 13Q: 3 clusters Score -422005.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -422020.656250 Penalty: 3997.401123
	Iteration 14Q: 3 clusters Score -422020.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -422032.156250 Penalty: 3997.401123
	Iteration 15Q: 3 clusters Score -422032.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -422039.843750 Penalty: 3997.401123
	Iteration 16Q: 3 clusters Score -422039.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -422048.031250 Penalty: 3997.401123
	Iteration 17Q: 3 clusters Score -422048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -422052.937500 Penalty: 3997.401123
	Iteration 18Q: 3 clusters Score -422052.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -422054.687500 Penalty: 3997.401123
	Iteration 19Q: 3 clusters Score -422054.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -422054.625000 Penalty: 3997.401123
	Iteration 20F: 3 clusters Score -422054.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -47642.886719 Penalty: 1473.814331
	Iteration 0F: 2 clusters Score -47642.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -46264.121094 Penalty: 2947.628662
	Iteration 0F: 3 clusters Score -46264.12 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -46405.714844 Penalty: 2947.628662
	Iteration 1F: 3 clusters Score -46405.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -46478.828125 Penalty: 2947.628662
	Iteration 2F: 3 clusters Score -46478.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -46524.574219 Penalty: 2947.628662
	Iteration 3Q: 3 clusters Score -46524.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -46575.597656 Penalty: 2947.628662
	Iteration 4Q: 3 clusters Score -46575.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -46596.796875 Penalty: 2947.628662
	Iteration 5Q: 3 clusters Score -46596.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -46602.285156 Penalty: 2947.628662
	Iteration 6Q: 3 clusters Score -46602.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -46602.285156 Penalty: 2947.628662
	Iteration 7F: 3 clusters Score -46602.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Entering Unmasked Estep 
Score: -530528.000000 Penalty: 2047.316650
	Iteration 0F: 2 clusters Score -530528 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 1927 members 
Entering Unmasked Estep 
Score: -526748.437500 Penalty: 4094.633301
	Iteration 0F: 3 clusters Score -526748.4 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -527568.312500 Penalty: 4094.633301
	Iteration 1F: 3 clusters Score -527568.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -527723.750000 Penalty: 4094.633301
	Iteration 2F: 3 clusters Score -527723.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -527817.437500 Penalty: 4094.633301
	Iteration 3Q: 3 clusters Score -527817.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -527895.187500 Penalty: 4094.633301
	Iteration 4Q: 3 clusters Score -527895.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -527957.437500 Penalty: 4094.633301
	Iteration 5Q: 3 clusters Score -527957.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -528008.812500 Penalty: 4094.633301
	Iteration 6Q: 3 clusters Score -528008.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -528047.500000 Penalty: 4094.633301
	Iteration 7Q: 3 clusters Score -528047.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -528082.250000 Penalty: 4094.633301
	Iteration 8Q: 3 clusters Score -528082.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -528117.937500 Penalty: 4094.633301
	Iteration 9Q: 3 clusters Score -528117.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -528147.000000 Penalty: 4094.633301
	Iteration 10Q: 3 clusters Score -528147 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -528184.625000 Penalty: 4094.633301
	Iteration 11Q: 3 clusters Score -528184.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -528217.437500 Penalty: 4094.633301
	Iteration 12Q: 3 clusters Score -528217.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -528251.500000 Penalty: 4094.633301
	Iteration 13Q: 3 clusters Score -528251.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -528290.375000 Penalty: 4094.633301
	Iteration 14Q: 3 clusters Score -528290.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -528329.937500 Penalty: 4094.633301
	Iteration 15Q: 3 clusters Score -528329.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -528369.375000 Penalty: 4094.633301
	Iteration 16Q: 3 clusters Score -528369.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -528409.000000 Penalty: 4094.633301
	Iteration 17Q: 3 clusters Score -528409 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -528448.625000 Penalty: 4094.633301
	Iteration 18Q: 3 clusters Score -528448.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -528490.000000 Penalty: 4094.633301
	Iteration 19Q: 3 clusters Score -528490 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -528530.375000 Penalty: 4094.633301
	Iteration 20F: 3 clusters Score -528530.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -528574.250000 Penalty: 4094.633301
	Iteration 21Q: 3 clusters Score -528574.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -528628.250000 Penalty: 4094.633301
	Iteration 22Q: 3 clusters Score -528628.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -528719.812500 Penalty: 4094.633301
	Iteration 23Q: 3 clusters Score -528719.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -528815.937500 Penalty: 4094.633301
	Iteration 24Q: 3 clusters Score -528815.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -528950.937500 Penalty: 4094.633301
	Iteration 25Q: 3 clusters Score -528950.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -529103.250000 Penalty: 4094.633301
	Iteration 26Q: 3 clusters Score -529103.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -529307.875000 Penalty: 4094.633301
	Iteration 27Q: 3 clusters Score -529307.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -529481.312500 Penalty: 4094.633301
	Iteration 28Q: 3 clusters Score -529481.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -529625.000000 Penalty: 4094.633301
	Iteration 29Q: 3 clusters Score -529625 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -529746.187500 Penalty: 4094.633301
	Iteration 30Q: 3 clusters Score -529746.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -529816.562500 Penalty: 4094.633301
	Iteration 31Q: 3 clusters Score -529816.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -529850.500000 Penalty: 4094.633301
	Iteration 32Q: 3 clusters Score -529850.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -529874.937500 Penalty: 4094.633301
	Iteration 33Q: 3 clusters Score -529874.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -529885.812500 Penalty: 4094.633301
	Iteration 34Q: 3 clusters Score -529885.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -529890.500000 Penalty: 4094.633301
	Iteration 35Q: 3 clusters Score -529890.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -529894.187500 Penalty: 4094.633301
	Iteration 36Q: 3 clusters Score -529894.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -529895.937500 Penalty: 4094.633301
	Iteration 37Q: 3 clusters Score -529895.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -529897.375000 Penalty: 4094.633301
	Iteration 38Q: 3 clusters Score -529897.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -529899.562500 Penalty: 4094.633301
	Iteration 39Q: 3 clusters Score -529899.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -529901.625000 Penalty: 4094.633301
	Iteration 40F: 3 clusters Score -529901.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -529902.562500 Penalty: 4094.633301
	Iteration 41Q: 3 clusters Score -529902.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -529902.500000 Penalty: 4094.633301
	Iteration 42Q: 3 clusters Score -529902.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -529902.500000 Penalty: 4094.633301
	Iteration 43F: 3 clusters Score -529902.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Entering Unmasked Estep 
Score: -315222.812500 Penalty: 1924.912720
	Iteration 0F: 2 clusters Score -315222.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -312384.250000 Penalty: 3849.825439
	Iteration 0F: 3 clusters Score -312384.2 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -312964.906250 Penalty: 3849.825439
	Iteration 1F: 3 clusters Score -312964.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -313126.250000 Penalty: 3849.825439
	Iteration 2F: 3 clusters Score -313126.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -313248.218750 Penalty: 3849.825439
	Iteration 3F: 3 clusters Score -313248.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -313344.968750 Penalty: 3849.825439
	Iteration 4Q: 3 clusters Score -313345 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -313419.593750 Penalty: 3849.825439
	Iteration 5Q: 3 clusters Score -313419.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -313469.750000 Penalty: 3849.825439
	Iteration 6Q: 3 clusters Score -313469.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -313521.531250 Penalty: 3849.825439
	Iteration 7Q: 3 clusters Score -313521.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -313558.062500 Penalty: 3849.825439
	Iteration 8Q: 3 clusters Score -313558.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -313580.875000 Penalty: 3849.825439
	Iteration 9Q: 3 clusters Score -313580.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -313607.625000 Penalty: 3849.825439
	Iteration 10Q: 3 clusters Score -313607.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -313631.937500 Penalty: 3849.825439
	Iteration 11Q: 3 clusters Score -313631.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -313648.875000 Penalty: 3849.825439
	Iteration 12Q: 3 clusters Score -313648.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -313663.843750 Penalty: 3849.825439
	Iteration 13Q: 3 clusters Score -313663.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -313680.531250 Penalty: 3849.825439
	Iteration 14Q: 3 clusters Score -313680.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -313694.093750 Penalty: 3849.825439
	Iteration 15Q: 3 clusters Score -313694.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -313702.687500 Penalty: 3849.825439
	Iteration 16Q: 3 clusters Score -313702.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -313712.125000 Penalty: 3849.825439
	Iteration 17Q: 3 clusters Score -313712.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -313718.625000 Penalty: 3849.825439
	Iteration 18Q: 3 clusters Score -313718.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -313728.000000 Penalty: 3849.825439
	Iteration 19Q: 3 clusters Score -313728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -313732.750000 Penalty: 3849.825439
	Iteration 20F: 3 clusters Score -313732.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -313736.218750 Penalty: 3849.825439
	Iteration 21Q: 3 clusters Score -313736.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -313737.687500 Penalty: 3849.825439
	Iteration 22Q: 3 clusters Score -313737.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -313739.406250 Penalty: 3849.825439
	Iteration 23Q: 3 clusters Score -313739.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -313743.156250 Penalty: 3849.825439
	Iteration 24Q: 3 clusters Score -313743.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -313745.656250 Penalty: 3849.825439
	Iteration 25Q: 3 clusters Score -313745.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -313747.468750 Penalty: 3849.825439
	Iteration 26Q: 3 clusters Score -313747.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -313749.062500 Penalty: 3849.825439
	Iteration 27Q: 3 clusters Score -313749.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -313750.937500 Penalty: 3849.825439
	Iteration 28Q: 3 clusters Score -313750.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -313752.593750 Penalty: 3849.825439
	Iteration 29Q: 3 clusters Score -313752.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -313754.718750 Penalty: 3849.825439
	Iteration 30Q: 3 clusters Score -313754.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -313756.593750 Penalty: 3849.825439
	Iteration 31Q: 3 clusters Score -313756.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -313757.812500 Penalty: 3849.825439
	Iteration 32Q: 3 clusters Score -313757.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -313758.468750 Penalty: 3849.825439
	Iteration 33Q: 3 clusters Score -313758.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -313760.187500 Penalty: 3849.825439
	Iteration 34Q: 3 clusters Score -313760.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -313761.062500 Penalty: 3849.825439
	Iteration 35Q: 3 clusters Score -313761.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -313763.562500 Penalty: 3849.825439
	Iteration 36Q: 3 clusters Score -313763.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -313764.500000 Penalty: 3849.825439
	Iteration 37Q: 3 clusters Score -313764.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -313764.500000 Penalty: 3849.825439
	Iteration 38F: 3 clusters Score -313764.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (165564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165564 members 
Entering Unmasked Estep 
Score: -23123958.000000 Penalty: 2980.243896
	Iteration 0F: 2 clusters Score -2.312396e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82880 members 
Mstep: Class 2 contains 82684 members 
Entering Unmasked Estep 
Score: -23015846.000000 Penalty: 5960.487793
	Iteration 0F: 3 clusters Score -2.301585e+07 nChanged 79422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83504 members 
Mstep: Class 2 contains 82060 members 
Entering Unmasked Estep 
Score: -23062228.000000 Penalty: 5960.487793
	Iteration 1F: 3 clusters Score -2.306223e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84243 members 
Mstep: Class 2 contains 81321 members 
Entering Unmasked Estep 
Score: -23063206.000000 Penalty: 5960.487793
	Iteration 2Q: 3 clusters Score -2.306321e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85425 members 
Mstep: Class 2 contains 80139 members 
Entering Unmasked Estep 
Score: -23064448.000000 Penalty: 5960.487793
	Iteration 3Q: 3 clusters Score -2.306445e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87190 members 
Mstep: Class 2 contains 78374 members 
Entering Unmasked Estep 
Score: -23066058.000000 Penalty: 5960.487793
	Iteration 4Q: 3 clusters Score -2.306606e+07 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89725 members 
Mstep: Class 2 contains 75839 members 
Entering Unmasked Estep 
Score: -23067930.000000 Penalty: 5960.487793
	Iteration 5Q: 3 clusters Score -2.306793e+07 nChanged 6998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93327 members 
Mstep: Class 2 contains 72237 members 
Entering Unmasked Estep 
Score: -23071182.000000 Penalty: 5960.487793
	Iteration 6Q: 3 clusters Score -2.307118e+07 nChanged 8440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98229 members 
Mstep: Class 2 contains 67335 members 
Entering Unmasked Estep 
Score: -23075986.000000 Penalty: 5960.487793
	Iteration 7F: 3 clusters Score -2.307599e+07 nChanged 9899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104348 members 
Mstep: Class 2 contains 61216 members 
Entering Unmasked Estep 
Score: -23082780.000000 Penalty: 5960.487793
	Iteration 8F: 3 clusters Score -2.308278e+07 nChanged 10418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110802 members 
Mstep: Class 2 contains 54762 members 
Entering Unmasked Estep 
Score: -23089822.000000 Penalty: 5960.487793
	Iteration 9F: 3 clusters Score -2.308982e+07 nChanged 9816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116418 members 
Mstep: Class 2 contains 49146 members 
Entering Unmasked Estep 
Score: -23096588.000000 Penalty: 5960.487793
	Iteration 10F: 3 clusters Score -2.309659e+07 nChanged 7736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120764 members 
Mstep: Class 2 contains 44800 members 
Entering Unmasked Estep 
Score: -23101022.000000 Penalty: 5960.487793
	Iteration 11Q: 3 clusters Score -2.310102e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124521 members 
Mstep: Class 2 contains 41043 members 
Entering Unmasked Estep 
Score: -23103638.000000 Penalty: 5960.487793
	Iteration 12Q: 3 clusters Score -2.310364e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128032 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -23105600.000000 Penalty: 5960.487793
	Iteration 13Q: 3 clusters Score -2.31056e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131563 members 
Mstep: Class 2 contains 34001 members 
Entering Unmasked Estep 
Score: -23107420.000000 Penalty: 5960.487793
	Iteration 14Q: 3 clusters Score -2.310742e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135054 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -23109106.000000 Penalty: 5960.487793
	Iteration 15Q: 3 clusters Score -2.310911e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138550 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -23110984.000000 Penalty: 5960.487793
	Iteration 16Q: 3 clusters Score -2.311098e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141854 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -23112694.000000 Penalty: 5960.487793
	Iteration 17Q: 3 clusters Score -2.311269e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144943 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -23114418.000000 Penalty: 5960.487793
	Iteration 18Q: 3 clusters Score -2.311442e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147795 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -23116022.000000 Penalty: 5960.487793
	Iteration 19Q: 3 clusters Score -2.311602e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150344 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -23117452.000000 Penalty: 5960.487793
	Iteration 20F: 3 clusters Score -2.311745e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152563 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -23118972.000000 Penalty: 5960.487793
	Iteration 21Q: 3 clusters Score -2.311897e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154500 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -23120228.000000 Penalty: 5960.487793
	Iteration 22Q: 3 clusters Score -2.312023e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156087 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -23121388.000000 Penalty: 5960.487793
	Iteration 23Q: 3 clusters Score -2.312139e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157317 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -23122168.000000 Penalty: 5960.487793
	Iteration 24Q: 3 clusters Score -2.312217e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158259 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -23122656.000000 Penalty: 5960.487793
	Iteration 25Q: 3 clusters Score -2.312266e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158989 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -23123084.000000 Penalty: 5960.487793
	Iteration 26Q: 3 clusters Score -2.312308e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159549 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -23123282.000000 Penalty: 5960.487793
	Iteration 27Q: 3 clusters Score -2.312328e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159989 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -23123454.000000 Penalty: 5960.487793
	Iteration 28Q: 3 clusters Score -2.312345e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160336 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -23123484.000000 Penalty: 5960.487793
	Iteration 29Q: 3 clusters Score -2.312348e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160610 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -23123470.000000 Penalty: 5960.487793
	Iteration 30Q: 3 clusters Score -2.312347e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160843 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -23123422.000000 Penalty: 5960.487793
	Iteration 31Q: 3 clusters Score -2.312342e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161024 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -23123410.000000 Penalty: 5960.487793
	Iteration 32Q: 3 clusters Score -2.312341e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161192 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -23123404.000000 Penalty: 5960.487793
	Iteration 33Q: 3 clusters Score -2.31234e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161339 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -23123384.000000 Penalty: 5960.487793
	Iteration 34Q: 3 clusters Score -2.312338e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161472 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -23123408.000000 Penalty: 5960.487793
	Iteration 35Q: 3 clusters Score -2.312341e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161598 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -23123428.000000 Penalty: 5960.487793
	Iteration 36Q: 3 clusters Score -2.312343e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161712 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -23123396.000000 Penalty: 5960.487793
	Iteration 37Q: 3 clusters Score -2.31234e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161804 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -23123368.000000 Penalty: 5960.487793
	Iteration 38Q: 3 clusters Score -2.312337e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161878 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -23123346.000000 Penalty: 5960.487793
	Iteration 39Q: 3 clusters Score -2.312335e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161939 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -23123338.000000 Penalty: 5960.487793
	Iteration 40F: 3 clusters Score -2.312334e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161973 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -23123342.000000 Penalty: 5960.487793
	Iteration 41Q: 3 clusters Score -2.312334e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162013 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -23123350.000000 Penalty: 5960.487793
	Iteration 42Q: 3 clusters Score -2.312335e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162047 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -23123356.000000 Penalty: 5960.487793
	Iteration 43Q: 3 clusters Score -2.312336e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162070 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -23123358.000000 Penalty: 5960.487793
	Iteration 44Q: 3 clusters Score -2.312336e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162097 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -23123360.000000 Penalty: 5960.487793
	Iteration 45Q: 3 clusters Score -2.312336e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162123 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -23123354.000000 Penalty: 5960.487793
	Iteration 46Q: 3 clusters Score -2.312335e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162141 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -23123378.000000 Penalty: 5960.487793
	Iteration 47Q: 3 clusters Score -2.312338e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162150 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -23123378.000000 Penalty: 5960.487793
	Iteration 48Q: 3 clusters Score -2.312338e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162170 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -23123346.000000 Penalty: 5960.487793
	Iteration 49Q: 3 clusters Score -2.312335e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162188 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -23123356.000000 Penalty: 5960.487793
	Iteration 50Q: 3 clusters Score -2.312336e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162202 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -23123334.000000 Penalty: 5960.487793
	Iteration 51Q: 3 clusters Score -2.312333e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162214 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -23123322.000000 Penalty: 5960.487793
	Iteration 52Q: 3 clusters Score -2.312332e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162232 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -23123336.000000 Penalty: 5960.487793
	Iteration 53Q: 3 clusters Score -2.312334e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162246 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -23123324.000000 Penalty: 5960.487793
	Iteration 54Q: 3 clusters Score -2.312332e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162256 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -23123326.000000 Penalty: 5960.487793
	Iteration 55Q: 3 clusters Score -2.312333e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162270 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -23123316.000000 Penalty: 5960.487793
	Iteration 56Q: 3 clusters Score -2.312332e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162291 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -23123310.000000 Penalty: 5960.487793
	Iteration 57Q: 3 clusters Score -2.312331e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162304 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -23123294.000000 Penalty: 5960.487793
	Iteration 58Q: 3 clusters Score -2.312329e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162318 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -23123268.000000 Penalty: 5960.487793
	Iteration 59Q: 3 clusters Score -2.312327e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162331 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -23123274.000000 Penalty: 5960.487793
	Iteration 60F: 3 clusters Score -2.312327e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162342 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -23123264.000000 Penalty: 5960.487793
	Iteration 61Q: 3 clusters Score -2.312326e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162351 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -23123254.000000 Penalty: 5960.487793
	Iteration 62Q: 3 clusters Score -2.312325e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162358 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -23123268.000000 Penalty: 5960.487793
	Iteration 63Q: 3 clusters Score -2.312327e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162368 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -23123256.000000 Penalty: 5960.487793
	Iteration 64Q: 3 clusters Score -2.312326e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162374 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -23123266.000000 Penalty: 5960.487793
	Iteration 65Q: 3 clusters Score -2.312327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162379 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -23123276.000000 Penalty: 5960.487793
	Iteration 66Q: 3 clusters Score -2.312328e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162382 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -23123258.000000 Penalty: 5960.487793
	Iteration 67Q: 3 clusters Score -2.312326e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162390 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -23123262.000000 Penalty: 5960.487793
	Iteration 68Q: 3 clusters Score -2.312326e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162394 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -23123264.000000 Penalty: 5960.487793
	Iteration 69Q: 3 clusters Score -2.312326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162395 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -23123256.000000 Penalty: 5960.487793
	Iteration 70Q: 3 clusters Score -2.312326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162396 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -23123260.000000 Penalty: 5960.487793
	Iteration 71Q: 3 clusters Score -2.312326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162399 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -23123244.000000 Penalty: 5960.487793
	Iteration 72Q: 3 clusters Score -2.312324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162402 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -23123242.000000 Penalty: 5960.487793
	Iteration 73Q: 3 clusters Score -2.312324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162405 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -23123242.000000 Penalty: 5960.487793
	Iteration 74Q: 3 clusters Score -2.312324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162411 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -23123222.000000 Penalty: 5960.487793
	Iteration 75Q: 3 clusters Score -2.312322e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162420 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -23123254.000000 Penalty: 5960.487793
	Iteration 76Q: 3 clusters Score -2.312325e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162424 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -23123236.000000 Penalty: 5960.487793
	Iteration 77Q: 3 clusters Score -2.312324e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162431 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -23123244.000000 Penalty: 5960.487793
	Iteration 78Q: 3 clusters Score -2.312324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162435 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -23123250.000000 Penalty: 5960.487793
	Iteration 79Q: 3 clusters Score -2.312325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162438 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -23123252.000000 Penalty: 5960.487793
	Iteration 80F: 3 clusters Score -2.312325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162440 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -23123248.000000 Penalty: 5960.487793
	Iteration 81Q: 3 clusters Score -2.312325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162442 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -23123232.000000 Penalty: 5960.487793
	Iteration 82Q: 3 clusters Score -2.312323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162443 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -23123246.000000 Penalty: 5960.487793
	Iteration 83Q: 3 clusters Score -2.312325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162444 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -23123234.000000 Penalty: 5960.487793
	Iteration 84Q: 3 clusters Score -2.312323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162445 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -23123230.000000 Penalty: 5960.487793
	Iteration 85Q: 3 clusters Score -2.312323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162447 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -23123218.000000 Penalty: 5960.487793
	Iteration 86Q: 3 clusters Score -2.312322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162449 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -23123216.000000 Penalty: 5960.487793
	Iteration 87Q: 3 clusters Score -2.312322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162452 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -23123228.000000 Penalty: 5960.487793
	Iteration 88Q: 3 clusters Score -2.312323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162454 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -23123234.000000 Penalty: 5960.487793
	Iteration 89Q: 3 clusters Score -2.312323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162456 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -23123224.000000 Penalty: 5960.487793
	Iteration 90Q: 3 clusters Score -2.312322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162458 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -23123220.000000 Penalty: 5960.487793
	Iteration 91Q: 3 clusters Score -2.312322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162460 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -23123202.000000 Penalty: 5960.487793
	Iteration 92Q: 3 clusters Score -2.31232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162461 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -23123214.000000 Penalty: 5960.487793
	Iteration 93Q: 3 clusters Score -2.312321e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162462 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -23123212.000000 Penalty: 5960.487793
	Iteration 94Q: 3 clusters Score -2.312321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162466 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -23123218.000000 Penalty: 5960.487793
	Iteration 95Q: 3 clusters Score -2.312322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162470 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -23123206.000000 Penalty: 5960.487793
	Iteration 96Q: 3 clusters Score -2.312321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162473 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -23123198.000000 Penalty: 5960.487793
	Iteration 97Q: 3 clusters Score -2.31232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162474 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -23123214.000000 Penalty: 5960.487793
	Iteration 98Q: 3 clusters Score -2.312321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162477 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -23123226.000000 Penalty: 5960.487793
	Iteration 99Q: 3 clusters Score -2.312323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162480 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -23123212.000000 Penalty: 5960.487793
	Iteration 100F: 3 clusters Score -2.312321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162482 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -23123200.000000 Penalty: 5960.487793
	Iteration 101Q: 3 clusters Score -2.31232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162483 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -23123208.000000 Penalty: 5960.487793
	Iteration 102Q: 3 clusters Score -2.312321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162485 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -23123220.000000 Penalty: 5960.487793
	Iteration 103Q: 3 clusters Score -2.312322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162486 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -23123212.000000 Penalty: 5960.487793
	Iteration 104Q: 3 clusters Score -2.312321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162488 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -23123216.000000 Penalty: 5960.487793
	Iteration 105Q: 3 clusters Score -2.312322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162489 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -23123218.000000 Penalty: 5960.487793
	Iteration 106Q: 3 clusters Score -2.312322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162490 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -23123226.000000 Penalty: 5960.487793
	Iteration 107Q: 3 clusters Score -2.312323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162493 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -23123210.000000 Penalty: 5960.487793
	Iteration 108Q: 3 clusters Score -2.312321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162495 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -23123190.000000 Penalty: 5960.487793
	Iteration 109Q: 3 clusters Score -2.312319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162495 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -23123190.000000 Penalty: 5960.487793
	Iteration 110F: 3 clusters Score -2.312319e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (84317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84317 members 
Entering Unmasked Estep 
Score: -11926687.000000 Penalty: 2812.899902
	Iteration 0F: 2 clusters Score -1.192669e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -11870557.000000 Penalty: 5625.799805
	Iteration 0F: 3 clusters Score -1.187056e+07 nChanged 39639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41966 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -11893076.000000 Penalty: 5625.799805
	Iteration 1F: 3 clusters Score -1.189308e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -11893794.000000 Penalty: 5625.799805
	Iteration 2Q: 3 clusters Score -1.189379e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 42717 members 
Entering Unmasked Estep 
Score: -11894487.000000 Penalty: 5625.799805
	Iteration 3Q: 3 clusters Score -1.189449e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41309 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
Score: -11895218.000000 Penalty: 5625.799805
	Iteration 4Q: 3 clusters Score -1.189522e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40928 members 
Mstep: Class 2 contains 43389 members 
Entering Unmasked Estep 
Score: -11896251.000000 Penalty: 5625.799805
	Iteration 5Q: 3 clusters Score -1.189625e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 43978 members 
Entering Unmasked Estep 
Score: -11897622.000000 Penalty: 5625.799805
	Iteration 6Q: 3 clusters Score -1.189762e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 44799 members 
Entering Unmasked Estep 
Score: -11899370.000000 Penalty: 5625.799805
	Iteration 7Q: 3 clusters Score -1.189937e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Mstep: Class 2 contains 45945 members 
Entering Unmasked Estep 
Score: -11901817.000000 Penalty: 5625.799805
	Iteration 8F: 3 clusters Score -1.190182e+07 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 47255 members 
Entering Unmasked Estep 
Score: -11904912.000000 Penalty: 5625.799805
	Iteration 9F: 3 clusters Score -1.190491e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 48601 members 
Entering Unmasked Estep 
Score: -11908726.000000 Penalty: 5625.799805
	Iteration 10F: 3 clusters Score -1.190873e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 49740 members 
Entering Unmasked Estep 
Score: -11911885.000000 Penalty: 5625.799805
	Iteration 11F: 3 clusters Score -1.191188e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 50665 members 
Entering Unmasked Estep 
Score: -11913562.000000 Penalty: 5625.799805
	Iteration 12Q: 3 clusters Score -1.191356e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32828 members 
Mstep: Class 2 contains 51489 members 
Entering Unmasked Estep 
Score: -11914283.000000 Penalty: 5625.799805
	Iteration 13Q: 3 clusters Score -1.191428e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 52291 members 
Entering Unmasked Estep 
Score: -11914621.000000 Penalty: 5625.799805
	Iteration 14Q: 3 clusters Score -1.191462e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 53092 members 
Entering Unmasked Estep 
Score: -11914898.000000 Penalty: 5625.799805
	Iteration 15Q: 3 clusters Score -1.19149e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 53923 members 
Entering Unmasked Estep 
Score: -11915197.000000 Penalty: 5625.799805
	Iteration 16Q: 3 clusters Score -1.19152e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 54794 members 
Entering Unmasked Estep 
Score: -11915448.000000 Penalty: 5625.799805
	Iteration 17Q: 3 clusters Score -1.191545e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 55688 members 
Entering Unmasked Estep 
Score: -11915749.000000 Penalty: 5625.799805
	Iteration 18Q: 3 clusters Score -1.191575e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 56572 members 
Entering Unmasked Estep 
Score: -11916014.000000 Penalty: 5625.799805
	Iteration 19Q: 3 clusters Score -1.191601e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 57561 members 
Entering Unmasked Estep 
Score: -11916400.000000 Penalty: 5625.799805
	Iteration 20F: 3 clusters Score -1.19164e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 58541 members 
Entering Unmasked Estep 
Score: -11916692.000000 Penalty: 5625.799805
	Iteration 21Q: 3 clusters Score -1.191669e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 59466 members 
Entering Unmasked Estep 
Score: -11916969.000000 Penalty: 5625.799805
	Iteration 22Q: 3 clusters Score -1.191697e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 60381 members 
Entering Unmasked Estep 
Score: -11917276.000000 Penalty: 5625.799805
	Iteration 23Q: 3 clusters Score -1.191728e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 61275 members 
Entering Unmasked Estep 
Score: -11917648.000000 Penalty: 5625.799805
	Iteration 24Q: 3 clusters Score -1.191765e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 62164 members 
Entering Unmasked Estep 
Score: -11918011.000000 Penalty: 5625.799805
	Iteration 25Q: 3 clusters Score -1.191801e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 63050 members 
Entering Unmasked Estep 
Score: -11918391.000000 Penalty: 5625.799805
	Iteration 26Q: 3 clusters Score -1.191839e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 63891 members 
Entering Unmasked Estep 
Score: -11918806.000000 Penalty: 5625.799805
	Iteration 27Q: 3 clusters Score -1.191881e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 64661 members 
Entering Unmasked Estep 
Score: -11919277.000000 Penalty: 5625.799805
	Iteration 28Q: 3 clusters Score -1.191928e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 65387 members 
Entering Unmasked Estep 
Score: -11919825.000000 Penalty: 5625.799805
	Iteration 29Q: 3 clusters Score -1.191982e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 66039 members 
Entering Unmasked Estep 
Score: -11920255.000000 Penalty: 5625.799805
	Iteration 30Q: 3 clusters Score -1.192026e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 66614 members 
Entering Unmasked Estep 
Score: -11920853.000000 Penalty: 5625.799805
	Iteration 31Q: 3 clusters Score -1.192085e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 67123 members 
Entering Unmasked Estep 
Score: -11921451.000000 Penalty: 5625.799805
	Iteration 32Q: 3 clusters Score -1.192145e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 67595 members 
Entering Unmasked Estep 
Score: -11922076.000000 Penalty: 5625.799805
	Iteration 33Q: 3 clusters Score -1.192208e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 68026 members 
Entering Unmasked Estep 
Score: -11922731.000000 Penalty: 5625.799805
	Iteration 34Q: 3 clusters Score -1.192273e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 68376 members 
Entering Unmasked Estep 
Score: -11923143.000000 Penalty: 5625.799805
	Iteration 35Q: 3 clusters Score -1.192314e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 68680 members 
Entering Unmasked Estep 
Score: -11923432.000000 Penalty: 5625.799805
	Iteration 36Q: 3 clusters Score -1.192343e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 68929 members 
Entering Unmasked Estep 
Score: -11923577.000000 Penalty: 5625.799805
	Iteration 37Q: 3 clusters Score -1.192358e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 69138 members 
Entering Unmasked Estep 
Score: -11923672.000000 Penalty: 5625.799805
	Iteration 38Q: 3 clusters Score -1.192367e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 69308 members 
Entering Unmasked Estep 
Score: -11923677.000000 Penalty: 5625.799805
	Iteration 39Q: 3 clusters Score -1.192368e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 69423 members 
Entering Unmasked Estep 
Score: -11923790.000000 Penalty: 5625.799805
	Iteration 40F: 3 clusters Score -1.192379e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 69563 members 
Entering Unmasked Estep 
Score: -11923813.000000 Penalty: 5625.799805
	Iteration 41Q: 3 clusters Score -1.192381e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 69703 members 
Entering Unmasked Estep 
Score: -11923806.000000 Penalty: 5625.799805
	Iteration 42Q: 3 clusters Score -1.192381e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 69825 members 
Entering Unmasked Estep 
Score: -11923877.000000 Penalty: 5625.799805
	Iteration 43Q: 3 clusters Score -1.192388e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 69920 members 
Entering Unmasked Estep 
Score: -11923876.000000 Penalty: 5625.799805
	Iteration 44Q: 3 clusters Score -1.192388e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 70007 members 
Entering Unmasked Estep 
Score: -11923849.000000 Penalty: 5625.799805
	Iteration 45Q: 3 clusters Score -1.192385e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 70078 members 
Entering Unmasked Estep 
Score: -11923867.000000 Penalty: 5625.799805
	Iteration 46Q: 3 clusters Score -1.192387e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 70143 members 
Entering Unmasked Estep 
Score: -11923862.000000 Penalty: 5625.799805
	Iteration 47Q: 3 clusters Score -1.192386e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 70192 members 
Entering Unmasked Estep 
Score: -11923881.000000 Penalty: 5625.799805
	Iteration 48Q: 3 clusters Score -1.192388e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 70239 members 
Entering Unmasked Estep 
Score: -11923874.000000 Penalty: 5625.799805
	Iteration 49Q: 3 clusters Score -1.192387e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 70286 members 
Entering Unmasked Estep 
Score: -11923889.000000 Penalty: 5625.799805
	Iteration 50Q: 3 clusters Score -1.192389e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 70320 members 
Entering Unmasked Estep 
Score: -11923899.000000 Penalty: 5625.799805
	Iteration 51Q: 3 clusters Score -1.19239e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 70364 members 
Entering Unmasked Estep 
Score: -11923901.000000 Penalty: 5625.799805
	Iteration 52Q: 3 clusters Score -1.19239e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 70400 members 
Entering Unmasked Estep 
Score: -11923893.000000 Penalty: 5625.799805
	Iteration 53Q: 3 clusters Score -1.192389e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 70430 members 
Entering Unmasked Estep 
Score: -11923885.000000 Penalty: 5625.799805
	Iteration 54Q: 3 clusters Score -1.192388e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 70462 members 
Entering Unmasked Estep 
Score: -11923883.000000 Penalty: 5625.799805
	Iteration 55Q: 3 clusters Score -1.192388e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 70495 members 
Entering Unmasked Estep 
Score: -11923897.000000 Penalty: 5625.799805
	Iteration 56Q: 3 clusters Score -1.19239e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 70532 members 
Entering Unmasked Estep 
Score: -11923901.000000 Penalty: 5625.799805
	Iteration 57Q: 3 clusters Score -1.19239e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 70565 members 
Entering Unmasked Estep 
Score: -11923908.000000 Penalty: 5625.799805
	Iteration 58Q: 3 clusters Score -1.192391e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 70600 members 
Entering Unmasked Estep 
Score: -11923907.000000 Penalty: 5625.799805
	Iteration 59Q: 3 clusters Score -1.192391e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 70624 members 
Entering Unmasked Estep 
Score: -11923898.000000 Penalty: 5625.799805
	Iteration 60F: 3 clusters Score -1.19239e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 70646 members 
Entering Unmasked Estep 
Score: -11923914.000000 Penalty: 5625.799805
	Iteration 61Q: 3 clusters Score -1.192391e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 70665 members 
Entering Unmasked Estep 
Score: -11923895.000000 Penalty: 5625.799805
	Iteration 62Q: 3 clusters Score -1.19239e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 70681 members 
Entering Unmasked Estep 
Score: -11923913.000000 Penalty: 5625.799805
	Iteration 63Q: 3 clusters Score -1.192391e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 70702 members 
Entering Unmasked Estep 
Score: -11923908.000000 Penalty: 5625.799805
	Iteration 64Q: 3 clusters Score -1.192391e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 70727 members 
Entering Unmasked Estep 
Score: -11923905.000000 Penalty: 5625.799805
	Iteration 65Q: 3 clusters Score -1.19239e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 70753 members 
Entering Unmasked Estep 
Score: -11923924.000000 Penalty: 5625.799805
	Iteration 66Q: 3 clusters Score -1.192392e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 70782 members 
Entering Unmasked Estep 
Score: -11923924.000000 Penalty: 5625.799805
	Iteration 67Q: 3 clusters Score -1.192392e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 70814 members 
Entering Unmasked Estep 
Score: -11923928.000000 Penalty: 5625.799805
	Iteration 68Q: 3 clusters Score -1.192393e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 70847 members 
Entering Unmasked Estep 
Score: -11923923.000000 Penalty: 5625.799805
	Iteration 69Q: 3 clusters Score -1.192392e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 70880 members 
Entering Unmasked Estep 
Score: -11923942.000000 Penalty: 5625.799805
	Iteration 70Q: 3 clusters Score -1.192394e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 70913 members 
Entering Unmasked Estep 
Score: -11923948.000000 Penalty: 5625.799805
	Iteration 71Q: 3 clusters Score -1.192395e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 70934 members 
Entering Unmasked Estep 
Score: -11923946.000000 Penalty: 5625.799805
	Iteration 72Q: 3 clusters Score -1.192395e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 70951 members 
Entering Unmasked Estep 
Score: -11923934.000000 Penalty: 5625.799805
	Iteration 73Q: 3 clusters Score -1.192393e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 70969 members 
Entering Unmasked Estep 
Score: -11923913.000000 Penalty: 5625.799805
	Iteration 74Q: 3 clusters Score -1.192391e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 70981 members 
Entering Unmasked Estep 
Score: -11923916.000000 Penalty: 5625.799805
	Iteration 75Q: 3 clusters Score -1.192392e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 70988 members 
Entering Unmasked Estep 
Score: -11923926.000000 Penalty: 5625.799805
	Iteration 76Q: 3 clusters Score -1.192393e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 70997 members 
Entering Unmasked Estep 
Score: -11923928.000000 Penalty: 5625.799805
	Iteration 77Q: 3 clusters Score -1.192393e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 71012 members 
Entering Unmasked Estep 
Score: -11923926.000000 Penalty: 5625.799805
	Iteration 78Q: 3 clusters Score -1.192393e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 71019 members 
Entering Unmasked Estep 
Score: -11923920.000000 Penalty: 5625.799805
	Iteration 79Q: 3 clusters Score -1.192392e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 71027 members 
Entering Unmasked Estep 
Score: -11923920.000000 Penalty: 5625.799805
	Iteration 80F: 3 clusters Score -1.192392e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 71038 members 
Entering Unmasked Estep 
Score: -11923924.000000 Penalty: 5625.799805
	Iteration 81Q: 3 clusters Score -1.192392e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 71047 members 
Entering Unmasked Estep 
Score: -11923926.000000 Penalty: 5625.799805
	Iteration 82Q: 3 clusters Score -1.192393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 71051 members 
Entering Unmasked Estep 
Score: -11923924.000000 Penalty: 5625.799805
	Iteration 83Q: 3 clusters Score -1.192392e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 71056 members 
Entering Unmasked Estep 
Score: -11923927.000000 Penalty: 5625.799805
	Iteration 84Q: 3 clusters Score -1.192393e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 71056 members 
Entering Unmasked Estep 
Score: -11923927.000000 Penalty: 5625.799805
	Iteration 85F: 3 clusters Score -1.192393e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (64550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64550 members 
Entering Unmasked Estep 
Score: -9095191.000000 Penalty: 2746.648438
	Iteration 0F: 2 clusters Score -9095191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -9051737.000000 Penalty: 5493.296875
	Iteration 0F: 3 clusters Score -9051737 nChanged 30145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -9068604.000000 Penalty: 5493.296875
	Iteration 1F: 3 clusters Score -9068604 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -9069113.000000 Penalty: 5493.296875
	Iteration 2Q: 3 clusters Score -9069113 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -9069548.000000 Penalty: 5493.296875
	Iteration 3Q: 3 clusters Score -9069548 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -9069876.000000 Penalty: 5493.296875
	Iteration 4Q: 3 clusters Score -9069876 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -9070225.000000 Penalty: 5493.296875
	Iteration 5Q: 3 clusters Score -9070225 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -9070579.000000 Penalty: 5493.296875
	Iteration 6Q: 3 clusters Score -9070579 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -9071020.000000 Penalty: 5493.296875
	Iteration 7Q: 3 clusters Score -9071020 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 36059 members 
Entering Unmasked Estep 
Score: -9071469.000000 Penalty: 5493.296875
	Iteration 8Q: 3 clusters Score -9071469 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 37552 members 
Entering Unmasked Estep 
Score: -9072196.000000 Penalty: 5493.296875
	Iteration 9Q: 3 clusters Score -9072196 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -9073252.000000 Penalty: 5493.296875
	Iteration 10Q: 3 clusters Score -9073252 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 42305 members 
Entering Unmasked Estep 
Score: -9074897.000000 Penalty: 5493.296875
	Iteration 11Q: 3 clusters Score -9074897 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 45732 members 
Entering Unmasked Estep 
Score: -9077250.000000 Penalty: 5493.296875
	Iteration 12F: 3 clusters Score -9077250 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 49578 members 
Entering Unmasked Estep 
Score: -9080262.000000 Penalty: 5493.296875
	Iteration 13F: 3 clusters Score -9080262 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 53468 members 
Entering Unmasked Estep 
Score: -9083497.000000 Penalty: 5493.296875
	Iteration 14F: 3 clusters Score -9083497 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 56890 members 
Entering Unmasked Estep 
Score: -9086313.000000 Penalty: 5493.296875
	Iteration 15F: 3 clusters Score -9086313 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 59657 members 
Entering Unmasked Estep 
Score: -9088752.000000 Penalty: 5493.296875
	Iteration 16Q: 3 clusters Score -9088752 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 61653 members 
Entering Unmasked Estep 
Score: -9090482.000000 Penalty: 5493.296875
	Iteration 17Q: 3 clusters Score -9090482 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 62903 members 
Entering Unmasked Estep 
Score: -9091576.000000 Penalty: 5493.296875
	Iteration 18Q: 3 clusters Score -9091576 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 63617 members 
Entering Unmasked Estep 
Score: -9092188.000000 Penalty: 5493.296875
	Iteration 19Q: 3 clusters Score -9092188 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 63936 members 
Entering Unmasked Estep 
Score: -9092470.000000 Penalty: 5493.296875
	Iteration 20F: 3 clusters Score -9092470 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 64072 members 
Entering Unmasked Estep 
Score: -9092594.000000 Penalty: 5493.296875
	Iteration 21Q: 3 clusters Score -9092594 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 64136 members 
Entering Unmasked Estep 
Score: -9092650.000000 Penalty: 5493.296875
	Iteration 22Q: 3 clusters Score -9092650 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 64169 members 
Entering Unmasked Estep 
Score: -9092696.000000 Penalty: 5493.296875
	Iteration 23Q: 3 clusters Score -9092696 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 64189 members 
Entering Unmasked Estep 
Score: -9092731.000000 Penalty: 5493.296875
	Iteration 24Q: 3 clusters Score -9092731 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 64202 members 
Entering Unmasked Estep 
Score: -9092751.000000 Penalty: 5493.296875
	Iteration 25Q: 3 clusters Score -9092751 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 64215 members 
Entering Unmasked Estep 
Score: -9092771.000000 Penalty: 5493.296875
	Iteration 26Q: 3 clusters Score -9092771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 64221 members 
Entering Unmasked Estep 
Score: -9092780.000000 Penalty: 5493.296875
	Iteration 27Q: 3 clusters Score -9092780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 64222 members 
Entering Unmasked Estep 
Score: -9092786.000000 Penalty: 5493.296875
	Iteration 28Q: 3 clusters Score -9092786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 64227 members 
Entering Unmasked Estep 
Score: -9092796.000000 Penalty: 5493.296875
	Iteration 29Q: 3 clusters Score -9092796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 64225 members 
Entering Unmasked Estep 
Score: -9092797.000000 Penalty: 5493.296875
	Iteration 30Q: 3 clusters Score -9092797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 64227 members 
Entering Unmasked Estep 
Score: -9092795.000000 Penalty: 5493.296875
	Iteration 31Q: 3 clusters Score -9092795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 64226 members 
Entering Unmasked Estep 
Score: -9092801.000000 Penalty: 5493.296875
	Iteration 32Q: 3 clusters Score -9092801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 64228 members 
Entering Unmasked Estep 
Score: -9092802.000000 Penalty: 5493.296875
	Iteration 33Q: 3 clusters Score -9092802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 64229 members 
Entering Unmasked Estep 
Score: -9092808.000000 Penalty: 5493.296875
	Iteration 34Q: 3 clusters Score -9092808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 64229 members 
Entering Unmasked Estep 
Score: -9092808.000000 Penalty: 5493.296875
	Iteration 35Q: 3 clusters Score -9092808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 64229 members 
Entering Unmasked Estep 
Score: -9092808.000000 Penalty: 5493.296875
	Iteration 36F: 3 clusters Score -9092808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 29555 members 
Mstep: Class 5 contains 179656 members 
Mstep: Class 6 contains 133918 members 
Mstep: Class 7 contains 8508 members 
Mstep: Class 8 contains 32124 members 
Mstep: Class 9 contains 18518 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39494 members 
Mstep: Class 12 contains 691 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 161320 members 
Mstep: Class 15 contains 27834 members 
Mstep: Class 16 contains 3163 members 
Mstep: Class 18 contains 381 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 2349 members 
Mstep: Class 21 contains 165564 members 
Mstep: Class 22 contains 84317 members 
Mstep: Class 23 contains 64550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689024.000000 Penalty: 81993.640625
Iteration 79Q: 25 clusters Score -1.32689e+08 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 643 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 29598 members 
Mstep: Class 5 contains 179686 members 
Mstep: Class 6 contains 133806 members 
Mstep: Class 7 contains 8504 members 
Mstep: Class 8 contains 32147 members 
Mstep: Class 9 contains 18503 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39503 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 161257 members 
Mstep: Class 15 contains 27823 members 
Mstep: Class 16 contains 3163 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 381 members 
Mstep: Class 19 contains 3847 members 
Mstep: Class 20 contains 2349 members 
Mstep: Class 21 contains 165611 members 
Mstep: Class 22 contains 84368 members 
Mstep: Class 23 contains 64544 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689480.000000 Penalty: 81993.640625
Iteration 80F: 25 clusters Score -1.326895e+08 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 647 members 
Mstep: Class 3 contains 1401 members 
Mstep: Class 4 contains 29633 members 
Mstep: Class 5 contains 179700 members 
Mstep: Class 6 contains 133706 members 
Mstep: Class 7 contains 8502 members 
Mstep: Class 8 contains 32135 members 
Mstep: Class 9 contains 18485 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39526 members 
Mstep: Class 12 contains 698 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 161230 members 
Mstep: Class 15 contains 27808 members 
Mstep: Class 16 contains 3162 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 393 members 
Mstep: Class 19 contains 3847 members 
Mstep: Class 20 contains 2349 members 
Mstep: Class 21 contains 165662 members 
Mstep: Class 22 contains 84401 members 
Mstep: Class 23 contains 64546 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690096.000000 Penalty: 81993.640625
Iteration 81Q: 25 clusters Score -1.326901e+08 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 647 members 
Mstep: Class 3 contains 1403 members 
Mstep: Class 4 contains 29662 members 
Mstep: Class 5 contains 179693 members 
Mstep: Class 6 contains 133638 members 
Mstep: Class 7 contains 8499 members 
Mstep: Class 8 contains 32141 members 
Mstep: Class 9 contains 18472 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39546 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 161171 members 
Mstep: Class 15 contains 27803 members 
Mstep: Class 16 contains 3159 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 407 members 
Mstep: Class 19 contains 3847 members 
Mstep: Class 20 contains 2350 members 
Mstep: Class 21 contains 165725 members 
Mstep: Class 22 contains 84422 members 
Mstep: Class 23 contains 64544 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690272.000000 Penalty: 81993.640625
Iteration 82Q: 25 clusters Score -1.326903e+08 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 647 members 
Mstep: Class 3 contains 1401 members 
Mstep: Class 4 contains 29692 members 
Mstep: Class 5 contains 179674 members 
Mstep: Class 6 contains 133576 members 
Mstep: Class 7 contains 8495 members 
Mstep: Class 8 contains 32137 members 
Mstep: Class 9 contains 18458 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39578 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 161099 members 
Mstep: Class 15 contains 27798 members 
Mstep: Class 16 contains 3160 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 414 members 
Mstep: Class 19 contains 3847 members 
Mstep: Class 20 contains 2351 members 
Mstep: Class 21 contains 165826 members 
Mstep: Class 22 contains 84430 members 
Mstep: Class 23 contains 64542 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690064.000000 Penalty: 81993.640625
Iteration 83Q: 25 clusters Score -1.326901e+08 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 647 members 
Mstep: Class 3 contains 1403 members 
Mstep: Class 4 contains 29728 members 
Mstep: Class 5 contains 179673 members 
Mstep: Class 6 contains 133516 members 
Mstep: Class 7 contains 8496 members 
Mstep: Class 8 contains 32152 members 
Mstep: Class 9 contains 18443 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39593 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 161021 members 
Mstep: Class 15 contains 27796 members 
Mstep: Class 16 contains 3157 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 415 members 
Mstep: Class 19 contains 3847 members 
Mstep: Class 20 contains 2351 members 
Mstep: Class 21 contains 165922 members 
Mstep: Class 22 contains 84419 members 
Mstep: Class 23 contains 64545 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690168.000000 Penalty: 81993.640625
Iteration 84Q: 25 clusters Score -1.326902e+08 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 647 members 
Mstep: Class 3 contains 1403 members 
Mstep: Class 4 contains 29767 members 
Mstep: Class 5 contains 179678 members 
Mstep: Class 6 contains 133466 members 
Mstep: Class 7 contains 8494 members 
Mstep: Class 8 contains 32187 members 
Mstep: Class 9 contains 18421 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39616 members 
Mstep: Class 12 contains 708 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 160900 members 
Mstep: Class 15 contains 27790 members 
Mstep: Class 16 contains 3156 members 
Mstep: Class 17 contains 365 members 
Mstep: Class 18 contains 416 members 
Mstep: Class 19 contains 3847 members 
Mstep: Class 20 contains 2351 members 
Mstep: Class 21 contains 165998 members 
Mstep: Class 22 contains 84434 members 
Mstep: Class 23 contains 64552 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690160.000000 Penalty: 81993.640625
Iteration 85Q: 25 clusters Score -1.326902e+08 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 647 members 
Mstep: Class 3 contains 1403 members 
Mstep: Class 4 contains 29796 members 
Mstep: Class 5 contains 179688 members 
Mstep: Class 6 contains 133403 members 
Mstep: Class 7 contains 8486 members 
Mstep: Class 8 contains 32209 members 
Mstep: Class 9 contains 18407 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39649 members 
Mstep: Class 12 contains 709 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 160801 members 
Mstep: Class 15 contains 27778 members 
Mstep: Class 16 contains 3153 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 3847 members 
Mstep: Class 20 contains 2351 members 
Mstep: Class 21 contains 166077 members 
Mstep: Class 22 contains 84448 members 
Mstep: Class 23 contains 64562 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690056.000000 Penalty: 81993.640625
Iteration 86Q: 25 clusters Score -1.326901e+08 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 647 members 
Mstep: Class 3 contains 1403 members 
Mstep: Class 4 contains 29830 members 
Mstep: Class 5 contains 179699 members 
Mstep: Class 6 contains 133350 members 
Mstep: Class 7 contains 8484 members 
Mstep: Class 8 contains 32239 members 
Mstep: Class 9 contains 18393 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39671 members 
Mstep: Class 12 contains 709 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 160723 members 
Mstep: Class 15 contains 27773 members 
Mstep: Class 16 contains 3154 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 2351 members 
Mstep: Class 21 contains 166124 members 
Mstep: Class 22 contains 84452 members 
Mstep: Class 23 contains 64564 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690128.000000 Penalty: 81993.640625
Iteration 87Q: 25 clusters Score -1.326901e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 647 members 
Mstep: Class 3 contains 1403 members 
Mstep: Class 4 contains 29856 members 
Mstep: Class 5 contains 179709 members 
Mstep: Class 6 contains 133307 members 
Mstep: Class 7 contains 8485 members 
Mstep: Class 8 contains 32261 members 
Mstep: Class 9 contains 18387 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39688 members 
Mstep: Class 12 contains 709 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 160654 members 
Mstep: Class 15 contains 27764 members 
Mstep: Class 16 contains 3155 members 
Mstep: Class 17 contains 358 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 2351 members 
Mstep: Class 21 contains 166148 members 
Mstep: Class 22 contains 84470 members 
Mstep: Class 23 contains 64572 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690296.000000 Penalty: 81993.640625
Iteration 88Q: 25 clusters Score -1.326903e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 647 members 
Mstep: Class 3 contains 1403 members 
Mstep: Class 4 contains 29875 members 
Mstep: Class 5 contains 179724 members 
Mstep: Class 6 contains 133256 members 
Mstep: Class 7 contains 8484 members 
Mstep: Class 8 contains 32293 members 
Mstep: Class 9 contains 18383 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39708 members 
Mstep: Class 12 contains 709 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 160614 members 
Mstep: Class 15 contains 27754 members 
Mstep: Class 16 contains 3153 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 418 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 2351 members 
Mstep: Class 21 contains 166153 members 
Mstep: Class 22 contains 84479 members 
Mstep: Class 23 contains 64579 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690352.000000 Penalty: 81993.640625
Iteration 89Q: 25 clusters Score -1.326904e+08 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 647 members 
Mstep: Class 3 contains 1404 members 
Mstep: Class 4 contains 29902 members 
Mstep: Class 5 contains 179721 members 
Mstep: Class 6 contains 133219 members 
Mstep: Class 7 contains 8481 members 
Mstep: Class 8 contains 32318 members 
Mstep: Class 9 contains 18375 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39726 members 
Mstep: Class 12 contains 710 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 160580 members 
Mstep: Class 15 contains 27745 members 
Mstep: Class 16 contains 3153 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 2351 members 
Mstep: Class 21 contains 166197 members 
Mstep: Class 22 contains 84458 members 
Mstep: Class 23 contains 64577 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690424.000000 Penalty: 81993.640625
Iteration 90Q: 25 clusters Score -1.326904e+08 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 647 members 
Mstep: Class 3 contains 1405 members 
Mstep: Class 4 contains 29914 members 
Mstep: Class 5 contains 179731 members 
Mstep: Class 6 contains 133196 members 
Mstep: Class 7 contains 8481 members 
Mstep: Class 8 contains 32357 members 
Mstep: Class 9 contains 18367 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39740 members 
Mstep: Class 12 contains 710 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 160563 members 
Mstep: Class 15 contains 27736 members 
Mstep: Class 16 contains 3154 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 2351 members 
Mstep: Class 21 contains 166205 members 
Mstep: Class 22 contains 84437 members 
Mstep: Class 23 contains 64570 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690432.000000 Penalty: 81993.640625
Iteration 91Q: 25 clusters Score -1.326904e+08 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 647 members 
Mstep: Class 3 contains 1405 members 
Mstep: Class 4 contains 29928 members 
Mstep: Class 5 contains 179734 members 
Mstep: Class 6 contains 133165 members 
Mstep: Class 7 contains 8477 members 
Mstep: Class 8 contains 32394 members 
Mstep: Class 9 contains 18364 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39740 members 
Mstep: Class 12 contains 710 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 160553 members 
Mstep: Class 15 contains 27726 members 
Mstep: Class 16 contains 3154 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 3849 members 
Mstep: Class 20 contains 2353 members 
Mstep: Class 21 contains 166223 members 
Mstep: Class 22 contains 84428 members 
Mstep: Class 23 contains 64562 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690584.000000 Penalty: 81993.640625
Iteration 92Q: 25 clusters Score -1.326906e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 647 members 
Mstep: Class 3 contains 1405 members 
Mstep: Class 4 contains 29939 members 
Mstep: Class 5 contains 179747 members 
Mstep: Class 6 contains 133124 members 
Mstep: Class 7 contains 8471 members 
Mstep: Class 8 contains 32423 members 
Mstep: Class 9 contains 18358 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39740 members 
Mstep: Class 12 contains 710 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 160546 members 
Mstep: Class 15 contains 27720 members 
Mstep: Class 16 contains 3155 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 3851 members 
Mstep: Class 20 contains 2356 members 
Mstep: Class 21 contains 166222 members 
Mstep: Class 22 contains 84426 members 
Mstep: Class 23 contains 64572 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690704.000000 Penalty: 81993.640625
Iteration 93Q: 25 clusters Score -1.326907e+08 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 647 members 
Mstep: Class 3 contains 1405 members 
Mstep: Class 4 contains 29939 members 
Mstep: Class 5 contains 179750 members 
Mstep: Class 6 contains 133082 members 
Mstep: Class 7 contains 8468 members 
Mstep: Class 8 contains 32466 members 
Mstep: Class 9 contains 18356 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39746 members 
Mstep: Class 12 contains 710 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 160536 members 
Mstep: Class 15 contains 27711 members 
Mstep: Class 16 contains 3153 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 3851 members 
Mstep: Class 20 contains 2360 members 
Mstep: Class 21 contains 166238 members 
Mstep: Class 22 contains 84423 members 
Mstep: Class 23 contains 64571 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690616.000000 Penalty: 81993.640625
Iteration 94Q: 25 clusters Score -1.326906e+08 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 647 members 
Mstep: Class 3 contains 1404 members 
Mstep: Class 4 contains 29946 members 
Mstep: Class 5 contains 179756 members 
Mstep: Class 6 contains 133044 members 
Mstep: Class 7 contains 8463 members 
Mstep: Class 8 contains 32494 members 
Mstep: Class 9 contains 18354 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39744 members 
Mstep: Class 12 contains 710 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 160543 members 
Mstep: Class 15 contains 27700 members 
Mstep: Class 16 contains 3155 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 3851 members 
Mstep: Class 20 contains 2364 members 
Mstep: Class 21 contains 166239 members 
Mstep: Class 22 contains 84430 members 
Mstep: Class 23 contains 64568 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690864.000000 Penalty: 81993.640625
Iteration 95Q: 25 clusters Score -1.326909e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 647 members 
Mstep: Class 3 contains 1405 members 
Mstep: Class 4 contains 29959 members 
Mstep: Class 5 contains 179762 members 
Mstep: Class 6 contains 133016 members 
Mstep: Class 7 contains 8460 members 
Mstep: Class 8 contains 32521 members 
Mstep: Class 9 contains 18349 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39744 members 
Mstep: Class 12 contains 710 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 160555 members 
Mstep: Class 15 contains 27693 members 
Mstep: Class 16 contains 3154 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2368 members 
Mstep: Class 21 contains 166202 members 
Mstep: Class 22 contains 84453 members 
Mstep: Class 23 contains 64564 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690752.000000 Penalty: 81993.640625
Iteration 96Q: 25 clusters Score -1.326908e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 647 members 
Mstep: Class 3 contains 1406 members 
Mstep: Class 4 contains 29970 members 
Mstep: Class 5 contains 179757 members 
Mstep: Class 6 contains 133000 members 
Mstep: Class 7 contains 8458 members 
Mstep: Class 8 contains 32536 members 
Mstep: Class 9 contains 18341 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39754 members 
Mstep: Class 12 contains 710 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 160596 members 
Mstep: Class 15 contains 27689 members 
Mstep: Class 16 contains 3154 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2369 members 
Mstep: Class 21 contains 166133 members 
Mstep: Class 22 contains 84482 members 
Mstep: Class 23 contains 64560 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690792.000000 Penalty: 81993.640625
Iteration 97Q: 25 clusters Score -1.326908e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 647 members 
Mstep: Class 3 contains 1408 members 
Mstep: Class 4 contains 29979 members 
Mstep: Class 5 contains 179766 members 
Mstep: Class 6 contains 132984 members 
Mstep: Class 7 contains 8457 members 
Mstep: Class 8 contains 32539 members 
Mstep: Class 9 contains 18336 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39756 members 
Mstep: Class 12 contains 709 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 160650 members 
Mstep: Class 15 contains 27684 members 
Mstep: Class 16 contains 3154 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2372 members 
Mstep: Class 21 contains 166076 members 
Mstep: Class 22 contains 84486 members 
Mstep: Class 23 contains 64559 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690640.000000 Penalty: 81993.640625
Iteration 98Q: 25 clusters Score -1.326906e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 647 members 
Mstep: Class 3 contains 1409 members 
Mstep: Class 4 contains 29987 members 
Mstep: Class 5 contains 179775 members 
Mstep: Class 6 contains 132955 members 
Mstep: Class 7 contains 8457 members 
Mstep: Class 8 contains 32538 members 
Mstep: Class 9 contains 18336 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39756 members 
Mstep: Class 12 contains 709 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 160706 members 
Mstep: Class 15 contains 27683 members 
Mstep: Class 16 contains 3153 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2372 members 
Mstep: Class 21 contains 166050 members 
Mstep: Class 22 contains 84470 members 
Mstep: Class 23 contains 64559 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690712.000000 Penalty: 81993.640625
Iteration 99Q: 25 clusters Score -1.326907e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 647 members 
Mstep: Class 3 contains 1409 members 
Mstep: Class 4 contains 29999 members 
Mstep: Class 5 contains 179772 members 
Mstep: Class 6 contains 132933 members 
Mstep: Class 7 contains 8453 members 
Mstep: Class 8 contains 32540 members 
Mstep: Class 9 contains 18331 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39760 members 
Mstep: Class 12 contains 709 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 160749 members 
Mstep: Class 15 contains 27683 members 
Mstep: Class 16 contains 3153 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2372 members 
Mstep: Class 21 contains 166030 members 
Mstep: Class 22 contains 84467 members 
Mstep: Class 23 contains 64555 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690696.000000 Penalty: 81993.640625
Iteration 100F: 25 clusters Score -1.326907e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1410 members 
Mstep: Class 4 contains 30015 members 
Mstep: Class 5 contains 179773 members 
Mstep: Class 6 contains 132912 members 
Mstep: Class 7 contains 8454 members 
Mstep: Class 8 contains 32547 members 
Mstep: Class 9 contains 18323 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39769 members 
Mstep: Class 12 contains 709 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 160790 members 
Mstep: Class 15 contains 27680 members 
Mstep: Class 16 contains 3154 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2372 members 
Mstep: Class 21 contains 165983 members 
Mstep: Class 22 contains 84478 members 
Mstep: Class 23 contains 64546 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690656.000000 Penalty: 81993.640625
Iteration 101Q: 25 clusters Score -1.326907e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1410 members 
Mstep: Class 4 contains 30035 members 
Mstep: Class 5 contains 179769 members 
Mstep: Class 6 contains 132889 members 
Mstep: Class 7 contains 8454 members 
Mstep: Class 8 contains 32562 members 
Mstep: Class 9 contains 18319 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39778 members 
Mstep: Class 12 contains 709 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 160800 members 
Mstep: Class 15 contains 27681 members 
Mstep: Class 16 contains 3155 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2372 members 
Mstep: Class 21 contains 165960 members 
Mstep: Class 22 contains 84483 members 
Mstep: Class 23 contains 64539 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690896.000000 Penalty: 81993.640625
Iteration 102Q: 25 clusters Score -1.326909e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1410 members 
Mstep: Class 4 contains 30056 members 
Mstep: Class 5 contains 179771 members 
Mstep: Class 6 contains 132868 members 
Mstep: Class 7 contains 8451 members 
Mstep: Class 8 contains 32572 members 
Mstep: Class 9 contains 18314 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39797 members 
Mstep: Class 12 contains 709 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 160784 members 
Mstep: Class 15 contains 27673 members 
Mstep: Class 16 contains 3154 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2372 members 
Mstep: Class 21 contains 165963 members 
Mstep: Class 22 contains 84487 members 
Mstep: Class 23 contains 64534 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690904.000000 Penalty: 81993.640625
Iteration 103Q: 25 clusters Score -1.326909e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1410 members 
Mstep: Class 4 contains 30074 members 
Mstep: Class 5 contains 179770 members 
Mstep: Class 6 contains 132849 members 
Mstep: Class 7 contains 8450 members 
Mstep: Class 8 contains 32578 members 
Mstep: Class 9 contains 18313 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39812 members 
Mstep: Class 12 contains 709 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 160744 members 
Mstep: Class 15 contains 27674 members 
Mstep: Class 16 contains 3152 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2372 members 
Mstep: Class 21 contains 165965 members 
Mstep: Class 22 contains 84508 members 
Mstep: Class 23 contains 64535 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690840.000000 Penalty: 81993.640625
Iteration 104Q: 25 clusters Score -1.326908e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1411 members 
Mstep: Class 4 contains 30084 members 
Mstep: Class 5 contains 179778 members 
Mstep: Class 6 contains 132823 members 
Mstep: Class 7 contains 8448 members 
Mstep: Class 8 contains 32582 members 
Mstep: Class 9 contains 18313 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39819 members 
Mstep: Class 12 contains 709 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 160714 members 
Mstep: Class 15 contains 27682 members 
Mstep: Class 16 contains 3151 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2372 members 
Mstep: Class 21 contains 165966 members 
Mstep: Class 22 contains 84532 members 
Mstep: Class 23 contains 64531 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690920.000000 Penalty: 81993.640625
Iteration 105Q: 25 clusters Score -1.326909e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 30101 members 
Mstep: Class 5 contains 179780 members 
Mstep: Class 6 contains 132791 members 
Mstep: Class 7 contains 8449 members 
Mstep: Class 8 contains 32578 members 
Mstep: Class 9 contains 18309 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39822 members 
Mstep: Class 12 contains 709 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 160694 members 
Mstep: Class 15 contains 27682 members 
Mstep: Class 16 contains 3146 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2372 members 
Mstep: Class 21 contains 165994 members 
Mstep: Class 22 contains 84545 members 
Mstep: Class 23 contains 64531 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690824.000000 Penalty: 81993.640625
Iteration 106Q: 25 clusters Score -1.326908e+08 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1413 members 
Mstep: Class 4 contains 30118 members 
Mstep: Class 5 contains 179793 members 
Mstep: Class 6 contains 132777 members 
Mstep: Class 7 contains 8448 members 
Mstep: Class 8 contains 32571 members 
Mstep: Class 9 contains 18305 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39822 members 
Mstep: Class 12 contains 709 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 160689 members 
Mstep: Class 15 contains 27669 members 
Mstep: Class 16 contains 3144 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2372 members 
Mstep: Class 21 contains 166005 members 
Mstep: Class 22 contains 84545 members 
Mstep: Class 23 contains 64535 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690808.000000 Penalty: 81993.640625
Iteration 107Q: 25 clusters Score -1.326908e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1413 members 
Mstep: Class 4 contains 30135 members 
Mstep: Class 5 contains 179792 members 
Mstep: Class 6 contains 132768 members 
Mstep: Class 7 contains 8450 members 
Mstep: Class 8 contains 32570 members 
Mstep: Class 9 contains 18306 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39830 members 
Mstep: Class 12 contains 709 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 160662 members 
Mstep: Class 15 contains 27663 members 
Mstep: Class 16 contains 3143 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2372 members 
Mstep: Class 21 contains 166032 members 
Mstep: Class 22 contains 84538 members 
Mstep: Class 23 contains 64532 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690912.000000 Penalty: 81993.640625
Iteration 108Q: 25 clusters Score -1.326909e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1413 members 
Mstep: Class 4 contains 30132 members 
Mstep: Class 5 contains 179807 members 
Mstep: Class 6 contains 132756 members 
Mstep: Class 7 contains 8448 members 
Mstep: Class 8 contains 32568 members 
Mstep: Class 9 contains 18299 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39833 members 
Mstep: Class 12 contains 709 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 160620 members 
Mstep: Class 15 contains 27657 members 
Mstep: Class 16 contains 3144 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2372 members 
Mstep: Class 21 contains 166051 members 
Mstep: Class 22 contains 84579 members 
Mstep: Class 23 contains 64527 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690896.000000 Penalty: 81993.640625
Iteration 109Q: 25 clusters Score -1.326909e+08 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1413 members 
Mstep: Class 4 contains 30130 members 
Mstep: Class 5 contains 179806 members 
Mstep: Class 6 contains 132732 members 
Mstep: Class 7 contains 8442 members 
Mstep: Class 8 contains 32581 members 
Mstep: Class 9 contains 18293 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39846 members 
Mstep: Class 12 contains 709 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 160560 members 
Mstep: Class 15 contains 27663 members 
Mstep: Class 16 contains 3145 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2372 members 
Mstep: Class 21 contains 166082 members 
Mstep: Class 22 contains 84609 members 
Mstep: Class 23 contains 64532 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132691088.000000 Penalty: 81993.640625
Iteration 110Q: 25 clusters Score -1.326911e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1413 members 
Mstep: Class 4 contains 30127 members 
Mstep: Class 5 contains 179800 members 
Mstep: Class 6 contains 132708 members 
Mstep: Class 7 contains 8445 members 
Mstep: Class 8 contains 32577 members 
Mstep: Class 9 contains 18291 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39863 members 
Mstep: Class 12 contains 709 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 160501 members 
Mstep: Class 15 contains 27667 members 
Mstep: Class 16 contains 3147 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2372 members 
Mstep: Class 21 contains 166090 members 
Mstep: Class 22 contains 84671 members 
Mstep: Class 23 contains 64534 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690920.000000 Penalty: 81993.640625
Iteration 111Q: 25 clusters Score -1.326909e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1413 members 
Mstep: Class 4 contains 30128 members 
Mstep: Class 5 contains 179794 members 
Mstep: Class 6 contains 132686 members 
Mstep: Class 7 contains 8444 members 
Mstep: Class 8 contains 32579 members 
Mstep: Class 9 contains 18289 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39862 members 
Mstep: Class 12 contains 709 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 160451 members 
Mstep: Class 15 contains 27670 members 
Mstep: Class 16 contains 3147 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2372 members 
Mstep: Class 21 contains 166130 members 
Mstep: Class 22 contains 84707 members 
Mstep: Class 23 contains 64534 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690992.000000 Penalty: 81993.640625
Iteration 112Q: 25 clusters Score -1.32691e+08 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1413 members 
Mstep: Class 4 contains 30127 members 
Mstep: Class 5 contains 179785 members 
Mstep: Class 6 contains 132673 members 
Mstep: Class 7 contains 8447 members 
Mstep: Class 8 contains 32581 members 
Mstep: Class 9 contains 18284 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39858 members 
Mstep: Class 12 contains 709 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 160406 members 
Mstep: Class 15 contains 27663 members 
Mstep: Class 16 contains 3148 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2372 members 
Mstep: Class 21 contains 166183 members 
Mstep: Class 22 contains 84733 members 
Mstep: Class 23 contains 64533 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132691016.000000 Penalty: 81993.640625
Iteration 113Q: 25 clusters Score -1.32691e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1415 members 
Mstep: Class 4 contains 30122 members 
Mstep: Class 5 contains 179798 members 
Mstep: Class 6 contains 132647 members 
Mstep: Class 7 contains 8444 members 
Mstep: Class 8 contains 32582 members 
Mstep: Class 9 contains 18281 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39853 members 
Mstep: Class 12 contains 709 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 160347 members 
Mstep: Class 15 contains 27666 members 
Mstep: Class 16 contains 3148 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2372 members 
Mstep: Class 21 contains 166232 members 
Mstep: Class 22 contains 84772 members 
Mstep: Class 23 contains 64527 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690928.000000 Penalty: 81993.640625
Iteration 114Q: 25 clusters Score -1.326909e+08 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1415 members 
Mstep: Class 4 contains 30128 members 
Mstep: Class 5 contains 179802 members 
Mstep: Class 6 contains 132615 members 
Mstep: Class 7 contains 8441 members 
Mstep: Class 8 contains 32587 members 
Mstep: Class 9 contains 18275 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39860 members 
Mstep: Class 12 contains 709 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 160260 members 
Mstep: Class 15 contains 27668 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2372 members 
Mstep: Class 21 contains 166286 members 
Mstep: Class 22 contains 84828 members 
Mstep: Class 23 contains 64520 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132691008.000000 Penalty: 81993.640625
Iteration 115Q: 25 clusters Score -1.32691e+08 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1415 members 
Mstep: Class 4 contains 30123 members 
Mstep: Class 5 contains 179803 members 
Mstep: Class 6 contains 132586 members 
Mstep: Class 7 contains 8442 members 
Mstep: Class 8 contains 32586 members 
Mstep: Class 9 contains 18269 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39865 members 
Mstep: Class 12 contains 710 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 160171 members 
Mstep: Class 15 contains 27664 members 
Mstep: Class 16 contains 3147 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2373 members 
Mstep: Class 21 contains 166337 members 
Mstep: Class 22 contains 84906 members 
Mstep: Class 23 contains 64518 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132691096.000000 Penalty: 81993.640625
Iteration 116Q: 25 clusters Score -1.326911e+08 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1415 members 
Mstep: Class 4 contains 30117 members 
Mstep: Class 5 contains 179796 members 
Mstep: Class 6 contains 132565 members 
Mstep: Class 7 contains 8447 members 
Mstep: Class 8 contains 32595 members 
Mstep: Class 9 contains 18267 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39868 members 
Mstep: Class 12 contains 710 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 160028 members 
Mstep: Class 15 contains 27669 members 
Mstep: Class 16 contains 3146 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2373 members 
Mstep: Class 21 contains 166396 members 
Mstep: Class 22 contains 84999 members 
Mstep: Class 23 contains 64524 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690992.000000 Penalty: 81993.640625
Iteration 117Q: 25 clusters Score -1.32691e+08 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1415 members 
Mstep: Class 4 contains 30113 members 
Mstep: Class 5 contains 179790 members 
Mstep: Class 6 contains 132564 members 
Mstep: Class 7 contains 8445 members 
Mstep: Class 8 contains 32594 members 
Mstep: Class 9 contains 18264 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39860 members 
Mstep: Class 12 contains 710 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 159873 members 
Mstep: Class 15 contains 27660 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2374 members 
Mstep: Class 21 contains 166489 members 
Mstep: Class 22 contains 85093 members 
Mstep: Class 23 contains 64522 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690832.000000 Penalty: 81993.640625
Iteration 118Q: 25 clusters Score -1.326908e+08 nChanged 857
Entering ConstructFrom: 
Score: -132690832.000000 Penalty: 81993.640625
Entering ConstructFrom: 
Trying to split cluster 1 (1127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Entering Unmasked Estep 
Score: -127196.171875 Penalty: 1742.774048
	Iteration 0F: 2 clusters Score -127196.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -125183.218750 Penalty: 3485.548096
	Iteration 0F: 3 clusters Score -125183.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -125811.382812 Penalty: 3485.548096
	Iteration 1F: 3 clusters Score -125811.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -126273.367188 Penalty: 3485.548096
	Iteration 2F: 3 clusters Score -126273.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -126802.937500 Penalty: 3485.548096
	Iteration 3F: 3 clusters Score -126802.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -127476.398438 Penalty: 3485.548096
	Iteration 4F: 3 clusters Score -127476.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -127860.000000 Penalty: 3485.548096
	Iteration 5F: 3 clusters Score -127860 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -127975.546875 Penalty: 3485.548096
	Iteration 6Q: 3 clusters Score -127975.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -128017.992188 Penalty: 3485.548096
	Iteration 7Q: 3 clusters Score -128018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -128029.625000 Penalty: 3485.548096
	Iteration 8Q: 3 clusters Score -128029.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -128039.054688 Penalty: 3485.548096
	Iteration 9Q: 3 clusters Score -128039.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -128046.179688 Penalty: 3485.548096
	Iteration 10Q: 3 clusters Score -128046.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -128063.734375 Penalty: 3485.548096
	Iteration 11Q: 3 clusters Score -128063.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -128065.820312 Penalty: 3485.548096
	Iteration 12Q: 3 clusters Score -128065.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -128065.820312 Penalty: 3485.548096
	Iteration 13F: 3 clusters Score -128065.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1415 members 
Mstep: Class 4 contains 30118 members 
Mstep: Class 5 contains 179787 members 
Mstep: Class 6 contains 132538 members 
Mstep: Class 7 contains 8443 members 
Mstep: Class 8 contains 32583 members 
Mstep: Class 9 contains 18258 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39860 members 
Mstep: Class 12 contains 710 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 159763 members 
Mstep: Class 15 contains 27656 members 
Mstep: Class 16 contains 3152 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 420 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2376 members 
Mstep: Class 21 contains 166563 members 
Mstep: Class 22 contains 85171 members 
Mstep: Class 23 contains 64521 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 594 members 
Entering Unmasked Estep 
Score: -132689896.000000 Penalty: 85410.039062
Splitting cluster 1 changes total score from -132690832.000000 to -132689896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -72204.742188 Penalty: 1605.907349
	Iteration 0F: 2 clusters Score -72204.74 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 344 members 
Entering Unmasked Estep 
Score: -71193.945312 Penalty: 3211.814697
	Iteration 0F: 3 clusters Score -71193.95 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -71769.609375 Penalty: 3211.814697
	Iteration 1F: 3 clusters Score -71769.61 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -71983.156250 Penalty: 3211.814697
	Iteration 2F: 3 clusters Score -71983.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -72081.312500 Penalty: 3211.814697
	Iteration 3Q: 3 clusters Score -72081.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -72142.710938 Penalty: 3211.814697
	Iteration 4Q: 3 clusters Score -72142.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -72182.968750 Penalty: 3211.814697
	Iteration 5Q: 3 clusters Score -72182.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -72198.132812 Penalty: 3211.814697
	Iteration 6Q: 3 clusters Score -72198.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -72214.820312 Penalty: 3211.814697
	Iteration 7Q: 3 clusters Score -72214.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -72248.953125 Penalty: 3211.814697
	Iteration 8Q: 3 clusters Score -72248.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -72250.304688 Penalty: 3211.814697
	Iteration 9Q: 3 clusters Score -72250.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -72250.304688 Penalty: 3211.814697
	Iteration 10F: 3 clusters Score -72250.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 544 members 
Mstep: Class 3 contains 1415 members 
Mstep: Class 4 contains 30118 members 
Mstep: Class 5 contains 179787 members 
Mstep: Class 6 contains 132538 members 
Mstep: Class 7 contains 8443 members 
Mstep: Class 8 contains 32583 members 
Mstep: Class 9 contains 18258 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39860 members 
Mstep: Class 12 contains 710 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 159763 members 
Mstep: Class 15 contains 27656 members 
Mstep: Class 16 contains 3152 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 420 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2376 members 
Mstep: Class 21 contains 166563 members 
Mstep: Class 22 contains 85171 members 
Mstep: Class 23 contains 64521 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 105 members 
Entering Unmasked Estep 
Score: -132688800.000000 Penalty: 85410.039062
Splitting cluster 2 changes total score from -132690832.000000 to -132688800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Entering Unmasked Estep 
Score: -196195.640625 Penalty: 1799.211426
	Iteration 0F: 2 clusters Score -196195.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -193969.953125 Penalty: 3598.422852
	Iteration 0F: 3 clusters Score -193970 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -194320.406250 Penalty: 3598.422852
	Iteration 1F: 3 clusters Score -194320.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -194409.921875 Penalty: 3598.422852
	Iteration 2F: 3 clusters Score -194409.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -194449.484375 Penalty: 3598.422852
	Iteration 3Q: 3 clusters Score -194449.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -194478.984375 Penalty: 3598.422852
	Iteration 4Q: 3 clusters Score -194479 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -194504.781250 Penalty: 3598.422852
	Iteration 5Q: 3 clusters Score -194504.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -194526.218750 Penalty: 3598.422852
	Iteration 6Q: 3 clusters Score -194526.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -194545.375000 Penalty: 3598.422852
	Iteration 7Q: 3 clusters Score -194545.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -194557.031250 Penalty: 3598.422852
	Iteration 8Q: 3 clusters Score -194557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -194563.812500 Penalty: 3598.422852
	Iteration 9Q: 3 clusters Score -194563.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -194569.171875 Penalty: 3598.422852
	Iteration 10Q: 3 clusters Score -194569.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -194575.921875 Penalty: 3598.422852
	Iteration 11Q: 3 clusters Score -194575.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -194583.546875 Penalty: 3598.422852
	Iteration 12Q: 3 clusters Score -194583.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -194586.171875 Penalty: 3598.422852
	Iteration 13Q: 3 clusters Score -194586.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -194587.000000 Penalty: 3598.422852
	Iteration 14Q: 3 clusters Score -194587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -194588.703125 Penalty: 3598.422852
	Iteration 15Q: 3 clusters Score -194588.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -194588.703125 Penalty: 3598.422852
	Iteration 16F: 3 clusters Score -194588.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Entering Unmasked Estep 
Score: -4273239.000000 Penalty: 2557.593994
	Iteration 0F: 2 clusters Score -4273239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -4252638.000000 Penalty: 5115.187988
	Iteration 0F: 3 clusters Score -4252638 nChanged 13564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -4259888.500000 Penalty: 5115.187988
	Iteration 1F: 3 clusters Score -4259888 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -4260303.500000 Penalty: 5115.187988
	Iteration 2Q: 3 clusters Score -4260304 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -4260723.000000 Penalty: 5115.187988
	Iteration 3Q: 3 clusters Score -4260723 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -4261205.000000 Penalty: 5115.187988
	Iteration 4Q: 3 clusters Score -4261205 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -4261749.500000 Penalty: 5115.187988
	Iteration 5Q: 3 clusters Score -4261750 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -4262555.000000 Penalty: 5115.187988
	Iteration 6F: 3 clusters Score -4262555 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -4263650.500000 Penalty: 5115.187988
	Iteration 7F: 3 clusters Score -4263650 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -4265076.500000 Penalty: 5115.187988
	Iteration 8F: 3 clusters Score -4265076 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -4266704.000000 Penalty: 5115.187988
	Iteration 9F: 3 clusters Score -4266704 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -4268284.000000 Penalty: 5115.187988
	Iteration 10F: 3 clusters Score -4268284 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -4269573.000000 Penalty: 5115.187988
	Iteration 11Q: 3 clusters Score -4269573 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -4270400.000000 Penalty: 5115.187988
	Iteration 12Q: 3 clusters Score -4270400 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -4270893.500000 Penalty: 5115.187988
	Iteration 13Q: 3 clusters Score -4270894 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -4271209.500000 Penalty: 5115.187988
	Iteration 14Q: 3 clusters Score -4271210 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 28836 members 
Entering Unmasked Estep 
Score: -4271389.500000 Penalty: 5115.187988
	Iteration 15Q: 3 clusters Score -4271390 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -4271474.500000 Penalty: 5115.187988
	Iteration 16Q: 3 clusters Score -4271474 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -4271531.500000 Penalty: 5115.187988
	Iteration 17Q: 3 clusters Score -4271532 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -4271564.000000 Penalty: 5115.187988
	Iteration 18Q: 3 clusters Score -4271564 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -4271594.500000 Penalty: 5115.187988
	Iteration 19Q: 3 clusters Score -4271594 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -4271603.500000 Penalty: 5115.187988
	Iteration 20F: 3 clusters Score -4271604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -4271621.000000 Penalty: 5115.187988
	Iteration 21Q: 3 clusters Score -4271621 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -4271631.000000 Penalty: 5115.187988
	Iteration 22Q: 3 clusters Score -4271631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -4271629.500000 Penalty: 5115.187988
	Iteration 23Q: 3 clusters Score -4271630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -4271636.000000 Penalty: 5115.187988
	Iteration 24Q: 3 clusters Score -4271636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -4271640.500000 Penalty: 5115.187988
	Iteration 25Q: 3 clusters Score -4271640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -4271643.500000 Penalty: 5115.187988
	Iteration 26Q: 3 clusters Score -4271644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -4271648.500000 Penalty: 5115.187988
	Iteration 27Q: 3 clusters Score -4271648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -4271652.000000 Penalty: 5115.187988
	Iteration 28Q: 3 clusters Score -4271652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -4271659.000000 Penalty: 5115.187988
	Iteration 29Q: 3 clusters Score -4271659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -4271657.000000 Penalty: 5115.187988
	Iteration 30Q: 3 clusters Score -4271657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -4271653.500000 Penalty: 5115.187988
	Iteration 31Q: 3 clusters Score -4271654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -4271653.500000 Penalty: 5115.187988
	Iteration 32F: 3 clusters Score -4271654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (179787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179787 members 
Entering Unmasked Estep 
Score: -25321704.000000 Penalty: 3000.683105
	Iteration 0F: 2 clusters Score -2.53217e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89544 members 
Mstep: Class 2 contains 90243 members 
Entering Unmasked Estep 
Score: -25215406.000000 Penalty: 6001.366211
	Iteration 0F: 3 clusters Score -2.521541e+07 nChanged 86005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84109 members 
Mstep: Class 2 contains 95678 members 
Entering Unmasked Estep 
Score: -25265006.000000 Penalty: 6001.366211
	Iteration 1F: 3 clusters Score -2.526501e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80463 members 
Mstep: Class 2 contains 99324 members 
Entering Unmasked Estep 
Score: -25266082.000000 Penalty: 6001.366211
	Iteration 2Q: 3 clusters Score -2.526608e+07 nChanged 6992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74897 members 
Mstep: Class 2 contains 104890 members 
Entering Unmasked Estep 
Score: -25267978.000000 Penalty: 6001.366211
	Iteration 3Q: 3 clusters Score -2.526798e+07 nChanged 9085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66876 members 
Mstep: Class 2 contains 112911 members 
Entering Unmasked Estep 
Score: -25271080.000000 Penalty: 6001.366211
	Iteration 4F: 3 clusters Score -2.527108e+07 nChanged 11464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56060 members 
Mstep: Class 2 contains 123727 members 
Entering Unmasked Estep 
Score: -25276300.000000 Penalty: 6001.366211
	Iteration 5F: 3 clusters Score -2.52763e+07 nChanged 13123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43401 members 
Mstep: Class 2 contains 136386 members 
Entering Unmasked Estep 
Score: -25284536.000000 Penalty: 6001.366211
	Iteration 6F: 3 clusters Score -2.528454e+07 nChanged 12436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 148410 members 
Entering Unmasked Estep 
Score: -25293142.000000 Penalty: 6001.366211
	Iteration 7F: 3 clusters Score -2.529314e+07 nChanged 9685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 157619 members 
Entering Unmasked Estep 
Score: -25305004.000000 Penalty: 6001.366211
	Iteration 8F: 3 clusters Score -2.5305e+07 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 164852 members 
Entering Unmasked Estep 
Score: -25314066.000000 Penalty: 6001.366211
	Iteration 9Q: 3 clusters Score -2.531407e+07 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 170571 members 
Entering Unmasked Estep 
Score: -25318620.000000 Penalty: 6001.366211
	Iteration 10Q: 3 clusters Score -2.531862e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 174544 members 
Entering Unmasked Estep 
Score: -25319698.000000 Penalty: 6001.366211
	Iteration 11Q: 3 clusters Score -2.53197e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 177038 members 
Entering Unmasked Estep 
Score: -25319702.000000 Penalty: 6001.366211
	Iteration 12Q: 3 clusters Score -2.53197e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 178367 members 
Entering Unmasked Estep 
Score: -25319470.000000 Penalty: 6001.366211
	Iteration 13Q: 3 clusters Score -2.531947e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 178961 members 
Entering Unmasked Estep 
Score: -25319374.000000 Penalty: 6001.366211
	Iteration 14Q: 3 clusters Score -2.531937e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 179218 members 
Entering Unmasked Estep 
Score: -25319324.000000 Penalty: 6001.366211
	Iteration 15Q: 3 clusters Score -2.531932e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 179321 members 
Entering Unmasked Estep 
Score: -25319344.000000 Penalty: 6001.366211
	Iteration 16Q: 3 clusters Score -2.531934e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 179374 members 
Entering Unmasked Estep 
Score: -25319350.000000 Penalty: 6001.366211
	Iteration 17Q: 3 clusters Score -2.531935e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 179398 members 
Entering Unmasked Estep 
Score: -25319354.000000 Penalty: 6001.366211
	Iteration 18Q: 3 clusters Score -2.531935e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 179409 members 
Entering Unmasked Estep 
Score: -25319366.000000 Penalty: 6001.366211
	Iteration 19Q: 3 clusters Score -2.531937e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 179417 members 
Entering Unmasked Estep 
Score: -25319368.000000 Penalty: 6001.366211
	Iteration 20F: 3 clusters Score -2.531937e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 179421 members 
Entering Unmasked Estep 
Score: -25319372.000000 Penalty: 6001.366211
	Iteration 21Q: 3 clusters Score -2.531937e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 179426 members 
Entering Unmasked Estep 
Score: -25319376.000000 Penalty: 6001.366211
	Iteration 22Q: 3 clusters Score -2.531938e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 179430 members 
Entering Unmasked Estep 
Score: -25319378.000000 Penalty: 6001.366211
	Iteration 23Q: 3 clusters Score -2.531938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 179431 members 
Entering Unmasked Estep 
Score: -25319374.000000 Penalty: 6001.366211
	Iteration 24Q: 3 clusters Score -2.531937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 179432 members 
Entering Unmasked Estep 
Score: -25319368.000000 Penalty: 6001.366211
	Iteration 25Q: 3 clusters Score -2.531937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 179434 members 
Entering Unmasked Estep 
Score: -25319378.000000 Penalty: 6001.366211
	Iteration 26Q: 3 clusters Score -2.531938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 179434 members 
Entering Unmasked Estep 
Score: -25319372.000000 Penalty: 6001.366211
	Iteration 27Q: 3 clusters Score -2.531937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 179435 members 
Entering Unmasked Estep 
Score: -25319378.000000 Penalty: 6001.366211
	Iteration 28Q: 3 clusters Score -2.531938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 179437 members 
Entering Unmasked Estep 
Score: -25319366.000000 Penalty: 6001.366211
	Iteration 29Q: 3 clusters Score -2.531937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 179436 members 
Entering Unmasked Estep 
Score: -25319362.000000 Penalty: 6001.366211
	Iteration 30Q: 3 clusters Score -2.531936e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 179436 members 
Entering Unmasked Estep 
Score: -25319362.000000 Penalty: 6001.366211
	Iteration 31F: 3 clusters Score -2.531936e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (132538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132538 members 
Entering Unmasked Estep 
Score: -18763312.000000 Penalty: 2925.066895
	Iteration 0F: 2 clusters Score -1.876331e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66076 members 
Mstep: Class 2 contains 66462 members 
Entering Unmasked Estep 
Score: -18679546.000000 Penalty: 5850.133789
	Iteration 0F: 3 clusters Score -1.867955e+07 nChanged 63083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63657 members 
Mstep: Class 2 contains 68881 members 
Entering Unmasked Estep 
Score: -18716146.000000 Penalty: 5850.133789
	Iteration 1F: 3 clusters Score -1.871615e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62172 members 
Mstep: Class 2 contains 70366 members 
Entering Unmasked Estep 
Score: -18717228.000000 Penalty: 5850.133789
	Iteration 2Q: 3 clusters Score -1.871723e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60041 members 
Mstep: Class 2 contains 72497 members 
Entering Unmasked Estep 
Score: -18718508.000000 Penalty: 5850.133789
	Iteration 3Q: 3 clusters Score -1.871851e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57007 members 
Mstep: Class 2 contains 75531 members 
Entering Unmasked Estep 
Score: -18720528.000000 Penalty: 5850.133789
	Iteration 4Q: 3 clusters Score -1.872053e+07 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52721 members 
Mstep: Class 2 contains 79817 members 
Entering Unmasked Estep 
Score: -18723202.000000 Penalty: 5850.133789
	Iteration 5Q: 3 clusters Score -1.87232e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47066 members 
Mstep: Class 2 contains 85472 members 
Entering Unmasked Estep 
Score: -18727126.000000 Penalty: 5850.133789
	Iteration 6F: 3 clusters Score -1.872713e+07 nChanged 7696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40110 members 
Mstep: Class 2 contains 92428 members 
Entering Unmasked Estep 
Score: -18732174.000000 Penalty: 5850.133789
	Iteration 7F: 3 clusters Score -1.873217e+07 nChanged 7991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 99661 members 
Entering Unmasked Estep 
Score: -18737942.000000 Penalty: 5850.133789
	Iteration 8F: 3 clusters Score -1.873794e+07 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 106245 members 
Entering Unmasked Estep 
Score: -18742942.000000 Penalty: 5850.133789
	Iteration 9F: 3 clusters Score -1.874294e+07 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 111513 members 
Entering Unmasked Estep 
Score: -18746994.000000 Penalty: 5850.133789
	Iteration 10Q: 3 clusters Score -1.874699e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 115328 members 
Entering Unmasked Estep 
Score: -18749874.000000 Penalty: 5850.133789
	Iteration 11Q: 3 clusters Score -1.874987e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 118080 members 
Entering Unmasked Estep 
Score: -18751688.000000 Penalty: 5850.133789
	Iteration 12Q: 3 clusters Score -1.875169e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 120087 members 
Entering Unmasked Estep 
Score: -18753018.000000 Penalty: 5850.133789
	Iteration 13Q: 3 clusters Score -1.875302e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 121692 members 
Entering Unmasked Estep 
Score: -18754026.000000 Penalty: 5850.133789
	Iteration 14Q: 3 clusters Score -1.875403e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 123040 members 
Entering Unmasked Estep 
Score: -18754922.000000 Penalty: 5850.133789
	Iteration 15Q: 3 clusters Score -1.875492e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 124271 members 
Entering Unmasked Estep 
Score: -18755610.000000 Penalty: 5850.133789
	Iteration 16Q: 3 clusters Score -1.875561e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 125345 members 
Entering Unmasked Estep 
Score: -18756290.000000 Penalty: 5850.133789
	Iteration 17Q: 3 clusters Score -1.875629e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 126301 members 
Entering Unmasked Estep 
Score: -18756846.000000 Penalty: 5850.133789
	Iteration 18Q: 3 clusters Score -1.875685e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 127141 members 
Entering Unmasked Estep 
Score: -18757306.000000 Penalty: 5850.133789
	Iteration 19Q: 3 clusters Score -1.875731e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 127873 members 
Entering Unmasked Estep 
Score: -18757822.000000 Penalty: 5850.133789
	Iteration 20F: 3 clusters Score -1.875782e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 128528 members 
Entering Unmasked Estep 
Score: -18758238.000000 Penalty: 5850.133789
	Iteration 21Q: 3 clusters Score -1.875824e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 129065 members 
Entering Unmasked Estep 
Score: -18758610.000000 Penalty: 5850.133789
	Iteration 22Q: 3 clusters Score -1.875861e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 129530 members 
Entering Unmasked Estep 
Score: -18758928.000000 Penalty: 5850.133789
	Iteration 23Q: 3 clusters Score -1.875893e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 129918 members 
Entering Unmasked Estep 
Score: -18759232.000000 Penalty: 5850.133789
	Iteration 24Q: 3 clusters Score -1.875923e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 130223 members 
Entering Unmasked Estep 
Score: -18759488.000000 Penalty: 5850.133789
	Iteration 25Q: 3 clusters Score -1.875949e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 130462 members 
Entering Unmasked Estep 
Score: -18759626.000000 Penalty: 5850.133789
	Iteration 26Q: 3 clusters Score -1.875963e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 130656 members 
Entering Unmasked Estep 
Score: -18759772.000000 Penalty: 5850.133789
	Iteration 27Q: 3 clusters Score -1.875977e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 130823 members 
Entering Unmasked Estep 
Score: -18759898.000000 Penalty: 5850.133789
	Iteration 28Q: 3 clusters Score -1.87599e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 130969 members 
Entering Unmasked Estep 
Score: -18760026.000000 Penalty: 5850.133789
	Iteration 29Q: 3 clusters Score -1.876003e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 131087 members 
Entering Unmasked Estep 
Score: -18760140.000000 Penalty: 5850.133789
	Iteration 30Q: 3 clusters Score -1.876014e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 131184 members 
Entering Unmasked Estep 
Score: -18760240.000000 Penalty: 5850.133789
	Iteration 31Q: 3 clusters Score -1.876024e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 131276 members 
Entering Unmasked Estep 
Score: -18760322.000000 Penalty: 5850.133789
	Iteration 32Q: 3 clusters Score -1.876032e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 131332 members 
Entering Unmasked Estep 
Score: -18760382.000000 Penalty: 5850.133789
	Iteration 33Q: 3 clusters Score -1.876038e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 131369 members 
Entering Unmasked Estep 
Score: -18760422.000000 Penalty: 5850.133789
	Iteration 34Q: 3 clusters Score -1.876042e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 131403 members 
Entering Unmasked Estep 
Score: -18760456.000000 Penalty: 5850.133789
	Iteration 35Q: 3 clusters Score -1.876046e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 131436 members 
Entering Unmasked Estep 
Score: -18760504.000000 Penalty: 5850.133789
	Iteration 36Q: 3 clusters Score -1.87605e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 131471 members 
Entering Unmasked Estep 
Score: -18760538.000000 Penalty: 5850.133789
	Iteration 37Q: 3 clusters Score -1.876054e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 131506 members 
Entering Unmasked Estep 
Score: -18760570.000000 Penalty: 5850.133789
	Iteration 38Q: 3 clusters Score -1.876057e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 131534 members 
Entering Unmasked Estep 
Score: -18760620.000000 Penalty: 5850.133789
	Iteration 39Q: 3 clusters Score -1.876062e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 131552 members 
Entering Unmasked Estep 
Score: -18760630.000000 Penalty: 5850.133789
	Iteration 40F: 3 clusters Score -1.876063e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 131566 members 
Entering Unmasked Estep 
Score: -18760630.000000 Penalty: 5850.133789
	Iteration 41Q: 3 clusters Score -1.876063e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 131577 members 
Entering Unmasked Estep 
Score: -18760658.000000 Penalty: 5850.133789
	Iteration 42Q: 3 clusters Score -1.876066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 131583 members 
Entering Unmasked Estep 
Score: -18760664.000000 Penalty: 5850.133789
	Iteration 43Q: 3 clusters Score -1.876066e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 131590 members 
Entering Unmasked Estep 
Score: -18760660.000000 Penalty: 5850.133789
	Iteration 44Q: 3 clusters Score -1.876066e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 131601 members 
Entering Unmasked Estep 
Score: -18760656.000000 Penalty: 5850.133789
	Iteration 45Q: 3 clusters Score -1.876066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 131608 members 
Entering Unmasked Estep 
Score: -18760658.000000 Penalty: 5850.133789
	Iteration 46Q: 3 clusters Score -1.876066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 131615 members 
Entering Unmasked Estep 
Score: -18760668.000000 Penalty: 5850.133789
	Iteration 47Q: 3 clusters Score -1.876067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 131620 members 
Entering Unmasked Estep 
Score: -18760674.000000 Penalty: 5850.133789
	Iteration 48Q: 3 clusters Score -1.876067e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 131625 members 
Entering Unmasked Estep 
Score: -18760680.000000 Penalty: 5850.133789
	Iteration 49Q: 3 clusters Score -1.876068e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 131634 members 
Entering Unmasked Estep 
Score: -18760688.000000 Penalty: 5850.133789
	Iteration 50Q: 3 clusters Score -1.876069e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 131641 members 
Entering Unmasked Estep 
Score: -18760694.000000 Penalty: 5850.133789
	Iteration 51Q: 3 clusters Score -1.876069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 131645 members 
Entering Unmasked Estep 
Score: -18760700.000000 Penalty: 5850.133789
	Iteration 52Q: 3 clusters Score -1.87607e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 131652 members 
Entering Unmasked Estep 
Score: -18760690.000000 Penalty: 5850.133789
	Iteration 53Q: 3 clusters Score -1.876069e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 131659 members 
Entering Unmasked Estep 
Score: -18760686.000000 Penalty: 5850.133789
	Iteration 54Q: 3 clusters Score -1.876069e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 131664 members 
Entering Unmasked Estep 
Score: -18760680.000000 Penalty: 5850.133789
	Iteration 55Q: 3 clusters Score -1.876068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 131667 members 
Entering Unmasked Estep 
Score: -18760702.000000 Penalty: 5850.133789
	Iteration 56Q: 3 clusters Score -1.87607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 131670 members 
Entering Unmasked Estep 
Score: -18760700.000000 Penalty: 5850.133789
	Iteration 57Q: 3 clusters Score -1.87607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 131673 members 
Entering Unmasked Estep 
Score: -18760708.000000 Penalty: 5850.133789
	Iteration 58Q: 3 clusters Score -1.876071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 131676 members 
Entering Unmasked Estep 
Score: -18760712.000000 Penalty: 5850.133789
	Iteration 59Q: 3 clusters Score -1.876071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 131677 members 
Entering Unmasked Estep 
Score: -18760722.000000 Penalty: 5850.133789
	Iteration 60F: 3 clusters Score -1.876072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 131677 members 
Entering Unmasked Estep 
Score: -18760718.000000 Penalty: 5850.133789
	Iteration 61Q: 3 clusters Score -1.876072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 131681 members 
Entering Unmasked Estep 
Score: -18760728.000000 Penalty: 5850.133789
	Iteration 62Q: 3 clusters Score -1.876073e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 131685 members 
Entering Unmasked Estep 
Score: -18760730.000000 Penalty: 5850.133789
	Iteration 63Q: 3 clusters Score -1.876073e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 131691 members 
Entering Unmasked Estep 
Score: -18760734.000000 Penalty: 5850.133789
	Iteration 64Q: 3 clusters Score -1.876073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 131693 members 
Entering Unmasked Estep 
Score: -18760742.000000 Penalty: 5850.133789
	Iteration 65Q: 3 clusters Score -1.876074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 131697 members 
Entering Unmasked Estep 
Score: -18760770.000000 Penalty: 5850.133789
	Iteration 66Q: 3 clusters Score -1.876077e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 131701 members 
Entering Unmasked Estep 
Score: -18760764.000000 Penalty: 5850.133789
	Iteration 67Q: 3 clusters Score -1.876076e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 131708 members 
Entering Unmasked Estep 
Score: -18760766.000000 Penalty: 5850.133789
	Iteration 68Q: 3 clusters Score -1.876077e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 131720 members 
Entering Unmasked Estep 
Score: -18760772.000000 Penalty: 5850.133789
	Iteration 69Q: 3 clusters Score -1.876077e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 131725 members 
Entering Unmasked Estep 
Score: -18760790.000000 Penalty: 5850.133789
	Iteration 70Q: 3 clusters Score -1.876079e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 131733 members 
Entering Unmasked Estep 
Score: -18760782.000000 Penalty: 5850.133789
	Iteration 71Q: 3 clusters Score -1.876078e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 131738 members 
Entering Unmasked Estep 
Score: -18760788.000000 Penalty: 5850.133789
	Iteration 72Q: 3 clusters Score -1.876079e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 131741 members 
Entering Unmasked Estep 
Score: -18760788.000000 Penalty: 5850.133789
	Iteration 73Q: 3 clusters Score -1.876079e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 131744 members 
Entering Unmasked Estep 
Score: -18760792.000000 Penalty: 5850.133789
	Iteration 74Q: 3 clusters Score -1.876079e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 131749 members 
Entering Unmasked Estep 
Score: -18760776.000000 Penalty: 5850.133789
	Iteration 75Q: 3 clusters Score -1.876078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 131756 members 
Entering Unmasked Estep 
Score: -18760786.000000 Penalty: 5850.133789
	Iteration 76Q: 3 clusters Score -1.876079e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 131759 members 
Entering Unmasked Estep 
Score: -18760796.000000 Penalty: 5850.133789
	Iteration 77Q: 3 clusters Score -1.87608e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 131765 members 
Entering Unmasked Estep 
Score: -18760802.000000 Penalty: 5850.133789
	Iteration 78Q: 3 clusters Score -1.87608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 131767 members 
Entering Unmasked Estep 
Score: -18760802.000000 Penalty: 5850.133789
	Iteration 79Q: 3 clusters Score -1.87608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 131768 members 
Entering Unmasked Estep 
Score: -18760808.000000 Penalty: 5850.133789
	Iteration 80F: 3 clusters Score -1.876081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 131770 members 
Entering Unmasked Estep 
Score: -18760812.000000 Penalty: 5850.133789
	Iteration 81Q: 3 clusters Score -1.876081e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 131770 members 
Entering Unmasked Estep 
Score: -18760812.000000 Penalty: 5850.133789
	Iteration 82F: 3 clusters Score -1.876081e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Entering Unmasked Estep 
Score: -1145286.000000 Penalty: 2242.190918
	Iteration 0F: 2 clusters Score -1145286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1138669.625000 Penalty: 4484.381836
	Iteration 0F: 3 clusters Score -1138670 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1140463.250000 Penalty: 4484.381836
	Iteration 1F: 3 clusters Score -1140463 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1140676.375000 Penalty: 4484.381836
	Iteration 2F: 3 clusters Score -1140676 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1140830.500000 Penalty: 4484.381836
	Iteration 3Q: 3 clusters Score -1140830 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1140943.125000 Penalty: 4484.381836
	Iteration 4Q: 3 clusters Score -1140943 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1141032.500000 Penalty: 4484.381836
	Iteration 5Q: 3 clusters Score -1141032 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1141110.875000 Penalty: 4484.381836
	Iteration 6Q: 3 clusters Score -1141111 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1141177.250000 Penalty: 4484.381836
	Iteration 7Q: 3 clusters Score -1141177 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1141239.750000 Penalty: 4484.381836
	Iteration 8Q: 3 clusters Score -1141240 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1141286.750000 Penalty: 4484.381836
	Iteration 9Q: 3 clusters Score -1141287 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1141333.375000 Penalty: 4484.381836
	Iteration 10Q: 3 clusters Score -1141333 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1141386.625000 Penalty: 4484.381836
	Iteration 11Q: 3 clusters Score -1141387 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1141436.125000 Penalty: 4484.381836
	Iteration 12Q: 3 clusters Score -1141436 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1141491.625000 Penalty: 4484.381836
	Iteration 13Q: 3 clusters Score -1141492 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1141552.500000 Penalty: 4484.381836
	Iteration 14Q: 3 clusters Score -1141552 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1141620.875000 Penalty: 4484.381836
	Iteration 15Q: 3 clusters Score -1141621 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1141699.500000 Penalty: 4484.381836
	Iteration 16Q: 3 clusters Score -1141700 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1141809.375000 Penalty: 4484.381836
	Iteration 17Q: 3 clusters Score -1141809 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1141943.625000 Penalty: 4484.381836
	Iteration 18Q: 3 clusters Score -1141944 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1142120.500000 Penalty: 4484.381836
	Iteration 19Q: 3 clusters Score -1142120 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1142335.875000 Penalty: 4484.381836
	Iteration 20F: 3 clusters Score -1142336 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1142590.250000 Penalty: 4484.381836
	Iteration 21Q: 3 clusters Score -1142590 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1142877.125000 Penalty: 4484.381836
	Iteration 22Q: 3 clusters Score -1142877 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1143230.500000 Penalty: 4484.381836
	Iteration 23Q: 3 clusters Score -1143230 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1143570.875000 Penalty: 4484.381836
	Iteration 24Q: 3 clusters Score -1143571 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1143830.750000 Penalty: 4484.381836
	Iteration 25Q: 3 clusters Score -1143831 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1144063.125000 Penalty: 4484.381836
	Iteration 26Q: 3 clusters Score -1144063 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1144284.125000 Penalty: 4484.381836
	Iteration 27Q: 3 clusters Score -1144284 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1144506.750000 Penalty: 4484.381836
	Iteration 28Q: 3 clusters Score -1144507 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1144743.625000 Penalty: 4484.381836
	Iteration 29Q: 3 clusters Score -1144744 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1144898.000000 Penalty: 4484.381836
	Iteration 30Q: 3 clusters Score -1144898 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1144985.250000 Penalty: 4484.381836
	Iteration 31Q: 3 clusters Score -1144985 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1145022.750000 Penalty: 4484.381836
	Iteration 32Q: 3 clusters Score -1145023 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1145036.875000 Penalty: 4484.381836
	Iteration 33Q: 3 clusters Score -1145037 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1145046.125000 Penalty: 4484.381836
	Iteration 34Q: 3 clusters Score -1145046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1145048.875000 Penalty: 4484.381836
	Iteration 35Q: 3 clusters Score -1145049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1145052.250000 Penalty: 4484.381836
	Iteration 36Q: 3 clusters Score -1145052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1145051.750000 Penalty: 4484.381836
	Iteration 37Q: 3 clusters Score -1145052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1145052.625000 Penalty: 4484.381836
	Iteration 38Q: 3 clusters Score -1145053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1145051.500000 Penalty: 4484.381836
	Iteration 39Q: 3 clusters Score -1145052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1145052.000000 Penalty: 4484.381836
	Iteration 40F: 3 clusters Score -1145052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1145054.500000 Penalty: 4484.381836
	Iteration 41Q: 3 clusters Score -1145054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1145056.250000 Penalty: 4484.381836
	Iteration 42Q: 3 clusters Score -1145056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1145056.250000 Penalty: 4484.381836
	Iteration 43F: 3 clusters Score -1145056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Entering Unmasked Estep 
Score: -4612105.000000 Penalty: 2577.103516
	Iteration 0F: 2 clusters Score -4612105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -4589811.000000 Penalty: 5154.207031
	Iteration 0F: 3 clusters Score -4589811 nChanged 14722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -4597883.500000 Penalty: 5154.207031
	Iteration 1F: 3 clusters Score -4597884 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -4598466.000000 Penalty: 5154.207031
	Iteration 2Q: 3 clusters Score -4598466 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -4598993.000000 Penalty: 5154.207031
	Iteration 3Q: 3 clusters Score -4598993 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -4599550.500000 Penalty: 5154.207031
	Iteration 4Q: 3 clusters Score -4599550 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -4600130.000000 Penalty: 5154.207031
	Iteration 5Q: 3 clusters Score -4600130 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -4600789.000000 Penalty: 5154.207031
	Iteration 6Q: 3 clusters Score -4600789 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -4601500.500000 Penalty: 5154.207031
	Iteration 7Q: 3 clusters Score -4601500 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -4602367.500000 Penalty: 5154.207031
	Iteration 8Q: 3 clusters Score -4602368 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -4603360.500000 Penalty: 5154.207031
	Iteration 9Q: 3 clusters Score -4603360 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -4604331.000000 Penalty: 5154.207031
	Iteration 10Q: 3 clusters Score -4604331 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -4605053.000000 Penalty: 5154.207031
	Iteration 11Q: 3 clusters Score -4605053 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -4605570.500000 Penalty: 5154.207031
	Iteration 12Q: 3 clusters Score -4605570 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -4605857.000000 Penalty: 5154.207031
	Iteration 13Q: 3 clusters Score -4605857 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -4606069.000000 Penalty: 5154.207031
	Iteration 14Q: 3 clusters Score -4606069 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -4606235.500000 Penalty: 5154.207031
	Iteration 15Q: 3 clusters Score -4606236 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -4606390.000000 Penalty: 5154.207031
	Iteration 16Q: 3 clusters Score -4606390 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -4606523.500000 Penalty: 5154.207031
	Iteration 17Q: 3 clusters Score -4606524 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -4606671.500000 Penalty: 5154.207031
	Iteration 18Q: 3 clusters Score -4606672 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -4606827.000000 Penalty: 5154.207031
	Iteration 19Q: 3 clusters Score -4606827 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -4606965.500000 Penalty: 5154.207031
	Iteration 20F: 3 clusters Score -4606966 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -4607102.500000 Penalty: 5154.207031
	Iteration 21Q: 3 clusters Score -4607102 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -4607245.500000 Penalty: 5154.207031
	Iteration 22Q: 3 clusters Score -4607246 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -4607404.000000 Penalty: 5154.207031
	Iteration 23Q: 3 clusters Score -4607404 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -4607519.500000 Penalty: 5154.207031
	Iteration 24Q: 3 clusters Score -4607520 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -4607648.000000 Penalty: 5154.207031
	Iteration 25Q: 3 clusters Score -4607648 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -4607786.500000 Penalty: 5154.207031
	Iteration 26Q: 3 clusters Score -4607786 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -4607894.000000 Penalty: 5154.207031
	Iteration 27Q: 3 clusters Score -4607894 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -4607999.500000 Penalty: 5154.207031
	Iteration 28Q: 3 clusters Score -4608000 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -4608131.500000 Penalty: 5154.207031
	Iteration 29Q: 3 clusters Score -4608132 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -4608233.000000 Penalty: 5154.207031
	Iteration 30Q: 3 clusters Score -4608233 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -4608343.000000 Penalty: 5154.207031
	Iteration 31Q: 3 clusters Score -4608343 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -4608459.500000 Penalty: 5154.207031
	Iteration 32Q: 3 clusters Score -4608460 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -4608554.500000 Penalty: 5154.207031
	Iteration 33Q: 3 clusters Score -4608554 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -4608636.500000 Penalty: 5154.207031
	Iteration 34Q: 3 clusters Score -4608636 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -4608749.500000 Penalty: 5154.207031
	Iteration 35Q: 3 clusters Score -4608750 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -4608841.000000 Penalty: 5154.207031
	Iteration 36Q: 3 clusters Score -4608841 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -4608939.000000 Penalty: 5154.207031
	Iteration 37Q: 3 clusters Score -4608939 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -4609048.500000 Penalty: 5154.207031
	Iteration 38Q: 3 clusters Score -4609048 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -4609141.500000 Penalty: 5154.207031
	Iteration 39Q: 3 clusters Score -4609142 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -4609254.000000 Penalty: 5154.207031
	Iteration 40F: 3 clusters Score -4609254 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -4609383.000000 Penalty: 5154.207031
	Iteration 41Q: 3 clusters Score -4609383 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -4609503.500000 Penalty: 5154.207031
	Iteration 42Q: 3 clusters Score -4609504 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -4609593.500000 Penalty: 5154.207031
	Iteration 43Q: 3 clusters Score -4609594 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -4609666.500000 Penalty: 5154.207031
	Iteration 44Q: 3 clusters Score -4609666 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -4609729.000000 Penalty: 5154.207031
	Iteration 45Q: 3 clusters Score -4609729 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -4609784.000000 Penalty: 5154.207031
	Iteration 46Q: 3 clusters Score -4609784 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -4609815.000000 Penalty: 5154.207031
	Iteration 47Q: 3 clusters Score -4609815 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -4609866.500000 Penalty: 5154.207031
	Iteration 48Q: 3 clusters Score -4609866 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -4609893.000000 Penalty: 5154.207031
	Iteration 49Q: 3 clusters Score -4609893 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -4609915.000000 Penalty: 5154.207031
	Iteration 50Q: 3 clusters Score -4609915 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -4609929.500000 Penalty: 5154.207031
	Iteration 51Q: 3 clusters Score -4609930 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -4609947.500000 Penalty: 5154.207031
	Iteration 52Q: 3 clusters Score -4609948 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -4609977.500000 Penalty: 5154.207031
	Iteration 53Q: 3 clusters Score -4609978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -4609999.000000 Penalty: 5154.207031
	Iteration 54Q: 3 clusters Score -4609999 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -4610008.500000 Penalty: 5154.207031
	Iteration 55Q: 3 clusters Score -4610008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -4610011.500000 Penalty: 5154.207031
	Iteration 56Q: 3 clusters Score -4610012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -4610016.500000 Penalty: 5154.207031
	Iteration 57Q: 3 clusters Score -4610016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -4610024.500000 Penalty: 5154.207031
	Iteration 58Q: 3 clusters Score -4610024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -4610035.500000 Penalty: 5154.207031
	Iteration 59Q: 3 clusters Score -4610036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -4610034.000000 Penalty: 5154.207031
	Iteration 60F: 3 clusters Score -4610034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 31979 members 
Entering Unmasked Estep 
Score: -4610040.500000 Penalty: 5154.207031
	Iteration 61Q: 3 clusters Score -4610040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 31981 members 
Entering Unmasked Estep 
Score: -4610044.500000 Penalty: 5154.207031
	Iteration 62Q: 3 clusters Score -4610044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 31981 members 
Entering Unmasked Estep 
Score: -4610050.000000 Penalty: 5154.207031
	Iteration 63Q: 3 clusters Score -4610050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 31982 members 
Entering Unmasked Estep 
Score: -4610050.500000 Penalty: 5154.207031
	Iteration 64Q: 3 clusters Score -4610050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 31983 members 
Entering Unmasked Estep 
Score: -4610052.500000 Penalty: 5154.207031
	Iteration 65Q: 3 clusters Score -4610052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -4610053.500000 Penalty: 5154.207031
	Iteration 66Q: 3 clusters Score -4610054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 31987 members 
Entering Unmasked Estep 
Score: -4610053.000000 Penalty: 5154.207031
	Iteration 67Q: 3 clusters Score -4610053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 31987 members 
Entering Unmasked Estep 
Score: -4610053.000000 Penalty: 5154.207031
	Iteration 68F: 3 clusters Score -4610053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Entering Unmasked Estep 
Score: -2577678.000000 Penalty: 2433.465088
	Iteration 0F: 2 clusters Score -2577678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -2564821.000000 Penalty: 4866.930176
	Iteration 0F: 3 clusters Score -2564821 nChanged 7944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2568910.000000 Penalty: 4866.930176
	Iteration 1F: 3 clusters Score -2568910 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -2569311.250000 Penalty: 4866.930176
	Iteration 2F: 3 clusters Score -2569311 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -2569647.500000 Penalty: 4866.930176
	Iteration 3Q: 3 clusters Score -2569648 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2569902.500000 Penalty: 4866.930176
	Iteration 4Q: 3 clusters Score -2569902 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -2570117.250000 Penalty: 4866.930176
	Iteration 5Q: 3 clusters Score -2570117 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -2570311.750000 Penalty: 4866.930176
	Iteration 6Q: 3 clusters Score -2570312 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -2570519.500000 Penalty: 4866.930176
	Iteration 7Q: 3 clusters Score -2570520 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2570752.750000 Penalty: 4866.930176
	Iteration 8Q: 3 clusters Score -2570753 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -2570989.500000 Penalty: 4866.930176
	Iteration 9Q: 3 clusters Score -2570990 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -2571280.250000 Penalty: 4866.930176
	Iteration 10Q: 3 clusters Score -2571280 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -2571659.750000 Penalty: 4866.930176
	Iteration 11Q: 3 clusters Score -2571660 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -2572147.250000 Penalty: 4866.930176
	Iteration 12Q: 3 clusters Score -2572147 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -2572681.000000 Penalty: 4866.930176
	Iteration 13Q: 3 clusters Score -2572681 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -2573258.250000 Penalty: 4866.930176
	Iteration 14Q: 3 clusters Score -2573258 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2573830.250000 Penalty: 4866.930176
	Iteration 15Q: 3 clusters Score -2573830 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2574332.250000 Penalty: 4866.930176
	Iteration 16Q: 3 clusters Score -2574332 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2574749.750000 Penalty: 4866.930176
	Iteration 17Q: 3 clusters Score -2574750 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2575068.750000 Penalty: 4866.930176
	Iteration 18Q: 3 clusters Score -2575069 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2575270.500000 Penalty: 4866.930176
	Iteration 19Q: 3 clusters Score -2575270 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2575412.750000 Penalty: 4866.930176
	Iteration 20F: 3 clusters Score -2575413 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2575499.500000 Penalty: 4866.930176
	Iteration 21Q: 3 clusters Score -2575500 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2575548.750000 Penalty: 4866.930176
	Iteration 22Q: 3 clusters Score -2575549 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2575580.000000 Penalty: 4866.930176
	Iteration 23Q: 3 clusters Score -2575580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2575597.250000 Penalty: 4866.930176
	Iteration 24Q: 3 clusters Score -2575597 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2575620.250000 Penalty: 4866.930176
	Iteration 25Q: 3 clusters Score -2575620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2575634.000000 Penalty: 4866.930176
	Iteration 26Q: 3 clusters Score -2575634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2575649.250000 Penalty: 4866.930176
	Iteration 27Q: 3 clusters Score -2575649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2575653.750000 Penalty: 4866.930176
	Iteration 28Q: 3 clusters Score -2575654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2575660.250000 Penalty: 4866.930176
	Iteration 29Q: 3 clusters Score -2575660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2575665.250000 Penalty: 4866.930176
	Iteration 30Q: 3 clusters Score -2575665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2575675.000000 Penalty: 4866.930176
	Iteration 31Q: 3 clusters Score -2575675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2575673.750000 Penalty: 4866.930176
	Iteration 32Q: 3 clusters Score -2575674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2575675.500000 Penalty: 4866.930176
	Iteration 33Q: 3 clusters Score -2575676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2575681.250000 Penalty: 4866.930176
	Iteration 34Q: 3 clusters Score -2575681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2575680.750000 Penalty: 4866.930176
	Iteration 35Q: 3 clusters Score -2575681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2575685.750000 Penalty: 4866.930176
	Iteration 36Q: 3 clusters Score -2575686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2575684.500000 Penalty: 4866.930176
	Iteration 37Q: 3 clusters Score -2575684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2575684.500000 Penalty: 4866.930176
	Iteration 38F: 3 clusters Score -2575684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Entering Unmasked Estep 
Score: -77580.429688 Penalty: 1573.282349
	Iteration 0F: 2 clusters Score -77580.43 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 298 members 
Entering Unmasked Estep 
Score: -75997.132812 Penalty: 3146.564697
	Iteration 0F: 3 clusters Score -75997.13 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -76167.375000 Penalty: 3146.564697
	Iteration 1F: 3 clusters Score -76167.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -76220.015625 Penalty: 3146.564697
	Iteration 2Q: 3 clusters Score -76220.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -76228.648438 Penalty: 3146.564697
	Iteration 3Q: 3 clusters Score -76228.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -76241.171875 Penalty: 3146.564697
	Iteration 4Q: 3 clusters Score -76241.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -76249.062500 Penalty: 3146.564697
	Iteration 5Q: 3 clusters Score -76249.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -76251.718750 Penalty: 3146.564697
	Iteration 6Q: 3 clusters Score -76251.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -76257.187500 Penalty: 3146.564697
	Iteration 7Q: 3 clusters Score -76257.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -76258.687500 Penalty: 3146.564697
	Iteration 8Q: 3 clusters Score -76258.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -76265.007812 Penalty: 3146.564697
	Iteration 9Q: 3 clusters Score -76265.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -76267.203125 Penalty: 3146.564697
	Iteration 10Q: 3 clusters Score -76267.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -76274.156250 Penalty: 3146.564697
	Iteration 11Q: 3 clusters Score -76274.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -76276.562500 Penalty: 3146.564697
	Iteration 12Q: 3 clusters Score -76276.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -76276.562500 Penalty: 3146.564697
	Iteration 13F: 3 clusters Score -76276.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39860 members 
Entering Unmasked Estep 
Score: -5464072.500000 Penalty: 2627.095703
	Iteration 0F: 2 clusters Score -5464072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -5436813.000000 Penalty: 5254.191406
	Iteration 0F: 3 clusters Score -5436813 nChanged 18337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -5446996.500000 Penalty: 5254.191406
	Iteration 1F: 3 clusters Score -5446996 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -5447507.500000 Penalty: 5254.191406
	Iteration 2Q: 3 clusters Score -5447508 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -5447958.500000 Penalty: 5254.191406
	Iteration 3Q: 3 clusters Score -5447958 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -5448463.500000 Penalty: 5254.191406
	Iteration 4Q: 3 clusters Score -5448464 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -5449102.000000 Penalty: 5254.191406
	Iteration 5Q: 3 clusters Score -5449102 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -5450007.000000 Penalty: 5254.191406
	Iteration 6Q: 3 clusters Score -5450007 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -5451281.500000 Penalty: 5254.191406
	Iteration 7F: 3 clusters Score -5451282 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -5452893.500000 Penalty: 5254.191406
	Iteration 8F: 3 clusters Score -5452894 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 32311 members 
Entering Unmasked Estep 
Score: -5454891.500000 Penalty: 5254.191406
	Iteration 9F: 3 clusters Score -5454892 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -5457069.500000 Penalty: 5254.191406
	Iteration 10F: 3 clusters Score -5457070 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
Score: -5459072.500000 Penalty: 5254.191406
	Iteration 11F: 3 clusters Score -5459072 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -5460513.500000 Penalty: 5254.191406
	Iteration 12Q: 3 clusters Score -5460514 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -5461197.000000 Penalty: 5254.191406
	Iteration 13Q: 3 clusters Score -5461197 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 39413 members 
Entering Unmasked Estep 
Score: -5461487.000000 Penalty: 5254.191406
	Iteration 14Q: 3 clusters Score -5461487 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 39516 members 
Entering Unmasked Estep 
Score: -5461606.500000 Penalty: 5254.191406
	Iteration 15Q: 3 clusters Score -5461606 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -5461670.000000 Penalty: 5254.191406
	Iteration 16Q: 3 clusters Score -5461670 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -5461719.500000 Penalty: 5254.191406
	Iteration 17Q: 3 clusters Score -5461720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -5461748.500000 Penalty: 5254.191406
	Iteration 18Q: 3 clusters Score -5461748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 39611 members 
Entering Unmasked Estep 
Score: -5461760.500000 Penalty: 5254.191406
	Iteration 19Q: 3 clusters Score -5461760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 39610 members 
Entering Unmasked Estep 
Score: -5461766.500000 Penalty: 5254.191406
	Iteration 20F: 3 clusters Score -5461766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -5461769.000000 Penalty: 5254.191406
	Iteration 21Q: 3 clusters Score -5461769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -5461777.500000 Penalty: 5254.191406
	Iteration 22Q: 3 clusters Score -5461778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 39619 members 
Entering Unmasked Estep 
Score: -5461783.500000 Penalty: 5254.191406
	Iteration 23Q: 3 clusters Score -5461784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -5461789.500000 Penalty: 5254.191406
	Iteration 24Q: 3 clusters Score -5461790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -5461790.500000 Penalty: 5254.191406
	Iteration 25Q: 3 clusters Score -5461790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 39623 members 
Entering Unmasked Estep 
Score: -5461791.000000 Penalty: 5254.191406
	Iteration 26Q: 3 clusters Score -5461791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -5461795.500000 Penalty: 5254.191406
	Iteration 27Q: 3 clusters Score -5461796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 39626 members 
Entering Unmasked Estep 
Score: -5461795.500000 Penalty: 5254.191406
	Iteration 28Q: 3 clusters Score -5461796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -5461812.500000 Penalty: 5254.191406
	Iteration 29Q: 3 clusters Score -5461812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 39631 members 
Entering Unmasked Estep 
Score: -5461813.500000 Penalty: 5254.191406
	Iteration 30Q: 3 clusters Score -5461814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -5461816.000000 Penalty: 5254.191406
	Iteration 31Q: 3 clusters Score -5461816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -5461816.000000 Penalty: 5254.191406
	Iteration 32F: 3 clusters Score -5461816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -97669.734375 Penalty: 1628.185791
	Iteration 0F: 2 clusters Score -97669.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -95930.898438 Penalty: 3256.371582
	Iteration 0F: 3 clusters Score -95930.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -96123.281250 Penalty: 3256.371582
	Iteration 1F: 3 clusters Score -96123.28 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -96176.453125 Penalty: 3256.371582
	Iteration 2Q: 3 clusters Score -96176.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -96202.476562 Penalty: 3256.371582
	Iteration 3Q: 3 clusters Score -96202.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -96220.523438 Penalty: 3256.371582
	Iteration 4Q: 3 clusters Score -96220.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -96233.398438 Penalty: 3256.371582
	Iteration 5Q: 3 clusters Score -96233.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -96243.039062 Penalty: 3256.371582
	Iteration 6Q: 3 clusters Score -96243.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -96252.109375 Penalty: 3256.371582
	Iteration 7Q: 3 clusters Score -96252.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -96255.992188 Penalty: 3256.371582
	Iteration 8Q: 3 clusters Score -96255.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -96259.046875 Penalty: 3256.371582
	Iteration 9Q: 3 clusters Score -96259.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -96259.781250 Penalty: 3256.371582
	Iteration 10Q: 3 clusters Score -96259.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -96259.781250 Penalty: 3256.371582
	Iteration 11F: 3 clusters Score -96259.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -83711.242188 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -83711.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -82103.273438 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -82103.27 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -82320.023438 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -82320.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -82387.601562 Penalty: 3193.125000
	Iteration 2Q: 3 clusters Score -82387.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -82419.046875 Penalty: 3193.125000
	Iteration 3Q: 3 clusters Score -82419.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -82437.617188 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -82437.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -82478.648438 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -82478.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -82484.914062 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -82484.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -82487.773438 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -82487.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -82495.398438 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -82495.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -82501.210938 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -82501.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -82510.671875 Penalty: 3193.125000
	Iteration 10Q: 3 clusters Score -82510.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -82512.507812 Penalty: 3193.125000
	Iteration 11Q: 3 clusters Score -82512.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -82514.843750 Penalty: 3193.125000
	Iteration 12Q: 3 clusters Score -82514.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -82519.289062 Penalty: 3193.125000
	Iteration 13Q: 3 clusters Score -82519.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -82519.812500 Penalty: 3193.125000
	Iteration 14Q: 3 clusters Score -82519.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -82519.812500 Penalty: 3193.125000
	Iteration 15F: 3 clusters Score -82519.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (159763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159763 members 
Entering Unmasked Estep 
Score: -22310666.000000 Penalty: 2971.398926
	Iteration 0F: 2 clusters Score -2.231067e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79725 members 
Mstep: Class 2 contains 80038 members 
Entering Unmasked Estep 
Score: -22205540.000000 Penalty: 5942.797852
	Iteration 0F: 3 clusters Score -2.220554e+07 nChanged 76613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76488 members 
Mstep: Class 2 contains 83275 members 
Entering Unmasked Estep 
Score: -22250408.000000 Penalty: 5942.797852
	Iteration 1F: 3 clusters Score -2.225041e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74202 members 
Mstep: Class 2 contains 85561 members 
Entering Unmasked Estep 
Score: -22252188.000000 Penalty: 5942.797852
	Iteration 2Q: 3 clusters Score -2.225219e+07 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70643 members 
Mstep: Class 2 contains 89120 members 
Entering Unmasked Estep 
Score: -22254726.000000 Penalty: 5942.797852
	Iteration 3Q: 3 clusters Score -2.225473e+07 nChanged 8658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65091 members 
Mstep: Class 2 contains 94672 members 
Entering Unmasked Estep 
Score: -22259100.000000 Penalty: 5942.797852
	Iteration 4F: 3 clusters Score -2.22591e+07 nChanged 10977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57088 members 
Mstep: Class 2 contains 102675 members 
Entering Unmasked Estep 
Score: -22266364.000000 Penalty: 5942.797852
	Iteration 5F: 3 clusters Score -2.226636e+07 nChanged 12821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47141 members 
Mstep: Class 2 contains 112622 members 
Entering Unmasked Estep 
Score: -22277248.000000 Penalty: 5942.797852
	Iteration 6F: 3 clusters Score -2.227725e+07 nChanged 12173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37868 members 
Mstep: Class 2 contains 121895 members 
Entering Unmasked Estep 
Score: -22289760.000000 Penalty: 5942.797852
	Iteration 7F: 3 clusters Score -2.228976e+07 nChanged 9049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 127826 members 
Entering Unmasked Estep 
Score: -22298478.000000 Penalty: 5942.797852
	Iteration 8F: 3 clusters Score -2.229848e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 130882 members 
Entering Unmasked Estep 
Score: -22301850.000000 Penalty: 5942.797852
	Iteration 9Q: 3 clusters Score -2.230185e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 133279 members 
Entering Unmasked Estep 
Score: -22303298.000000 Penalty: 5942.797852
	Iteration 10Q: 3 clusters Score -2.23033e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 135390 members 
Entering Unmasked Estep 
Score: -22304240.000000 Penalty: 5942.797852
	Iteration 11Q: 3 clusters Score -2.230424e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 137285 members 
Entering Unmasked Estep 
Score: -22304898.000000 Penalty: 5942.797852
	Iteration 12Q: 3 clusters Score -2.23049e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 139195 members 
Entering Unmasked Estep 
Score: -22305616.000000 Penalty: 5942.797852
	Iteration 13Q: 3 clusters Score -2.230562e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 141007 members 
Entering Unmasked Estep 
Score: -22306086.000000 Penalty: 5942.797852
	Iteration 14Q: 3 clusters Score -2.230609e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 142577 members 
Entering Unmasked Estep 
Score: -22306598.000000 Penalty: 5942.797852
	Iteration 15Q: 3 clusters Score -2.23066e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 144014 members 
Entering Unmasked Estep 
Score: -22307064.000000 Penalty: 5942.797852
	Iteration 16Q: 3 clusters Score -2.230706e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 145300 members 
Entering Unmasked Estep 
Score: -22307332.000000 Penalty: 5942.797852
	Iteration 17Q: 3 clusters Score -2.230733e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 146484 members 
Entering Unmasked Estep 
Score: -22307532.000000 Penalty: 5942.797852
	Iteration 18Q: 3 clusters Score -2.230753e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 147522 members 
Entering Unmasked Estep 
Score: -22307702.000000 Penalty: 5942.797852
	Iteration 19Q: 3 clusters Score -2.23077e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 148483 members 
Entering Unmasked Estep 
Score: -22308032.000000 Penalty: 5942.797852
	Iteration 20F: 3 clusters Score -2.230803e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 149352 members 
Entering Unmasked Estep 
Score: -22308372.000000 Penalty: 5942.797852
	Iteration 21Q: 3 clusters Score -2.230837e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 150123 members 
Entering Unmasked Estep 
Score: -22308506.000000 Penalty: 5942.797852
	Iteration 22Q: 3 clusters Score -2.230851e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 150836 members 
Entering Unmasked Estep 
Score: -22308640.000000 Penalty: 5942.797852
	Iteration 23Q: 3 clusters Score -2.230864e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 151447 members 
Entering Unmasked Estep 
Score: -22308688.000000 Penalty: 5942.797852
	Iteration 24Q: 3 clusters Score -2.230869e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 152021 members 
Entering Unmasked Estep 
Score: -22308882.000000 Penalty: 5942.797852
	Iteration 25Q: 3 clusters Score -2.230888e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 152549 members 
Entering Unmasked Estep 
Score: -22309006.000000 Penalty: 5942.797852
	Iteration 26Q: 3 clusters Score -2.230901e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 153018 members 
Entering Unmasked Estep 
Score: -22309048.000000 Penalty: 5942.797852
	Iteration 27Q: 3 clusters Score -2.230905e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 153416 members 
Entering Unmasked Estep 
Score: -22309148.000000 Penalty: 5942.797852
	Iteration 28Q: 3 clusters Score -2.230915e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 153758 members 
Entering Unmasked Estep 
Score: -22309226.000000 Penalty: 5942.797852
	Iteration 29Q: 3 clusters Score -2.230923e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 154041 members 
Entering Unmasked Estep 
Score: -22309238.000000 Penalty: 5942.797852
	Iteration 30Q: 3 clusters Score -2.230924e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 154293 members 
Entering Unmasked Estep 
Score: -22309268.000000 Penalty: 5942.797852
	Iteration 31Q: 3 clusters Score -2.230927e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 154542 members 
Entering Unmasked Estep 
Score: -22309238.000000 Penalty: 5942.797852
	Iteration 32Q: 3 clusters Score -2.230924e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 154747 members 
Entering Unmasked Estep 
Score: -22309276.000000 Penalty: 5942.797852
	Iteration 33Q: 3 clusters Score -2.230928e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 154933 members 
Entering Unmasked Estep 
Score: -22309304.000000 Penalty: 5942.797852
	Iteration 34Q: 3 clusters Score -2.23093e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 155103 members 
Entering Unmasked Estep 
Score: -22309276.000000 Penalty: 5942.797852
	Iteration 35Q: 3 clusters Score -2.230928e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 155255 members 
Entering Unmasked Estep 
Score: -22309254.000000 Penalty: 5942.797852
	Iteration 36Q: 3 clusters Score -2.230925e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 155412 members 
Entering Unmasked Estep 
Score: -22309266.000000 Penalty: 5942.797852
	Iteration 37Q: 3 clusters Score -2.230927e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 155548 members 
Entering Unmasked Estep 
Score: -22309290.000000 Penalty: 5942.797852
	Iteration 38Q: 3 clusters Score -2.230929e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 155666 members 
Entering Unmasked Estep 
Score: -22309252.000000 Penalty: 5942.797852
	Iteration 39Q: 3 clusters Score -2.230925e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 155777 members 
Entering Unmasked Estep 
Score: -22309238.000000 Penalty: 5942.797852
	Iteration 40F: 3 clusters Score -2.230924e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 155891 members 
Entering Unmasked Estep 
Score: -22309228.000000 Penalty: 5942.797852
	Iteration 41Q: 3 clusters Score -2.230923e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 155998 members 
Entering Unmasked Estep 
Score: -22309198.000000 Penalty: 5942.797852
	Iteration 42Q: 3 clusters Score -2.23092e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 156087 members 
Entering Unmasked Estep 
Score: -22309224.000000 Penalty: 5942.797852
	Iteration 43Q: 3 clusters Score -2.230922e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 156168 members 
Entering Unmasked Estep 
Score: -22309210.000000 Penalty: 5942.797852
	Iteration 44Q: 3 clusters Score -2.230921e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 156249 members 
Entering Unmasked Estep 
Score: -22309214.000000 Penalty: 5942.797852
	Iteration 45Q: 3 clusters Score -2.230921e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 156321 members 
Entering Unmasked Estep 
Score: -22309222.000000 Penalty: 5942.797852
	Iteration 46Q: 3 clusters Score -2.230922e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 156374 members 
Entering Unmasked Estep 
Score: -22309222.000000 Penalty: 5942.797852
	Iteration 47Q: 3 clusters Score -2.230922e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 156420 members 
Entering Unmasked Estep 
Score: -22309288.000000 Penalty: 5942.797852
	Iteration 48Q: 3 clusters Score -2.230929e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 156459 members 
Entering Unmasked Estep 
Score: -22309298.000000 Penalty: 5942.797852
	Iteration 49Q: 3 clusters Score -2.23093e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 156503 members 
Entering Unmasked Estep 
Score: -22309256.000000 Penalty: 5942.797852
	Iteration 50Q: 3 clusters Score -2.230926e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 156530 members 
Entering Unmasked Estep 
Score: -22309240.000000 Penalty: 5942.797852
	Iteration 51Q: 3 clusters Score -2.230924e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 156563 members 
Entering Unmasked Estep 
Score: -22309244.000000 Penalty: 5942.797852
	Iteration 52Q: 3 clusters Score -2.230924e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 156590 members 
Entering Unmasked Estep 
Score: -22309224.000000 Penalty: 5942.797852
	Iteration 53Q: 3 clusters Score -2.230922e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 156623 members 
Entering Unmasked Estep 
Score: -22309226.000000 Penalty: 5942.797852
	Iteration 54Q: 3 clusters Score -2.230923e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 156645 members 
Entering Unmasked Estep 
Score: -22309214.000000 Penalty: 5942.797852
	Iteration 55Q: 3 clusters Score -2.230921e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 156662 members 
Entering Unmasked Estep 
Score: -22309186.000000 Penalty: 5942.797852
	Iteration 56Q: 3 clusters Score -2.230919e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 156679 members 
Entering Unmasked Estep 
Score: -22309200.000000 Penalty: 5942.797852
	Iteration 57Q: 3 clusters Score -2.23092e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 156698 members 
Entering Unmasked Estep 
Score: -22309182.000000 Penalty: 5942.797852
	Iteration 58Q: 3 clusters Score -2.230918e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 156717 members 
Entering Unmasked Estep 
Score: -22309190.000000 Penalty: 5942.797852
	Iteration 59Q: 3 clusters Score -2.230919e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 156730 members 
Entering Unmasked Estep 
Score: -22309174.000000 Penalty: 5942.797852
	Iteration 60F: 3 clusters Score -2.230917e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 156743 members 
Entering Unmasked Estep 
Score: -22309196.000000 Penalty: 5942.797852
	Iteration 61Q: 3 clusters Score -2.23092e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 156756 members 
Entering Unmasked Estep 
Score: -22309188.000000 Penalty: 5942.797852
	Iteration 62Q: 3 clusters Score -2.230919e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 156767 members 
Entering Unmasked Estep 
Score: -22309190.000000 Penalty: 5942.797852
	Iteration 63Q: 3 clusters Score -2.230919e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 156779 members 
Entering Unmasked Estep 
Score: -22309170.000000 Penalty: 5942.797852
	Iteration 64Q: 3 clusters Score -2.230917e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 156789 members 
Entering Unmasked Estep 
Score: -22309202.000000 Penalty: 5942.797852
	Iteration 65Q: 3 clusters Score -2.23092e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 156798 members 
Entering Unmasked Estep 
Score: -22309160.000000 Penalty: 5942.797852
	Iteration 66Q: 3 clusters Score -2.230916e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 156812 members 
Entering Unmasked Estep 
Score: -22309162.000000 Penalty: 5942.797852
	Iteration 67Q: 3 clusters Score -2.230916e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 156819 members 
Entering Unmasked Estep 
Score: -22309180.000000 Penalty: 5942.797852
	Iteration 68Q: 3 clusters Score -2.230918e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 156826 members 
Entering Unmasked Estep 
Score: -22309170.000000 Penalty: 5942.797852
	Iteration 69Q: 3 clusters Score -2.230917e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 156834 members 
Entering Unmasked Estep 
Score: -22309168.000000 Penalty: 5942.797852
	Iteration 70Q: 3 clusters Score -2.230917e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 156845 members 
Entering Unmasked Estep 
Score: -22309168.000000 Penalty: 5942.797852
	Iteration 71Q: 3 clusters Score -2.230917e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 156856 members 
Entering Unmasked Estep 
Score: -22309164.000000 Penalty: 5942.797852
	Iteration 72Q: 3 clusters Score -2.230916e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 156864 members 
Entering Unmasked Estep 
Score: -22309160.000000 Penalty: 5942.797852
	Iteration 73Q: 3 clusters Score -2.230916e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 156879 members 
Entering Unmasked Estep 
Score: -22309160.000000 Penalty: 5942.797852
	Iteration 74Q: 3 clusters Score -2.230916e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 156891 members 
Entering Unmasked Estep 
Score: -22309142.000000 Penalty: 5942.797852
	Iteration 75Q: 3 clusters Score -2.230914e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 156900 members 
Entering Unmasked Estep 
Score: -22309166.000000 Penalty: 5942.797852
	Iteration 76Q: 3 clusters Score -2.230917e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 156913 members 
Entering Unmasked Estep 
Score: -22309148.000000 Penalty: 5942.797852
	Iteration 77Q: 3 clusters Score -2.230915e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 156925 members 
Entering Unmasked Estep 
Score: -22309120.000000 Penalty: 5942.797852
	Iteration 78Q: 3 clusters Score -2.230912e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 156935 members 
Entering Unmasked Estep 
Score: -22309142.000000 Penalty: 5942.797852
	Iteration 79Q: 3 clusters Score -2.230914e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 156945 members 
Entering Unmasked Estep 
Score: -22309148.000000 Penalty: 5942.797852
	Iteration 80F: 3 clusters Score -2.230915e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 156950 members 
Entering Unmasked Estep 
Score: -22309134.000000 Penalty: 5942.797852
	Iteration 81Q: 3 clusters Score -2.230913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 156957 members 
Entering Unmasked Estep 
Score: -22309116.000000 Penalty: 5942.797852
	Iteration 82Q: 3 clusters Score -2.230912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 156963 members 
Entering Unmasked Estep 
Score: -22309118.000000 Penalty: 5942.797852
	Iteration 83Q: 3 clusters Score -2.230912e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 156973 members 
Entering Unmasked Estep 
Score: -22309106.000000 Penalty: 5942.797852
	Iteration 84Q: 3 clusters Score -2.230911e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 156984 members 
Entering Unmasked Estep 
Score: -22309110.000000 Penalty: 5942.797852
	Iteration 85Q: 3 clusters Score -2.230911e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 156995 members 
Entering Unmasked Estep 
Score: -22309120.000000 Penalty: 5942.797852
	Iteration 86Q: 3 clusters Score -2.230912e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 157004 members 
Entering Unmasked Estep 
Score: -22309106.000000 Penalty: 5942.797852
	Iteration 87Q: 3 clusters Score -2.230911e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 157011 members 
Entering Unmasked Estep 
Score: -22309102.000000 Penalty: 5942.797852
	Iteration 88Q: 3 clusters Score -2.23091e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 157016 members 
Entering Unmasked Estep 
Score: -22309094.000000 Penalty: 5942.797852
	Iteration 89Q: 3 clusters Score -2.230909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 157019 members 
Entering Unmasked Estep 
Score: -22309112.000000 Penalty: 5942.797852
	Iteration 90Q: 3 clusters Score -2.230911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 157020 members 
Entering Unmasked Estep 
Score: -22309116.000000 Penalty: 5942.797852
	Iteration 91Q: 3 clusters Score -2.230912e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 157020 members 
Entering Unmasked Estep 
Score: -22309116.000000 Penalty: 5942.797852
	Iteration 92F: 3 clusters Score -2.230912e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Entering Unmasked Estep 
Score: -3932421.500000 Penalty: 2536.444336
	Iteration 0F: 2 clusters Score -3932422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -3913465.250000 Penalty: 5072.888672
	Iteration 0F: 3 clusters Score -3913465 nChanged 12334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -3920079.750000 Penalty: 5072.888672
	Iteration 1F: 3 clusters Score -3920080 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -3920453.750000 Penalty: 5072.888672
	Iteration 2Q: 3 clusters Score -3920454 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -3920777.500000 Penalty: 5072.888672
	Iteration 3Q: 3 clusters Score -3920778 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -3921100.000000 Penalty: 5072.888672
	Iteration 4Q: 3 clusters Score -3921100 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -3921496.000000 Penalty: 5072.888672
	Iteration 5Q: 3 clusters Score -3921496 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -3922018.250000 Penalty: 5072.888672
	Iteration 6Q: 3 clusters Score -3922018 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -3922801.000000 Penalty: 5072.888672
	Iteration 7F: 3 clusters Score -3922801 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -3923874.750000 Penalty: 5072.888672
	Iteration 8F: 3 clusters Score -3923875 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -3925387.750000 Penalty: 5072.888672
	Iteration 9F: 3 clusters Score -3925388 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -3927108.000000 Penalty: 5072.888672
	Iteration 10F: 3 clusters Score -3927108 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3928508.750000 Penalty: 5072.888672
	Iteration 11F: 3 clusters Score -3928509 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3929333.250000 Penalty: 5072.888672
	Iteration 12Q: 3 clusters Score -3929333 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3929774.750000 Penalty: 5072.888672
	Iteration 13Q: 3 clusters Score -3929775 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3929958.250000 Penalty: 5072.888672
	Iteration 14Q: 3 clusters Score -3929958 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3930078.750000 Penalty: 5072.888672
	Iteration 15Q: 3 clusters Score -3930079 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3930146.250000 Penalty: 5072.888672
	Iteration 16Q: 3 clusters Score -3930146 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3930177.000000 Penalty: 5072.888672
	Iteration 17Q: 3 clusters Score -3930177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3930192.500000 Penalty: 5072.888672
	Iteration 18Q: 3 clusters Score -3930192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3930210.500000 Penalty: 5072.888672
	Iteration 19Q: 3 clusters Score -3930210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3930231.250000 Penalty: 5072.888672
	Iteration 20F: 3 clusters Score -3930231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3930245.500000 Penalty: 5072.888672
	Iteration 21Q: 3 clusters Score -3930246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3930262.000000 Penalty: 5072.888672
	Iteration 22Q: 3 clusters Score -3930262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3930269.500000 Penalty: 5072.888672
	Iteration 23Q: 3 clusters Score -3930270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3930269.500000 Penalty: 5072.888672
	Iteration 24Q: 3 clusters Score -3930270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3930273.750000 Penalty: 5072.888672
	Iteration 25Q: 3 clusters Score -3930274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3930278.750000 Penalty: 5072.888672
	Iteration 26Q: 3 clusters Score -3930279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3930287.750000 Penalty: 5072.888672
	Iteration 27Q: 3 clusters Score -3930288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3930288.000000 Penalty: 5072.888672
	Iteration 28Q: 3 clusters Score -3930288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3930293.000000 Penalty: 5072.888672
	Iteration 29Q: 3 clusters Score -3930293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3930295.250000 Penalty: 5072.888672
	Iteration 30Q: 3 clusters Score -3930295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3930296.500000 Penalty: 5072.888672
	Iteration 31Q: 3 clusters Score -3930296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3930302.750000 Penalty: 5072.888672
	Iteration 32Q: 3 clusters Score -3930303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3930303.000000 Penalty: 5072.888672
	Iteration 33Q: 3 clusters Score -3930303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3930304.250000 Penalty: 5072.888672
	Iteration 34Q: 3 clusters Score -3930304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3930301.250000 Penalty: 5072.888672
	Iteration 35Q: 3 clusters Score -3930301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3930301.250000 Penalty: 5072.888672
	Iteration 36F: 3 clusters Score -3930301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Entering Unmasked Estep 
Score: -421060.968750 Penalty: 1997.836670
	Iteration 0F: 2 clusters Score -421061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -417705.437500 Penalty: 3995.673340
	Iteration 0F: 3 clusters Score -417705.4 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -418564.625000 Penalty: 3995.673340
	Iteration 1F: 3 clusters Score -418564.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -418902.750000 Penalty: 3995.673340
	Iteration 2F: 3 clusters Score -418902.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -419145.531250 Penalty: 3995.673340
	Iteration 3F: 3 clusters Score -419145.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -419332.062500 Penalty: 3995.673340
	Iteration 4F: 3 clusters Score -419332.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -419529.531250 Penalty: 3995.673340
	Iteration 5Q: 3 clusters Score -419529.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -419806.812500 Penalty: 3995.673340
	Iteration 6F: 3 clusters Score -419806.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -420020.843750 Penalty: 3995.673340
	Iteration 7F: 3 clusters Score -420020.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -420196.718750 Penalty: 3995.673340
	Iteration 8Q: 3 clusters Score -420196.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -420300.500000 Penalty: 3995.673340
	Iteration 9Q: 3 clusters Score -420300.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -420359.187500 Penalty: 3995.673340
	Iteration 10Q: 3 clusters Score -420359.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -420403.937500 Penalty: 3995.673340
	Iteration 11Q: 3 clusters Score -420403.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -420428.500000 Penalty: 3995.673340
	Iteration 12Q: 3 clusters Score -420428.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -420440.656250 Penalty: 3995.673340
	Iteration 13Q: 3 clusters Score -420440.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -420447.625000 Penalty: 3995.673340
	Iteration 14Q: 3 clusters Score -420447.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -420453.906250 Penalty: 3995.673340
	Iteration 15Q: 3 clusters Score -420453.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -420458.031250 Penalty: 3995.673340
	Iteration 16Q: 3 clusters Score -420458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -420459.500000 Penalty: 3995.673340
	Iteration 17Q: 3 clusters Score -420459.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -420465.218750 Penalty: 3995.673340
	Iteration 18Q: 3 clusters Score -420465.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -420465.593750 Penalty: 3995.673340
	Iteration 19Q: 3 clusters Score -420465.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -420466.375000 Penalty: 3995.673340
	Iteration 20F: 3 clusters Score -420466.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -420467.281250 Penalty: 3995.673340
	Iteration 21Q: 3 clusters Score -420467.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -420467.937500 Penalty: 3995.673340
	Iteration 22Q: 3 clusters Score -420467.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -420467.937500 Penalty: 3995.673340
	Iteration 23F: 3 clusters Score -420467.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Entering Unmasked Estep 
Score: -33623.613281 Penalty: 1457.678467
	Iteration 0F: 2 clusters Score -33623.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -32397.078125 Penalty: 2915.356934
	Iteration 0F: 3 clusters Score -32397.08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -32885.882812 Penalty: 2915.356934
	Iteration 1F: 3 clusters Score -32885.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -33124.136719 Penalty: 2915.356934
	Iteration 2F: 3 clusters Score -33124.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33288.636719 Penalty: 2915.356934
	Iteration 3F: 3 clusters Score -33288.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33413.261719 Penalty: 2915.356934
	Iteration 4Q: 3 clusters Score -33413.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -33571.242188 Penalty: 2915.356934
	Iteration 5Q: 3 clusters Score -33571.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -33813.933594 Penalty: 2915.356934
	Iteration 6Q: 3 clusters Score -33813.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -34074.468750 Penalty: 2915.356934
	Iteration 7Q: 3 clusters Score -34074.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -34346.164062 Penalty: 2915.356934
	Iteration 8Q: 3 clusters Score -34346.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -34722.742188 Penalty: 2915.356934
	Iteration 9Q: 3 clusters Score -34722.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -34802.339844 Penalty: 2915.356934
	Iteration 10Q: 3 clusters Score -34802.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -34901.398438 Penalty: 2915.356934
	Iteration 11Q: 3 clusters Score -34901.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -35037.472656 Penalty: 2915.356934
	Iteration 12Q: 3 clusters Score -35037.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -35158.433594 Penalty: 2915.356934
	Iteration 13Q: 3 clusters Score -35158.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -35158.433594 Penalty: 2915.356934
	Iteration 14F: 3 clusters Score -35158.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1415 members 
Mstep: Class 4 contains 30118 members 
Mstep: Class 5 contains 179787 members 
Mstep: Class 6 contains 132538 members 
Mstep: Class 7 contains 8443 members 
Mstep: Class 8 contains 32583 members 
Mstep: Class 9 contains 18258 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39860 members 
Mstep: Class 12 contains 710 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 159763 members 
Mstep: Class 15 contains 27656 members 
Mstep: Class 16 contains 3152 members 
Mstep: Class 17 contains 145 members 
Mstep: Class 18 contains 420 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2376 members 
Mstep: Class 21 contains 166563 members 
Mstep: Class 22 contains 85171 members 
Mstep: Class 23 contains 64521 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 212 members 
Entering Unmasked Estep 
Score: -132690248.000000 Penalty: 85410.039062
Splitting cluster 17 changes total score from -132690832.000000 to -132690248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Entering Unmasked Estep 
Score: -52590.382812 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -52590.38 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 217 members 
Entering Unmasked Estep 
Score: -51265.277344 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -51265.28 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51443.789062 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -51443.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -51480.597656 Penalty: 2995.966309
	Iteration 2Q: 3 clusters Score -51480.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -51488.437500 Penalty: 2995.966309
	Iteration 3Q: 3 clusters Score -51488.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -51495.894531 Penalty: 2995.966309
	Iteration 4Q: 3 clusters Score -51495.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -51495.894531 Penalty: 2995.966309
	Iteration 5F: 3 clusters Score -51495.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Entering Unmasked Estep 
Score: -530799.437500 Penalty: 2047.445557
	Iteration 0F: 2 clusters Score -530799.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -527038.937500 Penalty: 4094.891113
	Iteration 0F: 3 clusters Score -527038.9 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -527933.312500 Penalty: 4094.891113
	Iteration 1F: 3 clusters Score -527933.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -528167.937500 Penalty: 4094.891113
	Iteration 2F: 3 clusters Score -528167.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -528329.062500 Penalty: 4094.891113
	Iteration 3F: 3 clusters Score -528329.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -528444.250000 Penalty: 4094.891113
	Iteration 4Q: 3 clusters Score -528444.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -528527.562500 Penalty: 4094.891113
	Iteration 5Q: 3 clusters Score -528527.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -528594.187500 Penalty: 4094.891113
	Iteration 6Q: 3 clusters Score -528594.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -528661.875000 Penalty: 4094.891113
	Iteration 7Q: 3 clusters Score -528661.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -528749.687500 Penalty: 4094.891113
	Iteration 8Q: 3 clusters Score -528749.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -528845.187500 Penalty: 4094.891113
	Iteration 9Q: 3 clusters Score -528845.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -528979.312500 Penalty: 4094.891113
	Iteration 10Q: 3 clusters Score -528979.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -529143.562500 Penalty: 4094.891113
	Iteration 11Q: 3 clusters Score -529143.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -529325.250000 Penalty: 4094.891113
	Iteration 12Q: 3 clusters Score -529325.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -529486.625000 Penalty: 4094.891113
	Iteration 13Q: 3 clusters Score -529486.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -529680.812500 Penalty: 4094.891113
	Iteration 14Q: 3 clusters Score -529680.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -529902.625000 Penalty: 4094.891113
	Iteration 15Q: 3 clusters Score -529902.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -530086.437500 Penalty: 4094.891113
	Iteration 16Q: 3 clusters Score -530086.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -530193.812500 Penalty: 4094.891113
	Iteration 17Q: 3 clusters Score -530193.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -530251.000000 Penalty: 4094.891113
	Iteration 18Q: 3 clusters Score -530251 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -530270.125000 Penalty: 4094.891113
	Iteration 19Q: 3 clusters Score -530270.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -530278.187500 Penalty: 4094.891113
	Iteration 20F: 3 clusters Score -530278.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -530285.062500 Penalty: 4094.891113
	Iteration 21Q: 3 clusters Score -530285.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -530286.125000 Penalty: 4094.891113
	Iteration 22Q: 3 clusters Score -530286.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -530287.875000 Penalty: 4094.891113
	Iteration 23Q: 3 clusters Score -530287.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -530287.437500 Penalty: 4094.891113
	Iteration 24Q: 3 clusters Score -530287.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -530287.437500 Penalty: 4094.891113
	Iteration 25F: 3 clusters Score -530287.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Entering Unmasked Estep 
Score: -318872.437500 Penalty: 1927.747070
	Iteration 0F: 2 clusters Score -318872.4 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 1158 members 
Entering Unmasked Estep 
Score: -316078.250000 Penalty: 3855.494141
	Iteration 0F: 3 clusters Score -316078.2 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -316586.500000 Penalty: 3855.494141
	Iteration 1F: 3 clusters Score -316586.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -316717.656250 Penalty: 3855.494141
	Iteration 2F: 3 clusters Score -316717.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -316788.468750 Penalty: 3855.494141
	Iteration 3Q: 3 clusters Score -316788.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -316843.812500 Penalty: 3855.494141
	Iteration 4Q: 3 clusters Score -316843.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -316875.875000 Penalty: 3855.494141
	Iteration 5Q: 3 clusters Score -316875.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -316896.437500 Penalty: 3855.494141
	Iteration 6Q: 3 clusters Score -316896.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -316908.375000 Penalty: 3855.494141
	Iteration 7Q: 3 clusters Score -316908.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -316921.500000 Penalty: 3855.494141
	Iteration 8Q: 3 clusters Score -316921.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -316929.531250 Penalty: 3855.494141
	Iteration 9Q: 3 clusters Score -316929.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -316938.656250 Penalty: 3855.494141
	Iteration 10Q: 3 clusters Score -316938.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -316942.718750 Penalty: 3855.494141
	Iteration 11Q: 3 clusters Score -316942.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -316947.343750 Penalty: 3855.494141
	Iteration 12Q: 3 clusters Score -316947.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -316949.437500 Penalty: 3855.494141
	Iteration 13Q: 3 clusters Score -316949.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -316953.593750 Penalty: 3855.494141
	Iteration 14Q: 3 clusters Score -316953.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -316954.531250 Penalty: 3855.494141
	Iteration 15Q: 3 clusters Score -316954.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -316955.343750 Penalty: 3855.494141
	Iteration 16Q: 3 clusters Score -316955.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -316956.562500 Penalty: 3855.494141
	Iteration 17Q: 3 clusters Score -316956.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -316957.312500 Penalty: 3855.494141
	Iteration 18Q: 3 clusters Score -316957.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -316957.531250 Penalty: 3855.494141
	Iteration 19Q: 3 clusters Score -316957.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -316957.531250 Penalty: 3855.494141
	Iteration 20F: 3 clusters Score -316957.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (166563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166563 members 
Entering Unmasked Estep 
Score: -23260756.000000 Penalty: 2981.735840
	Iteration 0F: 2 clusters Score -2.326076e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83402 members 
Mstep: Class 2 contains 83161 members 
Entering Unmasked Estep 
Score: -23153158.000000 Penalty: 5963.471680
	Iteration 0F: 3 clusters Score -2.315316e+07 nChanged 79654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85596 members 
Mstep: Class 2 contains 80967 members 
Entering Unmasked Estep 
Score: -23199288.000000 Penalty: 5963.471680
	Iteration 1F: 3 clusters Score -2.319929e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86942 members 
Mstep: Class 2 contains 79621 members 
Entering Unmasked Estep 
Score: -23200196.000000 Penalty: 5963.471680
	Iteration 2Q: 3 clusters Score -2.32002e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88935 members 
Mstep: Class 2 contains 77628 members 
Entering Unmasked Estep 
Score: -23201180.000000 Penalty: 5963.471680
	Iteration 3Q: 3 clusters Score -2.320118e+07 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91947 members 
Mstep: Class 2 contains 74616 members 
Entering Unmasked Estep 
Score: -23202648.000000 Penalty: 5963.471680
	Iteration 4Q: 3 clusters Score -2.320265e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96367 members 
Mstep: Class 2 contains 70196 members 
Entering Unmasked Estep 
Score: -23205282.000000 Penalty: 5963.471680
	Iteration 5Q: 3 clusters Score -2.320528e+07 nChanged 8340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102521 members 
Mstep: Class 2 contains 64042 members 
Entering Unmasked Estep 
Score: -23209760.000000 Penalty: 5963.471680
	Iteration 6F: 3 clusters Score -2.320976e+07 nChanged 10139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110462 members 
Mstep: Class 2 contains 56101 members 
Entering Unmasked Estep 
Score: -23216836.000000 Penalty: 5963.471680
	Iteration 7F: 3 clusters Score -2.321684e+07 nChanged 11547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119365 members 
Mstep: Class 2 contains 47198 members 
Entering Unmasked Estep 
Score: -23226272.000000 Penalty: 5963.471680
	Iteration 8F: 3 clusters Score -2.322627e+07 nChanged 10818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127151 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
Score: -23235262.000000 Penalty: 5963.471680
	Iteration 9F: 3 clusters Score -2.323526e+07 nChanged 8660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132817 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -23241894.000000 Penalty: 5963.471680
	Iteration 10F: 3 clusters Score -2.324189e+07 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136795 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -23245788.000000 Penalty: 5963.471680
	Iteration 11Q: 3 clusters Score -2.324579e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140083 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -23248226.000000 Penalty: 5963.471680
	Iteration 12Q: 3 clusters Score -2.324823e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143148 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -23250248.000000 Penalty: 5963.471680
	Iteration 13Q: 3 clusters Score -2.325025e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145879 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -23251952.000000 Penalty: 5963.471680
	Iteration 14Q: 3 clusters Score -2.325195e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148379 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -23253608.000000 Penalty: 5963.471680
	Iteration 15Q: 3 clusters Score -2.325361e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150668 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -23255102.000000 Penalty: 5963.471680
	Iteration 16Q: 3 clusters Score -2.32551e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152629 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -23256540.000000 Penalty: 5963.471680
	Iteration 17Q: 3 clusters Score -2.325654e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154302 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -23257780.000000 Penalty: 5963.471680
	Iteration 18Q: 3 clusters Score -2.325778e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155770 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -23258712.000000 Penalty: 5963.471680
	Iteration 19Q: 3 clusters Score -2.325871e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156984 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -23259444.000000 Penalty: 5963.471680
	Iteration 20F: 3 clusters Score -2.325944e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157924 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -23260032.000000 Penalty: 5963.471680
	Iteration 21Q: 3 clusters Score -2.326003e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158726 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -23260506.000000 Penalty: 5963.471680
	Iteration 22Q: 3 clusters Score -2.326051e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159339 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -23260670.000000 Penalty: 5963.471680
	Iteration 23Q: 3 clusters Score -2.326067e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159832 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -23260754.000000 Penalty: 5963.471680
	Iteration 24Q: 3 clusters Score -2.326075e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160255 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -23260848.000000 Penalty: 5963.471680
	Iteration 25Q: 3 clusters Score -2.326085e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160601 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -23260846.000000 Penalty: 5963.471680
	Iteration 26Q: 3 clusters Score -2.326085e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160898 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -23260842.000000 Penalty: 5963.471680
	Iteration 27Q: 3 clusters Score -2.326084e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161171 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -23260848.000000 Penalty: 5963.471680
	Iteration 28Q: 3 clusters Score -2.326085e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161432 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -23260836.000000 Penalty: 5963.471680
	Iteration 29Q: 3 clusters Score -2.326084e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161648 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -23260814.000000 Penalty: 5963.471680
	Iteration 30Q: 3 clusters Score -2.326081e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161822 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -23260770.000000 Penalty: 5963.471680
	Iteration 31Q: 3 clusters Score -2.326077e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161969 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -23260754.000000 Penalty: 5963.471680
	Iteration 32Q: 3 clusters Score -2.326075e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162113 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -23260744.000000 Penalty: 5963.471680
	Iteration 33Q: 3 clusters Score -2.326074e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162247 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -23260684.000000 Penalty: 5963.471680
	Iteration 34Q: 3 clusters Score -2.326068e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162381 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -23260724.000000 Penalty: 5963.471680
	Iteration 35Q: 3 clusters Score -2.326072e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162496 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -23260664.000000 Penalty: 5963.471680
	Iteration 36Q: 3 clusters Score -2.326066e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162582 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -23260606.000000 Penalty: 5963.471680
	Iteration 37Q: 3 clusters Score -2.326061e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162667 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -23260586.000000 Penalty: 5963.471680
	Iteration 38Q: 3 clusters Score -2.326059e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162742 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -23260532.000000 Penalty: 5963.471680
	Iteration 39Q: 3 clusters Score -2.326053e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162808 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -23260540.000000 Penalty: 5963.471680
	Iteration 40F: 3 clusters Score -2.326054e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162874 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -23260568.000000 Penalty: 5963.471680
	Iteration 41Q: 3 clusters Score -2.326057e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162929 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -23260538.000000 Penalty: 5963.471680
	Iteration 42Q: 3 clusters Score -2.326054e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162975 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -23260548.000000 Penalty: 5963.471680
	Iteration 43Q: 3 clusters Score -2.326055e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163029 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -23260582.000000 Penalty: 5963.471680
	Iteration 44Q: 3 clusters Score -2.326058e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163083 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -23260538.000000 Penalty: 5963.471680
	Iteration 45Q: 3 clusters Score -2.326054e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163128 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -23260510.000000 Penalty: 5963.471680
	Iteration 46Q: 3 clusters Score -2.326051e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163174 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -23260484.000000 Penalty: 5963.471680
	Iteration 47Q: 3 clusters Score -2.326048e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163221 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -23260482.000000 Penalty: 5963.471680
	Iteration 48Q: 3 clusters Score -2.326048e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163264 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -23260480.000000 Penalty: 5963.471680
	Iteration 49Q: 3 clusters Score -2.326048e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163301 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -23260472.000000 Penalty: 5963.471680
	Iteration 50Q: 3 clusters Score -2.326047e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163356 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -23260430.000000 Penalty: 5963.471680
	Iteration 51Q: 3 clusters Score -2.326043e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163394 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -23260432.000000 Penalty: 5963.471680
	Iteration 52Q: 3 clusters Score -2.326043e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163424 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -23260438.000000 Penalty: 5963.471680
	Iteration 53Q: 3 clusters Score -2.326044e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163444 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -23260450.000000 Penalty: 5963.471680
	Iteration 54Q: 3 clusters Score -2.326045e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163468 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -23260418.000000 Penalty: 5963.471680
	Iteration 55Q: 3 clusters Score -2.326042e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163490 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -23260400.000000 Penalty: 5963.471680
	Iteration 56Q: 3 clusters Score -2.32604e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163505 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -23260396.000000 Penalty: 5963.471680
	Iteration 57Q: 3 clusters Score -2.32604e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163518 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -23260384.000000 Penalty: 5963.471680
	Iteration 58Q: 3 clusters Score -2.326038e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163525 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -23260364.000000 Penalty: 5963.471680
	Iteration 59Q: 3 clusters Score -2.326036e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163534 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -23260384.000000 Penalty: 5963.471680
	Iteration 60F: 3 clusters Score -2.326038e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163545 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -23260392.000000 Penalty: 5963.471680
	Iteration 61Q: 3 clusters Score -2.326039e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163556 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -23260370.000000 Penalty: 5963.471680
	Iteration 62Q: 3 clusters Score -2.326037e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163563 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -23260370.000000 Penalty: 5963.471680
	Iteration 63Q: 3 clusters Score -2.326037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163565 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -23260364.000000 Penalty: 5963.471680
	Iteration 64Q: 3 clusters Score -2.326036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163567 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -23260356.000000 Penalty: 5963.471680
	Iteration 65Q: 3 clusters Score -2.326036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163569 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -23260348.000000 Penalty: 5963.471680
	Iteration 66Q: 3 clusters Score -2.326035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163570 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -23260342.000000 Penalty: 5963.471680
	Iteration 67Q: 3 clusters Score -2.326034e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163570 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -23260342.000000 Penalty: 5963.471680
	Iteration 68F: 3 clusters Score -2.326034e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (85171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85171 members 
Entering Unmasked Estep 
Score: -12046593.000000 Penalty: 2815.399170
	Iteration 0F: 2 clusters Score -1.204659e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42521 members 
Mstep: Class 2 contains 42650 members 
Entering Unmasked Estep 
Score: -11989991.000000 Penalty: 5630.798340
	Iteration 0F: 3 clusters Score -1.198999e+07 nChanged 40093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -12012708.000000 Penalty: 5630.798340
	Iteration 1F: 3 clusters Score -1.201271e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 43292 members 
Entering Unmasked Estep 
Score: -12013455.000000 Penalty: 5630.798340
	Iteration 2Q: 3 clusters Score -1.201346e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41578 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -12014173.000000 Penalty: 5630.798340
	Iteration 3Q: 3 clusters Score -1.201417e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41177 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -12014949.000000 Penalty: 5630.798340
	Iteration 4Q: 3 clusters Score -1.201495e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -12015773.000000 Penalty: 5630.798340
	Iteration 5Q: 3 clusters Score -1.201577e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39724 members 
Mstep: Class 2 contains 45447 members 
Entering Unmasked Estep 
Score: -12016830.000000 Penalty: 5630.798340
	Iteration 6Q: 3 clusters Score -1.201683e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 46576 members 
Entering Unmasked Estep 
Score: -12018084.000000 Penalty: 5630.798340
	Iteration 7Q: 3 clusters Score -1.201808e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 47944 members 
Entering Unmasked Estep 
Score: -12019854.000000 Penalty: 5630.798340
	Iteration 8Q: 3 clusters Score -1.201985e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 49675 members 
Entering Unmasked Estep 
Score: -12022166.000000 Penalty: 5630.798340
	Iteration 9Q: 3 clusters Score -1.202217e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33434 members 
Mstep: Class 2 contains 51737 members 
Entering Unmasked Estep 
Score: -12025031.000000 Penalty: 5630.798340
	Iteration 10F: 3 clusters Score -1.202503e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 53817 members 
Entering Unmasked Estep 
Score: -12028165.000000 Penalty: 5630.798340
	Iteration 11F: 3 clusters Score -1.202816e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 55672 members 
Entering Unmasked Estep 
Score: -12030934.000000 Penalty: 5630.798340
	Iteration 12F: 3 clusters Score -1.203093e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 57222 members 
Entering Unmasked Estep 
Score: -12032775.000000 Penalty: 5630.798340
	Iteration 13Q: 3 clusters Score -1.203278e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 58509 members 
Entering Unmasked Estep 
Score: -12033805.000000 Penalty: 5630.798340
	Iteration 14Q: 3 clusters Score -1.20338e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 59744 members 
Entering Unmasked Estep 
Score: -12034430.000000 Penalty: 5630.798340
	Iteration 15Q: 3 clusters Score -1.203443e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 61052 members 
Entering Unmasked Estep 
Score: -12034839.000000 Penalty: 5630.798340
	Iteration 16Q: 3 clusters Score -1.203484e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 62426 members 
Entering Unmasked Estep 
Score: -12035398.000000 Penalty: 5630.798340
	Iteration 17Q: 3 clusters Score -1.20354e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 63905 members 
Entering Unmasked Estep 
Score: -12036001.000000 Penalty: 5630.798340
	Iteration 18Q: 3 clusters Score -1.2036e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 65377 members 
Entering Unmasked Estep 
Score: -12036660.000000 Penalty: 5630.798340
	Iteration 19Q: 3 clusters Score -1.203666e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 66939 members 
Entering Unmasked Estep 
Score: -12037535.000000 Penalty: 5630.798340
	Iteration 20F: 3 clusters Score -1.203754e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 68473 members 
Entering Unmasked Estep 
Score: -12038366.000000 Penalty: 5630.798340
	Iteration 21Q: 3 clusters Score -1.203837e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 69889 members 
Entering Unmasked Estep 
Score: -12039074.000000 Penalty: 5630.798340
	Iteration 22Q: 3 clusters Score -1.203907e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 71192 members 
Entering Unmasked Estep 
Score: -12039755.000000 Penalty: 5630.798340
	Iteration 23Q: 3 clusters Score -1.203976e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 72338 members 
Entering Unmasked Estep 
Score: -12040217.000000 Penalty: 5630.798340
	Iteration 24Q: 3 clusters Score -1.204022e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 73414 members 
Entering Unmasked Estep 
Score: -12040658.000000 Penalty: 5630.798340
	Iteration 25Q: 3 clusters Score -1.204066e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 74362 members 
Entering Unmasked Estep 
Score: -12040949.000000 Penalty: 5630.798340
	Iteration 26Q: 3 clusters Score -1.204095e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 75188 members 
Entering Unmasked Estep 
Score: -12041242.000000 Penalty: 5630.798340
	Iteration 27Q: 3 clusters Score -1.204124e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 75958 members 
Entering Unmasked Estep 
Score: -12041454.000000 Penalty: 5630.798340
	Iteration 28Q: 3 clusters Score -1.204145e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 76685 members 
Entering Unmasked Estep 
Score: -12041709.000000 Penalty: 5630.798340
	Iteration 29Q: 3 clusters Score -1.204171e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 77384 members 
Entering Unmasked Estep 
Score: -12041882.000000 Penalty: 5630.798340
	Iteration 30Q: 3 clusters Score -1.204188e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 78025 members 
Entering Unmasked Estep 
Score: -12042108.000000 Penalty: 5630.798340
	Iteration 31Q: 3 clusters Score -1.204211e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 78578 members 
Entering Unmasked Estep 
Score: -12042209.000000 Penalty: 5630.798340
	Iteration 32Q: 3 clusters Score -1.204221e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 79138 members 
Entering Unmasked Estep 
Score: -12042388.000000 Penalty: 5630.798340
	Iteration 33Q: 3 clusters Score -1.204239e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 79700 members 
Entering Unmasked Estep 
Score: -12042614.000000 Penalty: 5630.798340
	Iteration 34Q: 3 clusters Score -1.204261e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 80243 members 
Entering Unmasked Estep 
Score: -12042779.000000 Penalty: 5630.798340
	Iteration 35Q: 3 clusters Score -1.204278e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 80718 members 
Entering Unmasked Estep 
Score: -12043006.000000 Penalty: 5630.798340
	Iteration 36Q: 3 clusters Score -1.204301e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 81176 members 
Entering Unmasked Estep 
Score: -12043193.000000 Penalty: 5630.798340
	Iteration 37Q: 3 clusters Score -1.204319e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 81595 members 
Entering Unmasked Estep 
Score: -12043347.000000 Penalty: 5630.798340
	Iteration 38Q: 3 clusters Score -1.204335e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 81991 members 
Entering Unmasked Estep 
Score: -12043484.000000 Penalty: 5630.798340
	Iteration 39Q: 3 clusters Score -1.204348e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 82312 members 
Entering Unmasked Estep 
Score: -12043650.000000 Penalty: 5630.798340
	Iteration 40F: 3 clusters Score -1.204365e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 82612 members 
Entering Unmasked Estep 
Score: -12043763.000000 Penalty: 5630.798340
	Iteration 41Q: 3 clusters Score -1.204376e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 82851 members 
Entering Unmasked Estep 
Score: -12043897.000000 Penalty: 5630.798340
	Iteration 42Q: 3 clusters Score -1.20439e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 83068 members 
Entering Unmasked Estep 
Score: -12043994.000000 Penalty: 5630.798340
	Iteration 43Q: 3 clusters Score -1.204399e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 83241 members 
Entering Unmasked Estep 
Score: -12044077.000000 Penalty: 5630.798340
	Iteration 44Q: 3 clusters Score -1.204408e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 83410 members 
Entering Unmasked Estep 
Score: -12044139.000000 Penalty: 5630.798340
	Iteration 45Q: 3 clusters Score -1.204414e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 83543 members 
Entering Unmasked Estep 
Score: -12044221.000000 Penalty: 5630.798340
	Iteration 46Q: 3 clusters Score -1.204422e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 83648 members 
Entering Unmasked Estep 
Score: -12044262.000000 Penalty: 5630.798340
	Iteration 47Q: 3 clusters Score -1.204426e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 83737 members 
Entering Unmasked Estep 
Score: -12044303.000000 Penalty: 5630.798340
	Iteration 48Q: 3 clusters Score -1.20443e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 83831 members 
Entering Unmasked Estep 
Score: -12044366.000000 Penalty: 5630.798340
	Iteration 49Q: 3 clusters Score -1.204437e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 83900 members 
Entering Unmasked Estep 
Score: -12044390.000000 Penalty: 5630.798340
	Iteration 50Q: 3 clusters Score -1.204439e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 83944 members 
Entering Unmasked Estep 
Score: -12044405.000000 Penalty: 5630.798340
	Iteration 51Q: 3 clusters Score -1.20444e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 83984 members 
Entering Unmasked Estep 
Score: -12044438.000000 Penalty: 5630.798340
	Iteration 52Q: 3 clusters Score -1.204444e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 84023 members 
Entering Unmasked Estep 
Score: -12044447.000000 Penalty: 5630.798340
	Iteration 53Q: 3 clusters Score -1.204445e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 84055 members 
Entering Unmasked Estep 
Score: -12044453.000000 Penalty: 5630.798340
	Iteration 54Q: 3 clusters Score -1.204445e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 84078 members 
Entering Unmasked Estep 
Score: -12044479.000000 Penalty: 5630.798340
	Iteration 55Q: 3 clusters Score -1.204448e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 84095 members 
Entering Unmasked Estep 
Score: -12044483.000000 Penalty: 5630.798340
	Iteration 56Q: 3 clusters Score -1.204448e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 84108 members 
Entering Unmasked Estep 
Score: -12044487.000000 Penalty: 5630.798340
	Iteration 57Q: 3 clusters Score -1.204449e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 84118 members 
Entering Unmasked Estep 
Score: -12044499.000000 Penalty: 5630.798340
	Iteration 58Q: 3 clusters Score -1.20445e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 84132 members 
Entering Unmasked Estep 
Score: -12044505.000000 Penalty: 5630.798340
	Iteration 59Q: 3 clusters Score -1.20445e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 84145 members 
Entering Unmasked Estep 
Score: -12044500.000000 Penalty: 5630.798340
	Iteration 60F: 3 clusters Score -1.20445e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 84159 members 
Entering Unmasked Estep 
Score: -12044507.000000 Penalty: 5630.798340
	Iteration 61Q: 3 clusters Score -1.204451e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 84169 members 
Entering Unmasked Estep 
Score: -12044516.000000 Penalty: 5630.798340
	Iteration 62Q: 3 clusters Score -1.204452e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 84180 members 
Entering Unmasked Estep 
Score: -12044530.000000 Penalty: 5630.798340
	Iteration 63Q: 3 clusters Score -1.204453e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 84195 members 
Entering Unmasked Estep 
Score: -12044532.000000 Penalty: 5630.798340
	Iteration 64Q: 3 clusters Score -1.204453e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 84207 members 
Entering Unmasked Estep 
Score: -12044556.000000 Penalty: 5630.798340
	Iteration 65Q: 3 clusters Score -1.204456e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 84228 members 
Entering Unmasked Estep 
Score: -12044556.000000 Penalty: 5630.798340
	Iteration 66Q: 3 clusters Score -1.204456e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 84251 members 
Entering Unmasked Estep 
Score: -12044576.000000 Penalty: 5630.798340
	Iteration 67Q: 3 clusters Score -1.204458e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 84273 members 
Entering Unmasked Estep 
Score: -12044581.000000 Penalty: 5630.798340
	Iteration 68Q: 3 clusters Score -1.204458e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 84298 members 
Entering Unmasked Estep 
Score: -12044600.000000 Penalty: 5630.798340
	Iteration 69Q: 3 clusters Score -1.20446e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 84324 members 
Entering Unmasked Estep 
Score: -12044605.000000 Penalty: 5630.798340
	Iteration 70Q: 3 clusters Score -1.20446e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 84340 members 
Entering Unmasked Estep 
Score: -12044603.000000 Penalty: 5630.798340
	Iteration 71Q: 3 clusters Score -1.20446e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 84353 members 
Entering Unmasked Estep 
Score: -12044603.000000 Penalty: 5630.798340
	Iteration 72Q: 3 clusters Score -1.20446e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 84367 members 
Entering Unmasked Estep 
Score: -12044600.000000 Penalty: 5630.798340
	Iteration 73Q: 3 clusters Score -1.20446e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 84378 members 
Entering Unmasked Estep 
Score: -12044623.000000 Penalty: 5630.798340
	Iteration 74Q: 3 clusters Score -1.204462e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 84390 members 
Entering Unmasked Estep 
Score: -12044628.000000 Penalty: 5630.798340
	Iteration 75Q: 3 clusters Score -1.204463e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 84402 members 
Entering Unmasked Estep 
Score: -12044620.000000 Penalty: 5630.798340
	Iteration 76Q: 3 clusters Score -1.204462e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 84415 members 
Entering Unmasked Estep 
Score: -12044628.000000 Penalty: 5630.798340
	Iteration 77Q: 3 clusters Score -1.204463e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 84429 members 
Entering Unmasked Estep 
Score: -12044647.000000 Penalty: 5630.798340
	Iteration 78Q: 3 clusters Score -1.204465e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 84455 members 
Entering Unmasked Estep 
Score: -12044660.000000 Penalty: 5630.798340
	Iteration 79Q: 3 clusters Score -1.204466e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 84469 members 
Entering Unmasked Estep 
Score: -12044665.000000 Penalty: 5630.798340
	Iteration 80F: 3 clusters Score -1.204466e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 84476 members 
Entering Unmasked Estep 
Score: -12044702.000000 Penalty: 5630.798340
	Iteration 81Q: 3 clusters Score -1.20447e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 84481 members 
Entering Unmasked Estep 
Score: -12044730.000000 Penalty: 5630.798340
	Iteration 82Q: 3 clusters Score -1.204473e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 84484 members 
Entering Unmasked Estep 
Score: -12044757.000000 Penalty: 5630.798340
	Iteration 83Q: 3 clusters Score -1.204476e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 84481 members 
Entering Unmasked Estep 
Score: -12044780.000000 Penalty: 5630.798340
	Iteration 84Q: 3 clusters Score -1.204478e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 84486 members 
Entering Unmasked Estep 
Score: -12044797.000000 Penalty: 5630.798340
	Iteration 85Q: 3 clusters Score -1.20448e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 84488 members 
Entering Unmasked Estep 
Score: -12044804.000000 Penalty: 5630.798340
	Iteration 86Q: 3 clusters Score -1.20448e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 84493 members 
Entering Unmasked Estep 
Score: -12044797.000000 Penalty: 5630.798340
	Iteration 87Q: 3 clusters Score -1.20448e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 84495 members 
Entering Unmasked Estep 
Score: -12044804.000000 Penalty: 5630.798340
	Iteration 88Q: 3 clusters Score -1.20448e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 84496 members 
Entering Unmasked Estep 
Score: -12044820.000000 Penalty: 5630.798340
	Iteration 89Q: 3 clusters Score -1.204482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 84498 members 
Entering Unmasked Estep 
Score: -12044817.000000 Penalty: 5630.798340
	Iteration 90Q: 3 clusters Score -1.204482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 84495 members 
Entering Unmasked Estep 
Score: -12044818.000000 Penalty: 5630.798340
	Iteration 91Q: 3 clusters Score -1.204482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 84495 members 
Entering Unmasked Estep 
Score: -12044815.000000 Penalty: 5630.798340
	Iteration 92Q: 3 clusters Score -1.204482e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 84493 members 
Entering Unmasked Estep 
Score: -12044824.000000 Penalty: 5630.798340
	Iteration 93Q: 3 clusters Score -1.204482e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 84490 members 
Entering Unmasked Estep 
Score: -12044833.000000 Penalty: 5630.798340
	Iteration 94Q: 3 clusters Score -1.204483e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 84487 members 
Entering Unmasked Estep 
Score: -12044841.000000 Penalty: 5630.798340
	Iteration 95Q: 3 clusters Score -1.204484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 84484 members 
Entering Unmasked Estep 
Score: -12044853.000000 Penalty: 5630.798340
	Iteration 96Q: 3 clusters Score -1.204485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 84485 members 
Entering Unmasked Estep 
Score: -12044842.000000 Penalty: 5630.798340
	Iteration 97Q: 3 clusters Score -1.204484e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 84485 members 
Entering Unmasked Estep 
Score: -12044842.000000 Penalty: 5630.798340
	Iteration 98F: 3 clusters Score -1.204484e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (64521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64521 members 
Entering Unmasked Estep 
Score: -9091077.000000 Penalty: 2746.537109
	Iteration 0F: 2 clusters Score -9091077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -9047727.000000 Penalty: 5493.074219
	Iteration 0F: 3 clusters Score -9047727 nChanged 30168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -9064746.000000 Penalty: 5493.074219
	Iteration 1F: 3 clusters Score -9064746 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -9065646.000000 Penalty: 5493.074219
	Iteration 2Q: 3 clusters Score -9065646 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 38978 members 
Entering Unmasked Estep 
Score: -9066890.000000 Penalty: 5493.074219
	Iteration 3Q: 3 clusters Score -9066890 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -9069181.000000 Penalty: 5493.074219
	Iteration 4F: 3 clusters Score -9069181 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 47288 members 
Entering Unmasked Estep 
Score: -9072888.000000 Penalty: 5493.074219
	Iteration 5F: 3 clusters Score -9072888 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 52752 members 
Entering Unmasked Estep 
Score: -9077887.000000 Penalty: 5493.074219
	Iteration 6F: 3 clusters Score -9077887 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 57745 members 
Entering Unmasked Estep 
Score: -9082914.000000 Penalty: 5493.074219
	Iteration 7F: 3 clusters Score -9082914 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 61040 members 
Entering Unmasked Estep 
Score: -9086062.000000 Penalty: 5493.074219
	Iteration 8F: 3 clusters Score -9086062 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 62690 members 
Entering Unmasked Estep 
Score: -9087587.000000 Penalty: 5493.074219
	Iteration 9Q: 3 clusters Score -9087587 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 63387 members 
Entering Unmasked Estep 
Score: -9088222.000000 Penalty: 5493.074219
	Iteration 10Q: 3 clusters Score -9088222 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 63692 members 
Entering Unmasked Estep 
Score: -9088469.000000 Penalty: 5493.074219
	Iteration 11Q: 3 clusters Score -9088469 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 63822 members 
Entering Unmasked Estep 
Score: -9088555.000000 Penalty: 5493.074219
	Iteration 12Q: 3 clusters Score -9088555 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 63899 members 
Entering Unmasked Estep 
Score: -9088630.000000 Penalty: 5493.074219
	Iteration 13Q: 3 clusters Score -9088630 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 63949 members 
Entering Unmasked Estep 
Score: -9088689.000000 Penalty: 5493.074219
	Iteration 14Q: 3 clusters Score -9088689 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 63977 members 
Entering Unmasked Estep 
Score: -9088710.000000 Penalty: 5493.074219
	Iteration 15Q: 3 clusters Score -9088710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 63987 members 
Entering Unmasked Estep 
Score: -9088724.000000 Penalty: 5493.074219
	Iteration 16Q: 3 clusters Score -9088724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 63998 members 
Entering Unmasked Estep 
Score: -9088732.000000 Penalty: 5493.074219
	Iteration 17Q: 3 clusters Score -9088732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 64003 members 
Entering Unmasked Estep 
Score: -9088734.000000 Penalty: 5493.074219
	Iteration 18Q: 3 clusters Score -9088734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 64006 members 
Entering Unmasked Estep 
Score: -9088730.000000 Penalty: 5493.074219
	Iteration 19Q: 3 clusters Score -9088730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 64008 members 
Entering Unmasked Estep 
Score: -9088743.000000 Penalty: 5493.074219
	Iteration 20F: 3 clusters Score -9088743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 64009 members 
Entering Unmasked Estep 
Score: -9088749.000000 Penalty: 5493.074219
	Iteration 21Q: 3 clusters Score -9088749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 64011 members 
Entering Unmasked Estep 
Score: -9088761.000000 Penalty: 5493.074219
	Iteration 22Q: 3 clusters Score -9088761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 64009 members 
Entering Unmasked Estep 
Score: -9088757.000000 Penalty: 5493.074219
	Iteration 23Q: 3 clusters Score -9088757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 64007 members 
Entering Unmasked Estep 
Score: -9088758.000000 Penalty: 5493.074219
	Iteration 24Q: 3 clusters Score -9088758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 64008 members 
Entering Unmasked Estep 
Score: -9088751.000000 Penalty: 5493.074219
	Iteration 25Q: 3 clusters Score -9088751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 64007 members 
Entering Unmasked Estep 
Score: -9088754.000000 Penalty: 5493.074219
	Iteration 26Q: 3 clusters Score -9088754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 64008 members 
Entering Unmasked Estep 
Score: -9088755.000000 Penalty: 5493.074219
	Iteration 27Q: 3 clusters Score -9088755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 64010 members 
Entering Unmasked Estep 
Score: -9088760.000000 Penalty: 5493.074219
	Iteration 28Q: 3 clusters Score -9088760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 64009 members 
Entering Unmasked Estep 
Score: -9088761.000000 Penalty: 5493.074219
	Iteration 29Q: 3 clusters Score -9088761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 64009 members 
Entering Unmasked Estep 
Score: -9088757.000000 Penalty: 5493.074219
	Iteration 30Q: 3 clusters Score -9088757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 64012 members 
Entering Unmasked Estep 
Score: -9088766.000000 Penalty: 5493.074219
	Iteration 31Q: 3 clusters Score -9088766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 64012 members 
Entering Unmasked Estep 
Score: -9088766.000000 Penalty: 5493.074219
	Iteration 32F: 3 clusters Score -9088766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Entering Unmasked Estep 
Score: -64198.160156 Penalty: 1563.956299
	Iteration 0F: 2 clusters Score -64198.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -62654.687500 Penalty: 3127.912598
	Iteration 0F: 3 clusters Score -62654.69 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -62959.113281 Penalty: 3127.912598
	Iteration 1F: 3 clusters Score -62959.11 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -63191.281250 Penalty: 3127.912598
	Iteration 2F: 3 clusters Score -63191.28 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -63411.503906 Penalty: 3127.912598
	Iteration 3F: 3 clusters Score -63411.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -63755.375000 Penalty: 3127.912598
	Iteration 4F: 3 clusters Score -63755.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -63950.285156 Penalty: 3127.912598
	Iteration 5Q: 3 clusters Score -63950.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -64011.832031 Penalty: 3127.912598
	Iteration 6Q: 3 clusters Score -64011.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -64089.707031 Penalty: 3127.912598
	Iteration 7Q: 3 clusters Score -64089.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -64167.515625 Penalty: 3127.912598
	Iteration 8Q: 3 clusters Score -64167.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -64267.597656 Penalty: 3127.912598
	Iteration 9Q: 3 clusters Score -64267.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -64402.761719 Penalty: 3127.912598
	Iteration 10Q: 3 clusters Score -64402.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -64535.625000 Penalty: 3127.912598
	Iteration 11Q: 3 clusters Score -64535.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -64765.937500 Penalty: 3127.912598
	Iteration 12Q: 3 clusters Score -64765.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -65065.296875 Penalty: 3127.912598
	Iteration 13Q: 3 clusters Score -65065.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -65258.437500 Penalty: 3127.912598
	Iteration 14Q: 3 clusters Score -65258.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -65396.046875 Penalty: 3127.912598
	Iteration 15Q: 3 clusters Score -65396.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -65460.964844 Penalty: 3127.912598
	Iteration 16Q: 3 clusters Score -65460.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -65460.964844 Penalty: 3127.912598
	Iteration 17F: 3 clusters Score -65460.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1415 members 
Mstep: Class 4 contains 30118 members 
Mstep: Class 5 contains 179787 members 
Mstep: Class 6 contains 132538 members 
Mstep: Class 7 contains 8443 members 
Mstep: Class 8 contains 32583 members 
Mstep: Class 9 contains 18258 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39860 members 
Mstep: Class 12 contains 710 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 159763 members 
Mstep: Class 15 contains 27656 members 
Mstep: Class 16 contains 3152 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 420 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2376 members 
Mstep: Class 21 contains 166563 members 
Mstep: Class 22 contains 85171 members 
Mstep: Class 23 contains 64521 members 
Mstep: Class 24 contains 226 members 
Mstep: Class 25 contains 322 members 
Entering Unmasked Estep 
Score: -132690152.000000 Penalty: 85410.039062
Splitting cluster 24 changes total score from -132690832.000000 to -132690152.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1415 members 
Mstep: Class 4 contains 30118 members 
Mstep: Class 5 contains 179787 members 
Mstep: Class 6 contains 132538 members 
Mstep: Class 7 contains 8443 members 
Mstep: Class 8 contains 32583 members 
Mstep: Class 9 contains 18258 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39860 members 
Mstep: Class 12 contains 710 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 159763 members 
Mstep: Class 15 contains 27656 members 
Mstep: Class 16 contains 3152 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 420 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2376 members 
Mstep: Class 21 contains 166563 members 
Mstep: Class 22 contains 85171 members 
Mstep: Class 23 contains 64521 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690688.000000 Penalty: 81993.640625
Iteration 119Q: 25 clusters Score -1.326907e+08 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1415 members 
Mstep: Class 4 contains 30115 members 
Mstep: Class 5 contains 179789 members 
Mstep: Class 6 contains 132505 members 
Mstep: Class 7 contains 8439 members 
Mstep: Class 8 contains 32564 members 
Mstep: Class 9 contains 18253 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39869 members 
Mstep: Class 12 contains 710 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 159664 members 
Mstep: Class 15 contains 27646 members 
Mstep: Class 16 contains 3155 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 420 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2375 members 
Mstep: Class 21 contains 166647 members 
Mstep: Class 22 contains 85248 members 
Mstep: Class 23 contains 64520 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690888.000000 Penalty: 81993.640625
Iteration 120F: 25 clusters Score -1.326909e+08 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1415 members 
Mstep: Class 4 contains 30110 members 
Mstep: Class 5 contains 179782 members 
Mstep: Class 6 contains 132476 members 
Mstep: Class 7 contains 8440 members 
Mstep: Class 8 contains 32556 members 
Mstep: Class 9 contains 18252 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39878 members 
Mstep: Class 12 contains 710 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 159569 members 
Mstep: Class 15 contains 27654 members 
Mstep: Class 16 contains 3155 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 420 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2376 members 
Mstep: Class 21 contains 166674 members 
Mstep: Class 22 contains 85339 members 
Mstep: Class 23 contains 64528 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690872.000000 Penalty: 81993.640625
Iteration 121Q: 25 clusters Score -1.326909e+08 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1415 members 
Mstep: Class 4 contains 30116 members 
Mstep: Class 5 contains 179772 members 
Mstep: Class 6 contains 132455 members 
Mstep: Class 7 contains 8435 members 
Mstep: Class 8 contains 32558 members 
Mstep: Class 9 contains 18248 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39886 members 
Mstep: Class 12 contains 710 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 159470 members 
Mstep: Class 15 contains 27658 members 
Mstep: Class 16 contains 3157 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 420 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 166690 members 
Mstep: Class 22 contains 85437 members 
Mstep: Class 23 contains 64530 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690936.000000 Penalty: 81993.640625
Iteration 122Q: 25 clusters Score -1.326909e+08 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1417 members 
Mstep: Class 4 contains 30136 members 
Mstep: Class 5 contains 179792 members 
Mstep: Class 6 contains 132437 members 
Mstep: Class 7 contains 8431 members 
Mstep: Class 8 contains 32569 members 
Mstep: Class 9 contains 18242 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39880 members 
Mstep: Class 12 contains 710 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 159397 members 
Mstep: Class 15 contains 27659 members 
Mstep: Class 16 contains 3155 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 420 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2380 members 
Mstep: Class 21 contains 166663 members 
Mstep: Class 22 contains 85512 members 
Mstep: Class 23 contains 64534 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690880.000000 Penalty: 81993.640625
Iteration 123Q: 25 clusters Score -1.326909e+08 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1418 members 
Mstep: Class 4 contains 30149 members 
Mstep: Class 5 contains 179818 members 
Mstep: Class 6 contains 132439 members 
Mstep: Class 7 contains 8428 members 
Mstep: Class 8 contains 32569 members 
Mstep: Class 9 contains 18237 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39885 members 
Mstep: Class 12 contains 711 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 159337 members 
Mstep: Class 15 contains 27664 members 
Mstep: Class 16 contains 3152 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 420 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2382 members 
Mstep: Class 21 contains 166598 members 
Mstep: Class 22 contains 85593 members 
Mstep: Class 23 contains 64534 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690688.000000 Penalty: 81993.640625
Iteration 124Q: 25 clusters Score -1.326907e+08 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1418 members 
Mstep: Class 4 contains 30141 members 
Mstep: Class 5 contains 179839 members 
Mstep: Class 6 contains 132431 members 
Mstep: Class 7 contains 8428 members 
Mstep: Class 8 contains 32577 members 
Mstep: Class 9 contains 18230 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39899 members 
Mstep: Class 12 contains 714 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 159319 members 
Mstep: Class 15 contains 27664 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 420 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2384 members 
Mstep: Class 21 contains 166513 members 
Mstep: Class 22 contains 85680 members 
Mstep: Class 23 contains 64528 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690552.000000 Penalty: 81993.640625
Iteration 125Q: 25 clusters Score -1.326906e+08 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 30134 members 
Mstep: Class 5 contains 179857 members 
Mstep: Class 6 contains 132414 members 
Mstep: Class 7 contains 8425 members 
Mstep: Class 8 contains 32581 members 
Mstep: Class 9 contains 18228 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39914 members 
Mstep: Class 12 contains 715 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 159298 members 
Mstep: Class 15 contains 27670 members 
Mstep: Class 16 contains 3147 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 420 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2387 members 
Mstep: Class 21 contains 166426 members 
Mstep: Class 22 contains 85771 members 
Mstep: Class 23 contains 64528 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690512.000000 Penalty: 81993.640625
Iteration 126Q: 25 clusters Score -1.326905e+08 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1421 members 
Mstep: Class 4 contains 30143 members 
Mstep: Class 5 contains 179843 members 
Mstep: Class 6 contains 132406 members 
Mstep: Class 7 contains 8423 members 
Mstep: Class 8 contains 32555 members 
Mstep: Class 9 contains 18226 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39944 members 
Mstep: Class 12 contains 715 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 159228 members 
Mstep: Class 15 contains 27667 members 
Mstep: Class 16 contains 3148 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 421 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2394 members 
Mstep: Class 21 contains 166377 members 
Mstep: Class 22 contains 85885 members 
Mstep: Class 23 contains 64538 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690328.000000 Penalty: 81993.640625
Iteration 127Q: 25 clusters Score -1.326903e+08 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1423 members 
Mstep: Class 4 contains 30153 members 
Mstep: Class 5 contains 179833 members 
Mstep: Class 6 contains 132400 members 
Mstep: Class 7 contains 8417 members 
Mstep: Class 8 contains 32542 members 
Mstep: Class 9 contains 18216 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39970 members 
Mstep: Class 12 contains 715 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 159169 members 
Mstep: Class 15 contains 27661 members 
Mstep: Class 16 contains 3147 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 422 members 
Mstep: Class 19 contains 3851 members 
Mstep: Class 20 contains 2403 members 
Mstep: Class 21 contains 166312 members 
Mstep: Class 22 contains 86014 members 
Mstep: Class 23 contains 64536 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690392.000000 Penalty: 81993.640625
Iteration 128Q: 25 clusters Score -1.326904e+08 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 30154 members 
Mstep: Class 5 contains 179799 members 
Mstep: Class 6 contains 132385 members 
Mstep: Class 7 contains 8418 members 
Mstep: Class 8 contains 32517 members 
Mstep: Class 9 contains 18207 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39985 members 
Mstep: Class 12 contains 715 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 159136 members 
Mstep: Class 15 contains 27650 members 
Mstep: Class 16 contains 3147 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 422 members 
Mstep: Class 19 contains 3851 members 
Mstep: Class 20 contains 2406 members 
Mstep: Class 21 contains 166260 members 
Mstep: Class 22 contains 86183 members 
Mstep: Class 23 contains 64525 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690640.000000 Penalty: 81993.640625
Iteration 129Q: 25 clusters Score -1.326906e+08 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 30144 members 
Mstep: Class 5 contains 179785 members 
Mstep: Class 6 contains 132359 members 
Mstep: Class 7 contains 8415 members 
Mstep: Class 8 contains 32495 members 
Mstep: Class 9 contains 18200 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39983 members 
Mstep: Class 12 contains 716 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 159094 members 
Mstep: Class 15 contains 27646 members 
Mstep: Class 16 contains 3147 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 422 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2411 members 
Mstep: Class 21 contains 166229 members 
Mstep: Class 22 contains 86359 members 
Mstep: Class 23 contains 64505 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690600.000000 Penalty: 81993.640625
Iteration 130Q: 25 clusters Score -1.326906e+08 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 30140 members 
Mstep: Class 5 contains 179791 members 
Mstep: Class 6 contains 132327 members 
Mstep: Class 7 contains 8418 members 
Mstep: Class 8 contains 32461 members 
Mstep: Class 9 contains 18197 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39996 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 159059 members 
Mstep: Class 15 contains 27630 members 
Mstep: Class 16 contains 3147 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 422 members 
Mstep: Class 19 contains 3849 members 
Mstep: Class 20 contains 2413 members 
Mstep: Class 21 contains 166167 members 
Mstep: Class 22 contains 86538 members 
Mstep: Class 23 contains 64487 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690720.000000 Penalty: 81993.640625
Iteration 131Q: 25 clusters Score -1.326907e+08 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 30135 members 
Mstep: Class 5 contains 179794 members 
Mstep: Class 6 contains 132301 members 
Mstep: Class 7 contains 8416 members 
Mstep: Class 8 contains 32428 members 
Mstep: Class 9 contains 18190 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 40009 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 159017 members 
Mstep: Class 15 contains 27624 members 
Mstep: Class 16 contains 3145 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 422 members 
Mstep: Class 19 contains 3849 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 166134 members 
Mstep: Class 22 contains 86699 members 
Mstep: Class 23 contains 64464 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690512.000000 Penalty: 81993.640625
Iteration 132Q: 25 clusters Score -1.326905e+08 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 30123 members 
Mstep: Class 5 contains 179799 members 
Mstep: Class 6 contains 132266 members 
Mstep: Class 7 contains 8416 members 
Mstep: Class 8 contains 32395 members 
Mstep: Class 9 contains 18186 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 40008 members 
Mstep: Class 12 contains 718 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 158963 members 
Mstep: Class 15 contains 27608 members 
Mstep: Class 16 contains 3143 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 422 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 166150 members 
Mstep: Class 22 contains 86838 members 
Mstep: Class 23 contains 64460 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690720.000000 Penalty: 81993.640625
Iteration 133Q: 25 clusters Score -1.326907e+08 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 30117 members 
Mstep: Class 5 contains 179786 members 
Mstep: Class 6 contains 132245 members 
Mstep: Class 7 contains 8407 members 
Mstep: Class 8 contains 32401 members 
Mstep: Class 9 contains 18189 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 40016 members 
Mstep: Class 12 contains 719 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 158923 members 
Mstep: Class 15 contains 27588 members 
Mstep: Class 16 contains 3144 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 422 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 166158 members 
Mstep: Class 22 contains 86932 members 
Mstep: Class 23 contains 64448 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690768.000000 Penalty: 81993.640625
Iteration 134Q: 25 clusters Score -1.326908e+08 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 30118 members 
Mstep: Class 5 contains 179783 members 
Mstep: Class 6 contains 132221 members 
Mstep: Class 7 contains 8401 members 
Mstep: Class 8 contains 32381 members 
Mstep: Class 9 contains 18192 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 40031 members 
Mstep: Class 12 contains 719 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 158859 members 
Mstep: Class 15 contains 27571 members 
Mstep: Class 16 contains 3146 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 422 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 2416 members 
Mstep: Class 21 contains 166178 members 
Mstep: Class 22 contains 87034 members 
Mstep: Class 23 contains 64438 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690800.000000 Penalty: 81993.640625
Iteration 135Q: 25 clusters Score -1.326908e+08 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 30123 members 
Mstep: Class 5 contains 179804 members 
Mstep: Class 6 contains 132206 members 
Mstep: Class 7 contains 8393 members 
Mstep: Class 8 contains 32368 members 
Mstep: Class 9 contains 18188 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 40029 members 
Mstep: Class 12 contains 720 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 158818 members 
Mstep: Class 15 contains 27549 members 
Mstep: Class 16 contains 3148 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 422 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 166168 members 
Mstep: Class 22 contains 87133 members 
Mstep: Class 23 contains 64424 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690976.000000 Penalty: 81993.640625
Iteration 136Q: 25 clusters Score -1.32691e+08 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 30117 members 
Mstep: Class 5 contains 179823 members 
Mstep: Class 6 contains 132182 members 
Mstep: Class 7 contains 8385 members 
Mstep: Class 8 contains 32340 members 
Mstep: Class 9 contains 18194 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 40026 members 
Mstep: Class 12 contains 722 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 158774 members 
Mstep: Class 15 contains 27538 members 
Mstep: Class 16 contains 3151 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 422 members 
Mstep: Class 19 contains 3849 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 166148 members 
Mstep: Class 22 contains 87259 members 
Mstep: Class 23 contains 64410 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132691104.000000 Penalty: 81993.640625
Iteration 137Q: 25 clusters Score -1.326911e+08 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 30120 members 
Mstep: Class 5 contains 179854 members 
Mstep: Class 6 contains 132164 members 
Mstep: Class 7 contains 8378 members 
Mstep: Class 8 contains 32321 members 
Mstep: Class 9 contains 18198 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 40019 members 
Mstep: Class 12 contains 724 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 158724 members 
Mstep: Class 15 contains 27523 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 422 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2419 members 
Mstep: Class 21 contains 166124 members 
Mstep: Class 22 contains 87362 members 
Mstep: Class 23 contains 64407 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690824.000000 Penalty: 81993.640625
Iteration 138Q: 25 clusters Score -1.326908e+08 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1427 members 
Mstep: Class 4 contains 30111 members 
Mstep: Class 5 contains 179908 members 
Mstep: Class 6 contains 132159 members 
Mstep: Class 7 contains 8370 members 
Mstep: Class 8 contains 32305 members 
Mstep: Class 9 contains 18190 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 40014 members 
Mstep: Class 12 contains 726 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 158694 members 
Mstep: Class 15 contains 27513 members 
Mstep: Class 16 contains 3148 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 422 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2421 members 
Mstep: Class 21 contains 166069 members 
Mstep: Class 22 contains 87461 members 
Mstep: Class 23 contains 64396 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690664.000000 Penalty: 81993.640625
Iteration 139Q: 25 clusters Score -1.326907e+08 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1428 members 
Mstep: Class 4 contains 30112 members 
Mstep: Class 5 contains 179963 members 
Mstep: Class 6 contains 132150 members 
Mstep: Class 7 contains 8361 members 
Mstep: Class 8 contains 32307 members 
Mstep: Class 9 contains 18190 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 40012 members 
Mstep: Class 12 contains 727 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 158615 members 
Mstep: Class 15 contains 27520 members 
Mstep: Class 16 contains 3146 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 422 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2423 members 
Mstep: Class 21 contains 166024 members 
Mstep: Class 22 contains 87561 members 
Mstep: Class 23 contains 64373 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690688.000000 Penalty: 81993.640625
Iteration 140F: 25 clusters Score -1.326907e+08 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1429 members 
Mstep: Class 4 contains 30104 members 
Mstep: Class 5 contains 179997 members 
Mstep: Class 6 contains 132142 members 
Mstep: Class 7 contains 8353 members 
Mstep: Class 8 contains 32291 members 
Mstep: Class 9 contains 18190 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 40000 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 158551 members 
Mstep: Class 15 contains 27527 members 
Mstep: Class 16 contains 3148 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 422 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2428 members 
Mstep: Class 21 contains 165970 members 
Mstep: Class 22 contains 87691 members 
Mstep: Class 23 contains 64359 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690768.000000 Penalty: 81993.640625
Iteration 141Q: 25 clusters Score -1.326908e+08 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1431 members 
Mstep: Class 4 contains 30089 members 
Mstep: Class 5 contains 180027 members 
Mstep: Class 6 contains 132134 members 
Mstep: Class 7 contains 8348 members 
Mstep: Class 8 contains 32288 members 
Mstep: Class 9 contains 18184 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39996 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 158479 members 
Mstep: Class 15 contains 27517 members 
Mstep: Class 16 contains 3145 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 422 members 
Mstep: Class 19 contains 3851 members 
Mstep: Class 20 contains 2432 members 
Mstep: Class 21 contains 165930 members 
Mstep: Class 22 contains 87827 members 
Mstep: Class 23 contains 64352 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690888.000000 Penalty: 81993.640625
Iteration 142Q: 25 clusters Score -1.326909e+08 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1434 members 
Mstep: Class 4 contains 30066 members 
Mstep: Class 5 contains 180078 members 
Mstep: Class 6 contains 132120 members 
Mstep: Class 7 contains 8343 members 
Mstep: Class 8 contains 32294 members 
Mstep: Class 9 contains 18183 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39996 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 158384 members 
Mstep: Class 15 contains 27498 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 422 members 
Mstep: Class 19 contains 3851 members 
Mstep: Class 20 contains 2433 members 
Mstep: Class 21 contains 165928 members 
Mstep: Class 22 contains 87956 members 
Mstep: Class 23 contains 64324 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690680.000000 Penalty: 81993.640625
Iteration 143Q: 25 clusters Score -1.326907e+08 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 30047 members 
Mstep: Class 5 contains 180115 members 
Mstep: Class 6 contains 132121 members 
Mstep: Class 7 contains 8337 members 
Mstep: Class 8 contains 32302 members 
Mstep: Class 9 contains 18178 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 40004 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 158260 members 
Mstep: Class 15 contains 27493 members 
Mstep: Class 16 contains 3139 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 422 members 
Mstep: Class 19 contains 3849 members 
Mstep: Class 20 contains 2434 members 
Mstep: Class 21 contains 165985 members 
Mstep: Class 22 contains 88042 members 
Mstep: Class 23 contains 64284 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690752.000000 Penalty: 81993.640625
Iteration 144Q: 25 clusters Score -1.326908e+08 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1447 members 
Mstep: Class 4 contains 30033 members 
Mstep: Class 5 contains 180168 members 
Mstep: Class 6 contains 132121 members 
Mstep: Class 7 contains 8331 members 
Mstep: Class 8 contains 32294 members 
Mstep: Class 9 contains 18173 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 40018 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 158122 members 
Mstep: Class 15 contains 27480 members 
Mstep: Class 16 contains 3135 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 422 members 
Mstep: Class 19 contains 3849 members 
Mstep: Class 20 contains 2435 members 
Mstep: Class 21 contains 166071 members 
Mstep: Class 22 contains 88113 members 
Mstep: Class 23 contains 64238 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690840.000000 Penalty: 81993.640625
Iteration 145Q: 25 clusters Score -1.326908e+08 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1451 members 
Mstep: Class 4 contains 30006 members 
Mstep: Class 5 contains 180201 members 
Mstep: Class 6 contains 132112 members 
Mstep: Class 7 contains 8330 members 
Mstep: Class 8 contains 32277 members 
Mstep: Class 9 contains 18171 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 40023 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157993 members 
Mstep: Class 15 contains 27468 members 
Mstep: Class 16 contains 3134 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 422 members 
Mstep: Class 19 contains 3849 members 
Mstep: Class 20 contains 2436 members 
Mstep: Class 21 contains 166159 members 
Mstep: Class 22 contains 88212 members 
Mstep: Class 23 contains 64204 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690824.000000 Penalty: 81993.640625
Iteration 146Q: 25 clusters Score -1.326908e+08 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1453 members 
Mstep: Class 4 contains 29985 members 
Mstep: Class 5 contains 180229 members 
Mstep: Class 6 contains 132110 members 
Mstep: Class 7 contains 8320 members 
Mstep: Class 8 contains 32277 members 
Mstep: Class 9 contains 18170 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 40033 members 
Mstep: Class 12 contains 739 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157829 members 
Mstep: Class 15 contains 27462 members 
Mstep: Class 16 contains 3131 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 422 members 
Mstep: Class 19 contains 3849 members 
Mstep: Class 20 contains 2436 members 
Mstep: Class 21 contains 166259 members 
Mstep: Class 22 contains 88311 members 
Mstep: Class 23 contains 64169 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690648.000000 Penalty: 81993.640625
Iteration 147Q: 25 clusters Score -1.326906e+08 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1454 members 
Mstep: Class 4 contains 29956 members 
Mstep: Class 5 contains 180274 members 
Mstep: Class 6 contains 132102 members 
Mstep: Class 7 contains 8309 members 
Mstep: Class 8 contains 32271 members 
Mstep: Class 9 contains 18164 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 40047 members 
Mstep: Class 12 contains 741 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157691 members 
Mstep: Class 15 contains 27449 members 
Mstep: Class 16 contains 3131 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 422 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 2438 members 
Mstep: Class 21 contains 166382 members 
Mstep: Class 22 contains 88360 members 
Mstep: Class 23 contains 64145 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690832.000000 Penalty: 81993.640625
Iteration 148Q: 25 clusters Score -1.326908e+08 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1454 members 
Mstep: Class 4 contains 29937 members 
Mstep: Class 5 contains 180311 members 
Mstep: Class 6 contains 132109 members 
Mstep: Class 7 contains 8305 members 
Mstep: Class 8 contains 32254 members 
Mstep: Class 9 contains 18155 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 40070 members 
Mstep: Class 12 contains 741 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157580 members 
Mstep: Class 15 contains 27438 members 
Mstep: Class 16 contains 3129 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 422 members 
Mstep: Class 19 contains 3847 members 
Mstep: Class 20 contains 2440 members 
Mstep: Class 21 contains 166485 members 
Mstep: Class 22 contains 88386 members 
Mstep: Class 23 contains 64121 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690752.000000 Penalty: 81993.640625
Iteration 149Q: 25 clusters Score -1.326908e+08 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1455 members 
Mstep: Class 4 contains 29919 members 
Mstep: Class 5 contains 180327 members 
Mstep: Class 6 contains 132117 members 
Mstep: Class 7 contains 8306 members 
Mstep: Class 8 contains 32236 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 40070 members 
Mstep: Class 12 contains 741 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157525 members 
Mstep: Class 15 contains 27437 members 
Mstep: Class 16 contains 3134 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 422 members 
Mstep: Class 19 contains 3847 members 
Mstep: Class 20 contains 2444 members 
Mstep: Class 21 contains 166575 members 
Mstep: Class 22 contains 88396 members 
Mstep: Class 23 contains 64085 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690512.000000 Penalty: 81993.640625
Iteration 150Q: 25 clusters Score -1.326905e+08 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1456 members 
Mstep: Class 4 contains 29901 members 
Mstep: Class 5 contains 180343 members 
Mstep: Class 6 contains 132120 members 
Mstep: Class 7 contains 8305 members 
Mstep: Class 8 contains 32236 members 
Mstep: Class 9 contains 18143 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 40077 members 
Mstep: Class 12 contains 741 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157482 members 
Mstep: Class 15 contains 27426 members 
Mstep: Class 16 contains 3137 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 422 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 2448 members 
Mstep: Class 21 contains 166584 members 
Mstep: Class 22 contains 88459 members 
Mstep: Class 23 contains 64056 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690752.000000 Penalty: 81993.640625
Iteration 151Q: 25 clusters Score -1.326908e+08 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1456 members 
Mstep: Class 4 contains 29888 members 
Mstep: Class 5 contains 180362 members 
Mstep: Class 6 contains 132106 members 
Mstep: Class 7 contains 8304 members 
Mstep: Class 8 contains 32226 members 
Mstep: Class 9 contains 18139 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 40091 members 
Mstep: Class 12 contains 741 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157414 members 
Mstep: Class 15 contains 27428 members 
Mstep: Class 16 contains 3138 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 422 members 
Mstep: Class 19 contains 3847 members 
Mstep: Class 20 contains 2450 members 
Mstep: Class 21 contains 166629 members 
Mstep: Class 22 contains 88512 members 
Mstep: Class 23 contains 64031 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690824.000000 Penalty: 81993.640625
Iteration 152Q: 25 clusters Score -1.326908e+08 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1458 members 
Mstep: Class 4 contains 29887 members 
Mstep: Class 5 contains 180370 members 
Mstep: Class 6 contains 132093 members 
Mstep: Class 7 contains 8295 members 
Mstep: Class 8 contains 32226 members 
Mstep: Class 9 contains 18133 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 40093 members 
Mstep: Class 12 contains 742 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157395 members 
Mstep: Class 15 contains 27425 members 
Mstep: Class 16 contains 3140 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 422 members 
Mstep: Class 19 contains 3847 members 
Mstep: Class 20 contains 2454 members 
Mstep: Class 21 contains 166631 members 
Mstep: Class 22 contains 88568 members 
Mstep: Class 23 contains 64005 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690448.000000 Penalty: 81993.640625
Iteration 153Q: 25 clusters Score -1.326904e+08 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1459 members 
Mstep: Class 4 contains 29884 members 
Mstep: Class 5 contains 180405 members 
Mstep: Class 6 contains 132087 members 
Mstep: Class 7 contains 8284 members 
Mstep: Class 8 contains 32228 members 
Mstep: Class 9 contains 18128 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 40095 members 
Mstep: Class 12 contains 742 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157346 members 
Mstep: Class 15 contains 27427 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 422 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 2462 members 
Mstep: Class 21 contains 166632 members 
Mstep: Class 22 contains 88613 members 
Mstep: Class 23 contains 63980 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690728.000000 Penalty: 81993.640625
Iteration 154Q: 25 clusters Score -1.326907e+08 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1459 members 
Mstep: Class 4 contains 29890 members 
Mstep: Class 5 contains 180422 members 
Mstep: Class 6 contains 132080 members 
Mstep: Class 7 contains 8282 members 
Mstep: Class 8 contains 32234 members 
Mstep: Class 9 contains 18127 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 40092 members 
Mstep: Class 12 contains 741 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157292 members 
Mstep: Class 15 contains 27420 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 2468 members 
Mstep: Class 21 contains 166620 members 
Mstep: Class 22 contains 88680 members 
Mstep: Class 23 contains 63964 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690792.000000 Penalty: 81993.640625
Iteration 155Q: 25 clusters Score -1.326908e+08 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1459 members 
Mstep: Class 4 contains 29887 members 
Mstep: Class 5 contains 180427 members 
Mstep: Class 6 contains 132074 members 
Mstep: Class 7 contains 8281 members 
Mstep: Class 8 contains 32244 members 
Mstep: Class 9 contains 18129 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 40092 members 
Mstep: Class 12 contains 744 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157251 members 
Mstep: Class 15 contains 27416 members 
Mstep: Class 16 contains 3140 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3849 members 
Mstep: Class 20 contains 2471 members 
Mstep: Class 21 contains 166632 members 
Mstep: Class 22 contains 88728 members 
Mstep: Class 23 contains 63937 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690880.000000 Penalty: 81993.640625
Iteration 156Q: 25 clusters Score -1.326909e+08 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1461 members 
Mstep: Class 4 contains 29866 members 
Mstep: Class 5 contains 180438 members 
Mstep: Class 6 contains 132084 members 
Mstep: Class 7 contains 8275 members 
Mstep: Class 8 contains 32253 members 
Mstep: Class 9 contains 18127 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 40093 members 
Mstep: Class 12 contains 746 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157243 members 
Mstep: Class 15 contains 27423 members 
Mstep: Class 16 contains 3145 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3849 members 
Mstep: Class 20 contains 2473 members 
Mstep: Class 21 contains 166618 members 
Mstep: Class 22 contains 88765 members 
Mstep: Class 23 contains 63902 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690920.000000 Penalty: 81993.640625
Iteration 157Q: 25 clusters Score -1.326909e+08 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1463 members 
Mstep: Class 4 contains 29846 members 
Mstep: Class 5 contains 180440 members 
Mstep: Class 6 contains 132077 members 
Mstep: Class 7 contains 8275 members 
Mstep: Class 8 contains 32274 members 
Mstep: Class 9 contains 18127 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 40095 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157252 members 
Mstep: Class 15 contains 27435 members 
Mstep: Class 16 contains 3146 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3849 members 
Mstep: Class 20 contains 2474 members 
Mstep: Class 21 contains 166563 members 
Mstep: Class 22 contains 88830 members 
Mstep: Class 23 contains 63867 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132691008.000000 Penalty: 81993.640625
Iteration 158Q: 25 clusters Score -1.32691e+08 nChanged 1005
Entering ConstructFrom: 
Score: -132691008.000000 Penalty: 81993.640625
Entering ConstructFrom: 
Trying to split cluster 1 (1127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Entering Unmasked Estep 
Score: -127196.171875 Penalty: 1742.774048
	Iteration 0F: 2 clusters Score -127196.2 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 553 members 
Entering Unmasked Estep 
Score: -125254.898438 Penalty: 3485.548096
	Iteration 0F: 3 clusters Score -125254.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -126047.335938 Penalty: 3485.548096
	Iteration 1F: 3 clusters Score -126047.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -126420.210938 Penalty: 3485.548096
	Iteration 2F: 3 clusters Score -126420.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -126701.625000 Penalty: 3485.548096
	Iteration 3F: 3 clusters Score -126701.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -127079.617188 Penalty: 3485.548096
	Iteration 4F: 3 clusters Score -127079.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -127348.179688 Penalty: 3485.548096
	Iteration 5Q: 3 clusters Score -127348.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -127632.195312 Penalty: 3485.548096
	Iteration 6Q: 3 clusters Score -127632.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -127808.312500 Penalty: 3485.548096
	Iteration 7Q: 3 clusters Score -127808.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -127828.109375 Penalty: 3485.548096
	Iteration 8Q: 3 clusters Score -127828.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -127828.703125 Penalty: 3485.548096
	Iteration 9F: 3 clusters Score -127828.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -127833.757812 Penalty: 3485.548096
	Iteration 10Q: 3 clusters Score -127833.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -127839.234375 Penalty: 3485.548096
	Iteration 11Q: 3 clusters Score -127839.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -127854.875000 Penalty: 3485.548096
	Iteration 12Q: 3 clusters Score -127854.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -127893.195312 Penalty: 3485.548096
	Iteration 13Q: 3 clusters Score -127893.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -127947.289062 Penalty: 3485.548096
	Iteration 14Q: 3 clusters Score -127947.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -127979.789062 Penalty: 3485.548096
	Iteration 15Q: 3 clusters Score -127979.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -127981.476562 Penalty: 3485.548096
	Iteration 16Q: 3 clusters Score -127981.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -127981.476562 Penalty: 3485.548096
	Iteration 17F: 3 clusters Score -127981.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1464 members 
Mstep: Class 4 contains 29841 members 
Mstep: Class 5 contains 180422 members 
Mstep: Class 6 contains 132074 members 
Mstep: Class 7 contains 8273 members 
Mstep: Class 8 contains 32280 members 
Mstep: Class 9 contains 18125 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 40082 members 
Mstep: Class 12 contains 750 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157254 members 
Mstep: Class 15 contains 27445 members 
Mstep: Class 16 contains 3146 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 2474 members 
Mstep: Class 21 contains 166572 members 
Mstep: Class 22 contains 88863 members 
Mstep: Class 23 contains 63848 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 515 members 
Entering Unmasked Estep 
Score: -132690112.000000 Penalty: 85410.039062
Splitting cluster 1 changes total score from -132691008.000000 to -132690112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -72204.742188 Penalty: 1605.907349
	Iteration 0F: 2 clusters Score -72204.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -70741.937500 Penalty: 3211.814697
	Iteration 0F: 3 clusters Score -70741.94 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -71669.375000 Penalty: 3211.814697
	Iteration 1F: 3 clusters Score -71669.38 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -72159.289062 Penalty: 3211.814697
	Iteration 2F: 3 clusters Score -72159.29 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -72638.601562 Penalty: 3211.814697
	Iteration 3F: 3 clusters Score -72638.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -72921.226562 Penalty: 3211.814697
	Iteration 4Q: 3 clusters Score -72921.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -72977.734375 Penalty: 3211.814697
	Iteration 5Q: 3 clusters Score -72977.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -73024.765625 Penalty: 3211.814697
	Iteration 6Q: 3 clusters Score -73024.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -73067.164062 Penalty: 3211.814697
	Iteration 7Q: 3 clusters Score -73067.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -73089.054688 Penalty: 3211.814697
	Iteration 8Q: 3 clusters Score -73089.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -73093.640625 Penalty: 3211.814697
	Iteration 9Q: 3 clusters Score -73093.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -73099.218750 Penalty: 3211.814697
	Iteration 10Q: 3 clusters Score -73099.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -73099.218750 Penalty: 3211.814697
	Iteration 11F: 3 clusters Score -73099.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 570 members 
Mstep: Class 3 contains 1464 members 
Mstep: Class 4 contains 29841 members 
Mstep: Class 5 contains 180422 members 
Mstep: Class 6 contains 132074 members 
Mstep: Class 7 contains 8273 members 
Mstep: Class 8 contains 32280 members 
Mstep: Class 9 contains 18125 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 40082 members 
Mstep: Class 12 contains 750 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157254 members 
Mstep: Class 15 contains 27445 members 
Mstep: Class 16 contains 3146 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 2474 members 
Mstep: Class 21 contains 166572 members 
Mstep: Class 22 contains 88863 members 
Mstep: Class 23 contains 63848 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 79 members 
Entering Unmasked Estep 
Score: -132690056.000000 Penalty: 85410.039062
Splitting cluster 2 changes total score from -132691008.000000 to -132690056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Entering Unmasked Estep 
Score: -203003.281250 Penalty: 1807.654053
	Iteration 0F: 2 clusters Score -203003.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -200691.968750 Penalty: 3615.308105
	Iteration 0F: 3 clusters Score -200692 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -201072.062500 Penalty: 3615.308105
	Iteration 1F: 3 clusters Score -201072.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -201193.562500 Penalty: 3615.308105
	Iteration 2F: 3 clusters Score -201193.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -201244.828125 Penalty: 3615.308105
	Iteration 3Q: 3 clusters Score -201244.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -201271.125000 Penalty: 3615.308105
	Iteration 4Q: 3 clusters Score -201271.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -201282.093750 Penalty: 3615.308105
	Iteration 5Q: 3 clusters Score -201282.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -201286.718750 Penalty: 3615.308105
	Iteration 6Q: 3 clusters Score -201286.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -201291.515625 Penalty: 3615.308105
	Iteration 7Q: 3 clusters Score -201291.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -201294.984375 Penalty: 3615.308105
	Iteration 8Q: 3 clusters Score -201295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -201298.609375 Penalty: 3615.308105
	Iteration 9Q: 3 clusters Score -201298.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -201300.171875 Penalty: 3615.308105
	Iteration 10Q: 3 clusters Score -201300.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -201300.171875 Penalty: 3615.308105
	Iteration 11F: 3 clusters Score -201300.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (29841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Entering Unmasked Estep 
Score: -4234050.000000 Penalty: 2555.302246
	Iteration 0F: 2 clusters Score -4234050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -4213613.000000 Penalty: 5110.604492
	Iteration 0F: 3 clusters Score -4213613 nChanged 13350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -4220682.000000 Penalty: 5110.604492
	Iteration 1F: 3 clusters Score -4220682 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -4221161.000000 Penalty: 5110.604492
	Iteration 2Q: 3 clusters Score -4221161 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -4221602.000000 Penalty: 5110.604492
	Iteration 3Q: 3 clusters Score -4221602 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -4222162.500000 Penalty: 5110.604492
	Iteration 4Q: 3 clusters Score -4222162 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -4222894.000000 Penalty: 5110.604492
	Iteration 5Q: 3 clusters Score -4222894 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -4223932.500000 Penalty: 5110.604492
	Iteration 6F: 3 clusters Score -4223932 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -4225264.000000 Penalty: 5110.604492
	Iteration 7F: 3 clusters Score -4225264 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -4226884.000000 Penalty: 5110.604492
	Iteration 8F: 3 clusters Score -4226884 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -4228589.000000 Penalty: 5110.604492
	Iteration 9F: 3 clusters Score -4228589 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -4229980.000000 Penalty: 5110.604492
	Iteration 10F: 3 clusters Score -4229980 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -4230889.000000 Penalty: 5110.604492
	Iteration 11Q: 3 clusters Score -4230889 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -4231334.500000 Penalty: 5110.604492
	Iteration 12Q: 3 clusters Score -4231334 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -4231539.000000 Penalty: 5110.604492
	Iteration 13Q: 3 clusters Score -4231539 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -4231643.000000 Penalty: 5110.604492
	Iteration 14Q: 3 clusters Score -4231643 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -4231704.500000 Penalty: 5110.604492
	Iteration 15Q: 3 clusters Score -4231704 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -4231752.500000 Penalty: 5110.604492
	Iteration 16Q: 3 clusters Score -4231752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -4231779.500000 Penalty: 5110.604492
	Iteration 17Q: 3 clusters Score -4231780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -4231791.000000 Penalty: 5110.604492
	Iteration 18Q: 3 clusters Score -4231791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -4231799.500000 Penalty: 5110.604492
	Iteration 19Q: 3 clusters Score -4231800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
Score: -4231815.000000 Penalty: 5110.604492
	Iteration 20F: 3 clusters Score -4231815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -4231830.500000 Penalty: 5110.604492
	Iteration 21Q: 3 clusters Score -4231830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -4231834.500000 Penalty: 5110.604492
	Iteration 22Q: 3 clusters Score -4231834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 29550 members 
Entering Unmasked Estep 
Score: -4231842.500000 Penalty: 5110.604492
	Iteration 23Q: 3 clusters Score -4231842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -4231854.000000 Penalty: 5110.604492
	Iteration 24Q: 3 clusters Score -4231854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
Score: -4231859.000000 Penalty: 5110.604492
	Iteration 25Q: 3 clusters Score -4231859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -4231857.000000 Penalty: 5110.604492
	Iteration 26Q: 3 clusters Score -4231857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -4231857.000000 Penalty: 5110.604492
	Iteration 27F: 3 clusters Score -4231857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (180422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180422 members 
Entering Unmasked Estep 
Score: -25409546.000000 Penalty: 3001.557373
	Iteration 0F: 2 clusters Score -2.540955e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90247 members 
Mstep: Class 2 contains 90175 members 
Entering Unmasked Estep 
Score: -25302652.000000 Penalty: 6003.114746
	Iteration 0F: 3 clusters Score -2.530265e+07 nChanged 86543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91036 members 
Mstep: Class 2 contains 89386 members 
Entering Unmasked Estep 
Score: -25353746.000000 Penalty: 6003.114746
	Iteration 1F: 3 clusters Score -2.535375e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91625 members 
Mstep: Class 2 contains 88797 members 
Entering Unmasked Estep 
Score: -25354648.000000 Penalty: 6003.114746
	Iteration 2Q: 3 clusters Score -2.535465e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92418 members 
Mstep: Class 2 contains 88004 members 
Entering Unmasked Estep 
Score: -25355564.000000 Penalty: 6003.114746
	Iteration 3Q: 3 clusters Score -2.535556e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93362 members 
Mstep: Class 2 contains 87060 members 
Entering Unmasked Estep 
Score: -25356520.000000 Penalty: 6003.114746
	Iteration 4Q: 3 clusters Score -2.535652e+07 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94589 members 
Mstep: Class 2 contains 85833 members 
Entering Unmasked Estep 
Score: -25357820.000000 Penalty: 6003.114746
	Iteration 5Q: 3 clusters Score -2.535782e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96038 members 
Mstep: Class 2 contains 84384 members 
Entering Unmasked Estep 
Score: -25359532.000000 Penalty: 6003.114746
	Iteration 6Q: 3 clusters Score -2.535953e+07 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97681 members 
Mstep: Class 2 contains 82741 members 
Entering Unmasked Estep 
Score: -25361586.000000 Penalty: 6003.114746
	Iteration 7Q: 3 clusters Score -2.536159e+07 nChanged 8096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99399 members 
Mstep: Class 2 contains 81023 members 
Entering Unmasked Estep 
Score: -25365398.000000 Penalty: 6003.114746
	Iteration 8Q: 3 clusters Score -2.53654e+07 nChanged 9832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101009 members 
Mstep: Class 2 contains 79413 members 
Entering Unmasked Estep 
Score: -25371522.000000 Penalty: 6003.114746
	Iteration 9F: 3 clusters Score -2.537152e+07 nChanged 11291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101814 members 
Mstep: Class 2 contains 78608 members 
Entering Unmasked Estep 
Score: -25379356.000000 Penalty: 6003.114746
	Iteration 10F: 3 clusters Score -2.537936e+07 nChanged 11408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101664 members 
Mstep: Class 2 contains 78758 members 
Entering Unmasked Estep 
Score: -25386542.000000 Penalty: 6003.114746
	Iteration 11F: 3 clusters Score -2.538654e+07 nChanged 9046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100978 members 
Mstep: Class 2 contains 79444 members 
Entering Unmasked Estep 
Score: -25390098.000000 Penalty: 6003.114746
	Iteration 12F: 3 clusters Score -2.53901e+07 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99948 members 
Mstep: Class 2 contains 80474 members 
Entering Unmasked Estep 
Score: -25390980.000000 Penalty: 6003.114746
	Iteration 13Q: 3 clusters Score -2.539098e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98737 members 
Mstep: Class 2 contains 81685 members 
Entering Unmasked Estep 
Score: -25391186.000000 Penalty: 6003.114746
	Iteration 14Q: 3 clusters Score -2.539119e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97291 members 
Mstep: Class 2 contains 83131 members 
Entering Unmasked Estep 
Score: -25391570.000000 Penalty: 6003.114746
	Iteration 15Q: 3 clusters Score -2.539157e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95694 members 
Mstep: Class 2 contains 84728 members 
Entering Unmasked Estep 
Score: -25391852.000000 Penalty: 6003.114746
	Iteration 16Q: 3 clusters Score -2.539185e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94020 members 
Mstep: Class 2 contains 86402 members 
Entering Unmasked Estep 
Score: -25392052.000000 Penalty: 6003.114746
	Iteration 17Q: 3 clusters Score -2.539205e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92382 members 
Mstep: Class 2 contains 88040 members 
Entering Unmasked Estep 
Score: -25392300.000000 Penalty: 6003.114746
	Iteration 18Q: 3 clusters Score -2.53923e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90820 members 
Mstep: Class 2 contains 89602 members 
Entering Unmasked Estep 
Score: -25392538.000000 Penalty: 6003.114746
	Iteration 19Q: 3 clusters Score -2.539254e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89183 members 
Mstep: Class 2 contains 91239 members 
Entering Unmasked Estep 
Score: -25392726.000000 Penalty: 6003.114746
	Iteration 20F: 3 clusters Score -2.539273e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87549 members 
Mstep: Class 2 contains 92873 members 
Entering Unmasked Estep 
Score: -25392802.000000 Penalty: 6003.114746
	Iteration 21Q: 3 clusters Score -2.53928e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86020 members 
Mstep: Class 2 contains 94402 members 
Entering Unmasked Estep 
Score: -25392934.000000 Penalty: 6003.114746
	Iteration 22Q: 3 clusters Score -2.539293e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84630 members 
Mstep: Class 2 contains 95792 members 
Entering Unmasked Estep 
Score: -25393060.000000 Penalty: 6003.114746
	Iteration 23Q: 3 clusters Score -2.539306e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83276 members 
Mstep: Class 2 contains 97146 members 
Entering Unmasked Estep 
Score: -25393104.000000 Penalty: 6003.114746
	Iteration 24Q: 3 clusters Score -2.53931e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82034 members 
Mstep: Class 2 contains 98388 members 
Entering Unmasked Estep 
Score: -25393446.000000 Penalty: 6003.114746
	Iteration 25Q: 3 clusters Score -2.539345e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80776 members 
Mstep: Class 2 contains 99646 members 
Entering Unmasked Estep 
Score: -25393656.000000 Penalty: 6003.114746
	Iteration 26Q: 3 clusters Score -2.539366e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79584 members 
Mstep: Class 2 contains 100838 members 
Entering Unmasked Estep 
Score: -25393750.000000 Penalty: 6003.114746
	Iteration 27Q: 3 clusters Score -2.539375e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78510 members 
Mstep: Class 2 contains 101912 members 
Entering Unmasked Estep 
Score: -25394032.000000 Penalty: 6003.114746
	Iteration 28Q: 3 clusters Score -2.539403e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77611 members 
Mstep: Class 2 contains 102811 members 
Entering Unmasked Estep 
Score: -25394058.000000 Penalty: 6003.114746
	Iteration 29Q: 3 clusters Score -2.539406e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76973 members 
Mstep: Class 2 contains 103449 members 
Entering Unmasked Estep 
Score: -25394232.000000 Penalty: 6003.114746
	Iteration 30Q: 3 clusters Score -2.539423e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76478 members 
Mstep: Class 2 contains 103944 members 
Entering Unmasked Estep 
Score: -25394354.000000 Penalty: 6003.114746
	Iteration 31Q: 3 clusters Score -2.539435e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76231 members 
Mstep: Class 2 contains 104191 members 
Entering Unmasked Estep 
Score: -25394466.000000 Penalty: 6003.114746
	Iteration 32Q: 3 clusters Score -2.539447e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76137 members 
Mstep: Class 2 contains 104285 members 
Entering Unmasked Estep 
Score: -25394622.000000 Penalty: 6003.114746
	Iteration 33Q: 3 clusters Score -2.539462e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76223 members 
Mstep: Class 2 contains 104199 members 
Entering Unmasked Estep 
Score: -25394840.000000 Penalty: 6003.114746
	Iteration 34Q: 3 clusters Score -2.539484e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76471 members 
Mstep: Class 2 contains 103951 members 
Entering Unmasked Estep 
Score: -25394912.000000 Penalty: 6003.114746
	Iteration 35Q: 3 clusters Score -2.539491e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76887 members 
Mstep: Class 2 contains 103535 members 
Entering Unmasked Estep 
Score: -25395084.000000 Penalty: 6003.114746
	Iteration 36Q: 3 clusters Score -2.539508e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77387 members 
Mstep: Class 2 contains 103035 members 
Entering Unmasked Estep 
Score: -25395376.000000 Penalty: 6003.114746
	Iteration 37Q: 3 clusters Score -2.539538e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77977 members 
Mstep: Class 2 contains 102445 members 
Entering Unmasked Estep 
Score: -25395698.000000 Penalty: 6003.114746
	Iteration 38Q: 3 clusters Score -2.53957e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78689 members 
Mstep: Class 2 contains 101733 members 
Entering Unmasked Estep 
Score: -25395978.000000 Penalty: 6003.114746
	Iteration 39Q: 3 clusters Score -2.539598e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79437 members 
Mstep: Class 2 contains 100985 members 
Entering Unmasked Estep 
Score: -25396396.000000 Penalty: 6003.114746
	Iteration 40F: 3 clusters Score -2.53964e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80267 members 
Mstep: Class 2 contains 100155 members 
Entering Unmasked Estep 
Score: -25396718.000000 Penalty: 6003.114746
	Iteration 41Q: 3 clusters Score -2.539672e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81112 members 
Mstep: Class 2 contains 99310 members 
Entering Unmasked Estep 
Score: -25397056.000000 Penalty: 6003.114746
	Iteration 42Q: 3 clusters Score -2.539706e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81987 members 
Mstep: Class 2 contains 98435 members 
Entering Unmasked Estep 
Score: -25397334.000000 Penalty: 6003.114746
	Iteration 43Q: 3 clusters Score -2.539733e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82873 members 
Mstep: Class 2 contains 97549 members 
Entering Unmasked Estep 
Score: -25397672.000000 Penalty: 6003.114746
	Iteration 44Q: 3 clusters Score -2.539767e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83785 members 
Mstep: Class 2 contains 96637 members 
Entering Unmasked Estep 
Score: -25397948.000000 Penalty: 6003.114746
	Iteration 45Q: 3 clusters Score -2.539795e+07 nChanged 1483
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84660 members 
Mstep: Class 2 contains 95762 members 
Entering Unmasked Estep 
Score: -25398216.000000 Penalty: 6003.114746
	Iteration 46Q: 3 clusters Score -2.539822e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85546 members 
Mstep: Class 2 contains 94876 members 
Entering Unmasked Estep 
Score: -25398524.000000 Penalty: 6003.114746
	Iteration 47Q: 3 clusters Score -2.539852e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86468 members 
Mstep: Class 2 contains 93954 members 
Entering Unmasked Estep 
Score: -25398796.000000 Penalty: 6003.114746
	Iteration 48Q: 3 clusters Score -2.53988e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87371 members 
Mstep: Class 2 contains 93051 members 
Entering Unmasked Estep 
Score: -25399112.000000 Penalty: 6003.114746
	Iteration 49Q: 3 clusters Score -2.539911e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88218 members 
Mstep: Class 2 contains 92204 members 
Entering Unmasked Estep 
Score: -25399406.000000 Penalty: 6003.114746
	Iteration 50Q: 3 clusters Score -2.539941e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88958 members 
Mstep: Class 2 contains 91464 members 
Entering Unmasked Estep 
Score: -25399528.000000 Penalty: 6003.114746
	Iteration 51Q: 3 clusters Score -2.539953e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89625 members 
Mstep: Class 2 contains 90797 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2.53998e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90218 members 
Mstep: Class 2 contains 90204 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2.539996e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90776 members 
Mstep: Class 2 contains 89646 members 
Entering Unmasked Estep 
Score: -25400182.000000 Penalty: 6003.114746
	Iteration 54Q: 3 clusters Score -2.540018e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91242 members 
Mstep: Class 2 contains 89180 members 
Entering Unmasked Estep 
Score: -25400372.000000 Penalty: 6003.114746
	Iteration 55Q: 3 clusters Score -2.540037e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91682 members 
Mstep: Class 2 contains 88740 members 
Entering Unmasked Estep 
Score: -25400458.000000 Penalty: 6003.114746
	Iteration 56Q: 3 clusters Score -2.540046e+07 nChanged 849
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92059 members 
Mstep: Class 2 contains 88363 members 
Entering Unmasked Estep 
Score: -25400648.000000 Penalty: 6003.114746
	Iteration 57Q: 3 clusters Score -2.540065e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92383 members 
Mstep: Class 2 contains 88039 members 
Entering Unmasked Estep 
Score: -25400706.000000 Penalty: 6003.114746
	Iteration 58Q: 3 clusters Score -2.540071e+07 nChanged 652
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92651 members 
Mstep: Class 2 contains 87771 members 
Entering Unmasked Estep 
Score: -25400588.000000 Penalty: 6003.114746
	Iteration 59Q: 3 clusters Score -2.540059e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92874 members 
Mstep: Class 2 contains 87548 members 
Entering Unmasked Estep 
Score: -25400598.000000 Penalty: 6003.114746
	Iteration 60F: 3 clusters Score -2.54006e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93081 members 
Mstep: Class 2 contains 87341 members 
Entering Unmasked Estep 
Score: -25400642.000000 Penalty: 6003.114746
	Iteration 61Q: 3 clusters Score -2.540064e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93223 members 
Mstep: Class 2 contains 87199 members 
Entering Unmasked Estep 
Score: -25400676.000000 Penalty: 6003.114746
	Iteration 62Q: 3 clusters Score -2.540068e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93388 members 
Mstep: Class 2 contains 87034 members 
Entering Unmasked Estep 
Score: -25400666.000000 Penalty: 6003.114746
	Iteration 63Q: 3 clusters Score -2.540067e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93489 members 
Mstep: Class 2 contains 86933 members 
Entering Unmasked Estep 
Score: -25400672.000000 Penalty: 6003.114746
	Iteration 64Q: 3 clusters Score -2.540067e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93586 members 
Mstep: Class 2 contains 86836 members 
Entering Unmasked Estep 
Score: -25400736.000000 Penalty: 6003.114746
	Iteration 65Q: 3 clusters Score -2.540074e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93652 members 
Mstep: Class 2 contains 86770 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2.540079e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93686 members 
Mstep: Class 2 contains 86736 members 
Entering Unmasked Estep 
Score: -25400744.000000 Penalty: 6003.114746
	Iteration 67Q: 3 clusters Score -2.540074e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93744 members 
Mstep: Class 2 contains 86678 members 
Entering Unmasked Estep 
Score: -25400732.000000 Penalty: 6003.114746
	Iteration 68Q: 3 clusters Score -2.540073e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93773 members 
Mstep: Class 2 contains 86649 members 
Entering Unmasked Estep 
Score: -25400754.000000 Penalty: 6003.114746
	Iteration 69Q: 3 clusters Score -2.540075e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93814 members 
Mstep: Class 2 contains 86608 members 
Entering Unmasked Estep 
Score: -25400758.000000 Penalty: 6003.114746
	Iteration 70Q: 3 clusters Score -2.540076e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93852 members 
Mstep: Class 2 contains 86570 members 
Entering Unmasked Estep 
Score: -25400740.000000 Penalty: 6003.114746
	Iteration 71Q: 3 clusters Score -2.540074e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93866 members 
Mstep: Class 2 contains 86556 members 
Entering Unmasked Estep 
Score: -25400786.000000 Penalty: 6003.114746
	Iteration 72Q: 3 clusters Score -2.540079e+07 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93884 members 
Mstep: Class 2 contains 86538 members 
Entering Unmasked Estep 
Score: -25400780.000000 Penalty: 6003.114746
	Iteration 73Q: 3 clusters Score -2.540078e+07 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93884 members 
Mstep: Class 2 contains 86538 members 
Entering Unmasked Estep 
Score: -25400818.000000 Penalty: 6003.114746
	Iteration 74Q: 3 clusters Score -2.540082e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93879 members 
Mstep: Class 2 contains 86543 members 
Entering Unmasked Estep 
Score: -25400812.000000 Penalty: 6003.114746
	Iteration 75Q: 3 clusters Score -2.540081e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93902 members 
Mstep: Class 2 contains 86520 members 
Entering Unmasked Estep 
Score: -25400848.000000 Penalty: 6003.114746
	Iteration 76Q: 3 clusters Score -2.540085e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93904 members 
Mstep: Class 2 contains 86518 members 
Entering Unmasked Estep 
Score: -25400836.000000 Penalty: 6003.114746
	Iteration 77Q: 3 clusters Score -2.540084e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93899 members 
Mstep: Class 2 contains 86523 members 
Entering Unmasked Estep 
Score: -25400806.000000 Penalty: 6003.114746
	Iteration 78Q: 3 clusters Score -2.540081e+07 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93882 members 
Mstep: Class 2 contains 86540 members 
Entering Unmasked Estep 
Score: -25400792.000000 Penalty: 6003.114746
	Iteration 79Q: 3 clusters Score -2.540079e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93854 members 
Mstep: Class 2 contains 86568 members 
Entering Unmasked Estep 
Score: -25400782.000000 Penalty: 6003.114746
	Iteration 80F: 3 clusters Score -2.540078e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93844 members 
Mstep: Class 2 contains 86578 members 
Entering Unmasked Estep 
Score: -25400790.000000 Penalty: 6003.114746
	Iteration 81Q: 3 clusters Score -2.540079e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93846 members 
Mstep: Class 2 contains 86576 members 
Entering Unmasked Estep 
Score: -25400806.000000 Penalty: 6003.114746
	Iteration 82Q: 3 clusters Score -2.540081e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93846 members 
Mstep: Class 2 contains 86576 members 
Entering Unmasked Estep 
Score: -25400802.000000 Penalty: 6003.114746
	Iteration 83Q: 3 clusters Score -2.54008e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93848 members 
Mstep: Class 2 contains 86574 members 
Entering Unmasked Estep 
Score: -25400814.000000 Penalty: 6003.114746
	Iteration 84Q: 3 clusters Score -2.540081e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93849 members 
Mstep: Class 2 contains 86573 members 
Entering Unmasked Estep 
Score: -25400800.000000 Penalty: 6003.114746
	Iteration 85Q: 3 clusters Score -2.54008e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93848 members 
Mstep: Class 2 contains 86574 members 
Entering Unmasked Estep 
Score: -25400816.000000 Penalty: 6003.114746
	Iteration 86Q: 3 clusters Score -2.540082e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93845 members 
Mstep: Class 2 contains 86577 members 
Entering Unmasked Estep 
Score: -25400832.000000 Penalty: 6003.114746
	Iteration 87Q: 3 clusters Score -2.540083e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93841 members 
Mstep: Class 2 contains 86581 members 
Entering Unmasked Estep 
Score: -25400816.000000 Penalty: 6003.114746
	Iteration 88Q: 3 clusters Score -2.540082e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93837 members 
Mstep: Class 2 contains 86585 members 
Entering Unmasked Estep 
Score: -25400782.000000 Penalty: 6003.114746
	Iteration 89Q: 3 clusters Score -2.540078e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93838 members 
Mstep: Class 2 contains 86584 members 
Entering Unmasked Estep 
Score: -25400794.000000 Penalty: 6003.114746
	Iteration 90Q: 3 clusters Score -2.540079e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93839 members 
Mstep: Class 2 contains 86583 members 
Entering Unmasked Estep 
Score: -25400774.000000 Penalty: 6003.114746
	Iteration 91Q: 3 clusters Score -2.540077e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93834 members 
Mstep: Class 2 contains 86588 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2.540079e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93833 members 
Mstep: Class 2 contains 86589 members 
Entering Unmasked Estep 
Score: -25400806.000000 Penalty: 6003.114746
	Iteration 93Q: 3 clusters Score -2.540081e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93830 members 
Mstep: Class 2 contains 86592 members 
Entering Unmasked Estep 
Score: -25400830.000000 Penalty: 6003.114746
	Iteration 94Q: 3 clusters Score -2.540083e+07 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93830 members 
Mstep: Class 2 contains 86592 members 
Entering Unmasked Estep 
Score: -25400834.000000 Penalty: 6003.114746
	Iteration 95Q: 3 clusters Score -2.540083e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93828 members 
Mstep: Class 2 contains 86594 members 
Entering Unmasked Estep 
Score: -25400854.000000 Penalty: 6003.114746
	Iteration 96Q: 3 clusters Score -2.540085e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93829 members 
Mstep: Class 2 contains 86593 members 
Entering Unmasked Estep 
Score: -25400850.000000 Penalty: 6003.114746
	Iteration 97Q: 3 clusters Score -2.540085e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93831 members 
Mstep: Class 2 contains 86591 members 
Entering Unmasked Estep 
Score: -25400870.000000 Penalty: 6003.114746
	Iteration 98Q: 3 clusters Score -2.540087e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93833 members 
Mstep: Class 2 contains 86589 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2.540086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93833 members 
Mstep: Class 2 contains 86589 members 
Entering Unmasked Estep 
Score: -25400866.000000 Penalty: 6003.114746
	Iteration 100F: 3 clusters Score -2.540087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93832 members 
Mstep: Class 2 contains 86590 members 
Entering Unmasked Estep 
Score: -25400870.000000 Penalty: 6003.114746
	Iteration 101Q: 3 clusters Score -2.540087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93831 members 
Mstep: Class 2 contains 86591 members 
Entering Unmasked Estep 
Score: -25400864.000000 Penalty: 6003.114746
	Iteration 102Q: 3 clusters Score -2.540086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93830 members 
Mstep: Class 2 contains 86592 members 
Entering Unmasked Estep 
Score: -25400860.000000 Penalty: 6003.114746
	Iteration 103Q: 3 clusters Score -2.540086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93827 members 
Mstep: Class 2 contains 86595 members 
Entering Unmasked Estep 
Score: -25400856.000000 Penalty: 6003.114746
	Iteration 104Q: 3 clusters Score -2.540086e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93823 members 
Mstep: Class 2 contains 86599 members 
Entering Unmasked Estep 
Score: -25400850.000000 Penalty: 6003.114746
	Iteration 105Q: 3 clusters Score -2.540085e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93821 members 
Mstep: Class 2 contains 86601 members 
Entering Unmasked Estep 
Score: -25400830.000000 Penalty: 6003.114746
	Iteration 106Q: 3 clusters Score -2.540083e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93821 members 
Mstep: Class 2 contains 86601 members 
Entering Unmasked Estep 
Score: -25400830.000000 Penalty: 6003.114746
	Iteration 107Q: 3 clusters Score -2.540083e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93819 members 
Mstep: Class 2 contains 86603 members 
Entering Unmasked Estep 
Score: -25400824.000000 Penalty: 6003.114746
	Iteration 108Q: 3 clusters Score -2.540082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93818 members 
Mstep: Class 2 contains 86604 members 
Entering Unmasked Estep 
Score: -25400840.000000 Penalty: 6003.114746
	Iteration 109Q: 3 clusters Score -2.540084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93816 members 
Mstep: Class 2 contains 86606 members 
Entering Unmasked Estep 
Score: -25400836.000000 Penalty: 6003.114746
	Iteration 110Q: 3 clusters Score -2.540084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93814 members 
Mstep: Class 2 contains 86608 members 
Entering Unmasked Estep 
Score: -25400832.000000 Penalty: 6003.114746
	Iteration 111Q: 3 clusters Score -2.540083e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93811 members 
Mstep: Class 2 contains 86611 members 
Entering Unmasked Estep 
Score: -25400838.000000 Penalty: 6003.114746
	Iteration 112Q: 3 clusters Score -2.540084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93812 members 
Mstep: Class 2 contains 86610 members 
Entering Unmasked Estep 
Score: -25400838.000000 Penalty: 6003.114746
	Iteration 113Q: 3 clusters Score -2.540084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93814 members 
Mstep: Class 2 contains 86608 members 
Entering Unmasked Estep 
Score: -25400828.000000 Penalty: 6003.114746
	Iteration 114Q: 3 clusters Score -2.540083e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93815 members 
Mstep: Class 2 contains 86607 members 
Entering Unmasked Estep 
Score: -25400846.000000 Penalty: 6003.114746
	Iteration 115Q: 3 clusters Score -2.540085e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93815 members 
Mstep: Class 2 contains 86607 members 
Entering Unmasked Estep 
Score: -25400846.000000 Penalty: 6003.114746
	Iteration 116F: 3 clusters Score -2.540085e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (132074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132074 members 
Entering Unmasked Estep 
Score: -18698652.000000 Penalty: 2924.197266
	Iteration 0F: 2 clusters Score -1.869865e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66314 members 
Mstep: Class 2 contains 65760 members 
Entering Unmasked Estep 
Score: -18615338.000000 Penalty: 5848.394531
	Iteration 0F: 3 clusters Score -1.861534e+07 nChanged 62893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69935 members 
Mstep: Class 2 contains 62139 members 
Entering Unmasked Estep 
Score: -18651074.000000 Penalty: 5848.394531
	Iteration 1F: 3 clusters Score -1.865107e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72171 members 
Mstep: Class 2 contains 59903 members 
Entering Unmasked Estep 
Score: -18652004.000000 Penalty: 5848.394531
	Iteration 2Q: 3 clusters Score -1.8652e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75643 members 
Mstep: Class 2 contains 56431 members 
Entering Unmasked Estep 
Score: -18653412.000000 Penalty: 5848.394531
	Iteration 3Q: 3 clusters Score -1.865341e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80795 members 
Mstep: Class 2 contains 51279 members 
Entering Unmasked Estep 
Score: -18655726.000000 Penalty: 5848.394531
	Iteration 4Q: 3 clusters Score -1.865573e+07 nChanged 7842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88389 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -18659930.000000 Penalty: 5848.394531
	Iteration 5F: 3 clusters Score -1.865993e+07 nChanged 10611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98904 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -18667448.000000 Penalty: 5848.394531
	Iteration 6F: 3 clusters Score -1.866745e+07 nChanged 12564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111434 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -18678174.000000 Penalty: 5848.394531
	Iteration 7F: 3 clusters Score -1.867817e+07 nChanged 10905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122327 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -18687718.000000 Penalty: 5848.394531
	Iteration 8F: 3 clusters Score -1.868772e+07 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128348 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -18692912.000000 Penalty: 5848.394531
	Iteration 9Q: 3 clusters Score -1.869291e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130640 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -18694990.000000 Penalty: 5848.394531
	Iteration 10Q: 3 clusters Score -1.869499e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131340 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -18695662.000000 Penalty: 5848.394531
	Iteration 11Q: 3 clusters Score -1.869566e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131532 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -18695992.000000 Penalty: 5848.394531
	Iteration 12Q: 3 clusters Score -1.869599e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131589 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -18696124.000000 Penalty: 5848.394531
	Iteration 13Q: 3 clusters Score -1.869612e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131619 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -18696188.000000 Penalty: 5848.394531
	Iteration 14Q: 3 clusters Score -1.869619e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131631 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -18696220.000000 Penalty: 5848.394531
	Iteration 15Q: 3 clusters Score -1.869622e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131634 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -18696250.000000 Penalty: 5848.394531
	Iteration 16Q: 3 clusters Score -1.869625e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131634 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -18696296.000000 Penalty: 5848.394531
	Iteration 17Q: 3 clusters Score -1.86963e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131634 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -18696296.000000 Penalty: 5848.394531
	Iteration 18Q: 3 clusters Score -1.86963e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131634 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -18696318.000000 Penalty: 5848.394531
	Iteration 19Q: 3 clusters Score -1.869632e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131629 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -18696342.000000 Penalty: 5848.394531
	Iteration 20F: 3 clusters Score -1.869634e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131624 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -18696370.000000 Penalty: 5848.394531
	Iteration 21Q: 3 clusters Score -1.869637e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131628 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -18696360.000000 Penalty: 5848.394531
	Iteration 22Q: 3 clusters Score -1.869636e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131632 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -18696378.000000 Penalty: 5848.394531
	Iteration 23Q: 3 clusters Score -1.869638e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131630 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -18696408.000000 Penalty: 5848.394531
	Iteration 24Q: 3 clusters Score -1.869641e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131636 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -18696410.000000 Penalty: 5848.394531
	Iteration 25Q: 3 clusters Score -1.869641e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131637 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -18696420.000000 Penalty: 5848.394531
	Iteration 26Q: 3 clusters Score -1.869642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131637 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -18696426.000000 Penalty: 5848.394531
	Iteration 27Q: 3 clusters Score -1.869643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131637 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -18696422.000000 Penalty: 5848.394531
	Iteration 28Q: 3 clusters Score -1.869642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131636 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -18696424.000000 Penalty: 5848.394531
	Iteration 29Q: 3 clusters Score -1.869642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131635 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -18696428.000000 Penalty: 5848.394531
	Iteration 30Q: 3 clusters Score -1.869643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131635 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -18696428.000000 Penalty: 5848.394531
	Iteration 31F: 3 clusters Score -1.869643e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Entering Unmasked Estep 
Score: -1122061.250000 Penalty: 2237.146729
	Iteration 0F: 2 clusters Score -1122061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1115528.750000 Penalty: 4474.293457
	Iteration 0F: 3 clusters Score -1115529 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1117365.500000 Penalty: 4474.293457
	Iteration 1F: 3 clusters Score -1117366 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1117637.000000 Penalty: 4474.293457
	Iteration 2F: 3 clusters Score -1117637 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1117854.750000 Penalty: 4474.293457
	Iteration 3F: 3 clusters Score -1117855 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1118022.500000 Penalty: 4474.293457
	Iteration 4Q: 3 clusters Score -1118022 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1118202.000000 Penalty: 4474.293457
	Iteration 5Q: 3 clusters Score -1118202 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1118376.625000 Penalty: 4474.293457
	Iteration 6Q: 3 clusters Score -1118377 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1118568.875000 Penalty: 4474.293457
	Iteration 7Q: 3 clusters Score -1118569 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1118787.875000 Penalty: 4474.293457
	Iteration 8Q: 3 clusters Score -1118788 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1119055.375000 Penalty: 4474.293457
	Iteration 9Q: 3 clusters Score -1119055 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1119380.250000 Penalty: 4474.293457
	Iteration 10Q: 3 clusters Score -1119380 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1119763.000000 Penalty: 4474.293457
	Iteration 11Q: 3 clusters Score -1119763 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1120062.625000 Penalty: 4474.293457
	Iteration 12Q: 3 clusters Score -1120063 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1120284.875000 Penalty: 4474.293457
	Iteration 13Q: 3 clusters Score -1120285 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1120442.375000 Penalty: 4474.293457
	Iteration 14Q: 3 clusters Score -1120442 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1120561.375000 Penalty: 4474.293457
	Iteration 15Q: 3 clusters Score -1120561 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1120659.500000 Penalty: 4474.293457
	Iteration 16Q: 3 clusters Score -1120660 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1120725.375000 Penalty: 4474.293457
	Iteration 17Q: 3 clusters Score -1120725 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1120775.875000 Penalty: 4474.293457
	Iteration 18Q: 3 clusters Score -1120776 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1120838.250000 Penalty: 4474.293457
	Iteration 19Q: 3 clusters Score -1120838 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1120911.750000 Penalty: 4474.293457
	Iteration 20F: 3 clusters Score -1120912 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1120993.750000 Penalty: 4474.293457
	Iteration 21Q: 3 clusters Score -1120994 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1121083.250000 Penalty: 4474.293457
	Iteration 22Q: 3 clusters Score -1121083 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1121223.875000 Penalty: 4474.293457
	Iteration 23Q: 3 clusters Score -1121224 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1121387.125000 Penalty: 4474.293457
	Iteration 24Q: 3 clusters Score -1121387 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1121535.125000 Penalty: 4474.293457
	Iteration 25Q: 3 clusters Score -1121535 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1121648.750000 Penalty: 4474.293457
	Iteration 26Q: 3 clusters Score -1121649 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1121729.125000 Penalty: 4474.293457
	Iteration 27Q: 3 clusters Score -1121729 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1121776.000000 Penalty: 4474.293457
	Iteration 28Q: 3 clusters Score -1121776 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1121790.875000 Penalty: 4474.293457
	Iteration 29Q: 3 clusters Score -1121791 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1121804.250000 Penalty: 4474.293457
	Iteration 30Q: 3 clusters Score -1121804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1121814.750000 Penalty: 4474.293457
	Iteration 31Q: 3 clusters Score -1121815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1121815.875000 Penalty: 4474.293457
	Iteration 32Q: 3 clusters Score -1121816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1121815.500000 Penalty: 4474.293457
	Iteration 33Q: 3 clusters Score -1121816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1121816.500000 Penalty: 4474.293457
	Iteration 34Q: 3 clusters Score -1121816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1121818.250000 Penalty: 4474.293457
	Iteration 35Q: 3 clusters Score -1121818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1121816.750000 Penalty: 4474.293457
	Iteration 36Q: 3 clusters Score -1121817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1121817.500000 Penalty: 4474.293457
	Iteration 37Q: 3 clusters Score -1121818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1121817.625000 Penalty: 4474.293457
	Iteration 38Q: 3 clusters Score -1121818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1121820.625000 Penalty: 4474.293457
	Iteration 39Q: 3 clusters Score -1121821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1121820.625000 Penalty: 4474.293457
	Iteration 40F: 3 clusters Score -1121821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32280 members 
Entering Unmasked Estep 
Score: -4569649.000000 Penalty: 2574.786377
	Iteration 0F: 2 clusters Score -4569649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -4547552.500000 Penalty: 5149.572754
	Iteration 0F: 3 clusters Score -4547552 nChanged 14625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -4555523.500000 Penalty: 5149.572754
	Iteration 1F: 3 clusters Score -4555524 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -4556023.500000 Penalty: 5149.572754
	Iteration 2Q: 3 clusters Score -4556024 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -4556505.500000 Penalty: 5149.572754
	Iteration 3Q: 3 clusters Score -4556506 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -4557013.500000 Penalty: 5149.572754
	Iteration 4Q: 3 clusters Score -4557014 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -4557647.500000 Penalty: 5149.572754
	Iteration 5Q: 3 clusters Score -4557648 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -4558557.000000 Penalty: 5149.572754
	Iteration 6F: 3 clusters Score -4558557 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -4559938.500000 Penalty: 5149.572754
	Iteration 7F: 3 clusters Score -4559938 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -4561744.500000 Penalty: 5149.572754
	Iteration 8F: 3 clusters Score -4561744 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -4563784.500000 Penalty: 5149.572754
	Iteration 9F: 3 clusters Score -4563784 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -4565371.500000 Penalty: 5149.572754
	Iteration 10F: 3 clusters Score -4565372 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31127 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4566365.000000 Penalty: 5149.572754
	Iteration 11Q: 3 clusters Score -4566365 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4566868.500000 Penalty: 5149.572754
	Iteration 12Q: 3 clusters Score -4566868 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4567145.000000 Penalty: 5149.572754
	Iteration 13Q: 3 clusters Score -4567145 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4567251.500000 Penalty: 5149.572754
	Iteration 14Q: 3 clusters Score -4567252 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31992 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4567322.500000 Penalty: 5149.572754
	Iteration 15Q: 3 clusters Score -4567322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4567357.500000 Penalty: 5149.572754
	Iteration 16Q: 3 clusters Score -4567358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4567391.500000 Penalty: 5149.572754
	Iteration 17Q: 3 clusters Score -4567392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4567396.500000 Penalty: 5149.572754
	Iteration 18Q: 3 clusters Score -4567396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4567406.500000 Penalty: 5149.572754
	Iteration 19Q: 3 clusters Score -4567406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -4567410.000000 Penalty: 5149.572754
	Iteration 20F: 3 clusters Score -4567410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4567411.500000 Penalty: 5149.572754
	Iteration 21Q: 3 clusters Score -4567412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4567413.000000 Penalty: 5149.572754
	Iteration 22Q: 3 clusters Score -4567413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4567413.000000 Penalty: 5149.572754
	Iteration 23Q: 3 clusters Score -4567413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4567413.000000 Penalty: 5149.572754
	Iteration 24F: 3 clusters Score -4567413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Entering Unmasked Estep 
Score: -2558813.250000 Penalty: 2431.651611
	Iteration 0F: 2 clusters Score -2558813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -2545902.250000 Penalty: 4863.303223
	Iteration 0F: 3 clusters Score -2545902 nChanged 7966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -2550249.750000 Penalty: 4863.303223
	Iteration 1F: 3 clusters Score -2550250 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -2550681.500000 Penalty: 4863.303223
	Iteration 2F: 3 clusters Score -2550682 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -2551019.750000 Penalty: 4863.303223
	Iteration 3Q: 3 clusters Score -2551020 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -2551284.000000 Penalty: 4863.303223
	Iteration 4Q: 3 clusters Score -2551284 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -2551519.500000 Penalty: 4863.303223
	Iteration 5Q: 3 clusters Score -2551520 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2551762.250000 Penalty: 4863.303223
	Iteration 6Q: 3 clusters Score -2551762 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -2551953.750000 Penalty: 4863.303223
	Iteration 7Q: 3 clusters Score -2551954 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -2552169.500000 Penalty: 4863.303223
	Iteration 8Q: 3 clusters Score -2552170 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2552401.500000 Penalty: 4863.303223
	Iteration 9Q: 3 clusters Score -2552402 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -2552694.500000 Penalty: 4863.303223
	Iteration 10Q: 3 clusters Score -2552694 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -2553009.500000 Penalty: 4863.303223
	Iteration 11Q: 3 clusters Score -2553010 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -2553428.750000 Penalty: 4863.303223
	Iteration 12Q: 3 clusters Score -2553429 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -2553910.000000 Penalty: 4863.303223
	Iteration 13Q: 3 clusters Score -2553910 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -2554343.000000 Penalty: 4863.303223
	Iteration 14Q: 3 clusters Score -2554343 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -2554644.000000 Penalty: 4863.303223
	Iteration 15Q: 3 clusters Score -2554644 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -2554832.250000 Penalty: 4863.303223
	Iteration 16Q: 3 clusters Score -2554832 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2554951.000000 Penalty: 4863.303223
	Iteration 17Q: 3 clusters Score -2554951 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -2555032.750000 Penalty: 4863.303223
	Iteration 18Q: 3 clusters Score -2555033 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -2555095.750000 Penalty: 4863.303223
	Iteration 19Q: 3 clusters Score -2555096 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2555135.750000 Penalty: 4863.303223
	Iteration 20F: 3 clusters Score -2555136 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -2555176.250000 Penalty: 4863.303223
	Iteration 21Q: 3 clusters Score -2555176 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -2555220.500000 Penalty: 4863.303223
	Iteration 22Q: 3 clusters Score -2555220 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -2555260.250000 Penalty: 4863.303223
	Iteration 23Q: 3 clusters Score -2555260 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -2555300.250000 Penalty: 4863.303223
	Iteration 24Q: 3 clusters Score -2555300 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -2555330.500000 Penalty: 4863.303223
	Iteration 25Q: 3 clusters Score -2555330 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2555354.750000 Penalty: 4863.303223
	Iteration 26Q: 3 clusters Score -2555355 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2555380.250000 Penalty: 4863.303223
	Iteration 27Q: 3 clusters Score -2555380 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -2555405.750000 Penalty: 4863.303223
	Iteration 28Q: 3 clusters Score -2555406 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -2555420.000000 Penalty: 4863.303223
	Iteration 29Q: 3 clusters Score -2555420 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -2555427.250000 Penalty: 4863.303223
	Iteration 30Q: 3 clusters Score -2555427 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2555445.500000 Penalty: 4863.303223
	Iteration 31Q: 3 clusters Score -2555446 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -2555460.750000 Penalty: 4863.303223
	Iteration 32Q: 3 clusters Score -2555461 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -2555474.750000 Penalty: 4863.303223
	Iteration 33Q: 3 clusters Score -2555475 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -2555481.750000 Penalty: 4863.303223
	Iteration 34Q: 3 clusters Score -2555482 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -2555484.000000 Penalty: 4863.303223
	Iteration 35Q: 3 clusters Score -2555484 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -2555482.000000 Penalty: 4863.303223
	Iteration 36Q: 3 clusters Score -2555482 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -2555497.000000 Penalty: 4863.303223
	Iteration 37Q: 3 clusters Score -2555497 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2555503.750000 Penalty: 4863.303223
	Iteration 38Q: 3 clusters Score -2555504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -2555503.250000 Penalty: 4863.303223
	Iteration 39Q: 3 clusters Score -2555503 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -2555504.500000 Penalty: 4863.303223
	Iteration 40F: 3 clusters Score -2555504 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -2555508.000000 Penalty: 4863.303223
	Iteration 41Q: 3 clusters Score -2555508 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2555519.250000 Penalty: 4863.303223
	Iteration 42Q: 3 clusters Score -2555519 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -2555516.750000 Penalty: 4863.303223
	Iteration 43Q: 3 clusters Score -2555517 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -2555528.000000 Penalty: 4863.303223
	Iteration 44Q: 3 clusters Score -2555528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2555533.250000 Penalty: 4863.303223
	Iteration 45Q: 3 clusters Score -2555533 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -2555532.000000 Penalty: 4863.303223
	Iteration 46Q: 3 clusters Score -2555532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -2555530.500000 Penalty: 4863.303223
	Iteration 47Q: 3 clusters Score -2555530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -2555535.750000 Penalty: 4863.303223
	Iteration 48Q: 3 clusters Score -2555536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -2555541.250000 Penalty: 4863.303223
	Iteration 49Q: 3 clusters Score -2555541 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -2555542.250000 Penalty: 4863.303223
	Iteration 50Q: 3 clusters Score -2555542 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -2555540.500000 Penalty: 4863.303223
	Iteration 51Q: 3 clusters Score -2555540 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -2555550.000000 Penalty: 4863.303223
	Iteration 52Q: 3 clusters Score -2555550 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -2555558.750000 Penalty: 4863.303223
	Iteration 53Q: 3 clusters Score -2555559 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -2555557.250000 Penalty: 4863.303223
	Iteration 54Q: 3 clusters Score -2555557 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -2555562.250000 Penalty: 4863.303223
	Iteration 55Q: 3 clusters Score -2555562 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2555571.250000 Penalty: 4863.303223
	Iteration 56Q: 3 clusters Score -2555571 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -2555571.000000 Penalty: 4863.303223
	Iteration 57Q: 3 clusters Score -2555571 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -2555574.000000 Penalty: 4863.303223
	Iteration 58Q: 3 clusters Score -2555574 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -2555583.750000 Penalty: 4863.303223
	Iteration 59Q: 3 clusters Score -2555584 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -2555598.250000 Penalty: 4863.303223
	Iteration 60F: 3 clusters Score -2555598 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -2555611.250000 Penalty: 4863.303223
	Iteration 61Q: 3 clusters Score -2555611 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -2555620.500000 Penalty: 4863.303223
	Iteration 62Q: 3 clusters Score -2555620 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -2555624.250000 Penalty: 4863.303223
	Iteration 63Q: 3 clusters Score -2555624 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -2555632.500000 Penalty: 4863.303223
	Iteration 64Q: 3 clusters Score -2555632 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -2555647.500000 Penalty: 4863.303223
	Iteration 65Q: 3 clusters Score -2555648 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -2555652.250000 Penalty: 4863.303223
	Iteration 66Q: 3 clusters Score -2555652 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -2555672.000000 Penalty: 4863.303223
	Iteration 67Q: 3 clusters Score -2555672 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -2555690.500000 Penalty: 4863.303223
	Iteration 68Q: 3 clusters Score -2555690 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -2555690.000000 Penalty: 4863.303223
	Iteration 69Q: 3 clusters Score -2555690 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -2555702.000000 Penalty: 4863.303223
	Iteration 70Q: 3 clusters Score -2555702 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -2555709.250000 Penalty: 4863.303223
	Iteration 71Q: 3 clusters Score -2555709 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -2555720.000000 Penalty: 4863.303223
	Iteration 72Q: 3 clusters Score -2555720 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -2555729.750000 Penalty: 4863.303223
	Iteration 73Q: 3 clusters Score -2555730 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -2555734.750000 Penalty: 4863.303223
	Iteration 74Q: 3 clusters Score -2555735 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -2555741.750000 Penalty: 4863.303223
	Iteration 75Q: 3 clusters Score -2555742 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -2555756.250000 Penalty: 4863.303223
	Iteration 76Q: 3 clusters Score -2555756 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -2555772.000000 Penalty: 4863.303223
	Iteration 77Q: 3 clusters Score -2555772 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -2555785.750000 Penalty: 4863.303223
	Iteration 78Q: 3 clusters Score -2555786 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -2555793.500000 Penalty: 4863.303223
	Iteration 79Q: 3 clusters Score -2555794 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -2555806.250000 Penalty: 4863.303223
	Iteration 80F: 3 clusters Score -2555806 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -2555815.500000 Penalty: 4863.303223
	Iteration 81Q: 3 clusters Score -2555816 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2555826.750000 Penalty: 4863.303223
	Iteration 82Q: 3 clusters Score -2555827 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -2555839.250000 Penalty: 4863.303223
	Iteration 83Q: 3 clusters Score -2555839 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -2555851.750000 Penalty: 4863.303223
	Iteration 84Q: 3 clusters Score -2555852 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -2555857.000000 Penalty: 4863.303223
	Iteration 85Q: 3 clusters Score -2555857 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -2555864.500000 Penalty: 4863.303223
	Iteration 86Q: 3 clusters Score -2555864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -2555873.250000 Penalty: 4863.303223
	Iteration 87Q: 3 clusters Score -2555873 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -2555877.250000 Penalty: 4863.303223
	Iteration 88Q: 3 clusters Score -2555877 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -2555884.750000 Penalty: 4863.303223
	Iteration 89Q: 3 clusters Score -2555885 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -2555893.250000 Penalty: 4863.303223
	Iteration 90Q: 3 clusters Score -2555893 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2555904.250000 Penalty: 4863.303223
	Iteration 91Q: 3 clusters Score -2555904 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -2555915.250000 Penalty: 4863.303223
	Iteration 92Q: 3 clusters Score -2555915 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -2555919.500000 Penalty: 4863.303223
	Iteration 93Q: 3 clusters Score -2555920 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -2555940.000000 Penalty: 4863.303223
	Iteration 94Q: 3 clusters Score -2555940 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -2555947.250000 Penalty: 4863.303223
	Iteration 95Q: 3 clusters Score -2555947 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -2555956.750000 Penalty: 4863.303223
	Iteration 96Q: 3 clusters Score -2555957 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -2555971.750000 Penalty: 4863.303223
	Iteration 97Q: 3 clusters Score -2555972 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2555985.750000 Penalty: 4863.303223
	Iteration 98Q: 3 clusters Score -2555986 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -2556006.500000 Penalty: 4863.303223
	Iteration 99Q: 3 clusters Score -2556006 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2556027.000000 Penalty: 4863.303223
	Iteration 100F: 3 clusters Score -2556027 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -2556049.750000 Penalty: 4863.303223
	Iteration 101Q: 3 clusters Score -2556050 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -2556066.500000 Penalty: 4863.303223
	Iteration 102Q: 3 clusters Score -2556066 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2556076.500000 Penalty: 4863.303223
	Iteration 103Q: 3 clusters Score -2556076 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -2556088.500000 Penalty: 4863.303223
	Iteration 104Q: 3 clusters Score -2556088 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2556115.500000 Penalty: 4863.303223
	Iteration 105Q: 3 clusters Score -2556116 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -2556133.500000 Penalty: 4863.303223
	Iteration 106Q: 3 clusters Score -2556134 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -2556152.750000 Penalty: 4863.303223
	Iteration 107Q: 3 clusters Score -2556153 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -2556170.750000 Penalty: 4863.303223
	Iteration 108Q: 3 clusters Score -2556171 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -2556190.750000 Penalty: 4863.303223
	Iteration 109Q: 3 clusters Score -2556191 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -2556215.250000 Penalty: 4863.303223
	Iteration 110Q: 3 clusters Score -2556215 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -2556231.750000 Penalty: 4863.303223
	Iteration 111Q: 3 clusters Score -2556232 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -2556255.750000 Penalty: 4863.303223
	Iteration 112Q: 3 clusters Score -2556256 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -2556273.000000 Penalty: 4863.303223
	Iteration 113Q: 3 clusters Score -2556273 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -2556290.000000 Penalty: 4863.303223
	Iteration 114Q: 3 clusters Score -2556290 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -2556311.500000 Penalty: 4863.303223
	Iteration 115Q: 3 clusters Score -2556312 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -2556328.750000 Penalty: 4863.303223
	Iteration 116Q: 3 clusters Score -2556329 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -2556352.250000 Penalty: 4863.303223
	Iteration 117Q: 3 clusters Score -2556352 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -2556365.500000 Penalty: 4863.303223
	Iteration 118Q: 3 clusters Score -2556366 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -2556380.250000 Penalty: 4863.303223
	Iteration 119Q: 3 clusters Score -2556380 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -2556398.500000 Penalty: 4863.303223
	Iteration 120F: 3 clusters Score -2556398 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2556413.000000 Penalty: 4863.303223
	Iteration 121Q: 3 clusters Score -2556413 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -2556434.000000 Penalty: 4863.303223
	Iteration 122Q: 3 clusters Score -2556434 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -2556441.500000 Penalty: 4863.303223
	Iteration 123Q: 3 clusters Score -2556442 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -2556456.000000 Penalty: 4863.303223
	Iteration 124Q: 3 clusters Score -2556456 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -2556470.500000 Penalty: 4863.303223
	Iteration 125Q: 3 clusters Score -2556470 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -2556475.000000 Penalty: 4863.303223
	Iteration 126Q: 3 clusters Score -2556475 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -2556488.000000 Penalty: 4863.303223
	Iteration 127Q: 3 clusters Score -2556488 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -2556506.750000 Penalty: 4863.303223
	Iteration 128Q: 3 clusters Score -2556507 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -2556512.000000 Penalty: 4863.303223
	Iteration 129Q: 3 clusters Score -2556512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -2556515.500000 Penalty: 4863.303223
	Iteration 130Q: 3 clusters Score -2556516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -2556522.250000 Penalty: 4863.303223
	Iteration 131Q: 3 clusters Score -2556522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -2556531.000000 Penalty: 4863.303223
	Iteration 132Q: 3 clusters Score -2556531 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -2556537.500000 Penalty: 4863.303223
	Iteration 133Q: 3 clusters Score -2556538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -2556551.250000 Penalty: 4863.303223
	Iteration 134Q: 3 clusters Score -2556551 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -2556560.500000 Penalty: 4863.303223
	Iteration 135Q: 3 clusters Score -2556560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -2556564.000000 Penalty: 4863.303223
	Iteration 136Q: 3 clusters Score -2556564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -2556573.500000 Penalty: 4863.303223
	Iteration 137Q: 3 clusters Score -2556574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -2556579.000000 Penalty: 4863.303223
	Iteration 138Q: 3 clusters Score -2556579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -2556587.250000 Penalty: 4863.303223
	Iteration 139Q: 3 clusters Score -2556587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -2556588.750000 Penalty: 4863.303223
	Iteration 140F: 3 clusters Score -2556589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -2556593.750000 Penalty: 4863.303223
	Iteration 141Q: 3 clusters Score -2556594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -2556593.750000 Penalty: 4863.303223
	Iteration 142Q: 3 clusters Score -2556594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -2556594.500000 Penalty: 4863.303223
	Iteration 143Q: 3 clusters Score -2556594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -2556594.250000 Penalty: 4863.303223
	Iteration 144Q: 3 clusters Score -2556594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -2556594.250000 Penalty: 4863.303223
	Iteration 145F: 3 clusters Score -2556594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Entering Unmasked Estep 
Score: -77580.429688 Penalty: 1573.282349
	Iteration 0F: 2 clusters Score -77580.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -75968.328125 Penalty: 3146.564697
	Iteration 0F: 3 clusters Score -75968.33 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -76154.843750 Penalty: 3146.564697
	Iteration 1F: 3 clusters Score -76154.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -76210.046875 Penalty: 3146.564697
	Iteration 2Q: 3 clusters Score -76210.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -76238.664062 Penalty: 3146.564697
	Iteration 3Q: 3 clusters Score -76238.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -76246.679688 Penalty: 3146.564697
	Iteration 4Q: 3 clusters Score -76246.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -76252.789062 Penalty: 3146.564697
	Iteration 5Q: 3 clusters Score -76252.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -76258.328125 Penalty: 3146.564697
	Iteration 6Q: 3 clusters Score -76258.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -76262.429688 Penalty: 3146.564697
	Iteration 7Q: 3 clusters Score -76262.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -76264.007812 Penalty: 3146.564697
	Iteration 8Q: 3 clusters Score -76264.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -76264.007812 Penalty: 3146.564697
	Iteration 9F: 3 clusters Score -76264.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Entering Unmasked Estep 
Score: -5495202.000000 Penalty: 2628.473145
	Iteration 0F: 2 clusters Score -5495202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -5467865.500000 Penalty: 5256.946289
	Iteration 0F: 3 clusters Score -5467866 nChanged 18298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -5478001.500000 Penalty: 5256.946289
	Iteration 1F: 3 clusters Score -5478002 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -5478441.000000 Penalty: 5256.946289
	Iteration 2Q: 3 clusters Score -5478441 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -5478819.000000 Penalty: 5256.946289
	Iteration 3Q: 3 clusters Score -5478819 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -5479107.500000 Penalty: 5256.946289
	Iteration 4Q: 3 clusters Score -5479108 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -5479422.500000 Penalty: 5256.946289
	Iteration 5Q: 3 clusters Score -5479422 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -5479746.000000 Penalty: 5256.946289
	Iteration 6Q: 3 clusters Score -5479746 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -5480060.500000 Penalty: 5256.946289
	Iteration 7Q: 3 clusters Score -5480060 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -5480402.000000 Penalty: 5256.946289
	Iteration 8Q: 3 clusters Score -5480402 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -5480826.000000 Penalty: 5256.946289
	Iteration 9Q: 3 clusters Score -5480826 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -5481332.500000 Penalty: 5256.946289
	Iteration 10Q: 3 clusters Score -5481332 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -5481842.500000 Penalty: 5256.946289
	Iteration 11Q: 3 clusters Score -5481842 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -5482405.500000 Penalty: 5256.946289
	Iteration 12Q: 3 clusters Score -5482406 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -5482976.000000 Penalty: 5256.946289
	Iteration 13Q: 3 clusters Score -5482976 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -5483508.000000 Penalty: 5256.946289
	Iteration 14Q: 3 clusters Score -5483508 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -5484041.000000 Penalty: 5256.946289
	Iteration 15Q: 3 clusters Score -5484041 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -5484507.500000 Penalty: 5256.946289
	Iteration 16Q: 3 clusters Score -5484508 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -5484954.000000 Penalty: 5256.946289
	Iteration 17Q: 3 clusters Score -5484954 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -5485344.000000 Penalty: 5256.946289
	Iteration 18Q: 3 clusters Score -5485344 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -5485643.500000 Penalty: 5256.946289
	Iteration 19Q: 3 clusters Score -5485644 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -5485928.500000 Penalty: 5256.946289
	Iteration 20F: 3 clusters Score -5485928 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -5486243.500000 Penalty: 5256.946289
	Iteration 21Q: 3 clusters Score -5486244 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -5486522.500000 Penalty: 5256.946289
	Iteration 22Q: 3 clusters Score -5486522 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -5486871.000000 Penalty: 5256.946289
	Iteration 23Q: 3 clusters Score -5486871 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -5487259.000000 Penalty: 5256.946289
	Iteration 24Q: 3 clusters Score -5487259 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -5487729.500000 Penalty: 5256.946289
	Iteration 25Q: 3 clusters Score -5487730 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -5488327.500000 Penalty: 5256.946289
	Iteration 26Q: 3 clusters Score -5488328 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -5488975.500000 Penalty: 5256.946289
	Iteration 27Q: 3 clusters Score -5488976 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -5489692.000000 Penalty: 5256.946289
	Iteration 28Q: 3 clusters Score -5489692 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -5490418.500000 Penalty: 5256.946289
	Iteration 29Q: 3 clusters Score -5490418 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -5491007.500000 Penalty: 5256.946289
	Iteration 30Q: 3 clusters Score -5491008 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38119 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -5491448.500000 Penalty: 5256.946289
	Iteration 31Q: 3 clusters Score -5491448 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -5491819.000000 Penalty: 5256.946289
	Iteration 32Q: 3 clusters Score -5491819 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5492090.000000 Penalty: 5256.946289
	Iteration 33Q: 3 clusters Score -5492090 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38944 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -5492330.000000 Penalty: 5256.946289
	Iteration 34Q: 3 clusters Score -5492330 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -5492465.000000 Penalty: 5256.946289
	Iteration 35Q: 3 clusters Score -5492465 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -5492572.500000 Penalty: 5256.946289
	Iteration 36Q: 3 clusters Score -5492572 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5492635.000000 Penalty: 5256.946289
	Iteration 37Q: 3 clusters Score -5492635 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5492691.500000 Penalty: 5256.946289
	Iteration 38Q: 3 clusters Score -5492692 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -5492740.500000 Penalty: 5256.946289
	Iteration 39Q: 3 clusters Score -5492740 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5492806.000000 Penalty: 5256.946289
	Iteration 40F: 3 clusters Score -5492806 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -5492846.500000 Penalty: 5256.946289
	Iteration 41Q: 3 clusters Score -5492846 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39413 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -5492889.000000 Penalty: 5256.946289
	Iteration 42Q: 3 clusters Score -5492889 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5492904.000000 Penalty: 5256.946289
	Iteration 43Q: 3 clusters Score -5492904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39457 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5492907.500000 Penalty: 5256.946289
	Iteration 44Q: 3 clusters Score -5492908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5492919.000000 Penalty: 5256.946289
	Iteration 45Q: 3 clusters Score -5492919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5492930.000000 Penalty: 5256.946289
	Iteration 46Q: 3 clusters Score -5492930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5492932.500000 Penalty: 5256.946289
	Iteration 47Q: 3 clusters Score -5492932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5492943.500000 Penalty: 5256.946289
	Iteration 48Q: 3 clusters Score -5492944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5492941.000000 Penalty: 5256.946289
	Iteration 49Q: 3 clusters Score -5492941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5492938.500000 Penalty: 5256.946289
	Iteration 50Q: 3 clusters Score -5492938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -5492939.500000 Penalty: 5256.946289
	Iteration 51Q: 3 clusters Score -5492940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5492941.500000 Penalty: 5256.946289
	Iteration 52Q: 3 clusters Score -5492942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5492939.500000 Penalty: 5256.946289
	Iteration 53Q: 3 clusters Score -5492940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39496 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5492938.500000 Penalty: 5256.946289
	Iteration 54Q: 3 clusters Score -5492938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39497 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -5492939.000000 Penalty: 5256.946289
	Iteration 55Q: 3 clusters Score -5492939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39498 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5492940.500000 Penalty: 5256.946289
	Iteration 56Q: 3 clusters Score -5492940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39498 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5492940.500000 Penalty: 5256.946289
	Iteration 57F: 3 clusters Score -5492940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Entering Unmasked Estep 
Score: -103359.632812 Penalty: 1641.778198
	Iteration 0F: 2 clusters Score -103359.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -101624.937500 Penalty: 3283.556396
	Iteration 0F: 3 clusters Score -101624.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -101808.945312 Penalty: 3283.556396
	Iteration 1F: 3 clusters Score -101808.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -101858.593750 Penalty: 3283.556396
	Iteration 2Q: 3 clusters Score -101858.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -101875.757812 Penalty: 3283.556396
	Iteration 3Q: 3 clusters Score -101875.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -101884.648438 Penalty: 3283.556396
	Iteration 4Q: 3 clusters Score -101884.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -101891.273438 Penalty: 3283.556396
	Iteration 5Q: 3 clusters Score -101891.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -101892.125000 Penalty: 3283.556396
	Iteration 6Q: 3 clusters Score -101892.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -101893.375000 Penalty: 3283.556396
	Iteration 7Q: 3 clusters Score -101893.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -101895.851562 Penalty: 3283.556396
	Iteration 8Q: 3 clusters Score -101895.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -101895.851562 Penalty: 3283.556396
	Iteration 9F: 3 clusters Score -101895.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -83711.242188 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -83711.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -82112.976562 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -82112.98 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -82350.085938 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -82350.09 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -82445.718750 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -82445.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -82468.242188 Penalty: 3193.125000
	Iteration 3Q: 3 clusters Score -82468.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -82481.210938 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -82481.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -82494.773438 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -82494.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -82501.054688 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -82501.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -82501.898438 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -82501.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -82501.898438 Penalty: 3193.125000
	Iteration 8F: 3 clusters Score -82501.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (157254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157254 members 
Entering Unmasked Estep 
Score: -21961848.000000 Penalty: 2967.473145
	Iteration 0F: 2 clusters Score -2.196185e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78827 members 
Mstep: Class 2 contains 78427 members 
Entering Unmasked Estep 
Score: -21858400.000000 Penalty: 5934.946289
	Iteration 0F: 3 clusters Score -2.18584e+07 nChanged 75314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81619 members 
Mstep: Class 2 contains 75635 members 
Entering Unmasked Estep 
Score: -21902198.000000 Penalty: 5934.946289
	Iteration 1F: 3 clusters Score -2.19022e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83194 members 
Mstep: Class 2 contains 74060 members 
Entering Unmasked Estep 
Score: -21903054.000000 Penalty: 5934.946289
	Iteration 2Q: 3 clusters Score -2.190305e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85603 members 
Mstep: Class 2 contains 71651 members 
Entering Unmasked Estep 
Score: -21904140.000000 Penalty: 5934.946289
	Iteration 3Q: 3 clusters Score -2.190414e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89222 members 
Mstep: Class 2 contains 68032 members 
Entering Unmasked Estep 
Score: -21905858.000000 Penalty: 5934.946289
	Iteration 4Q: 3 clusters Score -2.190586e+07 nChanged 6880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94750 members 
Mstep: Class 2 contains 62504 members 
Entering Unmasked Estep 
Score: -21908976.000000 Penalty: 5934.946289
	Iteration 5Q: 3 clusters Score -2.190898e+07 nChanged 8991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102657 members 
Mstep: Class 2 contains 54597 members 
Entering Unmasked Estep 
Score: -21914102.000000 Penalty: 5934.946289
	Iteration 6F: 3 clusters Score -2.19141e+07 nChanged 11404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113171 members 
Mstep: Class 2 contains 44083 members 
Entering Unmasked Estep 
Score: -21923078.000000 Penalty: 5934.946289
	Iteration 7F: 3 clusters Score -2.192308e+07 nChanged 12463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124944 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -21934068.000000 Penalty: 5934.946289
	Iteration 8F: 3 clusters Score -2.193407e+07 nChanged 10732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135178 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -21944052.000000 Penalty: 5934.946289
	Iteration 9F: 3 clusters Score -2.194405e+07 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142270 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -21950600.000000 Penalty: 5934.946289
	Iteration 10Q: 3 clusters Score -2.19506e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146549 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -21954342.000000 Penalty: 5934.946289
	Iteration 11Q: 3 clusters Score -2.195434e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149264 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -21956362.000000 Penalty: 5934.946289
	Iteration 12Q: 3 clusters Score -2.195636e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151104 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -21957454.000000 Penalty: 5934.946289
	Iteration 13Q: 3 clusters Score -2.195745e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152405 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -21958274.000000 Penalty: 5934.946289
	Iteration 14Q: 3 clusters Score -2.195827e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153314 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -21958666.000000 Penalty: 5934.946289
	Iteration 15Q: 3 clusters Score -2.195867e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153999 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -21958930.000000 Penalty: 5934.946289
	Iteration 16Q: 3 clusters Score -2.195893e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154471 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -21959168.000000 Penalty: 5934.946289
	Iteration 17Q: 3 clusters Score -2.195917e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154802 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -21959350.000000 Penalty: 5934.946289
	Iteration 18Q: 3 clusters Score -2.195935e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155069 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -21959474.000000 Penalty: 5934.946289
	Iteration 19Q: 3 clusters Score -2.195947e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155254 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -21959542.000000 Penalty: 5934.946289
	Iteration 20F: 3 clusters Score -2.195954e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155382 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -21959620.000000 Penalty: 5934.946289
	Iteration 21Q: 3 clusters Score -2.195962e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155486 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -21959682.000000 Penalty: 5934.946289
	Iteration 22Q: 3 clusters Score -2.195968e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155568 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -21959738.000000 Penalty: 5934.946289
	Iteration 23Q: 3 clusters Score -2.195974e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155635 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -21959834.000000 Penalty: 5934.946289
	Iteration 24Q: 3 clusters Score -2.195983e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155669 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -21959854.000000 Penalty: 5934.946289
	Iteration 25Q: 3 clusters Score -2.195985e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155684 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -21959896.000000 Penalty: 5934.946289
	Iteration 26Q: 3 clusters Score -2.19599e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155687 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -21959936.000000 Penalty: 5934.946289
	Iteration 27Q: 3 clusters Score -2.195994e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155706 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -21959994.000000 Penalty: 5934.946289
	Iteration 28Q: 3 clusters Score -2.195999e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155718 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -21960066.000000 Penalty: 5934.946289
	Iteration 29Q: 3 clusters Score -2.196007e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155716 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -21960098.000000 Penalty: 5934.946289
	Iteration 30Q: 3 clusters Score -2.19601e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155702 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -21960146.000000 Penalty: 5934.946289
	Iteration 31Q: 3 clusters Score -2.196015e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155669 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -21960172.000000 Penalty: 5934.946289
	Iteration 32Q: 3 clusters Score -2.196017e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155640 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -21960230.000000 Penalty: 5934.946289
	Iteration 33Q: 3 clusters Score -2.196023e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155614 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -21960260.000000 Penalty: 5934.946289
	Iteration 34Q: 3 clusters Score -2.196026e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155600 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -21960298.000000 Penalty: 5934.946289
	Iteration 35Q: 3 clusters Score -2.19603e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155580 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -21960312.000000 Penalty: 5934.946289
	Iteration 36Q: 3 clusters Score -2.196031e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155564 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -21960324.000000 Penalty: 5934.946289
	Iteration 37Q: 3 clusters Score -2.196032e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155543 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -21960348.000000 Penalty: 5934.946289
	Iteration 38Q: 3 clusters Score -2.196035e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155521 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -21960346.000000 Penalty: 5934.946289
	Iteration 39Q: 3 clusters Score -2.196035e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155494 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -21960354.000000 Penalty: 5934.946289
	Iteration 40F: 3 clusters Score -2.196035e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155479 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -21960378.000000 Penalty: 5934.946289
	Iteration 41Q: 3 clusters Score -2.196038e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155459 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -21960404.000000 Penalty: 5934.946289
	Iteration 42Q: 3 clusters Score -2.19604e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155445 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -21960422.000000 Penalty: 5934.946289
	Iteration 43Q: 3 clusters Score -2.196042e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155419 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -21960444.000000 Penalty: 5934.946289
	Iteration 44Q: 3 clusters Score -2.196044e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155397 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -21960460.000000 Penalty: 5934.946289
	Iteration 45Q: 3 clusters Score -2.196046e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155389 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -21960450.000000 Penalty: 5934.946289
	Iteration 46Q: 3 clusters Score -2.196045e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155378 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -21960476.000000 Penalty: 5934.946289
	Iteration 47Q: 3 clusters Score -2.196048e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155371 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -21960460.000000 Penalty: 5934.946289
	Iteration 48Q: 3 clusters Score -2.196046e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155362 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -21960468.000000 Penalty: 5934.946289
	Iteration 49Q: 3 clusters Score -2.196047e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155356 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -21960492.000000 Penalty: 5934.946289
	Iteration 50Q: 3 clusters Score -2.196049e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155352 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -21960502.000000 Penalty: 5934.946289
	Iteration 51Q: 3 clusters Score -2.19605e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155342 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -21960496.000000 Penalty: 5934.946289
	Iteration 52Q: 3 clusters Score -2.19605e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155336 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -21960504.000000 Penalty: 5934.946289
	Iteration 53Q: 3 clusters Score -2.19605e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155325 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -21960506.000000 Penalty: 5934.946289
	Iteration 54Q: 3 clusters Score -2.196051e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155319 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -21960518.000000 Penalty: 5934.946289
	Iteration 55Q: 3 clusters Score -2.196052e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155311 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -21960520.000000 Penalty: 5934.946289
	Iteration 56Q: 3 clusters Score -2.196052e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155305 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -21960516.000000 Penalty: 5934.946289
	Iteration 57Q: 3 clusters Score -2.196052e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155299 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -21960528.000000 Penalty: 5934.946289
	Iteration 58Q: 3 clusters Score -2.196053e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155289 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -21960526.000000 Penalty: 5934.946289
	Iteration 59Q: 3 clusters Score -2.196053e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155282 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -21960524.000000 Penalty: 5934.946289
	Iteration 60F: 3 clusters Score -2.196052e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155277 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -21960528.000000 Penalty: 5934.946289
	Iteration 61Q: 3 clusters Score -2.196053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155274 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -21960538.000000 Penalty: 5934.946289
	Iteration 62Q: 3 clusters Score -2.196054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155272 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -21960524.000000 Penalty: 5934.946289
	Iteration 63Q: 3 clusters Score -2.196052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155268 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -21960536.000000 Penalty: 5934.946289
	Iteration 64Q: 3 clusters Score -2.196054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155262 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -21960550.000000 Penalty: 5934.946289
	Iteration 65Q: 3 clusters Score -2.196055e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155255 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -21960572.000000 Penalty: 5934.946289
	Iteration 66Q: 3 clusters Score -2.196057e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155251 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -21960592.000000 Penalty: 5934.946289
	Iteration 67Q: 3 clusters Score -2.196059e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155248 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -21960576.000000 Penalty: 5934.946289
	Iteration 68Q: 3 clusters Score -2.196058e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155242 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -21960572.000000 Penalty: 5934.946289
	Iteration 69Q: 3 clusters Score -2.196057e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155236 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -21960594.000000 Penalty: 5934.946289
	Iteration 70Q: 3 clusters Score -2.196059e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155231 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -21960582.000000 Penalty: 5934.946289
	Iteration 71Q: 3 clusters Score -2.196058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155227 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -21960604.000000 Penalty: 5934.946289
	Iteration 72Q: 3 clusters Score -2.19606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155227 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -21960614.000000 Penalty: 5934.946289
	Iteration 73Q: 3 clusters Score -2.196061e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155229 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -21960622.000000 Penalty: 5934.946289
	Iteration 74Q: 3 clusters Score -2.196062e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155231 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -21960604.000000 Penalty: 5934.946289
	Iteration 75Q: 3 clusters Score -2.19606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155235 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -21960604.000000 Penalty: 5934.946289
	Iteration 76Q: 3 clusters Score -2.19606e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155236 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -21960600.000000 Penalty: 5934.946289
	Iteration 77Q: 3 clusters Score -2.19606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155234 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -21960604.000000 Penalty: 5934.946289
	Iteration 78Q: 3 clusters Score -2.19606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155232 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -21960598.000000 Penalty: 5934.946289
	Iteration 79Q: 3 clusters Score -2.19606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155230 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -21960596.000000 Penalty: 5934.946289
	Iteration 80F: 3 clusters Score -2.19606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155229 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -21960604.000000 Penalty: 5934.946289
	Iteration 81Q: 3 clusters Score -2.19606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155230 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -21960596.000000 Penalty: 5934.946289
	Iteration 82Q: 3 clusters Score -2.19606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155230 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -21960606.000000 Penalty: 5934.946289
	Iteration 83Q: 3 clusters Score -2.196061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155231 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -21960612.000000 Penalty: 5934.946289
	Iteration 84Q: 3 clusters Score -2.196061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155232 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -21960622.000000 Penalty: 5934.946289
	Iteration 85Q: 3 clusters Score -2.196062e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155232 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -21960622.000000 Penalty: 5934.946289
	Iteration 86F: 3 clusters Score -2.196062e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Entering Unmasked Estep 
Score: -3903803.000000 Penalty: 2534.544922
	Iteration 0F: 2 clusters Score -3903803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -3884945.250000 Penalty: 5069.089844
	Iteration 0F: 3 clusters Score -3884945 nChanged 12218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -3891562.750000 Penalty: 5069.089844
	Iteration 1F: 3 clusters Score -3891563 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -3891917.000000 Penalty: 5069.089844
	Iteration 2Q: 3 clusters Score -3891917 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -3892221.250000 Penalty: 5069.089844
	Iteration 3Q: 3 clusters Score -3892221 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -3892507.750000 Penalty: 5069.089844
	Iteration 4Q: 3 clusters Score -3892508 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -3892834.750000 Penalty: 5069.089844
	Iteration 5Q: 3 clusters Score -3892835 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -3893263.250000 Penalty: 5069.089844
	Iteration 6Q: 3 clusters Score -3893263 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -3893848.750000 Penalty: 5069.089844
	Iteration 7Q: 3 clusters Score -3893849 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -3894692.250000 Penalty: 5069.089844
	Iteration 8F: 3 clusters Score -3894692 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -3895928.000000 Penalty: 5069.089844
	Iteration 9F: 3 clusters Score -3895928 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -3897428.250000 Penalty: 5069.089844
	Iteration 10F: 3 clusters Score -3897428 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -3898999.500000 Penalty: 5069.089844
	Iteration 11F: 3 clusters Score -3899000 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -3900210.000000 Penalty: 5069.089844
	Iteration 12Q: 3 clusters Score -3900210 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -3900919.500000 Penalty: 5069.089844
	Iteration 13Q: 3 clusters Score -3900920 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -3901239.000000 Penalty: 5069.089844
	Iteration 14Q: 3 clusters Score -3901239 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -3901381.000000 Penalty: 5069.089844
	Iteration 15Q: 3 clusters Score -3901381 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -3901473.000000 Penalty: 5069.089844
	Iteration 16Q: 3 clusters Score -3901473 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -3901542.500000 Penalty: 5069.089844
	Iteration 17Q: 3 clusters Score -3901542 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -3901583.500000 Penalty: 5069.089844
	Iteration 18Q: 3 clusters Score -3901584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -3901597.750000 Penalty: 5069.089844
	Iteration 19Q: 3 clusters Score -3901598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -3901609.500000 Penalty: 5069.089844
	Iteration 20F: 3 clusters Score -3901610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -3901617.000000 Penalty: 5069.089844
	Iteration 21Q: 3 clusters Score -3901617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -3901622.750000 Penalty: 5069.089844
	Iteration 22Q: 3 clusters Score -3901623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -3901628.500000 Penalty: 5069.089844
	Iteration 23Q: 3 clusters Score -3901628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -3901628.500000 Penalty: 5069.089844
	Iteration 24F: 3 clusters Score -3901628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Entering Unmasked Estep 
Score: -420316.218750 Penalty: 1997.364014
	Iteration 0F: 2 clusters Score -420316.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -416954.718750 Penalty: 3994.728027
	Iteration 0F: 3 clusters Score -416954.7 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -417676.437500 Penalty: 3994.728027
	Iteration 1F: 3 clusters Score -417676.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -417937.468750 Penalty: 3994.728027
	Iteration 2F: 3 clusters Score -417937.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -418188.187500 Penalty: 3994.728027
	Iteration 3F: 3 clusters Score -418188.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -418519.125000 Penalty: 3994.728027
	Iteration 4F: 3 clusters Score -418519.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -418871.437500 Penalty: 3994.728027
	Iteration 5F: 3 clusters Score -418871.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -419196.218750 Penalty: 3994.728027
	Iteration 6F: 3 clusters Score -419196.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -419405.125000 Penalty: 3994.728027
	Iteration 7F: 3 clusters Score -419405.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -419529.937500 Penalty: 3994.728027
	Iteration 8Q: 3 clusters Score -419529.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -419622.093750 Penalty: 3994.728027
	Iteration 9Q: 3 clusters Score -419622.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -419696.843750 Penalty: 3994.728027
	Iteration 10Q: 3 clusters Score -419696.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -419757.875000 Penalty: 3994.728027
	Iteration 11Q: 3 clusters Score -419757.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -419822.906250 Penalty: 3994.728027
	Iteration 12Q: 3 clusters Score -419822.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -419877.468750 Penalty: 3994.728027
	Iteration 13Q: 3 clusters Score -419877.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -419902.968750 Penalty: 3994.728027
	Iteration 14Q: 3 clusters Score -419903 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -419920.968750 Penalty: 3994.728027
	Iteration 15Q: 3 clusters Score -419921 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -419933.218750 Penalty: 3994.728027
	Iteration 16Q: 3 clusters Score -419933.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -419941.281250 Penalty: 3994.728027
	Iteration 17Q: 3 clusters Score -419941.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -419946.312500 Penalty: 3994.728027
	Iteration 18Q: 3 clusters Score -419946.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -419948.031250 Penalty: 3994.728027
	Iteration 19Q: 3 clusters Score -419948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -419949.343750 Penalty: 3994.728027
	Iteration 20F: 3 clusters Score -419949.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Entering Unmasked Estep 
Score: -33623.613281 Penalty: 1457.678467
	Iteration 0F: 2 clusters Score -33623.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -32527.966797 Penalty: 2915.356934
	Iteration 0F: 3 clusters Score -32527.97 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -33090.777344 Penalty: 2915.356934
	Iteration 1F: 3 clusters Score -33090.78 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33290.960938 Penalty: 2915.356934
	Iteration 2F: 3 clusters Score -33290.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -33396.609375 Penalty: 2915.356934
	Iteration 3Q: 3 clusters Score -33396.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -33439.531250 Penalty: 2915.356934
	Iteration 4Q: 3 clusters Score -33439.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -33520.304688 Penalty: 2915.356934
	Iteration 5Q: 3 clusters Score -33520.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -33674.113281 Penalty: 2915.356934
	Iteration 6F: 3 clusters Score -33674.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -33707.707031 Penalty: 2915.356934
	Iteration 7Q: 3 clusters Score -33707.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -33719.812500 Penalty: 2915.356934
	Iteration 8Q: 3 clusters Score -33719.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -33728.398438 Penalty: 2915.356934
	Iteration 9Q: 3 clusters Score -33728.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -33735.183594 Penalty: 2915.356934
	Iteration 10Q: 3 clusters Score -33735.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -33745.128906 Penalty: 2915.356934
	Iteration 11Q: 3 clusters Score -33745.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -33745.128906 Penalty: 2915.356934
	Iteration 12F: 3 clusters Score -33745.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1464 members 
Mstep: Class 4 contains 29841 members 
Mstep: Class 5 contains 180422 members 
Mstep: Class 6 contains 132074 members 
Mstep: Class 7 contains 8273 members 
Mstep: Class 8 contains 32280 members 
Mstep: Class 9 contains 18125 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 40082 members 
Mstep: Class 12 contains 750 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157254 members 
Mstep: Class 15 contains 27445 members 
Mstep: Class 16 contains 3146 members 
Mstep: Class 17 contains 244 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 2474 members 
Mstep: Class 21 contains 166572 members 
Mstep: Class 22 contains 88863 members 
Mstep: Class 23 contains 63848 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 113 members 
Entering Unmasked Estep 
Score: -132689112.000000 Penalty: 85410.039062
Splitting cluster 17 changes total score from -132691008.000000 to -132689112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -52981.796875 Penalty: 1499.748291
	Iteration 0F: 2 clusters Score -52981.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -51597.535156 Penalty: 2999.496582
	Iteration 0F: 3 clusters Score -51597.54 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -51759.675781 Penalty: 2999.496582
	Iteration 1F: 3 clusters Score -51759.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -51812.992188 Penalty: 2999.496582
	Iteration 2Q: 3 clusters Score -51812.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -51832.628906 Penalty: 2999.496582
	Iteration 3Q: 3 clusters Score -51832.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -51849.203125 Penalty: 2999.496582
	Iteration 4Q: 3 clusters Score -51849.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -51852.171875 Penalty: 2999.496582
	Iteration 5Q: 3 clusters Score -51852.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -51852.171875 Penalty: 2999.496582
	Iteration 6F: 3 clusters Score -51852.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Entering Unmasked Estep 
Score: -530573.312500 Penalty: 2047.316650
	Iteration 0F: 2 clusters Score -530573.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -526812.500000 Penalty: 4094.633301
	Iteration 0F: 3 clusters Score -526812.5 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -527677.062500 Penalty: 4094.633301
	Iteration 1F: 3 clusters Score -527677.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -527868.250000 Penalty: 4094.633301
	Iteration 2F: 3 clusters Score -527868.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -527989.750000 Penalty: 4094.633301
	Iteration 3Q: 3 clusters Score -527989.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -528059.000000 Penalty: 4094.633301
	Iteration 4Q: 3 clusters Score -528059 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -528122.125000 Penalty: 4094.633301
	Iteration 5Q: 3 clusters Score -528122.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -528181.625000 Penalty: 4094.633301
	Iteration 6Q: 3 clusters Score -528181.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -528238.500000 Penalty: 4094.633301
	Iteration 7Q: 3 clusters Score -528238.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -528301.375000 Penalty: 4094.633301
	Iteration 8Q: 3 clusters Score -528301.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -528352.562500 Penalty: 4094.633301
	Iteration 9Q: 3 clusters Score -528352.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -528397.875000 Penalty: 4094.633301
	Iteration 10Q: 3 clusters Score -528397.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -528452.375000 Penalty: 4094.633301
	Iteration 11Q: 3 clusters Score -528452.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -528506.062500 Penalty: 4094.633301
	Iteration 12Q: 3 clusters Score -528506.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -528565.125000 Penalty: 4094.633301
	Iteration 13Q: 3 clusters Score -528565.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -528624.125000 Penalty: 4094.633301
	Iteration 14Q: 3 clusters Score -528624.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -528684.562500 Penalty: 4094.633301
	Iteration 15Q: 3 clusters Score -528684.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -528745.812500 Penalty: 4094.633301
	Iteration 16Q: 3 clusters Score -528745.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -528810.875000 Penalty: 4094.633301
	Iteration 17Q: 3 clusters Score -528810.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -528867.625000 Penalty: 4094.633301
	Iteration 18Q: 3 clusters Score -528867.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -528915.437500 Penalty: 4094.633301
	Iteration 19Q: 3 clusters Score -528915.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -528961.125000 Penalty: 4094.633301
	Iteration 20F: 3 clusters Score -528961.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -529000.625000 Penalty: 4094.633301
	Iteration 21Q: 3 clusters Score -529000.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -529030.437500 Penalty: 4094.633301
	Iteration 22Q: 3 clusters Score -529030.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -529058.437500 Penalty: 4094.633301
	Iteration 23Q: 3 clusters Score -529058.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -529081.250000 Penalty: 4094.633301
	Iteration 24Q: 3 clusters Score -529081.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -529102.250000 Penalty: 4094.633301
	Iteration 25Q: 3 clusters Score -529102.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -529119.687500 Penalty: 4094.633301
	Iteration 26Q: 3 clusters Score -529119.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -529132.062500 Penalty: 4094.633301
	Iteration 27Q: 3 clusters Score -529132.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -529140.625000 Penalty: 4094.633301
	Iteration 28Q: 3 clusters Score -529140.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -529149.937500 Penalty: 4094.633301
	Iteration 29Q: 3 clusters Score -529149.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -529153.437500 Penalty: 4094.633301
	Iteration 30Q: 3 clusters Score -529153.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -529155.312500 Penalty: 4094.633301
	Iteration 31Q: 3 clusters Score -529155.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -529155.312500 Penalty: 4094.633301
	Iteration 32Q: 3 clusters Score -529155.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -529156.812500 Penalty: 4094.633301
	Iteration 33Q: 3 clusters Score -529156.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -529156.562500 Penalty: 4094.633301
	Iteration 34Q: 3 clusters Score -529156.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -529156.562500 Penalty: 4094.633301
	Iteration 35F: 3 clusters Score -529156.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Entering Unmasked Estep 
Score: -332164.062500 Penalty: 1937.770630
	Iteration 0F: 2 clusters Score -332164.1 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 1248 members 
Entering Unmasked Estep 
Score: -329209.375000 Penalty: 3875.541260
	Iteration 0F: 3 clusters Score -329209.4 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -329753.156250 Penalty: 3875.541260
	Iteration 1F: 3 clusters Score -329753.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -329924.312500 Penalty: 3875.541260
	Iteration 2F: 3 clusters Score -329924.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -330007.250000 Penalty: 3875.541260
	Iteration 3Q: 3 clusters Score -330007.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -330068.000000 Penalty: 3875.541260
	Iteration 4Q: 3 clusters Score -330068 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -330108.375000 Penalty: 3875.541260
	Iteration 5Q: 3 clusters Score -330108.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -330130.343750 Penalty: 3875.541260
	Iteration 6Q: 3 clusters Score -330130.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -330154.843750 Penalty: 3875.541260
	Iteration 7Q: 3 clusters Score -330154.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -330188.593750 Penalty: 3875.541260
	Iteration 8Q: 3 clusters Score -330188.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -330221.593750 Penalty: 3875.541260
	Iteration 9Q: 3 clusters Score -330221.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -330247.468750 Penalty: 3875.541260
	Iteration 10Q: 3 clusters Score -330247.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -330271.468750 Penalty: 3875.541260
	Iteration 11Q: 3 clusters Score -330271.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -330292.468750 Penalty: 3875.541260
	Iteration 12Q: 3 clusters Score -330292.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -330308.625000 Penalty: 3875.541260
	Iteration 13Q: 3 clusters Score -330308.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -330322.031250 Penalty: 3875.541260
	Iteration 14Q: 3 clusters Score -330322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -330338.125000 Penalty: 3875.541260
	Iteration 15Q: 3 clusters Score -330338.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -330358.218750 Penalty: 3875.541260
	Iteration 16Q: 3 clusters Score -330358.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -330374.656250 Penalty: 3875.541260
	Iteration 17Q: 3 clusters Score -330374.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -330389.093750 Penalty: 3875.541260
	Iteration 18Q: 3 clusters Score -330389.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -330400.906250 Penalty: 3875.541260
	Iteration 19Q: 3 clusters Score -330400.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -330413.312500 Penalty: 3875.541260
	Iteration 20F: 3 clusters Score -330413.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -330421.468750 Penalty: 3875.541260
	Iteration 21Q: 3 clusters Score -330421.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -330425.187500 Penalty: 3875.541260
	Iteration 22Q: 3 clusters Score -330425.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -330428.531250 Penalty: 3875.541260
	Iteration 23Q: 3 clusters Score -330428.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -330432.000000 Penalty: 3875.541260
	Iteration 24Q: 3 clusters Score -330432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -330436.000000 Penalty: 3875.541260
	Iteration 25Q: 3 clusters Score -330436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -330437.937500 Penalty: 3875.541260
	Iteration 26Q: 3 clusters Score -330437.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -330438.906250 Penalty: 3875.541260
	Iteration 27Q: 3 clusters Score -330438.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -330438.750000 Penalty: 3875.541260
	Iteration 28Q: 3 clusters Score -330438.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -330439.406250 Penalty: 3875.541260
	Iteration 29Q: 3 clusters Score -330439.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -330440.375000 Penalty: 3875.541260
	Iteration 30Q: 3 clusters Score -330440.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -330441.125000 Penalty: 3875.541260
	Iteration 31Q: 3 clusters Score -330441.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -330441.125000 Penalty: 3875.541260
	Iteration 32F: 3 clusters Score -330441.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (166572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166572 members 
Entering Unmasked Estep 
Score: -23262788.000000 Penalty: 2981.749268
	Iteration 0F: 2 clusters Score -2.326279e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83494 members 
Mstep: Class 2 contains 83078 members 
Entering Unmasked Estep 
Score: -23155172.000000 Penalty: 5963.498535
	Iteration 0F: 3 clusters Score -2.315517e+07 nChanged 79791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85975 members 
Mstep: Class 2 contains 80597 members 
Entering Unmasked Estep 
Score: -23201074.000000 Penalty: 5963.498535
	Iteration 1F: 3 clusters Score -2.320107e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87663 members 
Mstep: Class 2 contains 78909 members 
Entering Unmasked Estep 
Score: -23202090.000000 Penalty: 5963.498535
	Iteration 2Q: 3 clusters Score -2.320209e+07 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90243 members 
Mstep: Class 2 contains 76329 members 
Entering Unmasked Estep 
Score: -23203448.000000 Penalty: 5963.498535
	Iteration 3Q: 3 clusters Score -2.320345e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94110 members 
Mstep: Class 2 contains 72462 members 
Entering Unmasked Estep 
Score: -23205474.000000 Penalty: 5963.498535
	Iteration 4Q: 3 clusters Score -2.320547e+07 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99821 members 
Mstep: Class 2 contains 66751 members 
Entering Unmasked Estep 
Score: -23208964.000000 Penalty: 5963.498535
	Iteration 5Q: 3 clusters Score -2.320896e+07 nChanged 9144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107621 members 
Mstep: Class 2 contains 58951 members 
Entering Unmasked Estep 
Score: -23214674.000000 Penalty: 5963.498535
	Iteration 6F: 3 clusters Score -2.321467e+07 nChanged 10695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117242 members 
Mstep: Class 2 contains 49330 members 
Entering Unmasked Estep 
Score: -23222846.000000 Penalty: 5963.498535
	Iteration 7F: 3 clusters Score -2.322285e+07 nChanged 11261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127521 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -23232374.000000 Penalty: 5963.498535
	Iteration 8F: 3 clusters Score -2.323237e+07 nChanged 9878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136397 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
Score: -23240876.000000 Penalty: 5963.498535
	Iteration 9F: 3 clusters Score -2.324088e+07 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143080 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -23246836.000000 Penalty: 5963.498535
	Iteration 10Q: 3 clusters Score -2.324684e+07 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147979 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -23250806.000000 Penalty: 5963.498535
	Iteration 11Q: 3 clusters Score -2.325081e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151913 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -23253542.000000 Penalty: 5963.498535
	Iteration 12Q: 3 clusters Score -2.325354e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155153 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -23255760.000000 Penalty: 5963.498535
	Iteration 13Q: 3 clusters Score -2.325576e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158014 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -23257614.000000 Penalty: 5963.498535
	Iteration 14Q: 3 clusters Score -2.325761e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160401 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -23258814.000000 Penalty: 5963.498535
	Iteration 15Q: 3 clusters Score -2.325881e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162228 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -23259496.000000 Penalty: 5963.498535
	Iteration 16Q: 3 clusters Score -2.32595e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163464 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -23259806.000000 Penalty: 5963.498535
	Iteration 17Q: 3 clusters Score -2.325981e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164271 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -23259938.000000 Penalty: 5963.498535
	Iteration 18Q: 3 clusters Score -2.325994e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164787 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -23260058.000000 Penalty: 5963.498535
	Iteration 19Q: 3 clusters Score -2.326006e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165143 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -23260150.000000 Penalty: 5963.498535
	Iteration 20F: 3 clusters Score -2.326015e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165381 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -23260204.000000 Penalty: 5963.498535
	Iteration 21Q: 3 clusters Score -2.32602e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165551 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -23260190.000000 Penalty: 5963.498535
	Iteration 22Q: 3 clusters Score -2.326019e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165643 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -23260258.000000 Penalty: 5963.498535
	Iteration 23Q: 3 clusters Score -2.326026e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165708 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -23260292.000000 Penalty: 5963.498535
	Iteration 24Q: 3 clusters Score -2.326029e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165753 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -23260294.000000 Penalty: 5963.498535
	Iteration 25Q: 3 clusters Score -2.326029e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165795 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -23260314.000000 Penalty: 5963.498535
	Iteration 26Q: 3 clusters Score -2.326031e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165826 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -23260306.000000 Penalty: 5963.498535
	Iteration 27Q: 3 clusters Score -2.326031e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165851 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -23260328.000000 Penalty: 5963.498535
	Iteration 28Q: 3 clusters Score -2.326033e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165868 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -23260312.000000 Penalty: 5963.498535
	Iteration 29Q: 3 clusters Score -2.326031e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165887 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -23260326.000000 Penalty: 5963.498535
	Iteration 30Q: 3 clusters Score -2.326033e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165895 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -23260338.000000 Penalty: 5963.498535
	Iteration 31Q: 3 clusters Score -2.326034e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165905 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -23260360.000000 Penalty: 5963.498535
	Iteration 32Q: 3 clusters Score -2.326036e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165921 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -23260352.000000 Penalty: 5963.498535
	Iteration 33Q: 3 clusters Score -2.326035e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165932 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -23260356.000000 Penalty: 5963.498535
	Iteration 34Q: 3 clusters Score -2.326036e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165938 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -23260368.000000 Penalty: 5963.498535
	Iteration 35Q: 3 clusters Score -2.326037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165942 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -23260364.000000 Penalty: 5963.498535
	Iteration 36Q: 3 clusters Score -2.326036e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165946 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -23260354.000000 Penalty: 5963.498535
	Iteration 37Q: 3 clusters Score -2.326035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165948 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -23260356.000000 Penalty: 5963.498535
	Iteration 38Q: 3 clusters Score -2.326036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165953 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -23260358.000000 Penalty: 5963.498535
	Iteration 39Q: 3 clusters Score -2.326036e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165959 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -23260360.000000 Penalty: 5963.498535
	Iteration 40F: 3 clusters Score -2.326036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165963 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -23260368.000000 Penalty: 5963.498535
	Iteration 41Q: 3 clusters Score -2.326037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165966 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -23260380.000000 Penalty: 5963.498535
	Iteration 42Q: 3 clusters Score -2.326038e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165969 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -23260390.000000 Penalty: 5963.498535
	Iteration 43Q: 3 clusters Score -2.326039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165970 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -23260390.000000 Penalty: 5963.498535
	Iteration 44Q: 3 clusters Score -2.326039e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165976 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -23260386.000000 Penalty: 5963.498535
	Iteration 45Q: 3 clusters Score -2.326039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165977 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -23260394.000000 Penalty: 5963.498535
	Iteration 46Q: 3 clusters Score -2.326039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165978 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -23260394.000000 Penalty: 5963.498535
	Iteration 47Q: 3 clusters Score -2.326039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165981 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -23260394.000000 Penalty: 5963.498535
	Iteration 48Q: 3 clusters Score -2.326039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165981 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -23260384.000000 Penalty: 5963.498535
	Iteration 49Q: 3 clusters Score -2.326038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165981 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -23260384.000000 Penalty: 5963.498535
	Iteration 50F: 3 clusters Score -2.326038e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (88863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88863 members 
Entering Unmasked Estep 
Score: -12559943.000000 Penalty: 2825.923096
	Iteration 0F: 2 clusters Score -1.255994e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44387 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -12500899.000000 Penalty: 5651.846191
	Iteration 0F: 3 clusters Score -1.25009e+07 nChanged 41738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44047 members 
Mstep: Class 2 contains 44816 members 
Entering Unmasked Estep 
Score: -12524609.000000 Penalty: 5651.846191
	Iteration 1F: 3 clusters Score -1.252461e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 45125 members 
Entering Unmasked Estep 
Score: -12525358.000000 Penalty: 5651.846191
	Iteration 2Q: 3 clusters Score -1.252536e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43342 members 
Mstep: Class 2 contains 45521 members 
Entering Unmasked Estep 
Score: -12526400.000000 Penalty: 5651.846191
	Iteration 3Q: 3 clusters Score -1.25264e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42819 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -12527637.000000 Penalty: 5651.846191
	Iteration 4Q: 3 clusters Score -1.252764e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 46751 members 
Entering Unmasked Estep 
Score: -12529106.000000 Penalty: 5651.846191
	Iteration 5Q: 3 clusters Score -1.252911e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41125 members 
Mstep: Class 2 contains 47738 members 
Entering Unmasked Estep 
Score: -12531493.000000 Penalty: 5651.846191
	Iteration 6Q: 3 clusters Score -1.253149e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39794 members 
Mstep: Class 2 contains 49069 members 
Entering Unmasked Estep 
Score: -12534455.000000 Penalty: 5651.846191
	Iteration 7F: 3 clusters Score -1.253446e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 50286 members 
Entering Unmasked Estep 
Score: -12538076.000000 Penalty: 5651.846191
	Iteration 8F: 3 clusters Score -1.253808e+07 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 51312 members 
Entering Unmasked Estep 
Score: -12541591.000000 Penalty: 5651.846191
	Iteration 9F: 3 clusters Score -1.254159e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 51973 members 
Entering Unmasked Estep 
Score: -12544366.000000 Penalty: 5651.846191
	Iteration 10F: 3 clusters Score -1.254437e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 52292 members 
Entering Unmasked Estep 
Score: -12545869.000000 Penalty: 5651.846191
	Iteration 11Q: 3 clusters Score -1.254587e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36366 members 
Mstep: Class 2 contains 52497 members 
Entering Unmasked Estep 
Score: -12546694.000000 Penalty: 5651.846191
	Iteration 12Q: 3 clusters Score -1.254669e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 52670 members 
Entering Unmasked Estep 
Score: -12547108.000000 Penalty: 5651.846191
	Iteration 13Q: 3 clusters Score -1.254711e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 52719 members 
Entering Unmasked Estep 
Score: -12547471.000000 Penalty: 5651.846191
	Iteration 14Q: 3 clusters Score -1.254747e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 52783 members 
Entering Unmasked Estep 
Score: -12547768.000000 Penalty: 5651.846191
	Iteration 15Q: 3 clusters Score -1.254777e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 52810 members 
Entering Unmasked Estep 
Score: -12548063.000000 Penalty: 5651.846191
	Iteration 16Q: 3 clusters Score -1.254806e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 52830 members 
Entering Unmasked Estep 
Score: -12548407.000000 Penalty: 5651.846191
	Iteration 17Q: 3 clusters Score -1.254841e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 52872 members 
Entering Unmasked Estep 
Score: -12548726.000000 Penalty: 5651.846191
	Iteration 18Q: 3 clusters Score -1.254873e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 52946 members 
Entering Unmasked Estep 
Score: -12548961.000000 Penalty: 5651.846191
	Iteration 19Q: 3 clusters Score -1.254896e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 53067 members 
Entering Unmasked Estep 
Score: -12549212.000000 Penalty: 5651.846191
	Iteration 20F: 3 clusters Score -1.254921e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 53253 members 
Entering Unmasked Estep 
Score: -12549569.000000 Penalty: 5651.846191
	Iteration 21Q: 3 clusters Score -1.254957e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Mstep: Class 2 contains 53476 members 
Entering Unmasked Estep 
Score: -12549806.000000 Penalty: 5651.846191
	Iteration 22Q: 3 clusters Score -1.254981e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 53749 members 
Entering Unmasked Estep 
Score: -12550124.000000 Penalty: 5651.846191
	Iteration 23Q: 3 clusters Score -1.255012e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 53985 members 
Entering Unmasked Estep 
Score: -12550265.000000 Penalty: 5651.846191
	Iteration 24Q: 3 clusters Score -1.255026e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 54264 members 
Entering Unmasked Estep 
Score: -12550492.000000 Penalty: 5651.846191
	Iteration 25Q: 3 clusters Score -1.255049e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 54618 members 
Entering Unmasked Estep 
Score: -12550653.000000 Penalty: 5651.846191
	Iteration 26Q: 3 clusters Score -1.255065e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 55005 members 
Entering Unmasked Estep 
Score: -12550880.000000 Penalty: 5651.846191
	Iteration 27Q: 3 clusters Score -1.255088e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 55481 members 
Entering Unmasked Estep 
Score: -12551053.000000 Penalty: 5651.846191
	Iteration 28Q: 3 clusters Score -1.255105e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 56005 members 
Entering Unmasked Estep 
Score: -12551229.000000 Penalty: 5651.846191
	Iteration 29Q: 3 clusters Score -1.255123e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 56668 members 
Entering Unmasked Estep 
Score: -12551563.000000 Penalty: 5651.846191
	Iteration 30Q: 3 clusters Score -1.255156e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 57393 members 
Entering Unmasked Estep 
Score: -12551784.000000 Penalty: 5651.846191
	Iteration 31Q: 3 clusters Score -1.255178e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30564 members 
Mstep: Class 2 contains 58299 members 
Entering Unmasked Estep 
Score: -12552055.000000 Penalty: 5651.846191
	Iteration 32Q: 3 clusters Score -1.255206e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29542 members 
Mstep: Class 2 contains 59321 members 
Entering Unmasked Estep 
Score: -12552512.000000 Penalty: 5651.846191
	Iteration 33Q: 3 clusters Score -1.255251e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 60402 members 
Entering Unmasked Estep 
Score: -12553038.000000 Penalty: 5651.846191
	Iteration 34Q: 3 clusters Score -1.255304e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 61558 members 
Entering Unmasked Estep 
Score: -12553713.000000 Penalty: 5651.846191
	Iteration 35Q: 3 clusters Score -1.255371e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 62762 members 
Entering Unmasked Estep 
Score: -12554389.000000 Penalty: 5651.846191
	Iteration 36Q: 3 clusters Score -1.255439e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 63955 members 
Entering Unmasked Estep 
Score: -12555043.000000 Penalty: 5651.846191
	Iteration 37Q: 3 clusters Score -1.255504e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 65089 members 
Entering Unmasked Estep 
Score: -12555584.000000 Penalty: 5651.846191
	Iteration 38Q: 3 clusters Score -1.255558e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 66178 members 
Entering Unmasked Estep 
Score: -12556037.000000 Penalty: 5651.846191
	Iteration 39Q: 3 clusters Score -1.255604e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 67160 members 
Entering Unmasked Estep 
Score: -12556425.000000 Penalty: 5651.846191
	Iteration 40F: 3 clusters Score -1.255642e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 68029 members 
Entering Unmasked Estep 
Score: -12556740.000000 Penalty: 5651.846191
	Iteration 41Q: 3 clusters Score -1.255674e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 68796 members 
Entering Unmasked Estep 
Score: -12556951.000000 Penalty: 5651.846191
	Iteration 42Q: 3 clusters Score -1.255695e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 69429 members 
Entering Unmasked Estep 
Score: -12557107.000000 Penalty: 5651.846191
	Iteration 43Q: 3 clusters Score -1.255711e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 70010 members 
Entering Unmasked Estep 
Score: -12557197.000000 Penalty: 5651.846191
	Iteration 44Q: 3 clusters Score -1.25572e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 70557 members 
Entering Unmasked Estep 
Score: -12557262.000000 Penalty: 5651.846191
	Iteration 45Q: 3 clusters Score -1.255726e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 71037 members 
Entering Unmasked Estep 
Score: -12557367.000000 Penalty: 5651.846191
	Iteration 46Q: 3 clusters Score -1.255737e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 71431 members 
Entering Unmasked Estep 
Score: -12557418.000000 Penalty: 5651.846191
	Iteration 47Q: 3 clusters Score -1.255742e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 71791 members 
Entering Unmasked Estep 
Score: -12557438.000000 Penalty: 5651.846191
	Iteration 48Q: 3 clusters Score -1.255744e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 72094 members 
Entering Unmasked Estep 
Score: -12557464.000000 Penalty: 5651.846191
	Iteration 49Q: 3 clusters Score -1.255746e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 72361 members 
Entering Unmasked Estep 
Score: -12557495.000000 Penalty: 5651.846191
	Iteration 50Q: 3 clusters Score -1.25575e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 72584 members 
Entering Unmasked Estep 
Score: -12557512.000000 Penalty: 5651.846191
	Iteration 51Q: 3 clusters Score -1.255751e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 72799 members 
Entering Unmasked Estep 
Score: -12557508.000000 Penalty: 5651.846191
	Iteration 52Q: 3 clusters Score -1.255751e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 72988 members 
Entering Unmasked Estep 
Score: -12557569.000000 Penalty: 5651.846191
	Iteration 53Q: 3 clusters Score -1.255757e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 73156 members 
Entering Unmasked Estep 
Score: -12557580.000000 Penalty: 5651.846191
	Iteration 54Q: 3 clusters Score -1.255758e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 73292 members 
Entering Unmasked Estep 
Score: -12557593.000000 Penalty: 5651.846191
	Iteration 55Q: 3 clusters Score -1.255759e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 73429 members 
Entering Unmasked Estep 
Score: -12557590.000000 Penalty: 5651.846191
	Iteration 56Q: 3 clusters Score -1.255759e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 73556 members 
Entering Unmasked Estep 
Score: -12557617.000000 Penalty: 5651.846191
	Iteration 57Q: 3 clusters Score -1.255762e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 73661 members 
Entering Unmasked Estep 
Score: -12557625.000000 Penalty: 5651.846191
	Iteration 58Q: 3 clusters Score -1.255762e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 73767 members 
Entering Unmasked Estep 
Score: -12557638.000000 Penalty: 5651.846191
	Iteration 59Q: 3 clusters Score -1.255764e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 73877 members 
Entering Unmasked Estep 
Score: -12557650.000000 Penalty: 5651.846191
	Iteration 60F: 3 clusters Score -1.255765e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 73978 members 
Entering Unmasked Estep 
Score: -12557635.000000 Penalty: 5651.846191
	Iteration 61Q: 3 clusters Score -1.255764e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 74077 members 
Entering Unmasked Estep 
Score: -12557634.000000 Penalty: 5651.846191
	Iteration 62Q: 3 clusters Score -1.255763e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 74176 members 
Entering Unmasked Estep 
Score: -12557644.000000 Penalty: 5651.846191
	Iteration 63Q: 3 clusters Score -1.255764e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 74266 members 
Entering Unmasked Estep 
Score: -12557650.000000 Penalty: 5651.846191
	Iteration 64Q: 3 clusters Score -1.255765e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 74362 members 
Entering Unmasked Estep 
Score: -12557676.000000 Penalty: 5651.846191
	Iteration 65Q: 3 clusters Score -1.255768e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 74463 members 
Entering Unmasked Estep 
Score: -12557694.000000 Penalty: 5651.846191
	Iteration 66Q: 3 clusters Score -1.255769e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 74552 members 
Entering Unmasked Estep 
Score: -12557722.000000 Penalty: 5651.846191
	Iteration 67Q: 3 clusters Score -1.255772e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 74632 members 
Entering Unmasked Estep 
Score: -12557731.000000 Penalty: 5651.846191
	Iteration 68Q: 3 clusters Score -1.255773e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 74692 members 
Entering Unmasked Estep 
Score: -12557716.000000 Penalty: 5651.846191
	Iteration 69Q: 3 clusters Score -1.255772e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 74745 members 
Entering Unmasked Estep 
Score: -12557729.000000 Penalty: 5651.846191
	Iteration 70Q: 3 clusters Score -1.255773e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 74804 members 
Entering Unmasked Estep 
Score: -12557726.000000 Penalty: 5651.846191
	Iteration 71Q: 3 clusters Score -1.255773e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 74861 members 
Entering Unmasked Estep 
Score: -12557722.000000 Penalty: 5651.846191
	Iteration 72Q: 3 clusters Score -1.255772e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 74923 members 
Entering Unmasked Estep 
Score: -12557732.000000 Penalty: 5651.846191
	Iteration 73Q: 3 clusters Score -1.255773e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 74971 members 
Entering Unmasked Estep 
Score: -12557733.000000 Penalty: 5651.846191
	Iteration 74Q: 3 clusters Score -1.255773e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 75007 members 
Entering Unmasked Estep 
Score: -12557722.000000 Penalty: 5651.846191
	Iteration 75Q: 3 clusters Score -1.255772e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 75053 members 
Entering Unmasked Estep 
Score: -12557731.000000 Penalty: 5651.846191
	Iteration 76Q: 3 clusters Score -1.255773e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 75095 members 
Entering Unmasked Estep 
Score: -12557739.000000 Penalty: 5651.846191
	Iteration 77Q: 3 clusters Score -1.255774e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 75132 members 
Entering Unmasked Estep 
Score: -12557730.000000 Penalty: 5651.846191
	Iteration 78Q: 3 clusters Score -1.255773e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 75169 members 
Entering Unmasked Estep 
Score: -12557711.000000 Penalty: 5651.846191
	Iteration 79Q: 3 clusters Score -1.255771e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 75213 members 
Entering Unmasked Estep 
Score: -12557728.000000 Penalty: 5651.846191
	Iteration 80F: 3 clusters Score -1.255773e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 75258 members 
Entering Unmasked Estep 
Score: -12557739.000000 Penalty: 5651.846191
	Iteration 81Q: 3 clusters Score -1.255774e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 75306 members 
Entering Unmasked Estep 
Score: -12557740.000000 Penalty: 5651.846191
	Iteration 82Q: 3 clusters Score -1.255774e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 75346 members 
Entering Unmasked Estep 
Score: -12557740.000000 Penalty: 5651.846191
	Iteration 83Q: 3 clusters Score -1.255774e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 75377 members 
Entering Unmasked Estep 
Score: -12557730.000000 Penalty: 5651.846191
	Iteration 84Q: 3 clusters Score -1.255773e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 75398 members 
Entering Unmasked Estep 
Score: -12557729.000000 Penalty: 5651.846191
	Iteration 85Q: 3 clusters Score -1.255773e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 75423 members 
Entering Unmasked Estep 
Score: -12557736.000000 Penalty: 5651.846191
	Iteration 86Q: 3 clusters Score -1.255774e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 75448 members 
Entering Unmasked Estep 
Score: -12557720.000000 Penalty: 5651.846191
	Iteration 87Q: 3 clusters Score -1.255772e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 75480 members 
Entering Unmasked Estep 
Score: -12557717.000000 Penalty: 5651.846191
	Iteration 88Q: 3 clusters Score -1.255772e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 75509 members 
Entering Unmasked Estep 
Score: -12557733.000000 Penalty: 5651.846191
	Iteration 89Q: 3 clusters Score -1.255773e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 75540 members 
Entering Unmasked Estep 
Score: -12557736.000000 Penalty: 5651.846191
	Iteration 90Q: 3 clusters Score -1.255774e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 75563 members 
Entering Unmasked Estep 
Score: -12557722.000000 Penalty: 5651.846191
	Iteration 91Q: 3 clusters Score -1.255772e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 75587 members 
Entering Unmasked Estep 
Score: -12557734.000000 Penalty: 5651.846191
	Iteration 92Q: 3 clusters Score -1.255773e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 75611 members 
Entering Unmasked Estep 
Score: -12557744.000000 Penalty: 5651.846191
	Iteration 93Q: 3 clusters Score -1.255774e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 75636 members 
Entering Unmasked Estep 
Score: -12557738.000000 Penalty: 5651.846191
	Iteration 94Q: 3 clusters Score -1.255774e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 75652 members 
Entering Unmasked Estep 
Score: -12557741.000000 Penalty: 5651.846191
	Iteration 95Q: 3 clusters Score -1.255774e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 75660 members 
Entering Unmasked Estep 
Score: -12557739.000000 Penalty: 5651.846191
	Iteration 96Q: 3 clusters Score -1.255774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 75666 members 
Entering Unmasked Estep 
Score: -12557743.000000 Penalty: 5651.846191
	Iteration 97Q: 3 clusters Score -1.255774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 75669 members 
Entering Unmasked Estep 
Score: -12557750.000000 Penalty: 5651.846191
	Iteration 98Q: 3 clusters Score -1.255775e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 75674 members 
Entering Unmasked Estep 
Score: -12557761.000000 Penalty: 5651.846191
	Iteration 99Q: 3 clusters Score -1.255776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 75679 members 
Entering Unmasked Estep 
Score: -12557756.000000 Penalty: 5651.846191
	Iteration 100F: 3 clusters Score -1.255776e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 75686 members 
Entering Unmasked Estep 
Score: -12557756.000000 Penalty: 5651.846191
	Iteration 101Q: 3 clusters Score -1.255776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 75689 members 
Entering Unmasked Estep 
Score: -12557756.000000 Penalty: 5651.846191
	Iteration 102Q: 3 clusters Score -1.255776e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 75690 members 
Entering Unmasked Estep 
Score: -12557750.000000 Penalty: 5651.846191
	Iteration 103Q: 3 clusters Score -1.255775e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 75690 members 
Entering Unmasked Estep 
Score: -12557750.000000 Penalty: 5651.846191
	Iteration 104F: 3 clusters Score -1.255775e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (63848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63848 members 
Entering Unmasked Estep 
Score: -8997573.000000 Penalty: 2743.936523
	Iteration 0F: 2 clusters Score -8997573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -8954664.000000 Penalty: 5487.873047
	Iteration 0F: 3 clusters Score -8954664 nChanged 29662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -8971449.000000 Penalty: 5487.873047
	Iteration 1F: 3 clusters Score -8971449 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34405 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -8971949.000000 Penalty: 5487.873047
	Iteration 2Q: 3 clusters Score -8971949 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -8972506.000000 Penalty: 5487.873047
	Iteration 3Q: 3 clusters Score -8972506 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37513 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -8973283.000000 Penalty: 5487.873047
	Iteration 4Q: 3 clusters Score -8973283 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -8974486.000000 Penalty: 5487.873047
	Iteration 5Q: 3 clusters Score -8974486 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -8976730.000000 Penalty: 5487.873047
	Iteration 6F: 3 clusters Score -8976730 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48724 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -8980382.000000 Penalty: 5487.873047
	Iteration 7F: 3 clusters Score -8980382 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54328 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -8985648.000000 Penalty: 5487.873047
	Iteration 8F: 3 clusters Score -8985648 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59240 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -8990792.000000 Penalty: 5487.873047
	Iteration 9F: 3 clusters Score -8990792 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62114 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -8993648.000000 Penalty: 5487.873047
	Iteration 10Q: 3 clusters Score -8993648 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63130 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -8994645.000000 Penalty: 5487.873047
	Iteration 11Q: 3 clusters Score -8994645 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63432 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -8994996.000000 Penalty: 5487.873047
	Iteration 12Q: 3 clusters Score -8994996 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63521 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8995095.000000 Penalty: 5487.873047
	Iteration 13Q: 3 clusters Score -8995095 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63544 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8995145.000000 Penalty: 5487.873047
	Iteration 14Q: 3 clusters Score -8995145 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63559 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -8995170.000000 Penalty: 5487.873047
	Iteration 15Q: 3 clusters Score -8995170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63559 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -8995187.000000 Penalty: 5487.873047
	Iteration 16Q: 3 clusters Score -8995187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63562 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -8995187.000000 Penalty: 5487.873047
	Iteration 17Q: 3 clusters Score -8995187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63566 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -8995188.000000 Penalty: 5487.873047
	Iteration 18Q: 3 clusters Score -8995188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63568 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8995197.000000 Penalty: 5487.873047
	Iteration 19Q: 3 clusters Score -8995197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63566 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -8995201.000000 Penalty: 5487.873047
	Iteration 20F: 3 clusters Score -8995201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63567 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8995198.000000 Penalty: 5487.873047
	Iteration 21Q: 3 clusters Score -8995198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63568 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8995207.000000 Penalty: 5487.873047
	Iteration 22Q: 3 clusters Score -8995207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63567 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8995210.000000 Penalty: 5487.873047
	Iteration 23Q: 3 clusters Score -8995210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63570 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8995208.000000 Penalty: 5487.873047
	Iteration 24Q: 3 clusters Score -8995208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63571 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8995218.000000 Penalty: 5487.873047
	Iteration 25Q: 3 clusters Score -8995218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63573 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8995214.000000 Penalty: 5487.873047
	Iteration 26Q: 3 clusters Score -8995214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63572 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8995218.000000 Penalty: 5487.873047
	Iteration 27Q: 3 clusters Score -8995218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63571 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8995216.000000 Penalty: 5487.873047
	Iteration 28Q: 3 clusters Score -8995216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63572 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8995214.000000 Penalty: 5487.873047
	Iteration 29Q: 3 clusters Score -8995214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63573 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8995217.000000 Penalty: 5487.873047
	Iteration 30Q: 3 clusters Score -8995217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63574 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -8995222.000000 Penalty: 5487.873047
	Iteration 31Q: 3 clusters Score -8995222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63575 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8995223.000000 Penalty: 5487.873047
	Iteration 32Q: 3 clusters Score -8995223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63575 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8995223.000000 Penalty: 5487.873047
	Iteration 33F: 3 clusters Score -8995223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Entering Unmasked Estep 
Score: -64198.160156 Penalty: 1563.956299
	Iteration 0F: 2 clusters Score -64198.16 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 277 members 
Entering Unmasked Estep 
Score: -62670.343750 Penalty: 3127.912598
	Iteration 0F: 3 clusters Score -62670.34 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -62984.746094 Penalty: 3127.912598
	Iteration 1F: 3 clusters Score -62984.75 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -63178.152344 Penalty: 3127.912598
	Iteration 2F: 3 clusters Score -63178.15 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -63334.652344 Penalty: 3127.912598
	Iteration 3F: 3 clusters Score -63334.65 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -63561.648438 Penalty: 3127.912598
	Iteration 4F: 3 clusters Score -63561.65 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -63846.785156 Penalty: 3127.912598
	Iteration 5F: 3 clusters Score -63846.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -63948.429688 Penalty: 3127.912598
	Iteration 6Q: 3 clusters Score -63948.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -64049.535156 Penalty: 3127.912598
	Iteration 7Q: 3 clusters Score -64049.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -64208.625000 Penalty: 3127.912598
	Iteration 8Q: 3 clusters Score -64208.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -64447.136719 Penalty: 3127.912598
	Iteration 9Q: 3 clusters Score -64447.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -64532.222656 Penalty: 3127.912598
	Iteration 10Q: 3 clusters Score -64532.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -64597.195312 Penalty: 3127.912598
	Iteration 11Q: 3 clusters Score -64597.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -64618.839844 Penalty: 3127.912598
	Iteration 12Q: 3 clusters Score -64618.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -64640.324219 Penalty: 3127.912598
	Iteration 13Q: 3 clusters Score -64640.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -64666.058594 Penalty: 3127.912598
	Iteration 14Q: 3 clusters Score -64666.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -64711.093750 Penalty: 3127.912598
	Iteration 15Q: 3 clusters Score -64711.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -64805.949219 Penalty: 3127.912598
	Iteration 16Q: 3 clusters Score -64805.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -64866.605469 Penalty: 3127.912598
	Iteration 17Q: 3 clusters Score -64866.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -64991.585938 Penalty: 3127.912598
	Iteration 18Q: 3 clusters Score -64991.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -65095.945312 Penalty: 3127.912598
	Iteration 19Q: 3 clusters Score -65095.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -65151.632812 Penalty: 3127.912598
	Iteration 20F: 3 clusters Score -65151.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -65223.277344 Penalty: 3127.912598
	Iteration 21Q: 3 clusters Score -65223.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -65372.847656 Penalty: 3127.912598
	Iteration 22Q: 3 clusters Score -65372.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -65460.964844 Penalty: 3127.912598
	Iteration 23Q: 3 clusters Score -65460.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -65460.964844 Penalty: 3127.912598
	Iteration 24F: 3 clusters Score -65460.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1464 members 
Mstep: Class 4 contains 29841 members 
Mstep: Class 5 contains 180422 members 
Mstep: Class 6 contains 132074 members 
Mstep: Class 7 contains 8273 members 
Mstep: Class 8 contains 32280 members 
Mstep: Class 9 contains 18125 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 40082 members 
Mstep: Class 12 contains 750 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157254 members 
Mstep: Class 15 contains 27445 members 
Mstep: Class 16 contains 3146 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 2474 members 
Mstep: Class 21 contains 166572 members 
Mstep: Class 22 contains 88863 members 
Mstep: Class 23 contains 63848 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 226 members 
Entering Unmasked Estep 
Score: -132690448.000000 Penalty: 85410.039062
Splitting cluster 24 changes total score from -132691008.000000 to -132690448.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1464 members 
Mstep: Class 4 contains 29841 members 
Mstep: Class 5 contains 180422 members 
Mstep: Class 6 contains 132074 members 
Mstep: Class 7 contains 8273 members 
Mstep: Class 8 contains 32280 members 
Mstep: Class 9 contains 18125 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 40082 members 
Mstep: Class 12 contains 750 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157254 members 
Mstep: Class 15 contains 27445 members 
Mstep: Class 16 contains 3146 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 2474 members 
Mstep: Class 21 contains 166572 members 
Mstep: Class 22 contains 88863 members 
Mstep: Class 23 contains 63848 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690976.000000 Penalty: 81993.640625
Iteration 159Q: 25 clusters Score -1.32691e+08 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1466 members 
Mstep: Class 4 contains 29832 members 
Mstep: Class 5 contains 180425 members 
Mstep: Class 6 contains 132071 members 
Mstep: Class 7 contains 8271 members 
Mstep: Class 8 contains 32291 members 
Mstep: Class 9 contains 18122 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 40068 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157274 members 
Mstep: Class 15 contains 27442 members 
Mstep: Class 16 contains 3147 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 2474 members 
Mstep: Class 21 contains 166558 members 
Mstep: Class 22 contains 88899 members 
Mstep: Class 23 contains 63821 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690952.000000 Penalty: 81993.640625
Iteration 160F: 25 clusters Score -1.32691e+08 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 29819 members 
Mstep: Class 5 contains 180428 members 
Mstep: Class 6 contains 132066 members 
Mstep: Class 7 contains 8268 members 
Mstep: Class 8 contains 32271 members 
Mstep: Class 9 contains 18121 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 40055 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157336 members 
Mstep: Class 15 contains 27439 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3847 members 
Mstep: Class 20 contains 2476 members 
Mstep: Class 21 contains 166511 members 
Mstep: Class 22 contains 88954 members 
Mstep: Class 23 contains 63802 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690624.000000 Penalty: 81993.640625
Iteration 161Q: 25 clusters Score -1.326906e+08 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1470 members 
Mstep: Class 4 contains 29821 members 
Mstep: Class 5 contains 180444 members 
Mstep: Class 6 contains 132059 members 
Mstep: Class 7 contains 8264 members 
Mstep: Class 8 contains 32257 members 
Mstep: Class 9 contains 18118 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 40026 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157394 members 
Mstep: Class 15 contains 27439 members 
Mstep: Class 16 contains 3148 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3847 members 
Mstep: Class 20 contains 2476 members 
Mstep: Class 21 contains 166514 members 
Mstep: Class 22 contains 88944 members 
Mstep: Class 23 contains 63788 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690560.000000 Penalty: 81993.640625
Iteration 162Q: 25 clusters Score -1.326906e+08 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1470 members 
Mstep: Class 4 contains 29830 members 
Mstep: Class 5 contains 180474 members 
Mstep: Class 6 contains 132062 members 
Mstep: Class 7 contains 8257 members 
Mstep: Class 8 contains 32257 members 
Mstep: Class 9 contains 18122 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 40002 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157423 members 
Mstep: Class 15 contains 27444 members 
Mstep: Class 16 contains 3148 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3847 members 
Mstep: Class 20 contains 2478 members 
Mstep: Class 21 contains 166498 members 
Mstep: Class 22 contains 88920 members 
Mstep: Class 23 contains 63777 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690496.000000 Penalty: 81993.640625
Iteration 163Q: 25 clusters Score -1.326905e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1471 members 
Mstep: Class 4 contains 29831 members 
Mstep: Class 5 contains 180502 members 
Mstep: Class 6 contains 132070 members 
Mstep: Class 7 contains 8252 members 
Mstep: Class 8 contains 32255 members 
Mstep: Class 9 contains 18123 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39989 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157441 members 
Mstep: Class 15 contains 27455 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3847 members 
Mstep: Class 20 contains 2479 members 
Mstep: Class 21 contains 166491 members 
Mstep: Class 22 contains 88891 members 
Mstep: Class 23 contains 63763 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690456.000000 Penalty: 81993.640625
Iteration 164Q: 25 clusters Score -1.326905e+08 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1471 members 
Mstep: Class 4 contains 29835 members 
Mstep: Class 5 contains 180523 members 
Mstep: Class 6 contains 132075 members 
Mstep: Class 7 contains 8247 members 
Mstep: Class 8 contains 32246 members 
Mstep: Class 9 contains 18121 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39976 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157458 members 
Mstep: Class 15 contains 27458 members 
Mstep: Class 16 contains 3148 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3847 members 
Mstep: Class 20 contains 2480 members 
Mstep: Class 21 contains 166513 members 
Mstep: Class 22 contains 88850 members 
Mstep: Class 23 contains 63761 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690208.000000 Penalty: 81993.640625
Iteration 165Q: 25 clusters Score -1.326902e+08 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1471 members 
Mstep: Class 4 contains 29840 members 
Mstep: Class 5 contains 180534 members 
Mstep: Class 6 contains 132093 members 
Mstep: Class 7 contains 8249 members 
Mstep: Class 8 contains 32241 members 
Mstep: Class 9 contains 18120 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39956 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157459 members 
Mstep: Class 15 contains 27468 members 
Mstep: Class 16 contains 3146 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3847 members 
Mstep: Class 20 contains 2480 members 
Mstep: Class 21 contains 166523 members 
Mstep: Class 22 contains 88831 members 
Mstep: Class 23 contains 63751 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690280.000000 Penalty: 81993.640625
Iteration 166Q: 25 clusters Score -1.326903e+08 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1471 members 
Mstep: Class 4 contains 29848 members 
Mstep: Class 5 contains 180551 members 
Mstep: Class 6 contains 132090 members 
Mstep: Class 7 contains 8250 members 
Mstep: Class 8 contains 32250 members 
Mstep: Class 9 contains 18116 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39952 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157491 members 
Mstep: Class 15 contains 27469 members 
Mstep: Class 16 contains 3146 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3847 members 
Mstep: Class 20 contains 2480 members 
Mstep: Class 21 contains 166522 members 
Mstep: Class 22 contains 88786 members 
Mstep: Class 23 contains 63740 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690176.000000 Penalty: 81993.640625
Iteration 167Q: 25 clusters Score -1.326902e+08 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1471 members 
Mstep: Class 4 contains 29854 members 
Mstep: Class 5 contains 180560 members 
Mstep: Class 6 contains 132086 members 
Mstep: Class 7 contains 8249 members 
Mstep: Class 8 contains 32247 members 
Mstep: Class 9 contains 18114 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39960 members 
Mstep: Class 12 contains 751 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157511 members 
Mstep: Class 15 contains 27464 members 
Mstep: Class 16 contains 3147 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3847 members 
Mstep: Class 20 contains 2482 members 
Mstep: Class 21 contains 166517 members 
Mstep: Class 22 contains 88765 members 
Mstep: Class 23 contains 63736 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690168.000000 Penalty: 81993.640625
Iteration 168Q: 25 clusters Score -1.326902e+08 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1471 members 
Mstep: Class 4 contains 29861 members 
Mstep: Class 5 contains 180574 members 
Mstep: Class 6 contains 132089 members 
Mstep: Class 7 contains 8254 members 
Mstep: Class 8 contains 32232 members 
Mstep: Class 9 contains 18115 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39964 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157518 members 
Mstep: Class 15 contains 27465 members 
Mstep: Class 16 contains 3144 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3847 members 
Mstep: Class 20 contains 2485 members 
Mstep: Class 21 contains 166515 members 
Mstep: Class 22 contains 88742 members 
Mstep: Class 23 contains 63733 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690056.000000 Penalty: 81993.640625
Iteration 169Q: 25 clusters Score -1.326901e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1472 members 
Mstep: Class 4 contains 29865 members 
Mstep: Class 5 contains 180583 members 
Mstep: Class 6 contains 132084 members 
Mstep: Class 7 contains 8250 members 
Mstep: Class 8 contains 32226 members 
Mstep: Class 9 contains 18117 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39969 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157539 members 
Mstep: Class 15 contains 27463 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3847 members 
Mstep: Class 20 contains 2486 members 
Mstep: Class 21 contains 166493 members 
Mstep: Class 22 contains 88737 members 
Mstep: Class 23 contains 63736 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690144.000000 Penalty: 81993.640625
Iteration 170Q: 25 clusters Score -1.326901e+08 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1472 members 
Mstep: Class 4 contains 29866 members 
Mstep: Class 5 contains 180594 members 
Mstep: Class 6 contains 132088 members 
Mstep: Class 7 contains 8246 members 
Mstep: Class 8 contains 32211 members 
Mstep: Class 9 contains 18114 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39969 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157568 members 
Mstep: Class 15 contains 27462 members 
Mstep: Class 16 contains 3145 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 2488 members 
Mstep: Class 21 contains 166464 members 
Mstep: Class 22 contains 88737 members 
Mstep: Class 23 contains 63736 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689728.000000 Penalty: 81993.640625
Iteration 171Q: 25 clusters Score -1.326897e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1472 members 
Mstep: Class 4 contains 29873 members 
Mstep: Class 5 contains 180602 members 
Mstep: Class 6 contains 132086 members 
Mstep: Class 7 contains 8241 members 
Mstep: Class 8 contains 32202 members 
Mstep: Class 9 contains 18116 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39970 members 
Mstep: Class 12 contains 754 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157624 members 
Mstep: Class 15 contains 27452 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 2489 members 
Mstep: Class 21 contains 166433 members 
Mstep: Class 22 contains 88721 members 
Mstep: Class 23 contains 63734 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689624.000000 Penalty: 81993.640625
Iteration 172Q: 25 clusters Score -1.326896e+08 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1472 members 
Mstep: Class 4 contains 29882 members 
Mstep: Class 5 contains 180604 members 
Mstep: Class 6 contains 132093 members 
Mstep: Class 7 contains 8242 members 
Mstep: Class 8 contains 32188 members 
Mstep: Class 9 contains 18116 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39972 members 
Mstep: Class 12 contains 756 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157653 members 
Mstep: Class 15 contains 27450 members 
Mstep: Class 16 contains 3143 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3851 members 
Mstep: Class 20 contains 2489 members 
Mstep: Class 21 contains 166413 members 
Mstep: Class 22 contains 88705 members 
Mstep: Class 23 contains 63732 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689800.000000 Penalty: 81993.640625
Iteration 173Q: 25 clusters Score -1.326898e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1472 members 
Mstep: Class 4 contains 29885 members 
Mstep: Class 5 contains 180606 members 
Mstep: Class 6 contains 132102 members 
Mstep: Class 7 contains 8238 members 
Mstep: Class 8 contains 32183 members 
Mstep: Class 9 contains 18120 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39966 members 
Mstep: Class 12 contains 758 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157695 members 
Mstep: Class 15 contains 27451 members 
Mstep: Class 16 contains 3143 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3851 members 
Mstep: Class 20 contains 2489 members 
Mstep: Class 21 contains 166362 members 
Mstep: Class 22 contains 88708 members 
Mstep: Class 23 contains 63732 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689936.000000 Penalty: 81993.640625
Iteration 174Q: 25 clusters Score -1.326899e+08 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1472 members 
Mstep: Class 4 contains 29896 members 
Mstep: Class 5 contains 180608 members 
Mstep: Class 6 contains 132103 members 
Mstep: Class 7 contains 8237 members 
Mstep: Class 8 contains 32176 members 
Mstep: Class 9 contains 18118 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39962 members 
Mstep: Class 12 contains 757 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157694 members 
Mstep: Class 15 contains 27447 members 
Mstep: Class 16 contains 3145 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3851 members 
Mstep: Class 20 contains 2489 members 
Mstep: Class 21 contains 166360 members 
Mstep: Class 22 contains 88718 members 
Mstep: Class 23 contains 63728 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689920.000000 Penalty: 81993.640625
Iteration 175Q: 25 clusters Score -1.326899e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1472 members 
Mstep: Class 4 contains 29901 members 
Mstep: Class 5 contains 180601 members 
Mstep: Class 6 contains 132113 members 
Mstep: Class 7 contains 8240 members 
Mstep: Class 8 contains 32164 members 
Mstep: Class 9 contains 18120 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39947 members 
Mstep: Class 12 contains 757 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157676 members 
Mstep: Class 15 contains 27452 members 
Mstep: Class 16 contains 3146 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3851 members 
Mstep: Class 20 contains 2490 members 
Mstep: Class 21 contains 166359 members 
Mstep: Class 22 contains 88746 members 
Mstep: Class 23 contains 63726 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689792.000000 Penalty: 81993.640625
Iteration 176Q: 25 clusters Score -1.326898e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1473 members 
Mstep: Class 4 contains 29901 members 
Mstep: Class 5 contains 180587 members 
Mstep: Class 6 contains 132119 members 
Mstep: Class 7 contains 8240 members 
Mstep: Class 8 contains 32159 members 
Mstep: Class 9 contains 18120 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39931 members 
Mstep: Class 12 contains 757 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157662 members 
Mstep: Class 15 contains 27457 members 
Mstep: Class 16 contains 3146 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3851 members 
Mstep: Class 20 contains 2492 members 
Mstep: Class 21 contains 166367 members 
Mstep: Class 22 contains 88777 members 
Mstep: Class 23 contains 63722 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689840.000000 Penalty: 81993.640625
Iteration 177Q: 25 clusters Score -1.326898e+08 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1475 members 
Mstep: Class 4 contains 29898 members 
Mstep: Class 5 contains 180587 members 
Mstep: Class 6 contains 132125 members 
Mstep: Class 7 contains 8242 members 
Mstep: Class 8 contains 32145 members 
Mstep: Class 9 contains 18118 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39917 members 
Mstep: Class 12 contains 757 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157640 members 
Mstep: Class 15 contains 27458 members 
Mstep: Class 16 contains 3145 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3851 members 
Mstep: Class 20 contains 2494 members 
Mstep: Class 21 contains 166391 members 
Mstep: Class 22 contains 88802 members 
Mstep: Class 23 contains 63716 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689864.000000 Penalty: 81993.640625
Iteration 178Q: 25 clusters Score -1.326899e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1475 members 
Mstep: Class 4 contains 29892 members 
Mstep: Class 5 contains 180588 members 
Mstep: Class 6 contains 132132 members 
Mstep: Class 7 contains 8236 members 
Mstep: Class 8 contains 32143 members 
Mstep: Class 9 contains 18119 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39890 members 
Mstep: Class 12 contains 757 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157627 members 
Mstep: Class 15 contains 27460 members 
Mstep: Class 16 contains 3145 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3851 members 
Mstep: Class 20 contains 2496 members 
Mstep: Class 21 contains 166409 members 
Mstep: Class 22 contains 88820 members 
Mstep: Class 23 contains 63721 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690040.000000 Penalty: 81993.640625
Iteration 179Q: 25 clusters Score -1.3269e+08 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1475 members 
Mstep: Class 4 contains 29896 members 
Mstep: Class 5 contains 180587 members 
Mstep: Class 6 contains 132126 members 
Mstep: Class 7 contains 8235 members 
Mstep: Class 8 contains 32126 members 
Mstep: Class 9 contains 18119 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39871 members 
Mstep: Class 12 contains 757 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157646 members 
Mstep: Class 15 contains 27459 members 
Mstep: Class 16 contains 3144 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3852 members 
Mstep: Class 20 contains 2498 members 
Mstep: Class 21 contains 166422 members 
Mstep: Class 22 contains 88820 members 
Mstep: Class 23 contains 63728 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689904.000000 Penalty: 81993.640625
Iteration 180F: 25 clusters Score -1.326899e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1475 members 
Mstep: Class 4 contains 29903 members 
Mstep: Class 5 contains 180591 members 
Mstep: Class 6 contains 132130 members 
Mstep: Class 7 contains 8233 members 
Mstep: Class 8 contains 32113 members 
Mstep: Class 9 contains 18120 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39867 members 
Mstep: Class 12 contains 757 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157664 members 
Mstep: Class 15 contains 27457 members 
Mstep: Class 16 contains 3144 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3851 members 
Mstep: Class 20 contains 2498 members 
Mstep: Class 21 contains 166412 members 
Mstep: Class 22 contains 88816 members 
Mstep: Class 23 contains 63730 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689880.000000 Penalty: 81993.640625
Iteration 181Q: 25 clusters Score -1.326899e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1476 members 
Mstep: Class 4 contains 29904 members 
Mstep: Class 5 contains 180584 members 
Mstep: Class 6 contains 132144 members 
Mstep: Class 7 contains 8233 members 
Mstep: Class 8 contains 32100 members 
Mstep: Class 9 contains 18121 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39858 members 
Mstep: Class 12 contains 757 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157681 members 
Mstep: Class 15 contains 27454 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3851 members 
Mstep: Class 20 contains 2498 members 
Mstep: Class 21 contains 166404 members 
Mstep: Class 22 contains 88826 members 
Mstep: Class 23 contains 63728 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689976.000000 Penalty: 81993.640625
Iteration 182Q: 25 clusters Score -1.3269e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1476 members 
Mstep: Class 4 contains 29908 members 
Mstep: Class 5 contains 180574 members 
Mstep: Class 6 contains 132163 members 
Mstep: Class 7 contains 8236 members 
Mstep: Class 8 contains 32086 members 
Mstep: Class 9 contains 18120 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39848 members 
Mstep: Class 12 contains 757 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157675 members 
Mstep: Class 15 contains 27458 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3851 members 
Mstep: Class 20 contains 2499 members 
Mstep: Class 21 contains 166405 members 
Mstep: Class 22 contains 88835 members 
Mstep: Class 23 contains 63729 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689936.000000 Penalty: 81993.640625
Iteration 183Q: 25 clusters Score -1.326899e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1476 members 
Mstep: Class 4 contains 29910 members 
Mstep: Class 5 contains 180568 members 
Mstep: Class 6 contains 132176 members 
Mstep: Class 7 contains 8236 members 
Mstep: Class 8 contains 32065 members 
Mstep: Class 9 contains 18118 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39839 members 
Mstep: Class 12 contains 757 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157706 members 
Mstep: Class 15 contains 27451 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3851 members 
Mstep: Class 20 contains 2501 members 
Mstep: Class 21 contains 166392 members 
Mstep: Class 22 contains 88839 members 
Mstep: Class 23 contains 63734 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689944.000000 Penalty: 81993.640625
Iteration 184Q: 25 clusters Score -1.326899e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1476 members 
Mstep: Class 4 contains 29912 members 
Mstep: Class 5 contains 180559 members 
Mstep: Class 6 contains 132182 members 
Mstep: Class 7 contains 8236 members 
Mstep: Class 8 contains 32058 members 
Mstep: Class 9 contains 18119 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39824 members 
Mstep: Class 12 contains 758 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157730 members 
Mstep: Class 15 contains 27451 members 
Mstep: Class 16 contains 3144 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3851 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 166381 members 
Mstep: Class 22 contains 88844 members 
Mstep: Class 23 contains 63734 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689880.000000 Penalty: 81993.640625
Iteration 185Q: 25 clusters Score -1.326899e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1475 members 
Mstep: Class 4 contains 29914 members 
Mstep: Class 5 contains 180553 members 
Mstep: Class 6 contains 132192 members 
Mstep: Class 7 contains 8236 members 
Mstep: Class 8 contains 32058 members 
Mstep: Class 9 contains 18116 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39818 members 
Mstep: Class 12 contains 761 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157725 members 
Mstep: Class 15 contains 27452 members 
Mstep: Class 16 contains 3144 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3851 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 166383 members 
Mstep: Class 22 contains 88853 members 
Mstep: Class 23 contains 63727 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689680.000000 Penalty: 81993.640625
Iteration 186Q: 25 clusters Score -1.326897e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1475 members 
Mstep: Class 4 contains 29927 members 
Mstep: Class 5 contains 180547 members 
Mstep: Class 6 contains 132208 members 
Mstep: Class 7 contains 8234 members 
Mstep: Class 8 contains 32062 members 
Mstep: Class 9 contains 18117 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39809 members 
Mstep: Class 12 contains 762 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157718 members 
Mstep: Class 15 contains 27447 members 
Mstep: Class 16 contains 3143 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3851 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 166385 members 
Mstep: Class 22 contains 88844 members 
Mstep: Class 23 contains 63729 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689792.000000 Penalty: 81993.640625
Iteration 187Q: 25 clusters Score -1.326898e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1475 members 
Mstep: Class 4 contains 29931 members 
Mstep: Class 5 contains 180547 members 
Mstep: Class 6 contains 132218 members 
Mstep: Class 7 contains 8236 members 
Mstep: Class 8 contains 32051 members 
Mstep: Class 9 contains 18120 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39789 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157735 members 
Mstep: Class 15 contains 27449 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3851 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 166365 members 
Mstep: Class 22 contains 88852 members 
Mstep: Class 23 contains 63733 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689728.000000 Penalty: 81993.640625
Iteration 188Q: 25 clusters Score -1.326897e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1476 members 
Mstep: Class 4 contains 29933 members 
Mstep: Class 5 contains 180551 members 
Mstep: Class 6 contains 132234 members 
Mstep: Class 7 contains 8238 members 
Mstep: Class 8 contains 32049 members 
Mstep: Class 9 contains 18120 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39764 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157751 members 
Mstep: Class 15 contains 27456 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3851 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 166357 members 
Mstep: Class 22 contains 88838 members 
Mstep: Class 23 contains 63734 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689720.000000 Penalty: 81993.640625
Iteration 189Q: 25 clusters Score -1.326897e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1478 members 
Mstep: Class 4 contains 29931 members 
Mstep: Class 5 contains 180545 members 
Mstep: Class 6 contains 132254 members 
Mstep: Class 7 contains 8241 members 
Mstep: Class 8 contains 32044 members 
Mstep: Class 9 contains 18120 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39748 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157788 members 
Mstep: Class 15 contains 27457 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3851 members 
Mstep: Class 20 contains 2507 members 
Mstep: Class 21 contains 166342 members 
Mstep: Class 22 contains 88817 members 
Mstep: Class 23 contains 63733 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689640.000000 Penalty: 81993.640625
Iteration 190Q: 25 clusters Score -1.326896e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1480 members 
Mstep: Class 4 contains 29937 members 
Mstep: Class 5 contains 180551 members 
Mstep: Class 6 contains 132257 members 
Mstep: Class 7 contains 8241 members 
Mstep: Class 8 contains 32020 members 
Mstep: Class 9 contains 18124 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39735 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157805 members 
Mstep: Class 15 contains 27466 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3852 members 
Mstep: Class 20 contains 2508 members 
Mstep: Class 21 contains 166348 members 
Mstep: Class 22 contains 88802 members 
Mstep: Class 23 contains 63730 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689624.000000 Penalty: 81993.640625
Iteration 191Q: 25 clusters Score -1.326896e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 29942 members 
Mstep: Class 5 contains 180559 members 
Mstep: Class 6 contains 132248 members 
Mstep: Class 7 contains 8239 members 
Mstep: Class 8 contains 32012 members 
Mstep: Class 9 contains 18127 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39716 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157809 members 
Mstep: Class 15 contains 27473 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3852 members 
Mstep: Class 20 contains 2511 members 
Mstep: Class 21 contains 166366 members 
Mstep: Class 22 contains 88792 members 
Mstep: Class 23 contains 63728 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689664.000000 Penalty: 81993.640625
Iteration 192Q: 25 clusters Score -1.326897e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 29943 members 
Mstep: Class 5 contains 180556 members 
Mstep: Class 6 contains 132246 members 
Mstep: Class 7 contains 8240 members 
Mstep: Class 8 contains 32002 members 
Mstep: Class 9 contains 18128 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39687 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157797 members 
Mstep: Class 15 contains 27480 members 
Mstep: Class 16 contains 3143 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3852 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 166396 members 
Mstep: Class 22 contains 88804 members 
Mstep: Class 23 contains 63727 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689784.000000 Penalty: 81993.640625
Iteration 193Q: 25 clusters Score -1.326898e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1483 members 
Mstep: Class 4 contains 29949 members 
Mstep: Class 5 contains 180556 members 
Mstep: Class 6 contains 132248 members 
Mstep: Class 7 contains 8237 members 
Mstep: Class 8 contains 31986 members 
Mstep: Class 9 contains 18127 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39660 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157793 members 
Mstep: Class 15 contains 27486 members 
Mstep: Class 16 contains 3144 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3852 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 166421 members 
Mstep: Class 22 contains 88816 members 
Mstep: Class 23 contains 63721 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689736.000000 Penalty: 81993.640625
Iteration 194Q: 25 clusters Score -1.326897e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1483 members 
Mstep: Class 4 contains 29957 members 
Mstep: Class 5 contains 180559 members 
Mstep: Class 6 contains 132252 members 
Mstep: Class 7 contains 8237 members 
Mstep: Class 8 contains 31978 members 
Mstep: Class 9 contains 18127 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39646 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157779 members 
Mstep: Class 15 contains 27496 members 
Mstep: Class 16 contains 3145 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3852 members 
Mstep: Class 20 contains 2522 members 
Mstep: Class 21 contains 166409 members 
Mstep: Class 22 contains 88837 members 
Mstep: Class 23 contains 63718 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689656.000000 Penalty: 81993.640625
Iteration 195Q: 25 clusters Score -1.326897e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1483 members 
Mstep: Class 4 contains 29960 members 
Mstep: Class 5 contains 180562 members 
Mstep: Class 6 contains 132250 members 
Mstep: Class 7 contains 8234 members 
Mstep: Class 8 contains 31976 members 
Mstep: Class 9 contains 18127 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39640 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157771 members 
Mstep: Class 15 contains 27506 members 
Mstep: Class 16 contains 3147 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3851 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 166386 members 
Mstep: Class 22 contains 88867 members 
Mstep: Class 23 contains 63714 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689672.000000 Penalty: 81993.640625
Iteration 196Q: 25 clusters Score -1.326897e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1483 members 
Mstep: Class 4 contains 29963 members 
Mstep: Class 5 contains 180558 members 
Mstep: Class 6 contains 132256 members 
Mstep: Class 7 contains 8234 members 
Mstep: Class 8 contains 31972 members 
Mstep: Class 9 contains 18126 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39636 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157749 members 
Mstep: Class 15 contains 27517 members 
Mstep: Class 16 contains 3151 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3851 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 166370 members 
Mstep: Class 22 contains 88894 members 
Mstep: Class 23 contains 63714 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689816.000000 Penalty: 81993.640625
Iteration 197Q: 25 clusters Score -1.326898e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1483 members 
Mstep: Class 4 contains 29969 members 
Mstep: Class 5 contains 180563 members 
Mstep: Class 6 contains 132259 members 
Mstep: Class 7 contains 8234 members 
Mstep: Class 8 contains 31965 members 
Mstep: Class 9 contains 18127 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39626 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157734 members 
Mstep: Class 15 contains 27524 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3852 members 
Mstep: Class 20 contains 2525 members 
Mstep: Class 21 contains 166368 members 
Mstep: Class 22 contains 88909 members 
Mstep: Class 23 contains 63709 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689976.000000 Penalty: 81993.640625
Iteration 198Q: 25 clusters Score -1.3269e+08 nChanged 289
Entering ConstructFrom: 
Score: -132689976.000000 Penalty: 81993.640625
Entering ConstructFrom: 
Trying to split cluster 1 (1127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Entering Unmasked Estep 
Score: -127196.171875 Penalty: 1742.774048
	Iteration 0F: 2 clusters Score -127196.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -125208.390625 Penalty: 3485.548096
	Iteration 0F: 3 clusters Score -125208.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -125998.773438 Penalty: 3485.548096
	Iteration 1F: 3 clusters Score -125998.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -126950.007812 Penalty: 3485.548096
	Iteration 2F: 3 clusters Score -126950 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -128354.312500 Penalty: 3485.548096
	Iteration 3F: 3 clusters Score -128354.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -129283.437500 Penalty: 3485.548096
	Iteration 4F: 3 clusters Score -129283.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -129816.046875 Penalty: 3485.548096
	Iteration 5Q: 3 clusters Score -129816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -130054.070312 Penalty: 3485.548096
	Iteration 6Q: 3 clusters Score -130054.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -130234.085938 Penalty: 3485.548096
	Iteration 7Q: 3 clusters Score -130234.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -130346.835938 Penalty: 3485.548096
	Iteration 8Q: 3 clusters Score -130346.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -130364.109375 Penalty: 3485.548096
	Iteration 9Q: 3 clusters Score -130364.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -130369.335938 Penalty: 3485.548096
	Iteration 10Q: 3 clusters Score -130369.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -130369.335938 Penalty: 3485.548096
	Iteration 11F: 3 clusters Score -130369.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1483 members 
Mstep: Class 4 contains 29974 members 
Mstep: Class 5 contains 180571 members 
Mstep: Class 6 contains 132260 members 
Mstep: Class 7 contains 8232 members 
Mstep: Class 8 contains 31965 members 
Mstep: Class 9 contains 18127 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39617 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157723 members 
Mstep: Class 15 contains 27540 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3852 members 
Mstep: Class 20 contains 2527 members 
Mstep: Class 21 contains 166357 members 
Mstep: Class 22 contains 88916 members 
Mstep: Class 23 contains 63703 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 482 members 
Entering Unmasked Estep 
Score: -132691384.000000 Penalty: 85410.039062
Splitting cluster 1 changes total score from -132689976.000000 to -132691384.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 2 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -72204.742188 Penalty: 1605.907349
	Iteration 0F: 2 clusters Score -72204.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -70694.976562 Penalty: 3211.814697
	Iteration 0F: 3 clusters Score -70694.98 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -71297.109375 Penalty: 3211.814697
	Iteration 1F: 3 clusters Score -71297.11 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -71796.695312 Penalty: 3211.814697
	Iteration 2F: 3 clusters Score -71796.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -71967.476562 Penalty: 3211.814697
	Iteration 3F: 3 clusters Score -71967.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -72090.718750 Penalty: 3211.814697
	Iteration 4Q: 3 clusters Score -72090.72 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -72223.585938 Penalty: 3211.814697
	Iteration 5F: 3 clusters Score -72223.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -72319.515625 Penalty: 3211.814697
	Iteration 6Q: 3 clusters Score -72319.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -72376.156250 Penalty: 3211.814697
	Iteration 7Q: 3 clusters Score -72376.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -72419.125000 Penalty: 3211.814697
	Iteration 8Q: 3 clusters Score -72419.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -72435.976562 Penalty: 3211.814697
	Iteration 9Q: 3 clusters Score -72435.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -72440.187500 Penalty: 3211.814697
	Iteration 10Q: 3 clusters Score -72440.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -72440.187500 Penalty: 3211.814697
	Iteration 11F: 3 clusters Score -72440.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 1483 members 
Mstep: Class 4 contains 29974 members 
Mstep: Class 5 contains 180571 members 
Mstep: Class 6 contains 132260 members 
Mstep: Class 7 contains 8232 members 
Mstep: Class 8 contains 31965 members 
Mstep: Class 9 contains 18127 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39617 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157723 members 
Mstep: Class 15 contains 27540 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3852 members 
Mstep: Class 20 contains 2527 members 
Mstep: Class 21 contains 166357 members 
Mstep: Class 22 contains 88916 members 
Mstep: Class 23 contains 63703 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 482 members 
Mstep: Class 26 contains 413 members 
Entering Unmasked Estep 
Score: -132689744.000000 Penalty: 88826.445312
Splitting cluster 2 changes total score from -132689976.000000 to -132689744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Entering Unmasked Estep 
Score: -205677.875000 Penalty: 1810.851929
	Iteration 0F: 2 clusters Score -205677.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -203395.546875 Penalty: 3621.703857
	Iteration 0F: 3 clusters Score -203395.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -203747.156250 Penalty: 3621.703857
	Iteration 1F: 3 clusters Score -203747.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -203850.156250 Penalty: 3621.703857
	Iteration 2F: 3 clusters Score -203850.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -203901.859375 Penalty: 3621.703857
	Iteration 3Q: 3 clusters Score -203901.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -203937.718750 Penalty: 3621.703857
	Iteration 4Q: 3 clusters Score -203937.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -203965.156250 Penalty: 3621.703857
	Iteration 5Q: 3 clusters Score -203965.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -203976.546875 Penalty: 3621.703857
	Iteration 6Q: 3 clusters Score -203976.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -203989.171875 Penalty: 3621.703857
	Iteration 7Q: 3 clusters Score -203989.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -204000.562500 Penalty: 3621.703857
	Iteration 8Q: 3 clusters Score -204000.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -204004.984375 Penalty: 3621.703857
	Iteration 9Q: 3 clusters Score -204005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -204014.375000 Penalty: 3621.703857
	Iteration 10Q: 3 clusters Score -204014.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -204019.171875 Penalty: 3621.703857
	Iteration 11Q: 3 clusters Score -204019.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -204022.968750 Penalty: 3621.703857
	Iteration 12Q: 3 clusters Score -204023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -204027.453125 Penalty: 3621.703857
	Iteration 13Q: 3 clusters Score -204027.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -204027.453125 Penalty: 3621.703857
	Iteration 14F: 3 clusters Score -204027.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (29974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Entering Unmasked Estep 
Score: -4252918.000000 Penalty: 2556.405273
	Iteration 0F: 2 clusters Score -4252918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -4232426.000000 Penalty: 5112.810547
	Iteration 0F: 3 clusters Score -4232426 nChanged 13408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -4239774.000000 Penalty: 5112.810547
	Iteration 1F: 3 clusters Score -4239774 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -4240240.500000 Penalty: 5112.810547
	Iteration 2Q: 3 clusters Score -4240240 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -4240696.000000 Penalty: 5112.810547
	Iteration 3Q: 3 clusters Score -4240696 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -4241188.000000 Penalty: 5112.810547
	Iteration 4Q: 3 clusters Score -4241188 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -4241687.500000 Penalty: 5112.810547
	Iteration 5Q: 3 clusters Score -4241688 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -4242214.000000 Penalty: 5112.810547
	Iteration 6Q: 3 clusters Score -4242214 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -4242690.000000 Penalty: 5112.810547
	Iteration 7Q: 3 clusters Score -4242690 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -4243249.000000 Penalty: 5112.810547
	Iteration 8Q: 3 clusters Score -4243249 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -4243747.500000 Penalty: 5112.810547
	Iteration 9Q: 3 clusters Score -4243748 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -4244309.500000 Penalty: 5112.810547
	Iteration 10Q: 3 clusters Score -4244310 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -4244926.000000 Penalty: 5112.810547
	Iteration 11Q: 3 clusters Score -4244926 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -4245603.000000 Penalty: 5112.810547
	Iteration 12Q: 3 clusters Score -4245603 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -4246275.500000 Penalty: 5112.810547
	Iteration 13Q: 3 clusters Score -4246276 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -4246964.000000 Penalty: 5112.810547
	Iteration 14Q: 3 clusters Score -4246964 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -4247548.500000 Penalty: 5112.810547
	Iteration 15Q: 3 clusters Score -4247548 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -4248023.500000 Penalty: 5112.810547
	Iteration 16Q: 3 clusters Score -4248024 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -4248308.500000 Penalty: 5112.810547
	Iteration 17Q: 3 clusters Score -4248308 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -4248553.000000 Penalty: 5112.810547
	Iteration 18Q: 3 clusters Score -4248553 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -4248760.000000 Penalty: 5112.810547
	Iteration 19Q: 3 clusters Score -4248760 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -4248994.500000 Penalty: 5112.810547
	Iteration 20F: 3 clusters Score -4248994 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -4249205.000000 Penalty: 5112.810547
	Iteration 21Q: 3 clusters Score -4249205 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -4249419.500000 Penalty: 5112.810547
	Iteration 22Q: 3 clusters Score -4249420 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -4249636.000000 Penalty: 5112.810547
	Iteration 23Q: 3 clusters Score -4249636 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -4249854.500000 Penalty: 5112.810547
	Iteration 24Q: 3 clusters Score -4249854 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -4250037.000000 Penalty: 5112.810547
	Iteration 25Q: 3 clusters Score -4250037 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -4250189.000000 Penalty: 5112.810547
	Iteration 26Q: 3 clusters Score -4250189 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -4250344.500000 Penalty: 5112.810547
	Iteration 27Q: 3 clusters Score -4250344 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -4250447.500000 Penalty: 5112.810547
	Iteration 28Q: 3 clusters Score -4250448 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -4250565.500000 Penalty: 5112.810547
	Iteration 29Q: 3 clusters Score -4250566 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -4250645.000000 Penalty: 5112.810547
	Iteration 30Q: 3 clusters Score -4250645 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -4250735.500000 Penalty: 5112.810547
	Iteration 31Q: 3 clusters Score -4250736 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -4250824.000000 Penalty: 5112.810547
	Iteration 32Q: 3 clusters Score -4250824 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -4250899.500000 Penalty: 5112.810547
	Iteration 33Q: 3 clusters Score -4250900 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -4250972.500000 Penalty: 5112.810547
	Iteration 34Q: 3 clusters Score -4250972 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -4251033.500000 Penalty: 5112.810547
	Iteration 35Q: 3 clusters Score -4251034 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4251089.000000 Penalty: 5112.810547
	Iteration 36Q: 3 clusters Score -4251089 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4251138.500000 Penalty: 5112.810547
	Iteration 37Q: 3 clusters Score -4251138 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -4251168.000000 Penalty: 5112.810547
	Iteration 38Q: 3 clusters Score -4251168 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4251200.000000 Penalty: 5112.810547
	Iteration 39Q: 3 clusters Score -4251200 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -4251207.500000 Penalty: 5112.810547
	Iteration 40F: 3 clusters Score -4251208 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -4251230.000000 Penalty: 5112.810547
	Iteration 41Q: 3 clusters Score -4251230 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4251251.000000 Penalty: 5112.810547
	Iteration 42Q: 3 clusters Score -4251251 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -4251261.000000 Penalty: 5112.810547
	Iteration 43Q: 3 clusters Score -4251261 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4251273.500000 Penalty: 5112.810547
	Iteration 44Q: 3 clusters Score -4251274 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4251291.500000 Penalty: 5112.810547
	Iteration 45Q: 3 clusters Score -4251292 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4251309.500000 Penalty: 5112.810547
	Iteration 46Q: 3 clusters Score -4251310 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -4251316.000000 Penalty: 5112.810547
	Iteration 47Q: 3 clusters Score -4251316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4251320.000000 Penalty: 5112.810547
	Iteration 48Q: 3 clusters Score -4251320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4251331.000000 Penalty: 5112.810547
	Iteration 49Q: 3 clusters Score -4251331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4251333.500000 Penalty: 5112.810547
	Iteration 50Q: 3 clusters Score -4251334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4251332.000000 Penalty: 5112.810547
	Iteration 51Q: 3 clusters Score -4251332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4251333.500000 Penalty: 5112.810547
	Iteration 52Q: 3 clusters Score -4251334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -4251335.000000 Penalty: 5112.810547
	Iteration 53Q: 3 clusters Score -4251335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -4251337.500000 Penalty: 5112.810547
	Iteration 54Q: 3 clusters Score -4251338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -4251337.500000 Penalty: 5112.810547
	Iteration 55F: 3 clusters Score -4251338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (180571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180571 members 
Entering Unmasked Estep 
Score: -25430226.000000 Penalty: 3001.761963
	Iteration 0F: 2 clusters Score -2.543023e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89913 members 
Mstep: Class 2 contains 90658 members 
Entering Unmasked Estep 
Score: -25323410.000000 Penalty: 6003.523926
	Iteration 0F: 3 clusters Score -2.532341e+07 nChanged 86681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84086 members 
Mstep: Class 2 contains 96485 members 
Entering Unmasked Estep 
Score: -25374430.000000 Penalty: 6003.523926
	Iteration 1F: 3 clusters Score -2.537443e+07 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81127 members 
Mstep: Class 2 contains 99444 members 
Entering Unmasked Estep 
Score: -25375672.000000 Penalty: 6003.523926
	Iteration 2Q: 3 clusters Score -2.537567e+07 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76984 members 
Mstep: Class 2 contains 103587 members 
Entering Unmasked Estep 
Score: -25377628.000000 Penalty: 6003.523926
	Iteration 3Q: 3 clusters Score -2.537763e+07 nChanged 8364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71574 members 
Mstep: Class 2 contains 108997 members 
Entering Unmasked Estep 
Score: -25380432.000000 Penalty: 6003.523926
	Iteration 4Q: 3 clusters Score -2.538043e+07 nChanged 9514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65434 members 
Mstep: Class 2 contains 115137 members 
Entering Unmasked Estep 
Score: -25384490.000000 Penalty: 6003.523926
	Iteration 5F: 3 clusters Score -2.538449e+07 nChanged 10299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59301 members 
Mstep: Class 2 contains 121270 members 
Entering Unmasked Estep 
Score: -25389916.000000 Penalty: 6003.523926
	Iteration 6F: 3 clusters Score -2.538992e+07 nChanged 10913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54774 members 
Mstep: Class 2 contains 125797 members 
Entering Unmasked Estep 
Score: -25397098.000000 Penalty: 6003.523926
	Iteration 7F: 3 clusters Score -2.53971e+07 nChanged 10722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53336 members 
Mstep: Class 2 contains 127235 members 
Entering Unmasked Estep 
Score: -25403904.000000 Penalty: 6003.523926
	Iteration 8F: 3 clusters Score -2.54039e+07 nChanged 8997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54267 members 
Mstep: Class 2 contains 126304 members 
Entering Unmasked Estep 
Score: -25407902.000000 Penalty: 6003.523926
	Iteration 9Q: 3 clusters Score -2.54079e+07 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55698 members 
Mstep: Class 2 contains 124873 members 
Entering Unmasked Estep 
Score: -25409070.000000 Penalty: 6003.523926
	Iteration 10Q: 3 clusters Score -2.540907e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57162 members 
Mstep: Class 2 contains 123409 members 
Entering Unmasked Estep 
Score: -25409548.000000 Penalty: 6003.523926
	Iteration 11Q: 3 clusters Score -2.540955e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58643 members 
Mstep: Class 2 contains 121928 members 
Entering Unmasked Estep 
Score: -25409764.000000 Penalty: 6003.523926
	Iteration 12Q: 3 clusters Score -2.540976e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60119 members 
Mstep: Class 2 contains 120452 members 
Entering Unmasked Estep 
Score: -25409994.000000 Penalty: 6003.523926
	Iteration 13Q: 3 clusters Score -2.540999e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61615 members 
Mstep: Class 2 contains 118956 members 
Entering Unmasked Estep 
Score: -25410146.000000 Penalty: 6003.523926
	Iteration 14Q: 3 clusters Score -2.541015e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63148 members 
Mstep: Class 2 contains 117423 members 
Entering Unmasked Estep 
Score: -25410374.000000 Penalty: 6003.523926
	Iteration 15Q: 3 clusters Score -2.541037e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64672 members 
Mstep: Class 2 contains 115899 members 
Entering Unmasked Estep 
Score: -25410550.000000 Penalty: 6003.523926
	Iteration 16Q: 3 clusters Score -2.541055e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66284 members 
Mstep: Class 2 contains 114287 members 
Entering Unmasked Estep 
Score: -25410670.000000 Penalty: 6003.523926
	Iteration 17Q: 3 clusters Score -2.541067e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67919 members 
Mstep: Class 2 contains 112652 members 
Entering Unmasked Estep 
Score: -25410966.000000 Penalty: 6003.523926
	Iteration 18Q: 3 clusters Score -2.541097e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69603 members 
Mstep: Class 2 contains 110968 members 
Entering Unmasked Estep 
Score: -25411240.000000 Penalty: 6003.523926
	Iteration 19Q: 3 clusters Score -2.541124e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71334 members 
Mstep: Class 2 contains 109237 members 
Entering Unmasked Estep 
Score: -25411470.000000 Penalty: 6003.523926
	Iteration 20F: 3 clusters Score -2.541147e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73002 members 
Mstep: Class 2 contains 107569 members 
Entering Unmasked Estep 
Score: -25411688.000000 Penalty: 6003.523926
	Iteration 21Q: 3 clusters Score -2.541169e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74690 members 
Mstep: Class 2 contains 105881 members 
Entering Unmasked Estep 
Score: -25411876.000000 Penalty: 6003.523926
	Iteration 22Q: 3 clusters Score -2.541188e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76294 members 
Mstep: Class 2 contains 104277 members 
Entering Unmasked Estep 
Score: -25411974.000000 Penalty: 6003.523926
	Iteration 23Q: 3 clusters Score -2.541197e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78002 members 
Mstep: Class 2 contains 102569 members 
Entering Unmasked Estep 
Score: -25412176.000000 Penalty: 6003.523926
	Iteration 24Q: 3 clusters Score -2.541218e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79855 members 
Mstep: Class 2 contains 100716 members 
Entering Unmasked Estep 
Score: -25412468.000000 Penalty: 6003.523926
	Iteration 25Q: 3 clusters Score -2.541247e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81773 members 
Mstep: Class 2 contains 98798 members 
Entering Unmasked Estep 
Score: -25412820.000000 Penalty: 6003.523926
	Iteration 26Q: 3 clusters Score -2.541282e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83772 members 
Mstep: Class 2 contains 96799 members 
Entering Unmasked Estep 
Score: -25413180.000000 Penalty: 6003.523926
	Iteration 27Q: 3 clusters Score -2.541318e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85840 members 
Mstep: Class 2 contains 94731 members 
Entering Unmasked Estep 
Score: -25413560.000000 Penalty: 6003.523926
	Iteration 28Q: 3 clusters Score -2.541356e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88063 members 
Mstep: Class 2 contains 92508 members 
Entering Unmasked Estep 
Score: -25413900.000000 Penalty: 6003.523926
	Iteration 29Q: 3 clusters Score -2.54139e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90465 members 
Mstep: Class 2 contains 90106 members 
Entering Unmasked Estep 
Score: -25414232.000000 Penalty: 6003.523926
	Iteration 30Q: 3 clusters Score -2.541423e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93000 members 
Mstep: Class 2 contains 87571 members 
Entering Unmasked Estep 
Score: -25414458.000000 Penalty: 6003.523926
	Iteration 31Q: 3 clusters Score -2.541446e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95836 members 
Mstep: Class 2 contains 84735 members 
Entering Unmasked Estep 
Score: -25414886.000000 Penalty: 6003.523926
	Iteration 32Q: 3 clusters Score -2.541489e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98948 members 
Mstep: Class 2 contains 81623 members 
Entering Unmasked Estep 
Score: -25415506.000000 Penalty: 6003.523926
	Iteration 33Q: 3 clusters Score -2.541551e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102366 members 
Mstep: Class 2 contains 78205 members 
Entering Unmasked Estep 
Score: -25416292.000000 Penalty: 6003.523926
	Iteration 34Q: 3 clusters Score -2.541629e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105896 members 
Mstep: Class 2 contains 74675 members 
Entering Unmasked Estep 
Score: -25417044.000000 Penalty: 6003.523926
	Iteration 35Q: 3 clusters Score -2.541704e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109338 members 
Mstep: Class 2 contains 71233 members 
Entering Unmasked Estep 
Score: -25417618.000000 Penalty: 6003.523926
	Iteration 36Q: 3 clusters Score -2.541762e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112323 members 
Mstep: Class 2 contains 68248 members 
Entering Unmasked Estep 
Score: -25417954.000000 Penalty: 6003.523926
	Iteration 37Q: 3 clusters Score -2.541795e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114644 members 
Mstep: Class 2 contains 65927 members 
Entering Unmasked Estep 
Score: -25418036.000000 Penalty: 6003.523926
	Iteration 38Q: 3 clusters Score -2.541804e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116429 members 
Mstep: Class 2 contains 64142 members 
Entering Unmasked Estep 
Score: -25417952.000000 Penalty: 6003.523926
	Iteration 39Q: 3 clusters Score -2.541795e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117775 members 
Mstep: Class 2 contains 62796 members 
Entering Unmasked Estep 
Score: -25419816.000000 Penalty: 6003.523926
	Iteration 40F: 3 clusters Score -2.541982e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120900 members 
Mstep: Class 2 contains 59671 members 
Entering Unmasked Estep 
Score: -25421262.000000 Penalty: 6003.523926
	Iteration 41Q: 3 clusters Score -2.542126e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123458 members 
Mstep: Class 2 contains 57113 members 
Entering Unmasked Estep 
Score: -25421858.000000 Penalty: 6003.523926
	Iteration 42Q: 3 clusters Score -2.542186e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125561 members 
Mstep: Class 2 contains 55010 members 
Entering Unmasked Estep 
Score: -25422412.000000 Penalty: 6003.523926
	Iteration 43Q: 3 clusters Score -2.542241e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127233 members 
Mstep: Class 2 contains 53338 members 
Entering Unmasked Estep 
Score: -25422410.000000 Penalty: 6003.523926
	Iteration 44Q: 3 clusters Score -2.542241e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128588 members 
Mstep: Class 2 contains 51983 members 
Entering Unmasked Estep 
Score: -25422488.000000 Penalty: 6003.523926
	Iteration 45Q: 3 clusters Score -2.542249e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129726 members 
Mstep: Class 2 contains 50845 members 
Entering Unmasked Estep 
Score: -25422330.000000 Penalty: 6003.523926
	Iteration 46Q: 3 clusters Score -2.542233e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130692 members 
Mstep: Class 2 contains 49879 members 
Entering Unmasked Estep 
Score: -25422288.000000 Penalty: 6003.523926
	Iteration 47Q: 3 clusters Score -2.542229e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131497 members 
Mstep: Class 2 contains 49074 members 
Entering Unmasked Estep 
Score: -25422222.000000 Penalty: 6003.523926
	Iteration 48Q: 3 clusters Score -2.542222e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132203 members 
Mstep: Class 2 contains 48368 members 
Entering Unmasked Estep 
Score: -25422066.000000 Penalty: 6003.523926
	Iteration 49Q: 3 clusters Score -2.542207e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132842 members 
Mstep: Class 2 contains 47729 members 
Entering Unmasked Estep 
Score: -25421878.000000 Penalty: 6003.523926
	Iteration 50Q: 3 clusters Score -2.542188e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133451 members 
Mstep: Class 2 contains 47120 members 
Entering Unmasked Estep 
Score: -25421804.000000 Penalty: 6003.523926
	Iteration 51Q: 3 clusters Score -2.54218e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134007 members 
Mstep: Class 2 contains 46564 members 
Entering Unmasked Estep 
Score: -25421794.000000 Penalty: 6003.523926
	Iteration 52Q: 3 clusters Score -2.542179e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134522 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
Score: -25421614.000000 Penalty: 6003.523926
	Iteration 53Q: 3 clusters Score -2.542161e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135033 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -25421498.000000 Penalty: 6003.523926
	Iteration 54Q: 3 clusters Score -2.54215e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135518 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -25421556.000000 Penalty: 6003.523926
	Iteration 55Q: 3 clusters Score -2.542156e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135969 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -25421556.000000 Penalty: 6003.523926
	Iteration 56Q: 3 clusters Score -2.542156e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136348 members 
Mstep: Class 2 contains 44223 members 
Entering Unmasked Estep 
Score: -25421552.000000 Penalty: 6003.523926
	Iteration 57Q: 3 clusters Score -2.542155e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136708 members 
Mstep: Class 2 contains 43863 members 
Entering Unmasked Estep 
Score: -25421406.000000 Penalty: 6003.523926
	Iteration 58Q: 3 clusters Score -2.542141e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137064 members 
Mstep: Class 2 contains 43507 members 
Entering Unmasked Estep 
Score: -25421428.000000 Penalty: 6003.523926
	Iteration 59Q: 3 clusters Score -2.542143e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137392 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
Score: -25421436.000000 Penalty: 6003.523926
	Iteration 60F: 3 clusters Score -2.542144e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137711 members 
Mstep: Class 2 contains 42860 members 
Entering Unmasked Estep 
Score: -25421430.000000 Penalty: 6003.523926
	Iteration 61Q: 3 clusters Score -2.542143e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138023 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -25421460.000000 Penalty: 6003.523926
	Iteration 62Q: 3 clusters Score -2.542146e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138327 members 
Mstep: Class 2 contains 42244 members 
Entering Unmasked Estep 
Score: -25421448.000000 Penalty: 6003.523926
	Iteration 63Q: 3 clusters Score -2.542145e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138634 members 
Mstep: Class 2 contains 41937 members 
Entering Unmasked Estep 
Score: -25421450.000000 Penalty: 6003.523926
	Iteration 64Q: 3 clusters Score -2.542145e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138920 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -25421490.000000 Penalty: 6003.523926
	Iteration 65Q: 3 clusters Score -2.542149e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139202 members 
Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
Score: -25421492.000000 Penalty: 6003.523926
	Iteration 66Q: 3 clusters Score -2.542149e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139474 members 
Mstep: Class 2 contains 41097 members 
Entering Unmasked Estep 
Score: -25421554.000000 Penalty: 6003.523926
	Iteration 67Q: 3 clusters Score -2.542155e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139732 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -25421562.000000 Penalty: 6003.523926
	Iteration 68Q: 3 clusters Score -2.542156e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139986 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -25421592.000000 Penalty: 6003.523926
	Iteration 69Q: 3 clusters Score -2.542159e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140261 members 
Mstep: Class 2 contains 40310 members 
Entering Unmasked Estep 
Score: -25421576.000000 Penalty: 6003.523926
	Iteration 70Q: 3 clusters Score -2.542158e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140546 members 
Mstep: Class 2 contains 40025 members 
Entering Unmasked Estep 
Score: -25421540.000000 Penalty: 6003.523926
	Iteration 71Q: 3 clusters Score -2.542154e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140807 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -25421540.000000 Penalty: 6003.523926
	Iteration 72Q: 3 clusters Score -2.542154e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141072 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
Score: -25421476.000000 Penalty: 6003.523926
	Iteration 73Q: 3 clusters Score -2.542148e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141311 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -25421498.000000 Penalty: 6003.523926
	Iteration 74Q: 3 clusters Score -2.54215e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141575 members 
Mstep: Class 2 contains 38996 members 
Entering Unmasked Estep 
Score: -25421476.000000 Penalty: 6003.523926
	Iteration 75Q: 3 clusters Score -2.542148e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141841 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -25421472.000000 Penalty: 6003.523926
	Iteration 76Q: 3 clusters Score -2.542147e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142086 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -25421528.000000 Penalty: 6003.523926
	Iteration 77Q: 3 clusters Score -2.542153e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142321 members 
Mstep: Class 2 contains 38250 members 
Entering Unmasked Estep 
Score: -25421490.000000 Penalty: 6003.523926
	Iteration 78Q: 3 clusters Score -2.542149e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142581 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -25421500.000000 Penalty: 6003.523926
	Iteration 79Q: 3 clusters Score -2.54215e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142843 members 
Mstep: Class 2 contains 37728 members 
Entering Unmasked Estep 
Score: -25421550.000000 Penalty: 6003.523926
	Iteration 80F: 3 clusters Score -2.542155e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143130 members 
Mstep: Class 2 contains 37441 members 
Entering Unmasked Estep 
Score: -25421572.000000 Penalty: 6003.523926
	Iteration 81Q: 3 clusters Score -2.542157e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143450 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -25421616.000000 Penalty: 6003.523926
	Iteration 82Q: 3 clusters Score -2.542162e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143792 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -25421658.000000 Penalty: 6003.523926
	Iteration 83Q: 3 clusters Score -2.542166e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144178 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -25421704.000000 Penalty: 6003.523926
	Iteration 84Q: 3 clusters Score -2.54217e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144561 members 
Mstep: Class 2 contains 36010 members 
Entering Unmasked Estep 
Score: -25421800.000000 Penalty: 6003.523926
	Iteration 85Q: 3 clusters Score -2.54218e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144962 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -25421880.000000 Penalty: 6003.523926
	Iteration 86Q: 3 clusters Score -2.542188e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145393 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -25421916.000000 Penalty: 6003.523926
	Iteration 87Q: 3 clusters Score -2.542192e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145846 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -25422010.000000 Penalty: 6003.523926
	Iteration 88Q: 3 clusters Score -2.542201e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146332 members 
Mstep: Class 2 contains 34239 members 
Entering Unmasked Estep 
Score: -25422084.000000 Penalty: 6003.523926
	Iteration 89Q: 3 clusters Score -2.542208e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146822 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -25422162.000000 Penalty: 6003.523926
	Iteration 90Q: 3 clusters Score -2.542216e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147304 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -25422268.000000 Penalty: 6003.523926
	Iteration 91Q: 3 clusters Score -2.542227e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147801 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -25422390.000000 Penalty: 6003.523926
	Iteration 92Q: 3 clusters Score -2.542239e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148297 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -25422466.000000 Penalty: 6003.523926
	Iteration 93Q: 3 clusters Score -2.542247e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148805 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -25422626.000000 Penalty: 6003.523926
	Iteration 94Q: 3 clusters Score -2.542263e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149319 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -25422744.000000 Penalty: 6003.523926
	Iteration 95Q: 3 clusters Score -2.542274e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149849 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -25422862.000000 Penalty: 6003.523926
	Iteration 96Q: 3 clusters Score -2.542286e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150379 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -25423032.000000 Penalty: 6003.523926
	Iteration 97Q: 3 clusters Score -2.542303e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150931 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -25423018.000000 Penalty: 6003.523926
	Iteration 98Q: 3 clusters Score -2.542302e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151496 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -25423380.000000 Penalty: 6003.523926
	Iteration 99Q: 3 clusters Score -2.542338e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152116 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -25423686.000000 Penalty: 6003.523926
	Iteration 100F: 3 clusters Score -2.542369e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152849 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -25424162.000000 Penalty: 6003.523926
	Iteration 101Q: 3 clusters Score -2.542416e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153621 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -25424626.000000 Penalty: 6003.523926
	Iteration 102Q: 3 clusters Score -2.542463e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154440 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -25425036.000000 Penalty: 6003.523926
	Iteration 103Q: 3 clusters Score -2.542504e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155298 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -25425988.000000 Penalty: 6003.523926
	Iteration 104Q: 3 clusters Score -2.542599e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156347 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -25426820.000000 Penalty: 6003.523926
	Iteration 105Q: 3 clusters Score -2.542682e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157517 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -25427718.000000 Penalty: 6003.523926
	Iteration 106Q: 3 clusters Score -2.542772e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158848 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -25428656.000000 Penalty: 6003.523926
	Iteration 107Q: 3 clusters Score -2.542866e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160234 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -25429560.000000 Penalty: 6003.523926
	Iteration 108Q: 3 clusters Score -2.542956e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161678 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -25430374.000000 Penalty: 6003.523926
	Iteration 109Q: 3 clusters Score -2.543037e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163204 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -25430898.000000 Penalty: 6003.523926
	Iteration 110Q: 3 clusters Score -2.54309e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164721 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -25431558.000000 Penalty: 6003.523926
	Iteration 111Q: 3 clusters Score -2.543156e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166252 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -25432218.000000 Penalty: 6003.523926
	Iteration 112Q: 3 clusters Score -2.543222e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167738 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -25432676.000000 Penalty: 6003.523926
	Iteration 113Q: 3 clusters Score -2.543268e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169168 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -25432752.000000 Penalty: 6003.523926
	Iteration 114Q: 3 clusters Score -2.543275e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170546 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -25432652.000000 Penalty: 6003.523926
	Iteration 115Q: 3 clusters Score -2.543265e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171827 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -25432462.000000 Penalty: 6003.523926
	Iteration 116Q: 3 clusters Score -2.543246e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173040 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -25432154.000000 Penalty: 6003.523926
	Iteration 117Q: 3 clusters Score -2.543215e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174097 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -25431956.000000 Penalty: 6003.523926
	Iteration 118Q: 3 clusters Score -2.543196e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174991 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -25431714.000000 Penalty: 6003.523926
	Iteration 119Q: 3 clusters Score -2.543171e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175744 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -25431506.000000 Penalty: 6003.523926
	Iteration 120F: 3 clusters Score -2.543151e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176368 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -25431294.000000 Penalty: 6003.523926
	Iteration 121Q: 3 clusters Score -2.543129e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176855 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -25431110.000000 Penalty: 6003.523926
	Iteration 122Q: 3 clusters Score -2.543111e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177245 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -25431028.000000 Penalty: 6003.523926
	Iteration 123Q: 3 clusters Score -2.543103e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177586 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -25430900.000000 Penalty: 6003.523926
	Iteration 124Q: 3 clusters Score -2.54309e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177824 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -25430780.000000 Penalty: 6003.523926
	Iteration 125Q: 3 clusters Score -2.543078e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178021 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -25430658.000000 Penalty: 6003.523926
	Iteration 126Q: 3 clusters Score -2.543066e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178190 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -25430534.000000 Penalty: 6003.523926
	Iteration 127Q: 3 clusters Score -2.543053e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178304 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -25430528.000000 Penalty: 6003.523926
	Iteration 128Q: 3 clusters Score -2.543053e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178383 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -25430454.000000 Penalty: 6003.523926
	Iteration 129Q: 3 clusters Score -2.543045e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178447 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -25430366.000000 Penalty: 6003.523926
	Iteration 130Q: 3 clusters Score -2.543037e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178511 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -25430356.000000 Penalty: 6003.523926
	Iteration 131Q: 3 clusters Score -2.543036e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178558 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -25430328.000000 Penalty: 6003.523926
	Iteration 132Q: 3 clusters Score -2.543033e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178588 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -25430334.000000 Penalty: 6003.523926
	Iteration 133Q: 3 clusters Score -2.543033e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178612 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -25430310.000000 Penalty: 6003.523926
	Iteration 134Q: 3 clusters Score -2.543031e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178640 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -25430274.000000 Penalty: 6003.523926
	Iteration 135Q: 3 clusters Score -2.543027e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178663 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -25430230.000000 Penalty: 6003.523926
	Iteration 136Q: 3 clusters Score -2.543023e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178675 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -25430234.000000 Penalty: 6003.523926
	Iteration 137Q: 3 clusters Score -2.543023e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178689 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -25430216.000000 Penalty: 6003.523926
	Iteration 138Q: 3 clusters Score -2.543022e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178709 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -25430188.000000 Penalty: 6003.523926
	Iteration 139Q: 3 clusters Score -2.543019e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178726 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -25430180.000000 Penalty: 6003.523926
	Iteration 140F: 3 clusters Score -2.543018e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178743 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -25430166.000000 Penalty: 6003.523926
	Iteration 141Q: 3 clusters Score -2.543017e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178762 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -25430142.000000 Penalty: 6003.523926
	Iteration 142Q: 3 clusters Score -2.543014e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178781 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -25430160.000000 Penalty: 6003.523926
	Iteration 143Q: 3 clusters Score -2.543016e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178803 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -25430148.000000 Penalty: 6003.523926
	Iteration 144Q: 3 clusters Score -2.543015e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178815 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -25430144.000000 Penalty: 6003.523926
	Iteration 145Q: 3 clusters Score -2.543014e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178835 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -25430098.000000 Penalty: 6003.523926
	Iteration 146Q: 3 clusters Score -2.54301e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178856 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -25430110.000000 Penalty: 6003.523926
	Iteration 147Q: 3 clusters Score -2.543011e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178868 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -25430082.000000 Penalty: 6003.523926
	Iteration 148Q: 3 clusters Score -2.543008e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178879 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -25430080.000000 Penalty: 6003.523926
	Iteration 149Q: 3 clusters Score -2.543008e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178885 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -25430070.000000 Penalty: 6003.523926
	Iteration 150Q: 3 clusters Score -2.543007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178888 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -25430086.000000 Penalty: 6003.523926
	Iteration 151Q: 3 clusters Score -2.543009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178889 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -25430082.000000 Penalty: 6003.523926
	Iteration 152Q: 3 clusters Score -2.543008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178890 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -25430076.000000 Penalty: 6003.523926
	Iteration 153Q: 3 clusters Score -2.543008e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178890 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -25430076.000000 Penalty: 6003.523926
	Iteration 154F: 3 clusters Score -2.543008e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (132260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132260 members 
Entering Unmasked Estep 
Score: -18724862.000000 Penalty: 2924.546387
	Iteration 0F: 2 clusters Score -1.872486e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66134 members 
Mstep: Class 2 contains 66126 members 
Entering Unmasked Estep 
Score: -18641216.000000 Penalty: 5849.092773
	Iteration 0F: 3 clusters Score -1.864122e+07 nChanged 63033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65879 members 
Mstep: Class 2 contains 66381 members 
Entering Unmasked Estep 
Score: -18677144.000000 Penalty: 5849.092773
	Iteration 1F: 3 clusters Score -1.867714e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65938 members 
Mstep: Class 2 contains 66322 members 
Entering Unmasked Estep 
Score: -18678064.000000 Penalty: 5849.092773
	Iteration 2Q: 3 clusters Score -1.867806e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65966 members 
Mstep: Class 2 contains 66294 members 
Entering Unmasked Estep 
Score: -18678958.000000 Penalty: 5849.092773
	Iteration 3Q: 3 clusters Score -1.867896e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65958 members 
Mstep: Class 2 contains 66302 members 
Entering Unmasked Estep 
Score: -18679938.000000 Penalty: 5849.092773
	Iteration 4Q: 3 clusters Score -1.867994e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65614 members 
Mstep: Class 2 contains 66646 members 
Entering Unmasked Estep 
Score: -18681172.000000 Penalty: 5849.092773
	Iteration 5Q: 3 clusters Score -1.868117e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64806 members 
Mstep: Class 2 contains 67454 members 
Entering Unmasked Estep 
Score: -18682534.000000 Penalty: 5849.092773
	Iteration 6Q: 3 clusters Score -1.868253e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63325 members 
Mstep: Class 2 contains 68935 members 
Entering Unmasked Estep 
Score: -18684350.000000 Penalty: 5849.092773
	Iteration 7Q: 3 clusters Score -1.868435e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60910 members 
Mstep: Class 2 contains 71350 members 
Entering Unmasked Estep 
Score: -18686860.000000 Penalty: 5849.092773
	Iteration 8Q: 3 clusters Score -1.868686e+07 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57462 members 
Mstep: Class 2 contains 74798 members 
Entering Unmasked Estep 
Score: -18690790.000000 Penalty: 5849.092773
	Iteration 9F: 3 clusters Score -1.869079e+07 nChanged 8043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52951 members 
Mstep: Class 2 contains 79309 members 
Entering Unmasked Estep 
Score: -18696860.000000 Penalty: 5849.092773
	Iteration 10F: 3 clusters Score -1.869686e+07 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48158 members 
Mstep: Class 2 contains 84102 members 
Entering Unmasked Estep 
Score: -18703734.000000 Penalty: 5849.092773
	Iteration 11F: 3 clusters Score -1.870373e+07 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44293 members 
Mstep: Class 2 contains 87967 members 
Entering Unmasked Estep 
Score: -18708784.000000 Penalty: 5849.092773
	Iteration 12F: 3 clusters Score -1.870878e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41263 members 
Mstep: Class 2 contains 90997 members 
Entering Unmasked Estep 
Score: -18710980.000000 Penalty: 5849.092773
	Iteration 13Q: 3 clusters Score -1.871098e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 93657 members 
Entering Unmasked Estep 
Score: -18712258.000000 Penalty: 5849.092773
	Iteration 14Q: 3 clusters Score -1.871226e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 96290 members 
Entering Unmasked Estep 
Score: -18713198.000000 Penalty: 5849.092773
	Iteration 15Q: 3 clusters Score -1.87132e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 98850 members 
Entering Unmasked Estep 
Score: -18714026.000000 Penalty: 5849.092773
	Iteration 16Q: 3 clusters Score -1.871403e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 101315 members 
Entering Unmasked Estep 
Score: -18714806.000000 Penalty: 5849.092773
	Iteration 17Q: 3 clusters Score -1.871481e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 103754 members 
Entering Unmasked Estep 
Score: -18715484.000000 Penalty: 5849.092773
	Iteration 18Q: 3 clusters Score -1.871548e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 106201 members 
Entering Unmasked Estep 
Score: -18716152.000000 Penalty: 5849.092773
	Iteration 19Q: 3 clusters Score -1.871615e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 108627 members 
Entering Unmasked Estep 
Score: -18716732.000000 Penalty: 5849.092773
	Iteration 20F: 3 clusters Score -1.871673e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 111018 members 
Entering Unmasked Estep 
Score: -18717424.000000 Penalty: 5849.092773
	Iteration 21Q: 3 clusters Score -1.871742e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 113289 members 
Entering Unmasked Estep 
Score: -18718094.000000 Penalty: 5849.092773
	Iteration 22Q: 3 clusters Score -1.871809e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 115513 members 
Entering Unmasked Estep 
Score: -18718720.000000 Penalty: 5849.092773
	Iteration 23Q: 3 clusters Score -1.871872e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 117571 members 
Entering Unmasked Estep 
Score: -18719294.000000 Penalty: 5849.092773
	Iteration 24Q: 3 clusters Score -1.871929e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 119491 members 
Entering Unmasked Estep 
Score: -18719906.000000 Penalty: 5849.092773
	Iteration 25Q: 3 clusters Score -1.871991e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 121207 members 
Entering Unmasked Estep 
Score: -18720588.000000 Penalty: 5849.092773
	Iteration 26Q: 3 clusters Score -1.872059e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 122778 members 
Entering Unmasked Estep 
Score: -18721140.000000 Penalty: 5849.092773
	Iteration 27Q: 3 clusters Score -1.872114e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 124126 members 
Entering Unmasked Estep 
Score: -18721654.000000 Penalty: 5849.092773
	Iteration 28Q: 3 clusters Score -1.872165e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 125318 members 
Entering Unmasked Estep 
Score: -18721964.000000 Penalty: 5849.092773
	Iteration 29Q: 3 clusters Score -1.872196e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 126344 members 
Entering Unmasked Estep 
Score: -18722298.000000 Penalty: 5849.092773
	Iteration 30Q: 3 clusters Score -1.87223e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 127217 members 
Entering Unmasked Estep 
Score: -18722596.000000 Penalty: 5849.092773
	Iteration 31Q: 3 clusters Score -1.87226e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 127884 members 
Entering Unmasked Estep 
Score: -18722950.000000 Penalty: 5849.092773
	Iteration 32Q: 3 clusters Score -1.872295e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 128401 members 
Entering Unmasked Estep 
Score: -18723098.000000 Penalty: 5849.092773
	Iteration 33Q: 3 clusters Score -1.87231e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 128824 members 
Entering Unmasked Estep 
Score: -18723286.000000 Penalty: 5849.092773
	Iteration 34Q: 3 clusters Score -1.872329e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 129170 members 
Entering Unmasked Estep 
Score: -18723352.000000 Penalty: 5849.092773
	Iteration 35Q: 3 clusters Score -1.872335e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 129435 members 
Entering Unmasked Estep 
Score: -18723460.000000 Penalty: 5849.092773
	Iteration 36Q: 3 clusters Score -1.872346e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 129631 members 
Entering Unmasked Estep 
Score: -18723506.000000 Penalty: 5849.092773
	Iteration 37Q: 3 clusters Score -1.872351e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 129763 members 
Entering Unmasked Estep 
Score: -18723484.000000 Penalty: 5849.092773
	Iteration 38Q: 3 clusters Score -1.872348e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 129873 members 
Entering Unmasked Estep 
Score: -18723506.000000 Penalty: 5849.092773
	Iteration 39Q: 3 clusters Score -1.872351e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 129970 members 
Entering Unmasked Estep 
Score: -18723560.000000 Penalty: 5849.092773
	Iteration 40F: 3 clusters Score -1.872356e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 130053 members 
Entering Unmasked Estep 
Score: -18723592.000000 Penalty: 5849.092773
	Iteration 41Q: 3 clusters Score -1.872359e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 130131 members 
Entering Unmasked Estep 
Score: -18723610.000000 Penalty: 5849.092773
	Iteration 42Q: 3 clusters Score -1.872361e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 130185 members 
Entering Unmasked Estep 
Score: -18723598.000000 Penalty: 5849.092773
	Iteration 43Q: 3 clusters Score -1.87236e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 130233 members 
Entering Unmasked Estep 
Score: -18723616.000000 Penalty: 5849.092773
	Iteration 44Q: 3 clusters Score -1.872362e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 130275 members 
Entering Unmasked Estep 
Score: -18723638.000000 Penalty: 5849.092773
	Iteration 45Q: 3 clusters Score -1.872364e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 130298 members 
Entering Unmasked Estep 
Score: -18723618.000000 Penalty: 5849.092773
	Iteration 46Q: 3 clusters Score -1.872362e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 130309 members 
Entering Unmasked Estep 
Score: -18723626.000000 Penalty: 5849.092773
	Iteration 47Q: 3 clusters Score -1.872363e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 130324 members 
Entering Unmasked Estep 
Score: -18723630.000000 Penalty: 5849.092773
	Iteration 48Q: 3 clusters Score -1.872363e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 130346 members 
Entering Unmasked Estep 
Score: -18723642.000000 Penalty: 5849.092773
	Iteration 49Q: 3 clusters Score -1.872364e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 130365 members 
Entering Unmasked Estep 
Score: -18723636.000000 Penalty: 5849.092773
	Iteration 50Q: 3 clusters Score -1.872364e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 130388 members 
Entering Unmasked Estep 
Score: -18723650.000000 Penalty: 5849.092773
	Iteration 51Q: 3 clusters Score -1.872365e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 130407 members 
Entering Unmasked Estep 
Score: -18723658.000000 Penalty: 5849.092773
	Iteration 52Q: 3 clusters Score -1.872366e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 130423 members 
Entering Unmasked Estep 
Score: -18723666.000000 Penalty: 5849.092773
	Iteration 53Q: 3 clusters Score -1.872367e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 130437 members 
Entering Unmasked Estep 
Score: -18723658.000000 Penalty: 5849.092773
	Iteration 54Q: 3 clusters Score -1.872366e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 130448 members 
Entering Unmasked Estep 
Score: -18723662.000000 Penalty: 5849.092773
	Iteration 55Q: 3 clusters Score -1.872366e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 130460 members 
Entering Unmasked Estep 
Score: -18723654.000000 Penalty: 5849.092773
	Iteration 56Q: 3 clusters Score -1.872365e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 130468 members 
Entering Unmasked Estep 
Score: -18723672.000000 Penalty: 5849.092773
	Iteration 57Q: 3 clusters Score -1.872367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 130472 members 
Entering Unmasked Estep 
Score: -18723672.000000 Penalty: 5849.092773
	Iteration 58Q: 3 clusters Score -1.872367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 130476 members 
Entering Unmasked Estep 
Score: -18723674.000000 Penalty: 5849.092773
	Iteration 59Q: 3 clusters Score -1.872367e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 130477 members 
Entering Unmasked Estep 
Score: -18723676.000000 Penalty: 5849.092773
	Iteration 60F: 3 clusters Score -1.872368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 130478 members 
Entering Unmasked Estep 
Score: -18723672.000000 Penalty: 5849.092773
	Iteration 61Q: 3 clusters Score -1.872367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 130480 members 
Entering Unmasked Estep 
Score: -18723678.000000 Penalty: 5849.092773
	Iteration 62Q: 3 clusters Score -1.872368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 130481 members 
Entering Unmasked Estep 
Score: -18723676.000000 Penalty: 5849.092773
	Iteration 63Q: 3 clusters Score -1.872368e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 130481 members 
Entering Unmasked Estep 
Score: -18723676.000000 Penalty: 5849.092773
	Iteration 64F: 3 clusters Score -1.872368e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Entering Unmasked Estep 
Score: -1116536.875000 Penalty: 2235.914551
	Iteration 0F: 2 clusters Score -1116537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1109971.125000 Penalty: 4471.829102
	Iteration 0F: 3 clusters Score -1109971 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1111812.875000 Penalty: 4471.829102
	Iteration 1F: 3 clusters Score -1111813 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1112089.125000 Penalty: 4471.829102
	Iteration 2F: 3 clusters Score -1112089 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1112287.250000 Penalty: 4471.829102
	Iteration 3F: 3 clusters Score -1112287 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1112435.375000 Penalty: 4471.829102
	Iteration 4Q: 3 clusters Score -1112435 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1112572.625000 Penalty: 4471.829102
	Iteration 5Q: 3 clusters Score -1112573 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1112716.000000 Penalty: 4471.829102
	Iteration 6Q: 3 clusters Score -1112716 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1112878.500000 Penalty: 4471.829102
	Iteration 7Q: 3 clusters Score -1112878 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1113108.250000 Penalty: 4471.829102
	Iteration 8Q: 3 clusters Score -1113108 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1113386.375000 Penalty: 4471.829102
	Iteration 9Q: 3 clusters Score -1113386 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1113692.375000 Penalty: 4471.829102
	Iteration 10Q: 3 clusters Score -1113692 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1113986.750000 Penalty: 4471.829102
	Iteration 11Q: 3 clusters Score -1113987 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1114257.875000 Penalty: 4471.829102
	Iteration 12Q: 3 clusters Score -1114258 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1114451.750000 Penalty: 4471.829102
	Iteration 13Q: 3 clusters Score -1114452 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1114584.625000 Penalty: 4471.829102
	Iteration 14Q: 3 clusters Score -1114585 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1114703.750000 Penalty: 4471.829102
	Iteration 15Q: 3 clusters Score -1114704 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1114807.875000 Penalty: 4471.829102
	Iteration 16Q: 3 clusters Score -1114808 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1114889.375000 Penalty: 4471.829102
	Iteration 17Q: 3 clusters Score -1114889 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1114940.750000 Penalty: 4471.829102
	Iteration 18Q: 3 clusters Score -1114941 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1114975.500000 Penalty: 4471.829102
	Iteration 19Q: 3 clusters Score -1114976 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1115019.000000 Penalty: 4471.829102
	Iteration 20F: 3 clusters Score -1115019 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1115049.500000 Penalty: 4471.829102
	Iteration 21Q: 3 clusters Score -1115050 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1115077.250000 Penalty: 4471.829102
	Iteration 22Q: 3 clusters Score -1115077 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1115114.625000 Penalty: 4471.829102
	Iteration 23Q: 3 clusters Score -1115115 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1115141.125000 Penalty: 4471.829102
	Iteration 24Q: 3 clusters Score -1115141 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1115160.250000 Penalty: 4471.829102
	Iteration 25Q: 3 clusters Score -1115160 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1115188.625000 Penalty: 4471.829102
	Iteration 26Q: 3 clusters Score -1115189 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1115215.750000 Penalty: 4471.829102
	Iteration 27Q: 3 clusters Score -1115216 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1115246.125000 Penalty: 4471.829102
	Iteration 28Q: 3 clusters Score -1115246 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1115277.000000 Penalty: 4471.829102
	Iteration 29Q: 3 clusters Score -1115277 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1115305.000000 Penalty: 4471.829102
	Iteration 30Q: 3 clusters Score -1115305 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1115343.000000 Penalty: 4471.829102
	Iteration 31Q: 3 clusters Score -1115343 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1115393.000000 Penalty: 4471.829102
	Iteration 32Q: 3 clusters Score -1115393 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1115463.500000 Penalty: 4471.829102
	Iteration 33Q: 3 clusters Score -1115464 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1115537.500000 Penalty: 4471.829102
	Iteration 34Q: 3 clusters Score -1115538 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1115669.625000 Penalty: 4471.829102
	Iteration 35Q: 3 clusters Score -1115670 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1115821.625000 Penalty: 4471.829102
	Iteration 36Q: 3 clusters Score -1115822 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1115956.875000 Penalty: 4471.829102
	Iteration 37Q: 3 clusters Score -1115957 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1116068.750000 Penalty: 4471.829102
	Iteration 38Q: 3 clusters Score -1116069 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1116166.875000 Penalty: 4471.829102
	Iteration 39Q: 3 clusters Score -1116167 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1116215.250000 Penalty: 4471.829102
	Iteration 40F: 3 clusters Score -1116215 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1116249.750000 Penalty: 4471.829102
	Iteration 41Q: 3 clusters Score -1116250 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1116267.500000 Penalty: 4471.829102
	Iteration 42Q: 3 clusters Score -1116268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1116274.875000 Penalty: 4471.829102
	Iteration 43Q: 3 clusters Score -1116275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1116276.500000 Penalty: 4471.829102
	Iteration 44Q: 3 clusters Score -1116276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1116277.000000 Penalty: 4471.829102
	Iteration 45Q: 3 clusters Score -1116277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1116278.750000 Penalty: 4471.829102
	Iteration 46Q: 3 clusters Score -1116279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1116279.750000 Penalty: 4471.829102
	Iteration 47Q: 3 clusters Score -1116280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1116279.750000 Penalty: 4471.829102
	Iteration 48F: 3 clusters Score -1116280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Entering Unmasked Estep 
Score: -4524561.500000 Penalty: 2572.354248
	Iteration 0F: 2 clusters Score -4524562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -4502743.500000 Penalty: 5144.708496
	Iteration 0F: 3 clusters Score -4502744 nChanged 14474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -4510647.500000 Penalty: 5144.708496
	Iteration 1F: 3 clusters Score -4510648 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -4511119.000000 Penalty: 5144.708496
	Iteration 2Q: 3 clusters Score -4511119 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -4511585.500000 Penalty: 5144.708496
	Iteration 3Q: 3 clusters Score -4511586 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -4512020.500000 Penalty: 5144.708496
	Iteration 4Q: 3 clusters Score -4512020 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -4512534.000000 Penalty: 5144.708496
	Iteration 5Q: 3 clusters Score -4512534 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -4513152.500000 Penalty: 5144.708496
	Iteration 6Q: 3 clusters Score -4513152 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -4514064.500000 Penalty: 5144.708496
	Iteration 7Q: 3 clusters Score -4514064 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -4515267.000000 Penalty: 5144.708496
	Iteration 8F: 3 clusters Score -4515267 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -4516879.500000 Penalty: 5144.708496
	Iteration 9F: 3 clusters Score -4516880 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -4518553.000000 Penalty: 5144.708496
	Iteration 10F: 3 clusters Score -4518553 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -4519932.000000 Penalty: 5144.708496
	Iteration 11Q: 3 clusters Score -4519932 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -4520841.500000 Penalty: 5144.708496
	Iteration 12Q: 3 clusters Score -4520842 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -4521430.000000 Penalty: 5144.708496
	Iteration 13Q: 3 clusters Score -4521430 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -4521773.000000 Penalty: 5144.708496
	Iteration 14Q: 3 clusters Score -4521773 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -4521974.500000 Penalty: 5144.708496
	Iteration 15Q: 3 clusters Score -4521974 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -4522108.500000 Penalty: 5144.708496
	Iteration 16Q: 3 clusters Score -4522108 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -4522185.000000 Penalty: 5144.708496
	Iteration 17Q: 3 clusters Score -4522185 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -4522233.500000 Penalty: 5144.708496
	Iteration 18Q: 3 clusters Score -4522234 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -4522269.000000 Penalty: 5144.708496
	Iteration 19Q: 3 clusters Score -4522269 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 31331 members 
Entering Unmasked Estep 
Score: -4522306.500000 Penalty: 5144.708496
	Iteration 20F: 3 clusters Score -4522306 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -4522331.000000 Penalty: 5144.708496
	Iteration 21Q: 3 clusters Score -4522331 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -4522342.500000 Penalty: 5144.708496
	Iteration 22Q: 3 clusters Score -4522342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -4522348.000000 Penalty: 5144.708496
	Iteration 23Q: 3 clusters Score -4522348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -4522357.000000 Penalty: 5144.708496
	Iteration 24Q: 3 clusters Score -4522357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 31410 members 
Entering Unmasked Estep 
Score: -4522361.500000 Penalty: 5144.708496
	Iteration 25Q: 3 clusters Score -4522362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -4522368.000000 Penalty: 5144.708496
	Iteration 26Q: 3 clusters Score -4522368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -4522372.000000 Penalty: 5144.708496
	Iteration 27Q: 3 clusters Score -4522372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -4522372.000000 Penalty: 5144.708496
	Iteration 28F: 3 clusters Score -4522372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Entering Unmasked Estep 
Score: -2559199.250000 Penalty: 2431.679199
	Iteration 0F: 2 clusters Score -2559199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2546369.500000 Penalty: 4863.358398
	Iteration 0F: 3 clusters Score -2546370 nChanged 7845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2550517.000000 Penalty: 4863.358398
	Iteration 1F: 3 clusters Score -2550517 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -2550845.000000 Penalty: 4863.358398
	Iteration 2F: 3 clusters Score -2550845 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -2551080.750000 Penalty: 4863.358398
	Iteration 3Q: 3 clusters Score -2551081 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -2551280.500000 Penalty: 4863.358398
	Iteration 4Q: 3 clusters Score -2551280 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -2551482.250000 Penalty: 4863.358398
	Iteration 5Q: 3 clusters Score -2551482 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2551666.500000 Penalty: 4863.358398
	Iteration 6Q: 3 clusters Score -2551666 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2551851.000000 Penalty: 4863.358398
	Iteration 7Q: 3 clusters Score -2551851 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -2552056.750000 Penalty: 4863.358398
	Iteration 8Q: 3 clusters Score -2552057 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -2552333.250000 Penalty: 4863.358398
	Iteration 9Q: 3 clusters Score -2552333 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -2552673.750000 Penalty: 4863.358398
	Iteration 10Q: 3 clusters Score -2552674 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -2553089.750000 Penalty: 4863.358398
	Iteration 11Q: 3 clusters Score -2553090 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -2553602.500000 Penalty: 4863.358398
	Iteration 12Q: 3 clusters Score -2553602 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -2554211.250000 Penalty: 4863.358398
	Iteration 13Q: 3 clusters Score -2554211 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -2554833.250000 Penalty: 4863.358398
	Iteration 14Q: 3 clusters Score -2554833 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -2555389.000000 Penalty: 4863.358398
	Iteration 15Q: 3 clusters Score -2555389 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -2555922.000000 Penalty: 4863.358398
	Iteration 16Q: 3 clusters Score -2555922 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -2556280.000000 Penalty: 4863.358398
	Iteration 17Q: 3 clusters Score -2556280 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -2556525.250000 Penalty: 4863.358398
	Iteration 18Q: 3 clusters Score -2556525 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2556686.500000 Penalty: 4863.358398
	Iteration 19Q: 3 clusters Score -2556686 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -2556790.500000 Penalty: 4863.358398
	Iteration 20F: 3 clusters Score -2556790 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -2556885.750000 Penalty: 4863.358398
	Iteration 21Q: 3 clusters Score -2556886 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -2556950.250000 Penalty: 4863.358398
	Iteration 22Q: 3 clusters Score -2556950 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -2556985.000000 Penalty: 4863.358398
	Iteration 23Q: 3 clusters Score -2556985 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -2557025.500000 Penalty: 4863.358398
	Iteration 24Q: 3 clusters Score -2557026 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -2557050.000000 Penalty: 4863.358398
	Iteration 25Q: 3 clusters Score -2557050 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -2557067.000000 Penalty: 4863.358398
	Iteration 26Q: 3 clusters Score -2557067 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -2557078.250000 Penalty: 4863.358398
	Iteration 27Q: 3 clusters Score -2557078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -2557092.750000 Penalty: 4863.358398
	Iteration 28Q: 3 clusters Score -2557093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -2557099.000000 Penalty: 4863.358398
	Iteration 29Q: 3 clusters Score -2557099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -2557102.750000 Penalty: 4863.358398
	Iteration 30Q: 3 clusters Score -2557103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -2557103.250000 Penalty: 4863.358398
	Iteration 31Q: 3 clusters Score -2557103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -2557105.250000 Penalty: 4863.358398
	Iteration 32Q: 3 clusters Score -2557105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -2557108.250000 Penalty: 4863.358398
	Iteration 33Q: 3 clusters Score -2557108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -2557106.500000 Penalty: 4863.358398
	Iteration 34Q: 3 clusters Score -2557106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -2557106.500000 Penalty: 4863.358398
	Iteration 35F: 3 clusters Score -2557106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Entering Unmasked Estep 
Score: -77580.429688 Penalty: 1573.282349
	Iteration 0F: 2 clusters Score -77580.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -75944.703125 Penalty: 3146.564697
	Iteration 0F: 3 clusters Score -75944.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -76125.320312 Penalty: 3146.564697
	Iteration 1F: 3 clusters Score -76125.32 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -76200.164062 Penalty: 3146.564697
	Iteration 2F: 3 clusters Score -76200.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -76233.710938 Penalty: 3146.564697
	Iteration 3Q: 3 clusters Score -76233.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -76257.468750 Penalty: 3146.564697
	Iteration 4Q: 3 clusters Score -76257.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -76274.093750 Penalty: 3146.564697
	Iteration 5Q: 3 clusters Score -76274.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -76274.093750 Penalty: 3146.564697
	Iteration 6F: 3 clusters Score -76274.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Entering Unmasked Estep 
Score: -5431280.000000 Penalty: 2625.579346
	Iteration 0F: 2 clusters Score -5431280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -5404579.500000 Penalty: 5251.158691
	Iteration 0F: 3 clusters Score -5404580 nChanged 17972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -5414202.000000 Penalty: 5251.158691
	Iteration 1F: 3 clusters Score -5414202 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -5414657.000000 Penalty: 5251.158691
	Iteration 2Q: 3 clusters Score -5414657 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -5415039.000000 Penalty: 5251.158691
	Iteration 3Q: 3 clusters Score -5415039 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -5415367.000000 Penalty: 5251.158691
	Iteration 4Q: 3 clusters Score -5415367 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -5415723.500000 Penalty: 5251.158691
	Iteration 5Q: 3 clusters Score -5415724 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -5416152.500000 Penalty: 5251.158691
	Iteration 6Q: 3 clusters Score -5416152 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -5416702.000000 Penalty: 5251.158691
	Iteration 7Q: 3 clusters Score -5416702 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -5417439.000000 Penalty: 5251.158691
	Iteration 8Q: 3 clusters Score -5417439 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -5418544.000000 Penalty: 5251.158691
	Iteration 9F: 3 clusters Score -5418544 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -5420309.000000 Penalty: 5251.158691
	Iteration 10F: 3 clusters Score -5420309 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -5422669.000000 Penalty: 5251.158691
	Iteration 11F: 3 clusters Score -5422669 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 35360 members 
Entering Unmasked Estep 
Score: -5425174.000000 Penalty: 5251.158691
	Iteration 12F: 3 clusters Score -5425174 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -5427009.000000 Penalty: 5251.158691
	Iteration 13F: 3 clusters Score -5427009 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -5428072.000000 Penalty: 5251.158691
	Iteration 14Q: 3 clusters Score -5428072 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 39011 members 
Entering Unmasked Estep 
Score: -5428568.500000 Penalty: 5251.158691
	Iteration 15Q: 3 clusters Score -5428568 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -5428788.500000 Penalty: 5251.158691
	Iteration 16Q: 3 clusters Score -5428788 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -5428868.000000 Penalty: 5251.158691
	Iteration 17Q: 3 clusters Score -5428868 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -5428920.000000 Penalty: 5251.158691
	Iteration 18Q: 3 clusters Score -5428920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 39334 members 
Entering Unmasked Estep 
Score: -5428956.500000 Penalty: 5251.158691
	Iteration 19Q: 3 clusters Score -5428956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -5428982.500000 Penalty: 5251.158691
	Iteration 20F: 3 clusters Score -5428982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 39356 members 
Entering Unmasked Estep 
Score: -5429003.000000 Penalty: 5251.158691
	Iteration 21Q: 3 clusters Score -5429003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
Score: -5429006.000000 Penalty: 5251.158691
	Iteration 22Q: 3 clusters Score -5429006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 39358 members 
Entering Unmasked Estep 
Score: -5429011.000000 Penalty: 5251.158691
	Iteration 23Q: 3 clusters Score -5429011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 39358 members 
Entering Unmasked Estep 
Score: -5429008.000000 Penalty: 5251.158691
	Iteration 24Q: 3 clusters Score -5429008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -5429011.500000 Penalty: 5251.158691
	Iteration 25Q: 3 clusters Score -5429012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 39360 members 
Entering Unmasked Estep 
Score: -5429015.000000 Penalty: 5251.158691
	Iteration 26Q: 3 clusters Score -5429015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 39358 members 
Entering Unmasked Estep 
Score: -5429015.000000 Penalty: 5251.158691
	Iteration 27Q: 3 clusters Score -5429015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 39358 members 
Entering Unmasked Estep 
Score: -5429015.000000 Penalty: 5251.158691
	Iteration 28F: 3 clusters Score -5429015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -105306.492188 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -105306.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -103552.195312 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -103552.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -103765.906250 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -103765.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -103830.218750 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -103830.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -103864.296875 Penalty: 3292.729736
	Iteration 3Q: 3 clusters Score -103864.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -103876.460938 Penalty: 3292.729736
	Iteration 4Q: 3 clusters Score -103876.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -103886.437500 Penalty: 3292.729736
	Iteration 5Q: 3 clusters Score -103886.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -103889.585938 Penalty: 3292.729736
	Iteration 6Q: 3 clusters Score -103889.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -103889.585938 Penalty: 3292.729736
	Iteration 7F: 3 clusters Score -103889.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -83711.242188 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -83711.24 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 320 members 
Entering Unmasked Estep 
Score: -82064.070312 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -82064.07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -82237.914062 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -82237.91 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -82299.210938 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -82299.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -82323.796875 Penalty: 3193.125000
	Iteration 3Q: 3 clusters Score -82323.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -82328.992188 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -82328.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -82334.218750 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -82334.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -82339.453125 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -82339.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -82342.640625 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -82342.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -82349.648438 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -82349.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -82355.328125 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -82355.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -82355.328125 Penalty: 3193.125000
	Iteration 10F: 3 clusters Score -82355.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (157723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157723 members 
Entering Unmasked Estep 
Score: -22027784.000000 Penalty: 2968.211670
	Iteration 0F: 2 clusters Score -2.202778e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78873 members 
Mstep: Class 2 contains 78850 members 
Entering Unmasked Estep 
Score: -21924296.000000 Penalty: 5936.423340
	Iteration 0F: 3 clusters Score -2.19243e+07 nChanged 75505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80046 members 
Mstep: Class 2 contains 77677 members 
Entering Unmasked Estep 
Score: -21968602.000000 Penalty: 5936.423340
	Iteration 1F: 3 clusters Score -2.19686e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81311 members 
Mstep: Class 2 contains 76412 members 
Entering Unmasked Estep 
Score: -21970136.000000 Penalty: 5936.423340
	Iteration 2Q: 3 clusters Score -2.197014e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83307 members 
Mstep: Class 2 contains 74416 members 
Entering Unmasked Estep 
Score: -21972628.000000 Penalty: 5936.423340
	Iteration 3Q: 3 clusters Score -2.197263e+07 nChanged 7912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86637 members 
Mstep: Class 2 contains 71086 members 
Entering Unmasked Estep 
Score: -21976416.000000 Penalty: 5936.423340
	Iteration 4F: 3 clusters Score -2.197642e+07 nChanged 9730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91705 members 
Mstep: Class 2 contains 66018 members 
Entering Unmasked Estep 
Score: -21982200.000000 Penalty: 5936.423340
	Iteration 5F: 3 clusters Score -2.19822e+07 nChanged 11370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98443 members 
Mstep: Class 2 contains 59280 members 
Entering Unmasked Estep 
Score: -21990692.000000 Penalty: 5936.423340
	Iteration 6F: 3 clusters Score -2.199069e+07 nChanged 11763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105742 members 
Mstep: Class 2 contains 51981 members 
Entering Unmasked Estep 
Score: -22001194.000000 Penalty: 5936.423340
	Iteration 7F: 3 clusters Score -2.200119e+07 nChanged 10342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111554 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -22010668.000000 Penalty: 5936.423340
	Iteration 8F: 3 clusters Score -2.201067e+07 nChanged 7371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115133 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -22015478.000000 Penalty: 5936.423340
	Iteration 9Q: 3 clusters Score -2.201548e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117700 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -22016976.000000 Penalty: 5936.423340
	Iteration 10Q: 3 clusters Score -2.201698e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120002 members 
Mstep: Class 2 contains 37721 members 
Entering Unmasked Estep 
Score: -22017884.000000 Penalty: 5936.423340
	Iteration 11Q: 3 clusters Score -2.201788e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122185 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -22018470.000000 Penalty: 5936.423340
	Iteration 12Q: 3 clusters Score -2.201847e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124379 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -22019118.000000 Penalty: 5936.423340
	Iteration 13Q: 3 clusters Score -2.201912e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126513 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -22019796.000000 Penalty: 5936.423340
	Iteration 14Q: 3 clusters Score -2.20198e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128626 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -22020268.000000 Penalty: 5936.423340
	Iteration 15Q: 3 clusters Score -2.202027e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130792 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -22020724.000000 Penalty: 5936.423340
	Iteration 16Q: 3 clusters Score -2.202072e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132913 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -22021258.000000 Penalty: 5936.423340
	Iteration 17Q: 3 clusters Score -2.202126e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135069 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -22021752.000000 Penalty: 5936.423340
	Iteration 18Q: 3 clusters Score -2.202175e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137180 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -22022388.000000 Penalty: 5936.423340
	Iteration 19Q: 3 clusters Score -2.202239e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139195 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -22022770.000000 Penalty: 5936.423340
	Iteration 20F: 3 clusters Score -2.202277e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141084 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -22023246.000000 Penalty: 5936.423340
	Iteration 21Q: 3 clusters Score -2.202325e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142819 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -22023762.000000 Penalty: 5936.423340
	Iteration 22Q: 3 clusters Score -2.202376e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144364 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -22024066.000000 Penalty: 5936.423340
	Iteration 23Q: 3 clusters Score -2.202407e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145768 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -22024466.000000 Penalty: 5936.423340
	Iteration 24Q: 3 clusters Score -2.202447e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146975 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -22024676.000000 Penalty: 5936.423340
	Iteration 25Q: 3 clusters Score -2.202468e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148102 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -22025016.000000 Penalty: 5936.423340
	Iteration 26Q: 3 clusters Score -2.202502e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149018 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -22025220.000000 Penalty: 5936.423340
	Iteration 27Q: 3 clusters Score -2.202522e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149831 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -22025410.000000 Penalty: 5936.423340
	Iteration 28Q: 3 clusters Score -2.202541e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150534 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -22025610.000000 Penalty: 5936.423340
	Iteration 29Q: 3 clusters Score -2.202561e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151184 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -22025688.000000 Penalty: 5936.423340
	Iteration 30Q: 3 clusters Score -2.202569e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151737 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -22025864.000000 Penalty: 5936.423340
	Iteration 31Q: 3 clusters Score -2.202586e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152236 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -22025942.000000 Penalty: 5936.423340
	Iteration 32Q: 3 clusters Score -2.202594e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152663 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -22025966.000000 Penalty: 5936.423340
	Iteration 33Q: 3 clusters Score -2.202597e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153025 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -22025944.000000 Penalty: 5936.423340
	Iteration 34Q: 3 clusters Score -2.202594e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153333 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -22026000.000000 Penalty: 5936.423340
	Iteration 35Q: 3 clusters Score -2.2026e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153590 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -22026050.000000 Penalty: 5936.423340
	Iteration 36Q: 3 clusters Score -2.202605e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153815 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -22026078.000000 Penalty: 5936.423340
	Iteration 37Q: 3 clusters Score -2.202608e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153996 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -22026104.000000 Penalty: 5936.423340
	Iteration 38Q: 3 clusters Score -2.20261e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154139 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -22026120.000000 Penalty: 5936.423340
	Iteration 39Q: 3 clusters Score -2.202612e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154278 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -22026142.000000 Penalty: 5936.423340
	Iteration 40F: 3 clusters Score -2.202614e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154405 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -22026146.000000 Penalty: 5936.423340
	Iteration 41Q: 3 clusters Score -2.202615e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154513 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -22026136.000000 Penalty: 5936.423340
	Iteration 42Q: 3 clusters Score -2.202614e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154616 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -22026156.000000 Penalty: 5936.423340
	Iteration 43Q: 3 clusters Score -2.202616e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154699 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -22026152.000000 Penalty: 5936.423340
	Iteration 44Q: 3 clusters Score -2.202615e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154769 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -22026134.000000 Penalty: 5936.423340
	Iteration 45Q: 3 clusters Score -2.202613e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154835 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -22026112.000000 Penalty: 5936.423340
	Iteration 46Q: 3 clusters Score -2.202611e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154895 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -22026148.000000 Penalty: 5936.423340
	Iteration 47Q: 3 clusters Score -2.202615e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154952 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -22026138.000000 Penalty: 5936.423340
	Iteration 48Q: 3 clusters Score -2.202614e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155000 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -22026182.000000 Penalty: 5936.423340
	Iteration 49Q: 3 clusters Score -2.202618e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155040 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -22026192.000000 Penalty: 5936.423340
	Iteration 50Q: 3 clusters Score -2.202619e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155078 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -22026184.000000 Penalty: 5936.423340
	Iteration 51Q: 3 clusters Score -2.202618e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155106 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -22026188.000000 Penalty: 5936.423340
	Iteration 52Q: 3 clusters Score -2.202619e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155140 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -22026166.000000 Penalty: 5936.423340
	Iteration 53Q: 3 clusters Score -2.202617e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155173 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -22026166.000000 Penalty: 5936.423340
	Iteration 54Q: 3 clusters Score -2.202617e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155202 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -22026148.000000 Penalty: 5936.423340
	Iteration 55Q: 3 clusters Score -2.202615e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155223 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -22026152.000000 Penalty: 5936.423340
	Iteration 56Q: 3 clusters Score -2.202615e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155242 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -22026162.000000 Penalty: 5936.423340
	Iteration 57Q: 3 clusters Score -2.202616e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155269 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -22026180.000000 Penalty: 5936.423340
	Iteration 58Q: 3 clusters Score -2.202618e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155287 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -22026164.000000 Penalty: 5936.423340
	Iteration 59Q: 3 clusters Score -2.202616e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155306 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -22026160.000000 Penalty: 5936.423340
	Iteration 60F: 3 clusters Score -2.202616e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155324 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -22026156.000000 Penalty: 5936.423340
	Iteration 61Q: 3 clusters Score -2.202616e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155339 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -22026164.000000 Penalty: 5936.423340
	Iteration 62Q: 3 clusters Score -2.202616e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155353 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -22026156.000000 Penalty: 5936.423340
	Iteration 63Q: 3 clusters Score -2.202616e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155363 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -22026162.000000 Penalty: 5936.423340
	Iteration 64Q: 3 clusters Score -2.202616e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155371 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -22026150.000000 Penalty: 5936.423340
	Iteration 65Q: 3 clusters Score -2.202615e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155384 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -22026160.000000 Penalty: 5936.423340
	Iteration 66Q: 3 clusters Score -2.202616e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155391 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -22026178.000000 Penalty: 5936.423340
	Iteration 67Q: 3 clusters Score -2.202618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155398 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -22026150.000000 Penalty: 5936.423340
	Iteration 68Q: 3 clusters Score -2.202615e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155408 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -22026158.000000 Penalty: 5936.423340
	Iteration 69Q: 3 clusters Score -2.202616e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155415 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -22026160.000000 Penalty: 5936.423340
	Iteration 70Q: 3 clusters Score -2.202616e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155420 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -22026162.000000 Penalty: 5936.423340
	Iteration 71Q: 3 clusters Score -2.202616e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155426 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -22026142.000000 Penalty: 5936.423340
	Iteration 72Q: 3 clusters Score -2.202614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155433 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -22026138.000000 Penalty: 5936.423340
	Iteration 73Q: 3 clusters Score -2.202614e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155438 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -22026128.000000 Penalty: 5936.423340
	Iteration 74Q: 3 clusters Score -2.202613e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155438 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -22026128.000000 Penalty: 5936.423340
	Iteration 75F: 3 clusters Score -2.202613e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Entering Unmasked Estep 
Score: -3917575.250000 Penalty: 2535.401855
	Iteration 0F: 2 clusters Score -3917575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -3898528.000000 Penalty: 5070.803711
	Iteration 0F: 3 clusters Score -3898528 nChanged 12358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -3905307.000000 Penalty: 5070.803711
	Iteration 1F: 3 clusters Score -3905307 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -3905752.250000 Penalty: 5070.803711
	Iteration 2Q: 3 clusters Score -3905752 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -3906216.500000 Penalty: 5070.803711
	Iteration 3Q: 3 clusters Score -3906216 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -3906765.500000 Penalty: 5070.803711
	Iteration 4Q: 3 clusters Score -3906766 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -3907466.500000 Penalty: 5070.803711
	Iteration 5Q: 3 clusters Score -3907466 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -3908454.500000 Penalty: 5070.803711
	Iteration 6F: 3 clusters Score -3908454 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -3909725.500000 Penalty: 5070.803711
	Iteration 7F: 3 clusters Score -3909726 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -3911250.750000 Penalty: 5070.803711
	Iteration 8F: 3 clusters Score -3911251 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -3912636.250000 Penalty: 5070.803711
	Iteration 9F: 3 clusters Score -3912636 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -3913658.750000 Penalty: 5070.803711
	Iteration 10Q: 3 clusters Score -3913659 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -3914326.750000 Penalty: 5070.803711
	Iteration 11Q: 3 clusters Score -3914327 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -3914730.250000 Penalty: 5070.803711
	Iteration 12Q: 3 clusters Score -3914730 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -3914999.000000 Penalty: 5070.803711
	Iteration 13Q: 3 clusters Score -3914999 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -3915145.750000 Penalty: 5070.803711
	Iteration 14Q: 3 clusters Score -3915146 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -3915233.250000 Penalty: 5070.803711
	Iteration 15Q: 3 clusters Score -3915233 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -3915300.000000 Penalty: 5070.803711
	Iteration 16Q: 3 clusters Score -3915300 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -3915336.250000 Penalty: 5070.803711
	Iteration 17Q: 3 clusters Score -3915336 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -3915352.250000 Penalty: 5070.803711
	Iteration 18Q: 3 clusters Score -3915352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -3915368.500000 Penalty: 5070.803711
	Iteration 19Q: 3 clusters Score -3915368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -3915381.000000 Penalty: 5070.803711
	Iteration 20F: 3 clusters Score -3915381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -3915394.000000 Penalty: 5070.803711
	Iteration 21Q: 3 clusters Score -3915394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -3915406.500000 Penalty: 5070.803711
	Iteration 22Q: 3 clusters Score -3915406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -3915417.000000 Penalty: 5070.803711
	Iteration 23Q: 3 clusters Score -3915417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -3915419.500000 Penalty: 5070.803711
	Iteration 24Q: 3 clusters Score -3915420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -3915433.500000 Penalty: 5070.803711
	Iteration 25Q: 3 clusters Score -3915434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -3915440.000000 Penalty: 5070.803711
	Iteration 26Q: 3 clusters Score -3915440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -3915453.000000 Penalty: 5070.803711
	Iteration 27Q: 3 clusters Score -3915453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -3915453.250000 Penalty: 5070.803711
	Iteration 28Q: 3 clusters Score -3915453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -3915457.750000 Penalty: 5070.803711
	Iteration 29Q: 3 clusters Score -3915458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -3915462.000000 Penalty: 5070.803711
	Iteration 30Q: 3 clusters Score -3915462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -3915469.750000 Penalty: 5070.803711
	Iteration 31Q: 3 clusters Score -3915470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -3915470.000000 Penalty: 5070.803711
	Iteration 32Q: 3 clusters Score -3915470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -3915468.500000 Penalty: 5070.803711
	Iteration 33Q: 3 clusters Score -3915468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -3915474.500000 Penalty: 5070.803711
	Iteration 34Q: 3 clusters Score -3915474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -3915474.250000 Penalty: 5070.803711
	Iteration 35Q: 3 clusters Score -3915474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -3915473.750000 Penalty: 5070.803711
	Iteration 36Q: 3 clusters Score -3915474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -3915476.500000 Penalty: 5070.803711
	Iteration 37Q: 3 clusters Score -3915476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -3915476.500000 Penalty: 5070.803711
	Iteration 38F: 3 clusters Score -3915476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Entering Unmasked Estep 
Score: -420831.406250 Penalty: 1997.679077
	Iteration 0F: 2 clusters Score -420831.4 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 1589 members 
Entering Unmasked Estep 
Score: -417473.250000 Penalty: 3995.358154
	Iteration 0F: 3 clusters Score -417473.2 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -418283.187500 Penalty: 3995.358154
	Iteration 1F: 3 clusters Score -418283.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -418603.218750 Penalty: 3995.358154
	Iteration 2F: 3 clusters Score -418603.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -418942.750000 Penalty: 3995.358154
	Iteration 3F: 3 clusters Score -418942.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -419331.125000 Penalty: 3995.358154
	Iteration 4F: 3 clusters Score -419331.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -419627.000000 Penalty: 3995.358154
	Iteration 5F: 3 clusters Score -419627 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -419847.187500 Penalty: 3995.358154
	Iteration 6F: 3 clusters Score -419847.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -420014.281250 Penalty: 3995.358154
	Iteration 7Q: 3 clusters Score -420014.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -420098.062500 Penalty: 3995.358154
	Iteration 8Q: 3 clusters Score -420098.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -420148.593750 Penalty: 3995.358154
	Iteration 9Q: 3 clusters Score -420148.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -420182.531250 Penalty: 3995.358154
	Iteration 10Q: 3 clusters Score -420182.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -420199.625000 Penalty: 3995.358154
	Iteration 11Q: 3 clusters Score -420199.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -420206.187500 Penalty: 3995.358154
	Iteration 12Q: 3 clusters Score -420206.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -420207.218750 Penalty: 3995.358154
	Iteration 13Q: 3 clusters Score -420207.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -420211.187500 Penalty: 3995.358154
	Iteration 14Q: 3 clusters Score -420211.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -420213.343750 Penalty: 3995.358154
	Iteration 15Q: 3 clusters Score -420213.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -420215.718750 Penalty: 3995.358154
	Iteration 16Q: 3 clusters Score -420215.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -420216.093750 Penalty: 3995.358154
	Iteration 17Q: 3 clusters Score -420216.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -420215.843750 Penalty: 3995.358154
	Iteration 18Q: 3 clusters Score -420215.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -420217.625000 Penalty: 3995.358154
	Iteration 19Q: 3 clusters Score -420217.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -420219.312500 Penalty: 3995.358154
	Iteration 20F: 3 clusters Score -420219.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -420220.218750 Penalty: 3995.358154
	Iteration 21Q: 3 clusters Score -420220.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -420219.437500 Penalty: 3995.358154
	Iteration 22Q: 3 clusters Score -420219.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -420220.375000 Penalty: 3995.358154
	Iteration 23Q: 3 clusters Score -420220.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -420220.781250 Penalty: 3995.358154
	Iteration 24Q: 3 clusters Score -420220.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -420221.156250 Penalty: 3995.358154
	Iteration 25Q: 3 clusters Score -420221.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -420221.156250 Penalty: 3995.358154
	Iteration 26F: 3 clusters Score -420221.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Entering Unmasked Estep 
Score: -33623.613281 Penalty: 1457.678467
	Iteration 0F: 2 clusters Score -33623.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -32420.238281 Penalty: 2915.356934
	Iteration 0F: 3 clusters Score -32420.24 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33091.351562 Penalty: 2915.356934
	Iteration 1F: 3 clusters Score -33091.35 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -33442.250000 Penalty: 2915.356934
	Iteration 2F: 3 clusters Score -33442.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -33753.902344 Penalty: 2915.356934
	Iteration 3F: 3 clusters Score -33753.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -34022.070312 Penalty: 2915.356934
	Iteration 4Q: 3 clusters Score -34022.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -34234.500000 Penalty: 2915.356934
	Iteration 5Q: 3 clusters Score -34234.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -34514.816406 Penalty: 2915.356934
	Iteration 6Q: 3 clusters Score -34514.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -34599.296875 Penalty: 2915.356934
	Iteration 7Q: 3 clusters Score -34599.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -34671.511719 Penalty: 2915.356934
	Iteration 8Q: 3 clusters Score -34671.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -34883.757812 Penalty: 2915.356934
	Iteration 9Q: 3 clusters Score -34883.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -34883.757812 Penalty: 2915.356934
	Iteration 10F: 3 clusters Score -34883.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1483 members 
Mstep: Class 4 contains 29974 members 
Mstep: Class 5 contains 180571 members 
Mstep: Class 6 contains 132260 members 
Mstep: Class 7 contains 8232 members 
Mstep: Class 8 contains 31965 members 
Mstep: Class 9 contains 18127 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39617 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157723 members 
Mstep: Class 15 contains 27540 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 188 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3852 members 
Mstep: Class 20 contains 2527 members 
Mstep: Class 21 contains 166357 members 
Mstep: Class 22 contains 88916 members 
Mstep: Class 23 contains 63703 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 482 members 
Mstep: Class 26 contains 169 members 
Entering Unmasked Estep 
Score: -132690688.000000 Penalty: 88826.445312
Splitting cluster 17 changes total score from -132689976.000000 to -132690688.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 18 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -52986.144531 Penalty: 1499.748291
	Iteration 0F: 2 clusters Score -52986.14 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 222 members 
Entering Unmasked Estep 
Score: -51590.187500 Penalty: 2999.496582
	Iteration 0F: 3 clusters Score -51590.19 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -51736.695312 Penalty: 2999.496582
	Iteration 1F: 3 clusters Score -51736.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -51779.738281 Penalty: 2999.496582
	Iteration 2Q: 3 clusters Score -51779.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -51790.574219 Penalty: 2999.496582
	Iteration 3Q: 3 clusters Score -51790.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -51795.558594 Penalty: 2999.496582
	Iteration 4Q: 3 clusters Score -51795.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -51802.726562 Penalty: 2999.496582
	Iteration 5Q: 3 clusters Score -51802.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -51811.140625 Penalty: 2999.496582
	Iteration 6Q: 3 clusters Score -51811.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -51813.300781 Penalty: 2999.496582
	Iteration 7Q: 3 clusters Score -51813.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51816.992188 Penalty: 2999.496582
	Iteration 8Q: 3 clusters Score -51816.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -51819.933594 Penalty: 2999.496582
	Iteration 9Q: 3 clusters Score -51819.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -51828.636719 Penalty: 2999.496582
	Iteration 10Q: 3 clusters Score -51828.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -51833.902344 Penalty: 2999.496582
	Iteration 11Q: 3 clusters Score -51833.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -51833.902344 Penalty: 2999.496582
	Iteration 12F: 3 clusters Score -51833.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Entering Unmasked Estep 
Score: -531077.500000 Penalty: 2047.574219
	Iteration 0F: 2 clusters Score -531077.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -527273.812500 Penalty: 4095.148438
	Iteration 0F: 3 clusters Score -527273.8 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -528148.437500 Penalty: 4095.148438
	Iteration 1F: 3 clusters Score -528148.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -528382.875000 Penalty: 4095.148438
	Iteration 2F: 3 clusters Score -528382.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -528535.500000 Penalty: 4095.148438
	Iteration 3F: 3 clusters Score -528535.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -528663.750000 Penalty: 4095.148438
	Iteration 4Q: 3 clusters Score -528663.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -528768.812500 Penalty: 4095.148438
	Iteration 5Q: 3 clusters Score -528768.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -528865.437500 Penalty: 4095.148438
	Iteration 6Q: 3 clusters Score -528865.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -528959.187500 Penalty: 4095.148438
	Iteration 7Q: 3 clusters Score -528959.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -529048.437500 Penalty: 4095.148438
	Iteration 8Q: 3 clusters Score -529048.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -529138.437500 Penalty: 4095.148438
	Iteration 9Q: 3 clusters Score -529138.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -529230.187500 Penalty: 4095.148438
	Iteration 10Q: 3 clusters Score -529230.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -529307.312500 Penalty: 4095.148438
	Iteration 11Q: 3 clusters Score -529307.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -529384.250000 Penalty: 4095.148438
	Iteration 12Q: 3 clusters Score -529384.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -529445.875000 Penalty: 4095.148438
	Iteration 13Q: 3 clusters Score -529445.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -529495.750000 Penalty: 4095.148438
	Iteration 14Q: 3 clusters Score -529495.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -529544.062500 Penalty: 4095.148438
	Iteration 15Q: 3 clusters Score -529544.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -529593.500000 Penalty: 4095.148438
	Iteration 16Q: 3 clusters Score -529593.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -529637.750000 Penalty: 4095.148438
	Iteration 17Q: 3 clusters Score -529637.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -529668.437500 Penalty: 4095.148438
	Iteration 18Q: 3 clusters Score -529668.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -529685.375000 Penalty: 4095.148438
	Iteration 19Q: 3 clusters Score -529685.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -529711.312500 Penalty: 4095.148438
	Iteration 20F: 3 clusters Score -529711.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -529752.062500 Penalty: 4095.148438
	Iteration 21Q: 3 clusters Score -529752.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -529792.812500 Penalty: 4095.148438
	Iteration 22Q: 3 clusters Score -529792.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -529818.875000 Penalty: 4095.148438
	Iteration 23Q: 3 clusters Score -529818.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -529841.125000 Penalty: 4095.148438
	Iteration 24Q: 3 clusters Score -529841.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -529872.875000 Penalty: 4095.148438
	Iteration 25Q: 3 clusters Score -529872.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -529912.250000 Penalty: 4095.148438
	Iteration 26Q: 3 clusters Score -529912.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -529949.687500 Penalty: 4095.148438
	Iteration 27Q: 3 clusters Score -529949.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -529984.562500 Penalty: 4095.148438
	Iteration 28Q: 3 clusters Score -529984.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -530014.937500 Penalty: 4095.148438
	Iteration 29Q: 3 clusters Score -530014.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -530051.187500 Penalty: 4095.148438
	Iteration 30Q: 3 clusters Score -530051.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -530102.312500 Penalty: 4095.148438
	Iteration 31Q: 3 clusters Score -530102.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -530164.500000 Penalty: 4095.148438
	Iteration 32Q: 3 clusters Score -530164.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -530238.312500 Penalty: 4095.148438
	Iteration 33Q: 3 clusters Score -530238.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -530302.625000 Penalty: 4095.148438
	Iteration 34Q: 3 clusters Score -530302.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -530357.062500 Penalty: 4095.148438
	Iteration 35Q: 3 clusters Score -530357.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -530408.937500 Penalty: 4095.148438
	Iteration 36Q: 3 clusters Score -530408.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -530441.312500 Penalty: 4095.148438
	Iteration 37Q: 3 clusters Score -530441.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -530461.812500 Penalty: 4095.148438
	Iteration 38Q: 3 clusters Score -530461.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -530473.625000 Penalty: 4095.148438
	Iteration 39Q: 3 clusters Score -530473.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -530479.500000 Penalty: 4095.148438
	Iteration 40F: 3 clusters Score -530479.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -530482.000000 Penalty: 4095.148438
	Iteration 41Q: 3 clusters Score -530482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -530484.062500 Penalty: 4095.148438
	Iteration 42Q: 3 clusters Score -530484.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -530485.125000 Penalty: 4095.148438
	Iteration 43Q: 3 clusters Score -530485.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -530488.125000 Penalty: 4095.148438
	Iteration 44Q: 3 clusters Score -530488.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -530489.250000 Penalty: 4095.148438
	Iteration 45Q: 3 clusters Score -530489.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -530491.750000 Penalty: 4095.148438
	Iteration 46Q: 3 clusters Score -530491.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -530493.187500 Penalty: 4095.148438
	Iteration 47Q: 3 clusters Score -530493.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -530494.250000 Penalty: 4095.148438
	Iteration 48Q: 3 clusters Score -530494.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -530495.125000 Penalty: 4095.148438
	Iteration 49Q: 3 clusters Score -530495.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -530496.437500 Penalty: 4095.148438
	Iteration 50Q: 3 clusters Score -530496.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -530496.500000 Penalty: 4095.148438
	Iteration 51Q: 3 clusters Score -530496.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -530497.312500 Penalty: 4095.148438
	Iteration 52Q: 3 clusters Score -530497.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -530497.375000 Penalty: 4095.148438
	Iteration 53Q: 3 clusters Score -530497.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -530497.937500 Penalty: 4095.148438
	Iteration 54Q: 3 clusters Score -530497.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -530497.062500 Penalty: 4095.148438
	Iteration 55Q: 3 clusters Score -530497.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -530498.562500 Penalty: 4095.148438
	Iteration 56Q: 3 clusters Score -530498.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -530498.562500 Penalty: 4095.148438
	Iteration 57F: 3 clusters Score -530498.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Entering Unmasked Estep 
Score: -339287.750000 Penalty: 1943.027466
	Iteration 0F: 2 clusters Score -339287.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -336358.156250 Penalty: 3886.054932
	Iteration 0F: 3 clusters Score -336358.2 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -336943.593750 Penalty: 3886.054932
	Iteration 1F: 3 clusters Score -336943.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -337066.968750 Penalty: 3886.054932
	Iteration 2F: 3 clusters Score -337067 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -337142.218750 Penalty: 3886.054932
	Iteration 3Q: 3 clusters Score -337142.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -337186.968750 Penalty: 3886.054932
	Iteration 4Q: 3 clusters Score -337187 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -337229.437500 Penalty: 3886.054932
	Iteration 5Q: 3 clusters Score -337229.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -337263.406250 Penalty: 3886.054932
	Iteration 6Q: 3 clusters Score -337263.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -337287.906250 Penalty: 3886.054932
	Iteration 7Q: 3 clusters Score -337287.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -337309.218750 Penalty: 3886.054932
	Iteration 8Q: 3 clusters Score -337309.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -337334.812500 Penalty: 3886.054932
	Iteration 9Q: 3 clusters Score -337334.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -337359.343750 Penalty: 3886.054932
	Iteration 10Q: 3 clusters Score -337359.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -337372.062500 Penalty: 3886.054932
	Iteration 11Q: 3 clusters Score -337372.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -337382.625000 Penalty: 3886.054932
	Iteration 12Q: 3 clusters Score -337382.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -337396.906250 Penalty: 3886.054932
	Iteration 13Q: 3 clusters Score -337396.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -337409.218750 Penalty: 3886.054932
	Iteration 14Q: 3 clusters Score -337409.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -337421.718750 Penalty: 3886.054932
	Iteration 15Q: 3 clusters Score -337421.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -337437.343750 Penalty: 3886.054932
	Iteration 16Q: 3 clusters Score -337437.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -337451.437500 Penalty: 3886.054932
	Iteration 17Q: 3 clusters Score -337451.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -337467.406250 Penalty: 3886.054932
	Iteration 18Q: 3 clusters Score -337467.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -337483.562500 Penalty: 3886.054932
	Iteration 19Q: 3 clusters Score -337483.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -337502.562500 Penalty: 3886.054932
	Iteration 20F: 3 clusters Score -337502.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -337520.062500 Penalty: 3886.054932
	Iteration 21Q: 3 clusters Score -337520.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -337528.937500 Penalty: 3886.054932
	Iteration 22Q: 3 clusters Score -337528.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -337536.968750 Penalty: 3886.054932
	Iteration 23Q: 3 clusters Score -337537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -337542.812500 Penalty: 3886.054932
	Iteration 24Q: 3 clusters Score -337542.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -337552.187500 Penalty: 3886.054932
	Iteration 25Q: 3 clusters Score -337552.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -337556.843750 Penalty: 3886.054932
	Iteration 26Q: 3 clusters Score -337556.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -337562.312500 Penalty: 3886.054932
	Iteration 27Q: 3 clusters Score -337562.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -337566.812500 Penalty: 3886.054932
	Iteration 28Q: 3 clusters Score -337566.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -337572.000000 Penalty: 3886.054932
	Iteration 29Q: 3 clusters Score -337572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -337578.437500 Penalty: 3886.054932
	Iteration 30Q: 3 clusters Score -337578.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -337585.781250 Penalty: 3886.054932
	Iteration 31Q: 3 clusters Score -337585.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -337594.781250 Penalty: 3886.054932
	Iteration 32Q: 3 clusters Score -337594.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -337601.343750 Penalty: 3886.054932
	Iteration 33Q: 3 clusters Score -337601.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -337613.156250 Penalty: 3886.054932
	Iteration 34Q: 3 clusters Score -337613.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -337619.562500 Penalty: 3886.054932
	Iteration 35Q: 3 clusters Score -337619.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -337621.750000 Penalty: 3886.054932
	Iteration 36Q: 3 clusters Score -337621.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -337625.906250 Penalty: 3886.054932
	Iteration 37Q: 3 clusters Score -337625.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -337630.562500 Penalty: 3886.054932
	Iteration 38Q: 3 clusters Score -337630.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -337636.125000 Penalty: 3886.054932
	Iteration 39Q: 3 clusters Score -337636.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -337641.375000 Penalty: 3886.054932
	Iteration 40F: 3 clusters Score -337641.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -337645.750000 Penalty: 3886.054932
	Iteration 41Q: 3 clusters Score -337645.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -337648.937500 Penalty: 3886.054932
	Iteration 42Q: 3 clusters Score -337648.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -337655.906250 Penalty: 3886.054932
	Iteration 43Q: 3 clusters Score -337655.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -337660.500000 Penalty: 3886.054932
	Iteration 44Q: 3 clusters Score -337660.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -337665.000000 Penalty: 3886.054932
	Iteration 45Q: 3 clusters Score -337665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -337666.875000 Penalty: 3886.054932
	Iteration 46Q: 3 clusters Score -337666.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -337670.218750 Penalty: 3886.054932
	Iteration 47Q: 3 clusters Score -337670.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -337672.375000 Penalty: 3886.054932
	Iteration 48Q: 3 clusters Score -337672.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -337673.437500 Penalty: 3886.054932
	Iteration 49Q: 3 clusters Score -337673.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -337674.968750 Penalty: 3886.054932
	Iteration 50Q: 3 clusters Score -337675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -337675.468750 Penalty: 3886.054932
	Iteration 51Q: 3 clusters Score -337675.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -337675.468750 Penalty: 3886.054932
	Iteration 52F: 3 clusters Score -337675.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (166357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166357 members 
Entering Unmasked Estep 
Score: -23230640.000000 Penalty: 2981.429199
	Iteration 0F: 2 clusters Score -2.323064e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83080 members 
Mstep: Class 2 contains 83277 members 
Entering Unmasked Estep 
Score: -23122900.000000 Penalty: 5962.858398
	Iteration 0F: 3 clusters Score -2.31229e+07 nChanged 79780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80528 members 
Mstep: Class 2 contains 85829 members 
Entering Unmasked Estep 
Score: -23169652.000000 Penalty: 5962.858398
	Iteration 1F: 3 clusters Score -2.316965e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79072 members 
Mstep: Class 2 contains 87285 members 
Entering Unmasked Estep 
Score: -23170840.000000 Penalty: 5962.858398
	Iteration 2Q: 3 clusters Score -2.317084e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76933 members 
Mstep: Class 2 contains 89424 members 
Entering Unmasked Estep 
Score: -23172494.000000 Penalty: 5962.858398
	Iteration 3Q: 3 clusters Score -2.317249e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73931 members 
Mstep: Class 2 contains 92426 members 
Entering Unmasked Estep 
Score: -23175050.000000 Penalty: 5962.858398
	Iteration 4Q: 3 clusters Score -2.317505e+07 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69874 members 
Mstep: Class 2 contains 96483 members 
Entering Unmasked Estep 
Score: -23179154.000000 Penalty: 5962.858398
	Iteration 5Q: 3 clusters Score -2.317915e+07 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64838 members 
Mstep: Class 2 contains 101519 members 
Entering Unmasked Estep 
Score: -23184968.000000 Penalty: 5962.858398
	Iteration 6F: 3 clusters Score -2.318497e+07 nChanged 9678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59318 members 
Mstep: Class 2 contains 107039 members 
Entering Unmasked Estep 
Score: -23192520.000000 Penalty: 5962.858398
	Iteration 7F: 3 clusters Score -2.319252e+07 nChanged 10431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54177 members 
Mstep: Class 2 contains 112180 members 
Entering Unmasked Estep 
Score: -23200906.000000 Penalty: 5962.858398
	Iteration 8F: 3 clusters Score -2.320091e+07 nChanged 9995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50286 members 
Mstep: Class 2 contains 116071 members 
Entering Unmasked Estep 
Score: -23207930.000000 Penalty: 5962.858398
	Iteration 9F: 3 clusters Score -2.320793e+07 nChanged 7879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47495 members 
Mstep: Class 2 contains 118862 members 
Entering Unmasked Estep 
Score: -23211784.000000 Penalty: 5962.858398
	Iteration 10Q: 3 clusters Score -2.321178e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45164 members 
Mstep: Class 2 contains 121193 members 
Entering Unmasked Estep 
Score: -23213724.000000 Penalty: 5962.858398
	Iteration 11Q: 3 clusters Score -2.321372e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42843 members 
Mstep: Class 2 contains 123514 members 
Entering Unmasked Estep 
Score: -23214674.000000 Penalty: 5962.858398
	Iteration 12Q: 3 clusters Score -2.321467e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 125767 members 
Entering Unmasked Estep 
Score: -23215418.000000 Penalty: 5962.858398
	Iteration 13Q: 3 clusters Score -2.321542e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 128123 members 
Entering Unmasked Estep 
Score: -23216094.000000 Penalty: 5962.858398
	Iteration 14Q: 3 clusters Score -2.321609e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 130506 members 
Entering Unmasked Estep 
Score: -23216902.000000 Penalty: 5962.858398
	Iteration 15Q: 3 clusters Score -2.32169e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 132843 members 
Entering Unmasked Estep 
Score: -23217620.000000 Penalty: 5962.858398
	Iteration 16Q: 3 clusters Score -2.321762e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 135252 members 
Entering Unmasked Estep 
Score: -23218352.000000 Penalty: 5962.858398
	Iteration 17Q: 3 clusters Score -2.321835e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 137736 members 
Entering Unmasked Estep 
Score: -23219204.000000 Penalty: 5962.858398
	Iteration 18Q: 3 clusters Score -2.32192e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 140317 members 
Entering Unmasked Estep 
Score: -23220046.000000 Penalty: 5962.858398
	Iteration 19Q: 3 clusters Score -2.322005e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 142837 members 
Entering Unmasked Estep 
Score: -23221078.000000 Penalty: 5962.858398
	Iteration 20F: 3 clusters Score -2.322108e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 145330 members 
Entering Unmasked Estep 
Score: -23222132.000000 Penalty: 5962.858398
	Iteration 21Q: 3 clusters Score -2.322213e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 147719 members 
Entering Unmasked Estep 
Score: -23223030.000000 Penalty: 5962.858398
	Iteration 22Q: 3 clusters Score -2.322303e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 149974 members 
Entering Unmasked Estep 
Score: -23223776.000000 Penalty: 5962.858398
	Iteration 23Q: 3 clusters Score -2.322378e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 152175 members 
Entering Unmasked Estep 
Score: -23224710.000000 Penalty: 5962.858398
	Iteration 24Q: 3 clusters Score -2.322471e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 154194 members 
Entering Unmasked Estep 
Score: -23225648.000000 Penalty: 5962.858398
	Iteration 25Q: 3 clusters Score -2.322565e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 155937 members 
Entering Unmasked Estep 
Score: -23226430.000000 Penalty: 5962.858398
	Iteration 26Q: 3 clusters Score -2.322643e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 157485 members 
Entering Unmasked Estep 
Score: -23226924.000000 Penalty: 5962.858398
	Iteration 27Q: 3 clusters Score -2.322692e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 158797 members 
Entering Unmasked Estep 
Score: -23227338.000000 Penalty: 5962.858398
	Iteration 28Q: 3 clusters Score -2.322734e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 159901 members 
Entering Unmasked Estep 
Score: -23227602.000000 Penalty: 5962.858398
	Iteration 29Q: 3 clusters Score -2.32276e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 160777 members 
Entering Unmasked Estep 
Score: -23227742.000000 Penalty: 5962.858398
	Iteration 30Q: 3 clusters Score -2.322774e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 161454 members 
Entering Unmasked Estep 
Score: -23227876.000000 Penalty: 5962.858398
	Iteration 31Q: 3 clusters Score -2.322788e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 162020 members 
Entering Unmasked Estep 
Score: -23228040.000000 Penalty: 5962.858398
	Iteration 32Q: 3 clusters Score -2.322804e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 162465 members 
Entering Unmasked Estep 
Score: -23228072.000000 Penalty: 5962.858398
	Iteration 33Q: 3 clusters Score -2.322807e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 162829 members 
Entering Unmasked Estep 
Score: -23228146.000000 Penalty: 5962.858398
	Iteration 34Q: 3 clusters Score -2.322815e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 163139 members 
Entering Unmasked Estep 
Score: -23228190.000000 Penalty: 5962.858398
	Iteration 35Q: 3 clusters Score -2.322819e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 163386 members 
Entering Unmasked Estep 
Score: -23228270.000000 Penalty: 5962.858398
	Iteration 36Q: 3 clusters Score -2.322827e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 163614 members 
Entering Unmasked Estep 
Score: -23228240.000000 Penalty: 5962.858398
	Iteration 37Q: 3 clusters Score -2.322824e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 163821 members 
Entering Unmasked Estep 
Score: -23228266.000000 Penalty: 5962.858398
	Iteration 38Q: 3 clusters Score -2.322827e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 163979 members 
Entering Unmasked Estep 
Score: -23228286.000000 Penalty: 5962.858398
	Iteration 39Q: 3 clusters Score -2.322829e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 164119 members 
Entering Unmasked Estep 
Score: -23228328.000000 Penalty: 5962.858398
	Iteration 40F: 3 clusters Score -2.322833e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 164244 members 
Entering Unmasked Estep 
Score: -23228338.000000 Penalty: 5962.858398
	Iteration 41Q: 3 clusters Score -2.322834e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 164330 members 
Entering Unmasked Estep 
Score: -23228370.000000 Penalty: 5962.858398
	Iteration 42Q: 3 clusters Score -2.322837e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 164421 members 
Entering Unmasked Estep 
Score: -23228348.000000 Penalty: 5962.858398
	Iteration 43Q: 3 clusters Score -2.322835e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 164517 members 
Entering Unmasked Estep 
Score: -23228386.000000 Penalty: 5962.858398
	Iteration 44Q: 3 clusters Score -2.322839e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 164587 members 
Entering Unmasked Estep 
Score: -23228414.000000 Penalty: 5962.858398
	Iteration 45Q: 3 clusters Score -2.322841e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 164630 members 
Entering Unmasked Estep 
Score: -23228396.000000 Penalty: 5962.858398
	Iteration 46Q: 3 clusters Score -2.32284e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 164670 members 
Entering Unmasked Estep 
Score: -23228398.000000 Penalty: 5962.858398
	Iteration 47Q: 3 clusters Score -2.32284e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 164711 members 
Entering Unmasked Estep 
Score: -23228376.000000 Penalty: 5962.858398
	Iteration 48Q: 3 clusters Score -2.322838e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 164747 members 
Entering Unmasked Estep 
Score: -23228388.000000 Penalty: 5962.858398
	Iteration 49Q: 3 clusters Score -2.322839e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 164775 members 
Entering Unmasked Estep 
Score: -23228398.000000 Penalty: 5962.858398
	Iteration 50Q: 3 clusters Score -2.32284e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 164810 members 
Entering Unmasked Estep 
Score: -23228380.000000 Penalty: 5962.858398
	Iteration 51Q: 3 clusters Score -2.322838e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 164834 members 
Entering Unmasked Estep 
Score: -23228418.000000 Penalty: 5962.858398
	Iteration 52Q: 3 clusters Score -2.322842e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 164863 members 
Entering Unmasked Estep 
Score: -23228398.000000 Penalty: 5962.858398
	Iteration 53Q: 3 clusters Score -2.32284e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 164881 members 
Entering Unmasked Estep 
Score: -23228412.000000 Penalty: 5962.858398
	Iteration 54Q: 3 clusters Score -2.322841e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 164894 members 
Entering Unmasked Estep 
Score: -23228402.000000 Penalty: 5962.858398
	Iteration 55Q: 3 clusters Score -2.32284e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 164912 members 
Entering Unmasked Estep 
Score: -23228418.000000 Penalty: 5962.858398
	Iteration 56Q: 3 clusters Score -2.322842e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 164924 members 
Entering Unmasked Estep 
Score: -23228436.000000 Penalty: 5962.858398
	Iteration 57Q: 3 clusters Score -2.322844e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 164934 members 
Entering Unmasked Estep 
Score: -23228438.000000 Penalty: 5962.858398
	Iteration 58Q: 3 clusters Score -2.322844e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 164944 members 
Entering Unmasked Estep 
Score: -23228404.000000 Penalty: 5962.858398
	Iteration 59Q: 3 clusters Score -2.32284e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 164955 members 
Entering Unmasked Estep 
Score: -23228420.000000 Penalty: 5962.858398
	Iteration 60F: 3 clusters Score -2.322842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 164958 members 
Entering Unmasked Estep 
Score: -23228418.000000 Penalty: 5962.858398
	Iteration 61Q: 3 clusters Score -2.322842e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 164966 members 
Entering Unmasked Estep 
Score: -23228414.000000 Penalty: 5962.858398
	Iteration 62Q: 3 clusters Score -2.322841e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 164970 members 
Entering Unmasked Estep 
Score: -23228424.000000 Penalty: 5962.858398
	Iteration 63Q: 3 clusters Score -2.322842e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 164974 members 
Entering Unmasked Estep 
Score: -23228432.000000 Penalty: 5962.858398
	Iteration 64Q: 3 clusters Score -2.322843e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 164980 members 
Entering Unmasked Estep 
Score: -23228430.000000 Penalty: 5962.858398
	Iteration 65Q: 3 clusters Score -2.322843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 164983 members 
Entering Unmasked Estep 
Score: -23228426.000000 Penalty: 5962.858398
	Iteration 66Q: 3 clusters Score -2.322843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 164988 members 
Entering Unmasked Estep 
Score: -23228430.000000 Penalty: 5962.858398
	Iteration 67Q: 3 clusters Score -2.322843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 164992 members 
Entering Unmasked Estep 
Score: -23228418.000000 Penalty: 5962.858398
	Iteration 68Q: 3 clusters Score -2.322842e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 165001 members 
Entering Unmasked Estep 
Score: -23228408.000000 Penalty: 5962.858398
	Iteration 69Q: 3 clusters Score -2.322841e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 165012 members 
Entering Unmasked Estep 
Score: -23228386.000000 Penalty: 5962.858398
	Iteration 70Q: 3 clusters Score -2.322839e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 165020 members 
Entering Unmasked Estep 
Score: -23228380.000000 Penalty: 5962.858398
	Iteration 71Q: 3 clusters Score -2.322838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 165023 members 
Entering Unmasked Estep 
Score: -23228382.000000 Penalty: 5962.858398
	Iteration 72Q: 3 clusters Score -2.322838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 165027 members 
Entering Unmasked Estep 
Score: -23228370.000000 Penalty: 5962.858398
	Iteration 73Q: 3 clusters Score -2.322837e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 165030 members 
Entering Unmasked Estep 
Score: -23228376.000000 Penalty: 5962.858398
	Iteration 74Q: 3 clusters Score -2.322838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 165036 members 
Entering Unmasked Estep 
Score: -23228378.000000 Penalty: 5962.858398
	Iteration 75Q: 3 clusters Score -2.322838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 165038 members 
Entering Unmasked Estep 
Score: -23228388.000000 Penalty: 5962.858398
	Iteration 76Q: 3 clusters Score -2.322839e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 165038 members 
Entering Unmasked Estep 
Score: -23228388.000000 Penalty: 5962.858398
	Iteration 77F: 3 clusters Score -2.322839e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (88916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88916 members 
Entering Unmasked Estep 
Score: -12566615.000000 Penalty: 2826.071045
	Iteration 0F: 2 clusters Score -1.256662e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44436 members 
Mstep: Class 2 contains 44480 members 
Entering Unmasked Estep 
Score: -12507397.000000 Penalty: 5652.142090
	Iteration 0F: 3 clusters Score -1.25074e+07 nChanged 41802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44082 members 
Mstep: Class 2 contains 44834 members 
Entering Unmasked Estep 
Score: -12531257.000000 Penalty: 5652.142090
	Iteration 1F: 3 clusters Score -1.253126e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43789 members 
Mstep: Class 2 contains 45127 members 
Entering Unmasked Estep 
Score: -12532054.000000 Penalty: 5652.142090
	Iteration 2Q: 3 clusters Score -1.253205e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 45583 members 
Entering Unmasked Estep 
Score: -12532822.000000 Penalty: 5652.142090
	Iteration 3Q: 3 clusters Score -1.253282e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 46269 members 
Entering Unmasked Estep 
Score: -12533807.000000 Penalty: 5652.142090
	Iteration 4Q: 3 clusters Score -1.253381e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 47200 members 
Entering Unmasked Estep 
Score: -12535126.000000 Penalty: 5652.142090
	Iteration 5Q: 3 clusters Score -1.253513e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 48746 members 
Entering Unmasked Estep 
Score: -12536906.000000 Penalty: 5652.142090
	Iteration 6Q: 3 clusters Score -1.253691e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 50918 members 
Entering Unmasked Estep 
Score: -12539382.000000 Penalty: 5652.142090
	Iteration 7F: 3 clusters Score -1.253938e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 53937 members 
Entering Unmasked Estep 
Score: -12542988.000000 Penalty: 5652.142090
	Iteration 8F: 3 clusters Score -1.254299e+07 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 57588 members 
Entering Unmasked Estep 
Score: -12547570.000000 Penalty: 5652.142090
	Iteration 9F: 3 clusters Score -1.254757e+07 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 61215 members 
Entering Unmasked Estep 
Score: -12552667.000000 Penalty: 5652.142090
	Iteration 10F: 3 clusters Score -1.255267e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 64106 members 
Entering Unmasked Estep 
Score: -12556499.000000 Penalty: 5652.142090
	Iteration 11F: 3 clusters Score -1.25565e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 66282 members 
Entering Unmasked Estep 
Score: -12558532.000000 Penalty: 5652.142090
	Iteration 12Q: 3 clusters Score -1.255853e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 68106 members 
Entering Unmasked Estep 
Score: -12559628.000000 Penalty: 5652.142090
	Iteration 13Q: 3 clusters Score -1.255963e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 69686 members 
Entering Unmasked Estep 
Score: -12560503.000000 Penalty: 5652.142090
	Iteration 14Q: 3 clusters Score -1.25605e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 71181 members 
Entering Unmasked Estep 
Score: -12561348.000000 Penalty: 5652.142090
	Iteration 15Q: 3 clusters Score -1.256135e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 72540 members 
Entering Unmasked Estep 
Score: -12562150.000000 Penalty: 5652.142090
	Iteration 16Q: 3 clusters Score -1.256215e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 73749 members 
Entering Unmasked Estep 
Score: -12562802.000000 Penalty: 5652.142090
	Iteration 17Q: 3 clusters Score -1.25628e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 74757 members 
Entering Unmasked Estep 
Score: -12563246.000000 Penalty: 5652.142090
	Iteration 18Q: 3 clusters Score -1.256325e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 75649 members 
Entering Unmasked Estep 
Score: -12563560.000000 Penalty: 5652.142090
	Iteration 19Q: 3 clusters Score -1.256356e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 76369 members 
Entering Unmasked Estep 
Score: -12563776.000000 Penalty: 5652.142090
	Iteration 20F: 3 clusters Score -1.256378e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 77008 members 
Entering Unmasked Estep 
Score: -12563986.000000 Penalty: 5652.142090
	Iteration 21Q: 3 clusters Score -1.256399e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 77573 members 
Entering Unmasked Estep 
Score: -12564167.000000 Penalty: 5652.142090
	Iteration 22Q: 3 clusters Score -1.256417e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 78056 members 
Entering Unmasked Estep 
Score: -12564297.000000 Penalty: 5652.142090
	Iteration 23Q: 3 clusters Score -1.25643e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 78497 members 
Entering Unmasked Estep 
Score: -12564402.000000 Penalty: 5652.142090
	Iteration 24Q: 3 clusters Score -1.25644e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 78888 members 
Entering Unmasked Estep 
Score: -12564465.000000 Penalty: 5652.142090
	Iteration 25Q: 3 clusters Score -1.256446e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 79242 members 
Entering Unmasked Estep 
Score: -12564576.000000 Penalty: 5652.142090
	Iteration 26Q: 3 clusters Score -1.256458e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 79531 members 
Entering Unmasked Estep 
Score: -12564602.000000 Penalty: 5652.142090
	Iteration 27Q: 3 clusters Score -1.25646e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 79768 members 
Entering Unmasked Estep 
Score: -12564635.000000 Penalty: 5652.142090
	Iteration 28Q: 3 clusters Score -1.256464e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 79994 members 
Entering Unmasked Estep 
Score: -12564673.000000 Penalty: 5652.142090
	Iteration 29Q: 3 clusters Score -1.256467e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 80192 members 
Entering Unmasked Estep 
Score: -12564682.000000 Penalty: 5652.142090
	Iteration 30Q: 3 clusters Score -1.256468e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 80384 members 
Entering Unmasked Estep 
Score: -12564668.000000 Penalty: 5652.142090
	Iteration 31Q: 3 clusters Score -1.256467e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 80556 members 
Entering Unmasked Estep 
Score: -12564693.000000 Penalty: 5652.142090
	Iteration 32Q: 3 clusters Score -1.256469e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 80714 members 
Entering Unmasked Estep 
Score: -12564697.000000 Penalty: 5652.142090
	Iteration 33Q: 3 clusters Score -1.25647e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 80854 members 
Entering Unmasked Estep 
Score: -12564734.000000 Penalty: 5652.142090
	Iteration 34Q: 3 clusters Score -1.256473e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 80990 members 
Entering Unmasked Estep 
Score: -12564765.000000 Penalty: 5652.142090
	Iteration 35Q: 3 clusters Score -1.256476e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 81117 members 
Entering Unmasked Estep 
Score: -12564780.000000 Penalty: 5652.142090
	Iteration 36Q: 3 clusters Score -1.256478e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 81231 members 
Entering Unmasked Estep 
Score: -12564756.000000 Penalty: 5652.142090
	Iteration 37Q: 3 clusters Score -1.256476e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 81335 members 
Entering Unmasked Estep 
Score: -12564810.000000 Penalty: 5652.142090
	Iteration 38Q: 3 clusters Score -1.256481e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 81420 members 
Entering Unmasked Estep 
Score: -12564835.000000 Penalty: 5652.142090
	Iteration 39Q: 3 clusters Score -1.256484e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 81489 members 
Entering Unmasked Estep 
Score: -12564829.000000 Penalty: 5652.142090
	Iteration 40F: 3 clusters Score -1.256483e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 81554 members 
Entering Unmasked Estep 
Score: -12564835.000000 Penalty: 5652.142090
	Iteration 41Q: 3 clusters Score -1.256484e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 81611 members 
Entering Unmasked Estep 
Score: -12564843.000000 Penalty: 5652.142090
	Iteration 42Q: 3 clusters Score -1.256484e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 81652 members 
Entering Unmasked Estep 
Score: -12564874.000000 Penalty: 5652.142090
	Iteration 43Q: 3 clusters Score -1.256487e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 81681 members 
Entering Unmasked Estep 
Score: -12564875.000000 Penalty: 5652.142090
	Iteration 44Q: 3 clusters Score -1.256488e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 81709 members 
Entering Unmasked Estep 
Score: -12564886.000000 Penalty: 5652.142090
	Iteration 45Q: 3 clusters Score -1.256489e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 81727 members 
Entering Unmasked Estep 
Score: -12564880.000000 Penalty: 5652.142090
	Iteration 46Q: 3 clusters Score -1.256488e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 81750 members 
Entering Unmasked Estep 
Score: -12564882.000000 Penalty: 5652.142090
	Iteration 47Q: 3 clusters Score -1.256488e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 81766 members 
Entering Unmasked Estep 
Score: -12564884.000000 Penalty: 5652.142090
	Iteration 48Q: 3 clusters Score -1.256488e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 81781 members 
Entering Unmasked Estep 
Score: -12564881.000000 Penalty: 5652.142090
	Iteration 49Q: 3 clusters Score -1.256488e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 81794 members 
Entering Unmasked Estep 
Score: -12564876.000000 Penalty: 5652.142090
	Iteration 50Q: 3 clusters Score -1.256488e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 81808 members 
Entering Unmasked Estep 
Score: -12564882.000000 Penalty: 5652.142090
	Iteration 51Q: 3 clusters Score -1.256488e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 81821 members 
Entering Unmasked Estep 
Score: -12564860.000000 Penalty: 5652.142090
	Iteration 52Q: 3 clusters Score -1.256486e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 81837 members 
Entering Unmasked Estep 
Score: -12564856.000000 Penalty: 5652.142090
	Iteration 53Q: 3 clusters Score -1.256486e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 81856 members 
Entering Unmasked Estep 
Score: -12564847.000000 Penalty: 5652.142090
	Iteration 54Q: 3 clusters Score -1.256485e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 81877 members 
Entering Unmasked Estep 
Score: -12564847.000000 Penalty: 5652.142090
	Iteration 55Q: 3 clusters Score -1.256485e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 81896 members 
Entering Unmasked Estep 
Score: -12564851.000000 Penalty: 5652.142090
	Iteration 56Q: 3 clusters Score -1.256485e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 81909 members 
Entering Unmasked Estep 
Score: -12564850.000000 Penalty: 5652.142090
	Iteration 57Q: 3 clusters Score -1.256485e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 81922 members 
Entering Unmasked Estep 
Score: -12564849.000000 Penalty: 5652.142090
	Iteration 58Q: 3 clusters Score -1.256485e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 81939 members 
Entering Unmasked Estep 
Score: -12564847.000000 Penalty: 5652.142090
	Iteration 59Q: 3 clusters Score -1.256485e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 81958 members 
Entering Unmasked Estep 
Score: -12564830.000000 Penalty: 5652.142090
	Iteration 60F: 3 clusters Score -1.256483e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 81973 members 
Entering Unmasked Estep 
Score: -12564831.000000 Penalty: 5652.142090
	Iteration 61Q: 3 clusters Score -1.256483e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 81988 members 
Entering Unmasked Estep 
Score: -12564839.000000 Penalty: 5652.142090
	Iteration 62Q: 3 clusters Score -1.256484e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 82004 members 
Entering Unmasked Estep 
Score: -12564833.000000 Penalty: 5652.142090
	Iteration 63Q: 3 clusters Score -1.256483e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 82020 members 
Entering Unmasked Estep 
Score: -12564831.000000 Penalty: 5652.142090
	Iteration 64Q: 3 clusters Score -1.256483e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 82032 members 
Entering Unmasked Estep 
Score: -12564838.000000 Penalty: 5652.142090
	Iteration 65Q: 3 clusters Score -1.256484e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 82042 members 
Entering Unmasked Estep 
Score: -12564833.000000 Penalty: 5652.142090
	Iteration 66Q: 3 clusters Score -1.256483e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 82053 members 
Entering Unmasked Estep 
Score: -12564838.000000 Penalty: 5652.142090
	Iteration 67Q: 3 clusters Score -1.256484e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 82063 members 
Entering Unmasked Estep 
Score: -12564850.000000 Penalty: 5652.142090
	Iteration 68Q: 3 clusters Score -1.256485e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 82071 members 
Entering Unmasked Estep 
Score: -12564851.000000 Penalty: 5652.142090
	Iteration 69Q: 3 clusters Score -1.256485e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 82086 members 
Entering Unmasked Estep 
Score: -12564862.000000 Penalty: 5652.142090
	Iteration 70Q: 3 clusters Score -1.256486e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 82107 members 
Entering Unmasked Estep 
Score: -12564858.000000 Penalty: 5652.142090
	Iteration 71Q: 3 clusters Score -1.256486e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 82124 members 
Entering Unmasked Estep 
Score: -12564853.000000 Penalty: 5652.142090
	Iteration 72Q: 3 clusters Score -1.256485e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 82131 members 
Entering Unmasked Estep 
Score: -12564847.000000 Penalty: 5652.142090
	Iteration 73Q: 3 clusters Score -1.256485e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 82139 members 
Entering Unmasked Estep 
Score: -12564845.000000 Penalty: 5652.142090
	Iteration 74Q: 3 clusters Score -1.256484e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 82150 members 
Entering Unmasked Estep 
Score: -12564855.000000 Penalty: 5652.142090
	Iteration 75Q: 3 clusters Score -1.256486e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 82161 members 
Entering Unmasked Estep 
Score: -12564866.000000 Penalty: 5652.142090
	Iteration 76Q: 3 clusters Score -1.256487e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 82174 members 
Entering Unmasked Estep 
Score: -12564853.000000 Penalty: 5652.142090
	Iteration 77Q: 3 clusters Score -1.256485e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 82189 members 
Entering Unmasked Estep 
Score: -12564863.000000 Penalty: 5652.142090
	Iteration 78Q: 3 clusters Score -1.256486e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 82204 members 
Entering Unmasked Estep 
Score: -12564869.000000 Penalty: 5652.142090
	Iteration 79Q: 3 clusters Score -1.256487e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 82218 members 
Entering Unmasked Estep 
Score: -12564877.000000 Penalty: 5652.142090
	Iteration 80F: 3 clusters Score -1.256488e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 82231 members 
Entering Unmasked Estep 
Score: -12564872.000000 Penalty: 5652.142090
	Iteration 81Q: 3 clusters Score -1.256487e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 82241 members 
Entering Unmasked Estep 
Score: -12564865.000000 Penalty: 5652.142090
	Iteration 82Q: 3 clusters Score -1.256486e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 82251 members 
Entering Unmasked Estep 
Score: -12564851.000000 Penalty: 5652.142090
	Iteration 83Q: 3 clusters Score -1.256485e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 82255 members 
Entering Unmasked Estep 
Score: -12564851.000000 Penalty: 5652.142090
	Iteration 84Q: 3 clusters Score -1.256485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 82260 members 
Entering Unmasked Estep 
Score: -12564855.000000 Penalty: 5652.142090
	Iteration 85Q: 3 clusters Score -1.256486e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 82267 members 
Entering Unmasked Estep 
Score: -12564858.000000 Penalty: 5652.142090
	Iteration 86Q: 3 clusters Score -1.256486e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 82276 members 
Entering Unmasked Estep 
Score: -12564852.000000 Penalty: 5652.142090
	Iteration 87Q: 3 clusters Score -1.256485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 82281 members 
Entering Unmasked Estep 
Score: -12564846.000000 Penalty: 5652.142090
	Iteration 88Q: 3 clusters Score -1.256485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 82285 members 
Entering Unmasked Estep 
Score: -12564857.000000 Penalty: 5652.142090
	Iteration 89Q: 3 clusters Score -1.256486e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 82292 members 
Entering Unmasked Estep 
Score: -12564855.000000 Penalty: 5652.142090
	Iteration 90Q: 3 clusters Score -1.256486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 82298 members 
Entering Unmasked Estep 
Score: -12564841.000000 Penalty: 5652.142090
	Iteration 91Q: 3 clusters Score -1.256484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 82305 members 
Entering Unmasked Estep 
Score: -12564843.000000 Penalty: 5652.142090
	Iteration 92Q: 3 clusters Score -1.256484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 82312 members 
Entering Unmasked Estep 
Score: -12564846.000000 Penalty: 5652.142090
	Iteration 93Q: 3 clusters Score -1.256485e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 82319 members 
Entering Unmasked Estep 
Score: -12564846.000000 Penalty: 5652.142090
	Iteration 94Q: 3 clusters Score -1.256485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 82322 members 
Entering Unmasked Estep 
Score: -12564837.000000 Penalty: 5652.142090
	Iteration 95Q: 3 clusters Score -1.256484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 82327 members 
Entering Unmasked Estep 
Score: -12564846.000000 Penalty: 5652.142090
	Iteration 96Q: 3 clusters Score -1.256485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 82328 members 
Entering Unmasked Estep 
Score: -12564839.000000 Penalty: 5652.142090
	Iteration 97Q: 3 clusters Score -1.256484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 82329 members 
Entering Unmasked Estep 
Score: -12564842.000000 Penalty: 5652.142090
	Iteration 98Q: 3 clusters Score -1.256484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 82331 members 
Entering Unmasked Estep 
Score: -12564843.000000 Penalty: 5652.142090
	Iteration 99Q: 3 clusters Score -1.256484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 82332 members 
Entering Unmasked Estep 
Score: -12564845.000000 Penalty: 5652.142090
	Iteration 100F: 3 clusters Score -1.256484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 82333 members 
Entering Unmasked Estep 
Score: -12564843.000000 Penalty: 5652.142090
	Iteration 101Q: 3 clusters Score -1.256484e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 82333 members 
Entering Unmasked Estep 
Score: -12564843.000000 Penalty: 5652.142090
	Iteration 102F: 3 clusters Score -1.256484e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (63703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63703 members 
Entering Unmasked Estep 
Score: -8977398.000000 Penalty: 2743.372803
	Iteration 0F: 2 clusters Score -8977398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -8934596.000000 Penalty: 5486.745605
	Iteration 0F: 3 clusters Score -8934596 nChanged 29660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -8951406.000000 Penalty: 5486.745605
	Iteration 1F: 3 clusters Score -8951406 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -8951910.000000 Penalty: 5486.745605
	Iteration 2Q: 3 clusters Score -8951910 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -8952461.000000 Penalty: 5486.745605
	Iteration 3Q: 3 clusters Score -8952461 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -8953123.000000 Penalty: 5486.745605
	Iteration 4Q: 3 clusters Score -8953123 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 36081 members 
Entering Unmasked Estep 
Score: -8953910.000000 Penalty: 5486.745605
	Iteration 5Q: 3 clusters Score -8953910 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 38258 members 
Entering Unmasked Estep 
Score: -8955052.000000 Penalty: 5486.745605
	Iteration 6Q: 3 clusters Score -8955052 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 41197 members 
Entering Unmasked Estep 
Score: -8956816.000000 Penalty: 5486.745605
	Iteration 7F: 3 clusters Score -8956816 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 45018 members 
Entering Unmasked Estep 
Score: -8959592.000000 Penalty: 5486.745605
	Iteration 8F: 3 clusters Score -8959592 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 49440 members 
Entering Unmasked Estep 
Score: -8963268.000000 Penalty: 5486.745605
	Iteration 9F: 3 clusters Score -8963268 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 53895 members 
Entering Unmasked Estep 
Score: -8967161.000000 Penalty: 5486.745605
	Iteration 10F: 3 clusters Score -8967161 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 57530 members 
Entering Unmasked Estep 
Score: -8970485.000000 Penalty: 5486.745605
	Iteration 11F: 3 clusters Score -8970485 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 60013 members 
Entering Unmasked Estep 
Score: -8972584.000000 Penalty: 5486.745605
	Iteration 12Q: 3 clusters Score -8972584 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 61434 members 
Entering Unmasked Estep 
Score: -8973732.000000 Penalty: 5486.745605
	Iteration 13Q: 3 clusters Score -8973732 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 62158 members 
Entering Unmasked Estep 
Score: -8974272.000000 Penalty: 5486.745605
	Iteration 14Q: 3 clusters Score -8974272 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 62579 members 
Entering Unmasked Estep 
Score: -8974581.000000 Penalty: 5486.745605
	Iteration 15Q: 3 clusters Score -8974581 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 62776 members 
Entering Unmasked Estep 
Score: -8974732.000000 Penalty: 5486.745605
	Iteration 16Q: 3 clusters Score -8974732 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 62903 members 
Entering Unmasked Estep 
Score: -8974856.000000 Penalty: 5486.745605
	Iteration 17Q: 3 clusters Score -8974856 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 62989 members 
Entering Unmasked Estep 
Score: -8974907.000000 Penalty: 5486.745605
	Iteration 18Q: 3 clusters Score -8974907 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 63025 members 
Entering Unmasked Estep 
Score: -8974944.000000 Penalty: 5486.745605
	Iteration 19Q: 3 clusters Score -8974944 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 63056 members 
Entering Unmasked Estep 
Score: -8974972.000000 Penalty: 5486.745605
	Iteration 20F: 3 clusters Score -8974972 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 63083 members 
Entering Unmasked Estep 
Score: -8975008.000000 Penalty: 5486.745605
	Iteration 21Q: 3 clusters Score -8975008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 63092 members 
Entering Unmasked Estep 
Score: -8975041.000000 Penalty: 5486.745605
	Iteration 22Q: 3 clusters Score -8975041 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 63109 members 
Entering Unmasked Estep 
Score: -8975042.000000 Penalty: 5486.745605
	Iteration 23Q: 3 clusters Score -8975042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 63116 members 
Entering Unmasked Estep 
Score: -8975042.000000 Penalty: 5486.745605
	Iteration 24Q: 3 clusters Score -8975042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 63118 members 
Entering Unmasked Estep 
Score: -8975052.000000 Penalty: 5486.745605
	Iteration 25Q: 3 clusters Score -8975052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 63121 members 
Entering Unmasked Estep 
Score: -8975054.000000 Penalty: 5486.745605
	Iteration 26Q: 3 clusters Score -8975054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 63123 members 
Entering Unmasked Estep 
Score: -8975055.000000 Penalty: 5486.745605
	Iteration 27Q: 3 clusters Score -8975055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 63127 members 
Entering Unmasked Estep 
Score: -8975055.000000 Penalty: 5486.745605
	Iteration 28Q: 3 clusters Score -8975055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 63132 members 
Entering Unmasked Estep 
Score: -8975050.000000 Penalty: 5486.745605
	Iteration 29Q: 3 clusters Score -8975050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 63136 members 
Entering Unmasked Estep 
Score: -8975052.000000 Penalty: 5486.745605
	Iteration 30Q: 3 clusters Score -8975052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 63137 members 
Entering Unmasked Estep 
Score: -8975054.000000 Penalty: 5486.745605
	Iteration 31Q: 3 clusters Score -8975054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 63139 members 
Entering Unmasked Estep 
Score: -8975059.000000 Penalty: 5486.745605
	Iteration 32Q: 3 clusters Score -8975059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 63145 members 
Entering Unmasked Estep 
Score: -8975062.000000 Penalty: 5486.745605
	Iteration 33Q: 3 clusters Score -8975062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 63150 members 
Entering Unmasked Estep 
Score: -8975073.000000 Penalty: 5486.745605
	Iteration 34Q: 3 clusters Score -8975073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 63157 members 
Entering Unmasked Estep 
Score: -8975075.000000 Penalty: 5486.745605
	Iteration 35Q: 3 clusters Score -8975075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 63165 members 
Entering Unmasked Estep 
Score: -8975083.000000 Penalty: 5486.745605
	Iteration 36Q: 3 clusters Score -8975083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 63169 members 
Entering Unmasked Estep 
Score: -8975087.000000 Penalty: 5486.745605
	Iteration 37Q: 3 clusters Score -8975087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 63172 members 
Entering Unmasked Estep 
Score: -8975090.000000 Penalty: 5486.745605
	Iteration 38Q: 3 clusters Score -8975090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 63174 members 
Entering Unmasked Estep 
Score: -8975090.000000 Penalty: 5486.745605
	Iteration 39Q: 3 clusters Score -8975090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 63177 members 
Entering Unmasked Estep 
Score: -8975091.000000 Penalty: 5486.745605
	Iteration 40F: 3 clusters Score -8975091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 63181 members 
Entering Unmasked Estep 
Score: -8975088.000000 Penalty: 5486.745605
	Iteration 41Q: 3 clusters Score -8975088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 63186 members 
Entering Unmasked Estep 
Score: -8975097.000000 Penalty: 5486.745605
	Iteration 42Q: 3 clusters Score -8975097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 63193 members 
Entering Unmasked Estep 
Score: -8975096.000000 Penalty: 5486.745605
	Iteration 43Q: 3 clusters Score -8975096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 63198 members 
Entering Unmasked Estep 
Score: -8975108.000000 Penalty: 5486.745605
	Iteration 44Q: 3 clusters Score -8975108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 63200 members 
Entering Unmasked Estep 
Score: -8975105.000000 Penalty: 5486.745605
	Iteration 45Q: 3 clusters Score -8975105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 63203 members 
Entering Unmasked Estep 
Score: -8975104.000000 Penalty: 5486.745605
	Iteration 46Q: 3 clusters Score -8975104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 63208 members 
Entering Unmasked Estep 
Score: -8975098.000000 Penalty: 5486.745605
	Iteration 47Q: 3 clusters Score -8975098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 63207 members 
Entering Unmasked Estep 
Score: -8975099.000000 Penalty: 5486.745605
	Iteration 48Q: 3 clusters Score -8975099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 63208 members 
Entering Unmasked Estep 
Score: -8975107.000000 Penalty: 5486.745605
	Iteration 49Q: 3 clusters Score -8975107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 63208 members 
Entering Unmasked Estep 
Score: -8975107.000000 Penalty: 5486.745605
	Iteration 50F: 3 clusters Score -8975107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Entering Unmasked Estep 
Score: -64198.160156 Penalty: 1563.956299
	Iteration 0F: 2 clusters Score -64198.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -62652.968750 Penalty: 3127.912598
	Iteration 0F: 3 clusters Score -62652.97 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -62898.667969 Penalty: 3127.912598
	Iteration 1F: 3 clusters Score -62898.67 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -63107.777344 Penalty: 3127.912598
	Iteration 2F: 3 clusters Score -63107.78 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -63287.175781 Penalty: 3127.912598
	Iteration 3F: 3 clusters Score -63287.18 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -63441.570312 Penalty: 3127.912598
	Iteration 4Q: 3 clusters Score -63441.57 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -63751.156250 Penalty: 3127.912598
	Iteration 5F: 3 clusters Score -63751.16 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -64114.039062 Penalty: 3127.912598
	Iteration 6F: 3 clusters Score -64114.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -64308.718750 Penalty: 3127.912598
	Iteration 7Q: 3 clusters Score -64308.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -64391.113281 Penalty: 3127.912598
	Iteration 8Q: 3 clusters Score -64391.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -64472.210938 Penalty: 3127.912598
	Iteration 9Q: 3 clusters Score -64472.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -64542.550781 Penalty: 3127.912598
	Iteration 10Q: 3 clusters Score -64542.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -64605.175781 Penalty: 3127.912598
	Iteration 11Q: 3 clusters Score -64605.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -64668.671875 Penalty: 3127.912598
	Iteration 12Q: 3 clusters Score -64668.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -64834.882812 Penalty: 3127.912598
	Iteration 13Q: 3 clusters Score -64834.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -65081.195312 Penalty: 3127.912598
	Iteration 14Q: 3 clusters Score -65081.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -65169.367188 Penalty: 3127.912598
	Iteration 15Q: 3 clusters Score -65169.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -65292.246094 Penalty: 3127.912598
	Iteration 16Q: 3 clusters Score -65292.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -65460.964844 Penalty: 3127.912598
	Iteration 17Q: 3 clusters Score -65460.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -65460.964844 Penalty: 3127.912598
	Iteration 18F: 3 clusters Score -65460.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1483 members 
Mstep: Class 4 contains 29974 members 
Mstep: Class 5 contains 180571 members 
Mstep: Class 6 contains 132260 members 
Mstep: Class 7 contains 8232 members 
Mstep: Class 8 contains 31965 members 
Mstep: Class 9 contains 18127 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39617 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157723 members 
Mstep: Class 15 contains 27540 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 188 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3852 members 
Mstep: Class 20 contains 2527 members 
Mstep: Class 21 contains 166357 members 
Mstep: Class 22 contains 88916 members 
Mstep: Class 23 contains 63703 members 
Mstep: Class 24 contains 226 members 
Mstep: Class 25 contains 482 members 
Mstep: Class 26 contains 169 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
Score: -132690152.000000 Penalty: 92242.843750
Splitting cluster 24 changes total score from -132689976.000000 to -132690152.000000
So it's getting split into cluster 27.
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1483 members 
Mstep: Class 4 contains 29974 members 
Mstep: Class 5 contains 180571 members 
Mstep: Class 6 contains 132260 members 
Mstep: Class 7 contains 8232 members 
Mstep: Class 8 contains 31965 members 
Mstep: Class 9 contains 18127 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39617 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157723 members 
Mstep: Class 15 contains 27540 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 188 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3852 members 
Mstep: Class 20 contains 2527 members 
Mstep: Class 21 contains 166357 members 
Mstep: Class 22 contains 88916 members 
Mstep: Class 23 contains 63703 members 
Mstep: Class 24 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690248.000000 Penalty: 92242.843750
Iteration 199Q: 28 clusters Score -1.326902e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 645 members 
Mstep: Class 3 contains 1483 members 
Mstep: Class 4 contains 29981 members 
Mstep: Class 5 contains 180574 members 
Mstep: Class 6 contains 132268 members 
Mstep: Class 7 contains 8232 members 
Mstep: Class 8 contains 31954 members 
Mstep: Class 9 contains 18126 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39605 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157701 members 
Mstep: Class 15 contains 27552 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 191 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3852 members 
Mstep: Class 20 contains 2528 members 
Mstep: Class 21 contains 166363 members 
Mstep: Class 22 contains 88928 members 
Mstep: Class 23 contains 63700 members 
Mstep: Class 24 contains 230 members 
Mstep: Class 25 contains 480 members 
Mstep: Class 26 contains 163 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690416.000000 Penalty: 92242.843750
Iteration 200F: 28 clusters Score -1.326904e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 640 members 
Mstep: Class 3 contains 1483 members 
Mstep: Class 4 contains 29989 members 
Mstep: Class 5 contains 180580 members 
Mstep: Class 6 contains 132266 members 
Mstep: Class 7 contains 8232 members 
Mstep: Class 8 contains 31951 members 
Mstep: Class 9 contains 18127 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39591 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157681 members 
Mstep: Class 15 contains 27558 members 
Mstep: Class 16 contains 3151 members 
Mstep: Class 17 contains 191 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3852 members 
Mstep: Class 20 contains 2530 members 
Mstep: Class 21 contains 166370 members 
Mstep: Class 22 contains 88941 members 
Mstep: Class 23 contains 63695 members 
Mstep: Class 24 contains 235 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 160 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690408.000000 Penalty: 92242.843750
Iteration 201Q: 28 clusters Score -1.326904e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 634 members 
Mstep: Class 3 contains 1483 members 
Mstep: Class 4 contains 29993 members 
Mstep: Class 5 contains 180579 members 
Mstep: Class 6 contains 132277 members 
Mstep: Class 7 contains 8229 members 
Mstep: Class 8 contains 31945 members 
Mstep: Class 9 contains 18128 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39580 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157653 members 
Mstep: Class 15 contains 27558 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 195 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3852 members 
Mstep: Class 20 contains 2532 members 
Mstep: Class 21 contains 166401 members 
Mstep: Class 22 contains 88948 members 
Mstep: Class 23 contains 63689 members 
Mstep: Class 24 contains 241 members 
Mstep: Class 25 contains 473 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690488.000000 Penalty: 92242.843750
Iteration 202Q: 28 clusters Score -1.326905e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 1483 members 
Mstep: Class 4 contains 29998 members 
Mstep: Class 5 contains 180579 members 
Mstep: Class 6 contains 132289 members 
Mstep: Class 7 contains 8228 members 
Mstep: Class 8 contains 31939 members 
Mstep: Class 9 contains 18129 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39576 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157611 members 
Mstep: Class 15 contains 27565 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 197 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3852 members 
Mstep: Class 20 contains 2534 members 
Mstep: Class 21 contains 166424 members 
Mstep: Class 22 contains 88947 members 
Mstep: Class 23 contains 63693 members 
Mstep: Class 24 contains 244 members 
Mstep: Class 25 contains 471 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690448.000000 Penalty: 92242.843750
Iteration 203Q: 28 clusters Score -1.326904e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 630 members 
Mstep: Class 3 contains 1483 members 
Mstep: Class 4 contains 30002 members 
Mstep: Class 5 contains 180579 members 
Mstep: Class 6 contains 132298 members 
Mstep: Class 7 contains 8229 members 
Mstep: Class 8 contains 31933 members 
Mstep: Class 9 contains 18130 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39565 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157589 members 
Mstep: Class 15 contains 27565 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 199 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3852 members 
Mstep: Class 20 contains 2536 members 
Mstep: Class 21 contains 166454 members 
Mstep: Class 22 contains 88935 members 
Mstep: Class 23 contains 63697 members 
Mstep: Class 24 contains 245 members 
Mstep: Class 25 contains 469 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690752.000000 Penalty: 92242.843750
Iteration 204Q: 28 clusters Score -1.326908e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 3 contains 1483 members 
Mstep: Class 4 contains 30007 members 
Mstep: Class 5 contains 180576 members 
Mstep: Class 6 contains 132306 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31932 members 
Mstep: Class 9 contains 18129 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39561 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157556 members 
Mstep: Class 15 contains 27566 members 
Mstep: Class 16 contains 3151 members 
Mstep: Class 17 contains 200 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3852 members 
Mstep: Class 20 contains 2536 members 
Mstep: Class 21 contains 166466 members 
Mstep: Class 22 contains 88946 members 
Mstep: Class 23 contains 63700 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 468 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690856.000000 Penalty: 92242.843750
Iteration 205Q: 28 clusters Score -1.326909e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 627 members 
Mstep: Class 3 contains 1483 members 
Mstep: Class 4 contains 30009 members 
Mstep: Class 5 contains 180584 members 
Mstep: Class 6 contains 132311 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31927 members 
Mstep: Class 9 contains 18127 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39551 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157536 members 
Mstep: Class 15 contains 27569 members 
Mstep: Class 16 contains 3152 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3852 members 
Mstep: Class 20 contains 2536 members 
Mstep: Class 21 contains 166484 members 
Mstep: Class 22 contains 88943 members 
Mstep: Class 23 contains 63702 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690784.000000 Penalty: 92242.843750
Iteration 206Q: 28 clusters Score -1.326908e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 627 members 
Mstep: Class 3 contains 1483 members 
Mstep: Class 4 contains 30015 members 
Mstep: Class 5 contains 180588 members 
Mstep: Class 6 contains 132321 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31931 members 
Mstep: Class 9 contains 18126 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39543 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157515 members 
Mstep: Class 15 contains 27568 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3852 members 
Mstep: Class 20 contains 2537 members 
Mstep: Class 21 contains 166502 members 
Mstep: Class 22 contains 88933 members 
Mstep: Class 23 contains 63702 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690712.000000 Penalty: 92242.843750
Iteration 207Q: 28 clusters Score -1.326907e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 627 members 
Mstep: Class 3 contains 1483 members 
Mstep: Class 4 contains 30015 members 
Mstep: Class 5 contains 180589 members 
Mstep: Class 6 contains 132327 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31938 members 
Mstep: Class 9 contains 18126 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39534 members 
Mstep: Class 12 contains 765 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157495 members 
Mstep: Class 15 contains 27571 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3852 members 
Mstep: Class 20 contains 2538 members 
Mstep: Class 21 contains 166539 members 
Mstep: Class 22 contains 88910 members 
Mstep: Class 23 contains 63700 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690656.000000 Penalty: 92242.843750
Iteration 208Q: 28 clusters Score -1.326907e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 627 members 
Mstep: Class 3 contains 1483 members 
Mstep: Class 4 contains 30017 members 
Mstep: Class 5 contains 180591 members 
Mstep: Class 6 contains 132343 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31935 members 
Mstep: Class 9 contains 18126 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39530 members 
Mstep: Class 12 contains 766 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157465 members 
Mstep: Class 15 contains 27572 members 
Mstep: Class 16 contains 3147 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3852 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 21 contains 166560 members 
Mstep: Class 22 contains 88903 members 
Mstep: Class 23 contains 63700 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690568.000000 Penalty: 92242.843750
Iteration 209Q: 28 clusters Score -1.326906e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 627 members 
Mstep: Class 3 contains 1483 members 
Mstep: Class 4 contains 30026 members 
Mstep: Class 5 contains 180607 members 
Mstep: Class 6 contains 132350 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31932 members 
Mstep: Class 9 contains 18125 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39530 members 
Mstep: Class 12 contains 767 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157433 members 
Mstep: Class 15 contains 27576 members 
Mstep: Class 16 contains 3147 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3852 members 
Mstep: Class 20 contains 2542 members 
Mstep: Class 21 contains 166568 members 
Mstep: Class 22 contains 88892 members 
Mstep: Class 23 contains 63701 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690592.000000 Penalty: 92242.843750
Iteration 210Q: 28 clusters Score -1.326906e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 627 members 
Mstep: Class 3 contains 1483 members 
Mstep: Class 4 contains 30027 members 
Mstep: Class 5 contains 180614 members 
Mstep: Class 6 contains 132362 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31931 members 
Mstep: Class 9 contains 18126 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39523 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157412 members 
Mstep: Class 15 contains 27578 members 
Mstep: Class 16 contains 3147 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3852 members 
Mstep: Class 20 contains 2544 members 
Mstep: Class 21 contains 166580 members 
Mstep: Class 22 contains 88879 members 
Mstep: Class 23 contains 63704 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690624.000000 Penalty: 92242.843750
Iteration 211Q: 28 clusters Score -1.326906e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 627 members 
Mstep: Class 3 contains 1483 members 
Mstep: Class 4 contains 30024 members 
Mstep: Class 5 contains 180620 members 
Mstep: Class 6 contains 132367 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31924 members 
Mstep: Class 9 contains 18127 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39516 members 
Mstep: Class 12 contains 770 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157403 members 
Mstep: Class 15 contains 27578 members 
Mstep: Class 16 contains 3147 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3852 members 
Mstep: Class 20 contains 2547 members 
Mstep: Class 21 contains 166598 members 
Mstep: Class 22 contains 88871 members 
Mstep: Class 23 contains 63703 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690552.000000 Penalty: 92242.843750
Iteration 212Q: 28 clusters Score -1.326906e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 627 members 
Mstep: Class 3 contains 1483 members 
Mstep: Class 4 contains 30026 members 
Mstep: Class 5 contains 180623 members 
Mstep: Class 6 contains 132377 members 
Mstep: Class 7 contains 8229 members 
Mstep: Class 8 contains 31925 members 
Mstep: Class 9 contains 18130 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39511 members 
Mstep: Class 12 contains 772 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157387 members 
Mstep: Class 15 contains 27580 members 
Mstep: Class 16 contains 3147 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3852 members 
Mstep: Class 20 contains 2549 members 
Mstep: Class 21 contains 166613 members 
Mstep: Class 22 contains 88851 members 
Mstep: Class 23 contains 63706 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690584.000000 Penalty: 92242.843750
Iteration 213Q: 28 clusters Score -1.326906e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 627 members 
Mstep: Class 3 contains 1483 members 
Mstep: Class 4 contains 30031 members 
Mstep: Class 5 contains 180625 members 
Mstep: Class 6 contains 132387 members 
Mstep: Class 7 contains 8227 members 
Mstep: Class 8 contains 31917 members 
Mstep: Class 9 contains 18133 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39513 members 
Mstep: Class 12 contains 774 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157369 members 
Mstep: Class 15 contains 27582 members 
Mstep: Class 16 contains 3148 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3853 members 
Mstep: Class 20 contains 2550 members 
Mstep: Class 21 contains 166625 members 
Mstep: Class 22 contains 88838 members 
Mstep: Class 23 contains 63706 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690568.000000 Penalty: 92242.843750
Iteration 214Q: 28 clusters Score -1.326906e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 627 members 
Mstep: Class 3 contains 1483 members 
Mstep: Class 4 contains 30032 members 
Mstep: Class 5 contains 180628 members 
Mstep: Class 6 contains 132398 members 
Mstep: Class 7 contains 8228 members 
Mstep: Class 8 contains 31910 members 
Mstep: Class 9 contains 18135 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39508 members 
Mstep: Class 12 contains 774 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157361 members 
Mstep: Class 15 contains 27585 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3853 members 
Mstep: Class 20 contains 2551 members 
Mstep: Class 21 contains 166637 members 
Mstep: Class 22 contains 88826 members 
Mstep: Class 23 contains 63703 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690488.000000 Penalty: 92242.843750
Iteration 215Q: 28 clusters Score -1.326905e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 627 members 
Mstep: Class 3 contains 1483 members 
Mstep: Class 4 contains 30032 members 
Mstep: Class 5 contains 180639 members 
Mstep: Class 6 contains 132404 members 
Mstep: Class 7 contains 8227 members 
Mstep: Class 8 contains 31907 members 
Mstep: Class 9 contains 18135 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39503 members 
Mstep: Class 12 contains 775 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157346 members 
Mstep: Class 15 contains 27588 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3853 members 
Mstep: Class 20 contains 2551 members 
Mstep: Class 21 contains 166654 members 
Mstep: Class 22 contains 88814 members 
Mstep: Class 23 contains 63700 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690472.000000 Penalty: 92242.843750
Iteration 216Q: 28 clusters Score -1.326905e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 627 members 
Mstep: Class 3 contains 1482 members 
Mstep: Class 4 contains 30032 members 
Mstep: Class 5 contains 180639 members 
Mstep: Class 6 contains 132409 members 
Mstep: Class 7 contains 8227 members 
Mstep: Class 8 contains 31904 members 
Mstep: Class 9 contains 18136 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39496 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157340 members 
Mstep: Class 15 contains 27591 members 
Mstep: Class 16 contains 3152 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3853 members 
Mstep: Class 20 contains 2551 members 
Mstep: Class 21 contains 166675 members 
Mstep: Class 22 contains 88800 members 
Mstep: Class 23 contains 63698 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690528.000000 Penalty: 92242.843750
Iteration 217Q: 28 clusters Score -1.326905e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 627 members 
Mstep: Class 3 contains 1484 members 
Mstep: Class 4 contains 30030 members 
Mstep: Class 5 contains 180642 members 
Mstep: Class 6 contains 132412 members 
Mstep: Class 7 contains 8227 members 
Mstep: Class 8 contains 31893 members 
Mstep: Class 9 contains 18136 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39487 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157346 members 
Mstep: Class 15 contains 27597 members 
Mstep: Class 16 contains 3152 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3853 members 
Mstep: Class 20 contains 2551 members 
Mstep: Class 21 contains 166686 members 
Mstep: Class 22 contains 88793 members 
Mstep: Class 23 contains 63696 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690568.000000 Penalty: 92242.843750
Iteration 218Q: 28 clusters Score -1.326906e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 627 members 
Mstep: Class 3 contains 1485 members 
Mstep: Class 4 contains 30028 members 
Mstep: Class 5 contains 180647 members 
Mstep: Class 6 contains 132415 members 
Mstep: Class 7 contains 8229 members 
Mstep: Class 8 contains 31882 members 
Mstep: Class 9 contains 18137 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39475 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157368 members 
Mstep: Class 15 contains 27600 members 
Mstep: Class 16 contains 3151 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3853 members 
Mstep: Class 20 contains 2552 members 
Mstep: Class 21 contains 166681 members 
Mstep: Class 22 contains 88788 members 
Mstep: Class 23 contains 63694 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690528.000000 Penalty: 92242.843750
Iteration 219Q: 28 clusters Score -1.326905e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 627 members 
Mstep: Class 3 contains 1485 members 
Mstep: Class 4 contains 30022 members 
Mstep: Class 5 contains 180658 members 
Mstep: Class 6 contains 132410 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31870 members 
Mstep: Class 9 contains 18139 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39469 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157401 members 
Mstep: Class 15 contains 27603 members 
Mstep: Class 16 contains 3151 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3853 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 166656 members 
Mstep: Class 22 contains 88790 members 
Mstep: Class 23 contains 63695 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690440.000000 Penalty: 92242.843750
Iteration 220F: 28 clusters Score -1.326904e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1485 members 
Mstep: Class 4 contains 30022 members 
Mstep: Class 5 contains 180661 members 
Mstep: Class 6 contains 132420 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31873 members 
Mstep: Class 9 contains 18138 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39466 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157406 members 
Mstep: Class 15 contains 27607 members 
Mstep: Class 16 contains 3151 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3853 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 166639 members 
Mstep: Class 22 contains 88786 members 
Mstep: Class 23 contains 63695 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690424.000000 Penalty: 92242.843750
Iteration 221Q: 28 clusters Score -1.326904e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1485 members 
Mstep: Class 4 contains 30025 members 
Mstep: Class 5 contains 180662 members 
Mstep: Class 6 contains 132431 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31871 members 
Mstep: Class 9 contains 18137 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39463 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157408 members 
Mstep: Class 15 contains 27606 members 
Mstep: Class 16 contains 3151 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3853 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 166630 members 
Mstep: Class 22 contains 88788 members 
Mstep: Class 23 contains 63692 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690496.000000 Penalty: 92242.843750
Iteration 222Q: 28 clusters Score -1.326905e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1485 members 
Mstep: Class 4 contains 30025 members 
Mstep: Class 5 contains 180662 members 
Mstep: Class 6 contains 132438 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31882 members 
Mstep: Class 9 contains 18136 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39458 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157411 members 
Mstep: Class 15 contains 27608 members 
Mstep: Class 16 contains 3151 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3853 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 166613 members 
Mstep: Class 22 contains 88786 members 
Mstep: Class 23 contains 63693 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690352.000000 Penalty: 92242.843750
Iteration 223Q: 28 clusters Score -1.326904e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1485 members 
Mstep: Class 4 contains 30026 members 
Mstep: Class 5 contains 180663 members 
Mstep: Class 6 contains 132445 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31887 members 
Mstep: Class 9 contains 18135 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39449 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157416 members 
Mstep: Class 15 contains 27615 members 
Mstep: Class 16 contains 3152 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3853 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 166595 members 
Mstep: Class 22 contains 88785 members 
Mstep: Class 23 contains 63696 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690400.000000 Penalty: 92242.843750
Iteration 224Q: 28 clusters Score -1.326904e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1485 members 
Mstep: Class 4 contains 30030 members 
Mstep: Class 5 contains 180667 members 
Mstep: Class 6 contains 132441 members 
Mstep: Class 7 contains 8229 members 
Mstep: Class 8 contains 31893 members 
Mstep: Class 9 contains 18135 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39438 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157433 members 
Mstep: Class 15 contains 27618 members 
Mstep: Class 16 contains 3152 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3853 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 166567 members 
Mstep: Class 22 contains 88790 members 
Mstep: Class 23 contains 63701 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690240.000000 Penalty: 92242.843750
Iteration 225Q: 28 clusters Score -1.326902e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1485 members 
Mstep: Class 4 contains 30031 members 
Mstep: Class 5 contains 180663 members 
Mstep: Class 6 contains 132443 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31895 members 
Mstep: Class 9 contains 18136 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39430 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157451 members 
Mstep: Class 15 contains 27626 members 
Mstep: Class 16 contains 3152 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3853 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 166532 members 
Mstep: Class 22 contains 88806 members 
Mstep: Class 23 contains 63699 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690296.000000 Penalty: 92242.843750
Iteration 226Q: 28 clusters Score -1.326903e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1485 members 
Mstep: Class 4 contains 30033 members 
Mstep: Class 5 contains 180665 members 
Mstep: Class 6 contains 132446 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31900 members 
Mstep: Class 9 contains 18136 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39424 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157451 members 
Mstep: Class 15 contains 27632 members 
Mstep: Class 16 contains 3152 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3853 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 166518 members 
Mstep: Class 22 contains 88808 members 
Mstep: Class 23 contains 63698 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690248.000000 Penalty: 92242.843750
Iteration 227Q: 28 clusters Score -1.326902e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1485 members 
Mstep: Class 4 contains 30038 members 
Mstep: Class 5 contains 180668 members 
Mstep: Class 6 contains 132447 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31901 members 
Mstep: Class 9 contains 18134 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39411 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157455 members 
Mstep: Class 15 contains 27639 members 
Mstep: Class 16 contains 3151 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3853 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 166503 members 
Mstep: Class 22 contains 88819 members 
Mstep: Class 23 contains 63697 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690304.000000 Penalty: 92242.843750
Iteration 228Q: 28 clusters Score -1.326903e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1485 members 
Mstep: Class 4 contains 30037 members 
Mstep: Class 5 contains 180671 members 
Mstep: Class 6 contains 132446 members 
Mstep: Class 7 contains 8232 members 
Mstep: Class 8 contains 31907 members 
Mstep: Class 9 contains 18133 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39407 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157451 members 
Mstep: Class 15 contains 27640 members 
Mstep: Class 16 contains 3151 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3853 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 166489 members 
Mstep: Class 22 contains 88834 members 
Mstep: Class 23 contains 63696 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690176.000000 Penalty: 92242.843750
Iteration 229Q: 28 clusters Score -1.326902e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1485 members 
Mstep: Class 4 contains 30039 members 
Mstep: Class 5 contains 180675 members 
Mstep: Class 6 contains 132449 members 
Mstep: Class 7 contains 8233 members 
Mstep: Class 8 contains 31910 members 
Mstep: Class 9 contains 18132 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39400 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157436 members 
Mstep: Class 15 contains 27648 members 
Mstep: Class 16 contains 3153 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3853 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 166476 members 
Mstep: Class 22 contains 88847 members 
Mstep: Class 23 contains 63696 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690248.000000 Penalty: 92242.843750
Iteration 230Q: 28 clusters Score -1.326902e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1485 members 
Mstep: Class 4 contains 30046 members 
Mstep: Class 5 contains 180680 members 
Mstep: Class 6 contains 132454 members 
Mstep: Class 7 contains 8233 members 
Mstep: Class 8 contains 31921 members 
Mstep: Class 9 contains 18131 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39393 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157415 members 
Mstep: Class 15 contains 27656 members 
Mstep: Class 16 contains 3152 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3853 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 166472 members 
Mstep: Class 22 contains 88847 members 
Mstep: Class 23 contains 63694 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690176.000000 Penalty: 92242.843750
Iteration 231Q: 28 clusters Score -1.326902e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1485 members 
Mstep: Class 4 contains 30048 members 
Mstep: Class 5 contains 180689 members 
Mstep: Class 6 contains 132462 members 
Mstep: Class 7 contains 8233 members 
Mstep: Class 8 contains 31926 members 
Mstep: Class 9 contains 18131 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39385 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157404 members 
Mstep: Class 15 contains 27656 members 
Mstep: Class 16 contains 3151 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3853 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 166472 members 
Mstep: Class 22 contains 88844 members 
Mstep: Class 23 contains 63693 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690040.000000 Penalty: 92242.843750
Iteration 232Q: 28 clusters Score -1.3269e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1484 members 
Mstep: Class 4 contains 30049 members 
Mstep: Class 5 contains 180696 members 
Mstep: Class 6 contains 132462 members 
Mstep: Class 7 contains 8232 members 
Mstep: Class 8 contains 31929 members 
Mstep: Class 9 contains 18130 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39379 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157395 members 
Mstep: Class 15 contains 27657 members 
Mstep: Class 16 contains 3151 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3853 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 166469 members 
Mstep: Class 22 contains 88852 members 
Mstep: Class 23 contains 63694 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690056.000000 Penalty: 92242.843750
Iteration 233Q: 28 clusters Score -1.326901e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1484 members 
Mstep: Class 4 contains 30053 members 
Mstep: Class 5 contains 180699 members 
Mstep: Class 6 contains 132461 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31935 members 
Mstep: Class 9 contains 18129 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39374 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157377 members 
Mstep: Class 15 contains 27665 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3853 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 166474 members 
Mstep: Class 22 contains 88853 members 
Mstep: Class 23 contains 63694 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690120.000000 Penalty: 92242.843750
Iteration 234Q: 28 clusters Score -1.326901e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1484 members 
Mstep: Class 4 contains 30063 members 
Mstep: Class 5 contains 180704 members 
Mstep: Class 6 contains 132458 members 
Mstep: Class 7 contains 8232 members 
Mstep: Class 8 contains 31948 members 
Mstep: Class 9 contains 18128 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39368 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157365 members 
Mstep: Class 15 contains 27669 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3853 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 166472 members 
Mstep: Class 22 contains 88844 members 
Mstep: Class 23 contains 63694 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690144.000000 Penalty: 92242.843750
Iteration 235Q: 28 clusters Score -1.326901e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1484 members 
Mstep: Class 4 contains 30066 members 
Mstep: Class 5 contains 180708 members 
Mstep: Class 6 contains 132459 members 
Mstep: Class 7 contains 8232 members 
Mstep: Class 8 contains 31955 members 
Mstep: Class 9 contains 18128 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39365 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157356 members 
Mstep: Class 15 contains 27669 members 
Mstep: Class 16 contains 3151 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3853 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 166470 members 
Mstep: Class 22 contains 88843 members 
Mstep: Class 23 contains 63693 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690072.000000 Penalty: 92242.843750
Iteration 236Q: 28 clusters Score -1.326901e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1484 members 
Mstep: Class 4 contains 30070 members 
Mstep: Class 5 contains 180712 members 
Mstep: Class 6 contains 132455 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31961 members 
Mstep: Class 9 contains 18130 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39360 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157357 members 
Mstep: Class 15 contains 27673 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 166465 members 
Mstep: Class 22 contains 88841 members 
Mstep: Class 23 contains 63690 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689944.000000 Penalty: 92242.843750
Iteration 237Q: 28 clusters Score -1.326899e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1484 members 
Mstep: Class 4 contains 30076 members 
Mstep: Class 5 contains 180719 members 
Mstep: Class 6 contains 132456 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31953 members 
Mstep: Class 9 contains 18131 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39356 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157359 members 
Mstep: Class 15 contains 27673 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 166466 members 
Mstep: Class 22 contains 88837 members 
Mstep: Class 23 contains 63688 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690040.000000 Penalty: 92242.843750
Iteration 238Q: 28 clusters Score -1.3269e+08 nChanged 109
Entering ConstructFrom: 
Score: -132690040.000000 Penalty: 92242.843750
Entering ConstructFrom: 
Trying to split cluster 1 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -75731.757812 Penalty: 1609.322754
	Iteration 0F: 2 clusters Score -75731.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -74201.820312 Penalty: 3218.645508
	Iteration 0F: 3 clusters Score -74201.82 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -74569.000000 Penalty: 3218.645508
	Iteration 1F: 3 clusters Score -74569 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -74818.460938 Penalty: 3218.645508
	Iteration 2F: 3 clusters Score -74818.46 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -75039.804688 Penalty: 3218.645508
	Iteration 3F: 3 clusters Score -75039.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -75275.328125 Penalty: 3218.645508
	Iteration 4F: 3 clusters Score -75275.33 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -75475.132812 Penalty: 3218.645508
	Iteration 5F: 3 clusters Score -75475.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -75548.812500 Penalty: 3218.645508
	Iteration 6Q: 3 clusters Score -75548.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -75601.000000 Penalty: 3218.645508
	Iteration 7Q: 3 clusters Score -75601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -75631.023438 Penalty: 3218.645508
	Iteration 8Q: 3 clusters Score -75631.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -75649.234375 Penalty: 3218.645508
	Iteration 9Q: 3 clusters Score -75649.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -75658.437500 Penalty: 3218.645508
	Iteration 10Q: 3 clusters Score -75658.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -75666.984375 Penalty: 3218.645508
	Iteration 11Q: 3 clusters Score -75666.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -75678.632812 Penalty: 3218.645508
	Iteration 12Q: 3 clusters Score -75678.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -75696.656250 Penalty: 3218.645508
	Iteration 13Q: 3 clusters Score -75696.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -75700.210938 Penalty: 3218.645508
	Iteration 14Q: 3 clusters Score -75700.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -75701.765625 Penalty: 3218.645508
	Iteration 15Q: 3 clusters Score -75701.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -75701.765625 Penalty: 3218.645508
	Iteration 16F: 3 clusters Score -75701.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -69633.234375 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -69633.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -68047.226562 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -68047.23 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -68394.273438 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -68394.27 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -68671.898438 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -68671.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -69030.187500 Penalty: 3193.125000
	Iteration 3F: 3 clusters Score -69030.19 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -69599.429688 Penalty: 3193.125000
	Iteration 4F: 3 clusters Score -69599.43 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -69781.640625 Penalty: 3193.125000
	Iteration 5F: 3 clusters Score -69781.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -69971.968750 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -69971.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -70078.093750 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -70078.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -70129.179688 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -70129.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -70146.851562 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -70146.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -70177.875000 Penalty: 3193.125000
	Iteration 10Q: 3 clusters Score -70177.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -70190.460938 Penalty: 3193.125000
	Iteration 11Q: 3 clusters Score -70190.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -70190.460938 Penalty: 3193.125000
	Iteration 12F: 3 clusters Score -70190.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 121 members 
Mstep: Class 3 contains 1484 members 
Mstep: Class 4 contains 30077 members 
Mstep: Class 5 contains 180720 members 
Mstep: Class 6 contains 132455 members 
Mstep: Class 7 contains 8233 members 
Mstep: Class 8 contains 31954 members 
Mstep: Class 9 contains 18131 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39354 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157345 members 
Mstep: Class 15 contains 27676 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 166470 members 
Mstep: Class 22 contains 88840 members 
Mstep: Class 23 contains 63690 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Mstep: Class 28 contains 504 members 
Entering Unmasked Estep 
Score: -132688912.000000 Penalty: 95659.250000
Splitting cluster 2 changes total score from -132690040.000000 to -132688912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Entering Unmasked Estep 
Score: -205814.171875 Penalty: 1811.019165
	Iteration 0F: 2 clusters Score -205814.2 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 746 members 
Entering Unmasked Estep 
Score: -203540.671875 Penalty: 3622.038330
	Iteration 0F: 3 clusters Score -203540.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -203866.656250 Penalty: 3622.038330
	Iteration 1F: 3 clusters Score -203866.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -203946.687500 Penalty: 3622.038330
	Iteration 2F: 3 clusters Score -203946.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -203995.140625 Penalty: 3622.038330
	Iteration 3Q: 3 clusters Score -203995.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -204016.437500 Penalty: 3622.038330
	Iteration 4Q: 3 clusters Score -204016.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -204033.656250 Penalty: 3622.038330
	Iteration 5Q: 3 clusters Score -204033.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -204048.000000 Penalty: 3622.038330
	Iteration 6Q: 3 clusters Score -204048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -204059.656250 Penalty: 3622.038330
	Iteration 7Q: 3 clusters Score -204059.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -204072.140625 Penalty: 3622.038330
	Iteration 8Q: 3 clusters Score -204072.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -204076.640625 Penalty: 3622.038330
	Iteration 9Q: 3 clusters Score -204076.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -204082.250000 Penalty: 3622.038330
	Iteration 10Q: 3 clusters Score -204082.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -204087.171875 Penalty: 3622.038330
	Iteration 11Q: 3 clusters Score -204087.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -204093.437500 Penalty: 3622.038330
	Iteration 12Q: 3 clusters Score -204093.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -204100.328125 Penalty: 3622.038330
	Iteration 13Q: 3 clusters Score -204100.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -204109.140625 Penalty: 3622.038330
	Iteration 14Q: 3 clusters Score -204109.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -204110.984375 Penalty: 3622.038330
	Iteration 15Q: 3 clusters Score -204111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -204110.984375 Penalty: 3622.038330
	Iteration 16F: 3 clusters Score -204111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Entering Unmasked Estep 
Score: -4267420.000000 Penalty: 2557.255859
	Iteration 0F: 2 clusters Score -4267420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -4246773.500000 Penalty: 5114.511719
	Iteration 0F: 3 clusters Score -4246774 nChanged 13620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -4254395.500000 Penalty: 5114.511719
	Iteration 1F: 3 clusters Score -4254396 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -4255140.000000 Penalty: 5114.511719
	Iteration 2F: 3 clusters Score -4255140 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -4256003.000000 Penalty: 5114.511719
	Iteration 3F: 3 clusters Score -4256003 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -4257120.500000 Penalty: 5114.511719
	Iteration 4F: 3 clusters Score -4257120 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -4258477.000000 Penalty: 5114.511719
	Iteration 5F: 3 clusters Score -4258477 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -4259934.000000 Penalty: 5114.511719
	Iteration 6F: 3 clusters Score -4259934 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -4261390.500000 Penalty: 5114.511719
	Iteration 7F: 3 clusters Score -4261390 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -4262639.500000 Penalty: 5114.511719
	Iteration 8F: 3 clusters Score -4262640 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -4263622.000000 Penalty: 5114.511719
	Iteration 9Q: 3 clusters Score -4263622 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -4264405.500000 Penalty: 5114.511719
	Iteration 10Q: 3 clusters Score -4264406 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -4264953.000000 Penalty: 5114.511719
	Iteration 11Q: 3 clusters Score -4264953 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -4265263.000000 Penalty: 5114.511719
	Iteration 12Q: 3 clusters Score -4265263 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -4265474.000000 Penalty: 5114.511719
	Iteration 13Q: 3 clusters Score -4265474 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -4265591.000000 Penalty: 5114.511719
	Iteration 14Q: 3 clusters Score -4265591 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -4265666.000000 Penalty: 5114.511719
	Iteration 15Q: 3 clusters Score -4265666 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -4265722.000000 Penalty: 5114.511719
	Iteration 16Q: 3 clusters Score -4265722 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -4265748.000000 Penalty: 5114.511719
	Iteration 17Q: 3 clusters Score -4265748 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -4265761.500000 Penalty: 5114.511719
	Iteration 18Q: 3 clusters Score -4265762 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -4265788.500000 Penalty: 5114.511719
	Iteration 19Q: 3 clusters Score -4265788 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -4265804.000000 Penalty: 5114.511719
	Iteration 20F: 3 clusters Score -4265804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -4265808.000000 Penalty: 5114.511719
	Iteration 21Q: 3 clusters Score -4265808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -4265824.500000 Penalty: 5114.511719
	Iteration 22Q: 3 clusters Score -4265824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -4265836.500000 Penalty: 5114.511719
	Iteration 23Q: 3 clusters Score -4265836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -4265835.500000 Penalty: 5114.511719
	Iteration 24Q: 3 clusters Score -4265836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -4265839.000000 Penalty: 5114.511719
	Iteration 25Q: 3 clusters Score -4265839 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -4265851.500000 Penalty: 5114.511719
	Iteration 26Q: 3 clusters Score -4265852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -4265844.000000 Penalty: 5114.511719
	Iteration 27Q: 3 clusters Score -4265844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -4265849.000000 Penalty: 5114.511719
	Iteration 28Q: 3 clusters Score -4265849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -4265850.500000 Penalty: 5114.511719
	Iteration 29Q: 3 clusters Score -4265850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -4265849.500000 Penalty: 5114.511719
	Iteration 30Q: 3 clusters Score -4265850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -4265850.000000 Penalty: 5114.511719
	Iteration 31Q: 3 clusters Score -4265850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -4265851.000000 Penalty: 5114.511719
	Iteration 32Q: 3 clusters Score -4265851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -4265851.500000 Penalty: 5114.511719
	Iteration 33Q: 3 clusters Score -4265852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -4265855.000000 Penalty: 5114.511719
	Iteration 34Q: 3 clusters Score -4265855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -4265853.500000 Penalty: 5114.511719
	Iteration 35Q: 3 clusters Score -4265854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -4265859.000000 Penalty: 5114.511719
	Iteration 36Q: 3 clusters Score -4265859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -4265859.500000 Penalty: 5114.511719
	Iteration 37Q: 3 clusters Score -4265860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -4265859.500000 Penalty: 5114.511719
	Iteration 38F: 3 clusters Score -4265860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (180720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180720 members 
Entering Unmasked Estep 
Score: -25451028.000000 Penalty: 3001.966553
	Iteration 0F: 2 clusters Score -2.545103e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89915 members 
Mstep: Class 2 contains 90805 members 
Entering Unmasked Estep 
Score: -25344518.000000 Penalty: 6003.933105
	Iteration 0F: 3 clusters Score -2.534452e+07 nChanged 86668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81409 members 
Mstep: Class 2 contains 99311 members 
Entering Unmasked Estep 
Score: -25395334.000000 Penalty: 6003.933105
	Iteration 1F: 3 clusters Score -2.539533e+07 nChanged 7199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76146 members 
Mstep: Class 2 contains 104574 members 
Entering Unmasked Estep 
Score: -25397618.000000 Penalty: 6003.933105
	Iteration 2Q: 3 clusters Score -2.539762e+07 nChanged 9443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68527 members 
Mstep: Class 2 contains 112193 members 
Entering Unmasked Estep 
Score: -25400998.000000 Penalty: 6003.933105
	Iteration 3F: 3 clusters Score -2.5401e+07 nChanged 11907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58402 members 
Mstep: Class 2 contains 122318 members 
Entering Unmasked Estep 
Score: -25406612.000000 Penalty: 6003.933105
	Iteration 4F: 3 clusters Score -2.540661e+07 nChanged 13472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46720 members 
Mstep: Class 2 contains 134000 members 
Entering Unmasked Estep 
Score: -25415010.000000 Penalty: 6003.933105
	Iteration 5F: 3 clusters Score -2.541501e+07 nChanged 12808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35800 members 
Mstep: Class 2 contains 144920 members 
Entering Unmasked Estep 
Score: -25424356.000000 Penalty: 6003.933105
	Iteration 6F: 3 clusters Score -2.542436e+07 nChanged 9953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 152625 members 
Entering Unmasked Estep 
Score: -25433474.000000 Penalty: 6003.933105
	Iteration 7F: 3 clusters Score -2.543347e+07 nChanged 7153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 156736 members 
Entering Unmasked Estep 
Score: -25440972.000000 Penalty: 6003.933105
	Iteration 8Q: 3 clusters Score -2.544097e+07 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 158832 members 
Entering Unmasked Estep 
Score: -25444718.000000 Penalty: 6003.933105
	Iteration 9Q: 3 clusters Score -2.544472e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 160458 members 
Entering Unmasked Estep 
Score: -25446806.000000 Penalty: 6003.933105
	Iteration 10Q: 3 clusters Score -2.544681e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 162044 members 
Entering Unmasked Estep 
Score: -25448140.000000 Penalty: 6003.933105
	Iteration 11Q: 3 clusters Score -2.544814e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 163759 members 
Entering Unmasked Estep 
Score: -25449350.000000 Penalty: 6003.933105
	Iteration 12Q: 3 clusters Score -2.544935e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 165481 members 
Entering Unmasked Estep 
Score: -25450472.000000 Penalty: 6003.933105
	Iteration 13Q: 3 clusters Score -2.545047e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 167245 members 
Entering Unmasked Estep 
Score: -25451590.000000 Penalty: 6003.933105
	Iteration 14Q: 3 clusters Score -2.545159e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 168933 members 
Entering Unmasked Estep 
Score: -25452388.000000 Penalty: 6003.933105
	Iteration 15Q: 3 clusters Score -2.545239e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 170606 members 
Entering Unmasked Estep 
Score: -25452470.000000 Penalty: 6003.933105
	Iteration 16Q: 3 clusters Score -2.545247e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 172202 members 
Entering Unmasked Estep 
Score: -25452476.000000 Penalty: 6003.933105
	Iteration 17Q: 3 clusters Score -2.545248e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 173570 members 
Entering Unmasked Estep 
Score: -25452574.000000 Penalty: 6003.933105
	Iteration 18Q: 3 clusters Score -2.545257e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 174644 members 
Entering Unmasked Estep 
Score: -25452502.000000 Penalty: 6003.933105
	Iteration 19Q: 3 clusters Score -2.54525e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 175558 members 
Entering Unmasked Estep 
Score: -25452320.000000 Penalty: 6003.933105
	Iteration 20F: 3 clusters Score -2.545232e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 176296 members 
Entering Unmasked Estep 
Score: -25452088.000000 Penalty: 6003.933105
	Iteration 21Q: 3 clusters Score -2.545209e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 176862 members 
Entering Unmasked Estep 
Score: -25452018.000000 Penalty: 6003.933105
	Iteration 22Q: 3 clusters Score -2.545202e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 177307 members 
Entering Unmasked Estep 
Score: -25451878.000000 Penalty: 6003.933105
	Iteration 23Q: 3 clusters Score -2.545188e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 177632 members 
Entering Unmasked Estep 
Score: -25451696.000000 Penalty: 6003.933105
	Iteration 24Q: 3 clusters Score -2.54517e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 177904 members 
Entering Unmasked Estep 
Score: -25451572.000000 Penalty: 6003.933105
	Iteration 25Q: 3 clusters Score -2.545157e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 178130 members 
Entering Unmasked Estep 
Score: -25451470.000000 Penalty: 6003.933105
	Iteration 26Q: 3 clusters Score -2.545147e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 178291 members 
Entering Unmasked Estep 
Score: -25451394.000000 Penalty: 6003.933105
	Iteration 27Q: 3 clusters Score -2.545139e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 178416 members 
Entering Unmasked Estep 
Score: -25451376.000000 Penalty: 6003.933105
	Iteration 28Q: 3 clusters Score -2.545138e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 178503 members 
Entering Unmasked Estep 
Score: -25451328.000000 Penalty: 6003.933105
	Iteration 29Q: 3 clusters Score -2.545133e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 178565 members 
Entering Unmasked Estep 
Score: -25451252.000000 Penalty: 6003.933105
	Iteration 30Q: 3 clusters Score -2.545125e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 178623 members 
Entering Unmasked Estep 
Score: -25451186.000000 Penalty: 6003.933105
	Iteration 31Q: 3 clusters Score -2.545119e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 178678 members 
Entering Unmasked Estep 
Score: -25451152.000000 Penalty: 6003.933105
	Iteration 32Q: 3 clusters Score -2.545115e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 178722 members 
Entering Unmasked Estep 
Score: -25451150.000000 Penalty: 6003.933105
	Iteration 33Q: 3 clusters Score -2.545115e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 178759 members 
Entering Unmasked Estep 
Score: -25451128.000000 Penalty: 6003.933105
	Iteration 34Q: 3 clusters Score -2.545113e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 178790 members 
Entering Unmasked Estep 
Score: -25451102.000000 Penalty: 6003.933105
	Iteration 35Q: 3 clusters Score -2.54511e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 178814 members 
Entering Unmasked Estep 
Score: -25451058.000000 Penalty: 6003.933105
	Iteration 36Q: 3 clusters Score -2.545106e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 178831 members 
Entering Unmasked Estep 
Score: -25451072.000000 Penalty: 6003.933105
	Iteration 37Q: 3 clusters Score -2.545107e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 178856 members 
Entering Unmasked Estep 
Score: -25451054.000000 Penalty: 6003.933105
	Iteration 38Q: 3 clusters Score -2.545105e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 178880 members 
Entering Unmasked Estep 
Score: -25451010.000000 Penalty: 6003.933105
	Iteration 39Q: 3 clusters Score -2.545101e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 178891 members 
Entering Unmasked Estep 
Score: -25450996.000000 Penalty: 6003.933105
	Iteration 40F: 3 clusters Score -2.5451e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 178909 members 
Entering Unmasked Estep 
Score: -25450974.000000 Penalty: 6003.933105
	Iteration 41Q: 3 clusters Score -2.545097e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 178924 members 
Entering Unmasked Estep 
Score: -25450976.000000 Penalty: 6003.933105
	Iteration 42Q: 3 clusters Score -2.545098e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 178938 members 
Entering Unmasked Estep 
Score: -25450970.000000 Penalty: 6003.933105
	Iteration 43Q: 3 clusters Score -2.545097e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 178946 members 
Entering Unmasked Estep 
Score: -25450954.000000 Penalty: 6003.933105
	Iteration 44Q: 3 clusters Score -2.545095e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 178951 members 
Entering Unmasked Estep 
Score: -25450942.000000 Penalty: 6003.933105
	Iteration 45Q: 3 clusters Score -2.545094e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 178959 members 
Entering Unmasked Estep 
Score: -25450922.000000 Penalty: 6003.933105
	Iteration 46Q: 3 clusters Score -2.545092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 178966 members 
Entering Unmasked Estep 
Score: -25450920.000000 Penalty: 6003.933105
	Iteration 47Q: 3 clusters Score -2.545092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 178969 members 
Entering Unmasked Estep 
Score: -25450936.000000 Penalty: 6003.933105
	Iteration 48Q: 3 clusters Score -2.545094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 178970 members 
Entering Unmasked Estep 
Score: -25450928.000000 Penalty: 6003.933105
	Iteration 49Q: 3 clusters Score -2.545093e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 178970 members 
Entering Unmasked Estep 
Score: -25450928.000000 Penalty: 6003.933105
	Iteration 50F: 3 clusters Score -2.545093e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (132455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132455 members 
Entering Unmasked Estep 
Score: -18752202.000000 Penalty: 2924.911621
	Iteration 0F: 2 clusters Score -1.87522e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66530 members 
Mstep: Class 2 contains 65925 members 
Entering Unmasked Estep 
Score: -18668488.000000 Penalty: 5849.823242
	Iteration 0F: 3 clusters Score -1.866849e+07 nChanged 62946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69688 members 
Mstep: Class 2 contains 62767 members 
Entering Unmasked Estep 
Score: -18704732.000000 Penalty: 5849.823242
	Iteration 1F: 3 clusters Score -1.870473e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71924 members 
Mstep: Class 2 contains 60531 members 
Entering Unmasked Estep 
Score: -18705894.000000 Penalty: 5849.823242
	Iteration 2Q: 3 clusters Score -1.870589e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75374 members 
Mstep: Class 2 contains 57081 members 
Entering Unmasked Estep 
Score: -18707494.000000 Penalty: 5849.823242
	Iteration 3Q: 3 clusters Score -1.870749e+07 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80732 members 
Mstep: Class 2 contains 51723 members 
Entering Unmasked Estep 
Score: -18710332.000000 Penalty: 5849.823242
	Iteration 4Q: 3 clusters Score -1.871033e+07 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88319 members 
Mstep: Class 2 contains 44136 members 
Entering Unmasked Estep 
Score: -18714980.000000 Penalty: 5849.823242
	Iteration 5F: 3 clusters Score -1.871498e+07 nChanged 9957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98138 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -18721810.000000 Penalty: 5849.823242
	Iteration 6F: 3 clusters Score -1.872181e+07 nChanged 11024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109096 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -18730142.000000 Penalty: 5849.823242
	Iteration 7F: 3 clusters Score -1.873014e+07 nChanged 9796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118864 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -18737792.000000 Penalty: 5849.823242
	Iteration 8F: 3 clusters Score -1.873779e+07 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125567 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -18743522.000000 Penalty: 5849.823242
	Iteration 9F: 3 clusters Score -1.874352e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129167 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -18746678.000000 Penalty: 5849.823242
	Iteration 10Q: 3 clusters Score -1.874668e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130814 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -18748176.000000 Penalty: 5849.823242
	Iteration 11Q: 3 clusters Score -1.874818e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131482 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -18748808.000000 Penalty: 5849.823242
	Iteration 12Q: 3 clusters Score -1.874881e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131779 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -18749180.000000 Penalty: 5849.823242
	Iteration 13Q: 3 clusters Score -1.874918e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131917 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -18749310.000000 Penalty: 5849.823242
	Iteration 14Q: 3 clusters Score -1.874931e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131963 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -18749392.000000 Penalty: 5849.823242
	Iteration 15Q: 3 clusters Score -1.874939e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131997 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -18749436.000000 Penalty: 5849.823242
	Iteration 16Q: 3 clusters Score -1.874944e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132023 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -18749456.000000 Penalty: 5849.823242
	Iteration 17Q: 3 clusters Score -1.874946e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132045 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -18749494.000000 Penalty: 5849.823242
	Iteration 18Q: 3 clusters Score -1.874949e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132063 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -18749500.000000 Penalty: 5849.823242
	Iteration 19Q: 3 clusters Score -1.87495e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132070 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -18749522.000000 Penalty: 5849.823242
	Iteration 20F: 3 clusters Score -1.874952e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132082 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -18749546.000000 Penalty: 5849.823242
	Iteration 21Q: 3 clusters Score -1.874955e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132086 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -18749546.000000 Penalty: 5849.823242
	Iteration 22Q: 3 clusters Score -1.874955e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132088 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -18749568.000000 Penalty: 5849.823242
	Iteration 23Q: 3 clusters Score -1.874957e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132087 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -18749576.000000 Penalty: 5849.823242
	Iteration 24Q: 3 clusters Score -1.874958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132087 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -18749576.000000 Penalty: 5849.823242
	Iteration 25F: 3 clusters Score -1.874958e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Entering Unmasked Estep 
Score: -1116656.000000 Penalty: 2235.944580
	Iteration 0F: 2 clusters Score -1116656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1110139.625000 Penalty: 4471.889160
	Iteration 0F: 3 clusters Score -1110140 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1111909.500000 Penalty: 4471.889160
	Iteration 1F: 3 clusters Score -1111910 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1112327.375000 Penalty: 4471.889160
	Iteration 2F: 3 clusters Score -1112327 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1112754.000000 Penalty: 4471.889160
	Iteration 3F: 3 clusters Score -1112754 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1113286.500000 Penalty: 4471.889160
	Iteration 4F: 3 clusters Score -1113286 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1113835.625000 Penalty: 4471.889160
	Iteration 5F: 3 clusters Score -1113836 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1114286.750000 Penalty: 4471.889160
	Iteration 6F: 3 clusters Score -1114287 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1114563.500000 Penalty: 4471.889160
	Iteration 7F: 3 clusters Score -1114564 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1114740.375000 Penalty: 4471.889160
	Iteration 8Q: 3 clusters Score -1114740 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1114836.500000 Penalty: 4471.889160
	Iteration 9Q: 3 clusters Score -1114836 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1114898.125000 Penalty: 4471.889160
	Iteration 10Q: 3 clusters Score -1114898 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1114945.000000 Penalty: 4471.889160
	Iteration 11Q: 3 clusters Score -1114945 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1114994.625000 Penalty: 4471.889160
	Iteration 12Q: 3 clusters Score -1114995 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1115029.125000 Penalty: 4471.889160
	Iteration 13Q: 3 clusters Score -1115029 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1115061.250000 Penalty: 4471.889160
	Iteration 14Q: 3 clusters Score -1115061 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1115086.625000 Penalty: 4471.889160
	Iteration 15Q: 3 clusters Score -1115087 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1115108.250000 Penalty: 4471.889160
	Iteration 16Q: 3 clusters Score -1115108 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1115129.875000 Penalty: 4471.889160
	Iteration 17Q: 3 clusters Score -1115130 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1115149.000000 Penalty: 4471.889160
	Iteration 18Q: 3 clusters Score -1115149 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1115166.375000 Penalty: 4471.889160
	Iteration 19Q: 3 clusters Score -1115166 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1115184.625000 Penalty: 4471.889160
	Iteration 20F: 3 clusters Score -1115185 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1115204.250000 Penalty: 4471.889160
	Iteration 21Q: 3 clusters Score -1115204 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1115235.375000 Penalty: 4471.889160
	Iteration 22Q: 3 clusters Score -1115235 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1115257.875000 Penalty: 4471.889160
	Iteration 23Q: 3 clusters Score -1115258 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1115283.000000 Penalty: 4471.889160
	Iteration 24Q: 3 clusters Score -1115283 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1115309.000000 Penalty: 4471.889160
	Iteration 25Q: 3 clusters Score -1115309 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1115336.375000 Penalty: 4471.889160
	Iteration 26Q: 3 clusters Score -1115336 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1115370.375000 Penalty: 4471.889160
	Iteration 27Q: 3 clusters Score -1115370 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1115416.250000 Penalty: 4471.889160
	Iteration 28Q: 3 clusters Score -1115416 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1115463.125000 Penalty: 4471.889160
	Iteration 29Q: 3 clusters Score -1115463 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1115514.125000 Penalty: 4471.889160
	Iteration 30Q: 3 clusters Score -1115514 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1115576.750000 Penalty: 4471.889160
	Iteration 31Q: 3 clusters Score -1115577 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1115666.875000 Penalty: 4471.889160
	Iteration 32Q: 3 clusters Score -1115667 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1115763.625000 Penalty: 4471.889160
	Iteration 33Q: 3 clusters Score -1115764 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1115877.125000 Penalty: 4471.889160
	Iteration 34Q: 3 clusters Score -1115877 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1116006.500000 Penalty: 4471.889160
	Iteration 35Q: 3 clusters Score -1116006 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1116101.125000 Penalty: 4471.889160
	Iteration 36Q: 3 clusters Score -1116101 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1116196.125000 Penalty: 4471.889160
	Iteration 37Q: 3 clusters Score -1116196 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1116291.250000 Penalty: 4471.889160
	Iteration 38Q: 3 clusters Score -1116291 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1116337.500000 Penalty: 4471.889160
	Iteration 39Q: 3 clusters Score -1116338 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1116364.875000 Penalty: 4471.889160
	Iteration 40F: 3 clusters Score -1116365 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1116378.125000 Penalty: 4471.889160
	Iteration 41Q: 3 clusters Score -1116378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1116384.500000 Penalty: 4471.889160
	Iteration 42Q: 3 clusters Score -1116384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1116385.875000 Penalty: 4471.889160
	Iteration 43Q: 3 clusters Score -1116386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1116385.750000 Penalty: 4471.889160
	Iteration 44Q: 3 clusters Score -1116386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1116387.500000 Penalty: 4471.889160
	Iteration 45Q: 3 clusters Score -1116388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1116386.750000 Penalty: 4471.889160
	Iteration 46Q: 3 clusters Score -1116387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1116387.625000 Penalty: 4471.889160
	Iteration 47Q: 3 clusters Score -1116388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1116388.750000 Penalty: 4471.889160
	Iteration 48Q: 3 clusters Score -1116389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1116388.125000 Penalty: 4471.889160
	Iteration 49Q: 3 clusters Score -1116388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1116388.125000 Penalty: 4471.889160
	Iteration 50F: 3 clusters Score -1116388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Entering Unmasked Estep 
Score: -4522726.500000 Penalty: 2572.269043
	Iteration 0F: 2 clusters Score -4522726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -4500969.500000 Penalty: 5144.538086
	Iteration 0F: 3 clusters Score -4500970 nChanged 14439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -4508810.500000 Penalty: 5144.538086
	Iteration 1F: 3 clusters Score -4508810 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -4509263.000000 Penalty: 5144.538086
	Iteration 2Q: 3 clusters Score -4509263 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -4509755.500000 Penalty: 5144.538086
	Iteration 3Q: 3 clusters Score -4509756 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -4510186.500000 Penalty: 5144.538086
	Iteration 4Q: 3 clusters Score -4510186 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -4510712.000000 Penalty: 5144.538086
	Iteration 5Q: 3 clusters Score -4510712 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -4511341.000000 Penalty: 5144.538086
	Iteration 6Q: 3 clusters Score -4511341 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -4512147.000000 Penalty: 5144.538086
	Iteration 7Q: 3 clusters Score -4512147 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -4513208.500000 Penalty: 5144.538086
	Iteration 8F: 3 clusters Score -4513208 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -4514503.500000 Penalty: 5144.538086
	Iteration 9F: 3 clusters Score -4514504 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -4515974.500000 Penalty: 5144.538086
	Iteration 10F: 3 clusters Score -4515974 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -4517424.000000 Penalty: 5144.538086
	Iteration 11F: 3 clusters Score -4517424 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -4518561.000000 Penalty: 5144.538086
	Iteration 12Q: 3 clusters Score -4518561 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -4519351.500000 Penalty: 5144.538086
	Iteration 13Q: 3 clusters Score -4519352 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
Score: -4519851.500000 Penalty: 5144.538086
	Iteration 14Q: 3 clusters Score -4519852 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -4520121.000000 Penalty: 5144.538086
	Iteration 15Q: 3 clusters Score -4520121 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -4520275.000000 Penalty: 5144.538086
	Iteration 16Q: 3 clusters Score -4520275 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -4520366.000000 Penalty: 5144.538086
	Iteration 17Q: 3 clusters Score -4520366 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -4520416.000000 Penalty: 5144.538086
	Iteration 18Q: 3 clusters Score -4520416 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -4520440.500000 Penalty: 5144.538086
	Iteration 19Q: 3 clusters Score -4520440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -4520457.000000 Penalty: 5144.538086
	Iteration 20F: 3 clusters Score -4520457 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -4520474.500000 Penalty: 5144.538086
	Iteration 21Q: 3 clusters Score -4520474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -4520504.500000 Penalty: 5144.538086
	Iteration 22Q: 3 clusters Score -4520504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -4520504.500000 Penalty: 5144.538086
	Iteration 23Q: 3 clusters Score -4520504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -4520519.000000 Penalty: 5144.538086
	Iteration 24Q: 3 clusters Score -4520519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -4520535.000000 Penalty: 5144.538086
	Iteration 25Q: 3 clusters Score -4520535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -4520539.000000 Penalty: 5144.538086
	Iteration 26Q: 3 clusters Score -4520539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -4520553.000000 Penalty: 5144.538086
	Iteration 27Q: 3 clusters Score -4520553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -4520566.000000 Penalty: 5144.538086
	Iteration 28Q: 3 clusters Score -4520566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -4520573.000000 Penalty: 5144.538086
	Iteration 29Q: 3 clusters Score -4520573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 31640 members 
Entering Unmasked Estep 
Score: -4520589.500000 Penalty: 5144.538086
	Iteration 30Q: 3 clusters Score -4520590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -4520598.500000 Penalty: 5144.538086
	Iteration 31Q: 3 clusters Score -4520598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -4520598.500000 Penalty: 5144.538086
	Iteration 32Q: 3 clusters Score -4520598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -4520598.500000 Penalty: 5144.538086
	Iteration 33F: 3 clusters Score -4520598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Entering Unmasked Estep 
Score: -2559752.250000 Penalty: 2431.733887
	Iteration 0F: 2 clusters Score -2559752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -2546926.500000 Penalty: 4863.467773
	Iteration 0F: 3 clusters Score -2546926 nChanged 7931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -2551239.750000 Penalty: 4863.467773
	Iteration 1F: 3 clusters Score -2551240 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -2551650.000000 Penalty: 4863.467773
	Iteration 2F: 3 clusters Score -2551650 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -2552007.250000 Penalty: 4863.467773
	Iteration 3Q: 3 clusters Score -2552007 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -2552366.250000 Penalty: 4863.467773
	Iteration 4Q: 3 clusters Score -2552366 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2552764.000000 Penalty: 4863.467773
	Iteration 5Q: 3 clusters Score -2552764 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -2553331.000000 Penalty: 4863.467773
	Iteration 6F: 3 clusters Score -2553331 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -2554080.250000 Penalty: 4863.467773
	Iteration 7F: 3 clusters Score -2554080 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -2554905.750000 Penalty: 4863.467773
	Iteration 8F: 3 clusters Score -2554906 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2555817.750000 Penalty: 4863.467773
	Iteration 9F: 3 clusters Score -2555818 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2556543.750000 Penalty: 4863.467773
	Iteration 10Q: 3 clusters Score -2556544 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2556994.750000 Penalty: 4863.467773
	Iteration 11Q: 3 clusters Score -2556995 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2557268.250000 Penalty: 4863.467773
	Iteration 12Q: 3 clusters Score -2557268 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2557412.250000 Penalty: 4863.467773
	Iteration 13Q: 3 clusters Score -2557412 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2557507.500000 Penalty: 4863.467773
	Iteration 14Q: 3 clusters Score -2557508 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2557571.000000 Penalty: 4863.467773
	Iteration 15Q: 3 clusters Score -2557571 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2557608.250000 Penalty: 4863.467773
	Iteration 16Q: 3 clusters Score -2557608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2557640.500000 Penalty: 4863.467773
	Iteration 17Q: 3 clusters Score -2557640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2557657.000000 Penalty: 4863.467773
	Iteration 18Q: 3 clusters Score -2557657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2557677.500000 Penalty: 4863.467773
	Iteration 19Q: 3 clusters Score -2557678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2557690.500000 Penalty: 4863.467773
	Iteration 20F: 3 clusters Score -2557690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2557693.750000 Penalty: 4863.467773
	Iteration 21Q: 3 clusters Score -2557694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2557697.750000 Penalty: 4863.467773
	Iteration 22Q: 3 clusters Score -2557698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2557697.000000 Penalty: 4863.467773
	Iteration 23Q: 3 clusters Score -2557697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2557699.250000 Penalty: 4863.467773
	Iteration 24Q: 3 clusters Score -2557699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2557699.250000 Penalty: 4863.467773
	Iteration 25F: 3 clusters Score -2557699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Entering Unmasked Estep 
Score: -77580.429688 Penalty: 1573.282349
	Iteration 0F: 2 clusters Score -77580.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -76000.828125 Penalty: 3146.564697
	Iteration 0F: 3 clusters Score -76000.83 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -76181.460938 Penalty: 3146.564697
	Iteration 1F: 3 clusters Score -76181.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -76231.304688 Penalty: 3146.564697
	Iteration 2Q: 3 clusters Score -76231.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -76246.078125 Penalty: 3146.564697
	Iteration 3Q: 3 clusters Score -76246.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -76257.085938 Penalty: 3146.564697
	Iteration 4Q: 3 clusters Score -76257.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -76259.765625 Penalty: 3146.564697
	Iteration 5Q: 3 clusters Score -76259.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -76259.765625 Penalty: 3146.564697
	Iteration 6F: 3 clusters Score -76259.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Entering Unmasked Estep 
Score: -5395191.500000 Penalty: 2623.927490
	Iteration 0F: 2 clusters Score -5395192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -5368545.000000 Penalty: 5247.854980
	Iteration 0F: 3 clusters Score -5368545 nChanged 18181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -5378672.000000 Penalty: 5247.854980
	Iteration 1F: 3 clusters Score -5378672 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -5379270.500000 Penalty: 5247.854980
	Iteration 2Q: 3 clusters Score -5379270 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -5379981.000000 Penalty: 5247.854980
	Iteration 3Q: 3 clusters Score -5379981 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -5380941.000000 Penalty: 5247.854980
	Iteration 4F: 3 clusters Score -5380941 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -5382485.500000 Penalty: 5247.854980
	Iteration 5F: 3 clusters Score -5382486 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -5384584.500000 Penalty: 5247.854980
	Iteration 6F: 3 clusters Score -5384584 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -5387259.500000 Penalty: 5247.854980
	Iteration 7F: 3 clusters Score -5387260 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -5389753.000000 Penalty: 5247.854980
	Iteration 8F: 3 clusters Score -5389753 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -5391458.000000 Penalty: 5247.854980
	Iteration 9Q: 3 clusters Score -5391458 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5392291.500000 Penalty: 5247.854980
	Iteration 10Q: 3 clusters Score -5392292 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -5392619.000000 Penalty: 5247.854980
	Iteration 11Q: 3 clusters Score -5392619 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5392748.500000 Penalty: 5247.854980
	Iteration 12Q: 3 clusters Score -5392748 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5392797.000000 Penalty: 5247.854980
	Iteration 13Q: 3 clusters Score -5392797 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39124 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5392831.000000 Penalty: 5247.854980
	Iteration 14Q: 3 clusters Score -5392831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5392844.500000 Penalty: 5247.854980
	Iteration 15Q: 3 clusters Score -5392844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5392845.500000 Penalty: 5247.854980
	Iteration 16Q: 3 clusters Score -5392846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5392845.500000 Penalty: 5247.854980
	Iteration 17F: 3 clusters Score -5392846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Entering Unmasked Estep 
Score: -106969.367188 Penalty: 1650.229736
	Iteration 0F: 2 clusters Score -106969.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -105214.125000 Penalty: 3300.459473
	Iteration 0F: 3 clusters Score -105214.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -105449.812500 Penalty: 3300.459473
	Iteration 1F: 3 clusters Score -105449.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -105503.976562 Penalty: 3300.459473
	Iteration 2Q: 3 clusters Score -105504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -105539.281250 Penalty: 3300.459473
	Iteration 3Q: 3 clusters Score -105539.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -105562.890625 Penalty: 3300.459473
	Iteration 4Q: 3 clusters Score -105562.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -105577.609375 Penalty: 3300.459473
	Iteration 5Q: 3 clusters Score -105577.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -105590.031250 Penalty: 3300.459473
	Iteration 6Q: 3 clusters Score -105590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -105595.085938 Penalty: 3300.459473
	Iteration 7Q: 3 clusters Score -105595.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -105597.695312 Penalty: 3300.459473
	Iteration 8Q: 3 clusters Score -105597.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -105598.468750 Penalty: 3300.459473
	Iteration 9Q: 3 clusters Score -105598.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -105599.179688 Penalty: 3300.459473
	Iteration 10Q: 3 clusters Score -105599.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -105599.179688 Penalty: 3300.459473
	Iteration 11F: 3 clusters Score -105599.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -83711.242188 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -83711.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -82100.390625 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -82100.39 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -82355.492188 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -82355.49 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -82454.109375 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -82454.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -82493.007812 Penalty: 3193.125000
	Iteration 3Q: 3 clusters Score -82493.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -82506.890625 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -82506.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -82516.421875 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -82516.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -82519.695312 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -82519.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -82524.507812 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -82524.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -82529.125000 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -82529.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -82534.406250 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -82534.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -82535.429688 Penalty: 3193.125000
	Iteration 10Q: 3 clusters Score -82535.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -82535.429688 Penalty: 3193.125000
	Iteration 11F: 3 clusters Score -82535.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (157345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157345 members 
Entering Unmasked Estep 
Score: -21975836.000000 Penalty: 2967.616699
	Iteration 0F: 2 clusters Score -2.197584e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78745 members 
Mstep: Class 2 contains 78600 members 
Entering Unmasked Estep 
Score: -21872614.000000 Penalty: 5935.233398
	Iteration 0F: 3 clusters Score -2.187261e+07 nChanged 75461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82492 members 
Mstep: Class 2 contains 74853 members 
Entering Unmasked Estep 
Score: -21917202.000000 Penalty: 5935.233398
	Iteration 1F: 3 clusters Score -2.19172e+07 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84493 members 
Mstep: Class 2 contains 72852 members 
Entering Unmasked Estep 
Score: -21919142.000000 Penalty: 5935.233398
	Iteration 2Q: 3 clusters Score -2.191914e+07 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87410 members 
Mstep: Class 2 contains 69935 members 
Entering Unmasked Estep 
Score: -21922398.000000 Penalty: 5935.233398
	Iteration 3Q: 3 clusters Score -2.19224e+07 nChanged 8370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91564 members 
Mstep: Class 2 contains 65781 members 
Entering Unmasked Estep 
Score: -21926704.000000 Penalty: 5935.233398
	Iteration 4F: 3 clusters Score -2.19267e+07 nChanged 9897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97263 members 
Mstep: Class 2 contains 60082 members 
Entering Unmasked Estep 
Score: -21933102.000000 Penalty: 5935.233398
	Iteration 5F: 3 clusters Score -2.19331e+07 nChanged 10891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104200 members 
Mstep: Class 2 contains 53145 members 
Entering Unmasked Estep 
Score: -21940900.000000 Penalty: 5935.233398
	Iteration 6F: 3 clusters Score -2.19409e+07 nChanged 10710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111510 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
Score: -21949192.000000 Penalty: 5935.233398
	Iteration 7F: 3 clusters Score -2.194919e+07 nChanged 9198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117848 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -21956574.000000 Penalty: 5935.233398
	Iteration 8F: 3 clusters Score -2.195657e+07 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122519 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -21961804.000000 Penalty: 5935.233398
	Iteration 9Q: 3 clusters Score -2.19618e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126025 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -21964570.000000 Penalty: 5935.233398
	Iteration 10Q: 3 clusters Score -2.196457e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129174 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -21966256.000000 Penalty: 5935.233398
	Iteration 11Q: 3 clusters Score -2.196626e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132079 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -21967682.000000 Penalty: 5935.233398
	Iteration 12Q: 3 clusters Score -2.196768e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134756 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -21968762.000000 Penalty: 5935.233398
	Iteration 13Q: 3 clusters Score -2.196876e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137275 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -21969638.000000 Penalty: 5935.233398
	Iteration 14Q: 3 clusters Score -2.196964e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139549 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -21970402.000000 Penalty: 5935.233398
	Iteration 15Q: 3 clusters Score -2.19704e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141562 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -21971216.000000 Penalty: 5935.233398
	Iteration 16Q: 3 clusters Score -2.197122e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143363 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -21971892.000000 Penalty: 5935.233398
	Iteration 17Q: 3 clusters Score -2.197189e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144934 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -21972356.000000 Penalty: 5935.233398
	Iteration 18Q: 3 clusters Score -2.197236e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146268 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -21972684.000000 Penalty: 5935.233398
	Iteration 19Q: 3 clusters Score -2.197268e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147436 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -21973050.000000 Penalty: 5935.233398
	Iteration 20F: 3 clusters Score -2.197305e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148442 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -21973326.000000 Penalty: 5935.233398
	Iteration 21Q: 3 clusters Score -2.197333e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149302 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -21973530.000000 Penalty: 5935.233398
	Iteration 22Q: 3 clusters Score -2.197353e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150038 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -21973614.000000 Penalty: 5935.233398
	Iteration 23Q: 3 clusters Score -2.197361e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150679 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -21973680.000000 Penalty: 5935.233398
	Iteration 24Q: 3 clusters Score -2.197368e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151240 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -21973818.000000 Penalty: 5935.233398
	Iteration 25Q: 3 clusters Score -2.197382e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151761 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -21973864.000000 Penalty: 5935.233398
	Iteration 26Q: 3 clusters Score -2.197386e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152195 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -21973954.000000 Penalty: 5935.233398
	Iteration 27Q: 3 clusters Score -2.197395e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152553 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -21973998.000000 Penalty: 5935.233398
	Iteration 28Q: 3 clusters Score -2.1974e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152880 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -21974008.000000 Penalty: 5935.233398
	Iteration 29Q: 3 clusters Score -2.197401e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153147 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -21974036.000000 Penalty: 5935.233398
	Iteration 30Q: 3 clusters Score -2.197404e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153390 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -21974070.000000 Penalty: 5935.233398
	Iteration 31Q: 3 clusters Score -2.197407e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153608 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -21974080.000000 Penalty: 5935.233398
	Iteration 32Q: 3 clusters Score -2.197408e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153778 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -21974136.000000 Penalty: 5935.233398
	Iteration 33Q: 3 clusters Score -2.197414e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153919 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -21974154.000000 Penalty: 5935.233398
	Iteration 34Q: 3 clusters Score -2.197415e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154046 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -21974134.000000 Penalty: 5935.233398
	Iteration 35Q: 3 clusters Score -2.197413e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154165 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -21974170.000000 Penalty: 5935.233398
	Iteration 36Q: 3 clusters Score -2.197417e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154250 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -21974208.000000 Penalty: 5935.233398
	Iteration 37Q: 3 clusters Score -2.197421e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154330 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -21974190.000000 Penalty: 5935.233398
	Iteration 38Q: 3 clusters Score -2.197419e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154410 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -21974196.000000 Penalty: 5935.233398
	Iteration 39Q: 3 clusters Score -2.19742e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154485 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -21974244.000000 Penalty: 5935.233398
	Iteration 40F: 3 clusters Score -2.197424e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154550 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -21974184.000000 Penalty: 5935.233398
	Iteration 41Q: 3 clusters Score -2.197418e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154604 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -21974194.000000 Penalty: 5935.233398
	Iteration 42Q: 3 clusters Score -2.197419e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154643 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -21974216.000000 Penalty: 5935.233398
	Iteration 43Q: 3 clusters Score -2.197422e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154677 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -21974186.000000 Penalty: 5935.233398
	Iteration 44Q: 3 clusters Score -2.197419e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154712 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -21974208.000000 Penalty: 5935.233398
	Iteration 45Q: 3 clusters Score -2.197421e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154742 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -21974202.000000 Penalty: 5935.233398
	Iteration 46Q: 3 clusters Score -2.19742e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154775 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -21974204.000000 Penalty: 5935.233398
	Iteration 47Q: 3 clusters Score -2.19742e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154808 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -21974236.000000 Penalty: 5935.233398
	Iteration 48Q: 3 clusters Score -2.197424e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154838 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -21974204.000000 Penalty: 5935.233398
	Iteration 49Q: 3 clusters Score -2.19742e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154872 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -21974208.000000 Penalty: 5935.233398
	Iteration 50Q: 3 clusters Score -2.197421e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154900 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -21974224.000000 Penalty: 5935.233398
	Iteration 51Q: 3 clusters Score -2.197422e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154929 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -21974230.000000 Penalty: 5935.233398
	Iteration 52Q: 3 clusters Score -2.197423e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154964 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -21974238.000000 Penalty: 5935.233398
	Iteration 53Q: 3 clusters Score -2.197424e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155003 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -21974224.000000 Penalty: 5935.233398
	Iteration 54Q: 3 clusters Score -2.197422e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155033 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -21974190.000000 Penalty: 5935.233398
	Iteration 55Q: 3 clusters Score -2.197419e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155062 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -21974186.000000 Penalty: 5935.233398
	Iteration 56Q: 3 clusters Score -2.197419e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155090 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -21974206.000000 Penalty: 5935.233398
	Iteration 57Q: 3 clusters Score -2.197421e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155117 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -21974170.000000 Penalty: 5935.233398
	Iteration 58Q: 3 clusters Score -2.197417e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155137 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -21974182.000000 Penalty: 5935.233398
	Iteration 59Q: 3 clusters Score -2.197418e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155151 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -21974170.000000 Penalty: 5935.233398
	Iteration 60F: 3 clusters Score -2.197417e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155162 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -21974174.000000 Penalty: 5935.233398
	Iteration 61Q: 3 clusters Score -2.197417e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155170 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -21974170.000000 Penalty: 5935.233398
	Iteration 62Q: 3 clusters Score -2.197417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155176 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -21974166.000000 Penalty: 5935.233398
	Iteration 63Q: 3 clusters Score -2.197417e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155185 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -21974168.000000 Penalty: 5935.233398
	Iteration 64Q: 3 clusters Score -2.197417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155189 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -21974172.000000 Penalty: 5935.233398
	Iteration 65Q: 3 clusters Score -2.197417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155191 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -21974174.000000 Penalty: 5935.233398
	Iteration 66Q: 3 clusters Score -2.197417e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155191 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -21974174.000000 Penalty: 5935.233398
	Iteration 67F: 3 clusters Score -2.197417e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Entering Unmasked Estep 
Score: -3936588.000000 Penalty: 2536.623535
	Iteration 0F: 2 clusters Score -3936588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -3917610.000000 Penalty: 5073.247070
	Iteration 0F: 3 clusters Score -3917610 nChanged 12429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -3924139.250000 Penalty: 5073.247070
	Iteration 1F: 3 clusters Score -3924139 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -3924522.750000 Penalty: 5073.247070
	Iteration 2Q: 3 clusters Score -3924523 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -3924842.000000 Penalty: 5073.247070
	Iteration 3Q: 3 clusters Score -3924842 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -3925106.250000 Penalty: 5073.247070
	Iteration 4Q: 3 clusters Score -3925106 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -3925332.250000 Penalty: 5073.247070
	Iteration 5Q: 3 clusters Score -3925332 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -3925561.500000 Penalty: 5073.247070
	Iteration 6Q: 3 clusters Score -3925562 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -3925810.500000 Penalty: 5073.247070
	Iteration 7Q: 3 clusters Score -3925810 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -3926118.250000 Penalty: 5073.247070
	Iteration 8Q: 3 clusters Score -3926118 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -3926527.500000 Penalty: 5073.247070
	Iteration 9Q: 3 clusters Score -3926528 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -3927121.250000 Penalty: 5073.247070
	Iteration 10Q: 3 clusters Score -3927121 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -3927973.500000 Penalty: 5073.247070
	Iteration 11Q: 3 clusters Score -3927974 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -3929150.500000 Penalty: 5073.247070
	Iteration 12F: 3 clusters Score -3929150 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -3930471.750000 Penalty: 5073.247070
	Iteration 13F: 3 clusters Score -3930472 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -3931707.750000 Penalty: 5073.247070
	Iteration 14F: 3 clusters Score -3931708 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -3932656.000000 Penalty: 5073.247070
	Iteration 15Q: 3 clusters Score -3932656 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -3933324.250000 Penalty: 5073.247070
	Iteration 16Q: 3 clusters Score -3933324 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -3933715.000000 Penalty: 5073.247070
	Iteration 17Q: 3 clusters Score -3933715 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -3933968.250000 Penalty: 5073.247070
	Iteration 18Q: 3 clusters Score -3933968 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -3934140.000000 Penalty: 5073.247070
	Iteration 19Q: 3 clusters Score -3934140 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -3934221.250000 Penalty: 5073.247070
	Iteration 20F: 3 clusters Score -3934221 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -3934288.500000 Penalty: 5073.247070
	Iteration 21Q: 3 clusters Score -3934288 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -3934334.250000 Penalty: 5073.247070
	Iteration 22Q: 3 clusters Score -3934334 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -3934368.250000 Penalty: 5073.247070
	Iteration 23Q: 3 clusters Score -3934368 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -3934397.000000 Penalty: 5073.247070
	Iteration 24Q: 3 clusters Score -3934397 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -3934413.750000 Penalty: 5073.247070
	Iteration 25Q: 3 clusters Score -3934414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -3934422.500000 Penalty: 5073.247070
	Iteration 26Q: 3 clusters Score -3934422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -3934424.750000 Penalty: 5073.247070
	Iteration 27Q: 3 clusters Score -3934425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -3934433.000000 Penalty: 5073.247070
	Iteration 28Q: 3 clusters Score -3934433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -3934437.250000 Penalty: 5073.247070
	Iteration 29Q: 3 clusters Score -3934437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -3934441.250000 Penalty: 5073.247070
	Iteration 30Q: 3 clusters Score -3934441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -3934447.750000 Penalty: 5073.247070
	Iteration 31Q: 3 clusters Score -3934448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -3934451.750000 Penalty: 5073.247070
	Iteration 32Q: 3 clusters Score -3934452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -3934452.000000 Penalty: 5073.247070
	Iteration 33Q: 3 clusters Score -3934452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -3934452.750000 Penalty: 5073.247070
	Iteration 34Q: 3 clusters Score -3934453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -3934456.250000 Penalty: 5073.247070
	Iteration 35Q: 3 clusters Score -3934456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -3934456.250000 Penalty: 5073.247070
	Iteration 36F: 3 clusters Score -3934456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Entering Unmasked Estep 
Score: -420653.687500 Penalty: 1997.600342
	Iteration 0F: 2 clusters Score -420653.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -417290.312500 Penalty: 3995.200684
	Iteration 0F: 3 clusters Score -417290.3 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -417995.500000 Penalty: 3995.200684
	Iteration 1F: 3 clusters Score -417995.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -418159.375000 Penalty: 3995.200684
	Iteration 2F: 3 clusters Score -418159.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -418289.093750 Penalty: 3995.200684
	Iteration 3Q: 3 clusters Score -418289.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -418391.250000 Penalty: 3995.200684
	Iteration 4Q: 3 clusters Score -418391.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -418508.625000 Penalty: 3995.200684
	Iteration 5Q: 3 clusters Score -418508.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -418642.062500 Penalty: 3995.200684
	Iteration 6Q: 3 clusters Score -418642.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -418790.281250 Penalty: 3995.200684
	Iteration 7Q: 3 clusters Score -418790.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -418931.625000 Penalty: 3995.200684
	Iteration 8Q: 3 clusters Score -418931.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -419046.656250 Penalty: 3995.200684
	Iteration 9Q: 3 clusters Score -419046.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -419137.250000 Penalty: 3995.200684
	Iteration 10Q: 3 clusters Score -419137.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -419236.812500 Penalty: 3995.200684
	Iteration 11Q: 3 clusters Score -419236.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -419341.718750 Penalty: 3995.200684
	Iteration 12Q: 3 clusters Score -419341.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -419441.656250 Penalty: 3995.200684
	Iteration 13Q: 3 clusters Score -419441.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -419515.687500 Penalty: 3995.200684
	Iteration 14Q: 3 clusters Score -419515.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -419582.156250 Penalty: 3995.200684
	Iteration 15Q: 3 clusters Score -419582.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -419640.937500 Penalty: 3995.200684
	Iteration 16Q: 3 clusters Score -419640.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -419705.843750 Penalty: 3995.200684
	Iteration 17Q: 3 clusters Score -419705.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -419760.000000 Penalty: 3995.200684
	Iteration 18Q: 3 clusters Score -419760 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -419811.406250 Penalty: 3995.200684
	Iteration 19Q: 3 clusters Score -419811.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -419856.937500 Penalty: 3995.200684
	Iteration 20F: 3 clusters Score -419856.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -419895.593750 Penalty: 3995.200684
	Iteration 21Q: 3 clusters Score -419895.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -419928.250000 Penalty: 3995.200684
	Iteration 22Q: 3 clusters Score -419928.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -419958.500000 Penalty: 3995.200684
	Iteration 23Q: 3 clusters Score -419958.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -419976.750000 Penalty: 3995.200684
	Iteration 24Q: 3 clusters Score -419976.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -419991.187500 Penalty: 3995.200684
	Iteration 25Q: 3 clusters Score -419991.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -419999.000000 Penalty: 3995.200684
	Iteration 26Q: 3 clusters Score -419999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -420007.906250 Penalty: 3995.200684
	Iteration 27Q: 3 clusters Score -420007.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -420016.875000 Penalty: 3995.200684
	Iteration 28Q: 3 clusters Score -420016.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -420023.156250 Penalty: 3995.200684
	Iteration 29Q: 3 clusters Score -420023.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -420029.281250 Penalty: 3995.200684
	Iteration 30Q: 3 clusters Score -420029.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -420035.406250 Penalty: 3995.200684
	Iteration 31Q: 3 clusters Score -420035.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -420042.531250 Penalty: 3995.200684
	Iteration 32Q: 3 clusters Score -420042.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -420051.125000 Penalty: 3995.200684
	Iteration 33Q: 3 clusters Score -420051.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -420057.500000 Penalty: 3995.200684
	Iteration 34Q: 3 clusters Score -420057.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -420060.125000 Penalty: 3995.200684
	Iteration 35Q: 3 clusters Score -420060.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -420064.593750 Penalty: 3995.200684
	Iteration 36Q: 3 clusters Score -420064.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -420066.437500 Penalty: 3995.200684
	Iteration 37Q: 3 clusters Score -420066.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -420068.968750 Penalty: 3995.200684
	Iteration 38Q: 3 clusters Score -420069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -420072.218750 Penalty: 3995.200684
	Iteration 39Q: 3 clusters Score -420072.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -420073.406250 Penalty: 3995.200684
	Iteration 40F: 3 clusters Score -420073.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -420074.718750 Penalty: 3995.200684
	Iteration 41Q: 3 clusters Score -420074.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -420075.812500 Penalty: 3995.200684
	Iteration 42Q: 3 clusters Score -420075.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -420075.812500 Penalty: 3995.200684
	Iteration 43F: 3 clusters Score -420075.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -20851.794922 Penalty: 1315.219604
	Iteration 0F: 2 clusters Score -20851.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -19927.142578 Penalty: 2630.439209
	Iteration 0F: 3 clusters Score -19927.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -20174.902344 Penalty: 2630.439209
	Iteration 1F: 3 clusters Score -20174.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -20306.205078 Penalty: 2630.439209
	Iteration 2Q: 3 clusters Score -20306.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -20334.671875 Penalty: 2630.439209
	Iteration 3Q: 3 clusters Score -20334.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -20355.234375 Penalty: 2630.439209
	Iteration 4Q: 3 clusters Score -20355.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -20364.007812 Penalty: 2630.439209
	Iteration 5Q: 3 clusters Score -20364.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -20383.638672 Penalty: 2630.439209
	Iteration 6Q: 3 clusters Score -20383.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -20395.263672 Penalty: 2630.439209
	Iteration 7Q: 3 clusters Score -20395.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -20395.830078 Penalty: 2630.439209
	Iteration 8F: 3 clusters Score -20395.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -20411.833984 Penalty: 2630.439209
	Iteration 9Q: 3 clusters Score -20411.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -20411.833984 Penalty: 2630.439209
	Iteration 10F: 3 clusters Score -20411.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -52986.144531 Penalty: 1499.748291
	Iteration 0F: 2 clusters Score -52986.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -51610.175781 Penalty: 2999.496582
	Iteration 0F: 3 clusters Score -51610.18 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -51790.941406 Penalty: 2999.496582
	Iteration 1F: 3 clusters Score -51790.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -51855.679688 Penalty: 2999.496582
	Iteration 2Q: 3 clusters Score -51855.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -51882.722656 Penalty: 2999.496582
	Iteration 3Q: 3 clusters Score -51882.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -51922.175781 Penalty: 2999.496582
	Iteration 4Q: 3 clusters Score -51922.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -51934.496094 Penalty: 2999.496582
	Iteration 5Q: 3 clusters Score -51934.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -51941.875000 Penalty: 2999.496582
	Iteration 6Q: 3 clusters Score -51941.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -51950.445312 Penalty: 2999.496582
	Iteration 7Q: 3 clusters Score -51950.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -51956.375000 Penalty: 2999.496582
	Iteration 8Q: 3 clusters Score -51956.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -51957.312500 Penalty: 2999.496582
	Iteration 9Q: 3 clusters Score -51957.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -51957.312500 Penalty: 2999.496582
	Iteration 10F: 3 clusters Score -51957.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Entering Unmasked Estep 
Score: -531353.625000 Penalty: 2047.702881
	Iteration 0F: 2 clusters Score -531353.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -527582.437500 Penalty: 4095.405762
	Iteration 0F: 3 clusters Score -527582.4 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -528460.000000 Penalty: 4095.405762
	Iteration 1F: 3 clusters Score -528460 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -528697.562500 Penalty: 4095.405762
	Iteration 2F: 3 clusters Score -528697.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -528828.312500 Penalty: 4095.405762
	Iteration 3F: 3 clusters Score -528828.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -528935.625000 Penalty: 4095.405762
	Iteration 4Q: 3 clusters Score -528935.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -529039.937500 Penalty: 4095.405762
	Iteration 5Q: 3 clusters Score -529039.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -529134.125000 Penalty: 4095.405762
	Iteration 6Q: 3 clusters Score -529134.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -529196.937500 Penalty: 4095.405762
	Iteration 7Q: 3 clusters Score -529196.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -529250.187500 Penalty: 4095.405762
	Iteration 8Q: 3 clusters Score -529250.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -529299.687500 Penalty: 4095.405762
	Iteration 9Q: 3 clusters Score -529299.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -529341.750000 Penalty: 4095.405762
	Iteration 10Q: 3 clusters Score -529341.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -529378.750000 Penalty: 4095.405762
	Iteration 11Q: 3 clusters Score -529378.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -529411.125000 Penalty: 4095.405762
	Iteration 12Q: 3 clusters Score -529411.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -529438.562500 Penalty: 4095.405762
	Iteration 13Q: 3 clusters Score -529438.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -529465.250000 Penalty: 4095.405762
	Iteration 14Q: 3 clusters Score -529465.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -529482.562500 Penalty: 4095.405762
	Iteration 15Q: 3 clusters Score -529482.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -529500.000000 Penalty: 4095.405762
	Iteration 16Q: 3 clusters Score -529500 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -529519.000000 Penalty: 4095.405762
	Iteration 17Q: 3 clusters Score -529519 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -529534.125000 Penalty: 4095.405762
	Iteration 18Q: 3 clusters Score -529534.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -529546.187500 Penalty: 4095.405762
	Iteration 19Q: 3 clusters Score -529546.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -529554.000000 Penalty: 4095.405762
	Iteration 20F: 3 clusters Score -529554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -529559.375000 Penalty: 4095.405762
	Iteration 21Q: 3 clusters Score -529559.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -529564.937500 Penalty: 4095.405762
	Iteration 22Q: 3 clusters Score -529564.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -529575.375000 Penalty: 4095.405762
	Iteration 23Q: 3 clusters Score -529575.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -529585.437500 Penalty: 4095.405762
	Iteration 24Q: 3 clusters Score -529585.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -529598.000000 Penalty: 4095.405762
	Iteration 25Q: 3 clusters Score -529598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -529612.687500 Penalty: 4095.405762
	Iteration 26Q: 3 clusters Score -529612.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -529622.625000 Penalty: 4095.405762
	Iteration 27Q: 3 clusters Score -529622.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -529631.500000 Penalty: 4095.405762
	Iteration 28Q: 3 clusters Score -529631.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -529640.562500 Penalty: 4095.405762
	Iteration 29Q: 3 clusters Score -529640.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -529648.437500 Penalty: 4095.405762
	Iteration 30Q: 3 clusters Score -529648.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -529651.000000 Penalty: 4095.405762
	Iteration 31Q: 3 clusters Score -529651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -529653.750000 Penalty: 4095.405762
	Iteration 32Q: 3 clusters Score -529653.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -529654.125000 Penalty: 4095.405762
	Iteration 33Q: 3 clusters Score -529654.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -529656.437500 Penalty: 4095.405762
	Iteration 34Q: 3 clusters Score -529656.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -529656.687500 Penalty: 4095.405762
	Iteration 35Q: 3 clusters Score -529656.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -529659.875000 Penalty: 4095.405762
	Iteration 36Q: 3 clusters Score -529659.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -529662.312500 Penalty: 4095.405762
	Iteration 37Q: 3 clusters Score -529662.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -529664.187500 Penalty: 4095.405762
	Iteration 38Q: 3 clusters Score -529664.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -529668.250000 Penalty: 4095.405762
	Iteration 39Q: 3 clusters Score -529668.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -529671.187500 Penalty: 4095.405762
	Iteration 40F: 3 clusters Score -529671.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -529672.437500 Penalty: 4095.405762
	Iteration 41Q: 3 clusters Score -529672.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -529673.375000 Penalty: 4095.405762
	Iteration 42Q: 3 clusters Score -529673.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -529674.687500 Penalty: 4095.405762
	Iteration 43Q: 3 clusters Score -529674.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -529677.187500 Penalty: 4095.405762
	Iteration 44Q: 3 clusters Score -529677.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -529678.375000 Penalty: 4095.405762
	Iteration 45Q: 3 clusters Score -529678.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -529681.187500 Penalty: 4095.405762
	Iteration 46Q: 3 clusters Score -529681.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -529685.375000 Penalty: 4095.405762
	Iteration 47Q: 3 clusters Score -529685.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -529686.750000 Penalty: 4095.405762
	Iteration 48Q: 3 clusters Score -529686.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -529686.812500 Penalty: 4095.405762
	Iteration 49Q: 3 clusters Score -529686.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -529688.125000 Penalty: 4095.405762
	Iteration 50Q: 3 clusters Score -529688.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -529691.312500 Penalty: 4095.405762
	Iteration 51Q: 3 clusters Score -529691.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -529692.000000 Penalty: 4095.405762
	Iteration 52Q: 3 clusters Score -529692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -529693.687500 Penalty: 4095.405762
	Iteration 53Q: 3 clusters Score -529693.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -529695.125000 Penalty: 4095.405762
	Iteration 54Q: 3 clusters Score -529695.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -529698.375000 Penalty: 4095.405762
	Iteration 55Q: 3 clusters Score -529698.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -529702.000000 Penalty: 4095.405762
	Iteration 56Q: 3 clusters Score -529702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -529702.625000 Penalty: 4095.405762
	Iteration 57Q: 3 clusters Score -529702.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -529704.750000 Penalty: 4095.405762
	Iteration 58Q: 3 clusters Score -529704.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -529706.937500 Penalty: 4095.405762
	Iteration 59Q: 3 clusters Score -529706.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -529709.125000 Penalty: 4095.405762
	Iteration 60F: 3 clusters Score -529709.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -529712.187500 Penalty: 4095.405762
	Iteration 61Q: 3 clusters Score -529712.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -529716.625000 Penalty: 4095.405762
	Iteration 62Q: 3 clusters Score -529716.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -529719.562500 Penalty: 4095.405762
	Iteration 63Q: 3 clusters Score -529719.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -529721.500000 Penalty: 4095.405762
	Iteration 64Q: 3 clusters Score -529721.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -529723.437500 Penalty: 4095.405762
	Iteration 65Q: 3 clusters Score -529723.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -529724.375000 Penalty: 4095.405762
	Iteration 66Q: 3 clusters Score -529724.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -529725.250000 Penalty: 4095.405762
	Iteration 67Q: 3 clusters Score -529725.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -529725.250000 Penalty: 4095.405762
	Iteration 68F: 3 clusters Score -529725.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Entering Unmasked Estep 
Score: -342787.093750 Penalty: 1945.566040
	Iteration 0F: 2 clusters Score -342787.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -339802.281250 Penalty: 3891.132080
	Iteration 0F: 3 clusters Score -339802.3 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -340430.687500 Penalty: 3891.132080
	Iteration 1F: 3 clusters Score -340430.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -340592.343750 Penalty: 3891.132080
	Iteration 2F: 3 clusters Score -340592.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -340698.437500 Penalty: 3891.132080
	Iteration 3Q: 3 clusters Score -340698.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -340777.406250 Penalty: 3891.132080
	Iteration 4Q: 3 clusters Score -340777.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -340822.718750 Penalty: 3891.132080
	Iteration 5Q: 3 clusters Score -340822.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -340864.593750 Penalty: 3891.132080
	Iteration 6Q: 3 clusters Score -340864.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -340892.031250 Penalty: 3891.132080
	Iteration 7Q: 3 clusters Score -340892 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -340915.718750 Penalty: 3891.132080
	Iteration 8Q: 3 clusters Score -340915.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -340937.687500 Penalty: 3891.132080
	Iteration 9Q: 3 clusters Score -340937.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -340955.625000 Penalty: 3891.132080
	Iteration 10Q: 3 clusters Score -340955.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -340964.312500 Penalty: 3891.132080
	Iteration 11Q: 3 clusters Score -340964.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -340972.343750 Penalty: 3891.132080
	Iteration 12Q: 3 clusters Score -340972.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -340981.468750 Penalty: 3891.132080
	Iteration 13Q: 3 clusters Score -340981.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -340991.843750 Penalty: 3891.132080
	Iteration 14Q: 3 clusters Score -340991.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -341000.687500 Penalty: 3891.132080
	Iteration 15Q: 3 clusters Score -341000.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -341008.500000 Penalty: 3891.132080
	Iteration 16Q: 3 clusters Score -341008.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -341019.406250 Penalty: 3891.132080
	Iteration 17Q: 3 clusters Score -341019.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -341029.031250 Penalty: 3891.132080
	Iteration 18Q: 3 clusters Score -341029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -341037.250000 Penalty: 3891.132080
	Iteration 19Q: 3 clusters Score -341037.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -341042.125000 Penalty: 3891.132080
	Iteration 20F: 3 clusters Score -341042.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -341044.937500 Penalty: 3891.132080
	Iteration 21Q: 3 clusters Score -341044.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -341046.531250 Penalty: 3891.132080
	Iteration 22Q: 3 clusters Score -341046.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -341049.437500 Penalty: 3891.132080
	Iteration 23Q: 3 clusters Score -341049.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -341054.500000 Penalty: 3891.132080
	Iteration 24Q: 3 clusters Score -341054.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -341060.906250 Penalty: 3891.132080
	Iteration 25Q: 3 clusters Score -341060.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -341065.062500 Penalty: 3891.132080
	Iteration 26Q: 3 clusters Score -341065.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -341068.906250 Penalty: 3891.132080
	Iteration 27Q: 3 clusters Score -341068.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -341072.250000 Penalty: 3891.132080
	Iteration 28Q: 3 clusters Score -341072.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -341076.156250 Penalty: 3891.132080
	Iteration 29Q: 3 clusters Score -341076.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -341079.250000 Penalty: 3891.132080
	Iteration 30Q: 3 clusters Score -341079.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -341082.093750 Penalty: 3891.132080
	Iteration 31Q: 3 clusters Score -341082.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -341081.656250 Penalty: 3891.132080
	Iteration 32Q: 3 clusters Score -341081.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -341082.093750 Penalty: 3891.132080
	Iteration 33Q: 3 clusters Score -341082.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -341084.125000 Penalty: 3891.132080
	Iteration 34Q: 3 clusters Score -341084.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -341090.343750 Penalty: 3891.132080
	Iteration 35Q: 3 clusters Score -341090.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -341097.500000 Penalty: 3891.132080
	Iteration 36Q: 3 clusters Score -341097.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -341103.218750 Penalty: 3891.132080
	Iteration 37Q: 3 clusters Score -341103.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -341108.250000 Penalty: 3891.132080
	Iteration 38Q: 3 clusters Score -341108.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -341112.875000 Penalty: 3891.132080
	Iteration 39Q: 3 clusters Score -341112.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -341118.375000 Penalty: 3891.132080
	Iteration 40F: 3 clusters Score -341118.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -341121.156250 Penalty: 3891.132080
	Iteration 41Q: 3 clusters Score -341121.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -341123.656250 Penalty: 3891.132080
	Iteration 42Q: 3 clusters Score -341123.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -341129.562500 Penalty: 3891.132080
	Iteration 43Q: 3 clusters Score -341129.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -341133.406250 Penalty: 3891.132080
	Iteration 44Q: 3 clusters Score -341133.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -341141.375000 Penalty: 3891.132080
	Iteration 45Q: 3 clusters Score -341141.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -341152.875000 Penalty: 3891.132080
	Iteration 46Q: 3 clusters Score -341152.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -341169.062500 Penalty: 3891.132080
	Iteration 47Q: 3 clusters Score -341169.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -341189.468750 Penalty: 3891.132080
	Iteration 48Q: 3 clusters Score -341189.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -341203.937500 Penalty: 3891.132080
	Iteration 49Q: 3 clusters Score -341203.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -341217.281250 Penalty: 3891.132080
	Iteration 50Q: 3 clusters Score -341217.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -341226.937500 Penalty: 3891.132080
	Iteration 51Q: 3 clusters Score -341226.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -341233.281250 Penalty: 3891.132080
	Iteration 52Q: 3 clusters Score -341233.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -341236.968750 Penalty: 3891.132080
	Iteration 53Q: 3 clusters Score -341237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -341237.312500 Penalty: 3891.132080
	Iteration 54Q: 3 clusters Score -341237.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -341238.812500 Penalty: 3891.132080
	Iteration 55Q: 3 clusters Score -341238.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -341239.093750 Penalty: 3891.132080
	Iteration 56Q: 3 clusters Score -341239.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -341239.437500 Penalty: 3891.132080
	Iteration 57Q: 3 clusters Score -341239.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -341239.937500 Penalty: 3891.132080
	Iteration 58Q: 3 clusters Score -341239.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -341239.937500 Penalty: 3891.132080
	Iteration 59F: 3 clusters Score -341239.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (166470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166470 members 
Entering Unmasked Estep 
Score: -23245440.000000 Penalty: 2981.597412
	Iteration 0F: 2 clusters Score -2.324544e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83647 members 
Mstep: Class 2 contains 82823 members 
Entering Unmasked Estep 
Score: -23138038.000000 Penalty: 5963.194824
	Iteration 0F: 3 clusters Score -2.313804e+07 nChanged 79741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89862 members 
Mstep: Class 2 contains 76608 members 
Entering Unmasked Estep 
Score: -23185240.000000 Penalty: 5963.194824
	Iteration 1F: 3 clusters Score -2.318524e+07 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93965 members 
Mstep: Class 2 contains 72505 members 
Entering Unmasked Estep 
Score: -23187168.000000 Penalty: 5963.194824
	Iteration 2Q: 3 clusters Score -2.318717e+07 nChanged 7390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100201 members 
Mstep: Class 2 contains 66269 members 
Entering Unmasked Estep 
Score: -23190634.000000 Penalty: 5963.194824
	Iteration 3Q: 3 clusters Score -2.319063e+07 nChanged 9420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108951 members 
Mstep: Class 2 contains 57519 members 
Entering Unmasked Estep 
Score: -23196658.000000 Penalty: 5963.194824
	Iteration 4F: 3 clusters Score -2.319666e+07 nChanged 11581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120236 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -23205612.000000 Penalty: 5963.194824
	Iteration 5F: 3 clusters Score -2.320561e+07 nChanged 12902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133046 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -23217140.000000 Penalty: 5963.194824
	Iteration 6F: 3 clusters Score -2.321714e+07 nChanged 12030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145024 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -23228012.000000 Penalty: 5963.194824
	Iteration 7F: 3 clusters Score -2.322801e+07 nChanged 9085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154097 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -23236380.000000 Penalty: 5963.194824
	Iteration 8F: 3 clusters Score -2.323638e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159761 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -23240590.000000 Penalty: 5963.194824
	Iteration 9Q: 3 clusters Score -2.324059e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162761 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -23242172.000000 Penalty: 5963.194824
	Iteration 10Q: 3 clusters Score -2.324217e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164154 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -23242564.000000 Penalty: 5963.194824
	Iteration 11Q: 3 clusters Score -2.324256e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164843 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -23242884.000000 Penalty: 5963.194824
	Iteration 12Q: 3 clusters Score -2.324288e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165203 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -23242998.000000 Penalty: 5963.194824
	Iteration 13Q: 3 clusters Score -2.3243e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165430 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -23242986.000000 Penalty: 5963.194824
	Iteration 14Q: 3 clusters Score -2.324299e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165550 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -23243016.000000 Penalty: 5963.194824
	Iteration 15Q: 3 clusters Score -2.324302e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165635 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -23243068.000000 Penalty: 5963.194824
	Iteration 16Q: 3 clusters Score -2.324307e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165699 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -23243128.000000 Penalty: 5963.194824
	Iteration 17Q: 3 clusters Score -2.324313e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165735 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -23243136.000000 Penalty: 5963.194824
	Iteration 18Q: 3 clusters Score -2.324314e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165766 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -23243166.000000 Penalty: 5963.194824
	Iteration 19Q: 3 clusters Score -2.324317e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165791 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -23243182.000000 Penalty: 5963.194824
	Iteration 20F: 3 clusters Score -2.324318e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165808 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -23243202.000000 Penalty: 5963.194824
	Iteration 21Q: 3 clusters Score -2.32432e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165822 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -23243208.000000 Penalty: 5963.194824
	Iteration 22Q: 3 clusters Score -2.324321e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165832 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -23243212.000000 Penalty: 5963.194824
	Iteration 23Q: 3 clusters Score -2.324321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165834 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -23243216.000000 Penalty: 5963.194824
	Iteration 24Q: 3 clusters Score -2.324322e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165843 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -23243236.000000 Penalty: 5963.194824
	Iteration 25Q: 3 clusters Score -2.324324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165849 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -23243250.000000 Penalty: 5963.194824
	Iteration 26Q: 3 clusters Score -2.324325e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165858 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -23243254.000000 Penalty: 5963.194824
	Iteration 27Q: 3 clusters Score -2.324325e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165861 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -23243240.000000 Penalty: 5963.194824
	Iteration 28Q: 3 clusters Score -2.324324e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165860 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -23243248.000000 Penalty: 5963.194824
	Iteration 29Q: 3 clusters Score -2.324325e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165859 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -23243256.000000 Penalty: 5963.194824
	Iteration 30Q: 3 clusters Score -2.324326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165861 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -23243252.000000 Penalty: 5963.194824
	Iteration 31Q: 3 clusters Score -2.324325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165862 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -23243264.000000 Penalty: 5963.194824
	Iteration 32Q: 3 clusters Score -2.324326e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165862 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -23243264.000000 Penalty: 5963.194824
	Iteration 33F: 3 clusters Score -2.324326e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (88840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88840 members 
Entering Unmasked Estep 
Score: -12555081.000000 Penalty: 2825.858887
	Iteration 0F: 2 clusters Score -1.255508e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 44445 members 
Entering Unmasked Estep 
Score: -12495969.000000 Penalty: 5651.717773
	Iteration 0F: 3 clusters Score -1.249597e+07 nChanged 41761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43730 members 
Mstep: Class 2 contains 45110 members 
Entering Unmasked Estep 
Score: -12519995.000000 Penalty: 5651.717773
	Iteration 1F: 3 clusters Score -1.252e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43611 members 
Mstep: Class 2 contains 45229 members 
Entering Unmasked Estep 
Score: -12520943.000000 Penalty: 5651.717773
	Iteration 2Q: 3 clusters Score -1.252094e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43289 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -12522164.000000 Penalty: 5651.717773
	Iteration 3Q: 3 clusters Score -1.252216e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42701 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -12523846.000000 Penalty: 5651.717773
	Iteration 4Q: 3 clusters Score -1.252385e+07 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41733 members 
Mstep: Class 2 contains 47107 members 
Entering Unmasked Estep 
Score: -12526287.000000 Penalty: 5651.717773
	Iteration 5F: 3 clusters Score -1.252629e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 48313 members 
Entering Unmasked Estep 
Score: -12529572.000000 Penalty: 5651.717773
	Iteration 6F: 3 clusters Score -1.252957e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39202 members 
Mstep: Class 2 contains 49638 members 
Entering Unmasked Estep 
Score: -12533218.000000 Penalty: 5651.717773
	Iteration 7F: 3 clusters Score -1.253322e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 50874 members 
Entering Unmasked Estep 
Score: -12536916.000000 Penalty: 5651.717773
	Iteration 8F: 3 clusters Score -1.253692e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Mstep: Class 2 contains 51863 members 
Entering Unmasked Estep 
Score: -12539611.000000 Penalty: 5651.717773
	Iteration 9F: 3 clusters Score -1.253961e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 52569 members 
Entering Unmasked Estep 
Score: -12541114.000000 Penalty: 5651.717773
	Iteration 10Q: 3 clusters Score -1.254111e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 53220 members 
Entering Unmasked Estep 
Score: -12541940.000000 Penalty: 5651.717773
	Iteration 11Q: 3 clusters Score -1.254194e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 53814 members 
Entering Unmasked Estep 
Score: -12542507.000000 Penalty: 5651.717773
	Iteration 12Q: 3 clusters Score -1.254251e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 54407 members 
Entering Unmasked Estep 
Score: -12543036.000000 Penalty: 5651.717773
	Iteration 13Q: 3 clusters Score -1.254304e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 55014 members 
Entering Unmasked Estep 
Score: -12543644.000000 Penalty: 5651.717773
	Iteration 14Q: 3 clusters Score -1.254364e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33173 members 
Mstep: Class 2 contains 55667 members 
Entering Unmasked Estep 
Score: -12544218.000000 Penalty: 5651.717773
	Iteration 15Q: 3 clusters Score -1.254422e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 56327 members 
Entering Unmasked Estep 
Score: -12544900.000000 Penalty: 5651.717773
	Iteration 16Q: 3 clusters Score -1.25449e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 56950 members 
Entering Unmasked Estep 
Score: -12545471.000000 Penalty: 5651.717773
	Iteration 17Q: 3 clusters Score -1.254547e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 57507 members 
Entering Unmasked Estep 
Score: -12545988.000000 Penalty: 5651.717773
	Iteration 18Q: 3 clusters Score -1.254599e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 58002 members 
Entering Unmasked Estep 
Score: -12546416.000000 Penalty: 5651.717773
	Iteration 19Q: 3 clusters Score -1.254642e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 58360 members 
Entering Unmasked Estep 
Score: -12546793.000000 Penalty: 5651.717773
	Iteration 20F: 3 clusters Score -1.254679e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 58639 members 
Entering Unmasked Estep 
Score: -12547009.000000 Penalty: 5651.717773
	Iteration 21Q: 3 clusters Score -1.254701e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 58889 members 
Entering Unmasked Estep 
Score: -12547156.000000 Penalty: 5651.717773
	Iteration 22Q: 3 clusters Score -1.254716e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 59120 members 
Entering Unmasked Estep 
Score: -12547265.000000 Penalty: 5651.717773
	Iteration 23Q: 3 clusters Score -1.254726e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 59301 members 
Entering Unmasked Estep 
Score: -12547321.000000 Penalty: 5651.717773
	Iteration 24Q: 3 clusters Score -1.254732e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 59475 members 
Entering Unmasked Estep 
Score: -12547372.000000 Penalty: 5651.717773
	Iteration 25Q: 3 clusters Score -1.254737e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 59624 members 
Entering Unmasked Estep 
Score: -12547412.000000 Penalty: 5651.717773
	Iteration 26Q: 3 clusters Score -1.254741e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 59740 members 
Entering Unmasked Estep 
Score: -12547441.000000 Penalty: 5651.717773
	Iteration 27Q: 3 clusters Score -1.254744e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28982 members 
Mstep: Class 2 contains 59858 members 
Entering Unmasked Estep 
Score: -12547433.000000 Penalty: 5651.717773
	Iteration 28Q: 3 clusters Score -1.254743e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 59990 members 
Entering Unmasked Estep 
Score: -12547509.000000 Penalty: 5651.717773
	Iteration 29Q: 3 clusters Score -1.254751e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 60114 members 
Entering Unmasked Estep 
Score: -12547508.000000 Penalty: 5651.717773
	Iteration 30Q: 3 clusters Score -1.254751e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 60215 members 
Entering Unmasked Estep 
Score: -12547497.000000 Penalty: 5651.717773
	Iteration 31Q: 3 clusters Score -1.25475e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 60309 members 
Entering Unmasked Estep 
Score: -12547477.000000 Penalty: 5651.717773
	Iteration 32Q: 3 clusters Score -1.254748e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 60393 members 
Entering Unmasked Estep 
Score: -12547505.000000 Penalty: 5651.717773
	Iteration 33Q: 3 clusters Score -1.25475e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 60493 members 
Entering Unmasked Estep 
Score: -12547483.000000 Penalty: 5651.717773
	Iteration 34Q: 3 clusters Score -1.254748e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 60585 members 
Entering Unmasked Estep 
Score: -12547481.000000 Penalty: 5651.717773
	Iteration 35Q: 3 clusters Score -1.254748e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 60665 members 
Entering Unmasked Estep 
Score: -12547501.000000 Penalty: 5651.717773
	Iteration 36Q: 3 clusters Score -1.25475e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 60765 members 
Entering Unmasked Estep 
Score: -12547474.000000 Penalty: 5651.717773
	Iteration 37Q: 3 clusters Score -1.254747e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 60850 members 
Entering Unmasked Estep 
Score: -12547463.000000 Penalty: 5651.717773
	Iteration 38Q: 3 clusters Score -1.254746e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 60924 members 
Entering Unmasked Estep 
Score: -12547470.000000 Penalty: 5651.717773
	Iteration 39Q: 3 clusters Score -1.254747e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 60984 members 
Entering Unmasked Estep 
Score: -12547461.000000 Penalty: 5651.717773
	Iteration 40F: 3 clusters Score -1.254746e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 61058 members 
Entering Unmasked Estep 
Score: -12547466.000000 Penalty: 5651.717773
	Iteration 41Q: 3 clusters Score -1.254747e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 61123 members 
Entering Unmasked Estep 
Score: -12547486.000000 Penalty: 5651.717773
	Iteration 42Q: 3 clusters Score -1.254749e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 61207 members 
Entering Unmasked Estep 
Score: -12547481.000000 Penalty: 5651.717773
	Iteration 43Q: 3 clusters Score -1.254748e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 61285 members 
Entering Unmasked Estep 
Score: -12547481.000000 Penalty: 5651.717773
	Iteration 44Q: 3 clusters Score -1.254748e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 61370 members 
Entering Unmasked Estep 
Score: -12547507.000000 Penalty: 5651.717773
	Iteration 45Q: 3 clusters Score -1.254751e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 61449 members 
Entering Unmasked Estep 
Score: -12547475.000000 Penalty: 5651.717773
	Iteration 46Q: 3 clusters Score -1.254748e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 61511 members 
Entering Unmasked Estep 
Score: -12547471.000000 Penalty: 5651.717773
	Iteration 47Q: 3 clusters Score -1.254747e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 61575 members 
Entering Unmasked Estep 
Score: -12547473.000000 Penalty: 5651.717773
	Iteration 48Q: 3 clusters Score -1.254747e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 61656 members 
Entering Unmasked Estep 
Score: -12547464.000000 Penalty: 5651.717773
	Iteration 49Q: 3 clusters Score -1.254746e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 61731 members 
Entering Unmasked Estep 
Score: -12547471.000000 Penalty: 5651.717773
	Iteration 50Q: 3 clusters Score -1.254747e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 61813 members 
Entering Unmasked Estep 
Score: -12547496.000000 Penalty: 5651.717773
	Iteration 51Q: 3 clusters Score -1.25475e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 61881 members 
Entering Unmasked Estep 
Score: -12547503.000000 Penalty: 5651.717773
	Iteration 52Q: 3 clusters Score -1.25475e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 61956 members 
Entering Unmasked Estep 
Score: -12547517.000000 Penalty: 5651.717773
	Iteration 53Q: 3 clusters Score -1.254752e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 62046 members 
Entering Unmasked Estep 
Score: -12547524.000000 Penalty: 5651.717773
	Iteration 54Q: 3 clusters Score -1.254752e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 62128 members 
Entering Unmasked Estep 
Score: -12547558.000000 Penalty: 5651.717773
	Iteration 55Q: 3 clusters Score -1.254756e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 62217 members 
Entering Unmasked Estep 
Score: -12547547.000000 Penalty: 5651.717773
	Iteration 56Q: 3 clusters Score -1.254755e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 62315 members 
Entering Unmasked Estep 
Score: -12547545.000000 Penalty: 5651.717773
	Iteration 57Q: 3 clusters Score -1.254754e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 62418 members 
Entering Unmasked Estep 
Score: -12547577.000000 Penalty: 5651.717773
	Iteration 58Q: 3 clusters Score -1.254758e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 62526 members 
Entering Unmasked Estep 
Score: -12547584.000000 Penalty: 5651.717773
	Iteration 59Q: 3 clusters Score -1.254758e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 62626 members 
Entering Unmasked Estep 
Score: -12547590.000000 Penalty: 5651.717773
	Iteration 60F: 3 clusters Score -1.254759e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 62729 members 
Entering Unmasked Estep 
Score: -12547583.000000 Penalty: 5651.717773
	Iteration 61Q: 3 clusters Score -1.254758e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 62829 members 
Entering Unmasked Estep 
Score: -12547550.000000 Penalty: 5651.717773
	Iteration 62Q: 3 clusters Score -1.254755e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 62930 members 
Entering Unmasked Estep 
Score: -12547554.000000 Penalty: 5651.717773
	Iteration 63Q: 3 clusters Score -1.254755e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 63033 members 
Entering Unmasked Estep 
Score: -12547559.000000 Penalty: 5651.717773
	Iteration 64Q: 3 clusters Score -1.254756e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 63151 members 
Entering Unmasked Estep 
Score: -12547581.000000 Penalty: 5651.717773
	Iteration 65Q: 3 clusters Score -1.254758e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 63265 members 
Entering Unmasked Estep 
Score: -12547554.000000 Penalty: 5651.717773
	Iteration 66Q: 3 clusters Score -1.254755e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 63391 members 
Entering Unmasked Estep 
Score: -12547544.000000 Penalty: 5651.717773
	Iteration 67Q: 3 clusters Score -1.254754e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 63523 members 
Entering Unmasked Estep 
Score: -12547505.000000 Penalty: 5651.717773
	Iteration 68Q: 3 clusters Score -1.25475e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 63661 members 
Entering Unmasked Estep 
Score: -12547548.000000 Penalty: 5651.717773
	Iteration 69Q: 3 clusters Score -1.254755e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 63801 members 
Entering Unmasked Estep 
Score: -12547581.000000 Penalty: 5651.717773
	Iteration 70Q: 3 clusters Score -1.254758e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 63966 members 
Entering Unmasked Estep 
Score: -12547556.000000 Penalty: 5651.717773
	Iteration 71Q: 3 clusters Score -1.254756e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 64141 members 
Entering Unmasked Estep 
Score: -12547574.000000 Penalty: 5651.717773
	Iteration 72Q: 3 clusters Score -1.254757e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 64317 members 
Entering Unmasked Estep 
Score: -12547634.000000 Penalty: 5651.717773
	Iteration 73Q: 3 clusters Score -1.254763e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 64498 members 
Entering Unmasked Estep 
Score: -12547688.000000 Penalty: 5651.717773
	Iteration 74Q: 3 clusters Score -1.254769e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 64686 members 
Entering Unmasked Estep 
Score: -12547695.000000 Penalty: 5651.717773
	Iteration 75Q: 3 clusters Score -1.25477e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 64869 members 
Entering Unmasked Estep 
Score: -12547710.000000 Penalty: 5651.717773
	Iteration 76Q: 3 clusters Score -1.254771e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 65057 members 
Entering Unmasked Estep 
Score: -12547718.000000 Penalty: 5651.717773
	Iteration 77Q: 3 clusters Score -1.254772e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 65260 members 
Entering Unmasked Estep 
Score: -12547762.000000 Penalty: 5651.717773
	Iteration 78Q: 3 clusters Score -1.254776e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 65488 members 
Entering Unmasked Estep 
Score: -12547778.000000 Penalty: 5651.717773
	Iteration 79Q: 3 clusters Score -1.254778e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 65738 members 
Entering Unmasked Estep 
Score: -12547799.000000 Penalty: 5651.717773
	Iteration 80F: 3 clusters Score -1.25478e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 65996 members 
Entering Unmasked Estep 
Score: -12547802.000000 Penalty: 5651.717773
	Iteration 81Q: 3 clusters Score -1.25478e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 66258 members 
Entering Unmasked Estep 
Score: -12547831.000000 Penalty: 5651.717773
	Iteration 82Q: 3 clusters Score -1.254783e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 66535 members 
Entering Unmasked Estep 
Score: -12547871.000000 Penalty: 5651.717773
	Iteration 83Q: 3 clusters Score -1.254787e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 66807 members 
Entering Unmasked Estep 
Score: -12547860.000000 Penalty: 5651.717773
	Iteration 84Q: 3 clusters Score -1.254786e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 67074 members 
Entering Unmasked Estep 
Score: -12547883.000000 Penalty: 5651.717773
	Iteration 85Q: 3 clusters Score -1.254788e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 67349 members 
Entering Unmasked Estep 
Score: -12547943.000000 Penalty: 5651.717773
	Iteration 86Q: 3 clusters Score -1.254794e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 67651 members 
Entering Unmasked Estep 
Score: -12547930.000000 Penalty: 5651.717773
	Iteration 87Q: 3 clusters Score -1.254793e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 67983 members 
Entering Unmasked Estep 
Score: -12548003.000000 Penalty: 5651.717773
	Iteration 88Q: 3 clusters Score -1.2548e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 68320 members 
Entering Unmasked Estep 
Score: -12548020.000000 Penalty: 5651.717773
	Iteration 89Q: 3 clusters Score -1.254802e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 68708 members 
Entering Unmasked Estep 
Score: -12548055.000000 Penalty: 5651.717773
	Iteration 90Q: 3 clusters Score -1.254806e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 69129 members 
Entering Unmasked Estep 
Score: -12548123.000000 Penalty: 5651.717773
	Iteration 91Q: 3 clusters Score -1.254812e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 69563 members 
Entering Unmasked Estep 
Score: -12548179.000000 Penalty: 5651.717773
	Iteration 92Q: 3 clusters Score -1.254818e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 70026 members 
Entering Unmasked Estep 
Score: -12548216.000000 Penalty: 5651.717773
	Iteration 93Q: 3 clusters Score -1.254822e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 70491 members 
Entering Unmasked Estep 
Score: -12548290.000000 Penalty: 5651.717773
	Iteration 94Q: 3 clusters Score -1.254829e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 70976 members 
Entering Unmasked Estep 
Score: -12548434.000000 Penalty: 5651.717773
	Iteration 95Q: 3 clusters Score -1.254843e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 71478 members 
Entering Unmasked Estep 
Score: -12548462.000000 Penalty: 5651.717773
	Iteration 96Q: 3 clusters Score -1.254846e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 72053 members 
Entering Unmasked Estep 
Score: -12548562.000000 Penalty: 5651.717773
	Iteration 97Q: 3 clusters Score -1.254856e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 72691 members 
Entering Unmasked Estep 
Score: -12548700.000000 Penalty: 5651.717773
	Iteration 98Q: 3 clusters Score -1.25487e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 73363 members 
Entering Unmasked Estep 
Score: -12548910.000000 Penalty: 5651.717773
	Iteration 99Q: 3 clusters Score -1.254891e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 74055 members 
Entering Unmasked Estep 
Score: -12549068.000000 Penalty: 5651.717773
	Iteration 100F: 3 clusters Score -1.254907e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 74746 members 
Entering Unmasked Estep 
Score: -12549242.000000 Penalty: 5651.717773
	Iteration 101Q: 3 clusters Score -1.254924e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 75448 members 
Entering Unmasked Estep 
Score: -12549438.000000 Penalty: 5651.717773
	Iteration 102Q: 3 clusters Score -1.254944e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 76131 members 
Entering Unmasked Estep 
Score: -12549619.000000 Penalty: 5651.717773
	Iteration 103Q: 3 clusters Score -1.254962e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 76797 members 
Entering Unmasked Estep 
Score: -12549761.000000 Penalty: 5651.717773
	Iteration 104Q: 3 clusters Score -1.254976e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 77468 members 
Entering Unmasked Estep 
Score: -12549945.000000 Penalty: 5651.717773
	Iteration 105Q: 3 clusters Score -1.254994e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 78145 members 
Entering Unmasked Estep 
Score: -12550190.000000 Penalty: 5651.717773
	Iteration 106Q: 3 clusters Score -1.255019e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 78815 members 
Entering Unmasked Estep 
Score: -12550390.000000 Penalty: 5651.717773
	Iteration 107Q: 3 clusters Score -1.255039e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 79519 members 
Entering Unmasked Estep 
Score: -12550659.000000 Penalty: 5651.717773
	Iteration 108Q: 3 clusters Score -1.255066e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 80244 members 
Entering Unmasked Estep 
Score: -12551019.000000 Penalty: 5651.717773
	Iteration 109Q: 3 clusters Score -1.255102e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 80947 members 
Entering Unmasked Estep 
Score: -12551285.000000 Penalty: 5651.717773
	Iteration 110Q: 3 clusters Score -1.255128e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 81615 members 
Entering Unmasked Estep 
Score: -12551692.000000 Penalty: 5651.717773
	Iteration 111Q: 3 clusters Score -1.255169e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 82246 members 
Entering Unmasked Estep 
Score: -12552152.000000 Penalty: 5651.717773
	Iteration 112Q: 3 clusters Score -1.255215e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 82786 members 
Entering Unmasked Estep 
Score: -12552523.000000 Penalty: 5651.717773
	Iteration 113Q: 3 clusters Score -1.255252e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 83230 members 
Entering Unmasked Estep 
Score: -12552810.000000 Penalty: 5651.717773
	Iteration 114Q: 3 clusters Score -1.255281e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 83571 members 
Entering Unmasked Estep 
Score: -12553049.000000 Penalty: 5651.717773
	Iteration 115Q: 3 clusters Score -1.255305e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 83872 members 
Entering Unmasked Estep 
Score: -12553211.000000 Penalty: 5651.717773
	Iteration 116Q: 3 clusters Score -1.255321e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 84101 members 
Entering Unmasked Estep 
Score: -12553315.000000 Penalty: 5651.717773
	Iteration 117Q: 3 clusters Score -1.255332e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 84262 members 
Entering Unmasked Estep 
Score: -12553333.000000 Penalty: 5651.717773
	Iteration 118Q: 3 clusters Score -1.255333e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 84403 members 
Entering Unmasked Estep 
Score: -12553377.000000 Penalty: 5651.717773
	Iteration 119Q: 3 clusters Score -1.255338e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 84536 members 
Entering Unmasked Estep 
Score: -12553391.000000 Penalty: 5651.717773
	Iteration 120F: 3 clusters Score -1.255339e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 84654 members 
Entering Unmasked Estep 
Score: -12553396.000000 Penalty: 5651.717773
	Iteration 121Q: 3 clusters Score -1.25534e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 84749 members 
Entering Unmasked Estep 
Score: -12553447.000000 Penalty: 5651.717773
	Iteration 122Q: 3 clusters Score -1.255345e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 84818 members 
Entering Unmasked Estep 
Score: -12553444.000000 Penalty: 5651.717773
	Iteration 123Q: 3 clusters Score -1.255344e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 84870 members 
Entering Unmasked Estep 
Score: -12553452.000000 Penalty: 5651.717773
	Iteration 124Q: 3 clusters Score -1.255345e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 84912 members 
Entering Unmasked Estep 
Score: -12553465.000000 Penalty: 5651.717773
	Iteration 125Q: 3 clusters Score -1.255346e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 84953 members 
Entering Unmasked Estep 
Score: -12553465.000000 Penalty: 5651.717773
	Iteration 126Q: 3 clusters Score -1.255346e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 84983 members 
Entering Unmasked Estep 
Score: -12553479.000000 Penalty: 5651.717773
	Iteration 127Q: 3 clusters Score -1.255348e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 85008 members 
Entering Unmasked Estep 
Score: -12553488.000000 Penalty: 5651.717773
	Iteration 128Q: 3 clusters Score -1.255349e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 85032 members 
Entering Unmasked Estep 
Score: -12553487.000000 Penalty: 5651.717773
	Iteration 129Q: 3 clusters Score -1.255349e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 85046 members 
Entering Unmasked Estep 
Score: -12553488.000000 Penalty: 5651.717773
	Iteration 130Q: 3 clusters Score -1.255349e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 85056 members 
Entering Unmasked Estep 
Score: -12553480.000000 Penalty: 5651.717773
	Iteration 131Q: 3 clusters Score -1.255348e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 85070 members 
Entering Unmasked Estep 
Score: -12553479.000000 Penalty: 5651.717773
	Iteration 132Q: 3 clusters Score -1.255348e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 85084 members 
Entering Unmasked Estep 
Score: -12553479.000000 Penalty: 5651.717773
	Iteration 133Q: 3 clusters Score -1.255348e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 85094 members 
Entering Unmasked Estep 
Score: -12553469.000000 Penalty: 5651.717773
	Iteration 134Q: 3 clusters Score -1.255347e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 85100 members 
Entering Unmasked Estep 
Score: -12553465.000000 Penalty: 5651.717773
	Iteration 135Q: 3 clusters Score -1.255346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 85104 members 
Entering Unmasked Estep 
Score: -12553464.000000 Penalty: 5651.717773
	Iteration 136Q: 3 clusters Score -1.255346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 85106 members 
Entering Unmasked Estep 
Score: -12553465.000000 Penalty: 5651.717773
	Iteration 137Q: 3 clusters Score -1.255346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 85109 members 
Entering Unmasked Estep 
Score: -12553466.000000 Penalty: 5651.717773
	Iteration 138Q: 3 clusters Score -1.255347e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 85112 members 
Entering Unmasked Estep 
Score: -12553457.000000 Penalty: 5651.717773
	Iteration 139Q: 3 clusters Score -1.255346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 85116 members 
Entering Unmasked Estep 
Score: -12553458.000000 Penalty: 5651.717773
	Iteration 140F: 3 clusters Score -1.255346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 85120 members 
Entering Unmasked Estep 
Score: -12553476.000000 Penalty: 5651.717773
	Iteration 141Q: 3 clusters Score -1.255348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 85123 members 
Entering Unmasked Estep 
Score: -12553474.000000 Penalty: 5651.717773
	Iteration 142Q: 3 clusters Score -1.255347e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 85123 members 
Entering Unmasked Estep 
Score: -12553474.000000 Penalty: 5651.717773
	Iteration 143F: 3 clusters Score -1.255347e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (63690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63690 members 
Entering Unmasked Estep 
Score: -8975647.000000 Penalty: 2743.322266
	Iteration 0F: 2 clusters Score -8975647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -8932789.000000 Penalty: 5486.644531
	Iteration 0F: 3 clusters Score -8932789 nChanged 29755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -8949341.000000 Penalty: 5486.644531
	Iteration 1F: 3 clusters Score -8949341 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 35275 members 
Entering Unmasked Estep 
Score: -8950075.000000 Penalty: 5486.644531
	Iteration 2Q: 3 clusters Score -8950075 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -8951029.000000 Penalty: 5486.644531
	Iteration 3Q: 3 clusters Score -8951029 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -8952446.000000 Penalty: 5486.644531
	Iteration 4Q: 3 clusters Score -8952446 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 44006 members 
Entering Unmasked Estep 
Score: -8955091.000000 Penalty: 5486.644531
	Iteration 5F: 3 clusters Score -8955091 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 49057 members 
Entering Unmasked Estep 
Score: -8959175.000000 Penalty: 5486.644531
	Iteration 6F: 3 clusters Score -8959175 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 54585 members 
Entering Unmasked Estep 
Score: -8964236.000000 Penalty: 5486.644531
	Iteration 7F: 3 clusters Score -8964236 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 59358 members 
Entering Unmasked Estep 
Score: -8969037.000000 Penalty: 5486.644531
	Iteration 8F: 3 clusters Score -8969037 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 62034 members 
Entering Unmasked Estep 
Score: -8971627.000000 Penalty: 5486.644531
	Iteration 9Q: 3 clusters Score -8971627 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 63041 members 
Entering Unmasked Estep 
Score: -8972598.000000 Penalty: 5486.644531
	Iteration 10Q: 3 clusters Score -8972598 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 63345 members 
Entering Unmasked Estep 
Score: -8972956.000000 Penalty: 5486.644531
	Iteration 11Q: 3 clusters Score -8972956 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 63434 members 
Entering Unmasked Estep 
Score: -8973061.000000 Penalty: 5486.644531
	Iteration 12Q: 3 clusters Score -8973061 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 63471 members 
Entering Unmasked Estep 
Score: -8973116.000000 Penalty: 5486.644531
	Iteration 13Q: 3 clusters Score -8973116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 63487 members 
Entering Unmasked Estep 
Score: -8973146.000000 Penalty: 5486.644531
	Iteration 14Q: 3 clusters Score -8973146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 63494 members 
Entering Unmasked Estep 
Score: -8973171.000000 Penalty: 5486.644531
	Iteration 15Q: 3 clusters Score -8973171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 63502 members 
Entering Unmasked Estep 
Score: -8973175.000000 Penalty: 5486.644531
	Iteration 16Q: 3 clusters Score -8973175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 63507 members 
Entering Unmasked Estep 
Score: -8973187.000000 Penalty: 5486.644531
	Iteration 17Q: 3 clusters Score -8973187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 63508 members 
Entering Unmasked Estep 
Score: -8973203.000000 Penalty: 5486.644531
	Iteration 18Q: 3 clusters Score -8973203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 63511 members 
Entering Unmasked Estep 
Score: -8973209.000000 Penalty: 5486.644531
	Iteration 19Q: 3 clusters Score -8973209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 63512 members 
Entering Unmasked Estep 
Score: -8973205.000000 Penalty: 5486.644531
	Iteration 20F: 3 clusters Score -8973205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 63513 members 
Entering Unmasked Estep 
Score: -8973205.000000 Penalty: 5486.644531
	Iteration 21Q: 3 clusters Score -8973205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 63514 members 
Entering Unmasked Estep 
Score: -8973210.000000 Penalty: 5486.644531
	Iteration 22Q: 3 clusters Score -8973210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 63514 members 
Entering Unmasked Estep 
Score: -8973210.000000 Penalty: 5486.644531
	Iteration 23F: 3 clusters Score -8973210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -28975.349609 Penalty: 1369.322388
	Iteration 0F: 2 clusters Score -28975.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -27754.708984 Penalty: 2738.644775
	Iteration 0F: 3 clusters Score -27754.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -27853.970703 Penalty: 2738.644775
	Iteration 1F: 3 clusters Score -27853.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -27922.023438 Penalty: 2738.644775
	Iteration 2Q: 3 clusters Score -27922.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -27958.826172 Penalty: 2738.644775
	Iteration 3Q: 3 clusters Score -27958.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -27964.025391 Penalty: 2738.644775
	Iteration 4Q: 3 clusters Score -27964.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -27968.767578 Penalty: 2738.644775
	Iteration 5Q: 3 clusters Score -27968.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -27968.767578 Penalty: 2738.644775
	Iteration 6F: 3 clusters Score -27968.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Entering Unmasked Estep 
Score: -55497.449219 Penalty: 1524.289673
	Iteration 0F: 2 clusters Score -55497.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -54070.445312 Penalty: 3048.579346
	Iteration 0F: 3 clusters Score -54070.45 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -54343.656250 Penalty: 3048.579346
	Iteration 1F: 3 clusters Score -54343.66 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -54499.742188 Penalty: 3048.579346
	Iteration 2F: 3 clusters Score -54499.74 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -54705.804688 Penalty: 3048.579346
	Iteration 3F: 3 clusters Score -54705.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55080.167969 Penalty: 3048.579346
	Iteration 4F: 3 clusters Score -55080.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -55230.175781 Penalty: 3048.579346
	Iteration 5Q: 3 clusters Score -55230.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -55318.437500 Penalty: 3048.579346
	Iteration 6Q: 3 clusters Score -55318.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -55362.992188 Penalty: 3048.579346
	Iteration 7Q: 3 clusters Score -55362.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -55401.691406 Penalty: 3048.579346
	Iteration 8Q: 3 clusters Score -55401.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -55440.382812 Penalty: 3048.579346
	Iteration 9Q: 3 clusters Score -55440.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -55488.949219 Penalty: 3048.579346
	Iteration 10Q: 3 clusters Score -55488.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -55510.953125 Penalty: 3048.579346
	Iteration 11Q: 3 clusters Score -55510.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -55520.468750 Penalty: 3048.579346
	Iteration 12Q: 3 clusters Score -55520.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -55526.875000 Penalty: 3048.579346
	Iteration 13Q: 3 clusters Score -55526.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -55531.839844 Penalty: 3048.579346
	Iteration 14Q: 3 clusters Score -55531.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -55540.292969 Penalty: 3048.579346
	Iteration 15Q: 3 clusters Score -55540.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -55547.398438 Penalty: 3048.579346
	Iteration 16Q: 3 clusters Score -55547.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -55553.332031 Penalty: 3048.579346
	Iteration 17Q: 3 clusters Score -55553.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -55555.410156 Penalty: 3048.579346
	Iteration 18Q: 3 clusters Score -55555.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -55559.476562 Penalty: 3048.579346
	Iteration 19Q: 3 clusters Score -55559.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -55566.128906 Penalty: 3048.579346
	Iteration 20F: 3 clusters Score -55566.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -55571.957031 Penalty: 3048.579346
	Iteration 21Q: 3 clusters Score -55571.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -55580.273438 Penalty: 3048.579346
	Iteration 22Q: 3 clusters Score -55580.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -55605.839844 Penalty: 3048.579346
	Iteration 23Q: 3 clusters Score -55605.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -55648.972656 Penalty: 3048.579346
	Iteration 24Q: 3 clusters Score -55648.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -55672.437500 Penalty: 3048.579346
	Iteration 25Q: 3 clusters Score -55672.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -55683.042969 Penalty: 3048.579346
	Iteration 26Q: 3 clusters Score -55683.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -55683.042969 Penalty: 3048.579346
	Iteration 27F: 3 clusters Score -55683.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1484 members 
Mstep: Class 4 contains 30077 members 
Mstep: Class 5 contains 180720 members 
Mstep: Class 6 contains 132455 members 
Mstep: Class 7 contains 8233 members 
Mstep: Class 8 contains 31954 members 
Mstep: Class 9 contains 18131 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39354 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157345 members 
Mstep: Class 15 contains 27676 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 166470 members 
Mstep: Class 22 contains 88840 members 
Mstep: Class 23 contains 63690 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 255 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Mstep: Class 28 contains 212 members 
Entering Unmasked Estep 
Score: -132688368.000000 Penalty: 95659.250000
Splitting cluster 25 changes total score from -132690040.000000 to -132688368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -15247.755859 Penalty: 1255.523560
	Iteration 0F: 2 clusters Score -15247.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14327.881836 Penalty: 2511.047119
	Iteration 0F: 3 clusters Score -14327.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -14400.734375 Penalty: 2511.047119
	Iteration 1F: 3 clusters Score -14400.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14403.441406 Penalty: 2511.047119
	Iteration 2Q: 3 clusters Score -14403.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14403.441406 Penalty: 2511.047119
	Iteration 3F: 3 clusters Score -14403.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -39940.218750 Penalty: 1432.088745
	Iteration 0F: 2 clusters Score -39940.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -38602.144531 Penalty: 2864.177490
	Iteration 0F: 3 clusters Score -38602.14 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -38728.460938 Penalty: 2864.177490
	Iteration 1F: 3 clusters Score -38728.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -38758.691406 Penalty: 2864.177490
	Iteration 2Q: 3 clusters Score -38758.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -38767.230469 Penalty: 2864.177490
	Iteration 3Q: 3 clusters Score -38767.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -38774.324219 Penalty: 2864.177490
	Iteration 4Q: 3 clusters Score -38774.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -38778.910156 Penalty: 2864.177490
	Iteration 5Q: 3 clusters Score -38778.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -38778.910156 Penalty: 2864.177490
	Iteration 6F: 3 clusters Score -38778.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1484 members 
Mstep: Class 4 contains 30077 members 
Mstep: Class 5 contains 180720 members 
Mstep: Class 6 contains 132455 members 
Mstep: Class 7 contains 8233 members 
Mstep: Class 8 contains 31954 members 
Mstep: Class 9 contains 18131 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39354 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157345 members 
Mstep: Class 15 contains 27676 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 166470 members 
Mstep: Class 22 contains 88840 members 
Mstep: Class 23 contains 63690 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690112.000000 Penalty: 92242.843750
Iteration 239Q: 28 clusters Score -1.326901e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1484 members 
Mstep: Class 4 contains 30077 members 
Mstep: Class 5 contains 180720 members 
Mstep: Class 6 contains 132455 members 
Mstep: Class 7 contains 8233 members 
Mstep: Class 8 contains 31956 members 
Mstep: Class 9 contains 18131 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39357 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157334 members 
Mstep: Class 15 contains 27678 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 166470 members 
Mstep: Class 22 contains 88843 members 
Mstep: Class 23 contains 63691 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690104.000000 Penalty: 92242.843750
Iteration 240F: 28 clusters Score -1.326901e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1484 members 
Mstep: Class 4 contains 30079 members 
Mstep: Class 5 contains 180716 members 
Mstep: Class 6 contains 132454 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31953 members 
Mstep: Class 9 contains 18131 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39353 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157335 members 
Mstep: Class 15 contains 27685 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 166475 members 
Mstep: Class 22 contains 88842 members 
Mstep: Class 23 contains 63692 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689968.000000 Penalty: 92242.843750
Iteration 241Q: 28 clusters Score -1.3269e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1484 members 
Mstep: Class 4 contains 30084 members 
Mstep: Class 5 contains 180717 members 
Mstep: Class 6 contains 132454 members 
Mstep: Class 7 contains 8229 members 
Mstep: Class 8 contains 31950 members 
Mstep: Class 9 contains 18131 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39348 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157334 members 
Mstep: Class 15 contains 27695 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 166473 members 
Mstep: Class 22 contains 88839 members 
Mstep: Class 23 contains 63691 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690040.000000 Penalty: 92242.843750
Iteration 242Q: 28 clusters Score -1.3269e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1484 members 
Mstep: Class 4 contains 30088 members 
Mstep: Class 5 contains 180720 members 
Mstep: Class 6 contains 132454 members 
Mstep: Class 7 contains 8228 members 
Mstep: Class 8 contains 31951 members 
Mstep: Class 9 contains 18133 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39344 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157323 members 
Mstep: Class 15 contains 27698 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 166478 members 
Mstep: Class 22 contains 88835 members 
Mstep: Class 23 contains 63693 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690048.000000 Penalty: 92242.843750
Iteration 243Q: 28 clusters Score -1.3269e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1484 members 
Mstep: Class 4 contains 30088 members 
Mstep: Class 5 contains 180718 members 
Mstep: Class 6 contains 132451 members 
Mstep: Class 7 contains 8227 members 
Mstep: Class 8 contains 31951 members 
Mstep: Class 9 contains 18133 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39336 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157321 members 
Mstep: Class 15 contains 27704 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 166488 members 
Mstep: Class 22 contains 88833 members 
Mstep: Class 23 contains 63694 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689992.000000 Penalty: 92242.843750
Iteration 244Q: 28 clusters Score -1.3269e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1484 members 
Mstep: Class 4 contains 30089 members 
Mstep: Class 5 contains 180721 members 
Mstep: Class 6 contains 132452 members 
Mstep: Class 7 contains 8228 members 
Mstep: Class 8 contains 31954 members 
Mstep: Class 9 contains 18133 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39336 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157307 members 
Mstep: Class 15 contains 27711 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 166481 members 
Mstep: Class 22 contains 88839 members 
Mstep: Class 23 contains 63693 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690072.000000 Penalty: 92242.843750
Iteration 245Q: 28 clusters Score -1.326901e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1484 members 
Mstep: Class 4 contains 30086 members 
Mstep: Class 5 contains 180724 members 
Mstep: Class 6 contains 132454 members 
Mstep: Class 7 contains 8228 members 
Mstep: Class 8 contains 31954 members 
Mstep: Class 9 contains 18133 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39334 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157314 members 
Mstep: Class 15 contains 27719 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2554 members 
Mstep: Class 21 contains 166463 members 
Mstep: Class 22 contains 88842 members 
Mstep: Class 23 contains 63692 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690056.000000 Penalty: 92242.843750
Iteration 246Q: 28 clusters Score -1.326901e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1484 members 
Mstep: Class 4 contains 30083 members 
Mstep: Class 5 contains 180732 members 
Mstep: Class 6 contains 132455 members 
Mstep: Class 7 contains 8228 members 
Mstep: Class 8 contains 31950 members 
Mstep: Class 9 contains 18133 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39329 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157320 members 
Mstep: Class 15 contains 27729 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166453 members 
Mstep: Class 22 contains 88838 members 
Mstep: Class 23 contains 63692 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690000.000000 Penalty: 92242.843750
Iteration 247Q: 28 clusters Score -1.3269e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1485 members 
Mstep: Class 4 contains 30083 members 
Mstep: Class 5 contains 180731 members 
Mstep: Class 6 contains 132457 members 
Mstep: Class 7 contains 8227 members 
Mstep: Class 8 contains 31952 members 
Mstep: Class 9 contains 18134 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39325 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157323 members 
Mstep: Class 15 contains 27740 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166442 members 
Mstep: Class 22 contains 88835 members 
Mstep: Class 23 contains 63692 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690040.000000 Penalty: 92242.843750
Iteration 248Q: 28 clusters Score -1.3269e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1486 members 
Mstep: Class 4 contains 30082 members 
Mstep: Class 5 contains 180731 members 
Mstep: Class 6 contains 132458 members 
Mstep: Class 7 contains 8228 members 
Mstep: Class 8 contains 31949 members 
Mstep: Class 9 contains 18135 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39328 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157324 members 
Mstep: Class 15 contains 27750 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166427 members 
Mstep: Class 22 contains 88836 members 
Mstep: Class 23 contains 63692 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690088.000000 Penalty: 92242.843750
Iteration 249Q: 28 clusters Score -1.326901e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1487 members 
Mstep: Class 4 contains 30081 members 
Mstep: Class 5 contains 180732 members 
Mstep: Class 6 contains 132455 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31945 members 
Mstep: Class 9 contains 18134 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39325 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157331 members 
Mstep: Class 15 contains 27754 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166420 members 
Mstep: Class 22 contains 88838 members 
Mstep: Class 23 contains 63694 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690096.000000 Penalty: 92242.843750
Iteration 250Q: 28 clusters Score -1.326901e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1489 members 
Mstep: Class 4 contains 30081 members 
Mstep: Class 5 contains 180732 members 
Mstep: Class 6 contains 132462 members 
Mstep: Class 7 contains 8232 members 
Mstep: Class 8 contains 31944 members 
Mstep: Class 9 contains 18134 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39321 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157324 members 
Mstep: Class 15 contains 27754 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166417 members 
Mstep: Class 22 contains 88842 members 
Mstep: Class 23 contains 63695 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690184.000000 Penalty: 92242.843750
Iteration 251Q: 28 clusters Score -1.326902e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1489 members 
Mstep: Class 4 contains 30085 members 
Mstep: Class 5 contains 180732 members 
Mstep: Class 6 contains 132472 members 
Mstep: Class 7 contains 8232 members 
Mstep: Class 8 contains 31942 members 
Mstep: Class 9 contains 18135 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39318 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157317 members 
Mstep: Class 15 contains 27760 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166412 members 
Mstep: Class 22 contains 88838 members 
Mstep: Class 23 contains 63695 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690056.000000 Penalty: 92242.843750
Iteration 252Q: 28 clusters Score -1.326901e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1489 members 
Mstep: Class 4 contains 30087 members 
Mstep: Class 5 contains 180731 members 
Mstep: Class 6 contains 132473 members 
Mstep: Class 7 contains 8233 members 
Mstep: Class 8 contains 31943 members 
Mstep: Class 9 contains 18135 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39317 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157321 members 
Mstep: Class 15 contains 27766 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166401 members 
Mstep: Class 22 contains 88836 members 
Mstep: Class 23 contains 63695 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690104.000000 Penalty: 92242.843750
Iteration 253Q: 28 clusters Score -1.326901e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1489 members 
Mstep: Class 4 contains 30089 members 
Mstep: Class 5 contains 180733 members 
Mstep: Class 6 contains 132476 members 
Mstep: Class 7 contains 8232 members 
Mstep: Class 8 contains 31943 members 
Mstep: Class 9 contains 18135 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39316 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157319 members 
Mstep: Class 15 contains 27772 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166394 members 
Mstep: Class 22 contains 88833 members 
Mstep: Class 23 contains 63696 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690096.000000 Penalty: 92242.843750
Iteration 254Q: 28 clusters Score -1.326901e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1489 members 
Mstep: Class 4 contains 30086 members 
Mstep: Class 5 contains 180733 members 
Mstep: Class 6 contains 132476 members 
Mstep: Class 7 contains 8232 members 
Mstep: Class 8 contains 31946 members 
Mstep: Class 9 contains 18137 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39314 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157315 members 
Mstep: Class 15 contains 27777 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166394 members 
Mstep: Class 22 contains 88831 members 
Mstep: Class 23 contains 63696 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690104.000000 Penalty: 92242.843750
Iteration 255Q: 28 clusters Score -1.326901e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1489 members 
Mstep: Class 4 contains 30085 members 
Mstep: Class 5 contains 180735 members 
Mstep: Class 6 contains 132475 members 
Mstep: Class 7 contains 8232 members 
Mstep: Class 8 contains 31947 members 
Mstep: Class 9 contains 18137 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39310 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157305 members 
Mstep: Class 15 contains 27779 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166407 members 
Mstep: Class 22 contains 88830 members 
Mstep: Class 23 contains 63694 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690104.000000 Penalty: 92242.843750
Iteration 256Q: 28 clusters Score -1.326901e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1489 members 
Mstep: Class 4 contains 30088 members 
Mstep: Class 5 contains 180739 members 
Mstep: Class 6 contains 132474 members 
Mstep: Class 7 contains 8232 members 
Mstep: Class 8 contains 31948 members 
Mstep: Class 9 contains 18137 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39309 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157299 members 
Mstep: Class 15 contains 27780 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166411 members 
Mstep: Class 22 contains 88824 members 
Mstep: Class 23 contains 63695 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690144.000000 Penalty: 92242.843750
Iteration 257Q: 28 clusters Score -1.326901e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1489 members 
Mstep: Class 4 contains 30090 members 
Mstep: Class 5 contains 180741 members 
Mstep: Class 6 contains 132474 members 
Mstep: Class 7 contains 8232 members 
Mstep: Class 8 contains 31946 members 
Mstep: Class 9 contains 18137 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39306 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157296 members 
Mstep: Class 15 contains 27782 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166415 members 
Mstep: Class 22 contains 88820 members 
Mstep: Class 23 contains 63697 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690168.000000 Penalty: 92242.843750
Iteration 258Q: 28 clusters Score -1.326902e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1489 members 
Mstep: Class 4 contains 30090 members 
Mstep: Class 5 contains 180742 members 
Mstep: Class 6 contains 132475 members 
Mstep: Class 7 contains 8232 members 
Mstep: Class 8 contains 31948 members 
Mstep: Class 9 contains 18137 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39307 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157290 members 
Mstep: Class 15 contains 27784 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166411 members 
Mstep: Class 22 contains 88823 members 
Mstep: Class 23 contains 63697 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690104.000000 Penalty: 92242.843750
Iteration 259Q: 28 clusters Score -1.326901e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1489 members 
Mstep: Class 4 contains 30094 members 
Mstep: Class 5 contains 180742 members 
Mstep: Class 6 contains 132473 members 
Mstep: Class 7 contains 8232 members 
Mstep: Class 8 contains 31947 members 
Mstep: Class 9 contains 18137 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39306 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157295 members 
Mstep: Class 15 contains 27785 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166406 members 
Mstep: Class 22 contains 88821 members 
Mstep: Class 23 contains 63698 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690160.000000 Penalty: 92242.843750
Iteration 260F: 28 clusters Score -1.326902e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1489 members 
Mstep: Class 4 contains 30097 members 
Mstep: Class 5 contains 180743 members 
Mstep: Class 6 contains 132471 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31949 members 
Mstep: Class 9 contains 18137 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39305 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157289 members 
Mstep: Class 15 contains 27786 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166415 members 
Mstep: Class 22 contains 88814 members 
Mstep: Class 23 contains 63699 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690208.000000 Penalty: 92242.843750
Iteration 261Q: 28 clusters Score -1.326902e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1489 members 
Mstep: Class 4 contains 30098 members 
Mstep: Class 5 contains 180745 members 
Mstep: Class 6 contains 132470 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31951 members 
Mstep: Class 9 contains 18137 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39302 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157286 members 
Mstep: Class 15 contains 27788 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166417 members 
Mstep: Class 22 contains 88810 members 
Mstep: Class 23 contains 63701 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690192.000000 Penalty: 92242.843750
Iteration 262Q: 28 clusters Score -1.326902e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1489 members 
Mstep: Class 4 contains 30098 members 
Mstep: Class 5 contains 180746 members 
Mstep: Class 6 contains 132468 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31951 members 
Mstep: Class 9 contains 18137 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39301 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157284 members 
Mstep: Class 15 contains 27790 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166420 members 
Mstep: Class 22 contains 88809 members 
Mstep: Class 23 contains 63701 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690232.000000 Penalty: 92242.843750
Iteration 263Q: 28 clusters Score -1.326902e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1489 members 
Mstep: Class 4 contains 30099 members 
Mstep: Class 5 contains 180745 members 
Mstep: Class 6 contains 132468 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31948 members 
Mstep: Class 9 contains 18138 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39298 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157283 members 
Mstep: Class 15 contains 27790 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166420 members 
Mstep: Class 22 contains 88814 members 
Mstep: Class 23 contains 63702 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690200.000000 Penalty: 92242.843750
Iteration 264Q: 28 clusters Score -1.326902e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1489 members 
Mstep: Class 4 contains 30100 members 
Mstep: Class 5 contains 180746 members 
Mstep: Class 6 contains 132470 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31946 members 
Mstep: Class 9 contains 18139 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39294 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157287 members 
Mstep: Class 15 contains 27789 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166414 members 
Mstep: Class 22 contains 88818 members 
Mstep: Class 23 contains 63702 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690184.000000 Penalty: 92242.843750
Iteration 265Q: 28 clusters Score -1.326902e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1489 members 
Mstep: Class 4 contains 30100 members 
Mstep: Class 5 contains 180744 members 
Mstep: Class 6 contains 132472 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31945 members 
Mstep: Class 9 contains 18140 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39292 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157286 members 
Mstep: Class 15 contains 27787 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166414 members 
Mstep: Class 22 contains 88823 members 
Mstep: Class 23 contains 63702 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690112.000000 Penalty: 92242.843750
Iteration 266Q: 28 clusters Score -1.326901e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1489 members 
Mstep: Class 4 contains 30100 members 
Mstep: Class 5 contains 180745 members 
Mstep: Class 6 contains 132473 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31943 members 
Mstep: Class 9 contains 18139 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39290 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157285 members 
Mstep: Class 15 contains 27788 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166412 members 
Mstep: Class 22 contains 88828 members 
Mstep: Class 23 contains 63702 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690128.000000 Penalty: 92242.843750
Iteration 267Q: 28 clusters Score -1.326901e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1489 members 
Mstep: Class 4 contains 30100 members 
Mstep: Class 5 contains 180749 members 
Mstep: Class 6 contains 132474 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31941 members 
Mstep: Class 9 contains 18138 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39289 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157284 members 
Mstep: Class 15 contains 27789 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166407 members 
Mstep: Class 22 contains 88832 members 
Mstep: Class 23 contains 63702 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690096.000000 Penalty: 92242.843750
Iteration 268Q: 28 clusters Score -1.326901e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1489 members 
Mstep: Class 4 contains 30101 members 
Mstep: Class 5 contains 180747 members 
Mstep: Class 6 contains 132473 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31942 members 
Mstep: Class 9 contains 18139 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39287 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157290 members 
Mstep: Class 15 contains 27789 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166403 members 
Mstep: Class 22 contains 88832 members 
Mstep: Class 23 contains 63702 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690144.000000 Penalty: 92242.843750
Iteration 269Q: 28 clusters Score -1.326901e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30100 members 
Mstep: Class 5 contains 180745 members 
Mstep: Class 6 contains 132473 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31943 members 
Mstep: Class 9 contains 18141 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39287 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157293 members 
Mstep: Class 15 contains 27789 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166400 members 
Mstep: Class 22 contains 88832 members 
Mstep: Class 23 contains 63703 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690144.000000 Penalty: 92242.843750
Iteration 270Q: 28 clusters Score -1.326901e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30100 members 
Mstep: Class 5 contains 180741 members 
Mstep: Class 6 contains 132474 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31943 members 
Mstep: Class 9 contains 18144 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39285 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157291 members 
Mstep: Class 15 contains 27789 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166404 members 
Mstep: Class 22 contains 88833 members 
Mstep: Class 23 contains 63702 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690168.000000 Penalty: 92242.843750
Iteration 271Q: 28 clusters Score -1.326902e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30101 members 
Mstep: Class 5 contains 180740 members 
Mstep: Class 6 contains 132475 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31943 members 
Mstep: Class 9 contains 18145 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39282 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157290 members 
Mstep: Class 15 contains 27790 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166403 members 
Mstep: Class 22 contains 88835 members 
Mstep: Class 23 contains 63702 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690128.000000 Penalty: 92242.843750
Iteration 272Q: 28 clusters Score -1.326901e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30102 members 
Mstep: Class 5 contains 180736 members 
Mstep: Class 6 contains 132476 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31942 members 
Mstep: Class 9 contains 18147 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39276 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157296 members 
Mstep: Class 15 contains 27789 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166401 members 
Mstep: Class 22 contains 88839 members 
Mstep: Class 23 contains 63702 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690136.000000 Penalty: 92242.843750
Iteration 273Q: 28 clusters Score -1.326901e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30102 members 
Mstep: Class 5 contains 180737 members 
Mstep: Class 6 contains 132477 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31941 members 
Mstep: Class 9 contains 18149 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39274 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157298 members 
Mstep: Class 15 contains 27790 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166397 members 
Mstep: Class 22 contains 88838 members 
Mstep: Class 23 contains 63703 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690136.000000 Penalty: 92242.843750
Iteration 274Q: 28 clusters Score -1.326901e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30103 members 
Mstep: Class 5 contains 180737 members 
Mstep: Class 6 contains 132478 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31941 members 
Mstep: Class 9 contains 18150 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39272 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157298 members 
Mstep: Class 15 contains 27790 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166398 members 
Mstep: Class 22 contains 88835 members 
Mstep: Class 23 contains 63704 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690104.000000 Penalty: 92242.843750
Iteration 275Q: 28 clusters Score -1.326901e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30105 members 
Mstep: Class 5 contains 180737 members 
Mstep: Class 6 contains 132480 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31941 members 
Mstep: Class 9 contains 18149 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39271 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157297 members 
Mstep: Class 15 contains 27791 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166396 members 
Mstep: Class 22 contains 88835 members 
Mstep: Class 23 contains 63704 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690192.000000 Penalty: 92242.843750
Iteration 276Q: 28 clusters Score -1.326902e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30105 members 
Mstep: Class 5 contains 180738 members 
Mstep: Class 6 contains 132479 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31941 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39270 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157291 members 
Mstep: Class 15 contains 27794 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166401 members 
Mstep: Class 22 contains 88836 members 
Mstep: Class 23 contains 63703 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690200.000000 Penalty: 92242.843750
Iteration 277Q: 28 clusters Score -1.326902e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30103 members 
Mstep: Class 5 contains 180740 members 
Mstep: Class 6 contains 132481 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31940 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39270 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157288 members 
Mstep: Class 15 contains 27797 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166401 members 
Mstep: Class 22 contains 88836 members 
Mstep: Class 23 contains 63703 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690248.000000 Penalty: 92242.843750
Iteration 278Q: 28 clusters Score -1.326902e+08 nChanged 23
Entering ConstructFrom: 
Score: -132690248.000000 Penalty: 92242.843750
Entering ConstructFrom: 
Trying to split cluster 1 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -75731.757812 Penalty: 1609.322754
	Iteration 0F: 2 clusters Score -75731.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -74103.234375 Penalty: 3218.645508
	Iteration 0F: 3 clusters Score -74103.23 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -74458.062500 Penalty: 3218.645508
	Iteration 1F: 3 clusters Score -74458.06 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -74652.984375 Penalty: 3218.645508
	Iteration 2F: 3 clusters Score -74652.98 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -74874.023438 Penalty: 3218.645508
	Iteration 3F: 3 clusters Score -74874.02 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -75090.500000 Penalty: 3218.645508
	Iteration 4F: 3 clusters Score -75090.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -75256.812500 Penalty: 3218.645508
	Iteration 5Q: 3 clusters Score -75256.81 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -75457.398438 Penalty: 3218.645508
	Iteration 6F: 3 clusters Score -75457.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -75600.414062 Penalty: 3218.645508
	Iteration 7Q: 3 clusters Score -75600.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -75697.984375 Penalty: 3218.645508
	Iteration 8Q: 3 clusters Score -75697.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -75743.468750 Penalty: 3218.645508
	Iteration 9Q: 3 clusters Score -75743.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -75785.132812 Penalty: 3218.645508
	Iteration 10Q: 3 clusters Score -75785.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -75805.875000 Penalty: 3218.645508
	Iteration 11Q: 3 clusters Score -75805.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -75829.210938 Penalty: 3218.645508
	Iteration 12Q: 3 clusters Score -75829.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -75847.968750 Penalty: 3218.645508
	Iteration 13Q: 3 clusters Score -75847.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -75890.726562 Penalty: 3218.645508
	Iteration 14Q: 3 clusters Score -75890.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -75983.250000 Penalty: 3218.645508
	Iteration 15Q: 3 clusters Score -75983.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -76102.039062 Penalty: 3218.645508
	Iteration 16Q: 3 clusters Score -76102.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -76216.515625 Penalty: 3218.645508
	Iteration 17Q: 3 clusters Score -76216.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -76297.671875 Penalty: 3218.645508
	Iteration 18Q: 3 clusters Score -76297.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -76354.289062 Penalty: 3218.645508
	Iteration 19Q: 3 clusters Score -76354.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -76360.898438 Penalty: 3218.645508
	Iteration 20F: 3 clusters Score -76360.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30102 members 
Mstep: Class 5 contains 180741 members 
Mstep: Class 6 contains 132484 members 
Mstep: Class 7 contains 8229 members 
Mstep: Class 8 contains 31940 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39270 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157281 members 
Mstep: Class 15 contains 27798 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166402 members 
Mstep: Class 22 contains 88839 members 
Mstep: Class 23 contains 63703 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Mstep: Class 28 contains 332 members 
Entering Unmasked Estep 
Score: -132689128.000000 Penalty: 95659.250000
Splitting cluster 1 changes total score from -132690248.000000 to -132689128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -69633.234375 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -69633.23 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 320 members 
Entering Unmasked Estep 
Score: -68091.625000 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -68091.62 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -68481.820312 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -68481.82 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -68858.851562 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -68858.85 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -69933.296875 Penalty: 3193.125000
	Iteration 3F: 3 clusters Score -69933.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -70215.718750 Penalty: 3193.125000
	Iteration 4F: 3 clusters Score -70215.72 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -70306.164062 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -70306.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -70351.187500 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -70351.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -70396.015625 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -70396.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -70420.476562 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -70420.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -70432.507812 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -70432.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -70432.507812 Penalty: 3193.125000
	Iteration 10F: 3 clusters Score -70432.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 514 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30102 members 
Mstep: Class 5 contains 180741 members 
Mstep: Class 6 contains 132484 members 
Mstep: Class 7 contains 8229 members 
Mstep: Class 8 contains 31940 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39270 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157281 members 
Mstep: Class 15 contains 27798 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166402 members 
Mstep: Class 22 contains 88839 members 
Mstep: Class 23 contains 63703 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Mstep: Class 28 contains 111 members 
Entering Unmasked Estep 
Score: -132689232.000000 Penalty: 95659.250000
Splitting cluster 2 changes total score from -132690248.000000 to -132689232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Entering Unmasked Estep 
Score: -206385.625000 Penalty: 1811.686646
	Iteration 0F: 2 clusters Score -206385.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -204060.062500 Penalty: 3623.373291
	Iteration 0F: 3 clusters Score -204060.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -204430.656250 Penalty: 3623.373291
	Iteration 1F: 3 clusters Score -204430.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -204544.953125 Penalty: 3623.373291
	Iteration 2F: 3 clusters Score -204545 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -204614.218750 Penalty: 3623.373291
	Iteration 3Q: 3 clusters Score -204614.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -204655.421875 Penalty: 3623.373291
	Iteration 4Q: 3 clusters Score -204655.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -204683.984375 Penalty: 3623.373291
	Iteration 5Q: 3 clusters Score -204684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -204709.578125 Penalty: 3623.373291
	Iteration 6Q: 3 clusters Score -204709.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -204725.812500 Penalty: 3623.373291
	Iteration 7Q: 3 clusters Score -204725.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -204735.250000 Penalty: 3623.373291
	Iteration 8Q: 3 clusters Score -204735.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -204742.937500 Penalty: 3623.373291
	Iteration 9Q: 3 clusters Score -204742.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -204752.078125 Penalty: 3623.373291
	Iteration 10Q: 3 clusters Score -204752.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -204757.765625 Penalty: 3623.373291
	Iteration 11Q: 3 clusters Score -204757.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -204762.046875 Penalty: 3623.373291
	Iteration 12Q: 3 clusters Score -204762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -204764.453125 Penalty: 3623.373291
	Iteration 13Q: 3 clusters Score -204764.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -204766.421875 Penalty: 3623.373291
	Iteration 14Q: 3 clusters Score -204766.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -204768.734375 Penalty: 3623.373291
	Iteration 15Q: 3 clusters Score -204768.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -204769.484375 Penalty: 3623.373291
	Iteration 16Q: 3 clusters Score -204769.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -204770.125000 Penalty: 3623.373291
	Iteration 17Q: 3 clusters Score -204770.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -204770.125000 Penalty: 3623.373291
	Iteration 18F: 3 clusters Score -204770.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Entering Unmasked Estep 
Score: -4270952.500000 Penalty: 2557.461914
	Iteration 0F: 2 clusters Score -4270952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -4250356.500000 Penalty: 5114.923828
	Iteration 0F: 3 clusters Score -4250356 nChanged 13556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -4257644.000000 Penalty: 5114.923828
	Iteration 1F: 3 clusters Score -4257644 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -4258277.500000 Penalty: 5114.923828
	Iteration 2F: 3 clusters Score -4258278 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -4259002.500000 Penalty: 5114.923828
	Iteration 3Q: 3 clusters Score -4259002 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -4259895.500000 Penalty: 5114.923828
	Iteration 4F: 3 clusters Score -4259896 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -4260777.500000 Penalty: 5114.923828
	Iteration 5F: 3 clusters Score -4260778 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -4261720.000000 Penalty: 5114.923828
	Iteration 6F: 3 clusters Score -4261720 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -4262708.500000 Penalty: 5114.923828
	Iteration 7F: 3 clusters Score -4262708 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -4263687.000000 Penalty: 5114.923828
	Iteration 8F: 3 clusters Score -4263687 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -4264662.500000 Penalty: 5114.923828
	Iteration 9Q: 3 clusters Score -4264662 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -4265602.000000 Penalty: 5114.923828
	Iteration 10Q: 3 clusters Score -4265602 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -4266497.500000 Penalty: 5114.923828
	Iteration 11Q: 3 clusters Score -4266498 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -4267301.000000 Penalty: 5114.923828
	Iteration 12Q: 3 clusters Score -4267301 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -4267951.000000 Penalty: 5114.923828
	Iteration 13Q: 3 clusters Score -4267951 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -4268381.500000 Penalty: 5114.923828
	Iteration 14Q: 3 clusters Score -4268382 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -4268647.000000 Penalty: 5114.923828
	Iteration 15Q: 3 clusters Score -4268647 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -4268797.500000 Penalty: 5114.923828
	Iteration 16Q: 3 clusters Score -4268798 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -4268919.500000 Penalty: 5114.923828
	Iteration 17Q: 3 clusters Score -4268920 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -4269006.500000 Penalty: 5114.923828
	Iteration 18Q: 3 clusters Score -4269006 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -4269074.000000 Penalty: 5114.923828
	Iteration 19Q: 3 clusters Score -4269074 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -4269156.000000 Penalty: 5114.923828
	Iteration 20F: 3 clusters Score -4269156 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -4269204.500000 Penalty: 5114.923828
	Iteration 21Q: 3 clusters Score -4269204 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -4269241.500000 Penalty: 5114.923828
	Iteration 22Q: 3 clusters Score -4269242 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4269275.500000 Penalty: 5114.923828
	Iteration 23Q: 3 clusters Score -4269276 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4269298.500000 Penalty: 5114.923828
	Iteration 24Q: 3 clusters Score -4269298 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4269311.000000 Penalty: 5114.923828
	Iteration 25Q: 3 clusters Score -4269311 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4269328.000000 Penalty: 5114.923828
	Iteration 26Q: 3 clusters Score -4269328 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4269345.000000 Penalty: 5114.923828
	Iteration 27Q: 3 clusters Score -4269345 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -4269347.500000 Penalty: 5114.923828
	Iteration 28Q: 3 clusters Score -4269348 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -4269370.000000 Penalty: 5114.923828
	Iteration 29Q: 3 clusters Score -4269370 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4269377.000000 Penalty: 5114.923828
	Iteration 30Q: 3 clusters Score -4269377 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -4269383.000000 Penalty: 5114.923828
	Iteration 31Q: 3 clusters Score -4269383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4269389.000000 Penalty: 5114.923828
	Iteration 32Q: 3 clusters Score -4269389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4269389.000000 Penalty: 5114.923828
	Iteration 33Q: 3 clusters Score -4269389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4269391.000000 Penalty: 5114.923828
	Iteration 34Q: 3 clusters Score -4269391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4269395.500000 Penalty: 5114.923828
	Iteration 35Q: 3 clusters Score -4269396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4269397.500000 Penalty: 5114.923828
	Iteration 36Q: 3 clusters Score -4269398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4269394.000000 Penalty: 5114.923828
	Iteration 37Q: 3 clusters Score -4269394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4269395.000000 Penalty: 5114.923828
	Iteration 38Q: 3 clusters Score -4269395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4269398.500000 Penalty: 5114.923828
	Iteration 39Q: 3 clusters Score -4269398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4269398.500000 Penalty: 5114.923828
	Iteration 40F: 3 clusters Score -4269398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (180741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180741 members 
Entering Unmasked Estep 
Score: -25453922.000000 Penalty: 3001.995361
	Iteration 0F: 2 clusters Score -2.545392e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90797 members 
Mstep: Class 2 contains 89944 members 
Entering Unmasked Estep 
Score: -25347230.000000 Penalty: 6003.990723
	Iteration 0F: 3 clusters Score -2.534723e+07 nChanged 86712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98863 members 
Mstep: Class 2 contains 81878 members 
Entering Unmasked Estep 
Score: -25399116.000000 Penalty: 6003.990723
	Iteration 1F: 3 clusters Score -2.539912e+07 nChanged 7543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103202 members 
Mstep: Class 2 contains 77539 members 
Entering Unmasked Estep 
Score: -25401194.000000 Penalty: 6003.990723
	Iteration 2Q: 3 clusters Score -2.540119e+07 nChanged 9327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109365 members 
Mstep: Class 2 contains 71376 members 
Entering Unmasked Estep 
Score: -25404954.000000 Penalty: 6003.990723
	Iteration 3F: 3 clusters Score -2.540495e+07 nChanged 11332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117595 members 
Mstep: Class 2 contains 63146 members 
Entering Unmasked Estep 
Score: -25410424.000000 Penalty: 6003.990723
	Iteration 4F: 3 clusters Score -2.541042e+07 nChanged 12570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126875 members 
Mstep: Class 2 contains 53866 members 
Entering Unmasked Estep 
Score: -25418234.000000 Penalty: 6003.990723
	Iteration 5F: 3 clusters Score -2.541823e+07 nChanged 12199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134876 members 
Mstep: Class 2 contains 45865 members 
Entering Unmasked Estep 
Score: -25427472.000000 Penalty: 6003.990723
	Iteration 6F: 3 clusters Score -2.542747e+07 nChanged 10412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139492 members 
Mstep: Class 2 contains 41249 members 
Entering Unmasked Estep 
Score: -25434984.000000 Penalty: 6003.990723
	Iteration 7F: 3 clusters Score -2.543498e+07 nChanged 8002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140968 members 
Mstep: Class 2 contains 39773 members 
Entering Unmasked Estep 
Score: -25439008.000000 Penalty: 6003.990723
	Iteration 8Q: 3 clusters Score -2.543901e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141069 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -25439838.000000 Penalty: 6003.990723
	Iteration 9Q: 3 clusters Score -2.543984e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140947 members 
Mstep: Class 2 contains 39794 members 
Entering Unmasked Estep 
Score: -25439946.000000 Penalty: 6003.990723
	Iteration 10Q: 3 clusters Score -2.543995e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140797 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -25440132.000000 Penalty: 6003.990723
	Iteration 11Q: 3 clusters Score -2.544013e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140585 members 
Mstep: Class 2 contains 40156 members 
Entering Unmasked Estep 
Score: -25440200.000000 Penalty: 6003.990723
	Iteration 12Q: 3 clusters Score -2.54402e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140266 members 
Mstep: Class 2 contains 40475 members 
Entering Unmasked Estep 
Score: -25440290.000000 Penalty: 6003.990723
	Iteration 13Q: 3 clusters Score -2.544029e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139923 members 
Mstep: Class 2 contains 40818 members 
Entering Unmasked Estep 
Score: -25440378.000000 Penalty: 6003.990723
	Iteration 14Q: 3 clusters Score -2.544038e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139594 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -25440516.000000 Penalty: 6003.990723
	Iteration 15Q: 3 clusters Score -2.544052e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139182 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -25440578.000000 Penalty: 6003.990723
	Iteration 16Q: 3 clusters Score -2.544058e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138735 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -25440652.000000 Penalty: 6003.990723
	Iteration 17Q: 3 clusters Score -2.544065e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138286 members 
Mstep: Class 2 contains 42455 members 
Entering Unmasked Estep 
Score: -25440564.000000 Penalty: 6003.990723
	Iteration 18Q: 3 clusters Score -2.544056e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137901 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -25440576.000000 Penalty: 6003.990723
	Iteration 19Q: 3 clusters Score -2.544058e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137511 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -25440516.000000 Penalty: 6003.990723
	Iteration 20F: 3 clusters Score -2.544052e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137111 members 
Mstep: Class 2 contains 43630 members 
Entering Unmasked Estep 
Score: -25440576.000000 Penalty: 6003.990723
	Iteration 21Q: 3 clusters Score -2.544058e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136727 members 
Mstep: Class 2 contains 44014 members 
Entering Unmasked Estep 
Score: -25440586.000000 Penalty: 6003.990723
	Iteration 22Q: 3 clusters Score -2.544059e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136355 members 
Mstep: Class 2 contains 44386 members 
Entering Unmasked Estep 
Score: -25440590.000000 Penalty: 6003.990723
	Iteration 23Q: 3 clusters Score -2.544059e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135961 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -25440624.000000 Penalty: 6003.990723
	Iteration 24Q: 3 clusters Score -2.544062e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135566 members 
Mstep: Class 2 contains 45175 members 
Entering Unmasked Estep 
Score: -25440746.000000 Penalty: 6003.990723
	Iteration 25Q: 3 clusters Score -2.544075e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135153 members 
Mstep: Class 2 contains 45588 members 
Entering Unmasked Estep 
Score: -25440936.000000 Penalty: 6003.990723
	Iteration 26Q: 3 clusters Score -2.544094e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134721 members 
Mstep: Class 2 contains 46020 members 
Entering Unmasked Estep 
Score: -25441018.000000 Penalty: 6003.990723
	Iteration 27Q: 3 clusters Score -2.544102e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134277 members 
Mstep: Class 2 contains 46464 members 
Entering Unmasked Estep 
Score: -25441072.000000 Penalty: 6003.990723
	Iteration 28Q: 3 clusters Score -2.544107e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133799 members 
Mstep: Class 2 contains 46942 members 
Entering Unmasked Estep 
Score: -25441136.000000 Penalty: 6003.990723
	Iteration 29Q: 3 clusters Score -2.544114e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133303 members 
Mstep: Class 2 contains 47438 members 
Entering Unmasked Estep 
Score: -25441226.000000 Penalty: 6003.990723
	Iteration 30Q: 3 clusters Score -2.544123e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132814 members 
Mstep: Class 2 contains 47927 members 
Entering Unmasked Estep 
Score: -25441252.000000 Penalty: 6003.990723
	Iteration 31Q: 3 clusters Score -2.544125e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132323 members 
Mstep: Class 2 contains 48418 members 
Entering Unmasked Estep 
Score: -25441418.000000 Penalty: 6003.990723
	Iteration 32Q: 3 clusters Score -2.544142e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131839 members 
Mstep: Class 2 contains 48902 members 
Entering Unmasked Estep 
Score: -25441446.000000 Penalty: 6003.990723
	Iteration 33Q: 3 clusters Score -2.544145e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131341 members 
Mstep: Class 2 contains 49400 members 
Entering Unmasked Estep 
Score: -25441572.000000 Penalty: 6003.990723
	Iteration 34Q: 3 clusters Score -2.544157e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130884 members 
Mstep: Class 2 contains 49857 members 
Entering Unmasked Estep 
Score: -25441724.000000 Penalty: 6003.990723
	Iteration 35Q: 3 clusters Score -2.544172e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130443 members 
Mstep: Class 2 contains 50298 members 
Entering Unmasked Estep 
Score: -25441820.000000 Penalty: 6003.990723
	Iteration 36Q: 3 clusters Score -2.544182e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130046 members 
Mstep: Class 2 contains 50695 members 
Entering Unmasked Estep 
Score: -25441994.000000 Penalty: 6003.990723
	Iteration 37Q: 3 clusters Score -2.544199e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129659 members 
Mstep: Class 2 contains 51082 members 
Entering Unmasked Estep 
Score: -25442102.000000 Penalty: 6003.990723
	Iteration 38Q: 3 clusters Score -2.54421e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129286 members 
Mstep: Class 2 contains 51455 members 
Entering Unmasked Estep 
Score: -25442136.000000 Penalty: 6003.990723
	Iteration 39Q: 3 clusters Score -2.544214e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128897 members 
Mstep: Class 2 contains 51844 members 
Entering Unmasked Estep 
Score: -25442164.000000 Penalty: 6003.990723
	Iteration 40F: 3 clusters Score -2.544216e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128530 members 
Mstep: Class 2 contains 52211 members 
Entering Unmasked Estep 
Score: -25442332.000000 Penalty: 6003.990723
	Iteration 41Q: 3 clusters Score -2.544233e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128195 members 
Mstep: Class 2 contains 52546 members 
Entering Unmasked Estep 
Score: -25442366.000000 Penalty: 6003.990723
	Iteration 42Q: 3 clusters Score -2.544237e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127856 members 
Mstep: Class 2 contains 52885 members 
Entering Unmasked Estep 
Score: -25442448.000000 Penalty: 6003.990723
	Iteration 43Q: 3 clusters Score -2.544245e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127533 members 
Mstep: Class 2 contains 53208 members 
Entering Unmasked Estep 
Score: -25442544.000000 Penalty: 6003.990723
	Iteration 44Q: 3 clusters Score -2.544254e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127200 members 
Mstep: Class 2 contains 53541 members 
Entering Unmasked Estep 
Score: -25442602.000000 Penalty: 6003.990723
	Iteration 45Q: 3 clusters Score -2.54426e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126853 members 
Mstep: Class 2 contains 53888 members 
Entering Unmasked Estep 
Score: -25442688.000000 Penalty: 6003.990723
	Iteration 46Q: 3 clusters Score -2.544269e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126520 members 
Mstep: Class 2 contains 54221 members 
Entering Unmasked Estep 
Score: -25442752.000000 Penalty: 6003.990723
	Iteration 47Q: 3 clusters Score -2.544275e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126158 members 
Mstep: Class 2 contains 54583 members 
Entering Unmasked Estep 
Score: -25442818.000000 Penalty: 6003.990723
	Iteration 48Q: 3 clusters Score -2.544282e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125809 members 
Mstep: Class 2 contains 54932 members 
Entering Unmasked Estep 
Score: -25442876.000000 Penalty: 6003.990723
	Iteration 49Q: 3 clusters Score -2.544288e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125486 members 
Mstep: Class 2 contains 55255 members 
Entering Unmasked Estep 
Score: -25442924.000000 Penalty: 6003.990723
	Iteration 50Q: 3 clusters Score -2.544292e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125141 members 
Mstep: Class 2 contains 55600 members 
Entering Unmasked Estep 
Score: -25442940.000000 Penalty: 6003.990723
	Iteration 51Q: 3 clusters Score -2.544294e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124787 members 
Mstep: Class 2 contains 55954 members 
Entering Unmasked Estep 
Score: -25443034.000000 Penalty: 6003.990723
	Iteration 52Q: 3 clusters Score -2.544303e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124413 members 
Mstep: Class 2 contains 56328 members 
Entering Unmasked Estep 
Score: -25443072.000000 Penalty: 6003.990723
	Iteration 53Q: 3 clusters Score -2.544307e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124008 members 
Mstep: Class 2 contains 56733 members 
Entering Unmasked Estep 
Score: -25443150.000000 Penalty: 6003.990723
	Iteration 54Q: 3 clusters Score -2.544315e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123629 members 
Mstep: Class 2 contains 57112 members 
Entering Unmasked Estep 
Score: -25443190.000000 Penalty: 6003.990723
	Iteration 55Q: 3 clusters Score -2.544319e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123255 members 
Mstep: Class 2 contains 57486 members 
Entering Unmasked Estep 
Score: -25443280.000000 Penalty: 6003.990723
	Iteration 56Q: 3 clusters Score -2.544328e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122888 members 
Mstep: Class 2 contains 57853 members 
Entering Unmasked Estep 
Score: -25443278.000000 Penalty: 6003.990723
	Iteration 57Q: 3 clusters Score -2.544328e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122509 members 
Mstep: Class 2 contains 58232 members 
Entering Unmasked Estep 
Score: -25443298.000000 Penalty: 6003.990723
	Iteration 58Q: 3 clusters Score -2.54433e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122109 members 
Mstep: Class 2 contains 58632 members 
Entering Unmasked Estep 
Score: -25443316.000000 Penalty: 6003.990723
	Iteration 59Q: 3 clusters Score -2.544332e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121721 members 
Mstep: Class 2 contains 59020 members 
Entering Unmasked Estep 
Score: -25443282.000000 Penalty: 6003.990723
	Iteration 60F: 3 clusters Score -2.544328e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121338 members 
Mstep: Class 2 contains 59403 members 
Entering Unmasked Estep 
Score: -25443228.000000 Penalty: 6003.990723
	Iteration 61Q: 3 clusters Score -2.544323e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120946 members 
Mstep: Class 2 contains 59795 members 
Entering Unmasked Estep 
Score: -25443258.000000 Penalty: 6003.990723
	Iteration 62Q: 3 clusters Score -2.544326e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120580 members 
Mstep: Class 2 contains 60161 members 
Entering Unmasked Estep 
Score: -25443202.000000 Penalty: 6003.990723
	Iteration 63Q: 3 clusters Score -2.54432e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120194 members 
Mstep: Class 2 contains 60547 members 
Entering Unmasked Estep 
Score: -25443266.000000 Penalty: 6003.990723
	Iteration 64Q: 3 clusters Score -2.544327e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119804 members 
Mstep: Class 2 contains 60937 members 
Entering Unmasked Estep 
Score: -25443328.000000 Penalty: 6003.990723
	Iteration 65Q: 3 clusters Score -2.544333e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119415 members 
Mstep: Class 2 contains 61326 members 
Entering Unmasked Estep 
Score: -25443310.000000 Penalty: 6003.990723
	Iteration 66Q: 3 clusters Score -2.544331e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119066 members 
Mstep: Class 2 contains 61675 members 
Entering Unmasked Estep 
Score: -25443316.000000 Penalty: 6003.990723
	Iteration 67Q: 3 clusters Score -2.544332e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118733 members 
Mstep: Class 2 contains 62008 members 
Entering Unmasked Estep 
Score: -25443324.000000 Penalty: 6003.990723
	Iteration 68Q: 3 clusters Score -2.544332e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118407 members 
Mstep: Class 2 contains 62334 members 
Entering Unmasked Estep 
Score: -25443314.000000 Penalty: 6003.990723
	Iteration 69Q: 3 clusters Score -2.544331e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118073 members 
Mstep: Class 2 contains 62668 members 
Entering Unmasked Estep 
Score: -25443376.000000 Penalty: 6003.990723
	Iteration 70Q: 3 clusters Score -2.544338e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117741 members 
Mstep: Class 2 contains 63000 members 
Entering Unmasked Estep 
Score: -25443374.000000 Penalty: 6003.990723
	Iteration 71Q: 3 clusters Score -2.544337e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117411 members 
Mstep: Class 2 contains 63330 members 
Entering Unmasked Estep 
Score: -25443352.000000 Penalty: 6003.990723
	Iteration 72Q: 3 clusters Score -2.544335e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117098 members 
Mstep: Class 2 contains 63643 members 
Entering Unmasked Estep 
Score: -25443378.000000 Penalty: 6003.990723
	Iteration 73Q: 3 clusters Score -2.544338e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116799 members 
Mstep: Class 2 contains 63942 members 
Entering Unmasked Estep 
Score: -25443460.000000 Penalty: 6003.990723
	Iteration 74Q: 3 clusters Score -2.544346e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116506 members 
Mstep: Class 2 contains 64235 members 
Entering Unmasked Estep 
Score: -25443526.000000 Penalty: 6003.990723
	Iteration 75Q: 3 clusters Score -2.544353e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116250 members 
Mstep: Class 2 contains 64491 members 
Entering Unmasked Estep 
Score: -25443640.000000 Penalty: 6003.990723
	Iteration 76Q: 3 clusters Score -2.544364e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115994 members 
Mstep: Class 2 contains 64747 members 
Entering Unmasked Estep 
Score: -25443640.000000 Penalty: 6003.990723
	Iteration 77Q: 3 clusters Score -2.544364e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115715 members 
Mstep: Class 2 contains 65026 members 
Entering Unmasked Estep 
Score: -25443632.000000 Penalty: 6003.990723
	Iteration 78Q: 3 clusters Score -2.544363e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115419 members 
Mstep: Class 2 contains 65322 members 
Entering Unmasked Estep 
Score: -25443690.000000 Penalty: 6003.990723
	Iteration 79Q: 3 clusters Score -2.544369e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115152 members 
Mstep: Class 2 contains 65589 members 
Entering Unmasked Estep 
Score: -25443722.000000 Penalty: 6003.990723
	Iteration 80F: 3 clusters Score -2.544372e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114896 members 
Mstep: Class 2 contains 65845 members 
Entering Unmasked Estep 
Score: -25443752.000000 Penalty: 6003.990723
	Iteration 81Q: 3 clusters Score -2.544375e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114633 members 
Mstep: Class 2 contains 66108 members 
Entering Unmasked Estep 
Score: -25443748.000000 Penalty: 6003.990723
	Iteration 82Q: 3 clusters Score -2.544375e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114358 members 
Mstep: Class 2 contains 66383 members 
Entering Unmasked Estep 
Score: -25443748.000000 Penalty: 6003.990723
	Iteration 83Q: 3 clusters Score -2.544375e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114081 members 
Mstep: Class 2 contains 66660 members 
Entering Unmasked Estep 
Score: -25443734.000000 Penalty: 6003.990723
	Iteration 84Q: 3 clusters Score -2.544373e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113804 members 
Mstep: Class 2 contains 66937 members 
Entering Unmasked Estep 
Score: -25443794.000000 Penalty: 6003.990723
	Iteration 85Q: 3 clusters Score -2.544379e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113514 members 
Mstep: Class 2 contains 67227 members 
Entering Unmasked Estep 
Score: -25443772.000000 Penalty: 6003.990723
	Iteration 86Q: 3 clusters Score -2.544377e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113215 members 
Mstep: Class 2 contains 67526 members 
Entering Unmasked Estep 
Score: -25443846.000000 Penalty: 6003.990723
	Iteration 87Q: 3 clusters Score -2.544385e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112906 members 
Mstep: Class 2 contains 67835 members 
Entering Unmasked Estep 
Score: -25443938.000000 Penalty: 6003.990723
	Iteration 88Q: 3 clusters Score -2.544394e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112605 members 
Mstep: Class 2 contains 68136 members 
Entering Unmasked Estep 
Score: -25443914.000000 Penalty: 6003.990723
	Iteration 89Q: 3 clusters Score -2.544391e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112280 members 
Mstep: Class 2 contains 68461 members 
Entering Unmasked Estep 
Score: -25443942.000000 Penalty: 6003.990723
	Iteration 90Q: 3 clusters Score -2.544394e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111982 members 
Mstep: Class 2 contains 68759 members 
Entering Unmasked Estep 
Score: -25443930.000000 Penalty: 6003.990723
	Iteration 91Q: 3 clusters Score -2.544393e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111675 members 
Mstep: Class 2 contains 69066 members 
Entering Unmasked Estep 
Score: -25443954.000000 Penalty: 6003.990723
	Iteration 92Q: 3 clusters Score -2.544395e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111358 members 
Mstep: Class 2 contains 69383 members 
Entering Unmasked Estep 
Score: -25444014.000000 Penalty: 6003.990723
	Iteration 93Q: 3 clusters Score -2.544401e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111055 members 
Mstep: Class 2 contains 69686 members 
Entering Unmasked Estep 
Score: -25443940.000000 Penalty: 6003.990723
	Iteration 94Q: 3 clusters Score -2.544394e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110773 members 
Mstep: Class 2 contains 69968 members 
Entering Unmasked Estep 
Score: -25443986.000000 Penalty: 6003.990723
	Iteration 95Q: 3 clusters Score -2.544399e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110505 members 
Mstep: Class 2 contains 70236 members 
Entering Unmasked Estep 
Score: -25444070.000000 Penalty: 6003.990723
	Iteration 96Q: 3 clusters Score -2.544407e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110262 members 
Mstep: Class 2 contains 70479 members 
Entering Unmasked Estep 
Score: -25444144.000000 Penalty: 6003.990723
	Iteration 97Q: 3 clusters Score -2.544414e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110024 members 
Mstep: Class 2 contains 70717 members 
Entering Unmasked Estep 
Score: -25444168.000000 Penalty: 6003.990723
	Iteration 98Q: 3 clusters Score -2.544417e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109814 members 
Mstep: Class 2 contains 70927 members 
Entering Unmasked Estep 
Score: -25444144.000000 Penalty: 6003.990723
	Iteration 99Q: 3 clusters Score -2.544414e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109595 members 
Mstep: Class 2 contains 71146 members 
Entering Unmasked Estep 
Score: -25444184.000000 Penalty: 6003.990723
	Iteration 100F: 3 clusters Score -2.544418e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109368 members 
Mstep: Class 2 contains 71373 members 
Entering Unmasked Estep 
Score: -25444254.000000 Penalty: 6003.990723
	Iteration 101Q: 3 clusters Score -2.544425e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109170 members 
Mstep: Class 2 contains 71571 members 
Entering Unmasked Estep 
Score: -25444236.000000 Penalty: 6003.990723
	Iteration 102Q: 3 clusters Score -2.544424e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108980 members 
Mstep: Class 2 contains 71761 members 
Entering Unmasked Estep 
Score: -25444308.000000 Penalty: 6003.990723
	Iteration 103Q: 3 clusters Score -2.544431e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108799 members 
Mstep: Class 2 contains 71942 members 
Entering Unmasked Estep 
Score: -25444306.000000 Penalty: 6003.990723
	Iteration 104Q: 3 clusters Score -2.544431e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108602 members 
Mstep: Class 2 contains 72139 members 
Entering Unmasked Estep 
Score: -25444390.000000 Penalty: 6003.990723
	Iteration 105Q: 3 clusters Score -2.544439e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108401 members 
Mstep: Class 2 contains 72340 members 
Entering Unmasked Estep 
Score: -25444476.000000 Penalty: 6003.990723
	Iteration 106Q: 3 clusters Score -2.544448e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108182 members 
Mstep: Class 2 contains 72559 members 
Entering Unmasked Estep 
Score: -25444500.000000 Penalty: 6003.990723
	Iteration 107Q: 3 clusters Score -2.54445e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107953 members 
Mstep: Class 2 contains 72788 members 
Entering Unmasked Estep 
Score: -25444506.000000 Penalty: 6003.990723
	Iteration 108Q: 3 clusters Score -2.544451e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107709 members 
Mstep: Class 2 contains 73032 members 
Entering Unmasked Estep 
Score: -25444532.000000 Penalty: 6003.990723
	Iteration 109Q: 3 clusters Score -2.544453e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107475 members 
Mstep: Class 2 contains 73266 members 
Entering Unmasked Estep 
Score: -25444576.000000 Penalty: 6003.990723
	Iteration 110Q: 3 clusters Score -2.544458e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107258 members 
Mstep: Class 2 contains 73483 members 
Entering Unmasked Estep 
Score: -25444540.000000 Penalty: 6003.990723
	Iteration 111Q: 3 clusters Score -2.544454e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107058 members 
Mstep: Class 2 contains 73683 members 
Entering Unmasked Estep 
Score: -25444482.000000 Penalty: 6003.990723
	Iteration 112Q: 3 clusters Score -2.544448e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106830 members 
Mstep: Class 2 contains 73911 members 
Entering Unmasked Estep 
Score: -25444540.000000 Penalty: 6003.990723
	Iteration 113Q: 3 clusters Score -2.544454e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106640 members 
Mstep: Class 2 contains 74101 members 
Entering Unmasked Estep 
Score: -25444570.000000 Penalty: 6003.990723
	Iteration 114Q: 3 clusters Score -2.544457e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106452 members 
Mstep: Class 2 contains 74289 members 
Entering Unmasked Estep 
Score: -25444582.000000 Penalty: 6003.990723
	Iteration 115Q: 3 clusters Score -2.544458e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106262 members 
Mstep: Class 2 contains 74479 members 
Entering Unmasked Estep 
Score: -25444624.000000 Penalty: 6003.990723
	Iteration 116Q: 3 clusters Score -2.544462e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106087 members 
Mstep: Class 2 contains 74654 members 
Entering Unmasked Estep 
Score: -25444616.000000 Penalty: 6003.990723
	Iteration 117Q: 3 clusters Score -2.544462e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105913 members 
Mstep: Class 2 contains 74828 members 
Entering Unmasked Estep 
Score: -25444646.000000 Penalty: 6003.990723
	Iteration 118Q: 3 clusters Score -2.544465e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105759 members 
Mstep: Class 2 contains 74982 members 
Entering Unmasked Estep 
Score: -25444656.000000 Penalty: 6003.990723
	Iteration 119Q: 3 clusters Score -2.544466e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105588 members 
Mstep: Class 2 contains 75153 members 
Entering Unmasked Estep 
Score: -25444676.000000 Penalty: 6003.990723
	Iteration 120F: 3 clusters Score -2.544468e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105420 members 
Mstep: Class 2 contains 75321 members 
Entering Unmasked Estep 
Score: -25444732.000000 Penalty: 6003.990723
	Iteration 121Q: 3 clusters Score -2.544473e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105263 members 
Mstep: Class 2 contains 75478 members 
Entering Unmasked Estep 
Score: -25444746.000000 Penalty: 6003.990723
	Iteration 122Q: 3 clusters Score -2.544475e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105082 members 
Mstep: Class 2 contains 75659 members 
Entering Unmasked Estep 
Score: -25444772.000000 Penalty: 6003.990723
	Iteration 123Q: 3 clusters Score -2.544477e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104861 members 
Mstep: Class 2 contains 75880 members 
Entering Unmasked Estep 
Score: -25444792.000000 Penalty: 6003.990723
	Iteration 124Q: 3 clusters Score -2.544479e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104626 members 
Mstep: Class 2 contains 76115 members 
Entering Unmasked Estep 
Score: -25444872.000000 Penalty: 6003.990723
	Iteration 125Q: 3 clusters Score -2.544487e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104387 members 
Mstep: Class 2 contains 76354 members 
Entering Unmasked Estep 
Score: -25444890.000000 Penalty: 6003.990723
	Iteration 126Q: 3 clusters Score -2.544489e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104159 members 
Mstep: Class 2 contains 76582 members 
Entering Unmasked Estep 
Score: -25444932.000000 Penalty: 6003.990723
	Iteration 127Q: 3 clusters Score -2.544493e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103950 members 
Mstep: Class 2 contains 76791 members 
Entering Unmasked Estep 
Score: -25444928.000000 Penalty: 6003.990723
	Iteration 128Q: 3 clusters Score -2.544493e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103751 members 
Mstep: Class 2 contains 76990 members 
Entering Unmasked Estep 
Score: -25444910.000000 Penalty: 6003.990723
	Iteration 129Q: 3 clusters Score -2.544491e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103560 members 
Mstep: Class 2 contains 77181 members 
Entering Unmasked Estep 
Score: -25444974.000000 Penalty: 6003.990723
	Iteration 130Q: 3 clusters Score -2.544497e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103356 members 
Mstep: Class 2 contains 77385 members 
Entering Unmasked Estep 
Score: -25445008.000000 Penalty: 6003.990723
	Iteration 131Q: 3 clusters Score -2.544501e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103147 members 
Mstep: Class 2 contains 77594 members 
Entering Unmasked Estep 
Score: -25445012.000000 Penalty: 6003.990723
	Iteration 132Q: 3 clusters Score -2.544501e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102951 members 
Mstep: Class 2 contains 77790 members 
Entering Unmasked Estep 
Score: -25445012.000000 Penalty: 6003.990723
	Iteration 133Q: 3 clusters Score -2.544501e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102730 members 
Mstep: Class 2 contains 78011 members 
Entering Unmasked Estep 
Score: -25445044.000000 Penalty: 6003.990723
	Iteration 134Q: 3 clusters Score -2.544504e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102492 members 
Mstep: Class 2 contains 78249 members 
Entering Unmasked Estep 
Score: -25445096.000000 Penalty: 6003.990723
	Iteration 135Q: 3 clusters Score -2.54451e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102230 members 
Mstep: Class 2 contains 78511 members 
Entering Unmasked Estep 
Score: -25445092.000000 Penalty: 6003.990723
	Iteration 136Q: 3 clusters Score -2.544509e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101974 members 
Mstep: Class 2 contains 78767 members 
Entering Unmasked Estep 
Score: -25445064.000000 Penalty: 6003.990723
	Iteration 137Q: 3 clusters Score -2.544506e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101733 members 
Mstep: Class 2 contains 79008 members 
Entering Unmasked Estep 
Score: -25445102.000000 Penalty: 6003.990723
	Iteration 138Q: 3 clusters Score -2.54451e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101465 members 
Mstep: Class 2 contains 79276 members 
Entering Unmasked Estep 
Score: -25445168.000000 Penalty: 6003.990723
	Iteration 139Q: 3 clusters Score -2.544517e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101208 members 
Mstep: Class 2 contains 79533 members 
Entering Unmasked Estep 
Score: -25445182.000000 Penalty: 6003.990723
	Iteration 140F: 3 clusters Score -2.544518e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100935 members 
Mstep: Class 2 contains 79806 members 
Entering Unmasked Estep 
Score: -25445206.000000 Penalty: 6003.990723
	Iteration 141Q: 3 clusters Score -2.544521e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100657 members 
Mstep: Class 2 contains 80084 members 
Entering Unmasked Estep 
Score: -25445292.000000 Penalty: 6003.990723
	Iteration 142Q: 3 clusters Score -2.544529e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100389 members 
Mstep: Class 2 contains 80352 members 
Entering Unmasked Estep 
Score: -25445308.000000 Penalty: 6003.990723
	Iteration 143Q: 3 clusters Score -2.544531e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100133 members 
Mstep: Class 2 contains 80608 members 
Entering Unmasked Estep 
Score: -25445304.000000 Penalty: 6003.990723
	Iteration 144Q: 3 clusters Score -2.54453e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99842 members 
Mstep: Class 2 contains 80899 members 
Entering Unmasked Estep 
Score: -25445270.000000 Penalty: 6003.990723
	Iteration 145Q: 3 clusters Score -2.544527e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99553 members 
Mstep: Class 2 contains 81188 members 
Entering Unmasked Estep 
Score: -25445302.000000 Penalty: 6003.990723
	Iteration 146Q: 3 clusters Score -2.54453e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99274 members 
Mstep: Class 2 contains 81467 members 
Entering Unmasked Estep 
Score: -25445356.000000 Penalty: 6003.990723
	Iteration 147Q: 3 clusters Score -2.544536e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98997 members 
Mstep: Class 2 contains 81744 members 
Entering Unmasked Estep 
Score: -25445346.000000 Penalty: 6003.990723
	Iteration 148Q: 3 clusters Score -2.544535e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98721 members 
Mstep: Class 2 contains 82020 members 
Entering Unmasked Estep 
Score: -25445344.000000 Penalty: 6003.990723
	Iteration 149Q: 3 clusters Score -2.544534e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98422 members 
Mstep: Class 2 contains 82319 members 
Entering Unmasked Estep 
Score: -25445372.000000 Penalty: 6003.990723
	Iteration 150Q: 3 clusters Score -2.544537e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98122 members 
Mstep: Class 2 contains 82619 members 
Entering Unmasked Estep 
Score: -25445358.000000 Penalty: 6003.990723
	Iteration 151Q: 3 clusters Score -2.544536e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97811 members 
Mstep: Class 2 contains 82930 members 
Entering Unmasked Estep 
Score: -25445334.000000 Penalty: 6003.990723
	Iteration 152Q: 3 clusters Score -2.544533e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97493 members 
Mstep: Class 2 contains 83248 members 
Entering Unmasked Estep 
Score: -25445390.000000 Penalty: 6003.990723
	Iteration 153Q: 3 clusters Score -2.544539e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97195 members 
Mstep: Class 2 contains 83546 members 
Entering Unmasked Estep 
Score: -25445448.000000 Penalty: 6003.990723
	Iteration 154Q: 3 clusters Score -2.544545e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96927 members 
Mstep: Class 2 contains 83814 members 
Entering Unmasked Estep 
Score: -25445456.000000 Penalty: 6003.990723
	Iteration 155Q: 3 clusters Score -2.544546e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96648 members 
Mstep: Class 2 contains 84093 members 
Entering Unmasked Estep 
Score: -25445498.000000 Penalty: 6003.990723
	Iteration 156Q: 3 clusters Score -2.54455e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96374 members 
Mstep: Class 2 contains 84367 members 
Entering Unmasked Estep 
Score: -25445534.000000 Penalty: 6003.990723
	Iteration 157Q: 3 clusters Score -2.544553e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96085 members 
Mstep: Class 2 contains 84656 members 
Entering Unmasked Estep 
Score: -25445658.000000 Penalty: 6003.990723
	Iteration 158Q: 3 clusters Score -2.544566e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95782 members 
Mstep: Class 2 contains 84959 members 
Entering Unmasked Estep 
Score: -25445636.000000 Penalty: 6003.990723
	Iteration 159Q: 3 clusters Score -2.544564e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95487 members 
Mstep: Class 2 contains 85254 members 
Entering Unmasked Estep 
Score: -25445592.000000 Penalty: 6003.990723
	Iteration 160F: 3 clusters Score -2.544559e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95189 members 
Mstep: Class 2 contains 85552 members 
Entering Unmasked Estep 
Score: -25445638.000000 Penalty: 6003.990723
	Iteration 161Q: 3 clusters Score -2.544564e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94915 members 
Mstep: Class 2 contains 85826 members 
Entering Unmasked Estep 
Score: -25445686.000000 Penalty: 6003.990723
	Iteration 162Q: 3 clusters Score -2.544569e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94641 members 
Mstep: Class 2 contains 86100 members 
Entering Unmasked Estep 
Score: -25445642.000000 Penalty: 6003.990723
	Iteration 163Q: 3 clusters Score -2.544564e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94378 members 
Mstep: Class 2 contains 86363 members 
Entering Unmasked Estep 
Score: -25445640.000000 Penalty: 6003.990723
	Iteration 164Q: 3 clusters Score -2.544564e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94112 members 
Mstep: Class 2 contains 86629 members 
Entering Unmasked Estep 
Score: -25445658.000000 Penalty: 6003.990723
	Iteration 165Q: 3 clusters Score -2.544566e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93856 members 
Mstep: Class 2 contains 86885 members 
Entering Unmasked Estep 
Score: -25445676.000000 Penalty: 6003.990723
	Iteration 166Q: 3 clusters Score -2.544568e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93635 members 
Mstep: Class 2 contains 87106 members 
Entering Unmasked Estep 
Score: -25445678.000000 Penalty: 6003.990723
	Iteration 167Q: 3 clusters Score -2.544568e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93434 members 
Mstep: Class 2 contains 87307 members 
Entering Unmasked Estep 
Score: -25445662.000000 Penalty: 6003.990723
	Iteration 168Q: 3 clusters Score -2.544566e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93281 members 
Mstep: Class 2 contains 87460 members 
Entering Unmasked Estep 
Score: -25445638.000000 Penalty: 6003.990723
	Iteration 169Q: 3 clusters Score -2.544564e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93143 members 
Mstep: Class 2 contains 87598 members 
Entering Unmasked Estep 
Score: -25445620.000000 Penalty: 6003.990723
	Iteration 170Q: 3 clusters Score -2.544562e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93009 members 
Mstep: Class 2 contains 87732 members 
Entering Unmasked Estep 
Score: -25445678.000000 Penalty: 6003.990723
	Iteration 171Q: 3 clusters Score -2.544568e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92863 members 
Mstep: Class 2 contains 87878 members 
Entering Unmasked Estep 
Score: -25445682.000000 Penalty: 6003.990723
	Iteration 172Q: 3 clusters Score -2.544568e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92740 members 
Mstep: Class 2 contains 88001 members 
Entering Unmasked Estep 
Score: -25445652.000000 Penalty: 6003.990723
	Iteration 173Q: 3 clusters Score -2.544565e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92648 members 
Mstep: Class 2 contains 88093 members 
Entering Unmasked Estep 
Score: -25445650.000000 Penalty: 6003.990723
	Iteration 174Q: 3 clusters Score -2.544565e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92558 members 
Mstep: Class 2 contains 88183 members 
Entering Unmasked Estep 
Score: -25445658.000000 Penalty: 6003.990723
	Iteration 175Q: 3 clusters Score -2.544566e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92467 members 
Mstep: Class 2 contains 88274 members 
Entering Unmasked Estep 
Score: -25445686.000000 Penalty: 6003.990723
	Iteration 176Q: 3 clusters Score -2.544569e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92414 members 
Mstep: Class 2 contains 88327 members 
Entering Unmasked Estep 
Score: -25445698.000000 Penalty: 6003.990723
	Iteration 177Q: 3 clusters Score -2.54457e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92340 members 
Mstep: Class 2 contains 88401 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -2.544569e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92271 members 
Mstep: Class 2 contains 88470 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -2.544569e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92229 members 
Mstep: Class 2 contains 88512 members 
Entering Unmasked Estep 
Score: -25445678.000000 Penalty: 6003.990723
	Iteration 180F: 3 clusters Score -2.544568e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92203 members 
Mstep: Class 2 contains 88538 members 
Entering Unmasked Estep 
Score: -25445640.000000 Penalty: 6003.990723
	Iteration 181Q: 3 clusters Score -2.544564e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92177 members 
Mstep: Class 2 contains 88564 members 
Entering Unmasked Estep 
Score: -25445594.000000 Penalty: 6003.990723
	Iteration 182Q: 3 clusters Score -2.544559e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92145 members 
Mstep: Class 2 contains 88596 members 
Entering Unmasked Estep 
Score: -25445596.000000 Penalty: 6003.990723
	Iteration 183Q: 3 clusters Score -2.54456e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92117 members 
Mstep: Class 2 contains 88624 members 
Entering Unmasked Estep 
Score: -25445598.000000 Penalty: 6003.990723
	Iteration 184Q: 3 clusters Score -2.54456e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92089 members 
Mstep: Class 2 contains 88652 members 
Entering Unmasked Estep 
Score: -25445614.000000 Penalty: 6003.990723
	Iteration 185Q: 3 clusters Score -2.544561e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92055 members 
Mstep: Class 2 contains 88686 members 
Entering Unmasked Estep 
Score: -25445612.000000 Penalty: 6003.990723
	Iteration 186Q: 3 clusters Score -2.544561e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92038 members 
Mstep: Class 2 contains 88703 members 
Entering Unmasked Estep 
Score: -25445616.000000 Penalty: 6003.990723
	Iteration 187Q: 3 clusters Score -2.544562e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92033 members 
Mstep: Class 2 contains 88708 members 
Entering Unmasked Estep 
Score: -25445612.000000 Penalty: 6003.990723
	Iteration 188Q: 3 clusters Score -2.544561e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92026 members 
Mstep: Class 2 contains 88715 members 
Entering Unmasked Estep 
Score: -25445610.000000 Penalty: 6003.990723
	Iteration 189Q: 3 clusters Score -2.544561e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92013 members 
Mstep: Class 2 contains 88728 members 
Entering Unmasked Estep 
Score: -25445638.000000 Penalty: 6003.990723
	Iteration 190Q: 3 clusters Score -2.544564e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92008 members 
Mstep: Class 2 contains 88733 members 
Entering Unmasked Estep 
Score: -25445650.000000 Penalty: 6003.990723
	Iteration 191Q: 3 clusters Score -2.544565e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92009 members 
Mstep: Class 2 contains 88732 members 
Entering Unmasked Estep 
Score: -25445668.000000 Penalty: 6003.990723
	Iteration 192Q: 3 clusters Score -2.544567e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92012 members 
Mstep: Class 2 contains 88729 members 
Entering Unmasked Estep 
Score: -25445656.000000 Penalty: 6003.990723
	Iteration 193Q: 3 clusters Score -2.544566e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92016 members 
Mstep: Class 2 contains 88725 members 
Entering Unmasked Estep 
Score: -25445668.000000 Penalty: 6003.990723
	Iteration 194Q: 3 clusters Score -2.544567e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92007 members 
Mstep: Class 2 contains 88734 members 
Entering Unmasked Estep 
Score: -25445678.000000 Penalty: 6003.990723
	Iteration 195Q: 3 clusters Score -2.544568e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92001 members 
Mstep: Class 2 contains 88740 members 
Entering Unmasked Estep 
Score: -25445694.000000 Penalty: 6003.990723
	Iteration 196Q: 3 clusters Score -2.544569e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92015 members 
Mstep: Class 2 contains 88726 members 
Entering Unmasked Estep 
Score: -25445678.000000 Penalty: 6003.990723
	Iteration 197Q: 3 clusters Score -2.544568e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92028 members 
Mstep: Class 2 contains 88713 members 
Entering Unmasked Estep 
Score: -25445690.000000 Penalty: 6003.990723
	Iteration 198Q: 3 clusters Score -2.544569e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92039 members 
Mstep: Class 2 contains 88702 members 
Entering Unmasked Estep 
Score: -25445688.000000 Penalty: 6003.990723
	Iteration 199Q: 3 clusters Score -2.544569e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92051 members 
Mstep: Class 2 contains 88690 members 
Entering Unmasked Estep 
Score: -25445692.000000 Penalty: 6003.990723
	Iteration 200F: 3 clusters Score -2.544569e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92070 members 
Mstep: Class 2 contains 88671 members 
Entering Unmasked Estep 
Score: -25445688.000000 Penalty: 6003.990723
	Iteration 201Q: 3 clusters Score -2.544569e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92085 members 
Mstep: Class 2 contains 88656 members 
Entering Unmasked Estep 
Score: -25445670.000000 Penalty: 6003.990723
	Iteration 202Q: 3 clusters Score -2.544567e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92103 members 
Mstep: Class 2 contains 88638 members 
Entering Unmasked Estep 
Score: -25445662.000000 Penalty: 6003.990723
	Iteration 203Q: 3 clusters Score -2.544566e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92119 members 
Mstep: Class 2 contains 88622 members 
Entering Unmasked Estep 
Score: -25445676.000000 Penalty: 6003.990723
	Iteration 204Q: 3 clusters Score -2.544568e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92129 members 
Mstep: Class 2 contains 88612 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -2.544568e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92140 members 
Mstep: Class 2 contains 88601 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -2.544567e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92153 members 
Mstep: Class 2 contains 88588 members 
Entering Unmasked Estep 
Score: -25445654.000000 Penalty: 6003.990723
	Iteration 207Q: 3 clusters Score -2.544565e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92166 members 
Mstep: Class 2 contains 88575 members 
Entering Unmasked Estep 
Score: -25445676.000000 Penalty: 6003.990723
	Iteration 208Q: 3 clusters Score -2.544568e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92184 members 
Mstep: Class 2 contains 88557 members 
Entering Unmasked Estep 
Score: -25445688.000000 Penalty: 6003.990723
	Iteration 209Q: 3 clusters Score -2.544569e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92206 members 
Mstep: Class 2 contains 88535 members 
Entering Unmasked Estep 
Score: -25445696.000000 Penalty: 6003.990723
	Iteration 210Q: 3 clusters Score -2.54457e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92229 members 
Mstep: Class 2 contains 88512 members 
Entering Unmasked Estep 
Score: -25445696.000000 Penalty: 6003.990723
	Iteration 211Q: 3 clusters Score -2.54457e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92258 members 
Mstep: Class 2 contains 88483 members 
Entering Unmasked Estep 
Score: -25445682.000000 Penalty: 6003.990723
	Iteration 212Q: 3 clusters Score -2.544568e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92276 members 
Mstep: Class 2 contains 88465 members 
Entering Unmasked Estep 
Score: -25445664.000000 Penalty: 6003.990723
	Iteration 213Q: 3 clusters Score -2.544566e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92292 members 
Mstep: Class 2 contains 88449 members 
Entering Unmasked Estep 
Score: -25445670.000000 Penalty: 6003.990723
	Iteration 214Q: 3 clusters Score -2.544567e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92299 members 
Mstep: Class 2 contains 88442 members 
Entering Unmasked Estep 
Score: -25445678.000000 Penalty: 6003.990723
	Iteration 215Q: 3 clusters Score -2.544568e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92298 members 
Mstep: Class 2 contains 88443 members 
Entering Unmasked Estep 
Score: -25445698.000000 Penalty: 6003.990723
	Iteration 216Q: 3 clusters Score -2.54457e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92303 members 
Mstep: Class 2 contains 88438 members 
Entering Unmasked Estep 
Score: -25445712.000000 Penalty: 6003.990723
	Iteration 217Q: 3 clusters Score -2.544571e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92311 members 
Mstep: Class 2 contains 88430 members 
Entering Unmasked Estep 
Score: -25445686.000000 Penalty: 6003.990723
	Iteration 218Q: 3 clusters Score -2.544569e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92316 members 
Mstep: Class 2 contains 88425 members 
Entering Unmasked Estep 
Score: -25445690.000000 Penalty: 6003.990723
	Iteration 219Q: 3 clusters Score -2.544569e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92325 members 
Mstep: Class 2 contains 88416 members 
Entering Unmasked Estep 
Score: -25445682.000000 Penalty: 6003.990723
	Iteration 220F: 3 clusters Score -2.544568e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92336 members 
Mstep: Class 2 contains 88405 members 
Entering Unmasked Estep 
Score: -25445694.000000 Penalty: 6003.990723
	Iteration 221Q: 3 clusters Score -2.544569e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92355 members 
Mstep: Class 2 contains 88386 members 
Entering Unmasked Estep 
Score: -25445688.000000 Penalty: 6003.990723
	Iteration 222Q: 3 clusters Score -2.544569e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92376 members 
Mstep: Class 2 contains 88365 members 
Entering Unmasked Estep 
Score: -25445704.000000 Penalty: 6003.990723
	Iteration 223Q: 3 clusters Score -2.54457e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92382 members 
Mstep: Class 2 contains 88359 members 
Entering Unmasked Estep 
Score: -25445680.000000 Penalty: 6003.990723
	Iteration 224Q: 3 clusters Score -2.544568e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92391 members 
Mstep: Class 2 contains 88350 members 
Entering Unmasked Estep 
Score: -25445684.000000 Penalty: 6003.990723
	Iteration 225Q: 3 clusters Score -2.544568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92394 members 
Mstep: Class 2 contains 88347 members 
Entering Unmasked Estep 
Score: -25445688.000000 Penalty: 6003.990723
	Iteration 226Q: 3 clusters Score -2.544569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92397 members 
Mstep: Class 2 contains 88344 members 
Entering Unmasked Estep 
Score: -25445682.000000 Penalty: 6003.990723
	Iteration 227Q: 3 clusters Score -2.544568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92399 members 
Mstep: Class 2 contains 88342 members 
Entering Unmasked Estep 
Score: -25445674.000000 Penalty: 6003.990723
	Iteration 228Q: 3 clusters Score -2.544567e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92400 members 
Mstep: Class 2 contains 88341 members 
Entering Unmasked Estep 
Score: -25445678.000000 Penalty: 6003.990723
	Iteration 229Q: 3 clusters Score -2.544568e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92401 members 
Mstep: Class 2 contains 88340 members 
Entering Unmasked Estep 
Score: -25445678.000000 Penalty: 6003.990723
	Iteration 230Q: 3 clusters Score -2.544568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92405 members 
Mstep: Class 2 contains 88336 members 
Entering Unmasked Estep 
Score: -25445684.000000 Penalty: 6003.990723
	Iteration 231Q: 3 clusters Score -2.544568e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92409 members 
Mstep: Class 2 contains 88332 members 
Entering Unmasked Estep 
Score: -25445696.000000 Penalty: 6003.990723
	Iteration 232Q: 3 clusters Score -2.54457e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92411 members 
Mstep: Class 2 contains 88330 members 
Entering Unmasked Estep 
Score: -25445690.000000 Penalty: 6003.990723
	Iteration 233Q: 3 clusters Score -2.544569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92415 members 
Mstep: Class 2 contains 88326 members 
Entering Unmasked Estep 
Score: -25445696.000000 Penalty: 6003.990723
	Iteration 234Q: 3 clusters Score -2.54457e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92419 members 
Mstep: Class 2 contains 88322 members 
Entering Unmasked Estep 
Score: -25445700.000000 Penalty: 6003.990723
	Iteration 235Q: 3 clusters Score -2.54457e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92424 members 
Mstep: Class 2 contains 88317 members 
Entering Unmasked Estep 
Score: -25445690.000000 Penalty: 6003.990723
	Iteration 236Q: 3 clusters Score -2.544569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92427 members 
Mstep: Class 2 contains 88314 members 
Entering Unmasked Estep 
Score: -25445682.000000 Penalty: 6003.990723
	Iteration 237Q: 3 clusters Score -2.544568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92432 members 
Mstep: Class 2 contains 88309 members 
Entering Unmasked Estep 
Score: -25445686.000000 Penalty: 6003.990723
	Iteration 238Q: 3 clusters Score -2.544569e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92439 members 
Mstep: Class 2 contains 88302 members 
Entering Unmasked Estep 
Score: -25445664.000000 Penalty: 6003.990723
	Iteration 239Q: 3 clusters Score -2.544566e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92441 members 
Mstep: Class 2 contains 88300 members 
Entering Unmasked Estep 
Score: -25445652.000000 Penalty: 6003.990723
	Iteration 240F: 3 clusters Score -2.544565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92442 members 
Mstep: Class 2 contains 88299 members 
Entering Unmasked Estep 
Score: -25445662.000000 Penalty: 6003.990723
	Iteration 241Q: 3 clusters Score -2.544566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92444 members 
Mstep: Class 2 contains 88297 members 
Entering Unmasked Estep 
Score: -25445656.000000 Penalty: 6003.990723
	Iteration 242Q: 3 clusters Score -2.544566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92448 members 
Mstep: Class 2 contains 88293 members 
Entering Unmasked Estep 
Score: -25445652.000000 Penalty: 6003.990723
	Iteration 243Q: 3 clusters Score -2.544565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92451 members 
Mstep: Class 2 contains 88290 members 
Entering Unmasked Estep 
Score: -25445658.000000 Penalty: 6003.990723
	Iteration 244Q: 3 clusters Score -2.544566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92453 members 
Mstep: Class 2 contains 88288 members 
Entering Unmasked Estep 
Score: -25445660.000000 Penalty: 6003.990723
	Iteration 245Q: 3 clusters Score -2.544566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92452 members 
Mstep: Class 2 contains 88289 members 
Entering Unmasked Estep 
Score: -25445664.000000 Penalty: 6003.990723
	Iteration 246Q: 3 clusters Score -2.544566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92449 members 
Mstep: Class 2 contains 88292 members 
Entering Unmasked Estep 
Score: -25445642.000000 Penalty: 6003.990723
	Iteration 247Q: 3 clusters Score -2.544564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92449 members 
Mstep: Class 2 contains 88292 members 
Entering Unmasked Estep 
Score: -25445646.000000 Penalty: 6003.990723
	Iteration 248Q: 3 clusters Score -2.544565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92454 members 
Mstep: Class 2 contains 88287 members 
Entering Unmasked Estep 
Score: -25445652.000000 Penalty: 6003.990723
	Iteration 249Q: 3 clusters Score -2.544565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92456 members 
Mstep: Class 2 contains 88285 members 
Entering Unmasked Estep 
Score: -25445648.000000 Penalty: 6003.990723
	Iteration 250Q: 3 clusters Score -2.544565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92454 members 
Mstep: Class 2 contains 88287 members 
Entering Unmasked Estep 
Score: -25445646.000000 Penalty: 6003.990723
	Iteration 251Q: 3 clusters Score -2.544565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92453 members 
Mstep: Class 2 contains 88288 members 
Entering Unmasked Estep 
Score: -25445652.000000 Penalty: 6003.990723
	Iteration 252Q: 3 clusters Score -2.544565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92454 members 
Mstep: Class 2 contains 88287 members 
Entering Unmasked Estep 
Score: -25445650.000000 Penalty: 6003.990723
	Iteration 253Q: 3 clusters Score -2.544565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92455 members 
Mstep: Class 2 contains 88286 members 
Entering Unmasked Estep 
Score: -25445650.000000 Penalty: 6003.990723
	Iteration 254Q: 3 clusters Score -2.544565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92456 members 
Mstep: Class 2 contains 88285 members 
Entering Unmasked Estep 
Score: -25445642.000000 Penalty: 6003.990723
	Iteration 255Q: 3 clusters Score -2.544564e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92456 members 
Mstep: Class 2 contains 88285 members 
Entering Unmasked Estep 
Score: -25445642.000000 Penalty: 6003.990723
	Iteration 256F: 3 clusters Score -2.544564e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (132484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132484 members 
Entering Unmasked Estep 
Score: -18756298.000000 Penalty: 2924.965820
	Iteration 0F: 2 clusters Score -1.87563e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66245 members 
Mstep: Class 2 contains 66239 members 
Entering Unmasked Estep 
Score: -18672364.000000 Penalty: 5849.931641
	Iteration 0F: 3 clusters Score -1.867236e+07 nChanged 63418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66399 members 
Mstep: Class 2 contains 66085 members 
Entering Unmasked Estep 
Score: -18708646.000000 Penalty: 5849.931641
	Iteration 1F: 3 clusters Score -1.870865e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66237 members 
Mstep: Class 2 contains 66247 members 
Entering Unmasked Estep 
Score: -18709378.000000 Penalty: 5849.931641
	Iteration 2Q: 3 clusters Score -1.870938e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66028 members 
Mstep: Class 2 contains 66456 members 
Entering Unmasked Estep 
Score: -18709974.000000 Penalty: 5849.931641
	Iteration 3Q: 3 clusters Score -1.870997e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65645 members 
Mstep: Class 2 contains 66839 members 
Entering Unmasked Estep 
Score: -18710578.000000 Penalty: 5849.931641
	Iteration 4Q: 3 clusters Score -1.871058e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65150 members 
Mstep: Class 2 contains 67334 members 
Entering Unmasked Estep 
Score: -18711358.000000 Penalty: 5849.931641
	Iteration 5Q: 3 clusters Score -1.871136e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64333 members 
Mstep: Class 2 contains 68151 members 
Entering Unmasked Estep 
Score: -18712538.000000 Penalty: 5849.931641
	Iteration 6Q: 3 clusters Score -1.871254e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63180 members 
Mstep: Class 2 contains 69304 members 
Entering Unmasked Estep 
Score: -18714090.000000 Penalty: 5849.931641
	Iteration 7Q: 3 clusters Score -1.871409e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61289 members 
Mstep: Class 2 contains 71195 members 
Entering Unmasked Estep 
Score: -18716378.000000 Penalty: 5849.931641
	Iteration 8Q: 3 clusters Score -1.871638e+07 nChanged 6619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58408 members 
Mstep: Class 2 contains 74076 members 
Entering Unmasked Estep 
Score: -18719512.000000 Penalty: 5849.931641
	Iteration 9Q: 3 clusters Score -1.871951e+07 nChanged 7673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54561 members 
Mstep: Class 2 contains 77923 members 
Entering Unmasked Estep 
Score: -18724206.000000 Penalty: 5849.931641
	Iteration 10F: 3 clusters Score -1.872421e+07 nChanged 8527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49962 members 
Mstep: Class 2 contains 82522 members 
Entering Unmasked Estep 
Score: -18730530.000000 Penalty: 5849.931641
	Iteration 11F: 3 clusters Score -1.873053e+07 nChanged 8427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45611 members 
Mstep: Class 2 contains 86873 members 
Entering Unmasked Estep 
Score: -18736926.000000 Penalty: 5849.931641
	Iteration 12F: 3 clusters Score -1.873693e+07 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42095 members 
Mstep: Class 2 contains 90389 members 
Entering Unmasked Estep 
Score: -18740972.000000 Penalty: 5849.931641
	Iteration 13F: 3 clusters Score -1.874097e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 93172 members 
Entering Unmasked Estep 
Score: -18742626.000000 Penalty: 5849.931641
	Iteration 14Q: 3 clusters Score -1.874263e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 95778 members 
Entering Unmasked Estep 
Score: -18743638.000000 Penalty: 5849.931641
	Iteration 15Q: 3 clusters Score -1.874364e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 98418 members 
Entering Unmasked Estep 
Score: -18744544.000000 Penalty: 5849.931641
	Iteration 16Q: 3 clusters Score -1.874454e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 101080 members 
Entering Unmasked Estep 
Score: -18745444.000000 Penalty: 5849.931641
	Iteration 17Q: 3 clusters Score -1.874544e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 103748 members 
Entering Unmasked Estep 
Score: -18746298.000000 Penalty: 5849.931641
	Iteration 18Q: 3 clusters Score -1.87463e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 106416 members 
Entering Unmasked Estep 
Score: -18747114.000000 Penalty: 5849.931641
	Iteration 19Q: 3 clusters Score -1.874711e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 109037 members 
Entering Unmasked Estep 
Score: -18747794.000000 Penalty: 5849.931641
	Iteration 20F: 3 clusters Score -1.874779e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 111652 members 
Entering Unmasked Estep 
Score: -18748602.000000 Penalty: 5849.931641
	Iteration 21Q: 3 clusters Score -1.87486e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 114128 members 
Entering Unmasked Estep 
Score: -18749360.000000 Penalty: 5849.931641
	Iteration 22Q: 3 clusters Score -1.874936e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 116438 members 
Entering Unmasked Estep 
Score: -18750236.000000 Penalty: 5849.931641
	Iteration 23Q: 3 clusters Score -1.875024e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 118532 members 
Entering Unmasked Estep 
Score: -18750904.000000 Penalty: 5849.931641
	Iteration 24Q: 3 clusters Score -1.87509e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 120385 members 
Entering Unmasked Estep 
Score: -18751562.000000 Penalty: 5849.931641
	Iteration 25Q: 3 clusters Score -1.875156e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 122054 members 
Entering Unmasked Estep 
Score: -18752082.000000 Penalty: 5849.931641
	Iteration 26Q: 3 clusters Score -1.875208e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 123543 members 
Entering Unmasked Estep 
Score: -18752598.000000 Penalty: 5849.931641
	Iteration 27Q: 3 clusters Score -1.87526e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 124848 members 
Entering Unmasked Estep 
Score: -18753140.000000 Penalty: 5849.931641
	Iteration 28Q: 3 clusters Score -1.875314e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 125987 members 
Entering Unmasked Estep 
Score: -18753588.000000 Penalty: 5849.931641
	Iteration 29Q: 3 clusters Score -1.875359e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 126958 members 
Entering Unmasked Estep 
Score: -18753948.000000 Penalty: 5849.931641
	Iteration 30Q: 3 clusters Score -1.875395e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 127741 members 
Entering Unmasked Estep 
Score: -18754234.000000 Penalty: 5849.931641
	Iteration 31Q: 3 clusters Score -1.875423e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 128356 members 
Entering Unmasked Estep 
Score: -18754464.000000 Penalty: 5849.931641
	Iteration 32Q: 3 clusters Score -1.875446e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 128845 members 
Entering Unmasked Estep 
Score: -18754688.000000 Penalty: 5849.931641
	Iteration 33Q: 3 clusters Score -1.875469e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 129223 members 
Entering Unmasked Estep 
Score: -18754786.000000 Penalty: 5849.931641
	Iteration 34Q: 3 clusters Score -1.875479e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 129519 members 
Entering Unmasked Estep 
Score: -18754838.000000 Penalty: 5849.931641
	Iteration 35Q: 3 clusters Score -1.875484e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 129763 members 
Entering Unmasked Estep 
Score: -18754910.000000 Penalty: 5849.931641
	Iteration 36Q: 3 clusters Score -1.875491e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 129923 members 
Entering Unmasked Estep 
Score: -18754944.000000 Penalty: 5849.931641
	Iteration 37Q: 3 clusters Score -1.875494e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 130060 members 
Entering Unmasked Estep 
Score: -18754960.000000 Penalty: 5849.931641
	Iteration 38Q: 3 clusters Score -1.875496e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 130171 members 
Entering Unmasked Estep 
Score: -18754972.000000 Penalty: 5849.931641
	Iteration 39Q: 3 clusters Score -1.875497e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 130256 members 
Entering Unmasked Estep 
Score: -18755004.000000 Penalty: 5849.931641
	Iteration 40F: 3 clusters Score -1.8755e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 130336 members 
Entering Unmasked Estep 
Score: -18755032.000000 Penalty: 5849.931641
	Iteration 41Q: 3 clusters Score -1.875503e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 130402 members 
Entering Unmasked Estep 
Score: -18755034.000000 Penalty: 5849.931641
	Iteration 42Q: 3 clusters Score -1.875503e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 130451 members 
Entering Unmasked Estep 
Score: -18755040.000000 Penalty: 5849.931641
	Iteration 43Q: 3 clusters Score -1.875504e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 130488 members 
Entering Unmasked Estep 
Score: -18755040.000000 Penalty: 5849.931641
	Iteration 44Q: 3 clusters Score -1.875504e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 130516 members 
Entering Unmasked Estep 
Score: -18755052.000000 Penalty: 5849.931641
	Iteration 45Q: 3 clusters Score -1.875505e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 130543 members 
Entering Unmasked Estep 
Score: -18755080.000000 Penalty: 5849.931641
	Iteration 46Q: 3 clusters Score -1.875508e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 130571 members 
Entering Unmasked Estep 
Score: -18755078.000000 Penalty: 5849.931641
	Iteration 47Q: 3 clusters Score -1.875508e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 130596 members 
Entering Unmasked Estep 
Score: -18755076.000000 Penalty: 5849.931641
	Iteration 48Q: 3 clusters Score -1.875508e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 130621 members 
Entering Unmasked Estep 
Score: -18755074.000000 Penalty: 5849.931641
	Iteration 49Q: 3 clusters Score -1.875507e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 130638 members 
Entering Unmasked Estep 
Score: -18755098.000000 Penalty: 5849.931641
	Iteration 50Q: 3 clusters Score -1.87551e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 130657 members 
Entering Unmasked Estep 
Score: -18755100.000000 Penalty: 5849.931641
	Iteration 51Q: 3 clusters Score -1.87551e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 130670 members 
Entering Unmasked Estep 
Score: -18755086.000000 Penalty: 5849.931641
	Iteration 52Q: 3 clusters Score -1.875509e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 130681 members 
Entering Unmasked Estep 
Score: -18755114.000000 Penalty: 5849.931641
	Iteration 53Q: 3 clusters Score -1.875511e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 130689 members 
Entering Unmasked Estep 
Score: -18755100.000000 Penalty: 5849.931641
	Iteration 54Q: 3 clusters Score -1.87551e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 130695 members 
Entering Unmasked Estep 
Score: -18755126.000000 Penalty: 5849.931641
	Iteration 55Q: 3 clusters Score -1.875513e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 130705 members 
Entering Unmasked Estep 
Score: -18755112.000000 Penalty: 5849.931641
	Iteration 56Q: 3 clusters Score -1.875511e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 130712 members 
Entering Unmasked Estep 
Score: -18755106.000000 Penalty: 5849.931641
	Iteration 57Q: 3 clusters Score -1.875511e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 130717 members 
Entering Unmasked Estep 
Score: -18755116.000000 Penalty: 5849.931641
	Iteration 58Q: 3 clusters Score -1.875512e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 130725 members 
Entering Unmasked Estep 
Score: -18755130.000000 Penalty: 5849.931641
	Iteration 59Q: 3 clusters Score -1.875513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 130729 members 
Entering Unmasked Estep 
Score: -18755126.000000 Penalty: 5849.931641
	Iteration 60F: 3 clusters Score -1.875513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 130732 members 
Entering Unmasked Estep 
Score: -18755130.000000 Penalty: 5849.931641
	Iteration 61Q: 3 clusters Score -1.875513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 130736 members 
Entering Unmasked Estep 
Score: -18755130.000000 Penalty: 5849.931641
	Iteration 62Q: 3 clusters Score -1.875513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 130738 members 
Entering Unmasked Estep 
Score: -18755120.000000 Penalty: 5849.931641
	Iteration 63Q: 3 clusters Score -1.875512e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 130738 members 
Entering Unmasked Estep 
Score: -18755120.000000 Penalty: 5849.931641
	Iteration 64F: 3 clusters Score -1.875512e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Entering Unmasked Estep 
Score: -1116181.625000 Penalty: 2235.824219
	Iteration 0F: 2 clusters Score -1116182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1109643.875000 Penalty: 4471.648438
	Iteration 0F: 3 clusters Score -1109644 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1111470.000000 Penalty: 4471.648438
	Iteration 1F: 3 clusters Score -1111470 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1111811.375000 Penalty: 4471.648438
	Iteration 2F: 3 clusters Score -1111811 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1112080.750000 Penalty: 4471.648438
	Iteration 3F: 3 clusters Score -1112081 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1112318.250000 Penalty: 4471.648438
	Iteration 4Q: 3 clusters Score -1112318 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1112581.375000 Penalty: 4471.648438
	Iteration 5Q: 3 clusters Score -1112581 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1112903.875000 Penalty: 4471.648438
	Iteration 6Q: 3 clusters Score -1112904 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1113273.250000 Penalty: 4471.648438
	Iteration 7F: 3 clusters Score -1113273 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1113698.500000 Penalty: 4471.648438
	Iteration 8F: 3 clusters Score -1113698 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1114199.000000 Penalty: 4471.648438
	Iteration 9F: 3 clusters Score -1114199 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1114584.875000 Penalty: 4471.648438
	Iteration 10Q: 3 clusters Score -1114585 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1114878.750000 Penalty: 4471.648438
	Iteration 11Q: 3 clusters Score -1114879 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1115098.625000 Penalty: 4471.648438
	Iteration 12Q: 3 clusters Score -1115099 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1115280.375000 Penalty: 4471.648438
	Iteration 13Q: 3 clusters Score -1115280 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1115467.375000 Penalty: 4471.648438
	Iteration 14Q: 3 clusters Score -1115467 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1115614.000000 Penalty: 4471.648438
	Iteration 15Q: 3 clusters Score -1115614 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1115711.125000 Penalty: 4471.648438
	Iteration 16Q: 3 clusters Score -1115711 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1115813.500000 Penalty: 4471.648438
	Iteration 17Q: 3 clusters Score -1115814 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1115864.375000 Penalty: 4471.648438
	Iteration 18Q: 3 clusters Score -1115864 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1115892.000000 Penalty: 4471.648438
	Iteration 19Q: 3 clusters Score -1115892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1115905.250000 Penalty: 4471.648438
	Iteration 20F: 3 clusters Score -1115905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1115909.000000 Penalty: 4471.648438
	Iteration 21Q: 3 clusters Score -1115909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1115910.125000 Penalty: 4471.648438
	Iteration 22Q: 3 clusters Score -1115910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1115912.750000 Penalty: 4471.648438
	Iteration 23Q: 3 clusters Score -1115913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1115914.625000 Penalty: 4471.648438
	Iteration 24Q: 3 clusters Score -1115915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1115916.500000 Penalty: 4471.648438
	Iteration 25Q: 3 clusters Score -1115916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1115916.750000 Penalty: 4471.648438
	Iteration 26Q: 3 clusters Score -1115917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1115918.250000 Penalty: 4471.648438
	Iteration 27Q: 3 clusters Score -1115918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1115918.250000 Penalty: 4471.648438
	Iteration 28F: 3 clusters Score -1115918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Entering Unmasked Estep 
Score: -4520680.000000 Penalty: 2572.160400
	Iteration 0F: 2 clusters Score -4520680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -4498776.000000 Penalty: 5144.320801
	Iteration 0F: 3 clusters Score -4498776 nChanged 14475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -4506785.000000 Penalty: 5144.320801
	Iteration 1F: 3 clusters Score -4506785 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -4507220.500000 Penalty: 5144.320801
	Iteration 2Q: 3 clusters Score -4507220 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -4507656.500000 Penalty: 5144.320801
	Iteration 3Q: 3 clusters Score -4507656 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -4508078.000000 Penalty: 5144.320801
	Iteration 4Q: 3 clusters Score -4508078 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -4508509.000000 Penalty: 5144.320801
	Iteration 5Q: 3 clusters Score -4508509 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -4509016.000000 Penalty: 5144.320801
	Iteration 6Q: 3 clusters Score -4509016 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -4509635.000000 Penalty: 5144.320801
	Iteration 7Q: 3 clusters Score -4509635 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -4510412.500000 Penalty: 5144.320801
	Iteration 8Q: 3 clusters Score -4510412 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -4511385.000000 Penalty: 5144.320801
	Iteration 9F: 3 clusters Score -4511385 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -4512421.500000 Penalty: 5144.320801
	Iteration 10F: 3 clusters Score -4512422 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -4513323.500000 Penalty: 5144.320801
	Iteration 11Q: 3 clusters Score -4513324 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -4513913.000000 Penalty: 5144.320801
	Iteration 12Q: 3 clusters Score -4513913 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -4514224.000000 Penalty: 5144.320801
	Iteration 13Q: 3 clusters Score -4514224 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -4514381.500000 Penalty: 5144.320801
	Iteration 14Q: 3 clusters Score -4514382 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -4514489.500000 Penalty: 5144.320801
	Iteration 15Q: 3 clusters Score -4514490 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -4514582.000000 Penalty: 5144.320801
	Iteration 16Q: 3 clusters Score -4514582 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -4514641.000000 Penalty: 5144.320801
	Iteration 17Q: 3 clusters Score -4514641 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -4514724.000000 Penalty: 5144.320801
	Iteration 18Q: 3 clusters Score -4514724 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -4514774.500000 Penalty: 5144.320801
	Iteration 19Q: 3 clusters Score -4514774 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -4514865.000000 Penalty: 5144.320801
	Iteration 20F: 3 clusters Score -4514865 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -4514977.500000 Penalty: 5144.320801
	Iteration 21Q: 3 clusters Score -4514978 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -4515066.500000 Penalty: 5144.320801
	Iteration 22Q: 3 clusters Score -4515066 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -4515166.500000 Penalty: 5144.320801
	Iteration 23Q: 3 clusters Score -4515166 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -4515285.500000 Penalty: 5144.320801
	Iteration 24Q: 3 clusters Score -4515286 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -4515396.500000 Penalty: 5144.320801
	Iteration 25Q: 3 clusters Score -4515396 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -4515508.000000 Penalty: 5144.320801
	Iteration 26Q: 3 clusters Score -4515508 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -4515569.000000 Penalty: 5144.320801
	Iteration 27Q: 3 clusters Score -4515569 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -4515625.500000 Penalty: 5144.320801
	Iteration 28Q: 3 clusters Score -4515626 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -4515726.500000 Penalty: 5144.320801
	Iteration 29Q: 3 clusters Score -4515726 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -4515799.500000 Penalty: 5144.320801
	Iteration 30Q: 3 clusters Score -4515800 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -4515870.500000 Penalty: 5144.320801
	Iteration 31Q: 3 clusters Score -4515870 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -4515944.000000 Penalty: 5144.320801
	Iteration 32Q: 3 clusters Score -4515944 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -4516036.500000 Penalty: 5144.320801
	Iteration 33Q: 3 clusters Score -4516036 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -4516116.000000 Penalty: 5144.320801
	Iteration 34Q: 3 clusters Score -4516116 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -4516189.000000 Penalty: 5144.320801
	Iteration 35Q: 3 clusters Score -4516189 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -4516280.500000 Penalty: 5144.320801
	Iteration 36Q: 3 clusters Score -4516280 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -4516370.000000 Penalty: 5144.320801
	Iteration 37Q: 3 clusters Score -4516370 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -4516473.500000 Penalty: 5144.320801
	Iteration 38Q: 3 clusters Score -4516474 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -4516575.000000 Penalty: 5144.320801
	Iteration 39Q: 3 clusters Score -4516575 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -4516679.000000 Penalty: 5144.320801
	Iteration 40F: 3 clusters Score -4516679 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -4516806.500000 Penalty: 5144.320801
	Iteration 41Q: 3 clusters Score -4516806 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -4516923.000000 Penalty: 5144.320801
	Iteration 42Q: 3 clusters Score -4516923 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -4517011.000000 Penalty: 5144.320801
	Iteration 43Q: 3 clusters Score -4517011 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -4517133.500000 Penalty: 5144.320801
	Iteration 44Q: 3 clusters Score -4517134 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 28102 members 
Entering Unmasked Estep 
Score: -4517221.500000 Penalty: 5144.320801
	Iteration 45Q: 3 clusters Score -4517222 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -4517329.500000 Penalty: 5144.320801
	Iteration 46Q: 3 clusters Score -4517330 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -4517439.000000 Penalty: 5144.320801
	Iteration 47Q: 3 clusters Score -4517439 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -4517536.500000 Penalty: 5144.320801
	Iteration 48Q: 3 clusters Score -4517536 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -4517644.500000 Penalty: 5144.320801
	Iteration 49Q: 3 clusters Score -4517644 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -4517754.000000 Penalty: 5144.320801
	Iteration 50Q: 3 clusters Score -4517754 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -4517838.000000 Penalty: 5144.320801
	Iteration 51Q: 3 clusters Score -4517838 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -4517937.500000 Penalty: 5144.320801
	Iteration 52Q: 3 clusters Score -4517938 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -4517999.000000 Penalty: 5144.320801
	Iteration 53Q: 3 clusters Score -4517999 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -4518046.500000 Penalty: 5144.320801
	Iteration 54Q: 3 clusters Score -4518046 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -4518111.000000 Penalty: 5144.320801
	Iteration 55Q: 3 clusters Score -4518111 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -4518151.500000 Penalty: 5144.320801
	Iteration 56Q: 3 clusters Score -4518152 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -4518197.000000 Penalty: 5144.320801
	Iteration 57Q: 3 clusters Score -4518197 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 30466 members 
Entering Unmasked Estep 
Score: -4518223.000000 Penalty: 5144.320801
	Iteration 58Q: 3 clusters Score -4518223 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -4518263.500000 Penalty: 5144.320801
	Iteration 59Q: 3 clusters Score -4518264 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -4518304.500000 Penalty: 5144.320801
	Iteration 60F: 3 clusters Score -4518304 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -4518341.500000 Penalty: 5144.320801
	Iteration 61Q: 3 clusters Score -4518342 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -4518359.000000 Penalty: 5144.320801
	Iteration 62Q: 3 clusters Score -4518359 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -4518389.000000 Penalty: 5144.320801
	Iteration 63Q: 3 clusters Score -4518389 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -4518406.000000 Penalty: 5144.320801
	Iteration 64Q: 3 clusters Score -4518406 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -4518416.000000 Penalty: 5144.320801
	Iteration 65Q: 3 clusters Score -4518416 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -4518438.500000 Penalty: 5144.320801
	Iteration 66Q: 3 clusters Score -4518438 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 30985 members 
Entering Unmasked Estep 
Score: -4518461.000000 Penalty: 5144.320801
	Iteration 67Q: 3 clusters Score -4518461 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -4518483.000000 Penalty: 5144.320801
	Iteration 68Q: 3 clusters Score -4518483 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -4518502.000000 Penalty: 5144.320801
	Iteration 69Q: 3 clusters Score -4518502 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -4518508.000000 Penalty: 5144.320801
	Iteration 70Q: 3 clusters Score -4518508 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -4518515.500000 Penalty: 5144.320801
	Iteration 71Q: 3 clusters Score -4518516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -4518521.000000 Penalty: 5144.320801
	Iteration 72Q: 3 clusters Score -4518521 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 31136 members 
Entering Unmasked Estep 
Score: -4518532.000000 Penalty: 5144.320801
	Iteration 73Q: 3 clusters Score -4518532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -4518551.000000 Penalty: 5144.320801
	Iteration 74Q: 3 clusters Score -4518551 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -4518568.500000 Penalty: 5144.320801
	Iteration 75Q: 3 clusters Score -4518568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 31174 members 
Entering Unmasked Estep 
Score: -4518575.000000 Penalty: 5144.320801
	Iteration 76Q: 3 clusters Score -4518575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -4518574.500000 Penalty: 5144.320801
	Iteration 77Q: 3 clusters Score -4518574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -4518578.500000 Penalty: 5144.320801
	Iteration 78Q: 3 clusters Score -4518578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -4518585.000000 Penalty: 5144.320801
	Iteration 79Q: 3 clusters Score -4518585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 31209 members 
Entering Unmasked Estep 
Score: -4518593.000000 Penalty: 5144.320801
	Iteration 80F: 3 clusters Score -4518593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -4518597.500000 Penalty: 5144.320801
	Iteration 81Q: 3 clusters Score -4518598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -4518605.000000 Penalty: 5144.320801
	Iteration 82Q: 3 clusters Score -4518605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 31239 members 
Entering Unmasked Estep 
Score: -4518602.000000 Penalty: 5144.320801
	Iteration 83Q: 3 clusters Score -4518602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -4518603.500000 Penalty: 5144.320801
	Iteration 84Q: 3 clusters Score -4518604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -4518606.000000 Penalty: 5144.320801
	Iteration 85Q: 3 clusters Score -4518606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
Score: -4518612.000000 Penalty: 5144.320801
	Iteration 86Q: 3 clusters Score -4518612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -4518613.500000 Penalty: 5144.320801
	Iteration 87Q: 3 clusters Score -4518614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -4518615.500000 Penalty: 5144.320801
	Iteration 88Q: 3 clusters Score -4518616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -4518616.000000 Penalty: 5144.320801
	Iteration 89Q: 3 clusters Score -4518616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -4518616.000000 Penalty: 5144.320801
	Iteration 90F: 3 clusters Score -4518616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Entering Unmasked Estep 
Score: -2562087.250000 Penalty: 2431.966309
	Iteration 0F: 2 clusters Score -2562087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -2549252.250000 Penalty: 4863.932617
	Iteration 0F: 3 clusters Score -2549252 nChanged 7880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2553443.500000 Penalty: 4863.932617
	Iteration 1F: 3 clusters Score -2553444 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -2553791.000000 Penalty: 4863.932617
	Iteration 2F: 3 clusters Score -2553791 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2554031.250000 Penalty: 4863.932617
	Iteration 3Q: 3 clusters Score -2554031 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -2554197.500000 Penalty: 4863.932617
	Iteration 4Q: 3 clusters Score -2554198 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2554322.000000 Penalty: 4863.932617
	Iteration 5Q: 3 clusters Score -2554322 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -2554422.250000 Penalty: 4863.932617
	Iteration 6Q: 3 clusters Score -2554422 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2554507.750000 Penalty: 4863.932617
	Iteration 7Q: 3 clusters Score -2554508 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2554598.500000 Penalty: 4863.932617
	Iteration 8Q: 3 clusters Score -2554598 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -2554687.000000 Penalty: 4863.932617
	Iteration 9Q: 3 clusters Score -2554687 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -2554779.750000 Penalty: 4863.932617
	Iteration 10Q: 3 clusters Score -2554780 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -2554862.750000 Penalty: 4863.932617
	Iteration 11Q: 3 clusters Score -2554863 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2554937.000000 Penalty: 4863.932617
	Iteration 12Q: 3 clusters Score -2554937 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2555031.500000 Penalty: 4863.932617
	Iteration 13Q: 3 clusters Score -2555032 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -2555122.250000 Penalty: 4863.932617
	Iteration 14Q: 3 clusters Score -2555122 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2555237.000000 Penalty: 4863.932617
	Iteration 15Q: 3 clusters Score -2555237 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -2555389.750000 Penalty: 4863.932617
	Iteration 16Q: 3 clusters Score -2555390 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -2555554.750000 Penalty: 4863.932617
	Iteration 17Q: 3 clusters Score -2555555 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -2555779.500000 Penalty: 4863.932617
	Iteration 18Q: 3 clusters Score -2555780 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -2556088.750000 Penalty: 4863.932617
	Iteration 19Q: 3 clusters Score -2556089 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -2556496.250000 Penalty: 4863.932617
	Iteration 20F: 3 clusters Score -2556496 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2556955.000000 Penalty: 4863.932617
	Iteration 21Q: 3 clusters Score -2556955 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -2557358.500000 Penalty: 4863.932617
	Iteration 22Q: 3 clusters Score -2557358 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -2557724.250000 Penalty: 4863.932617
	Iteration 23Q: 3 clusters Score -2557724 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -2558004.250000 Penalty: 4863.932617
	Iteration 24Q: 3 clusters Score -2558004 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -2558195.000000 Penalty: 4863.932617
	Iteration 25Q: 3 clusters Score -2558195 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -2558374.750000 Penalty: 4863.932617
	Iteration 26Q: 3 clusters Score -2558375 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -2558544.250000 Penalty: 4863.932617
	Iteration 27Q: 3 clusters Score -2558544 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -2558696.250000 Penalty: 4863.932617
	Iteration 28Q: 3 clusters Score -2558696 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -2558806.750000 Penalty: 4863.932617
	Iteration 29Q: 3 clusters Score -2558807 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -2558895.750000 Penalty: 4863.932617
	Iteration 30Q: 3 clusters Score -2558896 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -2558979.500000 Penalty: 4863.932617
	Iteration 31Q: 3 clusters Score -2558980 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -2559071.000000 Penalty: 4863.932617
	Iteration 32Q: 3 clusters Score -2559071 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -2559155.750000 Penalty: 4863.932617
	Iteration 33Q: 3 clusters Score -2559156 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2559238.000000 Penalty: 4863.932617
	Iteration 34Q: 3 clusters Score -2559238 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -2559308.250000 Penalty: 4863.932617
	Iteration 35Q: 3 clusters Score -2559308 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -2559378.000000 Penalty: 4863.932617
	Iteration 36Q: 3 clusters Score -2559378 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -2559439.250000 Penalty: 4863.932617
	Iteration 37Q: 3 clusters Score -2559439 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -2559490.250000 Penalty: 4863.932617
	Iteration 38Q: 3 clusters Score -2559490 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -2559543.750000 Penalty: 4863.932617
	Iteration 39Q: 3 clusters Score -2559544 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -2559590.750000 Penalty: 4863.932617
	Iteration 40F: 3 clusters Score -2559591 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -2559637.500000 Penalty: 4863.932617
	Iteration 41Q: 3 clusters Score -2559638 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -2559664.750000 Penalty: 4863.932617
	Iteration 42Q: 3 clusters Score -2559665 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -2559691.750000 Penalty: 4863.932617
	Iteration 43Q: 3 clusters Score -2559692 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -2559718.250000 Penalty: 4863.932617
	Iteration 44Q: 3 clusters Score -2559718 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -2559737.500000 Penalty: 4863.932617
	Iteration 45Q: 3 clusters Score -2559738 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -2559759.000000 Penalty: 4863.932617
	Iteration 46Q: 3 clusters Score -2559759 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -2559784.500000 Penalty: 4863.932617
	Iteration 47Q: 3 clusters Score -2559784 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -2559801.750000 Penalty: 4863.932617
	Iteration 48Q: 3 clusters Score -2559802 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -2559815.250000 Penalty: 4863.932617
	Iteration 49Q: 3 clusters Score -2559815 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -2559835.500000 Penalty: 4863.932617
	Iteration 50Q: 3 clusters Score -2559836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -2559842.750000 Penalty: 4863.932617
	Iteration 51Q: 3 clusters Score -2559843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -2559852.500000 Penalty: 4863.932617
	Iteration 52Q: 3 clusters Score -2559852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -2559853.500000 Penalty: 4863.932617
	Iteration 53Q: 3 clusters Score -2559854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -2559867.000000 Penalty: 4863.932617
	Iteration 54Q: 3 clusters Score -2559867 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -2559868.500000 Penalty: 4863.932617
	Iteration 55Q: 3 clusters Score -2559868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -2559876.750000 Penalty: 4863.932617
	Iteration 56Q: 3 clusters Score -2559877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -2559883.500000 Penalty: 4863.932617
	Iteration 57Q: 3 clusters Score -2559884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -2559884.250000 Penalty: 4863.932617
	Iteration 58Q: 3 clusters Score -2559884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -2559884.250000 Penalty: 4863.932617
	Iteration 59Q: 3 clusters Score -2559884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -2559889.250000 Penalty: 4863.932617
	Iteration 60F: 3 clusters Score -2559889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -2559895.000000 Penalty: 4863.932617
	Iteration 61Q: 3 clusters Score -2559895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -2559897.500000 Penalty: 4863.932617
	Iteration 62Q: 3 clusters Score -2559898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -2559899.500000 Penalty: 4863.932617
	Iteration 63Q: 3 clusters Score -2559900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -2559903.500000 Penalty: 4863.932617
	Iteration 64Q: 3 clusters Score -2559904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -2559906.500000 Penalty: 4863.932617
	Iteration 65Q: 3 clusters Score -2559906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -2559906.250000 Penalty: 4863.932617
	Iteration 66Q: 3 clusters Score -2559906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -2559911.250000 Penalty: 4863.932617
	Iteration 67Q: 3 clusters Score -2559911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -2559909.500000 Penalty: 4863.932617
	Iteration 68Q: 3 clusters Score -2559910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -2559909.750000 Penalty: 4863.932617
	Iteration 69Q: 3 clusters Score -2559910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -2559912.500000 Penalty: 4863.932617
	Iteration 70Q: 3 clusters Score -2559912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -2559914.250000 Penalty: 4863.932617
	Iteration 71Q: 3 clusters Score -2559914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -2559914.250000 Penalty: 4863.932617
	Iteration 72F: 3 clusters Score -2559914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Entering Unmasked Estep 
Score: -77580.429688 Penalty: 1573.282349
	Iteration 0F: 2 clusters Score -77580.43 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 298 members 
Entering Unmasked Estep 
Score: -75983.765625 Penalty: 3146.564697
	Iteration 0F: 3 clusters Score -75983.77 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -76158.226562 Penalty: 3146.564697
	Iteration 1F: 3 clusters Score -76158.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -76208.234375 Penalty: 3146.564697
	Iteration 2Q: 3 clusters Score -76208.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -76223.648438 Penalty: 3146.564697
	Iteration 3Q: 3 clusters Score -76223.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -76235.125000 Penalty: 3146.564697
	Iteration 4Q: 3 clusters Score -76235.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -76248.632812 Penalty: 3146.564697
	Iteration 5Q: 3 clusters Score -76248.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -76250.703125 Penalty: 3146.564697
	Iteration 6Q: 3 clusters Score -76250.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -76250.703125 Penalty: 3146.564697
	Iteration 7F: 3 clusters Score -76250.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Entering Unmasked Estep 
Score: -5383602.500000 Penalty: 2623.397705
	Iteration 0F: 2 clusters Score -5383602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -5357000.000000 Penalty: 5246.795410
	Iteration 0F: 3 clusters Score -5357000 nChanged 17887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -5366913.500000 Penalty: 5246.795410
	Iteration 1F: 3 clusters Score -5366914 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -5367367.000000 Penalty: 5246.795410
	Iteration 2Q: 3 clusters Score -5367367 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -5367780.500000 Penalty: 5246.795410
	Iteration 3Q: 3 clusters Score -5367780 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -5368162.000000 Penalty: 5246.795410
	Iteration 4Q: 3 clusters Score -5368162 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -5368526.000000 Penalty: 5246.795410
	Iteration 5Q: 3 clusters Score -5368526 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -5368949.500000 Penalty: 5246.795410
	Iteration 6Q: 3 clusters Score -5368950 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -5369516.000000 Penalty: 5246.795410
	Iteration 7Q: 3 clusters Score -5369516 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -5370307.500000 Penalty: 5246.795410
	Iteration 8Q: 3 clusters Score -5370308 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -5371343.000000 Penalty: 5246.795410
	Iteration 9Q: 3 clusters Score -5371343 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -5372795.000000 Penalty: 5246.795410
	Iteration 10F: 3 clusters Score -5372795 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 31070 members 
Entering Unmasked Estep 
Score: -5374624.500000 Penalty: 5246.795410
	Iteration 11F: 3 clusters Score -5374624 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -5376591.000000 Penalty: 5246.795410
	Iteration 12F: 3 clusters Score -5376591 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -5378300.000000 Penalty: 5246.795410
	Iteration 13F: 3 clusters Score -5378300 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 37084 members 
Entering Unmasked Estep 
Score: -5379702.500000 Penalty: 5246.795410
	Iteration 14Q: 3 clusters Score -5379702 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 37923 members 
Entering Unmasked Estep 
Score: -5380426.500000 Penalty: 5246.795410
	Iteration 15Q: 3 clusters Score -5380426 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -5380858.000000 Penalty: 5246.795410
	Iteration 16Q: 3 clusters Score -5380858 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 38568 members 
Entering Unmasked Estep 
Score: -5381083.000000 Penalty: 5246.795410
	Iteration 17Q: 3 clusters Score -5381083 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -5381206.500000 Penalty: 5246.795410
	Iteration 18Q: 3 clusters Score -5381206 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -5381280.500000 Penalty: 5246.795410
	Iteration 19Q: 3 clusters Score -5381280 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -5381335.000000 Penalty: 5246.795410
	Iteration 20F: 3 clusters Score -5381335 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -5381367.500000 Penalty: 5246.795410
	Iteration 21Q: 3 clusters Score -5381368 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 38775 members 
Entering Unmasked Estep 
Score: -5381382.500000 Penalty: 5246.795410
	Iteration 22Q: 3 clusters Score -5381382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 38785 members 
Entering Unmasked Estep 
Score: -5381393.000000 Penalty: 5246.795410
	Iteration 23Q: 3 clusters Score -5381393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 38796 members 
Entering Unmasked Estep 
Score: -5381398.500000 Penalty: 5246.795410
	Iteration 24Q: 3 clusters Score -5381398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 38804 members 
Entering Unmasked Estep 
Score: -5381416.500000 Penalty: 5246.795410
	Iteration 25Q: 3 clusters Score -5381416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
Score: -5381425.000000 Penalty: 5246.795410
	Iteration 26Q: 3 clusters Score -5381425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
Score: -5381429.500000 Penalty: 5246.795410
	Iteration 27Q: 3 clusters Score -5381430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 38813 members 
Entering Unmasked Estep 
Score: -5381424.000000 Penalty: 5246.795410
	Iteration 28Q: 3 clusters Score -5381424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 38814 members 
Entering Unmasked Estep 
Score: -5381426.500000 Penalty: 5246.795410
	Iteration 29Q: 3 clusters Score -5381426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 38814 members 
Entering Unmasked Estep 
Score: -5381426.500000 Penalty: 5246.795410
	Iteration 30F: 3 clusters Score -5381426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Entering Unmasked Estep 
Score: -107109.132812 Penalty: 1650.549194
	Iteration 0F: 2 clusters Score -107109.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -105304.929688 Penalty: 3301.098389
	Iteration 0F: 3 clusters Score -105304.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -105553.796875 Penalty: 3301.098389
	Iteration 1F: 3 clusters Score -105553.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -105636.992188 Penalty: 3301.098389
	Iteration 2F: 3 clusters Score -105637 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -105677.546875 Penalty: 3301.098389
	Iteration 3Q: 3 clusters Score -105677.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -105700.695312 Penalty: 3301.098389
	Iteration 4Q: 3 clusters Score -105700.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -105710.828125 Penalty: 3301.098389
	Iteration 5Q: 3 clusters Score -105710.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -105715.835938 Penalty: 3301.098389
	Iteration 6Q: 3 clusters Score -105715.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -105719.046875 Penalty: 3301.098389
	Iteration 7Q: 3 clusters Score -105719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -105719.046875 Penalty: 3301.098389
	Iteration 8F: 3 clusters Score -105719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -83711.242188 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -83711.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -82117.789062 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -82117.79 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -82381.398438 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -82381.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -82433.976562 Penalty: 3193.125000
	Iteration 2Q: 3 clusters Score -82433.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -82464.765625 Penalty: 3193.125000
	Iteration 3Q: 3 clusters Score -82464.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -82481.929688 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -82481.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -82485.671875 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -82485.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -82489.078125 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -82489.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -82489.078125 Penalty: 3193.125000
	Iteration 7F: 3 clusters Score -82489.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (157281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157281 members 
Entering Unmasked Estep 
Score: -21966814.000000 Penalty: 2967.515625
	Iteration 0F: 2 clusters Score -2.196681e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78874 members 
Mstep: Class 2 contains 78407 members 
Entering Unmasked Estep 
Score: -21863880.000000 Penalty: 5935.031250
	Iteration 0F: 3 clusters Score -2.186388e+07 nChanged 75224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81298 members 
Mstep: Class 2 contains 75983 members 
Entering Unmasked Estep 
Score: -21907758.000000 Penalty: 5935.031250
	Iteration 1F: 3 clusters Score -2.190776e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82579 members 
Mstep: Class 2 contains 74702 members 
Entering Unmasked Estep 
Score: -21909218.000000 Penalty: 5935.031250
	Iteration 2Q: 3 clusters Score -2.190922e+07 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84429 members 
Mstep: Class 2 contains 72852 members 
Entering Unmasked Estep 
Score: -21911266.000000 Penalty: 5935.031250
	Iteration 3Q: 3 clusters Score -2.191127e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87021 members 
Mstep: Class 2 contains 70260 members 
Entering Unmasked Estep 
Score: -21914166.000000 Penalty: 5935.031250
	Iteration 4Q: 3 clusters Score -2.191417e+07 nChanged 7945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90290 members 
Mstep: Class 2 contains 66991 members 
Entering Unmasked Estep 
Score: -21918736.000000 Penalty: 5935.031250
	Iteration 5F: 3 clusters Score -2.191874e+07 nChanged 9298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94058 members 
Mstep: Class 2 contains 63223 members 
Entering Unmasked Estep 
Score: -21925260.000000 Penalty: 5935.031250
	Iteration 6F: 3 clusters Score -2.192526e+07 nChanged 10234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97882 members 
Mstep: Class 2 contains 59399 members 
Entering Unmasked Estep 
Score: -21932666.000000 Penalty: 5935.031250
	Iteration 7F: 3 clusters Score -2.193267e+07 nChanged 10124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100996 members 
Mstep: Class 2 contains 56285 members 
Entering Unmasked Estep 
Score: -21939776.000000 Penalty: 5935.031250
	Iteration 8F: 3 clusters Score -2.193978e+07 nChanged 8433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103215 members 
Mstep: Class 2 contains 54066 members 
Entering Unmasked Estep 
Score: -21944324.000000 Penalty: 5935.031250
	Iteration 9F: 3 clusters Score -2.194432e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105047 members 
Mstep: Class 2 contains 52234 members 
Entering Unmasked Estep 
Score: -21946588.000000 Penalty: 5935.031250
	Iteration 10Q: 3 clusters Score -2.194659e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106774 members 
Mstep: Class 2 contains 50507 members 
Entering Unmasked Estep 
Score: -21947458.000000 Penalty: 5935.031250
	Iteration 11Q: 3 clusters Score -2.194746e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108443 members 
Mstep: Class 2 contains 48838 members 
Entering Unmasked Estep 
Score: -21948138.000000 Penalty: 5935.031250
	Iteration 12Q: 3 clusters Score -2.194814e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110224 members 
Mstep: Class 2 contains 47057 members 
Entering Unmasked Estep 
Score: -21948722.000000 Penalty: 5935.031250
	Iteration 13Q: 3 clusters Score -2.194872e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112013 members 
Mstep: Class 2 contains 45268 members 
Entering Unmasked Estep 
Score: -21949226.000000 Penalty: 5935.031250
	Iteration 14Q: 3 clusters Score -2.194923e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113816 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -21949650.000000 Penalty: 5935.031250
	Iteration 15Q: 3 clusters Score -2.194965e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115816 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -21950244.000000 Penalty: 5935.031250
	Iteration 16Q: 3 clusters Score -2.195024e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117906 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -21950798.000000 Penalty: 5935.031250
	Iteration 17Q: 3 clusters Score -2.19508e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120106 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
Score: -21951402.000000 Penalty: 5935.031250
	Iteration 18Q: 3 clusters Score -2.19514e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122419 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -21952186.000000 Penalty: 5935.031250
	Iteration 19Q: 3 clusters Score -2.195219e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124739 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
Score: -21952946.000000 Penalty: 5935.031250
	Iteration 20F: 3 clusters Score -2.195295e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127041 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -21953622.000000 Penalty: 5935.031250
	Iteration 21Q: 3 clusters Score -2.195362e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129378 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -21954336.000000 Penalty: 5935.031250
	Iteration 22Q: 3 clusters Score -2.195434e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131723 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -21955098.000000 Penalty: 5935.031250
	Iteration 23Q: 3 clusters Score -2.19551e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133951 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -21955906.000000 Penalty: 5935.031250
	Iteration 24Q: 3 clusters Score -2.195591e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136091 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -21956624.000000 Penalty: 5935.031250
	Iteration 25Q: 3 clusters Score -2.195662e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138196 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -21957408.000000 Penalty: 5935.031250
	Iteration 26Q: 3 clusters Score -2.195741e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140254 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -21958226.000000 Penalty: 5935.031250
	Iteration 27Q: 3 clusters Score -2.195823e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142291 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -21959116.000000 Penalty: 5935.031250
	Iteration 28Q: 3 clusters Score -2.195912e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144215 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -21959966.000000 Penalty: 5935.031250
	Iteration 29Q: 3 clusters Score -2.195997e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145980 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -21960764.000000 Penalty: 5935.031250
	Iteration 30Q: 3 clusters Score -2.196076e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147585 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -21961716.000000 Penalty: 5935.031250
	Iteration 31Q: 3 clusters Score -2.196172e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149002 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -21962602.000000 Penalty: 5935.031250
	Iteration 32Q: 3 clusters Score -2.19626e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150130 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -21963300.000000 Penalty: 5935.031250
	Iteration 33Q: 3 clusters Score -2.19633e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150976 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -21963772.000000 Penalty: 5935.031250
	Iteration 34Q: 3 clusters Score -2.196377e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151651 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -21964150.000000 Penalty: 5935.031250
	Iteration 35Q: 3 clusters Score -2.196415e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152166 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -21964480.000000 Penalty: 5935.031250
	Iteration 36Q: 3 clusters Score -2.196448e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152539 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -21964700.000000 Penalty: 5935.031250
	Iteration 37Q: 3 clusters Score -2.19647e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152845 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -21964846.000000 Penalty: 5935.031250
	Iteration 38Q: 3 clusters Score -2.196485e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153062 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -21964938.000000 Penalty: 5935.031250
	Iteration 39Q: 3 clusters Score -2.196494e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153233 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -21965034.000000 Penalty: 5935.031250
	Iteration 40F: 3 clusters Score -2.196503e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153363 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -21965098.000000 Penalty: 5935.031250
	Iteration 41Q: 3 clusters Score -2.19651e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153486 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -21965176.000000 Penalty: 5935.031250
	Iteration 42Q: 3 clusters Score -2.196518e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153595 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -21965242.000000 Penalty: 5935.031250
	Iteration 43Q: 3 clusters Score -2.196524e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153698 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -21965292.000000 Penalty: 5935.031250
	Iteration 44Q: 3 clusters Score -2.196529e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153765 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -21965306.000000 Penalty: 5935.031250
	Iteration 45Q: 3 clusters Score -2.196531e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153804 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -21965318.000000 Penalty: 5935.031250
	Iteration 46Q: 3 clusters Score -2.196532e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153857 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -21965370.000000 Penalty: 5935.031250
	Iteration 47Q: 3 clusters Score -2.196537e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153895 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -21965366.000000 Penalty: 5935.031250
	Iteration 48Q: 3 clusters Score -2.196537e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153918 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -21965382.000000 Penalty: 5935.031250
	Iteration 49Q: 3 clusters Score -2.196538e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153931 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -21965388.000000 Penalty: 5935.031250
	Iteration 50Q: 3 clusters Score -2.196539e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153946 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -21965400.000000 Penalty: 5935.031250
	Iteration 51Q: 3 clusters Score -2.19654e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153968 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -21965404.000000 Penalty: 5935.031250
	Iteration 52Q: 3 clusters Score -2.19654e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153983 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -21965432.000000 Penalty: 5935.031250
	Iteration 53Q: 3 clusters Score -2.196543e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153998 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -21965460.000000 Penalty: 5935.031250
	Iteration 54Q: 3 clusters Score -2.196546e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154002 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -21965450.000000 Penalty: 5935.031250
	Iteration 55Q: 3 clusters Score -2.196545e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154008 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -21965470.000000 Penalty: 5935.031250
	Iteration 56Q: 3 clusters Score -2.196547e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154016 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -21965472.000000 Penalty: 5935.031250
	Iteration 57Q: 3 clusters Score -2.196547e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154018 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -21965472.000000 Penalty: 5935.031250
	Iteration 58Q: 3 clusters Score -2.196547e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154024 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -21965470.000000 Penalty: 5935.031250
	Iteration 59Q: 3 clusters Score -2.196547e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154028 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -21965468.000000 Penalty: 5935.031250
	Iteration 60F: 3 clusters Score -2.196547e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154032 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -21965468.000000 Penalty: 5935.031250
	Iteration 61Q: 3 clusters Score -2.196547e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154042 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -21965462.000000 Penalty: 5935.031250
	Iteration 62Q: 3 clusters Score -2.196546e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154052 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -21965482.000000 Penalty: 5935.031250
	Iteration 63Q: 3 clusters Score -2.196548e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154067 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -21965492.000000 Penalty: 5935.031250
	Iteration 64Q: 3 clusters Score -2.196549e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154076 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -21965486.000000 Penalty: 5935.031250
	Iteration 65Q: 3 clusters Score -2.196549e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154081 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -21965472.000000 Penalty: 5935.031250
	Iteration 66Q: 3 clusters Score -2.196547e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154084 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -21965480.000000 Penalty: 5935.031250
	Iteration 67Q: 3 clusters Score -2.196548e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154088 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -21965488.000000 Penalty: 5935.031250
	Iteration 68Q: 3 clusters Score -2.196549e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154089 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -21965492.000000 Penalty: 5935.031250
	Iteration 69Q: 3 clusters Score -2.196549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154090 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -21965500.000000 Penalty: 5935.031250
	Iteration 70Q: 3 clusters Score -2.19655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154096 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -21965508.000000 Penalty: 5935.031250
	Iteration 71Q: 3 clusters Score -2.196551e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154102 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -21965512.000000 Penalty: 5935.031250
	Iteration 72Q: 3 clusters Score -2.196551e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154106 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -21965522.000000 Penalty: 5935.031250
	Iteration 73Q: 3 clusters Score -2.196552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154111 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -21965520.000000 Penalty: 5935.031250
	Iteration 74Q: 3 clusters Score -2.196552e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154111 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -21965524.000000 Penalty: 5935.031250
	Iteration 75Q: 3 clusters Score -2.196552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154110 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -21965522.000000 Penalty: 5935.031250
	Iteration 76Q: 3 clusters Score -2.196552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154107 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -21965538.000000 Penalty: 5935.031250
	Iteration 77Q: 3 clusters Score -2.196554e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154103 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -21965542.000000 Penalty: 5935.031250
	Iteration 78Q: 3 clusters Score -2.196554e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154100 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -21965520.000000 Penalty: 5935.031250
	Iteration 79Q: 3 clusters Score -2.196552e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154100 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -21965508.000000 Penalty: 5935.031250
	Iteration 80F: 3 clusters Score -2.196551e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154100 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -21965520.000000 Penalty: 5935.031250
	Iteration 81Q: 3 clusters Score -2.196552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154103 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -21965510.000000 Penalty: 5935.031250
	Iteration 82Q: 3 clusters Score -2.196551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154106 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -21965508.000000 Penalty: 5935.031250
	Iteration 83Q: 3 clusters Score -2.196551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154109 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -21965518.000000 Penalty: 5935.031250
	Iteration 84Q: 3 clusters Score -2.196552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154111 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -21965516.000000 Penalty: 5935.031250
	Iteration 85Q: 3 clusters Score -2.196552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154112 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -21965506.000000 Penalty: 5935.031250
	Iteration 86Q: 3 clusters Score -2.196551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154112 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -21965512.000000 Penalty: 5935.031250
	Iteration 87Q: 3 clusters Score -2.196551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154112 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -21965516.000000 Penalty: 5935.031250
	Iteration 88Q: 3 clusters Score -2.196552e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154114 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -21965508.000000 Penalty: 5935.031250
	Iteration 89Q: 3 clusters Score -2.196551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154117 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -21965522.000000 Penalty: 5935.031250
	Iteration 90Q: 3 clusters Score -2.196552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154119 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -21965506.000000 Penalty: 5935.031250
	Iteration 91Q: 3 clusters Score -2.196551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154119 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -21965524.000000 Penalty: 5935.031250
	Iteration 92Q: 3 clusters Score -2.196552e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154121 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -21965532.000000 Penalty: 5935.031250
	Iteration 93Q: 3 clusters Score -2.196553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154122 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -21965528.000000 Penalty: 5935.031250
	Iteration 94Q: 3 clusters Score -2.196553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154123 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -21965526.000000 Penalty: 5935.031250
	Iteration 95Q: 3 clusters Score -2.196553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154124 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -21965522.000000 Penalty: 5935.031250
	Iteration 96Q: 3 clusters Score -2.196552e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154124 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -21965522.000000 Penalty: 5935.031250
	Iteration 97Q: 3 clusters Score -2.196552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154125 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -21965526.000000 Penalty: 5935.031250
	Iteration 98Q: 3 clusters Score -2.196553e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154125 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -21965526.000000 Penalty: 5935.031250
	Iteration 99F: 3 clusters Score -2.196553e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Entering Unmasked Estep 
Score: -3953720.000000 Penalty: 2537.714355
	Iteration 0F: 2 clusters Score -3953720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -3934661.000000 Penalty: 5075.428711
	Iteration 0F: 3 clusters Score -3934661 nChanged 12429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -3941575.750000 Penalty: 5075.428711
	Iteration 1F: 3 clusters Score -3941576 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -3942063.000000 Penalty: 5075.428711
	Iteration 2Q: 3 clusters Score -3942063 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -3942542.250000 Penalty: 5075.428711
	Iteration 3Q: 3 clusters Score -3942542 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -3943033.000000 Penalty: 5075.428711
	Iteration 4Q: 3 clusters Score -3943033 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -3943789.250000 Penalty: 5075.428711
	Iteration 5F: 3 clusters Score -3943789 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -3944777.250000 Penalty: 5075.428711
	Iteration 6F: 3 clusters Score -3944777 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -3946089.000000 Penalty: 5075.428711
	Iteration 7F: 3 clusters Score -3946089 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -3947588.750000 Penalty: 5075.428711
	Iteration 8F: 3 clusters Score -3947589 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -3948925.250000 Penalty: 5075.428711
	Iteration 9F: 3 clusters Score -3948925 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -3949934.500000 Penalty: 5075.428711
	Iteration 10Q: 3 clusters Score -3949934 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -3950518.750000 Penalty: 5075.428711
	Iteration 11Q: 3 clusters Score -3950519 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3950878.750000 Penalty: 5075.428711
	Iteration 12Q: 3 clusters Score -3950879 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3951052.750000 Penalty: 5075.428711
	Iteration 13Q: 3 clusters Score -3951053 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3951205.000000 Penalty: 5075.428711
	Iteration 14Q: 3 clusters Score -3951205 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3951286.000000 Penalty: 5075.428711
	Iteration 15Q: 3 clusters Score -3951286 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3951359.750000 Penalty: 5075.428711
	Iteration 16Q: 3 clusters Score -3951360 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3951419.750000 Penalty: 5075.428711
	Iteration 17Q: 3 clusters Score -3951420 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3951474.250000 Penalty: 5075.428711
	Iteration 18Q: 3 clusters Score -3951474 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3951502.000000 Penalty: 5075.428711
	Iteration 19Q: 3 clusters Score -3951502 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3951535.250000 Penalty: 5075.428711
	Iteration 20F: 3 clusters Score -3951535 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3951548.250000 Penalty: 5075.428711
	Iteration 21Q: 3 clusters Score -3951548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3951567.000000 Penalty: 5075.428711
	Iteration 22Q: 3 clusters Score -3951567 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3951572.500000 Penalty: 5075.428711
	Iteration 23Q: 3 clusters Score -3951572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3951583.000000 Penalty: 5075.428711
	Iteration 24Q: 3 clusters Score -3951583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3951587.250000 Penalty: 5075.428711
	Iteration 25Q: 3 clusters Score -3951587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3951593.750000 Penalty: 5075.428711
	Iteration 26Q: 3 clusters Score -3951594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3951601.250000 Penalty: 5075.428711
	Iteration 27Q: 3 clusters Score -3951601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3951606.250000 Penalty: 5075.428711
	Iteration 28Q: 3 clusters Score -3951606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3951606.000000 Penalty: 5075.428711
	Iteration 29Q: 3 clusters Score -3951606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3951605.250000 Penalty: 5075.428711
	Iteration 30Q: 3 clusters Score -3951605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3951602.000000 Penalty: 5075.428711
	Iteration 31Q: 3 clusters Score -3951602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3951608.500000 Penalty: 5075.428711
	Iteration 32Q: 3 clusters Score -3951608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3951609.250000 Penalty: 5075.428711
	Iteration 33Q: 3 clusters Score -3951609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3951608.000000 Penalty: 5075.428711
	Iteration 34Q: 3 clusters Score -3951608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3951612.000000 Penalty: 5075.428711
	Iteration 35Q: 3 clusters Score -3951612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3951610.250000 Penalty: 5075.428711
	Iteration 36Q: 3 clusters Score -3951610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3951613.750000 Penalty: 5075.428711
	Iteration 37Q: 3 clusters Score -3951614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3951615.250000 Penalty: 5075.428711
	Iteration 38Q: 3 clusters Score -3951615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3951618.750000 Penalty: 5075.428711
	Iteration 39Q: 3 clusters Score -3951619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3951620.500000 Penalty: 5075.428711
	Iteration 40F: 3 clusters Score -3951620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3951622.500000 Penalty: 5075.428711
	Iteration 41Q: 3 clusters Score -3951622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3951624.000000 Penalty: 5075.428711
	Iteration 42Q: 3 clusters Score -3951624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3951630.500000 Penalty: 5075.428711
	Iteration 43Q: 3 clusters Score -3951630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3951630.750000 Penalty: 5075.428711
	Iteration 44Q: 3 clusters Score -3951631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3951630.750000 Penalty: 5075.428711
	Iteration 45F: 3 clusters Score -3951631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Entering Unmasked Estep 
Score: -420787.937500 Penalty: 1997.679077
	Iteration 0F: 2 clusters Score -420787.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -417395.468750 Penalty: 3995.358154
	Iteration 0F: 3 clusters Score -417395.5 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -418114.406250 Penalty: 3995.358154
	Iteration 1F: 3 clusters Score -418114.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -418290.531250 Penalty: 3995.358154
	Iteration 2F: 3 clusters Score -418290.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -418416.031250 Penalty: 3995.358154
	Iteration 3Q: 3 clusters Score -418416 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -418537.687500 Penalty: 3995.358154
	Iteration 4Q: 3 clusters Score -418537.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -418665.875000 Penalty: 3995.358154
	Iteration 5Q: 3 clusters Score -418665.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -418793.531250 Penalty: 3995.358154
	Iteration 6Q: 3 clusters Score -418793.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -418977.843750 Penalty: 3995.358154
	Iteration 7Q: 3 clusters Score -418977.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -419201.968750 Penalty: 3995.358154
	Iteration 8Q: 3 clusters Score -419202 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -419329.187500 Penalty: 3995.358154
	Iteration 9Q: 3 clusters Score -419329.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -419456.250000 Penalty: 3995.358154
	Iteration 10Q: 3 clusters Score -419456.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -419563.156250 Penalty: 3995.358154
	Iteration 11Q: 3 clusters Score -419563.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -419666.781250 Penalty: 3995.358154
	Iteration 12Q: 3 clusters Score -419666.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -419767.312500 Penalty: 3995.358154
	Iteration 13Q: 3 clusters Score -419767.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -419861.625000 Penalty: 3995.358154
	Iteration 14Q: 3 clusters Score -419861.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -419965.250000 Penalty: 3995.358154
	Iteration 15Q: 3 clusters Score -419965.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -420050.343750 Penalty: 3995.358154
	Iteration 16Q: 3 clusters Score -420050.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -420106.531250 Penalty: 3995.358154
	Iteration 17Q: 3 clusters Score -420106.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -420147.593750 Penalty: 3995.358154
	Iteration 18Q: 3 clusters Score -420147.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -420173.406250 Penalty: 3995.358154
	Iteration 19Q: 3 clusters Score -420173.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -420195.500000 Penalty: 3995.358154
	Iteration 20F: 3 clusters Score -420195.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -420212.468750 Penalty: 3995.358154
	Iteration 21Q: 3 clusters Score -420212.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -420225.187500 Penalty: 3995.358154
	Iteration 22Q: 3 clusters Score -420225.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -420250.468750 Penalty: 3995.358154
	Iteration 23Q: 3 clusters Score -420250.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -420269.781250 Penalty: 3995.358154
	Iteration 24Q: 3 clusters Score -420269.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -420281.000000 Penalty: 3995.358154
	Iteration 25Q: 3 clusters Score -420281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -420292.468750 Penalty: 3995.358154
	Iteration 26Q: 3 clusters Score -420292.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -420298.281250 Penalty: 3995.358154
	Iteration 27Q: 3 clusters Score -420298.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -420303.281250 Penalty: 3995.358154
	Iteration 28Q: 3 clusters Score -420303.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -420309.343750 Penalty: 3995.358154
	Iteration 29Q: 3 clusters Score -420309.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -420312.281250 Penalty: 3995.358154
	Iteration 30Q: 3 clusters Score -420312.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -420314.281250 Penalty: 3995.358154
	Iteration 31Q: 3 clusters Score -420314.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -420316.343750 Penalty: 3995.358154
	Iteration 32Q: 3 clusters Score -420316.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -420316.906250 Penalty: 3995.358154
	Iteration 33Q: 3 clusters Score -420316.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -420318.062500 Penalty: 3995.358154
	Iteration 34Q: 3 clusters Score -420318.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -420320.656250 Penalty: 3995.358154
	Iteration 35Q: 3 clusters Score -420320.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -420321.062500 Penalty: 3995.358154
	Iteration 36Q: 3 clusters Score -420321.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -420321.656250 Penalty: 3995.358154
	Iteration 37Q: 3 clusters Score -420321.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -420322.781250 Penalty: 3995.358154
	Iteration 38Q: 3 clusters Score -420322.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -420325.250000 Penalty: 3995.358154
	Iteration 39Q: 3 clusters Score -420325.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -420326.218750 Penalty: 3995.358154
	Iteration 40F: 3 clusters Score -420326.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -420327.500000 Penalty: 3995.358154
	Iteration 41Q: 3 clusters Score -420327.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -420329.500000 Penalty: 3995.358154
	Iteration 42Q: 3 clusters Score -420329.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -420330.500000 Penalty: 3995.358154
	Iteration 43Q: 3 clusters Score -420330.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -420332.000000 Penalty: 3995.358154
	Iteration 44Q: 3 clusters Score -420332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -420334.000000 Penalty: 3995.358154
	Iteration 45Q: 3 clusters Score -420334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -420337.093750 Penalty: 3995.358154
	Iteration 46Q: 3 clusters Score -420337.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -420337.156250 Penalty: 3995.358154
	Iteration 47Q: 3 clusters Score -420337.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -420337.156250 Penalty: 3995.358154
	Iteration 48F: 3 clusters Score -420337.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -20851.794922 Penalty: 1315.219604
	Iteration 0F: 2 clusters Score -20851.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -19793.259766 Penalty: 2630.439209
	Iteration 0F: 3 clusters Score -19793.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -19867.423828 Penalty: 2630.439209
	Iteration 1F: 3 clusters Score -19867.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19894.080078 Penalty: 2630.439209
	Iteration 2Q: 3 clusters Score -19894.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -19932.728516 Penalty: 2630.439209
	Iteration 3Q: 3 clusters Score -19932.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -19942.308594 Penalty: 2630.439209
	Iteration 4Q: 3 clusters Score -19942.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19950.826172 Penalty: 2630.439209
	Iteration 5Q: 3 clusters Score -19950.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19950.826172 Penalty: 2630.439209
	Iteration 6F: 3 clusters Score -19950.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -52986.144531 Penalty: 1499.748291
	Iteration 0F: 2 clusters Score -52986.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -51625.175781 Penalty: 2999.496582
	Iteration 0F: 3 clusters Score -51625.18 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -51821.011719 Penalty: 2999.496582
	Iteration 1F: 3 clusters Score -51821.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -51872.238281 Penalty: 2999.496582
	Iteration 2Q: 3 clusters Score -51872.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -51888.476562 Penalty: 2999.496582
	Iteration 3Q: 3 clusters Score -51888.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -51888.476562 Penalty: 2999.496582
	Iteration 4F: 3 clusters Score -51888.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Entering Unmasked Estep 
Score: -531353.625000 Penalty: 2047.702881
	Iteration 0F: 2 clusters Score -531353.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -527536.562500 Penalty: 4095.405762
	Iteration 0F: 3 clusters Score -527536.6 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -528383.937500 Penalty: 4095.405762
	Iteration 1F: 3 clusters Score -528383.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -528624.625000 Penalty: 4095.405762
	Iteration 2F: 3 clusters Score -528624.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -528810.750000 Penalty: 4095.405762
	Iteration 3F: 3 clusters Score -528810.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -528964.875000 Penalty: 4095.405762
	Iteration 4F: 3 clusters Score -528964.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -529095.562500 Penalty: 4095.405762
	Iteration 5Q: 3 clusters Score -529095.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -529210.562500 Penalty: 4095.405762
	Iteration 6Q: 3 clusters Score -529210.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -529329.187500 Penalty: 4095.405762
	Iteration 7Q: 3 clusters Score -529329.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -529457.687500 Penalty: 4095.405762
	Iteration 8Q: 3 clusters Score -529457.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -529597.125000 Penalty: 4095.405762
	Iteration 9Q: 3 clusters Score -529597.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -529706.062500 Penalty: 4095.405762
	Iteration 10Q: 3 clusters Score -529706.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -529780.375000 Penalty: 4095.405762
	Iteration 11Q: 3 clusters Score -529780.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -529822.437500 Penalty: 4095.405762
	Iteration 12Q: 3 clusters Score -529822.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -529856.062500 Penalty: 4095.405762
	Iteration 13Q: 3 clusters Score -529856.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -529874.437500 Penalty: 4095.405762
	Iteration 14Q: 3 clusters Score -529874.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -529895.937500 Penalty: 4095.405762
	Iteration 15Q: 3 clusters Score -529895.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -529909.812500 Penalty: 4095.405762
	Iteration 16Q: 3 clusters Score -529909.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -529918.187500 Penalty: 4095.405762
	Iteration 17Q: 3 clusters Score -529918.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -529924.312500 Penalty: 4095.405762
	Iteration 18Q: 3 clusters Score -529924.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -529929.812500 Penalty: 4095.405762
	Iteration 19Q: 3 clusters Score -529929.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -529937.250000 Penalty: 4095.405762
	Iteration 20F: 3 clusters Score -529937.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -529939.562500 Penalty: 4095.405762
	Iteration 21Q: 3 clusters Score -529939.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -529941.250000 Penalty: 4095.405762
	Iteration 22Q: 3 clusters Score -529941.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -529943.312500 Penalty: 4095.405762
	Iteration 23Q: 3 clusters Score -529943.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -529947.937500 Penalty: 4095.405762
	Iteration 24Q: 3 clusters Score -529947.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -529950.125000 Penalty: 4095.405762
	Iteration 25Q: 3 clusters Score -529950.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -529952.625000 Penalty: 4095.405762
	Iteration 26Q: 3 clusters Score -529952.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -529954.312500 Penalty: 4095.405762
	Iteration 27Q: 3 clusters Score -529954.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -529953.937500 Penalty: 4095.405762
	Iteration 28Q: 3 clusters Score -529953.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -529957.125000 Penalty: 4095.405762
	Iteration 29Q: 3 clusters Score -529957.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -529960.500000 Penalty: 4095.405762
	Iteration 30Q: 3 clusters Score -529960.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -529962.187500 Penalty: 4095.405762
	Iteration 31Q: 3 clusters Score -529962.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -529963.875000 Penalty: 4095.405762
	Iteration 32Q: 3 clusters Score -529963.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -529967.687500 Penalty: 4095.405762
	Iteration 33Q: 3 clusters Score -529967.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -529973.187500 Penalty: 4095.405762
	Iteration 34Q: 3 clusters Score -529973.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -529978.437500 Penalty: 4095.405762
	Iteration 35Q: 3 clusters Score -529978.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -529985.375000 Penalty: 4095.405762
	Iteration 36Q: 3 clusters Score -529985.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -529992.875000 Penalty: 4095.405762
	Iteration 37Q: 3 clusters Score -529992.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -529999.250000 Penalty: 4095.405762
	Iteration 38Q: 3 clusters Score -529999.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -530007.625000 Penalty: 4095.405762
	Iteration 39Q: 3 clusters Score -530007.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -530012.312500 Penalty: 4095.405762
	Iteration 40F: 3 clusters Score -530012.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -530015.375000 Penalty: 4095.405762
	Iteration 41Q: 3 clusters Score -530015.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -530022.625000 Penalty: 4095.405762
	Iteration 42Q: 3 clusters Score -530022.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -530027.375000 Penalty: 4095.405762
	Iteration 43Q: 3 clusters Score -530027.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -530032.187500 Penalty: 4095.405762
	Iteration 44Q: 3 clusters Score -530032.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -530033.062500 Penalty: 4095.405762
	Iteration 45Q: 3 clusters Score -530033.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -530033.062500 Penalty: 4095.405762
	Iteration 46F: 3 clusters Score -530033.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Entering Unmasked Estep 
Score: -343056.562500 Penalty: 1945.760254
	Iteration 0F: 2 clusters Score -343056.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -340068.656250 Penalty: 3891.520508
	Iteration 0F: 3 clusters Score -340068.7 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -340614.500000 Penalty: 3891.520508
	Iteration 1F: 3 clusters Score -340614.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -340762.656250 Penalty: 3891.520508
	Iteration 2F: 3 clusters Score -340762.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -340838.250000 Penalty: 3891.520508
	Iteration 3Q: 3 clusters Score -340838.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -340871.250000 Penalty: 3891.520508
	Iteration 4Q: 3 clusters Score -340871.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -340905.562500 Penalty: 3891.520508
	Iteration 5Q: 3 clusters Score -340905.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -340941.750000 Penalty: 3891.520508
	Iteration 6Q: 3 clusters Score -340941.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -340969.156250 Penalty: 3891.520508
	Iteration 7Q: 3 clusters Score -340969.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -340989.875000 Penalty: 3891.520508
	Iteration 8Q: 3 clusters Score -340989.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -341006.843750 Penalty: 3891.520508
	Iteration 9Q: 3 clusters Score -341006.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -341020.718750 Penalty: 3891.520508
	Iteration 10Q: 3 clusters Score -341020.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -341034.968750 Penalty: 3891.520508
	Iteration 11Q: 3 clusters Score -341035 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -341046.656250 Penalty: 3891.520508
	Iteration 12Q: 3 clusters Score -341046.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -341054.031250 Penalty: 3891.520508
	Iteration 13Q: 3 clusters Score -341054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -341057.593750 Penalty: 3891.520508
	Iteration 14Q: 3 clusters Score -341057.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -341062.937500 Penalty: 3891.520508
	Iteration 15Q: 3 clusters Score -341062.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -341068.750000 Penalty: 3891.520508
	Iteration 16Q: 3 clusters Score -341068.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -341075.312500 Penalty: 3891.520508
	Iteration 17Q: 3 clusters Score -341075.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -341082.750000 Penalty: 3891.520508
	Iteration 18Q: 3 clusters Score -341082.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -341094.312500 Penalty: 3891.520508
	Iteration 19Q: 3 clusters Score -341094.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -341104.468750 Penalty: 3891.520508
	Iteration 20F: 3 clusters Score -341104.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -341111.968750 Penalty: 3891.520508
	Iteration 21Q: 3 clusters Score -341112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -341119.906250 Penalty: 3891.520508
	Iteration 22Q: 3 clusters Score -341119.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -341126.968750 Penalty: 3891.520508
	Iteration 23Q: 3 clusters Score -341127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -341131.875000 Penalty: 3891.520508
	Iteration 24Q: 3 clusters Score -341131.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -341140.156250 Penalty: 3891.520508
	Iteration 25Q: 3 clusters Score -341140.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -341145.218750 Penalty: 3891.520508
	Iteration 26Q: 3 clusters Score -341145.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -341148.656250 Penalty: 3891.520508
	Iteration 27Q: 3 clusters Score -341148.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -341154.656250 Penalty: 3891.520508
	Iteration 28Q: 3 clusters Score -341154.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -341159.218750 Penalty: 3891.520508
	Iteration 29Q: 3 clusters Score -341159.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -341164.812500 Penalty: 3891.520508
	Iteration 30Q: 3 clusters Score -341164.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -341169.312500 Penalty: 3891.520508
	Iteration 31Q: 3 clusters Score -341169.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -341174.812500 Penalty: 3891.520508
	Iteration 32Q: 3 clusters Score -341174.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -341181.343750 Penalty: 3891.520508
	Iteration 33Q: 3 clusters Score -341181.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -341186.375000 Penalty: 3891.520508
	Iteration 34Q: 3 clusters Score -341186.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -341195.125000 Penalty: 3891.520508
	Iteration 35Q: 3 clusters Score -341195.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -341201.781250 Penalty: 3891.520508
	Iteration 36Q: 3 clusters Score -341201.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -341209.687500 Penalty: 3891.520508
	Iteration 37Q: 3 clusters Score -341209.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -341217.437500 Penalty: 3891.520508
	Iteration 38Q: 3 clusters Score -341217.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -341225.125000 Penalty: 3891.520508
	Iteration 39Q: 3 clusters Score -341225.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -341232.843750 Penalty: 3891.520508
	Iteration 40F: 3 clusters Score -341232.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -341240.062500 Penalty: 3891.520508
	Iteration 41Q: 3 clusters Score -341240.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -341246.718750 Penalty: 3891.520508
	Iteration 42Q: 3 clusters Score -341246.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -341256.812500 Penalty: 3891.520508
	Iteration 43Q: 3 clusters Score -341256.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -341266.000000 Penalty: 3891.520508
	Iteration 44Q: 3 clusters Score -341266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -341274.562500 Penalty: 3891.520508
	Iteration 45Q: 3 clusters Score -341274.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -341281.000000 Penalty: 3891.520508
	Iteration 46Q: 3 clusters Score -341281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -341285.062500 Penalty: 3891.520508
	Iteration 47Q: 3 clusters Score -341285.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -341288.937500 Penalty: 3891.520508
	Iteration 48Q: 3 clusters Score -341288.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -341294.000000 Penalty: 3891.520508
	Iteration 49Q: 3 clusters Score -341294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -341300.156250 Penalty: 3891.520508
	Iteration 50Q: 3 clusters Score -341300.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -341305.406250 Penalty: 3891.520508
	Iteration 51Q: 3 clusters Score -341305.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -341314.375000 Penalty: 3891.520508
	Iteration 52Q: 3 clusters Score -341314.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -341321.343750 Penalty: 3891.520508
	Iteration 53Q: 3 clusters Score -341321.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -341327.843750 Penalty: 3891.520508
	Iteration 54Q: 3 clusters Score -341327.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -341332.937500 Penalty: 3891.520508
	Iteration 55Q: 3 clusters Score -341332.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -341339.093750 Penalty: 3891.520508
	Iteration 56Q: 3 clusters Score -341339.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -341344.218750 Penalty: 3891.520508
	Iteration 57Q: 3 clusters Score -341344.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -341345.375000 Penalty: 3891.520508
	Iteration 58Q: 3 clusters Score -341345.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -341350.718750 Penalty: 3891.520508
	Iteration 59Q: 3 clusters Score -341350.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -341357.531250 Penalty: 3891.520508
	Iteration 60F: 3 clusters Score -341357.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -341361.125000 Penalty: 3891.520508
	Iteration 61Q: 3 clusters Score -341361.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -341366.562500 Penalty: 3891.520508
	Iteration 62Q: 3 clusters Score -341366.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -341375.031250 Penalty: 3891.520508
	Iteration 63Q: 3 clusters Score -341375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -341384.437500 Penalty: 3891.520508
	Iteration 64Q: 3 clusters Score -341384.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -341389.968750 Penalty: 3891.520508
	Iteration 65Q: 3 clusters Score -341390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -341399.937500 Penalty: 3891.520508
	Iteration 66Q: 3 clusters Score -341399.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -341407.718750 Penalty: 3891.520508
	Iteration 67Q: 3 clusters Score -341407.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -341412.031250 Penalty: 3891.520508
	Iteration 68Q: 3 clusters Score -341412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -341419.062500 Penalty: 3891.520508
	Iteration 69Q: 3 clusters Score -341419.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -341427.656250 Penalty: 3891.520508
	Iteration 70Q: 3 clusters Score -341427.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -341438.343750 Penalty: 3891.520508
	Iteration 71Q: 3 clusters Score -341438.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -341444.000000 Penalty: 3891.520508
	Iteration 72Q: 3 clusters Score -341444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -341448.718750 Penalty: 3891.520508
	Iteration 73Q: 3 clusters Score -341448.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -341455.375000 Penalty: 3891.520508
	Iteration 74Q: 3 clusters Score -341455.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -341458.000000 Penalty: 3891.520508
	Iteration 75Q: 3 clusters Score -341458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -341467.093750 Penalty: 3891.520508
	Iteration 76Q: 3 clusters Score -341467.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -341474.625000 Penalty: 3891.520508
	Iteration 77Q: 3 clusters Score -341474.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -341485.000000 Penalty: 3891.520508
	Iteration 78Q: 3 clusters Score -341485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -341492.468750 Penalty: 3891.520508
	Iteration 79Q: 3 clusters Score -341492.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -341497.593750 Penalty: 3891.520508
	Iteration 80F: 3 clusters Score -341497.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -341501.875000 Penalty: 3891.520508
	Iteration 81Q: 3 clusters Score -341501.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -341505.218750 Penalty: 3891.520508
	Iteration 82Q: 3 clusters Score -341505.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -341508.250000 Penalty: 3891.520508
	Iteration 83Q: 3 clusters Score -341508.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -341509.593750 Penalty: 3891.520508
	Iteration 84Q: 3 clusters Score -341509.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -341509.906250 Penalty: 3891.520508
	Iteration 85Q: 3 clusters Score -341509.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -341509.906250 Penalty: 3891.520508
	Iteration 86F: 3 clusters Score -341509.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (166402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166402 members 
Entering Unmasked Estep 
Score: -23235834.000000 Penalty: 2981.496094
	Iteration 0F: 2 clusters Score -2.323583e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83079 members 
Mstep: Class 2 contains 83323 members 
Entering Unmasked Estep 
Score: -23128716.000000 Penalty: 5962.992188
	Iteration 0F: 3 clusters Score -2.312872e+07 nChanged 79689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80506 members 
Mstep: Class 2 contains 85896 members 
Entering Unmasked Estep 
Score: -23174580.000000 Penalty: 5962.992188
	Iteration 1F: 3 clusters Score -2.317458e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79253 members 
Mstep: Class 2 contains 87149 members 
Entering Unmasked Estep 
Score: -23175262.000000 Penalty: 5962.992188
	Iteration 2Q: 3 clusters Score -2.317526e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77369 members 
Mstep: Class 2 contains 89033 members 
Entering Unmasked Estep 
Score: -23176144.000000 Penalty: 5962.992188
	Iteration 3Q: 3 clusters Score -2.317614e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74533 members 
Mstep: Class 2 contains 91869 members 
Entering Unmasked Estep 
Score: -23177354.000000 Penalty: 5962.992188
	Iteration 4Q: 3 clusters Score -2.317735e+07 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70406 members 
Mstep: Class 2 contains 95996 members 
Entering Unmasked Estep 
Score: -23179122.000000 Penalty: 5962.992188
	Iteration 5Q: 3 clusters Score -2.317912e+07 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64533 members 
Mstep: Class 2 contains 101869 members 
Entering Unmasked Estep 
Score: -23182402.000000 Penalty: 5962.992188
	Iteration 6Q: 3 clusters Score -2.31824e+07 nChanged 8818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56583 members 
Mstep: Class 2 contains 109819 members 
Entering Unmasked Estep 
Score: -23187406.000000 Penalty: 5962.992188
	Iteration 7F: 3 clusters Score -2.318741e+07 nChanged 10781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46510 members 
Mstep: Class 2 contains 119892 members 
Entering Unmasked Estep 
Score: -23195460.000000 Penalty: 5962.992188
	Iteration 8F: 3 clusters Score -2.319546e+07 nChanged 11540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 130848 members 
Entering Unmasked Estep 
Score: -23205724.000000 Penalty: 5962.992188
	Iteration 9F: 3 clusters Score -2.320572e+07 nChanged 10079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 140351 members 
Entering Unmasked Estep 
Score: -23215252.000000 Penalty: 5962.992188
	Iteration 10F: 3 clusters Score -2.321525e+07 nChanged 7318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 147011 members 
Entering Unmasked Estep 
Score: -23222140.000000 Penalty: 5962.992188
	Iteration 11Q: 3 clusters Score -2.322214e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 151347 members 
Entering Unmasked Estep 
Score: -23226250.000000 Penalty: 5962.992188
	Iteration 12Q: 3 clusters Score -2.322625e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 154427 members 
Entering Unmasked Estep 
Score: -23228806.000000 Penalty: 5962.992188
	Iteration 13Q: 3 clusters Score -2.322881e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 156935 members 
Entering Unmasked Estep 
Score: -23230618.000000 Penalty: 5962.992188
	Iteration 14Q: 3 clusters Score -2.323062e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 159082 members 
Entering Unmasked Estep 
Score: -23231822.000000 Penalty: 5962.992188
	Iteration 15Q: 3 clusters Score -2.323182e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 160913 members 
Entering Unmasked Estep 
Score: -23232532.000000 Penalty: 5962.992188
	Iteration 16Q: 3 clusters Score -2.323253e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 162404 members 
Entering Unmasked Estep 
Score: -23233028.000000 Penalty: 5962.992188
	Iteration 17Q: 3 clusters Score -2.323303e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 163503 members 
Entering Unmasked Estep 
Score: -23233290.000000 Penalty: 5962.992188
	Iteration 18Q: 3 clusters Score -2.323329e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 164236 members 
Entering Unmasked Estep 
Score: -23233350.000000 Penalty: 5962.992188
	Iteration 19Q: 3 clusters Score -2.323335e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 164700 members 
Entering Unmasked Estep 
Score: -23233448.000000 Penalty: 5962.992188
	Iteration 20F: 3 clusters Score -2.323345e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 165024 members 
Entering Unmasked Estep 
Score: -23233472.000000 Penalty: 5962.992188
	Iteration 21Q: 3 clusters Score -2.323347e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 165245 members 
Entering Unmasked Estep 
Score: -23233416.000000 Penalty: 5962.992188
	Iteration 22Q: 3 clusters Score -2.323342e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 165389 members 
Entering Unmasked Estep 
Score: -23233442.000000 Penalty: 5962.992188
	Iteration 23Q: 3 clusters Score -2.323344e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 165490 members 
Entering Unmasked Estep 
Score: -23233450.000000 Penalty: 5962.992188
	Iteration 24Q: 3 clusters Score -2.323345e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 165555 members 
Entering Unmasked Estep 
Score: -23233466.000000 Penalty: 5962.992188
	Iteration 25Q: 3 clusters Score -2.323347e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 165606 members 
Entering Unmasked Estep 
Score: -23233488.000000 Penalty: 5962.992188
	Iteration 26Q: 3 clusters Score -2.323349e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 165635 members 
Entering Unmasked Estep 
Score: -23233496.000000 Penalty: 5962.992188
	Iteration 27Q: 3 clusters Score -2.32335e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 165666 members 
Entering Unmasked Estep 
Score: -23233488.000000 Penalty: 5962.992188
	Iteration 28Q: 3 clusters Score -2.323349e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 165686 members 
Entering Unmasked Estep 
Score: -23233520.000000 Penalty: 5962.992188
	Iteration 29Q: 3 clusters Score -2.323352e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 165706 members 
Entering Unmasked Estep 
Score: -23233508.000000 Penalty: 5962.992188
	Iteration 30Q: 3 clusters Score -2.323351e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 165713 members 
Entering Unmasked Estep 
Score: -23233508.000000 Penalty: 5962.992188
	Iteration 31Q: 3 clusters Score -2.323351e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 165718 members 
Entering Unmasked Estep 
Score: -23233512.000000 Penalty: 5962.992188
	Iteration 32Q: 3 clusters Score -2.323351e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 165728 members 
Entering Unmasked Estep 
Score: -23233522.000000 Penalty: 5962.992188
	Iteration 33Q: 3 clusters Score -2.323352e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 165734 members 
Entering Unmasked Estep 
Score: -23233530.000000 Penalty: 5962.992188
	Iteration 34Q: 3 clusters Score -2.323353e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 165738 members 
Entering Unmasked Estep 
Score: -23233522.000000 Penalty: 5962.992188
	Iteration 35Q: 3 clusters Score -2.323352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 165742 members 
Entering Unmasked Estep 
Score: -23233538.000000 Penalty: 5962.992188
	Iteration 36Q: 3 clusters Score -2.323354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 165744 members 
Entering Unmasked Estep 
Score: -23233518.000000 Penalty: 5962.992188
	Iteration 37Q: 3 clusters Score -2.323352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 165746 members 
Entering Unmasked Estep 
Score: -23233522.000000 Penalty: 5962.992188
	Iteration 38Q: 3 clusters Score -2.323352e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 165754 members 
Entering Unmasked Estep 
Score: -23233520.000000 Penalty: 5962.992188
	Iteration 39Q: 3 clusters Score -2.323352e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 165760 members 
Entering Unmasked Estep 
Score: -23233538.000000 Penalty: 5962.992188
	Iteration 40F: 3 clusters Score -2.323354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 165764 members 
Entering Unmasked Estep 
Score: -23233528.000000 Penalty: 5962.992188
	Iteration 41Q: 3 clusters Score -2.323353e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 165771 members 
Entering Unmasked Estep 
Score: -23233524.000000 Penalty: 5962.992188
	Iteration 42Q: 3 clusters Score -2.323352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 165775 members 
Entering Unmasked Estep 
Score: -23233522.000000 Penalty: 5962.992188
	Iteration 43Q: 3 clusters Score -2.323352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 165780 members 
Entering Unmasked Estep 
Score: -23233528.000000 Penalty: 5962.992188
	Iteration 44Q: 3 clusters Score -2.323353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 165783 members 
Entering Unmasked Estep 
Score: -23233530.000000 Penalty: 5962.992188
	Iteration 45Q: 3 clusters Score -2.323353e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 165787 members 
Entering Unmasked Estep 
Score: -23233510.000000 Penalty: 5962.992188
	Iteration 46Q: 3 clusters Score -2.323351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 165788 members 
Entering Unmasked Estep 
Score: -23233522.000000 Penalty: 5962.992188
	Iteration 47Q: 3 clusters Score -2.323352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 165789 members 
Entering Unmasked Estep 
Score: -23233522.000000 Penalty: 5962.992188
	Iteration 48Q: 3 clusters Score -2.323352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 165790 members 
Entering Unmasked Estep 
Score: -23233522.000000 Penalty: 5962.992188
	Iteration 49Q: 3 clusters Score -2.323352e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 165790 members 
Entering Unmasked Estep 
Score: -23233522.000000 Penalty: 5962.992188
	Iteration 50F: 3 clusters Score -2.323352e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (88839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88839 members 
Entering Unmasked Estep 
Score: -12555010.000000 Penalty: 2825.855957
	Iteration 0F: 2 clusters Score -1.255501e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 44478 members 
Entering Unmasked Estep 
Score: -12495891.000000 Penalty: 5651.711914
	Iteration 0F: 3 clusters Score -1.249589e+07 nChanged 41771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44832 members 
Mstep: Class 2 contains 44007 members 
Entering Unmasked Estep 
Score: -12519788.000000 Penalty: 5651.711914
	Iteration 1F: 3 clusters Score -1.251979e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45019 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -12520866.000000 Penalty: 5651.711914
	Iteration 2Q: 3 clusters Score -1.252087e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45440 members 
Mstep: Class 2 contains 43399 members 
Entering Unmasked Estep 
Score: -12522176.000000 Penalty: 5651.711914
	Iteration 3Q: 3 clusters Score -1.252218e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45951 members 
Mstep: Class 2 contains 42888 members 
Entering Unmasked Estep 
Score: -12523747.000000 Penalty: 5651.711914
	Iteration 4Q: 3 clusters Score -1.252375e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46594 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -12526072.000000 Penalty: 5651.711914
	Iteration 5F: 3 clusters Score -1.252607e+07 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47426 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -12529180.000000 Penalty: 5651.711914
	Iteration 6F: 3 clusters Score -1.252918e+07 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48326 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -12533014.000000 Penalty: 5651.711914
	Iteration 7F: 3 clusters Score -1.253301e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49097 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -12537396.000000 Penalty: 5651.711914
	Iteration 8F: 3 clusters Score -1.25374e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49433 members 
Mstep: Class 2 contains 39406 members 
Entering Unmasked Estep 
Score: -12540926.000000 Penalty: 5651.711914
	Iteration 9F: 3 clusters Score -1.254093e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49570 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -12542936.000000 Penalty: 5651.711914
	Iteration 10Q: 3 clusters Score -1.254294e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49669 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -12543866.000000 Penalty: 5651.711914
	Iteration 11Q: 3 clusters Score -1.254387e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49802 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
Score: -12544306.000000 Penalty: 5651.711914
	Iteration 12Q: 3 clusters Score -1.254431e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49972 members 
Mstep: Class 2 contains 38867 members 
Entering Unmasked Estep 
Score: -12544641.000000 Penalty: 5651.711914
	Iteration 13Q: 3 clusters Score -1.254464e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50162 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -12544998.000000 Penalty: 5651.711914
	Iteration 14Q: 3 clusters Score -1.2545e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50410 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
Score: -12545203.000000 Penalty: 5651.711914
	Iteration 15Q: 3 clusters Score -1.25452e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50682 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -12545405.000000 Penalty: 5651.711914
	Iteration 16Q: 3 clusters Score -1.25454e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50971 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -12545593.000000 Penalty: 5651.711914
	Iteration 17Q: 3 clusters Score -1.254559e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51259 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -12545719.000000 Penalty: 5651.711914
	Iteration 18Q: 3 clusters Score -1.254572e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51562 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -12545866.000000 Penalty: 5651.711914
	Iteration 19Q: 3 clusters Score -1.254587e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51870 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -12545962.000000 Penalty: 5651.711914
	Iteration 20F: 3 clusters Score -1.254596e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52239 members 
Mstep: Class 2 contains 36600 members 
Entering Unmasked Estep 
Score: -12546014.000000 Penalty: 5651.711914
	Iteration 21Q: 3 clusters Score -1.254601e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52612 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -12546096.000000 Penalty: 5651.711914
	Iteration 22Q: 3 clusters Score -1.25461e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53012 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -12546151.000000 Penalty: 5651.711914
	Iteration 23Q: 3 clusters Score -1.254615e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53437 members 
Mstep: Class 2 contains 35402 members 
Entering Unmasked Estep 
Score: -12546206.000000 Penalty: 5651.711914
	Iteration 24Q: 3 clusters Score -1.254621e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53911 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -12546318.000000 Penalty: 5651.711914
	Iteration 25Q: 3 clusters Score -1.254632e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54413 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -12546385.000000 Penalty: 5651.711914
	Iteration 26Q: 3 clusters Score -1.254638e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54977 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -12546413.000000 Penalty: 5651.711914
	Iteration 27Q: 3 clusters Score -1.254641e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55569 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -12546533.000000 Penalty: 5651.711914
	Iteration 28Q: 3 clusters Score -1.254653e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56220 members 
Mstep: Class 2 contains 32619 members 
Entering Unmasked Estep 
Score: -12546724.000000 Penalty: 5651.711914
	Iteration 29Q: 3 clusters Score -1.254672e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56901 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -12546827.000000 Penalty: 5651.711914
	Iteration 30Q: 3 clusters Score -1.254683e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57704 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -12547099.000000 Penalty: 5651.711914
	Iteration 31Q: 3 clusters Score -1.25471e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58556 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -12547360.000000 Penalty: 5651.711914
	Iteration 32Q: 3 clusters Score -1.254736e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59470 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -12547717.000000 Penalty: 5651.711914
	Iteration 33Q: 3 clusters Score -1.254772e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60447 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -12548208.000000 Penalty: 5651.711914
	Iteration 34Q: 3 clusters Score -1.254821e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61459 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -12548576.000000 Penalty: 5651.711914
	Iteration 35Q: 3 clusters Score -1.254858e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62544 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -12549089.000000 Penalty: 5651.711914
	Iteration 36Q: 3 clusters Score -1.254909e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63680 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -12549629.000000 Penalty: 5651.711914
	Iteration 37Q: 3 clusters Score -1.254963e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64836 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -12550335.000000 Penalty: 5651.711914
	Iteration 38Q: 3 clusters Score -1.255034e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65882 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -12550769.000000 Penalty: 5651.711914
	Iteration 39Q: 3 clusters Score -1.255077e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66829 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -12551219.000000 Penalty: 5651.711914
	Iteration 40F: 3 clusters Score -1.255122e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67726 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -12551543.000000 Penalty: 5651.711914
	Iteration 41Q: 3 clusters Score -1.255154e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68514 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -12551769.000000 Penalty: 5651.711914
	Iteration 42Q: 3 clusters Score -1.255177e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69161 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -12551955.000000 Penalty: 5651.711914
	Iteration 43Q: 3 clusters Score -1.255196e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69765 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -12552090.000000 Penalty: 5651.711914
	Iteration 44Q: 3 clusters Score -1.255209e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70322 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -12552188.000000 Penalty: 5651.711914
	Iteration 45Q: 3 clusters Score -1.255219e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70786 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -12552273.000000 Penalty: 5651.711914
	Iteration 46Q: 3 clusters Score -1.255227e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71205 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -12552378.000000 Penalty: 5651.711914
	Iteration 47Q: 3 clusters Score -1.255238e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71574 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -12552416.000000 Penalty: 5651.711914
	Iteration 48Q: 3 clusters Score -1.255242e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71908 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -12552477.000000 Penalty: 5651.711914
	Iteration 49Q: 3 clusters Score -1.255248e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72197 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -12552523.000000 Penalty: 5651.711914
	Iteration 50Q: 3 clusters Score -1.255252e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72431 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -12552550.000000 Penalty: 5651.711914
	Iteration 51Q: 3 clusters Score -1.255255e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72659 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -12552591.000000 Penalty: 5651.711914
	Iteration 52Q: 3 clusters Score -1.255259e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72861 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -12552602.000000 Penalty: 5651.711914
	Iteration 53Q: 3 clusters Score -1.25526e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73056 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -12552625.000000 Penalty: 5651.711914
	Iteration 54Q: 3 clusters Score -1.255262e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73230 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -12552665.000000 Penalty: 5651.711914
	Iteration 55Q: 3 clusters Score -1.255266e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73377 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -12552675.000000 Penalty: 5651.711914
	Iteration 56Q: 3 clusters Score -1.255268e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73518 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -12552679.000000 Penalty: 5651.711914
	Iteration 57Q: 3 clusters Score -1.255268e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73648 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -12552690.000000 Penalty: 5651.711914
	Iteration 58Q: 3 clusters Score -1.255269e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73758 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -12552686.000000 Penalty: 5651.711914
	Iteration 59Q: 3 clusters Score -1.255269e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73847 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -12552690.000000 Penalty: 5651.711914
	Iteration 60F: 3 clusters Score -1.255269e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73937 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -12552692.000000 Penalty: 5651.711914
	Iteration 61Q: 3 clusters Score -1.255269e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74018 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -12552698.000000 Penalty: 5651.711914
	Iteration 62Q: 3 clusters Score -1.25527e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74095 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -12552700.000000 Penalty: 5651.711914
	Iteration 63Q: 3 clusters Score -1.25527e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74171 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -12552716.000000 Penalty: 5651.711914
	Iteration 64Q: 3 clusters Score -1.255272e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74243 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -12552718.000000 Penalty: 5651.711914
	Iteration 65Q: 3 clusters Score -1.255272e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74317 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -12552731.000000 Penalty: 5651.711914
	Iteration 66Q: 3 clusters Score -1.255273e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74392 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -12552749.000000 Penalty: 5651.711914
	Iteration 67Q: 3 clusters Score -1.255275e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74468 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -12552729.000000 Penalty: 5651.711914
	Iteration 68Q: 3 clusters Score -1.255273e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74543 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -12552742.000000 Penalty: 5651.711914
	Iteration 69Q: 3 clusters Score -1.255274e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74615 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -12552716.000000 Penalty: 5651.711914
	Iteration 70Q: 3 clusters Score -1.255272e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74680 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -12552723.000000 Penalty: 5651.711914
	Iteration 71Q: 3 clusters Score -1.255272e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74747 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -12552726.000000 Penalty: 5651.711914
	Iteration 72Q: 3 clusters Score -1.255273e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74800 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -12552732.000000 Penalty: 5651.711914
	Iteration 73Q: 3 clusters Score -1.255273e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74845 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -12552727.000000 Penalty: 5651.711914
	Iteration 74Q: 3 clusters Score -1.255273e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74890 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -12552731.000000 Penalty: 5651.711914
	Iteration 75Q: 3 clusters Score -1.255273e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74938 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -12552766.000000 Penalty: 5651.711914
	Iteration 76Q: 3 clusters Score -1.255277e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74975 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -12552759.000000 Penalty: 5651.711914
	Iteration 77Q: 3 clusters Score -1.255276e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75001 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -12552750.000000 Penalty: 5651.711914
	Iteration 78Q: 3 clusters Score -1.255275e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75032 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -12552760.000000 Penalty: 5651.711914
	Iteration 79Q: 3 clusters Score -1.255276e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75055 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -12552749.000000 Penalty: 5651.711914
	Iteration 80F: 3 clusters Score -1.255275e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75075 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -12552757.000000 Penalty: 5651.711914
	Iteration 81Q: 3 clusters Score -1.255276e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75091 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -12552756.000000 Penalty: 5651.711914
	Iteration 82Q: 3 clusters Score -1.255276e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75103 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -12552760.000000 Penalty: 5651.711914
	Iteration 83Q: 3 clusters Score -1.255276e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75110 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -12552763.000000 Penalty: 5651.711914
	Iteration 84Q: 3 clusters Score -1.255276e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75118 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -12552758.000000 Penalty: 5651.711914
	Iteration 85Q: 3 clusters Score -1.255276e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75128 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -12552753.000000 Penalty: 5651.711914
	Iteration 86Q: 3 clusters Score -1.255275e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75138 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -12552750.000000 Penalty: 5651.711914
	Iteration 87Q: 3 clusters Score -1.255275e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75153 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -12552764.000000 Penalty: 5651.711914
	Iteration 88Q: 3 clusters Score -1.255276e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75160 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -12552756.000000 Penalty: 5651.711914
	Iteration 89Q: 3 clusters Score -1.255276e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75168 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -12552771.000000 Penalty: 5651.711914
	Iteration 90Q: 3 clusters Score -1.255277e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75180 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -12552762.000000 Penalty: 5651.711914
	Iteration 91Q: 3 clusters Score -1.255276e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75195 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -12552759.000000 Penalty: 5651.711914
	Iteration 92Q: 3 clusters Score -1.255276e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75206 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -12552766.000000 Penalty: 5651.711914
	Iteration 93Q: 3 clusters Score -1.255277e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75217 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -12552770.000000 Penalty: 5651.711914
	Iteration 94Q: 3 clusters Score -1.255277e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75227 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -12552778.000000 Penalty: 5651.711914
	Iteration 95Q: 3 clusters Score -1.255278e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75237 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -12552757.000000 Penalty: 5651.711914
	Iteration 96Q: 3 clusters Score -1.255276e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75248 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -12552757.000000 Penalty: 5651.711914
	Iteration 97Q: 3 clusters Score -1.255276e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75254 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -12552743.000000 Penalty: 5651.711914
	Iteration 98Q: 3 clusters Score -1.255274e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75262 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -12552752.000000 Penalty: 5651.711914
	Iteration 99Q: 3 clusters Score -1.255275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75267 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -12552755.000000 Penalty: 5651.711914
	Iteration 100F: 3 clusters Score -1.255276e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75274 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -12552767.000000 Penalty: 5651.711914
	Iteration 101Q: 3 clusters Score -1.255277e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75285 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -12552768.000000 Penalty: 5651.711914
	Iteration 102Q: 3 clusters Score -1.255277e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75292 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -12552767.000000 Penalty: 5651.711914
	Iteration 103Q: 3 clusters Score -1.255277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75298 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -12552770.000000 Penalty: 5651.711914
	Iteration 104Q: 3 clusters Score -1.255277e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75307 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -12552784.000000 Penalty: 5651.711914
	Iteration 105Q: 3 clusters Score -1.255278e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75317 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -12552777.000000 Penalty: 5651.711914
	Iteration 106Q: 3 clusters Score -1.255278e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75327 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -12552790.000000 Penalty: 5651.711914
	Iteration 107Q: 3 clusters Score -1.255279e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75341 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -12552797.000000 Penalty: 5651.711914
	Iteration 108Q: 3 clusters Score -1.25528e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75362 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -12552790.000000 Penalty: 5651.711914
	Iteration 109Q: 3 clusters Score -1.255279e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75382 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -12552785.000000 Penalty: 5651.711914
	Iteration 110Q: 3 clusters Score -1.255278e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75401 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -12552795.000000 Penalty: 5651.711914
	Iteration 111Q: 3 clusters Score -1.25528e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75417 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -12552795.000000 Penalty: 5651.711914
	Iteration 112Q: 3 clusters Score -1.25528e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75425 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -12552805.000000 Penalty: 5651.711914
	Iteration 113Q: 3 clusters Score -1.25528e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75436 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -12552802.000000 Penalty: 5651.711914
	Iteration 114Q: 3 clusters Score -1.25528e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75448 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -12552806.000000 Penalty: 5651.711914
	Iteration 115Q: 3 clusters Score -1.255281e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75457 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -12552798.000000 Penalty: 5651.711914
	Iteration 116Q: 3 clusters Score -1.25528e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75466 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -12552804.000000 Penalty: 5651.711914
	Iteration 117Q: 3 clusters Score -1.25528e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75481 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -12552784.000000 Penalty: 5651.711914
	Iteration 118Q: 3 clusters Score -1.255278e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75507 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -12552791.000000 Penalty: 5651.711914
	Iteration 119Q: 3 clusters Score -1.255279e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75533 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -12552778.000000 Penalty: 5651.711914
	Iteration 120F: 3 clusters Score -1.255278e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75557 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -12552783.000000 Penalty: 5651.711914
	Iteration 121Q: 3 clusters Score -1.255278e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75580 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -12552776.000000 Penalty: 5651.711914
	Iteration 122Q: 3 clusters Score -1.255278e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75602 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -12552793.000000 Penalty: 5651.711914
	Iteration 123Q: 3 clusters Score -1.255279e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75623 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -12552789.000000 Penalty: 5651.711914
	Iteration 124Q: 3 clusters Score -1.255279e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75640 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -12552781.000000 Penalty: 5651.711914
	Iteration 125Q: 3 clusters Score -1.255278e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75660 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -12552758.000000 Penalty: 5651.711914
	Iteration 126Q: 3 clusters Score -1.255276e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75676 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -12552773.000000 Penalty: 5651.711914
	Iteration 127Q: 3 clusters Score -1.255277e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75684 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -12552777.000000 Penalty: 5651.711914
	Iteration 128Q: 3 clusters Score -1.255278e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75697 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -12552769.000000 Penalty: 5651.711914
	Iteration 129Q: 3 clusters Score -1.255277e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75708 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -12552764.000000 Penalty: 5651.711914
	Iteration 130Q: 3 clusters Score -1.255276e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75721 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -12552761.000000 Penalty: 5651.711914
	Iteration 131Q: 3 clusters Score -1.255276e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75731 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -12552761.000000 Penalty: 5651.711914
	Iteration 132Q: 3 clusters Score -1.255276e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75742 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -12552753.000000 Penalty: 5651.711914
	Iteration 133Q: 3 clusters Score -1.255275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75749 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -12552752.000000 Penalty: 5651.711914
	Iteration 134Q: 3 clusters Score -1.255275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75756 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -12552742.000000 Penalty: 5651.711914
	Iteration 135Q: 3 clusters Score -1.255274e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75765 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -12552732.000000 Penalty: 5651.711914
	Iteration 136Q: 3 clusters Score -1.255273e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75777 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -12552727.000000 Penalty: 5651.711914
	Iteration 137Q: 3 clusters Score -1.255273e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75788 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -12552746.000000 Penalty: 5651.711914
	Iteration 138Q: 3 clusters Score -1.255275e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75799 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -12552734.000000 Penalty: 5651.711914
	Iteration 139Q: 3 clusters Score -1.255273e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75811 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -12552737.000000 Penalty: 5651.711914
	Iteration 140F: 3 clusters Score -1.255274e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75821 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -12552754.000000 Penalty: 5651.711914
	Iteration 141Q: 3 clusters Score -1.255275e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75835 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -12552742.000000 Penalty: 5651.711914
	Iteration 142Q: 3 clusters Score -1.255274e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75843 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -12552741.000000 Penalty: 5651.711914
	Iteration 143Q: 3 clusters Score -1.255274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75849 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -12552744.000000 Penalty: 5651.711914
	Iteration 144Q: 3 clusters Score -1.255274e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75857 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -12552736.000000 Penalty: 5651.711914
	Iteration 145Q: 3 clusters Score -1.255274e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75864 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -12552742.000000 Penalty: 5651.711914
	Iteration 146Q: 3 clusters Score -1.255274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75868 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -12552740.000000 Penalty: 5651.711914
	Iteration 147Q: 3 clusters Score -1.255274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75869 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -12552735.000000 Penalty: 5651.711914
	Iteration 148Q: 3 clusters Score -1.255274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75870 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -12552735.000000 Penalty: 5651.711914
	Iteration 149Q: 3 clusters Score -1.255274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75871 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -12552730.000000 Penalty: 5651.711914
	Iteration 150Q: 3 clusters Score -1.255273e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75871 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -12552730.000000 Penalty: 5651.711914
	Iteration 151F: 3 clusters Score -1.255273e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (63703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63703 members 
Entering Unmasked Estep 
Score: -8977447.000000 Penalty: 2743.372803
	Iteration 0F: 2 clusters Score -8977447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -8934777.000000 Penalty: 5486.745605
	Iteration 0F: 3 clusters Score -8934777 nChanged 29700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -8951425.000000 Penalty: 5486.745605
	Iteration 1F: 3 clusters Score -8951425 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -8952367.000000 Penalty: 5486.745605
	Iteration 2Q: 3 clusters Score -8952367 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -8953789.000000 Penalty: 5486.745605
	Iteration 3Q: 3 clusters Score -8953789 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -8956091.000000 Penalty: 5486.745605
	Iteration 4F: 3 clusters Score -8956091 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 47784 members 
Entering Unmasked Estep 
Score: -8959854.000000 Penalty: 5486.745605
	Iteration 5F: 3 clusters Score -8959854 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 53294 members 
Entering Unmasked Estep 
Score: -8965021.000000 Penalty: 5486.745605
	Iteration 6F: 3 clusters Score -8965021 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 58200 members 
Entering Unmasked Estep 
Score: -8969916.000000 Penalty: 5486.745605
	Iteration 7F: 3 clusters Score -8969916 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 61290 members 
Entering Unmasked Estep 
Score: -8973082.000000 Penalty: 5486.745605
	Iteration 8Q: 3 clusters Score -8973082 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 62598 members 
Entering Unmasked Estep 
Score: -8974260.000000 Penalty: 5486.745605
	Iteration 9Q: 3 clusters Score -8974260 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 63042 members 
Entering Unmasked Estep 
Score: -8974724.000000 Penalty: 5486.745605
	Iteration 10Q: 3 clusters Score -8974724 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 63192 members 
Entering Unmasked Estep 
Score: -8974908.000000 Penalty: 5486.745605
	Iteration 11Q: 3 clusters Score -8974908 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 63257 members 
Entering Unmasked Estep 
Score: -8974996.000000 Penalty: 5486.745605
	Iteration 12Q: 3 clusters Score -8974996 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 63298 members 
Entering Unmasked Estep 
Score: -8975048.000000 Penalty: 5486.745605
	Iteration 13Q: 3 clusters Score -8975048 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 63311 members 
Entering Unmasked Estep 
Score: -8975069.000000 Penalty: 5486.745605
	Iteration 14Q: 3 clusters Score -8975069 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 63318 members 
Entering Unmasked Estep 
Score: -8975089.000000 Penalty: 5486.745605
	Iteration 15Q: 3 clusters Score -8975089 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 63319 members 
Entering Unmasked Estep 
Score: -8975099.000000 Penalty: 5486.745605
	Iteration 16Q: 3 clusters Score -8975099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 63320 members 
Entering Unmasked Estep 
Score: -8975104.000000 Penalty: 5486.745605
	Iteration 17Q: 3 clusters Score -8975104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 63324 members 
Entering Unmasked Estep 
Score: -8975110.000000 Penalty: 5486.745605
	Iteration 18Q: 3 clusters Score -8975110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 63330 members 
Entering Unmasked Estep 
Score: -8975123.000000 Penalty: 5486.745605
	Iteration 19Q: 3 clusters Score -8975123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 63335 members 
Entering Unmasked Estep 
Score: -8975135.000000 Penalty: 5486.745605
	Iteration 20F: 3 clusters Score -8975135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 63339 members 
Entering Unmasked Estep 
Score: -8975140.000000 Penalty: 5486.745605
	Iteration 21Q: 3 clusters Score -8975140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 63339 members 
Entering Unmasked Estep 
Score: -8975128.000000 Penalty: 5486.745605
	Iteration 22Q: 3 clusters Score -8975128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 63339 members 
Entering Unmasked Estep 
Score: -8975133.000000 Penalty: 5486.745605
	Iteration 23Q: 3 clusters Score -8975133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 63339 members 
Entering Unmasked Estep 
Score: -8975138.000000 Penalty: 5486.745605
	Iteration 24Q: 3 clusters Score -8975138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 63341 members 
Entering Unmasked Estep 
Score: -8975139.000000 Penalty: 5486.745605
	Iteration 25Q: 3 clusters Score -8975139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 63342 members 
Entering Unmasked Estep 
Score: -8975135.000000 Penalty: 5486.745605
	Iteration 26Q: 3 clusters Score -8975135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 63344 members 
Entering Unmasked Estep 
Score: -8975143.000000 Penalty: 5486.745605
	Iteration 27Q: 3 clusters Score -8975143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 63345 members 
Entering Unmasked Estep 
Score: -8975143.000000 Penalty: 5486.745605
	Iteration 28Q: 3 clusters Score -8975143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 63343 members 
Entering Unmasked Estep 
Score: -8975150.000000 Penalty: 5486.745605
	Iteration 29Q: 3 clusters Score -8975150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 63343 members 
Entering Unmasked Estep 
Score: -8975147.000000 Penalty: 5486.745605
	Iteration 30Q: 3 clusters Score -8975147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 63342 members 
Entering Unmasked Estep 
Score: -8975150.000000 Penalty: 5486.745605
	Iteration 31Q: 3 clusters Score -8975150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 63342 members 
Entering Unmasked Estep 
Score: -8975150.000000 Penalty: 5486.745605
	Iteration 32F: 3 clusters Score -8975150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -28975.349609 Penalty: 1369.322388
	Iteration 0F: 2 clusters Score -28975.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27770.447266 Penalty: 2738.644775
	Iteration 0F: 3 clusters Score -27770.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -27866.271484 Penalty: 2738.644775
	Iteration 1F: 3 clusters Score -27866.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27880.093750 Penalty: 2738.644775
	Iteration 2Q: 3 clusters Score -27880.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -27884.513672 Penalty: 2738.644775
	Iteration 3Q: 3 clusters Score -27884.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -27884.513672 Penalty: 2738.644775
	Iteration 4F: 3 clusters Score -27884.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Entering Unmasked Estep 
Score: -55497.449219 Penalty: 1524.289673
	Iteration 0F: 2 clusters Score -55497.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -54061.992188 Penalty: 3048.579346
	Iteration 0F: 3 clusters Score -54061.99 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -54397.109375 Penalty: 3048.579346
	Iteration 1F: 3 clusters Score -54397.11 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -54723.699219 Penalty: 3048.579346
	Iteration 2F: 3 clusters Score -54723.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -54961.996094 Penalty: 3048.579346
	Iteration 3F: 3 clusters Score -54962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -55185.074219 Penalty: 3048.579346
	Iteration 4Q: 3 clusters Score -55185.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -55329.011719 Penalty: 3048.579346
	Iteration 5Q: 3 clusters Score -55329.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -55398.417969 Penalty: 3048.579346
	Iteration 6Q: 3 clusters Score -55398.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -55464.773438 Penalty: 3048.579346
	Iteration 7Q: 3 clusters Score -55464.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -55526.773438 Penalty: 3048.579346
	Iteration 8Q: 3 clusters Score -55526.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -55561.816406 Penalty: 3048.579346
	Iteration 9Q: 3 clusters Score -55561.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -55585.773438 Penalty: 3048.579346
	Iteration 10Q: 3 clusters Score -55585.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -55613.539062 Penalty: 3048.579346
	Iteration 11Q: 3 clusters Score -55613.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -55642.679688 Penalty: 3048.579346
	Iteration 12Q: 3 clusters Score -55642.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -55663.984375 Penalty: 3048.579346
	Iteration 13Q: 3 clusters Score -55663.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -55685.464844 Penalty: 3048.579346
	Iteration 14Q: 3 clusters Score -55685.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -55685.464844 Penalty: 3048.579346
	Iteration 15F: 3 clusters Score -55685.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30102 members 
Mstep: Class 5 contains 180741 members 
Mstep: Class 6 contains 132484 members 
Mstep: Class 7 contains 8229 members 
Mstep: Class 8 contains 31940 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39270 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157281 members 
Mstep: Class 15 contains 27798 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166402 members 
Mstep: Class 22 contains 88839 members 
Mstep: Class 23 contains 63703 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 303 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Mstep: Class 28 contains 164 members 
Entering Unmasked Estep 
Score: -132688552.000000 Penalty: 95659.250000
Splitting cluster 25 changes total score from -132690248.000000 to -132688552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -15247.755859 Penalty: 1255.523560
	Iteration 0F: 2 clusters Score -15247.76 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 68 members 
Entering Unmasked Estep 
Score: -14350.713867 Penalty: 2511.047119
	Iteration 0F: 3 clusters Score -14350.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -14402.327148 Penalty: 2511.047119
	Iteration 1F: 3 clusters Score -14402.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -14413.811523 Penalty: 2511.047119
	Iteration 2Q: 3 clusters Score -14413.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -14413.811523 Penalty: 2511.047119
	Iteration 3F: 3 clusters Score -14413.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -39940.218750 Penalty: 1432.088745
	Iteration 0F: 2 clusters Score -39940.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -38579.234375 Penalty: 2864.177490
	Iteration 0F: 3 clusters Score -38579.23 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -38696.230469 Penalty: 2864.177490
	Iteration 1F: 3 clusters Score -38696.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -38721.046875 Penalty: 2864.177490
	Iteration 2Q: 3 clusters Score -38721.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -38737.457031 Penalty: 2864.177490
	Iteration 3Q: 3 clusters Score -38737.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -38748.937500 Penalty: 2864.177490
	Iteration 4Q: 3 clusters Score -38748.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -38748.937500 Penalty: 2864.177490
	Iteration 5F: 3 clusters Score -38748.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30102 members 
Mstep: Class 5 contains 180741 members 
Mstep: Class 6 contains 132484 members 
Mstep: Class 7 contains 8229 members 
Mstep: Class 8 contains 31940 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39270 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157281 members 
Mstep: Class 15 contains 27798 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166402 members 
Mstep: Class 22 contains 88839 members 
Mstep: Class 23 contains 63703 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690232.000000 Penalty: 92242.843750
Iteration 279Q: 28 clusters Score -1.326902e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30102 members 
Mstep: Class 5 contains 180740 members 
Mstep: Class 6 contains 132486 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31941 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39269 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157282 members 
Mstep: Class 15 contains 27798 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166400 members 
Mstep: Class 22 contains 88839 members 
Mstep: Class 23 contains 63702 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690200.000000 Penalty: 92242.843750
Iteration 280F: 28 clusters Score -1.326902e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30100 members 
Mstep: Class 5 contains 180740 members 
Mstep: Class 6 contains 132487 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31939 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39269 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157282 members 
Mstep: Class 15 contains 27801 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166401 members 
Mstep: Class 22 contains 88839 members 
Mstep: Class 23 contains 63701 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690304.000000 Penalty: 92242.843750
Iteration 281Q: 28 clusters Score -1.326903e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30100 members 
Mstep: Class 5 contains 180737 members 
Mstep: Class 6 contains 132486 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31938 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39268 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157285 members 
Mstep: Class 15 contains 27805 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166399 members 
Mstep: Class 22 contains 88839 members 
Mstep: Class 23 contains 63702 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690312.000000 Penalty: 92242.843750
Iteration 282Q: 28 clusters Score -1.326903e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30100 members 
Mstep: Class 5 contains 180737 members 
Mstep: Class 6 contains 132485 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31938 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39268 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157285 members 
Mstep: Class 15 contains 27808 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166396 members 
Mstep: Class 22 contains 88841 members 
Mstep: Class 23 contains 63701 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690320.000000 Penalty: 92242.843750
Iteration 283Q: 28 clusters Score -1.326903e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30101 members 
Mstep: Class 5 contains 180738 members 
Mstep: Class 6 contains 132486 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31940 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39268 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157283 members 
Mstep: Class 15 contains 27810 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166390 members 
Mstep: Class 22 contains 88844 members 
Mstep: Class 23 contains 63699 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690240.000000 Penalty: 92242.843750
Iteration 284Q: 28 clusters Score -1.326902e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30102 members 
Mstep: Class 5 contains 180740 members 
Mstep: Class 6 contains 132487 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31940 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39267 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157292 members 
Mstep: Class 15 contains 27810 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166383 members 
Mstep: Class 22 contains 88840 members 
Mstep: Class 23 contains 63698 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690240.000000 Penalty: 92242.843750
Iteration 285Q: 28 clusters Score -1.326902e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30104 members 
Mstep: Class 5 contains 180738 members 
Mstep: Class 6 contains 132488 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31939 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39264 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157291 members 
Mstep: Class 15 contains 27811 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166385 members 
Mstep: Class 22 contains 88841 members 
Mstep: Class 23 contains 63698 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690192.000000 Penalty: 92242.843750
Iteration 286Q: 28 clusters Score -1.326902e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30104 members 
Mstep: Class 5 contains 180738 members 
Mstep: Class 6 contains 132486 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31938 members 
Mstep: Class 9 contains 18147 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39262 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157288 members 
Mstep: Class 15 contains 27812 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166392 members 
Mstep: Class 22 contains 88842 members 
Mstep: Class 23 contains 63698 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690184.000000 Penalty: 92242.843750
Iteration 287Q: 28 clusters Score -1.326902e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30104 members 
Mstep: Class 5 contains 180737 members 
Mstep: Class 6 contains 132484 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31939 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39260 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157284 members 
Mstep: Class 15 contains 27811 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166398 members 
Mstep: Class 22 contains 88843 members 
Mstep: Class 23 contains 63698 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690200.000000 Penalty: 92242.843750
Iteration 288Q: 28 clusters Score -1.326902e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30104 members 
Mstep: Class 5 contains 180737 members 
Mstep: Class 6 contains 132483 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31940 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39260 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157282 members 
Mstep: Class 15 contains 27812 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166396 members 
Mstep: Class 22 contains 88845 members 
Mstep: Class 23 contains 63699 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690200.000000 Penalty: 92242.843750
Iteration 289Q: 28 clusters Score -1.326902e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30104 members 
Mstep: Class 5 contains 180738 members 
Mstep: Class 6 contains 132481 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31939 members 
Mstep: Class 9 contains 18149 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39258 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157285 members 
Mstep: Class 15 contains 27813 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166394 members 
Mstep: Class 22 contains 88846 members 
Mstep: Class 23 contains 63699 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690232.000000 Penalty: 92242.843750
Iteration 290Q: 28 clusters Score -1.326902e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30104 members 
Mstep: Class 5 contains 180738 members 
Mstep: Class 6 contains 132478 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31938 members 
Mstep: Class 9 contains 18149 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39258 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157287 members 
Mstep: Class 15 contains 27813 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166393 members 
Mstep: Class 22 contains 88848 members 
Mstep: Class 23 contains 63700 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690240.000000 Penalty: 92242.843750
Iteration 291Q: 28 clusters Score -1.326902e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30104 members 
Mstep: Class 5 contains 180739 members 
Mstep: Class 6 contains 132475 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31938 members 
Mstep: Class 9 contains 18150 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39257 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157286 members 
Mstep: Class 15 contains 27813 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166394 members 
Mstep: Class 22 contains 88849 members 
Mstep: Class 23 contains 63701 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690184.000000 Penalty: 92242.843750
Iteration 292Q: 28 clusters Score -1.326902e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30104 members 
Mstep: Class 5 contains 180741 members 
Mstep: Class 6 contains 132473 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31939 members 
Mstep: Class 9 contains 18151 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39256 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157284 members 
Mstep: Class 15 contains 27813 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166396 members 
Mstep: Class 22 contains 88848 members 
Mstep: Class 23 contains 63701 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690144.000000 Penalty: 92242.843750
Iteration 293Q: 28 clusters Score -1.326901e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30106 members 
Mstep: Class 5 contains 180743 members 
Mstep: Class 6 contains 132472 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31936 members 
Mstep: Class 9 contains 18150 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39256 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157284 members 
Mstep: Class 15 contains 27813 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166396 members 
Mstep: Class 22 contains 88850 members 
Mstep: Class 23 contains 63701 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690216.000000 Penalty: 92242.843750
Iteration 294Q: 28 clusters Score -1.326902e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30109 members 
Mstep: Class 5 contains 180742 members 
Mstep: Class 6 contains 132472 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31933 members 
Mstep: Class 9 contains 18150 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39256 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157292 members 
Mstep: Class 15 contains 27813 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166390 members 
Mstep: Class 22 contains 88849 members 
Mstep: Class 23 contains 63701 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690160.000000 Penalty: 92242.843750
Iteration 295Q: 28 clusters Score -1.326902e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30112 members 
Mstep: Class 5 contains 180745 members 
Mstep: Class 6 contains 132472 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31933 members 
Mstep: Class 9 contains 18150 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39256 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157297 members 
Mstep: Class 15 contains 27814 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166380 members 
Mstep: Class 22 contains 88846 members 
Mstep: Class 23 contains 63702 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690168.000000 Penalty: 92242.843750
Iteration 296Q: 28 clusters Score -1.326902e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30113 members 
Mstep: Class 5 contains 180745 members 
Mstep: Class 6 contains 132471 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31933 members 
Mstep: Class 9 contains 18150 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39256 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157302 members 
Mstep: Class 15 contains 27814 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166374 members 
Mstep: Class 22 contains 88847 members 
Mstep: Class 23 contains 63702 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690240.000000 Penalty: 92242.843750
Iteration 297Q: 28 clusters Score -1.326902e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30113 members 
Mstep: Class 5 contains 180746 members 
Mstep: Class 6 contains 132471 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31933 members 
Mstep: Class 9 contains 18150 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39256 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157304 members 
Mstep: Class 15 contains 27814 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166373 members 
Mstep: Class 22 contains 88844 members 
Mstep: Class 23 contains 63702 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690200.000000 Penalty: 92242.843750
Iteration 298Q: 28 clusters Score -1.326902e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30113 members 
Mstep: Class 5 contains 180746 members 
Mstep: Class 6 contains 132471 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31932 members 
Mstep: Class 9 contains 18150 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39255 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157308 members 
Mstep: Class 15 contains 27814 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166373 members 
Mstep: Class 22 contains 88843 members 
Mstep: Class 23 contains 63702 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690232.000000 Penalty: 92242.843750
Iteration 299Q: 28 clusters Score -1.326902e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30112 members 
Mstep: Class 5 contains 180745 members 
Mstep: Class 6 contains 132470 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31930 members 
Mstep: Class 9 contains 18150 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39254 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157312 members 
Mstep: Class 15 contains 27814 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166374 members 
Mstep: Class 22 contains 88844 members 
Mstep: Class 23 contains 63702 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690232.000000 Penalty: 92242.843750
Iteration 300F: 28 clusters Score -1.326902e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30111 members 
Mstep: Class 5 contains 180745 members 
Mstep: Class 6 contains 132470 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31930 members 
Mstep: Class 9 contains 18151 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39252 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157316 members 
Mstep: Class 15 contains 27814 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166374 members 
Mstep: Class 22 contains 88842 members 
Mstep: Class 23 contains 63702 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690224.000000 Penalty: 92242.843750
Iteration 301Q: 28 clusters Score -1.326902e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30109 members 
Mstep: Class 5 contains 180746 members 
Mstep: Class 6 contains 132469 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31931 members 
Mstep: Class 9 contains 18151 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39250 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157317 members 
Mstep: Class 15 contains 27814 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166375 members 
Mstep: Class 22 contains 88842 members 
Mstep: Class 23 contains 63703 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690200.000000 Penalty: 92242.843750
Iteration 302Q: 28 clusters Score -1.326902e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30107 members 
Mstep: Class 5 contains 180746 members 
Mstep: Class 6 contains 132469 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31931 members 
Mstep: Class 9 contains 18151 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39248 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157319 members 
Mstep: Class 15 contains 27814 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166378 members 
Mstep: Class 22 contains 88840 members 
Mstep: Class 23 contains 63704 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690224.000000 Penalty: 92242.843750
Iteration 303Q: 28 clusters Score -1.326902e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30106 members 
Mstep: Class 5 contains 180746 members 
Mstep: Class 6 contains 132469 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31931 members 
Mstep: Class 9 contains 18151 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39248 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157320 members 
Mstep: Class 15 contains 27815 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166378 members 
Mstep: Class 22 contains 88839 members 
Mstep: Class 23 contains 63704 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690224.000000 Penalty: 92242.843750
Iteration 304Q: 28 clusters Score -1.326902e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30106 members 
Mstep: Class 5 contains 180748 members 
Mstep: Class 6 contains 132472 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31931 members 
Mstep: Class 9 contains 18151 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39247 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157320 members 
Mstep: Class 15 contains 27815 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166377 members 
Mstep: Class 22 contains 88835 members 
Mstep: Class 23 contains 63704 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690216.000000 Penalty: 92242.843750
Iteration 305Q: 28 clusters Score -1.326902e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30107 members 
Mstep: Class 5 contains 180748 members 
Mstep: Class 6 contains 132475 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31931 members 
Mstep: Class 9 contains 18151 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39244 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157320 members 
Mstep: Class 15 contains 27815 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166378 members 
Mstep: Class 22 contains 88831 members 
Mstep: Class 23 contains 63706 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690144.000000 Penalty: 92242.843750
Iteration 306Q: 28 clusters Score -1.326901e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30109 members 
Mstep: Class 5 contains 180749 members 
Mstep: Class 6 contains 132479 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31931 members 
Mstep: Class 9 contains 18151 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39242 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157314 members 
Mstep: Class 15 contains 27815 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166384 members 
Mstep: Class 22 contains 88826 members 
Mstep: Class 23 contains 63706 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690056.000000 Penalty: 92242.843750
Iteration 307Q: 28 clusters Score -1.326901e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30110 members 
Mstep: Class 5 contains 180747 members 
Mstep: Class 6 contains 132480 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31931 members 
Mstep: Class 9 contains 18151 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39239 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157315 members 
Mstep: Class 15 contains 27815 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166385 members 
Mstep: Class 22 contains 88826 members 
Mstep: Class 23 contains 63707 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690136.000000 Penalty: 92242.843750
Iteration 308Q: 28 clusters Score -1.326901e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30116 members 
Mstep: Class 5 contains 180746 members 
Mstep: Class 6 contains 132476 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31931 members 
Mstep: Class 9 contains 18151 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39238 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157313 members 
Mstep: Class 15 contains 27816 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166388 members 
Mstep: Class 22 contains 88823 members 
Mstep: Class 23 contains 63708 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690128.000000 Penalty: 92242.843750
Iteration 309Q: 28 clusters Score -1.326901e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30117 members 
Mstep: Class 5 contains 180745 members 
Mstep: Class 6 contains 132476 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31932 members 
Mstep: Class 9 contains 18151 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39237 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157311 members 
Mstep: Class 15 contains 27817 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166391 members 
Mstep: Class 22 contains 88821 members 
Mstep: Class 23 contains 63708 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690144.000000 Penalty: 92242.843750
Iteration 310Q: 28 clusters Score -1.326901e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30117 members 
Mstep: Class 5 contains 180746 members 
Mstep: Class 6 contains 132477 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31931 members 
Mstep: Class 9 contains 18151 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39236 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157311 members 
Mstep: Class 15 contains 27819 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166392 members 
Mstep: Class 22 contains 88818 members 
Mstep: Class 23 contains 63708 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690136.000000 Penalty: 92242.843750
Iteration 311Q: 28 clusters Score -1.326901e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30117 members 
Mstep: Class 5 contains 180747 members 
Mstep: Class 6 contains 132476 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31931 members 
Mstep: Class 9 contains 18151 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39235 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157314 members 
Mstep: Class 15 contains 27819 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166392 members 
Mstep: Class 22 contains 88816 members 
Mstep: Class 23 contains 63709 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690208.000000 Penalty: 92242.843750
Iteration 312Q: 28 clusters Score -1.326902e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30117 members 
Mstep: Class 5 contains 180747 members 
Mstep: Class 6 contains 132476 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31932 members 
Mstep: Class 9 contains 18151 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39235 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157314 members 
Mstep: Class 15 contains 27819 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166393 members 
Mstep: Class 22 contains 88814 members 
Mstep: Class 23 contains 63709 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690192.000000 Penalty: 92242.843750
Iteration 313Q: 28 clusters Score -1.326902e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30118 members 
Mstep: Class 5 contains 180747 members 
Mstep: Class 6 contains 132476 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31932 members 
Mstep: Class 9 contains 18151 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39235 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157316 members 
Mstep: Class 15 contains 27819 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166393 members 
Mstep: Class 22 contains 88811 members 
Mstep: Class 23 contains 63709 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690216.000000 Penalty: 92242.843750
Iteration 314Q: 28 clusters Score -1.326902e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30118 members 
Mstep: Class 5 contains 180747 members 
Mstep: Class 6 contains 132475 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31933 members 
Mstep: Class 9 contains 18151 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39235 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157317 members 
Mstep: Class 15 contains 27819 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166392 members 
Mstep: Class 22 contains 88811 members 
Mstep: Class 23 contains 63709 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690184.000000 Penalty: 92242.843750
Iteration 315Q: 28 clusters Score -1.326902e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30118 members 
Mstep: Class 5 contains 180747 members 
Mstep: Class 6 contains 132475 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31933 members 
Mstep: Class 9 contains 18151 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39236 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157314 members 
Mstep: Class 15 contains 27819 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166393 members 
Mstep: Class 22 contains 88812 members 
Mstep: Class 23 contains 63709 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690152.000000 Penalty: 92242.843750
Iteration 316Q: 28 clusters Score -1.326902e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30118 members 
Mstep: Class 5 contains 180748 members 
Mstep: Class 6 contains 132475 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31934 members 
Mstep: Class 9 contains 18151 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39236 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157312 members 
Mstep: Class 15 contains 27819 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166395 members 
Mstep: Class 22 contains 88811 members 
Mstep: Class 23 contains 63708 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690152.000000 Penalty: 92242.843750
Iteration 317Q: 28 clusters Score -1.326902e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30118 members 
Mstep: Class 5 contains 180748 members 
Mstep: Class 6 contains 132475 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31934 members 
Mstep: Class 9 contains 18151 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39235 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157308 members 
Mstep: Class 15 contains 27819 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166399 members 
Mstep: Class 22 contains 88813 members 
Mstep: Class 23 contains 63707 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690200.000000 Penalty: 92242.843750
Iteration 318Q: 28 clusters Score -1.326902e+08 nChanged 20
Entering ConstructFrom: 
Score: -132690200.000000 Penalty: 92242.843750
Entering ConstructFrom: 
Trying to split cluster 1 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -75731.757812 Penalty: 1609.322754
	Iteration 0F: 2 clusters Score -75731.76 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 343 members 
Entering Unmasked Estep 
Score: -74116.656250 Penalty: 3218.645508
	Iteration 0F: 3 clusters Score -74116.66 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -74591.539062 Penalty: 3218.645508
	Iteration 1F: 3 clusters Score -74591.54 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -74986.304688 Penalty: 3218.645508
	Iteration 2F: 3 clusters Score -74986.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -75369.992188 Penalty: 3218.645508
	Iteration 3F: 3 clusters Score -75369.99 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -75745.546875 Penalty: 3218.645508
	Iteration 4F: 3 clusters Score -75745.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -76088.562500 Penalty: 3218.645508
	Iteration 5Q: 3 clusters Score -76088.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -76184.039062 Penalty: 3218.645508
	Iteration 6Q: 3 clusters Score -76184.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -76237.242188 Penalty: 3218.645508
	Iteration 7Q: 3 clusters Score -76237.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -76265.015625 Penalty: 3218.645508
	Iteration 8Q: 3 clusters Score -76265.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -76291.515625 Penalty: 3218.645508
	Iteration 9Q: 3 clusters Score -76291.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -76295.281250 Penalty: 3218.645508
	Iteration 10Q: 3 clusters Score -76295.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -76295.281250 Penalty: 3218.645508
	Iteration 11F: 3 clusters Score -76295.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30119 members 
Mstep: Class 5 contains 180749 members 
Mstep: Class 6 contains 132475 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31934 members 
Mstep: Class 9 contains 18151 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39236 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157302 members 
Mstep: Class 15 contains 27821 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166399 members 
Mstep: Class 22 contains 88813 members 
Mstep: Class 23 contains 63708 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Mstep: Class 28 contains 370 members 
Entering Unmasked Estep 
Score: -132689008.000000 Penalty: 95659.250000
Splitting cluster 1 changes total score from -132690200.000000 to -132689008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -69633.234375 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -69633.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -68046.640625 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -68046.64 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -68406.273438 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -68406.27 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -68925.164062 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -68925.16 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -69101.718750 Penalty: 3193.125000
	Iteration 3F: 3 clusters Score -69101.72 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -69215.601562 Penalty: 3193.125000
	Iteration 4F: 3 clusters Score -69215.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -69310.484375 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -69310.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -69420.531250 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -69420.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -69486.632812 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -69486.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -69497.750000 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -69497.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -69501.546875 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -69501.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -69505.625000 Penalty: 3193.125000
	Iteration 10Q: 3 clusters Score -69505.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -69509.367188 Penalty: 3193.125000
	Iteration 11Q: 3 clusters Score -69509.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -69511.351562 Penalty: 3193.125000
	Iteration 12Q: 3 clusters Score -69511.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -69511.351562 Penalty: 3193.125000
	Iteration 13F: 3 clusters Score -69511.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Entering Unmasked Estep 
Score: -206385.625000 Penalty: 1811.686646
	Iteration 0F: 2 clusters Score -206385.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -204060.953125 Penalty: 3623.373291
	Iteration 0F: 3 clusters Score -204061 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -204439.078125 Penalty: 3623.373291
	Iteration 1F: 3 clusters Score -204439.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -204527.781250 Penalty: 3623.373291
	Iteration 2F: 3 clusters Score -204527.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -204572.031250 Penalty: 3623.373291
	Iteration 3Q: 3 clusters Score -204572 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -204601.515625 Penalty: 3623.373291
	Iteration 4Q: 3 clusters Score -204601.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -204623.140625 Penalty: 3623.373291
	Iteration 5Q: 3 clusters Score -204623.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -204639.671875 Penalty: 3623.373291
	Iteration 6Q: 3 clusters Score -204639.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -204652.437500 Penalty: 3623.373291
	Iteration 7Q: 3 clusters Score -204652.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -204661.062500 Penalty: 3623.373291
	Iteration 8Q: 3 clusters Score -204661.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -204672.921875 Penalty: 3623.373291
	Iteration 9Q: 3 clusters Score -204672.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -204680.921875 Penalty: 3623.373291
	Iteration 10Q: 3 clusters Score -204680.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -204689.125000 Penalty: 3623.373291
	Iteration 11Q: 3 clusters Score -204689.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -204691.437500 Penalty: 3623.373291
	Iteration 12Q: 3 clusters Score -204691.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -204693.187500 Penalty: 3623.373291
	Iteration 13Q: 3 clusters Score -204693.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -204694.421875 Penalty: 3623.373291
	Iteration 14Q: 3 clusters Score -204694.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -204696.906250 Penalty: 3623.373291
	Iteration 15Q: 3 clusters Score -204696.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -204697.796875 Penalty: 3623.373291
	Iteration 16Q: 3 clusters Score -204697.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -204698.437500 Penalty: 3623.373291
	Iteration 17Q: 3 clusters Score -204698.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -204698.437500 Penalty: 3623.373291
	Iteration 18F: 3 clusters Score -204698.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Entering Unmasked Estep 
Score: -4273296.000000 Penalty: 2557.602051
	Iteration 0F: 2 clusters Score -4273296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -4252658.000000 Penalty: 5115.204102
	Iteration 0F: 3 clusters Score -4252658 nChanged 13474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -4259850.000000 Penalty: 5115.204102
	Iteration 1F: 3 clusters Score -4259850 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -4260357.500000 Penalty: 5115.204102
	Iteration 2F: 3 clusters Score -4260358 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -4260859.500000 Penalty: 5115.204102
	Iteration 3Q: 3 clusters Score -4260860 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -4261445.500000 Penalty: 5115.204102
	Iteration 4Q: 3 clusters Score -4261446 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -4262260.000000 Penalty: 5115.204102
	Iteration 5F: 3 clusters Score -4262260 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -4263437.000000 Penalty: 5115.204102
	Iteration 6F: 3 clusters Score -4263437 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -4265080.000000 Penalty: 5115.204102
	Iteration 7F: 3 clusters Score -4265080 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -4267008.500000 Penalty: 5115.204102
	Iteration 8F: 3 clusters Score -4267008 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -4268750.500000 Penalty: 5115.204102
	Iteration 9F: 3 clusters Score -4268750 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -4269980.500000 Penalty: 5115.204102
	Iteration 10Q: 3 clusters Score -4269980 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -4270755.500000 Penalty: 5115.204102
	Iteration 11Q: 3 clusters Score -4270756 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -4271159.000000 Penalty: 5115.204102
	Iteration 12Q: 3 clusters Score -4271159 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -4271354.500000 Penalty: 5115.204102
	Iteration 13Q: 3 clusters Score -4271354 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
Score: -4271487.000000 Penalty: 5115.204102
	Iteration 14Q: 3 clusters Score -4271487 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -4271578.000000 Penalty: 5115.204102
	Iteration 15Q: 3 clusters Score -4271578 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -4271633.000000 Penalty: 5115.204102
	Iteration 16Q: 3 clusters Score -4271633 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -4271652.000000 Penalty: 5115.204102
	Iteration 17Q: 3 clusters Score -4271652 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -4271678.000000 Penalty: 5115.204102
	Iteration 18Q: 3 clusters Score -4271678 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -4271698.500000 Penalty: 5115.204102
	Iteration 19Q: 3 clusters Score -4271698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -4271697.000000 Penalty: 5115.204102
	Iteration 20F: 3 clusters Score -4271697 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -4271713.000000 Penalty: 5115.204102
	Iteration 21Q: 3 clusters Score -4271713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -4271716.000000 Penalty: 5115.204102
	Iteration 22Q: 3 clusters Score -4271716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -4271717.500000 Penalty: 5115.204102
	Iteration 23Q: 3 clusters Score -4271718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -4271724.500000 Penalty: 5115.204102
	Iteration 24Q: 3 clusters Score -4271724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -4271717.500000 Penalty: 5115.204102
	Iteration 25Q: 3 clusters Score -4271718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -4271718.500000 Penalty: 5115.204102
	Iteration 26Q: 3 clusters Score -4271718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -4271719.000000 Penalty: 5115.204102
	Iteration 27Q: 3 clusters Score -4271719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -4271712.000000 Penalty: 5115.204102
	Iteration 28Q: 3 clusters Score -4271712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -4271714.000000 Penalty: 5115.204102
	Iteration 29Q: 3 clusters Score -4271714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -4271718.500000 Penalty: 5115.204102
	Iteration 30Q: 3 clusters Score -4271718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -4271718.000000 Penalty: 5115.204102
	Iteration 31Q: 3 clusters Score -4271718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -4271718.000000 Penalty: 5115.204102
	Iteration 32F: 3 clusters Score -4271718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (180749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180749 members 
Entering Unmasked Estep 
Score: -25454980.000000 Penalty: 3002.006348
	Iteration 0F: 2 clusters Score -2.545498e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90530 members 
Mstep: Class 2 contains 90219 members 
Entering Unmasked Estep 
Score: -25348376.000000 Penalty: 6004.012695
	Iteration 0F: 3 clusters Score -2.534838e+07 nChanged 86767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91973 members 
Mstep: Class 2 contains 88776 members 
Entering Unmasked Estep 
Score: -25399604.000000 Penalty: 6004.012695
	Iteration 1F: 3 clusters Score -2.53996e+07 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92810 members 
Mstep: Class 2 contains 87939 members 
Entering Unmasked Estep 
Score: -25401046.000000 Penalty: 6004.012695
	Iteration 2Q: 3 clusters Score -2.540105e+07 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94141 members 
Mstep: Class 2 contains 86608 members 
Entering Unmasked Estep 
Score: -25402908.000000 Penalty: 6004.012695
	Iteration 3Q: 3 clusters Score -2.540291e+07 nChanged 7598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96333 members 
Mstep: Class 2 contains 84416 members 
Entering Unmasked Estep 
Score: -25405516.000000 Penalty: 6004.012695
	Iteration 4Q: 3 clusters Score -2.540552e+07 nChanged 8809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99606 members 
Mstep: Class 2 contains 81143 members 
Entering Unmasked Estep 
Score: -25409664.000000 Penalty: 6004.012695
	Iteration 5Q: 3 clusters Score -2.540966e+07 nChanged 10471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104125 members 
Mstep: Class 2 contains 76624 members 
Entering Unmasked Estep 
Score: -25416008.000000 Penalty: 6004.012695
	Iteration 6F: 3 clusters Score -2.541601e+07 nChanged 12049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109462 members 
Mstep: Class 2 contains 71287 members 
Entering Unmasked Estep 
Score: -25424874.000000 Penalty: 6004.012695
	Iteration 7F: 3 clusters Score -2.542487e+07 nChanged 12580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113640 members 
Mstep: Class 2 contains 67109 members 
Entering Unmasked Estep 
Score: -25434122.000000 Penalty: 6004.012695
	Iteration 8F: 3 clusters Score -2.543412e+07 nChanged 10206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115240 members 
Mstep: Class 2 contains 65509 members 
Entering Unmasked Estep 
Score: -25438870.000000 Penalty: 6004.012695
	Iteration 9F: 3 clusters Score -2.543887e+07 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115518 members 
Mstep: Class 2 contains 65231 members 
Entering Unmasked Estep 
Score: -25440114.000000 Penalty: 6004.012695
	Iteration 10Q: 3 clusters Score -2.544011e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115350 members 
Mstep: Class 2 contains 65399 members 
Entering Unmasked Estep 
Score: -25440248.000000 Penalty: 6004.012695
	Iteration 11Q: 3 clusters Score -2.544025e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115049 members 
Mstep: Class 2 contains 65700 members 
Entering Unmasked Estep 
Score: -25440236.000000 Penalty: 6004.012695
	Iteration 12Q: 3 clusters Score -2.544024e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114660 members 
Mstep: Class 2 contains 66089 members 
Entering Unmasked Estep 
Score: -25440412.000000 Penalty: 6004.012695
	Iteration 13Q: 3 clusters Score -2.544041e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114239 members 
Mstep: Class 2 contains 66510 members 
Entering Unmasked Estep 
Score: -25440518.000000 Penalty: 6004.012695
	Iteration 14Q: 3 clusters Score -2.544052e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113707 members 
Mstep: Class 2 contains 67042 members 
Entering Unmasked Estep 
Score: -25440774.000000 Penalty: 6004.012695
	Iteration 15Q: 3 clusters Score -2.544077e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113146 members 
Mstep: Class 2 contains 67603 members 
Entering Unmasked Estep 
Score: -25440924.000000 Penalty: 6004.012695
	Iteration 16Q: 3 clusters Score -2.544092e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112568 members 
Mstep: Class 2 contains 68181 members 
Entering Unmasked Estep 
Score: -25440894.000000 Penalty: 6004.012695
	Iteration 17Q: 3 clusters Score -2.544089e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111926 members 
Mstep: Class 2 contains 68823 members 
Entering Unmasked Estep 
Score: -25441038.000000 Penalty: 6004.012695
	Iteration 18Q: 3 clusters Score -2.544104e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111252 members 
Mstep: Class 2 contains 69497 members 
Entering Unmasked Estep 
Score: -25441212.000000 Penalty: 6004.012695
	Iteration 19Q: 3 clusters Score -2.544121e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110540 members 
Mstep: Class 2 contains 70209 members 
Entering Unmasked Estep 
Score: -25441276.000000 Penalty: 6004.012695
	Iteration 20F: 3 clusters Score -2.544128e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109800 members 
Mstep: Class 2 contains 70949 members 
Entering Unmasked Estep 
Score: -25441462.000000 Penalty: 6004.012695
	Iteration 21Q: 3 clusters Score -2.544146e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109026 members 
Mstep: Class 2 contains 71723 members 
Entering Unmasked Estep 
Score: -25441590.000000 Penalty: 6004.012695
	Iteration 22Q: 3 clusters Score -2.544159e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108181 members 
Mstep: Class 2 contains 72568 members 
Entering Unmasked Estep 
Score: -25441856.000000 Penalty: 6004.012695
	Iteration 23Q: 3 clusters Score -2.544186e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107323 members 
Mstep: Class 2 contains 73426 members 
Entering Unmasked Estep 
Score: -25441948.000000 Penalty: 6004.012695
	Iteration 24Q: 3 clusters Score -2.544195e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106481 members 
Mstep: Class 2 contains 74268 members 
Entering Unmasked Estep 
Score: -25441980.000000 Penalty: 6004.012695
	Iteration 25Q: 3 clusters Score -2.544198e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105610 members 
Mstep: Class 2 contains 75139 members 
Entering Unmasked Estep 
Score: -25442246.000000 Penalty: 6004.012695
	Iteration 26Q: 3 clusters Score -2.544225e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104731 members 
Mstep: Class 2 contains 76018 members 
Entering Unmasked Estep 
Score: -25442346.000000 Penalty: 6004.012695
	Iteration 27Q: 3 clusters Score -2.544235e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103897 members 
Mstep: Class 2 contains 76852 members 
Entering Unmasked Estep 
Score: -25442414.000000 Penalty: 6004.012695
	Iteration 28Q: 3 clusters Score -2.544241e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102968 members 
Mstep: Class 2 contains 77781 members 
Entering Unmasked Estep 
Score: -25442590.000000 Penalty: 6004.012695
	Iteration 29Q: 3 clusters Score -2.544259e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101980 members 
Mstep: Class 2 contains 78769 members 
Entering Unmasked Estep 
Score: -25442684.000000 Penalty: 6004.012695
	Iteration 30Q: 3 clusters Score -2.544268e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100934 members 
Mstep: Class 2 contains 79815 members 
Entering Unmasked Estep 
Score: -25442946.000000 Penalty: 6004.012695
	Iteration 31Q: 3 clusters Score -2.544295e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99855 members 
Mstep: Class 2 contains 80894 members 
Entering Unmasked Estep 
Score: -25443068.000000 Penalty: 6004.012695
	Iteration 32Q: 3 clusters Score -2.544307e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98751 members 
Mstep: Class 2 contains 81998 members 
Entering Unmasked Estep 
Score: -25443142.000000 Penalty: 6004.012695
	Iteration 33Q: 3 clusters Score -2.544314e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97577 members 
Mstep: Class 2 contains 83172 members 
Entering Unmasked Estep 
Score: -25443368.000000 Penalty: 6004.012695
	Iteration 34Q: 3 clusters Score -2.544337e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96460 members 
Mstep: Class 2 contains 84289 members 
Entering Unmasked Estep 
Score: -25443564.000000 Penalty: 6004.012695
	Iteration 35Q: 3 clusters Score -2.544356e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95363 members 
Mstep: Class 2 contains 85386 members 
Entering Unmasked Estep 
Score: -25443822.000000 Penalty: 6004.012695
	Iteration 36Q: 3 clusters Score -2.544382e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94358 members 
Mstep: Class 2 contains 86391 members 
Entering Unmasked Estep 
Score: -25444062.000000 Penalty: 6004.012695
	Iteration 37Q: 3 clusters Score -2.544406e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93389 members 
Mstep: Class 2 contains 87360 members 
Entering Unmasked Estep 
Score: -25444124.000000 Penalty: 6004.012695
	Iteration 38Q: 3 clusters Score -2.544412e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92494 members 
Mstep: Class 2 contains 88255 members 
Entering Unmasked Estep 
Score: -25444406.000000 Penalty: 6004.012695
	Iteration 39Q: 3 clusters Score -2.544441e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91669 members 
Mstep: Class 2 contains 89080 members 
Entering Unmasked Estep 
Score: -25444496.000000 Penalty: 6004.012695
	Iteration 40F: 3 clusters Score -2.54445e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90857 members 
Mstep: Class 2 contains 89892 members 
Entering Unmasked Estep 
Score: -25444594.000000 Penalty: 6004.012695
	Iteration 41Q: 3 clusters Score -2.544459e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90048 members 
Mstep: Class 2 contains 90701 members 
Entering Unmasked Estep 
Score: -25444754.000000 Penalty: 6004.012695
	Iteration 42Q: 3 clusters Score -2.544475e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89349 members 
Mstep: Class 2 contains 91400 members 
Entering Unmasked Estep 
Score: -25444952.000000 Penalty: 6004.012695
	Iteration 43Q: 3 clusters Score -2.544495e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88685 members 
Mstep: Class 2 contains 92064 members 
Entering Unmasked Estep 
Score: -25445166.000000 Penalty: 6004.012695
	Iteration 44Q: 3 clusters Score -2.544517e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88100 members 
Mstep: Class 2 contains 92649 members 
Entering Unmasked Estep 
Score: -25445292.000000 Penalty: 6004.012695
	Iteration 45Q: 3 clusters Score -2.544529e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87560 members 
Mstep: Class 2 contains 93189 members 
Entering Unmasked Estep 
Score: -25445444.000000 Penalty: 6004.012695
	Iteration 46Q: 3 clusters Score -2.544544e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87056 members 
Mstep: Class 2 contains 93693 members 
Entering Unmasked Estep 
Score: -25445384.000000 Penalty: 6004.012695
	Iteration 47Q: 3 clusters Score -2.544538e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86593 members 
Mstep: Class 2 contains 94156 members 
Entering Unmasked Estep 
Score: -25445474.000000 Penalty: 6004.012695
	Iteration 48Q: 3 clusters Score -2.544547e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86223 members 
Mstep: Class 2 contains 94526 members 
Entering Unmasked Estep 
Score: -25445570.000000 Penalty: 6004.012695
	Iteration 49Q: 3 clusters Score -2.544557e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85889 members 
Mstep: Class 2 contains 94860 members 
Entering Unmasked Estep 
Score: -25445606.000000 Penalty: 6004.012695
	Iteration 50Q: 3 clusters Score -2.544561e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85560 members 
Mstep: Class 2 contains 95189 members 
Entering Unmasked Estep 
Score: -25445656.000000 Penalty: 6004.012695
	Iteration 51Q: 3 clusters Score -2.544566e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85296 members 
Mstep: Class 2 contains 95453 members 
Entering Unmasked Estep 
Score: -25445656.000000 Penalty: 6004.012695
	Iteration 52Q: 3 clusters Score -2.544566e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85084 members 
Mstep: Class 2 contains 95665 members 
Entering Unmasked Estep 
Score: -25445664.000000 Penalty: 6004.012695
	Iteration 53Q: 3 clusters Score -2.544566e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84902 members 
Mstep: Class 2 contains 95847 members 
Entering Unmasked Estep 
Score: -25445512.000000 Penalty: 6004.012695
	Iteration 54Q: 3 clusters Score -2.544551e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84735 members 
Mstep: Class 2 contains 96014 members 
Entering Unmasked Estep 
Score: -25445610.000000 Penalty: 6004.012695
	Iteration 55Q: 3 clusters Score -2.544561e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84658 members 
Mstep: Class 2 contains 96091 members 
Entering Unmasked Estep 
Score: -25445586.000000 Penalty: 6004.012695
	Iteration 56Q: 3 clusters Score -2.544559e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84588 members 
Mstep: Class 2 contains 96161 members 
Entering Unmasked Estep 
Score: -25445540.000000 Penalty: 6004.012695
	Iteration 57Q: 3 clusters Score -2.544554e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84536 members 
Mstep: Class 2 contains 96213 members 
Entering Unmasked Estep 
Score: -25445664.000000 Penalty: 6004.012695
	Iteration 58Q: 3 clusters Score -2.544566e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84490 members 
Mstep: Class 2 contains 96259 members 
Entering Unmasked Estep 
Score: -25445706.000000 Penalty: 6004.012695
	Iteration 59Q: 3 clusters Score -2.544571e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84490 members 
Mstep: Class 2 contains 96259 members 
Entering Unmasked Estep 
Score: -25445814.000000 Penalty: 6004.012695
	Iteration 60F: 3 clusters Score -2.544581e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84505 members 
Mstep: Class 2 contains 96244 members 
Entering Unmasked Estep 
Score: -25445820.000000 Penalty: 6004.012695
	Iteration 61Q: 3 clusters Score -2.544582e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84522 members 
Mstep: Class 2 contains 96227 members 
Entering Unmasked Estep 
Score: -25445828.000000 Penalty: 6004.012695
	Iteration 62Q: 3 clusters Score -2.544583e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84593 members 
Mstep: Class 2 contains 96156 members 
Entering Unmasked Estep 
Score: -25445936.000000 Penalty: 6004.012695
	Iteration 63Q: 3 clusters Score -2.544594e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84681 members 
Mstep: Class 2 contains 96068 members 
Entering Unmasked Estep 
Score: -25445918.000000 Penalty: 6004.012695
	Iteration 64Q: 3 clusters Score -2.544592e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84778 members 
Mstep: Class 2 contains 95971 members 
Entering Unmasked Estep 
Score: -25445994.000000 Penalty: 6004.012695
	Iteration 65Q: 3 clusters Score -2.544599e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84893 members 
Mstep: Class 2 contains 95856 members 
Entering Unmasked Estep 
Score: -25446042.000000 Penalty: 6004.012695
	Iteration 66Q: 3 clusters Score -2.544604e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84997 members 
Mstep: Class 2 contains 95752 members 
Entering Unmasked Estep 
Score: -25446034.000000 Penalty: 6004.012695
	Iteration 67Q: 3 clusters Score -2.544603e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85101 members 
Mstep: Class 2 contains 95648 members 
Entering Unmasked Estep 
Score: -25446046.000000 Penalty: 6004.012695
	Iteration 68Q: 3 clusters Score -2.544605e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85189 members 
Mstep: Class 2 contains 95560 members 
Entering Unmasked Estep 
Score: -25446088.000000 Penalty: 6004.012695
	Iteration 69Q: 3 clusters Score -2.544609e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85298 members 
Mstep: Class 2 contains 95451 members 
Entering Unmasked Estep 
Score: -25446070.000000 Penalty: 6004.012695
	Iteration 70Q: 3 clusters Score -2.544607e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85437 members 
Mstep: Class 2 contains 95312 members 
Entering Unmasked Estep 
Score: -25446146.000000 Penalty: 6004.012695
	Iteration 71Q: 3 clusters Score -2.544615e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85552 members 
Mstep: Class 2 contains 95197 members 
Entering Unmasked Estep 
Score: -25446176.000000 Penalty: 6004.012695
	Iteration 72Q: 3 clusters Score -2.544618e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85675 members 
Mstep: Class 2 contains 95074 members 
Entering Unmasked Estep 
Score: -25446224.000000 Penalty: 6004.012695
	Iteration 73Q: 3 clusters Score -2.544622e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85788 members 
Mstep: Class 2 contains 94961 members 
Entering Unmasked Estep 
Score: -25446164.000000 Penalty: 6004.012695
	Iteration 74Q: 3 clusters Score -2.544616e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85929 members 
Mstep: Class 2 contains 94820 members 
Entering Unmasked Estep 
Score: -25446176.000000 Penalty: 6004.012695
	Iteration 75Q: 3 clusters Score -2.544618e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86072 members 
Mstep: Class 2 contains 94677 members 
Entering Unmasked Estep 
Score: -25446202.000000 Penalty: 6004.012695
	Iteration 76Q: 3 clusters Score -2.54462e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86191 members 
Mstep: Class 2 contains 94558 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2.544624e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86309 members 
Mstep: Class 2 contains 94440 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2.544628e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86412 members 
Mstep: Class 2 contains 94337 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2.544629e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86495 members 
Mstep: Class 2 contains 94254 members 
Entering Unmasked Estep 
Score: -25446232.000000 Penalty: 6004.012695
	Iteration 80F: 3 clusters Score -2.544623e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86571 members 
Mstep: Class 2 contains 94178 members 
Entering Unmasked Estep 
Score: -25446228.000000 Penalty: 6004.012695
	Iteration 81Q: 3 clusters Score -2.544623e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86648 members 
Mstep: Class 2 contains 94101 members 
Entering Unmasked Estep 
Score: -25446250.000000 Penalty: 6004.012695
	Iteration 82Q: 3 clusters Score -2.544625e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86756 members 
Mstep: Class 2 contains 93993 members 
Entering Unmasked Estep 
Score: -25446326.000000 Penalty: 6004.012695
	Iteration 83Q: 3 clusters Score -2.544633e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86857 members 
Mstep: Class 2 contains 93892 members 
Entering Unmasked Estep 
Score: -25446370.000000 Penalty: 6004.012695
	Iteration 84Q: 3 clusters Score -2.544637e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86933 members 
Mstep: Class 2 contains 93816 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2.544634e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87043 members 
Mstep: Class 2 contains 93706 members 
Entering Unmasked Estep 
Score: -25446316.000000 Penalty: 6004.012695
	Iteration 86Q: 3 clusters Score -2.544632e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87134 members 
Mstep: Class 2 contains 93615 members 
Entering Unmasked Estep 
Score: -25446322.000000 Penalty: 6004.012695
	Iteration 87Q: 3 clusters Score -2.544632e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87223 members 
Mstep: Class 2 contains 93526 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2.544634e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87288 members 
Mstep: Class 2 contains 93461 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2.544633e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87362 members 
Mstep: Class 2 contains 93387 members 
Entering Unmasked Estep 
Score: -25446346.000000 Penalty: 6004.012695
	Iteration 90Q: 3 clusters Score -2.544635e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87442 members 
Mstep: Class 2 contains 93307 members 
Entering Unmasked Estep 
Score: -25446382.000000 Penalty: 6004.012695
	Iteration 91Q: 3 clusters Score -2.544638e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87515 members 
Mstep: Class 2 contains 93234 members 
Entering Unmasked Estep 
Score: -25446362.000000 Penalty: 6004.012695
	Iteration 92Q: 3 clusters Score -2.544636e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87594 members 
Mstep: Class 2 contains 93155 members 
Entering Unmasked Estep 
Score: -25446414.000000 Penalty: 6004.012695
	Iteration 93Q: 3 clusters Score -2.544641e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87687 members 
Mstep: Class 2 contains 93062 members 
Entering Unmasked Estep 
Score: -25446410.000000 Penalty: 6004.012695
	Iteration 94Q: 3 clusters Score -2.544641e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87780 members 
Mstep: Class 2 contains 92969 members 
Entering Unmasked Estep 
Score: -25446408.000000 Penalty: 6004.012695
	Iteration 95Q: 3 clusters Score -2.544641e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87877 members 
Mstep: Class 2 contains 92872 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2.544643e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87966 members 
Mstep: Class 2 contains 92783 members 
Entering Unmasked Estep 
Score: -25446418.000000 Penalty: 6004.012695
	Iteration 97Q: 3 clusters Score -2.544642e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88067 members 
Mstep: Class 2 contains 92682 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2.544642e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88166 members 
Mstep: Class 2 contains 92583 members 
Entering Unmasked Estep 
Score: -25446446.000000 Penalty: 6004.012695
	Iteration 99Q: 3 clusters Score -2.544645e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88255 members 
Mstep: Class 2 contains 92494 members 
Entering Unmasked Estep 
Score: -25446436.000000 Penalty: 6004.012695
	Iteration 100F: 3 clusters Score -2.544644e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88355 members 
Mstep: Class 2 contains 92394 members 
Entering Unmasked Estep 
Score: -25446440.000000 Penalty: 6004.012695
	Iteration 101Q: 3 clusters Score -2.544644e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88440 members 
Mstep: Class 2 contains 92309 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2.544645e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88511 members 
Mstep: Class 2 contains 92238 members 
Entering Unmasked Estep 
Score: -25446466.000000 Penalty: 6004.012695
	Iteration 103Q: 3 clusters Score -2.544647e+07 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88594 members 
Mstep: Class 2 contains 92155 members 
Entering Unmasked Estep 
Score: -25446462.000000 Penalty: 6004.012695
	Iteration 104Q: 3 clusters Score -2.544646e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88668 members 
Mstep: Class 2 contains 92081 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2.544646e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88733 members 
Mstep: Class 2 contains 92016 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2.544648e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88818 members 
Mstep: Class 2 contains 91931 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2.544649e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88906 members 
Mstep: Class 2 contains 91843 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2.544648e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88978 members 
Mstep: Class 2 contains 91771 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2.544649e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89044 members 
Mstep: Class 2 contains 91705 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2.544651e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89110 members 
Mstep: Class 2 contains 91639 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2.544651e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89159 members 
Mstep: Class 2 contains 91590 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2.544651e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89215 members 
Mstep: Class 2 contains 91534 members 
Entering Unmasked Estep 
Score: -25446494.000000 Penalty: 6004.012695
	Iteration 113Q: 3 clusters Score -2.544649e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89262 members 
Mstep: Class 2 contains 91487 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2.54465e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89301 members 
Mstep: Class 2 contains 91448 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2.54465e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89336 members 
Mstep: Class 2 contains 91413 members 
Entering Unmasked Estep 
Score: -25446516.000000 Penalty: 6004.012695
	Iteration 116Q: 3 clusters Score -2.544652e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89373 members 
Mstep: Class 2 contains 91376 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2.544651e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89404 members 
Mstep: Class 2 contains 91345 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2.544651e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89439 members 
Mstep: Class 2 contains 91310 members 
Entering Unmasked Estep 
Score: -25446552.000000 Penalty: 6004.012695
	Iteration 119Q: 3 clusters Score -2.544655e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89466 members 
Mstep: Class 2 contains 91283 members 
Entering Unmasked Estep 
Score: -25446560.000000 Penalty: 6004.012695
	Iteration 120F: 3 clusters Score -2.544656e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89493 members 
Mstep: Class 2 contains 91256 members 
Entering Unmasked Estep 
Score: -25446570.000000 Penalty: 6004.012695
	Iteration 121Q: 3 clusters Score -2.544657e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89520 members 
Mstep: Class 2 contains 91229 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2.544658e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89549 members 
Mstep: Class 2 contains 91200 members 
Entering Unmasked Estep 
Score: -25446554.000000 Penalty: 6004.012695
	Iteration 123Q: 3 clusters Score -2.544655e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89577 members 
Mstep: Class 2 contains 91172 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2.544655e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89599 members 
Mstep: Class 2 contains 91150 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2.544658e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89619 members 
Mstep: Class 2 contains 91130 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2.544655e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89638 members 
Mstep: Class 2 contains 91111 members 
Entering Unmasked Estep 
Score: -25446558.000000 Penalty: 6004.012695
	Iteration 127Q: 3 clusters Score -2.544656e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89658 members 
Mstep: Class 2 contains 91091 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2.544657e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89673 members 
Mstep: Class 2 contains 91076 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2.54466e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89686 members 
Mstep: Class 2 contains 91063 members 
Entering Unmasked Estep 
Score: -25446610.000000 Penalty: 6004.012695
	Iteration 130Q: 3 clusters Score -2.544661e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89697 members 
Mstep: Class 2 contains 91052 members 
Entering Unmasked Estep 
Score: -25446630.000000 Penalty: 6004.012695
	Iteration 131Q: 3 clusters Score -2.544663e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89708 members 
Mstep: Class 2 contains 91041 members 
Entering Unmasked Estep 
Score: -25446618.000000 Penalty: 6004.012695
	Iteration 132Q: 3 clusters Score -2.544662e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89722 members 
Mstep: Class 2 contains 91027 members 
Entering Unmasked Estep 
Score: -25446626.000000 Penalty: 6004.012695
	Iteration 133Q: 3 clusters Score -2.544663e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89739 members 
Mstep: Class 2 contains 91010 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2.544664e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89752 members 
Mstep: Class 2 contains 90997 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2.544666e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89773 members 
Mstep: Class 2 contains 90976 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2.544666e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89780 members 
Mstep: Class 2 contains 90969 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2.544667e+07 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89799 members 
Mstep: Class 2 contains 90950 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2.544667e+07 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89813 members 
Mstep: Class 2 contains 90936 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2.54467e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89821 members 
Mstep: Class 2 contains 90928 members 
Entering Unmasked Estep 
Score: -25446682.000000 Penalty: 6004.012695
	Iteration 140F: 3 clusters Score -2.544668e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89829 members 
Mstep: Class 2 contains 90920 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2.544667e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89843 members 
Mstep: Class 2 contains 90906 members 
Entering Unmasked Estep 
Score: -25446696.000000 Penalty: 6004.012695
	Iteration 142Q: 3 clusters Score -2.54467e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89857 members 
Mstep: Class 2 contains 90892 members 
Entering Unmasked Estep 
Score: -25446714.000000 Penalty: 6004.012695
	Iteration 143Q: 3 clusters Score -2.544671e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89868 members 
Mstep: Class 2 contains 90881 members 
Entering Unmasked Estep 
Score: -25446720.000000 Penalty: 6004.012695
	Iteration 144Q: 3 clusters Score -2.544672e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89890 members 
Mstep: Class 2 contains 90859 members 
Entering Unmasked Estep 
Score: -25446756.000000 Penalty: 6004.012695
	Iteration 145Q: 3 clusters Score -2.544676e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89907 members 
Mstep: Class 2 contains 90842 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2.544678e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89918 members 
Mstep: Class 2 contains 90831 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2.544677e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89927 members 
Mstep: Class 2 contains 90822 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2.544678e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89934 members 
Mstep: Class 2 contains 90815 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2.544677e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89938 members 
Mstep: Class 2 contains 90811 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2.544675e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89940 members 
Mstep: Class 2 contains 90809 members 
Entering Unmasked Estep 
Score: -25446750.000000 Penalty: 6004.012695
	Iteration 151Q: 3 clusters Score -2.544675e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89941 members 
Mstep: Class 2 contains 90808 members 
Entering Unmasked Estep 
Score: -25446738.000000 Penalty: 6004.012695
	Iteration 152Q: 3 clusters Score -2.544674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89943 members 
Mstep: Class 2 contains 90806 members 
Entering Unmasked Estep 
Score: -25446720.000000 Penalty: 6004.012695
	Iteration 153Q: 3 clusters Score -2.544672e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89943 members 
Mstep: Class 2 contains 90806 members 
Entering Unmasked Estep 
Score: -25446730.000000 Penalty: 6004.012695
	Iteration 154Q: 3 clusters Score -2.544673e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89949 members 
Mstep: Class 2 contains 90800 members 
Entering Unmasked Estep 
Score: -25446710.000000 Penalty: 6004.012695
	Iteration 155Q: 3 clusters Score -2.544671e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89955 members 
Mstep: Class 2 contains 90794 members 
Entering Unmasked Estep 
Score: -25446702.000000 Penalty: 6004.012695
	Iteration 156Q: 3 clusters Score -2.54467e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89956 members 
Mstep: Class 2 contains 90793 members 
Entering Unmasked Estep 
Score: -25446716.000000 Penalty: 6004.012695
	Iteration 157Q: 3 clusters Score -2.544672e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89961 members 
Mstep: Class 2 contains 90788 members 
Entering Unmasked Estep 
Score: -25446716.000000 Penalty: 6004.012695
	Iteration 158Q: 3 clusters Score -2.544672e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89968 members 
Mstep: Class 2 contains 90781 members 
Entering Unmasked Estep 
Score: -25446688.000000 Penalty: 6004.012695
	Iteration 159Q: 3 clusters Score -2.544669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89971 members 
Mstep: Class 2 contains 90778 members 
Entering Unmasked Estep 
Score: -25446696.000000 Penalty: 6004.012695
	Iteration 160F: 3 clusters Score -2.54467e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89976 members 
Mstep: Class 2 contains 90773 members 
Entering Unmasked Estep 
Score: -25446688.000000 Penalty: 6004.012695
	Iteration 161Q: 3 clusters Score -2.544669e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89982 members 
Mstep: Class 2 contains 90767 members 
Entering Unmasked Estep 
Score: -25446686.000000 Penalty: 6004.012695
	Iteration 162Q: 3 clusters Score -2.544669e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89988 members 
Mstep: Class 2 contains 90761 members 
Entering Unmasked Estep 
Score: -25446668.000000 Penalty: 6004.012695
	Iteration 163Q: 3 clusters Score -2.544667e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89990 members 
Mstep: Class 2 contains 90759 members 
Entering Unmasked Estep 
Score: -25446672.000000 Penalty: 6004.012695
	Iteration 164Q: 3 clusters Score -2.544667e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89993 members 
Mstep: Class 2 contains 90756 members 
Entering Unmasked Estep 
Score: -25446664.000000 Penalty: 6004.012695
	Iteration 165Q: 3 clusters Score -2.544666e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89994 members 
Mstep: Class 2 contains 90755 members 
Entering Unmasked Estep 
Score: -25446652.000000 Penalty: 6004.012695
	Iteration 166Q: 3 clusters Score -2.544665e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90002 members 
Mstep: Class 2 contains 90747 members 
Entering Unmasked Estep 
Score: -25446670.000000 Penalty: 6004.012695
	Iteration 167Q: 3 clusters Score -2.544667e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90008 members 
Mstep: Class 2 contains 90741 members 
Entering Unmasked Estep 
Score: -25446642.000000 Penalty: 6004.012695
	Iteration 168Q: 3 clusters Score -2.544664e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90018 members 
Mstep: Class 2 contains 90731 members 
Entering Unmasked Estep 
Score: -25446636.000000 Penalty: 6004.012695
	Iteration 169Q: 3 clusters Score -2.544664e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90029 members 
Mstep: Class 2 contains 90720 members 
Entering Unmasked Estep 
Score: -25446648.000000 Penalty: 6004.012695
	Iteration 170Q: 3 clusters Score -2.544665e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90049 members 
Mstep: Class 2 contains 90700 members 
Entering Unmasked Estep 
Score: -25446650.000000 Penalty: 6004.012695
	Iteration 171Q: 3 clusters Score -2.544665e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90067 members 
Mstep: Class 2 contains 90682 members 
Entering Unmasked Estep 
Score: -25446630.000000 Penalty: 6004.012695
	Iteration 172Q: 3 clusters Score -2.544663e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90083 members 
Mstep: Class 2 contains 90666 members 
Entering Unmasked Estep 
Score: -25446654.000000 Penalty: 6004.012695
	Iteration 173Q: 3 clusters Score -2.544665e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90099 members 
Mstep: Class 2 contains 90650 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2.544665e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90116 members 
Mstep: Class 2 contains 90633 members 
Entering Unmasked Estep 
Score: -25446660.000000 Penalty: 6004.012695
	Iteration 175Q: 3 clusters Score -2.544666e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90133 members 
Mstep: Class 2 contains 90616 members 
Entering Unmasked Estep 
Score: -25446640.000000 Penalty: 6004.012695
	Iteration 176Q: 3 clusters Score -2.544664e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90152 members 
Mstep: Class 2 contains 90597 members 
Entering Unmasked Estep 
Score: -25446628.000000 Penalty: 6004.012695
	Iteration 177Q: 3 clusters Score -2.544663e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90163 members 
Mstep: Class 2 contains 90586 members 
Entering Unmasked Estep 
Score: -25446648.000000 Penalty: 6004.012695
	Iteration 178Q: 3 clusters Score -2.544665e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90170 members 
Mstep: Class 2 contains 90579 members 
Entering Unmasked Estep 
Score: -25446666.000000 Penalty: 6004.012695
	Iteration 179Q: 3 clusters Score -2.544667e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90180 members 
Mstep: Class 2 contains 90569 members 
Entering Unmasked Estep 
Score: -25446672.000000 Penalty: 6004.012695
	Iteration 180F: 3 clusters Score -2.544667e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90194 members 
Mstep: Class 2 contains 90555 members 
Entering Unmasked Estep 
Score: -25446668.000000 Penalty: 6004.012695
	Iteration 181Q: 3 clusters Score -2.544667e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90221 members 
Mstep: Class 2 contains 90528 members 
Entering Unmasked Estep 
Score: -25446666.000000 Penalty: 6004.012695
	Iteration 182Q: 3 clusters Score -2.544667e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90255 members 
Mstep: Class 2 contains 90494 members 
Entering Unmasked Estep 
Score: -25446648.000000 Penalty: 6004.012695
	Iteration 183Q: 3 clusters Score -2.544665e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90299 members 
Mstep: Class 2 contains 90450 members 
Entering Unmasked Estep 
Score: -25446644.000000 Penalty: 6004.012695
	Iteration 184Q: 3 clusters Score -2.544664e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90341 members 
Mstep: Class 2 contains 90408 members 
Entering Unmasked Estep 
Score: -25446660.000000 Penalty: 6004.012695
	Iteration 185Q: 3 clusters Score -2.544666e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90383 members 
Mstep: Class 2 contains 90366 members 
Entering Unmasked Estep 
Score: -25446676.000000 Penalty: 6004.012695
	Iteration 186Q: 3 clusters Score -2.544668e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90443 members 
Mstep: Class 2 contains 90306 members 
Entering Unmasked Estep 
Score: -25446668.000000 Penalty: 6004.012695
	Iteration 187Q: 3 clusters Score -2.544667e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90491 members 
Mstep: Class 2 contains 90258 members 
Entering Unmasked Estep 
Score: -25446668.000000 Penalty: 6004.012695
	Iteration 188Q: 3 clusters Score -2.544667e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90539 members 
Mstep: Class 2 contains 90210 members 
Entering Unmasked Estep 
Score: -25446658.000000 Penalty: 6004.012695
	Iteration 189Q: 3 clusters Score -2.544666e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90597 members 
Mstep: Class 2 contains 90152 members 
Entering Unmasked Estep 
Score: -25446678.000000 Penalty: 6004.012695
	Iteration 190Q: 3 clusters Score -2.544668e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90645 members 
Mstep: Class 2 contains 90104 members 
Entering Unmasked Estep 
Score: -25446642.000000 Penalty: 6004.012695
	Iteration 191Q: 3 clusters Score -2.544664e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90683 members 
Mstep: Class 2 contains 90066 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -2.544667e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90720 members 
Mstep: Class 2 contains 90029 members 
Entering Unmasked Estep 
Score: -25446670.000000 Penalty: 6004.012695
	Iteration 193Q: 3 clusters Score -2.544667e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90762 members 
Mstep: Class 2 contains 89987 members 
Entering Unmasked Estep 
Score: -25446668.000000 Penalty: 6004.012695
	Iteration 194Q: 3 clusters Score -2.544667e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90829 members 
Mstep: Class 2 contains 89920 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -2.544666e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90883 members 
Mstep: Class 2 contains 89866 members 
Entering Unmasked Estep 
Score: -25446674.000000 Penalty: 6004.012695
	Iteration 196Q: 3 clusters Score -2.544667e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90929 members 
Mstep: Class 2 contains 89820 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -2.544665e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90971 members 
Mstep: Class 2 contains 89778 members 
Entering Unmasked Estep 
Score: -25446690.000000 Penalty: 6004.012695
	Iteration 198Q: 3 clusters Score -2.544669e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91016 members 
Mstep: Class 2 contains 89733 members 
Entering Unmasked Estep 
Score: -25446702.000000 Penalty: 6004.012695
	Iteration 199Q: 3 clusters Score -2.54467e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91047 members 
Mstep: Class 2 contains 89702 members 
Entering Unmasked Estep 
Score: -25446674.000000 Penalty: 6004.012695
	Iteration 200F: 3 clusters Score -2.544667e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91084 members 
Mstep: Class 2 contains 89665 members 
Entering Unmasked Estep 
Score: -25446698.000000 Penalty: 6004.012695
	Iteration 201Q: 3 clusters Score -2.54467e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91118 members 
Mstep: Class 2 contains 89631 members 
Entering Unmasked Estep 
Score: -25446692.000000 Penalty: 6004.012695
	Iteration 202Q: 3 clusters Score -2.544669e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91142 members 
Mstep: Class 2 contains 89607 members 
Entering Unmasked Estep 
Score: -25446724.000000 Penalty: 6004.012695
	Iteration 203Q: 3 clusters Score -2.544672e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91173 members 
Mstep: Class 2 contains 89576 members 
Entering Unmasked Estep 
Score: -25446724.000000 Penalty: 6004.012695
	Iteration 204Q: 3 clusters Score -2.544672e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91207 members 
Mstep: Class 2 contains 89542 members 
Entering Unmasked Estep 
Score: -25446724.000000 Penalty: 6004.012695
	Iteration 205Q: 3 clusters Score -2.544672e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91259 members 
Mstep: Class 2 contains 89490 members 
Entering Unmasked Estep 
Score: -25446740.000000 Penalty: 6004.012695
	Iteration 206Q: 3 clusters Score -2.544674e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91305 members 
Mstep: Class 2 contains 89444 members 
Entering Unmasked Estep 
Score: -25446750.000000 Penalty: 6004.012695
	Iteration 207Q: 3 clusters Score -2.544675e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91345 members 
Mstep: Class 2 contains 89404 members 
Entering Unmasked Estep 
Score: -25446782.000000 Penalty: 6004.012695
	Iteration 208Q: 3 clusters Score -2.544678e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91384 members 
Mstep: Class 2 contains 89365 members 
Entering Unmasked Estep 
Score: -25446762.000000 Penalty: 6004.012695
	Iteration 209Q: 3 clusters Score -2.544676e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91415 members 
Mstep: Class 2 contains 89334 members 
Entering Unmasked Estep 
Score: -25446754.000000 Penalty: 6004.012695
	Iteration 210Q: 3 clusters Score -2.544675e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91442 members 
Mstep: Class 2 contains 89307 members 
Entering Unmasked Estep 
Score: -25446732.000000 Penalty: 6004.012695
	Iteration 211Q: 3 clusters Score -2.544673e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91478 members 
Mstep: Class 2 contains 89271 members 
Entering Unmasked Estep 
Score: -25446764.000000 Penalty: 6004.012695
	Iteration 212Q: 3 clusters Score -2.544676e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91512 members 
Mstep: Class 2 contains 89237 members 
Entering Unmasked Estep 
Score: -25446778.000000 Penalty: 6004.012695
	Iteration 213Q: 3 clusters Score -2.544678e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91546 members 
Mstep: Class 2 contains 89203 members 
Entering Unmasked Estep 
Score: -25446752.000000 Penalty: 6004.012695
	Iteration 214Q: 3 clusters Score -2.544675e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91575 members 
Mstep: Class 2 contains 89174 members 
Entering Unmasked Estep 
Score: -25446754.000000 Penalty: 6004.012695
	Iteration 215Q: 3 clusters Score -2.544675e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91606 members 
Mstep: Class 2 contains 89143 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -2.544678e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91630 members 
Mstep: Class 2 contains 89119 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -2.544677e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91650 members 
Mstep: Class 2 contains 89099 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -2.544679e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91677 members 
Mstep: Class 2 contains 89072 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -2.544679e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91696 members 
Mstep: Class 2 contains 89053 members 
Entering Unmasked Estep 
Score: -25446806.000000 Penalty: 6004.012695
	Iteration 220F: 3 clusters Score -2.544681e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91719 members 
Mstep: Class 2 contains 89030 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -2.544681e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91743 members 
Mstep: Class 2 contains 89006 members 
Entering Unmasked Estep 
Score: -25446812.000000 Penalty: 6004.012695
	Iteration 222Q: 3 clusters Score -2.544681e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91761 members 
Mstep: Class 2 contains 88988 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -2.54468e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91774 members 
Mstep: Class 2 contains 88975 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -2.544678e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91795 members 
Mstep: Class 2 contains 88954 members 
Entering Unmasked Estep 
Score: -25446802.000000 Penalty: 6004.012695
	Iteration 225Q: 3 clusters Score -2.54468e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91810 members 
Mstep: Class 2 contains 88939 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -2.544679e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91822 members 
Mstep: Class 2 contains 88927 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -2.54468e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91829 members 
Mstep: Class 2 contains 88920 members 
Entering Unmasked Estep 
Score: -25446828.000000 Penalty: 6004.012695
	Iteration 228Q: 3 clusters Score -2.544683e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91840 members 
Mstep: Class 2 contains 88909 members 
Entering Unmasked Estep 
Score: -25446826.000000 Penalty: 6004.012695
	Iteration 229Q: 3 clusters Score -2.544683e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91847 members 
Mstep: Class 2 contains 88902 members 
Entering Unmasked Estep 
Score: -25446824.000000 Penalty: 6004.012695
	Iteration 230Q: 3 clusters Score -2.544682e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91853 members 
Mstep: Class 2 contains 88896 members 
Entering Unmasked Estep 
Score: -25446820.000000 Penalty: 6004.012695
	Iteration 231Q: 3 clusters Score -2.544682e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91857 members 
Mstep: Class 2 contains 88892 members 
Entering Unmasked Estep 
Score: -25446798.000000 Penalty: 6004.012695
	Iteration 232Q: 3 clusters Score -2.54468e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91871 members 
Mstep: Class 2 contains 88878 members 
Entering Unmasked Estep 
Score: -25446826.000000 Penalty: 6004.012695
	Iteration 233Q: 3 clusters Score -2.544683e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91884 members 
Mstep: Class 2 contains 88865 members 
Entering Unmasked Estep 
Score: -25446822.000000 Penalty: 6004.012695
	Iteration 234Q: 3 clusters Score -2.544682e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91897 members 
Mstep: Class 2 contains 88852 members 
Entering Unmasked Estep 
Score: -25446806.000000 Penalty: 6004.012695
	Iteration 235Q: 3 clusters Score -2.544681e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91909 members 
Mstep: Class 2 contains 88840 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -2.54468e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91915 members 
Mstep: Class 2 contains 88834 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -2.54468e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91923 members 
Mstep: Class 2 contains 88826 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -2.54468e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91929 members 
Mstep: Class 2 contains 88820 members 
Entering Unmasked Estep 
Score: -25446796.000000 Penalty: 6004.012695
	Iteration 239Q: 3 clusters Score -2.54468e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91932 members 
Mstep: Class 2 contains 88817 members 
Entering Unmasked Estep 
Score: -25446792.000000 Penalty: 6004.012695
	Iteration 240F: 3 clusters Score -2.544679e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91933 members 
Mstep: Class 2 contains 88816 members 
Entering Unmasked Estep 
Score: -25446806.000000 Penalty: 6004.012695
	Iteration 241Q: 3 clusters Score -2.544681e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91931 members 
Mstep: Class 2 contains 88818 members 
Entering Unmasked Estep 
Score: -25446814.000000 Penalty: 6004.012695
	Iteration 242Q: 3 clusters Score -2.544681e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91929 members 
Mstep: Class 2 contains 88820 members 
Entering Unmasked Estep 
Score: -25446788.000000 Penalty: 6004.012695
	Iteration 243Q: 3 clusters Score -2.544679e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91941 members 
Mstep: Class 2 contains 88808 members 
Entering Unmasked Estep 
Score: -25446786.000000 Penalty: 6004.012695
	Iteration 244Q: 3 clusters Score -2.544679e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91954 members 
Mstep: Class 2 contains 88795 members 
Entering Unmasked Estep 
Score: -25446778.000000 Penalty: 6004.012695
	Iteration 245Q: 3 clusters Score -2.544678e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91960 members 
Mstep: Class 2 contains 88789 members 
Entering Unmasked Estep 
Score: -25446774.000000 Penalty: 6004.012695
	Iteration 246Q: 3 clusters Score -2.544677e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91967 members 
Mstep: Class 2 contains 88782 members 
Entering Unmasked Estep 
Score: -25446762.000000 Penalty: 6004.012695
	Iteration 247Q: 3 clusters Score -2.544676e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91970 members 
Mstep: Class 2 contains 88779 members 
Entering Unmasked Estep 
Score: -25446798.000000 Penalty: 6004.012695
	Iteration 248Q: 3 clusters Score -2.54468e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91961 members 
Mstep: Class 2 contains 88788 members 
Entering Unmasked Estep 
Score: -25446804.000000 Penalty: 6004.012695
	Iteration 249Q: 3 clusters Score -2.54468e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91961 members 
Mstep: Class 2 contains 88788 members 
Entering Unmasked Estep 
Score: -25446772.000000 Penalty: 6004.012695
	Iteration 250Q: 3 clusters Score -2.544677e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91976 members 
Mstep: Class 2 contains 88773 members 
Entering Unmasked Estep 
Score: -25446744.000000 Penalty: 6004.012695
	Iteration 251Q: 3 clusters Score -2.544674e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91992 members 
Mstep: Class 2 contains 88757 members 
Entering Unmasked Estep 
Score: -25446766.000000 Penalty: 6004.012695
	Iteration 252Q: 3 clusters Score -2.544677e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91990 members 
Mstep: Class 2 contains 88759 members 
Entering Unmasked Estep 
Score: -25446790.000000 Penalty: 6004.012695
	Iteration 253Q: 3 clusters Score -2.544679e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91992 members 
Mstep: Class 2 contains 88757 members 
Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -2.544679e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91985 members 
Mstep: Class 2 contains 88764 members 
Entering Unmasked Estep 
Score: -25446800.000000 Penalty: 6004.012695
	Iteration 255Q: 3 clusters Score -2.54468e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91985 members 
Mstep: Class 2 contains 88764 members 
Entering Unmasked Estep 
Score: -25446804.000000 Penalty: 6004.012695
	Iteration 256Q: 3 clusters Score -2.54468e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91990 members 
Mstep: Class 2 contains 88759 members 
Entering Unmasked Estep 
Score: -25446810.000000 Penalty: 6004.012695
	Iteration 257Q: 3 clusters Score -2.544681e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91994 members 
Mstep: Class 2 contains 88755 members 
Entering Unmasked Estep 
Score: -25446810.000000 Penalty: 6004.012695
	Iteration 258Q: 3 clusters Score -2.544681e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91998 members 
Mstep: Class 2 contains 88751 members 
Entering Unmasked Estep 
Score: -25446804.000000 Penalty: 6004.012695
	Iteration 259Q: 3 clusters Score -2.54468e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92004 members 
Mstep: Class 2 contains 88745 members 
Entering Unmasked Estep 
Score: -25446812.000000 Penalty: 6004.012695
	Iteration 260F: 3 clusters Score -2.544681e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92000 members 
Mstep: Class 2 contains 88749 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -2.544679e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92002 members 
Mstep: Class 2 contains 88747 members 
Entering Unmasked Estep 
Score: -25446784.000000 Penalty: 6004.012695
	Iteration 262Q: 3 clusters Score -2.544678e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92003 members 
Mstep: Class 2 contains 88746 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -2.544676e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92003 members 
Mstep: Class 2 contains 88746 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -2.544675e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92010 members 
Mstep: Class 2 contains 88739 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -2.544676e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92017 members 
Mstep: Class 2 contains 88732 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -2.544674e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92023 members 
Mstep: Class 2 contains 88726 members 
Entering Unmasked Estep 
Score: -25446730.000000 Penalty: 6004.012695
	Iteration 267Q: 3 clusters Score -2.544673e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92022 members 
Mstep: Class 2 contains 88727 members 
Entering Unmasked Estep 
Score: -25446736.000000 Penalty: 6004.012695
	Iteration 268Q: 3 clusters Score -2.544674e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92020 members 
Mstep: Class 2 contains 88729 members 
Entering Unmasked Estep 
Score: -25446726.000000 Penalty: 6004.012695
	Iteration 269Q: 3 clusters Score -2.544673e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92017 members 
Mstep: Class 2 contains 88732 members 
Entering Unmasked Estep 
Score: -25446724.000000 Penalty: 6004.012695
	Iteration 270Q: 3 clusters Score -2.544672e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92015 members 
Mstep: Class 2 contains 88734 members 
Entering Unmasked Estep 
Score: -25446708.000000 Penalty: 6004.012695
	Iteration 271Q: 3 clusters Score -2.544671e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92014 members 
Mstep: Class 2 contains 88735 members 
Entering Unmasked Estep 
Score: -25446728.000000 Penalty: 6004.012695
	Iteration 272Q: 3 clusters Score -2.544673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92014 members 
Mstep: Class 2 contains 88735 members 
Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -2.544673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92016 members 
Mstep: Class 2 contains 88733 members 
Entering Unmasked Estep 
Score: -25446710.000000 Penalty: 6004.012695
	Iteration 274Q: 3 clusters Score -2.544671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92018 members 
Mstep: Class 2 contains 88731 members 
Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -2.54467e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92026 members 
Mstep: Class 2 contains 88723 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -2.54467e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92037 members 
Mstep: Class 2 contains 88712 members 
Entering Unmasked Estep 
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	Iteration 277Q: 3 clusters Score -2.54467e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92041 members 
Mstep: Class 2 contains 88708 members 
Entering Unmasked Estep 
Score: -25446712.000000 Penalty: 6004.012695
	Iteration 278Q: 3 clusters Score -2.544671e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92042 members 
Mstep: Class 2 contains 88707 members 
Entering Unmasked Estep 
Score: -25446696.000000 Penalty: 6004.012695
	Iteration 279Q: 3 clusters Score -2.54467e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92045 members 
Mstep: Class 2 contains 88704 members 
Entering Unmasked Estep 
Score: -25446672.000000 Penalty: 6004.012695
	Iteration 280F: 3 clusters Score -2.544667e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92055 members 
Mstep: Class 2 contains 88694 members 
Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -2.544669e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92067 members 
Mstep: Class 2 contains 88682 members 
Entering Unmasked Estep 
Score: -25446668.000000 Penalty: 6004.012695
	Iteration 282Q: 3 clusters Score -2.544667e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92074 members 
Mstep: Class 2 contains 88675 members 
Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -2.544668e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92082 members 
Mstep: Class 2 contains 88667 members 
Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -2.544668e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92091 members 
Mstep: Class 2 contains 88658 members 
Entering Unmasked Estep 
Score: -25446688.000000 Penalty: 6004.012695
	Iteration 285Q: 3 clusters Score -2.544669e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92096 members 
Mstep: Class 2 contains 88653 members 
Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -2.544669e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92100 members 
Mstep: Class 2 contains 88649 members 
Entering Unmasked Estep 
Score: -25446684.000000 Penalty: 6004.012695
	Iteration 287Q: 3 clusters Score -2.544668e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92102 members 
Mstep: Class 2 contains 88647 members 
Entering Unmasked Estep 
Score: -25446694.000000 Penalty: 6004.012695
	Iteration 288Q: 3 clusters Score -2.544669e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92102 members 
Mstep: Class 2 contains 88647 members 
Entering Unmasked Estep 
Score: -25446692.000000 Penalty: 6004.012695
	Iteration 289Q: 3 clusters Score -2.544669e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92108 members 
Mstep: Class 2 contains 88641 members 
Entering Unmasked Estep 
Score: -25446702.000000 Penalty: 6004.012695
	Iteration 290Q: 3 clusters Score -2.54467e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92105 members 
Mstep: Class 2 contains 88644 members 
Entering Unmasked Estep 
Score: -25446684.000000 Penalty: 6004.012695
	Iteration 291Q: 3 clusters Score -2.544668e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92106 members 
Mstep: Class 2 contains 88643 members 
Entering Unmasked Estep 
Score: -25446682.000000 Penalty: 6004.012695
	Iteration 292Q: 3 clusters Score -2.544668e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92111 members 
Mstep: Class 2 contains 88638 members 
Entering Unmasked Estep 
Score: -25446666.000000 Penalty: 6004.012695
	Iteration 293Q: 3 clusters Score -2.544667e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92113 members 
Mstep: Class 2 contains 88636 members 
Entering Unmasked Estep 
Score: -25446692.000000 Penalty: 6004.012695
	Iteration 294Q: 3 clusters Score -2.544669e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92118 members 
Mstep: Class 2 contains 88631 members 
Entering Unmasked Estep 
Score: -25446708.000000 Penalty: 6004.012695
	Iteration 295Q: 3 clusters Score -2.544671e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92123 members 
Mstep: Class 2 contains 88626 members 
Entering Unmasked Estep 
Score: -25446720.000000 Penalty: 6004.012695
	Iteration 296Q: 3 clusters Score -2.544672e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92133 members 
Mstep: Class 2 contains 88616 members 
Entering Unmasked Estep 
Score: -25446696.000000 Penalty: 6004.012695
	Iteration 297Q: 3 clusters Score -2.54467e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92137 members 
Mstep: Class 2 contains 88612 members 
Entering Unmasked Estep 
Score: -25446688.000000 Penalty: 6004.012695
	Iteration 298Q: 3 clusters Score -2.544669e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92145 members 
Mstep: Class 2 contains 88604 members 
Entering Unmasked Estep 
Score: -25446698.000000 Penalty: 6004.012695
	Iteration 299Q: 3 clusters Score -2.54467e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92146 members 
Mstep: Class 2 contains 88603 members 
Entering Unmasked Estep 
Score: -25446704.000000 Penalty: 6004.012695
	Iteration 300F: 3 clusters Score -2.54467e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92145 members 
Mstep: Class 2 contains 88604 members 
Entering Unmasked Estep 
Score: -25446702.000000 Penalty: 6004.012695
	Iteration 301Q: 3 clusters Score -2.54467e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92143 members 
Mstep: Class 2 contains 88606 members 
Entering Unmasked Estep 
Score: -25446674.000000 Penalty: 6004.012695
	Iteration 302Q: 3 clusters Score -2.544667e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92141 members 
Mstep: Class 2 contains 88608 members 
Entering Unmasked Estep 
Score: -25446666.000000 Penalty: 6004.012695
	Iteration 303Q: 3 clusters Score -2.544667e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92138 members 
Mstep: Class 2 contains 88611 members 
Entering Unmasked Estep 
Score: -25446660.000000 Penalty: 6004.012695
	Iteration 304Q: 3 clusters Score -2.544666e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92132 members 
Mstep: Class 2 contains 88617 members 
Entering Unmasked Estep 
Score: -25446664.000000 Penalty: 6004.012695
	Iteration 305Q: 3 clusters Score -2.544666e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92128 members 
Mstep: Class 2 contains 88621 members 
Entering Unmasked Estep 
Score: -25446658.000000 Penalty: 6004.012695
	Iteration 306Q: 3 clusters Score -2.544666e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92121 members 
Mstep: Class 2 contains 88628 members 
Entering Unmasked Estep 
Score: -25446648.000000 Penalty: 6004.012695
	Iteration 307Q: 3 clusters Score -2.544665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92116 members 
Mstep: Class 2 contains 88633 members 
Entering Unmasked Estep 
Score: -25446688.000000 Penalty: 6004.012695
	Iteration 308Q: 3 clusters Score -2.544669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92112 members 
Mstep: Class 2 contains 88637 members 
Entering Unmasked Estep 
Score: -25446686.000000 Penalty: 6004.012695
	Iteration 309Q: 3 clusters Score -2.544669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92114 members 
Mstep: Class 2 contains 88635 members 
Entering Unmasked Estep 
Score: -25446692.000000 Penalty: 6004.012695
	Iteration 310Q: 3 clusters Score -2.544669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92119 members 
Mstep: Class 2 contains 88630 members 
Entering Unmasked Estep 
Score: -25446702.000000 Penalty: 6004.012695
	Iteration 311Q: 3 clusters Score -2.54467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92123 members 
Mstep: Class 2 contains 88626 members 
Entering Unmasked Estep 
Score: -25446692.000000 Penalty: 6004.012695
	Iteration 312Q: 3 clusters Score -2.544669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92128 members 
Mstep: Class 2 contains 88621 members 
Entering Unmasked Estep 
Score: -25446678.000000 Penalty: 6004.012695
	Iteration 313Q: 3 clusters Score -2.544668e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92133 members 
Mstep: Class 2 contains 88616 members 
Entering Unmasked Estep 
Score: -25446690.000000 Penalty: 6004.012695
	Iteration 314Q: 3 clusters Score -2.544669e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92139 members 
Mstep: Class 2 contains 88610 members 
Entering Unmasked Estep 
Score: -25446696.000000 Penalty: 6004.012695
	Iteration 315Q: 3 clusters Score -2.54467e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92144 members 
Mstep: Class 2 contains 88605 members 
Entering Unmasked Estep 
Score: -25446680.000000 Penalty: 6004.012695
	Iteration 316Q: 3 clusters Score -2.544668e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92150 members 
Mstep: Class 2 contains 88599 members 
Entering Unmasked Estep 
Score: -25446682.000000 Penalty: 6004.012695
	Iteration 317Q: 3 clusters Score -2.544668e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92154 members 
Mstep: Class 2 contains 88595 members 
Entering Unmasked Estep 
Score: -25446682.000000 Penalty: 6004.012695
	Iteration 318Q: 3 clusters Score -2.544668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92157 members 
Mstep: Class 2 contains 88592 members 
Entering Unmasked Estep 
Score: -25446676.000000 Penalty: 6004.012695
	Iteration 319Q: 3 clusters Score -2.544668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92158 members 
Mstep: Class 2 contains 88591 members 
Entering Unmasked Estep 
Score: -25446676.000000 Penalty: 6004.012695
	Iteration 320F: 3 clusters Score -2.544668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92159 members 
Mstep: Class 2 contains 88590 members 
Entering Unmasked Estep 
Score: -25446682.000000 Penalty: 6004.012695
	Iteration 321Q: 3 clusters Score -2.544668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92160 members 
Mstep: Class 2 contains 88589 members 
Entering Unmasked Estep 
Score: -25446686.000000 Penalty: 6004.012695
	Iteration 322Q: 3 clusters Score -2.544669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92160 members 
Mstep: Class 2 contains 88589 members 
Entering Unmasked Estep 
Score: -25446686.000000 Penalty: 6004.012695
	Iteration 323Q: 3 clusters Score -2.544669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92159 members 
Mstep: Class 2 contains 88590 members 
Entering Unmasked Estep 
Score: -25446684.000000 Penalty: 6004.012695
	Iteration 324Q: 3 clusters Score -2.544668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92159 members 
Mstep: Class 2 contains 88590 members 
Entering Unmasked Estep 
Score: -25446692.000000 Penalty: 6004.012695
	Iteration 325Q: 3 clusters Score -2.544669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92157 members 
Mstep: Class 2 contains 88592 members 
Entering Unmasked Estep 
Score: -25446696.000000 Penalty: 6004.012695
	Iteration 326Q: 3 clusters Score -2.54467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92157 members 
Mstep: Class 2 contains 88592 members 
Entering Unmasked Estep 
Score: -25446686.000000 Penalty: 6004.012695
	Iteration 327Q: 3 clusters Score -2.544669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92161 members 
Mstep: Class 2 contains 88588 members 
Entering Unmasked Estep 
Score: -25446700.000000 Penalty: 6004.012695
	Iteration 328Q: 3 clusters Score -2.54467e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92166 members 
Mstep: Class 2 contains 88583 members 
Entering Unmasked Estep 
Score: -25446696.000000 Penalty: 6004.012695
	Iteration 329Q: 3 clusters Score -2.54467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92167 members 
Mstep: Class 2 contains 88582 members 
Entering Unmasked Estep 
Score: -25446696.000000 Penalty: 6004.012695
	Iteration 330Q: 3 clusters Score -2.54467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92170 members 
Mstep: Class 2 contains 88579 members 
Entering Unmasked Estep 
Score: -25446704.000000 Penalty: 6004.012695
	Iteration 331Q: 3 clusters Score -2.54467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92174 members 
Mstep: Class 2 contains 88575 members 
Entering Unmasked Estep 
Score: -25446692.000000 Penalty: 6004.012695
	Iteration 332Q: 3 clusters Score -2.544669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92178 members 
Mstep: Class 2 contains 88571 members 
Entering Unmasked Estep 
Score: -25446686.000000 Penalty: 6004.012695
	Iteration 333Q: 3 clusters Score -2.544669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92184 members 
Mstep: Class 2 contains 88565 members 
Entering Unmasked Estep 
Score: -25446682.000000 Penalty: 6004.012695
	Iteration 334Q: 3 clusters Score -2.544668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92187 members 
Mstep: Class 2 contains 88562 members 
Entering Unmasked Estep 
Score: -25446692.000000 Penalty: 6004.012695
	Iteration 335Q: 3 clusters Score -2.544669e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92187 members 
Mstep: Class 2 contains 88562 members 
Entering Unmasked Estep 
Score: -25446692.000000 Penalty: 6004.012695
	Iteration 336F: 3 clusters Score -2.544669e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (132475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132475 members 
Entering Unmasked Estep 
Score: -18755048.000000 Penalty: 2924.948975
	Iteration 0F: 2 clusters Score -1.875505e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66087 members 
Mstep: Class 2 contains 66388 members 
Entering Unmasked Estep 
Score: -18671146.000000 Penalty: 5849.897949
	Iteration 0F: 3 clusters Score -1.867115e+07 nChanged 63165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64770 members 
Mstep: Class 2 contains 67705 members 
Entering Unmasked Estep 
Score: -18707524.000000 Penalty: 5849.897949
	Iteration 1F: 3 clusters Score -1.870752e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63691 members 
Mstep: Class 2 contains 68784 members 
Entering Unmasked Estep 
Score: -18708264.000000 Penalty: 5849.897949
	Iteration 2Q: 3 clusters Score -1.870826e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61948 members 
Mstep: Class 2 contains 70527 members 
Entering Unmasked Estep 
Score: -18709028.000000 Penalty: 5849.897949
	Iteration 3Q: 3 clusters Score -1.870903e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59301 members 
Mstep: Class 2 contains 73174 members 
Entering Unmasked Estep 
Score: -18709954.000000 Penalty: 5849.897949
	Iteration 4Q: 3 clusters Score -1.870995e+07 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55332 members 
Mstep: Class 2 contains 77143 members 
Entering Unmasked Estep 
Score: -18711518.000000 Penalty: 5849.897949
	Iteration 5Q: 3 clusters Score -1.871152e+07 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49504 members 
Mstep: Class 2 contains 82971 members 
Entering Unmasked Estep 
Score: -18714436.000000 Penalty: 5849.897949
	Iteration 6Q: 3 clusters Score -1.871444e+07 nChanged 8478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 91365 members 
Entering Unmasked Estep 
Score: -18719442.000000 Penalty: 5849.897949
	Iteration 7F: 3 clusters Score -1.871944e+07 nChanged 11158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 102461 members 
Entering Unmasked Estep 
Score: -18727620.000000 Penalty: 5849.897949
	Iteration 8F: 3 clusters Score -1.872762e+07 nChanged 12294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 114733 members 
Entering Unmasked Estep 
Score: -18737692.000000 Penalty: 5849.897949
	Iteration 9F: 3 clusters Score -1.873769e+07 nChanged 9886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 124603 members 
Entering Unmasked Estep 
Score: -18746294.000000 Penalty: 5849.897949
	Iteration 10F: 3 clusters Score -1.874629e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 129556 members 
Entering Unmasked Estep 
Score: -18750520.000000 Penalty: 5849.897949
	Iteration 11Q: 3 clusters Score -1.875052e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 131189 members 
Entering Unmasked Estep 
Score: -18752040.000000 Penalty: 5849.897949
	Iteration 12Q: 3 clusters Score -1.875204e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 131626 members 
Entering Unmasked Estep 
Score: -18752522.000000 Penalty: 5849.897949
	Iteration 13Q: 3 clusters Score -1.875252e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 131761 members 
Entering Unmasked Estep 
Score: -18752826.000000 Penalty: 5849.897949
	Iteration 14Q: 3 clusters Score -1.875283e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 131766 members 
Entering Unmasked Estep 
Score: -18753050.000000 Penalty: 5849.897949
	Iteration 15Q: 3 clusters Score -1.875305e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 131748 members 
Entering Unmasked Estep 
Score: -18753272.000000 Penalty: 5849.897949
	Iteration 16Q: 3 clusters Score -1.875327e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 131728 members 
Entering Unmasked Estep 
Score: -18753380.000000 Penalty: 5849.897949
	Iteration 17Q: 3 clusters Score -1.875338e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 131704 members 
Entering Unmasked Estep 
Score: -18753438.000000 Penalty: 5849.897949
	Iteration 18Q: 3 clusters Score -1.875344e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 131681 members 
Entering Unmasked Estep 
Score: -18753464.000000 Penalty: 5849.897949
	Iteration 19Q: 3 clusters Score -1.875346e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 131657 members 
Entering Unmasked Estep 
Score: -18753528.000000 Penalty: 5849.897949
	Iteration 20F: 3 clusters Score -1.875353e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 131629 members 
Entering Unmasked Estep 
Score: -18753556.000000 Penalty: 5849.897949
	Iteration 21Q: 3 clusters Score -1.875356e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 131591 members 
Entering Unmasked Estep 
Score: -18753610.000000 Penalty: 5849.897949
	Iteration 22Q: 3 clusters Score -1.875361e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 131565 members 
Entering Unmasked Estep 
Score: -18753632.000000 Penalty: 5849.897949
	Iteration 23Q: 3 clusters Score -1.875363e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 131552 members 
Entering Unmasked Estep 
Score: -18753638.000000 Penalty: 5849.897949
	Iteration 24Q: 3 clusters Score -1.875364e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 131535 members 
Entering Unmasked Estep 
Score: -18753654.000000 Penalty: 5849.897949
	Iteration 25Q: 3 clusters Score -1.875365e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 131511 members 
Entering Unmasked Estep 
Score: -18753702.000000 Penalty: 5849.897949
	Iteration 26Q: 3 clusters Score -1.87537e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 131493 members 
Entering Unmasked Estep 
Score: -18753704.000000 Penalty: 5849.897949
	Iteration 27Q: 3 clusters Score -1.87537e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 131482 members 
Entering Unmasked Estep 
Score: -18753708.000000 Penalty: 5849.897949
	Iteration 28Q: 3 clusters Score -1.875371e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 131473 members 
Entering Unmasked Estep 
Score: -18753702.000000 Penalty: 5849.897949
	Iteration 29Q: 3 clusters Score -1.87537e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 131469 members 
Entering Unmasked Estep 
Score: -18753714.000000 Penalty: 5849.897949
	Iteration 30Q: 3 clusters Score -1.875371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 131467 members 
Entering Unmasked Estep 
Score: -18753726.000000 Penalty: 5849.897949
	Iteration 31Q: 3 clusters Score -1.875373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 131465 members 
Entering Unmasked Estep 
Score: -18753716.000000 Penalty: 5849.897949
	Iteration 32Q: 3 clusters Score -1.875372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 131464 members 
Entering Unmasked Estep 
Score: -18753724.000000 Penalty: 5849.897949
	Iteration 33Q: 3 clusters Score -1.875372e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 131464 members 
Entering Unmasked Estep 
Score: -18753724.000000 Penalty: 5849.897949
	Iteration 34F: 3 clusters Score -1.875372e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Entering Unmasked Estep 
Score: -1116461.750000 Penalty: 2235.884521
	Iteration 0F: 2 clusters Score -1116462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1109871.250000 Penalty: 4471.769043
	Iteration 0F: 3 clusters Score -1109871 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1111650.500000 Penalty: 4471.769043
	Iteration 1F: 3 clusters Score -1111650 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1111976.000000 Penalty: 4471.769043
	Iteration 2F: 3 clusters Score -1111976 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1112259.500000 Penalty: 4471.769043
	Iteration 3F: 3 clusters Score -1112260 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1112550.625000 Penalty: 4471.769043
	Iteration 4Q: 3 clusters Score -1112551 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1112918.875000 Penalty: 4471.769043
	Iteration 5F: 3 clusters Score -1112919 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1113439.750000 Penalty: 4471.769043
	Iteration 6F: 3 clusters Score -1113440 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1113917.500000 Penalty: 4471.769043
	Iteration 7F: 3 clusters Score -1113918 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1114282.500000 Penalty: 4471.769043
	Iteration 8F: 3 clusters Score -1114282 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1114511.500000 Penalty: 4471.769043
	Iteration 9Q: 3 clusters Score -1114512 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1114680.500000 Penalty: 4471.769043
	Iteration 10Q: 3 clusters Score -1114680 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1114779.125000 Penalty: 4471.769043
	Iteration 11Q: 3 clusters Score -1114779 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1114849.625000 Penalty: 4471.769043
	Iteration 12Q: 3 clusters Score -1114850 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1114890.125000 Penalty: 4471.769043
	Iteration 13Q: 3 clusters Score -1114890 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1114923.000000 Penalty: 4471.769043
	Iteration 14Q: 3 clusters Score -1114923 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1114960.250000 Penalty: 4471.769043
	Iteration 15Q: 3 clusters Score -1114960 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1114988.500000 Penalty: 4471.769043
	Iteration 16Q: 3 clusters Score -1114988 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1115011.125000 Penalty: 4471.769043
	Iteration 17Q: 3 clusters Score -1115011 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1115041.875000 Penalty: 4471.769043
	Iteration 18Q: 3 clusters Score -1115042 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1115069.000000 Penalty: 4471.769043
	Iteration 19Q: 3 clusters Score -1115069 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1115106.125000 Penalty: 4471.769043
	Iteration 20F: 3 clusters Score -1115106 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1115142.000000 Penalty: 4471.769043
	Iteration 21Q: 3 clusters Score -1115142 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1115169.625000 Penalty: 4471.769043
	Iteration 22Q: 3 clusters Score -1115170 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1115201.125000 Penalty: 4471.769043
	Iteration 23Q: 3 clusters Score -1115201 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1115233.250000 Penalty: 4471.769043
	Iteration 24Q: 3 clusters Score -1115233 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1115268.625000 Penalty: 4471.769043
	Iteration 25Q: 3 clusters Score -1115269 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1115335.375000 Penalty: 4471.769043
	Iteration 26Q: 3 clusters Score -1115335 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1115426.750000 Penalty: 4471.769043
	Iteration 27Q: 3 clusters Score -1115427 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1115523.875000 Penalty: 4471.769043
	Iteration 28Q: 3 clusters Score -1115524 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1115634.000000 Penalty: 4471.769043
	Iteration 29Q: 3 clusters Score -1115634 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1115764.500000 Penalty: 4471.769043
	Iteration 30Q: 3 clusters Score -1115764 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1115877.250000 Penalty: 4471.769043
	Iteration 31Q: 3 clusters Score -1115877 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1115969.750000 Penalty: 4471.769043
	Iteration 32Q: 3 clusters Score -1115970 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1116073.750000 Penalty: 4471.769043
	Iteration 33Q: 3 clusters Score -1116074 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1116124.625000 Penalty: 4471.769043
	Iteration 34Q: 3 clusters Score -1116125 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1116159.375000 Penalty: 4471.769043
	Iteration 35Q: 3 clusters Score -1116159 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1116179.000000 Penalty: 4471.769043
	Iteration 36Q: 3 clusters Score -1116179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1116183.375000 Penalty: 4471.769043
	Iteration 37Q: 3 clusters Score -1116183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1116188.500000 Penalty: 4471.769043
	Iteration 38Q: 3 clusters Score -1116188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1116190.000000 Penalty: 4471.769043
	Iteration 39Q: 3 clusters Score -1116190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1116189.500000 Penalty: 4471.769043
	Iteration 40F: 3 clusters Score -1116190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Entering Unmasked Estep 
Score: -4519840.000000 Penalty: 2572.113770
	Iteration 0F: 2 clusters Score -4519840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -4498009.500000 Penalty: 5144.227539
	Iteration 0F: 3 clusters Score -4498010 nChanged 14456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -4505751.500000 Penalty: 5144.227539
	Iteration 1F: 3 clusters Score -4505752 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -4506183.000000 Penalty: 5144.227539
	Iteration 2Q: 3 clusters Score -4506183 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -4506547.000000 Penalty: 5144.227539
	Iteration 3Q: 3 clusters Score -4506547 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -4506790.500000 Penalty: 5144.227539
	Iteration 4Q: 3 clusters Score -4506790 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -4507076.500000 Penalty: 5144.227539
	Iteration 5Q: 3 clusters Score -4507076 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -4507382.500000 Penalty: 5144.227539
	Iteration 6Q: 3 clusters Score -4507382 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -4507715.500000 Penalty: 5144.227539
	Iteration 7Q: 3 clusters Score -4507716 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -4508078.500000 Penalty: 5144.227539
	Iteration 8Q: 3 clusters Score -4508078 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -4508500.500000 Penalty: 5144.227539
	Iteration 9Q: 3 clusters Score -4508500 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -4508998.000000 Penalty: 5144.227539
	Iteration 10Q: 3 clusters Score -4508998 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -4509570.500000 Penalty: 5144.227539
	Iteration 11Q: 3 clusters Score -4509570 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -4510400.000000 Penalty: 5144.227539
	Iteration 12Q: 3 clusters Score -4510400 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -4511292.000000 Penalty: 5144.227539
	Iteration 13Q: 3 clusters Score -4511292 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -4512135.000000 Penalty: 5144.227539
	Iteration 14Q: 3 clusters Score -4512135 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -4512752.000000 Penalty: 5144.227539
	Iteration 15Q: 3 clusters Score -4512752 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -4513107.000000 Penalty: 5144.227539
	Iteration 16Q: 3 clusters Score -4513107 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -4513359.500000 Penalty: 5144.227539
	Iteration 17Q: 3 clusters Score -4513360 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -4513582.500000 Penalty: 5144.227539
	Iteration 18Q: 3 clusters Score -4513582 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -4513820.000000 Penalty: 5144.227539
	Iteration 19Q: 3 clusters Score -4513820 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -4514129.000000 Penalty: 5144.227539
	Iteration 20F: 3 clusters Score -4514129 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -4514503.000000 Penalty: 5144.227539
	Iteration 21Q: 3 clusters Score -4514503 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -4514913.500000 Penalty: 5144.227539
	Iteration 22Q: 3 clusters Score -4514914 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -4515284.500000 Penalty: 5144.227539
	Iteration 23Q: 3 clusters Score -4515284 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -4515558.500000 Penalty: 5144.227539
	Iteration 24Q: 3 clusters Score -4515558 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -4515761.500000 Penalty: 5144.227539
	Iteration 25Q: 3 clusters Score -4515762 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -4515955.500000 Penalty: 5144.227539
	Iteration 26Q: 3 clusters Score -4515956 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -4516080.000000 Penalty: 5144.227539
	Iteration 27Q: 3 clusters Score -4516080 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -4516153.000000 Penalty: 5144.227539
	Iteration 28Q: 3 clusters Score -4516153 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -4516224.500000 Penalty: 5144.227539
	Iteration 29Q: 3 clusters Score -4516224 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -4516272.500000 Penalty: 5144.227539
	Iteration 30Q: 3 clusters Score -4516272 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -4516327.500000 Penalty: 5144.227539
	Iteration 31Q: 3 clusters Score -4516328 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -4516374.000000 Penalty: 5144.227539
	Iteration 32Q: 3 clusters Score -4516374 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -4516417.500000 Penalty: 5144.227539
	Iteration 33Q: 3 clusters Score -4516418 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -4516458.000000 Penalty: 5144.227539
	Iteration 34Q: 3 clusters Score -4516458 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -4516506.500000 Penalty: 5144.227539
	Iteration 35Q: 3 clusters Score -4516506 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -4516558.000000 Penalty: 5144.227539
	Iteration 36Q: 3 clusters Score -4516558 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -4516608.000000 Penalty: 5144.227539
	Iteration 37Q: 3 clusters Score -4516608 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -4516662.000000 Penalty: 5144.227539
	Iteration 38Q: 3 clusters Score -4516662 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -4516739.000000 Penalty: 5144.227539
	Iteration 39Q: 3 clusters Score -4516739 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -4516817.500000 Penalty: 5144.227539
	Iteration 40F: 3 clusters Score -4516818 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -4516875.500000 Penalty: 5144.227539
	Iteration 41Q: 3 clusters Score -4516876 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -4516923.000000 Penalty: 5144.227539
	Iteration 42Q: 3 clusters Score -4516923 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -4517000.500000 Penalty: 5144.227539
	Iteration 43Q: 3 clusters Score -4517000 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -4517067.500000 Penalty: 5144.227539
	Iteration 44Q: 3 clusters Score -4517068 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -4517088.500000 Penalty: 5144.227539
	Iteration 45Q: 3 clusters Score -4517088 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -4517113.500000 Penalty: 5144.227539
	Iteration 46Q: 3 clusters Score -4517114 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -4517147.500000 Penalty: 5144.227539
	Iteration 47Q: 3 clusters Score -4517148 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -4517169.000000 Penalty: 5144.227539
	Iteration 48Q: 3 clusters Score -4517169 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -4517209.000000 Penalty: 5144.227539
	Iteration 49Q: 3 clusters Score -4517209 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -4517228.000000 Penalty: 5144.227539
	Iteration 50Q: 3 clusters Score -4517228 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -4517248.500000 Penalty: 5144.227539
	Iteration 51Q: 3 clusters Score -4517248 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -4517259.500000 Penalty: 5144.227539
	Iteration 52Q: 3 clusters Score -4517260 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -4517273.500000 Penalty: 5144.227539
	Iteration 53Q: 3 clusters Score -4517274 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -4517291.000000 Penalty: 5144.227539
	Iteration 54Q: 3 clusters Score -4517291 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -4517291.000000 Penalty: 5144.227539
	Iteration 55Q: 3 clusters Score -4517291 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -4517300.500000 Penalty: 5144.227539
	Iteration 56Q: 3 clusters Score -4517300 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -4517323.000000 Penalty: 5144.227539
	Iteration 57Q: 3 clusters Score -4517323 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -4517323.500000 Penalty: 5144.227539
	Iteration 58Q: 3 clusters Score -4517324 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -4517338.000000 Penalty: 5144.227539
	Iteration 59Q: 3 clusters Score -4517338 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -4517349.500000 Penalty: 5144.227539
	Iteration 60F: 3 clusters Score -4517350 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -4517341.000000 Penalty: 5144.227539
	Iteration 61Q: 3 clusters Score -4517341 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -4517352.000000 Penalty: 5144.227539
	Iteration 62Q: 3 clusters Score -4517352 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -4517355.000000 Penalty: 5144.227539
	Iteration 63Q: 3 clusters Score -4517355 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -4517347.000000 Penalty: 5144.227539
	Iteration 64Q: 3 clusters Score -4517347 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -4517347.500000 Penalty: 5144.227539
	Iteration 65Q: 3 clusters Score -4517348 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -4517344.000000 Penalty: 5144.227539
	Iteration 66Q: 3 clusters Score -4517344 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -4517343.500000 Penalty: 5144.227539
	Iteration 67Q: 3 clusters Score -4517344 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -4517326.500000 Penalty: 5144.227539
	Iteration 68Q: 3 clusters Score -4517326 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -4517339.500000 Penalty: 5144.227539
	Iteration 69Q: 3 clusters Score -4517340 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -4517335.500000 Penalty: 5144.227539
	Iteration 70Q: 3 clusters Score -4517336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -4517342.000000 Penalty: 5144.227539
	Iteration 71Q: 3 clusters Score -4517342 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -4517341.000000 Penalty: 5144.227539
	Iteration 72Q: 3 clusters Score -4517341 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -4517351.500000 Penalty: 5144.227539
	Iteration 73Q: 3 clusters Score -4517352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -4517359.000000 Penalty: 5144.227539
	Iteration 74Q: 3 clusters Score -4517359 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -4517361.500000 Penalty: 5144.227539
	Iteration 75Q: 3 clusters Score -4517362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -4517364.500000 Penalty: 5144.227539
	Iteration 76Q: 3 clusters Score -4517364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -4517356.000000 Penalty: 5144.227539
	Iteration 77Q: 3 clusters Score -4517356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -4517361.500000 Penalty: 5144.227539
	Iteration 78Q: 3 clusters Score -4517362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -4517370.000000 Penalty: 5144.227539
	Iteration 79Q: 3 clusters Score -4517370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -4517367.000000 Penalty: 5144.227539
	Iteration 80F: 3 clusters Score -4517367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -4517372.500000 Penalty: 5144.227539
	Iteration 81Q: 3 clusters Score -4517372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -4517381.000000 Penalty: 5144.227539
	Iteration 82Q: 3 clusters Score -4517381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -4517378.000000 Penalty: 5144.227539
	Iteration 83Q: 3 clusters Score -4517378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -4517381.000000 Penalty: 5144.227539
	Iteration 84Q: 3 clusters Score -4517381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -4517381.000000 Penalty: 5144.227539
	Iteration 85Q: 3 clusters Score -4517381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -4517383.500000 Penalty: 5144.227539
	Iteration 86Q: 3 clusters Score -4517384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -4517381.000000 Penalty: 5144.227539
	Iteration 87Q: 3 clusters Score -4517381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -4517376.500000 Penalty: 5144.227539
	Iteration 88Q: 3 clusters Score -4517376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -4517376.500000 Penalty: 5144.227539
	Iteration 89F: 3 clusters Score -4517376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Entering Unmasked Estep 
Score: -2562527.000000 Penalty: 2432.007324
	Iteration 0F: 2 clusters Score -2562527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -2549497.000000 Penalty: 4864.014648
	Iteration 0F: 3 clusters Score -2549497 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -2553785.500000 Penalty: 4864.014648
	Iteration 1F: 3 clusters Score -2553786 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -2554099.500000 Penalty: 4864.014648
	Iteration 2F: 3 clusters Score -2554100 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -2554364.750000 Penalty: 4864.014648
	Iteration 3Q: 3 clusters Score -2554365 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -2554581.500000 Penalty: 4864.014648
	Iteration 4Q: 3 clusters Score -2554582 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -2554773.500000 Penalty: 4864.014648
	Iteration 5Q: 3 clusters Score -2554774 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -2554954.250000 Penalty: 4864.014648
	Iteration 6Q: 3 clusters Score -2554954 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -2555167.000000 Penalty: 4864.014648
	Iteration 7Q: 3 clusters Score -2555167 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -2555460.750000 Penalty: 4864.014648
	Iteration 8Q: 3 clusters Score -2555461 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -2555904.000000 Penalty: 4864.014648
	Iteration 9Q: 3 clusters Score -2555904 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -2556495.250000 Penalty: 4864.014648
	Iteration 10F: 3 clusters Score -2556495 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -2557248.750000 Penalty: 4864.014648
	Iteration 11F: 3 clusters Score -2557249 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2558129.000000 Penalty: 4864.014648
	Iteration 12F: 3 clusters Score -2558129 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2558906.000000 Penalty: 4864.014648
	Iteration 13Q: 3 clusters Score -2558906 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2559497.500000 Penalty: 4864.014648
	Iteration 14Q: 3 clusters Score -2559498 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2559872.500000 Penalty: 4864.014648
	Iteration 15Q: 3 clusters Score -2559872 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2560086.000000 Penalty: 4864.014648
	Iteration 16Q: 3 clusters Score -2560086 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2560236.250000 Penalty: 4864.014648
	Iteration 17Q: 3 clusters Score -2560236 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2560298.000000 Penalty: 4864.014648
	Iteration 18Q: 3 clusters Score -2560298 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2560342.500000 Penalty: 4864.014648
	Iteration 19Q: 3 clusters Score -2560342 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2560371.500000 Penalty: 4864.014648
	Iteration 20F: 3 clusters Score -2560372 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2560396.000000 Penalty: 4864.014648
	Iteration 21Q: 3 clusters Score -2560396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2560410.500000 Penalty: 4864.014648
	Iteration 22Q: 3 clusters Score -2560410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2560414.500000 Penalty: 4864.014648
	Iteration 23Q: 3 clusters Score -2560414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2560420.250000 Penalty: 4864.014648
	Iteration 24Q: 3 clusters Score -2560420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2560420.000000 Penalty: 4864.014648
	Iteration 25Q: 3 clusters Score -2560420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2560422.250000 Penalty: 4864.014648
	Iteration 26Q: 3 clusters Score -2560422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2560423.500000 Penalty: 4864.014648
	Iteration 27Q: 3 clusters Score -2560424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2560425.250000 Penalty: 4864.014648
	Iteration 28Q: 3 clusters Score -2560425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2560425.250000 Penalty: 4864.014648
	Iteration 29F: 3 clusters Score -2560425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Entering Unmasked Estep 
Score: -77580.429688 Penalty: 1573.282349
	Iteration 0F: 2 clusters Score -77580.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -75988.718750 Penalty: 3146.564697
	Iteration 0F: 3 clusters Score -75988.72 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -76141.664062 Penalty: 3146.564697
	Iteration 1F: 3 clusters Score -76141.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -76191.156250 Penalty: 3146.564697
	Iteration 2Q: 3 clusters Score -76191.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -76226.070312 Penalty: 3146.564697
	Iteration 3Q: 3 clusters Score -76226.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -76239.187500 Penalty: 3146.564697
	Iteration 4Q: 3 clusters Score -76239.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -76245.359375 Penalty: 3146.564697
	Iteration 5Q: 3 clusters Score -76245.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -76256.445312 Penalty: 3146.564697
	Iteration 6Q: 3 clusters Score -76256.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -76258.726562 Penalty: 3146.564697
	Iteration 7Q: 3 clusters Score -76258.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -76260.757812 Penalty: 3146.564697
	Iteration 8Q: 3 clusters Score -76260.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -76263.648438 Penalty: 3146.564697
	Iteration 9Q: 3 clusters Score -76263.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -76266.289062 Penalty: 3146.564697
	Iteration 10Q: 3 clusters Score -76266.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -76269.679688 Penalty: 3146.564697
	Iteration 11Q: 3 clusters Score -76269.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -76272.359375 Penalty: 3146.564697
	Iteration 12Q: 3 clusters Score -76272.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -76273.773438 Penalty: 3146.564697
	Iteration 13Q: 3 clusters Score -76273.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -76273.773438 Penalty: 3146.564697
	Iteration 14F: 3 clusters Score -76273.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39236 members 
Entering Unmasked Estep 
Score: -5378939.000000 Penalty: 2623.182617
	Iteration 0F: 2 clusters Score -5378939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -5352468.500000 Penalty: 5246.365234
	Iteration 0F: 3 clusters Score -5352468 nChanged 17854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -5362136.500000 Penalty: 5246.365234
	Iteration 1F: 3 clusters Score -5362136 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -5362715.000000 Penalty: 5246.365234
	Iteration 2Q: 3 clusters Score -5362715 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -5363424.000000 Penalty: 5246.365234
	Iteration 3Q: 3 clusters Score -5363424 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -5364499.000000 Penalty: 5246.365234
	Iteration 4F: 3 clusters Score -5364499 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -5366176.000000 Penalty: 5246.365234
	Iteration 5F: 3 clusters Score -5366176 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -5368740.500000 Penalty: 5246.365234
	Iteration 6F: 3 clusters Score -5368740 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -5371777.500000 Penalty: 5246.365234
	Iteration 7F: 3 clusters Score -5371778 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -5374330.500000 Penalty: 5246.365234
	Iteration 8F: 3 clusters Score -5374330 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -5375739.000000 Penalty: 5246.365234
	Iteration 9Q: 3 clusters Score -5375739 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -5376275.000000 Penalty: 5246.365234
	Iteration 10Q: 3 clusters Score -5376275 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5376449.000000 Penalty: 5246.365234
	Iteration 11Q: 3 clusters Score -5376449 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39026 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -5376535.000000 Penalty: 5246.365234
	Iteration 12Q: 3 clusters Score -5376535 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5376557.500000 Penalty: 5246.365234
	Iteration 13Q: 3 clusters Score -5376558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -5376590.000000 Penalty: 5246.365234
	Iteration 14Q: 3 clusters Score -5376590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -5376602.000000 Penalty: 5246.365234
	Iteration 15Q: 3 clusters Score -5376602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39052 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -5376608.500000 Penalty: 5246.365234
	Iteration 16Q: 3 clusters Score -5376608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -5376608.000000 Penalty: 5246.365234
	Iteration 17Q: 3 clusters Score -5376608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -5376608.000000 Penalty: 5246.365234
	Iteration 18F: 3 clusters Score -5376608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Entering Unmasked Estep 
Score: -107109.132812 Penalty: 1650.549194
	Iteration 0F: 2 clusters Score -107109.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -105338.406250 Penalty: 3301.098389
	Iteration 0F: 3 clusters Score -105338.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -105558.578125 Penalty: 3301.098389
	Iteration 1F: 3 clusters Score -105558.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -105596.765625 Penalty: 3301.098389
	Iteration 2Q: 3 clusters Score -105596.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -105605.414062 Penalty: 3301.098389
	Iteration 3Q: 3 clusters Score -105605.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -105611.859375 Penalty: 3301.098389
	Iteration 4Q: 3 clusters Score -105611.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -105613.937500 Penalty: 3301.098389
	Iteration 5Q: 3 clusters Score -105613.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -105617.937500 Penalty: 3301.098389
	Iteration 6Q: 3 clusters Score -105617.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -105619.859375 Penalty: 3301.098389
	Iteration 7Q: 3 clusters Score -105619.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -105621.890625 Penalty: 3301.098389
	Iteration 8Q: 3 clusters Score -105621.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -105621.890625 Penalty: 3301.098389
	Iteration 9F: 3 clusters Score -105621.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -83711.242188 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -83711.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -82060.835938 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -82060.84 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -82276.726562 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -82276.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -82378.515625 Penalty: 3193.125000
	Iteration 2Q: 3 clusters Score -82378.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -82431.648438 Penalty: 3193.125000
	Iteration 3Q: 3 clusters Score -82431.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -82454.273438 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -82454.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -82461.328125 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -82461.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -82465.281250 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -82465.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -82480.929688 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -82480.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -82490.664062 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -82490.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -82503.320312 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -82503.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -82510.757812 Penalty: 3193.125000
	Iteration 10Q: 3 clusters Score -82510.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -82514.632812 Penalty: 3193.125000
	Iteration 11Q: 3 clusters Score -82514.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -82516.570312 Penalty: 3193.125000
	Iteration 12Q: 3 clusters Score -82516.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -82516.570312 Penalty: 3193.125000
	Iteration 13F: 3 clusters Score -82516.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (157302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157302 members 
Entering Unmasked Estep 
Score: -21970034.000000 Penalty: 2967.548828
	Iteration 0F: 2 clusters Score -2.197003e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78801 members 
Mstep: Class 2 contains 78501 members 
Entering Unmasked Estep 
Score: -21867242.000000 Penalty: 5935.097656
	Iteration 0F: 3 clusters Score -2.186724e+07 nChanged 75255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81740 members 
Mstep: Class 2 contains 75562 members 
Entering Unmasked Estep 
Score: -21910432.000000 Penalty: 5935.097656
	Iteration 1F: 3 clusters Score -2.191043e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83295 members 
Mstep: Class 2 contains 74007 members 
Entering Unmasked Estep 
Score: -21911550.000000 Penalty: 5935.097656
	Iteration 2Q: 3 clusters Score -2.191155e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85810 members 
Mstep: Class 2 contains 71492 members 
Entering Unmasked Estep 
Score: -21912714.000000 Penalty: 5935.097656
	Iteration 3Q: 3 clusters Score -2.191271e+07 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89745 members 
Mstep: Class 2 contains 67557 members 
Entering Unmasked Estep 
Score: -21914796.000000 Penalty: 5935.097656
	Iteration 4Q: 3 clusters Score -2.19148e+07 nChanged 7511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95578 members 
Mstep: Class 2 contains 61724 members 
Entering Unmasked Estep 
Score: -21918410.000000 Penalty: 5935.097656
	Iteration 5Q: 3 clusters Score -2.191841e+07 nChanged 9728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103780 members 
Mstep: Class 2 contains 53522 members 
Entering Unmasked Estep 
Score: -21924536.000000 Penalty: 5935.097656
	Iteration 6F: 3 clusters Score -2.192454e+07 nChanged 11754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114150 members 
Mstep: Class 2 contains 43152 members 
Entering Unmasked Estep 
Score: -21934098.000000 Penalty: 5935.097656
	Iteration 7F: 3 clusters Score -2.19341e+07 nChanged 12067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125039 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -21944746.000000 Penalty: 5935.097656
	Iteration 8F: 3 clusters Score -2.194475e+07 nChanged 9782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133599 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -21953634.000000 Penalty: 5935.097656
	Iteration 9F: 3 clusters Score -2.195363e+07 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139015 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -21958976.000000 Penalty: 5935.097656
	Iteration 10Q: 3 clusters Score -2.195898e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142401 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -21961952.000000 Penalty: 5935.097656
	Iteration 11Q: 3 clusters Score -2.196195e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144700 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -21963482.000000 Penalty: 5935.097656
	Iteration 12Q: 3 clusters Score -2.196348e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146477 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -21964592.000000 Penalty: 5935.097656
	Iteration 13Q: 3 clusters Score -2.196459e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147986 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -21965542.000000 Penalty: 5935.097656
	Iteration 14Q: 3 clusters Score -2.196554e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149258 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -21966374.000000 Penalty: 5935.097656
	Iteration 15Q: 3 clusters Score -2.196637e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150287 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -21966924.000000 Penalty: 5935.097656
	Iteration 16Q: 3 clusters Score -2.196692e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151150 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -21967314.000000 Penalty: 5935.097656
	Iteration 17Q: 3 clusters Score -2.196731e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151862 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -21967574.000000 Penalty: 5935.097656
	Iteration 18Q: 3 clusters Score -2.196757e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152447 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -21967796.000000 Penalty: 5935.097656
	Iteration 19Q: 3 clusters Score -2.19678e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152897 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -21967906.000000 Penalty: 5935.097656
	Iteration 20F: 3 clusters Score -2.196791e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153264 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -21968012.000000 Penalty: 5935.097656
	Iteration 21Q: 3 clusters Score -2.196801e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153561 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -21968056.000000 Penalty: 5935.097656
	Iteration 22Q: 3 clusters Score -2.196806e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153806 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -21968048.000000 Penalty: 5935.097656
	Iteration 23Q: 3 clusters Score -2.196805e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154010 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -21968088.000000 Penalty: 5935.097656
	Iteration 24Q: 3 clusters Score -2.196809e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154171 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -21968116.000000 Penalty: 5935.097656
	Iteration 25Q: 3 clusters Score -2.196812e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154311 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -21968042.000000 Penalty: 5935.097656
	Iteration 26Q: 3 clusters Score -2.196804e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154431 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -21968078.000000 Penalty: 5935.097656
	Iteration 27Q: 3 clusters Score -2.196808e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154528 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -21968122.000000 Penalty: 5935.097656
	Iteration 28Q: 3 clusters Score -2.196812e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154626 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -21968166.000000 Penalty: 5935.097656
	Iteration 29Q: 3 clusters Score -2.196817e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154704 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -21968148.000000 Penalty: 5935.097656
	Iteration 30Q: 3 clusters Score -2.196815e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154778 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -21968192.000000 Penalty: 5935.097656
	Iteration 31Q: 3 clusters Score -2.196819e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154843 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -21968240.000000 Penalty: 5935.097656
	Iteration 32Q: 3 clusters Score -2.196824e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154897 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -21968240.000000 Penalty: 5935.097656
	Iteration 33Q: 3 clusters Score -2.196824e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154942 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -21968228.000000 Penalty: 5935.097656
	Iteration 34Q: 3 clusters Score -2.196823e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154974 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -21968232.000000 Penalty: 5935.097656
	Iteration 35Q: 3 clusters Score -2.196823e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155010 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -21968248.000000 Penalty: 5935.097656
	Iteration 36Q: 3 clusters Score -2.196825e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155049 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -21968244.000000 Penalty: 5935.097656
	Iteration 37Q: 3 clusters Score -2.196824e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155083 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -21968248.000000 Penalty: 5935.097656
	Iteration 38Q: 3 clusters Score -2.196825e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155109 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -21968238.000000 Penalty: 5935.097656
	Iteration 39Q: 3 clusters Score -2.196824e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155135 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -21968208.000000 Penalty: 5935.097656
	Iteration 40F: 3 clusters Score -2.196821e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155158 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -21968224.000000 Penalty: 5935.097656
	Iteration 41Q: 3 clusters Score -2.196822e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155181 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -21968232.000000 Penalty: 5935.097656
	Iteration 42Q: 3 clusters Score -2.196823e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155202 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -21968236.000000 Penalty: 5935.097656
	Iteration 43Q: 3 clusters Score -2.196824e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155218 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -21968248.000000 Penalty: 5935.097656
	Iteration 44Q: 3 clusters Score -2.196825e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155230 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -21968264.000000 Penalty: 5935.097656
	Iteration 45Q: 3 clusters Score -2.196826e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155242 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -21968250.000000 Penalty: 5935.097656
	Iteration 46Q: 3 clusters Score -2.196825e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155256 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -21968246.000000 Penalty: 5935.097656
	Iteration 47Q: 3 clusters Score -2.196825e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155271 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -21968254.000000 Penalty: 5935.097656
	Iteration 48Q: 3 clusters Score -2.196825e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155279 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -21968254.000000 Penalty: 5935.097656
	Iteration 49Q: 3 clusters Score -2.196825e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155288 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -21968256.000000 Penalty: 5935.097656
	Iteration 50Q: 3 clusters Score -2.196826e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155297 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -21968266.000000 Penalty: 5935.097656
	Iteration 51Q: 3 clusters Score -2.196827e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155304 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -21968258.000000 Penalty: 5935.097656
	Iteration 52Q: 3 clusters Score -2.196826e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155309 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -21968254.000000 Penalty: 5935.097656
	Iteration 53Q: 3 clusters Score -2.196825e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155321 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -21968244.000000 Penalty: 5935.097656
	Iteration 54Q: 3 clusters Score -2.196824e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155330 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -21968250.000000 Penalty: 5935.097656
	Iteration 55Q: 3 clusters Score -2.196825e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155337 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -21968234.000000 Penalty: 5935.097656
	Iteration 56Q: 3 clusters Score -2.196823e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155341 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -21968240.000000 Penalty: 5935.097656
	Iteration 57Q: 3 clusters Score -2.196824e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155349 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -21968222.000000 Penalty: 5935.097656
	Iteration 58Q: 3 clusters Score -2.196822e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155357 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -21968222.000000 Penalty: 5935.097656
	Iteration 59Q: 3 clusters Score -2.196822e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155367 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -21968228.000000 Penalty: 5935.097656
	Iteration 60F: 3 clusters Score -2.196823e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155376 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -21968226.000000 Penalty: 5935.097656
	Iteration 61Q: 3 clusters Score -2.196823e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155389 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -21968224.000000 Penalty: 5935.097656
	Iteration 62Q: 3 clusters Score -2.196822e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155394 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -21968238.000000 Penalty: 5935.097656
	Iteration 63Q: 3 clusters Score -2.196824e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155399 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -21968236.000000 Penalty: 5935.097656
	Iteration 64Q: 3 clusters Score -2.196824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155400 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -21968230.000000 Penalty: 5935.097656
	Iteration 65Q: 3 clusters Score -2.196823e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155403 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -21968226.000000 Penalty: 5935.097656
	Iteration 66Q: 3 clusters Score -2.196823e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155405 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -21968238.000000 Penalty: 5935.097656
	Iteration 67Q: 3 clusters Score -2.196824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155404 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -21968224.000000 Penalty: 5935.097656
	Iteration 68Q: 3 clusters Score -2.196822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155403 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -21968238.000000 Penalty: 5935.097656
	Iteration 69Q: 3 clusters Score -2.196824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155403 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -21968246.000000 Penalty: 5935.097656
	Iteration 70Q: 3 clusters Score -2.196825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155403 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -21968246.000000 Penalty: 5935.097656
	Iteration 71F: 3 clusters Score -2.196825e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Entering Unmasked Estep 
Score: -3956907.500000 Penalty: 2537.919434
	Iteration 0F: 2 clusters Score -3956908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -3937680.500000 Penalty: 5075.838867
	Iteration 0F: 3 clusters Score -3937680 nChanged 12623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -3944701.250000 Penalty: 5075.838867
	Iteration 1F: 3 clusters Score -3944701 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -3945114.250000 Penalty: 5075.838867
	Iteration 2Q: 3 clusters Score -3945114 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -3945463.750000 Penalty: 5075.838867
	Iteration 3Q: 3 clusters Score -3945464 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -3945833.000000 Penalty: 5075.838867
	Iteration 4Q: 3 clusters Score -3945833 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -3946237.750000 Penalty: 5075.838867
	Iteration 5Q: 3 clusters Score -3946238 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -3946758.750000 Penalty: 5075.838867
	Iteration 6Q: 3 clusters Score -3946759 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -3947501.750000 Penalty: 5075.838867
	Iteration 7Q: 3 clusters Score -3947502 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -3948561.750000 Penalty: 5075.838867
	Iteration 8F: 3 clusters Score -3948562 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -3949773.250000 Penalty: 5075.838867
	Iteration 9F: 3 clusters Score -3949773 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -3951029.750000 Penalty: 5075.838867
	Iteration 10F: 3 clusters Score -3951030 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -3952126.750000 Penalty: 5075.838867
	Iteration 11Q: 3 clusters Score -3952127 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -3952891.000000 Penalty: 5075.838867
	Iteration 12Q: 3 clusters Score -3952891 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -3953387.250000 Penalty: 5075.838867
	Iteration 13Q: 3 clusters Score -3953387 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -3953675.750000 Penalty: 5075.838867
	Iteration 14Q: 3 clusters Score -3953676 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -3953829.750000 Penalty: 5075.838867
	Iteration 15Q: 3 clusters Score -3953830 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -3953970.750000 Penalty: 5075.838867
	Iteration 16Q: 3 clusters Score -3953971 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3954096.250000 Penalty: 5075.838867
	Iteration 17Q: 3 clusters Score -3954096 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -3954213.500000 Penalty: 5075.838867
	Iteration 18Q: 3 clusters Score -3954214 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3954324.750000 Penalty: 5075.838867
	Iteration 19Q: 3 clusters Score -3954325 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3954382.000000 Penalty: 5075.838867
	Iteration 20F: 3 clusters Score -3954382 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3954442.000000 Penalty: 5075.838867
	Iteration 21Q: 3 clusters Score -3954442 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3954485.750000 Penalty: 5075.838867
	Iteration 22Q: 3 clusters Score -3954486 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3954535.250000 Penalty: 5075.838867
	Iteration 23Q: 3 clusters Score -3954535 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3954561.250000 Penalty: 5075.838867
	Iteration 24Q: 3 clusters Score -3954561 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3954582.750000 Penalty: 5075.838867
	Iteration 25Q: 3 clusters Score -3954583 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3954605.250000 Penalty: 5075.838867
	Iteration 26Q: 3 clusters Score -3954605 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3954628.500000 Penalty: 5075.838867
	Iteration 27Q: 3 clusters Score -3954628 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3954643.000000 Penalty: 5075.838867
	Iteration 28Q: 3 clusters Score -3954643 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3954656.000000 Penalty: 5075.838867
	Iteration 29Q: 3 clusters Score -3954656 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3954661.000000 Penalty: 5075.838867
	Iteration 30Q: 3 clusters Score -3954661 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3954675.500000 Penalty: 5075.838867
	Iteration 31Q: 3 clusters Score -3954676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3954697.250000 Penalty: 5075.838867
	Iteration 32Q: 3 clusters Score -3954697 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3954710.250000 Penalty: 5075.838867
	Iteration 33Q: 3 clusters Score -3954710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3954721.500000 Penalty: 5075.838867
	Iteration 34Q: 3 clusters Score -3954722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3954730.750000 Penalty: 5075.838867
	Iteration 35Q: 3 clusters Score -3954731 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3954742.000000 Penalty: 5075.838867
	Iteration 36Q: 3 clusters Score -3954742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3954742.500000 Penalty: 5075.838867
	Iteration 37Q: 3 clusters Score -3954742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3954748.500000 Penalty: 5075.838867
	Iteration 38Q: 3 clusters Score -3954748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3954749.500000 Penalty: 5075.838867
	Iteration 39Q: 3 clusters Score -3954750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3954757.750000 Penalty: 5075.838867
	Iteration 40F: 3 clusters Score -3954758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3954758.000000 Penalty: 5075.838867
	Iteration 41Q: 3 clusters Score -3954758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3954758.000000 Penalty: 5075.838867
	Iteration 42F: 3 clusters Score -3954758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Entering Unmasked Estep 
Score: -420648.250000 Penalty: 1997.600342
	Iteration 0F: 2 clusters Score -420648.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -417289.531250 Penalty: 3995.200684
	Iteration 0F: 3 clusters Score -417289.5 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -418003.875000 Penalty: 3995.200684
	Iteration 1F: 3 clusters Score -418003.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -418159.656250 Penalty: 3995.200684
	Iteration 2F: 3 clusters Score -418159.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -418245.812500 Penalty: 3995.200684
	Iteration 3Q: 3 clusters Score -418245.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -418325.843750 Penalty: 3995.200684
	Iteration 4Q: 3 clusters Score -418325.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -418396.187500 Penalty: 3995.200684
	Iteration 5Q: 3 clusters Score -418396.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -418478.375000 Penalty: 3995.200684
	Iteration 6Q: 3 clusters Score -418478.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -418563.093750 Penalty: 3995.200684
	Iteration 7Q: 3 clusters Score -418563.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -418670.812500 Penalty: 3995.200684
	Iteration 8Q: 3 clusters Score -418670.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -418799.687500 Penalty: 3995.200684
	Iteration 9Q: 3 clusters Score -418799.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -418956.562500 Penalty: 3995.200684
	Iteration 10Q: 3 clusters Score -418956.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -419138.843750 Penalty: 3995.200684
	Iteration 11Q: 3 clusters Score -419138.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -419294.656250 Penalty: 3995.200684
	Iteration 12Q: 3 clusters Score -419294.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -419442.031250 Penalty: 3995.200684
	Iteration 13Q: 3 clusters Score -419442 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -419561.250000 Penalty: 3995.200684
	Iteration 14Q: 3 clusters Score -419561.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -419654.937500 Penalty: 3995.200684
	Iteration 15Q: 3 clusters Score -419654.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -419742.187500 Penalty: 3995.200684
	Iteration 16Q: 3 clusters Score -419742.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -419820.687500 Penalty: 3995.200684
	Iteration 17Q: 3 clusters Score -419820.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -419878.187500 Penalty: 3995.200684
	Iteration 18Q: 3 clusters Score -419878.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -419919.375000 Penalty: 3995.200684
	Iteration 19Q: 3 clusters Score -419919.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -419949.031250 Penalty: 3995.200684
	Iteration 20F: 3 clusters Score -419949 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -419980.125000 Penalty: 3995.200684
	Iteration 21Q: 3 clusters Score -419980.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -420015.375000 Penalty: 3995.200684
	Iteration 22Q: 3 clusters Score -420015.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -420052.687500 Penalty: 3995.200684
	Iteration 23Q: 3 clusters Score -420052.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -420096.031250 Penalty: 3995.200684
	Iteration 24Q: 3 clusters Score -420096 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -420134.562500 Penalty: 3995.200684
	Iteration 25Q: 3 clusters Score -420134.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -420169.812500 Penalty: 3995.200684
	Iteration 26Q: 3 clusters Score -420169.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -420194.531250 Penalty: 3995.200684
	Iteration 27Q: 3 clusters Score -420194.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -420215.187500 Penalty: 3995.200684
	Iteration 28Q: 3 clusters Score -420215.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -420236.375000 Penalty: 3995.200684
	Iteration 29Q: 3 clusters Score -420236.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -420249.000000 Penalty: 3995.200684
	Iteration 30Q: 3 clusters Score -420249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -420253.906250 Penalty: 3995.200684
	Iteration 31Q: 3 clusters Score -420253.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -420256.125000 Penalty: 3995.200684
	Iteration 32Q: 3 clusters Score -420256.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -420257.312500 Penalty: 3995.200684
	Iteration 33Q: 3 clusters Score -420257.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -420259.687500 Penalty: 3995.200684
	Iteration 34Q: 3 clusters Score -420259.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -420259.156250 Penalty: 3995.200684
	Iteration 35Q: 3 clusters Score -420259.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -420260.687500 Penalty: 3995.200684
	Iteration 36Q: 3 clusters Score -420260.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -420260.687500 Penalty: 3995.200684
	Iteration 37F: 3 clusters Score -420260.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -20851.794922 Penalty: 1315.219604
	Iteration 0F: 2 clusters Score -20851.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -19820.140625 Penalty: 2630.439209
	Iteration 0F: 3 clusters Score -19820.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -19907.396484 Penalty: 2630.439209
	Iteration 1F: 3 clusters Score -19907.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19924.015625 Penalty: 2630.439209
	Iteration 2Q: 3 clusters Score -19924.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -19943.396484 Penalty: 2630.439209
	Iteration 3Q: 3 clusters Score -19943.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -19943.396484 Penalty: 2630.439209
	Iteration 4F: 3 clusters Score -19943.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -52986.144531 Penalty: 1499.748291
	Iteration 0F: 2 clusters Score -52986.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -51627.472656 Penalty: 2999.496582
	Iteration 0F: 3 clusters Score -51627.47 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -51839.152344 Penalty: 2999.496582
	Iteration 1F: 3 clusters Score -51839.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -51898.710938 Penalty: 2999.496582
	Iteration 2Q: 3 clusters Score -51898.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -51932.351562 Penalty: 2999.496582
	Iteration 3Q: 3 clusters Score -51932.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -51939.128906 Penalty: 2999.496582
	Iteration 4Q: 3 clusters Score -51939.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -51947.171875 Penalty: 2999.496582
	Iteration 5Q: 3 clusters Score -51947.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -51955.796875 Penalty: 2999.496582
	Iteration 6Q: 3 clusters Score -51955.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -51962.125000 Penalty: 2999.496582
	Iteration 7Q: 3 clusters Score -51962.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -51962.980469 Penalty: 2999.496582
	Iteration 8Q: 3 clusters Score -51962.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -51962.980469 Penalty: 2999.496582
	Iteration 9F: 3 clusters Score -51962.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Entering Unmasked Estep 
Score: -531353.625000 Penalty: 2047.702881
	Iteration 0F: 2 clusters Score -531353.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -527525.375000 Penalty: 4095.405762
	Iteration 0F: 3 clusters Score -527525.4 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -528335.500000 Penalty: 4095.405762
	Iteration 1F: 3 clusters Score -528335.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -528506.187500 Penalty: 4095.405762
	Iteration 2F: 3 clusters Score -528506.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -528611.437500 Penalty: 4095.405762
	Iteration 3Q: 3 clusters Score -528611.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -528690.687500 Penalty: 4095.405762
	Iteration 4Q: 3 clusters Score -528690.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -528744.312500 Penalty: 4095.405762
	Iteration 5Q: 3 clusters Score -528744.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -528782.125000 Penalty: 4095.405762
	Iteration 6Q: 3 clusters Score -528782.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -528809.500000 Penalty: 4095.405762
	Iteration 7Q: 3 clusters Score -528809.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -528835.687500 Penalty: 4095.405762
	Iteration 8Q: 3 clusters Score -528835.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -528849.250000 Penalty: 4095.405762
	Iteration 9Q: 3 clusters Score -528849.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -528857.125000 Penalty: 4095.405762
	Iteration 10Q: 3 clusters Score -528857.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -528867.187500 Penalty: 4095.405762
	Iteration 11Q: 3 clusters Score -528867.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -528876.000000 Penalty: 4095.405762
	Iteration 12Q: 3 clusters Score -528876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -528882.875000 Penalty: 4095.405762
	Iteration 13Q: 3 clusters Score -528882.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -528890.062500 Penalty: 4095.405762
	Iteration 14Q: 3 clusters Score -528890.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -528896.312500 Penalty: 4095.405762
	Iteration 15Q: 3 clusters Score -528896.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -528905.375000 Penalty: 4095.405762
	Iteration 16Q: 3 clusters Score -528905.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -528908.312500 Penalty: 4095.405762
	Iteration 17Q: 3 clusters Score -528908.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -528916.312500 Penalty: 4095.405762
	Iteration 18Q: 3 clusters Score -528916.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -528927.187500 Penalty: 4095.405762
	Iteration 19Q: 3 clusters Score -528927.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -528941.875000 Penalty: 4095.405762
	Iteration 20F: 3 clusters Score -528941.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -528954.250000 Penalty: 4095.405762
	Iteration 21Q: 3 clusters Score -528954.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -528963.375000 Penalty: 4095.405762
	Iteration 22Q: 3 clusters Score -528963.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -528974.687500 Penalty: 4095.405762
	Iteration 23Q: 3 clusters Score -528974.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -528988.125000 Penalty: 4095.405762
	Iteration 24Q: 3 clusters Score -528988.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -528999.500000 Penalty: 4095.405762
	Iteration 25Q: 3 clusters Score -528999.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -529008.375000 Penalty: 4095.405762
	Iteration 26Q: 3 clusters Score -529008.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -529018.375000 Penalty: 4095.405762
	Iteration 27Q: 3 clusters Score -529018.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -529028.437500 Penalty: 4095.405762
	Iteration 28Q: 3 clusters Score -529028.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -529040.562500 Penalty: 4095.405762
	Iteration 29Q: 3 clusters Score -529040.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -529056.187500 Penalty: 4095.405762
	Iteration 30Q: 3 clusters Score -529056.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -529069.000000 Penalty: 4095.405762
	Iteration 31Q: 3 clusters Score -529069 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -529085.687500 Penalty: 4095.405762
	Iteration 32Q: 3 clusters Score -529085.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -529105.250000 Penalty: 4095.405762
	Iteration 33Q: 3 clusters Score -529105.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -529122.250000 Penalty: 4095.405762
	Iteration 34Q: 3 clusters Score -529122.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -529133.562500 Penalty: 4095.405762
	Iteration 35Q: 3 clusters Score -529133.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -529143.562500 Penalty: 4095.405762
	Iteration 36Q: 3 clusters Score -529143.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -529154.250000 Penalty: 4095.405762
	Iteration 37Q: 3 clusters Score -529154.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -529176.000000 Penalty: 4095.405762
	Iteration 38Q: 3 clusters Score -529176 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -529198.500000 Penalty: 4095.405762
	Iteration 39Q: 3 clusters Score -529198.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -529238.375000 Penalty: 4095.405762
	Iteration 40F: 3 clusters Score -529238.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -529294.250000 Penalty: 4095.405762
	Iteration 41Q: 3 clusters Score -529294.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -529395.500000 Penalty: 4095.405762
	Iteration 42Q: 3 clusters Score -529395.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -529545.312500 Penalty: 4095.405762
	Iteration 43Q: 3 clusters Score -529545.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -529789.500000 Penalty: 4095.405762
	Iteration 44Q: 3 clusters Score -529789.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -530127.812500 Penalty: 4095.405762
	Iteration 45Q: 3 clusters Score -530127.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -530368.125000 Penalty: 4095.405762
	Iteration 46Q: 3 clusters Score -530368.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -530523.125000 Penalty: 4095.405762
	Iteration 47Q: 3 clusters Score -530523.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -530606.875000 Penalty: 4095.405762
	Iteration 48Q: 3 clusters Score -530606.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -530654.812500 Penalty: 4095.405762
	Iteration 49Q: 3 clusters Score -530654.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -530671.437500 Penalty: 4095.405762
	Iteration 50Q: 3 clusters Score -530671.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -530684.500000 Penalty: 4095.405762
	Iteration 51Q: 3 clusters Score -530684.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -530689.687500 Penalty: 4095.405762
	Iteration 52Q: 3 clusters Score -530689.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -530692.625000 Penalty: 4095.405762
	Iteration 53Q: 3 clusters Score -530692.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -530702.187500 Penalty: 4095.405762
	Iteration 54Q: 3 clusters Score -530702.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -530704.500000 Penalty: 4095.405762
	Iteration 55Q: 3 clusters Score -530704.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -530704.562500 Penalty: 4095.405762
	Iteration 56Q: 3 clusters Score -530704.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -530705.875000 Penalty: 4095.405762
	Iteration 57Q: 3 clusters Score -530705.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -530713.062500 Penalty: 4095.405762
	Iteration 58Q: 3 clusters Score -530713.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -530718.687500 Penalty: 4095.405762
	Iteration 59Q: 3 clusters Score -530718.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -530724.187500 Penalty: 4095.405762
	Iteration 60F: 3 clusters Score -530724.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -530733.437500 Penalty: 4095.405762
	Iteration 61Q: 3 clusters Score -530733.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -530741.000000 Penalty: 4095.405762
	Iteration 62Q: 3 clusters Score -530741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -530751.500000 Penalty: 4095.405762
	Iteration 63Q: 3 clusters Score -530751.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -530760.625000 Penalty: 4095.405762
	Iteration 64Q: 3 clusters Score -530760.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -530764.062500 Penalty: 4095.405762
	Iteration 65Q: 3 clusters Score -530764.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -530764.812500 Penalty: 4095.405762
	Iteration 66Q: 3 clusters Score -530764.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -530767.062500 Penalty: 4095.405762
	Iteration 67Q: 3 clusters Score -530767.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -530768.562500 Penalty: 4095.405762
	Iteration 68Q: 3 clusters Score -530768.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -530768.875000 Penalty: 4095.405762
	Iteration 69Q: 3 clusters Score -530768.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -530769.937500 Penalty: 4095.405762
	Iteration 70Q: 3 clusters Score -530769.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -530775.625000 Penalty: 4095.405762
	Iteration 71Q: 3 clusters Score -530775.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -530781.437500 Penalty: 4095.405762
	Iteration 72Q: 3 clusters Score -530781.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -530786.187500 Penalty: 4095.405762
	Iteration 73Q: 3 clusters Score -530786.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -530788.625000 Penalty: 4095.405762
	Iteration 74Q: 3 clusters Score -530788.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -530791.437500 Penalty: 4095.405762
	Iteration 75Q: 3 clusters Score -530791.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -530791.625000 Penalty: 4095.405762
	Iteration 76Q: 3 clusters Score -530791.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -530793.562500 Penalty: 4095.405762
	Iteration 77Q: 3 clusters Score -530793.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -530795.562500 Penalty: 4095.405762
	Iteration 78Q: 3 clusters Score -530795.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -530794.812500 Penalty: 4095.405762
	Iteration 79Q: 3 clusters Score -530794.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -530794.812500 Penalty: 4095.405762
	Iteration 80F: 3 clusters Score -530794.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Entering Unmasked Estep 
Score: -343056.562500 Penalty: 1945.760254
	Iteration 0F: 2 clusters Score -343056.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -340077.593750 Penalty: 3891.520508
	Iteration 0F: 3 clusters Score -340077.6 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -340660.281250 Penalty: 3891.520508
	Iteration 1F: 3 clusters Score -340660.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -340793.875000 Penalty: 3891.520508
	Iteration 2F: 3 clusters Score -340793.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -340891.406250 Penalty: 3891.520508
	Iteration 3Q: 3 clusters Score -340891.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -340977.437500 Penalty: 3891.520508
	Iteration 4Q: 3 clusters Score -340977.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -341044.531250 Penalty: 3891.520508
	Iteration 5Q: 3 clusters Score -341044.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -341108.093750 Penalty: 3891.520508
	Iteration 6Q: 3 clusters Score -341108.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -341160.531250 Penalty: 3891.520508
	Iteration 7Q: 3 clusters Score -341160.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -341211.406250 Penalty: 3891.520508
	Iteration 8Q: 3 clusters Score -341211.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -341254.843750 Penalty: 3891.520508
	Iteration 9Q: 3 clusters Score -341254.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -341297.125000 Penalty: 3891.520508
	Iteration 10Q: 3 clusters Score -341297.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -341331.281250 Penalty: 3891.520508
	Iteration 11Q: 3 clusters Score -341331.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -341350.218750 Penalty: 3891.520508
	Iteration 12Q: 3 clusters Score -341350.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -341367.843750 Penalty: 3891.520508
	Iteration 13Q: 3 clusters Score -341367.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -341382.375000 Penalty: 3891.520508
	Iteration 14Q: 3 clusters Score -341382.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -341394.875000 Penalty: 3891.520508
	Iteration 15Q: 3 clusters Score -341394.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -341407.750000 Penalty: 3891.520508
	Iteration 16Q: 3 clusters Score -341407.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -341415.031250 Penalty: 3891.520508
	Iteration 17Q: 3 clusters Score -341415 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -341421.781250 Penalty: 3891.520508
	Iteration 18Q: 3 clusters Score -341421.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -341427.875000 Penalty: 3891.520508
	Iteration 19Q: 3 clusters Score -341427.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -341433.281250 Penalty: 3891.520508
	Iteration 20F: 3 clusters Score -341433.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -341435.531250 Penalty: 3891.520508
	Iteration 21Q: 3 clusters Score -341435.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -341436.500000 Penalty: 3891.520508
	Iteration 22Q: 3 clusters Score -341436.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -341436.656250 Penalty: 3891.520508
	Iteration 23Q: 3 clusters Score -341436.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -341436.656250 Penalty: 3891.520508
	Iteration 24F: 3 clusters Score -341436.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (166399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166399 members 
Entering Unmasked Estep 
Score: -23235170.000000 Penalty: 2981.491455
	Iteration 0F: 2 clusters Score -2.323517e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82932 members 
Mstep: Class 2 contains 83467 members 
Entering Unmasked Estep 
Score: -23127608.000000 Penalty: 5962.982910
	Iteration 0F: 3 clusters Score -2.312761e+07 nChanged 79873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78495 members 
Mstep: Class 2 contains 87904 members 
Entering Unmasked Estep 
Score: -23174230.000000 Penalty: 5962.982910
	Iteration 1F: 3 clusters Score -2.317423e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76102 members 
Mstep: Class 2 contains 90297 members 
Entering Unmasked Estep 
Score: -23175818.000000 Penalty: 5962.982910
	Iteration 2Q: 3 clusters Score -2.317582e+07 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72601 members 
Mstep: Class 2 contains 93798 members 
Entering Unmasked Estep 
Score: -23178322.000000 Penalty: 5962.982910
	Iteration 3Q: 3 clusters Score -2.317832e+07 nChanged 7093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67828 members 
Mstep: Class 2 contains 98571 members 
Entering Unmasked Estep 
Score: -23182224.000000 Penalty: 5962.982910
	Iteration 4Q: 3 clusters Score -2.318222e+07 nChanged 8474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61728 members 
Mstep: Class 2 contains 104671 members 
Entering Unmasked Estep 
Score: -23188146.000000 Penalty: 5962.982910
	Iteration 5F: 3 clusters Score -2.318815e+07 nChanged 9624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54800 members 
Mstep: Class 2 contains 111599 members 
Entering Unmasked Estep 
Score: -23196108.000000 Penalty: 5962.982910
	Iteration 6F: 3 clusters Score -2.319611e+07 nChanged 10235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47799 members 
Mstep: Class 2 contains 118600 members 
Entering Unmasked Estep 
Score: -23204616.000000 Penalty: 5962.982910
	Iteration 7F: 3 clusters Score -2.320462e+07 nChanged 9701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 124351 members 
Entering Unmasked Estep 
Score: -23211814.000000 Penalty: 5962.982910
	Iteration 8F: 3 clusters Score -2.321181e+07 nChanged 8041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 128502 members 
Entering Unmasked Estep 
Score: -23216902.000000 Penalty: 5962.982910
	Iteration 9Q: 3 clusters Score -2.32169e+07 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 131614 members 
Entering Unmasked Estep 
Score: -23220018.000000 Penalty: 5962.982910
	Iteration 10Q: 3 clusters Score -2.322002e+07 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 134131 members 
Entering Unmasked Estep 
Score: -23221922.000000 Penalty: 5962.982910
	Iteration 11Q: 3 clusters Score -2.322192e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 136506 members 
Entering Unmasked Estep 
Score: -23223210.000000 Penalty: 5962.982910
	Iteration 12Q: 3 clusters Score -2.322321e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 138850 members 
Entering Unmasked Estep 
Score: -23224186.000000 Penalty: 5962.982910
	Iteration 13Q: 3 clusters Score -2.322419e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 141052 members 
Entering Unmasked Estep 
Score: -23224990.000000 Penalty: 5962.982910
	Iteration 14Q: 3 clusters Score -2.322499e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 143210 members 
Entering Unmasked Estep 
Score: -23225950.000000 Penalty: 5962.982910
	Iteration 15Q: 3 clusters Score -2.322595e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 145372 members 
Entering Unmasked Estep 
Score: -23226736.000000 Penalty: 5962.982910
	Iteration 16Q: 3 clusters Score -2.322674e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 147512 members 
Entering Unmasked Estep 
Score: -23227406.000000 Penalty: 5962.982910
	Iteration 17Q: 3 clusters Score -2.322741e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 149537 members 
Entering Unmasked Estep 
Score: -23228162.000000 Penalty: 5962.982910
	Iteration 18Q: 3 clusters Score -2.322816e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 151541 members 
Entering Unmasked Estep 
Score: -23228978.000000 Penalty: 5962.982910
	Iteration 19Q: 3 clusters Score -2.322898e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 153459 members 
Entering Unmasked Estep 
Score: -23229900.000000 Penalty: 5962.982910
	Iteration 20F: 3 clusters Score -2.32299e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 155320 members 
Entering Unmasked Estep 
Score: -23230820.000000 Penalty: 5962.982910
	Iteration 21Q: 3 clusters Score -2.323082e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 157004 members 
Entering Unmasked Estep 
Score: -23231466.000000 Penalty: 5962.982910
	Iteration 22Q: 3 clusters Score -2.323147e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 158456 members 
Entering Unmasked Estep 
Score: -23231950.000000 Penalty: 5962.982910
	Iteration 23Q: 3 clusters Score -2.323195e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 159729 members 
Entering Unmasked Estep 
Score: -23232320.000000 Penalty: 5962.982910
	Iteration 24Q: 3 clusters Score -2.323232e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 160737 members 
Entering Unmasked Estep 
Score: -23232552.000000 Penalty: 5962.982910
	Iteration 25Q: 3 clusters Score -2.323255e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 161572 members 
Entering Unmasked Estep 
Score: -23232742.000000 Penalty: 5962.982910
	Iteration 26Q: 3 clusters Score -2.323274e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 162217 members 
Entering Unmasked Estep 
Score: -23232866.000000 Penalty: 5962.982910
	Iteration 27Q: 3 clusters Score -2.323287e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 162707 members 
Entering Unmasked Estep 
Score: -23232966.000000 Penalty: 5962.982910
	Iteration 28Q: 3 clusters Score -2.323297e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 163116 members 
Entering Unmasked Estep 
Score: -23233086.000000 Penalty: 5962.982910
	Iteration 29Q: 3 clusters Score -2.323309e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 163437 members 
Entering Unmasked Estep 
Score: -23233074.000000 Penalty: 5962.982910
	Iteration 30Q: 3 clusters Score -2.323307e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 163686 members 
Entering Unmasked Estep 
Score: -23233060.000000 Penalty: 5962.982910
	Iteration 31Q: 3 clusters Score -2.323306e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 163903 members 
Entering Unmasked Estep 
Score: -23233126.000000 Penalty: 5962.982910
	Iteration 32Q: 3 clusters Score -2.323313e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 164102 members 
Entering Unmasked Estep 
Score: -23233114.000000 Penalty: 5962.982910
	Iteration 33Q: 3 clusters Score -2.323311e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 164254 members 
Entering Unmasked Estep 
Score: -23233124.000000 Penalty: 5962.982910
	Iteration 34Q: 3 clusters Score -2.323312e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 164384 members 
Entering Unmasked Estep 
Score: -23233120.000000 Penalty: 5962.982910
	Iteration 35Q: 3 clusters Score -2.323312e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 164497 members 
Entering Unmasked Estep 
Score: -23233126.000000 Penalty: 5962.982910
	Iteration 36Q: 3 clusters Score -2.323313e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 164590 members 
Entering Unmasked Estep 
Score: -23233084.000000 Penalty: 5962.982910
	Iteration 37Q: 3 clusters Score -2.323308e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 164682 members 
Entering Unmasked Estep 
Score: -23233116.000000 Penalty: 5962.982910
	Iteration 38Q: 3 clusters Score -2.323312e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 164750 members 
Entering Unmasked Estep 
Score: -23233128.000000 Penalty: 5962.982910
	Iteration 39Q: 3 clusters Score -2.323313e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 164810 members 
Entering Unmasked Estep 
Score: -23233114.000000 Penalty: 5962.982910
	Iteration 40F: 3 clusters Score -2.323311e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 164856 members 
Entering Unmasked Estep 
Score: -23233112.000000 Penalty: 5962.982910
	Iteration 41Q: 3 clusters Score -2.323311e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 164906 members 
Entering Unmasked Estep 
Score: -23233120.000000 Penalty: 5962.982910
	Iteration 42Q: 3 clusters Score -2.323312e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 164943 members 
Entering Unmasked Estep 
Score: -23233112.000000 Penalty: 5962.982910
	Iteration 43Q: 3 clusters Score -2.323311e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 164969 members 
Entering Unmasked Estep 
Score: -23233132.000000 Penalty: 5962.982910
	Iteration 44Q: 3 clusters Score -2.323313e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 164995 members 
Entering Unmasked Estep 
Score: -23233124.000000 Penalty: 5962.982910
	Iteration 45Q: 3 clusters Score -2.323312e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 165018 members 
Entering Unmasked Estep 
Score: -23233104.000000 Penalty: 5962.982910
	Iteration 46Q: 3 clusters Score -2.32331e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 165037 members 
Entering Unmasked Estep 
Score: -23233114.000000 Penalty: 5962.982910
	Iteration 47Q: 3 clusters Score -2.323311e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 165051 members 
Entering Unmasked Estep 
Score: -23233118.000000 Penalty: 5962.982910
	Iteration 48Q: 3 clusters Score -2.323312e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 165060 members 
Entering Unmasked Estep 
Score: -23233126.000000 Penalty: 5962.982910
	Iteration 49Q: 3 clusters Score -2.323313e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 165072 members 
Entering Unmasked Estep 
Score: -23233130.000000 Penalty: 5962.982910
	Iteration 50Q: 3 clusters Score -2.323313e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 165090 members 
Entering Unmasked Estep 
Score: -23233130.000000 Penalty: 5962.982910
	Iteration 51Q: 3 clusters Score -2.323313e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 165104 members 
Entering Unmasked Estep 
Score: -23233116.000000 Penalty: 5962.982910
	Iteration 52Q: 3 clusters Score -2.323312e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 165111 members 
Entering Unmasked Estep 
Score: -23233114.000000 Penalty: 5962.982910
	Iteration 53Q: 3 clusters Score -2.323311e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 165119 members 
Entering Unmasked Estep 
Score: -23233124.000000 Penalty: 5962.982910
	Iteration 54Q: 3 clusters Score -2.323312e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 165125 members 
Entering Unmasked Estep 
Score: -23233142.000000 Penalty: 5962.982910
	Iteration 55Q: 3 clusters Score -2.323314e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 165132 members 
Entering Unmasked Estep 
Score: -23233154.000000 Penalty: 5962.982910
	Iteration 56Q: 3 clusters Score -2.323315e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 165140 members 
Entering Unmasked Estep 
Score: -23233144.000000 Penalty: 5962.982910
	Iteration 57Q: 3 clusters Score -2.323314e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 165150 members 
Entering Unmasked Estep 
Score: -23233146.000000 Penalty: 5962.982910
	Iteration 58Q: 3 clusters Score -2.323315e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 165157 members 
Entering Unmasked Estep 
Score: -23233150.000000 Penalty: 5962.982910
	Iteration 59Q: 3 clusters Score -2.323315e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 165158 members 
Entering Unmasked Estep 
Score: -23233134.000000 Penalty: 5962.982910
	Iteration 60F: 3 clusters Score -2.323313e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 165158 members 
Entering Unmasked Estep 
Score: -23233132.000000 Penalty: 5962.982910
	Iteration 61Q: 3 clusters Score -2.323313e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 165160 members 
Entering Unmasked Estep 
Score: -23233136.000000 Penalty: 5962.982910
	Iteration 62Q: 3 clusters Score -2.323314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 165162 members 
Entering Unmasked Estep 
Score: -23233138.000000 Penalty: 5962.982910
	Iteration 63Q: 3 clusters Score -2.323314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 165162 members 
Entering Unmasked Estep 
Score: -23233136.000000 Penalty: 5962.982910
	Iteration 64Q: 3 clusters Score -2.323314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 165162 members 
Entering Unmasked Estep 
Score: -23233136.000000 Penalty: 5962.982910
	Iteration 65Q: 3 clusters Score -2.323314e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 165162 members 
Entering Unmasked Estep 
Score: -23233136.000000 Penalty: 5962.982910
	Iteration 66F: 3 clusters Score -2.323314e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (88813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88813 members 
Entering Unmasked Estep 
Score: -12551250.000000 Penalty: 2825.783447
	Iteration 0F: 2 clusters Score -1.255125e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44118 members 
Mstep: Class 2 contains 44695 members 
Entering Unmasked Estep 
Score: -12492064.000000 Penalty: 5651.566895
	Iteration 0F: 3 clusters Score -1.249206e+07 nChanged 41802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 47541 members 
Entering Unmasked Estep 
Score: -12516146.000000 Penalty: 5651.566895
	Iteration 1F: 3 clusters Score -1.251615e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 49460 members 
Entering Unmasked Estep 
Score: -12517141.000000 Penalty: 5651.566895
	Iteration 2Q: 3 clusters Score -1.251714e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 52327 members 
Entering Unmasked Estep 
Score: -12518717.000000 Penalty: 5651.566895
	Iteration 3Q: 3 clusters Score -1.251872e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 56543 members 
Entering Unmasked Estep 
Score: -12521355.000000 Penalty: 5651.566895
	Iteration 4F: 3 clusters Score -1.252136e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 62193 members 
Entering Unmasked Estep 
Score: -12525623.000000 Penalty: 5651.566895
	Iteration 5F: 3 clusters Score -1.252562e+07 nChanged 6954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 68927 members 
Entering Unmasked Estep 
Score: -12531562.000000 Penalty: 5651.566895
	Iteration 6F: 3 clusters Score -1.253156e+07 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 75596 members 
Entering Unmasked Estep 
Score: -12537937.000000 Penalty: 5651.566895
	Iteration 7F: 3 clusters Score -1.253794e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 80737 members 
Entering Unmasked Estep 
Score: -12542802.000000 Penalty: 5651.566895
	Iteration 8F: 3 clusters Score -1.25428e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 83930 members 
Entering Unmasked Estep 
Score: -12545540.000000 Penalty: 5651.566895
	Iteration 9Q: 3 clusters Score -1.254554e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 85742 members 
Entering Unmasked Estep 
Score: -12547082.000000 Penalty: 5651.566895
	Iteration 10Q: 3 clusters Score -1.254708e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 86667 members 
Entering Unmasked Estep 
Score: -12547845.000000 Penalty: 5651.566895
	Iteration 11Q: 3 clusters Score -1.254784e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 87258 members 
Entering Unmasked Estep 
Score: -12548290.000000 Penalty: 5651.566895
	Iteration 12Q: 3 clusters Score -1.254829e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 87600 members 
Entering Unmasked Estep 
Score: -12548625.000000 Penalty: 5651.566895
	Iteration 13Q: 3 clusters Score -1.254862e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 87789 members 
Entering Unmasked Estep 
Score: -12548853.000000 Penalty: 5651.566895
	Iteration 14Q: 3 clusters Score -1.254885e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 87882 members 
Entering Unmasked Estep 
Score: -12549050.000000 Penalty: 5651.566895
	Iteration 15Q: 3 clusters Score -1.254905e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 87951 members 
Entering Unmasked Estep 
Score: -12549145.000000 Penalty: 5651.566895
	Iteration 16Q: 3 clusters Score -1.254914e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 87996 members 
Entering Unmasked Estep 
Score: -12549232.000000 Penalty: 5651.566895
	Iteration 17Q: 3 clusters Score -1.254923e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 88007 members 
Entering Unmasked Estep 
Score: -12549245.000000 Penalty: 5651.566895
	Iteration 18Q: 3 clusters Score -1.254924e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 88021 members 
Entering Unmasked Estep 
Score: -12549296.000000 Penalty: 5651.566895
	Iteration 19Q: 3 clusters Score -1.25493e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 88035 members 
Entering Unmasked Estep 
Score: -12549358.000000 Penalty: 5651.566895
	Iteration 20F: 3 clusters Score -1.254936e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 88039 members 
Entering Unmasked Estep 
Score: -12549354.000000 Penalty: 5651.566895
	Iteration 21Q: 3 clusters Score -1.254935e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 88040 members 
Entering Unmasked Estep 
Score: -12549380.000000 Penalty: 5651.566895
	Iteration 22Q: 3 clusters Score -1.254938e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 88039 members 
Entering Unmasked Estep 
Score: -12549378.000000 Penalty: 5651.566895
	Iteration 23Q: 3 clusters Score -1.254938e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 88042 members 
Entering Unmasked Estep 
Score: -12549381.000000 Penalty: 5651.566895
	Iteration 24Q: 3 clusters Score -1.254938e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 88046 members 
Entering Unmasked Estep 
Score: -12549390.000000 Penalty: 5651.566895
	Iteration 25Q: 3 clusters Score -1.254939e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 88044 members 
Entering Unmasked Estep 
Score: -12549409.000000 Penalty: 5651.566895
	Iteration 26Q: 3 clusters Score -1.254941e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 88042 members 
Entering Unmasked Estep 
Score: -12549423.000000 Penalty: 5651.566895
	Iteration 27Q: 3 clusters Score -1.254942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 88047 members 
Entering Unmasked Estep 
Score: -12549433.000000 Penalty: 5651.566895
	Iteration 28Q: 3 clusters Score -1.254943e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 88047 members 
Entering Unmasked Estep 
Score: -12549427.000000 Penalty: 5651.566895
	Iteration 29Q: 3 clusters Score -1.254943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 88049 members 
Entering Unmasked Estep 
Score: -12549428.000000 Penalty: 5651.566895
	Iteration 30Q: 3 clusters Score -1.254943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 88049 members 
Entering Unmasked Estep 
Score: -12549423.000000 Penalty: 5651.566895
	Iteration 31Q: 3 clusters Score -1.254942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 88048 members 
Entering Unmasked Estep 
Score: -12549426.000000 Penalty: 5651.566895
	Iteration 32Q: 3 clusters Score -1.254943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 88047 members 
Entering Unmasked Estep 
Score: -12549427.000000 Penalty: 5651.566895
	Iteration 33Q: 3 clusters Score -1.254943e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 88047 members 
Entering Unmasked Estep 
Score: -12549427.000000 Penalty: 5651.566895
	Iteration 34F: 3 clusters Score -1.254943e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (63708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63708 members 
Entering Unmasked Estep 
Score: -8978161.000000 Penalty: 2743.392090
	Iteration 0F: 2 clusters Score -8978161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31856 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -8935408.000000 Penalty: 5486.784180
	Iteration 0F: 3 clusters Score -8935408 nChanged 29740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -8951729.000000 Penalty: 5486.784180
	Iteration 1F: 3 clusters Score -8951729 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 32675 members 
Entering Unmasked Estep 
Score: -8952230.000000 Penalty: 5486.784180
	Iteration 2Q: 3 clusters Score -8952230 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 33142 members 
Entering Unmasked Estep 
Score: -8952801.000000 Penalty: 5486.784180
	Iteration 3Q: 3 clusters Score -8952801 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29912 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
Score: -8953354.000000 Penalty: 5486.784180
	Iteration 4Q: 3 clusters Score -8953354 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 34807 members 
Entering Unmasked Estep 
Score: -8954011.000000 Penalty: 5486.784180
	Iteration 5Q: 3 clusters Score -8954011 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 36278 members 
Entering Unmasked Estep 
Score: -8954783.000000 Penalty: 5486.784180
	Iteration 6Q: 3 clusters Score -8954783 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -8955750.000000 Penalty: 5486.784180
	Iteration 7Q: 3 clusters Score -8955750 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -8957142.000000 Penalty: 5486.784180
	Iteration 8Q: 3 clusters Score -8957142 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 44562 members 
Entering Unmasked Estep 
Score: -8959518.000000 Penalty: 5486.784180
	Iteration 9F: 3 clusters Score -8959518 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 48885 members 
Entering Unmasked Estep 
Score: -8962831.000000 Penalty: 5486.784180
	Iteration 10F: 3 clusters Score -8962831 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 53369 members 
Entering Unmasked Estep 
Score: -8966633.000000 Penalty: 5486.784180
	Iteration 11F: 3 clusters Score -8966633 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 57440 members 
Entering Unmasked Estep 
Score: -8970348.000000 Penalty: 5486.784180
	Iteration 12F: 3 clusters Score -8970348 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 60319 members 
Entering Unmasked Estep 
Score: -8973027.000000 Penalty: 5486.784180
	Iteration 13Q: 3 clusters Score -8973027 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 61948 members 
Entering Unmasked Estep 
Score: -8974589.000000 Penalty: 5486.784180
	Iteration 14Q: 3 clusters Score -8974589 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 62671 members 
Entering Unmasked Estep 
Score: -8975279.000000 Penalty: 5486.784180
	Iteration 15Q: 3 clusters Score -8975279 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 62924 members 
Entering Unmasked Estep 
Score: -8975526.000000 Penalty: 5486.784180
	Iteration 16Q: 3 clusters Score -8975526 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 63050 members 
Entering Unmasked Estep 
Score: -8975620.000000 Penalty: 5486.784180
	Iteration 17Q: 3 clusters Score -8975620 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 63112 members 
Entering Unmasked Estep 
Score: -8975679.000000 Penalty: 5486.784180
	Iteration 18Q: 3 clusters Score -8975679 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 63150 members 
Entering Unmasked Estep 
Score: -8975734.000000 Penalty: 5486.784180
	Iteration 19Q: 3 clusters Score -8975734 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 63179 members 
Entering Unmasked Estep 
Score: -8975748.000000 Penalty: 5486.784180
	Iteration 20F: 3 clusters Score -8975748 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 63198 members 
Entering Unmasked Estep 
Score: -8975772.000000 Penalty: 5486.784180
	Iteration 21Q: 3 clusters Score -8975772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 63209 members 
Entering Unmasked Estep 
Score: -8975796.000000 Penalty: 5486.784180
	Iteration 22Q: 3 clusters Score -8975796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 63227 members 
Entering Unmasked Estep 
Score: -8975809.000000 Penalty: 5486.784180
	Iteration 23Q: 3 clusters Score -8975809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 63236 members 
Entering Unmasked Estep 
Score: -8975824.000000 Penalty: 5486.784180
	Iteration 24Q: 3 clusters Score -8975824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 63244 members 
Entering Unmasked Estep 
Score: -8975832.000000 Penalty: 5486.784180
	Iteration 25Q: 3 clusters Score -8975832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 63251 members 
Entering Unmasked Estep 
Score: -8975845.000000 Penalty: 5486.784180
	Iteration 26Q: 3 clusters Score -8975845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 63256 members 
Entering Unmasked Estep 
Score: -8975853.000000 Penalty: 5486.784180
	Iteration 27Q: 3 clusters Score -8975853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 63257 members 
Entering Unmasked Estep 
Score: -8975847.000000 Penalty: 5486.784180
	Iteration 28Q: 3 clusters Score -8975847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 63259 members 
Entering Unmasked Estep 
Score: -8975852.000000 Penalty: 5486.784180
	Iteration 29Q: 3 clusters Score -8975852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 63260 members 
Entering Unmasked Estep 
Score: -8975850.000000 Penalty: 5486.784180
	Iteration 30Q: 3 clusters Score -8975850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 63259 members 
Entering Unmasked Estep 
Score: -8975859.000000 Penalty: 5486.784180
	Iteration 31Q: 3 clusters Score -8975859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 63259 members 
Entering Unmasked Estep 
Score: -8975859.000000 Penalty: 5486.784180
	Iteration 32F: 3 clusters Score -8975859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -28975.349609 Penalty: 1369.322388
	Iteration 0F: 2 clusters Score -28975.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -27778.841797 Penalty: 2738.644775
	Iteration 0F: 3 clusters Score -27778.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -27877.871094 Penalty: 2738.644775
	Iteration 1F: 3 clusters Score -27877.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -27945.908203 Penalty: 2738.644775
	Iteration 2Q: 3 clusters Score -27945.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27996.238281 Penalty: 2738.644775
	Iteration 3Q: 3 clusters Score -27996.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28010.376953 Penalty: 2738.644775
	Iteration 4Q: 3 clusters Score -28010.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28024.646484 Penalty: 2738.644775
	Iteration 5Q: 3 clusters Score -28024.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28024.646484 Penalty: 2738.644775
	Iteration 6F: 3 clusters Score -28024.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Entering Unmasked Estep 
Score: -55497.449219 Penalty: 1524.289673
	Iteration 0F: 2 clusters Score -55497.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -54064.105469 Penalty: 3048.579346
	Iteration 0F: 3 clusters Score -54064.11 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -54454.769531 Penalty: 3048.579346
	Iteration 1F: 3 clusters Score -54454.77 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -54961.863281 Penalty: 3048.579346
	Iteration 2F: 3 clusters Score -54961.86 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -55204.777344 Penalty: 3048.579346
	Iteration 3F: 3 clusters Score -55204.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -55307.273438 Penalty: 3048.579346
	Iteration 4Q: 3 clusters Score -55307.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -55412.156250 Penalty: 3048.579346
	Iteration 5Q: 3 clusters Score -55412.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -55549.214844 Penalty: 3048.579346
	Iteration 6Q: 3 clusters Score -55549.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -55679.703125 Penalty: 3048.579346
	Iteration 7Q: 3 clusters Score -55679.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -55710.769531 Penalty: 3048.579346
	Iteration 8Q: 3 clusters Score -55710.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -55725.894531 Penalty: 3048.579346
	Iteration 9Q: 3 clusters Score -55725.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -55742.007812 Penalty: 3048.579346
	Iteration 10Q: 3 clusters Score -55742.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -55763.812500 Penalty: 3048.579346
	Iteration 11Q: 3 clusters Score -55763.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -55838.441406 Penalty: 3048.579346
	Iteration 12Q: 3 clusters Score -55838.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -55923.867188 Penalty: 3048.579346
	Iteration 13Q: 3 clusters Score -55923.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -55937.308594 Penalty: 3048.579346
	Iteration 14Q: 3 clusters Score -55937.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -55946.949219 Penalty: 3048.579346
	Iteration 15Q: 3 clusters Score -55946.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -55972.519531 Penalty: 3048.579346
	Iteration 16Q: 3 clusters Score -55972.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -55972.519531 Penalty: 3048.579346
	Iteration 17F: 3 clusters Score -55972.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30119 members 
Mstep: Class 5 contains 180749 members 
Mstep: Class 6 contains 132475 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31934 members 
Mstep: Class 9 contains 18151 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39236 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157302 members 
Mstep: Class 15 contains 27821 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166399 members 
Mstep: Class 22 contains 88813 members 
Mstep: Class 23 contains 63708 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Mstep: Class 28 contains 285 members 
Entering Unmasked Estep 
Score: -132688720.000000 Penalty: 95659.250000
Splitting cluster 25 changes total score from -132690200.000000 to -132688720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -15247.755859 Penalty: 1255.523560
	Iteration 0F: 2 clusters Score -15247.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14327.574219 Penalty: 2511.047119
	Iteration 0F: 3 clusters Score -14327.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -14395.937500 Penalty: 2511.047119
	Iteration 1F: 3 clusters Score -14395.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -14424.508789 Penalty: 2511.047119
	Iteration 2Q: 3 clusters Score -14424.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -14432.760742 Penalty: 2511.047119
	Iteration 3Q: 3 clusters Score -14432.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -14440.557617 Penalty: 2511.047119
	Iteration 4Q: 3 clusters Score -14440.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -14445.922852 Penalty: 2511.047119
	Iteration 5Q: 3 clusters Score -14445.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -14445.922852 Penalty: 2511.047119
	Iteration 6F: 3 clusters Score -14445.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -39940.218750 Penalty: 1432.088745
	Iteration 0F: 2 clusters Score -39940.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -38607.210938 Penalty: 2864.177490
	Iteration 0F: 3 clusters Score -38607.21 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -38724.191406 Penalty: 2864.177490
	Iteration 1F: 3 clusters Score -38724.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -38758.210938 Penalty: 2864.177490
	Iteration 2Q: 3 clusters Score -38758.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -38764.109375 Penalty: 2864.177490
	Iteration 3Q: 3 clusters Score -38764.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -38771.539062 Penalty: 2864.177490
	Iteration 4Q: 3 clusters Score -38771.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -38776.664062 Penalty: 2864.177490
	Iteration 5Q: 3 clusters Score -38776.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -38776.664062 Penalty: 2864.177490
	Iteration 6F: 3 clusters Score -38776.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30119 members 
Mstep: Class 5 contains 180749 members 
Mstep: Class 6 contains 132475 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31934 members 
Mstep: Class 9 contains 18151 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39236 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157302 members 
Mstep: Class 15 contains 27821 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166399 members 
Mstep: Class 22 contains 88813 members 
Mstep: Class 23 contains 63708 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690208.000000 Penalty: 92242.843750
Iteration 319Q: 28 clusters Score -1.326902e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30120 members 
Mstep: Class 5 contains 180747 members 
Mstep: Class 6 contains 132473 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 31933 members 
Mstep: Class 9 contains 18151 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39235 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157300 members 
Mstep: Class 15 contains 27824 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166407 members 
Mstep: Class 22 contains 88810 members 
Mstep: Class 23 contains 63707 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690256.000000 Penalty: 92242.843750
Iteration 320F: 28 clusters Score -1.326903e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30123 members 
Mstep: Class 5 contains 180749 members 
Mstep: Class 6 contains 132472 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31933 members 
Mstep: Class 9 contains 18151 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39235 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157300 members 
Mstep: Class 15 contains 27828 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166406 members 
Mstep: Class 22 contains 88803 members 
Mstep: Class 23 contains 63708 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690264.000000 Penalty: 92242.843750
Iteration 321Q: 28 clusters Score -1.326903e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30126 members 
Mstep: Class 5 contains 180749 members 
Mstep: Class 6 contains 132473 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31933 members 
Mstep: Class 9 contains 18152 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39233 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157298 members 
Mstep: Class 15 contains 27832 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166405 members 
Mstep: Class 22 contains 88799 members 
Mstep: Class 23 contains 63708 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690256.000000 Penalty: 92242.843750
Iteration 322Q: 28 clusters Score -1.326903e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30129 members 
Mstep: Class 5 contains 180749 members 
Mstep: Class 6 contains 132475 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31933 members 
Mstep: Class 9 contains 18152 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39231 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157298 members 
Mstep: Class 15 contains 27834 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166402 members 
Mstep: Class 22 contains 88796 members 
Mstep: Class 23 contains 63709 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690296.000000 Penalty: 92242.843750
Iteration 323Q: 28 clusters Score -1.326903e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30135 members 
Mstep: Class 5 contains 180751 members 
Mstep: Class 6 contains 132473 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31934 members 
Mstep: Class 9 contains 18151 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39230 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157299 members 
Mstep: Class 15 contains 27835 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166402 members 
Mstep: Class 22 contains 88788 members 
Mstep: Class 23 contains 63710 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690240.000000 Penalty: 92242.843750
Iteration 324Q: 28 clusters Score -1.326902e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30142 members 
Mstep: Class 5 contains 180753 members 
Mstep: Class 6 contains 132473 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31935 members 
Mstep: Class 9 contains 18151 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39227 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157296 members 
Mstep: Class 15 contains 27837 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166401 members 
Mstep: Class 22 contains 88783 members 
Mstep: Class 23 contains 63710 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690200.000000 Penalty: 92242.843750
Iteration 325Q: 28 clusters Score -1.326902e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30146 members 
Mstep: Class 5 contains 180755 members 
Mstep: Class 6 contains 132472 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31935 members 
Mstep: Class 9 contains 18151 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39225 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157292 members 
Mstep: Class 15 contains 27840 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166408 members 
Mstep: Class 22 contains 88775 members 
Mstep: Class 23 contains 63709 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690232.000000 Penalty: 92242.843750
Iteration 326Q: 28 clusters Score -1.326902e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30147 members 
Mstep: Class 5 contains 180755 members 
Mstep: Class 6 contains 132473 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31936 members 
Mstep: Class 9 contains 18151 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39224 members 
Mstep: Class 12 contains 778 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157285 members 
Mstep: Class 15 contains 27844 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166407 members 
Mstep: Class 22 contains 88776 members 
Mstep: Class 23 contains 63709 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690224.000000 Penalty: 92242.843750
Iteration 327Q: 28 clusters Score -1.326902e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30148 members 
Mstep: Class 5 contains 180754 members 
Mstep: Class 6 contains 132475 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31936 members 
Mstep: Class 9 contains 18151 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39223 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157292 members 
Mstep: Class 15 contains 27846 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166402 members 
Mstep: Class 22 contains 88771 members 
Mstep: Class 23 contains 63708 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690136.000000 Penalty: 92242.843750
Iteration 328Q: 28 clusters Score -1.326901e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30149 members 
Mstep: Class 5 contains 180755 members 
Mstep: Class 6 contains 132474 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31936 members 
Mstep: Class 9 contains 18151 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39222 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157295 members 
Mstep: Class 15 contains 27848 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166394 members 
Mstep: Class 22 contains 88775 members 
Mstep: Class 23 contains 63707 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690168.000000 Penalty: 92242.843750
Iteration 329Q: 28 clusters Score -1.326902e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30151 members 
Mstep: Class 5 contains 180755 members 
Mstep: Class 6 contains 132474 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31937 members 
Mstep: Class 9 contains 18150 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39221 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157293 members 
Mstep: Class 15 contains 27850 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166391 members 
Mstep: Class 22 contains 88776 members 
Mstep: Class 23 contains 63708 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690136.000000 Penalty: 92242.843750
Iteration 330Q: 28 clusters Score -1.326901e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30154 members 
Mstep: Class 5 contains 180755 members 
Mstep: Class 6 contains 132475 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31939 members 
Mstep: Class 9 contains 18150 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39221 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157291 members 
Mstep: Class 15 contains 27849 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166394 members 
Mstep: Class 22 contains 88770 members 
Mstep: Class 23 contains 63708 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690160.000000 Penalty: 92242.843750
Iteration 331Q: 28 clusters Score -1.326902e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30155 members 
Mstep: Class 5 contains 180757 members 
Mstep: Class 6 contains 132475 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31937 members 
Mstep: Class 9 contains 18150 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39217 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157289 members 
Mstep: Class 15 contains 27849 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166406 members 
Mstep: Class 22 contains 88762 members 
Mstep: Class 23 contains 63709 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690216.000000 Penalty: 92242.843750
Iteration 332Q: 28 clusters Score -1.326902e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30154 members 
Mstep: Class 5 contains 180759 members 
Mstep: Class 6 contains 132478 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31934 members 
Mstep: Class 9 contains 18150 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39214 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157286 members 
Mstep: Class 15 contains 27850 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166411 members 
Mstep: Class 22 contains 88761 members 
Mstep: Class 23 contains 63709 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690120.000000 Penalty: 92242.843750
Iteration 333Q: 28 clusters Score -1.326901e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30153 members 
Mstep: Class 5 contains 180759 members 
Mstep: Class 6 contains 132482 members 
Mstep: Class 7 contains 8229 members 
Mstep: Class 8 contains 31932 members 
Mstep: Class 9 contains 18150 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39212 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157283 members 
Mstep: Class 15 contains 27854 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166411 members 
Mstep: Class 22 contains 88762 members 
Mstep: Class 23 contains 63709 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690152.000000 Penalty: 92242.843750
Iteration 334Q: 28 clusters Score -1.326902e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30153 members 
Mstep: Class 5 contains 180760 members 
Mstep: Class 6 contains 132483 members 
Mstep: Class 7 contains 8229 members 
Mstep: Class 8 contains 31932 members 
Mstep: Class 9 contains 18149 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39211 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157286 members 
Mstep: Class 15 contains 27859 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166404 members 
Mstep: Class 22 contains 88761 members 
Mstep: Class 23 contains 63709 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690120.000000 Penalty: 92242.843750
Iteration 335Q: 28 clusters Score -1.326901e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30155 members 
Mstep: Class 5 contains 180761 members 
Mstep: Class 6 contains 132486 members 
Mstep: Class 7 contains 8229 members 
Mstep: Class 8 contains 31930 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39208 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157286 members 
Mstep: Class 15 contains 27862 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166404 members 
Mstep: Class 22 contains 88757 members 
Mstep: Class 23 contains 63710 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690064.000000 Penalty: 92242.843750
Iteration 336Q: 28 clusters Score -1.326901e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30155 members 
Mstep: Class 5 contains 180762 members 
Mstep: Class 6 contains 132488 members 
Mstep: Class 7 contains 8229 members 
Mstep: Class 8 contains 31930 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39206 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157285 members 
Mstep: Class 15 contains 27864 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166398 members 
Mstep: Class 22 contains 88759 members 
Mstep: Class 23 contains 63711 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690000.000000 Penalty: 92242.843750
Iteration 337Q: 28 clusters Score -1.3269e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30155 members 
Mstep: Class 5 contains 180761 members 
Mstep: Class 6 contains 132489 members 
Mstep: Class 7 contains 8229 members 
Mstep: Class 8 contains 31930 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39203 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157291 members 
Mstep: Class 15 contains 27862 members 
Mstep: Class 16 contains 3151 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166397 members 
Mstep: Class 22 contains 88758 members 
Mstep: Class 23 contains 63711 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690048.000000 Penalty: 92242.843750
Iteration 338Q: 28 clusters Score -1.3269e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30156 members 
Mstep: Class 5 contains 180760 members 
Mstep: Class 6 contains 132490 members 
Mstep: Class 7 contains 8229 members 
Mstep: Class 8 contains 31927 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39203 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157297 members 
Mstep: Class 15 contains 27863 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166395 members 
Mstep: Class 22 contains 88756 members 
Mstep: Class 23 contains 63711 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690144.000000 Penalty: 92242.843750
Iteration 339Q: 28 clusters Score -1.326901e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30158 members 
Mstep: Class 5 contains 180761 members 
Mstep: Class 6 contains 132492 members 
Mstep: Class 7 contains 8229 members 
Mstep: Class 8 contains 31924 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39204 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157299 members 
Mstep: Class 15 contains 27864 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166395 members 
Mstep: Class 22 contains 88750 members 
Mstep: Class 23 contains 63711 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690184.000000 Penalty: 92242.843750
Iteration 340F: 28 clusters Score -1.326902e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30161 members 
Mstep: Class 5 contains 180761 members 
Mstep: Class 6 contains 132493 members 
Mstep: Class 7 contains 8229 members 
Mstep: Class 8 contains 31924 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39203 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157297 members 
Mstep: Class 15 contains 27863 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166395 members 
Mstep: Class 22 contains 88749 members 
Mstep: Class 23 contains 63712 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690088.000000 Penalty: 92242.843750
Iteration 341Q: 28 clusters Score -1.326901e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30164 members 
Mstep: Class 5 contains 180761 members 
Mstep: Class 6 contains 132494 members 
Mstep: Class 7 contains 8229 members 
Mstep: Class 8 contains 31924 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39203 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157295 members 
Mstep: Class 15 contains 27862 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166394 members 
Mstep: Class 22 contains 88748 members 
Mstep: Class 23 contains 63713 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690120.000000 Penalty: 92242.843750
Iteration 342Q: 28 clusters Score -1.326901e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30164 members 
Mstep: Class 5 contains 180762 members 
Mstep: Class 6 contains 132494 members 
Mstep: Class 7 contains 8229 members 
Mstep: Class 8 contains 31922 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39203 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157297 members 
Mstep: Class 15 contains 27861 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166394 members 
Mstep: Class 22 contains 88748 members 
Mstep: Class 23 contains 63713 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690112.000000 Penalty: 92242.843750
Iteration 343Q: 28 clusters Score -1.326901e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30164 members 
Mstep: Class 5 contains 180762 members 
Mstep: Class 6 contains 132494 members 
Mstep: Class 7 contains 8229 members 
Mstep: Class 8 contains 31921 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39203 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157297 members 
Mstep: Class 15 contains 27860 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166396 members 
Mstep: Class 22 contains 88748 members 
Mstep: Class 23 contains 63713 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690096.000000 Penalty: 92242.843750
Iteration 344Q: 28 clusters Score -1.326901e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30165 members 
Mstep: Class 5 contains 180761 members 
Mstep: Class 6 contains 132496 members 
Mstep: Class 7 contains 8229 members 
Mstep: Class 8 contains 31921 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39203 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157292 members 
Mstep: Class 15 contains 27861 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166397 members 
Mstep: Class 22 contains 88749 members 
Mstep: Class 23 contains 63713 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690072.000000 Penalty: 92242.843750
Iteration 345Q: 28 clusters Score -1.326901e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30165 members 
Mstep: Class 5 contains 180760 members 
Mstep: Class 6 contains 132496 members 
Mstep: Class 7 contains 8229 members 
Mstep: Class 8 contains 31921 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39203 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157289 members 
Mstep: Class 15 contains 27862 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166396 members 
Mstep: Class 22 contains 88754 members 
Mstep: Class 23 contains 63712 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690072.000000 Penalty: 92242.843750
Iteration 346Q: 28 clusters Score -1.326901e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30165 members 
Mstep: Class 5 contains 180762 members 
Mstep: Class 6 contains 132496 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31921 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39203 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157290 members 
Mstep: Class 15 contains 27863 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166391 members 
Mstep: Class 22 contains 88754 members 
Mstep: Class 23 contains 63712 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690048.000000 Penalty: 92242.843750
Iteration 347Q: 28 clusters Score -1.3269e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30166 members 
Mstep: Class 5 contains 180762 members 
Mstep: Class 6 contains 132498 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31920 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39203 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157289 members 
Mstep: Class 15 contains 27864 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166391 members 
Mstep: Class 22 contains 88753 members 
Mstep: Class 23 contains 63711 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689992.000000 Penalty: 92242.843750
Iteration 348Q: 28 clusters Score -1.3269e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30167 members 
Mstep: Class 5 contains 180764 members 
Mstep: Class 6 contains 132497 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31919 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39202 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157286 members 
Mstep: Class 15 contains 27864 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166394 members 
Mstep: Class 22 contains 88753 members 
Mstep: Class 23 contains 63711 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690040.000000 Penalty: 92242.843750
Iteration 349Q: 28 clusters Score -1.3269e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30168 members 
Mstep: Class 5 contains 180767 members 
Mstep: Class 6 contains 132498 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31919 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39202 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157285 members 
Mstep: Class 15 contains 27864 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166392 members 
Mstep: Class 22 contains 88751 members 
Mstep: Class 23 contains 63711 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132690000.000000 Penalty: 92242.843750
Iteration 350Q: 28 clusters Score -1.3269e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30168 members 
Mstep: Class 5 contains 180770 members 
Mstep: Class 6 contains 132498 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31919 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39202 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157278 members 
Mstep: Class 15 contains 27865 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166396 members 
Mstep: Class 22 contains 88750 members 
Mstep: Class 23 contains 63711 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689944.000000 Penalty: 92242.843750
Iteration 351Q: 28 clusters Score -1.326899e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30168 members 
Mstep: Class 5 contains 180772 members 
Mstep: Class 6 contains 132498 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31920 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39201 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157277 members 
Mstep: Class 15 contains 27864 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166397 members 
Mstep: Class 22 contains 88749 members 
Mstep: Class 23 contains 63711 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689920.000000 Penalty: 92242.843750
Iteration 352Q: 28 clusters Score -1.326899e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30168 members 
Mstep: Class 5 contains 180772 members 
Mstep: Class 6 contains 132497 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31920 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39201 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157274 members 
Mstep: Class 15 contains 27865 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166398 members 
Mstep: Class 22 contains 88750 members 
Mstep: Class 23 contains 63712 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689936.000000 Penalty: 92242.843750
Iteration 353Q: 28 clusters Score -1.326899e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30167 members 
Mstep: Class 5 contains 180772 members 
Mstep: Class 6 contains 132497 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31920 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39201 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157273 members 
Mstep: Class 15 contains 27865 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166401 members 
Mstep: Class 22 contains 88750 members 
Mstep: Class 23 contains 63711 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689912.000000 Penalty: 92242.843750
Iteration 354Q: 28 clusters Score -1.326899e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30166 members 
Mstep: Class 5 contains 180772 members 
Mstep: Class 6 contains 132497 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31921 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39201 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157271 members 
Mstep: Class 15 contains 27865 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166403 members 
Mstep: Class 22 contains 88750 members 
Mstep: Class 23 contains 63711 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689912.000000 Penalty: 92242.843750
Iteration 355Q: 28 clusters Score -1.326899e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30166 members 
Mstep: Class 5 contains 180773 members 
Mstep: Class 6 contains 132498 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31921 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39201 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157268 members 
Mstep: Class 15 contains 27865 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166404 members 
Mstep: Class 22 contains 88750 members 
Mstep: Class 23 contains 63711 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689896.000000 Penalty: 92242.843750
Iteration 356Q: 28 clusters Score -1.326899e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30166 members 
Mstep: Class 5 contains 180773 members 
Mstep: Class 6 contains 132499 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31921 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39201 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157266 members 
Mstep: Class 15 contains 27865 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166405 members 
Mstep: Class 22 contains 88750 members 
Mstep: Class 23 contains 63711 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689944.000000 Penalty: 92242.843750
Iteration 357Q: 28 clusters Score -1.326899e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30166 members 
Mstep: Class 5 contains 180773 members 
Mstep: Class 6 contains 132498 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31921 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39201 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157266 members 
Mstep: Class 15 contains 27865 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166405 members 
Mstep: Class 22 contains 88751 members 
Mstep: Class 23 contains 63711 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689936.000000 Penalty: 92242.843750
Iteration 358Q: 28 clusters Score -1.326899e+08 nChanged 1
Entering ConstructFrom: 
Score: -132689936.000000 Penalty: 92242.843750
Entering ConstructFrom: 
Trying to split cluster 1 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -75731.757812 Penalty: 1609.322754
	Iteration 0F: 2 clusters Score -75731.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -74088.312500 Penalty: 3218.645508
	Iteration 0F: 3 clusters Score -74088.31 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -74340.945312 Penalty: 3218.645508
	Iteration 1F: 3 clusters Score -74340.95 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -74436.015625 Penalty: 3218.645508
	Iteration 2F: 3 clusters Score -74436.02 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -74551.906250 Penalty: 3218.645508
	Iteration 3Q: 3 clusters Score -74551.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -74652.828125 Penalty: 3218.645508
	Iteration 4F: 3 clusters Score -74652.83 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -74712.914062 Penalty: 3218.645508
	Iteration 5Q: 3 clusters Score -74712.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -74742.914062 Penalty: 3218.645508
	Iteration 6Q: 3 clusters Score -74742.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -74777.078125 Penalty: 3218.645508
	Iteration 7Q: 3 clusters Score -74777.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -74809.796875 Penalty: 3218.645508
	Iteration 8Q: 3 clusters Score -74809.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -74832.835938 Penalty: 3218.645508
	Iteration 9Q: 3 clusters Score -74832.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -74858.671875 Penalty: 3218.645508
	Iteration 10Q: 3 clusters Score -74858.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -74903.796875 Penalty: 3218.645508
	Iteration 11Q: 3 clusters Score -74903.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -74934.765625 Penalty: 3218.645508
	Iteration 12Q: 3 clusters Score -74934.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -74966.804688 Penalty: 3218.645508
	Iteration 13Q: 3 clusters Score -74966.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -75003.539062 Penalty: 3218.645508
	Iteration 14Q: 3 clusters Score -75003.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -75041.281250 Penalty: 3218.645508
	Iteration 15Q: 3 clusters Score -75041.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -75085.171875 Penalty: 3218.645508
	Iteration 16Q: 3 clusters Score -75085.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -75148.992188 Penalty: 3218.645508
	Iteration 17Q: 3 clusters Score -75148.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -75225.898438 Penalty: 3218.645508
	Iteration 18Q: 3 clusters Score -75225.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -75346.250000 Penalty: 3218.645508
	Iteration 19Q: 3 clusters Score -75346.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -75506.195312 Penalty: 3218.645508
	Iteration 20F: 3 clusters Score -75506.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -75653.132812 Penalty: 3218.645508
	Iteration 21Q: 3 clusters Score -75653.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -75716.882812 Penalty: 3218.645508
	Iteration 22Q: 3 clusters Score -75716.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -75762.234375 Penalty: 3218.645508
	Iteration 23Q: 3 clusters Score -75762.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -75783.125000 Penalty: 3218.645508
	Iteration 24Q: 3 clusters Score -75783.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -75802.648438 Penalty: 3218.645508
	Iteration 25Q: 3 clusters Score -75802.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -75813.062500 Penalty: 3218.645508
	Iteration 26Q: 3 clusters Score -75813.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -75813.062500 Penalty: 3218.645508
	Iteration 27F: 3 clusters Score -75813.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30166 members 
Mstep: Class 5 contains 180773 members 
Mstep: Class 6 contains 132498 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31921 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39201 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157265 members 
Mstep: Class 15 contains 27865 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166405 members 
Mstep: Class 22 contains 88752 members 
Mstep: Class 23 contains 63711 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Mstep: Class 28 contains 242 members 
Entering Unmasked Estep 
Score: -132688344.000000 Penalty: 95659.250000
Splitting cluster 1 changes total score from -132689936.000000 to -132688344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -69633.234375 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -69633.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -68089.796875 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -68089.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -68599.054688 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -68599.05 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -69658.421875 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -69658.42 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -70133.812500 Penalty: 3193.125000
	Iteration 3F: 3 clusters Score -70133.81 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -70317.812500 Penalty: 3193.125000
	Iteration 4F: 3 clusters Score -70317.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -70374.898438 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -70374.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -70412.812500 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -70412.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -70421.890625 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -70421.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -70428.179688 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -70428.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -70428.179688 Penalty: 3193.125000
	Iteration 9F: 3 clusters Score -70428.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 532 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30166 members 
Mstep: Class 5 contains 180773 members 
Mstep: Class 6 contains 132498 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31921 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39201 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157265 members 
Mstep: Class 15 contains 27865 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166405 members 
Mstep: Class 22 contains 88752 members 
Mstep: Class 23 contains 63711 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Mstep: Class 28 contains 93 members 
Entering Unmasked Estep 
Score: -132688952.000000 Penalty: 95659.250000
Splitting cluster 2 changes total score from -132689936.000000 to -132688952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Entering Unmasked Estep 
Score: -206385.625000 Penalty: 1811.686646
	Iteration 0F: 2 clusters Score -206385.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -204077.812500 Penalty: 3623.373291
	Iteration 0F: 3 clusters Score -204077.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -204477.515625 Penalty: 3623.373291
	Iteration 1F: 3 clusters Score -204477.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -204607.203125 Penalty: 3623.373291
	Iteration 2F: 3 clusters Score -204607.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -204676.671875 Penalty: 3623.373291
	Iteration 3Q: 3 clusters Score -204676.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -204722.281250 Penalty: 3623.373291
	Iteration 4Q: 3 clusters Score -204722.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -204752.593750 Penalty: 3623.373291
	Iteration 5Q: 3 clusters Score -204752.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -204771.078125 Penalty: 3623.373291
	Iteration 6Q: 3 clusters Score -204771.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -204780.828125 Penalty: 3623.373291
	Iteration 7Q: 3 clusters Score -204780.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -204785.546875 Penalty: 3623.373291
	Iteration 8Q: 3 clusters Score -204785.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -204790.265625 Penalty: 3623.373291
	Iteration 9Q: 3 clusters Score -204790.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -204795.625000 Penalty: 3623.373291
	Iteration 10Q: 3 clusters Score -204795.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -204798.750000 Penalty: 3623.373291
	Iteration 11Q: 3 clusters Score -204798.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -204803.375000 Penalty: 3623.373291
	Iteration 12Q: 3 clusters Score -204803.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -204806.500000 Penalty: 3623.373291
	Iteration 13Q: 3 clusters Score -204806.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -204810.328125 Penalty: 3623.373291
	Iteration 14Q: 3 clusters Score -204810.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -204814.171875 Penalty: 3623.373291
	Iteration 15Q: 3 clusters Score -204814.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -204816.312500 Penalty: 3623.373291
	Iteration 16Q: 3 clusters Score -204816.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -204816.625000 Penalty: 3623.373291
	Iteration 17Q: 3 clusters Score -204816.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -204816.625000 Penalty: 3623.373291
	Iteration 18F: 3 clusters Score -204816.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Entering Unmasked Estep 
Score: -4279956.500000 Penalty: 2557.988525
	Iteration 0F: 2 clusters Score -4279956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -4259345.000000 Penalty: 5115.977051
	Iteration 0F: 3 clusters Score -4259345 nChanged 13556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -4266771.000000 Penalty: 5115.977051
	Iteration 1F: 3 clusters Score -4266771 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -4267321.500000 Penalty: 5115.977051
	Iteration 2Q: 3 clusters Score -4267322 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -4267837.500000 Penalty: 5115.977051
	Iteration 3Q: 3 clusters Score -4267838 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -4268453.500000 Penalty: 5115.977051
	Iteration 4Q: 3 clusters Score -4268454 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -4269111.000000 Penalty: 5115.977051
	Iteration 5Q: 3 clusters Score -4269111 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -4269968.500000 Penalty: 5115.977051
	Iteration 6F: 3 clusters Score -4269968 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -4271157.000000 Penalty: 5115.977051
	Iteration 7F: 3 clusters Score -4271157 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -4272837.000000 Penalty: 5115.977051
	Iteration 8F: 3 clusters Score -4272837 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -4274643.500000 Penalty: 5115.977051
	Iteration 9F: 3 clusters Score -4274644 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -4276229.000000 Penalty: 5115.977051
	Iteration 10F: 3 clusters Score -4276229 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -4277274.000000 Penalty: 5115.977051
	Iteration 11Q: 3 clusters Score -4277274 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -4277755.500000 Penalty: 5115.977051
	Iteration 12Q: 3 clusters Score -4277756 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -4277990.000000 Penalty: 5115.977051
	Iteration 13Q: 3 clusters Score -4277990 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -4278087.500000 Penalty: 5115.977051
	Iteration 14Q: 3 clusters Score -4278088 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -4278148.500000 Penalty: 5115.977051
	Iteration 15Q: 3 clusters Score -4278148 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -4278181.500000 Penalty: 5115.977051
	Iteration 16Q: 3 clusters Score -4278182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 29377 members 
Entering Unmasked Estep 
Score: -4278191.000000 Penalty: 5115.977051
	Iteration 17Q: 3 clusters Score -4278191 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -4278212.000000 Penalty: 5115.977051
	Iteration 18Q: 3 clusters Score -4278212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -4278227.000000 Penalty: 5115.977051
	Iteration 19Q: 3 clusters Score -4278227 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -4278237.500000 Penalty: 5115.977051
	Iteration 20F: 3 clusters Score -4278238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -4278257.000000 Penalty: 5115.977051
	Iteration 21Q: 3 clusters Score -4278257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -4278260.000000 Penalty: 5115.977051
	Iteration 22Q: 3 clusters Score -4278260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -4278270.000000 Penalty: 5115.977051
	Iteration 23Q: 3 clusters Score -4278270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -4278281.000000 Penalty: 5115.977051
	Iteration 24Q: 3 clusters Score -4278281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -4278297.000000 Penalty: 5115.977051
	Iteration 25Q: 3 clusters Score -4278297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -4278300.000000 Penalty: 5115.977051
	Iteration 26Q: 3 clusters Score -4278300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -4278301.500000 Penalty: 5115.977051
	Iteration 27Q: 3 clusters Score -4278302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -4278313.500000 Penalty: 5115.977051
	Iteration 28Q: 3 clusters Score -4278314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -4278321.500000 Penalty: 5115.977051
	Iteration 29Q: 3 clusters Score -4278322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -4278327.500000 Penalty: 5115.977051
	Iteration 30Q: 3 clusters Score -4278328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -4278329.000000 Penalty: 5115.977051
	Iteration 31Q: 3 clusters Score -4278329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -4278337.500000 Penalty: 5115.977051
	Iteration 32Q: 3 clusters Score -4278338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -4278341.000000 Penalty: 5115.977051
	Iteration 33Q: 3 clusters Score -4278341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -4278343.500000 Penalty: 5115.977051
	Iteration 34Q: 3 clusters Score -4278344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -4278343.500000 Penalty: 5115.977051
	Iteration 35Q: 3 clusters Score -4278344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -4278341.500000 Penalty: 5115.977051
	Iteration 36Q: 3 clusters Score -4278342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -4278344.500000 Penalty: 5115.977051
	Iteration 37Q: 3 clusters Score -4278344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -4278346.000000 Penalty: 5115.977051
	Iteration 38Q: 3 clusters Score -4278346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -4278348.500000 Penalty: 5115.977051
	Iteration 39Q: 3 clusters Score -4278348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -4278348.500000 Penalty: 5115.977051
	Iteration 40F: 3 clusters Score -4278348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -4278348.000000 Penalty: 5115.977051
	Iteration 41Q: 3 clusters Score -4278348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -4278352.000000 Penalty: 5115.977051
	Iteration 42Q: 3 clusters Score -4278352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -4278355.500000 Penalty: 5115.977051
	Iteration 43Q: 3 clusters Score -4278356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -4278352.500000 Penalty: 5115.977051
	Iteration 44Q: 3 clusters Score -4278352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -4278352.500000 Penalty: 5115.977051
	Iteration 45F: 3 clusters Score -4278352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (180773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180773 members 
Entering Unmasked Estep 
Score: -25458308.000000 Penalty: 3002.039307
	Iteration 0F: 2 clusters Score -2.545831e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90298 members 
Mstep: Class 2 contains 90475 members 
Entering Unmasked Estep 
Score: -25351516.000000 Penalty: 6004.078613
	Iteration 0F: 3 clusters Score -2.535152e+07 nChanged 86933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88729 members 
Mstep: Class 2 contains 92044 members 
Entering Unmasked Estep 
Score: -25402166.000000 Penalty: 6004.078613
	Iteration 1F: 3 clusters Score -2.540217e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87480 members 
Mstep: Class 2 contains 93293 members 
Entering Unmasked Estep 
Score: -25403210.000000 Penalty: 6004.078613
	Iteration 2Q: 3 clusters Score -2.540321e+07 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85591 members 
Mstep: Class 2 contains 95182 members 
Entering Unmasked Estep 
Score: -25404322.000000 Penalty: 6004.078613
	Iteration 3Q: 3 clusters Score -2.540432e+07 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82971 members 
Mstep: Class 2 contains 97802 members 
Entering Unmasked Estep 
Score: -25405906.000000 Penalty: 6004.078613
	Iteration 4Q: 3 clusters Score -2.540591e+07 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79457 members 
Mstep: Class 2 contains 101316 members 
Entering Unmasked Estep 
Score: -25408420.000000 Penalty: 6004.078613
	Iteration 5Q: 3 clusters Score -2.540842e+07 nChanged 9288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74965 members 
Mstep: Class 2 contains 105808 members 
Entering Unmasked Estep 
Score: -25412490.000000 Penalty: 6004.078613
	Iteration 6F: 3 clusters Score -2.541249e+07 nChanged 10996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70087 members 
Mstep: Class 2 contains 110686 members 
Entering Unmasked Estep 
Score: -25419490.000000 Penalty: 6004.078613
	Iteration 7F: 3 clusters Score -2.541949e+07 nChanged 12248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66035 members 
Mstep: Class 2 contains 114738 members 
Entering Unmasked Estep 
Score: -25428642.000000 Penalty: 6004.078613
	Iteration 8F: 3 clusters Score -2.542864e+07 nChanged 12135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64394 members 
Mstep: Class 2 contains 116379 members 
Entering Unmasked Estep 
Score: -25436620.000000 Penalty: 6004.078613
	Iteration 9F: 3 clusters Score -2.543662e+07 nChanged 9425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64639 members 
Mstep: Class 2 contains 116134 members 
Entering Unmasked Estep 
Score: -25440466.000000 Penalty: 6004.078613
	Iteration 10F: 3 clusters Score -2.544047e+07 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65301 members 
Mstep: Class 2 contains 115472 members 
Entering Unmasked Estep 
Score: -25441326.000000 Penalty: 6004.078613
	Iteration 11Q: 3 clusters Score -2.544133e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66011 members 
Mstep: Class 2 contains 114762 members 
Entering Unmasked Estep 
Score: -25441858.000000 Penalty: 6004.078613
	Iteration 12Q: 3 clusters Score -2.544186e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66717 members 
Mstep: Class 2 contains 114056 members 
Entering Unmasked Estep 
Score: -25442082.000000 Penalty: 6004.078613
	Iteration 13Q: 3 clusters Score -2.544208e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67380 members 
Mstep: Class 2 contains 113393 members 
Entering Unmasked Estep 
Score: -25442250.000000 Penalty: 6004.078613
	Iteration 14Q: 3 clusters Score -2.544225e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68112 members 
Mstep: Class 2 contains 112661 members 
Entering Unmasked Estep 
Score: -25442602.000000 Penalty: 6004.078613
	Iteration 15Q: 3 clusters Score -2.54426e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68820 members 
Mstep: Class 2 contains 111953 members 
Entering Unmasked Estep 
Score: -25442854.000000 Penalty: 6004.078613
	Iteration 16Q: 3 clusters Score -2.544285e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69539 members 
Mstep: Class 2 contains 111234 members 
Entering Unmasked Estep 
Score: -25443134.000000 Penalty: 6004.078613
	Iteration 17Q: 3 clusters Score -2.544313e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70361 members 
Mstep: Class 2 contains 110412 members 
Entering Unmasked Estep 
Score: -25443258.000000 Penalty: 6004.078613
	Iteration 18Q: 3 clusters Score -2.544326e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71192 members 
Mstep: Class 2 contains 109581 members 
Entering Unmasked Estep 
Score: -25443306.000000 Penalty: 6004.078613
	Iteration 19Q: 3 clusters Score -2.544331e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72006 members 
Mstep: Class 2 contains 108767 members 
Entering Unmasked Estep 
Score: -25443416.000000 Penalty: 6004.078613
	Iteration 20F: 3 clusters Score -2.544342e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72835 members 
Mstep: Class 2 contains 107938 members 
Entering Unmasked Estep 
Score: -25443712.000000 Penalty: 6004.078613
	Iteration 21Q: 3 clusters Score -2.544371e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73611 members 
Mstep: Class 2 contains 107162 members 
Entering Unmasked Estep 
Score: -25443850.000000 Penalty: 6004.078613
	Iteration 22Q: 3 clusters Score -2.544385e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74338 members 
Mstep: Class 2 contains 106435 members 
Entering Unmasked Estep 
Score: -25444104.000000 Penalty: 6004.078613
	Iteration 23Q: 3 clusters Score -2.54441e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75068 members 
Mstep: Class 2 contains 105705 members 
Entering Unmasked Estep 
Score: -25444408.000000 Penalty: 6004.078613
	Iteration 24Q: 3 clusters Score -2.544441e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75809 members 
Mstep: Class 2 contains 104964 members 
Entering Unmasked Estep 
Score: -25444734.000000 Penalty: 6004.078613
	Iteration 25Q: 3 clusters Score -2.544473e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76530 members 
Mstep: Class 2 contains 104243 members 
Entering Unmasked Estep 
Score: -25444952.000000 Penalty: 6004.078613
	Iteration 26Q: 3 clusters Score -2.544495e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77301 members 
Mstep: Class 2 contains 103472 members 
Entering Unmasked Estep 
Score: -25445282.000000 Penalty: 6004.078613
	Iteration 27Q: 3 clusters Score -2.544528e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78066 members 
Mstep: Class 2 contains 102707 members 
Entering Unmasked Estep 
Score: -25445532.000000 Penalty: 6004.078613
	Iteration 28Q: 3 clusters Score -2.544553e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78863 members 
Mstep: Class 2 contains 101910 members 
Entering Unmasked Estep 
Score: -25445704.000000 Penalty: 6004.078613
	Iteration 29Q: 3 clusters Score -2.54457e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79612 members 
Mstep: Class 2 contains 101161 members 
Entering Unmasked Estep 
Score: -25445960.000000 Penalty: 6004.078613
	Iteration 30Q: 3 clusters Score -2.544596e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80423 members 
Mstep: Class 2 contains 100350 members 
Entering Unmasked Estep 
Score: -25446204.000000 Penalty: 6004.078613
	Iteration 31Q: 3 clusters Score -2.54462e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81209 members 
Mstep: Class 2 contains 99564 members 
Entering Unmasked Estep 
Score: -25446326.000000 Penalty: 6004.078613
	Iteration 32Q: 3 clusters Score -2.544633e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81981 members 
Mstep: Class 2 contains 98792 members 
Entering Unmasked Estep 
Score: -25446494.000000 Penalty: 6004.078613
	Iteration 33Q: 3 clusters Score -2.544649e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82797 members 
Mstep: Class 2 contains 97976 members 
Entering Unmasked Estep 
Score: -25446720.000000 Penalty: 6004.078613
	Iteration 34Q: 3 clusters Score -2.544672e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83621 members 
Mstep: Class 2 contains 97152 members 
Entering Unmasked Estep 
Score: -25446828.000000 Penalty: 6004.078613
	Iteration 35Q: 3 clusters Score -2.544683e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84484 members 
Mstep: Class 2 contains 96289 members 
Entering Unmasked Estep 
Score: -25447032.000000 Penalty: 6004.078613
	Iteration 36Q: 3 clusters Score -2.544703e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85395 members 
Mstep: Class 2 contains 95378 members 
Entering Unmasked Estep 
Score: -25447348.000000 Penalty: 6004.078613
	Iteration 37Q: 3 clusters Score -2.544735e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86243 members 
Mstep: Class 2 contains 94530 members 
Entering Unmasked Estep 
Score: -25447708.000000 Penalty: 6004.078613
	Iteration 38Q: 3 clusters Score -2.544771e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87045 members 
Mstep: Class 2 contains 93728 members 
Entering Unmasked Estep 
Score: -25448004.000000 Penalty: 6004.078613
	Iteration 39Q: 3 clusters Score -2.5448e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87746 members 
Mstep: Class 2 contains 93027 members 
Entering Unmasked Estep 
Score: -25448258.000000 Penalty: 6004.078613
	Iteration 40F: 3 clusters Score -2.544826e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88330 members 
Mstep: Class 2 contains 92443 members 
Entering Unmasked Estep 
Score: -25448510.000000 Penalty: 6004.078613
	Iteration 41Q: 3 clusters Score -2.544851e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88912 members 
Mstep: Class 2 contains 91861 members 
Entering Unmasked Estep 
Score: -25448654.000000 Penalty: 6004.078613
	Iteration 42Q: 3 clusters Score -2.544865e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89407 members 
Mstep: Class 2 contains 91366 members 
Entering Unmasked Estep 
Score: -25448822.000000 Penalty: 6004.078613
	Iteration 43Q: 3 clusters Score -2.544882e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89956 members 
Mstep: Class 2 contains 90817 members 
Entering Unmasked Estep 
Score: -25449018.000000 Penalty: 6004.078613
	Iteration 44Q: 3 clusters Score -2.544902e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90417 members 
Mstep: Class 2 contains 90356 members 
Entering Unmasked Estep 
Score: -25449102.000000 Penalty: 6004.078613
	Iteration 45Q: 3 clusters Score -2.54491e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90837 members 
Mstep: Class 2 contains 89936 members 
Entering Unmasked Estep 
Score: -25449096.000000 Penalty: 6004.078613
	Iteration 46Q: 3 clusters Score -2.54491e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91277 members 
Mstep: Class 2 contains 89496 members 
Entering Unmasked Estep 
Score: -25449248.000000 Penalty: 6004.078613
	Iteration 47Q: 3 clusters Score -2.544925e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91706 members 
Mstep: Class 2 contains 89067 members 
Entering Unmasked Estep 
Score: -25449330.000000 Penalty: 6004.078613
	Iteration 48Q: 3 clusters Score -2.544933e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92093 members 
Mstep: Class 2 contains 88680 members 
Entering Unmasked Estep 
Score: -25449426.000000 Penalty: 6004.078613
	Iteration 49Q: 3 clusters Score -2.544943e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92425 members 
Mstep: Class 2 contains 88348 members 
Entering Unmasked Estep 
Score: -25449520.000000 Penalty: 6004.078613
	Iteration 50Q: 3 clusters Score -2.544952e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92681 members 
Mstep: Class 2 contains 88092 members 
Entering Unmasked Estep 
Score: -25449486.000000 Penalty: 6004.078613
	Iteration 51Q: 3 clusters Score -2.544949e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92853 members 
Mstep: Class 2 contains 87920 members 
Entering Unmasked Estep 
Score: -25449480.000000 Penalty: 6004.078613
	Iteration 52Q: 3 clusters Score -2.544948e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92995 members 
Mstep: Class 2 contains 87778 members 
Entering Unmasked Estep 
Score: -25449542.000000 Penalty: 6004.078613
	Iteration 53Q: 3 clusters Score -2.544954e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93005 members 
Mstep: Class 2 contains 87768 members 
Entering Unmasked Estep 
Score: -25449596.000000 Penalty: 6004.078613
	Iteration 54Q: 3 clusters Score -2.54496e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92969 members 
Mstep: Class 2 contains 87804 members 
Entering Unmasked Estep 
Score: -25449628.000000 Penalty: 6004.078613
	Iteration 55Q: 3 clusters Score -2.544963e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92961 members 
Mstep: Class 2 contains 87812 members 
Entering Unmasked Estep 
Score: -25449580.000000 Penalty: 6004.078613
	Iteration 56Q: 3 clusters Score -2.544958e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92971 members 
Mstep: Class 2 contains 87802 members 
Entering Unmasked Estep 
Score: -25449558.000000 Penalty: 6004.078613
	Iteration 57Q: 3 clusters Score -2.544956e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92959 members 
Mstep: Class 2 contains 87814 members 
Entering Unmasked Estep 
Score: -25449598.000000 Penalty: 6004.078613
	Iteration 58Q: 3 clusters Score -2.54496e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92974 members 
Mstep: Class 2 contains 87799 members 
Entering Unmasked Estep 
Score: -25449658.000000 Penalty: 6004.078613
	Iteration 59Q: 3 clusters Score -2.544966e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92994 members 
Mstep: Class 2 contains 87779 members 
Entering Unmasked Estep 
Score: -25449682.000000 Penalty: 6004.078613
	Iteration 60F: 3 clusters Score -2.544968e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92966 members 
Mstep: Class 2 contains 87807 members 
Entering Unmasked Estep 
Score: -25449706.000000 Penalty: 6004.078613
	Iteration 61Q: 3 clusters Score -2.544971e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92940 members 
Mstep: Class 2 contains 87833 members 
Entering Unmasked Estep 
Score: -25449670.000000 Penalty: 6004.078613
	Iteration 62Q: 3 clusters Score -2.544967e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92912 members 
Mstep: Class 2 contains 87861 members 
Entering Unmasked Estep 
Score: -25449658.000000 Penalty: 6004.078613
	Iteration 63Q: 3 clusters Score -2.544966e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92856 members 
Mstep: Class 2 contains 87917 members 
Entering Unmasked Estep 
Score: -25449704.000000 Penalty: 6004.078613
	Iteration 64Q: 3 clusters Score -2.54497e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92822 members 
Mstep: Class 2 contains 87951 members 
Entering Unmasked Estep 
Score: -25449698.000000 Penalty: 6004.078613
	Iteration 65Q: 3 clusters Score -2.54497e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92795 members 
Mstep: Class 2 contains 87978 members 
Entering Unmasked Estep 
Score: -25449732.000000 Penalty: 6004.078613
	Iteration 66Q: 3 clusters Score -2.544973e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92759 members 
Mstep: Class 2 contains 88014 members 
Entering Unmasked Estep 
Score: -25449790.000000 Penalty: 6004.078613
	Iteration 67Q: 3 clusters Score -2.544979e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92755 members 
Mstep: Class 2 contains 88018 members 
Entering Unmasked Estep 
Score: -25449774.000000 Penalty: 6004.078613
	Iteration 68Q: 3 clusters Score -2.544977e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92756 members 
Mstep: Class 2 contains 88017 members 
Entering Unmasked Estep 
Score: -25449790.000000 Penalty: 6004.078613
	Iteration 69Q: 3 clusters Score -2.544979e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92758 members 
Mstep: Class 2 contains 88015 members 
Entering Unmasked Estep 
Score: -25449796.000000 Penalty: 6004.078613
	Iteration 70Q: 3 clusters Score -2.54498e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92749 members 
Mstep: Class 2 contains 88024 members 
Entering Unmasked Estep 
Score: -25449826.000000 Penalty: 6004.078613
	Iteration 71Q: 3 clusters Score -2.544983e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92733 members 
Mstep: Class 2 contains 88040 members 
Entering Unmasked Estep 
Score: -25449834.000000 Penalty: 6004.078613
	Iteration 72Q: 3 clusters Score -2.544983e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92740 members 
Mstep: Class 2 contains 88033 members 
Entering Unmasked Estep 
Score: -25449876.000000 Penalty: 6004.078613
	Iteration 73Q: 3 clusters Score -2.544988e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92697 members 
Mstep: Class 2 contains 88076 members 
Entering Unmasked Estep 
Score: -25449894.000000 Penalty: 6004.078613
	Iteration 74Q: 3 clusters Score -2.544989e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92667 members 
Mstep: Class 2 contains 88106 members 
Entering Unmasked Estep 
Score: -25449860.000000 Penalty: 6004.078613
	Iteration 75Q: 3 clusters Score -2.544986e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92631 members 
Mstep: Class 2 contains 88142 members 
Entering Unmasked Estep 
Score: -25449884.000000 Penalty: 6004.078613
	Iteration 76Q: 3 clusters Score -2.544988e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92566 members 
Mstep: Class 2 contains 88207 members 
Entering Unmasked Estep 
Score: -25449874.000000 Penalty: 6004.078613
	Iteration 77Q: 3 clusters Score -2.544987e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92506 members 
Mstep: Class 2 contains 88267 members 
Entering Unmasked Estep 
Score: -25449924.000000 Penalty: 6004.078613
	Iteration 78Q: 3 clusters Score -2.544992e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92450 members 
Mstep: Class 2 contains 88323 members 
Entering Unmasked Estep 
Score: -25449876.000000 Penalty: 6004.078613
	Iteration 79Q: 3 clusters Score -2.544988e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92395 members 
Mstep: Class 2 contains 88378 members 
Entering Unmasked Estep 
Score: -25449866.000000 Penalty: 6004.078613
	Iteration 80F: 3 clusters Score -2.544987e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92357 members 
Mstep: Class 2 contains 88416 members 
Entering Unmasked Estep 
Score: -25449880.000000 Penalty: 6004.078613
	Iteration 81Q: 3 clusters Score -2.544988e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92321 members 
Mstep: Class 2 contains 88452 members 
Entering Unmasked Estep 
Score: -25449838.000000 Penalty: 6004.078613
	Iteration 82Q: 3 clusters Score -2.544984e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92273 members 
Mstep: Class 2 contains 88500 members 
Entering Unmasked Estep 
Score: -25449848.000000 Penalty: 6004.078613
	Iteration 83Q: 3 clusters Score -2.544985e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92247 members 
Mstep: Class 2 contains 88526 members 
Entering Unmasked Estep 
Score: -25449882.000000 Penalty: 6004.078613
	Iteration 84Q: 3 clusters Score -2.544988e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92211 members 
Mstep: Class 2 contains 88562 members 
Entering Unmasked Estep 
Score: -25449936.000000 Penalty: 6004.078613
	Iteration 85Q: 3 clusters Score -2.544994e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92164 members 
Mstep: Class 2 contains 88609 members 
Entering Unmasked Estep 
Score: -25449988.000000 Penalty: 6004.078613
	Iteration 86Q: 3 clusters Score -2.544999e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92103 members 
Mstep: Class 2 contains 88670 members 
Entering Unmasked Estep 
Score: -25450000.000000 Penalty: 6004.078613
	Iteration 87Q: 3 clusters Score -2.545e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92072 members 
Mstep: Class 2 contains 88701 members 
Entering Unmasked Estep 
Score: -25450006.000000 Penalty: 6004.078613
	Iteration 88Q: 3 clusters Score -2.545001e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92044 members 
Mstep: Class 2 contains 88729 members 
Entering Unmasked Estep 
Score: -25449978.000000 Penalty: 6004.078613
	Iteration 89Q: 3 clusters Score -2.544998e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92000 members 
Mstep: Class 2 contains 88773 members 
Entering Unmasked Estep 
Score: -25449956.000000 Penalty: 6004.078613
	Iteration 90Q: 3 clusters Score -2.544996e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91952 members 
Mstep: Class 2 contains 88821 members 
Entering Unmasked Estep 
Score: -25449944.000000 Penalty: 6004.078613
	Iteration 91Q: 3 clusters Score -2.544994e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91900 members 
Mstep: Class 2 contains 88873 members 
Entering Unmasked Estep 
Score: -25449956.000000 Penalty: 6004.078613
	Iteration 92Q: 3 clusters Score -2.544996e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91851 members 
Mstep: Class 2 contains 88922 members 
Entering Unmasked Estep 
Score: -25450002.000000 Penalty: 6004.078613
	Iteration 93Q: 3 clusters Score -2.545e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91810 members 
Mstep: Class 2 contains 88963 members 
Entering Unmasked Estep 
Score: -25449984.000000 Penalty: 6004.078613
	Iteration 94Q: 3 clusters Score -2.544998e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91777 members 
Mstep: Class 2 contains 88996 members 
Entering Unmasked Estep 
Score: -25450014.000000 Penalty: 6004.078613
	Iteration 95Q: 3 clusters Score -2.545001e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91747 members 
Mstep: Class 2 contains 89026 members 
Entering Unmasked Estep 
Score: -25450006.000000 Penalty: 6004.078613
	Iteration 96Q: 3 clusters Score -2.545001e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91710 members 
Mstep: Class 2 contains 89063 members 
Entering Unmasked Estep 
Score: -25450008.000000 Penalty: 6004.078613
	Iteration 97Q: 3 clusters Score -2.545001e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91668 members 
Mstep: Class 2 contains 89105 members 
Entering Unmasked Estep 
Score: -25449994.000000 Penalty: 6004.078613
	Iteration 98Q: 3 clusters Score -2.544999e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91633 members 
Mstep: Class 2 contains 89140 members 
Entering Unmasked Estep 
Score: -25449978.000000 Penalty: 6004.078613
	Iteration 99Q: 3 clusters Score -2.544998e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91615 members 
Mstep: Class 2 contains 89158 members 
Entering Unmasked Estep 
Score: -25449974.000000 Penalty: 6004.078613
	Iteration 100F: 3 clusters Score -2.544997e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91599 members 
Mstep: Class 2 contains 89174 members 
Entering Unmasked Estep 
Score: -25449976.000000 Penalty: 6004.078613
	Iteration 101Q: 3 clusters Score -2.544998e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91587 members 
Mstep: Class 2 contains 89186 members 
Entering Unmasked Estep 
Score: -25449940.000000 Penalty: 6004.078613
	Iteration 102Q: 3 clusters Score -2.544994e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91572 members 
Mstep: Class 2 contains 89201 members 
Entering Unmasked Estep 
Score: -25449950.000000 Penalty: 6004.078613
	Iteration 103Q: 3 clusters Score -2.544995e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91554 members 
Mstep: Class 2 contains 89219 members 
Entering Unmasked Estep 
Score: -25449930.000000 Penalty: 6004.078613
	Iteration 104Q: 3 clusters Score -2.544993e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91544 members 
Mstep: Class 2 contains 89229 members 
Entering Unmasked Estep 
Score: -25449950.000000 Penalty: 6004.078613
	Iteration 105Q: 3 clusters Score -2.544995e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91533 members 
Mstep: Class 2 contains 89240 members 
Entering Unmasked Estep 
Score: -25449952.000000 Penalty: 6004.078613
	Iteration 106Q: 3 clusters Score -2.544995e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91523 members 
Mstep: Class 2 contains 89250 members 
Entering Unmasked Estep 
Score: -25449960.000000 Penalty: 6004.078613
	Iteration 107Q: 3 clusters Score -2.544996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91519 members 
Mstep: Class 2 contains 89254 members 
Entering Unmasked Estep 
Score: -25449968.000000 Penalty: 6004.078613
	Iteration 108Q: 3 clusters Score -2.544997e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91517 members 
Mstep: Class 2 contains 89256 members 
Entering Unmasked Estep 
Score: -25449976.000000 Penalty: 6004.078613
	Iteration 109Q: 3 clusters Score -2.544998e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91515 members 
Mstep: Class 2 contains 89258 members 
Entering Unmasked Estep 
Score: -25449978.000000 Penalty: 6004.078613
	Iteration 110Q: 3 clusters Score -2.544998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91513 members 
Mstep: Class 2 contains 89260 members 
Entering Unmasked Estep 
Score: -25449956.000000 Penalty: 6004.078613
	Iteration 111Q: 3 clusters Score -2.544996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91510 members 
Mstep: Class 2 contains 89263 members 
Entering Unmasked Estep 
Score: -25449940.000000 Penalty: 6004.078613
	Iteration 112Q: 3 clusters Score -2.544994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91507 members 
Mstep: Class 2 contains 89266 members 
Entering Unmasked Estep 
Score: -25449954.000000 Penalty: 6004.078613
	Iteration 113Q: 3 clusters Score -2.544995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91505 members 
Mstep: Class 2 contains 89268 members 
Entering Unmasked Estep 
Score: -25449950.000000 Penalty: 6004.078613
	Iteration 114Q: 3 clusters Score -2.544995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91506 members 
Mstep: Class 2 contains 89267 members 
Entering Unmasked Estep 
Score: -25449950.000000 Penalty: 6004.078613
	Iteration 115Q: 3 clusters Score -2.544995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91505 members 
Mstep: Class 2 contains 89268 members 
Entering Unmasked Estep 
Score: -25449956.000000 Penalty: 6004.078613
	Iteration 116Q: 3 clusters Score -2.544996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91504 members 
Mstep: Class 2 contains 89269 members 
Entering Unmasked Estep 
Score: -25449958.000000 Penalty: 6004.078613
	Iteration 117Q: 3 clusters Score -2.544996e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91504 members 
Mstep: Class 2 contains 89269 members 
Entering Unmasked Estep 
Score: -25449958.000000 Penalty: 6004.078613
	Iteration 118F: 3 clusters Score -2.544996e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (132498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132498 members 
Entering Unmasked Estep 
Score: -18758310.000000 Penalty: 2924.992188
	Iteration 0F: 2 clusters Score -1.875831e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66009 members 
Mstep: Class 2 contains 66489 members 
Entering Unmasked Estep 
Score: -18674768.000000 Penalty: 5849.984375
	Iteration 0F: 3 clusters Score -1.867477e+07 nChanged 63201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64196 members 
Mstep: Class 2 contains 68302 members 
Entering Unmasked Estep 
Score: -18711024.000000 Penalty: 5849.984375
	Iteration 1F: 3 clusters Score -1.871102e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62841 members 
Mstep: Class 2 contains 69657 members 
Entering Unmasked Estep 
Score: -18711816.000000 Penalty: 5849.984375
	Iteration 2Q: 3 clusters Score -1.871182e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60714 members 
Mstep: Class 2 contains 71784 members 
Entering Unmasked Estep 
Score: -18712780.000000 Penalty: 5849.984375
	Iteration 3Q: 3 clusters Score -1.871278e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57427 members 
Mstep: Class 2 contains 75071 members 
Entering Unmasked Estep 
Score: -18714518.000000 Penalty: 5849.984375
	Iteration 4Q: 3 clusters Score -1.871452e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52523 members 
Mstep: Class 2 contains 79975 members 
Entering Unmasked Estep 
Score: -18717352.000000 Penalty: 5849.984375
	Iteration 5Q: 3 clusters Score -1.871735e+07 nChanged 8034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45297 members 
Mstep: Class 2 contains 87201 members 
Entering Unmasked Estep 
Score: -18722100.000000 Penalty: 5849.984375
	Iteration 6F: 3 clusters Score -1.87221e+07 nChanged 10214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35579 members 
Mstep: Class 2 contains 96919 members 
Entering Unmasked Estep 
Score: -18729188.000000 Penalty: 5849.984375
	Iteration 7F: 3 clusters Score -1.872919e+07 nChanged 11317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 108022 members 
Entering Unmasked Estep 
Score: -18738050.000000 Penalty: 5849.984375
	Iteration 8F: 3 clusters Score -1.873805e+07 nChanged 9917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 117883 members 
Entering Unmasked Estep 
Score: -18745914.000000 Penalty: 5849.984375
	Iteration 9F: 3 clusters Score -1.874591e+07 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 124427 members 
Entering Unmasked Estep 
Score: -18751360.000000 Penalty: 5849.984375
	Iteration 10Q: 3 clusters Score -1.875136e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 127826 members 
Entering Unmasked Estep 
Score: -18754264.000000 Penalty: 5849.984375
	Iteration 11Q: 3 clusters Score -1.875426e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 129253 members 
Entering Unmasked Estep 
Score: -18755724.000000 Penalty: 5849.984375
	Iteration 12Q: 3 clusters Score -1.875572e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 129799 members 
Entering Unmasked Estep 
Score: -18756426.000000 Penalty: 5849.984375
	Iteration 13Q: 3 clusters Score -1.875643e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 130098 members 
Entering Unmasked Estep 
Score: -18756730.000000 Penalty: 5849.984375
	Iteration 14Q: 3 clusters Score -1.875673e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 130285 members 
Entering Unmasked Estep 
Score: -18756872.000000 Penalty: 5849.984375
	Iteration 15Q: 3 clusters Score -1.875687e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 130427 members 
Entering Unmasked Estep 
Score: -18756934.000000 Penalty: 5849.984375
	Iteration 16Q: 3 clusters Score -1.875693e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 130526 members 
Entering Unmasked Estep 
Score: -18757020.000000 Penalty: 5849.984375
	Iteration 17Q: 3 clusters Score -1.875702e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 130581 members 
Entering Unmasked Estep 
Score: -18757018.000000 Penalty: 5849.984375
	Iteration 18Q: 3 clusters Score -1.875702e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 130635 members 
Entering Unmasked Estep 
Score: -18757052.000000 Penalty: 5849.984375
	Iteration 19Q: 3 clusters Score -1.875705e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 130679 members 
Entering Unmasked Estep 
Score: -18757054.000000 Penalty: 5849.984375
	Iteration 20F: 3 clusters Score -1.875705e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 130710 members 
Entering Unmasked Estep 
Score: -18757054.000000 Penalty: 5849.984375
	Iteration 21Q: 3 clusters Score -1.875705e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 130743 members 
Entering Unmasked Estep 
Score: -18757100.000000 Penalty: 5849.984375
	Iteration 22Q: 3 clusters Score -1.87571e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 130773 members 
Entering Unmasked Estep 
Score: -18757074.000000 Penalty: 5849.984375
	Iteration 23Q: 3 clusters Score -1.875707e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 130803 members 
Entering Unmasked Estep 
Score: -18757078.000000 Penalty: 5849.984375
	Iteration 24Q: 3 clusters Score -1.875708e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 130823 members 
Entering Unmasked Estep 
Score: -18757098.000000 Penalty: 5849.984375
	Iteration 25Q: 3 clusters Score -1.87571e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 130834 members 
Entering Unmasked Estep 
Score: -18757106.000000 Penalty: 5849.984375
	Iteration 26Q: 3 clusters Score -1.875711e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 130846 members 
Entering Unmasked Estep 
Score: -18757102.000000 Penalty: 5849.984375
	Iteration 27Q: 3 clusters Score -1.87571e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 130857 members 
Entering Unmasked Estep 
Score: -18757096.000000 Penalty: 5849.984375
	Iteration 28Q: 3 clusters Score -1.87571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 130862 members 
Entering Unmasked Estep 
Score: -18757098.000000 Penalty: 5849.984375
	Iteration 29Q: 3 clusters Score -1.87571e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 130869 members 
Entering Unmasked Estep 
Score: -18757102.000000 Penalty: 5849.984375
	Iteration 30Q: 3 clusters Score -1.87571e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 130875 members 
Entering Unmasked Estep 
Score: -18757112.000000 Penalty: 5849.984375
	Iteration 31Q: 3 clusters Score -1.875711e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 130878 members 
Entering Unmasked Estep 
Score: -18757108.000000 Penalty: 5849.984375
	Iteration 32Q: 3 clusters Score -1.875711e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 130878 members 
Entering Unmasked Estep 
Score: -18757108.000000 Penalty: 5849.984375
	Iteration 33F: 3 clusters Score -1.875711e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Entering Unmasked Estep 
Score: -1116317.125000 Penalty: 2235.854248
	Iteration 0F: 2 clusters Score -1116317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1109773.250000 Penalty: 4471.708496
	Iteration 0F: 3 clusters Score -1109773 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1111515.375000 Penalty: 4471.708496
	Iteration 1F: 3 clusters Score -1111515 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1111774.125000 Penalty: 4471.708496
	Iteration 2F: 3 clusters Score -1111774 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1111962.375000 Penalty: 4471.708496
	Iteration 3Q: 3 clusters Score -1111962 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1112136.875000 Penalty: 4471.708496
	Iteration 4Q: 3 clusters Score -1112137 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1112313.750000 Penalty: 4471.708496
	Iteration 5Q: 3 clusters Score -1112314 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1112475.125000 Penalty: 4471.708496
	Iteration 6Q: 3 clusters Score -1112475 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1112662.750000 Penalty: 4471.708496
	Iteration 7Q: 3 clusters Score -1112663 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1112951.750000 Penalty: 4471.708496
	Iteration 8Q: 3 clusters Score -1112952 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1113269.750000 Penalty: 4471.708496
	Iteration 9Q: 3 clusters Score -1113270 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1113587.125000 Penalty: 4471.708496
	Iteration 10Q: 3 clusters Score -1113587 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1113863.250000 Penalty: 4471.708496
	Iteration 11Q: 3 clusters Score -1113863 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1114095.625000 Penalty: 4471.708496
	Iteration 12Q: 3 clusters Score -1114096 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1114252.750000 Penalty: 4471.708496
	Iteration 13Q: 3 clusters Score -1114253 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1114342.000000 Penalty: 4471.708496
	Iteration 14Q: 3 clusters Score -1114342 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1114418.000000 Penalty: 4471.708496
	Iteration 15Q: 3 clusters Score -1114418 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1114483.000000 Penalty: 4471.708496
	Iteration 16Q: 3 clusters Score -1114483 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1114530.250000 Penalty: 4471.708496
	Iteration 17Q: 3 clusters Score -1114530 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1114557.625000 Penalty: 4471.708496
	Iteration 18Q: 3 clusters Score -1114558 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1114574.250000 Penalty: 4471.708496
	Iteration 19Q: 3 clusters Score -1114574 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1114591.250000 Penalty: 4471.708496
	Iteration 20F: 3 clusters Score -1114591 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1114604.375000 Penalty: 4471.708496
	Iteration 21Q: 3 clusters Score -1114604 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1114620.125000 Penalty: 4471.708496
	Iteration 22Q: 3 clusters Score -1114620 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1114630.875000 Penalty: 4471.708496
	Iteration 23Q: 3 clusters Score -1114631 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1114645.250000 Penalty: 4471.708496
	Iteration 24Q: 3 clusters Score -1114645 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1114652.625000 Penalty: 4471.708496
	Iteration 25Q: 3 clusters Score -1114653 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1114660.000000 Penalty: 4471.708496
	Iteration 26Q: 3 clusters Score -1114660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1114666.000000 Penalty: 4471.708496
	Iteration 27Q: 3 clusters Score -1114666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1114670.250000 Penalty: 4471.708496
	Iteration 28Q: 3 clusters Score -1114670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1114674.625000 Penalty: 4471.708496
	Iteration 29Q: 3 clusters Score -1114675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1114674.500000 Penalty: 4471.708496
	Iteration 30Q: 3 clusters Score -1114674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1114678.125000 Penalty: 4471.708496
	Iteration 31Q: 3 clusters Score -1114678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1114682.750000 Penalty: 4471.708496
	Iteration 32Q: 3 clusters Score -1114683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1114688.125000 Penalty: 4471.708496
	Iteration 33Q: 3 clusters Score -1114688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1114696.000000 Penalty: 4471.708496
	Iteration 34Q: 3 clusters Score -1114696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1114700.875000 Penalty: 4471.708496
	Iteration 35Q: 3 clusters Score -1114701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1114703.000000 Penalty: 4471.708496
	Iteration 36Q: 3 clusters Score -1114703 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1114705.000000 Penalty: 4471.708496
	Iteration 37Q: 3 clusters Score -1114705 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1114715.000000 Penalty: 4471.708496
	Iteration 38Q: 3 clusters Score -1114715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1114720.750000 Penalty: 4471.708496
	Iteration 39Q: 3 clusters Score -1114721 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1114728.000000 Penalty: 4471.708496
	Iteration 40F: 3 clusters Score -1114728 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1114740.000000 Penalty: 4471.708496
	Iteration 41Q: 3 clusters Score -1114740 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1114752.125000 Penalty: 4471.708496
	Iteration 42Q: 3 clusters Score -1114752 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1114771.250000 Penalty: 4471.708496
	Iteration 43Q: 3 clusters Score -1114771 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1114797.500000 Penalty: 4471.708496
	Iteration 44Q: 3 clusters Score -1114798 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1114829.000000 Penalty: 4471.708496
	Iteration 45Q: 3 clusters Score -1114829 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1114854.000000 Penalty: 4471.708496
	Iteration 46Q: 3 clusters Score -1114854 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1114894.250000 Penalty: 4471.708496
	Iteration 47Q: 3 clusters Score -1114894 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1114947.125000 Penalty: 4471.708496
	Iteration 48Q: 3 clusters Score -1114947 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1115038.375000 Penalty: 4471.708496
	Iteration 49Q: 3 clusters Score -1115038 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1115125.500000 Penalty: 4471.708496
	Iteration 50Q: 3 clusters Score -1115126 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1115167.750000 Penalty: 4471.708496
	Iteration 51Q: 3 clusters Score -1115168 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1115190.125000 Penalty: 4471.708496
	Iteration 52Q: 3 clusters Score -1115190 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1115203.375000 Penalty: 4471.708496
	Iteration 53Q: 3 clusters Score -1115203 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1115214.500000 Penalty: 4471.708496
	Iteration 54Q: 3 clusters Score -1115214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1115218.625000 Penalty: 4471.708496
	Iteration 55Q: 3 clusters Score -1115219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1115221.625000 Penalty: 4471.708496
	Iteration 56Q: 3 clusters Score -1115222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1115222.250000 Penalty: 4471.708496
	Iteration 57Q: 3 clusters Score -1115222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1115223.750000 Penalty: 4471.708496
	Iteration 58Q: 3 clusters Score -1115224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1115223.250000 Penalty: 4471.708496
	Iteration 59Q: 3 clusters Score -1115223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1115224.250000 Penalty: 4471.708496
	Iteration 60F: 3 clusters Score -1115224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1115225.375000 Penalty: 4471.708496
	Iteration 61Q: 3 clusters Score -1115225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1115226.250000 Penalty: 4471.708496
	Iteration 62Q: 3 clusters Score -1115226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1115226.250000 Penalty: 4471.708496
	Iteration 63F: 3 clusters Score -1115226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Entering Unmasked Estep 
Score: -4517995.000000 Penalty: 2572.012695
	Iteration 0F: 2 clusters Score -4517995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -4496213.500000 Penalty: 5144.025391
	Iteration 0F: 3 clusters Score -4496214 nChanged 14349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -4504010.500000 Penalty: 5144.025391
	Iteration 1F: 3 clusters Score -4504010 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -4504494.000000 Penalty: 5144.025391
	Iteration 2Q: 3 clusters Score -4504494 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -4504921.500000 Penalty: 5144.025391
	Iteration 3Q: 3 clusters Score -4504922 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -4505418.000000 Penalty: 5144.025391
	Iteration 4Q: 3 clusters Score -4505418 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -4505970.500000 Penalty: 5144.025391
	Iteration 5Q: 3 clusters Score -4505970 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -4506771.000000 Penalty: 5144.025391
	Iteration 6Q: 3 clusters Score -4506771 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -4507939.000000 Penalty: 5144.025391
	Iteration 7F: 3 clusters Score -4507939 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -4509592.500000 Penalty: 5144.025391
	Iteration 8F: 3 clusters Score -4509592 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -4511491.500000 Penalty: 5144.025391
	Iteration 9F: 3 clusters Score -4511492 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -4513412.000000 Penalty: 5144.025391
	Iteration 10F: 3 clusters Score -4513412 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -4514682.000000 Penalty: 5144.025391
	Iteration 11Q: 3 clusters Score -4514682 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -4515288.000000 Penalty: 5144.025391
	Iteration 12Q: 3 clusters Score -4515288 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -4515553.500000 Penalty: 5144.025391
	Iteration 13Q: 3 clusters Score -4515554 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
Score: -4515681.000000 Penalty: 5144.025391
	Iteration 14Q: 3 clusters Score -4515681 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -4515743.500000 Penalty: 5144.025391
	Iteration 15Q: 3 clusters Score -4515744 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -4515774.000000 Penalty: 5144.025391
	Iteration 16Q: 3 clusters Score -4515774 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -4515803.500000 Penalty: 5144.025391
	Iteration 17Q: 3 clusters Score -4515804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -4515823.000000 Penalty: 5144.025391
	Iteration 18Q: 3 clusters Score -4515823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -4515834.000000 Penalty: 5144.025391
	Iteration 19Q: 3 clusters Score -4515834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -4515836.500000 Penalty: 5144.025391
	Iteration 20F: 3 clusters Score -4515836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -4515842.500000 Penalty: 5144.025391
	Iteration 21Q: 3 clusters Score -4515842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -4515843.000000 Penalty: 5144.025391
	Iteration 22Q: 3 clusters Score -4515843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -4515849.500000 Penalty: 5144.025391
	Iteration 23Q: 3 clusters Score -4515850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -4515850.000000 Penalty: 5144.025391
	Iteration 24Q: 3 clusters Score -4515850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -4515850.000000 Penalty: 5144.025391
	Iteration 25F: 3 clusters Score -4515850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Entering Unmasked Estep 
Score: -2562108.000000 Penalty: 2431.966309
	Iteration 0F: 2 clusters Score -2562108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -2549289.000000 Penalty: 4863.932617
	Iteration 0F: 3 clusters Score -2549289 nChanged 7932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2553596.000000 Penalty: 4863.932617
	Iteration 1F: 3 clusters Score -2553596 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -2553967.500000 Penalty: 4863.932617
	Iteration 2F: 3 clusters Score -2553968 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -2554288.500000 Penalty: 4863.932617
	Iteration 3Q: 3 clusters Score -2554288 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2554575.250000 Penalty: 4863.932617
	Iteration 4Q: 3 clusters Score -2554575 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2554905.500000 Penalty: 4863.932617
	Iteration 5Q: 3 clusters Score -2554906 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -2555347.750000 Penalty: 4863.932617
	Iteration 6Q: 3 clusters Score -2555348 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -2555827.250000 Penalty: 4863.932617
	Iteration 7Q: 3 clusters Score -2555827 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -2556412.750000 Penalty: 4863.932617
	Iteration 8F: 3 clusters Score -2556413 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -2557137.250000 Penalty: 4863.932617
	Iteration 9F: 3 clusters Score -2557137 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -2557961.000000 Penalty: 4863.932617
	Iteration 10F: 3 clusters Score -2557961 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -2558688.250000 Penalty: 4863.932617
	Iteration 11Q: 3 clusters Score -2558688 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -2559223.500000 Penalty: 4863.932617
	Iteration 12Q: 3 clusters Score -2559224 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -2559552.250000 Penalty: 4863.932617
	Iteration 13Q: 3 clusters Score -2559552 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -2559750.250000 Penalty: 4863.932617
	Iteration 14Q: 3 clusters Score -2559750 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -2559879.250000 Penalty: 4863.932617
	Iteration 15Q: 3 clusters Score -2559879 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -2559940.750000 Penalty: 4863.932617
	Iteration 16Q: 3 clusters Score -2559941 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -2559985.500000 Penalty: 4863.932617
	Iteration 17Q: 3 clusters Score -2559986 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -2560010.000000 Penalty: 4863.932617
	Iteration 18Q: 3 clusters Score -2560010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -2560018.500000 Penalty: 4863.932617
	Iteration 19Q: 3 clusters Score -2560018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -2560021.000000 Penalty: 4863.932617
	Iteration 20F: 3 clusters Score -2560021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -2560021.000000 Penalty: 4863.932617
	Iteration 21Q: 3 clusters Score -2560021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -2560020.750000 Penalty: 4863.932617
	Iteration 22Q: 3 clusters Score -2560021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -2560023.750000 Penalty: 4863.932617
	Iteration 23Q: 3 clusters Score -2560024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -2560021.250000 Penalty: 4863.932617
	Iteration 24Q: 3 clusters Score -2560021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -2560024.250000 Penalty: 4863.932617
	Iteration 25Q: 3 clusters Score -2560024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -2560024.250000 Penalty: 4863.932617
	Iteration 26F: 3 clusters Score -2560024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Entering Unmasked Estep 
Score: -77580.429688 Penalty: 1573.282349
	Iteration 0F: 2 clusters Score -77580.43 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 298 members 
Entering Unmasked Estep 
Score: -75977.507812 Penalty: 3146.564697
	Iteration 0F: 3 clusters Score -75977.51 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -76138.882812 Penalty: 3146.564697
	Iteration 1F: 3 clusters Score -76138.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -76195.234375 Penalty: 3146.564697
	Iteration 2Q: 3 clusters Score -76195.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -76225.789062 Penalty: 3146.564697
	Iteration 3Q: 3 clusters Score -76225.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -76237.257812 Penalty: 3146.564697
	Iteration 4Q: 3 clusters Score -76237.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -76244.101562 Penalty: 3146.564697
	Iteration 5Q: 3 clusters Score -76244.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -76245.765625 Penalty: 3146.564697
	Iteration 6Q: 3 clusters Score -76245.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -76245.765625 Penalty: 3146.564697
	Iteration 7F: 3 clusters Score -76245.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Entering Unmasked Estep 
Score: -5374111.500000 Penalty: 2622.961670
	Iteration 0F: 2 clusters Score -5374112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -5347488.000000 Penalty: 5245.923340
	Iteration 0F: 3 clusters Score -5347488 nChanged 18000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -5357601.000000 Penalty: 5245.923340
	Iteration 1F: 3 clusters Score -5357601 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -5358296.000000 Penalty: 5245.923340
	Iteration 2Q: 3 clusters Score -5358296 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -5359103.500000 Penalty: 5245.923340
	Iteration 3Q: 3 clusters Score -5359104 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -5360292.500000 Penalty: 5245.923340
	Iteration 4F: 3 clusters Score -5360292 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -5362018.000000 Penalty: 5245.923340
	Iteration 5F: 3 clusters Score -5362018 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -5364505.000000 Penalty: 5245.923340
	Iteration 6F: 3 clusters Score -5364505 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -5367263.000000 Penalty: 5245.923340
	Iteration 7F: 3 clusters Score -5367263 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -5369509.000000 Penalty: 5245.923340
	Iteration 8F: 3 clusters Score -5369509 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 38080 members 
Entering Unmasked Estep 
Score: -5370817.000000 Penalty: 5245.923340
	Iteration 9Q: 3 clusters Score -5370817 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 38647 members 
Entering Unmasked Estep 
Score: -5371382.500000 Penalty: 5245.923340
	Iteration 10Q: 3 clusters Score -5371382 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -5371579.500000 Penalty: 5245.923340
	Iteration 11Q: 3 clusters Score -5371580 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 38917 members 
Entering Unmasked Estep 
Score: -5371678.000000 Penalty: 5245.923340
	Iteration 12Q: 3 clusters Score -5371678 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -5371725.000000 Penalty: 5245.923340
	Iteration 13Q: 3 clusters Score -5371725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -5371751.000000 Penalty: 5245.923340
	Iteration 14Q: 3 clusters Score -5371751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 38969 members 
Entering Unmasked Estep 
Score: -5371769.500000 Penalty: 5245.923340
	Iteration 15Q: 3 clusters Score -5371770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 38973 members 
Entering Unmasked Estep 
Score: -5371788.000000 Penalty: 5245.923340
	Iteration 16Q: 3 clusters Score -5371788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -5371788.500000 Penalty: 5245.923340
	Iteration 17Q: 3 clusters Score -5371788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -5371792.500000 Penalty: 5245.923340
	Iteration 18Q: 3 clusters Score -5371792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 38982 members 
Entering Unmasked Estep 
Score: -5371797.500000 Penalty: 5245.923340
	Iteration 19Q: 3 clusters Score -5371798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 38980 members 
Entering Unmasked Estep 
Score: -5371800.500000 Penalty: 5245.923340
	Iteration 20F: 3 clusters Score -5371800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Entering Unmasked Estep 
Score: -107382.343750 Penalty: 1651.186768
	Iteration 0F: 2 clusters Score -107382.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -105603.062500 Penalty: 3302.373535
	Iteration 0F: 3 clusters Score -105603.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -105806.406250 Penalty: 3302.373535
	Iteration 1F: 3 clusters Score -105806.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -105862.125000 Penalty: 3302.373535
	Iteration 2Q: 3 clusters Score -105862.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -105890.117188 Penalty: 3302.373535
	Iteration 3Q: 3 clusters Score -105890.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -105908.117188 Penalty: 3302.373535
	Iteration 4Q: 3 clusters Score -105908.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -105916.890625 Penalty: 3302.373535
	Iteration 5Q: 3 clusters Score -105916.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -105921.414062 Penalty: 3302.373535
	Iteration 6Q: 3 clusters Score -105921.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -105921.414062 Penalty: 3302.373535
	Iteration 7F: 3 clusters Score -105921.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -83711.242188 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -83711.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -82097.382812 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -82097.38 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -82312.796875 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -82312.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -82404.507812 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -82404.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -82458.257812 Penalty: 3193.125000
	Iteration 3Q: 3 clusters Score -82458.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -82478.031250 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -82478.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -82496.273438 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -82496.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -82514.859375 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -82514.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -82533.757812 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -82533.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -82540.093750 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -82540.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -82545.328125 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -82545.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -82551.328125 Penalty: 3193.125000
	Iteration 10Q: 3 clusters Score -82551.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -82551.968750 Penalty: 3193.125000
	Iteration 11Q: 3 clusters Score -82551.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -82552.796875 Penalty: 3193.125000
	Iteration 12Q: 3 clusters Score -82552.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -82552.796875 Penalty: 3193.125000
	Iteration 13F: 3 clusters Score -82552.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (157265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157265 members 
Entering Unmasked Estep 
Score: -21965012.000000 Penalty: 2967.490479
	Iteration 0F: 2 clusters Score -2.196501e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78517 members 
Mstep: Class 2 contains 78748 members 
Entering Unmasked Estep 
Score: -21861776.000000 Penalty: 5934.980957
	Iteration 0F: 3 clusters Score -2.186178e+07 nChanged 75263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76460 members 
Mstep: Class 2 contains 80805 members 
Entering Unmasked Estep 
Score: -21905524.000000 Penalty: 5934.980957
	Iteration 1F: 3 clusters Score -2.190552e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75538 members 
Mstep: Class 2 contains 81727 members 
Entering Unmasked Estep 
Score: -21906660.000000 Penalty: 5934.980957
	Iteration 2Q: 3 clusters Score -2.190666e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74099 members 
Mstep: Class 2 contains 83166 members 
Entering Unmasked Estep 
Score: -21908542.000000 Penalty: 5934.980957
	Iteration 3Q: 3 clusters Score -2.190854e+07 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72048 members 
Mstep: Class 2 contains 85217 members 
Entering Unmasked Estep 
Score: -21911192.000000 Penalty: 5934.980957
	Iteration 4Q: 3 clusters Score -2.191119e+07 nChanged 7211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69615 members 
Mstep: Class 2 contains 87650 members 
Entering Unmasked Estep 
Score: -21914610.000000 Penalty: 5934.980957
	Iteration 5Q: 3 clusters Score -2.191461e+07 nChanged 8429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66984 members 
Mstep: Class 2 contains 90281 members 
Entering Unmasked Estep 
Score: -21919716.000000 Penalty: 5934.980957
	Iteration 6F: 3 clusters Score -2.191972e+07 nChanged 9528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64554 members 
Mstep: Class 2 contains 92711 members 
Entering Unmasked Estep 
Score: -21926394.000000 Penalty: 5934.980957
	Iteration 7F: 3 clusters Score -2.192639e+07 nChanged 10481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62837 members 
Mstep: Class 2 contains 94428 members 
Entering Unmasked Estep 
Score: -21934062.000000 Penalty: 5934.980957
	Iteration 8F: 3 clusters Score -2.193406e+07 nChanged 9948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61917 members 
Mstep: Class 2 contains 95348 members 
Entering Unmasked Estep 
Score: -21940350.000000 Penalty: 5934.980957
	Iteration 9F: 3 clusters Score -2.194035e+07 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61440 members 
Mstep: Class 2 contains 95825 members 
Entering Unmasked Estep 
Score: -21943678.000000 Penalty: 5934.980957
	Iteration 10Q: 3 clusters Score -2.194368e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61021 members 
Mstep: Class 2 contains 96244 members 
Entering Unmasked Estep 
Score: -21944766.000000 Penalty: 5934.980957
	Iteration 11Q: 3 clusters Score -2.194477e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60641 members 
Mstep: Class 2 contains 96624 members 
Entering Unmasked Estep 
Score: -21945064.000000 Penalty: 5934.980957
	Iteration 12Q: 3 clusters Score -2.194506e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60325 members 
Mstep: Class 2 contains 96940 members 
Entering Unmasked Estep 
Score: -21945508.000000 Penalty: 5934.980957
	Iteration 13Q: 3 clusters Score -2.194551e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59983 members 
Mstep: Class 2 contains 97282 members 
Entering Unmasked Estep 
Score: -21945780.000000 Penalty: 5934.980957
	Iteration 14Q: 3 clusters Score -2.194578e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 97654 members 
Entering Unmasked Estep 
Score: -21946116.000000 Penalty: 5934.980957
	Iteration 15Q: 3 clusters Score -2.194612e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59196 members 
Mstep: Class 2 contains 98069 members 
Entering Unmasked Estep 
Score: -21946388.000000 Penalty: 5934.980957
	Iteration 16Q: 3 clusters Score -2.194639e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58752 members 
Mstep: Class 2 contains 98513 members 
Entering Unmasked Estep 
Score: -21946680.000000 Penalty: 5934.980957
	Iteration 17Q: 3 clusters Score -2.194668e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58339 members 
Mstep: Class 2 contains 98926 members 
Entering Unmasked Estep 
Score: -21946980.000000 Penalty: 5934.980957
	Iteration 18Q: 3 clusters Score -2.194698e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57883 members 
Mstep: Class 2 contains 99382 members 
Entering Unmasked Estep 
Score: -21947412.000000 Penalty: 5934.980957
	Iteration 19Q: 3 clusters Score -2.194741e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57496 members 
Mstep: Class 2 contains 99769 members 
Entering Unmasked Estep 
Score: -21947772.000000 Penalty: 5934.980957
	Iteration 20F: 3 clusters Score -2.194777e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57102 members 
Mstep: Class 2 contains 100163 members 
Entering Unmasked Estep 
Score: -21948138.000000 Penalty: 5934.980957
	Iteration 21Q: 3 clusters Score -2.194814e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56716 members 
Mstep: Class 2 contains 100549 members 
Entering Unmasked Estep 
Score: -21948360.000000 Penalty: 5934.980957
	Iteration 22Q: 3 clusters Score -2.194836e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56308 members 
Mstep: Class 2 contains 100957 members 
Entering Unmasked Estep 
Score: -21948620.000000 Penalty: 5934.980957
	Iteration 23Q: 3 clusters Score -2.194862e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55908 members 
Mstep: Class 2 contains 101357 members 
Entering Unmasked Estep 
Score: -21948864.000000 Penalty: 5934.980957
	Iteration 24Q: 3 clusters Score -2.194886e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55517 members 
Mstep: Class 2 contains 101748 members 
Entering Unmasked Estep 
Score: -21949176.000000 Penalty: 5934.980957
	Iteration 25Q: 3 clusters Score -2.194918e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55160 members 
Mstep: Class 2 contains 102105 members 
Entering Unmasked Estep 
Score: -21949348.000000 Penalty: 5934.980957
	Iteration 26Q: 3 clusters Score -2.194935e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54714 members 
Mstep: Class 2 contains 102551 members 
Entering Unmasked Estep 
Score: -21949528.000000 Penalty: 5934.980957
	Iteration 27Q: 3 clusters Score -2.194953e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54199 members 
Mstep: Class 2 contains 103066 members 
Entering Unmasked Estep 
Score: -21949724.000000 Penalty: 5934.980957
	Iteration 28Q: 3 clusters Score -2.194972e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53633 members 
Mstep: Class 2 contains 103632 members 
Entering Unmasked Estep 
Score: -21949988.000000 Penalty: 5934.980957
	Iteration 29Q: 3 clusters Score -2.194999e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53020 members 
Mstep: Class 2 contains 104245 members 
Entering Unmasked Estep 
Score: -21950128.000000 Penalty: 5934.980957
	Iteration 30Q: 3 clusters Score -2.195013e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52379 members 
Mstep: Class 2 contains 104886 members 
Entering Unmasked Estep 
Score: -21950336.000000 Penalty: 5934.980957
	Iteration 31Q: 3 clusters Score -2.195034e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51755 members 
Mstep: Class 2 contains 105510 members 
Entering Unmasked Estep 
Score: -21950584.000000 Penalty: 5934.980957
	Iteration 32Q: 3 clusters Score -2.195058e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51100 members 
Mstep: Class 2 contains 106165 members 
Entering Unmasked Estep 
Score: -21950734.000000 Penalty: 5934.980957
	Iteration 33Q: 3 clusters Score -2.195073e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50482 members 
Mstep: Class 2 contains 106783 members 
Entering Unmasked Estep 
Score: -21950898.000000 Penalty: 5934.980957
	Iteration 34Q: 3 clusters Score -2.19509e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49893 members 
Mstep: Class 2 contains 107372 members 
Entering Unmasked Estep 
Score: -21951130.000000 Penalty: 5934.980957
	Iteration 35Q: 3 clusters Score -2.195113e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49283 members 
Mstep: Class 2 contains 107982 members 
Entering Unmasked Estep 
Score: -21951358.000000 Penalty: 5934.980957
	Iteration 36Q: 3 clusters Score -2.195136e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48673 members 
Mstep: Class 2 contains 108592 members 
Entering Unmasked Estep 
Score: -21951470.000000 Penalty: 5934.980957
	Iteration 37Q: 3 clusters Score -2.195147e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48061 members 
Mstep: Class 2 contains 109204 members 
Entering Unmasked Estep 
Score: -21951510.000000 Penalty: 5934.980957
	Iteration 38Q: 3 clusters Score -2.195151e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47473 members 
Mstep: Class 2 contains 109792 members 
Entering Unmasked Estep 
Score: -21951644.000000 Penalty: 5934.980957
	Iteration 39Q: 3 clusters Score -2.195164e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46909 members 
Mstep: Class 2 contains 110356 members 
Entering Unmasked Estep 
Score: -21951730.000000 Penalty: 5934.980957
	Iteration 40F: 3 clusters Score -2.195173e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46361 members 
Mstep: Class 2 contains 110904 members 
Entering Unmasked Estep 
Score: -21951844.000000 Penalty: 5934.980957
	Iteration 41Q: 3 clusters Score -2.195184e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45839 members 
Mstep: Class 2 contains 111426 members 
Entering Unmasked Estep 
Score: -21951876.000000 Penalty: 5934.980957
	Iteration 42Q: 3 clusters Score -2.195188e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 111958 members 
Entering Unmasked Estep 
Score: -21951924.000000 Penalty: 5934.980957
	Iteration 43Q: 3 clusters Score -2.195192e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 112478 members 
Entering Unmasked Estep 
Score: -21952008.000000 Penalty: 5934.980957
	Iteration 44Q: 3 clusters Score -2.195201e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44225 members 
Mstep: Class 2 contains 113040 members 
Entering Unmasked Estep 
Score: -21952100.000000 Penalty: 5934.980957
	Iteration 45Q: 3 clusters Score -2.19521e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 113587 members 
Entering Unmasked Estep 
Score: -21952196.000000 Penalty: 5934.980957
	Iteration 46Q: 3 clusters Score -2.19522e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 114195 members 
Entering Unmasked Estep 
Score: -21952226.000000 Penalty: 5934.980957
	Iteration 47Q: 3 clusters Score -2.195223e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42468 members 
Mstep: Class 2 contains 114797 members 
Entering Unmasked Estep 
Score: -21952402.000000 Penalty: 5934.980957
	Iteration 48Q: 3 clusters Score -2.19524e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 115357 members 
Entering Unmasked Estep 
Score: -21952498.000000 Penalty: 5934.980957
	Iteration 49Q: 3 clusters Score -2.19525e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 115885 members 
Entering Unmasked Estep 
Score: -21952564.000000 Penalty: 5934.980957
	Iteration 50Q: 3 clusters Score -2.195256e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 116425 members 
Entering Unmasked Estep 
Score: -21952662.000000 Penalty: 5934.980957
	Iteration 51Q: 3 clusters Score -2.195266e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 116919 members 
Entering Unmasked Estep 
Score: -21952760.000000 Penalty: 5934.980957
	Iteration 52Q: 3 clusters Score -2.195276e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39869 members 
Mstep: Class 2 contains 117396 members 
Entering Unmasked Estep 
Score: -21952828.000000 Penalty: 5934.980957
	Iteration 53Q: 3 clusters Score -2.195283e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 117904 members 
Entering Unmasked Estep 
Score: -21952946.000000 Penalty: 5934.980957
	Iteration 54Q: 3 clusters Score -2.195295e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Mstep: Class 2 contains 118437 members 
Entering Unmasked Estep 
Score: -21953012.000000 Penalty: 5934.980957
	Iteration 55Q: 3 clusters Score -2.195301e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 118941 members 
Entering Unmasked Estep 
Score: -21953144.000000 Penalty: 5934.980957
	Iteration 56Q: 3 clusters Score -2.195314e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 119462 members 
Entering Unmasked Estep 
Score: -21953250.000000 Penalty: 5934.980957
	Iteration 57Q: 3 clusters Score -2.195325e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 120000 members 
Entering Unmasked Estep 
Score: -21953288.000000 Penalty: 5934.980957
	Iteration 58Q: 3 clusters Score -2.195329e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 120554 members 
Entering Unmasked Estep 
Score: -21953350.000000 Penalty: 5934.980957
	Iteration 59Q: 3 clusters Score -2.195335e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 121168 members 
Entering Unmasked Estep 
Score: -21953414.000000 Penalty: 5934.980957
	Iteration 60F: 3 clusters Score -2.195341e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35478 members 
Mstep: Class 2 contains 121787 members 
Entering Unmasked Estep 
Score: -21953440.000000 Penalty: 5934.980957
	Iteration 61Q: 3 clusters Score -2.195344e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 122410 members 
Entering Unmasked Estep 
Score: -21953548.000000 Penalty: 5934.980957
	Iteration 62Q: 3 clusters Score -2.195355e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 123065 members 
Entering Unmasked Estep 
Score: -21953690.000000 Penalty: 5934.980957
	Iteration 63Q: 3 clusters Score -2.195369e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 123748 members 
Entering Unmasked Estep 
Score: -21953816.000000 Penalty: 5934.980957
	Iteration 64Q: 3 clusters Score -2.195382e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32828 members 
Mstep: Class 2 contains 124437 members 
Entering Unmasked Estep 
Score: -21953828.000000 Penalty: 5934.980957
	Iteration 65Q: 3 clusters Score -2.195383e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32142 members 
Mstep: Class 2 contains 125123 members 
Entering Unmasked Estep 
Score: -21953920.000000 Penalty: 5934.980957
	Iteration 66Q: 3 clusters Score -2.195392e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 125781 members 
Entering Unmasked Estep 
Score: -21954002.000000 Penalty: 5934.980957
	Iteration 67Q: 3 clusters Score -2.1954e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 126475 members 
Entering Unmasked Estep 
Score: -21954076.000000 Penalty: 5934.980957
	Iteration 68Q: 3 clusters Score -2.195408e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 127166 members 
Entering Unmasked Estep 
Score: -21954210.000000 Penalty: 5934.980957
	Iteration 69Q: 3 clusters Score -2.195421e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 127877 members 
Entering Unmasked Estep 
Score: -21954306.000000 Penalty: 5934.980957
	Iteration 70Q: 3 clusters Score -2.195431e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 128548 members 
Entering Unmasked Estep 
Score: -21954502.000000 Penalty: 5934.980957
	Iteration 71Q: 3 clusters Score -2.19545e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 129257 members 
Entering Unmasked Estep 
Score: -21954638.000000 Penalty: 5934.980957
	Iteration 72Q: 3 clusters Score -2.195464e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 129990 members 
Entering Unmasked Estep 
Score: -21954866.000000 Penalty: 5934.980957
	Iteration 73Q: 3 clusters Score -2.195487e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 130763 members 
Entering Unmasked Estep 
Score: -21954994.000000 Penalty: 5934.980957
	Iteration 74Q: 3 clusters Score -2.195499e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 131529 members 
Entering Unmasked Estep 
Score: -21955144.000000 Penalty: 5934.980957
	Iteration 75Q: 3 clusters Score -2.195514e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 132353 members 
Entering Unmasked Estep 
Score: -21955250.000000 Penalty: 5934.980957
	Iteration 76Q: 3 clusters Score -2.195525e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 133199 members 
Entering Unmasked Estep 
Score: -21955428.000000 Penalty: 5934.980957
	Iteration 77Q: 3 clusters Score -2.195543e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 134065 members 
Entering Unmasked Estep 
Score: -21955586.000000 Penalty: 5934.980957
	Iteration 78Q: 3 clusters Score -2.195559e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 134915 members 
Entering Unmasked Estep 
Score: -21955766.000000 Penalty: 5934.980957
	Iteration 79Q: 3 clusters Score -2.195577e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 135747 members 
Entering Unmasked Estep 
Score: -21955980.000000 Penalty: 5934.980957
	Iteration 80F: 3 clusters Score -2.195598e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 136549 members 
Entering Unmasked Estep 
Score: -21956144.000000 Penalty: 5934.980957
	Iteration 81Q: 3 clusters Score -2.195614e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 137377 members 
Entering Unmasked Estep 
Score: -21956302.000000 Penalty: 5934.980957
	Iteration 82Q: 3 clusters Score -2.19563e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 138240 members 
Entering Unmasked Estep 
Score: -21956526.000000 Penalty: 5934.980957
	Iteration 83Q: 3 clusters Score -2.195653e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 139115 members 
Entering Unmasked Estep 
Score: -21956744.000000 Penalty: 5934.980957
	Iteration 84Q: 3 clusters Score -2.195674e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 139947 members 
Entering Unmasked Estep 
Score: -21957008.000000 Penalty: 5934.980957
	Iteration 85Q: 3 clusters Score -2.195701e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 140781 members 
Entering Unmasked Estep 
Score: -21957158.000000 Penalty: 5934.980957
	Iteration 86Q: 3 clusters Score -2.195716e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 141633 members 
Entering Unmasked Estep 
Score: -21957368.000000 Penalty: 5934.980957
	Iteration 87Q: 3 clusters Score -2.195737e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 142486 members 
Entering Unmasked Estep 
Score: -21957536.000000 Penalty: 5934.980957
	Iteration 88Q: 3 clusters Score -2.195754e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 143349 members 
Entering Unmasked Estep 
Score: -21957774.000000 Penalty: 5934.980957
	Iteration 89Q: 3 clusters Score -2.195777e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 144217 members 
Entering Unmasked Estep 
Score: -21958010.000000 Penalty: 5934.980957
	Iteration 90Q: 3 clusters Score -2.195801e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 145096 members 
Entering Unmasked Estep 
Score: -21958330.000000 Penalty: 5934.980957
	Iteration 91Q: 3 clusters Score -2.195833e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 145968 members 
Entering Unmasked Estep 
Score: -21958658.000000 Penalty: 5934.980957
	Iteration 92Q: 3 clusters Score -2.195866e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 146840 members 
Entering Unmasked Estep 
Score: -21958964.000000 Penalty: 5934.980957
	Iteration 93Q: 3 clusters Score -2.195896e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 147711 members 
Entering Unmasked Estep 
Score: -21959352.000000 Penalty: 5934.980957
	Iteration 94Q: 3 clusters Score -2.195935e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 148533 members 
Entering Unmasked Estep 
Score: -21959664.000000 Penalty: 5934.980957
	Iteration 95Q: 3 clusters Score -2.195966e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 149289 members 
Entering Unmasked Estep 
Score: -21959964.000000 Penalty: 5934.980957
	Iteration 96Q: 3 clusters Score -2.195996e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 149972 members 
Entering Unmasked Estep 
Score: -21960276.000000 Penalty: 5934.980957
	Iteration 97Q: 3 clusters Score -2.196028e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 150601 members 
Entering Unmasked Estep 
Score: -21960494.000000 Penalty: 5934.980957
	Iteration 98Q: 3 clusters Score -2.196049e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 151134 members 
Entering Unmasked Estep 
Score: -21960690.000000 Penalty: 5934.980957
	Iteration 99Q: 3 clusters Score -2.196069e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 151622 members 
Entering Unmasked Estep 
Score: -21960832.000000 Penalty: 5934.980957
	Iteration 100F: 3 clusters Score -2.196083e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 152065 members 
Entering Unmasked Estep 
Score: -21960952.000000 Penalty: 5934.980957
	Iteration 101Q: 3 clusters Score -2.196095e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 152440 members 
Entering Unmasked Estep 
Score: -21961106.000000 Penalty: 5934.980957
	Iteration 102Q: 3 clusters Score -2.196111e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 152778 members 
Entering Unmasked Estep 
Score: -21961266.000000 Penalty: 5934.980957
	Iteration 103Q: 3 clusters Score -2.196127e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 153078 members 
Entering Unmasked Estep 
Score: -21961464.000000 Penalty: 5934.980957
	Iteration 104Q: 3 clusters Score -2.196146e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 153359 members 
Entering Unmasked Estep 
Score: -21961498.000000 Penalty: 5934.980957
	Iteration 105Q: 3 clusters Score -2.19615e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 153589 members 
Entering Unmasked Estep 
Score: -21961642.000000 Penalty: 5934.980957
	Iteration 106Q: 3 clusters Score -2.196164e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 153796 members 
Entering Unmasked Estep 
Score: -21961718.000000 Penalty: 5934.980957
	Iteration 107Q: 3 clusters Score -2.196172e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 153983 members 
Entering Unmasked Estep 
Score: -21961802.000000 Penalty: 5934.980957
	Iteration 108Q: 3 clusters Score -2.19618e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 154156 members 
Entering Unmasked Estep 
Score: -21961948.000000 Penalty: 5934.980957
	Iteration 109Q: 3 clusters Score -2.196195e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 154300 members 
Entering Unmasked Estep 
Score: -21961966.000000 Penalty: 5934.980957
	Iteration 110Q: 3 clusters Score -2.196197e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 154414 members 
Entering Unmasked Estep 
Score: -21961984.000000 Penalty: 5934.980957
	Iteration 111Q: 3 clusters Score -2.196198e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 154528 members 
Entering Unmasked Estep 
Score: -21962024.000000 Penalty: 5934.980957
	Iteration 112Q: 3 clusters Score -2.196202e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 154632 members 
Entering Unmasked Estep 
Score: -21962050.000000 Penalty: 5934.980957
	Iteration 113Q: 3 clusters Score -2.196205e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 154728 members 
Entering Unmasked Estep 
Score: -21962072.000000 Penalty: 5934.980957
	Iteration 114Q: 3 clusters Score -2.196207e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 154810 members 
Entering Unmasked Estep 
Score: -21962116.000000 Penalty: 5934.980957
	Iteration 115Q: 3 clusters Score -2.196212e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 154901 members 
Entering Unmasked Estep 
Score: -21962186.000000 Penalty: 5934.980957
	Iteration 116Q: 3 clusters Score -2.196219e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 154977 members 
Entering Unmasked Estep 
Score: -21962204.000000 Penalty: 5934.980957
	Iteration 117Q: 3 clusters Score -2.19622e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 155043 members 
Entering Unmasked Estep 
Score: -21962256.000000 Penalty: 5934.980957
	Iteration 118Q: 3 clusters Score -2.196226e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 155097 members 
Entering Unmasked Estep 
Score: -21962256.000000 Penalty: 5934.980957
	Iteration 119Q: 3 clusters Score -2.196226e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 155142 members 
Entering Unmasked Estep 
Score: -21962284.000000 Penalty: 5934.980957
	Iteration 120F: 3 clusters Score -2.196228e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 155178 members 
Entering Unmasked Estep 
Score: -21962278.000000 Penalty: 5934.980957
	Iteration 121Q: 3 clusters Score -2.196228e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 155208 members 
Entering Unmasked Estep 
Score: -21962286.000000 Penalty: 5934.980957
	Iteration 122Q: 3 clusters Score -2.196229e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 155250 members 
Entering Unmasked Estep 
Score: -21962308.000000 Penalty: 5934.980957
	Iteration 123Q: 3 clusters Score -2.196231e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 155283 members 
Entering Unmasked Estep 
Score: -21962306.000000 Penalty: 5934.980957
	Iteration 124Q: 3 clusters Score -2.196231e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 155307 members 
Entering Unmasked Estep 
Score: -21962326.000000 Penalty: 5934.980957
	Iteration 125Q: 3 clusters Score -2.196233e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 155328 members 
Entering Unmasked Estep 
Score: -21962330.000000 Penalty: 5934.980957
	Iteration 126Q: 3 clusters Score -2.196233e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 155339 members 
Entering Unmasked Estep 
Score: -21962320.000000 Penalty: 5934.980957
	Iteration 127Q: 3 clusters Score -2.196232e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 155353 members 
Entering Unmasked Estep 
Score: -21962314.000000 Penalty: 5934.980957
	Iteration 128Q: 3 clusters Score -2.196231e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 155363 members 
Entering Unmasked Estep 
Score: -21962320.000000 Penalty: 5934.980957
	Iteration 129Q: 3 clusters Score -2.196232e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 155373 members 
Entering Unmasked Estep 
Score: -21962318.000000 Penalty: 5934.980957
	Iteration 130Q: 3 clusters Score -2.196232e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 155381 members 
Entering Unmasked Estep 
Score: -21962326.000000 Penalty: 5934.980957
	Iteration 131Q: 3 clusters Score -2.196233e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 155386 members 
Entering Unmasked Estep 
Score: -21962324.000000 Penalty: 5934.980957
	Iteration 132Q: 3 clusters Score -2.196232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 155388 members 
Entering Unmasked Estep 
Score: -21962322.000000 Penalty: 5934.980957
	Iteration 133Q: 3 clusters Score -2.196232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 155391 members 
Entering Unmasked Estep 
Score: -21962316.000000 Penalty: 5934.980957
	Iteration 134Q: 3 clusters Score -2.196232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 155394 members 
Entering Unmasked Estep 
Score: -21962320.000000 Penalty: 5934.980957
	Iteration 135Q: 3 clusters Score -2.196232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 155397 members 
Entering Unmasked Estep 
Score: -21962322.000000 Penalty: 5934.980957
	Iteration 136Q: 3 clusters Score -2.196232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 155403 members 
Entering Unmasked Estep 
Score: -21962310.000000 Penalty: 5934.980957
	Iteration 137Q: 3 clusters Score -2.196231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 155407 members 
Entering Unmasked Estep 
Score: -21962310.000000 Penalty: 5934.980957
	Iteration 138Q: 3 clusters Score -2.196231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 155411 members 
Entering Unmasked Estep 
Score: -21962310.000000 Penalty: 5934.980957
	Iteration 139Q: 3 clusters Score -2.196231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 155415 members 
Entering Unmasked Estep 
Score: -21962298.000000 Penalty: 5934.980957
	Iteration 140F: 3 clusters Score -2.19623e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 155422 members 
Entering Unmasked Estep 
Score: -21962298.000000 Penalty: 5934.980957
	Iteration 141Q: 3 clusters Score -2.19623e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 155436 members 
Entering Unmasked Estep 
Score: -21962300.000000 Penalty: 5934.980957
	Iteration 142Q: 3 clusters Score -2.19623e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 155449 members 
Entering Unmasked Estep 
Score: -21962332.000000 Penalty: 5934.980957
	Iteration 143Q: 3 clusters Score -2.196233e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 155471 members 
Entering Unmasked Estep 
Score: -21962360.000000 Penalty: 5934.980957
	Iteration 144Q: 3 clusters Score -2.196236e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 155496 members 
Entering Unmasked Estep 
Score: -21962358.000000 Penalty: 5934.980957
	Iteration 145Q: 3 clusters Score -2.196236e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 155508 members 
Entering Unmasked Estep 
Score: -21962362.000000 Penalty: 5934.980957
	Iteration 146Q: 3 clusters Score -2.196236e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 155520 members 
Entering Unmasked Estep 
Score: -21962386.000000 Penalty: 5934.980957
	Iteration 147Q: 3 clusters Score -2.196239e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 155529 members 
Entering Unmasked Estep 
Score: -21962384.000000 Penalty: 5934.980957
	Iteration 148Q: 3 clusters Score -2.196238e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 155541 members 
Entering Unmasked Estep 
Score: -21962378.000000 Penalty: 5934.980957
	Iteration 149Q: 3 clusters Score -2.196238e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 155549 members 
Entering Unmasked Estep 
Score: -21962360.000000 Penalty: 5934.980957
	Iteration 150Q: 3 clusters Score -2.196236e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 155560 members 
Entering Unmasked Estep 
Score: -21962358.000000 Penalty: 5934.980957
	Iteration 151Q: 3 clusters Score -2.196236e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 155572 members 
Entering Unmasked Estep 
Score: -21962356.000000 Penalty: 5934.980957
	Iteration 152Q: 3 clusters Score -2.196236e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 155588 members 
Entering Unmasked Estep 
Score: -21962362.000000 Penalty: 5934.980957
	Iteration 153Q: 3 clusters Score -2.196236e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 155601 members 
Entering Unmasked Estep 
Score: -21962356.000000 Penalty: 5934.980957
	Iteration 154Q: 3 clusters Score -2.196236e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 155611 members 
Entering Unmasked Estep 
Score: -21962374.000000 Penalty: 5934.980957
	Iteration 155Q: 3 clusters Score -2.196237e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 155627 members 
Entering Unmasked Estep 
Score: -21962382.000000 Penalty: 5934.980957
	Iteration 156Q: 3 clusters Score -2.196238e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 155643 members 
Entering Unmasked Estep 
Score: -21962368.000000 Penalty: 5934.980957
	Iteration 157Q: 3 clusters Score -2.196237e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 155657 members 
Entering Unmasked Estep 
Score: -21962390.000000 Penalty: 5934.980957
	Iteration 158Q: 3 clusters Score -2.196239e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 155671 members 
Entering Unmasked Estep 
Score: -21962400.000000 Penalty: 5934.980957
	Iteration 159Q: 3 clusters Score -2.19624e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 155680 members 
Entering Unmasked Estep 
Score: -21962406.000000 Penalty: 5934.980957
	Iteration 160F: 3 clusters Score -2.196241e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 155687 members 
Entering Unmasked Estep 
Score: -21962382.000000 Penalty: 5934.980957
	Iteration 161Q: 3 clusters Score -2.196238e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 155691 members 
Entering Unmasked Estep 
Score: -21962400.000000 Penalty: 5934.980957
	Iteration 162Q: 3 clusters Score -2.19624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 155694 members 
Entering Unmasked Estep 
Score: -21962412.000000 Penalty: 5934.980957
	Iteration 163Q: 3 clusters Score -2.196241e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 155696 members 
Entering Unmasked Estep 
Score: -21962404.000000 Penalty: 5934.980957
	Iteration 164Q: 3 clusters Score -2.19624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 155701 members 
Entering Unmasked Estep 
Score: -21962408.000000 Penalty: 5934.980957
	Iteration 165Q: 3 clusters Score -2.196241e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 155704 members 
Entering Unmasked Estep 
Score: -21962408.000000 Penalty: 5934.980957
	Iteration 166Q: 3 clusters Score -2.196241e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 155705 members 
Entering Unmasked Estep 
Score: -21962418.000000 Penalty: 5934.980957
	Iteration 167Q: 3 clusters Score -2.196242e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 155704 members 
Entering Unmasked Estep 
Score: -21962406.000000 Penalty: 5934.980957
	Iteration 168Q: 3 clusters Score -2.196241e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 155705 members 
Entering Unmasked Estep 
Score: -21962418.000000 Penalty: 5934.980957
	Iteration 169Q: 3 clusters Score -2.196242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 155708 members 
Entering Unmasked Estep 
Score: -21962410.000000 Penalty: 5934.980957
	Iteration 170Q: 3 clusters Score -2.196241e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 155714 members 
Entering Unmasked Estep 
Score: -21962408.000000 Penalty: 5934.980957
	Iteration 171Q: 3 clusters Score -2.196241e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 155716 members 
Entering Unmasked Estep 
Score: -21962392.000000 Penalty: 5934.980957
	Iteration 172Q: 3 clusters Score -2.196239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 155718 members 
Entering Unmasked Estep 
Score: -21962416.000000 Penalty: 5934.980957
	Iteration 173Q: 3 clusters Score -2.196242e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 155723 members 
Entering Unmasked Estep 
Score: -21962418.000000 Penalty: 5934.980957
	Iteration 174Q: 3 clusters Score -2.196242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 155725 members 
Entering Unmasked Estep 
Score: -21962418.000000 Penalty: 5934.980957
	Iteration 175Q: 3 clusters Score -2.196242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 155725 members 
Entering Unmasked Estep 
Score: -21962418.000000 Penalty: 5934.980957
	Iteration 176F: 3 clusters Score -2.196242e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Entering Unmasked Estep 
Score: -3963152.500000 Penalty: 2538.311279
	Iteration 0F: 2 clusters Score -3963152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -3944021.750000 Penalty: 5076.622559
	Iteration 0F: 3 clusters Score -3944022 nChanged 12363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -3950626.750000 Penalty: 5076.622559
	Iteration 1F: 3 clusters Score -3950627 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -3950966.750000 Penalty: 5076.622559
	Iteration 2Q: 3 clusters Score -3950967 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -3951265.500000 Penalty: 5076.622559
	Iteration 3Q: 3 clusters Score -3951266 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -3951528.000000 Penalty: 5076.622559
	Iteration 4Q: 3 clusters Score -3951528 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -3951808.000000 Penalty: 5076.622559
	Iteration 5Q: 3 clusters Score -3951808 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -3952126.000000 Penalty: 5076.622559
	Iteration 6Q: 3 clusters Score -3952126 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -3952565.250000 Penalty: 5076.622559
	Iteration 7Q: 3 clusters Score -3952565 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -3953234.500000 Penalty: 5076.622559
	Iteration 8Q: 3 clusters Score -3953234 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -3954296.750000 Penalty: 5076.622559
	Iteration 9F: 3 clusters Score -3954297 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -3955786.750000 Penalty: 5076.622559
	Iteration 10F: 3 clusters Score -3955787 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -3957409.750000 Penalty: 5076.622559
	Iteration 11F: 3 clusters Score -3957410 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -3958879.500000 Penalty: 5076.622559
	Iteration 12F: 3 clusters Score -3958880 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3959827.000000 Penalty: 5076.622559
	Iteration 13Q: 3 clusters Score -3959827 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3960389.000000 Penalty: 5076.622559
	Iteration 14Q: 3 clusters Score -3960389 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3960658.750000 Penalty: 5076.622559
	Iteration 15Q: 3 clusters Score -3960659 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3960796.250000 Penalty: 5076.622559
	Iteration 16Q: 3 clusters Score -3960796 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3960879.500000 Penalty: 5076.622559
	Iteration 17Q: 3 clusters Score -3960880 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3960938.000000 Penalty: 5076.622559
	Iteration 18Q: 3 clusters Score -3960938 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3960968.500000 Penalty: 5076.622559
	Iteration 19Q: 3 clusters Score -3960968 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3961010.500000 Penalty: 5076.622559
	Iteration 20F: 3 clusters Score -3961010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3961020.500000 Penalty: 5076.622559
	Iteration 21Q: 3 clusters Score -3961020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3961035.000000 Penalty: 5076.622559
	Iteration 22Q: 3 clusters Score -3961035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3961035.500000 Penalty: 5076.622559
	Iteration 23Q: 3 clusters Score -3961036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3961043.500000 Penalty: 5076.622559
	Iteration 24Q: 3 clusters Score -3961044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3961048.250000 Penalty: 5076.622559
	Iteration 25Q: 3 clusters Score -3961048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3961050.750000 Penalty: 5076.622559
	Iteration 26Q: 3 clusters Score -3961051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3961049.250000 Penalty: 5076.622559
	Iteration 27Q: 3 clusters Score -3961049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3961056.500000 Penalty: 5076.622559
	Iteration 28Q: 3 clusters Score -3961056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3961054.000000 Penalty: 5076.622559
	Iteration 29Q: 3 clusters Score -3961054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3961050.250000 Penalty: 5076.622559
	Iteration 30Q: 3 clusters Score -3961050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3961054.750000 Penalty: 5076.622559
	Iteration 31Q: 3 clusters Score -3961055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3961054.750000 Penalty: 5076.622559
	Iteration 32F: 3 clusters Score -3961055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Entering Unmasked Estep 
Score: -420772.875000 Penalty: 1997.679077
	Iteration 0F: 2 clusters Score -420772.9 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 1585 members 
Entering Unmasked Estep 
Score: -417393.468750 Penalty: 3995.358154
	Iteration 0F: 3 clusters Score -417393.5 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -418289.031250 Penalty: 3995.358154
	Iteration 1F: 3 clusters Score -418289 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -418681.781250 Penalty: 3995.358154
	Iteration 2F: 3 clusters Score -418681.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -419087.875000 Penalty: 3995.358154
	Iteration 3F: 3 clusters Score -419087.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -419459.656250 Penalty: 3995.358154
	Iteration 4F: 3 clusters Score -419459.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -419738.562500 Penalty: 3995.358154
	Iteration 5F: 3 clusters Score -419738.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -419925.187500 Penalty: 3995.358154
	Iteration 6Q: 3 clusters Score -419925.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -420038.343750 Penalty: 3995.358154
	Iteration 7Q: 3 clusters Score -420038.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -420102.531250 Penalty: 3995.358154
	Iteration 8Q: 3 clusters Score -420102.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -420155.781250 Penalty: 3995.358154
	Iteration 9Q: 3 clusters Score -420155.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -420203.937500 Penalty: 3995.358154
	Iteration 10Q: 3 clusters Score -420203.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -420240.875000 Penalty: 3995.358154
	Iteration 11Q: 3 clusters Score -420240.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -420256.593750 Penalty: 3995.358154
	Iteration 12Q: 3 clusters Score -420256.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -420263.968750 Penalty: 3995.358154
	Iteration 13Q: 3 clusters Score -420264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -420273.687500 Penalty: 3995.358154
	Iteration 14Q: 3 clusters Score -420273.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -420282.843750 Penalty: 3995.358154
	Iteration 15Q: 3 clusters Score -420282.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -420291.593750 Penalty: 3995.358154
	Iteration 16Q: 3 clusters Score -420291.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -420295.937500 Penalty: 3995.358154
	Iteration 17Q: 3 clusters Score -420295.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -420300.906250 Penalty: 3995.358154
	Iteration 18Q: 3 clusters Score -420300.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -420304.218750 Penalty: 3995.358154
	Iteration 19Q: 3 clusters Score -420304.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -420306.718750 Penalty: 3995.358154
	Iteration 20F: 3 clusters Score -420306.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -420309.000000 Penalty: 3995.358154
	Iteration 21Q: 3 clusters Score -420309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -420309.343750 Penalty: 3995.358154
	Iteration 22Q: 3 clusters Score -420309.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -420312.718750 Penalty: 3995.358154
	Iteration 23Q: 3 clusters Score -420312.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -420317.000000 Penalty: 3995.358154
	Iteration 24Q: 3 clusters Score -420317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -420320.625000 Penalty: 3995.358154
	Iteration 25Q: 3 clusters Score -420320.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -420323.375000 Penalty: 3995.358154
	Iteration 26Q: 3 clusters Score -420323.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -420327.000000 Penalty: 3995.358154
	Iteration 27Q: 3 clusters Score -420327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -420329.468750 Penalty: 3995.358154
	Iteration 28Q: 3 clusters Score -420329.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -420331.812500 Penalty: 3995.358154
	Iteration 29Q: 3 clusters Score -420331.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -420332.718750 Penalty: 3995.358154
	Iteration 30Q: 3 clusters Score -420332.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -420333.343750 Penalty: 3995.358154
	Iteration 31Q: 3 clusters Score -420333.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -420333.343750 Penalty: 3995.358154
	Iteration 32F: 3 clusters Score -420333.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -20851.794922 Penalty: 1315.219604
	Iteration 0F: 2 clusters Score -20851.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -19911.177734 Penalty: 2630.439209
	Iteration 0F: 3 clusters Score -19911.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -19997.755859 Penalty: 2630.439209
	Iteration 1F: 3 clusters Score -19997.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -20027.808594 Penalty: 2630.439209
	Iteration 2Q: 3 clusters Score -20027.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -20034.759766 Penalty: 2630.439209
	Iteration 3Q: 3 clusters Score -20034.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -20034.759766 Penalty: 2630.439209
	Iteration 4F: 3 clusters Score -20034.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -52986.144531 Penalty: 1499.748291
	Iteration 0F: 2 clusters Score -52986.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -51550.246094 Penalty: 2999.496582
	Iteration 0F: 3 clusters Score -51550.25 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -51705.585938 Penalty: 2999.496582
	Iteration 1F: 3 clusters Score -51705.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -51760.226562 Penalty: 2999.496582
	Iteration 2F: 3 clusters Score -51760.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -51785.292969 Penalty: 2999.496582
	Iteration 3Q: 3 clusters Score -51785.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -51791.425781 Penalty: 2999.496582
	Iteration 4Q: 3 clusters Score -51791.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -51795.785156 Penalty: 2999.496582
	Iteration 5Q: 3 clusters Score -51795.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -51801.390625 Penalty: 2999.496582
	Iteration 6Q: 3 clusters Score -51801.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -51805.792969 Penalty: 2999.496582
	Iteration 7Q: 3 clusters Score -51805.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -51811.000000 Penalty: 2999.496582
	Iteration 8Q: 3 clusters Score -51811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -51816.035156 Penalty: 2999.496582
	Iteration 9Q: 3 clusters Score -51816.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -51817.910156 Penalty: 2999.496582
	Iteration 10Q: 3 clusters Score -51817.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -51820.460938 Penalty: 2999.496582
	Iteration 11Q: 3 clusters Score -51820.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -51821.839844 Penalty: 2999.496582
	Iteration 12Q: 3 clusters Score -51821.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -51823.488281 Penalty: 2999.496582
	Iteration 13Q: 3 clusters Score -51823.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -51823.488281 Penalty: 2999.496582
	Iteration 14F: 3 clusters Score -51823.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Entering Unmasked Estep 
Score: -531353.625000 Penalty: 2047.702881
	Iteration 0F: 2 clusters Score -531353.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -527546.437500 Penalty: 4095.405762
	Iteration 0F: 3 clusters Score -527546.4 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -528414.125000 Penalty: 4095.405762
	Iteration 1F: 3 clusters Score -528414.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -528635.187500 Penalty: 4095.405762
	Iteration 2F: 3 clusters Score -528635.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -528764.312500 Penalty: 4095.405762
	Iteration 3F: 3 clusters Score -528764.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -528851.125000 Penalty: 4095.405762
	Iteration 4Q: 3 clusters Score -528851.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -528933.750000 Penalty: 4095.405762
	Iteration 5Q: 3 clusters Score -528933.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -529034.000000 Penalty: 4095.405762
	Iteration 6Q: 3 clusters Score -529034 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -529119.937500 Penalty: 4095.405762
	Iteration 7Q: 3 clusters Score -529119.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -529180.250000 Penalty: 4095.405762
	Iteration 8Q: 3 clusters Score -529180.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -529226.812500 Penalty: 4095.405762
	Iteration 9Q: 3 clusters Score -529226.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -529261.500000 Penalty: 4095.405762
	Iteration 10Q: 3 clusters Score -529261.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -529302.312500 Penalty: 4095.405762
	Iteration 11Q: 3 clusters Score -529302.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -529343.250000 Penalty: 4095.405762
	Iteration 12Q: 3 clusters Score -529343.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -529392.437500 Penalty: 4095.405762
	Iteration 13Q: 3 clusters Score -529392.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -529449.500000 Penalty: 4095.405762
	Iteration 14Q: 3 clusters Score -529449.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -529518.500000 Penalty: 4095.405762
	Iteration 15Q: 3 clusters Score -529518.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -529586.187500 Penalty: 4095.405762
	Iteration 16Q: 3 clusters Score -529586.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -529640.875000 Penalty: 4095.405762
	Iteration 17Q: 3 clusters Score -529640.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -529696.125000 Penalty: 4095.405762
	Iteration 18Q: 3 clusters Score -529696.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -529746.625000 Penalty: 4095.405762
	Iteration 19Q: 3 clusters Score -529746.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -529778.312500 Penalty: 4095.405762
	Iteration 20F: 3 clusters Score -529778.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -529802.187500 Penalty: 4095.405762
	Iteration 21Q: 3 clusters Score -529802.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -529821.250000 Penalty: 4095.405762
	Iteration 22Q: 3 clusters Score -529821.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -529837.625000 Penalty: 4095.405762
	Iteration 23Q: 3 clusters Score -529837.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -529855.125000 Penalty: 4095.405762
	Iteration 24Q: 3 clusters Score -529855.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -529871.250000 Penalty: 4095.405762
	Iteration 25Q: 3 clusters Score -529871.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -529889.312500 Penalty: 4095.405762
	Iteration 26Q: 3 clusters Score -529889.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -529906.500000 Penalty: 4095.405762
	Iteration 27Q: 3 clusters Score -529906.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -529918.250000 Penalty: 4095.405762
	Iteration 28Q: 3 clusters Score -529918.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -529927.437500 Penalty: 4095.405762
	Iteration 29Q: 3 clusters Score -529927.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -529932.937500 Penalty: 4095.405762
	Iteration 30Q: 3 clusters Score -529932.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -529939.312500 Penalty: 4095.405762
	Iteration 31Q: 3 clusters Score -529939.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -529945.750000 Penalty: 4095.405762
	Iteration 32Q: 3 clusters Score -529945.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -529949.125000 Penalty: 4095.405762
	Iteration 33Q: 3 clusters Score -529949.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -529953.937500 Penalty: 4095.405762
	Iteration 34Q: 3 clusters Score -529953.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -529959.062500 Penalty: 4095.405762
	Iteration 35Q: 3 clusters Score -529959.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -529962.437500 Penalty: 4095.405762
	Iteration 36Q: 3 clusters Score -529962.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -529962.562500 Penalty: 4095.405762
	Iteration 37Q: 3 clusters Score -529962.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -529962.562500 Penalty: 4095.405762
	Iteration 38F: 3 clusters Score -529962.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Entering Unmasked Estep 
Score: -343056.562500 Penalty: 1945.760254
	Iteration 0F: 2 clusters Score -343056.6 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 1313 members 
Entering Unmasked Estep 
Score: -340003.500000 Penalty: 3891.520508
	Iteration 0F: 3 clusters Score -340003.5 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -340593.062500 Penalty: 3891.520508
	Iteration 1F: 3 clusters Score -340593.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -340733.281250 Penalty: 3891.520508
	Iteration 2F: 3 clusters Score -340733.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -340816.687500 Penalty: 3891.520508
	Iteration 3Q: 3 clusters Score -340816.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -340885.187500 Penalty: 3891.520508
	Iteration 4Q: 3 clusters Score -340885.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -340938.343750 Penalty: 3891.520508
	Iteration 5Q: 3 clusters Score -340938.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -340977.468750 Penalty: 3891.520508
	Iteration 6Q: 3 clusters Score -340977.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -341013.843750 Penalty: 3891.520508
	Iteration 7Q: 3 clusters Score -341013.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -341047.031250 Penalty: 3891.520508
	Iteration 8Q: 3 clusters Score -341047 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -341075.187500 Penalty: 3891.520508
	Iteration 9Q: 3 clusters Score -341075.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -341102.875000 Penalty: 3891.520508
	Iteration 10Q: 3 clusters Score -341102.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -341127.031250 Penalty: 3891.520508
	Iteration 11Q: 3 clusters Score -341127 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -341146.343750 Penalty: 3891.520508
	Iteration 12Q: 3 clusters Score -341146.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -341163.500000 Penalty: 3891.520508
	Iteration 13Q: 3 clusters Score -341163.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -341174.656250 Penalty: 3891.520508
	Iteration 14Q: 3 clusters Score -341174.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -341187.750000 Penalty: 3891.520508
	Iteration 15Q: 3 clusters Score -341187.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -341194.656250 Penalty: 3891.520508
	Iteration 16Q: 3 clusters Score -341194.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -341198.031250 Penalty: 3891.520508
	Iteration 17Q: 3 clusters Score -341198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -341200.531250 Penalty: 3891.520508
	Iteration 18Q: 3 clusters Score -341200.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -341201.406250 Penalty: 3891.520508
	Iteration 19Q: 3 clusters Score -341201.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -341202.156250 Penalty: 3891.520508
	Iteration 20F: 3 clusters Score -341202.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -341204.156250 Penalty: 3891.520508
	Iteration 21Q: 3 clusters Score -341204.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -341204.187500 Penalty: 3891.520508
	Iteration 22Q: 3 clusters Score -341204.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -341207.687500 Penalty: 3891.520508
	Iteration 23Q: 3 clusters Score -341207.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -341211.218750 Penalty: 3891.520508
	Iteration 24Q: 3 clusters Score -341211.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -341219.750000 Penalty: 3891.520508
	Iteration 25Q: 3 clusters Score -341219.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -341225.906250 Penalty: 3891.520508
	Iteration 26Q: 3 clusters Score -341225.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -341227.937500 Penalty: 3891.520508
	Iteration 27Q: 3 clusters Score -341227.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -341231.531250 Penalty: 3891.520508
	Iteration 28Q: 3 clusters Score -341231.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -341236.031250 Penalty: 3891.520508
	Iteration 29Q: 3 clusters Score -341236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -341243.437500 Penalty: 3891.520508
	Iteration 30Q: 3 clusters Score -341243.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -341251.531250 Penalty: 3891.520508
	Iteration 31Q: 3 clusters Score -341251.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -341257.218750 Penalty: 3891.520508
	Iteration 32Q: 3 clusters Score -341257.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -341261.031250 Penalty: 3891.520508
	Iteration 33Q: 3 clusters Score -341261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -341265.656250 Penalty: 3891.520508
	Iteration 34Q: 3 clusters Score -341265.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -341270.625000 Penalty: 3891.520508
	Iteration 35Q: 3 clusters Score -341270.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -341272.593750 Penalty: 3891.520508
	Iteration 36Q: 3 clusters Score -341272.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -341274.000000 Penalty: 3891.520508
	Iteration 37Q: 3 clusters Score -341274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -341275.093750 Penalty: 3891.520508
	Iteration 38Q: 3 clusters Score -341275.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -341276.562500 Penalty: 3891.520508
	Iteration 39Q: 3 clusters Score -341276.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -341277.062500 Penalty: 3891.520508
	Iteration 40F: 3 clusters Score -341277.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (166405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166405 members 
Entering Unmasked Estep 
Score: -23235964.000000 Penalty: 2981.500488
	Iteration 0F: 2 clusters Score -2.323596e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83202 members 
Mstep: Class 2 contains 83203 members 
Entering Unmasked Estep 
Score: -23128140.000000 Penalty: 5963.000977
	Iteration 0F: 3 clusters Score -2.312814e+07 nChanged 79940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83526 members 
Mstep: Class 2 contains 82879 members 
Entering Unmasked Estep 
Score: -23174980.000000 Penalty: 5963.000977
	Iteration 1F: 3 clusters Score -2.317498e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83499 members 
Mstep: Class 2 contains 82906 members 
Entering Unmasked Estep 
Score: -23176516.000000 Penalty: 5963.000977
	Iteration 2Q: 3 clusters Score -2.317652e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83306 members 
Mstep: Class 2 contains 83099 members 
Entering Unmasked Estep 
Score: -23178858.000000 Penalty: 5963.000977
	Iteration 3Q: 3 clusters Score -2.317886e+07 nChanged 7269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82721 members 
Mstep: Class 2 contains 83684 members 
Entering Unmasked Estep 
Score: -23182122.000000 Penalty: 5963.000977
	Iteration 4Q: 3 clusters Score -2.318212e+07 nChanged 8970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81379 members 
Mstep: Class 2 contains 85026 members 
Entering Unmasked Estep 
Score: -23187608.000000 Penalty: 5963.000977
	Iteration 5F: 3 clusters Score -2.318761e+07 nChanged 10974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79109 members 
Mstep: Class 2 contains 87296 members 
Entering Unmasked Estep 
Score: -23195224.000000 Penalty: 5963.000977
	Iteration 6F: 3 clusters Score -2.319522e+07 nChanged 12349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75998 members 
Mstep: Class 2 contains 90407 members 
Entering Unmasked Estep 
Score: -23205366.000000 Penalty: 5963.000977
	Iteration 7F: 3 clusters Score -2.320537e+07 nChanged 11860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72904 members 
Mstep: Class 2 contains 93501 members 
Entering Unmasked Estep 
Score: -23214174.000000 Penalty: 5963.000977
	Iteration 8F: 3 clusters Score -2.321417e+07 nChanged 8794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70698 members 
Mstep: Class 2 contains 95707 members 
Entering Unmasked Estep 
Score: -23218512.000000 Penalty: 5963.000977
	Iteration 9F: 3 clusters Score -2.321851e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68955 members 
Mstep: Class 2 contains 97450 members 
Entering Unmasked Estep 
Score: -23220376.000000 Penalty: 5963.000977
	Iteration 10Q: 3 clusters Score -2.322038e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67295 members 
Mstep: Class 2 contains 99110 members 
Entering Unmasked Estep 
Score: -23221678.000000 Penalty: 5963.000977
	Iteration 11Q: 3 clusters Score -2.322168e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65624 members 
Mstep: Class 2 contains 100781 members 
Entering Unmasked Estep 
Score: -23222976.000000 Penalty: 5963.000977
	Iteration 12Q: 3 clusters Score -2.322298e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64014 members 
Mstep: Class 2 contains 102391 members 
Entering Unmasked Estep 
Score: -23223986.000000 Penalty: 5963.000977
	Iteration 13Q: 3 clusters Score -2.322399e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62526 members 
Mstep: Class 2 contains 103879 members 
Entering Unmasked Estep 
Score: -23224882.000000 Penalty: 5963.000977
	Iteration 14Q: 3 clusters Score -2.322488e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61220 members 
Mstep: Class 2 contains 105185 members 
Entering Unmasked Estep 
Score: -23225556.000000 Penalty: 5963.000977
	Iteration 15Q: 3 clusters Score -2.322556e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60109 members 
Mstep: Class 2 contains 106296 members 
Entering Unmasked Estep 
Score: -23226184.000000 Penalty: 5963.000977
	Iteration 16Q: 3 clusters Score -2.322618e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59071 members 
Mstep: Class 2 contains 107334 members 
Entering Unmasked Estep 
Score: -23226530.000000 Penalty: 5963.000977
	Iteration 17Q: 3 clusters Score -2.322653e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58102 members 
Mstep: Class 2 contains 108303 members 
Entering Unmasked Estep 
Score: -23226674.000000 Penalty: 5963.000977
	Iteration 18Q: 3 clusters Score -2.322667e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57178 members 
Mstep: Class 2 contains 109227 members 
Entering Unmasked Estep 
Score: -23226918.000000 Penalty: 5963.000977
	Iteration 19Q: 3 clusters Score -2.322692e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56266 members 
Mstep: Class 2 contains 110139 members 
Entering Unmasked Estep 
Score: -23227070.000000 Penalty: 5963.000977
	Iteration 20F: 3 clusters Score -2.322707e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55383 members 
Mstep: Class 2 contains 111022 members 
Entering Unmasked Estep 
Score: -23227186.000000 Penalty: 5963.000977
	Iteration 21Q: 3 clusters Score -2.322719e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54542 members 
Mstep: Class 2 contains 111863 members 
Entering Unmasked Estep 
Score: -23227334.000000 Penalty: 5963.000977
	Iteration 22Q: 3 clusters Score -2.322733e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53667 members 
Mstep: Class 2 contains 112738 members 
Entering Unmasked Estep 
Score: -23227460.000000 Penalty: 5963.000977
	Iteration 23Q: 3 clusters Score -2.322746e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52811 members 
Mstep: Class 2 contains 113594 members 
Entering Unmasked Estep 
Score: -23227592.000000 Penalty: 5963.000977
	Iteration 24Q: 3 clusters Score -2.322759e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51990 members 
Mstep: Class 2 contains 114415 members 
Entering Unmasked Estep 
Score: -23227650.000000 Penalty: 5963.000977
	Iteration 25Q: 3 clusters Score -2.322765e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51142 members 
Mstep: Class 2 contains 115263 members 
Entering Unmasked Estep 
Score: -23227794.000000 Penalty: 5963.000977
	Iteration 26Q: 3 clusters Score -2.322779e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50251 members 
Mstep: Class 2 contains 116154 members 
Entering Unmasked Estep 
Score: -23227906.000000 Penalty: 5963.000977
	Iteration 27Q: 3 clusters Score -2.322791e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 117074 members 
Entering Unmasked Estep 
Score: -23227936.000000 Penalty: 5963.000977
	Iteration 28Q: 3 clusters Score -2.322794e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48364 members 
Mstep: Class 2 contains 118041 members 
Entering Unmasked Estep 
Score: -23228144.000000 Penalty: 5963.000977
	Iteration 29Q: 3 clusters Score -2.322814e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47377 members 
Mstep: Class 2 contains 119028 members 
Entering Unmasked Estep 
Score: -23228276.000000 Penalty: 5963.000977
	Iteration 30Q: 3 clusters Score -2.322828e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 119977 members 
Entering Unmasked Estep 
Score: -23228370.000000 Penalty: 5963.000977
	Iteration 31Q: 3 clusters Score -2.322837e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 120949 members 
Entering Unmasked Estep 
Score: -23228482.000000 Penalty: 5963.000977
	Iteration 32Q: 3 clusters Score -2.322848e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 121939 members 
Entering Unmasked Estep 
Score: -23228690.000000 Penalty: 5963.000977
	Iteration 33Q: 3 clusters Score -2.322869e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 122883 members 
Entering Unmasked Estep 
Score: -23228852.000000 Penalty: 5963.000977
	Iteration 34Q: 3 clusters Score -2.322885e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42555 members 
Mstep: Class 2 contains 123850 members 
Entering Unmasked Estep 
Score: -23229042.000000 Penalty: 5963.000977
	Iteration 35Q: 3 clusters Score -2.322904e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 124826 members 
Entering Unmasked Estep 
Score: -23229218.000000 Penalty: 5963.000977
	Iteration 36Q: 3 clusters Score -2.322922e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 125827 members 
Entering Unmasked Estep 
Score: -23229358.000000 Penalty: 5963.000977
	Iteration 37Q: 3 clusters Score -2.322936e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 126874 members 
Entering Unmasked Estep 
Score: -23229506.000000 Penalty: 5963.000977
	Iteration 38Q: 3 clusters Score -2.322951e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38448 members 
Mstep: Class 2 contains 127957 members 
Entering Unmasked Estep 
Score: -23229744.000000 Penalty: 5963.000977
	Iteration 39Q: 3 clusters Score -2.322974e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 129126 members 
Entering Unmasked Estep 
Score: -23229940.000000 Penalty: 5963.000977
	Iteration 40F: 3 clusters Score -2.322994e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36071 members 
Mstep: Class 2 contains 130334 members 
Entering Unmasked Estep 
Score: -23230328.000000 Penalty: 5963.000977
	Iteration 41Q: 3 clusters Score -2.323033e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34826 members 
Mstep: Class 2 contains 131579 members 
Entering Unmasked Estep 
Score: -23230634.000000 Penalty: 5963.000977
	Iteration 42Q: 3 clusters Score -2.323063e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 132878 members 
Entering Unmasked Estep 
Score: -23230966.000000 Penalty: 5963.000977
	Iteration 43Q: 3 clusters Score -2.323097e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 134202 members 
Entering Unmasked Estep 
Score: -23231242.000000 Penalty: 5963.000977
	Iteration 44Q: 3 clusters Score -2.323124e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 135558 members 
Entering Unmasked Estep 
Score: -23231626.000000 Penalty: 5963.000977
	Iteration 45Q: 3 clusters Score -2.323163e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 136941 members 
Entering Unmasked Estep 
Score: -23231912.000000 Penalty: 5963.000977
	Iteration 46Q: 3 clusters Score -2.323191e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 138257 members 
Entering Unmasked Estep 
Score: -23232226.000000 Penalty: 5963.000977
	Iteration 47Q: 3 clusters Score -2.323223e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 139564 members 
Entering Unmasked Estep 
Score: -23232462.000000 Penalty: 5963.000977
	Iteration 48Q: 3 clusters Score -2.323246e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 140839 members 
Entering Unmasked Estep 
Score: -23232788.000000 Penalty: 5963.000977
	Iteration 49Q: 3 clusters Score -2.323279e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 142126 members 
Entering Unmasked Estep 
Score: -23233214.000000 Penalty: 5963.000977
	Iteration 50Q: 3 clusters Score -2.323321e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 143378 members 
Entering Unmasked Estep 
Score: -23233602.000000 Penalty: 5963.000977
	Iteration 51Q: 3 clusters Score -2.32336e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 144572 members 
Entering Unmasked Estep 
Score: -23233922.000000 Penalty: 5963.000977
	Iteration 52Q: 3 clusters Score -2.323392e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 145679 members 
Entering Unmasked Estep 
Score: -23234202.000000 Penalty: 5963.000977
	Iteration 53Q: 3 clusters Score -2.32342e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 146669 members 
Entering Unmasked Estep 
Score: -23234550.000000 Penalty: 5963.000977
	Iteration 54Q: 3 clusters Score -2.323455e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 147675 members 
Entering Unmasked Estep 
Score: -23234904.000000 Penalty: 5963.000977
	Iteration 55Q: 3 clusters Score -2.32349e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 148633 members 
Entering Unmasked Estep 
Score: -23235152.000000 Penalty: 5963.000977
	Iteration 56Q: 3 clusters Score -2.323515e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 149487 members 
Entering Unmasked Estep 
Score: -23235304.000000 Penalty: 5963.000977
	Iteration 57Q: 3 clusters Score -2.32353e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 150294 members 
Entering Unmasked Estep 
Score: -23235426.000000 Penalty: 5963.000977
	Iteration 58Q: 3 clusters Score -2.323543e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 151071 members 
Entering Unmasked Estep 
Score: -23235694.000000 Penalty: 5963.000977
	Iteration 59Q: 3 clusters Score -2.323569e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 151808 members 
Entering Unmasked Estep 
Score: -23235898.000000 Penalty: 5963.000977
	Iteration 60F: 3 clusters Score -2.32359e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 152532 members 
Entering Unmasked Estep 
Score: -23236218.000000 Penalty: 5963.000977
	Iteration 61Q: 3 clusters Score -2.323622e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 153220 members 
Entering Unmasked Estep 
Score: -23236352.000000 Penalty: 5963.000977
	Iteration 62Q: 3 clusters Score -2.323635e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 153905 members 
Entering Unmasked Estep 
Score: -23236544.000000 Penalty: 5963.000977
	Iteration 63Q: 3 clusters Score -2.323654e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 154548 members 
Entering Unmasked Estep 
Score: -23236680.000000 Penalty: 5963.000977
	Iteration 64Q: 3 clusters Score -2.323668e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 155176 members 
Entering Unmasked Estep 
Score: -23236804.000000 Penalty: 5963.000977
	Iteration 65Q: 3 clusters Score -2.32368e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 155758 members 
Entering Unmasked Estep 
Score: -23236966.000000 Penalty: 5963.000977
	Iteration 66Q: 3 clusters Score -2.323697e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 156305 members 
Entering Unmasked Estep 
Score: -23237008.000000 Penalty: 5963.000977
	Iteration 67Q: 3 clusters Score -2.323701e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 156834 members 
Entering Unmasked Estep 
Score: -23237104.000000 Penalty: 5963.000977
	Iteration 68Q: 3 clusters Score -2.32371e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 157297 members 
Entering Unmasked Estep 
Score: -23237118.000000 Penalty: 5963.000977
	Iteration 69Q: 3 clusters Score -2.323712e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 157731 members 
Entering Unmasked Estep 
Score: -23237062.000000 Penalty: 5963.000977
	Iteration 70Q: 3 clusters Score -2.323706e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 158134 members 
Entering Unmasked Estep 
Score: -23237128.000000 Penalty: 5963.000977
	Iteration 71Q: 3 clusters Score -2.323713e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 158514 members 
Entering Unmasked Estep 
Score: -23237108.000000 Penalty: 5963.000977
	Iteration 72Q: 3 clusters Score -2.323711e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 158888 members 
Entering Unmasked Estep 
Score: -23237072.000000 Penalty: 5963.000977
	Iteration 73Q: 3 clusters Score -2.323707e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 159242 members 
Entering Unmasked Estep 
Score: -23237062.000000 Penalty: 5963.000977
	Iteration 74Q: 3 clusters Score -2.323706e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 159566 members 
Entering Unmasked Estep 
Score: -23237034.000000 Penalty: 5963.000977
	Iteration 75Q: 3 clusters Score -2.323703e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 159891 members 
Entering Unmasked Estep 
Score: -23236984.000000 Penalty: 5963.000977
	Iteration 76Q: 3 clusters Score -2.323698e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 160186 members 
Entering Unmasked Estep 
Score: -23236856.000000 Penalty: 5963.000977
	Iteration 77Q: 3 clusters Score -2.323686e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 160464 members 
Entering Unmasked Estep 
Score: -23236810.000000 Penalty: 5963.000977
	Iteration 78Q: 3 clusters Score -2.323681e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 160712 members 
Entering Unmasked Estep 
Score: -23236734.000000 Penalty: 5963.000977
	Iteration 79Q: 3 clusters Score -2.323673e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 160926 members 
Entering Unmasked Estep 
Score: -23236624.000000 Penalty: 5963.000977
	Iteration 80F: 3 clusters Score -2.323662e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 161128 members 
Entering Unmasked Estep 
Score: -23236578.000000 Penalty: 5963.000977
	Iteration 81Q: 3 clusters Score -2.323658e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 161279 members 
Entering Unmasked Estep 
Score: -23236434.000000 Penalty: 5963.000977
	Iteration 82Q: 3 clusters Score -2.323643e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 161415 members 
Entering Unmasked Estep 
Score: -23236374.000000 Penalty: 5963.000977
	Iteration 83Q: 3 clusters Score -2.323637e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 161559 members 
Entering Unmasked Estep 
Score: -23236356.000000 Penalty: 5963.000977
	Iteration 84Q: 3 clusters Score -2.323636e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 161682 members 
Entering Unmasked Estep 
Score: -23236320.000000 Penalty: 5963.000977
	Iteration 85Q: 3 clusters Score -2.323632e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 161790 members 
Entering Unmasked Estep 
Score: -23236284.000000 Penalty: 5963.000977
	Iteration 86Q: 3 clusters Score -2.323628e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 161887 members 
Entering Unmasked Estep 
Score: -23236238.000000 Penalty: 5963.000977
	Iteration 87Q: 3 clusters Score -2.323624e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 161971 members 
Entering Unmasked Estep 
Score: -23236176.000000 Penalty: 5963.000977
	Iteration 88Q: 3 clusters Score -2.323618e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 162048 members 
Entering Unmasked Estep 
Score: -23236122.000000 Penalty: 5963.000977
	Iteration 89Q: 3 clusters Score -2.323612e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 162129 members 
Entering Unmasked Estep 
Score: -23236120.000000 Penalty: 5963.000977
	Iteration 90Q: 3 clusters Score -2.323612e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 162191 members 
Entering Unmasked Estep 
Score: -23236108.000000 Penalty: 5963.000977
	Iteration 91Q: 3 clusters Score -2.323611e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 162254 members 
Entering Unmasked Estep 
Score: -23236068.000000 Penalty: 5963.000977
	Iteration 92Q: 3 clusters Score -2.323607e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 162307 members 
Entering Unmasked Estep 
Score: -23236058.000000 Penalty: 5963.000977
	Iteration 93Q: 3 clusters Score -2.323606e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 162357 members 
Entering Unmasked Estep 
Score: -23236038.000000 Penalty: 5963.000977
	Iteration 94Q: 3 clusters Score -2.323604e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 162412 members 
Entering Unmasked Estep 
Score: -23236018.000000 Penalty: 5963.000977
	Iteration 95Q: 3 clusters Score -2.323602e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 162475 members 
Entering Unmasked Estep 
Score: -23236012.000000 Penalty: 5963.000977
	Iteration 96Q: 3 clusters Score -2.323601e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 162544 members 
Entering Unmasked Estep 
Score: -23235994.000000 Penalty: 5963.000977
	Iteration 97Q: 3 clusters Score -2.323599e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 162607 members 
Entering Unmasked Estep 
Score: -23235976.000000 Penalty: 5963.000977
	Iteration 98Q: 3 clusters Score -2.323598e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 162674 members 
Entering Unmasked Estep 
Score: -23235922.000000 Penalty: 5963.000977
	Iteration 99Q: 3 clusters Score -2.323592e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 162727 members 
Entering Unmasked Estep 
Score: -23235922.000000 Penalty: 5963.000977
	Iteration 100F: 3 clusters Score -2.323592e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 162778 members 
Entering Unmasked Estep 
Score: -23235904.000000 Penalty: 5963.000977
	Iteration 101Q: 3 clusters Score -2.32359e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 162834 members 
Entering Unmasked Estep 
Score: -23235882.000000 Penalty: 5963.000977
	Iteration 102Q: 3 clusters Score -2.323588e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 162885 members 
Entering Unmasked Estep 
Score: -23235834.000000 Penalty: 5963.000977
	Iteration 103Q: 3 clusters Score -2.323583e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 162934 members 
Entering Unmasked Estep 
Score: -23235838.000000 Penalty: 5963.000977
	Iteration 104Q: 3 clusters Score -2.323584e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 162996 members 
Entering Unmasked Estep 
Score: -23235798.000000 Penalty: 5963.000977
	Iteration 105Q: 3 clusters Score -2.32358e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 163067 members 
Entering Unmasked Estep 
Score: -23235800.000000 Penalty: 5963.000977
	Iteration 106Q: 3 clusters Score -2.32358e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 163150 members 
Entering Unmasked Estep 
Score: -23235746.000000 Penalty: 5963.000977
	Iteration 107Q: 3 clusters Score -2.323575e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 163228 members 
Entering Unmasked Estep 
Score: -23235706.000000 Penalty: 5963.000977
	Iteration 108Q: 3 clusters Score -2.323571e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 163293 members 
Entering Unmasked Estep 
Score: -23235690.000000 Penalty: 5963.000977
	Iteration 109Q: 3 clusters Score -2.323569e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 163348 members 
Entering Unmasked Estep 
Score: -23235636.000000 Penalty: 5963.000977
	Iteration 110Q: 3 clusters Score -2.323564e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 163399 members 
Entering Unmasked Estep 
Score: -23235632.000000 Penalty: 5963.000977
	Iteration 111Q: 3 clusters Score -2.323563e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 163449 members 
Entering Unmasked Estep 
Score: -23235622.000000 Penalty: 5963.000977
	Iteration 112Q: 3 clusters Score -2.323562e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 163489 members 
Entering Unmasked Estep 
Score: -23235596.000000 Penalty: 5963.000977
	Iteration 113Q: 3 clusters Score -2.32356e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 163533 members 
Entering Unmasked Estep 
Score: -23235652.000000 Penalty: 5963.000977
	Iteration 114Q: 3 clusters Score -2.323565e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 163573 members 
Entering Unmasked Estep 
Score: -23235634.000000 Penalty: 5963.000977
	Iteration 115Q: 3 clusters Score -2.323563e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 163615 members 
Entering Unmasked Estep 
Score: -23235634.000000 Penalty: 5963.000977
	Iteration 116Q: 3 clusters Score -2.323563e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 163662 members 
Entering Unmasked Estep 
Score: -23235636.000000 Penalty: 5963.000977
	Iteration 117Q: 3 clusters Score -2.323564e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 163696 members 
Entering Unmasked Estep 
Score: -23235612.000000 Penalty: 5963.000977
	Iteration 118Q: 3 clusters Score -2.323561e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 163722 members 
Entering Unmasked Estep 
Score: -23235604.000000 Penalty: 5963.000977
	Iteration 119Q: 3 clusters Score -2.32356e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 163744 members 
Entering Unmasked Estep 
Score: -23235614.000000 Penalty: 5963.000977
	Iteration 120F: 3 clusters Score -2.323561e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 163764 members 
Entering Unmasked Estep 
Score: -23235580.000000 Penalty: 5963.000977
	Iteration 121Q: 3 clusters Score -2.323558e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 163785 members 
Entering Unmasked Estep 
Score: -23235572.000000 Penalty: 5963.000977
	Iteration 122Q: 3 clusters Score -2.323557e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 163807 members 
Entering Unmasked Estep 
Score: -23235562.000000 Penalty: 5963.000977
	Iteration 123Q: 3 clusters Score -2.323556e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 163825 members 
Entering Unmasked Estep 
Score: -23235546.000000 Penalty: 5963.000977
	Iteration 124Q: 3 clusters Score -2.323555e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 163847 members 
Entering Unmasked Estep 
Score: -23235528.000000 Penalty: 5963.000977
	Iteration 125Q: 3 clusters Score -2.323553e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 163867 members 
Entering Unmasked Estep 
Score: -23235532.000000 Penalty: 5963.000977
	Iteration 126Q: 3 clusters Score -2.323553e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 163879 members 
Entering Unmasked Estep 
Score: -23235536.000000 Penalty: 5963.000977
	Iteration 127Q: 3 clusters Score -2.323554e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 163887 members 
Entering Unmasked Estep 
Score: -23235508.000000 Penalty: 5963.000977
	Iteration 128Q: 3 clusters Score -2.323551e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 163898 members 
Entering Unmasked Estep 
Score: -23235498.000000 Penalty: 5963.000977
	Iteration 129Q: 3 clusters Score -2.32355e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 163906 members 
Entering Unmasked Estep 
Score: -23235500.000000 Penalty: 5963.000977
	Iteration 130Q: 3 clusters Score -2.32355e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 163914 members 
Entering Unmasked Estep 
Score: -23235502.000000 Penalty: 5963.000977
	Iteration 131Q: 3 clusters Score -2.32355e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 163927 members 
Entering Unmasked Estep 
Score: -23235520.000000 Penalty: 5963.000977
	Iteration 132Q: 3 clusters Score -2.323552e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 163938 members 
Entering Unmasked Estep 
Score: -23235512.000000 Penalty: 5963.000977
	Iteration 133Q: 3 clusters Score -2.323551e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 163955 members 
Entering Unmasked Estep 
Score: -23235506.000000 Penalty: 5963.000977
	Iteration 134Q: 3 clusters Score -2.323551e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 163966 members 
Entering Unmasked Estep 
Score: -23235474.000000 Penalty: 5963.000977
	Iteration 135Q: 3 clusters Score -2.323547e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 163981 members 
Entering Unmasked Estep 
Score: -23235444.000000 Penalty: 5963.000977
	Iteration 136Q: 3 clusters Score -2.323544e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 163992 members 
Entering Unmasked Estep 
Score: -23235420.000000 Penalty: 5963.000977
	Iteration 137Q: 3 clusters Score -2.323542e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 164004 members 
Entering Unmasked Estep 
Score: -23235410.000000 Penalty: 5963.000977
	Iteration 138Q: 3 clusters Score -2.323541e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 164017 members 
Entering Unmasked Estep 
Score: -23235436.000000 Penalty: 5963.000977
	Iteration 139Q: 3 clusters Score -2.323544e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 164032 members 
Entering Unmasked Estep 
Score: -23235418.000000 Penalty: 5963.000977
	Iteration 140F: 3 clusters Score -2.323542e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 164048 members 
Entering Unmasked Estep 
Score: -23235392.000000 Penalty: 5963.000977
	Iteration 141Q: 3 clusters Score -2.323539e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 164057 members 
Entering Unmasked Estep 
Score: -23235408.000000 Penalty: 5963.000977
	Iteration 142Q: 3 clusters Score -2.323541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 164063 members 
Entering Unmasked Estep 
Score: -23235406.000000 Penalty: 5963.000977
	Iteration 143Q: 3 clusters Score -2.323541e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 164071 members 
Entering Unmasked Estep 
Score: -23235390.000000 Penalty: 5963.000977
	Iteration 144Q: 3 clusters Score -2.323539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 164074 members 
Entering Unmasked Estep 
Score: -23235394.000000 Penalty: 5963.000977
	Iteration 145Q: 3 clusters Score -2.323539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 164076 members 
Entering Unmasked Estep 
Score: -23235388.000000 Penalty: 5963.000977
	Iteration 146Q: 3 clusters Score -2.323539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 164080 members 
Entering Unmasked Estep 
Score: -23235378.000000 Penalty: 5963.000977
	Iteration 147Q: 3 clusters Score -2.323538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 164082 members 
Entering Unmasked Estep 
Score: -23235392.000000 Penalty: 5963.000977
	Iteration 148Q: 3 clusters Score -2.323539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 164084 members 
Entering Unmasked Estep 
Score: -23235388.000000 Penalty: 5963.000977
	Iteration 149Q: 3 clusters Score -2.323539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 164086 members 
Entering Unmasked Estep 
Score: -23235376.000000 Penalty: 5963.000977
	Iteration 150Q: 3 clusters Score -2.323538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 164088 members 
Entering Unmasked Estep 
Score: -23235378.000000 Penalty: 5963.000977
	Iteration 151Q: 3 clusters Score -2.323538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 164091 members 
Entering Unmasked Estep 
Score: -23235386.000000 Penalty: 5963.000977
	Iteration 152Q: 3 clusters Score -2.323539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 164093 members 
Entering Unmasked Estep 
Score: -23235364.000000 Penalty: 5963.000977
	Iteration 153Q: 3 clusters Score -2.323536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 164095 members 
Entering Unmasked Estep 
Score: -23235364.000000 Penalty: 5963.000977
	Iteration 154Q: 3 clusters Score -2.323536e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 164098 members 
Entering Unmasked Estep 
Score: -23235360.000000 Penalty: 5963.000977
	Iteration 155Q: 3 clusters Score -2.323536e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 164103 members 
Entering Unmasked Estep 
Score: -23235360.000000 Penalty: 5963.000977
	Iteration 156Q: 3 clusters Score -2.323536e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 164107 members 
Entering Unmasked Estep 
Score: -23235368.000000 Penalty: 5963.000977
	Iteration 157Q: 3 clusters Score -2.323537e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 164108 members 
Entering Unmasked Estep 
Score: -23235370.000000 Penalty: 5963.000977
	Iteration 158Q: 3 clusters Score -2.323537e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 164109 members 
Entering Unmasked Estep 
Score: -23235384.000000 Penalty: 5963.000977
	Iteration 159Q: 3 clusters Score -2.323538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 164111 members 
Entering Unmasked Estep 
Score: -23235376.000000 Penalty: 5963.000977
	Iteration 160F: 3 clusters Score -2.323538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 164113 members 
Entering Unmasked Estep 
Score: -23235366.000000 Penalty: 5963.000977
	Iteration 161Q: 3 clusters Score -2.323537e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 164117 members 
Entering Unmasked Estep 
Score: -23235366.000000 Penalty: 5963.000977
	Iteration 162Q: 3 clusters Score -2.323537e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 164124 members 
Entering Unmasked Estep 
Score: -23235356.000000 Penalty: 5963.000977
	Iteration 163Q: 3 clusters Score -2.323536e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 164136 members 
Entering Unmasked Estep 
Score: -23235332.000000 Penalty: 5963.000977
	Iteration 164Q: 3 clusters Score -2.323533e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 164142 members 
Entering Unmasked Estep 
Score: -23235348.000000 Penalty: 5963.000977
	Iteration 165Q: 3 clusters Score -2.323535e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 164149 members 
Entering Unmasked Estep 
Score: -23235346.000000 Penalty: 5963.000977
	Iteration 166Q: 3 clusters Score -2.323535e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 164159 members 
Entering Unmasked Estep 
Score: -23235348.000000 Penalty: 5963.000977
	Iteration 167Q: 3 clusters Score -2.323535e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 164164 members 
Entering Unmasked Estep 
Score: -23235332.000000 Penalty: 5963.000977
	Iteration 168Q: 3 clusters Score -2.323533e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 164169 members 
Entering Unmasked Estep 
Score: -23235334.000000 Penalty: 5963.000977
	Iteration 169Q: 3 clusters Score -2.323533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 164175 members 
Entering Unmasked Estep 
Score: -23235310.000000 Penalty: 5963.000977
	Iteration 170Q: 3 clusters Score -2.323531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 164179 members 
Entering Unmasked Estep 
Score: -23235326.000000 Penalty: 5963.000977
	Iteration 171Q: 3 clusters Score -2.323533e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 164184 members 
Entering Unmasked Estep 
Score: -23235316.000000 Penalty: 5963.000977
	Iteration 172Q: 3 clusters Score -2.323532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 164190 members 
Entering Unmasked Estep 
Score: -23235302.000000 Penalty: 5963.000977
	Iteration 173Q: 3 clusters Score -2.32353e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 164197 members 
Entering Unmasked Estep 
Score: -23235290.000000 Penalty: 5963.000977
	Iteration 174Q: 3 clusters Score -2.323529e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 164208 members 
Entering Unmasked Estep 
Score: -23235286.000000 Penalty: 5963.000977
	Iteration 175Q: 3 clusters Score -2.323529e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 164215 members 
Entering Unmasked Estep 
Score: -23235268.000000 Penalty: 5963.000977
	Iteration 176Q: 3 clusters Score -2.323527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 164220 members 
Entering Unmasked Estep 
Score: -23235262.000000 Penalty: 5963.000977
	Iteration 177Q: 3 clusters Score -2.323526e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 164225 members 
Entering Unmasked Estep 
Score: -23235272.000000 Penalty: 5963.000977
	Iteration 178Q: 3 clusters Score -2.323527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 164228 members 
Entering Unmasked Estep 
Score: -23235268.000000 Penalty: 5963.000977
	Iteration 179Q: 3 clusters Score -2.323527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 164233 members 
Entering Unmasked Estep 
Score: -23235264.000000 Penalty: 5963.000977
	Iteration 180F: 3 clusters Score -2.323526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 164235 members 
Entering Unmasked Estep 
Score: -23235272.000000 Penalty: 5963.000977
	Iteration 181Q: 3 clusters Score -2.323527e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 164241 members 
Entering Unmasked Estep 
Score: -23235274.000000 Penalty: 5963.000977
	Iteration 182Q: 3 clusters Score -2.323527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 164243 members 
Entering Unmasked Estep 
Score: -23235280.000000 Penalty: 5963.000977
	Iteration 183Q: 3 clusters Score -2.323528e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 164249 members 
Entering Unmasked Estep 
Score: -23235272.000000 Penalty: 5963.000977
	Iteration 184Q: 3 clusters Score -2.323527e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 164256 members 
Entering Unmasked Estep 
Score: -23235278.000000 Penalty: 5963.000977
	Iteration 185Q: 3 clusters Score -2.323528e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 164264 members 
Entering Unmasked Estep 
Score: -23235294.000000 Penalty: 5963.000977
	Iteration 186Q: 3 clusters Score -2.323529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 164267 members 
Entering Unmasked Estep 
Score: -23235300.000000 Penalty: 5963.000977
	Iteration 187Q: 3 clusters Score -2.32353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 164270 members 
Entering Unmasked Estep 
Score: -23235288.000000 Penalty: 5963.000977
	Iteration 188Q: 3 clusters Score -2.323529e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 164276 members 
Entering Unmasked Estep 
Score: -23235278.000000 Penalty: 5963.000977
	Iteration 189Q: 3 clusters Score -2.323528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 164279 members 
Entering Unmasked Estep 
Score: -23235278.000000 Penalty: 5963.000977
	Iteration 190Q: 3 clusters Score -2.323528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 164283 members 
Entering Unmasked Estep 
Score: -23235272.000000 Penalty: 5963.000977
	Iteration 191Q: 3 clusters Score -2.323527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 164285 members 
Entering Unmasked Estep 
Score: -23235278.000000 Penalty: 5963.000977
	Iteration 192Q: 3 clusters Score -2.323528e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 164286 members 
Entering Unmasked Estep 
Score: -23235274.000000 Penalty: 5963.000977
	Iteration 193Q: 3 clusters Score -2.323527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 164289 members 
Entering Unmasked Estep 
Score: -23235266.000000 Penalty: 5963.000977
	Iteration 194Q: 3 clusters Score -2.323527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 164292 members 
Entering Unmasked Estep 
Score: -23235260.000000 Penalty: 5963.000977
	Iteration 195Q: 3 clusters Score -2.323526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 164294 members 
Entering Unmasked Estep 
Score: -23235264.000000 Penalty: 5963.000977
	Iteration 196Q: 3 clusters Score -2.323526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 164297 members 
Entering Unmasked Estep 
Score: -23235256.000000 Penalty: 5963.000977
	Iteration 197Q: 3 clusters Score -2.323526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 164297 members 
Entering Unmasked Estep 
Score: -23235264.000000 Penalty: 5963.000977
	Iteration 198Q: 3 clusters Score -2.323526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 164299 members 
Entering Unmasked Estep 
Score: -23235262.000000 Penalty: 5963.000977
	Iteration 199Q: 3 clusters Score -2.323526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 164302 members 
Entering Unmasked Estep 
Score: -23235258.000000 Penalty: 5963.000977
	Iteration 200F: 3 clusters Score -2.323526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 164304 members 
Entering Unmasked Estep 
Score: -23235266.000000 Penalty: 5963.000977
	Iteration 201Q: 3 clusters Score -2.323527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 164309 members 
Entering Unmasked Estep 
Score: -23235270.000000 Penalty: 5963.000977
	Iteration 202Q: 3 clusters Score -2.323527e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 164315 members 
Entering Unmasked Estep 
Score: -23235272.000000 Penalty: 5963.000977
	Iteration 203Q: 3 clusters Score -2.323527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 164320 members 
Entering Unmasked Estep 
Score: -23235272.000000 Penalty: 5963.000977
	Iteration 204Q: 3 clusters Score -2.323527e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 164327 members 
Entering Unmasked Estep 
Score: -23235272.000000 Penalty: 5963.000977
	Iteration 205Q: 3 clusters Score -2.323527e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 164338 members 
Entering Unmasked Estep 
Score: -23235250.000000 Penalty: 5963.000977
	Iteration 206Q: 3 clusters Score -2.323525e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 164350 members 
Entering Unmasked Estep 
Score: -23235248.000000 Penalty: 5963.000977
	Iteration 207Q: 3 clusters Score -2.323525e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 164361 members 
Entering Unmasked Estep 
Score: -23235232.000000 Penalty: 5963.000977
	Iteration 208Q: 3 clusters Score -2.323523e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 164369 members 
Entering Unmasked Estep 
Score: -23235238.000000 Penalty: 5963.000977
	Iteration 209Q: 3 clusters Score -2.323524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 164375 members 
Entering Unmasked Estep 
Score: -23235244.000000 Penalty: 5963.000977
	Iteration 210Q: 3 clusters Score -2.323524e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 164383 members 
Entering Unmasked Estep 
Score: -23235238.000000 Penalty: 5963.000977
	Iteration 211Q: 3 clusters Score -2.323524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 164390 members 
Entering Unmasked Estep 
Score: -23235238.000000 Penalty: 5963.000977
	Iteration 212Q: 3 clusters Score -2.323524e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 164397 members 
Entering Unmasked Estep 
Score: -23235216.000000 Penalty: 5963.000977
	Iteration 213Q: 3 clusters Score -2.323522e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 164403 members 
Entering Unmasked Estep 
Score: -23235232.000000 Penalty: 5963.000977
	Iteration 214Q: 3 clusters Score -2.323523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 164406 members 
Entering Unmasked Estep 
Score: -23235218.000000 Penalty: 5963.000977
	Iteration 215Q: 3 clusters Score -2.323522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 164410 members 
Entering Unmasked Estep 
Score: -23235222.000000 Penalty: 5963.000977
	Iteration 216Q: 3 clusters Score -2.323522e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 164410 members 
Entering Unmasked Estep 
Score: -23235222.000000 Penalty: 5963.000977
	Iteration 217F: 3 clusters Score -2.323522e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (88752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88752 members 
Entering Unmasked Estep 
Score: -12542502.000000 Penalty: 2825.613037
	Iteration 0F: 2 clusters Score -1.25425e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44783 members 
Mstep: Class 2 contains 43969 members 
Entering Unmasked Estep 
Score: -12483391.000000 Penalty: 5651.226074
	Iteration 0F: 3 clusters Score -1.248339e+07 nChanged 41820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49967 members 
Mstep: Class 2 contains 38785 members 
Entering Unmasked Estep 
Score: -12507814.000000 Penalty: 5651.226074
	Iteration 1F: 3 clusters Score -1.250781e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53136 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
Score: -12509512.000000 Penalty: 5651.226074
	Iteration 2Q: 3 clusters Score -1.250951e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57681 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -12512334.000000 Penalty: 5651.226074
	Iteration 3F: 3 clusters Score -1.251233e+07 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63785 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -12517060.000000 Penalty: 5651.226074
	Iteration 4F: 3 clusters Score -1.251706e+07 nChanged 7532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71145 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -12523916.000000 Penalty: 5651.226074
	Iteration 5F: 3 clusters Score -1.252392e+07 nChanged 7262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78335 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -12531092.000000 Penalty: 5651.226074
	Iteration 6F: 3 clusters Score -1.253109e+07 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83411 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -12536139.000000 Penalty: 5651.226074
	Iteration 7F: 3 clusters Score -1.253614e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86101 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -12538716.000000 Penalty: 5651.226074
	Iteration 8Q: 3 clusters Score -1.253872e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87208 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -12539748.000000 Penalty: 5651.226074
	Iteration 9Q: 3 clusters Score -1.253975e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87661 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -12540192.000000 Penalty: 5651.226074
	Iteration 10Q: 3 clusters Score -1.254019e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87872 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -12540339.000000 Penalty: 5651.226074
	Iteration 11Q: 3 clusters Score -1.254034e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87982 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -12540452.000000 Penalty: 5651.226074
	Iteration 12Q: 3 clusters Score -1.254045e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88037 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -12540516.000000 Penalty: 5651.226074
	Iteration 13Q: 3 clusters Score -1.254052e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88076 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -12540557.000000 Penalty: 5651.226074
	Iteration 14Q: 3 clusters Score -1.254056e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88095 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -12540576.000000 Penalty: 5651.226074
	Iteration 15Q: 3 clusters Score -1.254058e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88104 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -12540592.000000 Penalty: 5651.226074
	Iteration 16Q: 3 clusters Score -1.254059e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88108 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -12540601.000000 Penalty: 5651.226074
	Iteration 17Q: 3 clusters Score -1.25406e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88119 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -12540615.000000 Penalty: 5651.226074
	Iteration 18Q: 3 clusters Score -1.254062e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88122 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -12540611.000000 Penalty: 5651.226074
	Iteration 19Q: 3 clusters Score -1.254061e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88126 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -12540625.000000 Penalty: 5651.226074
	Iteration 20F: 3 clusters Score -1.254062e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88132 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -12540635.000000 Penalty: 5651.226074
	Iteration 21Q: 3 clusters Score -1.254064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88136 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -12540631.000000 Penalty: 5651.226074
	Iteration 22Q: 3 clusters Score -1.254063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88139 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -12540640.000000 Penalty: 5651.226074
	Iteration 23Q: 3 clusters Score -1.254064e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88141 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -12540642.000000 Penalty: 5651.226074
	Iteration 24Q: 3 clusters Score -1.254064e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88141 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -12540647.000000 Penalty: 5651.226074
	Iteration 25Q: 3 clusters Score -1.254065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88139 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -12540652.000000 Penalty: 5651.226074
	Iteration 26Q: 3 clusters Score -1.254065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88138 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -12540657.000000 Penalty: 5651.226074
	Iteration 27Q: 3 clusters Score -1.254066e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88139 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -12540651.000000 Penalty: 5651.226074
	Iteration 28Q: 3 clusters Score -1.254065e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88139 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -12540651.000000 Penalty: 5651.226074
	Iteration 29F: 3 clusters Score -1.254065e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (63711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63711 members 
Entering Unmasked Estep 
Score: -8978572.000000 Penalty: 2743.404053
	Iteration 0F: 2 clusters Score -8978572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -8935855.000000 Penalty: 5486.808105
	Iteration 0F: 3 clusters Score -8935855 nChanged 29646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -8952437.000000 Penalty: 5486.808105
	Iteration 1F: 3 clusters Score -8952437 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30752 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -8952960.000000 Penalty: 5486.808105
	Iteration 2Q: 3 clusters Score -8952960 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -8953554.000000 Penalty: 5486.808105
	Iteration 3Q: 3 clusters Score -8953554 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -8954273.000000 Penalty: 5486.808105
	Iteration 4Q: 3 clusters Score -8954273 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 36343 members 
Entering Unmasked Estep 
Score: -8955202.000000 Penalty: 5486.808105
	Iteration 5Q: 3 clusters Score -8955202 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -8956532.000000 Penalty: 5486.808105
	Iteration 6Q: 3 clusters Score -8956532 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 41680 members 
Entering Unmasked Estep 
Score: -8958436.000000 Penalty: 5486.808105
	Iteration 7F: 3 clusters Score -8958436 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 45578 members 
Entering Unmasked Estep 
Score: -8961313.000000 Penalty: 5486.808105
	Iteration 8F: 3 clusters Score -8961313 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 50065 members 
Entering Unmasked Estep 
Score: -8964829.000000 Penalty: 5486.808105
	Iteration 9F: 3 clusters Score -8964829 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 54440 members 
Entering Unmasked Estep 
Score: -8968567.000000 Penalty: 5486.808105
	Iteration 10F: 3 clusters Score -8968567 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 57946 members 
Entering Unmasked Estep 
Score: -8971600.000000 Penalty: 5486.808105
	Iteration 11F: 3 clusters Score -8971600 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 60302 members 
Entering Unmasked Estep 
Score: -8973679.000000 Penalty: 5486.808105
	Iteration 12Q: 3 clusters Score -8973679 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 61685 members 
Entering Unmasked Estep 
Score: -8974881.000000 Penalty: 5486.808105
	Iteration 13Q: 3 clusters Score -8974881 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 62412 members 
Entering Unmasked Estep 
Score: -8975499.000000 Penalty: 5486.808105
	Iteration 14Q: 3 clusters Score -8975499 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 62767 members 
Entering Unmasked Estep 
Score: -8975814.000000 Penalty: 5486.808105
	Iteration 15Q: 3 clusters Score -8975814 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 62959 members 
Entering Unmasked Estep 
Score: -8975952.000000 Penalty: 5486.808105
	Iteration 16Q: 3 clusters Score -8975952 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 63060 members 
Entering Unmasked Estep 
Score: -8976060.000000 Penalty: 5486.808105
	Iteration 17Q: 3 clusters Score -8976060 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 63117 members 
Entering Unmasked Estep 
Score: -8976118.000000 Penalty: 5486.808105
	Iteration 18Q: 3 clusters Score -8976118 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 63149 members 
Entering Unmasked Estep 
Score: -8976138.000000 Penalty: 5486.808105
	Iteration 19Q: 3 clusters Score -8976138 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 63169 members 
Entering Unmasked Estep 
Score: -8976162.000000 Penalty: 5486.808105
	Iteration 20F: 3 clusters Score -8976162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 63190 members 
Entering Unmasked Estep 
Score: -8976181.000000 Penalty: 5486.808105
	Iteration 21Q: 3 clusters Score -8976181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 63201 members 
Entering Unmasked Estep 
Score: -8976187.000000 Penalty: 5486.808105
	Iteration 22Q: 3 clusters Score -8976187 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 63213 members 
Entering Unmasked Estep 
Score: -8976210.000000 Penalty: 5486.808105
	Iteration 23Q: 3 clusters Score -8976210 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 63232 members 
Entering Unmasked Estep 
Score: -8976224.000000 Penalty: 5486.808105
	Iteration 24Q: 3 clusters Score -8976224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 63244 members 
Entering Unmasked Estep 
Score: -8976247.000000 Penalty: 5486.808105
	Iteration 25Q: 3 clusters Score -8976247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 63249 members 
Entering Unmasked Estep 
Score: -8976256.000000 Penalty: 5486.808105
	Iteration 26Q: 3 clusters Score -8976256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 63255 members 
Entering Unmasked Estep 
Score: -8976264.000000 Penalty: 5486.808105
	Iteration 27Q: 3 clusters Score -8976264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 63257 members 
Entering Unmasked Estep 
Score: -8976274.000000 Penalty: 5486.808105
	Iteration 28Q: 3 clusters Score -8976274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 63262 members 
Entering Unmasked Estep 
Score: -8976264.000000 Penalty: 5486.808105
	Iteration 29Q: 3 clusters Score -8976264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 63264 members 
Entering Unmasked Estep 
Score: -8976261.000000 Penalty: 5486.808105
	Iteration 30Q: 3 clusters Score -8976261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 63269 members 
Entering Unmasked Estep 
Score: -8976269.000000 Penalty: 5486.808105
	Iteration 31Q: 3 clusters Score -8976269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 63273 members 
Entering Unmasked Estep 
Score: -8976270.000000 Penalty: 5486.808105
	Iteration 32Q: 3 clusters Score -8976270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 63277 members 
Entering Unmasked Estep 
Score: -8976277.000000 Penalty: 5486.808105
	Iteration 33Q: 3 clusters Score -8976277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 63277 members 
Entering Unmasked Estep 
Score: -8976283.000000 Penalty: 5486.808105
	Iteration 34Q: 3 clusters Score -8976283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 63279 members 
Entering Unmasked Estep 
Score: -8976287.000000 Penalty: 5486.808105
	Iteration 35Q: 3 clusters Score -8976287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 63279 members 
Entering Unmasked Estep 
Score: -8976287.000000 Penalty: 5486.808105
	Iteration 36F: 3 clusters Score -8976287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -28975.349609 Penalty: 1369.322388
	Iteration 0F: 2 clusters Score -28975.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27820.578125 Penalty: 2738.644775
	Iteration 0F: 3 clusters Score -27820.58 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27972.695312 Penalty: 2738.644775
	Iteration 1F: 3 clusters Score -27972.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -28016.623047 Penalty: 2738.644775
	Iteration 2Q: 3 clusters Score -28016.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -28028.464844 Penalty: 2738.644775
	Iteration 3Q: 3 clusters Score -28028.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -28047.031250 Penalty: 2738.644775
	Iteration 4Q: 3 clusters Score -28047.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -28074.320312 Penalty: 2738.644775
	Iteration 5Q: 3 clusters Score -28074.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -28074.320312 Penalty: 2738.644775
	Iteration 6F: 3 clusters Score -28074.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Entering Unmasked Estep 
Score: -55497.449219 Penalty: 1524.289673
	Iteration 0F: 2 clusters Score -55497.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -54052.882812 Penalty: 3048.579346
	Iteration 0F: 3 clusters Score -54052.88 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -54281.324219 Penalty: 3048.579346
	Iteration 1F: 3 clusters Score -54281.32 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -54446.171875 Penalty: 3048.579346
	Iteration 2F: 3 clusters Score -54446.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -54594.019531 Penalty: 3048.579346
	Iteration 3Q: 3 clusters Score -54594.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -54652.078125 Penalty: 3048.579346
	Iteration 4Q: 3 clusters Score -54652.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -54683.949219 Penalty: 3048.579346
	Iteration 5Q: 3 clusters Score -54683.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -54717.460938 Penalty: 3048.579346
	Iteration 6Q: 3 clusters Score -54717.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -54739.382812 Penalty: 3048.579346
	Iteration 7Q: 3 clusters Score -54739.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -54746.628906 Penalty: 3048.579346
	Iteration 8Q: 3 clusters Score -54746.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -54759.816406 Penalty: 3048.579346
	Iteration 9Q: 3 clusters Score -54759.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -54759.816406 Penalty: 3048.579346
	Iteration 10F: 3 clusters Score -54759.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -15247.755859 Penalty: 1255.523560
	Iteration 0F: 2 clusters Score -15247.76 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 77 members 
Entering Unmasked Estep 
Score: -14315.200195 Penalty: 2511.047119
	Iteration 0F: 3 clusters Score -14315.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -14350.047852 Penalty: 2511.047119
	Iteration 1Q: 3 clusters Score -14350.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -14358.814453 Penalty: 2511.047119
	Iteration 2Q: 3 clusters Score -14358.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -14369.492188 Penalty: 2511.047119
	Iteration 3Q: 3 clusters Score -14369.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -14388.799805 Penalty: 2511.047119
	Iteration 4Q: 3 clusters Score -14388.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -14395.650391 Penalty: 2511.047119
	Iteration 5Q: 3 clusters Score -14395.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -14395.650391 Penalty: 2511.047119
	Iteration 6F: 3 clusters Score -14395.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -39940.218750 Penalty: 1432.088745
	Iteration 0F: 2 clusters Score -39940.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -38601.695312 Penalty: 2864.177490
	Iteration 0F: 3 clusters Score -38601.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -38730.351562 Penalty: 2864.177490
	Iteration 1F: 3 clusters Score -38730.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38773.296875 Penalty: 2864.177490
	Iteration 2Q: 3 clusters Score -38773.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -38791.230469 Penalty: 2864.177490
	Iteration 3Q: 3 clusters Score -38791.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -38791.230469 Penalty: 2864.177490
	Iteration 4F: 3 clusters Score -38791.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30166 members 
Mstep: Class 5 contains 180773 members 
Mstep: Class 6 contains 132498 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31921 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39201 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157265 members 
Mstep: Class 15 contains 27865 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166405 members 
Mstep: Class 22 contains 88752 members 
Mstep: Class 23 contains 63711 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689944.000000 Penalty: 92242.843750
Iteration 359Q: 28 clusters Score -1.326899e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30166 members 
Mstep: Class 5 contains 180774 members 
Mstep: Class 6 contains 132498 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31921 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39201 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157265 members 
Mstep: Class 15 contains 27865 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166405 members 
Mstep: Class 22 contains 88750 members 
Mstep: Class 23 contains 63712 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689984.000000 Penalty: 92242.843750
Iteration 360F: 28 clusters Score -1.3269e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30166 members 
Mstep: Class 5 contains 180775 members 
Mstep: Class 6 contains 132498 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31921 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39201 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157266 members 
Mstep: Class 15 contains 27865 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166405 members 
Mstep: Class 22 contains 88748 members 
Mstep: Class 23 contains 63712 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689960.000000 Penalty: 92242.843750
Iteration 361Q: 28 clusters Score -1.3269e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30166 members 
Mstep: Class 5 contains 180774 members 
Mstep: Class 6 contains 132498 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31921 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39201 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157268 members 
Mstep: Class 15 contains 27865 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166405 members 
Mstep: Class 22 contains 88747 members 
Mstep: Class 23 contains 63712 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689968.000000 Penalty: 92242.843750
Iteration 362Q: 28 clusters Score -1.3269e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30166 members 
Mstep: Class 5 contains 180774 members 
Mstep: Class 6 contains 132496 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31921 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39201 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157270 members 
Mstep: Class 15 contains 27865 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166405 members 
Mstep: Class 22 contains 88747 members 
Mstep: Class 23 contains 63712 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689960.000000 Penalty: 92242.843750
Iteration 363Q: 28 clusters Score -1.3269e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30166 members 
Mstep: Class 5 contains 180775 members 
Mstep: Class 6 contains 132494 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31921 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39201 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157270 members 
Mstep: Class 15 contains 27865 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166405 members 
Mstep: Class 22 contains 88748 members 
Mstep: Class 23 contains 63712 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689984.000000 Penalty: 92242.843750
Iteration 364Q: 28 clusters Score -1.3269e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30166 members 
Mstep: Class 5 contains 180775 members 
Mstep: Class 6 contains 132494 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31921 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39201 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157270 members 
Mstep: Class 15 contains 27865 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166405 members 
Mstep: Class 22 contains 88748 members 
Mstep: Class 23 contains 63712 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132689984.000000 Penalty: 92242.843750
Iteration 365F: 28 clusters Score -1.3269e+08 nChanged 0
Entering ConstructFrom: 
Score: -132689984.000000 Penalty: 92242.843750
Entering ConstructFrom: 
Trying to split cluster 1 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -75731.757812 Penalty: 1609.322754
	Iteration 0F: 2 clusters Score -75731.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -74116.421875 Penalty: 3218.645508
	Iteration 0F: 3 clusters Score -74116.42 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -74552.984375 Penalty: 3218.645508
	Iteration 1F: 3 clusters Score -74552.98 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -74794.078125 Penalty: 3218.645508
	Iteration 2F: 3 clusters Score -74794.08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -74969.539062 Penalty: 3218.645508
	Iteration 3F: 3 clusters Score -74969.54 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -75110.976562 Penalty: 3218.645508
	Iteration 4F: 3 clusters Score -75110.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -75276.726562 Penalty: 3218.645508
	Iteration 5Q: 3 clusters Score -75276.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -75479.210938 Penalty: 3218.645508
	Iteration 6Q: 3 clusters Score -75479.21 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -75723.882812 Penalty: 3218.645508
	Iteration 7Q: 3 clusters Score -75723.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -75978.070312 Penalty: 3218.645508
	Iteration 8Q: 3 clusters Score -75978.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -76042.960938 Penalty: 3218.645508
	Iteration 9Q: 3 clusters Score -76042.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -76112.835938 Penalty: 3218.645508
	Iteration 10Q: 3 clusters Score -76112.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -76209.531250 Penalty: 3218.645508
	Iteration 11Q: 3 clusters Score -76209.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -76241.054688 Penalty: 3218.645508
	Iteration 12Q: 3 clusters Score -76241.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -76279.312500 Penalty: 3218.645508
	Iteration 13Q: 3 clusters Score -76279.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -76307.531250 Penalty: 3218.645508
	Iteration 14Q: 3 clusters Score -76307.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -76312.117188 Penalty: 3218.645508
	Iteration 15Q: 3 clusters Score -76312.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -76314.617188 Penalty: 3218.645508
	Iteration 16F: 3 clusters Score -76314.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -76319.242188 Penalty: 3218.645508
	Iteration 17Q: 3 clusters Score -76319.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -76319.242188 Penalty: 3218.645508
	Iteration 18F: 3 clusters Score -76319.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30166 members 
Mstep: Class 5 contains 180775 members 
Mstep: Class 6 contains 132494 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31921 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39201 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157270 members 
Mstep: Class 15 contains 27865 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166405 members 
Mstep: Class 22 contains 88748 members 
Mstep: Class 23 contains 63712 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Mstep: Class 28 contains 374 members 
Entering Unmasked Estep 
Score: -132688816.000000 Penalty: 95659.250000
Splitting cluster 1 changes total score from -132689984.000000 to -132688816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -69633.234375 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -69633.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -68215.960938 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -68215.96 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -69061.812500 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -69061.81 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -69393.664062 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -69393.66 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -69574.531250 Penalty: 3193.125000
	Iteration 3F: 3 clusters Score -69574.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -69680.726562 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -69680.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -69735.585938 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -69735.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -69758.523438 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -69758.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -69771.890625 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -69771.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -69771.890625 Penalty: 3193.125000
	Iteration 8F: 3 clusters Score -69771.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 556 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30166 members 
Mstep: Class 5 contains 180775 members 
Mstep: Class 6 contains 132494 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31921 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39201 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157270 members 
Mstep: Class 15 contains 27865 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166405 members 
Mstep: Class 22 contains 88748 members 
Mstep: Class 23 contains 63712 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Mstep: Class 28 contains 69 members 
Entering Unmasked Estep 
Score: -132688280.000000 Penalty: 95659.250000
Splitting cluster 2 changes total score from -132689984.000000 to -132688280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Entering Unmasked Estep 
Score: -206385.625000 Penalty: 1811.686646
	Iteration 0F: 2 clusters Score -206385.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -204134.703125 Penalty: 3623.373291
	Iteration 0F: 3 clusters Score -204134.7 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -204484.843750 Penalty: 3623.373291
	Iteration 1F: 3 clusters Score -204484.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -204571.250000 Penalty: 3623.373291
	Iteration 2F: 3 clusters Score -204571.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -204623.593750 Penalty: 3623.373291
	Iteration 3Q: 3 clusters Score -204623.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -204649.109375 Penalty: 3623.373291
	Iteration 4Q: 3 clusters Score -204649.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -204667.265625 Penalty: 3623.373291
	Iteration 5Q: 3 clusters Score -204667.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -204686.046875 Penalty: 3623.373291
	Iteration 6Q: 3 clusters Score -204686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -204702.218750 Penalty: 3623.373291
	Iteration 7Q: 3 clusters Score -204702.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -204710.750000 Penalty: 3623.373291
	Iteration 8Q: 3 clusters Score -204710.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -204711.937500 Penalty: 3623.373291
	Iteration 9Q: 3 clusters Score -204711.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -204715.015625 Penalty: 3623.373291
	Iteration 10Q: 3 clusters Score -204715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -204716.843750 Penalty: 3623.373291
	Iteration 11Q: 3 clusters Score -204716.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -204719.750000 Penalty: 3623.373291
	Iteration 12Q: 3 clusters Score -204719.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -204720.796875 Penalty: 3623.373291
	Iteration 13Q: 3 clusters Score -204720.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -204722.312500 Penalty: 3623.373291
	Iteration 14Q: 3 clusters Score -204722.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -204723.875000 Penalty: 3623.373291
	Iteration 15Q: 3 clusters Score -204723.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -204726.468750 Penalty: 3623.373291
	Iteration 16Q: 3 clusters Score -204726.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -204729.218750 Penalty: 3623.373291
	Iteration 17Q: 3 clusters Score -204729.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -204730.640625 Penalty: 3623.373291
	Iteration 18Q: 3 clusters Score -204730.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -204730.640625 Penalty: 3623.373291
	Iteration 19F: 3 clusters Score -204730.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Entering Unmasked Estep 
Score: -4279956.500000 Penalty: 2557.988525
	Iteration 0F: 2 clusters Score -4279956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -4259094.000000 Penalty: 5115.977051
	Iteration 0F: 3 clusters Score -4259094 nChanged 13696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -4266595.500000 Penalty: 5115.977051
	Iteration 1F: 3 clusters Score -4266596 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -4267040.000000 Penalty: 5115.977051
	Iteration 2Q: 3 clusters Score -4267040 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -4267442.000000 Penalty: 5115.977051
	Iteration 3Q: 3 clusters Score -4267442 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -4267883.000000 Penalty: 5115.977051
	Iteration 4Q: 3 clusters Score -4267883 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -4268406.500000 Penalty: 5115.977051
	Iteration 5Q: 3 clusters Score -4268406 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -4269064.500000 Penalty: 5115.977051
	Iteration 6Q: 3 clusters Score -4269064 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -4269726.000000 Penalty: 5115.977051
	Iteration 7Q: 3 clusters Score -4269726 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -4270515.000000 Penalty: 5115.977051
	Iteration 8Q: 3 clusters Score -4270515 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -4271370.500000 Penalty: 5115.977051
	Iteration 9F: 3 clusters Score -4271370 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -4272282.000000 Penalty: 5115.977051
	Iteration 10F: 3 clusters Score -4272282 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -4272995.000000 Penalty: 5115.977051
	Iteration 11Q: 3 clusters Score -4272995 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -4273466.500000 Penalty: 5115.977051
	Iteration 12Q: 3 clusters Score -4273466 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -4273755.500000 Penalty: 5115.977051
	Iteration 13Q: 3 clusters Score -4273756 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -4273933.500000 Penalty: 5115.977051
	Iteration 14Q: 3 clusters Score -4273934 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -4274069.000000 Penalty: 5115.977051
	Iteration 15Q: 3 clusters Score -4274069 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -4274170.500000 Penalty: 5115.977051
	Iteration 16Q: 3 clusters Score -4274170 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -4274293.500000 Penalty: 5115.977051
	Iteration 17Q: 3 clusters Score -4274294 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -4274416.500000 Penalty: 5115.977051
	Iteration 18Q: 3 clusters Score -4274416 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -4274514.500000 Penalty: 5115.977051
	Iteration 19Q: 3 clusters Score -4274514 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -4274633.000000 Penalty: 5115.977051
	Iteration 20F: 3 clusters Score -4274633 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -4274759.500000 Penalty: 5115.977051
	Iteration 21Q: 3 clusters Score -4274760 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -4274922.000000 Penalty: 5115.977051
	Iteration 22Q: 3 clusters Score -4274922 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -4275067.500000 Penalty: 5115.977051
	Iteration 23Q: 3 clusters Score -4275068 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -4275282.000000 Penalty: 5115.977051
	Iteration 24Q: 3 clusters Score -4275282 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -4275455.000000 Penalty: 5115.977051
	Iteration 25Q: 3 clusters Score -4275455 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -4275625.500000 Penalty: 5115.977051
	Iteration 26Q: 3 clusters Score -4275626 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -4275805.000000 Penalty: 5115.977051
	Iteration 27Q: 3 clusters Score -4275805 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -4276022.000000 Penalty: 5115.977051
	Iteration 28Q: 3 clusters Score -4276022 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -4276222.000000 Penalty: 5115.977051
	Iteration 29Q: 3 clusters Score -4276222 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -4276425.000000 Penalty: 5115.977051
	Iteration 30Q: 3 clusters Score -4276425 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -4276601.500000 Penalty: 5115.977051
	Iteration 31Q: 3 clusters Score -4276602 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -4276776.500000 Penalty: 5115.977051
	Iteration 32Q: 3 clusters Score -4276776 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -4276963.000000 Penalty: 5115.977051
	Iteration 33Q: 3 clusters Score -4276963 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -4277093.000000 Penalty: 5115.977051
	Iteration 34Q: 3 clusters Score -4277093 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -4277221.500000 Penalty: 5115.977051
	Iteration 35Q: 3 clusters Score -4277222 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -4277351.000000 Penalty: 5115.977051
	Iteration 36Q: 3 clusters Score -4277351 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -4277501.000000 Penalty: 5115.977051
	Iteration 37Q: 3 clusters Score -4277501 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -4277622.500000 Penalty: 5115.977051
	Iteration 38Q: 3 clusters Score -4277622 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -4277740.500000 Penalty: 5115.977051
	Iteration 39Q: 3 clusters Score -4277740 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -4277843.000000 Penalty: 5115.977051
	Iteration 40F: 3 clusters Score -4277843 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -4277930.500000 Penalty: 5115.977051
	Iteration 41Q: 3 clusters Score -4277930 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -4277995.000000 Penalty: 5115.977051
	Iteration 42Q: 3 clusters Score -4277995 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -4278078.500000 Penalty: 5115.977051
	Iteration 43Q: 3 clusters Score -4278078 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -4278137.500000 Penalty: 5115.977051
	Iteration 44Q: 3 clusters Score -4278138 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -4278172.000000 Penalty: 5115.977051
	Iteration 45Q: 3 clusters Score -4278172 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -4278205.500000 Penalty: 5115.977051
	Iteration 46Q: 3 clusters Score -4278206 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -4278234.500000 Penalty: 5115.977051
	Iteration 47Q: 3 clusters Score -4278234 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -4278279.500000 Penalty: 5115.977051
	Iteration 48Q: 3 clusters Score -4278280 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -4278304.000000 Penalty: 5115.977051
	Iteration 49Q: 3 clusters Score -4278304 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -4278314.500000 Penalty: 5115.977051
	Iteration 50Q: 3 clusters Score -4278314 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -4278334.000000 Penalty: 5115.977051
	Iteration 51Q: 3 clusters Score -4278334 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -4278339.500000 Penalty: 5115.977051
	Iteration 52Q: 3 clusters Score -4278340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -4278357.500000 Penalty: 5115.977051
	Iteration 53Q: 3 clusters Score -4278358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -4278360.000000 Penalty: 5115.977051
	Iteration 54Q: 3 clusters Score -4278360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -4278365.000000 Penalty: 5115.977051
	Iteration 55Q: 3 clusters Score -4278365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -4278365.500000 Penalty: 5115.977051
	Iteration 56Q: 3 clusters Score -4278366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -4278367.500000 Penalty: 5115.977051
	Iteration 57Q: 3 clusters Score -4278368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -4278370.500000 Penalty: 5115.977051
	Iteration 58Q: 3 clusters Score -4278370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 29082 members 
Entering Unmasked Estep 
Score: -4278371.500000 Penalty: 5115.977051
	Iteration 59Q: 3 clusters Score -4278372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -4278380.000000 Penalty: 5115.977051
	Iteration 60F: 3 clusters Score -4278380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -4278377.000000 Penalty: 5115.977051
	Iteration 61Q: 3 clusters Score -4278377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -4278380.500000 Penalty: 5115.977051
	Iteration 62Q: 3 clusters Score -4278380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -4278381.500000 Penalty: 5115.977051
	Iteration 63Q: 3 clusters Score -4278382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -4278380.000000 Penalty: 5115.977051
	Iteration 64Q: 3 clusters Score -4278380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -4278380.000000 Penalty: 5115.977051
	Iteration 65Q: 3 clusters Score -4278380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -4278378.500000 Penalty: 5115.977051
	Iteration 66Q: 3 clusters Score -4278378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -4278378.500000 Penalty: 5115.977051
	Iteration 67Q: 3 clusters Score -4278378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -4278378.500000 Penalty: 5115.977051
	Iteration 68Q: 3 clusters Score -4278378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -4278381.500000 Penalty: 5115.977051
	Iteration 69Q: 3 clusters Score -4278382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -4278381.500000 Penalty: 5115.977051
	Iteration 70F: 3 clusters Score -4278382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (180775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180775 members 
Entering Unmasked Estep 
Score: -25458600.000000 Penalty: 3002.041992
	Iteration 0F: 2 clusters Score -2.54586e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90127 members 
Mstep: Class 2 contains 90648 members 
Entering Unmasked Estep 
Score: -25351852.000000 Penalty: 6004.083984
	Iteration 0F: 3 clusters Score -2.535185e+07 nChanged 86853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86250 members 
Mstep: Class 2 contains 94525 members 
Entering Unmasked Estep 
Score: -25402572.000000 Penalty: 6004.083984
	Iteration 1F: 3 clusters Score -2.540257e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84199 members 
Mstep: Class 2 contains 96576 members 
Entering Unmasked Estep 
Score: -25403666.000000 Penalty: 6004.083984
	Iteration 2Q: 3 clusters Score -2.540367e+07 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81286 members 
Mstep: Class 2 contains 99489 members 
Entering Unmasked Estep 
Score: -25404958.000000 Penalty: 6004.083984
	Iteration 3Q: 3 clusters Score -2.540496e+07 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77251 members 
Mstep: Class 2 contains 103524 members 
Entering Unmasked Estep 
Score: -25407090.000000 Penalty: 6004.083984
	Iteration 4Q: 3 clusters Score -2.540709e+07 nChanged 8327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72018 members 
Mstep: Class 2 contains 108757 members 
Entering Unmasked Estep 
Score: -25410086.000000 Penalty: 6004.083984
	Iteration 5Q: 3 clusters Score -2.541009e+07 nChanged 9886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65790 members 
Mstep: Class 2 contains 114985 members 
Entering Unmasked Estep 
Score: -25414636.000000 Penalty: 6004.083984
	Iteration 6F: 3 clusters Score -2.541464e+07 nChanged 11136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59746 members 
Mstep: Class 2 contains 121029 members 
Entering Unmasked Estep 
Score: -25421236.000000 Penalty: 6004.083984
	Iteration 7F: 3 clusters Score -2.542124e+07 nChanged 11547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55539 members 
Mstep: Class 2 contains 125236 members 
Entering Unmasked Estep 
Score: -25428880.000000 Penalty: 6004.083984
	Iteration 8F: 3 clusters Score -2.542888e+07 nChanged 10568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54391 members 
Mstep: Class 2 contains 126384 members 
Entering Unmasked Estep 
Score: -25434698.000000 Penalty: 6004.083984
	Iteration 9F: 3 clusters Score -2.54347e+07 nChanged 8027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55254 members 
Mstep: Class 2 contains 125521 members 
Entering Unmasked Estep 
Score: -25437178.000000 Penalty: 6004.083984
	Iteration 10Q: 3 clusters Score -2.543718e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56711 members 
Mstep: Class 2 contains 124064 members 
Entering Unmasked Estep 
Score: -25437708.000000 Penalty: 6004.083984
	Iteration 11Q: 3 clusters Score -2.543771e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58259 members 
Mstep: Class 2 contains 122516 members 
Entering Unmasked Estep 
Score: -25438016.000000 Penalty: 6004.083984
	Iteration 12Q: 3 clusters Score -2.543802e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59959 members 
Mstep: Class 2 contains 120816 members 
Entering Unmasked Estep 
Score: -25438218.000000 Penalty: 6004.083984
	Iteration 13Q: 3 clusters Score -2.543822e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61639 members 
Mstep: Class 2 contains 119136 members 
Entering Unmasked Estep 
Score: -25438322.000000 Penalty: 6004.083984
	Iteration 14Q: 3 clusters Score -2.543832e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63435 members 
Mstep: Class 2 contains 117340 members 
Entering Unmasked Estep 
Score: -25438438.000000 Penalty: 6004.083984
	Iteration 15Q: 3 clusters Score -2.543844e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65295 members 
Mstep: Class 2 contains 115480 members 
Entering Unmasked Estep 
Score: -25438482.000000 Penalty: 6004.083984
	Iteration 16Q: 3 clusters Score -2.543848e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67235 members 
Mstep: Class 2 contains 113540 members 
Entering Unmasked Estep 
Score: -25438842.000000 Penalty: 6004.083984
	Iteration 17Q: 3 clusters Score -2.543884e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69250 members 
Mstep: Class 2 contains 111525 members 
Entering Unmasked Estep 
Score: -25439280.000000 Penalty: 6004.083984
	Iteration 18Q: 3 clusters Score -2.543928e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71320 members 
Mstep: Class 2 contains 109455 members 
Entering Unmasked Estep 
Score: -25439608.000000 Penalty: 6004.083984
	Iteration 19Q: 3 clusters Score -2.543961e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73490 members 
Mstep: Class 2 contains 107285 members 
Entering Unmasked Estep 
Score: -25439904.000000 Penalty: 6004.083984
	Iteration 20F: 3 clusters Score -2.54399e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75658 members 
Mstep: Class 2 contains 105117 members 
Entering Unmasked Estep 
Score: -25440200.000000 Penalty: 6004.083984
	Iteration 21Q: 3 clusters Score -2.54402e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77919 members 
Mstep: Class 2 contains 102856 members 
Entering Unmasked Estep 
Score: -25440592.000000 Penalty: 6004.083984
	Iteration 22Q: 3 clusters Score -2.544059e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80277 members 
Mstep: Class 2 contains 100498 members 
Entering Unmasked Estep 
Score: -25441050.000000 Penalty: 6004.083984
	Iteration 23Q: 3 clusters Score -2.544105e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82615 members 
Mstep: Class 2 contains 98160 members 
Entering Unmasked Estep 
Score: -25441678.000000 Penalty: 6004.083984
	Iteration 24Q: 3 clusters Score -2.544168e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85021 members 
Mstep: Class 2 contains 95754 members 
Entering Unmasked Estep 
Score: -25442082.000000 Penalty: 6004.083984
	Iteration 25Q: 3 clusters Score -2.544208e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87406 members 
Mstep: Class 2 contains 93369 members 
Entering Unmasked Estep 
Score: -25442556.000000 Penalty: 6004.083984
	Iteration 26Q: 3 clusters Score -2.544256e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89723 members 
Mstep: Class 2 contains 91052 members 
Entering Unmasked Estep 
Score: -25442890.000000 Penalty: 6004.083984
	Iteration 27Q: 3 clusters Score -2.544289e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91975 members 
Mstep: Class 2 contains 88800 members 
Entering Unmasked Estep 
Score: -25443254.000000 Penalty: 6004.083984
	Iteration 28Q: 3 clusters Score -2.544325e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94254 members 
Mstep: Class 2 contains 86521 members 
Entering Unmasked Estep 
Score: -25443664.000000 Penalty: 6004.083984
	Iteration 29Q: 3 clusters Score -2.544366e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96495 members 
Mstep: Class 2 contains 84280 members 
Entering Unmasked Estep 
Score: -25444274.000000 Penalty: 6004.083984
	Iteration 30Q: 3 clusters Score -2.544427e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98744 members 
Mstep: Class 2 contains 82031 members 
Entering Unmasked Estep 
Score: -25444756.000000 Penalty: 6004.083984
	Iteration 31Q: 3 clusters Score -2.544476e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100933 members 
Mstep: Class 2 contains 79842 members 
Entering Unmasked Estep 
Score: -25445386.000000 Penalty: 6004.083984
	Iteration 32Q: 3 clusters Score -2.544539e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103037 members 
Mstep: Class 2 contains 77738 members 
Entering Unmasked Estep 
Score: -25446028.000000 Penalty: 6004.083984
	Iteration 33Q: 3 clusters Score -2.544603e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105015 members 
Mstep: Class 2 contains 75760 members 
Entering Unmasked Estep 
Score: -25446570.000000 Penalty: 6004.083984
	Iteration 34Q: 3 clusters Score -2.544657e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106750 members 
Mstep: Class 2 contains 74025 members 
Entering Unmasked Estep 
Score: -25446948.000000 Penalty: 6004.083984
	Iteration 35Q: 3 clusters Score -2.544695e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108245 members 
Mstep: Class 2 contains 72530 members 
Entering Unmasked Estep 
Score: -25447318.000000 Penalty: 6004.083984
	Iteration 36Q: 3 clusters Score -2.544732e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109424 members 
Mstep: Class 2 contains 71351 members 
Entering Unmasked Estep 
Score: -25447482.000000 Penalty: 6004.083984
	Iteration 37Q: 3 clusters Score -2.544748e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110308 members 
Mstep: Class 2 contains 70467 members 
Entering Unmasked Estep 
Score: -25447760.000000 Penalty: 6004.083984
	Iteration 38Q: 3 clusters Score -2.544776e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110906 members 
Mstep: Class 2 contains 69869 members 
Entering Unmasked Estep 
Score: -25447836.000000 Penalty: 6004.083984
	Iteration 39Q: 3 clusters Score -2.544784e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111257 members 
Mstep: Class 2 contains 69518 members 
Entering Unmasked Estep 
Score: -25448870.000000 Penalty: 6004.083984
	Iteration 40F: 3 clusters Score -2.544887e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112420 members 
Mstep: Class 2 contains 68355 members 
Entering Unmasked Estep 
Score: -25449286.000000 Penalty: 6004.083984
	Iteration 41Q: 3 clusters Score -2.544929e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113372 members 
Mstep: Class 2 contains 67403 members 
Entering Unmasked Estep 
Score: -25449630.000000 Penalty: 6004.083984
	Iteration 42Q: 3 clusters Score -2.544963e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114149 members 
Mstep: Class 2 contains 66626 members 
Entering Unmasked Estep 
Score: -25449630.000000 Penalty: 6004.083984
	Iteration 43Q: 3 clusters Score -2.544963e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114680 members 
Mstep: Class 2 contains 66095 members 
Entering Unmasked Estep 
Score: -25449672.000000 Penalty: 6004.083984
	Iteration 44Q: 3 clusters Score -2.544967e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115025 members 
Mstep: Class 2 contains 65750 members 
Entering Unmasked Estep 
Score: -25449734.000000 Penalty: 6004.083984
	Iteration 45Q: 3 clusters Score -2.544973e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115317 members 
Mstep: Class 2 contains 65458 members 
Entering Unmasked Estep 
Score: -25449782.000000 Penalty: 6004.083984
	Iteration 46Q: 3 clusters Score -2.544978e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115527 members 
Mstep: Class 2 contains 65248 members 
Entering Unmasked Estep 
Score: -25449696.000000 Penalty: 6004.083984
	Iteration 47Q: 3 clusters Score -2.54497e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115696 members 
Mstep: Class 2 contains 65079 members 
Entering Unmasked Estep 
Score: -25449684.000000 Penalty: 6004.083984
	Iteration 48Q: 3 clusters Score -2.544968e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115793 members 
Mstep: Class 2 contains 64982 members 
Entering Unmasked Estep 
Score: -25449648.000000 Penalty: 6004.083984
	Iteration 49Q: 3 clusters Score -2.544965e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115870 members 
Mstep: Class 2 contains 64905 members 
Entering Unmasked Estep 
Score: -25449628.000000 Penalty: 6004.083984
	Iteration 50Q: 3 clusters Score -2.544963e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115928 members 
Mstep: Class 2 contains 64847 members 
Entering Unmasked Estep 
Score: -25449588.000000 Penalty: 6004.083984
	Iteration 51Q: 3 clusters Score -2.544959e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115993 members 
Mstep: Class 2 contains 64782 members 
Entering Unmasked Estep 
Score: -25449520.000000 Penalty: 6004.083984
	Iteration 52Q: 3 clusters Score -2.544952e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116034 members 
Mstep: Class 2 contains 64741 members 
Entering Unmasked Estep 
Score: -25449550.000000 Penalty: 6004.083984
	Iteration 53Q: 3 clusters Score -2.544955e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116070 members 
Mstep: Class 2 contains 64705 members 
Entering Unmasked Estep 
Score: -25449586.000000 Penalty: 6004.083984
	Iteration 54Q: 3 clusters Score -2.544959e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116046 members 
Mstep: Class 2 contains 64729 members 
Entering Unmasked Estep 
Score: -25449596.000000 Penalty: 6004.083984
	Iteration 55Q: 3 clusters Score -2.54496e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116054 members 
Mstep: Class 2 contains 64721 members 
Entering Unmasked Estep 
Score: -25449544.000000 Penalty: 6004.083984
	Iteration 56Q: 3 clusters Score -2.544954e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116046 members 
Mstep: Class 2 contains 64729 members 
Entering Unmasked Estep 
Score: -25449548.000000 Penalty: 6004.083984
	Iteration 57Q: 3 clusters Score -2.544955e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116044 members 
Mstep: Class 2 contains 64731 members 
Entering Unmasked Estep 
Score: -25449514.000000 Penalty: 6004.083984
	Iteration 58Q: 3 clusters Score -2.544951e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116027 members 
Mstep: Class 2 contains 64748 members 
Entering Unmasked Estep 
Score: -25449468.000000 Penalty: 6004.083984
	Iteration 59Q: 3 clusters Score -2.544947e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115997 members 
Mstep: Class 2 contains 64778 members 
Entering Unmasked Estep 
Score: -25449428.000000 Penalty: 6004.083984
	Iteration 60F: 3 clusters Score -2.544943e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115953 members 
Mstep: Class 2 contains 64822 members 
Entering Unmasked Estep 
Score: -25449400.000000 Penalty: 6004.083984
	Iteration 61Q: 3 clusters Score -2.54494e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115916 members 
Mstep: Class 2 contains 64859 members 
Entering Unmasked Estep 
Score: -25449388.000000 Penalty: 6004.083984
	Iteration 62Q: 3 clusters Score -2.544939e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115828 members 
Mstep: Class 2 contains 64947 members 
Entering Unmasked Estep 
Score: -25449348.000000 Penalty: 6004.083984
	Iteration 63Q: 3 clusters Score -2.544935e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115763 members 
Mstep: Class 2 contains 65012 members 
Entering Unmasked Estep 
Score: -25449294.000000 Penalty: 6004.083984
	Iteration 64Q: 3 clusters Score -2.544929e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115676 members 
Mstep: Class 2 contains 65099 members 
Entering Unmasked Estep 
Score: -25449294.000000 Penalty: 6004.083984
	Iteration 65Q: 3 clusters Score -2.544929e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115590 members 
Mstep: Class 2 contains 65185 members 
Entering Unmasked Estep 
Score: -25449284.000000 Penalty: 6004.083984
	Iteration 66Q: 3 clusters Score -2.544928e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115517 members 
Mstep: Class 2 contains 65258 members 
Entering Unmasked Estep 
Score: -25449278.000000 Penalty: 6004.083984
	Iteration 67Q: 3 clusters Score -2.544928e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115433 members 
Mstep: Class 2 contains 65342 members 
Entering Unmasked Estep 
Score: -25449286.000000 Penalty: 6004.083984
	Iteration 68Q: 3 clusters Score -2.544929e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115338 members 
Mstep: Class 2 contains 65437 members 
Entering Unmasked Estep 
Score: -25449266.000000 Penalty: 6004.083984
	Iteration 69Q: 3 clusters Score -2.544927e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115225 members 
Mstep: Class 2 contains 65550 members 
Entering Unmasked Estep 
Score: -25449268.000000 Penalty: 6004.083984
	Iteration 70Q: 3 clusters Score -2.544927e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115091 members 
Mstep: Class 2 contains 65684 members 
Entering Unmasked Estep 
Score: -25449298.000000 Penalty: 6004.083984
	Iteration 71Q: 3 clusters Score -2.54493e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114955 members 
Mstep: Class 2 contains 65820 members 
Entering Unmasked Estep 
Score: -25449276.000000 Penalty: 6004.083984
	Iteration 72Q: 3 clusters Score -2.544928e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114794 members 
Mstep: Class 2 contains 65981 members 
Entering Unmasked Estep 
Score: -25449244.000000 Penalty: 6004.083984
	Iteration 73Q: 3 clusters Score -2.544924e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114636 members 
Mstep: Class 2 contains 66139 members 
Entering Unmasked Estep 
Score: -25449234.000000 Penalty: 6004.083984
	Iteration 74Q: 3 clusters Score -2.544923e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114470 members 
Mstep: Class 2 contains 66305 members 
Entering Unmasked Estep 
Score: -25449196.000000 Penalty: 6004.083984
	Iteration 75Q: 3 clusters Score -2.54492e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114300 members 
Mstep: Class 2 contains 66475 members 
Entering Unmasked Estep 
Score: -25449220.000000 Penalty: 6004.083984
	Iteration 76Q: 3 clusters Score -2.544922e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114151 members 
Mstep: Class 2 contains 66624 members 
Entering Unmasked Estep 
Score: -25449224.000000 Penalty: 6004.083984
	Iteration 77Q: 3 clusters Score -2.544922e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114012 members 
Mstep: Class 2 contains 66763 members 
Entering Unmasked Estep 
Score: -25449262.000000 Penalty: 6004.083984
	Iteration 78Q: 3 clusters Score -2.544926e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113869 members 
Mstep: Class 2 contains 66906 members 
Entering Unmasked Estep 
Score: -25449258.000000 Penalty: 6004.083984
	Iteration 79Q: 3 clusters Score -2.544926e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113728 members 
Mstep: Class 2 contains 67047 members 
Entering Unmasked Estep 
Score: -25449266.000000 Penalty: 6004.083984
	Iteration 80F: 3 clusters Score -2.544927e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113612 members 
Mstep: Class 2 contains 67163 members 
Entering Unmasked Estep 
Score: -25449252.000000 Penalty: 6004.083984
	Iteration 81Q: 3 clusters Score -2.544925e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113487 members 
Mstep: Class 2 contains 67288 members 
Entering Unmasked Estep 
Score: -25449264.000000 Penalty: 6004.083984
	Iteration 82Q: 3 clusters Score -2.544926e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113354 members 
Mstep: Class 2 contains 67421 members 
Entering Unmasked Estep 
Score: -25449280.000000 Penalty: 6004.083984
	Iteration 83Q: 3 clusters Score -2.544928e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113204 members 
Mstep: Class 2 contains 67571 members 
Entering Unmasked Estep 
Score: -25449272.000000 Penalty: 6004.083984
	Iteration 84Q: 3 clusters Score -2.544927e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113056 members 
Mstep: Class 2 contains 67719 members 
Entering Unmasked Estep 
Score: -25449250.000000 Penalty: 6004.083984
	Iteration 85Q: 3 clusters Score -2.544925e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112912 members 
Mstep: Class 2 contains 67863 members 
Entering Unmasked Estep 
Score: -25449260.000000 Penalty: 6004.083984
	Iteration 86Q: 3 clusters Score -2.544926e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112770 members 
Mstep: Class 2 contains 68005 members 
Entering Unmasked Estep 
Score: -25449268.000000 Penalty: 6004.083984
	Iteration 87Q: 3 clusters Score -2.544927e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112637 members 
Mstep: Class 2 contains 68138 members 
Entering Unmasked Estep 
Score: -25449236.000000 Penalty: 6004.083984
	Iteration 88Q: 3 clusters Score -2.544924e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112507 members 
Mstep: Class 2 contains 68268 members 
Entering Unmasked Estep 
Score: -25449288.000000 Penalty: 6004.083984
	Iteration 89Q: 3 clusters Score -2.544929e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112395 members 
Mstep: Class 2 contains 68380 members 
Entering Unmasked Estep 
Score: -25449272.000000 Penalty: 6004.083984
	Iteration 90Q: 3 clusters Score -2.544927e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112296 members 
Mstep: Class 2 contains 68479 members 
Entering Unmasked Estep 
Score: -25449284.000000 Penalty: 6004.083984
	Iteration 91Q: 3 clusters Score -2.544928e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112181 members 
Mstep: Class 2 contains 68594 members 
Entering Unmasked Estep 
Score: -25449200.000000 Penalty: 6004.083984
	Iteration 92Q: 3 clusters Score -2.54492e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112075 members 
Mstep: Class 2 contains 68700 members 
Entering Unmasked Estep 
Score: -25449194.000000 Penalty: 6004.083984
	Iteration 93Q: 3 clusters Score -2.544919e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111990 members 
Mstep: Class 2 contains 68785 members 
Entering Unmasked Estep 
Score: -25449200.000000 Penalty: 6004.083984
	Iteration 94Q: 3 clusters Score -2.54492e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111909 members 
Mstep: Class 2 contains 68866 members 
Entering Unmasked Estep 
Score: -25449232.000000 Penalty: 6004.083984
	Iteration 95Q: 3 clusters Score -2.544923e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111837 members 
Mstep: Class 2 contains 68938 members 
Entering Unmasked Estep 
Score: -25449232.000000 Penalty: 6004.083984
	Iteration 96Q: 3 clusters Score -2.544923e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111783 members 
Mstep: Class 2 contains 68992 members 
Entering Unmasked Estep 
Score: -25449234.000000 Penalty: 6004.083984
	Iteration 97Q: 3 clusters Score -2.544923e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111732 members 
Mstep: Class 2 contains 69043 members 
Entering Unmasked Estep 
Score: -25449216.000000 Penalty: 6004.083984
	Iteration 98Q: 3 clusters Score -2.544922e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111692 members 
Mstep: Class 2 contains 69083 members 
Entering Unmasked Estep 
Score: -25449230.000000 Penalty: 6004.083984
	Iteration 99Q: 3 clusters Score -2.544923e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111653 members 
Mstep: Class 2 contains 69122 members 
Entering Unmasked Estep 
Score: -25449250.000000 Penalty: 6004.083984
	Iteration 100F: 3 clusters Score -2.544925e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111616 members 
Mstep: Class 2 contains 69159 members 
Entering Unmasked Estep 
Score: -25449260.000000 Penalty: 6004.083984
	Iteration 101Q: 3 clusters Score -2.544926e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111580 members 
Mstep: Class 2 contains 69195 members 
Entering Unmasked Estep 
Score: -25449254.000000 Penalty: 6004.083984
	Iteration 102Q: 3 clusters Score -2.544925e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111547 members 
Mstep: Class 2 contains 69228 members 
Entering Unmasked Estep 
Score: -25449280.000000 Penalty: 6004.083984
	Iteration 103Q: 3 clusters Score -2.544928e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111515 members 
Mstep: Class 2 contains 69260 members 
Entering Unmasked Estep 
Score: -25449268.000000 Penalty: 6004.083984
	Iteration 104Q: 3 clusters Score -2.544927e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111479 members 
Mstep: Class 2 contains 69296 members 
Entering Unmasked Estep 
Score: -25449272.000000 Penalty: 6004.083984
	Iteration 105Q: 3 clusters Score -2.544927e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111439 members 
Mstep: Class 2 contains 69336 members 
Entering Unmasked Estep 
Score: -25449270.000000 Penalty: 6004.083984
	Iteration 106Q: 3 clusters Score -2.544927e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111382 members 
Mstep: Class 2 contains 69393 members 
Entering Unmasked Estep 
Score: -25449268.000000 Penalty: 6004.083984
	Iteration 107Q: 3 clusters Score -2.544927e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111340 members 
Mstep: Class 2 contains 69435 members 
Entering Unmasked Estep 
Score: -25449242.000000 Penalty: 6004.083984
	Iteration 108Q: 3 clusters Score -2.544924e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111287 members 
Mstep: Class 2 contains 69488 members 
Entering Unmasked Estep 
Score: -25449252.000000 Penalty: 6004.083984
	Iteration 109Q: 3 clusters Score -2.544925e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111228 members 
Mstep: Class 2 contains 69547 members 
Entering Unmasked Estep 
Score: -25449244.000000 Penalty: 6004.083984
	Iteration 110Q: 3 clusters Score -2.544924e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111175 members 
Mstep: Class 2 contains 69600 members 
Entering Unmasked Estep 
Score: -25449238.000000 Penalty: 6004.083984
	Iteration 111Q: 3 clusters Score -2.544924e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111121 members 
Mstep: Class 2 contains 69654 members 
Entering Unmasked Estep 
Score: -25449272.000000 Penalty: 6004.083984
	Iteration 112Q: 3 clusters Score -2.544927e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111069 members 
Mstep: Class 2 contains 69706 members 
Entering Unmasked Estep 
Score: -25449240.000000 Penalty: 6004.083984
	Iteration 113Q: 3 clusters Score -2.544924e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111010 members 
Mstep: Class 2 contains 69765 members 
Entering Unmasked Estep 
Score: -25449270.000000 Penalty: 6004.083984
	Iteration 114Q: 3 clusters Score -2.544927e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110944 members 
Mstep: Class 2 contains 69831 members 
Entering Unmasked Estep 
Score: -25449244.000000 Penalty: 6004.083984
	Iteration 115Q: 3 clusters Score -2.544924e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110877 members 
Mstep: Class 2 contains 69898 members 
Entering Unmasked Estep 
Score: -25449282.000000 Penalty: 6004.083984
	Iteration 116Q: 3 clusters Score -2.544928e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110802 members 
Mstep: Class 2 contains 69973 members 
Entering Unmasked Estep 
Score: -25449302.000000 Penalty: 6004.083984
	Iteration 117Q: 3 clusters Score -2.54493e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110729 members 
Mstep: Class 2 contains 70046 members 
Entering Unmasked Estep 
Score: -25449314.000000 Penalty: 6004.083984
	Iteration 118Q: 3 clusters Score -2.544931e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110660 members 
Mstep: Class 2 contains 70115 members 
Entering Unmasked Estep 
Score: -25449302.000000 Penalty: 6004.083984
	Iteration 119Q: 3 clusters Score -2.54493e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110579 members 
Mstep: Class 2 contains 70196 members 
Entering Unmasked Estep 
Score: -25449274.000000 Penalty: 6004.083984
	Iteration 120F: 3 clusters Score -2.544927e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110501 members 
Mstep: Class 2 contains 70274 members 
Entering Unmasked Estep 
Score: -25449298.000000 Penalty: 6004.083984
	Iteration 121Q: 3 clusters Score -2.54493e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110414 members 
Mstep: Class 2 contains 70361 members 
Entering Unmasked Estep 
Score: -25449312.000000 Penalty: 6004.083984
	Iteration 122Q: 3 clusters Score -2.544931e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110325 members 
Mstep: Class 2 contains 70450 members 
Entering Unmasked Estep 
Score: -25449290.000000 Penalty: 6004.083984
	Iteration 123Q: 3 clusters Score -2.544929e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110241 members 
Mstep: Class 2 contains 70534 members 
Entering Unmasked Estep 
Score: -25449316.000000 Penalty: 6004.083984
	Iteration 124Q: 3 clusters Score -2.544932e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110164 members 
Mstep: Class 2 contains 70611 members 
Entering Unmasked Estep 
Score: -25449326.000000 Penalty: 6004.083984
	Iteration 125Q: 3 clusters Score -2.544933e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110098 members 
Mstep: Class 2 contains 70677 members 
Entering Unmasked Estep 
Score: -25449322.000000 Penalty: 6004.083984
	Iteration 126Q: 3 clusters Score -2.544932e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110039 members 
Mstep: Class 2 contains 70736 members 
Entering Unmasked Estep 
Score: -25449326.000000 Penalty: 6004.083984
	Iteration 127Q: 3 clusters Score -2.544933e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109982 members 
Mstep: Class 2 contains 70793 members 
Entering Unmasked Estep 
Score: -25449326.000000 Penalty: 6004.083984
	Iteration 128Q: 3 clusters Score -2.544933e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109908 members 
Mstep: Class 2 contains 70867 members 
Entering Unmasked Estep 
Score: -25449342.000000 Penalty: 6004.083984
	Iteration 129Q: 3 clusters Score -2.544934e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109839 members 
Mstep: Class 2 contains 70936 members 
Entering Unmasked Estep 
Score: -25449344.000000 Penalty: 6004.083984
	Iteration 130Q: 3 clusters Score -2.544934e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109760 members 
Mstep: Class 2 contains 71015 members 
Entering Unmasked Estep 
Score: -25449348.000000 Penalty: 6004.083984
	Iteration 131Q: 3 clusters Score -2.544935e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109681 members 
Mstep: Class 2 contains 71094 members 
Entering Unmasked Estep 
Score: -25449360.000000 Penalty: 6004.083984
	Iteration 132Q: 3 clusters Score -2.544936e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109593 members 
Mstep: Class 2 contains 71182 members 
Entering Unmasked Estep 
Score: -25449362.000000 Penalty: 6004.083984
	Iteration 133Q: 3 clusters Score -2.544936e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109492 members 
Mstep: Class 2 contains 71283 members 
Entering Unmasked Estep 
Score: -25449392.000000 Penalty: 6004.083984
	Iteration 134Q: 3 clusters Score -2.544939e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109384 members 
Mstep: Class 2 contains 71391 members 
Entering Unmasked Estep 
Score: -25449374.000000 Penalty: 6004.083984
	Iteration 135Q: 3 clusters Score -2.544937e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109277 members 
Mstep: Class 2 contains 71498 members 
Entering Unmasked Estep 
Score: -25449402.000000 Penalty: 6004.083984
	Iteration 136Q: 3 clusters Score -2.54494e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109166 members 
Mstep: Class 2 contains 71609 members 
Entering Unmasked Estep 
Score: -25449354.000000 Penalty: 6004.083984
	Iteration 137Q: 3 clusters Score -2.544935e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109056 members 
Mstep: Class 2 contains 71719 members 
Entering Unmasked Estep 
Score: -25449344.000000 Penalty: 6004.083984
	Iteration 138Q: 3 clusters Score -2.544934e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108948 members 
Mstep: Class 2 contains 71827 members 
Entering Unmasked Estep 
Score: -25449372.000000 Penalty: 6004.083984
	Iteration 139Q: 3 clusters Score -2.544937e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108843 members 
Mstep: Class 2 contains 71932 members 
Entering Unmasked Estep 
Score: -25449386.000000 Penalty: 6004.083984
	Iteration 140F: 3 clusters Score -2.544939e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108763 members 
Mstep: Class 2 contains 72012 members 
Entering Unmasked Estep 
Score: -25449362.000000 Penalty: 6004.083984
	Iteration 141Q: 3 clusters Score -2.544936e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108671 members 
Mstep: Class 2 contains 72104 members 
Entering Unmasked Estep 
Score: -25449332.000000 Penalty: 6004.083984
	Iteration 142Q: 3 clusters Score -2.544933e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108593 members 
Mstep: Class 2 contains 72182 members 
Entering Unmasked Estep 
Score: -25449300.000000 Penalty: 6004.083984
	Iteration 143Q: 3 clusters Score -2.54493e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108519 members 
Mstep: Class 2 contains 72256 members 
Entering Unmasked Estep 
Score: -25449306.000000 Penalty: 6004.083984
	Iteration 144Q: 3 clusters Score -2.544931e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108441 members 
Mstep: Class 2 contains 72334 members 
Entering Unmasked Estep 
Score: -25449324.000000 Penalty: 6004.083984
	Iteration 145Q: 3 clusters Score -2.544932e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108360 members 
Mstep: Class 2 contains 72415 members 
Entering Unmasked Estep 
Score: -25449328.000000 Penalty: 6004.083984
	Iteration 146Q: 3 clusters Score -2.544933e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108280 members 
Mstep: Class 2 contains 72495 members 
Entering Unmasked Estep 
Score: -25449296.000000 Penalty: 6004.083984
	Iteration 147Q: 3 clusters Score -2.54493e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108182 members 
Mstep: Class 2 contains 72593 members 
Entering Unmasked Estep 
Score: -25449340.000000 Penalty: 6004.083984
	Iteration 148Q: 3 clusters Score -2.544934e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108073 members 
Mstep: Class 2 contains 72702 members 
Entering Unmasked Estep 
Score: -25449346.000000 Penalty: 6004.083984
	Iteration 149Q: 3 clusters Score -2.544935e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107946 members 
Mstep: Class 2 contains 72829 members 
Entering Unmasked Estep 
Score: -25449370.000000 Penalty: 6004.083984
	Iteration 150Q: 3 clusters Score -2.544937e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107805 members 
Mstep: Class 2 contains 72970 members 
Entering Unmasked Estep 
Score: -25449390.000000 Penalty: 6004.083984
	Iteration 151Q: 3 clusters Score -2.544939e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107676 members 
Mstep: Class 2 contains 73099 members 
Entering Unmasked Estep 
Score: -25449390.000000 Penalty: 6004.083984
	Iteration 152Q: 3 clusters Score -2.544939e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107543 members 
Mstep: Class 2 contains 73232 members 
Entering Unmasked Estep 
Score: -25449432.000000 Penalty: 6004.083984
	Iteration 153Q: 3 clusters Score -2.544943e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107391 members 
Mstep: Class 2 contains 73384 members 
Entering Unmasked Estep 
Score: -25449440.000000 Penalty: 6004.083984
	Iteration 154Q: 3 clusters Score -2.544944e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107237 members 
Mstep: Class 2 contains 73538 members 
Entering Unmasked Estep 
Score: -25449432.000000 Penalty: 6004.083984
	Iteration 155Q: 3 clusters Score -2.544943e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107103 members 
Mstep: Class 2 contains 73672 members 
Entering Unmasked Estep 
Score: -25449422.000000 Penalty: 6004.083984
	Iteration 156Q: 3 clusters Score -2.544942e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106968 members 
Mstep: Class 2 contains 73807 members 
Entering Unmasked Estep 
Score: -25449404.000000 Penalty: 6004.083984
	Iteration 157Q: 3 clusters Score -2.54494e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106847 members 
Mstep: Class 2 contains 73928 members 
Entering Unmasked Estep 
Score: -25449462.000000 Penalty: 6004.083984
	Iteration 158Q: 3 clusters Score -2.544946e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106702 members 
Mstep: Class 2 contains 74073 members 
Entering Unmasked Estep 
Score: -25449444.000000 Penalty: 6004.083984
	Iteration 159Q: 3 clusters Score -2.544944e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106543 members 
Mstep: Class 2 contains 74232 members 
Entering Unmasked Estep 
Score: -25449526.000000 Penalty: 6004.083984
	Iteration 160F: 3 clusters Score -2.544953e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106382 members 
Mstep: Class 2 contains 74393 members 
Entering Unmasked Estep 
Score: -25449540.000000 Penalty: 6004.083984
	Iteration 161Q: 3 clusters Score -2.544954e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106228 members 
Mstep: Class 2 contains 74547 members 
Entering Unmasked Estep 
Score: -25449554.000000 Penalty: 6004.083984
	Iteration 162Q: 3 clusters Score -2.544955e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106075 members 
Mstep: Class 2 contains 74700 members 
Entering Unmasked Estep 
Score: -25449542.000000 Penalty: 6004.083984
	Iteration 163Q: 3 clusters Score -2.544954e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105939 members 
Mstep: Class 2 contains 74836 members 
Entering Unmasked Estep 
Score: -25449514.000000 Penalty: 6004.083984
	Iteration 164Q: 3 clusters Score -2.544951e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105784 members 
Mstep: Class 2 contains 74991 members 
Entering Unmasked Estep 
Score: -25449558.000000 Penalty: 6004.083984
	Iteration 165Q: 3 clusters Score -2.544956e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105644 members 
Mstep: Class 2 contains 75131 members 
Entering Unmasked Estep 
Score: -25449568.000000 Penalty: 6004.083984
	Iteration 166Q: 3 clusters Score -2.544957e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105505 members 
Mstep: Class 2 contains 75270 members 
Entering Unmasked Estep 
Score: -25449602.000000 Penalty: 6004.083984
	Iteration 167Q: 3 clusters Score -2.54496e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105383 members 
Mstep: Class 2 contains 75392 members 
Entering Unmasked Estep 
Score: -25449618.000000 Penalty: 6004.083984
	Iteration 168Q: 3 clusters Score -2.544962e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105259 members 
Mstep: Class 2 contains 75516 members 
Entering Unmasked Estep 
Score: -25449604.000000 Penalty: 6004.083984
	Iteration 169Q: 3 clusters Score -2.54496e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105158 members 
Mstep: Class 2 contains 75617 members 
Entering Unmasked Estep 
Score: -25449604.000000 Penalty: 6004.083984
	Iteration 170Q: 3 clusters Score -2.54496e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105058 members 
Mstep: Class 2 contains 75717 members 
Entering Unmasked Estep 
Score: -25449592.000000 Penalty: 6004.083984
	Iteration 171Q: 3 clusters Score -2.544959e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104952 members 
Mstep: Class 2 contains 75823 members 
Entering Unmasked Estep 
Score: -25449608.000000 Penalty: 6004.083984
	Iteration 172Q: 3 clusters Score -2.544961e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104850 members 
Mstep: Class 2 contains 75925 members 
Entering Unmasked Estep 
Score: -25449582.000000 Penalty: 6004.083984
	Iteration 173Q: 3 clusters Score -2.544958e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104751 members 
Mstep: Class 2 contains 76024 members 
Entering Unmasked Estep 
Score: -25449584.000000 Penalty: 6004.083984
	Iteration 174Q: 3 clusters Score -2.544958e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104635 members 
Mstep: Class 2 contains 76140 members 
Entering Unmasked Estep 
Score: -25449586.000000 Penalty: 6004.083984
	Iteration 175Q: 3 clusters Score -2.544959e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104518 members 
Mstep: Class 2 contains 76257 members 
Entering Unmasked Estep 
Score: -25449620.000000 Penalty: 6004.083984
	Iteration 176Q: 3 clusters Score -2.544962e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104409 members 
Mstep: Class 2 contains 76366 members 
Entering Unmasked Estep 
Score: -25449592.000000 Penalty: 6004.083984
	Iteration 177Q: 3 clusters Score -2.544959e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104287 members 
Mstep: Class 2 contains 76488 members 
Entering Unmasked Estep 
Score: -25449644.000000 Penalty: 6004.083984
	Iteration 178Q: 3 clusters Score -2.544964e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104144 members 
Mstep: Class 2 contains 76631 members 
Entering Unmasked Estep 
Score: -25449648.000000 Penalty: 6004.083984
	Iteration 179Q: 3 clusters Score -2.544965e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103996 members 
Mstep: Class 2 contains 76779 members 
Entering Unmasked Estep 
Score: -25449660.000000 Penalty: 6004.083984
	Iteration 180F: 3 clusters Score -2.544966e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103850 members 
Mstep: Class 2 contains 76925 members 
Entering Unmasked Estep 
Score: -25449672.000000 Penalty: 6004.083984
	Iteration 181Q: 3 clusters Score -2.544967e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103700 members 
Mstep: Class 2 contains 77075 members 
Entering Unmasked Estep 
Score: -25449636.000000 Penalty: 6004.083984
	Iteration 182Q: 3 clusters Score -2.544964e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103576 members 
Mstep: Class 2 contains 77199 members 
Entering Unmasked Estep 
Score: -25449658.000000 Penalty: 6004.083984
	Iteration 183Q: 3 clusters Score -2.544966e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103451 members 
Mstep: Class 2 contains 77324 members 
Entering Unmasked Estep 
Score: -25449698.000000 Penalty: 6004.083984
	Iteration 184Q: 3 clusters Score -2.54497e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103326 members 
Mstep: Class 2 contains 77449 members 
Entering Unmasked Estep 
Score: -25449684.000000 Penalty: 6004.083984
	Iteration 185Q: 3 clusters Score -2.544968e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103202 members 
Mstep: Class 2 contains 77573 members 
Entering Unmasked Estep 
Score: -25449698.000000 Penalty: 6004.083984
	Iteration 186Q: 3 clusters Score -2.54497e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103076 members 
Mstep: Class 2 contains 77699 members 
Entering Unmasked Estep 
Score: -25449708.000000 Penalty: 6004.083984
	Iteration 187Q: 3 clusters Score -2.544971e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102938 members 
Mstep: Class 2 contains 77837 members 
Entering Unmasked Estep 
Score: -25449714.000000 Penalty: 6004.083984
	Iteration 188Q: 3 clusters Score -2.544971e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102796 members 
Mstep: Class 2 contains 77979 members 
Entering Unmasked Estep 
Score: -25449740.000000 Penalty: 6004.083984
	Iteration 189Q: 3 clusters Score -2.544974e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102653 members 
Mstep: Class 2 contains 78122 members 
Entering Unmasked Estep 
Score: -25449732.000000 Penalty: 6004.083984
	Iteration 190Q: 3 clusters Score -2.544973e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102506 members 
Mstep: Class 2 contains 78269 members 
Entering Unmasked Estep 
Score: -25449764.000000 Penalty: 6004.083984
	Iteration 191Q: 3 clusters Score -2.544976e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102350 members 
Mstep: Class 2 contains 78425 members 
Entering Unmasked Estep 
Score: -25449868.000000 Penalty: 6004.083984
	Iteration 192Q: 3 clusters Score -2.544987e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102216 members 
Mstep: Class 2 contains 78559 members 
Entering Unmasked Estep 
Score: -25449924.000000 Penalty: 6004.083984
	Iteration 193Q: 3 clusters Score -2.544992e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102059 members 
Mstep: Class 2 contains 78716 members 
Entering Unmasked Estep 
Score: -25449914.000000 Penalty: 6004.083984
	Iteration 194Q: 3 clusters Score -2.544991e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101893 members 
Mstep: Class 2 contains 78882 members 
Entering Unmasked Estep 
Score: -25449980.000000 Penalty: 6004.083984
	Iteration 195Q: 3 clusters Score -2.544998e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101724 members 
Mstep: Class 2 contains 79051 members 
Entering Unmasked Estep 
Score: -25449996.000000 Penalty: 6004.083984
	Iteration 196Q: 3 clusters Score -2.545e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101561 members 
Mstep: Class 2 contains 79214 members 
Entering Unmasked Estep 
Score: -25450010.000000 Penalty: 6004.083984
	Iteration 197Q: 3 clusters Score -2.545001e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101409 members 
Mstep: Class 2 contains 79366 members 
Entering Unmasked Estep 
Score: -25450034.000000 Penalty: 6004.083984
	Iteration 198Q: 3 clusters Score -2.545003e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101241 members 
Mstep: Class 2 contains 79534 members 
Entering Unmasked Estep 
Score: -25450030.000000 Penalty: 6004.083984
	Iteration 199Q: 3 clusters Score -2.545003e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101089 members 
Mstep: Class 2 contains 79686 members 
Entering Unmasked Estep 
Score: -25450004.000000 Penalty: 6004.083984
	Iteration 200F: 3 clusters Score -2.545e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100930 members 
Mstep: Class 2 contains 79845 members 
Entering Unmasked Estep 
Score: -25450020.000000 Penalty: 6004.083984
	Iteration 201Q: 3 clusters Score -2.545002e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100766 members 
Mstep: Class 2 contains 80009 members 
Entering Unmasked Estep 
Score: -25450012.000000 Penalty: 6004.083984
	Iteration 202Q: 3 clusters Score -2.545001e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100593 members 
Mstep: Class 2 contains 80182 members 
Entering Unmasked Estep 
Score: -25450050.000000 Penalty: 6004.083984
	Iteration 203Q: 3 clusters Score -2.545005e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100423 members 
Mstep: Class 2 contains 80352 members 
Entering Unmasked Estep 
Score: -25450104.000000 Penalty: 6004.083984
	Iteration 204Q: 3 clusters Score -2.54501e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100236 members 
Mstep: Class 2 contains 80539 members 
Entering Unmasked Estep 
Score: -25450112.000000 Penalty: 6004.083984
	Iteration 205Q: 3 clusters Score -2.545011e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100063 members 
Mstep: Class 2 contains 80712 members 
Entering Unmasked Estep 
Score: -25450120.000000 Penalty: 6004.083984
	Iteration 206Q: 3 clusters Score -2.545012e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99888 members 
Mstep: Class 2 contains 80887 members 
Entering Unmasked Estep 
Score: -25450094.000000 Penalty: 6004.083984
	Iteration 207Q: 3 clusters Score -2.545009e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99725 members 
Mstep: Class 2 contains 81050 members 
Entering Unmasked Estep 
Score: -25450108.000000 Penalty: 6004.083984
	Iteration 208Q: 3 clusters Score -2.545011e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99543 members 
Mstep: Class 2 contains 81232 members 
Entering Unmasked Estep 
Score: -25450128.000000 Penalty: 6004.083984
	Iteration 209Q: 3 clusters Score -2.545013e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99354 members 
Mstep: Class 2 contains 81421 members 
Entering Unmasked Estep 
Score: -25450102.000000 Penalty: 6004.083984
	Iteration 210Q: 3 clusters Score -2.54501e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99167 members 
Mstep: Class 2 contains 81608 members 
Entering Unmasked Estep 
Score: -25450090.000000 Penalty: 6004.083984
	Iteration 211Q: 3 clusters Score -2.545009e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98979 members 
Mstep: Class 2 contains 81796 members 
Entering Unmasked Estep 
Score: -25450040.000000 Penalty: 6004.083984
	Iteration 212Q: 3 clusters Score -2.545004e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98806 members 
Mstep: Class 2 contains 81969 members 
Entering Unmasked Estep 
Score: -25450058.000000 Penalty: 6004.083984
	Iteration 213Q: 3 clusters Score -2.545006e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98640 members 
Mstep: Class 2 contains 82135 members 
Entering Unmasked Estep 
Score: -25450078.000000 Penalty: 6004.083984
	Iteration 214Q: 3 clusters Score -2.545008e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98472 members 
Mstep: Class 2 contains 82303 members 
Entering Unmasked Estep 
Score: -25450048.000000 Penalty: 6004.083984
	Iteration 215Q: 3 clusters Score -2.545005e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98295 members 
Mstep: Class 2 contains 82480 members 
Entering Unmasked Estep 
Score: -25450070.000000 Penalty: 6004.083984
	Iteration 216Q: 3 clusters Score -2.545007e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98079 members 
Mstep: Class 2 contains 82696 members 
Entering Unmasked Estep 
Score: -25450114.000000 Penalty: 6004.083984
	Iteration 217Q: 3 clusters Score -2.545011e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97901 members 
Mstep: Class 2 contains 82874 members 
Entering Unmasked Estep 
Score: -25450116.000000 Penalty: 6004.083984
	Iteration 218Q: 3 clusters Score -2.545012e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97689 members 
Mstep: Class 2 contains 83086 members 
Entering Unmasked Estep 
Score: -25450158.000000 Penalty: 6004.083984
	Iteration 219Q: 3 clusters Score -2.545016e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97479 members 
Mstep: Class 2 contains 83296 members 
Entering Unmasked Estep 
Score: -25450174.000000 Penalty: 6004.083984
	Iteration 220F: 3 clusters Score -2.545017e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97233 members 
Mstep: Class 2 contains 83542 members 
Entering Unmasked Estep 
Score: -25450214.000000 Penalty: 6004.083984
	Iteration 221Q: 3 clusters Score -2.545021e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96998 members 
Mstep: Class 2 contains 83777 members 
Entering Unmasked Estep 
Score: -25450234.000000 Penalty: 6004.083984
	Iteration 222Q: 3 clusters Score -2.545023e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96753 members 
Mstep: Class 2 contains 84022 members 
Entering Unmasked Estep 
Score: -25450186.000000 Penalty: 6004.083984
	Iteration 223Q: 3 clusters Score -2.545019e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96493 members 
Mstep: Class 2 contains 84282 members 
Entering Unmasked Estep 
Score: -25450214.000000 Penalty: 6004.083984
	Iteration 224Q: 3 clusters Score -2.545021e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96238 members 
Mstep: Class 2 contains 84537 members 
Entering Unmasked Estep 
Score: -25450222.000000 Penalty: 6004.083984
	Iteration 225Q: 3 clusters Score -2.545022e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96002 members 
Mstep: Class 2 contains 84773 members 
Entering Unmasked Estep 
Score: -25450234.000000 Penalty: 6004.083984
	Iteration 226Q: 3 clusters Score -2.545023e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95756 members 
Mstep: Class 2 contains 85019 members 
Entering Unmasked Estep 
Score: -25450290.000000 Penalty: 6004.083984
	Iteration 227Q: 3 clusters Score -2.545029e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95510 members 
Mstep: Class 2 contains 85265 members 
Entering Unmasked Estep 
Score: -25450392.000000 Penalty: 6004.083984
	Iteration 228Q: 3 clusters Score -2.545039e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95284 members 
Mstep: Class 2 contains 85491 members 
Entering Unmasked Estep 
Score: -25450352.000000 Penalty: 6004.083984
	Iteration 229Q: 3 clusters Score -2.545035e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95067 members 
Mstep: Class 2 contains 85708 members 
Entering Unmasked Estep 
Score: -25450354.000000 Penalty: 6004.083984
	Iteration 230Q: 3 clusters Score -2.545035e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94866 members 
Mstep: Class 2 contains 85909 members 
Entering Unmasked Estep 
Score: -25450404.000000 Penalty: 6004.083984
	Iteration 231Q: 3 clusters Score -2.54504e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94652 members 
Mstep: Class 2 contains 86123 members 
Entering Unmasked Estep 
Score: -25450430.000000 Penalty: 6004.083984
	Iteration 232Q: 3 clusters Score -2.545043e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94442 members 
Mstep: Class 2 contains 86333 members 
Entering Unmasked Estep 
Score: -25450438.000000 Penalty: 6004.083984
	Iteration 233Q: 3 clusters Score -2.545044e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94244 members 
Mstep: Class 2 contains 86531 members 
Entering Unmasked Estep 
Score: -25450438.000000 Penalty: 6004.083984
	Iteration 234Q: 3 clusters Score -2.545044e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94069 members 
Mstep: Class 2 contains 86706 members 
Entering Unmasked Estep 
Score: -25450430.000000 Penalty: 6004.083984
	Iteration 235Q: 3 clusters Score -2.545043e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93932 members 
Mstep: Class 2 contains 86843 members 
Entering Unmasked Estep 
Score: -25450376.000000 Penalty: 6004.083984
	Iteration 236Q: 3 clusters Score -2.545038e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93803 members 
Mstep: Class 2 contains 86972 members 
Entering Unmasked Estep 
Score: -25450336.000000 Penalty: 6004.083984
	Iteration 237Q: 3 clusters Score -2.545034e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93690 members 
Mstep: Class 2 contains 87085 members 
Entering Unmasked Estep 
Score: -25450334.000000 Penalty: 6004.083984
	Iteration 238Q: 3 clusters Score -2.545033e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93611 members 
Mstep: Class 2 contains 87164 members 
Entering Unmasked Estep 
Score: -25450370.000000 Penalty: 6004.083984
	Iteration 239Q: 3 clusters Score -2.545037e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93526 members 
Mstep: Class 2 contains 87249 members 
Entering Unmasked Estep 
Score: -25450344.000000 Penalty: 6004.083984
	Iteration 240F: 3 clusters Score -2.545034e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93438 members 
Mstep: Class 2 contains 87337 members 
Entering Unmasked Estep 
Score: -25450318.000000 Penalty: 6004.083984
	Iteration 241Q: 3 clusters Score -2.545032e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93363 members 
Mstep: Class 2 contains 87412 members 
Entering Unmasked Estep 
Score: -25450304.000000 Penalty: 6004.083984
	Iteration 242Q: 3 clusters Score -2.54503e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93287 members 
Mstep: Class 2 contains 87488 members 
Entering Unmasked Estep 
Score: -25450304.000000 Penalty: 6004.083984
	Iteration 243Q: 3 clusters Score -2.54503e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93208 members 
Mstep: Class 2 contains 87567 members 
Entering Unmasked Estep 
Score: -25450300.000000 Penalty: 6004.083984
	Iteration 244Q: 3 clusters Score -2.54503e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93141 members 
Mstep: Class 2 contains 87634 members 
Entering Unmasked Estep 
Score: -25450300.000000 Penalty: 6004.083984
	Iteration 245Q: 3 clusters Score -2.54503e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93075 members 
Mstep: Class 2 contains 87700 members 
Entering Unmasked Estep 
Score: -25450294.000000 Penalty: 6004.083984
	Iteration 246Q: 3 clusters Score -2.545029e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93028 members 
Mstep: Class 2 contains 87747 members 
Entering Unmasked Estep 
Score: -25450310.000000 Penalty: 6004.083984
	Iteration 247Q: 3 clusters Score -2.545031e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92991 members 
Mstep: Class 2 contains 87784 members 
Entering Unmasked Estep 
Score: -25450314.000000 Penalty: 6004.083984
	Iteration 248Q: 3 clusters Score -2.545031e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92956 members 
Mstep: Class 2 contains 87819 members 
Entering Unmasked Estep 
Score: -25450274.000000 Penalty: 6004.083984
	Iteration 249Q: 3 clusters Score -2.545027e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92931 members 
Mstep: Class 2 contains 87844 members 
Entering Unmasked Estep 
Score: -25450292.000000 Penalty: 6004.083984
	Iteration 250Q: 3 clusters Score -2.545029e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92916 members 
Mstep: Class 2 contains 87859 members 
Entering Unmasked Estep 
Score: -25450290.000000 Penalty: 6004.083984
	Iteration 251Q: 3 clusters Score -2.545029e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92908 members 
Mstep: Class 2 contains 87867 members 
Entering Unmasked Estep 
Score: -25450284.000000 Penalty: 6004.083984
	Iteration 252Q: 3 clusters Score -2.545028e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92887 members 
Mstep: Class 2 contains 87888 members 
Entering Unmasked Estep 
Score: -25450280.000000 Penalty: 6004.083984
	Iteration 253Q: 3 clusters Score -2.545028e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92877 members 
Mstep: Class 2 contains 87898 members 
Entering Unmasked Estep 
Score: -25450276.000000 Penalty: 6004.083984
	Iteration 254Q: 3 clusters Score -2.545028e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92869 members 
Mstep: Class 2 contains 87906 members 
Entering Unmasked Estep 
Score: -25450224.000000 Penalty: 6004.083984
	Iteration 255Q: 3 clusters Score -2.545022e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92843 members 
Mstep: Class 2 contains 87932 members 
Entering Unmasked Estep 
Score: -25450248.000000 Penalty: 6004.083984
	Iteration 256Q: 3 clusters Score -2.545025e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92823 members 
Mstep: Class 2 contains 87952 members 
Entering Unmasked Estep 
Score: -25450274.000000 Penalty: 6004.083984
	Iteration 257Q: 3 clusters Score -2.545027e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92813 members 
Mstep: Class 2 contains 87962 members 
Entering Unmasked Estep 
Score: -25450240.000000 Penalty: 6004.083984
	Iteration 258Q: 3 clusters Score -2.545024e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92800 members 
Mstep: Class 2 contains 87975 members 
Entering Unmasked Estep 
Score: -25450248.000000 Penalty: 6004.083984
	Iteration 259Q: 3 clusters Score -2.545025e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92783 members 
Mstep: Class 2 contains 87992 members 
Entering Unmasked Estep 
Score: -25450234.000000 Penalty: 6004.083984
	Iteration 260F: 3 clusters Score -2.545023e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92769 members 
Mstep: Class 2 contains 88006 members 
Entering Unmasked Estep 
Score: -25450256.000000 Penalty: 6004.083984
	Iteration 261Q: 3 clusters Score -2.545026e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92760 members 
Mstep: Class 2 contains 88015 members 
Entering Unmasked Estep 
Score: -25450264.000000 Penalty: 6004.083984
	Iteration 262Q: 3 clusters Score -2.545026e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92768 members 
Mstep: Class 2 contains 88007 members 
Entering Unmasked Estep 
Score: -25450280.000000 Penalty: 6004.083984
	Iteration 263Q: 3 clusters Score -2.545028e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92772 members 
Mstep: Class 2 contains 88003 members 
Entering Unmasked Estep 
Score: -25450280.000000 Penalty: 6004.083984
	Iteration 264Q: 3 clusters Score -2.545028e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92783 members 
Mstep: Class 2 contains 87992 members 
Entering Unmasked Estep 
Score: -25450284.000000 Penalty: 6004.083984
	Iteration 265Q: 3 clusters Score -2.545028e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92792 members 
Mstep: Class 2 contains 87983 members 
Entering Unmasked Estep 
Score: -25450256.000000 Penalty: 6004.083984
	Iteration 266Q: 3 clusters Score -2.545026e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92806 members 
Mstep: Class 2 contains 87969 members 
Entering Unmasked Estep 
Score: -25450284.000000 Penalty: 6004.083984
	Iteration 267Q: 3 clusters Score -2.545028e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92821 members 
Mstep: Class 2 contains 87954 members 
Entering Unmasked Estep 
Score: -25450280.000000 Penalty: 6004.083984
	Iteration 268Q: 3 clusters Score -2.545028e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92831 members 
Mstep: Class 2 contains 87944 members 
Entering Unmasked Estep 
Score: -25450310.000000 Penalty: 6004.083984
	Iteration 269Q: 3 clusters Score -2.545031e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92842 members 
Mstep: Class 2 contains 87933 members 
Entering Unmasked Estep 
Score: -25450284.000000 Penalty: 6004.083984
	Iteration 270Q: 3 clusters Score -2.545028e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92856 members 
Mstep: Class 2 contains 87919 members 
Entering Unmasked Estep 
Score: -25450256.000000 Penalty: 6004.083984
	Iteration 271Q: 3 clusters Score -2.545026e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92872 members 
Mstep: Class 2 contains 87903 members 
Entering Unmasked Estep 
Score: -25450254.000000 Penalty: 6004.083984
	Iteration 272Q: 3 clusters Score -2.545025e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92888 members 
Mstep: Class 2 contains 87887 members 
Entering Unmasked Estep 
Score: -25450278.000000 Penalty: 6004.083984
	Iteration 273Q: 3 clusters Score -2.545028e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92889 members 
Mstep: Class 2 contains 87886 members 
Entering Unmasked Estep 
Score: -25450250.000000 Penalty: 6004.083984
	Iteration 274Q: 3 clusters Score -2.545025e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92893 members 
Mstep: Class 2 contains 87882 members 
Entering Unmasked Estep 
Score: -25450268.000000 Penalty: 6004.083984
	Iteration 275Q: 3 clusters Score -2.545027e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92895 members 
Mstep: Class 2 contains 87880 members 
Entering Unmasked Estep 
Score: -25450294.000000 Penalty: 6004.083984
	Iteration 276Q: 3 clusters Score -2.545029e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92896 members 
Mstep: Class 2 contains 87879 members 
Entering Unmasked Estep 
Score: -25450280.000000 Penalty: 6004.083984
	Iteration 277Q: 3 clusters Score -2.545028e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92894 members 
Mstep: Class 2 contains 87881 members 
Entering Unmasked Estep 
Score: -25450300.000000 Penalty: 6004.083984
	Iteration 278Q: 3 clusters Score -2.54503e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92894 members 
Mstep: Class 2 contains 87881 members 
Entering Unmasked Estep 
Score: -25450284.000000 Penalty: 6004.083984
	Iteration 279Q: 3 clusters Score -2.545028e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92893 members 
Mstep: Class 2 contains 87882 members 
Entering Unmasked Estep 
Score: -25450266.000000 Penalty: 6004.083984
	Iteration 280F: 3 clusters Score -2.545027e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92893 members 
Mstep: Class 2 contains 87882 members 
Entering Unmasked Estep 
Score: -25450254.000000 Penalty: 6004.083984
	Iteration 281Q: 3 clusters Score -2.545025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92890 members 
Mstep: Class 2 contains 87885 members 
Entering Unmasked Estep 
Score: -25450258.000000 Penalty: 6004.083984
	Iteration 282Q: 3 clusters Score -2.545026e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92888 members 
Mstep: Class 2 contains 87887 members 
Entering Unmasked Estep 
Score: -25450246.000000 Penalty: 6004.083984
	Iteration 283Q: 3 clusters Score -2.545025e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92886 members 
Mstep: Class 2 contains 87889 members 
Entering Unmasked Estep 
Score: -25450256.000000 Penalty: 6004.083984
	Iteration 284Q: 3 clusters Score -2.545026e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92886 members 
Mstep: Class 2 contains 87889 members 
Entering Unmasked Estep 
Score: -25450270.000000 Penalty: 6004.083984
	Iteration 285Q: 3 clusters Score -2.545027e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92885 members 
Mstep: Class 2 contains 87890 members 
Entering Unmasked Estep 
Score: -25450288.000000 Penalty: 6004.083984
	Iteration 286Q: 3 clusters Score -2.545029e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92883 members 
Mstep: Class 2 contains 87892 members 
Entering Unmasked Estep 
Score: -25450280.000000 Penalty: 6004.083984
	Iteration 287Q: 3 clusters Score -2.545028e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92880 members 
Mstep: Class 2 contains 87895 members 
Entering Unmasked Estep 
Score: -25450290.000000 Penalty: 6004.083984
	Iteration 288Q: 3 clusters Score -2.545029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92881 members 
Mstep: Class 2 contains 87894 members 
Entering Unmasked Estep 
Score: -25450296.000000 Penalty: 6004.083984
	Iteration 289Q: 3 clusters Score -2.54503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92879 members 
Mstep: Class 2 contains 87896 members 
Entering Unmasked Estep 
Score: -25450304.000000 Penalty: 6004.083984
	Iteration 290Q: 3 clusters Score -2.54503e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92880 members 
Mstep: Class 2 contains 87895 members 
Entering Unmasked Estep 
Score: -25450292.000000 Penalty: 6004.083984
	Iteration 291Q: 3 clusters Score -2.545029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92882 members 
Mstep: Class 2 contains 87893 members 
Entering Unmasked Estep 
Score: -25450292.000000 Penalty: 6004.083984
	Iteration 292Q: 3 clusters Score -2.545029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92879 members 
Mstep: Class 2 contains 87896 members 
Entering Unmasked Estep 
Score: -25450290.000000 Penalty: 6004.083984
	Iteration 293Q: 3 clusters Score -2.545029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92877 members 
Mstep: Class 2 contains 87898 members 
Entering Unmasked Estep 
Score: -25450290.000000 Penalty: 6004.083984
	Iteration 294Q: 3 clusters Score -2.545029e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92875 members 
Mstep: Class 2 contains 87900 members 
Entering Unmasked Estep 
Score: -25450272.000000 Penalty: 6004.083984
	Iteration 295Q: 3 clusters Score -2.545027e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92871 members 
Mstep: Class 2 contains 87904 members 
Entering Unmasked Estep 
Score: -25450280.000000 Penalty: 6004.083984
	Iteration 296Q: 3 clusters Score -2.545028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92872 members 
Mstep: Class 2 contains 87903 members 
Entering Unmasked Estep 
Score: -25450276.000000 Penalty: 6004.083984
	Iteration 297Q: 3 clusters Score -2.545028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92869 members 
Mstep: Class 2 contains 87906 members 
Entering Unmasked Estep 
Score: -25450284.000000 Penalty: 6004.083984
	Iteration 298Q: 3 clusters Score -2.545028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92867 members 
Mstep: Class 2 contains 87908 members 
Entering Unmasked Estep 
Score: -25450286.000000 Penalty: 6004.083984
	Iteration 299Q: 3 clusters Score -2.545029e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92867 members 
Mstep: Class 2 contains 87908 members 
Entering Unmasked Estep 
Score: -25450286.000000 Penalty: 6004.083984
	Iteration 300F: 3 clusters Score -2.545029e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (132494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132494 members 
Entering Unmasked Estep 
Score: -18757756.000000 Penalty: 2924.984619
	Iteration 0F: 2 clusters Score -1.875776e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66323 members 
Mstep: Class 2 contains 66171 members 
Entering Unmasked Estep 
Score: -18674020.000000 Penalty: 5849.969238
	Iteration 0F: 3 clusters Score -1.867402e+07 nChanged 63166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66619 members 
Mstep: Class 2 contains 65875 members 
Entering Unmasked Estep 
Score: -18710800.000000 Penalty: 5849.969238
	Iteration 1F: 3 clusters Score -1.87108e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66908 members 
Mstep: Class 2 contains 65586 members 
Entering Unmasked Estep 
Score: -18712060.000000 Penalty: 5849.969238
	Iteration 2Q: 3 clusters Score -1.871206e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67136 members 
Mstep: Class 2 contains 65358 members 
Entering Unmasked Estep 
Score: -18713660.000000 Penalty: 5849.969238
	Iteration 3Q: 3 clusters Score -1.871366e+07 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67321 members 
Mstep: Class 2 contains 65173 members 
Entering Unmasked Estep 
Score: -18715866.000000 Penalty: 5849.969238
	Iteration 4Q: 3 clusters Score -1.871587e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67423 members 
Mstep: Class 2 contains 65071 members 
Entering Unmasked Estep 
Score: -18718416.000000 Penalty: 5849.969238
	Iteration 5Q: 3 clusters Score -1.871842e+07 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67436 members 
Mstep: Class 2 contains 65058 members 
Entering Unmasked Estep 
Score: -18722088.000000 Penalty: 5849.969238
	Iteration 6F: 3 clusters Score -1.872209e+07 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67354 members 
Mstep: Class 2 contains 65140 members 
Entering Unmasked Estep 
Score: -18727122.000000 Penalty: 5849.969238
	Iteration 7F: 3 clusters Score -1.872712e+07 nChanged 8558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67404 members 
Mstep: Class 2 contains 65090 members 
Entering Unmasked Estep 
Score: -18733438.000000 Penalty: 5849.969238
	Iteration 8F: 3 clusters Score -1.873344e+07 nChanged 8246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67668 members 
Mstep: Class 2 contains 64826 members 
Entering Unmasked Estep 
Score: -18738830.000000 Penalty: 5849.969238
	Iteration 9F: 3 clusters Score -1.873883e+07 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68199 members 
Mstep: Class 2 contains 64295 members 
Entering Unmasked Estep 
Score: -18741682.000000 Penalty: 5849.969238
	Iteration 10Q: 3 clusters Score -1.874168e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68819 members 
Mstep: Class 2 contains 63675 members 
Entering Unmasked Estep 
Score: -18742650.000000 Penalty: 5849.969238
	Iteration 11Q: 3 clusters Score -1.874265e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69495 members 
Mstep: Class 2 contains 62999 members 
Entering Unmasked Estep 
Score: -18743052.000000 Penalty: 5849.969238
	Iteration 12Q: 3 clusters Score -1.874305e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70275 members 
Mstep: Class 2 contains 62219 members 
Entering Unmasked Estep 
Score: -18743278.000000 Penalty: 5849.969238
	Iteration 13Q: 3 clusters Score -1.874328e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71183 members 
Mstep: Class 2 contains 61311 members 
Entering Unmasked Estep 
Score: -18743502.000000 Penalty: 5849.969238
	Iteration 14Q: 3 clusters Score -1.87435e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72129 members 
Mstep: Class 2 contains 60365 members 
Entering Unmasked Estep 
Score: -18743888.000000 Penalty: 5849.969238
	Iteration 15Q: 3 clusters Score -1.874389e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73156 members 
Mstep: Class 2 contains 59338 members 
Entering Unmasked Estep 
Score: -18744138.000000 Penalty: 5849.969238
	Iteration 16Q: 3 clusters Score -1.874414e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74260 members 
Mstep: Class 2 contains 58234 members 
Entering Unmasked Estep 
Score: -18744454.000000 Penalty: 5849.969238
	Iteration 17Q: 3 clusters Score -1.874445e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75519 members 
Mstep: Class 2 contains 56975 members 
Entering Unmasked Estep 
Score: -18744976.000000 Penalty: 5849.969238
	Iteration 18Q: 3 clusters Score -1.874498e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76873 members 
Mstep: Class 2 contains 55621 members 
Entering Unmasked Estep 
Score: -18745334.000000 Penalty: 5849.969238
	Iteration 19Q: 3 clusters Score -1.874533e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78257 members 
Mstep: Class 2 contains 54237 members 
Entering Unmasked Estep 
Score: -18745722.000000 Penalty: 5849.969238
	Iteration 20F: 3 clusters Score -1.874572e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79665 members 
Mstep: Class 2 contains 52829 members 
Entering Unmasked Estep 
Score: -18746188.000000 Penalty: 5849.969238
	Iteration 21Q: 3 clusters Score -1.874619e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81054 members 
Mstep: Class 2 contains 51440 members 
Entering Unmasked Estep 
Score: -18746634.000000 Penalty: 5849.969238
	Iteration 22Q: 3 clusters Score -1.874663e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82468 members 
Mstep: Class 2 contains 50026 members 
Entering Unmasked Estep 
Score: -18746914.000000 Penalty: 5849.969238
	Iteration 23Q: 3 clusters Score -1.874691e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83853 members 
Mstep: Class 2 contains 48641 members 
Entering Unmasked Estep 
Score: -18747278.000000 Penalty: 5849.969238
	Iteration 24Q: 3 clusters Score -1.874728e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85216 members 
Mstep: Class 2 contains 47278 members 
Entering Unmasked Estep 
Score: -18747630.000000 Penalty: 5849.969238
	Iteration 25Q: 3 clusters Score -1.874763e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86622 members 
Mstep: Class 2 contains 45872 members 
Entering Unmasked Estep 
Score: -18747916.000000 Penalty: 5849.969238
	Iteration 26Q: 3 clusters Score -1.874792e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88026 members 
Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
Score: -18748172.000000 Penalty: 5849.969238
	Iteration 27Q: 3 clusters Score -1.874817e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89450 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -18748446.000000 Penalty: 5849.969238
	Iteration 28Q: 3 clusters Score -1.874845e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90888 members 
Mstep: Class 2 contains 41606 members 
Entering Unmasked Estep 
Score: -18748796.000000 Penalty: 5849.969238
	Iteration 29Q: 3 clusters Score -1.87488e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92328 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -18749162.000000 Penalty: 5849.969238
	Iteration 30Q: 3 clusters Score -1.874916e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93739 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -18749388.000000 Penalty: 5849.969238
	Iteration 31Q: 3 clusters Score -1.874939e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95180 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -18749800.000000 Penalty: 5849.969238
	Iteration 32Q: 3 clusters Score -1.87498e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96598 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -18750124.000000 Penalty: 5849.969238
	Iteration 33Q: 3 clusters Score -1.875012e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97997 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -18750440.000000 Penalty: 5849.969238
	Iteration 34Q: 3 clusters Score -1.875044e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99372 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -18750874.000000 Penalty: 5849.969238
	Iteration 35Q: 3 clusters Score -1.875087e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100732 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -18751306.000000 Penalty: 5849.969238
	Iteration 36Q: 3 clusters Score -1.875131e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102088 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -18751640.000000 Penalty: 5849.969238
	Iteration 37Q: 3 clusters Score -1.875164e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103419 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -18751890.000000 Penalty: 5849.969238
	Iteration 38Q: 3 clusters Score -1.875189e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104689 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -18752202.000000 Penalty: 5849.969238
	Iteration 39Q: 3 clusters Score -1.87522e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105958 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -18752458.000000 Penalty: 5849.969238
	Iteration 40F: 3 clusters Score -1.875246e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107177 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -18752690.000000 Penalty: 5849.969238
	Iteration 41Q: 3 clusters Score -1.875269e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108304 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -18753120.000000 Penalty: 5849.969238
	Iteration 42Q: 3 clusters Score -1.875312e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109381 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -18753296.000000 Penalty: 5849.969238
	Iteration 43Q: 3 clusters Score -1.87533e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110448 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -18753434.000000 Penalty: 5849.969238
	Iteration 44Q: 3 clusters Score -1.875343e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111473 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -18753626.000000 Penalty: 5849.969238
	Iteration 45Q: 3 clusters Score -1.875363e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112474 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -18753862.000000 Penalty: 5849.969238
	Iteration 46Q: 3 clusters Score -1.875386e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113442 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -18754130.000000 Penalty: 5849.969238
	Iteration 47Q: 3 clusters Score -1.875413e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114370 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -18754304.000000 Penalty: 5849.969238
	Iteration 48Q: 3 clusters Score -1.87543e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115249 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -18754428.000000 Penalty: 5849.969238
	Iteration 49Q: 3 clusters Score -1.875443e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116116 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -18754596.000000 Penalty: 5849.969238
	Iteration 50Q: 3 clusters Score -1.87546e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116933 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -18754716.000000 Penalty: 5849.969238
	Iteration 51Q: 3 clusters Score -1.875472e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117700 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -18754868.000000 Penalty: 5849.969238
	Iteration 52Q: 3 clusters Score -1.875487e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118359 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -18754988.000000 Penalty: 5849.969238
	Iteration 53Q: 3 clusters Score -1.875499e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118971 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -18755042.000000 Penalty: 5849.969238
	Iteration 54Q: 3 clusters Score -1.875504e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119532 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -18755092.000000 Penalty: 5849.969238
	Iteration 55Q: 3 clusters Score -1.875509e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120054 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -18755190.000000 Penalty: 5849.969238
	Iteration 56Q: 3 clusters Score -1.875519e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120548 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -18755252.000000 Penalty: 5849.969238
	Iteration 57Q: 3 clusters Score -1.875525e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120989 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -18755282.000000 Penalty: 5849.969238
	Iteration 58Q: 3 clusters Score -1.875528e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121407 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -18755294.000000 Penalty: 5849.969238
	Iteration 59Q: 3 clusters Score -1.875529e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121811 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -18755354.000000 Penalty: 5849.969238
	Iteration 60F: 3 clusters Score -1.875535e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122187 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -18755406.000000 Penalty: 5849.969238
	Iteration 61Q: 3 clusters Score -1.875541e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122575 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -18755528.000000 Penalty: 5849.969238
	Iteration 62Q: 3 clusters Score -1.875553e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122907 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -18755544.000000 Penalty: 5849.969238
	Iteration 63Q: 3 clusters Score -1.875554e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123198 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -18755574.000000 Penalty: 5849.969238
	Iteration 64Q: 3 clusters Score -1.875557e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123452 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -18755576.000000 Penalty: 5849.969238
	Iteration 65Q: 3 clusters Score -1.875558e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123677 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -18755642.000000 Penalty: 5849.969238
	Iteration 66Q: 3 clusters Score -1.875564e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123888 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -18755642.000000 Penalty: 5849.969238
	Iteration 67Q: 3 clusters Score -1.875564e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124091 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -18755678.000000 Penalty: 5849.969238
	Iteration 68Q: 3 clusters Score -1.875568e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124320 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -18755726.000000 Penalty: 5849.969238
	Iteration 69Q: 3 clusters Score -1.875573e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124528 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -18755722.000000 Penalty: 5849.969238
	Iteration 70Q: 3 clusters Score -1.875572e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124725 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -18755786.000000 Penalty: 5849.969238
	Iteration 71Q: 3 clusters Score -1.875579e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124897 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -18755774.000000 Penalty: 5849.969238
	Iteration 72Q: 3 clusters Score -1.875577e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125059 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -18755808.000000 Penalty: 5849.969238
	Iteration 73Q: 3 clusters Score -1.875581e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125223 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -18755846.000000 Penalty: 5849.969238
	Iteration 74Q: 3 clusters Score -1.875585e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125357 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -18755856.000000 Penalty: 5849.969238
	Iteration 75Q: 3 clusters Score -1.875586e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125502 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -18755888.000000 Penalty: 5849.969238
	Iteration 76Q: 3 clusters Score -1.875589e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125625 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -18755910.000000 Penalty: 5849.969238
	Iteration 77Q: 3 clusters Score -1.875591e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125729 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -18755912.000000 Penalty: 5849.969238
	Iteration 78Q: 3 clusters Score -1.875591e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125829 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -18755922.000000 Penalty: 5849.969238
	Iteration 79Q: 3 clusters Score -1.875592e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125930 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -18755906.000000 Penalty: 5849.969238
	Iteration 80F: 3 clusters Score -1.875591e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126021 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -18755916.000000 Penalty: 5849.969238
	Iteration 81Q: 3 clusters Score -1.875592e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126101 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -18755916.000000 Penalty: 5849.969238
	Iteration 82Q: 3 clusters Score -1.875592e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126161 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -18755908.000000 Penalty: 5849.969238
	Iteration 83Q: 3 clusters Score -1.875591e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126219 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -18755880.000000 Penalty: 5849.969238
	Iteration 84Q: 3 clusters Score -1.875588e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126281 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -18755878.000000 Penalty: 5849.969238
	Iteration 85Q: 3 clusters Score -1.875588e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126335 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -18755868.000000 Penalty: 5849.969238
	Iteration 86Q: 3 clusters Score -1.875587e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126387 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -18755838.000000 Penalty: 5849.969238
	Iteration 87Q: 3 clusters Score -1.875584e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126440 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -18755832.000000 Penalty: 5849.969238
	Iteration 88Q: 3 clusters Score -1.875583e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126491 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -18755848.000000 Penalty: 5849.969238
	Iteration 89Q: 3 clusters Score -1.875585e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126536 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -18755868.000000 Penalty: 5849.969238
	Iteration 90Q: 3 clusters Score -1.875587e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126587 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -18755868.000000 Penalty: 5849.969238
	Iteration 91Q: 3 clusters Score -1.875587e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126633 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -18755874.000000 Penalty: 5849.969238
	Iteration 92Q: 3 clusters Score -1.875587e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126671 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -18755858.000000 Penalty: 5849.969238
	Iteration 93Q: 3 clusters Score -1.875586e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126713 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -18755878.000000 Penalty: 5849.969238
	Iteration 94Q: 3 clusters Score -1.875588e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126762 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -18755862.000000 Penalty: 5849.969238
	Iteration 95Q: 3 clusters Score -1.875586e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126799 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -18755840.000000 Penalty: 5849.969238
	Iteration 96Q: 3 clusters Score -1.875584e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126838 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -18755838.000000 Penalty: 5849.969238
	Iteration 97Q: 3 clusters Score -1.875584e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126882 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -18755838.000000 Penalty: 5849.969238
	Iteration 98Q: 3 clusters Score -1.875584e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126915 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -18755860.000000 Penalty: 5849.969238
	Iteration 99Q: 3 clusters Score -1.875586e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126945 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -18755892.000000 Penalty: 5849.969238
	Iteration 100F: 3 clusters Score -1.875589e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126975 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -18755888.000000 Penalty: 5849.969238
	Iteration 101Q: 3 clusters Score -1.875589e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127007 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -18755880.000000 Penalty: 5849.969238
	Iteration 102Q: 3 clusters Score -1.875588e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127040 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -18755890.000000 Penalty: 5849.969238
	Iteration 103Q: 3 clusters Score -1.875589e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127070 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -18755914.000000 Penalty: 5849.969238
	Iteration 104Q: 3 clusters Score -1.875591e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127108 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -18755900.000000 Penalty: 5849.969238
	Iteration 105Q: 3 clusters Score -1.87559e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127147 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -18755892.000000 Penalty: 5849.969238
	Iteration 106Q: 3 clusters Score -1.875589e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127171 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -18755914.000000 Penalty: 5849.969238
	Iteration 107Q: 3 clusters Score -1.875591e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127194 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -18755920.000000 Penalty: 5849.969238
	Iteration 108Q: 3 clusters Score -1.875592e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127217 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -18755912.000000 Penalty: 5849.969238
	Iteration 109Q: 3 clusters Score -1.875591e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127237 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -18755904.000000 Penalty: 5849.969238
	Iteration 110Q: 3 clusters Score -1.87559e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127255 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -18755908.000000 Penalty: 5849.969238
	Iteration 111Q: 3 clusters Score -1.875591e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127271 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -18755926.000000 Penalty: 5849.969238
	Iteration 112Q: 3 clusters Score -1.875593e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127287 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -18755922.000000 Penalty: 5849.969238
	Iteration 113Q: 3 clusters Score -1.875592e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127303 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -18755924.000000 Penalty: 5849.969238
	Iteration 114Q: 3 clusters Score -1.875592e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127321 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -18755920.000000 Penalty: 5849.969238
	Iteration 115Q: 3 clusters Score -1.875592e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127352 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -18755906.000000 Penalty: 5849.969238
	Iteration 116Q: 3 clusters Score -1.875591e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127376 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -18755920.000000 Penalty: 5849.969238
	Iteration 117Q: 3 clusters Score -1.875592e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127404 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -18755938.000000 Penalty: 5849.969238
	Iteration 118Q: 3 clusters Score -1.875594e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127424 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -18755946.000000 Penalty: 5849.969238
	Iteration 119Q: 3 clusters Score -1.875595e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127438 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -18755934.000000 Penalty: 5849.969238
	Iteration 120F: 3 clusters Score -1.875593e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127451 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -18755938.000000 Penalty: 5849.969238
	Iteration 121Q: 3 clusters Score -1.875594e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127468 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -18755934.000000 Penalty: 5849.969238
	Iteration 122Q: 3 clusters Score -1.875593e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127480 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -18755932.000000 Penalty: 5849.969238
	Iteration 123Q: 3 clusters Score -1.875593e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127488 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -18755938.000000 Penalty: 5849.969238
	Iteration 124Q: 3 clusters Score -1.875594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127495 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -18755938.000000 Penalty: 5849.969238
	Iteration 125Q: 3 clusters Score -1.875594e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127502 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -18755938.000000 Penalty: 5849.969238
	Iteration 126Q: 3 clusters Score -1.875594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127510 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -18755936.000000 Penalty: 5849.969238
	Iteration 127Q: 3 clusters Score -1.875594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127518 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -18755942.000000 Penalty: 5849.969238
	Iteration 128Q: 3 clusters Score -1.875594e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127528 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -18755944.000000 Penalty: 5849.969238
	Iteration 129Q: 3 clusters Score -1.875594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127536 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -18755930.000000 Penalty: 5849.969238
	Iteration 130Q: 3 clusters Score -1.875593e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127546 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -18755936.000000 Penalty: 5849.969238
	Iteration 131Q: 3 clusters Score -1.875594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127553 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -18755932.000000 Penalty: 5849.969238
	Iteration 132Q: 3 clusters Score -1.875593e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127566 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -18755940.000000 Penalty: 5849.969238
	Iteration 133Q: 3 clusters Score -1.875594e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127586 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -18755952.000000 Penalty: 5849.969238
	Iteration 134Q: 3 clusters Score -1.875595e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127599 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -18755946.000000 Penalty: 5849.969238
	Iteration 135Q: 3 clusters Score -1.875595e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127607 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -18755950.000000 Penalty: 5849.969238
	Iteration 136Q: 3 clusters Score -1.875595e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127613 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -18755954.000000 Penalty: 5849.969238
	Iteration 137Q: 3 clusters Score -1.875595e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127617 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -18755952.000000 Penalty: 5849.969238
	Iteration 138Q: 3 clusters Score -1.875595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127623 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -18755940.000000 Penalty: 5849.969238
	Iteration 139Q: 3 clusters Score -1.875594e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127635 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -18755934.000000 Penalty: 5849.969238
	Iteration 140F: 3 clusters Score -1.875593e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127645 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -18755946.000000 Penalty: 5849.969238
	Iteration 141Q: 3 clusters Score -1.875595e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127648 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -18755942.000000 Penalty: 5849.969238
	Iteration 142Q: 3 clusters Score -1.875594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127650 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -18755942.000000 Penalty: 5849.969238
	Iteration 143Q: 3 clusters Score -1.875594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127655 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -18755942.000000 Penalty: 5849.969238
	Iteration 144Q: 3 clusters Score -1.875594e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127662 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -18755934.000000 Penalty: 5849.969238
	Iteration 145Q: 3 clusters Score -1.875593e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127667 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -18755946.000000 Penalty: 5849.969238
	Iteration 146Q: 3 clusters Score -1.875595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127673 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -18755938.000000 Penalty: 5849.969238
	Iteration 147Q: 3 clusters Score -1.875594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127680 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -18755936.000000 Penalty: 5849.969238
	Iteration 148Q: 3 clusters Score -1.875594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127685 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -18755950.000000 Penalty: 5849.969238
	Iteration 149Q: 3 clusters Score -1.875595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127689 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -18755954.000000 Penalty: 5849.969238
	Iteration 150Q: 3 clusters Score -1.875595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127691 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -18755954.000000 Penalty: 5849.969238
	Iteration 151Q: 3 clusters Score -1.875595e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127691 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -18755954.000000 Penalty: 5849.969238
	Iteration 152F: 3 clusters Score -1.875595e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Entering Unmasked Estep 
Score: -1116317.125000 Penalty: 2235.854248
	Iteration 0F: 2 clusters Score -1116317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1109779.000000 Penalty: 4471.708496
	Iteration 0F: 3 clusters Score -1109779 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1111616.875000 Penalty: 4471.708496
	Iteration 1F: 3 clusters Score -1111617 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1111952.375000 Penalty: 4471.708496
	Iteration 2F: 3 clusters Score -1111952 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1112181.125000 Penalty: 4471.708496
	Iteration 3F: 3 clusters Score -1112181 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1112359.875000 Penalty: 4471.708496
	Iteration 4Q: 3 clusters Score -1112360 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1112530.750000 Penalty: 4471.708496
	Iteration 5Q: 3 clusters Score -1112531 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1112718.125000 Penalty: 4471.708496
	Iteration 6Q: 3 clusters Score -1112718 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1112980.250000 Penalty: 4471.708496
	Iteration 7Q: 3 clusters Score -1112980 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1113281.250000 Penalty: 4471.708496
	Iteration 8Q: 3 clusters Score -1113281 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1113607.625000 Penalty: 4471.708496
	Iteration 9Q: 3 clusters Score -1113608 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1113824.125000 Penalty: 4471.708496
	Iteration 10Q: 3 clusters Score -1113824 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1113980.750000 Penalty: 4471.708496
	Iteration 11Q: 3 clusters Score -1113981 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1114094.375000 Penalty: 4471.708496
	Iteration 12Q: 3 clusters Score -1114094 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1114181.625000 Penalty: 4471.708496
	Iteration 13Q: 3 clusters Score -1114182 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1114254.875000 Penalty: 4471.708496
	Iteration 14Q: 3 clusters Score -1114255 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1114317.875000 Penalty: 4471.708496
	Iteration 15Q: 3 clusters Score -1114318 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1114373.250000 Penalty: 4471.708496
	Iteration 16Q: 3 clusters Score -1114373 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1114412.250000 Penalty: 4471.708496
	Iteration 17Q: 3 clusters Score -1114412 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1114449.625000 Penalty: 4471.708496
	Iteration 18Q: 3 clusters Score -1114450 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1114476.750000 Penalty: 4471.708496
	Iteration 19Q: 3 clusters Score -1114477 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1114499.375000 Penalty: 4471.708496
	Iteration 20F: 3 clusters Score -1114499 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1114516.875000 Penalty: 4471.708496
	Iteration 21Q: 3 clusters Score -1114517 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1114529.875000 Penalty: 4471.708496
	Iteration 22Q: 3 clusters Score -1114530 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1114542.625000 Penalty: 4471.708496
	Iteration 23Q: 3 clusters Score -1114543 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1114552.875000 Penalty: 4471.708496
	Iteration 24Q: 3 clusters Score -1114553 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1114559.500000 Penalty: 4471.708496
	Iteration 25Q: 3 clusters Score -1114560 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1114568.125000 Penalty: 4471.708496
	Iteration 26Q: 3 clusters Score -1114568 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1114577.625000 Penalty: 4471.708496
	Iteration 27Q: 3 clusters Score -1114578 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1114583.250000 Penalty: 4471.708496
	Iteration 28Q: 3 clusters Score -1114583 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1114590.250000 Penalty: 4471.708496
	Iteration 29Q: 3 clusters Score -1114590 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1114594.500000 Penalty: 4471.708496
	Iteration 30Q: 3 clusters Score -1114594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1114601.000000 Penalty: 4471.708496
	Iteration 31Q: 3 clusters Score -1114601 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1114606.750000 Penalty: 4471.708496
	Iteration 32Q: 3 clusters Score -1114607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1114610.875000 Penalty: 4471.708496
	Iteration 33Q: 3 clusters Score -1114611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1114615.750000 Penalty: 4471.708496
	Iteration 34Q: 3 clusters Score -1114616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1114617.625000 Penalty: 4471.708496
	Iteration 35Q: 3 clusters Score -1114618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1114623.250000 Penalty: 4471.708496
	Iteration 36Q: 3 clusters Score -1114623 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1114625.625000 Penalty: 4471.708496
	Iteration 37Q: 3 clusters Score -1114626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1114632.125000 Penalty: 4471.708496
	Iteration 38Q: 3 clusters Score -1114632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1114633.875000 Penalty: 4471.708496
	Iteration 39Q: 3 clusters Score -1114634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1114640.500000 Penalty: 4471.708496
	Iteration 40F: 3 clusters Score -1114640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1114640.625000 Penalty: 4471.708496
	Iteration 41Q: 3 clusters Score -1114641 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1114644.250000 Penalty: 4471.708496
	Iteration 42Q: 3 clusters Score -1114644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1114646.875000 Penalty: 4471.708496
	Iteration 43Q: 3 clusters Score -1114647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1114650.125000 Penalty: 4471.708496
	Iteration 44Q: 3 clusters Score -1114650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1114655.500000 Penalty: 4471.708496
	Iteration 45Q: 3 clusters Score -1114656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1114657.500000 Penalty: 4471.708496
	Iteration 46Q: 3 clusters Score -1114658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1114661.625000 Penalty: 4471.708496
	Iteration 47Q: 3 clusters Score -1114662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1114666.250000 Penalty: 4471.708496
	Iteration 48Q: 3 clusters Score -1114666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1114669.375000 Penalty: 4471.708496
	Iteration 49Q: 3 clusters Score -1114669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1114672.875000 Penalty: 4471.708496
	Iteration 50Q: 3 clusters Score -1114673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1114676.125000 Penalty: 4471.708496
	Iteration 51Q: 3 clusters Score -1114676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1114677.500000 Penalty: 4471.708496
	Iteration 52Q: 3 clusters Score -1114678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1114679.125000 Penalty: 4471.708496
	Iteration 53Q: 3 clusters Score -1114679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1114678.250000 Penalty: 4471.708496
	Iteration 54Q: 3 clusters Score -1114678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1114679.375000 Penalty: 4471.708496
	Iteration 55Q: 3 clusters Score -1114679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1114679.000000 Penalty: 4471.708496
	Iteration 56Q: 3 clusters Score -1114679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1114679.625000 Penalty: 4471.708496
	Iteration 57Q: 3 clusters Score -1114680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1114680.375000 Penalty: 4471.708496
	Iteration 58Q: 3 clusters Score -1114680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1114679.375000 Penalty: 4471.708496
	Iteration 59Q: 3 clusters Score -1114679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1114679.375000 Penalty: 4471.708496
	Iteration 60F: 3 clusters Score -1114679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Entering Unmasked Estep 
Score: -4517995.000000 Penalty: 2572.012695
	Iteration 0F: 2 clusters Score -4517995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -4496307.000000 Penalty: 5144.025391
	Iteration 0F: 3 clusters Score -4496307 nChanged 14209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -4504132.500000 Penalty: 5144.025391
	Iteration 1F: 3 clusters Score -4504132 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -4504625.000000 Penalty: 5144.025391
	Iteration 2Q: 3 clusters Score -4504625 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -4505068.000000 Penalty: 5144.025391
	Iteration 3Q: 3 clusters Score -4505068 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -4505586.500000 Penalty: 5144.025391
	Iteration 4Q: 3 clusters Score -4505586 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -4506148.000000 Penalty: 5144.025391
	Iteration 5Q: 3 clusters Score -4506148 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -4506923.000000 Penalty: 5144.025391
	Iteration 6Q: 3 clusters Score -4506923 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -4507987.000000 Penalty: 5144.025391
	Iteration 7F: 3 clusters Score -4507987 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -4509424.000000 Penalty: 5144.025391
	Iteration 8F: 3 clusters Score -4509424 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -4511131.500000 Penalty: 5144.025391
	Iteration 9F: 3 clusters Score -4511132 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -4512687.000000 Penalty: 5144.025391
	Iteration 10F: 3 clusters Score -4512687 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -4513793.000000 Penalty: 5144.025391
	Iteration 11Q: 3 clusters Score -4513793 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -4514481.000000 Penalty: 5144.025391
	Iteration 12Q: 3 clusters Score -4514481 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -4514895.000000 Penalty: 5144.025391
	Iteration 13Q: 3 clusters Score -4514895 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -4515168.500000 Penalty: 5144.025391
	Iteration 14Q: 3 clusters Score -4515168 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -4515321.500000 Penalty: 5144.025391
	Iteration 15Q: 3 clusters Score -4515322 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -4515419.500000 Penalty: 5144.025391
	Iteration 16Q: 3 clusters Score -4515420 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -4515497.500000 Penalty: 5144.025391
	Iteration 17Q: 3 clusters Score -4515498 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -4515565.000000 Penalty: 5144.025391
	Iteration 18Q: 3 clusters Score -4515565 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -4515614.000000 Penalty: 5144.025391
	Iteration 19Q: 3 clusters Score -4515614 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -4515640.500000 Penalty: 5144.025391
	Iteration 20F: 3 clusters Score -4515640 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -4515673.000000 Penalty: 5144.025391
	Iteration 21Q: 3 clusters Score -4515673 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 30904 members 
Entering Unmasked Estep 
Score: -4515710.000000 Penalty: 5144.025391
	Iteration 22Q: 3 clusters Score -4515710 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -4515734.000000 Penalty: 5144.025391
	Iteration 23Q: 3 clusters Score -4515734 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -4515761.000000 Penalty: 5144.025391
	Iteration 24Q: 3 clusters Score -4515761 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -4515768.000000 Penalty: 5144.025391
	Iteration 25Q: 3 clusters Score -4515768 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -4515777.000000 Penalty: 5144.025391
	Iteration 26Q: 3 clusters Score -4515777 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -4515778.000000 Penalty: 5144.025391
	Iteration 27Q: 3 clusters Score -4515778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -4515790.500000 Penalty: 5144.025391
	Iteration 28Q: 3 clusters Score -4515790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -4515793.500000 Penalty: 5144.025391
	Iteration 29Q: 3 clusters Score -4515794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -4515797.500000 Penalty: 5144.025391
	Iteration 30Q: 3 clusters Score -4515798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
Score: -4515812.500000 Penalty: 5144.025391
	Iteration 31Q: 3 clusters Score -4515812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -4515826.000000 Penalty: 5144.025391
	Iteration 32Q: 3 clusters Score -4515826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -4515831.000000 Penalty: 5144.025391
	Iteration 33Q: 3 clusters Score -4515831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -4515836.500000 Penalty: 5144.025391
	Iteration 34Q: 3 clusters Score -4515836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -4515841.500000 Penalty: 5144.025391
	Iteration 35Q: 3 clusters Score -4515842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -4515838.000000 Penalty: 5144.025391
	Iteration 36Q: 3 clusters Score -4515838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -4515839.000000 Penalty: 5144.025391
	Iteration 37Q: 3 clusters Score -4515839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -4515841.500000 Penalty: 5144.025391
	Iteration 38Q: 3 clusters Score -4515842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -4515845.500000 Penalty: 5144.025391
	Iteration 39Q: 3 clusters Score -4515846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -4515845.500000 Penalty: 5144.025391
	Iteration 40F: 3 clusters Score -4515846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Entering Unmasked Estep 
Score: -2562108.000000 Penalty: 2431.966309
	Iteration 0F: 2 clusters Score -2562108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -2549231.250000 Penalty: 4863.932617
	Iteration 0F: 3 clusters Score -2549231 nChanged 7911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -2553348.500000 Penalty: 4863.932617
	Iteration 1F: 3 clusters Score -2553348 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -2553713.500000 Penalty: 4863.932617
	Iteration 2F: 3 clusters Score -2553714 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -2553986.000000 Penalty: 4863.932617
	Iteration 3Q: 3 clusters Score -2553986 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2554200.250000 Penalty: 4863.932617
	Iteration 4Q: 3 clusters Score -2554200 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2554375.000000 Penalty: 4863.932617
	Iteration 5Q: 3 clusters Score -2554375 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2554564.000000 Penalty: 4863.932617
	Iteration 6Q: 3 clusters Score -2554564 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2554760.750000 Penalty: 4863.932617
	Iteration 7Q: 3 clusters Score -2554761 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -2555023.250000 Penalty: 4863.932617
	Iteration 8Q: 3 clusters Score -2555023 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -2555423.500000 Penalty: 4863.932617
	Iteration 9Q: 3 clusters Score -2555424 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -2556005.000000 Penalty: 4863.932617
	Iteration 10F: 3 clusters Score -2556005 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -2556763.250000 Penalty: 4863.932617
	Iteration 11F: 3 clusters Score -2556763 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -2557594.750000 Penalty: 4863.932617
	Iteration 12F: 3 clusters Score -2557595 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2558345.750000 Penalty: 4863.932617
	Iteration 13Q: 3 clusters Score -2558346 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -2558950.000000 Penalty: 4863.932617
	Iteration 14Q: 3 clusters Score -2558950 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -2559358.250000 Penalty: 4863.932617
	Iteration 15Q: 3 clusters Score -2559358 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -2559611.250000 Penalty: 4863.932617
	Iteration 16Q: 3 clusters Score -2559611 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -2559757.750000 Penalty: 4863.932617
	Iteration 17Q: 3 clusters Score -2559758 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -2559838.250000 Penalty: 4863.932617
	Iteration 18Q: 3 clusters Score -2559838 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -2559874.750000 Penalty: 4863.932617
	Iteration 19Q: 3 clusters Score -2559875 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -2559909.750000 Penalty: 4863.932617
	Iteration 20F: 3 clusters Score -2559910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -2559933.500000 Penalty: 4863.932617
	Iteration 21Q: 3 clusters Score -2559934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -2559943.250000 Penalty: 4863.932617
	Iteration 22Q: 3 clusters Score -2559943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -2559947.250000 Penalty: 4863.932617
	Iteration 23Q: 3 clusters Score -2559947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -2559946.750000 Penalty: 4863.932617
	Iteration 24Q: 3 clusters Score -2559947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -2559950.000000 Penalty: 4863.932617
	Iteration 25Q: 3 clusters Score -2559950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -2559955.750000 Penalty: 4863.932617
	Iteration 26Q: 3 clusters Score -2559956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -2559958.250000 Penalty: 4863.932617
	Iteration 27Q: 3 clusters Score -2559958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -2559964.000000 Penalty: 4863.932617
	Iteration 28Q: 3 clusters Score -2559964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -2559967.000000 Penalty: 4863.932617
	Iteration 29Q: 3 clusters Score -2559967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -2559967.000000 Penalty: 4863.932617
	Iteration 30F: 3 clusters Score -2559967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Entering Unmasked Estep 
Score: -77580.429688 Penalty: 1573.282349
	Iteration 0F: 2 clusters Score -77580.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -75971.328125 Penalty: 3146.564697
	Iteration 0F: 3 clusters Score -75971.33 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -76138.007812 Penalty: 3146.564697
	Iteration 1F: 3 clusters Score -76138.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -76183.039062 Penalty: 3146.564697
	Iteration 2Q: 3 clusters Score -76183.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -76206.609375 Penalty: 3146.564697
	Iteration 3Q: 3 clusters Score -76206.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -76211.617188 Penalty: 3146.564697
	Iteration 4Q: 3 clusters Score -76211.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -76216.195312 Penalty: 3146.564697
	Iteration 5Q: 3 clusters Score -76216.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -76219.437500 Penalty: 3146.564697
	Iteration 6Q: 3 clusters Score -76219.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -76221.625000 Penalty: 3146.564697
	Iteration 7Q: 3 clusters Score -76221.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -76225.476562 Penalty: 3146.564697
	Iteration 8Q: 3 clusters Score -76225.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -76233.273438 Penalty: 3146.564697
	Iteration 9Q: 3 clusters Score -76233.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -76239.726562 Penalty: 3146.564697
	Iteration 10Q: 3 clusters Score -76239.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -76242.335938 Penalty: 3146.564697
	Iteration 11Q: 3 clusters Score -76242.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -76243.781250 Penalty: 3146.564697
	Iteration 12Q: 3 clusters Score -76243.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -76243.781250 Penalty: 3146.564697
	Iteration 13F: 3 clusters Score -76243.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Entering Unmasked Estep 
Score: -5374111.500000 Penalty: 2622.961670
	Iteration 0F: 2 clusters Score -5374112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -5347410.500000 Penalty: 5245.923340
	Iteration 0F: 3 clusters Score -5347410 nChanged 18016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -5357353.500000 Penalty: 5245.923340
	Iteration 1F: 3 clusters Score -5357354 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -5357755.500000 Penalty: 5245.923340
	Iteration 2Q: 3 clusters Score -5357756 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -5358080.000000 Penalty: 5245.923340
	Iteration 3Q: 3 clusters Score -5358080 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -5358423.500000 Penalty: 5245.923340
	Iteration 4Q: 3 clusters Score -5358424 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -5358722.500000 Penalty: 5245.923340
	Iteration 5Q: 3 clusters Score -5358722 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -5359013.500000 Penalty: 5245.923340
	Iteration 6Q: 3 clusters Score -5359014 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -5359348.500000 Penalty: 5245.923340
	Iteration 7Q: 3 clusters Score -5359348 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -5359665.000000 Penalty: 5245.923340
	Iteration 8Q: 3 clusters Score -5359665 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -5360076.000000 Penalty: 5245.923340
	Iteration 9Q: 3 clusters Score -5360076 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -5360434.500000 Penalty: 5245.923340
	Iteration 10Q: 3 clusters Score -5360434 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -5360907.500000 Penalty: 5245.923340
	Iteration 11Q: 3 clusters Score -5360908 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -5361427.500000 Penalty: 5245.923340
	Iteration 12Q: 3 clusters Score -5361428 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -5362084.000000 Penalty: 5245.923340
	Iteration 13Q: 3 clusters Score -5362084 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -5362979.000000 Penalty: 5245.923340
	Iteration 14Q: 3 clusters Score -5362979 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -5364138.500000 Penalty: 5245.923340
	Iteration 15Q: 3 clusters Score -5364138 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -5365589.000000 Penalty: 5245.923340
	Iteration 16Q: 3 clusters Score -5365589 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -5367120.500000 Penalty: 5245.923340
	Iteration 17Q: 3 clusters Score -5367120 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -5368381.000000 Penalty: 5245.923340
	Iteration 18Q: 3 clusters Score -5368381 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -5369228.000000 Penalty: 5245.923340
	Iteration 19Q: 3 clusters Score -5369228 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -5369905.000000 Penalty: 5245.923340
	Iteration 20F: 3 clusters Score -5369905 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 32655 members 
Entering Unmasked Estep 
Score: -5370381.000000 Penalty: 5245.923340
	Iteration 21Q: 3 clusters Score -5370381 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -5370730.000000 Penalty: 5245.923340
	Iteration 22Q: 3 clusters Score -5370730 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -5370977.000000 Penalty: 5245.923340
	Iteration 23Q: 3 clusters Score -5370977 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -5371191.500000 Penalty: 5245.923340
	Iteration 24Q: 3 clusters Score -5371192 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -5371321.000000 Penalty: 5245.923340
	Iteration 25Q: 3 clusters Score -5371321 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -5371450.000000 Penalty: 5245.923340
	Iteration 26Q: 3 clusters Score -5371450 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -5371570.500000 Penalty: 5245.923340
	Iteration 27Q: 3 clusters Score -5371570 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -5371640.000000 Penalty: 5245.923340
	Iteration 28Q: 3 clusters Score -5371640 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 35647 members 
Entering Unmasked Estep 
Score: -5371707.000000 Penalty: 5245.923340
	Iteration 29Q: 3 clusters Score -5371707 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -5371760.500000 Penalty: 5245.923340
	Iteration 30Q: 3 clusters Score -5371760 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -5371815.000000 Penalty: 5245.923340
	Iteration 31Q: 3 clusters Score -5371815 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -5371858.500000 Penalty: 5245.923340
	Iteration 32Q: 3 clusters Score -5371858 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -5371895.500000 Penalty: 5245.923340
	Iteration 33Q: 3 clusters Score -5371896 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 36367 members 
Entering Unmasked Estep 
Score: -5371933.000000 Penalty: 5245.923340
	Iteration 34Q: 3 clusters Score -5371933 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
Score: -5371965.000000 Penalty: 5245.923340
	Iteration 35Q: 3 clusters Score -5371965 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 36539 members 
Entering Unmasked Estep 
Score: -5371986.000000 Penalty: 5245.923340
	Iteration 36Q: 3 clusters Score -5371986 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 36609 members 
Entering Unmasked Estep 
Score: -5371996.500000 Penalty: 5245.923340
	Iteration 37Q: 3 clusters Score -5371996 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 36674 members 
Entering Unmasked Estep 
Score: -5372025.500000 Penalty: 5245.923340
	Iteration 38Q: 3 clusters Score -5372026 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -5372042.500000 Penalty: 5245.923340
	Iteration 39Q: 3 clusters Score -5372042 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 36787 members 
Entering Unmasked Estep 
Score: -5372051.500000 Penalty: 5245.923340
	Iteration 40F: 3 clusters Score -5372052 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
Score: -5372068.500000 Penalty: 5245.923340
	Iteration 41Q: 3 clusters Score -5372068 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -5372080.000000 Penalty: 5245.923340
	Iteration 42Q: 3 clusters Score -5372080 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -5372074.500000 Penalty: 5245.923340
	Iteration 43Q: 3 clusters Score -5372074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
Score: -5372080.000000 Penalty: 5245.923340
	Iteration 44Q: 3 clusters Score -5372080 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -5372083.000000 Penalty: 5245.923340
	Iteration 45Q: 3 clusters Score -5372083 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -5372089.000000 Penalty: 5245.923340
	Iteration 46Q: 3 clusters Score -5372089 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
Score: -5372097.000000 Penalty: 5245.923340
	Iteration 47Q: 3 clusters Score -5372097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 37009 members 
Entering Unmasked Estep 
Score: -5372099.000000 Penalty: 5245.923340
	Iteration 48Q: 3 clusters Score -5372099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -5372103.000000 Penalty: 5245.923340
	Iteration 49Q: 3 clusters Score -5372103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -5372102.000000 Penalty: 5245.923340
	Iteration 50Q: 3 clusters Score -5372102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -5372097.500000 Penalty: 5245.923340
	Iteration 51Q: 3 clusters Score -5372098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -5372097.000000 Penalty: 5245.923340
	Iteration 52Q: 3 clusters Score -5372097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
Score: -5372096.000000 Penalty: 5245.923340
	Iteration 53Q: 3 clusters Score -5372096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -5372106.000000 Penalty: 5245.923340
	Iteration 54Q: 3 clusters Score -5372106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -5372108.000000 Penalty: 5245.923340
	Iteration 55Q: 3 clusters Score -5372108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 37085 members 
Entering Unmasked Estep 
Score: -5372108.500000 Penalty: 5245.923340
	Iteration 56Q: 3 clusters Score -5372108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 37091 members 
Entering Unmasked Estep 
Score: -5372101.500000 Penalty: 5245.923340
	Iteration 57Q: 3 clusters Score -5372102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 37098 members 
Entering Unmasked Estep 
Score: -5372100.000000 Penalty: 5245.923340
	Iteration 58Q: 3 clusters Score -5372100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 37103 members 
Entering Unmasked Estep 
Score: -5372096.000000 Penalty: 5245.923340
	Iteration 59Q: 3 clusters Score -5372096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -5372106.000000 Penalty: 5245.923340
	Iteration 60F: 3 clusters Score -5372106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 37115 members 
Entering Unmasked Estep 
Score: -5372106.500000 Penalty: 5245.923340
	Iteration 61Q: 3 clusters Score -5372106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -5372104.000000 Penalty: 5245.923340
	Iteration 62Q: 3 clusters Score -5372104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 37127 members 
Entering Unmasked Estep 
Score: -5372104.500000 Penalty: 5245.923340
	Iteration 63Q: 3 clusters Score -5372104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 37127 members 
Entering Unmasked Estep 
Score: -5372104.500000 Penalty: 5245.923340
	Iteration 64Q: 3 clusters Score -5372104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 37127 members 
Entering Unmasked Estep 
Score: -5372104.500000 Penalty: 5245.923340
	Iteration 65F: 3 clusters Score -5372104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Entering Unmasked Estep 
Score: -107382.343750 Penalty: 1651.186768
	Iteration 0F: 2 clusters Score -107382.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -105583.890625 Penalty: 3302.373535
	Iteration 0F: 3 clusters Score -105583.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -105806.078125 Penalty: 3302.373535
	Iteration 1F: 3 clusters Score -105806.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -105867.281250 Penalty: 3302.373535
	Iteration 2F: 3 clusters Score -105867.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -105897.187500 Penalty: 3302.373535
	Iteration 3Q: 3 clusters Score -105897.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -105915.250000 Penalty: 3302.373535
	Iteration 4Q: 3 clusters Score -105915.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -105923.484375 Penalty: 3302.373535
	Iteration 5Q: 3 clusters Score -105923.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -105931.421875 Penalty: 3302.373535
	Iteration 6Q: 3 clusters Score -105931.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -105935.226562 Penalty: 3302.373535
	Iteration 7Q: 3 clusters Score -105935.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -105940.492188 Penalty: 3302.373535
	Iteration 8Q: 3 clusters Score -105940.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -105941.257812 Penalty: 3302.373535
	Iteration 9Q: 3 clusters Score -105941.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -105942.484375 Penalty: 3302.373535
	Iteration 10Q: 3 clusters Score -105942.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -105943.570312 Penalty: 3302.373535
	Iteration 11Q: 3 clusters Score -105943.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -105943.570312 Penalty: 3302.373535
	Iteration 12F: 3 clusters Score -105943.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -83711.242188 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -83711.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -82093.937500 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -82093.94 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -82317.039062 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -82317.04 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -82404.679688 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -82404.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -82448.179688 Penalty: 3193.125000
	Iteration 3Q: 3 clusters Score -82448.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -82468.781250 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -82468.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -82481.468750 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -82481.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -82486.406250 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -82486.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -82487.234375 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -82487.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -82488.734375 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -82488.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -82490.101562 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -82490.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -82491.226562 Penalty: 3193.125000
	Iteration 10Q: 3 clusters Score -82491.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -82491.226562 Penalty: 3193.125000
	Iteration 11F: 3 clusters Score -82491.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (157270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157270 members 
Entering Unmasked Estep 
Score: -21965712.000000 Penalty: 2967.498291
	Iteration 0F: 2 clusters Score -2.196571e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78649 members 
Mstep: Class 2 contains 78621 members 
Entering Unmasked Estep 
Score: -21862488.000000 Penalty: 5934.996582
	Iteration 0F: 3 clusters Score -2.186249e+07 nChanged 75169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78456 members 
Mstep: Class 2 contains 78814 members 
Entering Unmasked Estep 
Score: -21906368.000000 Penalty: 5934.996582
	Iteration 1F: 3 clusters Score -2.190637e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78276 members 
Mstep: Class 2 contains 78994 members 
Entering Unmasked Estep 
Score: -21907072.000000 Penalty: 5934.996582
	Iteration 2Q: 3 clusters Score -2.190707e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78024 members 
Mstep: Class 2 contains 79246 members 
Entering Unmasked Estep 
Score: -21907968.000000 Penalty: 5934.996582
	Iteration 3Q: 3 clusters Score -2.190797e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77679 members 
Mstep: Class 2 contains 79591 members 
Entering Unmasked Estep 
Score: -21909004.000000 Penalty: 5934.996582
	Iteration 4Q: 3 clusters Score -2.1909e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77234 members 
Mstep: Class 2 contains 80036 members 
Entering Unmasked Estep 
Score: -21910200.000000 Penalty: 5934.996582
	Iteration 5Q: 3 clusters Score -2.19102e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76603 members 
Mstep: Class 2 contains 80667 members 
Entering Unmasked Estep 
Score: -21911698.000000 Penalty: 5934.996582
	Iteration 6Q: 3 clusters Score -2.19117e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75775 members 
Mstep: Class 2 contains 81495 members 
Entering Unmasked Estep 
Score: -21914006.000000 Penalty: 5934.996582
	Iteration 7Q: 3 clusters Score -2.191401e+07 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74633 members 
Mstep: Class 2 contains 82637 members 
Entering Unmasked Estep 
Score: -21918084.000000 Penalty: 5934.996582
	Iteration 8Q: 3 clusters Score -2.191808e+07 nChanged 8902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73237 members 
Mstep: Class 2 contains 84033 members 
Entering Unmasked Estep 
Score: -21923854.000000 Penalty: 5934.996582
	Iteration 9F: 3 clusters Score -2.192385e+07 nChanged 10018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71777 members 
Mstep: Class 2 contains 85493 members 
Entering Unmasked Estep 
Score: -21931328.000000 Penalty: 5934.996582
	Iteration 10F: 3 clusters Score -2.193133e+07 nChanged 10056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70395 members 
Mstep: Class 2 contains 86875 members 
Entering Unmasked Estep 
Score: -21938308.000000 Penalty: 5934.996582
	Iteration 11F: 3 clusters Score -2.193831e+07 nChanged 8184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69327 members 
Mstep: Class 2 contains 87943 members 
Entering Unmasked Estep 
Score: -21942312.000000 Penalty: 5934.996582
	Iteration 12F: 3 clusters Score -2.194231e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68235 members 
Mstep: Class 2 contains 89035 members 
Entering Unmasked Estep 
Score: -21944002.000000 Penalty: 5934.996582
	Iteration 13Q: 3 clusters Score -2.1944e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67018 members 
Mstep: Class 2 contains 90252 members 
Entering Unmasked Estep 
Score: -21944748.000000 Penalty: 5934.996582
	Iteration 14Q: 3 clusters Score -2.194475e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65723 members 
Mstep: Class 2 contains 91547 members 
Entering Unmasked Estep 
Score: -21945266.000000 Penalty: 5934.996582
	Iteration 15Q: 3 clusters Score -2.194527e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64329 members 
Mstep: Class 2 contains 92941 members 
Entering Unmasked Estep 
Score: -21945590.000000 Penalty: 5934.996582
	Iteration 16Q: 3 clusters Score -2.194559e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62850 members 
Mstep: Class 2 contains 94420 members 
Entering Unmasked Estep 
Score: -21946078.000000 Penalty: 5934.996582
	Iteration 17Q: 3 clusters Score -2.194608e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61319 members 
Mstep: Class 2 contains 95951 members 
Entering Unmasked Estep 
Score: -21946498.000000 Penalty: 5934.996582
	Iteration 18Q: 3 clusters Score -2.19465e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59643 members 
Mstep: Class 2 contains 97627 members 
Entering Unmasked Estep 
Score: -21947048.000000 Penalty: 5934.996582
	Iteration 19Q: 3 clusters Score -2.194705e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57871 members 
Mstep: Class 2 contains 99399 members 
Entering Unmasked Estep 
Score: -21947474.000000 Penalty: 5934.996582
	Iteration 20F: 3 clusters Score -2.194747e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55944 members 
Mstep: Class 2 contains 101326 members 
Entering Unmasked Estep 
Score: -21947938.000000 Penalty: 5934.996582
	Iteration 21Q: 3 clusters Score -2.194794e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53835 members 
Mstep: Class 2 contains 103435 members 
Entering Unmasked Estep 
Score: -21948398.000000 Penalty: 5934.996582
	Iteration 22Q: 3 clusters Score -2.19484e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51634 members 
Mstep: Class 2 contains 105636 members 
Entering Unmasked Estep 
Score: -21948960.000000 Penalty: 5934.996582
	Iteration 23Q: 3 clusters Score -2.194896e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 107929 members 
Entering Unmasked Estep 
Score: -21949604.000000 Penalty: 5934.996582
	Iteration 24Q: 3 clusters Score -2.19496e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46927 members 
Mstep: Class 2 contains 110343 members 
Entering Unmasked Estep 
Score: -21950364.000000 Penalty: 5934.996582
	Iteration 25Q: 3 clusters Score -2.195036e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 112769 members 
Entering Unmasked Estep 
Score: -21951016.000000 Penalty: 5934.996582
	Iteration 26Q: 3 clusters Score -2.195102e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 115274 members 
Entering Unmasked Estep 
Score: -21951712.000000 Penalty: 5934.996582
	Iteration 27Q: 3 clusters Score -2.195171e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39433 members 
Mstep: Class 2 contains 117837 members 
Entering Unmasked Estep 
Score: -21952498.000000 Penalty: 5934.996582
	Iteration 28Q: 3 clusters Score -2.19525e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 120407 members 
Entering Unmasked Estep 
Score: -21953304.000000 Penalty: 5934.996582
	Iteration 29Q: 3 clusters Score -2.19533e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34230 members 
Mstep: Class 2 contains 123040 members 
Entering Unmasked Estep 
Score: -21954218.000000 Penalty: 5934.996582
	Iteration 30Q: 3 clusters Score -2.195422e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31643 members 
Mstep: Class 2 contains 125627 members 
Entering Unmasked Estep 
Score: -21954920.000000 Penalty: 5934.996582
	Iteration 31Q: 3 clusters Score -2.195492e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 128158 members 
Entering Unmasked Estep 
Score: -21955904.000000 Penalty: 5934.996582
	Iteration 32Q: 3 clusters Score -2.19559e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 130743 members 
Entering Unmasked Estep 
Score: -21956922.000000 Penalty: 5934.996582
	Iteration 33Q: 3 clusters Score -2.195692e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 133228 members 
Entering Unmasked Estep 
Score: -21957838.000000 Penalty: 5934.996582
	Iteration 34Q: 3 clusters Score -2.195784e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 135616 members 
Entering Unmasked Estep 
Score: -21958642.000000 Penalty: 5934.996582
	Iteration 35Q: 3 clusters Score -2.195864e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 137839 members 
Entering Unmasked Estep 
Score: -21959618.000000 Penalty: 5934.996582
	Iteration 36Q: 3 clusters Score -2.195962e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 139888 members 
Entering Unmasked Estep 
Score: -21960390.000000 Penalty: 5934.996582
	Iteration 37Q: 3 clusters Score -2.196039e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 141759 members 
Entering Unmasked Estep 
Score: -21960960.000000 Penalty: 5934.996582
	Iteration 38Q: 3 clusters Score -2.196096e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 143444 members 
Entering Unmasked Estep 
Score: -21961424.000000 Penalty: 5934.996582
	Iteration 39Q: 3 clusters Score -2.196142e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 144849 members 
Entering Unmasked Estep 
Score: -21961840.000000 Penalty: 5934.996582
	Iteration 40F: 3 clusters Score -2.196184e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 146219 members 
Entering Unmasked Estep 
Score: -21962268.000000 Penalty: 5934.996582
	Iteration 41Q: 3 clusters Score -2.196227e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 147447 members 
Entering Unmasked Estep 
Score: -21962682.000000 Penalty: 5934.996582
	Iteration 42Q: 3 clusters Score -2.196268e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 148512 members 
Entering Unmasked Estep 
Score: -21963028.000000 Penalty: 5934.996582
	Iteration 43Q: 3 clusters Score -2.196303e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 149391 members 
Entering Unmasked Estep 
Score: -21963280.000000 Penalty: 5934.996582
	Iteration 44Q: 3 clusters Score -2.196328e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 150148 members 
Entering Unmasked Estep 
Score: -21963378.000000 Penalty: 5934.996582
	Iteration 45Q: 3 clusters Score -2.196338e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 150833 members 
Entering Unmasked Estep 
Score: -21963544.000000 Penalty: 5934.996582
	Iteration 46Q: 3 clusters Score -2.196354e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 151406 members 
Entering Unmasked Estep 
Score: -21963676.000000 Penalty: 5934.996582
	Iteration 47Q: 3 clusters Score -2.196368e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 151905 members 
Entering Unmasked Estep 
Score: -21963818.000000 Penalty: 5934.996582
	Iteration 48Q: 3 clusters Score -2.196382e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 152362 members 
Entering Unmasked Estep 
Score: -21963860.000000 Penalty: 5934.996582
	Iteration 49Q: 3 clusters Score -2.196386e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 152767 members 
Entering Unmasked Estep 
Score: -21963818.000000 Penalty: 5934.996582
	Iteration 50Q: 3 clusters Score -2.196382e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 153069 members 
Entering Unmasked Estep 
Score: -21963806.000000 Penalty: 5934.996582
	Iteration 51Q: 3 clusters Score -2.196381e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 153342 members 
Entering Unmasked Estep 
Score: -21963880.000000 Penalty: 5934.996582
	Iteration 52Q: 3 clusters Score -2.196388e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 153569 members 
Entering Unmasked Estep 
Score: -21963930.000000 Penalty: 5934.996582
	Iteration 53Q: 3 clusters Score -2.196393e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 153740 members 
Entering Unmasked Estep 
Score: -21963928.000000 Penalty: 5934.996582
	Iteration 54Q: 3 clusters Score -2.196393e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 153891 members 
Entering Unmasked Estep 
Score: -21963874.000000 Penalty: 5934.996582
	Iteration 55Q: 3 clusters Score -2.196387e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 154017 members 
Entering Unmasked Estep 
Score: -21963928.000000 Penalty: 5934.996582
	Iteration 56Q: 3 clusters Score -2.196393e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 154133 members 
Entering Unmasked Estep 
Score: -21963904.000000 Penalty: 5934.996582
	Iteration 57Q: 3 clusters Score -2.19639e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 154240 members 
Entering Unmasked Estep 
Score: -21963918.000000 Penalty: 5934.996582
	Iteration 58Q: 3 clusters Score -2.196392e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 154321 members 
Entering Unmasked Estep 
Score: -21963942.000000 Penalty: 5934.996582
	Iteration 59Q: 3 clusters Score -2.196394e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 154400 members 
Entering Unmasked Estep 
Score: -21963968.000000 Penalty: 5934.996582
	Iteration 60F: 3 clusters Score -2.196397e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 154463 members 
Entering Unmasked Estep 
Score: -21963976.000000 Penalty: 5934.996582
	Iteration 61Q: 3 clusters Score -2.196398e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 154519 members 
Entering Unmasked Estep 
Score: -21963958.000000 Penalty: 5934.996582
	Iteration 62Q: 3 clusters Score -2.196396e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 154579 members 
Entering Unmasked Estep 
Score: -21963956.000000 Penalty: 5934.996582
	Iteration 63Q: 3 clusters Score -2.196396e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 154635 members 
Entering Unmasked Estep 
Score: -21963966.000000 Penalty: 5934.996582
	Iteration 64Q: 3 clusters Score -2.196397e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 154681 members 
Entering Unmasked Estep 
Score: -21963930.000000 Penalty: 5934.996582
	Iteration 65Q: 3 clusters Score -2.196393e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 154718 members 
Entering Unmasked Estep 
Score: -21963948.000000 Penalty: 5934.996582
	Iteration 66Q: 3 clusters Score -2.196395e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 154757 members 
Entering Unmasked Estep 
Score: -21963938.000000 Penalty: 5934.996582
	Iteration 67Q: 3 clusters Score -2.196394e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 154797 members 
Entering Unmasked Estep 
Score: -21963918.000000 Penalty: 5934.996582
	Iteration 68Q: 3 clusters Score -2.196392e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 154837 members 
Entering Unmasked Estep 
Score: -21963926.000000 Penalty: 5934.996582
	Iteration 69Q: 3 clusters Score -2.196393e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 154879 members 
Entering Unmasked Estep 
Score: -21963924.000000 Penalty: 5934.996582
	Iteration 70Q: 3 clusters Score -2.196392e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 154920 members 
Entering Unmasked Estep 
Score: -21963928.000000 Penalty: 5934.996582
	Iteration 71Q: 3 clusters Score -2.196393e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 154958 members 
Entering Unmasked Estep 
Score: -21963976.000000 Penalty: 5934.996582
	Iteration 72Q: 3 clusters Score -2.196398e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 154988 members 
Entering Unmasked Estep 
Score: -21963934.000000 Penalty: 5934.996582
	Iteration 73Q: 3 clusters Score -2.196393e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 155011 members 
Entering Unmasked Estep 
Score: -21963954.000000 Penalty: 5934.996582
	Iteration 74Q: 3 clusters Score -2.196395e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 155027 members 
Entering Unmasked Estep 
Score: -21963958.000000 Penalty: 5934.996582
	Iteration 75Q: 3 clusters Score -2.196396e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 155040 members 
Entering Unmasked Estep 
Score: -21963958.000000 Penalty: 5934.996582
	Iteration 76Q: 3 clusters Score -2.196396e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 155050 members 
Entering Unmasked Estep 
Score: -21963948.000000 Penalty: 5934.996582
	Iteration 77Q: 3 clusters Score -2.196395e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 155058 members 
Entering Unmasked Estep 
Score: -21963938.000000 Penalty: 5934.996582
	Iteration 78Q: 3 clusters Score -2.196394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 155065 members 
Entering Unmasked Estep 
Score: -21963952.000000 Penalty: 5934.996582
	Iteration 79Q: 3 clusters Score -2.196395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 155069 members 
Entering Unmasked Estep 
Score: -21963936.000000 Penalty: 5934.996582
	Iteration 80F: 3 clusters Score -2.196394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 155073 members 
Entering Unmasked Estep 
Score: -21963944.000000 Penalty: 5934.996582
	Iteration 81Q: 3 clusters Score -2.196394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 155074 members 
Entering Unmasked Estep 
Score: -21963936.000000 Penalty: 5934.996582
	Iteration 82Q: 3 clusters Score -2.196394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 155079 members 
Entering Unmasked Estep 
Score: -21963950.000000 Penalty: 5934.996582
	Iteration 83Q: 3 clusters Score -2.196395e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 155086 members 
Entering Unmasked Estep 
Score: -21963940.000000 Penalty: 5934.996582
	Iteration 84Q: 3 clusters Score -2.196394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 155089 members 
Entering Unmasked Estep 
Score: -21963932.000000 Penalty: 5934.996582
	Iteration 85Q: 3 clusters Score -2.196393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 155096 members 
Entering Unmasked Estep 
Score: -21963952.000000 Penalty: 5934.996582
	Iteration 86Q: 3 clusters Score -2.196395e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 155100 members 
Entering Unmasked Estep 
Score: -21963940.000000 Penalty: 5934.996582
	Iteration 87Q: 3 clusters Score -2.196394e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 155106 members 
Entering Unmasked Estep 
Score: -21963936.000000 Penalty: 5934.996582
	Iteration 88Q: 3 clusters Score -2.196394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 155111 members 
Entering Unmasked Estep 
Score: -21963930.000000 Penalty: 5934.996582
	Iteration 89Q: 3 clusters Score -2.196393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 155114 members 
Entering Unmasked Estep 
Score: -21963948.000000 Penalty: 5934.996582
	Iteration 90Q: 3 clusters Score -2.196395e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 155121 members 
Entering Unmasked Estep 
Score: -21963954.000000 Penalty: 5934.996582
	Iteration 91Q: 3 clusters Score -2.196395e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 155130 members 
Entering Unmasked Estep 
Score: -21963940.000000 Penalty: 5934.996582
	Iteration 92Q: 3 clusters Score -2.196394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 155135 members 
Entering Unmasked Estep 
Score: -21963942.000000 Penalty: 5934.996582
	Iteration 93Q: 3 clusters Score -2.196394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 155138 members 
Entering Unmasked Estep 
Score: -21963944.000000 Penalty: 5934.996582
	Iteration 94Q: 3 clusters Score -2.196394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 155141 members 
Entering Unmasked Estep 
Score: -21963950.000000 Penalty: 5934.996582
	Iteration 95Q: 3 clusters Score -2.196395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 155146 members 
Entering Unmasked Estep 
Score: -21963956.000000 Penalty: 5934.996582
	Iteration 96Q: 3 clusters Score -2.196396e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 155152 members 
Entering Unmasked Estep 
Score: -21963956.000000 Penalty: 5934.996582
	Iteration 97Q: 3 clusters Score -2.196396e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 155156 members 
Entering Unmasked Estep 
Score: -21963952.000000 Penalty: 5934.996582
	Iteration 98Q: 3 clusters Score -2.196395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 155159 members 
Entering Unmasked Estep 
Score: -21963964.000000 Penalty: 5934.996582
	Iteration 99Q: 3 clusters Score -2.196396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 155161 members 
Entering Unmasked Estep 
Score: -21963958.000000 Penalty: 5934.996582
	Iteration 100F: 3 clusters Score -2.196396e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 155162 members 
Entering Unmasked Estep 
Score: -21963962.000000 Penalty: 5934.996582
	Iteration 101Q: 3 clusters Score -2.196396e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 155163 members 
Entering Unmasked Estep 
Score: -21963960.000000 Penalty: 5934.996582
	Iteration 102Q: 3 clusters Score -2.196396e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 155164 members 
Entering Unmasked Estep 
Score: -21963952.000000 Penalty: 5934.996582
	Iteration 103Q: 3 clusters Score -2.196395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 155167 members 
Entering Unmasked Estep 
Score: -21963952.000000 Penalty: 5934.996582
	Iteration 104Q: 3 clusters Score -2.196395e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 155168 members 
Entering Unmasked Estep 
Score: -21963950.000000 Penalty: 5934.996582
	Iteration 105Q: 3 clusters Score -2.196395e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 155169 members 
Entering Unmasked Estep 
Score: -21963962.000000 Penalty: 5934.996582
	Iteration 106Q: 3 clusters Score -2.196396e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 155170 members 
Entering Unmasked Estep 
Score: -21963962.000000 Penalty: 5934.996582
	Iteration 107Q: 3 clusters Score -2.196396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 155172 members 
Entering Unmasked Estep 
Score: -21963966.000000 Penalty: 5934.996582
	Iteration 108Q: 3 clusters Score -2.196397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 155174 members 
Entering Unmasked Estep 
Score: -21963964.000000 Penalty: 5934.996582
	Iteration 109Q: 3 clusters Score -2.196396e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 155175 members 
Entering Unmasked Estep 
Score: -21963960.000000 Penalty: 5934.996582
	Iteration 110Q: 3 clusters Score -2.196396e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 155178 members 
Entering Unmasked Estep 
Score: -21963968.000000 Penalty: 5934.996582
	Iteration 111Q: 3 clusters Score -2.196397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 155180 members 
Entering Unmasked Estep 
Score: -21963968.000000 Penalty: 5934.996582
	Iteration 112Q: 3 clusters Score -2.196397e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 155180 members 
Entering Unmasked Estep 
Score: -21963968.000000 Penalty: 5934.996582
	Iteration 113F: 3 clusters Score -2.196397e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Entering Unmasked Estep 
Score: -3963152.500000 Penalty: 2538.311279
	Iteration 0F: 2 clusters Score -3963152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -3944111.250000 Penalty: 5076.622559
	Iteration 0F: 3 clusters Score -3944111 nChanged 12377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -3950713.750000 Penalty: 5076.622559
	Iteration 1F: 3 clusters Score -3950714 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -3951144.250000 Penalty: 5076.622559
	Iteration 2Q: 3 clusters Score -3951144 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -3951536.000000 Penalty: 5076.622559
	Iteration 3Q: 3 clusters Score -3951536 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -3951985.750000 Penalty: 5076.622559
	Iteration 4Q: 3 clusters Score -3951986 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -3952557.500000 Penalty: 5076.622559
	Iteration 5Q: 3 clusters Score -3952558 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -3953360.750000 Penalty: 5076.622559
	Iteration 6F: 3 clusters Score -3953361 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -3954409.750000 Penalty: 5076.622559
	Iteration 7F: 3 clusters Score -3954410 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -3955774.750000 Penalty: 5076.622559
	Iteration 8F: 3 clusters Score -3955775 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -3957250.750000 Penalty: 5076.622559
	Iteration 9F: 3 clusters Score -3957251 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -3958533.500000 Penalty: 5076.622559
	Iteration 10F: 3 clusters Score -3958534 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -3959278.000000 Penalty: 5076.622559
	Iteration 11Q: 3 clusters Score -3959278 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -3959686.000000 Penalty: 5076.622559
	Iteration 12Q: 3 clusters Score -3959686 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -3959931.250000 Penalty: 5076.622559
	Iteration 13Q: 3 clusters Score -3959931 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -3960126.750000 Penalty: 5076.622559
	Iteration 14Q: 3 clusters Score -3960127 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -3960261.750000 Penalty: 5076.622559
	Iteration 15Q: 3 clusters Score -3960262 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -3960368.250000 Penalty: 5076.622559
	Iteration 16Q: 3 clusters Score -3960368 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3960461.250000 Penalty: 5076.622559
	Iteration 17Q: 3 clusters Score -3960461 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -3960521.500000 Penalty: 5076.622559
	Iteration 18Q: 3 clusters Score -3960522 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3960564.250000 Penalty: 5076.622559
	Iteration 19Q: 3 clusters Score -3960564 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3960601.750000 Penalty: 5076.622559
	Iteration 20F: 3 clusters Score -3960602 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3960643.750000 Penalty: 5076.622559
	Iteration 21Q: 3 clusters Score -3960644 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3960691.500000 Penalty: 5076.622559
	Iteration 22Q: 3 clusters Score -3960692 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3960727.500000 Penalty: 5076.622559
	Iteration 23Q: 3 clusters Score -3960728 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3960749.250000 Penalty: 5076.622559
	Iteration 24Q: 3 clusters Score -3960749 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3960757.000000 Penalty: 5076.622559
	Iteration 25Q: 3 clusters Score -3960757 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3960785.250000 Penalty: 5076.622559
	Iteration 26Q: 3 clusters Score -3960785 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3960797.750000 Penalty: 5076.622559
	Iteration 27Q: 3 clusters Score -3960798 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3960806.750000 Penalty: 5076.622559
	Iteration 28Q: 3 clusters Score -3960807 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3960826.250000 Penalty: 5076.622559
	Iteration 29Q: 3 clusters Score -3960826 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3960838.250000 Penalty: 5076.622559
	Iteration 30Q: 3 clusters Score -3960838 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3960843.500000 Penalty: 5076.622559
	Iteration 31Q: 3 clusters Score -3960844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3960862.000000 Penalty: 5076.622559
	Iteration 32Q: 3 clusters Score -3960862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3960872.750000 Penalty: 5076.622559
	Iteration 33Q: 3 clusters Score -3960873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3960869.500000 Penalty: 5076.622559
	Iteration 34Q: 3 clusters Score -3960870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3960877.250000 Penalty: 5076.622559
	Iteration 35Q: 3 clusters Score -3960877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3960880.000000 Penalty: 5076.622559
	Iteration 36Q: 3 clusters Score -3960880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3960890.000000 Penalty: 5076.622559
	Iteration 37Q: 3 clusters Score -3960890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3960889.000000 Penalty: 5076.622559
	Iteration 38Q: 3 clusters Score -3960889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3960888.250000 Penalty: 5076.622559
	Iteration 39Q: 3 clusters Score -3960888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3960893.000000 Penalty: 5076.622559
	Iteration 40F: 3 clusters Score -3960893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3960885.500000 Penalty: 5076.622559
	Iteration 41Q: 3 clusters Score -3960886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3960887.750000 Penalty: 5076.622559
	Iteration 42Q: 3 clusters Score -3960888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3960896.750000 Penalty: 5076.622559
	Iteration 43Q: 3 clusters Score -3960897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3960894.000000 Penalty: 5076.622559
	Iteration 44Q: 3 clusters Score -3960894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3960894.250000 Penalty: 5076.622559
	Iteration 45Q: 3 clusters Score -3960894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3960898.500000 Penalty: 5076.622559
	Iteration 46Q: 3 clusters Score -3960898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3960899.250000 Penalty: 5076.622559
	Iteration 47Q: 3 clusters Score -3960899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3960900.250000 Penalty: 5076.622559
	Iteration 48Q: 3 clusters Score -3960900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3960897.500000 Penalty: 5076.622559
	Iteration 49Q: 3 clusters Score -3960898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3960900.500000 Penalty: 5076.622559
	Iteration 50Q: 3 clusters Score -3960900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3960903.750000 Penalty: 5076.622559
	Iteration 51Q: 3 clusters Score -3960904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3960905.750000 Penalty: 5076.622559
	Iteration 52Q: 3 clusters Score -3960906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3960901.500000 Penalty: 5076.622559
	Iteration 53Q: 3 clusters Score -3960902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3960902.250000 Penalty: 5076.622559
	Iteration 54Q: 3 clusters Score -3960902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3960901.750000 Penalty: 5076.622559
	Iteration 55Q: 3 clusters Score -3960902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3960897.000000 Penalty: 5076.622559
	Iteration 56Q: 3 clusters Score -3960897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3960904.500000 Penalty: 5076.622559
	Iteration 57Q: 3 clusters Score -3960904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3960902.000000 Penalty: 5076.622559
	Iteration 58Q: 3 clusters Score -3960902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3960905.250000 Penalty: 5076.622559
	Iteration 59Q: 3 clusters Score -3960905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3960909.750000 Penalty: 5076.622559
	Iteration 60F: 3 clusters Score -3960910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3960908.250000 Penalty: 5076.622559
	Iteration 61Q: 3 clusters Score -3960908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3960919.000000 Penalty: 5076.622559
	Iteration 62Q: 3 clusters Score -3960919 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3960924.000000 Penalty: 5076.622559
	Iteration 63Q: 3 clusters Score -3960924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3960928.750000 Penalty: 5076.622559
	Iteration 64Q: 3 clusters Score -3960929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3960936.500000 Penalty: 5076.622559
	Iteration 65Q: 3 clusters Score -3960936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3960941.500000 Penalty: 5076.622559
	Iteration 66Q: 3 clusters Score -3960942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3960946.000000 Penalty: 5076.622559
	Iteration 67Q: 3 clusters Score -3960946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3960949.500000 Penalty: 5076.622559
	Iteration 68Q: 3 clusters Score -3960950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3960950.250000 Penalty: 5076.622559
	Iteration 69Q: 3 clusters Score -3960950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3960955.000000 Penalty: 5076.622559
	Iteration 70Q: 3 clusters Score -3960955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3960955.750000 Penalty: 5076.622559
	Iteration 71Q: 3 clusters Score -3960956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3960961.750000 Penalty: 5076.622559
	Iteration 72Q: 3 clusters Score -3960962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3960965.250000 Penalty: 5076.622559
	Iteration 73Q: 3 clusters Score -3960965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3960965.000000 Penalty: 5076.622559
	Iteration 74Q: 3 clusters Score -3960965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3960966.750000 Penalty: 5076.622559
	Iteration 75Q: 3 clusters Score -3960967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3960970.500000 Penalty: 5076.622559
	Iteration 76Q: 3 clusters Score -3960970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3960972.250000 Penalty: 5076.622559
	Iteration 77Q: 3 clusters Score -3960972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3960972.750000 Penalty: 5076.622559
	Iteration 78Q: 3 clusters Score -3960973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3960972.750000 Penalty: 5076.622559
	Iteration 79F: 3 clusters Score -3960973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Entering Unmasked Estep 
Score: -420772.875000 Penalty: 1997.679077
	Iteration 0F: 2 clusters Score -420772.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -417412.156250 Penalty: 3995.358154
	Iteration 0F: 3 clusters Score -417412.2 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -418200.812500 Penalty: 3995.358154
	Iteration 1F: 3 clusters Score -418200.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -418434.531250 Penalty: 3995.358154
	Iteration 2F: 3 clusters Score -418434.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -418623.437500 Penalty: 3995.358154
	Iteration 3F: 3 clusters Score -418623.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -418839.656250 Penalty: 3995.358154
	Iteration 4Q: 3 clusters Score -418839.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -419064.656250 Penalty: 3995.358154
	Iteration 5Q: 3 clusters Score -419064.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -419242.781250 Penalty: 3995.358154
	Iteration 6Q: 3 clusters Score -419242.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -419383.000000 Penalty: 3995.358154
	Iteration 7Q: 3 clusters Score -419383 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -419508.250000 Penalty: 3995.358154
	Iteration 8Q: 3 clusters Score -419508.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -419610.062500 Penalty: 3995.358154
	Iteration 9Q: 3 clusters Score -419610.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -419700.281250 Penalty: 3995.358154
	Iteration 10Q: 3 clusters Score -419700.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -419787.375000 Penalty: 3995.358154
	Iteration 11Q: 3 clusters Score -419787.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -419885.812500 Penalty: 3995.358154
	Iteration 12Q: 3 clusters Score -419885.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -419967.406250 Penalty: 3995.358154
	Iteration 13Q: 3 clusters Score -419967.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -420050.406250 Penalty: 3995.358154
	Iteration 14Q: 3 clusters Score -420050.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -420101.031250 Penalty: 3995.358154
	Iteration 15Q: 3 clusters Score -420101 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -420137.625000 Penalty: 3995.358154
	Iteration 16Q: 3 clusters Score -420137.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -420159.687500 Penalty: 3995.358154
	Iteration 17Q: 3 clusters Score -420159.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -420174.875000 Penalty: 3995.358154
	Iteration 18Q: 3 clusters Score -420174.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -420184.968750 Penalty: 3995.358154
	Iteration 19Q: 3 clusters Score -420185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -420189.843750 Penalty: 3995.358154
	Iteration 20F: 3 clusters Score -420189.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -420200.875000 Penalty: 3995.358154
	Iteration 21Q: 3 clusters Score -420200.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -420208.218750 Penalty: 3995.358154
	Iteration 22Q: 3 clusters Score -420208.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -420215.375000 Penalty: 3995.358154
	Iteration 23Q: 3 clusters Score -420215.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -420218.343750 Penalty: 3995.358154
	Iteration 24Q: 3 clusters Score -420218.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -420220.750000 Penalty: 3995.358154
	Iteration 25Q: 3 clusters Score -420220.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -420224.687500 Penalty: 3995.358154
	Iteration 26Q: 3 clusters Score -420224.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -420226.937500 Penalty: 3995.358154
	Iteration 27Q: 3 clusters Score -420226.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -420226.937500 Penalty: 3995.358154
	Iteration 28F: 3 clusters Score -420226.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -20851.794922 Penalty: 1315.219604
	Iteration 0F: 2 clusters Score -20851.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19839.710938 Penalty: 2630.439209
	Iteration 0F: 3 clusters Score -19839.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19927.394531 Penalty: 2630.439209
	Iteration 1F: 3 clusters Score -19927.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -19982.470703 Penalty: 2630.439209
	Iteration 2Q: 3 clusters Score -19982.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -20009.154297 Penalty: 2630.439209
	Iteration 3Q: 3 clusters Score -20009.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -20017.822266 Penalty: 2630.439209
	Iteration 4Q: 3 clusters Score -20017.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -20017.822266 Penalty: 2630.439209
	Iteration 5F: 3 clusters Score -20017.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -52986.144531 Penalty: 1499.748291
	Iteration 0F: 2 clusters Score -52986.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -51580.601562 Penalty: 2999.496582
	Iteration 0F: 3 clusters Score -51580.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -51726.031250 Penalty: 2999.496582
	Iteration 1F: 3 clusters Score -51726.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -51787.441406 Penalty: 2999.496582
	Iteration 2F: 3 clusters Score -51787.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -51804.429688 Penalty: 2999.496582
	Iteration 3Q: 3 clusters Score -51804.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -51818.203125 Penalty: 2999.496582
	Iteration 4Q: 3 clusters Score -51818.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -51825.835938 Penalty: 2999.496582
	Iteration 5Q: 3 clusters Score -51825.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -51838.691406 Penalty: 2999.496582
	Iteration 6Q: 3 clusters Score -51838.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -51843.351562 Penalty: 2999.496582
	Iteration 7Q: 3 clusters Score -51843.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -51844.804688 Penalty: 2999.496582
	Iteration 8Q: 3 clusters Score -51844.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -51847.636719 Penalty: 2999.496582
	Iteration 9Q: 3 clusters Score -51847.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -51847.636719 Penalty: 2999.496582
	Iteration 10F: 3 clusters Score -51847.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Entering Unmasked Estep 
Score: -531353.625000 Penalty: 2047.702881
	Iteration 0F: 2 clusters Score -531353.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -527525.312500 Penalty: 4095.405762
	Iteration 0F: 3 clusters Score -527525.3 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -528388.125000 Penalty: 4095.405762
	Iteration 1F: 3 clusters Score -528388.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -528630.187500 Penalty: 4095.405762
	Iteration 2F: 3 clusters Score -528630.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -528803.875000 Penalty: 4095.405762
	Iteration 3F: 3 clusters Score -528803.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -528942.000000 Penalty: 4095.405762
	Iteration 4Q: 3 clusters Score -528942 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -529047.812500 Penalty: 4095.405762
	Iteration 5Q: 3 clusters Score -529047.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -529159.875000 Penalty: 4095.405762
	Iteration 6Q: 3 clusters Score -529159.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -529271.875000 Penalty: 4095.405762
	Iteration 7Q: 3 clusters Score -529271.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -529403.687500 Penalty: 4095.405762
	Iteration 8Q: 3 clusters Score -529403.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -529530.062500 Penalty: 4095.405762
	Iteration 9Q: 3 clusters Score -529530.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -529629.250000 Penalty: 4095.405762
	Iteration 10Q: 3 clusters Score -529629.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -529716.375000 Penalty: 4095.405762
	Iteration 11Q: 3 clusters Score -529716.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -529778.500000 Penalty: 4095.405762
	Iteration 12Q: 3 clusters Score -529778.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -529818.187500 Penalty: 4095.405762
	Iteration 13Q: 3 clusters Score -529818.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -529862.562500 Penalty: 4095.405762
	Iteration 14Q: 3 clusters Score -529862.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -529889.500000 Penalty: 4095.405762
	Iteration 15Q: 3 clusters Score -529889.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -529913.437500 Penalty: 4095.405762
	Iteration 16Q: 3 clusters Score -529913.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -529935.125000 Penalty: 4095.405762
	Iteration 17Q: 3 clusters Score -529935.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -529956.625000 Penalty: 4095.405762
	Iteration 18Q: 3 clusters Score -529956.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -529972.875000 Penalty: 4095.405762
	Iteration 19Q: 3 clusters Score -529972.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -529984.125000 Penalty: 4095.405762
	Iteration 20F: 3 clusters Score -529984.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -529989.625000 Penalty: 4095.405762
	Iteration 21Q: 3 clusters Score -529989.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -529997.937500 Penalty: 4095.405762
	Iteration 22Q: 3 clusters Score -529997.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -530002.062500 Penalty: 4095.405762
	Iteration 23Q: 3 clusters Score -530002.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -530005.875000 Penalty: 4095.405762
	Iteration 24Q: 3 clusters Score -530005.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -530009.125000 Penalty: 4095.405762
	Iteration 25Q: 3 clusters Score -530009.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -530009.125000 Penalty: 4095.405762
	Iteration 26F: 3 clusters Score -530009.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Entering Unmasked Estep 
Score: -343056.562500 Penalty: 1945.760254
	Iteration 0F: 2 clusters Score -343056.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -340076.968750 Penalty: 3891.520508
	Iteration 0F: 3 clusters Score -340077 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -340697.500000 Penalty: 3891.520508
	Iteration 1F: 3 clusters Score -340697.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -340902.406250 Penalty: 3891.520508
	Iteration 2F: 3 clusters Score -340902.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -341071.812500 Penalty: 3891.520508
	Iteration 3F: 3 clusters Score -341071.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -341170.562500 Penalty: 3891.520508
	Iteration 4Q: 3 clusters Score -341170.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -341231.687500 Penalty: 3891.520508
	Iteration 5Q: 3 clusters Score -341231.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -341271.281250 Penalty: 3891.520508
	Iteration 6Q: 3 clusters Score -341271.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -341303.062500 Penalty: 3891.520508
	Iteration 7Q: 3 clusters Score -341303.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -341344.125000 Penalty: 3891.520508
	Iteration 8Q: 3 clusters Score -341344.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -341381.906250 Penalty: 3891.520508
	Iteration 9Q: 3 clusters Score -341381.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -341416.625000 Penalty: 3891.520508
	Iteration 10Q: 3 clusters Score -341416.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -341436.218750 Penalty: 3891.520508
	Iteration 11Q: 3 clusters Score -341436.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -341445.125000 Penalty: 3891.520508
	Iteration 12Q: 3 clusters Score -341445.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -341449.875000 Penalty: 3891.520508
	Iteration 13Q: 3 clusters Score -341449.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -341451.968750 Penalty: 3891.520508
	Iteration 14Q: 3 clusters Score -341452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -341454.500000 Penalty: 3891.520508
	Iteration 15Q: 3 clusters Score -341454.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -341457.031250 Penalty: 3891.520508
	Iteration 16Q: 3 clusters Score -341457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -341460.343750 Penalty: 3891.520508
	Iteration 17Q: 3 clusters Score -341460.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -341465.000000 Penalty: 3891.520508
	Iteration 18Q: 3 clusters Score -341465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -341468.843750 Penalty: 3891.520508
	Iteration 19Q: 3 clusters Score -341468.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -341471.875000 Penalty: 3891.520508
	Iteration 20F: 3 clusters Score -341471.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -341477.375000 Penalty: 3891.520508
	Iteration 21Q: 3 clusters Score -341477.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -341481.875000 Penalty: 3891.520508
	Iteration 22Q: 3 clusters Score -341481.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -341485.781250 Penalty: 3891.520508
	Iteration 23Q: 3 clusters Score -341485.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -341487.718750 Penalty: 3891.520508
	Iteration 24Q: 3 clusters Score -341487.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -341490.406250 Penalty: 3891.520508
	Iteration 25Q: 3 clusters Score -341490.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -341491.531250 Penalty: 3891.520508
	Iteration 26Q: 3 clusters Score -341491.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -341492.093750 Penalty: 3891.520508
	Iteration 27Q: 3 clusters Score -341492.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -341492.031250 Penalty: 3891.520508
	Iteration 28Q: 3 clusters Score -341492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -341492.625000 Penalty: 3891.520508
	Iteration 29Q: 3 clusters Score -341492.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -341493.531250 Penalty: 3891.520508
	Iteration 30Q: 3 clusters Score -341493.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -341493.343750 Penalty: 3891.520508
	Iteration 31Q: 3 clusters Score -341493.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -341495.156250 Penalty: 3891.520508
	Iteration 32Q: 3 clusters Score -341495.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -341496.875000 Penalty: 3891.520508
	Iteration 33Q: 3 clusters Score -341496.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -341497.187500 Penalty: 3891.520508
	Iteration 34Q: 3 clusters Score -341497.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -341498.531250 Penalty: 3891.520508
	Iteration 35Q: 3 clusters Score -341498.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -341500.781250 Penalty: 3891.520508
	Iteration 36Q: 3 clusters Score -341500.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -341502.812500 Penalty: 3891.520508
	Iteration 37Q: 3 clusters Score -341502.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -341504.593750 Penalty: 3891.520508
	Iteration 38Q: 3 clusters Score -341504.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -341505.125000 Penalty: 3891.520508
	Iteration 39Q: 3 clusters Score -341505.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -341506.218750 Penalty: 3891.520508
	Iteration 40F: 3 clusters Score -341506.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -341506.406250 Penalty: 3891.520508
	Iteration 41Q: 3 clusters Score -341506.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -341506.406250 Penalty: 3891.520508
	Iteration 42F: 3 clusters Score -341506.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (166405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166405 members 
Entering Unmasked Estep 
Score: -23235964.000000 Penalty: 2981.500488
	Iteration 0F: 2 clusters Score -2.323596e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83264 members 
Mstep: Class 2 contains 83141 members 
Entering Unmasked Estep 
Score: -23128928.000000 Penalty: 5963.000977
	Iteration 0F: 3 clusters Score -2.312893e+07 nChanged 79278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84814 members 
Mstep: Class 2 contains 81591 members 
Entering Unmasked Estep 
Score: -23175496.000000 Penalty: 5963.000977
	Iteration 1F: 3 clusters Score -2.31755e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86115 members 
Mstep: Class 2 contains 80290 members 
Entering Unmasked Estep 
Score: -23177386.000000 Penalty: 5963.000977
	Iteration 2Q: 3 clusters Score -2.317739e+07 nChanged 7219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88314 members 
Mstep: Class 2 contains 78091 members 
Entering Unmasked Estep 
Score: -23180382.000000 Penalty: 5963.000977
	Iteration 3Q: 3 clusters Score -2.318038e+07 nChanged 8952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91886 members 
Mstep: Class 2 contains 74519 members 
Entering Unmasked Estep 
Score: -23184890.000000 Penalty: 5963.000977
	Iteration 4F: 3 clusters Score -2.318489e+07 nChanged 11153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97249 members 
Mstep: Class 2 contains 69156 members 
Entering Unmasked Estep 
Score: -23192236.000000 Penalty: 5963.000977
	Iteration 5F: 3 clusters Score -2.319224e+07 nChanged 13071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104304 members 
Mstep: Class 2 contains 62101 members 
Entering Unmasked Estep 
Score: -23203172.000000 Penalty: 5963.000977
	Iteration 6F: 3 clusters Score -2.320317e+07 nChanged 12995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110963 members 
Mstep: Class 2 contains 55442 members 
Entering Unmasked Estep 
Score: -23215620.000000 Penalty: 5963.000977
	Iteration 7F: 3 clusters Score -2.321562e+07 nChanged 10033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114950 members 
Mstep: Class 2 contains 51455 members 
Entering Unmasked Estep 
Score: -23223528.000000 Penalty: 5963.000977
	Iteration 8F: 3 clusters Score -2.322353e+07 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117046 members 
Mstep: Class 2 contains 49359 members 
Entering Unmasked Estep 
Score: -23226192.000000 Penalty: 5963.000977
	Iteration 9Q: 3 clusters Score -2.322619e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118562 members 
Mstep: Class 2 contains 47843 members 
Entering Unmasked Estep 
Score: -23227082.000000 Penalty: 5963.000977
	Iteration 10Q: 3 clusters Score -2.322708e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119906 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -23227590.000000 Penalty: 5963.000977
	Iteration 11Q: 3 clusters Score -2.322759e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121189 members 
Mstep: Class 2 contains 45216 members 
Entering Unmasked Estep 
Score: -23227944.000000 Penalty: 5963.000977
	Iteration 12Q: 3 clusters Score -2.322794e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122413 members 
Mstep: Class 2 contains 43992 members 
Entering Unmasked Estep 
Score: -23228316.000000 Penalty: 5963.000977
	Iteration 13Q: 3 clusters Score -2.322832e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123634 members 
Mstep: Class 2 contains 42771 members 
Entering Unmasked Estep 
Score: -23228566.000000 Penalty: 5963.000977
	Iteration 14Q: 3 clusters Score -2.322857e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124733 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -23228834.000000 Penalty: 5963.000977
	Iteration 15Q: 3 clusters Score -2.322883e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125825 members 
Mstep: Class 2 contains 40580 members 
Entering Unmasked Estep 
Score: -23229122.000000 Penalty: 5963.000977
	Iteration 16Q: 3 clusters Score -2.322912e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126983 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -23229422.000000 Penalty: 5963.000977
	Iteration 17Q: 3 clusters Score -2.322942e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128107 members 
Mstep: Class 2 contains 38298 members 
Entering Unmasked Estep 
Score: -23229670.000000 Penalty: 5963.000977
	Iteration 18Q: 3 clusters Score -2.322967e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129240 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -23229950.000000 Penalty: 5963.000977
	Iteration 19Q: 3 clusters Score -2.322995e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130442 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -23230300.000000 Penalty: 5963.000977
	Iteration 20F: 3 clusters Score -2.32303e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131702 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -23230706.000000 Penalty: 5963.000977
	Iteration 21Q: 3 clusters Score -2.323071e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132992 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -23231028.000000 Penalty: 5963.000977
	Iteration 22Q: 3 clusters Score -2.323103e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134355 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -23231398.000000 Penalty: 5963.000977
	Iteration 23Q: 3 clusters Score -2.32314e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135724 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -23231650.000000 Penalty: 5963.000977
	Iteration 24Q: 3 clusters Score -2.323165e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137119 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -23231906.000000 Penalty: 5963.000977
	Iteration 25Q: 3 clusters Score -2.323191e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138433 members 
Mstep: Class 2 contains 27972 members 
Entering Unmasked Estep 
Score: -23232222.000000 Penalty: 5963.000977
	Iteration 26Q: 3 clusters Score -2.323222e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139749 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -23232518.000000 Penalty: 5963.000977
	Iteration 27Q: 3 clusters Score -2.323252e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141055 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -23232880.000000 Penalty: 5963.000977
	Iteration 28Q: 3 clusters Score -2.323288e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142358 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -23233266.000000 Penalty: 5963.000977
	Iteration 29Q: 3 clusters Score -2.323327e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143594 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -23233664.000000 Penalty: 5963.000977
	Iteration 30Q: 3 clusters Score -2.323366e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144745 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -23233962.000000 Penalty: 5963.000977
	Iteration 31Q: 3 clusters Score -2.323396e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145823 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -23234328.000000 Penalty: 5963.000977
	Iteration 32Q: 3 clusters Score -2.323433e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146797 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -23234634.000000 Penalty: 5963.000977
	Iteration 33Q: 3 clusters Score -2.323463e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147802 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -23234920.000000 Penalty: 5963.000977
	Iteration 34Q: 3 clusters Score -2.323492e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148735 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -23235176.000000 Penalty: 5963.000977
	Iteration 35Q: 3 clusters Score -2.323518e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149578 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -23235308.000000 Penalty: 5963.000977
	Iteration 36Q: 3 clusters Score -2.323531e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150381 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -23235470.000000 Penalty: 5963.000977
	Iteration 37Q: 3 clusters Score -2.323547e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151159 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -23235734.000000 Penalty: 5963.000977
	Iteration 38Q: 3 clusters Score -2.323573e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151891 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -23235952.000000 Penalty: 5963.000977
	Iteration 39Q: 3 clusters Score -2.323595e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152620 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -23236240.000000 Penalty: 5963.000977
	Iteration 40F: 3 clusters Score -2.323624e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153296 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -23236352.000000 Penalty: 5963.000977
	Iteration 41Q: 3 clusters Score -2.323635e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153996 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -23236588.000000 Penalty: 5963.000977
	Iteration 42Q: 3 clusters Score -2.323659e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154647 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -23236704.000000 Penalty: 5963.000977
	Iteration 43Q: 3 clusters Score -2.32367e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155288 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -23236850.000000 Penalty: 5963.000977
	Iteration 44Q: 3 clusters Score -2.323685e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155849 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -23236964.000000 Penalty: 5963.000977
	Iteration 45Q: 3 clusters Score -2.323696e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156403 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -23237050.000000 Penalty: 5963.000977
	Iteration 46Q: 3 clusters Score -2.323705e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156918 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -23237144.000000 Penalty: 5963.000977
	Iteration 47Q: 3 clusters Score -2.323714e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157375 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -23237076.000000 Penalty: 5963.000977
	Iteration 48Q: 3 clusters Score -2.323708e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157802 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -23237100.000000 Penalty: 5963.000977
	Iteration 49Q: 3 clusters Score -2.32371e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158207 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -23237148.000000 Penalty: 5963.000977
	Iteration 50Q: 3 clusters Score -2.323715e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158594 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -23237140.000000 Penalty: 5963.000977
	Iteration 51Q: 3 clusters Score -2.323714e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158970 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -23237030.000000 Penalty: 5963.000977
	Iteration 52Q: 3 clusters Score -2.323703e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159316 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -23237068.000000 Penalty: 5963.000977
	Iteration 53Q: 3 clusters Score -2.323707e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159640 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -23237016.000000 Penalty: 5963.000977
	Iteration 54Q: 3 clusters Score -2.323702e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159959 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -23236984.000000 Penalty: 5963.000977
	Iteration 55Q: 3 clusters Score -2.323698e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160261 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -23236878.000000 Penalty: 5963.000977
	Iteration 56Q: 3 clusters Score -2.323688e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160531 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -23236792.000000 Penalty: 5963.000977
	Iteration 57Q: 3 clusters Score -2.323679e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160760 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -23236702.000000 Penalty: 5963.000977
	Iteration 58Q: 3 clusters Score -2.32367e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160977 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -23236616.000000 Penalty: 5963.000977
	Iteration 59Q: 3 clusters Score -2.323662e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161157 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -23236526.000000 Penalty: 5963.000977
	Iteration 60F: 3 clusters Score -2.323653e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161304 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -23236426.000000 Penalty: 5963.000977
	Iteration 61Q: 3 clusters Score -2.323643e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161442 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -23236360.000000 Penalty: 5963.000977
	Iteration 62Q: 3 clusters Score -2.323636e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161582 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -23236338.000000 Penalty: 5963.000977
	Iteration 63Q: 3 clusters Score -2.323634e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161709 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -23236284.000000 Penalty: 5963.000977
	Iteration 64Q: 3 clusters Score -2.323628e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161810 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -23236266.000000 Penalty: 5963.000977
	Iteration 65Q: 3 clusters Score -2.323627e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161904 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -23236226.000000 Penalty: 5963.000977
	Iteration 66Q: 3 clusters Score -2.323623e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161981 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -23236160.000000 Penalty: 5963.000977
	Iteration 67Q: 3 clusters Score -2.323616e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162059 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -23236132.000000 Penalty: 5963.000977
	Iteration 68Q: 3 clusters Score -2.323613e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162139 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -23236126.000000 Penalty: 5963.000977
	Iteration 69Q: 3 clusters Score -2.323613e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162206 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -23236098.000000 Penalty: 5963.000977
	Iteration 70Q: 3 clusters Score -2.32361e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162274 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -23236050.000000 Penalty: 5963.000977
	Iteration 71Q: 3 clusters Score -2.323605e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162324 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -23236048.000000 Penalty: 5963.000977
	Iteration 72Q: 3 clusters Score -2.323605e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162385 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -23236040.000000 Penalty: 5963.000977
	Iteration 73Q: 3 clusters Score -2.323604e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162448 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -23236042.000000 Penalty: 5963.000977
	Iteration 74Q: 3 clusters Score -2.323604e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162508 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -23236026.000000 Penalty: 5963.000977
	Iteration 75Q: 3 clusters Score -2.323603e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162578 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -23236022.000000 Penalty: 5963.000977
	Iteration 76Q: 3 clusters Score -2.323602e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162648 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -23235946.000000 Penalty: 5963.000977
	Iteration 77Q: 3 clusters Score -2.323595e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162718 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -23235896.000000 Penalty: 5963.000977
	Iteration 78Q: 3 clusters Score -2.32359e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162779 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -23235936.000000 Penalty: 5963.000977
	Iteration 79Q: 3 clusters Score -2.323594e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162837 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -23235872.000000 Penalty: 5963.000977
	Iteration 80F: 3 clusters Score -2.323587e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162899 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -23235824.000000 Penalty: 5963.000977
	Iteration 81Q: 3 clusters Score -2.323582e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162964 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -23235830.000000 Penalty: 5963.000977
	Iteration 82Q: 3 clusters Score -2.323583e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163038 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -23235808.000000 Penalty: 5963.000977
	Iteration 83Q: 3 clusters Score -2.323581e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163106 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -23235776.000000 Penalty: 5963.000977
	Iteration 84Q: 3 clusters Score -2.323578e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163183 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -23235732.000000 Penalty: 5963.000977
	Iteration 85Q: 3 clusters Score -2.323573e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163254 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -23235716.000000 Penalty: 5963.000977
	Iteration 86Q: 3 clusters Score -2.323572e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163315 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -23235680.000000 Penalty: 5963.000977
	Iteration 87Q: 3 clusters Score -2.323568e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163372 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -23235642.000000 Penalty: 5963.000977
	Iteration 88Q: 3 clusters Score -2.323564e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163424 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -23235614.000000 Penalty: 5963.000977
	Iteration 89Q: 3 clusters Score -2.323561e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163469 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -23235618.000000 Penalty: 5963.000977
	Iteration 90Q: 3 clusters Score -2.323562e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163511 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -23235606.000000 Penalty: 5963.000977
	Iteration 91Q: 3 clusters Score -2.323561e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163551 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -23235616.000000 Penalty: 5963.000977
	Iteration 92Q: 3 clusters Score -2.323562e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163594 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -23235606.000000 Penalty: 5963.000977
	Iteration 93Q: 3 clusters Score -2.323561e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163634 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -23235628.000000 Penalty: 5963.000977
	Iteration 94Q: 3 clusters Score -2.323563e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163676 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -23235632.000000 Penalty: 5963.000977
	Iteration 95Q: 3 clusters Score -2.323563e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163706 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -23235608.000000 Penalty: 5963.000977
	Iteration 96Q: 3 clusters Score -2.323561e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163739 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -23235608.000000 Penalty: 5963.000977
	Iteration 97Q: 3 clusters Score -2.323561e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163760 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -23235600.000000 Penalty: 5963.000977
	Iteration 98Q: 3 clusters Score -2.32356e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163782 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -23235594.000000 Penalty: 5963.000977
	Iteration 99Q: 3 clusters Score -2.323559e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163800 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -23235574.000000 Penalty: 5963.000977
	Iteration 100F: 3 clusters Score -2.323557e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163819 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -23235554.000000 Penalty: 5963.000977
	Iteration 101Q: 3 clusters Score -2.323555e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163844 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -23235550.000000 Penalty: 5963.000977
	Iteration 102Q: 3 clusters Score -2.323555e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163865 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -23235524.000000 Penalty: 5963.000977
	Iteration 103Q: 3 clusters Score -2.323552e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163880 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -23235514.000000 Penalty: 5963.000977
	Iteration 104Q: 3 clusters Score -2.323551e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163896 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -23235512.000000 Penalty: 5963.000977
	Iteration 105Q: 3 clusters Score -2.323551e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163906 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -23235510.000000 Penalty: 5963.000977
	Iteration 106Q: 3 clusters Score -2.323551e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163913 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -23235494.000000 Penalty: 5963.000977
	Iteration 107Q: 3 clusters Score -2.323549e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163919 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -23235490.000000 Penalty: 5963.000977
	Iteration 108Q: 3 clusters Score -2.323549e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163925 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -23235506.000000 Penalty: 5963.000977
	Iteration 109Q: 3 clusters Score -2.323551e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163934 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -23235520.000000 Penalty: 5963.000977
	Iteration 110Q: 3 clusters Score -2.323552e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163944 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -23235516.000000 Penalty: 5963.000977
	Iteration 111Q: 3 clusters Score -2.323552e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163950 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -23235512.000000 Penalty: 5963.000977
	Iteration 112Q: 3 clusters Score -2.323551e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163955 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -23235498.000000 Penalty: 5963.000977
	Iteration 113Q: 3 clusters Score -2.32355e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163965 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -23235470.000000 Penalty: 5963.000977
	Iteration 114Q: 3 clusters Score -2.323547e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163971 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -23235478.000000 Penalty: 5963.000977
	Iteration 115Q: 3 clusters Score -2.323548e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163977 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -23235482.000000 Penalty: 5963.000977
	Iteration 116Q: 3 clusters Score -2.323548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163980 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -23235478.000000 Penalty: 5963.000977
	Iteration 117Q: 3 clusters Score -2.323548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163982 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -23235480.000000 Penalty: 5963.000977
	Iteration 118Q: 3 clusters Score -2.323548e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163982 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -23235480.000000 Penalty: 5963.000977
	Iteration 119F: 3 clusters Score -2.323548e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (88748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88748 members 
Entering Unmasked Estep 
Score: -12541942.000000 Penalty: 2825.602051
	Iteration 0F: 2 clusters Score -1.254194e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44316 members 
Mstep: Class 2 contains 44432 members 
Entering Unmasked Estep 
Score: -12482838.000000 Penalty: 5651.204102
	Iteration 0F: 3 clusters Score -1.248284e+07 nChanged 41740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43766 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
Score: -12506416.000000 Penalty: 5651.204102
	Iteration 1F: 3 clusters Score -1.250642e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43461 members 
Mstep: Class 2 contains 45287 members 
Entering Unmasked Estep 
Score: -12507196.000000 Penalty: 5651.204102
	Iteration 2Q: 3 clusters Score -1.25072e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 45830 members 
Entering Unmasked Estep 
Score: -12507978.000000 Penalty: 5651.204102
	Iteration 3Q: 3 clusters Score -1.250798e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42214 members 
Mstep: Class 2 contains 46534 members 
Entering Unmasked Estep 
Score: -12508990.000000 Penalty: 5651.204102
	Iteration 4Q: 3 clusters Score -1.250899e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 47532 members 
Entering Unmasked Estep 
Score: -12510250.000000 Penalty: 5651.204102
	Iteration 5Q: 3 clusters Score -1.251025e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 48813 members 
Entering Unmasked Estep 
Score: -12511786.000000 Penalty: 5651.204102
	Iteration 6Q: 3 clusters Score -1.251179e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38288 members 
Mstep: Class 2 contains 50460 members 
Entering Unmasked Estep 
Score: -12513892.000000 Penalty: 5651.204102
	Iteration 7Q: 3 clusters Score -1.251389e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36332 members 
Mstep: Class 2 contains 52416 members 
Entering Unmasked Estep 
Score: -12516321.000000 Penalty: 5651.204102
	Iteration 8Q: 3 clusters Score -1.251632e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 54580 members 
Entering Unmasked Estep 
Score: -12519148.000000 Penalty: 5651.204102
	Iteration 9F: 3 clusters Score -1.251915e+07 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 56677 members 
Entering Unmasked Estep 
Score: -12522211.000000 Penalty: 5651.204102
	Iteration 10F: 3 clusters Score -1.252221e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 58367 members 
Entering Unmasked Estep 
Score: -12524937.000000 Penalty: 5651.204102
	Iteration 11F: 3 clusters Score -1.252494e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 59685 members 
Entering Unmasked Estep 
Score: -12526818.000000 Penalty: 5651.204102
	Iteration 12Q: 3 clusters Score -1.252682e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 60760 members 
Entering Unmasked Estep 
Score: -12527721.000000 Penalty: 5651.204102
	Iteration 13Q: 3 clusters Score -1.252772e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 61696 members 
Entering Unmasked Estep 
Score: -12528183.000000 Penalty: 5651.204102
	Iteration 14Q: 3 clusters Score -1.252818e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 62653 members 
Entering Unmasked Estep 
Score: -12528486.000000 Penalty: 5651.204102
	Iteration 15Q: 3 clusters Score -1.252849e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 63621 members 
Entering Unmasked Estep 
Score: -12528770.000000 Penalty: 5651.204102
	Iteration 16Q: 3 clusters Score -1.252877e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 64595 members 
Entering Unmasked Estep 
Score: -12529023.000000 Penalty: 5651.204102
	Iteration 17Q: 3 clusters Score -1.252902e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 65591 members 
Entering Unmasked Estep 
Score: -12529307.000000 Penalty: 5651.204102
	Iteration 18Q: 3 clusters Score -1.252931e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 66661 members 
Entering Unmasked Estep 
Score: -12529630.000000 Penalty: 5651.204102
	Iteration 19Q: 3 clusters Score -1.252963e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 67822 members 
Entering Unmasked Estep 
Score: -12529893.000000 Penalty: 5651.204102
	Iteration 20F: 3 clusters Score -1.252989e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 68934 members 
Entering Unmasked Estep 
Score: -12530167.000000 Penalty: 5651.204102
	Iteration 21Q: 3 clusters Score -1.253017e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 70115 members 
Entering Unmasked Estep 
Score: -12530441.000000 Penalty: 5651.204102
	Iteration 22Q: 3 clusters Score -1.253044e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 71309 members 
Entering Unmasked Estep 
Score: -12530831.000000 Penalty: 5651.204102
	Iteration 23Q: 3 clusters Score -1.253083e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 72538 members 
Entering Unmasked Estep 
Score: -12531260.000000 Penalty: 5651.204102
	Iteration 24Q: 3 clusters Score -1.253126e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 73831 members 
Entering Unmasked Estep 
Score: -12531722.000000 Penalty: 5651.204102
	Iteration 25Q: 3 clusters Score -1.253172e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 75192 members 
Entering Unmasked Estep 
Score: -12532195.000000 Penalty: 5651.204102
	Iteration 26Q: 3 clusters Score -1.25322e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 76529 members 
Entering Unmasked Estep 
Score: -12532759.000000 Penalty: 5651.204102
	Iteration 27Q: 3 clusters Score -1.253276e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 77911 members 
Entering Unmasked Estep 
Score: -12533317.000000 Penalty: 5651.204102
	Iteration 28Q: 3 clusters Score -1.253332e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 79333 members 
Entering Unmasked Estep 
Score: -12533971.000000 Penalty: 5651.204102
	Iteration 29Q: 3 clusters Score -1.253397e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 80787 members 
Entering Unmasked Estep 
Score: -12534772.000000 Penalty: 5651.204102
	Iteration 30Q: 3 clusters Score -1.253477e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 82227 members 
Entering Unmasked Estep 
Score: -12535559.000000 Penalty: 5651.204102
	Iteration 31Q: 3 clusters Score -1.253556e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 83597 members 
Entering Unmasked Estep 
Score: -12536395.000000 Penalty: 5651.204102
	Iteration 32Q: 3 clusters Score -1.25364e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 84819 members 
Entering Unmasked Estep 
Score: -12537055.000000 Penalty: 5651.204102
	Iteration 33Q: 3 clusters Score -1.253706e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 85885 members 
Entering Unmasked Estep 
Score: -12537747.000000 Penalty: 5651.204102
	Iteration 34Q: 3 clusters Score -1.253775e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 86663 members 
Entering Unmasked Estep 
Score: -12538294.000000 Penalty: 5651.204102
	Iteration 35Q: 3 clusters Score -1.253829e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 87188 members 
Entering Unmasked Estep 
Score: -12538698.000000 Penalty: 5651.204102
	Iteration 36Q: 3 clusters Score -1.25387e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 87567 members 
Entering Unmasked Estep 
Score: -12538972.000000 Penalty: 5651.204102
	Iteration 37Q: 3 clusters Score -1.253897e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 87783 members 
Entering Unmasked Estep 
Score: -12539106.000000 Penalty: 5651.204102
	Iteration 38Q: 3 clusters Score -1.253911e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 87945 members 
Entering Unmasked Estep 
Score: -12539245.000000 Penalty: 5651.204102
	Iteration 39Q: 3 clusters Score -1.253924e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 88057 members 
Entering Unmasked Estep 
Score: -12539328.000000 Penalty: 5651.204102
	Iteration 40F: 3 clusters Score -1.253933e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 88109 members 
Entering Unmasked Estep 
Score: -12539365.000000 Penalty: 5651.204102
	Iteration 41Q: 3 clusters Score -1.253936e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 88154 members 
Entering Unmasked Estep 
Score: -12539398.000000 Penalty: 5651.204102
	Iteration 42Q: 3 clusters Score -1.25394e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 88180 members 
Entering Unmasked Estep 
Score: -12539433.000000 Penalty: 5651.204102
	Iteration 43Q: 3 clusters Score -1.253943e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 88214 members 
Entering Unmasked Estep 
Score: -12539465.000000 Penalty: 5651.204102
	Iteration 44Q: 3 clusters Score -1.253946e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 88237 members 
Entering Unmasked Estep 
Score: -12539486.000000 Penalty: 5651.204102
	Iteration 45Q: 3 clusters Score -1.253949e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 88256 members 
Entering Unmasked Estep 
Score: -12539492.000000 Penalty: 5651.204102
	Iteration 46Q: 3 clusters Score -1.253949e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 88272 members 
Entering Unmasked Estep 
Score: -12539526.000000 Penalty: 5651.204102
	Iteration 47Q: 3 clusters Score -1.253953e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 88286 members 
Entering Unmasked Estep 
Score: -12539542.000000 Penalty: 5651.204102
	Iteration 48Q: 3 clusters Score -1.253954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 88290 members 
Entering Unmasked Estep 
Score: -12539542.000000 Penalty: 5651.204102
	Iteration 49Q: 3 clusters Score -1.253954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 88292 members 
Entering Unmasked Estep 
Score: -12539546.000000 Penalty: 5651.204102
	Iteration 50Q: 3 clusters Score -1.253955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 88295 members 
Entering Unmasked Estep 
Score: -12539533.000000 Penalty: 5651.204102
	Iteration 51Q: 3 clusters Score -1.253953e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 88299 members 
Entering Unmasked Estep 
Score: -12539550.000000 Penalty: 5651.204102
	Iteration 52Q: 3 clusters Score -1.253955e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 88305 members 
Entering Unmasked Estep 
Score: -12539549.000000 Penalty: 5651.204102
	Iteration 53Q: 3 clusters Score -1.253955e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 88310 members 
Entering Unmasked Estep 
Score: -12539551.000000 Penalty: 5651.204102
	Iteration 54Q: 3 clusters Score -1.253955e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 88316 members 
Entering Unmasked Estep 
Score: -12539562.000000 Penalty: 5651.204102
	Iteration 55Q: 3 clusters Score -1.253956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 88317 members 
Entering Unmasked Estep 
Score: -12539564.000000 Penalty: 5651.204102
	Iteration 56Q: 3 clusters Score -1.253956e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 88317 members 
Entering Unmasked Estep 
Score: -12539564.000000 Penalty: 5651.204102
	Iteration 57F: 3 clusters Score -1.253956e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (63712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63712 members 
Entering Unmasked Estep 
Score: -8978706.000000 Penalty: 2743.407715
	Iteration 0F: 2 clusters Score -8978706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 31923 members 
Entering Unmasked Estep 
Score: -8936007.000000 Penalty: 5486.815430
	Iteration 0F: 3 clusters Score -8936007 nChanged 29735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -8952824.000000 Penalty: 5486.815430
	Iteration 1F: 3 clusters Score -8952824 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 31960 members 
Entering Unmasked Estep 
Score: -8953524.000000 Penalty: 5486.815430
	Iteration 2Q: 3 clusters Score -8953524 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -8954139.000000 Penalty: 5486.815430
	Iteration 3Q: 3 clusters Score -8954139 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -8954891.000000 Penalty: 5486.815430
	Iteration 4Q: 3 clusters Score -8954891 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -8955726.000000 Penalty: 5486.815430
	Iteration 5Q: 3 clusters Score -8955726 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -8956701.000000 Penalty: 5486.815430
	Iteration 6Q: 3 clusters Score -8956701 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -8957883.000000 Penalty: 5486.815430
	Iteration 7Q: 3 clusters Score -8957883 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -8958976.000000 Penalty: 5486.815430
	Iteration 8Q: 3 clusters Score -8958976 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -8960049.000000 Penalty: 5486.815430
	Iteration 9Q: 3 clusters Score -8960049 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39602 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -8961126.000000 Penalty: 5486.815430
	Iteration 10Q: 3 clusters Score -8961126 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -8962346.000000 Penalty: 5486.815430
	Iteration 11Q: 3 clusters Score -8962346 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44770 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -8963908.000000 Penalty: 5486.815430
	Iteration 12Q: 3 clusters Score -8963908 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47987 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -8965844.000000 Penalty: 5486.815430
	Iteration 13F: 3 clusters Score -8965844 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -8968125.000000 Penalty: 5486.815430
	Iteration 14F: 3 clusters Score -8968125 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54493 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -8970334.000000 Penalty: 5486.815430
	Iteration 15Q: 3 clusters Score -8970334 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57191 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -8972306.000000 Penalty: 5486.815430
	Iteration 16Q: 3 clusters Score -8972306 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59277 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -8973775.000000 Penalty: 5486.815430
	Iteration 17Q: 3 clusters Score -8973775 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60697 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -8974788.000000 Penalty: 5486.815430
	Iteration 18Q: 3 clusters Score -8974788 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61623 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -8975375.000000 Penalty: 5486.815430
	Iteration 19Q: 3 clusters Score -8975375 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62166 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -8975749.000000 Penalty: 5486.815430
	Iteration 20F: 3 clusters Score -8975749 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62500 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -8975958.000000 Penalty: 5486.815430
	Iteration 21Q: 3 clusters Score -8975958 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62708 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -8976122.000000 Penalty: 5486.815430
	Iteration 22Q: 3 clusters Score -8976122 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62832 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -8976176.000000 Penalty: 5486.815430
	Iteration 23Q: 3 clusters Score -8976176 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62913 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -8976228.000000 Penalty: 5486.815430
	Iteration 24Q: 3 clusters Score -8976228 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62969 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8976257.000000 Penalty: 5486.815430
	Iteration 25Q: 3 clusters Score -8976257 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62991 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -8976261.000000 Penalty: 5486.815430
	Iteration 26Q: 3 clusters Score -8976261 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63018 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8976312.000000 Penalty: 5486.815430
	Iteration 27Q: 3 clusters Score -8976312 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63048 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -8976327.000000 Penalty: 5486.815430
	Iteration 28Q: 3 clusters Score -8976327 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63064 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -8976345.000000 Penalty: 5486.815430
	Iteration 29Q: 3 clusters Score -8976345 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63077 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -8976354.000000 Penalty: 5486.815430
	Iteration 30Q: 3 clusters Score -8976354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63088 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -8976362.000000 Penalty: 5486.815430
	Iteration 31Q: 3 clusters Score -8976362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63096 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -8976367.000000 Penalty: 5486.815430
	Iteration 32Q: 3 clusters Score -8976367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63101 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -8976372.000000 Penalty: 5486.815430
	Iteration 33Q: 3 clusters Score -8976372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63105 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -8976384.000000 Penalty: 5486.815430
	Iteration 34Q: 3 clusters Score -8976384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63111 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -8976391.000000 Penalty: 5486.815430
	Iteration 35Q: 3 clusters Score -8976391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63119 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -8976386.000000 Penalty: 5486.815430
	Iteration 36Q: 3 clusters Score -8976386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63125 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8976392.000000 Penalty: 5486.815430
	Iteration 37Q: 3 clusters Score -8976392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63130 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -8976396.000000 Penalty: 5486.815430
	Iteration 38Q: 3 clusters Score -8976396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63132 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8976388.000000 Penalty: 5486.815430
	Iteration 39Q: 3 clusters Score -8976388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63132 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8976389.000000 Penalty: 5486.815430
	Iteration 40F: 3 clusters Score -8976389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63132 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8976392.000000 Penalty: 5486.815430
	Iteration 41Q: 3 clusters Score -8976392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63131 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8976390.000000 Penalty: 5486.815430
	Iteration 42Q: 3 clusters Score -8976390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63132 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8976393.000000 Penalty: 5486.815430
	Iteration 43Q: 3 clusters Score -8976393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63134 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -8976394.000000 Penalty: 5486.815430
	Iteration 44Q: 3 clusters Score -8976394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63137 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -8976399.000000 Penalty: 5486.815430
	Iteration 45Q: 3 clusters Score -8976399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63137 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -8976399.000000 Penalty: 5486.815430
	Iteration 46F: 3 clusters Score -8976399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -28975.349609 Penalty: 1369.322388
	Iteration 0F: 2 clusters Score -28975.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -27778.183594 Penalty: 2738.644775
	Iteration 0F: 3 clusters Score -27778.18 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -27974.384766 Penalty: 2738.644775
	Iteration 1F: 3 clusters Score -27974.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -28058.474609 Penalty: 2738.644775
	Iteration 2Q: 3 clusters Score -28058.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -28081.246094 Penalty: 2738.644775
	Iteration 3Q: 3 clusters Score -28081.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -28092.066406 Penalty: 2738.644775
	Iteration 4Q: 3 clusters Score -28092.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -28096.335938 Penalty: 2738.644775
	Iteration 5Q: 3 clusters Score -28096.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -28096.335938 Penalty: 2738.644775
	Iteration 6F: 3 clusters Score -28096.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Entering Unmasked Estep 
Score: -55497.449219 Penalty: 1524.289673
	Iteration 0F: 2 clusters Score -55497.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -54051.382812 Penalty: 3048.579346
	Iteration 0F: 3 clusters Score -54051.38 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -54260.542969 Penalty: 3048.579346
	Iteration 1F: 3 clusters Score -54260.54 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -54365.253906 Penalty: 3048.579346
	Iteration 2F: 3 clusters Score -54365.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -54480.070312 Penalty: 3048.579346
	Iteration 3Q: 3 clusters Score -54480.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -54613.050781 Penalty: 3048.579346
	Iteration 4Q: 3 clusters Score -54613.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -54739.984375 Penalty: 3048.579346
	Iteration 5Q: 3 clusters Score -54739.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -54934.007812 Penalty: 3048.579346
	Iteration 6Q: 3 clusters Score -54934.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -55055.277344 Penalty: 3048.579346
	Iteration 7Q: 3 clusters Score -55055.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -55134.441406 Penalty: 3048.579346
	Iteration 8Q: 3 clusters Score -55134.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -55173.515625 Penalty: 3048.579346
	Iteration 9Q: 3 clusters Score -55173.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -55220.570312 Penalty: 3048.579346
	Iteration 10Q: 3 clusters Score -55220.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -55236.203125 Penalty: 3048.579346
	Iteration 11Q: 3 clusters Score -55236.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -55254.796875 Penalty: 3048.579346
	Iteration 12Q: 3 clusters Score -55254.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -55284.289062 Penalty: 3048.579346
	Iteration 13Q: 3 clusters Score -55284.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -55300.855469 Penalty: 3048.579346
	Iteration 14Q: 3 clusters Score -55300.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -55316.003906 Penalty: 3048.579346
	Iteration 15Q: 3 clusters Score -55316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -55330.296875 Penalty: 3048.579346
	Iteration 16Q: 3 clusters Score -55330.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -55347.195312 Penalty: 3048.579346
	Iteration 17Q: 3 clusters Score -55347.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -55351.675781 Penalty: 3048.579346
	Iteration 18Q: 3 clusters Score -55351.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -55362.273438 Penalty: 3048.579346
	Iteration 19Q: 3 clusters Score -55362.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -55406.933594 Penalty: 3048.579346
	Iteration 20F: 3 clusters Score -55406.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -55439.527344 Penalty: 3048.579346
	Iteration 21Q: 3 clusters Score -55439.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -55443.445312 Penalty: 3048.579346
	Iteration 22Q: 3 clusters Score -55443.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -55451.273438 Penalty: 3048.579346
	Iteration 23Q: 3 clusters Score -55451.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -55496.093750 Penalty: 3048.579346
	Iteration 24Q: 3 clusters Score -55496.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -55529.148438 Penalty: 3048.579346
	Iteration 25Q: 3 clusters Score -55529.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -55529.148438 Penalty: 3048.579346
	Iteration 26F: 3 clusters Score -55529.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 30166 members 
Mstep: Class 5 contains 180775 members 
Mstep: Class 6 contains 132494 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 31921 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39201 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 157270 members 
Mstep: Class 15 contains 27865 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 166405 members 
Mstep: Class 22 contains 88748 members 
Mstep: Class 23 contains 63712 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 178 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 322 members 
Mstep: Class 28 contains 289 members 
Entering Unmasked Estep 
Score: -132688096.000000 Penalty: 95659.250000
Splitting cluster 25 changes total score from -132689984.000000 to -132688096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -15247.755859 Penalty: 1255.523560
	Iteration 0F: 2 clusters Score -15247.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -14327.708008 Penalty: 2511.047119
	Iteration 0F: 3 clusters Score -14327.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -14413.444336 Penalty: 2511.047119
	Iteration 1F: 3 clusters Score -14413.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -14427.951172 Penalty: 2511.047119
	Iteration 2Q: 3 clusters Score -14427.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14456.972656 Penalty: 2511.047119
	Iteration 3Q: 3 clusters Score -14456.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14456.972656 Penalty: 2511.047119
	Iteration 4F: 3 clusters Score -14456.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -39940.218750 Penalty: 1432.088745
	Iteration 0F: 2 clusters Score -39940.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -38616.050781 Penalty: 2864.177490
	Iteration 0F: 3 clusters Score -38616.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -38697.750000 Penalty: 2864.177490
	Iteration 1F: 3 clusters Score -38697.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38722.957031 Penalty: 2864.177490
	Iteration 2Q: 3 clusters Score -38722.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38729.949219 Penalty: 2864.177490
	Iteration 3Q: 3 clusters Score -38729.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38729.949219 Penalty: 2864.177490
	Iteration 4F: 3 clusters Score -38729.95 nChanged 0
--- Evaluating fit on full set of 2883241 points ---
Entering Unmasked Estep 
Score: -391873536.000000 Penalty: 99599.156250
25->28 Clusters: Score -391873536.000000, best is -391950080.000000

Main iterations: 0 (time per=infms)
Total iterations: 78053 (time per=447.097996ms)
Iterations metric 2: 7111150927872.000000 (time per=4.907411ns)
Iterations metric 3: 213330572607488.000000 (time per=163.583397ps)

That took 34897.339844 seconds.
